2020-10-01 05:24:27,432 - 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 4.8.5-4) 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 ------------------------------------------------------------ 2020-10-01 05:24:27,432 - mmaction - INFO - Distributed training: True 2020-10-01 05:24:27,432 - mmaction - INFO - Config: /mnt/cache/duanhaodong/mmaction2/configs/k600/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=600, 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/k600/k600_train.txt' ann_file_val = 'data/k600/k600_val.txt' ann_file_test = 'data/k600/k600_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/k600/tsn_8seg/' load_from = None resume_from = None workflow = [('train', 5)] 2020-10-01 05:24:28,862 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2020-10-01 05:24:35,502 - mmaction - INFO - Start running, host: duanhaodong@SH-IDC1-10-5-40-62, work_dir: /mnt/cache/duanhaodong/mmaction2/work_dirs/k600/tsn_8seg 2020-10-01 05:24:35,502 - mmaction - INFO - workflow: [('train', 5)], max: 100 epochs 2020-10-01 05:25:21,830 - mmaction - INFO - Epoch [1][20/1997] lr: 7.500e-03, eta: 5 days, 8:23:09, time: 2.315, data_time: 1.285, memory: 8350, top1_acc: 0.0039, top5_acc: 0.0154, loss_cls: 6.4090, loss: 6.4090, grad_norm: 2.4147 2020-10-01 05:25:44,339 - mmaction - INFO - Epoch [1][40/1997] lr: 7.500e-03, eta: 3 days, 23:24:30, time: 1.126, data_time: 0.002, memory: 8350, top1_acc: 0.0091, top5_acc: 0.0286, loss_cls: 6.3373, loss: 6.3373, grad_norm: 2.4204 2020-10-01 05:26:04,523 - mmaction - INFO - Epoch [1][60/1997] lr: 7.500e-03, eta: 3 days, 10:13:12, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.0148, top5_acc: 0.0458, loss_cls: 6.2442, loss: 6.2442, grad_norm: 2.4565 2020-10-01 05:26:25,235 - mmaction - INFO - Epoch [1][80/1997] lr: 7.500e-03, eta: 3 days, 4:02:03, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.0245, top5_acc: 0.0711, loss_cls: 6.0995, loss: 6.0995, grad_norm: 2.5486 2020-10-01 05:26:46,430 - mmaction - INFO - Epoch [1][100/1997] lr: 7.500e-03, eta: 3 days, 0:34:22, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.0266, top5_acc: 0.0891, loss_cls: 5.9648, loss: 5.9648, grad_norm: 2.6373 2020-10-01 05:27:08,324 - mmaction - INFO - Epoch [1][120/1997] lr: 7.500e-03, eta: 2 days, 22:35:29, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.0326, top5_acc: 0.1146, loss_cls: 5.7878, loss: 5.7878, grad_norm: 2.7467 2020-10-01 05:27:27,746 - mmaction - INFO - Epoch [1][140/1997] lr: 7.500e-03, eta: 2 days, 20:11:15, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.0422, top5_acc: 0.1344, loss_cls: 5.6238, loss: 5.6238, grad_norm: 2.8094 2020-10-01 05:27:49,576 - mmaction - INFO - Epoch [1][160/1997] lr: 7.500e-03, eta: 2 days, 19:12:36, time: 1.090, data_time: 0.001, memory: 8350, top1_acc: 0.0695, top5_acc: 0.1693, loss_cls: 5.4578, loss: 5.4578, grad_norm: 2.8891 2020-10-01 05:28:09,791 - mmaction - INFO - Epoch [1][180/1997] lr: 7.500e-03, eta: 2 days, 17:57:59, time: 1.012, data_time: 0.003, memory: 8350, top1_acc: 0.0708, top5_acc: 0.1807, loss_cls: 5.3460, loss: 5.3460, grad_norm: 2.9128 2020-10-01 05:28:31,356 - mmaction - INFO - Epoch [1][200/1997] lr: 7.500e-03, eta: 2 days, 17:20:35, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.0797, top5_acc: 0.1966, loss_cls: 5.2340, loss: 5.2340, grad_norm: 2.9452 2020-10-01 05:28:52,623 - mmaction - INFO - Epoch [1][220/1997] lr: 7.500e-03, eta: 2 days, 16:45:00, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.0883, top5_acc: 0.2344, loss_cls: 5.0415, loss: 5.0415, grad_norm: 3.0150 2020-10-01 05:29:11,458 - mmaction - INFO - Epoch [1][240/1997] lr: 7.500e-03, eta: 2 days, 15:41:52, time: 0.942, data_time: 0.002, memory: 8350, top1_acc: 0.0911, top5_acc: 0.2419, loss_cls: 5.0069, loss: 5.0069, grad_norm: 3.0623 2020-10-01 05:29:32,715 - mmaction - INFO - Epoch [1][260/1997] lr: 7.500e-03, eta: 2 days, 15:19:19, time: 1.063, data_time: 0.021, memory: 8350, top1_acc: 0.1096, top5_acc: 0.2664, loss_cls: 4.8614, loss: 4.8614, grad_norm: 3.0754 2020-10-01 05:29:54,075 - mmaction - INFO - Epoch [1][280/1997] lr: 7.500e-03, eta: 2 days, 15:01:04, time: 1.068, data_time: 0.302, memory: 8350, top1_acc: 0.1089, top5_acc: 0.2849, loss_cls: 4.7796, loss: 4.7796, grad_norm: 3.1280 2020-10-01 05:30:15,533 - mmaction - INFO - Epoch [1][300/1997] lr: 7.500e-03, eta: 2 days, 14:46:12, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.1138, top5_acc: 0.2961, loss_cls: 4.7359, loss: 4.7359, grad_norm: 3.1352 2020-10-01 05:30:38,381 - mmaction - INFO - Epoch [1][320/1997] lr: 7.500e-03, eta: 2 days, 14:47:53, time: 1.143, data_time: 0.004, memory: 8350, top1_acc: 0.1151, top5_acc: 0.2990, loss_cls: 4.6740, loss: 4.6740, grad_norm: 3.1591 2020-10-01 05:30:57,822 - mmaction - INFO - Epoch [1][340/1997] lr: 7.500e-03, eta: 2 days, 14:15:55, time: 0.972, data_time: 0.001, memory: 8350, top1_acc: 0.1372, top5_acc: 0.3253, loss_cls: 4.5448, loss: 4.5448, grad_norm: 3.2168 2020-10-01 05:31:19,157 - mmaction - INFO - Epoch [1][360/1997] lr: 7.500e-03, eta: 2 days, 14:04:52, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.1331, top5_acc: 0.3240, loss_cls: 4.5164, loss: 4.5164, grad_norm: 3.2530 2020-10-01 05:31:40,888 - mmaction - INFO - Epoch [1][380/1997] lr: 7.500e-03, eta: 2 days, 13:58:18, time: 1.086, data_time: 0.016, memory: 8350, top1_acc: 0.1385, top5_acc: 0.3260, loss_cls: 4.4980, loss: 4.4980, grad_norm: 3.2765 2020-10-01 05:32:00,095 - mmaction - INFO - Epoch [1][400/1997] lr: 7.500e-03, eta: 2 days, 13:31:35, time: 0.961, data_time: 0.084, memory: 8350, top1_acc: 0.1594, top5_acc: 0.3622, loss_cls: 4.3801, loss: 4.3801, grad_norm: 3.2621 2020-10-01 05:32:22,614 - mmaction - INFO - Epoch [1][420/1997] lr: 7.500e-03, eta: 2 days, 13:33:38, time: 1.127, data_time: 0.113, memory: 8350, top1_acc: 0.1544, top5_acc: 0.3651, loss_cls: 4.3597, loss: 4.3597, grad_norm: 3.3151 2020-10-01 05:32:42,884 - mmaction - INFO - Epoch [1][440/1997] lr: 7.500e-03, eta: 2 days, 13:18:22, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.1680, top5_acc: 0.3714, loss_cls: 4.3021, loss: 4.3021, grad_norm: 3.3338 2020-10-01 05:33:04,430 - mmaction - INFO - Epoch [1][460/1997] lr: 7.500e-03, eta: 2 days, 13:13:32, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.1654, top5_acc: 0.3802, loss_cls: 4.2197, loss: 4.2197, grad_norm: 3.3510 2020-10-01 05:33:25,292 - mmaction - INFO - Epoch [1][480/1997] lr: 7.500e-03, eta: 2 days, 13:04:27, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.1630, top5_acc: 0.3820, loss_cls: 4.2467, loss: 4.2467, grad_norm: 3.3806 2020-10-01 05:33:46,054 - mmaction - INFO - Epoch [1][500/1997] lr: 7.500e-03, eta: 2 days, 12:55:22, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.1677, top5_acc: 0.3828, loss_cls: 4.1905, loss: 4.1905, grad_norm: 3.4070 2020-10-01 05:34:07,305 - mmaction - INFO - Epoch [1][520/1997] lr: 7.500e-03, eta: 2 days, 12:50:06, time: 1.063, data_time: 0.026, memory: 8350, top1_acc: 0.1875, top5_acc: 0.4099, loss_cls: 4.1113, loss: 4.1113, grad_norm: 3.4271 2020-10-01 05:34:27,654 - mmaction - INFO - Epoch [1][540/1997] lr: 7.500e-03, eta: 2 days, 12:39:35, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.1789, top5_acc: 0.4000, loss_cls: 4.1307, loss: 4.1307, grad_norm: 3.4667 2020-10-01 05:34:48,986 - mmaction - INFO - Epoch [1][560/1997] lr: 7.500e-03, eta: 2 days, 12:35:45, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.1888, top5_acc: 0.4214, loss_cls: 4.0572, loss: 4.0572, grad_norm: 3.4614 2020-10-01 05:35:09,217 - mmaction - INFO - Epoch [1][580/1997] lr: 7.500e-03, eta: 2 days, 12:25:46, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.1964, top5_acc: 0.4232, loss_cls: 4.0531, loss: 4.0531, grad_norm: 3.4865 2020-10-01 05:35:31,467 - mmaction - INFO - Epoch [1][600/1997] lr: 7.500e-03, eta: 2 days, 12:27:35, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.2044, top5_acc: 0.4391, loss_cls: 3.9593, loss: 3.9593, grad_norm: 3.5107 2020-10-01 05:35:51,966 - mmaction - INFO - Epoch [1][620/1997] lr: 7.500e-03, eta: 2 days, 12:19:58, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.2018, top5_acc: 0.4286, loss_cls: 3.9816, loss: 3.9816, grad_norm: 3.5243 2020-10-01 05:36:12,660 - mmaction - INFO - Epoch [1][640/1997] lr: 7.500e-03, eta: 2 days, 12:13:42, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.2135, top5_acc: 0.4534, loss_cls: 3.9121, loss: 3.9121, grad_norm: 3.5289 2020-10-01 05:36:33,685 - mmaction - INFO - Epoch [1][660/1997] lr: 7.500e-03, eta: 2 days, 12:09:35, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.2023, top5_acc: 0.4388, loss_cls: 3.9285, loss: 3.9285, grad_norm: 3.5788 2020-10-01 05:36:53,607 - mmaction - INFO - Epoch [1][680/1997] lr: 7.500e-03, eta: 2 days, 12:00:16, time: 0.996, data_time: 0.001, memory: 8350, top1_acc: 0.2109, top5_acc: 0.4648, loss_cls: 3.8567, loss: 3.8567, grad_norm: 3.6001 2020-10-01 05:37:15,492 - mmaction - INFO - Epoch [1][700/1997] lr: 7.500e-03, eta: 2 days, 12:00:43, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.2221, top5_acc: 0.4690, loss_cls: 3.8448, loss: 3.8448, grad_norm: 3.6248 2020-10-01 05:37:35,403 - mmaction - INFO - Epoch [1][720/1997] lr: 7.500e-03, eta: 2 days, 11:51:58, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.2208, top5_acc: 0.4544, loss_cls: 3.8407, loss: 3.8407, grad_norm: 3.6534 2020-10-01 05:37:56,266 - mmaction - INFO - Epoch [1][740/1997] lr: 7.500e-03, eta: 2 days, 11:48:04, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.2354, top5_acc: 0.4815, loss_cls: 3.7409, loss: 3.7409, grad_norm: 3.6097 2020-10-01 05:38:17,617 - mmaction - INFO - Epoch [1][760/1997] lr: 7.500e-03, eta: 2 days, 11:46:27, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.2286, top5_acc: 0.4602, loss_cls: 3.8101, loss: 3.8101, grad_norm: 3.6839 2020-10-01 05:38:38,329 - mmaction - INFO - Epoch [1][780/1997] lr: 7.500e-03, eta: 2 days, 11:42:12, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.2401, top5_acc: 0.4773, loss_cls: 3.7277, loss: 3.7277, grad_norm: 3.6895 2020-10-01 05:39:00,167 - mmaction - INFO - Epoch [1][800/1997] lr: 7.500e-03, eta: 2 days, 11:42:47, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.2411, top5_acc: 0.4982, loss_cls: 3.6965, loss: 3.6965, grad_norm: 3.7023 2020-10-01 05:39:20,133 - mmaction - INFO - Epoch [1][820/1997] lr: 7.500e-03, eta: 2 days, 11:35:43, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.2331, top5_acc: 0.4745, loss_cls: 3.7382, loss: 3.7382, grad_norm: 3.7047 2020-10-01 05:39:41,040 - mmaction - INFO - Epoch [1][840/1997] lr: 7.500e-03, eta: 2 days, 11:32:43, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.2464, top5_acc: 0.4878, loss_cls: 3.6804, loss: 3.6804, grad_norm: 3.7071 2020-10-01 05:40:00,627 - mmaction - INFO - Epoch [1][860/1997] lr: 7.500e-03, eta: 2 days, 11:24:45, time: 0.979, data_time: 0.002, memory: 8350, top1_acc: 0.2516, top5_acc: 0.4927, loss_cls: 3.6620, loss: 3.6620, grad_norm: 3.7570 2020-10-01 05:40:22,674 - mmaction - INFO - Epoch [1][880/1997] lr: 7.500e-03, eta: 2 days, 11:26:25, time: 1.103, data_time: 0.003, memory: 8350, top1_acc: 0.2430, top5_acc: 0.5005, loss_cls: 3.6221, loss: 3.6221, grad_norm: 3.7598 2020-10-01 05:40:43,958 - mmaction - INFO - Epoch [1][900/1997] lr: 7.500e-03, eta: 2 days, 11:25:11, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.2523, top5_acc: 0.5065, loss_cls: 3.5919, loss: 3.5919, grad_norm: 3.7767 2020-10-01 05:41:04,513 - mmaction - INFO - Epoch [1][920/1997] lr: 7.500e-03, eta: 2 days, 11:21:24, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.2482, top5_acc: 0.5003, loss_cls: 3.6307, loss: 3.6307, grad_norm: 3.7943 2020-10-01 05:41:26,305 - mmaction - INFO - Epoch [1][940/1997] lr: 7.500e-03, eta: 2 days, 11:22:03, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.2628, top5_acc: 0.5078, loss_cls: 3.5963, loss: 3.5963, grad_norm: 3.8592 2020-10-01 05:41:48,123 - mmaction - INFO - Epoch [1][960/1997] lr: 7.500e-03, eta: 2 days, 11:22:46, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.2643, top5_acc: 0.5286, loss_cls: 3.5451, loss: 3.5451, grad_norm: 3.8349 2020-10-01 05:42:06,885 - mmaction - INFO - Epoch [1][980/1997] lr: 7.500e-03, eta: 2 days, 11:13:05, time: 0.938, data_time: 0.001, memory: 8350, top1_acc: 0.2591, top5_acc: 0.5078, loss_cls: 3.5740, loss: 3.5740, grad_norm: 3.8475 2020-10-01 05:42:28,085 - mmaction - INFO - Epoch [1][1000/1997] lr: 7.500e-03, eta: 2 days, 11:11:52, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.2799, top5_acc: 0.5250, loss_cls: 3.4870, loss: 3.4870, grad_norm: 3.8025 2020-10-01 05:42:48,995 - mmaction - INFO - Epoch [1][1020/1997] lr: 7.500e-03, eta: 2 days, 11:09:45, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.2583, top5_acc: 0.5187, loss_cls: 3.5249, loss: 3.5249, grad_norm: 3.8742 2020-10-01 05:43:10,066 - mmaction - INFO - Epoch [1][1040/1997] lr: 7.500e-03, eta: 2 days, 11:08:13, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.2711, top5_acc: 0.5273, loss_cls: 3.5089, loss: 3.5089, grad_norm: 3.8875 2020-10-01 05:43:32,050 - mmaction - INFO - Epoch [1][1060/1997] lr: 7.500e-03, eta: 2 days, 11:09:35, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.2719, top5_acc: 0.5292, loss_cls: 3.4721, loss: 3.4721, grad_norm: 3.8818 2020-10-01 05:43:51,688 - mmaction - INFO - Epoch [1][1080/1997] lr: 7.500e-03, eta: 2 days, 11:03:43, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.2794, top5_acc: 0.5255, loss_cls: 3.4620, loss: 3.4620, grad_norm: 3.9380 2020-10-01 05:44:13,363 - mmaction - INFO - Epoch [1][1100/1997] lr: 7.500e-03, eta: 2 days, 11:04:09, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.2630, top5_acc: 0.5245, loss_cls: 3.4992, loss: 3.4992, grad_norm: 3.9837 2020-10-01 05:44:33,910 - mmaction - INFO - Epoch [1][1120/1997] lr: 7.500e-03, eta: 2 days, 11:01:11, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.2797, top5_acc: 0.5333, loss_cls: 3.4630, loss: 3.4630, grad_norm: 3.9036 2020-10-01 05:44:55,645 - mmaction - INFO - Epoch [1][1140/1997] lr: 7.500e-03, eta: 2 days, 11:01:50, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.2768, top5_acc: 0.5286, loss_cls: 3.4838, loss: 3.4838, grad_norm: 3.9783 2020-10-01 05:45:15,134 - mmaction - INFO - Epoch [1][1160/1997] lr: 7.500e-03, eta: 2 days, 10:56:01, time: 0.975, data_time: 0.002, memory: 8350, top1_acc: 0.2799, top5_acc: 0.5281, loss_cls: 3.4272, loss: 3.4272, grad_norm: 3.9487 2020-10-01 05:45:36,170 - mmaction - INFO - Epoch [1][1180/1997] lr: 7.500e-03, eta: 2 days, 10:54:43, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.2737, top5_acc: 0.5391, loss_cls: 3.4182, loss: 3.4182, grad_norm: 3.9829 2020-10-01 05:45:57,516 - mmaction - INFO - Epoch [1][1200/1997] lr: 7.500e-03, eta: 2 days, 10:54:17, time: 1.067, data_time: 0.043, memory: 8350, top1_acc: 0.2969, top5_acc: 0.5495, loss_cls: 3.3774, loss: 3.3774, grad_norm: 4.0221 2020-10-01 05:46:18,865 - mmaction - INFO - Epoch [1][1220/1997] lr: 7.500e-03, eta: 2 days, 10:53:54, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.2893, top5_acc: 0.5391, loss_cls: 3.4011, loss: 3.4011, grad_norm: 4.0300 2020-10-01 05:46:39,119 - mmaction - INFO - Epoch [1][1240/1997] lr: 7.500e-03, eta: 2 days, 10:50:34, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.2914, top5_acc: 0.5461, loss_cls: 3.3685, loss: 3.3685, grad_norm: 4.0654 2020-10-01 05:47:00,649 - mmaction - INFO - Epoch [1][1260/1997] lr: 7.500e-03, eta: 2 days, 10:50:42, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.2932, top5_acc: 0.5534, loss_cls: 3.3453, loss: 3.3453, grad_norm: 4.0642 2020-10-01 05:47:21,554 - mmaction - INFO - Epoch [1][1280/1997] lr: 7.500e-03, eta: 2 days, 10:49:10, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.2911, top5_acc: 0.5417, loss_cls: 3.3813, loss: 3.3813, grad_norm: 4.0579 2020-10-01 05:47:43,164 - mmaction - INFO - Epoch [1][1300/1997] lr: 7.500e-03, eta: 2 days, 10:49:31, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.2922, top5_acc: 0.5484, loss_cls: 3.3657, loss: 3.3657, grad_norm: 4.0769 2020-10-01 05:48:03,949 - mmaction - INFO - Epoch [1][1320/1997] lr: 7.500e-03, eta: 2 days, 10:47:44, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.2768, top5_acc: 0.5461, loss_cls: 3.3774, loss: 3.3774, grad_norm: 4.0961 2020-10-01 05:48:25,763 - mmaction - INFO - Epoch [1][1340/1997] lr: 7.500e-03, eta: 2 days, 10:48:34, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.2953, top5_acc: 0.5479, loss_cls: 3.3535, loss: 3.3535, grad_norm: 4.0614 2020-10-01 05:48:45,257 - mmaction - INFO - Epoch [1][1360/1997] lr: 7.500e-03, eta: 2 days, 10:43:41, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.2883, top5_acc: 0.5573, loss_cls: 3.3407, loss: 3.3407, grad_norm: 4.0830 2020-10-01 05:49:07,317 - mmaction - INFO - Epoch [1][1380/1997] lr: 7.500e-03, eta: 2 days, 10:45:05, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.3112, top5_acc: 0.5820, loss_cls: 3.2565, loss: 3.2565, grad_norm: 4.0211 2020-10-01 05:49:27,644 - mmaction - INFO - Epoch [1][1400/1997] lr: 7.500e-03, eta: 2 days, 10:42:24, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.3109, top5_acc: 0.5690, loss_cls: 3.2715, loss: 3.2715, grad_norm: 4.0562 2020-10-01 05:49:48,327 - mmaction - INFO - Epoch [1][1420/1997] lr: 7.500e-03, eta: 2 days, 10:40:34, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.2995, top5_acc: 0.5594, loss_cls: 3.2823, loss: 3.2823, grad_norm: 4.1045 2020-10-01 05:50:10,694 - mmaction - INFO - Epoch [1][1440/1997] lr: 7.500e-03, eta: 2 days, 10:42:40, time: 1.119, data_time: 0.002, memory: 8350, top1_acc: 0.3172, top5_acc: 0.5716, loss_cls: 3.2376, loss: 3.2376, grad_norm: 4.1335 2020-10-01 05:50:30,913 - mmaction - INFO - Epoch [1][1460/1997] lr: 7.500e-03, eta: 2 days, 10:39:49, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.2997, top5_acc: 0.5576, loss_cls: 3.2842, loss: 3.2842, grad_norm: 4.1268 2020-10-01 05:50:52,057 - mmaction - INFO - Epoch [1][1480/1997] lr: 7.500e-03, eta: 2 days, 10:39:02, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.3174, top5_acc: 0.5672, loss_cls: 3.1955, loss: 3.1955, grad_norm: 4.0860 2020-10-01 05:51:13,584 - mmaction - INFO - Epoch [1][1500/1997] lr: 7.500e-03, eta: 2 days, 10:39:12, time: 1.077, data_time: 0.003, memory: 8350, top1_acc: 0.3169, top5_acc: 0.5729, loss_cls: 3.2044, loss: 3.2044, grad_norm: 4.1214 2020-10-01 05:51:34,465 - mmaction - INFO - Epoch [1][1520/1997] lr: 7.500e-03, eta: 2 days, 10:37:52, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.3159, top5_acc: 0.5706, loss_cls: 3.2319, loss: 3.2319, grad_norm: 4.1323 2020-10-01 05:51:56,087 - mmaction - INFO - Epoch [1][1540/1997] lr: 7.500e-03, eta: 2 days, 10:38:16, time: 1.082, data_time: 0.003, memory: 8350, top1_acc: 0.3021, top5_acc: 0.5625, loss_cls: 3.2857, loss: 3.2857, grad_norm: 4.2732 2020-10-01 05:52:16,956 - mmaction - INFO - Epoch [1][1560/1997] lr: 7.500e-03, eta: 2 days, 10:36:59, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.2992, top5_acc: 0.5570, loss_cls: 3.2694, loss: 3.2694, grad_norm: 4.2696 2020-10-01 05:52:35,798 - mmaction - INFO - Epoch [1][1580/1997] lr: 7.500e-03, eta: 2 days, 10:31:30, time: 0.943, data_time: 0.002, memory: 8350, top1_acc: 0.3206, top5_acc: 0.5789, loss_cls: 3.1854, loss: 3.1854, grad_norm: 4.2127 2020-10-01 05:52:57,786 - mmaction - INFO - Epoch [1][1600/1997] lr: 7.500e-03, eta: 2 days, 10:32:39, time: 1.100, data_time: 0.025, memory: 8350, top1_acc: 0.3174, top5_acc: 0.5742, loss_cls: 3.1924, loss: 3.1924, grad_norm: 4.2124 2020-10-01 05:53:18,567 - mmaction - INFO - Epoch [1][1620/1997] lr: 7.500e-03, eta: 2 days, 10:31:15, time: 1.039, data_time: 0.014, memory: 8350, top1_acc: 0.3224, top5_acc: 0.5807, loss_cls: 3.1824, loss: 3.1824, grad_norm: 4.2020 2020-10-01 05:53:39,651 - mmaction - INFO - Epoch [1][1640/1997] lr: 7.500e-03, eta: 2 days, 10:30:30, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.3172, top5_acc: 0.5836, loss_cls: 3.1767, loss: 3.1767, grad_norm: 4.1923 2020-10-01 05:53:59,859 - mmaction - INFO - Epoch [1][1660/1997] lr: 7.500e-03, eta: 2 days, 10:28:05, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.3214, top5_acc: 0.5797, loss_cls: 3.2015, loss: 3.2015, grad_norm: 4.2416 2020-10-01 05:54:21,200 - mmaction - INFO - Epoch [1][1680/1997] lr: 7.500e-03, eta: 2 days, 10:27:52, time: 1.066, data_time: 0.193, memory: 8350, top1_acc: 0.3161, top5_acc: 0.5802, loss_cls: 3.1847, loss: 3.1847, grad_norm: 4.3007 2020-10-01 05:54:41,671 - mmaction - INFO - Epoch [1][1700/1997] lr: 7.500e-03, eta: 2 days, 10:25:58, time: 1.023, data_time: 0.075, memory: 8350, top1_acc: 0.3289, top5_acc: 0.5839, loss_cls: 3.1530, loss: 3.1530, grad_norm: 4.2230 2020-10-01 05:55:02,388 - mmaction - INFO - Epoch [1][1720/1997] lr: 7.500e-03, eta: 2 days, 10:24:36, time: 1.036, data_time: 0.013, memory: 8350, top1_acc: 0.3148, top5_acc: 0.5747, loss_cls: 3.1872, loss: 3.1872, grad_norm: 4.1907 2020-10-01 05:55:24,614 - mmaction - INFO - Epoch [1][1740/1997] lr: 7.500e-03, eta: 2 days, 10:26:06, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.3266, top5_acc: 0.5732, loss_cls: 3.1838, loss: 3.1838, grad_norm: 4.2776 2020-10-01 05:55:44,489 - mmaction - INFO - Epoch [1][1760/1997] lr: 7.500e-03, eta: 2 days, 10:23:12, time: 0.995, data_time: 0.003, memory: 8350, top1_acc: 0.3234, top5_acc: 0.5935, loss_cls: 3.1223, loss: 3.1223, grad_norm: 4.1745 2020-10-01 05:56:05,434 - mmaction - INFO - Epoch [1][1780/1997] lr: 7.500e-03, eta: 2 days, 10:22:16, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.1164, loss: 3.1164, grad_norm: 4.2667 2020-10-01 05:56:26,332 - mmaction - INFO - Epoch [1][1800/1997] lr: 7.500e-03, eta: 2 days, 10:21:17, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.3396, top5_acc: 0.5987, loss_cls: 3.1008, loss: 3.1008, grad_norm: 4.2768 2020-10-01 05:56:48,311 - mmaction - INFO - Epoch [1][1820/1997] lr: 7.500e-03, eta: 2 days, 10:22:19, time: 1.100, data_time: 0.003, memory: 8350, top1_acc: 0.3253, top5_acc: 0.5919, loss_cls: 3.0940, loss: 3.0940, grad_norm: 4.3023 2020-10-01 05:57:09,451 - mmaction - INFO - Epoch [1][1840/1997] lr: 7.500e-03, eta: 2 days, 10:21:47, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.3289, top5_acc: 0.5958, loss_cls: 3.1164, loss: 3.1164, grad_norm: 4.2721 2020-10-01 05:57:29,844 - mmaction - INFO - Epoch [1][1860/1997] lr: 7.500e-03, eta: 2 days, 10:19:57, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.3336, top5_acc: 0.5878, loss_cls: 3.1412, loss: 3.1412, grad_norm: 4.3256 2020-10-01 05:57:50,911 - mmaction - INFO - Epoch [1][1880/1997] lr: 7.500e-03, eta: 2 days, 10:19:17, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.3336, top5_acc: 0.5956, loss_cls: 3.1182, loss: 3.1182, grad_norm: 4.3301 2020-10-01 05:58:12,265 - mmaction - INFO - Epoch [1][1900/1997] lr: 7.500e-03, eta: 2 days, 10:19:09, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.3284, top5_acc: 0.5909, loss_cls: 3.1098, loss: 3.1098, grad_norm: 4.2966 2020-10-01 05:58:32,555 - mmaction - INFO - Epoch [1][1920/1997] lr: 7.500e-03, eta: 2 days, 10:17:12, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.3281, top5_acc: 0.5849, loss_cls: 3.1317, loss: 3.1317, grad_norm: 4.2839 2020-10-01 05:58:52,937 - mmaction - INFO - Epoch [1][1940/1997] lr: 7.500e-03, eta: 2 days, 10:15:26, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.3307, top5_acc: 0.6010, loss_cls: 3.1034, loss: 3.1034, grad_norm: 4.3773 2020-10-01 05:59:14,031 - mmaction - INFO - Epoch [1][1960/1997] lr: 7.500e-03, eta: 2 days, 10:14:53, time: 1.055, data_time: 0.099, memory: 8350, top1_acc: 0.3219, top5_acc: 0.5927, loss_cls: 3.1079, loss: 3.1079, grad_norm: 4.3872 2020-10-01 05:59:34,180 - mmaction - INFO - Epoch [1][1980/1997] lr: 7.500e-03, eta: 2 days, 10:12:46, time: 1.008, data_time: 0.065, memory: 8350, top1_acc: 0.3357, top5_acc: 0.5909, loss_cls: 3.1278, loss: 3.1278, grad_norm: 4.3508 2020-10-01 05:59:52,937 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-10-01 06:00:46,029 - mmaction - INFO - Epoch [2][20/1997] lr: 7.500e-03, eta: 2 days, 10:32:36, time: 2.588, data_time: 1.566, memory: 8350, top1_acc: 0.3568, top5_acc: 0.6133, loss_cls: 3.0087, loss: 3.0087, grad_norm: 4.2680 2020-10-01 06:01:07,908 - mmaction - INFO - Epoch [2][40/1997] lr: 7.500e-03, eta: 2 days, 10:33:09, time: 1.094, data_time: 0.013, memory: 8350, top1_acc: 0.3346, top5_acc: 0.6065, loss_cls: 3.0579, loss: 3.0579, grad_norm: 4.3272 2020-10-01 06:01:28,227 - mmaction - INFO - Epoch [2][60/1997] lr: 7.500e-03, eta: 2 days, 10:31:10, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.3583, top5_acc: 0.6174, loss_cls: 2.9826, loss: 2.9826, grad_norm: 4.3630 2020-10-01 06:01:49,582 - mmaction - INFO - Epoch [2][80/1997] lr: 7.500e-03, eta: 2 days, 10:30:54, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.3448, top5_acc: 0.6008, loss_cls: 3.0432, loss: 3.0432, grad_norm: 4.4033 2020-10-01 06:02:09,776 - mmaction - INFO - Epoch [2][100/1997] lr: 7.500e-03, eta: 2 days, 10:28:47, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.3591, top5_acc: 0.6227, loss_cls: 2.9527, loss: 2.9527, grad_norm: 4.3549 2020-10-01 06:02:30,358 - mmaction - INFO - Epoch [2][120/1997] lr: 7.500e-03, eta: 2 days, 10:27:17, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.3617, top5_acc: 0.6107, loss_cls: 2.9954, loss: 2.9954, grad_norm: 4.3296 2020-10-01 06:02:51,463 - mmaction - INFO - Epoch [2][140/1997] lr: 7.500e-03, eta: 2 days, 10:26:38, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.3607, top5_acc: 0.6234, loss_cls: 2.9377, loss: 2.9377, grad_norm: 4.3960 2020-10-01 06:03:12,663 - mmaction - INFO - Epoch [2][160/1997] lr: 7.500e-03, eta: 2 days, 10:26:07, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.3552, top5_acc: 0.6104, loss_cls: 2.9865, loss: 2.9865, grad_norm: 4.3898 2020-10-01 06:03:33,363 - mmaction - INFO - Epoch [2][180/1997] lr: 7.500e-03, eta: 2 days, 10:24:52, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.3370, top5_acc: 0.6052, loss_cls: 3.0363, loss: 3.0363, grad_norm: 4.4536 2020-10-01 06:03:54,576 - mmaction - INFO - Epoch [2][200/1997] lr: 7.500e-03, eta: 2 days, 10:24:23, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.3583, top5_acc: 0.6125, loss_cls: 2.9876, loss: 2.9876, grad_norm: 4.4385 2020-10-01 06:04:15,231 - mmaction - INFO - Epoch [2][220/1997] lr: 7.500e-03, eta: 2 days, 10:23:05, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.3589, top5_acc: 0.6250, loss_cls: 2.9363, loss: 2.9363, grad_norm: 4.3977 2020-10-01 06:04:35,932 - mmaction - INFO - Epoch [2][240/1997] lr: 7.500e-03, eta: 2 days, 10:21:53, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.3417, top5_acc: 0.6078, loss_cls: 3.0290, loss: 3.0290, grad_norm: 4.4224 2020-10-01 06:04:56,705 - mmaction - INFO - Epoch [2][260/1997] lr: 7.500e-03, eta: 2 days, 10:20:47, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.3518, top5_acc: 0.6096, loss_cls: 2.9743, loss: 2.9743, grad_norm: 4.4822 2020-10-01 06:05:18,128 - mmaction - INFO - Epoch [2][280/1997] lr: 7.500e-03, eta: 2 days, 10:20:37, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.3503, top5_acc: 0.6112, loss_cls: 2.9787, loss: 2.9787, grad_norm: 4.4268 2020-10-01 06:05:39,672 - mmaction - INFO - Epoch [2][300/1997] lr: 7.500e-03, eta: 2 days, 10:20:39, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.3406, top5_acc: 0.6102, loss_cls: 3.0335, loss: 3.0335, grad_norm: 4.4747 2020-10-01 06:06:00,312 - mmaction - INFO - Epoch [2][320/1997] lr: 7.500e-03, eta: 2 days, 10:19:23, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.3581, top5_acc: 0.6198, loss_cls: 2.9636, loss: 2.9636, grad_norm: 4.3933 2020-10-01 06:06:20,991 - mmaction - INFO - Epoch [2][340/1997] lr: 7.500e-03, eta: 2 days, 10:18:11, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.3635, top5_acc: 0.6284, loss_cls: 2.9293, loss: 2.9293, grad_norm: 4.4487 2020-10-01 06:06:41,953 - mmaction - INFO - Epoch [2][360/1997] lr: 7.500e-03, eta: 2 days, 10:17:25, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.3599, top5_acc: 0.6227, loss_cls: 2.9575, loss: 2.9575, grad_norm: 4.4626 2020-10-01 06:07:02,521 - mmaction - INFO - Epoch [2][380/1997] lr: 7.500e-03, eta: 2 days, 10:16:04, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.3669, top5_acc: 0.6198, loss_cls: 2.9414, loss: 2.9414, grad_norm: 4.4292 2020-10-01 06:07:23,268 - mmaction - INFO - Epoch [2][400/1997] lr: 7.500e-03, eta: 2 days, 10:15:02, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.3706, top5_acc: 0.6271, loss_cls: 2.9142, loss: 2.9142, grad_norm: 4.4794 2020-10-01 06:07:43,138 - mmaction - INFO - Epoch [2][420/1997] lr: 7.500e-03, eta: 2 days, 10:12:48, time: 0.994, data_time: 0.001, memory: 8350, top1_acc: 0.3526, top5_acc: 0.6216, loss_cls: 2.9570, loss: 2.9570, grad_norm: 4.4406 2020-10-01 06:08:04,570 - mmaction - INFO - Epoch [2][440/1997] lr: 7.500e-03, eta: 2 days, 10:12:41, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.3497, top5_acc: 0.6245, loss_cls: 2.9483, loss: 2.9483, grad_norm: 4.5023 2020-10-01 06:08:26,347 - mmaction - INFO - Epoch [2][460/1997] lr: 7.500e-03, eta: 2 days, 10:13:02, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.3490, top5_acc: 0.6237, loss_cls: 2.9348, loss: 2.9348, grad_norm: 4.5146 2020-10-01 06:08:45,822 - mmaction - INFO - Epoch [2][480/1997] lr: 7.500e-03, eta: 2 days, 10:10:17, time: 0.972, data_time: 0.002, memory: 8350, top1_acc: 0.3549, top5_acc: 0.6138, loss_cls: 2.9825, loss: 2.9825, grad_norm: 4.5148 2020-10-01 06:09:08,031 - mmaction - INFO - Epoch [2][500/1997] lr: 7.500e-03, eta: 2 days, 10:11:14, time: 1.112, data_time: 0.003, memory: 8350, top1_acc: 0.3526, top5_acc: 0.6227, loss_cls: 2.9067, loss: 2.9067, grad_norm: 4.5225 2020-10-01 06:09:29,298 - mmaction - INFO - Epoch [2][520/1997] lr: 7.500e-03, eta: 2 days, 10:10:56, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.3445, top5_acc: 0.6159, loss_cls: 2.9530, loss: 2.9530, grad_norm: 4.4809 2020-10-01 06:09:48,890 - mmaction - INFO - Epoch [2][540/1997] lr: 7.500e-03, eta: 2 days, 10:08:26, time: 0.980, data_time: 0.001, memory: 8350, top1_acc: 0.3646, top5_acc: 0.6271, loss_cls: 2.8920, loss: 2.8920, grad_norm: 4.4987 2020-10-01 06:10:10,817 - mmaction - INFO - Epoch [2][560/1997] lr: 7.500e-03, eta: 2 days, 10:08:58, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.3784, top5_acc: 0.6396, loss_cls: 2.8722, loss: 2.8722, grad_norm: 4.5240 2020-10-01 06:10:31,554 - mmaction - INFO - Epoch [2][580/1997] lr: 7.500e-03, eta: 2 days, 10:07:59, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.3484, top5_acc: 0.6159, loss_cls: 2.9488, loss: 2.9488, grad_norm: 4.5552 2020-10-01 06:10:51,510 - mmaction - INFO - Epoch [2][600/1997] lr: 7.500e-03, eta: 2 days, 10:06:00, time: 0.998, data_time: 0.006, memory: 8350, top1_acc: 0.3721, top5_acc: 0.6424, loss_cls: 2.8625, loss: 2.8625, grad_norm: 4.4495 2020-10-01 06:11:12,718 - mmaction - INFO - Epoch [2][620/1997] lr: 7.500e-03, eta: 2 days, 10:05:38, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.3724, top5_acc: 0.6284, loss_cls: 2.9361, loss: 2.9361, grad_norm: 4.5252 2020-10-01 06:11:33,540 - mmaction - INFO - Epoch [2][640/1997] lr: 7.500e-03, eta: 2 days, 10:04:46, time: 1.041, data_time: 0.090, memory: 8350, top1_acc: 0.3628, top5_acc: 0.6253, loss_cls: 2.9136, loss: 2.9136, grad_norm: 4.5243 2020-10-01 06:11:53,745 - mmaction - INFO - Epoch [2][660/1997] lr: 7.500e-03, eta: 2 days, 10:03:10, time: 1.010, data_time: 0.012, memory: 8350, top1_acc: 0.3706, top5_acc: 0.6206, loss_cls: 2.9323, loss: 2.9323, grad_norm: 4.6151 2020-10-01 06:12:16,176 - mmaction - INFO - Epoch [2][680/1997] lr: 7.500e-03, eta: 2 days, 10:04:19, time: 1.122, data_time: 0.095, memory: 8350, top1_acc: 0.3701, top5_acc: 0.6305, loss_cls: 2.8985, loss: 2.8985, grad_norm: 4.5616 2020-10-01 06:12:36,825 - mmaction - INFO - Epoch [2][700/1997] lr: 7.500e-03, eta: 2 days, 10:03:16, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.3630, top5_acc: 0.6289, loss_cls: 2.8961, loss: 2.8961, grad_norm: 4.5267 2020-10-01 06:12:56,788 - mmaction - INFO - Epoch [2][720/1997] lr: 7.500e-03, eta: 2 days, 10:01:22, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.3609, top5_acc: 0.6299, loss_cls: 2.8828, loss: 2.8828, grad_norm: 4.5392 2020-10-01 06:13:17,094 - mmaction - INFO - Epoch [2][740/1997] lr: 7.500e-03, eta: 2 days, 9:59:57, time: 1.016, data_time: 0.003, memory: 8350, top1_acc: 0.3612, top5_acc: 0.6247, loss_cls: 2.9347, loss: 2.9347, grad_norm: 4.5620 2020-10-01 06:13:38,181 - mmaction - INFO - Epoch [2][760/1997] lr: 7.500e-03, eta: 2 days, 9:59:28, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.3891, top5_acc: 0.6339, loss_cls: 2.8593, loss: 2.8593, grad_norm: 4.5577 2020-10-01 06:13:58,807 - mmaction - INFO - Epoch [2][780/1997] lr: 7.500e-03, eta: 2 days, 9:58:26, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.3828, top5_acc: 0.6430, loss_cls: 2.8171, loss: 2.8171, grad_norm: 4.5403 2020-10-01 06:14:20,965 - mmaction - INFO - Epoch [2][800/1997] lr: 7.500e-03, eta: 2 days, 9:59:12, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.3695, top5_acc: 0.6107, loss_cls: 2.9311, loss: 2.9311, grad_norm: 4.5694 2020-10-01 06:14:40,796 - mmaction - INFO - Epoch [2][820/1997] lr: 7.500e-03, eta: 2 days, 9:57:15, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.3664, top5_acc: 0.6289, loss_cls: 2.8981, loss: 2.8981, grad_norm: 4.5503 2020-10-01 06:15:01,932 - mmaction - INFO - Epoch [2][840/1997] lr: 7.500e-03, eta: 2 days, 9:56:49, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.3677, top5_acc: 0.6320, loss_cls: 2.9058, loss: 2.9058, grad_norm: 4.6117 2020-10-01 06:15:22,826 - mmaction - INFO - Epoch [2][860/1997] lr: 7.500e-03, eta: 2 days, 9:56:08, time: 1.045, data_time: 0.003, memory: 8350, top1_acc: 0.3711, top5_acc: 0.6422, loss_cls: 2.8911, loss: 2.8911, grad_norm: 4.6759 2020-10-01 06:15:43,783 - mmaction - INFO - Epoch [2][880/1997] lr: 7.500e-03, eta: 2 days, 9:55:30, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.3758, top5_acc: 0.6396, loss_cls: 2.8505, loss: 2.8505, grad_norm: 4.5645 2020-10-01 06:16:03,355 - mmaction - INFO - Epoch [2][900/1997] lr: 7.500e-03, eta: 2 days, 9:53:20, time: 0.979, data_time: 0.002, memory: 8350, top1_acc: 0.3883, top5_acc: 0.6424, loss_cls: 2.8075, loss: 2.8075, grad_norm: 4.5241 2020-10-01 06:16:24,885 - mmaction - INFO - Epoch [2][920/1997] lr: 7.500e-03, eta: 2 days, 9:53:23, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.3854, top5_acc: 0.6471, loss_cls: 2.8356, loss: 2.8356, grad_norm: 4.5869 2020-10-01 06:16:46,670 - mmaction - INFO - Epoch [2][940/1997] lr: 7.500e-03, eta: 2 days, 9:53:40, time: 1.087, data_time: 0.030, memory: 8350, top1_acc: 0.3768, top5_acc: 0.6487, loss_cls: 2.8476, loss: 2.8476, grad_norm: 4.5798 2020-10-01 06:17:06,650 - mmaction - INFO - Epoch [2][960/1997] lr: 7.500e-03, eta: 2 days, 9:51:59, time: 0.999, data_time: 0.003, memory: 8350, top1_acc: 0.3703, top5_acc: 0.6367, loss_cls: 2.8789, loss: 2.8789, grad_norm: 4.5861 2020-10-01 06:17:27,683 - mmaction - INFO - Epoch [2][980/1997] lr: 7.500e-03, eta: 2 days, 9:51:30, time: 1.053, data_time: 0.008, memory: 8350, top1_acc: 0.3844, top5_acc: 0.6414, loss_cls: 2.8180, loss: 2.8180, grad_norm: 4.5983 2020-10-01 06:17:48,561 - mmaction - INFO - Epoch [2][1000/1997] lr: 7.500e-03, eta: 2 days, 9:50:48, time: 1.043, data_time: 0.309, memory: 8350, top1_acc: 0.3812, top5_acc: 0.6448, loss_cls: 2.8077, loss: 2.8077, grad_norm: 4.5816 2020-10-01 06:18:09,602 - mmaction - INFO - Epoch [2][1020/1997] lr: 7.500e-03, eta: 2 days, 9:50:19, time: 1.053, data_time: 0.038, memory: 8350, top1_acc: 0.3734, top5_acc: 0.6294, loss_cls: 2.8757, loss: 2.8757, grad_norm: 4.6159 2020-10-01 06:18:30,462 - mmaction - INFO - Epoch [2][1040/1997] lr: 7.500e-03, eta: 2 days, 9:49:38, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.3766, top5_acc: 0.6401, loss_cls: 2.8394, loss: 2.8394, grad_norm: 4.5556 2020-10-01 06:18:51,226 - mmaction - INFO - Epoch [2][1060/1997] lr: 7.500e-03, eta: 2 days, 9:48:51, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.3693, top5_acc: 0.6401, loss_cls: 2.8454, loss: 2.8454, grad_norm: 4.6033 2020-10-01 06:19:11,907 - mmaction - INFO - Epoch [2][1080/1997] lr: 7.500e-03, eta: 2 days, 9:47:58, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.3703, top5_acc: 0.6435, loss_cls: 2.8599, loss: 2.8599, grad_norm: 4.6711 2020-10-01 06:19:32,421 - mmaction - INFO - Epoch [2][1100/1997] lr: 7.500e-03, eta: 2 days, 9:46:55, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.3919, top5_acc: 0.6443, loss_cls: 2.8128, loss: 2.8128, grad_norm: 4.6049 2020-10-01 06:19:53,309 - mmaction - INFO - Epoch [2][1120/1997] lr: 7.500e-03, eta: 2 days, 9:46:17, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.3862, top5_acc: 0.6432, loss_cls: 2.8183, loss: 2.8183, grad_norm: 4.5690 2020-10-01 06:20:14,525 - mmaction - INFO - Epoch [2][1140/1997] lr: 7.500e-03, eta: 2 days, 9:45:59, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.3898, top5_acc: 0.6271, loss_cls: 2.8615, loss: 2.8615, grad_norm: 4.6388 2020-10-01 06:20:36,364 - mmaction - INFO - Epoch [2][1160/1997] lr: 7.500e-03, eta: 2 days, 9:46:20, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.3820, top5_acc: 0.6385, loss_cls: 2.8194, loss: 2.8194, grad_norm: 4.6394 2020-10-01 06:20:56,657 - mmaction - INFO - Epoch [2][1180/1997] lr: 7.500e-03, eta: 2 days, 9:45:05, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.3771, top5_acc: 0.6380, loss_cls: 2.8329, loss: 2.8329, grad_norm: 4.7190 2020-10-01 06:21:18,029 - mmaction - INFO - Epoch [2][1200/1997] lr: 7.500e-03, eta: 2 days, 9:44:58, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.3810, top5_acc: 0.6385, loss_cls: 2.8480, loss: 2.8480, grad_norm: 4.7512 2020-10-01 06:21:39,326 - mmaction - INFO - Epoch [2][1220/1997] lr: 7.500e-03, eta: 2 days, 9:44:45, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.3841, top5_acc: 0.6474, loss_cls: 2.8009, loss: 2.8009, grad_norm: 4.6510 2020-10-01 06:22:00,417 - mmaction - INFO - Epoch [2][1240/1997] lr: 7.500e-03, eta: 2 days, 9:44:19, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.3737, top5_acc: 0.6466, loss_cls: 2.8231, loss: 2.8231, grad_norm: 4.6957 2020-10-01 06:22:20,789 - mmaction - INFO - Epoch [2][1260/1997] lr: 7.500e-03, eta: 2 days, 9:43:11, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.3727, top5_acc: 0.6359, loss_cls: 2.8517, loss: 2.8517, grad_norm: 4.7063 2020-10-01 06:22:41,833 - mmaction - INFO - Epoch [2][1280/1997] lr: 7.500e-03, eta: 2 days, 9:42:42, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.3943, top5_acc: 0.6487, loss_cls: 2.7583, loss: 2.7583, grad_norm: 4.6060 2020-10-01 06:23:01,762 - mmaction - INFO - Epoch [2][1300/1997] lr: 7.500e-03, eta: 2 days, 9:41:09, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.3857, top5_acc: 0.6383, loss_cls: 2.8389, loss: 2.8389, grad_norm: 4.6551 2020-10-01 06:23:22,253 - mmaction - INFO - Epoch [2][1320/1997] lr: 7.500e-03, eta: 2 days, 9:40:09, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.3859, top5_acc: 0.6477, loss_cls: 2.7892, loss: 2.7892, grad_norm: 4.6309 2020-10-01 06:23:44,466 - mmaction - INFO - Epoch [2][1340/1997] lr: 7.500e-03, eta: 2 days, 9:40:50, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.3779, top5_acc: 0.6370, loss_cls: 2.8101, loss: 2.8101, grad_norm: 4.6339 2020-10-01 06:24:03,822 - mmaction - INFO - Epoch [2][1360/1997] lr: 7.500e-03, eta: 2 days, 9:38:44, time: 0.968, data_time: 0.002, memory: 8350, top1_acc: 0.3802, top5_acc: 0.6464, loss_cls: 2.8163, loss: 2.8163, grad_norm: 4.6366 2020-10-01 06:24:25,070 - mmaction - INFO - Epoch [2][1380/1997] lr: 7.500e-03, eta: 2 days, 9:38:29, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.3964, top5_acc: 0.6544, loss_cls: 2.7906, loss: 2.7906, grad_norm: 4.6275 2020-10-01 06:24:45,476 - mmaction - INFO - Epoch [2][1400/1997] lr: 7.500e-03, eta: 2 days, 9:37:25, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.3836, top5_acc: 0.6440, loss_cls: 2.7951, loss: 2.7951, grad_norm: 4.6899 2020-10-01 06:25:05,791 - mmaction - INFO - Epoch [2][1420/1997] lr: 7.500e-03, eta: 2 days, 9:36:17, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.3849, top5_acc: 0.6469, loss_cls: 2.8089, loss: 2.8089, grad_norm: 4.7482 2020-10-01 06:25:26,913 - mmaction - INFO - Epoch [2][1440/1997] lr: 7.500e-03, eta: 2 days, 9:35:55, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.3807, top5_acc: 0.6471, loss_cls: 2.8206, loss: 2.8206, grad_norm: 4.7223 2020-10-01 06:25:46,916 - mmaction - INFO - Epoch [2][1460/1997] lr: 7.500e-03, eta: 2 days, 9:34:31, time: 1.001, data_time: 0.005, memory: 8350, top1_acc: 0.3859, top5_acc: 0.6430, loss_cls: 2.8158, loss: 2.8158, grad_norm: 4.7531 2020-10-01 06:26:07,927 - mmaction - INFO - Epoch [2][1480/1997] lr: 7.500e-03, eta: 2 days, 9:34:03, time: 1.050, data_time: 0.174, memory: 8350, top1_acc: 0.3813, top5_acc: 0.6453, loss_cls: 2.7995, loss: 2.7995, grad_norm: 4.7349 2020-10-01 06:26:28,863 - mmaction - INFO - Epoch [2][1500/1997] lr: 7.500e-03, eta: 2 days, 9:33:31, time: 1.046, data_time: 0.056, memory: 8350, top1_acc: 0.3870, top5_acc: 0.6357, loss_cls: 2.7886, loss: 2.7886, grad_norm: 4.7133 2020-10-01 06:26:50,025 - mmaction - INFO - Epoch [2][1520/1997] lr: 7.500e-03, eta: 2 days, 9:33:12, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.3771, top5_acc: 0.6352, loss_cls: 2.8466, loss: 2.8466, grad_norm: 4.7348 2020-10-01 06:27:10,327 - mmaction - INFO - Epoch [2][1540/1997] lr: 7.500e-03, eta: 2 days, 9:32:06, time: 1.015, data_time: 0.006, memory: 8350, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.8244, loss: 2.8244, grad_norm: 4.7200 2020-10-01 06:27:31,067 - mmaction - INFO - Epoch [2][1560/1997] lr: 7.500e-03, eta: 2 days, 9:31:23, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.4029, top5_acc: 0.6622, loss_cls: 2.7335, loss: 2.7335, grad_norm: 4.6752 2020-10-01 06:27:52,440 - mmaction - INFO - Epoch [2][1580/1997] lr: 7.500e-03, eta: 2 days, 9:31:16, time: 1.069, data_time: 0.021, memory: 8350, top1_acc: 0.3901, top5_acc: 0.6521, loss_cls: 2.7708, loss: 2.7708, grad_norm: 4.6614 2020-10-01 06:28:14,251 - mmaction - INFO - Epoch [2][1600/1997] lr: 7.500e-03, eta: 2 days, 9:31:34, time: 1.091, data_time: 0.032, memory: 8350, top1_acc: 0.3815, top5_acc: 0.6430, loss_cls: 2.8252, loss: 2.8252, grad_norm: 4.7957 2020-10-01 06:28:34,490 - mmaction - INFO - Epoch [2][1620/1997] lr: 7.500e-03, eta: 2 days, 9:30:25, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.3893, top5_acc: 0.6469, loss_cls: 2.7903, loss: 2.7903, grad_norm: 4.7283 2020-10-01 06:28:55,740 - mmaction - INFO - Epoch [2][1640/1997] lr: 7.500e-03, eta: 2 days, 9:30:11, time: 1.062, data_time: 0.063, memory: 8350, top1_acc: 0.3826, top5_acc: 0.6500, loss_cls: 2.7721, loss: 2.7721, grad_norm: 4.6837 2020-10-01 06:29:16,642 - mmaction - INFO - Epoch [2][1660/1997] lr: 7.500e-03, eta: 2 days, 9:29:39, time: 1.046, data_time: 0.184, memory: 8350, top1_acc: 0.3906, top5_acc: 0.6440, loss_cls: 2.8092, loss: 2.8092, grad_norm: 4.7698 2020-10-01 06:29:37,598 - mmaction - INFO - Epoch [2][1680/1997] lr: 7.500e-03, eta: 2 days, 9:29:08, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.3852, top5_acc: 0.6318, loss_cls: 2.8355, loss: 2.8355, grad_norm: 4.8501 2020-10-01 06:29:58,377 - mmaction - INFO - Epoch [2][1700/1997] lr: 7.500e-03, eta: 2 days, 9:28:30, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.3888, top5_acc: 0.6422, loss_cls: 2.7678, loss: 2.7678, grad_norm: 4.6815 2020-10-01 06:30:19,452 - mmaction - INFO - Epoch [2][1720/1997] lr: 7.500e-03, eta: 2 days, 9:28:05, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.3896, top5_acc: 0.6445, loss_cls: 2.7946, loss: 2.7946, grad_norm: 4.7396 2020-10-01 06:30:40,251 - mmaction - INFO - Epoch [2][1740/1997] lr: 7.500e-03, eta: 2 days, 9:27:29, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.3841, top5_acc: 0.6383, loss_cls: 2.8103, loss: 2.8103, grad_norm: 4.6823 2020-10-01 06:31:00,747 - mmaction - INFO - Epoch [2][1760/1997] lr: 7.500e-03, eta: 2 days, 9:26:36, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.8360, loss: 2.8360, grad_norm: 4.7637 2020-10-01 06:31:21,674 - mmaction - INFO - Epoch [2][1780/1997] lr: 7.500e-03, eta: 2 days, 9:26:05, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.3951, top5_acc: 0.6427, loss_cls: 2.7946, loss: 2.7946, grad_norm: 4.7553 2020-10-01 06:31:43,517 - mmaction - INFO - Epoch [2][1800/1997] lr: 7.500e-03, eta: 2 days, 9:26:22, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.4052, top5_acc: 0.6516, loss_cls: 2.7171, loss: 2.7171, grad_norm: 4.6758 2020-10-01 06:32:03,877 - mmaction - INFO - Epoch [2][1820/1997] lr: 7.500e-03, eta: 2 days, 9:25:23, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.3880, top5_acc: 0.6581, loss_cls: 2.7344, loss: 2.7344, grad_norm: 4.7167 2020-10-01 06:32:25,767 - mmaction - INFO - Epoch [2][1840/1997] lr: 7.500e-03, eta: 2 days, 9:25:41, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.3990, top5_acc: 0.6562, loss_cls: 2.7316, loss: 2.7316, grad_norm: 4.6583 2020-10-01 06:32:47,863 - mmaction - INFO - Epoch [2][1860/1997] lr: 7.500e-03, eta: 2 days, 9:26:10, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.3990, top5_acc: 0.6542, loss_cls: 2.7439, loss: 2.7439, grad_norm: 4.7574 2020-10-01 06:33:08,243 - mmaction - INFO - Epoch [2][1880/1997] lr: 7.500e-03, eta: 2 days, 9:25:12, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.4003, top5_acc: 0.6513, loss_cls: 2.7616, loss: 2.7616, grad_norm: 4.7775 2020-10-01 06:33:29,585 - mmaction - INFO - Epoch [2][1900/1997] lr: 7.500e-03, eta: 2 days, 9:25:03, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.3849, top5_acc: 0.6656, loss_cls: 2.7364, loss: 2.7364, grad_norm: 4.7783 2020-10-01 06:33:50,698 - mmaction - INFO - Epoch [2][1920/1997] lr: 7.500e-03, eta: 2 days, 9:24:41, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.3898, top5_acc: 0.6469, loss_cls: 2.7867, loss: 2.7867, grad_norm: 4.7710 2020-10-01 06:34:10,731 - mmaction - INFO - Epoch [2][1940/1997] lr: 7.500e-03, eta: 2 days, 9:23:26, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.4018, top5_acc: 0.6565, loss_cls: 2.7364, loss: 2.7364, grad_norm: 4.7805 2020-10-01 06:34:31,673 - mmaction - INFO - Epoch [2][1960/1997] lr: 7.500e-03, eta: 2 days, 9:22:57, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.3997, top5_acc: 0.6667, loss_cls: 2.6901, loss: 2.6901, grad_norm: 4.6570 2020-10-01 06:34:52,667 - mmaction - INFO - Epoch [2][1980/1997] lr: 7.500e-03, eta: 2 days, 9:22:31, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.3956, top5_acc: 0.6643, loss_cls: 2.7274, loss: 2.7274, grad_norm: 4.7933 2020-10-01 06:35:10,572 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-10-01 06:35:55,140 - mmaction - INFO - Epoch [3][20/1997] lr: 7.500e-03, eta: 2 days, 9:25:37, time: 2.183, data_time: 1.167, memory: 8350, top1_acc: 0.3922, top5_acc: 0.6768, loss_cls: 2.6945, loss: 2.6945, grad_norm: 4.7401 2020-10-01 06:36:16,521 - mmaction - INFO - Epoch [3][40/1997] lr: 7.500e-03, eta: 2 days, 9:25:28, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.4135, top5_acc: 0.6638, loss_cls: 2.6714, loss: 2.6714, grad_norm: 4.7244 2020-10-01 06:36:36,852 - mmaction - INFO - Epoch [3][60/1997] lr: 7.500e-03, eta: 2 days, 9:24:28, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.3930, top5_acc: 0.6443, loss_cls: 2.7434, loss: 2.7434, grad_norm: 4.7827 2020-10-01 06:36:57,669 - mmaction - INFO - Epoch [3][80/1997] lr: 7.500e-03, eta: 2 days, 9:23:52, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.3909, top5_acc: 0.6635, loss_cls: 2.7128, loss: 2.7128, grad_norm: 4.7970 2020-10-01 06:37:18,998 - mmaction - INFO - Epoch [3][100/1997] lr: 7.500e-03, eta: 2 days, 9:23:41, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.4164, top5_acc: 0.6706, loss_cls: 2.6621, loss: 2.6621, grad_norm: 4.7939 2020-10-01 06:37:40,584 - mmaction - INFO - Epoch [3][120/1997] lr: 7.500e-03, eta: 2 days, 9:23:42, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.4161, top5_acc: 0.6714, loss_cls: 2.6757, loss: 2.6757, grad_norm: 4.8136 2020-10-01 06:38:00,562 - mmaction - INFO - Epoch [3][140/1997] lr: 7.500e-03, eta: 2 days, 9:22:27, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.4049, top5_acc: 0.6654, loss_cls: 2.6548, loss: 2.6548, grad_norm: 4.7771 2020-10-01 06:38:21,835 - mmaction - INFO - Epoch [3][160/1997] lr: 7.500e-03, eta: 2 days, 9:22:12, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.4109, top5_acc: 0.6839, loss_cls: 2.5997, loss: 2.5997, grad_norm: 4.7278 2020-10-01 06:38:42,490 - mmaction - INFO - Epoch [3][180/1997] lr: 7.500e-03, eta: 2 days, 9:21:29, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.4010, top5_acc: 0.6583, loss_cls: 2.6947, loss: 2.6947, grad_norm: 4.7309 2020-10-01 06:39:03,164 - mmaction - INFO - Epoch [3][200/1997] lr: 7.500e-03, eta: 2 days, 9:20:47, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.4047, top5_acc: 0.6586, loss_cls: 2.6967, loss: 2.6967, grad_norm: 4.7901 2020-10-01 06:39:25,135 - mmaction - INFO - Epoch [3][220/1997] lr: 7.500e-03, eta: 2 days, 9:21:05, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.4169, top5_acc: 0.6760, loss_cls: 2.6566, loss: 2.6566, grad_norm: 4.7339 2020-10-01 06:39:44,949 - mmaction - INFO - Epoch [3][240/1997] lr: 7.500e-03, eta: 2 days, 9:19:44, time: 0.991, data_time: 0.002, memory: 8350, top1_acc: 0.4052, top5_acc: 0.6716, loss_cls: 2.6659, loss: 2.6659, grad_norm: 4.8350 2020-10-01 06:40:06,579 - mmaction - INFO - Epoch [3][260/1997] lr: 7.500e-03, eta: 2 days, 9:19:46, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.4013, top5_acc: 0.6568, loss_cls: 2.6946, loss: 2.6946, grad_norm: 4.8235 2020-10-01 06:40:27,791 - mmaction - INFO - Epoch [3][280/1997] lr: 7.500e-03, eta: 2 days, 9:19:29, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.4026, top5_acc: 0.6536, loss_cls: 2.7032, loss: 2.7032, grad_norm: 4.7925 2020-10-01 06:40:47,920 - mmaction - INFO - Epoch [3][300/1997] lr: 7.500e-03, eta: 2 days, 9:18:23, time: 1.007, data_time: 0.003, memory: 8350, top1_acc: 0.4122, top5_acc: 0.6708, loss_cls: 2.6215, loss: 2.6215, grad_norm: 4.7023 2020-10-01 06:41:09,530 - mmaction - INFO - Epoch [3][320/1997] lr: 7.500e-03, eta: 2 days, 9:18:24, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.4128, top5_acc: 0.6721, loss_cls: 2.6413, loss: 2.6413, grad_norm: 4.8484 2020-10-01 06:41:31,427 - mmaction - INFO - Epoch [3][340/1997] lr: 7.500e-03, eta: 2 days, 9:18:38, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.4177, top5_acc: 0.6659, loss_cls: 2.6853, loss: 2.6853, grad_norm: 4.8629 2020-10-01 06:41:51,904 - mmaction - INFO - Epoch [3][360/1997] lr: 7.500e-03, eta: 2 days, 9:17:48, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.4070, top5_acc: 0.6604, loss_cls: 2.6764, loss: 2.6764, grad_norm: 4.8588 2020-10-01 06:42:12,754 - mmaction - INFO - Epoch [3][380/1997] lr: 7.500e-03, eta: 2 days, 9:17:15, time: 1.043, data_time: 0.003, memory: 8350, top1_acc: 0.4029, top5_acc: 0.6674, loss_cls: 2.6776, loss: 2.6776, grad_norm: 4.8228 2020-10-01 06:42:33,187 - mmaction - INFO - Epoch [3][400/1997] lr: 7.500e-03, eta: 2 days, 9:16:23, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.4133, top5_acc: 0.6732, loss_cls: 2.6239, loss: 2.6239, grad_norm: 4.8069 2020-10-01 06:42:54,389 - mmaction - INFO - Epoch [3][420/1997] lr: 7.500e-03, eta: 2 days, 9:16:06, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.3997, top5_acc: 0.6664, loss_cls: 2.6717, loss: 2.6717, grad_norm: 4.9178 2020-10-01 06:43:16,020 - mmaction - INFO - Epoch [3][440/1997] lr: 7.500e-03, eta: 2 days, 9:16:07, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.4117, top5_acc: 0.6656, loss_cls: 2.6658, loss: 2.6658, grad_norm: 4.8188 2020-10-01 06:43:36,610 - mmaction - INFO - Epoch [3][460/1997] lr: 7.500e-03, eta: 2 days, 9:15:24, time: 1.030, data_time: 0.003, memory: 8350, top1_acc: 0.4164, top5_acc: 0.6677, loss_cls: 2.6170, loss: 2.6170, grad_norm: 4.7467 2020-10-01 06:43:57,931 - mmaction - INFO - Epoch [3][480/1997] lr: 7.500e-03, eta: 2 days, 9:15:11, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.4120, top5_acc: 0.6690, loss_cls: 2.6523, loss: 2.6523, grad_norm: 4.8345 2020-10-01 06:44:19,435 - mmaction - INFO - Epoch [3][500/1997] lr: 7.500e-03, eta: 2 days, 9:15:08, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.4031, top5_acc: 0.6633, loss_cls: 2.6866, loss: 2.6866, grad_norm: 4.8204 2020-10-01 06:44:40,206 - mmaction - INFO - Epoch [3][520/1997] lr: 7.500e-03, eta: 2 days, 9:14:30, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.4016, top5_acc: 0.6763, loss_cls: 2.6505, loss: 2.6505, grad_norm: 4.7641 2020-10-01 06:45:00,865 - mmaction - INFO - Epoch [3][540/1997] lr: 7.500e-03, eta: 2 days, 9:13:50, time: 1.034, data_time: 0.005, memory: 8350, top1_acc: 0.4164, top5_acc: 0.6716, loss_cls: 2.6593, loss: 2.6593, grad_norm: 4.8027 2020-10-01 06:45:22,666 - mmaction - INFO - Epoch [3][560/1997] lr: 7.500e-03, eta: 2 days, 9:13:59, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.4141, top5_acc: 0.6724, loss_cls: 2.6505, loss: 2.6505, grad_norm: 4.8279 2020-10-01 06:45:42,512 - mmaction - INFO - Epoch [3][580/1997] lr: 7.500e-03, eta: 2 days, 9:12:43, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.4167, top5_acc: 0.6753, loss_cls: 2.6108, loss: 2.6108, grad_norm: 4.7956 2020-10-01 06:46:03,758 - mmaction - INFO - Epoch [3][600/1997] lr: 7.500e-03, eta: 2 days, 9:12:29, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.4271, top5_acc: 0.6695, loss_cls: 2.6449, loss: 2.6449, grad_norm: 4.8029 2020-10-01 06:46:25,685 - mmaction - INFO - Epoch [3][620/1997] lr: 7.500e-03, eta: 2 days, 9:12:42, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.4143, top5_acc: 0.6648, loss_cls: 2.6722, loss: 2.6722, grad_norm: 4.8202 2020-10-01 06:46:45,999 - mmaction - INFO - Epoch [3][640/1997] lr: 7.500e-03, eta: 2 days, 9:11:45, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.4172, top5_acc: 0.6753, loss_cls: 2.6468, loss: 2.6468, grad_norm: 4.8835 2020-10-01 06:47:07,006 - mmaction - INFO - Epoch [3][660/1997] lr: 7.500e-03, eta: 2 days, 9:11:21, time: 1.051, data_time: 0.003, memory: 8350, top1_acc: 0.4164, top5_acc: 0.6560, loss_cls: 2.6777, loss: 2.6777, grad_norm: 4.7998 2020-10-01 06:47:28,815 - mmaction - INFO - Epoch [3][680/1997] lr: 7.500e-03, eta: 2 days, 9:11:29, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.4089, top5_acc: 0.6633, loss_cls: 2.6739, loss: 2.6739, grad_norm: 4.8886 2020-10-01 06:47:48,820 - mmaction - INFO - Epoch [3][700/1997] lr: 7.500e-03, eta: 2 days, 9:10:22, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.4146, top5_acc: 0.6737, loss_cls: 2.6131, loss: 2.6131, grad_norm: 4.8207 2020-10-01 06:48:10,873 - mmaction - INFO - Epoch [3][720/1997] lr: 7.500e-03, eta: 2 days, 9:10:40, time: 1.102, data_time: 0.001, memory: 8350, top1_acc: 0.4039, top5_acc: 0.6763, loss_cls: 2.6422, loss: 2.6422, grad_norm: 4.8933 2020-10-01 06:48:32,617 - mmaction - INFO - Epoch [3][740/1997] lr: 7.500e-03, eta: 2 days, 9:10:45, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.4120, top5_acc: 0.6698, loss_cls: 2.6366, loss: 2.6366, grad_norm: 4.8763 2020-10-01 06:48:51,912 - mmaction - INFO - Epoch [3][760/1997] lr: 7.500e-03, eta: 2 days, 9:09:09, time: 0.965, data_time: 0.001, memory: 8350, top1_acc: 0.3958, top5_acc: 0.6685, loss_cls: 2.6709, loss: 2.6709, grad_norm: 4.9365 2020-10-01 06:49:13,747 - mmaction - INFO - Epoch [3][780/1997] lr: 7.500e-03, eta: 2 days, 9:09:17, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.4120, top5_acc: 0.6617, loss_cls: 2.6753, loss: 2.6753, grad_norm: 4.8567 2020-10-01 06:49:34,948 - mmaction - INFO - Epoch [3][800/1997] lr: 7.500e-03, eta: 2 days, 9:09:01, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.4057, top5_acc: 0.6646, loss_cls: 2.6631, loss: 2.6631, grad_norm: 4.8991 2020-10-01 06:49:55,700 - mmaction - INFO - Epoch [3][820/1997] lr: 7.500e-03, eta: 2 days, 9:08:24, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.4315, top5_acc: 0.6792, loss_cls: 2.6119, loss: 2.6119, grad_norm: 4.8104 2020-10-01 06:50:16,227 - mmaction - INFO - Epoch [3][840/1997] lr: 7.500e-03, eta: 2 days, 9:07:39, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.4086, top5_acc: 0.6693, loss_cls: 2.6373, loss: 2.6373, grad_norm: 4.9603 2020-10-01 06:50:37,362 - mmaction - INFO - Epoch [3][860/1997] lr: 7.500e-03, eta: 2 days, 9:07:20, time: 1.057, data_time: 0.010, memory: 8350, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.6581, loss: 2.6581, grad_norm: 4.8803 2020-10-01 06:50:57,567 - mmaction - INFO - Epoch [3][880/1997] lr: 7.500e-03, eta: 2 days, 9:06:22, time: 1.010, data_time: 0.013, memory: 8350, top1_acc: 0.4068, top5_acc: 0.6742, loss_cls: 2.6486, loss: 2.6486, grad_norm: 4.7916 2020-10-01 06:51:18,730 - mmaction - INFO - Epoch [3][900/1997] lr: 7.500e-03, eta: 2 days, 9:06:04, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.4005, top5_acc: 0.6570, loss_cls: 2.6863, loss: 2.6863, grad_norm: 4.8883 2020-10-01 06:51:39,987 - mmaction - INFO - Epoch [3][920/1997] lr: 7.500e-03, eta: 2 days, 9:05:48, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.4128, top5_acc: 0.6690, loss_cls: 2.6387, loss: 2.6387, grad_norm: 4.9109 2020-10-01 06:52:00,867 - mmaction - INFO - Epoch [3][940/1997] lr: 7.500e-03, eta: 2 days, 9:05:18, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.4247, top5_acc: 0.6961, loss_cls: 2.5746, loss: 2.5746, grad_norm: 4.8038 2020-10-01 06:52:22,838 - mmaction - INFO - Epoch [3][960/1997] lr: 7.500e-03, eta: 2 days, 9:05:31, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.4302, top5_acc: 0.6740, loss_cls: 2.6378, loss: 2.6378, grad_norm: 4.9227 2020-10-01 06:52:43,032 - mmaction - INFO - Epoch [3][980/1997] lr: 7.500e-03, eta: 2 days, 9:04:34, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.4076, top5_acc: 0.6826, loss_cls: 2.5992, loss: 2.5992, grad_norm: 4.8658 2020-10-01 06:53:05,304 - mmaction - INFO - Epoch [3][1000/1997] lr: 7.500e-03, eta: 2 days, 9:04:59, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6792, loss: 2.6792, grad_norm: 4.9199 2020-10-01 06:53:25,965 - mmaction - INFO - Epoch [3][1020/1997] lr: 7.500e-03, eta: 2 days, 9:04:21, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.4052, top5_acc: 0.6646, loss_cls: 2.6682, loss: 2.6682, grad_norm: 4.9820 2020-10-01 06:53:45,672 - mmaction - INFO - Epoch [3][1040/1997] lr: 7.500e-03, eta: 2 days, 9:03:05, time: 0.985, data_time: 0.002, memory: 8350, top1_acc: 0.4193, top5_acc: 0.6732, loss_cls: 2.6098, loss: 2.6098, grad_norm: 4.9389 2020-10-01 06:54:06,202 - mmaction - INFO - Epoch [3][1060/1997] lr: 7.500e-03, eta: 2 days, 9:02:22, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.4224, top5_acc: 0.6750, loss_cls: 2.6212, loss: 2.6212, grad_norm: 4.8734 2020-10-01 06:54:27,387 - mmaction - INFO - Epoch [3][1080/1997] lr: 7.500e-03, eta: 2 days, 9:02:05, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.4190, top5_acc: 0.6682, loss_cls: 2.6322, loss: 2.6322, grad_norm: 4.8924 2020-10-01 06:54:48,312 - mmaction - INFO - Epoch [3][1100/1997] lr: 7.500e-03, eta: 2 days, 9:01:37, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.4036, top5_acc: 0.6669, loss_cls: 2.6646, loss: 2.6646, grad_norm: 4.9002 2020-10-01 06:55:10,101 - mmaction - INFO - Epoch [3][1120/1997] lr: 7.500e-03, eta: 2 days, 9:01:42, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.4271, top5_acc: 0.6729, loss_cls: 2.6101, loss: 2.6101, grad_norm: 4.9341 2020-10-01 06:55:29,942 - mmaction - INFO - Epoch [3][1140/1997] lr: 7.500e-03, eta: 2 days, 9:00:33, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.4214, top5_acc: 0.6789, loss_cls: 2.6219, loss: 2.6219, grad_norm: 4.8572 2020-10-01 06:55:51,688 - mmaction - INFO - Epoch [3][1160/1997] lr: 7.500e-03, eta: 2 days, 9:00:36, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.4198, top5_acc: 0.6802, loss_cls: 2.6014, loss: 2.6014, grad_norm: 4.7991 2020-10-01 06:56:13,285 - mmaction - INFO - Epoch [3][1180/1997] lr: 7.500e-03, eta: 2 days, 9:00:34, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.4289, top5_acc: 0.6792, loss_cls: 2.5760, loss: 2.5760, grad_norm: 4.8099 2020-10-01 06:56:33,342 - mmaction - INFO - Epoch [3][1200/1997] lr: 7.500e-03, eta: 2 days, 8:59:34, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.4133, top5_acc: 0.6643, loss_cls: 2.6636, loss: 2.6636, grad_norm: 4.9426 2020-10-01 06:56:53,631 - mmaction - INFO - Epoch [3][1220/1997] lr: 7.500e-03, eta: 2 days, 8:58:43, time: 1.014, data_time: 0.021, memory: 8350, top1_acc: 0.4109, top5_acc: 0.6607, loss_cls: 2.6566, loss: 2.6566, grad_norm: 4.9347 2020-10-01 06:57:15,153 - mmaction - INFO - Epoch [3][1240/1997] lr: 7.500e-03, eta: 2 days, 8:58:37, time: 1.076, data_time: 0.116, memory: 8350, top1_acc: 0.4161, top5_acc: 0.6724, loss_cls: 2.6383, loss: 2.6383, grad_norm: 4.9620 2020-10-01 06:57:36,228 - mmaction - INFO - Epoch [3][1260/1997] lr: 7.500e-03, eta: 2 days, 8:58:16, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.4237, top5_acc: 0.6794, loss_cls: 2.6000, loss: 2.6000, grad_norm: 4.8765 2020-10-01 06:57:56,351 - mmaction - INFO - Epoch [3][1280/1997] lr: 7.500e-03, eta: 2 days, 8:57:19, time: 1.006, data_time: 0.026, memory: 8350, top1_acc: 0.4333, top5_acc: 0.6893, loss_cls: 2.5422, loss: 2.5422, grad_norm: 4.8392 2020-10-01 06:58:17,501 - mmaction - INFO - Epoch [3][1300/1997] lr: 7.500e-03, eta: 2 days, 8:56:59, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.4141, top5_acc: 0.6766, loss_cls: 2.5968, loss: 2.5968, grad_norm: 4.9569 2020-10-01 06:58:38,853 - mmaction - INFO - Epoch [3][1320/1997] lr: 7.500e-03, eta: 2 days, 8:56:48, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.4135, top5_acc: 0.6763, loss_cls: 2.6345, loss: 2.6345, grad_norm: 4.9594 2020-10-01 06:59:00,317 - mmaction - INFO - Epoch [3][1340/1997] lr: 7.500e-03, eta: 2 days, 8:56:40, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.4245, top5_acc: 0.6794, loss_cls: 2.6034, loss: 2.6034, grad_norm: 4.9380 2020-10-01 06:59:21,981 - mmaction - INFO - Epoch [3][1360/1997] lr: 7.500e-03, eta: 2 days, 8:56:40, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.4234, top5_acc: 0.6719, loss_cls: 2.6271, loss: 2.6271, grad_norm: 4.9517 2020-10-01 06:59:43,441 - mmaction - INFO - Epoch [3][1380/1997] lr: 7.500e-03, eta: 2 days, 8:56:32, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.4070, top5_acc: 0.6669, loss_cls: 2.6489, loss: 2.6489, grad_norm: 5.0454 2020-10-01 07:00:04,510 - mmaction - INFO - Epoch [3][1400/1997] lr: 7.500e-03, eta: 2 days, 8:56:04, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.4224, top5_acc: 0.6867, loss_cls: 2.5667, loss: 2.5667, grad_norm: 4.8636 2020-10-01 07:00:26,084 - mmaction - INFO - Epoch [3][1420/1997] lr: 7.500e-03, eta: 2 days, 8:56:05, time: 1.086, data_time: 0.010, memory: 8350, top1_acc: 0.4107, top5_acc: 0.6656, loss_cls: 2.6724, loss: 2.6724, grad_norm: 4.9009 2020-10-01 07:00:47,474 - mmaction - INFO - Epoch [3][1440/1997] lr: 7.500e-03, eta: 2 days, 8:55:55, time: 1.070, data_time: 0.003, memory: 8350, top1_acc: 0.4156, top5_acc: 0.6732, loss_cls: 2.5983, loss: 2.5983, grad_norm: 4.9546 2020-10-01 07:01:07,588 - mmaction - INFO - Epoch [3][1460/1997] lr: 7.500e-03, eta: 2 days, 8:54:59, time: 1.006, data_time: 0.001, memory: 8350, top1_acc: 0.3992, top5_acc: 0.6602, loss_cls: 2.6713, loss: 2.6713, grad_norm: 5.0095 2020-10-01 07:01:29,357 - mmaction - INFO - Epoch [3][1480/1997] lr: 7.500e-03, eta: 2 days, 8:55:01, time: 1.088, data_time: 0.011, memory: 8350, top1_acc: 0.4284, top5_acc: 0.6888, loss_cls: 2.5435, loss: 2.5435, grad_norm: 4.8330 2020-10-01 07:01:50,686 - mmaction - INFO - Epoch [3][1500/1997] lr: 7.500e-03, eta: 2 days, 8:54:48, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.4208, top5_acc: 0.6742, loss_cls: 2.6142, loss: 2.6142, grad_norm: 4.9059 2020-10-01 07:02:09,752 - mmaction - INFO - Epoch [3][1520/1997] lr: 7.500e-03, eta: 2 days, 8:53:15, time: 0.952, data_time: 0.002, memory: 8350, top1_acc: 0.4190, top5_acc: 0.6797, loss_cls: 2.5925, loss: 2.5925, grad_norm: 4.9207 2020-10-01 07:02:30,942 - mmaction - INFO - Epoch [3][1540/1997] lr: 7.500e-03, eta: 2 days, 8:52:58, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.4339, top5_acc: 0.6854, loss_cls: 2.5535, loss: 2.5535, grad_norm: 4.8715 2020-10-01 07:02:52,950 - mmaction - INFO - Epoch [3][1560/1997] lr: 7.500e-03, eta: 2 days, 8:53:09, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.4203, top5_acc: 0.6708, loss_cls: 2.6372, loss: 2.6372, grad_norm: 5.0653 2020-10-01 07:03:13,310 - mmaction - INFO - Epoch [3][1580/1997] lr: 7.500e-03, eta: 2 days, 8:52:22, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.4391, top5_acc: 0.6885, loss_cls: 2.5198, loss: 2.5198, grad_norm: 4.9181 2020-10-01 07:03:33,495 - mmaction - INFO - Epoch [3][1600/1997] lr: 7.500e-03, eta: 2 days, 8:51:29, time: 1.010, data_time: 0.003, memory: 8350, top1_acc: 0.4167, top5_acc: 0.6677, loss_cls: 2.6328, loss: 2.6328, grad_norm: 4.9597 2020-10-01 07:03:54,167 - mmaction - INFO - Epoch [3][1620/1997] lr: 7.500e-03, eta: 2 days, 8:50:54, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.4201, top5_acc: 0.6745, loss_cls: 2.6120, loss: 2.6120, grad_norm: 4.9132 2020-10-01 07:04:14,627 - mmaction - INFO - Epoch [3][1640/1997] lr: 7.500e-03, eta: 2 days, 8:50:11, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.4357, top5_acc: 0.6833, loss_cls: 2.5453, loss: 2.5453, grad_norm: 4.9014 2020-10-01 07:04:35,332 - mmaction - INFO - Epoch [3][1660/1997] lr: 7.500e-03, eta: 2 days, 8:49:37, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.4237, top5_acc: 0.6875, loss_cls: 2.5698, loss: 2.5698, grad_norm: 4.9340 2020-10-01 07:04:57,164 - mmaction - INFO - Epoch [3][1680/1997] lr: 7.500e-03, eta: 2 days, 8:49:42, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.4234, top5_acc: 0.6844, loss_cls: 2.5835, loss: 2.5835, grad_norm: 4.9102 2020-10-01 07:05:18,270 - mmaction - INFO - Epoch [3][1700/1997] lr: 7.500e-03, eta: 2 days, 8:49:21, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.4284, top5_acc: 0.6904, loss_cls: 2.5327, loss: 2.5327, grad_norm: 4.9549 2020-10-01 07:05:39,244 - mmaction - INFO - Epoch [3][1720/1997] lr: 7.500e-03, eta: 2 days, 8:48:56, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.4250, top5_acc: 0.6768, loss_cls: 2.6005, loss: 2.6005, grad_norm: 4.9826 2020-10-01 07:06:00,622 - mmaction - INFO - Epoch [3][1740/1997] lr: 7.500e-03, eta: 2 days, 8:48:45, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.4104, top5_acc: 0.6768, loss_cls: 2.6337, loss: 2.6337, grad_norm: 4.9214 2020-10-01 07:06:20,949 - mmaction - INFO - Epoch [3][1760/1997] lr: 7.500e-03, eta: 2 days, 8:47:58, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.4258, top5_acc: 0.6823, loss_cls: 2.5539, loss: 2.5539, grad_norm: 4.9013 2020-10-01 07:06:43,106 - mmaction - INFO - Epoch [3][1780/1997] lr: 7.500e-03, eta: 2 days, 8:48:13, time: 1.107, data_time: 0.001, memory: 8350, top1_acc: 0.4305, top5_acc: 0.6878, loss_cls: 2.5534, loss: 2.5534, grad_norm: 4.9425 2020-10-01 07:07:04,425 - mmaction - INFO - Epoch [3][1800/1997] lr: 7.500e-03, eta: 2 days, 8:47:59, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.4216, top5_acc: 0.6737, loss_cls: 2.5678, loss: 2.5678, grad_norm: 4.8006 2020-10-01 07:07:25,051 - mmaction - INFO - Epoch [3][1820/1997] lr: 7.500e-03, eta: 2 days, 8:47:23, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.4380, top5_acc: 0.6958, loss_cls: 2.5143, loss: 2.5143, grad_norm: 4.8746 2020-10-01 07:07:45,273 - mmaction - INFO - Epoch [3][1840/1997] lr: 7.500e-03, eta: 2 days, 8:46:33, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.4453, top5_acc: 0.6940, loss_cls: 2.5309, loss: 2.5309, grad_norm: 4.8871 2020-10-01 07:08:06,491 - mmaction - INFO - Epoch [3][1860/1997] lr: 7.500e-03, eta: 2 days, 8:46:16, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.4333, top5_acc: 0.6924, loss_cls: 2.5295, loss: 2.5295, grad_norm: 4.9686 2020-10-01 07:08:28,526 - mmaction - INFO - Epoch [3][1880/1997] lr: 7.500e-03, eta: 2 days, 8:46:27, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.4346, top5_acc: 0.6797, loss_cls: 2.5621, loss: 2.5621, grad_norm: 4.8347 2020-10-01 07:08:48,210 - mmaction - INFO - Epoch [3][1900/1997] lr: 7.500e-03, eta: 2 days, 8:45:19, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.4315, top5_acc: 0.6893, loss_cls: 2.5494, loss: 2.5494, grad_norm: 4.9488 2020-10-01 07:09:10,132 - mmaction - INFO - Epoch [3][1920/1997] lr: 7.500e-03, eta: 2 days, 8:45:25, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.4333, top5_acc: 0.6758, loss_cls: 2.5660, loss: 2.5660, grad_norm: 4.9455 2020-10-01 07:09:30,840 - mmaction - INFO - Epoch [3][1940/1997] lr: 7.500e-03, eta: 2 days, 8:44:52, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.4224, top5_acc: 0.6893, loss_cls: 2.5702, loss: 2.5702, grad_norm: 4.9967 2020-10-01 07:09:50,207 - mmaction - INFO - Epoch [3][1960/1997] lr: 7.500e-03, eta: 2 days, 8:43:35, time: 0.969, data_time: 0.001, memory: 8350, top1_acc: 0.4234, top5_acc: 0.6818, loss_cls: 2.5586, loss: 2.5586, grad_norm: 4.9520 2020-10-01 07:10:11,310 - mmaction - INFO - Epoch [3][1980/1997] lr: 7.500e-03, eta: 2 days, 8:43:14, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.5695, loss: 2.5695, grad_norm: 4.9536 2020-10-01 07:10:30,093 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-10-01 07:11:17,656 - mmaction - INFO - Epoch [4][20/1997] lr: 7.500e-03, eta: 2 days, 8:46:22, time: 2.301, data_time: 1.097, memory: 8350, top1_acc: 0.4263, top5_acc: 0.6841, loss_cls: 2.5487, loss: 2.5487, grad_norm: 4.8611 2020-10-01 07:11:39,382 - mmaction - INFO - Epoch [4][40/1997] lr: 7.500e-03, eta: 2 days, 8:46:21, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.4289, top5_acc: 0.6810, loss_cls: 2.5444, loss: 2.5444, grad_norm: 4.9813 2020-10-01 07:11:59,546 - mmaction - INFO - Epoch [4][60/1997] lr: 7.500e-03, eta: 2 days, 8:45:30, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.4375, top5_acc: 0.6901, loss_cls: 2.5193, loss: 2.5193, grad_norm: 4.9008 2020-10-01 07:12:20,824 - mmaction - INFO - Epoch [4][80/1997] lr: 7.500e-03, eta: 2 days, 8:45:13, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.4492, top5_acc: 0.7117, loss_cls: 2.4353, loss: 2.4353, grad_norm: 4.8970 2020-10-01 07:12:41,794 - mmaction - INFO - Epoch [4][100/1997] lr: 7.500e-03, eta: 2 days, 8:44:49, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.4292, top5_acc: 0.6917, loss_cls: 2.5364, loss: 2.5364, grad_norm: 4.8925 2020-10-01 07:13:02,645 - mmaction - INFO - Epoch [4][120/1997] lr: 7.500e-03, eta: 2 days, 8:44:19, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.4396, top5_acc: 0.7049, loss_cls: 2.4571, loss: 2.4571, grad_norm: 4.8773 2020-10-01 07:13:23,475 - mmaction - INFO - Epoch [4][140/1997] lr: 7.500e-03, eta: 2 days, 8:43:50, time: 1.042, data_time: 0.003, memory: 8350, top1_acc: 0.4331, top5_acc: 0.6971, loss_cls: 2.5200, loss: 2.5200, grad_norm: 4.9358 2020-10-01 07:13:44,410 - mmaction - INFO - Epoch [4][160/1997] lr: 7.500e-03, eta: 2 days, 8:43:23, time: 1.047, data_time: 0.005, memory: 8350, top1_acc: 0.4396, top5_acc: 0.6771, loss_cls: 2.5305, loss: 2.5305, grad_norm: 4.9706 2020-10-01 07:14:05,824 - mmaction - INFO - Epoch [4][180/1997] lr: 7.500e-03, eta: 2 days, 8:43:12, time: 1.071, data_time: 0.056, memory: 8350, top1_acc: 0.4406, top5_acc: 0.6997, loss_cls: 2.4613, loss: 2.4613, grad_norm: 4.9035 2020-10-01 07:14:26,967 - mmaction - INFO - Epoch [4][200/1997] lr: 7.500e-03, eta: 2 days, 8:42:52, time: 1.056, data_time: 0.135, memory: 8350, top1_acc: 0.4508, top5_acc: 0.7042, loss_cls: 2.4516, loss: 2.4516, grad_norm: 4.8864 2020-10-01 07:14:47,740 - mmaction - INFO - Epoch [4][220/1997] lr: 7.500e-03, eta: 2 days, 8:42:21, time: 1.039, data_time: 0.051, memory: 8350, top1_acc: 0.4279, top5_acc: 0.6956, loss_cls: 2.5013, loss: 2.5013, grad_norm: 4.9617 2020-10-01 07:15:08,625 - mmaction - INFO - Epoch [4][240/1997] lr: 7.500e-03, eta: 2 days, 8:41:52, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.4221, top5_acc: 0.6875, loss_cls: 2.5512, loss: 2.5512, grad_norm: 5.0210 2020-10-01 07:15:29,881 - mmaction - INFO - Epoch [4][260/1997] lr: 7.500e-03, eta: 2 days, 8:41:37, time: 1.065, data_time: 0.003, memory: 8350, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.5203, loss: 2.5203, grad_norm: 4.9620 2020-10-01 07:15:50,439 - mmaction - INFO - Epoch [4][280/1997] lr: 7.500e-03, eta: 2 days, 8:40:59, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.4409, top5_acc: 0.6875, loss_cls: 2.5284, loss: 2.5284, grad_norm: 4.9090 2020-10-01 07:16:10,880 - mmaction - INFO - Epoch [4][300/1997] lr: 7.500e-03, eta: 2 days, 8:40:18, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.4378, top5_acc: 0.6977, loss_cls: 2.4840, loss: 2.4840, grad_norm: 4.9555 2020-10-01 07:16:33,417 - mmaction - INFO - Epoch [4][320/1997] lr: 7.500e-03, eta: 2 days, 8:40:41, time: 1.127, data_time: 0.002, memory: 8350, top1_acc: 0.4289, top5_acc: 0.6766, loss_cls: 2.5988, loss: 2.5988, grad_norm: 5.0238 2020-10-01 07:16:53,053 - mmaction - INFO - Epoch [4][340/1997] lr: 7.500e-03, eta: 2 days, 8:39:35, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.4341, top5_acc: 0.6880, loss_cls: 2.5527, loss: 2.5527, grad_norm: 4.9950 2020-10-01 07:17:13,535 - mmaction - INFO - Epoch [4][360/1997] lr: 7.500e-03, eta: 2 days, 8:38:54, time: 1.023, data_time: 0.035, memory: 8350, top1_acc: 0.4391, top5_acc: 0.6932, loss_cls: 2.5229, loss: 2.5229, grad_norm: 5.0145 2020-10-01 07:17:35,313 - mmaction - INFO - Epoch [4][380/1997] lr: 7.500e-03, eta: 2 days, 8:38:55, time: 1.090, data_time: 0.004, memory: 8350, top1_acc: 0.4435, top5_acc: 0.7036, loss_cls: 2.4850, loss: 2.4850, grad_norm: 4.9484 2020-10-01 07:17:56,154 - mmaction - INFO - Epoch [4][400/1997] lr: 7.500e-03, eta: 2 days, 8:38:25, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.4422, top5_acc: 0.7003, loss_cls: 2.4818, loss: 2.4818, grad_norm: 4.9220 2020-10-01 07:18:16,133 - mmaction - INFO - Epoch [4][420/1997] lr: 7.500e-03, eta: 2 days, 8:37:31, time: 0.999, data_time: 0.151, memory: 8350, top1_acc: 0.4477, top5_acc: 0.7018, loss_cls: 2.4726, loss: 2.4726, grad_norm: 4.9702 2020-10-01 07:18:37,030 - mmaction - INFO - Epoch [4][440/1997] lr: 7.500e-03, eta: 2 days, 8:37:04, time: 1.045, data_time: 0.126, memory: 8350, top1_acc: 0.4352, top5_acc: 0.6883, loss_cls: 2.5285, loss: 2.5285, grad_norm: 5.0686 2020-10-01 07:18:58,645 - mmaction - INFO - Epoch [4][460/1997] lr: 7.500e-03, eta: 2 days, 8:36:59, time: 1.081, data_time: 0.036, memory: 8350, top1_acc: 0.4370, top5_acc: 0.6888, loss_cls: 2.5478, loss: 2.5478, grad_norm: 4.9590 2020-10-01 07:19:19,814 - mmaction - INFO - Epoch [4][480/1997] lr: 7.500e-03, eta: 2 days, 8:36:40, time: 1.059, data_time: 0.125, memory: 8350, top1_acc: 0.4352, top5_acc: 0.6826, loss_cls: 2.5342, loss: 2.5342, grad_norm: 4.9735 2020-10-01 07:19:41,453 - mmaction - INFO - Epoch [4][500/1997] lr: 7.500e-03, eta: 2 days, 8:36:35, time: 1.082, data_time: 0.070, memory: 8350, top1_acc: 0.4372, top5_acc: 0.6820, loss_cls: 2.5087, loss: 2.5087, grad_norm: 4.8735 2020-10-01 07:20:02,794 - mmaction - INFO - Epoch [4][520/1997] lr: 7.500e-03, eta: 2 days, 8:36:21, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.4456, top5_acc: 0.6898, loss_cls: 2.5020, loss: 2.5020, grad_norm: 4.9990 2020-10-01 07:20:22,266 - mmaction - INFO - Epoch [4][540/1997] lr: 7.500e-03, eta: 2 days, 8:35:12, time: 0.974, data_time: 0.015, memory: 8350, top1_acc: 0.4477, top5_acc: 0.6940, loss_cls: 2.4790, loss: 2.4790, grad_norm: 4.9830 2020-10-01 07:20:43,625 - mmaction - INFO - Epoch [4][560/1997] lr: 7.500e-03, eta: 2 days, 8:34:59, time: 1.068, data_time: 0.042, memory: 8350, top1_acc: 0.4326, top5_acc: 0.6750, loss_cls: 2.5756, loss: 2.5756, grad_norm: 5.1018 2020-10-01 07:21:06,841 - mmaction - INFO - Epoch [4][580/1997] lr: 7.500e-03, eta: 2 days, 8:35:40, time: 1.161, data_time: 0.088, memory: 8350, top1_acc: 0.4438, top5_acc: 0.6844, loss_cls: 2.5370, loss: 2.5370, grad_norm: 4.9173 2020-10-01 07:21:26,196 - mmaction - INFO - Epoch [4][600/1997] lr: 7.500e-03, eta: 2 days, 8:34:27, time: 0.967, data_time: 0.002, memory: 8350, top1_acc: 0.4310, top5_acc: 0.6807, loss_cls: 2.5214, loss: 2.5214, grad_norm: 4.9154 2020-10-01 07:21:46,633 - mmaction - INFO - Epoch [4][620/1997] lr: 7.500e-03, eta: 2 days, 8:33:47, time: 1.023, data_time: 0.003, memory: 8350, top1_acc: 0.4432, top5_acc: 0.6937, loss_cls: 2.5037, loss: 2.5037, grad_norm: 4.9444 2020-10-01 07:22:08,452 - mmaction - INFO - Epoch [4][640/1997] lr: 7.500e-03, eta: 2 days, 8:33:47, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.4401, top5_acc: 0.6888, loss_cls: 2.5310, loss: 2.5310, grad_norm: 4.9473 2020-10-01 07:22:29,850 - mmaction - INFO - Epoch [4][660/1997] lr: 7.500e-03, eta: 2 days, 8:33:35, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.4206, top5_acc: 0.6906, loss_cls: 2.5056, loss: 2.5056, grad_norm: 5.0597 2020-10-01 07:22:50,269 - mmaction - INFO - Epoch [4][680/1997] lr: 7.500e-03, eta: 2 days, 8:32:54, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.4531, top5_acc: 0.7107, loss_cls: 2.4261, loss: 2.4261, grad_norm: 4.9508 2020-10-01 07:23:11,364 - mmaction - INFO - Epoch [4][700/1997] lr: 7.500e-03, eta: 2 days, 8:32:33, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.4229, top5_acc: 0.6844, loss_cls: 2.5084, loss: 2.5084, grad_norm: 5.0424 2020-10-01 07:23:32,270 - mmaction - INFO - Epoch [4][720/1997] lr: 7.500e-03, eta: 2 days, 8:32:07, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.4414, top5_acc: 0.6898, loss_cls: 2.5177, loss: 2.5177, grad_norm: 5.0289 2020-10-01 07:23:53,352 - mmaction - INFO - Epoch [4][740/1997] lr: 7.500e-03, eta: 2 days, 8:31:46, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.4385, top5_acc: 0.6958, loss_cls: 2.5007, loss: 2.5007, grad_norm: 5.0075 2020-10-01 07:24:13,895 - mmaction - INFO - Epoch [4][760/1997] lr: 7.500e-03, eta: 2 days, 8:31:09, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.4456, top5_acc: 0.7047, loss_cls: 2.4394, loss: 2.4394, grad_norm: 5.0374 2020-10-01 07:24:34,536 - mmaction - INFO - Epoch [4][780/1997] lr: 7.500e-03, eta: 2 days, 8:30:35, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.4417, top5_acc: 0.6971, loss_cls: 2.4789, loss: 2.4789, grad_norm: 4.9326 2020-10-01 07:24:55,449 - mmaction - INFO - Epoch [4][800/1997] lr: 7.500e-03, eta: 2 days, 8:30:09, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.4411, top5_acc: 0.6917, loss_cls: 2.4922, loss: 2.4922, grad_norm: 5.0474 2020-10-01 07:25:17,562 - mmaction - INFO - Epoch [4][820/1997] lr: 7.500e-03, eta: 2 days, 8:30:17, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.4221, top5_acc: 0.6870, loss_cls: 2.5468, loss: 2.5468, grad_norm: 5.0768 2020-10-01 07:25:38,843 - mmaction - INFO - Epoch [4][840/1997] lr: 7.500e-03, eta: 2 days, 8:30:01, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.4393, top5_acc: 0.6969, loss_cls: 2.4853, loss: 2.4853, grad_norm: 4.9492 2020-10-01 07:25:59,668 - mmaction - INFO - Epoch [4][860/1997] lr: 7.500e-03, eta: 2 days, 8:29:33, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.4562, top5_acc: 0.7010, loss_cls: 2.4835, loss: 2.4835, grad_norm: 4.9974 2020-10-01 07:26:22,148 - mmaction - INFO - Epoch [4][880/1997] lr: 7.500e-03, eta: 2 days, 8:29:51, time: 1.124, data_time: 0.002, memory: 8350, top1_acc: 0.4456, top5_acc: 0.7091, loss_cls: 2.4685, loss: 2.4685, grad_norm: 4.9758 2020-10-01 07:26:40,820 - mmaction - INFO - Epoch [4][900/1997] lr: 7.500e-03, eta: 2 days, 8:28:21, time: 0.933, data_time: 0.002, memory: 8350, top1_acc: 0.4437, top5_acc: 0.6849, loss_cls: 2.4841, loss: 2.4841, grad_norm: 5.0488 2020-10-01 07:27:03,801 - mmaction - INFO - Epoch [4][920/1997] lr: 7.500e-03, eta: 2 days, 8:28:53, time: 1.149, data_time: 0.002, memory: 8350, top1_acc: 0.4451, top5_acc: 0.7049, loss_cls: 2.4580, loss: 2.4580, grad_norm: 5.0421 2020-10-01 07:27:24,309 - mmaction - INFO - Epoch [4][940/1997] lr: 7.500e-03, eta: 2 days, 8:28:16, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.4464, top5_acc: 0.6982, loss_cls: 2.4675, loss: 2.4675, grad_norm: 5.0543 2020-10-01 07:27:44,206 - mmaction - INFO - Epoch [4][960/1997] lr: 7.500e-03, eta: 2 days, 8:27:22, time: 0.995, data_time: 0.065, memory: 8350, top1_acc: 0.4378, top5_acc: 0.6932, loss_cls: 2.5197, loss: 2.5197, grad_norm: 5.0485 2020-10-01 07:28:06,285 - mmaction - INFO - Epoch [4][980/1997] lr: 7.500e-03, eta: 2 days, 8:27:28, time: 1.104, data_time: 0.205, memory: 8350, top1_acc: 0.4349, top5_acc: 0.6977, loss_cls: 2.5206, loss: 2.5206, grad_norm: 5.0641 2020-10-01 07:28:26,757 - mmaction - INFO - Epoch [4][1000/1997] lr: 7.500e-03, eta: 2 days, 8:26:49, time: 1.023, data_time: 0.303, memory: 8350, top1_acc: 0.4276, top5_acc: 0.6888, loss_cls: 2.5550, loss: 2.5550, grad_norm: 5.0821 2020-10-01 07:28:47,231 - mmaction - INFO - Epoch [4][1020/1997] lr: 7.500e-03, eta: 2 days, 8:26:11, time: 1.024, data_time: 0.375, memory: 8350, top1_acc: 0.4313, top5_acc: 0.6872, loss_cls: 2.5590, loss: 2.5590, grad_norm: 5.0483 2020-10-01 07:29:08,230 - mmaction - INFO - Epoch [4][1040/1997] lr: 7.500e-03, eta: 2 days, 8:25:48, time: 1.050, data_time: 0.238, memory: 8350, top1_acc: 0.4318, top5_acc: 0.6885, loss_cls: 2.5429, loss: 2.5429, grad_norm: 5.1010 2020-10-01 07:29:28,431 - mmaction - INFO - Epoch [4][1060/1997] lr: 7.500e-03, eta: 2 days, 8:25:03, time: 1.010, data_time: 0.231, memory: 8350, top1_acc: 0.4315, top5_acc: 0.6896, loss_cls: 2.5212, loss: 2.5212, grad_norm: 5.0211 2020-10-01 07:29:50,291 - mmaction - INFO - Epoch [4][1080/1997] lr: 7.500e-03, eta: 2 days, 8:25:03, time: 1.093, data_time: 0.108, memory: 8350, top1_acc: 0.4456, top5_acc: 0.6979, loss_cls: 2.4806, loss: 2.4806, grad_norm: 5.0048 2020-10-01 07:30:11,184 - mmaction - INFO - Epoch [4][1100/1997] lr: 7.500e-03, eta: 2 days, 8:24:36, time: 1.044, data_time: 0.106, memory: 8350, top1_acc: 0.4359, top5_acc: 0.6992, loss_cls: 2.5116, loss: 2.5116, grad_norm: 4.9769 2020-10-01 07:30:32,749 - mmaction - INFO - Epoch [4][1120/1997] lr: 7.500e-03, eta: 2 days, 8:24:27, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.4411, top5_acc: 0.6815, loss_cls: 2.5381, loss: 2.5381, grad_norm: 5.0370 2020-10-01 07:30:53,447 - mmaction - INFO - Epoch [4][1140/1997] lr: 7.500e-03, eta: 2 days, 8:23:56, time: 1.036, data_time: 0.003, memory: 8350, top1_acc: 0.4521, top5_acc: 0.7083, loss_cls: 2.4306, loss: 2.4306, grad_norm: 4.9598 2020-10-01 07:31:13,414 - mmaction - INFO - Epoch [4][1160/1997] lr: 7.500e-03, eta: 2 days, 8:23:05, time: 0.999, data_time: 0.177, memory: 8350, top1_acc: 0.4307, top5_acc: 0.6857, loss_cls: 2.5578, loss: 2.5578, grad_norm: 5.0841 2020-10-01 07:31:34,859 - mmaction - INFO - Epoch [4][1180/1997] lr: 7.500e-03, eta: 2 days, 8:22:54, time: 1.073, data_time: 0.047, memory: 8350, top1_acc: 0.4427, top5_acc: 0.6904, loss_cls: 2.4977, loss: 2.4977, grad_norm: 5.0352 2020-10-01 07:31:55,608 - mmaction - INFO - Epoch [4][1200/1997] lr: 7.500e-03, eta: 2 days, 8:22:24, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.4477, top5_acc: 0.7021, loss_cls: 2.4750, loss: 2.4750, grad_norm: 4.9910 2020-10-01 07:32:16,720 - mmaction - INFO - Epoch [4][1220/1997] lr: 7.500e-03, eta: 2 days, 8:22:03, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.4477, top5_acc: 0.6875, loss_cls: 2.5413, loss: 2.5413, grad_norm: 5.0744 2020-10-01 07:32:37,920 - mmaction - INFO - Epoch [4][1240/1997] lr: 7.500e-03, eta: 2 days, 8:21:45, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.4383, top5_acc: 0.6922, loss_cls: 2.5190, loss: 2.5190, grad_norm: 5.0830 2020-10-01 07:32:58,071 - mmaction - INFO - Epoch [4][1260/1997] lr: 7.500e-03, eta: 2 days, 8:21:00, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.4354, top5_acc: 0.6841, loss_cls: 2.5357, loss: 2.5357, grad_norm: 5.0855 2020-10-01 07:33:19,822 - mmaction - INFO - Epoch [4][1280/1997] lr: 7.500e-03, eta: 2 days, 8:20:56, time: 1.086, data_time: 0.001, memory: 8350, top1_acc: 0.4573, top5_acc: 0.7036, loss_cls: 2.4382, loss: 2.4382, grad_norm: 4.9633 2020-10-01 07:33:40,359 - mmaction - INFO - Epoch [4][1300/1997] lr: 7.500e-03, eta: 2 days, 8:20:21, time: 1.028, data_time: 0.003, memory: 8350, top1_acc: 0.4367, top5_acc: 0.6896, loss_cls: 2.5238, loss: 2.5238, grad_norm: 5.1208 2020-10-01 07:34:01,505 - mmaction - INFO - Epoch [4][1320/1997] lr: 7.500e-03, eta: 2 days, 8:20:01, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.4495, top5_acc: 0.7023, loss_cls: 2.4552, loss: 2.4552, grad_norm: 4.9608 2020-10-01 07:34:21,790 - mmaction - INFO - Epoch [4][1340/1997] lr: 7.500e-03, eta: 2 days, 8:19:19, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.4495, top5_acc: 0.7099, loss_cls: 2.4585, loss: 2.4585, grad_norm: 5.0103 2020-10-01 07:34:43,821 - mmaction - INFO - Epoch [4][1360/1997] lr: 7.500e-03, eta: 2 days, 8:19:23, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.4461, top5_acc: 0.6880, loss_cls: 2.5065, loss: 2.5065, grad_norm: 5.0512 2020-10-01 07:35:04,553 - mmaction - INFO - Epoch [4][1380/1997] lr: 7.500e-03, eta: 2 days, 8:18:53, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.4513, top5_acc: 0.7068, loss_cls: 2.4774, loss: 2.4774, grad_norm: 5.0446 2020-10-01 07:35:26,621 - mmaction - INFO - Epoch [4][1400/1997] lr: 7.500e-03, eta: 2 days, 8:18:58, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.4419, top5_acc: 0.6867, loss_cls: 2.5180, loss: 2.5180, grad_norm: 5.0832 2020-10-01 07:35:46,928 - mmaction - INFO - Epoch [4][1420/1997] lr: 7.500e-03, eta: 2 days, 8:18:16, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.4479, top5_acc: 0.7010, loss_cls: 2.4425, loss: 2.4425, grad_norm: 4.9857 2020-10-01 07:36:07,472 - mmaction - INFO - Epoch [4][1440/1997] lr: 7.500e-03, eta: 2 days, 8:17:41, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.4549, top5_acc: 0.7120, loss_cls: 2.4362, loss: 2.4362, grad_norm: 4.9873 2020-10-01 07:36:29,114 - mmaction - INFO - Epoch [4][1460/1997] lr: 7.500e-03, eta: 2 days, 8:17:35, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.4344, top5_acc: 0.6833, loss_cls: 2.5598, loss: 2.5598, grad_norm: 5.1196 2020-10-01 07:36:49,964 - mmaction - INFO - Epoch [4][1480/1997] lr: 7.500e-03, eta: 2 days, 8:17:07, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.4362, top5_acc: 0.6911, loss_cls: 2.5403, loss: 2.5403, grad_norm: 5.0699 2020-10-01 07:37:11,491 - mmaction - INFO - Epoch [4][1500/1997] lr: 7.500e-03, eta: 2 days, 8:16:58, time: 1.077, data_time: 0.003, memory: 8350, top1_acc: 0.4380, top5_acc: 0.7013, loss_cls: 2.4799, loss: 2.4799, grad_norm: 5.0192 2020-10-01 07:37:33,281 - mmaction - INFO - Epoch [4][1520/1997] lr: 7.500e-03, eta: 2 days, 8:16:55, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.4471, top5_acc: 0.6966, loss_cls: 2.4718, loss: 2.4718, grad_norm: 5.0570 2020-10-01 07:37:53,323 - mmaction - INFO - Epoch [4][1540/1997] lr: 7.500e-03, eta: 2 days, 8:16:07, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.4466, top5_acc: 0.7042, loss_cls: 2.4807, loss: 2.4807, grad_norm: 5.0102 2020-10-01 07:38:13,945 - mmaction - INFO - Epoch [4][1560/1997] lr: 7.500e-03, eta: 2 days, 8:15:34, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.4487, top5_acc: 0.7008, loss_cls: 2.4648, loss: 2.4648, grad_norm: 5.0433 2020-10-01 07:38:35,311 - mmaction - INFO - Epoch [4][1580/1997] lr: 7.500e-03, eta: 2 days, 8:15:21, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.4404, top5_acc: 0.6914, loss_cls: 2.4993, loss: 2.4993, grad_norm: 5.0296 2020-10-01 07:38:55,802 - mmaction - INFO - Epoch [4][1600/1997] lr: 7.500e-03, eta: 2 days, 8:14:44, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.4510, top5_acc: 0.7076, loss_cls: 2.4199, loss: 2.4199, grad_norm: 5.0011 2020-10-01 07:39:16,430 - mmaction - INFO - Epoch [4][1620/1997] lr: 7.500e-03, eta: 2 days, 8:14:12, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.4518, top5_acc: 0.7034, loss_cls: 2.4562, loss: 2.4562, grad_norm: 5.0288 2020-10-01 07:39:38,662 - mmaction - INFO - Epoch [4][1640/1997] lr: 7.500e-03, eta: 2 days, 8:14:20, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.4474, top5_acc: 0.6911, loss_cls: 2.4892, loss: 2.4892, grad_norm: 5.0855 2020-10-01 07:39:58,130 - mmaction - INFO - Epoch [4][1660/1997] lr: 7.500e-03, eta: 2 days, 8:13:18, time: 0.973, data_time: 0.038, memory: 8350, top1_acc: 0.4589, top5_acc: 0.7070, loss_cls: 2.4524, loss: 2.4524, grad_norm: 5.0158 2020-10-01 07:40:18,940 - mmaction - INFO - Epoch [4][1680/1997] lr: 7.500e-03, eta: 2 days, 8:12:50, time: 1.040, data_time: 0.011, memory: 8350, top1_acc: 0.4372, top5_acc: 0.6979, loss_cls: 2.4607, loss: 2.4607, grad_norm: 5.0758 2020-10-01 07:40:40,750 - mmaction - INFO - Epoch [4][1700/1997] lr: 7.500e-03, eta: 2 days, 8:12:48, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.4589, top5_acc: 0.7065, loss_cls: 2.4183, loss: 2.4183, grad_norm: 5.0128 2020-10-01 07:41:01,058 - mmaction - INFO - Epoch [4][1720/1997] lr: 7.500e-03, eta: 2 days, 8:12:07, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.4312, top5_acc: 0.6880, loss_cls: 2.4977, loss: 2.4977, grad_norm: 5.1159 2020-10-01 07:41:22,112 - mmaction - INFO - Epoch [4][1740/1997] lr: 7.500e-03, eta: 2 days, 8:11:45, time: 1.053, data_time: 0.133, memory: 8350, top1_acc: 0.4464, top5_acc: 0.6982, loss_cls: 2.4707, loss: 2.4707, grad_norm: 5.0030 2020-10-01 07:41:43,511 - mmaction - INFO - Epoch [4][1760/1997] lr: 7.500e-03, eta: 2 days, 8:11:33, time: 1.071, data_time: 0.163, memory: 8350, top1_acc: 0.4544, top5_acc: 0.7055, loss_cls: 2.4171, loss: 2.4171, grad_norm: 4.9904 2020-10-01 07:42:04,285 - mmaction - INFO - Epoch [4][1780/1997] lr: 7.500e-03, eta: 2 days, 8:11:03, time: 1.037, data_time: 0.110, memory: 8350, top1_acc: 0.4419, top5_acc: 0.6995, loss_cls: 2.4778, loss: 2.4778, grad_norm: 5.0508 2020-10-01 07:42:26,475 - mmaction - INFO - Epoch [4][1800/1997] lr: 7.500e-03, eta: 2 days, 8:11:10, time: 1.110, data_time: 0.092, memory: 8350, top1_acc: 0.4505, top5_acc: 0.7010, loss_cls: 2.4664, loss: 2.4664, grad_norm: 5.0145 2020-10-01 07:42:47,560 - mmaction - INFO - Epoch [4][1820/1997] lr: 7.500e-03, eta: 2 days, 8:10:49, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.4510, top5_acc: 0.6990, loss_cls: 2.4535, loss: 2.4535, grad_norm: 5.0214 2020-10-01 07:43:06,919 - mmaction - INFO - Epoch [4][1840/1997] lr: 7.500e-03, eta: 2 days, 8:09:46, time: 0.968, data_time: 0.003, memory: 8350, top1_acc: 0.4411, top5_acc: 0.6831, loss_cls: 2.5250, loss: 2.5250, grad_norm: 4.9882 2020-10-01 07:43:29,023 - mmaction - INFO - Epoch [4][1860/1997] lr: 7.500e-03, eta: 2 days, 8:09:50, time: 1.106, data_time: 0.002, memory: 8350, top1_acc: 0.4417, top5_acc: 0.6922, loss_cls: 2.4719, loss: 2.4719, grad_norm: 5.0463 2020-10-01 07:43:48,770 - mmaction - INFO - Epoch [4][1880/1997] lr: 7.500e-03, eta: 2 days, 8:08:57, time: 0.987, data_time: 0.007, memory: 8350, top1_acc: 0.4510, top5_acc: 0.7073, loss_cls: 2.4368, loss: 2.4368, grad_norm: 5.0799 2020-10-01 07:44:10,643 - mmaction - INFO - Epoch [4][1900/1997] lr: 7.500e-03, eta: 2 days, 8:08:55, time: 1.093, data_time: 0.004, memory: 8350, top1_acc: 0.4560, top5_acc: 0.7029, loss_cls: 2.4510, loss: 2.4510, grad_norm: 5.0013 2020-10-01 07:44:31,550 - mmaction - INFO - Epoch [4][1920/1997] lr: 7.500e-03, eta: 2 days, 8:08:30, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.4318, loss: 2.4318, grad_norm: 5.0352 2020-10-01 07:44:51,651 - mmaction - INFO - Epoch [4][1940/1997] lr: 7.500e-03, eta: 2 days, 8:07:45, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.5007, loss: 2.5007, grad_norm: 5.0620 2020-10-01 07:45:13,669 - mmaction - INFO - Epoch [4][1960/1997] lr: 7.500e-03, eta: 2 days, 8:07:47, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.4586, top5_acc: 0.7016, loss_cls: 2.4577, loss: 2.4577, grad_norm: 5.0106 2020-10-01 07:45:34,613 - mmaction - INFO - Epoch [4][1980/1997] lr: 7.500e-03, eta: 2 days, 8:07:23, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.4557, top5_acc: 0.7086, loss_cls: 2.4474, loss: 2.4474, grad_norm: 4.9971 2020-10-01 07:45:51,610 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-10-01 07:46:36,541 - mmaction - INFO - Epoch [5][20/1997] lr: 7.500e-03, eta: 2 days, 8:08:35, time: 2.183, data_time: 1.080, memory: 8350, top1_acc: 0.4862, top5_acc: 0.7253, loss_cls: 2.3154, loss: 2.3154, grad_norm: 4.8734 2020-10-01 07:46:57,970 - mmaction - INFO - Epoch [5][40/1997] lr: 7.500e-03, eta: 2 days, 8:08:22, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.4526, top5_acc: 0.7102, loss_cls: 2.4085, loss: 2.4085, grad_norm: 4.9608 2020-10-01 07:47:17,686 - mmaction - INFO - Epoch [5][60/1997] lr: 7.500e-03, eta: 2 days, 8:07:28, time: 0.985, data_time: 0.001, memory: 8350, top1_acc: 0.4630, top5_acc: 0.7065, loss_cls: 2.3992, loss: 2.3992, grad_norm: 4.9831 2020-10-01 07:47:38,714 - mmaction - INFO - Epoch [5][80/1997] lr: 7.500e-03, eta: 2 days, 8:07:06, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.4516, top5_acc: 0.6995, loss_cls: 2.4408, loss: 2.4408, grad_norm: 4.9930 2020-10-01 07:48:00,156 - mmaction - INFO - Epoch [5][100/1997] lr: 7.500e-03, eta: 2 days, 8:06:53, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.4594, top5_acc: 0.7083, loss_cls: 2.4173, loss: 2.4173, grad_norm: 4.9933 2020-10-01 07:48:21,379 - mmaction - INFO - Epoch [5][120/1997] lr: 7.500e-03, eta: 2 days, 8:06:35, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.4602, top5_acc: 0.7013, loss_cls: 2.4196, loss: 2.4196, grad_norm: 5.0158 2020-10-01 07:48:41,157 - mmaction - INFO - Epoch [5][140/1997] lr: 7.500e-03, eta: 2 days, 8:05:44, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.4617, top5_acc: 0.7185, loss_cls: 2.3813, loss: 2.3813, grad_norm: 5.0648 2020-10-01 07:49:02,670 - mmaction - INFO - Epoch [5][160/1997] lr: 7.500e-03, eta: 2 days, 8:05:32, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.4495, top5_acc: 0.7013, loss_cls: 2.4502, loss: 2.4502, grad_norm: 5.0953 2020-10-01 07:49:23,371 - mmaction - INFO - Epoch [5][180/1997] lr: 7.500e-03, eta: 2 days, 8:05:02, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.4711, top5_acc: 0.7182, loss_cls: 2.3529, loss: 2.3529, grad_norm: 4.9922 2020-10-01 07:49:44,124 - mmaction - INFO - Epoch [5][200/1997] lr: 7.500e-03, eta: 2 days, 8:04:34, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.4518, top5_acc: 0.7112, loss_cls: 2.4329, loss: 2.4329, grad_norm: 5.0769 2020-10-01 07:50:05,705 - mmaction - INFO - Epoch [5][220/1997] lr: 7.500e-03, eta: 2 days, 8:04:24, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.4542, top5_acc: 0.7091, loss_cls: 2.4221, loss: 2.4221, grad_norm: 5.1344 2020-10-01 07:50:26,412 - mmaction - INFO - Epoch [5][240/1997] lr: 7.500e-03, eta: 2 days, 8:03:54, time: 1.036, data_time: 0.006, memory: 8350, top1_acc: 0.4487, top5_acc: 0.7000, loss_cls: 2.4927, loss: 2.4927, grad_norm: 5.1088 2020-10-01 07:50:47,171 - mmaction - INFO - Epoch [5][260/1997] lr: 7.500e-03, eta: 2 days, 8:03:26, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.4464, top5_acc: 0.6896, loss_cls: 2.4927, loss: 2.4927, grad_norm: 5.1485 2020-10-01 07:51:08,009 - mmaction - INFO - Epoch [5][280/1997] lr: 7.500e-03, eta: 2 days, 8:02:59, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.4589, top5_acc: 0.7094, loss_cls: 2.4135, loss: 2.4135, grad_norm: 5.0872 2020-10-01 07:51:29,961 - mmaction - INFO - Epoch [5][300/1997] lr: 7.500e-03, eta: 2 days, 8:02:58, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.4453, top5_acc: 0.7089, loss_cls: 2.4285, loss: 2.4285, grad_norm: 5.0699 2020-10-01 07:51:51,036 - mmaction - INFO - Epoch [5][320/1997] lr: 7.500e-03, eta: 2 days, 8:02:37, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.4544, top5_acc: 0.7076, loss_cls: 2.4203, loss: 2.4203, grad_norm: 5.0321 2020-10-01 07:52:11,291 - mmaction - INFO - Epoch [5][340/1997] lr: 7.500e-03, eta: 2 days, 8:01:57, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.4216, loss: 2.4216, grad_norm: 5.1244 2020-10-01 07:52:32,990 - mmaction - INFO - Epoch [5][360/1997] lr: 7.500e-03, eta: 2 days, 8:01:50, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.4427, top5_acc: 0.7036, loss_cls: 2.4530, loss: 2.4530, grad_norm: 5.1219 2020-10-01 07:52:54,270 - mmaction - INFO - Epoch [5][380/1997] lr: 7.500e-03, eta: 2 days, 8:01:33, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.4586, top5_acc: 0.7104, loss_cls: 2.3796, loss: 2.3796, grad_norm: 5.0337 2020-10-01 07:53:13,817 - mmaction - INFO - Epoch [5][400/1997] lr: 7.500e-03, eta: 2 days, 8:00:37, time: 0.978, data_time: 0.003, memory: 8350, top1_acc: 0.4646, top5_acc: 0.7034, loss_cls: 2.4191, loss: 2.4191, grad_norm: 5.1363 2020-10-01 07:53:35,474 - mmaction - INFO - Epoch [5][420/1997] lr: 7.500e-03, eta: 2 days, 8:00:29, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.4630, top5_acc: 0.7010, loss_cls: 2.4310, loss: 2.4310, grad_norm: 4.9883 2020-10-01 07:53:55,488 - mmaction - INFO - Epoch [5][440/1997] lr: 7.500e-03, eta: 2 days, 7:59:44, time: 1.000, data_time: 0.001, memory: 8350, top1_acc: 0.4471, top5_acc: 0.6904, loss_cls: 2.4594, loss: 2.4594, grad_norm: 5.1622 2020-10-01 07:54:16,566 - mmaction - INFO - Epoch [5][460/1997] lr: 7.500e-03, eta: 2 days, 7:59:23, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.4461, top5_acc: 0.7026, loss_cls: 2.4438, loss: 2.4438, grad_norm: 5.0714 2020-10-01 07:54:38,134 - mmaction - INFO - Epoch [5][480/1997] lr: 7.500e-03, eta: 2 days, 7:59:13, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.4659, top5_acc: 0.7138, loss_cls: 2.3823, loss: 2.3823, grad_norm: 5.0104 2020-10-01 07:54:59,854 - mmaction - INFO - Epoch [5][500/1997] lr: 7.500e-03, eta: 2 days, 7:59:06, time: 1.086, data_time: 0.001, memory: 8350, top1_acc: 0.4427, top5_acc: 0.7195, loss_cls: 2.3964, loss: 2.3964, grad_norm: 5.1674 2020-10-01 07:55:19,764 - mmaction - INFO - Epoch [5][520/1997] lr: 7.500e-03, eta: 2 days, 7:58:19, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.4716, top5_acc: 0.7151, loss_cls: 2.3687, loss: 2.3687, grad_norm: 5.0444 2020-10-01 07:55:41,776 - mmaction - INFO - Epoch [5][540/1997] lr: 7.500e-03, eta: 2 days, 7:58:18, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.4646, top5_acc: 0.7164, loss_cls: 2.4020, loss: 2.4020, grad_norm: 5.0683 2020-10-01 07:56:02,497 - mmaction - INFO - Epoch [5][560/1997] lr: 7.500e-03, eta: 2 days, 7:57:49, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.4521, top5_acc: 0.7078, loss_cls: 2.4276, loss: 2.4276, grad_norm: 5.1028 2020-10-01 07:56:22,648 - mmaction - INFO - Epoch [5][580/1997] lr: 7.500e-03, eta: 2 days, 7:57:07, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.4661, top5_acc: 0.7297, loss_cls: 2.3593, loss: 2.3593, grad_norm: 5.1052 2020-10-01 07:56:44,298 - mmaction - INFO - Epoch [5][600/1997] lr: 7.500e-03, eta: 2 days, 7:56:59, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.4521, top5_acc: 0.7060, loss_cls: 2.4142, loss: 2.4142, grad_norm: 5.1234 2020-10-01 07:57:05,176 - mmaction - INFO - Epoch [5][620/1997] lr: 7.500e-03, eta: 2 days, 7:56:33, time: 1.043, data_time: 0.003, memory: 8350, top1_acc: 0.4513, top5_acc: 0.6977, loss_cls: 2.4471, loss: 2.4471, grad_norm: 5.0668 2020-10-01 07:57:25,469 - mmaction - INFO - Epoch [5][640/1997] lr: 7.500e-03, eta: 2 days, 7:55:55, time: 1.016, data_time: 0.003, memory: 8350, top1_acc: 0.4521, top5_acc: 0.6956, loss_cls: 2.4670, loss: 2.4670, grad_norm: 5.0873 2020-10-01 07:57:47,521 - mmaction - INFO - Epoch [5][660/1997] lr: 7.500e-03, eta: 2 days, 7:55:56, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3491, loss: 2.3491, grad_norm: 4.9683 2020-10-01 07:58:07,875 - mmaction - INFO - Epoch [5][680/1997] lr: 7.500e-03, eta: 2 days, 7:55:19, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.4542, top5_acc: 0.7128, loss_cls: 2.4263, loss: 2.4263, grad_norm: 5.0983 2020-10-01 07:58:29,540 - mmaction - INFO - Epoch [5][700/1997] lr: 7.500e-03, eta: 2 days, 7:55:11, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.4552, top5_acc: 0.7062, loss_cls: 2.4328, loss: 2.4328, grad_norm: 5.0836 2020-10-01 07:58:49,578 - mmaction - INFO - Epoch [5][720/1997] lr: 7.500e-03, eta: 2 days, 7:54:27, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.4536, top5_acc: 0.7034, loss_cls: 2.4015, loss: 2.4015, grad_norm: 5.0545 2020-10-01 07:59:09,977 - mmaction - INFO - Epoch [5][740/1997] lr: 7.500e-03, eta: 2 days, 7:53:51, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.4622, top5_acc: 0.7247, loss_cls: 2.3403, loss: 2.3403, grad_norm: 5.0492 2020-10-01 07:59:30,681 - mmaction - INFO - Epoch [5][760/1997] lr: 7.500e-03, eta: 2 days, 7:53:22, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.4560, top5_acc: 0.7010, loss_cls: 2.4037, loss: 2.4037, grad_norm: 5.0252 2020-10-01 07:59:52,306 - mmaction - INFO - Epoch [5][780/1997] lr: 7.500e-03, eta: 2 days, 7:53:13, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.4578, top5_acc: 0.7120, loss_cls: 2.4104, loss: 2.4104, grad_norm: 5.0076 2020-10-01 08:00:13,346 - mmaction - INFO - Epoch [5][800/1997] lr: 7.500e-03, eta: 2 days, 7:52:51, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.4594, top5_acc: 0.6990, loss_cls: 2.4503, loss: 2.4503, grad_norm: 5.1016 2020-10-01 08:00:34,610 - mmaction - INFO - Epoch [5][820/1997] lr: 7.500e-03, eta: 2 days, 7:52:34, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.4521, top5_acc: 0.6953, loss_cls: 2.4275, loss: 2.4275, grad_norm: 5.0803 2020-10-01 08:00:55,188 - mmaction - INFO - Epoch [5][840/1997] lr: 7.500e-03, eta: 2 days, 7:52:02, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.4591, top5_acc: 0.7091, loss_cls: 2.4174, loss: 2.4174, grad_norm: 5.1003 2020-10-01 08:01:16,139 - mmaction - INFO - Epoch [5][860/1997] lr: 7.500e-03, eta: 2 days, 7:51:38, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.4555, top5_acc: 0.7177, loss_cls: 2.3657, loss: 2.3657, grad_norm: 5.0787 2020-10-01 08:01:36,354 - mmaction - INFO - Epoch [5][880/1997] lr: 7.500e-03, eta: 2 days, 7:50:59, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.4620, top5_acc: 0.7182, loss_cls: 2.3704, loss: 2.3704, grad_norm: 5.1230 2020-10-01 08:01:58,329 - mmaction - INFO - Epoch [5][900/1997] lr: 7.500e-03, eta: 2 days, 7:50:57, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.4599, top5_acc: 0.7109, loss_cls: 2.4059, loss: 2.4059, grad_norm: 5.0908 2020-10-01 08:02:18,612 - mmaction - INFO - Epoch [5][920/1997] lr: 7.500e-03, eta: 2 days, 7:50:18, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.4596, top5_acc: 0.6958, loss_cls: 2.4276, loss: 2.4276, grad_norm: 5.0111 2020-10-01 08:02:39,981 - mmaction - INFO - Epoch [5][940/1997] lr: 7.500e-03, eta: 2 days, 7:50:04, time: 1.071, data_time: 0.004, memory: 8350, top1_acc: 0.4576, top5_acc: 0.7083, loss_cls: 2.4193, loss: 2.4193, grad_norm: 5.0563 2020-10-01 08:03:01,242 - mmaction - INFO - Epoch [5][960/1997] lr: 7.500e-03, eta: 2 days, 7:49:47, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.4633, top5_acc: 0.7154, loss_cls: 2.3871, loss: 2.3871, grad_norm: 5.0212 2020-10-01 08:03:21,812 - mmaction - INFO - Epoch [5][980/1997] lr: 7.500e-03, eta: 2 days, 7:49:15, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.4612, top5_acc: 0.7135, loss_cls: 2.4123, loss: 2.4123, grad_norm: 5.0829 2020-10-01 08:03:45,042 - mmaction - INFO - Epoch [5][1000/1997] lr: 7.500e-03, eta: 2 days, 7:49:40, time: 1.162, data_time: 0.002, memory: 8350, top1_acc: 0.4557, top5_acc: 0.6984, loss_cls: 2.4109, loss: 2.4109, grad_norm: 5.1599 2020-10-01 08:04:04,670 - mmaction - INFO - Epoch [5][1020/1997] lr: 7.500e-03, eta: 2 days, 7:48:49, time: 0.982, data_time: 0.001, memory: 8350, top1_acc: 0.4529, top5_acc: 0.7036, loss_cls: 2.4535, loss: 2.4535, grad_norm: 5.1702 2020-10-01 08:04:24,808 - mmaction - INFO - Epoch [5][1040/1997] lr: 7.500e-03, eta: 2 days, 7:48:07, time: 1.006, data_time: 0.001, memory: 8350, top1_acc: 0.4573, top5_acc: 0.7068, loss_cls: 2.3882, loss: 2.3882, grad_norm: 5.1088 2020-10-01 08:04:45,726 - mmaction - INFO - Epoch [5][1060/1997] lr: 7.500e-03, eta: 2 days, 7:47:43, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.4500, top5_acc: 0.7117, loss_cls: 2.4368, loss: 2.4368, grad_norm: 5.1327 2020-10-01 08:05:06,274 - mmaction - INFO - Epoch [5][1080/1997] lr: 7.500e-03, eta: 2 days, 7:47:11, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.4562, top5_acc: 0.7159, loss_cls: 2.4186, loss: 2.4186, grad_norm: 5.1195 2020-10-01 08:05:27,090 - mmaction - INFO - Epoch [5][1100/1997] lr: 7.500e-03, eta: 2 days, 7:46:44, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.4586, top5_acc: 0.7076, loss_cls: 2.4270, loss: 2.4270, grad_norm: 5.1651 2020-10-01 08:05:47,899 - mmaction - INFO - Epoch [5][1120/1997] lr: 7.500e-03, eta: 2 days, 7:46:18, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.4555, top5_acc: 0.7099, loss_cls: 2.4072, loss: 2.4072, grad_norm: 5.1230 2020-10-01 08:06:08,851 - mmaction - INFO - Epoch [5][1140/1997] lr: 7.500e-03, eta: 2 days, 7:45:54, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.4513, top5_acc: 0.7000, loss_cls: 2.4397, loss: 2.4397, grad_norm: 5.1126 2020-10-01 08:06:29,850 - mmaction - INFO - Epoch [5][1160/1997] lr: 7.500e-03, eta: 2 days, 7:45:32, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.4516, top5_acc: 0.7122, loss_cls: 2.4018, loss: 2.4018, grad_norm: 5.1463 2020-10-01 08:06:50,236 - mmaction - INFO - Epoch [5][1180/1997] lr: 7.500e-03, eta: 2 days, 7:44:57, time: 1.019, data_time: 0.031, memory: 8350, top1_acc: 0.4609, top5_acc: 0.6932, loss_cls: 2.4251, loss: 2.4251, grad_norm: 5.1821 2020-10-01 08:07:10,933 - mmaction - INFO - Epoch [5][1200/1997] lr: 7.500e-03, eta: 2 days, 7:44:28, time: 1.035, data_time: 0.244, memory: 8350, top1_acc: 0.4521, top5_acc: 0.7201, loss_cls: 2.4035, loss: 2.4035, grad_norm: 5.1176 2020-10-01 08:07:31,553 - mmaction - INFO - Epoch [5][1220/1997] lr: 7.500e-03, eta: 2 days, 7:43:58, time: 1.031, data_time: 0.129, memory: 8350, top1_acc: 0.4622, top5_acc: 0.7076, loss_cls: 2.3981, loss: 2.3981, grad_norm: 5.0514 2020-10-01 08:07:52,211 - mmaction - INFO - Epoch [5][1240/1997] lr: 7.500e-03, eta: 2 days, 7:43:28, time: 1.034, data_time: 0.008, memory: 8350, top1_acc: 0.4464, top5_acc: 0.7026, loss_cls: 2.4140, loss: 2.4140, grad_norm: 5.1263 2020-10-01 08:08:13,238 - mmaction - INFO - Epoch [5][1260/1997] lr: 7.500e-03, eta: 2 days, 7:43:06, time: 1.051, data_time: 0.019, memory: 8350, top1_acc: 0.4471, top5_acc: 0.7039, loss_cls: 2.4520, loss: 2.4520, grad_norm: 5.2072 2020-10-01 08:08:35,195 - mmaction - INFO - Epoch [5][1280/1997] lr: 7.500e-03, eta: 2 days, 7:43:04, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.4359, top5_acc: 0.7018, loss_cls: 2.4544, loss: 2.4544, grad_norm: 5.2910 2020-10-01 08:08:55,078 - mmaction - INFO - Epoch [5][1300/1997] lr: 7.500e-03, eta: 2 days, 7:42:18, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.4435, top5_acc: 0.7036, loss_cls: 2.4505, loss: 2.4505, grad_norm: 5.1533 2020-10-01 08:09:16,394 - mmaction - INFO - Epoch [5][1320/1997] lr: 7.500e-03, eta: 2 days, 7:42:03, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.4557, top5_acc: 0.7164, loss_cls: 2.4157, loss: 2.4157, grad_norm: 5.1599 2020-10-01 08:09:37,617 - mmaction - INFO - Epoch [5][1340/1997] lr: 7.500e-03, eta: 2 days, 7:41:45, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.4576, top5_acc: 0.7135, loss_cls: 2.3953, loss: 2.3953, grad_norm: 5.0453 2020-10-01 08:09:57,755 - mmaction - INFO - Epoch [5][1360/1997] lr: 7.500e-03, eta: 2 days, 7:41:05, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.4667, top5_acc: 0.7297, loss_cls: 2.2906, loss: 2.2906, grad_norm: 4.9221 2020-10-01 08:10:18,496 - mmaction - INFO - Epoch [5][1380/1997] lr: 7.500e-03, eta: 2 days, 7:40:37, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.4669, top5_acc: 0.7146, loss_cls: 2.3762, loss: 2.3762, grad_norm: 5.0625 2020-10-01 08:10:40,183 - mmaction - INFO - Epoch [5][1400/1997] lr: 7.500e-03, eta: 2 days, 7:40:29, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.4661, top5_acc: 0.7117, loss_cls: 2.3992, loss: 2.3992, grad_norm: 5.1719 2020-10-01 08:11:00,162 - mmaction - INFO - Epoch [5][1420/1997] lr: 7.500e-03, eta: 2 days, 7:39:46, time: 0.999, data_time: 0.001, memory: 8350, top1_acc: 0.4495, top5_acc: 0.7070, loss_cls: 2.4148, loss: 2.4148, grad_norm: 5.1497 2020-10-01 08:11:21,835 - mmaction - INFO - Epoch [5][1440/1997] lr: 7.500e-03, eta: 2 days, 7:39:37, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.4565, top5_acc: 0.7122, loss_cls: 2.4202, loss: 2.4202, grad_norm: 5.1848 2020-10-01 08:11:42,790 - mmaction - INFO - Epoch [5][1460/1997] lr: 7.500e-03, eta: 2 days, 7:39:14, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.4714, top5_acc: 0.7102, loss_cls: 2.3827, loss: 2.3827, grad_norm: 5.0744 2020-10-01 08:12:03,123 - mmaction - INFO - Epoch [5][1480/1997] lr: 7.500e-03, eta: 2 days, 7:38:38, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.4625, top5_acc: 0.7190, loss_cls: 2.3603, loss: 2.3603, grad_norm: 5.1238 2020-10-01 08:12:25,033 - mmaction - INFO - Epoch [5][1500/1997] lr: 7.500e-03, eta: 2 days, 7:38:34, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.4583, top5_acc: 0.6969, loss_cls: 2.4214, loss: 2.4214, grad_norm: 5.0410 2020-10-01 08:12:45,417 - mmaction - INFO - Epoch [5][1520/1997] lr: 7.500e-03, eta: 2 days, 7:38:00, time: 1.021, data_time: 0.003, memory: 8350, top1_acc: 0.4599, top5_acc: 0.7154, loss_cls: 2.3714, loss: 2.3714, grad_norm: 5.0934 2020-10-01 08:13:07,542 - mmaction - INFO - Epoch [5][1540/1997] lr: 7.500e-03, eta: 2 days, 7:38:00, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.4552, top5_acc: 0.7073, loss_cls: 2.4052, loss: 2.4052, grad_norm: 5.0963 2020-10-01 08:13:28,617 - mmaction - INFO - Epoch [5][1560/1997] lr: 7.500e-03, eta: 2 days, 7:37:39, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.4807, top5_acc: 0.7190, loss_cls: 2.3291, loss: 2.3291, grad_norm: 4.9835 2020-10-01 08:13:50,211 - mmaction - INFO - Epoch [5][1580/1997] lr: 7.500e-03, eta: 2 days, 7:37:28, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.4591, top5_acc: 0.7065, loss_cls: 2.4075, loss: 2.4075, grad_norm: 5.1345 2020-10-01 08:14:11,577 - mmaction - INFO - Epoch [5][1600/1997] lr: 7.500e-03, eta: 2 days, 7:37:13, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.4651, top5_acc: 0.7164, loss_cls: 2.3481, loss: 2.3481, grad_norm: 5.0280 2020-10-01 08:14:30,497 - mmaction - INFO - Epoch [5][1620/1997] lr: 7.500e-03, eta: 2 days, 7:36:10, time: 0.946, data_time: 0.006, memory: 8350, top1_acc: 0.4531, top5_acc: 0.7096, loss_cls: 2.4039, loss: 2.4039, grad_norm: 5.1204 2020-10-01 08:14:52,505 - mmaction - INFO - Epoch [5][1640/1997] lr: 7.500e-03, eta: 2 days, 7:36:07, time: 1.100, data_time: 0.039, memory: 8350, top1_acc: 0.4672, top5_acc: 0.7201, loss_cls: 2.3410, loss: 2.3410, grad_norm: 5.1354 2020-10-01 08:15:13,052 - mmaction - INFO - Epoch [5][1660/1997] lr: 7.500e-03, eta: 2 days, 7:35:36, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.4552, top5_acc: 0.7169, loss_cls: 2.3853, loss: 2.3853, grad_norm: 5.1845 2020-10-01 08:15:33,762 - mmaction - INFO - Epoch [5][1680/1997] lr: 7.500e-03, eta: 2 days, 7:35:08, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.4776, top5_acc: 0.7180, loss_cls: 2.3425, loss: 2.3425, grad_norm: 5.0297 2020-10-01 08:15:54,216 - mmaction - INFO - Epoch [5][1700/1997] lr: 7.500e-03, eta: 2 days, 7:34:35, time: 1.022, data_time: 0.009, memory: 8350, top1_acc: 0.4685, top5_acc: 0.7219, loss_cls: 2.3573, loss: 2.3573, grad_norm: 5.0160 2020-10-01 08:16:14,859 - mmaction - INFO - Epoch [5][1720/1997] lr: 7.500e-03, eta: 2 days, 7:34:06, time: 1.033, data_time: 0.063, memory: 8350, top1_acc: 0.4784, top5_acc: 0.7102, loss_cls: 2.3647, loss: 2.3647, grad_norm: 5.0792 2020-10-01 08:16:36,274 - mmaction - INFO - Epoch [5][1740/1997] lr: 7.500e-03, eta: 2 days, 7:33:52, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.4565, top5_acc: 0.7063, loss_cls: 2.4303, loss: 2.4303, grad_norm: 5.1757 2020-10-01 08:16:57,070 - mmaction - INFO - Epoch [5][1760/1997] lr: 7.500e-03, eta: 2 days, 7:33:25, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.4596, top5_acc: 0.7104, loss_cls: 2.4070, loss: 2.4070, grad_norm: 5.1738 2020-10-01 08:17:18,205 - mmaction - INFO - Epoch [5][1780/1997] lr: 7.500e-03, eta: 2 days, 7:33:06, time: 1.058, data_time: 0.004, memory: 8350, top1_acc: 0.4716, top5_acc: 0.7151, loss_cls: 2.3023, loss: 2.3023, grad_norm: 4.9810 2020-10-01 08:17:39,658 - mmaction - INFO - Epoch [5][1800/1997] lr: 7.500e-03, eta: 2 days, 7:32:53, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.4573, top5_acc: 0.7076, loss_cls: 2.3815, loss: 2.3815, grad_norm: 5.1008 2020-10-01 08:17:59,182 - mmaction - INFO - Epoch [5][1820/1997] lr: 7.500e-03, eta: 2 days, 7:32:02, time: 0.977, data_time: 0.001, memory: 8350, top1_acc: 0.4615, top5_acc: 0.7164, loss_cls: 2.3686, loss: 2.3686, grad_norm: 5.1489 2020-10-01 08:18:20,538 - mmaction - INFO - Epoch [5][1840/1997] lr: 7.500e-03, eta: 2 days, 7:31:47, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.4828, top5_acc: 0.7237, loss_cls: 2.3131, loss: 2.3131, grad_norm: 5.0539 2020-10-01 08:18:41,173 - mmaction - INFO - Epoch [5][1860/1997] lr: 7.500e-03, eta: 2 days, 7:31:17, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.4607, top5_acc: 0.7081, loss_cls: 2.3866, loss: 2.3866, grad_norm: 5.0277 2020-10-01 08:19:01,517 - mmaction - INFO - Epoch [5][1880/1997] lr: 7.500e-03, eta: 2 days, 7:30:42, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.4596, top5_acc: 0.7156, loss_cls: 2.3828, loss: 2.3828, grad_norm: 5.1110 2020-10-01 08:19:22,796 - mmaction - INFO - Epoch [5][1900/1997] lr: 7.500e-03, eta: 2 days, 7:30:26, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.4664, top5_acc: 0.7201, loss_cls: 2.3437, loss: 2.3437, grad_norm: 5.1420 2020-10-01 08:19:44,135 - mmaction - INFO - Epoch [5][1920/1997] lr: 7.500e-03, eta: 2 days, 7:30:10, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.4591, top5_acc: 0.7107, loss_cls: 2.3923, loss: 2.3923, grad_norm: 5.0446 2020-10-01 08:20:04,177 - mmaction - INFO - Epoch [5][1940/1997] lr: 7.500e-03, eta: 2 days, 7:29:30, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.4708, top5_acc: 0.7117, loss_cls: 2.3616, loss: 2.3616, grad_norm: 5.1021 2020-10-01 08:20:24,893 - mmaction - INFO - Epoch [5][1960/1997] lr: 7.500e-03, eta: 2 days, 7:29:02, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.4602, top5_acc: 0.7115, loss_cls: 2.3905, loss: 2.3905, grad_norm: 5.1029 2020-10-01 08:20:47,833 - mmaction - INFO - Epoch [5][1980/1997] lr: 7.500e-03, eta: 2 days, 7:29:17, time: 1.148, data_time: 0.003, memory: 8350, top1_acc: 0.4526, top5_acc: 0.7070, loss_cls: 2.3905, loss: 2.3905, grad_norm: 5.1392 2020-10-01 08:21:05,413 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-01 08:23:58,936 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 08:24:00,484 - mmaction - INFO - top1_acc 0.5763 top5_acc 0.8204 2020-10-01 08:24:00,484 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 08:24:00,578 - mmaction - INFO - mean_acc 0.5748 2020-10-01 08:24:00,578 - mmaction - INFO - Now best checkpoint is epoch_5.pth 2020-10-01 08:24:00,609 - mmaction - INFO - Epoch(val) [5][1997] top1_acc: 0.5763, top5_acc: 0.8204, mean_class_accuracy: 0.5748 2020-10-01 08:24:43,994 - mmaction - INFO - Epoch [6][20/1997] lr: 7.500e-03, eta: 2 days, 7:30:01, time: 2.167, data_time: 1.098, memory: 8350, top1_acc: 0.4643, top5_acc: 0.7159, loss_cls: 2.3602, loss: 2.3602, grad_norm: 5.0739 2020-10-01 08:25:05,338 - mmaction - INFO - Epoch [6][40/1997] lr: 7.500e-03, eta: 2 days, 7:29:45, time: 1.067, data_time: 0.010, memory: 8350, top1_acc: 0.4924, top5_acc: 0.7263, loss_cls: 2.2770, loss: 2.2770, grad_norm: 4.9899 2020-10-01 08:25:26,209 - mmaction - INFO - Epoch [6][60/1997] lr: 7.500e-03, eta: 2 days, 7:29:21, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.4904, top5_acc: 0.7117, loss_cls: 2.3124, loss: 2.3124, grad_norm: 4.9625 2020-10-01 08:25:46,724 - mmaction - INFO - Epoch [6][80/1997] lr: 7.500e-03, eta: 2 days, 7:28:49, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.4781, top5_acc: 0.7263, loss_cls: 2.3230, loss: 2.3230, grad_norm: 5.0958 2020-10-01 08:26:09,062 - mmaction - INFO - Epoch [6][100/1997] lr: 7.500e-03, eta: 2 days, 7:28:52, time: 1.116, data_time: 0.001, memory: 8350, top1_acc: 0.4688, top5_acc: 0.7151, loss_cls: 2.3492, loss: 2.3492, grad_norm: 5.1095 2020-10-01 08:26:29,363 - mmaction - INFO - Epoch [6][120/1997] lr: 7.500e-03, eta: 2 days, 7:28:17, time: 1.016, data_time: 0.003, memory: 8350, top1_acc: 0.4651, top5_acc: 0.7182, loss_cls: 2.3601, loss: 2.3601, grad_norm: 5.1487 2020-10-01 08:26:50,764 - mmaction - INFO - Epoch [6][140/1997] lr: 7.500e-03, eta: 2 days, 7:28:01, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.4805, top5_acc: 0.7208, loss_cls: 2.3373, loss: 2.3373, grad_norm: 5.0243 2020-10-01 08:27:11,303 - mmaction - INFO - Epoch [6][160/1997] lr: 7.500e-03, eta: 2 days, 7:27:31, time: 1.029, data_time: 0.003, memory: 8350, top1_acc: 0.4859, top5_acc: 0.7333, loss_cls: 2.2955, loss: 2.2955, grad_norm: 5.0739 2020-10-01 08:27:31,651 - mmaction - INFO - Epoch [6][180/1997] lr: 7.500e-03, eta: 2 days, 7:26:56, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.4750, top5_acc: 0.7221, loss_cls: 2.3292, loss: 2.3292, grad_norm: 5.0475 2020-10-01 08:27:52,751 - mmaction - INFO - Epoch [6][200/1997] lr: 7.500e-03, eta: 2 days, 7:26:36, time: 1.055, data_time: 0.009, memory: 8350, top1_acc: 0.4539, top5_acc: 0.7044, loss_cls: 2.4056, loss: 2.4056, grad_norm: 5.0999 2020-10-01 08:28:14,076 - mmaction - INFO - Epoch [6][220/1997] lr: 7.500e-03, eta: 2 days, 7:26:20, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.4622, top5_acc: 0.7057, loss_cls: 2.4177, loss: 2.4177, grad_norm: 5.1678 2020-10-01 08:28:35,626 - mmaction - INFO - Epoch [6][240/1997] lr: 7.500e-03, eta: 2 days, 7:26:08, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.4688, top5_acc: 0.7255, loss_cls: 2.3180, loss: 2.3180, grad_norm: 5.0285 2020-10-01 08:28:55,465 - mmaction - INFO - Epoch [6][260/1997] lr: 7.500e-03, eta: 2 days, 7:25:24, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.4773, top5_acc: 0.7208, loss_cls: 2.3730, loss: 2.3730, grad_norm: 5.1208 2020-10-01 08:29:17,702 - mmaction - INFO - Epoch [6][280/1997] lr: 7.500e-03, eta: 2 days, 7:25:25, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.4810, top5_acc: 0.7266, loss_cls: 2.3196, loss: 2.3196, grad_norm: 5.1352 2020-10-01 08:29:38,544 - mmaction - INFO - Epoch [6][300/1997] lr: 7.500e-03, eta: 2 days, 7:25:00, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.4641, top5_acc: 0.7096, loss_cls: 2.4077, loss: 2.4077, grad_norm: 5.1319 2020-10-01 08:30:00,785 - mmaction - INFO - Epoch [6][320/1997] lr: 7.500e-03, eta: 2 days, 7:25:00, time: 1.111, data_time: 0.001, memory: 8350, top1_acc: 0.4594, top5_acc: 0.7232, loss_cls: 2.3581, loss: 2.3581, grad_norm: 5.1578 2020-10-01 08:30:22,163 - mmaction - INFO - Epoch [6][340/1997] lr: 7.500e-03, eta: 2 days, 7:24:44, time: 1.069, data_time: 0.003, memory: 8350, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.3460, loss: 2.3460, grad_norm: 5.0496 2020-10-01 08:30:41,414 - mmaction - INFO - Epoch [6][360/1997] lr: 7.500e-03, eta: 2 days, 7:23:50, time: 0.964, data_time: 0.003, memory: 8350, top1_acc: 0.4727, top5_acc: 0.7219, loss_cls: 2.3303, loss: 2.3303, grad_norm: 5.0933 2020-10-01 08:31:04,118 - mmaction - INFO - Epoch [6][380/1997] lr: 7.500e-03, eta: 2 days, 7:23:59, time: 1.134, data_time: 0.001, memory: 8350, top1_acc: 0.4659, top5_acc: 0.7271, loss_cls: 2.3461, loss: 2.3461, grad_norm: 5.0876 2020-10-01 08:31:24,728 - mmaction - INFO - Epoch [6][400/1997] lr: 7.500e-03, eta: 2 days, 7:23:30, time: 1.032, data_time: 0.003, memory: 8350, top1_acc: 0.4706, top5_acc: 0.7070, loss_cls: 2.4050, loss: 2.4050, grad_norm: 5.2171 2020-10-01 08:31:44,600 - mmaction - INFO - Epoch [6][420/1997] lr: 7.500e-03, eta: 2 days, 7:22:47, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.4831, top5_acc: 0.7333, loss_cls: 2.3230, loss: 2.3230, grad_norm: 5.1823 2020-10-01 08:32:06,006 - mmaction - INFO - Epoch [6][440/1997] lr: 7.500e-03, eta: 2 days, 7:22:32, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.4685, top5_acc: 0.7201, loss_cls: 2.3591, loss: 2.3591, grad_norm: 5.0934 2020-10-01 08:32:27,004 - mmaction - INFO - Epoch [6][460/1997] lr: 7.500e-03, eta: 2 days, 7:22:10, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.4844, top5_acc: 0.7326, loss_cls: 2.2711, loss: 2.2711, grad_norm: 5.0593 2020-10-01 08:32:47,603 - mmaction - INFO - Epoch [6][480/1997] lr: 7.500e-03, eta: 2 days, 7:21:40, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.4812, top5_acc: 0.7299, loss_cls: 2.2955, loss: 2.2955, grad_norm: 5.0410 2020-10-01 08:33:09,122 - mmaction - INFO - Epoch [6][500/1997] lr: 7.500e-03, eta: 2 days, 7:21:28, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.4857, top5_acc: 0.7367, loss_cls: 2.2817, loss: 2.2817, grad_norm: 5.0458 2020-10-01 08:33:29,522 - mmaction - INFO - Epoch [6][520/1997] lr: 7.500e-03, eta: 2 days, 7:20:55, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.4737, top5_acc: 0.7260, loss_cls: 2.3072, loss: 2.3072, grad_norm: 5.0300 2020-10-01 08:33:51,523 - mmaction - INFO - Epoch [6][540/1997] lr: 7.500e-03, eta: 2 days, 7:20:50, time: 1.100, data_time: 0.001, memory: 8350, top1_acc: 0.4818, top5_acc: 0.7294, loss_cls: 2.3152, loss: 2.3152, grad_norm: 5.1723 2020-10-01 08:34:13,337 - mmaction - INFO - Epoch [6][560/1997] lr: 7.500e-03, eta: 2 days, 7:20:43, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.4602, top5_acc: 0.7122, loss_cls: 2.3661, loss: 2.3661, grad_norm: 5.1101 2020-10-01 08:34:34,289 - mmaction - INFO - Epoch [6][580/1997] lr: 7.500e-03, eta: 2 days, 7:20:20, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.4664, top5_acc: 0.7263, loss_cls: 2.2727, loss: 2.2727, grad_norm: 5.0960 2020-10-01 08:34:56,005 - mmaction - INFO - Epoch [6][600/1997] lr: 7.500e-03, eta: 2 days, 7:20:10, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.4716, top5_acc: 0.7161, loss_cls: 2.3450, loss: 2.3450, grad_norm: 5.0552 2020-10-01 08:35:18,005 - mmaction - INFO - Epoch [6][620/1997] lr: 7.500e-03, eta: 2 days, 7:20:06, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.4781, top5_acc: 0.7229, loss_cls: 2.3449, loss: 2.3449, grad_norm: 5.1879 2020-10-01 08:35:37,203 - mmaction - INFO - Epoch [6][640/1997] lr: 7.500e-03, eta: 2 days, 7:19:11, time: 0.961, data_time: 0.002, memory: 8350, top1_acc: 0.4870, top5_acc: 0.7326, loss_cls: 2.2724, loss: 2.2724, grad_norm: 5.1005 2020-10-01 08:35:58,931 - mmaction - INFO - Epoch [6][660/1997] lr: 7.500e-03, eta: 2 days, 7:19:02, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.4734, top5_acc: 0.7279, loss_cls: 2.3113, loss: 2.3113, grad_norm: 5.1247 2020-10-01 08:36:20,652 - mmaction - INFO - Epoch [6][680/1997] lr: 7.500e-03, eta: 2 days, 7:18:52, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.4664, top5_acc: 0.7091, loss_cls: 2.3922, loss: 2.3922, grad_norm: 5.2075 2020-10-01 08:36:40,808 - mmaction - INFO - Epoch [6][700/1997] lr: 7.500e-03, eta: 2 days, 7:18:15, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.4732, top5_acc: 0.7211, loss_cls: 2.3592, loss: 2.3592, grad_norm: 5.1476 2020-10-01 08:37:02,776 - mmaction - INFO - Epoch [6][720/1997] lr: 7.500e-03, eta: 2 days, 7:18:10, time: 1.099, data_time: 0.001, memory: 8350, top1_acc: 0.4687, top5_acc: 0.7193, loss_cls: 2.3543, loss: 2.3543, grad_norm: 5.1673 2020-10-01 08:37:24,093 - mmaction - INFO - Epoch [6][740/1997] lr: 7.500e-03, eta: 2 days, 7:17:53, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.4716, top5_acc: 0.7211, loss_cls: 2.3386, loss: 2.3386, grad_norm: 5.1233 2020-10-01 08:37:45,007 - mmaction - INFO - Epoch [6][760/1997] lr: 7.500e-03, eta: 2 days, 7:17:30, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.4701, top5_acc: 0.7185, loss_cls: 2.3442, loss: 2.3442, grad_norm: 5.1690 2020-10-01 08:38:07,123 - mmaction - INFO - Epoch [6][780/1997] lr: 7.500e-03, eta: 2 days, 7:17:27, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.4667, top5_acc: 0.7169, loss_cls: 2.3281, loss: 2.3281, grad_norm: 5.0979 2020-10-01 08:38:27,278 - mmaction - INFO - Epoch [6][800/1997] lr: 7.500e-03, eta: 2 days, 7:16:50, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.4667, top5_acc: 0.7081, loss_cls: 2.3706, loss: 2.3706, grad_norm: 5.1169 2020-10-01 08:38:47,444 - mmaction - INFO - Epoch [6][820/1997] lr: 7.500e-03, eta: 2 days, 7:16:13, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.4875, top5_acc: 0.7292, loss_cls: 2.2595, loss: 2.2595, grad_norm: 4.9953 2020-10-01 08:39:08,582 - mmaction - INFO - Epoch [6][840/1997] lr: 7.500e-03, eta: 2 days, 7:15:53, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.4865, top5_acc: 0.7427, loss_cls: 2.2418, loss: 2.2418, grad_norm: 5.0796 2020-10-01 08:39:29,467 - mmaction - INFO - Epoch [6][860/1997] lr: 7.500e-03, eta: 2 days, 7:15:29, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.4753, top5_acc: 0.7221, loss_cls: 2.3061, loss: 2.3061, grad_norm: 5.1595 2020-10-01 08:39:51,034 - mmaction - INFO - Epoch [6][880/1997] lr: 7.500e-03, eta: 2 days, 7:15:16, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.4719, top5_acc: 0.7182, loss_cls: 2.3454, loss: 2.3454, grad_norm: 5.2117 2020-10-01 08:40:12,411 - mmaction - INFO - Epoch [6][900/1997] lr: 7.500e-03, eta: 2 days, 7:15:01, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.4776, top5_acc: 0.7299, loss_cls: 2.2892, loss: 2.2892, grad_norm: 5.0865 2020-10-01 08:40:33,230 - mmaction - INFO - Epoch [6][920/1997] lr: 7.500e-03, eta: 2 days, 7:14:35, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.4919, top5_acc: 0.7255, loss_cls: 2.3331, loss: 2.3331, grad_norm: 5.2058 2020-10-01 08:40:54,491 - mmaction - INFO - Epoch [6][940/1997] lr: 7.500e-03, eta: 2 days, 7:14:18, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.4604, top5_acc: 0.7206, loss_cls: 2.3349, loss: 2.3349, grad_norm: 5.1662 2020-10-01 08:41:15,868 - mmaction - INFO - Epoch [6][960/1997] lr: 7.500e-03, eta: 2 days, 7:14:02, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.4677, top5_acc: 0.7219, loss_cls: 2.3500, loss: 2.3500, grad_norm: 5.1049 2020-10-01 08:41:36,040 - mmaction - INFO - Epoch [6][980/1997] lr: 7.500e-03, eta: 2 days, 7:13:25, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.4648, top5_acc: 0.7115, loss_cls: 2.3507, loss: 2.3507, grad_norm: 5.1385 2020-10-01 08:41:57,845 - mmaction - INFO - Epoch [6][1000/1997] lr: 7.500e-03, eta: 2 days, 7:13:17, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.4745, top5_acc: 0.7271, loss_cls: 2.3372, loss: 2.3372, grad_norm: 5.1682 2020-10-01 08:42:18,606 - mmaction - INFO - Epoch [6][1020/1997] lr: 7.500e-03, eta: 2 days, 7:12:51, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.4685, top5_acc: 0.7193, loss_cls: 2.3354, loss: 2.3354, grad_norm: 5.2236 2020-10-01 08:42:39,320 - mmaction - INFO - Epoch [6][1040/1997] lr: 7.500e-03, eta: 2 days, 7:12:24, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.4617, top5_acc: 0.7253, loss_cls: 2.3567, loss: 2.3567, grad_norm: 5.1624 2020-10-01 08:43:00,312 - mmaction - INFO - Epoch [6][1060/1997] lr: 7.500e-03, eta: 2 days, 7:12:01, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.4760, top5_acc: 0.7172, loss_cls: 2.3127, loss: 2.3127, grad_norm: 5.0724 2020-10-01 08:43:20,009 - mmaction - INFO - Epoch [6][1080/1997] lr: 7.500e-03, eta: 2 days, 7:11:17, time: 0.984, data_time: 0.002, memory: 8350, top1_acc: 0.4826, top5_acc: 0.7167, loss_cls: 2.3303, loss: 2.3303, grad_norm: 5.2334 2020-10-01 08:43:41,615 - mmaction - INFO - Epoch [6][1100/1997] lr: 7.500e-03, eta: 2 days, 7:11:05, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.4841, top5_acc: 0.7302, loss_cls: 2.2596, loss: 2.2596, grad_norm: 5.0767 2020-10-01 08:44:02,573 - mmaction - INFO - Epoch [6][1120/1997] lr: 7.500e-03, eta: 2 days, 7:10:42, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.4904, top5_acc: 0.7271, loss_cls: 2.2925, loss: 2.2925, grad_norm: 5.0894 2020-10-01 08:44:23,252 - mmaction - INFO - Epoch [6][1140/1997] lr: 7.500e-03, eta: 2 days, 7:10:14, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.4758, top5_acc: 0.7284, loss_cls: 2.3116, loss: 2.3116, grad_norm: 5.1947 2020-10-01 08:44:44,140 - mmaction - INFO - Epoch [6][1160/1997] lr: 7.500e-03, eta: 2 days, 7:09:50, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.4667, top5_acc: 0.7237, loss_cls: 2.3308, loss: 2.3308, grad_norm: 5.1851 2020-10-01 08:45:04,855 - mmaction - INFO - Epoch [6][1180/1997] lr: 7.500e-03, eta: 2 days, 7:09:23, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.4659, top5_acc: 0.7177, loss_cls: 2.3517, loss: 2.3517, grad_norm: 5.2515 2020-10-01 08:45:26,034 - mmaction - INFO - Epoch [6][1200/1997] lr: 7.500e-03, eta: 2 days, 7:09:04, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.4878, top5_acc: 0.7359, loss_cls: 2.2519, loss: 2.2519, grad_norm: 5.0125 2020-10-01 08:45:47,759 - mmaction - INFO - Epoch [6][1220/1997] lr: 7.500e-03, eta: 2 days, 7:08:54, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.4654, top5_acc: 0.7125, loss_cls: 2.3447, loss: 2.3447, grad_norm: 5.1519 2020-10-01 08:46:08,794 - mmaction - INFO - Epoch [6][1240/1997] lr: 7.500e-03, eta: 2 days, 7:08:33, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.4859, top5_acc: 0.7292, loss_cls: 2.2731, loss: 2.2731, grad_norm: 5.1360 2020-10-01 08:46:28,268 - mmaction - INFO - Epoch [6][1260/1997] lr: 7.500e-03, eta: 2 days, 7:07:45, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.4685, top5_acc: 0.7156, loss_cls: 2.3475, loss: 2.3475, grad_norm: 5.1623 2020-10-01 08:46:49,896 - mmaction - INFO - Epoch [6][1280/1997] lr: 7.500e-03, eta: 2 days, 7:07:33, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.4750, top5_acc: 0.7146, loss_cls: 2.3407, loss: 2.3407, grad_norm: 5.1269 2020-10-01 08:47:10,608 - mmaction - INFO - Epoch [6][1300/1997] lr: 7.500e-03, eta: 2 days, 7:07:06, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.4740, top5_acc: 0.7237, loss_cls: 2.3139, loss: 2.3139, grad_norm: 5.1886 2020-10-01 08:47:32,212 - mmaction - INFO - Epoch [6][1320/1997] lr: 7.500e-03, eta: 2 days, 7:06:55, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.4625, top5_acc: 0.7151, loss_cls: 2.3732, loss: 2.3732, grad_norm: 5.1667 2020-10-01 08:47:53,514 - mmaction - INFO - Epoch [6][1340/1997] lr: 7.500e-03, eta: 2 days, 7:06:37, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.4810, top5_acc: 0.7294, loss_cls: 2.2982, loss: 2.2982, grad_norm: 5.0758 2020-10-01 08:48:13,633 - mmaction - INFO - Epoch [6][1360/1997] lr: 7.500e-03, eta: 2 days, 7:06:01, time: 1.006, data_time: 0.001, memory: 8350, top1_acc: 0.4646, top5_acc: 0.7094, loss_cls: 2.3733, loss: 2.3733, grad_norm: 5.0915 2020-10-01 08:48:34,771 - mmaction - INFO - Epoch [6][1380/1997] lr: 7.500e-03, eta: 2 days, 7:05:41, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.4839, top5_acc: 0.7284, loss_cls: 2.2948, loss: 2.2948, grad_norm: 5.0989 2020-10-01 08:48:55,028 - mmaction - INFO - Epoch [6][1400/1997] lr: 7.500e-03, eta: 2 days, 7:05:06, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.4807, top5_acc: 0.7307, loss_cls: 2.2814, loss: 2.2814, grad_norm: 5.0535 2020-10-01 08:49:16,181 - mmaction - INFO - Epoch [6][1420/1997] lr: 7.500e-03, eta: 2 days, 7:04:47, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.4781, top5_acc: 0.7310, loss_cls: 2.2865, loss: 2.2865, grad_norm: 5.1104 2020-10-01 08:49:37,826 - mmaction - INFO - Epoch [6][1440/1997] lr: 7.500e-03, eta: 2 days, 7:04:35, time: 1.082, data_time: 0.003, memory: 8350, top1_acc: 0.4753, top5_acc: 0.7227, loss_cls: 2.3276, loss: 2.3276, grad_norm: 5.0568 2020-10-01 08:49:58,381 - mmaction - INFO - Epoch [6][1460/1997] lr: 7.500e-03, eta: 2 days, 7:04:06, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.4562, top5_acc: 0.7172, loss_cls: 2.3813, loss: 2.3813, grad_norm: 5.2179 2020-10-01 08:50:19,479 - mmaction - INFO - Epoch [6][1480/1997] lr: 7.500e-03, eta: 2 days, 7:03:46, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.4833, top5_acc: 0.7307, loss_cls: 2.2917, loss: 2.2917, grad_norm: 5.1283 2020-10-01 08:50:41,065 - mmaction - INFO - Epoch [6][1500/1997] lr: 7.500e-03, eta: 2 days, 7:03:33, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.4664, top5_acc: 0.7237, loss_cls: 2.3192, loss: 2.3192, grad_norm: 5.0899 2020-10-01 08:51:01,697 - mmaction - INFO - Epoch [6][1520/1997] lr: 7.500e-03, eta: 2 days, 7:03:05, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.4609, top5_acc: 0.7042, loss_cls: 2.3975, loss: 2.3975, grad_norm: 5.1956 2020-10-01 08:51:22,592 - mmaction - INFO - Epoch [6][1540/1997] lr: 7.500e-03, eta: 2 days, 7:02:41, time: 1.045, data_time: 0.003, memory: 8350, top1_acc: 0.4680, top5_acc: 0.7161, loss_cls: 2.3406, loss: 2.3406, grad_norm: 5.2140 2020-10-01 08:51:43,935 - mmaction - INFO - Epoch [6][1560/1997] lr: 7.500e-03, eta: 2 days, 7:02:25, time: 1.069, data_time: 0.003, memory: 8350, top1_acc: 0.4747, top5_acc: 0.7302, loss_cls: 2.2917, loss: 2.2917, grad_norm: 5.0762 2020-10-01 08:52:03,504 - mmaction - INFO - Epoch [6][1580/1997] lr: 7.500e-03, eta: 2 days, 7:01:39, time: 0.978, data_time: 0.001, memory: 8350, top1_acc: 0.4680, top5_acc: 0.7237, loss_cls: 2.3270, loss: 2.3270, grad_norm: 5.1211 2020-10-01 08:52:24,580 - mmaction - INFO - Epoch [6][1600/1997] lr: 7.500e-03, eta: 2 days, 7:01:18, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.4659, top5_acc: 0.7245, loss_cls: 2.3442, loss: 2.3442, grad_norm: 5.2138 2020-10-01 08:52:46,506 - mmaction - INFO - Epoch [6][1620/1997] lr: 7.500e-03, eta: 2 days, 7:01:11, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.3317, loss: 2.3317, grad_norm: 5.1659 2020-10-01 08:53:06,144 - mmaction - INFO - Epoch [6][1640/1997] lr: 7.500e-03, eta: 2 days, 7:00:27, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.4633, top5_acc: 0.7065, loss_cls: 2.3989, loss: 2.3989, grad_norm: 5.1877 2020-10-01 08:53:27,323 - mmaction - INFO - Epoch [6][1660/1997] lr: 7.500e-03, eta: 2 days, 7:00:08, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.4703, top5_acc: 0.7112, loss_cls: 2.3465, loss: 2.3465, grad_norm: 5.0974 2020-10-01 08:53:48,472 - mmaction - INFO - Epoch [6][1680/1997] lr: 7.500e-03, eta: 2 days, 6:59:49, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.1011 2020-10-01 08:54:08,808 - mmaction - INFO - Epoch [6][1700/1997] lr: 7.500e-03, eta: 2 days, 6:59:16, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.4628, top5_acc: 0.7206, loss_cls: 2.3809, loss: 2.3809, grad_norm: 5.1864 2020-10-01 08:54:29,084 - mmaction - INFO - Epoch [6][1720/1997] lr: 7.500e-03, eta: 2 days, 6:58:42, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.4799, top5_acc: 0.7203, loss_cls: 2.2953, loss: 2.2953, grad_norm: 5.1253 2020-10-01 08:54:51,303 - mmaction - INFO - Epoch [6][1740/1997] lr: 7.500e-03, eta: 2 days, 6:58:40, time: 1.113, data_time: 0.003, memory: 8350, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.3264, loss: 2.3264, grad_norm: 5.2163 2020-10-01 08:55:12,417 - mmaction - INFO - Epoch [6][1760/1997] lr: 7.500e-03, eta: 2 days, 6:58:20, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.4773, top5_acc: 0.7310, loss_cls: 2.3079, loss: 2.3079, grad_norm: 5.1183 2020-10-01 08:55:32,224 - mmaction - INFO - Epoch [6][1780/1997] lr: 7.500e-03, eta: 2 days, 6:57:39, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.4719, top5_acc: 0.7263, loss_cls: 2.3198, loss: 2.3198, grad_norm: 5.1325 2020-10-01 08:55:53,348 - mmaction - INFO - Epoch [6][1800/1997] lr: 7.500e-03, eta: 2 days, 6:57:19, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.4906, top5_acc: 0.7255, loss_cls: 2.2744, loss: 2.2744, grad_norm: 5.0404 2020-10-01 08:56:14,911 - mmaction - INFO - Epoch [6][1820/1997] lr: 7.500e-03, eta: 2 days, 6:57:06, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.4839, top5_acc: 0.7193, loss_cls: 2.3170, loss: 2.3170, grad_norm: 5.1821 2020-10-01 08:56:34,860 - mmaction - INFO - Epoch [6][1840/1997] lr: 7.500e-03, eta: 2 days, 6:56:27, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.4612, top5_acc: 0.7229, loss_cls: 2.3538, loss: 2.3538, grad_norm: 5.2360 2020-10-01 08:56:56,910 - mmaction - INFO - Epoch [6][1860/1997] lr: 7.500e-03, eta: 2 days, 6:56:22, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.4878, top5_acc: 0.7398, loss_cls: 2.2405, loss: 2.2405, grad_norm: 5.0261 2020-10-01 08:57:18,982 - mmaction - INFO - Epoch [6][1880/1997] lr: 7.500e-03, eta: 2 days, 6:56:17, time: 1.102, data_time: 0.001, memory: 8350, top1_acc: 0.4747, top5_acc: 0.7279, loss_cls: 2.2853, loss: 2.2853, grad_norm: 5.1107 2020-10-01 08:57:38,210 - mmaction - INFO - Epoch [6][1900/1997] lr: 7.500e-03, eta: 2 days, 6:55:27, time: 0.963, data_time: 0.003, memory: 8350, top1_acc: 0.4557, top5_acc: 0.7195, loss_cls: 2.3656, loss: 2.3656, grad_norm: 5.1617 2020-10-01 08:58:00,293 - mmaction - INFO - Epoch [6][1920/1997] lr: 7.500e-03, eta: 2 days, 6:55:22, time: 1.104, data_time: 0.001, memory: 8350, top1_acc: 0.4841, top5_acc: 0.7292, loss_cls: 2.2924, loss: 2.2924, grad_norm: 5.1216 2020-10-01 08:58:20,883 - mmaction - INFO - Epoch [6][1940/1997] lr: 7.500e-03, eta: 2 days, 6:54:54, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.4773, top5_acc: 0.7328, loss_cls: 2.2986, loss: 2.2986, grad_norm: 5.1919 2020-10-01 08:58:41,888 - mmaction - INFO - Epoch [6][1960/1997] lr: 7.500e-03, eta: 2 days, 6:54:32, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.4654, top5_acc: 0.7201, loss_cls: 2.3187, loss: 2.3187, grad_norm: 5.1878 2020-10-01 08:59:03,006 - mmaction - INFO - Epoch [6][1980/1997] lr: 7.500e-03, eta: 2 days, 6:54:12, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.4781, top5_acc: 0.7276, loss_cls: 2.3160, loss: 2.3160, grad_norm: 5.1542 2020-10-01 08:59:21,493 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-10-01 09:00:07,307 - mmaction - INFO - Epoch [7][20/1997] lr: 7.500e-03, eta: 2 days, 6:55:03, time: 2.237, data_time: 1.142, memory: 8350, top1_acc: 0.4768, top5_acc: 0.7211, loss_cls: 2.3053, loss: 2.3053, grad_norm: 5.1155 2020-10-01 09:00:29,512 - mmaction - INFO - Epoch [7][40/1997] lr: 7.500e-03, eta: 2 days, 6:55:00, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.4818, top5_acc: 0.7221, loss_cls: 2.2880, loss: 2.2880, grad_norm: 5.1633 2020-10-01 09:00:48,835 - mmaction - INFO - Epoch [7][60/1997] lr: 7.500e-03, eta: 2 days, 6:54:12, time: 0.967, data_time: 0.001, memory: 8350, top1_acc: 0.4708, top5_acc: 0.7224, loss_cls: 2.3457, loss: 2.3457, grad_norm: 5.1972 2020-10-01 09:01:09,988 - mmaction - INFO - Epoch [7][80/1997] lr: 7.500e-03, eta: 2 days, 6:53:52, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.4870, top5_acc: 0.7393, loss_cls: 2.2556, loss: 2.2556, grad_norm: 5.1284 2020-10-01 09:01:30,610 - mmaction - INFO - Epoch [7][100/1997] lr: 7.500e-03, eta: 2 days, 6:53:24, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.4854, top5_acc: 0.7286, loss_cls: 2.2800, loss: 2.2800, grad_norm: 5.1985 2020-10-01 09:01:52,254 - mmaction - INFO - Epoch [7][120/1997] lr: 7.500e-03, eta: 2 days, 6:53:12, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.4841, top5_acc: 0.7273, loss_cls: 2.2830, loss: 2.2830, grad_norm: 5.1399 2020-10-01 09:02:13,460 - mmaction - INFO - Epoch [7][140/1997] lr: 7.500e-03, eta: 2 days, 6:52:53, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.4917, top5_acc: 0.7424, loss_cls: 2.2131, loss: 2.2131, grad_norm: 5.0635 2020-10-01 09:02:35,315 - mmaction - INFO - Epoch [7][160/1997] lr: 7.500e-03, eta: 2 days, 6:52:44, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.4836, top5_acc: 0.7292, loss_cls: 2.2982, loss: 2.2982, grad_norm: 5.1723 2020-10-01 09:02:55,514 - mmaction - INFO - Epoch [7][180/1997] lr: 7.500e-03, eta: 2 days, 6:52:09, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.4831, top5_acc: 0.7422, loss_cls: 2.2416, loss: 2.2416, grad_norm: 5.0756 2020-10-01 09:03:17,700 - mmaction - INFO - Epoch [7][200/1997] lr: 7.500e-03, eta: 2 days, 6:52:06, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.4836, top5_acc: 0.7216, loss_cls: 2.2926, loss: 2.2926, grad_norm: 5.1019 2020-10-01 09:03:38,516 - mmaction - INFO - Epoch [7][220/1997] lr: 7.500e-03, eta: 2 days, 6:51:41, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.4784, top5_acc: 0.7190, loss_cls: 2.2920, loss: 2.2920, grad_norm: 5.0864 2020-10-01 09:03:58,482 - mmaction - INFO - Epoch [7][240/1997] lr: 7.500e-03, eta: 2 days, 6:51:03, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.2483, loss: 2.2483, grad_norm: 5.1170 2020-10-01 09:04:20,084 - mmaction - INFO - Epoch [7][260/1997] lr: 7.500e-03, eta: 2 days, 6:50:50, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.4958, top5_acc: 0.7271, loss_cls: 2.2691, loss: 2.2691, grad_norm: 5.0634 2020-10-01 09:04:40,534 - mmaction - INFO - Epoch [7][280/1997] lr: 7.500e-03, eta: 2 days, 6:50:20, time: 1.022, data_time: 0.001, memory: 8350, top1_acc: 0.5049, top5_acc: 0.7406, loss_cls: 2.2039, loss: 2.2039, grad_norm: 5.0540 2020-10-01 09:05:02,598 - mmaction - INFO - Epoch [7][300/1997] lr: 7.500e-03, eta: 2 days, 6:50:13, time: 1.102, data_time: 0.001, memory: 8350, top1_acc: 0.4849, top5_acc: 0.7346, loss_cls: 2.2660, loss: 2.2660, grad_norm: 5.2031 2020-10-01 09:05:24,037 - mmaction - INFO - Epoch [7][320/1997] lr: 7.500e-03, eta: 2 days, 6:49:59, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.4828, top5_acc: 0.7286, loss_cls: 2.2865, loss: 2.2865, grad_norm: 5.1263 2020-10-01 09:05:45,873 - mmaction - INFO - Epoch [7][340/1997] lr: 7.500e-03, eta: 2 days, 6:49:49, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.4854, top5_acc: 0.7323, loss_cls: 2.2590, loss: 2.2590, grad_norm: 5.1136 2020-10-01 09:06:06,648 - mmaction - INFO - Epoch [7][360/1997] lr: 7.500e-03, eta: 2 days, 6:49:23, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.4828, top5_acc: 0.7279, loss_cls: 2.2960, loss: 2.2960, grad_norm: 5.1458 2020-10-01 09:06:26,842 - mmaction - INFO - Epoch [7][380/1997] lr: 7.500e-03, eta: 2 days, 6:48:49, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.4945, top5_acc: 0.7427, loss_cls: 2.2152, loss: 2.2152, grad_norm: 5.0606 2020-10-01 09:06:48,229 - mmaction - INFO - Epoch [7][400/1997] lr: 7.500e-03, eta: 2 days, 6:48:33, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.4745, top5_acc: 0.7289, loss_cls: 2.2920, loss: 2.2920, grad_norm: 5.1119 2020-10-01 09:07:08,460 - mmaction - INFO - Epoch [7][420/1997] lr: 7.500e-03, eta: 2 days, 6:47:59, time: 1.010, data_time: 0.079, memory: 8350, top1_acc: 0.4737, top5_acc: 0.7232, loss_cls: 2.3297, loss: 2.3297, grad_norm: 5.2184 2020-10-01 09:07:29,274 - mmaction - INFO - Epoch [7][440/1997] lr: 7.500e-03, eta: 2 days, 6:47:34, time: 1.042, data_time: 0.299, memory: 8350, top1_acc: 0.4875, top5_acc: 0.7339, loss_cls: 2.2421, loss: 2.2421, grad_norm: 5.1890 2020-10-01 09:07:50,722 - mmaction - INFO - Epoch [7][460/1997] lr: 7.500e-03, eta: 2 days, 6:47:19, time: 1.072, data_time: 0.215, memory: 8350, top1_acc: 0.4625, top5_acc: 0.7172, loss_cls: 2.3281, loss: 2.3281, grad_norm: 5.1343 2020-10-01 09:08:11,929 - mmaction - INFO - Epoch [7][480/1997] lr: 7.500e-03, eta: 2 days, 6:47:00, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.4846, top5_acc: 0.7237, loss_cls: 2.2809, loss: 2.2809, grad_norm: 5.0929 2020-10-01 09:08:32,130 - mmaction - INFO - Epoch [7][500/1997] lr: 7.500e-03, eta: 2 days, 6:46:26, time: 1.011, data_time: 0.003, memory: 8350, top1_acc: 0.4880, top5_acc: 0.7326, loss_cls: 2.2752, loss: 2.2752, grad_norm: 5.1771 2020-10-01 09:08:54,327 - mmaction - INFO - Epoch [7][520/1997] lr: 7.500e-03, eta: 2 days, 6:46:22, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.4909, top5_acc: 0.7253, loss_cls: 2.2578, loss: 2.2578, grad_norm: 5.1169 2020-10-01 09:09:16,924 - mmaction - INFO - Epoch [7][540/1997] lr: 7.500e-03, eta: 2 days, 6:46:24, time: 1.130, data_time: 0.001, memory: 8350, top1_acc: 0.4839, top5_acc: 0.7344, loss_cls: 2.2480, loss: 2.2480, grad_norm: 5.2130 2020-10-01 09:09:36,153 - mmaction - INFO - Epoch [7][560/1997] lr: 7.500e-03, eta: 2 days, 6:45:35, time: 0.961, data_time: 0.002, memory: 8350, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2514, loss: 2.2514, grad_norm: 5.1396 2020-10-01 09:09:57,344 - mmaction - INFO - Epoch [7][580/1997] lr: 7.500e-03, eta: 2 days, 6:45:16, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.4872, top5_acc: 0.7234, loss_cls: 2.2930, loss: 2.2930, grad_norm: 5.1552 2020-10-01 09:10:19,310 - mmaction - INFO - Epoch [7][600/1997] lr: 7.500e-03, eta: 2 days, 6:45:08, time: 1.099, data_time: 0.003, memory: 8350, top1_acc: 0.4852, top5_acc: 0.7318, loss_cls: 2.2743, loss: 2.2743, grad_norm: 5.1540 2020-10-01 09:10:37,934 - mmaction - INFO - Epoch [7][620/1997] lr: 7.500e-03, eta: 2 days, 6:44:11, time: 0.931, data_time: 0.002, memory: 8350, top1_acc: 0.4714, top5_acc: 0.7286, loss_cls: 2.2881, loss: 2.2881, grad_norm: 5.2279 2020-10-01 09:10:59,403 - mmaction - INFO - Epoch [7][640/1997] lr: 7.500e-03, eta: 2 days, 6:43:56, time: 1.073, data_time: 0.021, memory: 8350, top1_acc: 0.5008, top5_acc: 0.7409, loss_cls: 2.2089, loss: 2.2089, grad_norm: 5.1289 2020-10-01 09:11:21,998 - mmaction - INFO - Epoch [7][660/1997] lr: 7.500e-03, eta: 2 days, 6:43:57, time: 1.130, data_time: 0.247, memory: 8350, top1_acc: 0.4917, top5_acc: 0.7336, loss_cls: 2.2648, loss: 2.2648, grad_norm: 5.0915 2020-10-01 09:11:41,792 - mmaction - INFO - Epoch [7][680/1997] lr: 7.500e-03, eta: 2 days, 6:43:17, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.4792, top5_acc: 0.7294, loss_cls: 2.2624, loss: 2.2624, grad_norm: 5.1155 2020-10-01 09:12:03,812 - mmaction - INFO - Epoch [7][700/1997] lr: 7.500e-03, eta: 2 days, 6:43:10, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.2606, loss: 2.2606, grad_norm: 5.1520 2020-10-01 09:12:25,331 - mmaction - INFO - Epoch [7][720/1997] lr: 7.500e-03, eta: 2 days, 6:42:56, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.4805, top5_acc: 0.7240, loss_cls: 2.2714, loss: 2.2714, grad_norm: 5.1543 2020-10-01 09:12:46,609 - mmaction - INFO - Epoch [7][740/1997] lr: 7.500e-03, eta: 2 days, 6:42:38, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.4734, top5_acc: 0.7344, loss_cls: 2.2957, loss: 2.2957, grad_norm: 5.1672 2020-10-01 09:13:08,557 - mmaction - INFO - Epoch [7][760/1997] lr: 7.500e-03, eta: 2 days, 6:42:30, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.4833, top5_acc: 0.7214, loss_cls: 2.3002, loss: 2.3002, grad_norm: 5.1484 2020-10-01 09:13:28,615 - mmaction - INFO - Epoch [7][780/1997] lr: 7.500e-03, eta: 2 days, 6:41:54, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.4841, top5_acc: 0.7255, loss_cls: 2.3214, loss: 2.3214, grad_norm: 5.2224 2020-10-01 09:13:49,341 - mmaction - INFO - Epoch [7][800/1997] lr: 7.500e-03, eta: 2 days, 6:41:28, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.4870, top5_acc: 0.7422, loss_cls: 2.2427, loss: 2.2427, grad_norm: 5.0974 2020-10-01 09:14:11,117 - mmaction - INFO - Epoch [7][820/1997] lr: 7.500e-03, eta: 2 days, 6:41:17, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.2123, loss: 2.2123, grad_norm: 5.1480 2020-10-01 09:14:32,348 - mmaction - INFO - Epoch [7][840/1997] lr: 7.500e-03, eta: 2 days, 6:40:59, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5021, top5_acc: 0.7344, loss_cls: 2.2216, loss: 2.2216, grad_norm: 5.0920 2020-10-01 09:14:52,341 - mmaction - INFO - Epoch [7][860/1997] lr: 7.500e-03, eta: 2 days, 6:40:22, time: 0.999, data_time: 0.001, memory: 8350, top1_acc: 0.4914, top5_acc: 0.7268, loss_cls: 2.2885, loss: 2.2885, grad_norm: 5.1348 2020-10-01 09:15:13,838 - mmaction - INFO - Epoch [7][880/1997] lr: 7.500e-03, eta: 2 days, 6:40:07, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.4807, top5_acc: 0.7299, loss_cls: 2.2736, loss: 2.2736, grad_norm: 5.1954 2020-10-01 09:15:35,055 - mmaction - INFO - Epoch [7][900/1997] lr: 7.500e-03, eta: 2 days, 6:39:48, time: 1.060, data_time: 0.012, memory: 8350, top1_acc: 0.4878, top5_acc: 0.7289, loss_cls: 2.2720, loss: 2.2720, grad_norm: 5.1219 2020-10-01 09:15:55,846 - mmaction - INFO - Epoch [7][920/1997] lr: 7.500e-03, eta: 2 days, 6:39:23, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.4914, top5_acc: 0.7354, loss_cls: 2.2292, loss: 2.2292, grad_norm: 5.0352 2020-10-01 09:16:16,778 - mmaction - INFO - Epoch [7][940/1997] lr: 7.500e-03, eta: 2 days, 6:39:00, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.4872, top5_acc: 0.7357, loss_cls: 2.2718, loss: 2.2718, grad_norm: 5.2306 2020-10-01 09:16:37,263 - mmaction - INFO - Epoch [7][960/1997] lr: 7.500e-03, eta: 2 days, 6:38:31, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.4586, top5_acc: 0.7073, loss_cls: 2.3948, loss: 2.3948, grad_norm: 5.3191 2020-10-01 09:16:58,376 - mmaction - INFO - Epoch [7][980/1997] lr: 7.500e-03, eta: 2 days, 6:38:10, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.4792, top5_acc: 0.7240, loss_cls: 2.3197, loss: 2.3197, grad_norm: 5.1780 2020-10-01 09:17:19,438 - mmaction - INFO - Epoch [7][1000/1997] lr: 7.500e-03, eta: 2 days, 6:37:49, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.2134, loss: 2.2134, grad_norm: 5.0602 2020-10-01 09:17:39,742 - mmaction - INFO - Epoch [7][1020/1997] lr: 7.500e-03, eta: 2 days, 6:37:17, time: 1.016, data_time: 0.003, memory: 8350, top1_acc: 0.4789, top5_acc: 0.7318, loss_cls: 2.2651, loss: 2.2651, grad_norm: 5.2026 2020-10-01 09:18:00,867 - mmaction - INFO - Epoch [7][1040/1997] lr: 7.500e-03, eta: 2 days, 6:36:57, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.4841, top5_acc: 0.7188, loss_cls: 2.3015, loss: 2.3015, grad_norm: 5.1595 2020-10-01 09:18:22,072 - mmaction - INFO - Epoch [7][1060/1997] lr: 7.500e-03, eta: 2 days, 6:36:38, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.4937, top5_acc: 0.7273, loss_cls: 2.2672, loss: 2.2672, grad_norm: 5.1240 2020-10-01 09:18:42,849 - mmaction - INFO - Epoch [7][1080/1997] lr: 7.500e-03, eta: 2 days, 6:36:13, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.4828, top5_acc: 0.7326, loss_cls: 2.3003, loss: 2.3003, grad_norm: 5.1541 2020-10-01 09:19:04,763 - mmaction - INFO - Epoch [7][1100/1997] lr: 7.500e-03, eta: 2 days, 6:36:04, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.4844, top5_acc: 0.7276, loss_cls: 2.2808, loss: 2.2808, grad_norm: 5.1781 2020-10-01 09:19:25,257 - mmaction - INFO - Epoch [7][1120/1997] lr: 7.500e-03, eta: 2 days, 6:35:35, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.4706, top5_acc: 0.7266, loss_cls: 2.3070, loss: 2.3070, grad_norm: 5.2128 2020-10-01 09:19:47,195 - mmaction - INFO - Epoch [7][1140/1997] lr: 7.500e-03, eta: 2 days, 6:35:26, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.4826, top5_acc: 0.7221, loss_cls: 2.2680, loss: 2.2680, grad_norm: 5.1175 2020-10-01 09:20:07,900 - mmaction - INFO - Epoch [7][1160/1997] lr: 7.500e-03, eta: 2 days, 6:35:00, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.3172, loss: 2.3172, grad_norm: 5.1868 2020-10-01 09:20:27,894 - mmaction - INFO - Epoch [7][1180/1997] lr: 7.500e-03, eta: 2 days, 6:34:23, time: 0.999, data_time: 0.001, memory: 8350, top1_acc: 0.4755, top5_acc: 0.7271, loss_cls: 2.3248, loss: 2.3248, grad_norm: 5.2856 2020-10-01 09:20:49,233 - mmaction - INFO - Epoch [7][1200/1997] lr: 7.500e-03, eta: 2 days, 6:34:06, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.4687, top5_acc: 0.7232, loss_cls: 2.2887, loss: 2.2887, grad_norm: 5.1878 2020-10-01 09:21:11,329 - mmaction - INFO - Epoch [7][1220/1997] lr: 7.500e-03, eta: 2 days, 6:34:00, time: 1.105, data_time: 0.010, memory: 8350, top1_acc: 0.4786, top5_acc: 0.7143, loss_cls: 2.3276, loss: 2.3276, grad_norm: 5.2163 2020-10-01 09:21:31,018 - mmaction - INFO - Epoch [7][1240/1997] lr: 7.500e-03, eta: 2 days, 6:33:19, time: 0.984, data_time: 0.002, memory: 8350, top1_acc: 0.4802, top5_acc: 0.7281, loss_cls: 2.2760, loss: 2.2760, grad_norm: 5.1612 2020-10-01 09:21:52,486 - mmaction - INFO - Epoch [7][1260/1997] lr: 7.500e-03, eta: 2 days, 6:33:04, time: 1.075, data_time: 0.087, memory: 8350, top1_acc: 0.4833, top5_acc: 0.7203, loss_cls: 2.3057, loss: 2.3057, grad_norm: 5.2000 2020-10-01 09:22:12,949 - mmaction - INFO - Epoch [7][1280/1997] lr: 7.500e-03, eta: 2 days, 6:32:34, time: 1.023, data_time: 0.018, memory: 8350, top1_acc: 0.4870, top5_acc: 0.7417, loss_cls: 2.2367, loss: 2.2367, grad_norm: 5.1767 2020-10-01 09:22:34,353 - mmaction - INFO - Epoch [7][1300/1997] lr: 7.500e-03, eta: 2 days, 6:32:18, time: 1.070, data_time: 0.011, memory: 8350, top1_acc: 0.4846, top5_acc: 0.7341, loss_cls: 2.2607, loss: 2.2607, grad_norm: 5.1398 2020-10-01 09:22:55,841 - mmaction - INFO - Epoch [7][1320/1997] lr: 7.500e-03, eta: 2 days, 6:32:03, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.4891, top5_acc: 0.7349, loss_cls: 2.2634, loss: 2.2634, grad_norm: 5.1272 2020-10-01 09:23:15,756 - mmaction - INFO - Epoch [7][1340/1997] lr: 7.500e-03, eta: 2 days, 6:31:26, time: 0.996, data_time: 0.008, memory: 8350, top1_acc: 0.4839, top5_acc: 0.7294, loss_cls: 2.2624, loss: 2.2624, grad_norm: 5.1943 2020-10-01 09:23:36,925 - mmaction - INFO - Epoch [7][1360/1997] lr: 7.500e-03, eta: 2 days, 6:31:06, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.4862, top5_acc: 0.7299, loss_cls: 2.3024, loss: 2.3024, grad_norm: 5.1936 2020-10-01 09:23:58,097 - mmaction - INFO - Epoch [7][1380/1997] lr: 7.500e-03, eta: 2 days, 6:30:47, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2896, loss: 2.2896, grad_norm: 5.1904 2020-10-01 09:24:18,612 - mmaction - INFO - Epoch [7][1400/1997] lr: 7.500e-03, eta: 2 days, 6:30:18, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.4789, top5_acc: 0.7263, loss_cls: 2.2840, loss: 2.2840, grad_norm: 5.1677 2020-10-01 09:24:40,239 - mmaction - INFO - Epoch [7][1420/1997] lr: 7.500e-03, eta: 2 days, 6:30:04, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.4911, top5_acc: 0.7372, loss_cls: 2.2149, loss: 2.2149, grad_norm: 5.0698 2020-10-01 09:25:00,466 - mmaction - INFO - Epoch [7][1440/1997] lr: 7.500e-03, eta: 2 days, 6:29:32, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.4924, top5_acc: 0.7237, loss_cls: 2.2331, loss: 2.2331, grad_norm: 5.0730 2020-10-01 09:25:21,235 - mmaction - INFO - Epoch [7][1460/1997] lr: 7.500e-03, eta: 2 days, 6:29:07, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2996, loss: 2.2996, grad_norm: 5.1766 2020-10-01 09:25:43,141 - mmaction - INFO - Epoch [7][1480/1997] lr: 7.500e-03, eta: 2 days, 6:28:57, time: 1.096, data_time: 0.003, memory: 8350, top1_acc: 0.4865, top5_acc: 0.7234, loss_cls: 2.3014, loss: 2.3014, grad_norm: 5.1783 2020-10-01 09:26:02,754 - mmaction - INFO - Epoch [7][1500/1997] lr: 7.500e-03, eta: 2 days, 6:28:16, time: 0.980, data_time: 0.001, memory: 8350, top1_acc: 0.4815, top5_acc: 0.7357, loss_cls: 2.2818, loss: 2.2818, grad_norm: 5.1404 2020-10-01 09:26:24,399 - mmaction - INFO - Epoch [7][1520/1997] lr: 7.500e-03, eta: 2 days, 6:28:03, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.4846, top5_acc: 0.7216, loss_cls: 2.2739, loss: 2.2739, grad_norm: 5.1339 2020-10-01 09:26:47,405 - mmaction - INFO - Epoch [7][1540/1997] lr: 7.500e-03, eta: 2 days, 6:28:09, time: 1.150, data_time: 0.002, memory: 8350, top1_acc: 0.4852, top5_acc: 0.7302, loss_cls: 2.2970, loss: 2.2970, grad_norm: 5.2145 2020-10-01 09:27:06,943 - mmaction - INFO - Epoch [7][1560/1997] lr: 7.500e-03, eta: 2 days, 6:27:27, time: 0.977, data_time: 0.001, memory: 8350, top1_acc: 0.4997, top5_acc: 0.7508, loss_cls: 2.1805, loss: 2.1805, grad_norm: 5.0510 2020-10-01 09:27:28,561 - mmaction - INFO - Epoch [7][1580/1997] lr: 7.500e-03, eta: 2 days, 6:27:13, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.4943, top5_acc: 0.7339, loss_cls: 2.2502, loss: 2.2502, grad_norm: 5.1121 2020-10-01 09:27:50,399 - mmaction - INFO - Epoch [7][1600/1997] lr: 7.500e-03, eta: 2 days, 6:27:03, time: 1.093, data_time: 0.003, memory: 8350, top1_acc: 0.4828, top5_acc: 0.7372, loss_cls: 2.2370, loss: 2.2370, grad_norm: 5.1958 2020-10-01 09:28:10,000 - mmaction - INFO - Epoch [7][1620/1997] lr: 7.500e-03, eta: 2 days, 6:26:22, time: 0.979, data_time: 0.001, memory: 8350, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2680, loss: 2.2680, grad_norm: 5.1673 2020-10-01 09:28:30,683 - mmaction - INFO - Epoch [7][1640/1997] lr: 7.500e-03, eta: 2 days, 6:25:56, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.4703, top5_acc: 0.7159, loss_cls: 2.3199, loss: 2.3199, grad_norm: 5.2169 2020-10-01 09:28:51,930 - mmaction - INFO - Epoch [7][1660/1997] lr: 7.500e-03, eta: 2 days, 6:25:37, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.4810, top5_acc: 0.7370, loss_cls: 2.2735, loss: 2.2735, grad_norm: 5.1155 2020-10-01 09:29:12,031 - mmaction - INFO - Epoch [7][1680/1997] lr: 7.500e-03, eta: 2 days, 6:25:03, time: 1.005, data_time: 0.024, memory: 8350, top1_acc: 0.4742, top5_acc: 0.7326, loss_cls: 2.2805, loss: 2.2805, grad_norm: 5.2580 2020-10-01 09:29:34,051 - mmaction - INFO - Epoch [7][1700/1997] lr: 7.500e-03, eta: 2 days, 6:24:55, time: 1.101, data_time: 0.126, memory: 8350, top1_acc: 0.4833, top5_acc: 0.7247, loss_cls: 2.2855, loss: 2.2855, grad_norm: 5.1893 2020-10-01 09:29:54,446 - mmaction - INFO - Epoch [7][1720/1997] lr: 7.500e-03, eta: 2 days, 6:24:25, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.4870, top5_acc: 0.7320, loss_cls: 2.2517, loss: 2.2517, grad_norm: 5.1655 2020-10-01 09:30:15,463 - mmaction - INFO - Epoch [7][1740/1997] lr: 7.500e-03, eta: 2 days, 6:24:03, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.2471, loss: 2.2471, grad_norm: 5.1351 2020-10-01 09:30:37,820 - mmaction - INFO - Epoch [7][1760/1997] lr: 7.500e-03, eta: 2 days, 6:24:00, time: 1.118, data_time: 0.002, memory: 8350, top1_acc: 0.4880, top5_acc: 0.7279, loss_cls: 2.3046, loss: 2.3046, grad_norm: 5.1995 2020-10-01 09:30:58,395 - mmaction - INFO - Epoch [7][1780/1997] lr: 7.500e-03, eta: 2 days, 6:23:32, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.4826, top5_acc: 0.7245, loss_cls: 2.3001, loss: 2.3001, grad_norm: 5.2531 2020-10-01 09:31:17,952 - mmaction - INFO - Epoch [7][1800/1997] lr: 7.500e-03, eta: 2 days, 6:22:51, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.4854, top5_acc: 0.7388, loss_cls: 2.2620, loss: 2.2620, grad_norm: 5.2024 2020-10-01 09:31:38,061 - mmaction - INFO - Epoch [7][1820/1997] lr: 7.500e-03, eta: 2 days, 6:22:17, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.4685, top5_acc: 0.7167, loss_cls: 2.3114, loss: 2.3114, grad_norm: 5.1944 2020-10-01 09:31:59,708 - mmaction - INFO - Epoch [7][1840/1997] lr: 7.500e-03, eta: 2 days, 6:22:04, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.4820, top5_acc: 0.7346, loss_cls: 2.2791, loss: 2.2791, grad_norm: 5.3347 2020-10-01 09:32:21,049 - mmaction - INFO - Epoch [7][1860/1997] lr: 7.500e-03, eta: 2 days, 6:21:47, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.4755, top5_acc: 0.7245, loss_cls: 2.2988, loss: 2.2988, grad_norm: 5.2244 2020-10-01 09:32:42,032 - mmaction - INFO - Epoch [7][1880/1997] lr: 7.500e-03, eta: 2 days, 6:21:24, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.4880, top5_acc: 0.7424, loss_cls: 2.2384, loss: 2.2384, grad_norm: 5.1563 2020-10-01 09:33:03,344 - mmaction - INFO - Epoch [7][1900/1997] lr: 7.500e-03, eta: 2 days, 6:21:07, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.4831, top5_acc: 0.7193, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.1516 2020-10-01 09:33:24,926 - mmaction - INFO - Epoch [7][1920/1997] lr: 7.500e-03, eta: 2 days, 6:20:53, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.4953, top5_acc: 0.7341, loss_cls: 2.2630, loss: 2.2630, grad_norm: 5.1833 2020-10-01 09:33:45,096 - mmaction - INFO - Epoch [7][1940/1997] lr: 7.500e-03, eta: 2 days, 6:20:20, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.4818, top5_acc: 0.7344, loss_cls: 2.2595, loss: 2.2595, grad_norm: 5.1563 2020-10-01 09:34:06,865 - mmaction - INFO - Epoch [7][1960/1997] lr: 7.500e-03, eta: 2 days, 6:20:08, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.4917, top5_acc: 0.7367, loss_cls: 2.2373, loss: 2.2373, grad_norm: 5.1335 2020-10-01 09:34:28,413 - mmaction - INFO - Epoch [7][1980/1997] lr: 7.500e-03, eta: 2 days, 6:19:53, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.4937, top5_acc: 0.7419, loss_cls: 2.2016, loss: 2.2016, grad_norm: 5.1539 2020-10-01 09:34:46,789 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-10-01 09:35:35,171 - mmaction - INFO - Epoch [8][20/1997] lr: 7.500e-03, eta: 2 days, 6:20:53, time: 2.320, data_time: 1.690, memory: 8350, top1_acc: 0.5021, top5_acc: 0.7424, loss_cls: 2.1747, loss: 2.1747, grad_norm: 5.1123 2020-10-01 09:35:56,292 - mmaction - INFO - Epoch [8][40/1997] lr: 7.500e-03, eta: 2 days, 6:20:33, time: 1.056, data_time: 0.043, memory: 8350, top1_acc: 0.5003, top5_acc: 0.7422, loss_cls: 2.1839, loss: 2.1839, grad_norm: 5.0974 2020-10-01 09:36:18,142 - mmaction - INFO - Epoch [8][60/1997] lr: 7.500e-03, eta: 2 days, 6:20:22, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.5073, top5_acc: 0.7359, loss_cls: 2.2081, loss: 2.2081, grad_norm: 5.0960 2020-10-01 09:36:37,560 - mmaction - INFO - Epoch [8][80/1997] lr: 7.500e-03, eta: 2 days, 6:19:39, time: 0.971, data_time: 0.037, memory: 8350, top1_acc: 0.4846, top5_acc: 0.7271, loss_cls: 2.2884, loss: 2.2884, grad_norm: 5.1275 2020-10-01 09:36:59,419 - mmaction - INFO - Epoch [8][100/1997] lr: 7.500e-03, eta: 2 days, 6:19:28, time: 1.092, data_time: 0.048, memory: 8350, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.1115, loss: 2.1115, grad_norm: 5.0350 2020-10-01 09:37:19,858 - mmaction - INFO - Epoch [8][120/1997] lr: 7.500e-03, eta: 2 days, 6:18:59, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.4846, top5_acc: 0.7313, loss_cls: 2.2811, loss: 2.2811, grad_norm: 5.1539 2020-10-01 09:37:40,677 - mmaction - INFO - Epoch [8][140/1997] lr: 7.500e-03, eta: 2 days, 6:18:35, time: 1.041, data_time: 0.087, memory: 8350, top1_acc: 0.5057, top5_acc: 0.7458, loss_cls: 2.1836, loss: 2.1836, grad_norm: 5.1669 2020-10-01 09:38:01,815 - mmaction - INFO - Epoch [8][160/1997] lr: 7.500e-03, eta: 2 days, 6:18:14, time: 1.057, data_time: 0.033, memory: 8350, top1_acc: 0.4971, top5_acc: 0.7336, loss_cls: 2.2581, loss: 2.2581, grad_norm: 5.1912 2020-10-01 09:38:22,956 - mmaction - INFO - Epoch [8][180/1997] lr: 7.500e-03, eta: 2 days, 6:17:54, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.4977, top5_acc: 0.7341, loss_cls: 2.2300, loss: 2.2300, grad_norm: 5.1045 2020-10-01 09:38:44,321 - mmaction - INFO - Epoch [8][200/1997] lr: 7.500e-03, eta: 2 days, 6:17:37, time: 1.069, data_time: 0.003, memory: 8350, top1_acc: 0.4891, top5_acc: 0.7576, loss_cls: 2.1860, loss: 2.1860, grad_norm: 5.0734 2020-10-01 09:39:04,599 - mmaction - INFO - Epoch [8][220/1997] lr: 7.500e-03, eta: 2 days, 6:17:06, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.4872, top5_acc: 0.7409, loss_cls: 2.2188, loss: 2.2188, grad_norm: 5.1245 2020-10-01 09:39:25,714 - mmaction - INFO - Epoch [8][240/1997] lr: 7.500e-03, eta: 2 days, 6:16:45, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.5099, top5_acc: 0.7443, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.0457 2020-10-01 09:39:46,906 - mmaction - INFO - Epoch [8][260/1997] lr: 7.500e-03, eta: 2 days, 6:16:25, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.2134, loss: 2.2134, grad_norm: 5.1059 2020-10-01 09:40:07,422 - mmaction - INFO - Epoch [8][280/1997] lr: 7.500e-03, eta: 2 days, 6:15:57, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5026, top5_acc: 0.7487, loss_cls: 2.1677, loss: 2.1677, grad_norm: 5.1432 2020-10-01 09:40:28,594 - mmaction - INFO - Epoch [8][300/1997] lr: 7.500e-03, eta: 2 days, 6:15:37, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.4896, top5_acc: 0.7435, loss_cls: 2.2301, loss: 2.2301, grad_norm: 5.1831 2020-10-01 09:40:49,371 - mmaction - INFO - Epoch [8][320/1997] lr: 7.500e-03, eta: 2 days, 6:15:13, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.4982, top5_acc: 0.7440, loss_cls: 2.2131, loss: 2.2131, grad_norm: 5.1310 2020-10-01 09:41:11,027 - mmaction - INFO - Epoch [8][340/1997] lr: 7.500e-03, eta: 2 days, 6:14:59, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.4919, top5_acc: 0.7362, loss_cls: 2.2333, loss: 2.2333, grad_norm: 5.1642 2020-10-01 09:41:33,383 - mmaction - INFO - Epoch [8][360/1997] lr: 7.500e-03, eta: 2 days, 6:14:55, time: 1.118, data_time: 0.001, memory: 8350, top1_acc: 0.4885, top5_acc: 0.7318, loss_cls: 2.2709, loss: 2.2709, grad_norm: 5.1798 2020-10-01 09:41:53,497 - mmaction - INFO - Epoch [8][380/1997] lr: 7.500e-03, eta: 2 days, 6:14:21, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.4984, top5_acc: 0.7469, loss_cls: 2.1877, loss: 2.1877, grad_norm: 5.1635 2020-10-01 09:42:16,347 - mmaction - INFO - Epoch [8][400/1997] lr: 7.500e-03, eta: 2 days, 6:14:23, time: 1.142, data_time: 0.002, memory: 8350, top1_acc: 0.4823, top5_acc: 0.7279, loss_cls: 2.2709, loss: 2.2709, grad_norm: 5.2160 2020-10-01 09:42:37,464 - mmaction - INFO - Epoch [8][420/1997] lr: 7.500e-03, eta: 2 days, 6:14:03, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.4922, top5_acc: 0.7453, loss_cls: 2.2008, loss: 2.2008, grad_norm: 5.2314 2020-10-01 09:42:56,917 - mmaction - INFO - Epoch [8][440/1997] lr: 7.500e-03, eta: 2 days, 6:13:21, time: 0.973, data_time: 0.002, memory: 8350, top1_acc: 0.4896, top5_acc: 0.7367, loss_cls: 2.2218, loss: 2.2218, grad_norm: 5.2278 2020-10-01 09:43:19,208 - mmaction - INFO - Epoch [8][460/1997] lr: 7.500e-03, eta: 2 days, 6:13:15, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.4750, top5_acc: 0.7357, loss_cls: 2.2490, loss: 2.2490, grad_norm: 5.1808 2020-10-01 09:43:41,428 - mmaction - INFO - Epoch [8][480/1997] lr: 7.500e-03, eta: 2 days, 6:13:09, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.4849, top5_acc: 0.7284, loss_cls: 2.2648, loss: 2.2648, grad_norm: 5.1761 2020-10-01 09:44:01,319 - mmaction - INFO - Epoch [8][500/1997] lr: 7.500e-03, eta: 2 days, 6:12:32, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.4992, top5_acc: 0.7521, loss_cls: 2.1783, loss: 2.1783, grad_norm: 5.1374 2020-10-01 09:44:22,481 - mmaction - INFO - Epoch [8][520/1997] lr: 7.500e-03, eta: 2 days, 6:12:13, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.4956, top5_acc: 0.7409, loss_cls: 2.2140, loss: 2.2140, grad_norm: 5.0687 2020-10-01 09:44:43,377 - mmaction - INFO - Epoch [8][540/1997] lr: 7.500e-03, eta: 2 days, 6:11:50, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5036, top5_acc: 0.7492, loss_cls: 2.1673, loss: 2.1673, grad_norm: 5.1686 2020-10-01 09:45:04,220 - mmaction - INFO - Epoch [8][560/1997] lr: 7.500e-03, eta: 2 days, 6:11:26, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.4966, top5_acc: 0.7414, loss_cls: 2.2267, loss: 2.2267, grad_norm: 5.1596 2020-10-01 09:45:27,025 - mmaction - INFO - Epoch [8][580/1997] lr: 7.500e-03, eta: 2 days, 6:11:26, time: 1.140, data_time: 0.002, memory: 8350, top1_acc: 0.4958, top5_acc: 0.7432, loss_cls: 2.2100, loss: 2.2100, grad_norm: 5.1687 2020-10-01 09:45:46,303 - mmaction - INFO - Epoch [8][600/1997] lr: 7.500e-03, eta: 2 days, 6:10:42, time: 0.963, data_time: 0.002, memory: 8350, top1_acc: 0.4909, top5_acc: 0.7354, loss_cls: 2.2319, loss: 2.2319, grad_norm: 5.1998 2020-10-01 09:46:07,063 - mmaction - INFO - Epoch [8][620/1997] lr: 7.500e-03, eta: 2 days, 6:10:17, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.4888, top5_acc: 0.7284, loss_cls: 2.2408, loss: 2.2408, grad_norm: 5.2039 2020-10-01 09:46:28,763 - mmaction - INFO - Epoch [8][640/1997] lr: 7.500e-03, eta: 2 days, 6:10:04, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1923, loss: 2.1923, grad_norm: 5.1364 2020-10-01 09:46:48,709 - mmaction - INFO - Epoch [8][660/1997] lr: 7.500e-03, eta: 2 days, 6:09:29, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1641, loss: 2.1641, grad_norm: 5.0716 2020-10-01 09:47:10,443 - mmaction - INFO - Epoch [8][680/1997] lr: 7.500e-03, eta: 2 days, 6:09:16, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.4810, top5_acc: 0.7357, loss_cls: 2.2443, loss: 2.2443, grad_norm: 5.2051 2020-10-01 09:47:31,405 - mmaction - INFO - Epoch [8][700/1997] lr: 7.500e-03, eta: 2 days, 6:08:54, time: 1.048, data_time: 0.007, memory: 8350, top1_acc: 0.5081, top5_acc: 0.7414, loss_cls: 2.1932, loss: 2.1932, grad_norm: 5.1064 2020-10-01 09:47:52,286 - mmaction - INFO - Epoch [8][720/1997] lr: 7.500e-03, eta: 2 days, 6:08:31, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1809, loss: 2.1809, grad_norm: 5.0930 2020-10-01 09:48:14,333 - mmaction - INFO - Epoch [8][740/1997] lr: 7.500e-03, eta: 2 days, 6:08:21, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.4982, top5_acc: 0.7367, loss_cls: 2.2127, loss: 2.2127, grad_norm: 5.1813 2020-10-01 09:48:35,605 - mmaction - INFO - Epoch [8][760/1997] lr: 7.500e-03, eta: 2 days, 6:08:03, time: 1.064, data_time: 0.003, memory: 8350, top1_acc: 0.4932, top5_acc: 0.7349, loss_cls: 2.2570, loss: 2.2570, grad_norm: 5.1745 2020-10-01 09:48:54,998 - mmaction - INFO - Epoch [8][780/1997] lr: 7.500e-03, eta: 2 days, 6:07:21, time: 0.969, data_time: 0.002, memory: 8350, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1879, loss: 2.1879, grad_norm: 5.0535 2020-10-01 09:49:15,733 - mmaction - INFO - Epoch [8][800/1997] lr: 7.500e-03, eta: 2 days, 6:06:56, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.4969, top5_acc: 0.7372, loss_cls: 2.2161, loss: 2.2161, grad_norm: 5.2183 2020-10-01 09:49:37,771 - mmaction - INFO - Epoch [8][820/1997] lr: 7.500e-03, eta: 2 days, 6:06:46, time: 1.101, data_time: 0.075, memory: 8350, top1_acc: 0.4937, top5_acc: 0.7359, loss_cls: 2.2649, loss: 2.2649, grad_norm: 5.2840 2020-10-01 09:49:57,812 - mmaction - INFO - Epoch [8][840/1997] lr: 7.500e-03, eta: 2 days, 6:06:13, time: 1.003, data_time: 0.003, memory: 8350, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.2156, loss: 2.2156, grad_norm: 5.2295 2020-10-01 09:50:19,229 - mmaction - INFO - Epoch [8][860/1997] lr: 7.500e-03, eta: 2 days, 6:05:56, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5003, top5_acc: 0.7378, loss_cls: 2.1906, loss: 2.1906, grad_norm: 5.1084 2020-10-01 09:50:39,137 - mmaction - INFO - Epoch [8][880/1997] lr: 7.500e-03, eta: 2 days, 6:05:20, time: 0.996, data_time: 0.009, memory: 8350, top1_acc: 0.5052, top5_acc: 0.7396, loss_cls: 2.2060, loss: 2.2060, grad_norm: 5.1676 2020-10-01 09:51:01,048 - mmaction - INFO - Epoch [8][900/1997] lr: 7.500e-03, eta: 2 days, 6:05:10, time: 1.095, data_time: 0.056, memory: 8350, top1_acc: 0.4849, top5_acc: 0.7318, loss_cls: 2.2530, loss: 2.2530, grad_norm: 5.1668 2020-10-01 09:51:23,471 - mmaction - INFO - Epoch [8][920/1997] lr: 7.500e-03, eta: 2 days, 6:05:05, time: 1.121, data_time: 0.002, memory: 8350, top1_acc: 0.4841, top5_acc: 0.7263, loss_cls: 2.2768, loss: 2.2768, grad_norm: 5.2744 2020-10-01 09:51:43,347 - mmaction - INFO - Epoch [8][940/1997] lr: 7.500e-03, eta: 2 days, 6:04:30, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2415, loss: 2.2415, grad_norm: 5.1803 2020-10-01 09:52:04,086 - mmaction - INFO - Epoch [8][960/1997] lr: 7.500e-03, eta: 2 days, 6:04:05, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.5086, top5_acc: 0.7354, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.0759 2020-10-01 09:52:24,609 - mmaction - INFO - Epoch [8][980/1997] lr: 7.500e-03, eta: 2 days, 6:03:37, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.5026, top5_acc: 0.7362, loss_cls: 2.2028, loss: 2.2028, grad_norm: 5.1471 2020-10-01 09:52:45,624 - mmaction - INFO - Epoch [8][1000/1997] lr: 7.500e-03, eta: 2 days, 6:03:15, time: 1.051, data_time: 0.003, memory: 8350, top1_acc: 0.4859, top5_acc: 0.7315, loss_cls: 2.2569, loss: 2.2569, grad_norm: 5.2265 2020-10-01 09:53:06,845 - mmaction - INFO - Epoch [8][1020/1997] lr: 7.500e-03, eta: 2 days, 6:02:56, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.5049, top5_acc: 0.7404, loss_cls: 2.1835, loss: 2.1835, grad_norm: 5.1840 2020-10-01 09:53:27,102 - mmaction - INFO - Epoch [8][1040/1997] lr: 7.500e-03, eta: 2 days, 6:02:24, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5034, top5_acc: 0.7451, loss_cls: 2.1397, loss: 2.1397, grad_norm: 5.1499 2020-10-01 09:53:48,636 - mmaction - INFO - Epoch [8][1060/1997] lr: 7.500e-03, eta: 2 days, 6:02:09, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.4984, top5_acc: 0.7471, loss_cls: 2.1783, loss: 2.1783, grad_norm: 5.0375 2020-10-01 09:54:10,695 - mmaction - INFO - Epoch [8][1080/1997] lr: 7.500e-03, eta: 2 days, 6:02:00, time: 1.102, data_time: 0.001, memory: 8350, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1552, loss: 2.1552, grad_norm: 5.0610 2020-10-01 09:54:32,552 - mmaction - INFO - Epoch [8][1100/1997] lr: 7.500e-03, eta: 2 days, 6:01:49, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.4984, top5_acc: 0.7435, loss_cls: 2.1997, loss: 2.1997, grad_norm: 5.1681 2020-10-01 09:54:51,584 - mmaction - INFO - Epoch [8][1120/1997] lr: 7.500e-03, eta: 2 days, 6:01:03, time: 0.952, data_time: 0.002, memory: 8350, top1_acc: 0.4914, top5_acc: 0.7331, loss_cls: 2.2334, loss: 2.2334, grad_norm: 5.2714 2020-10-01 09:55:13,238 - mmaction - INFO - Epoch [8][1140/1997] lr: 7.500e-03, eta: 2 days, 6:00:49, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2210, loss: 2.2210, grad_norm: 5.1955 2020-10-01 09:55:33,454 - mmaction - INFO - Epoch [8][1160/1997] lr: 7.500e-03, eta: 2 days, 6:00:17, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.4810, top5_acc: 0.7305, loss_cls: 2.2655, loss: 2.2655, grad_norm: 5.2162 2020-10-01 09:55:55,214 - mmaction - INFO - Epoch [8][1180/1997] lr: 7.500e-03, eta: 2 days, 6:00:05, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.5036, top5_acc: 0.7409, loss_cls: 2.1893, loss: 2.1893, grad_norm: 5.1010 2020-10-01 09:56:17,351 - mmaction - INFO - Epoch [8][1200/1997] lr: 7.500e-03, eta: 2 days, 5:59:57, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.4927, top5_acc: 0.7359, loss_cls: 2.2214, loss: 2.2214, grad_norm: 5.2429 2020-10-01 09:56:37,444 - mmaction - INFO - Epoch [8][1220/1997] lr: 7.500e-03, eta: 2 days, 5:59:24, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.4932, top5_acc: 0.7260, loss_cls: 2.2496, loss: 2.2496, grad_norm: 5.1447 2020-10-01 09:56:58,497 - mmaction - INFO - Epoch [8][1240/1997] lr: 7.500e-03, eta: 2 days, 5:59:02, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.5096, top5_acc: 0.7557, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.1423 2020-10-01 09:57:19,019 - mmaction - INFO - Epoch [8][1260/1997] lr: 7.500e-03, eta: 2 days, 5:58:35, time: 1.027, data_time: 0.003, memory: 8350, top1_acc: 0.4987, top5_acc: 0.7357, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.1791 2020-10-01 09:57:40,017 - mmaction - INFO - Epoch [8][1280/1997] lr: 7.500e-03, eta: 2 days, 5:58:13, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5021, top5_acc: 0.7391, loss_cls: 2.1996, loss: 2.1996, grad_norm: 5.2051 2020-10-01 09:58:00,970 - mmaction - INFO - Epoch [8][1300/1997] lr: 7.500e-03, eta: 2 days, 5:57:50, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.4935, top5_acc: 0.7432, loss_cls: 2.2184, loss: 2.2184, grad_norm: 5.1818 2020-10-01 09:58:21,535 - mmaction - INFO - Epoch [8][1320/1997] lr: 7.500e-03, eta: 2 days, 5:57:23, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.4901, top5_acc: 0.7281, loss_cls: 2.2490, loss: 2.2490, grad_norm: 5.1348 2020-10-01 09:58:43,426 - mmaction - INFO - Epoch [8][1340/1997] lr: 7.500e-03, eta: 2 days, 5:57:12, time: 1.096, data_time: 0.003, memory: 8350, top1_acc: 0.4958, top5_acc: 0.7286, loss_cls: 2.2627, loss: 2.2627, grad_norm: 5.2529 2020-10-01 09:59:04,406 - mmaction - INFO - Epoch [8][1360/1997] lr: 7.500e-03, eta: 2 days, 5:56:50, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.5062, top5_acc: 0.7458, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.1549 2020-10-01 09:59:25,483 - mmaction - INFO - Epoch [8][1380/1997] lr: 7.500e-03, eta: 2 days, 5:56:29, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5138, top5_acc: 0.7497, loss_cls: 2.1716, loss: 2.1716, grad_norm: 5.1170 2020-10-01 09:59:46,493 - mmaction - INFO - Epoch [8][1400/1997] lr: 7.500e-03, eta: 2 days, 5:56:07, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5003, top5_acc: 0.7365, loss_cls: 2.2309, loss: 2.2309, grad_norm: 5.1416 2020-10-01 10:00:07,587 - mmaction - INFO - Epoch [8][1420/1997] lr: 7.500e-03, eta: 2 days, 5:55:46, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.4932, top5_acc: 0.7336, loss_cls: 2.2382, loss: 2.2382, grad_norm: 5.2640 2020-10-01 10:00:28,818 - mmaction - INFO - Epoch [8][1440/1997] lr: 7.500e-03, eta: 2 days, 5:55:27, time: 1.063, data_time: 0.004, memory: 8350, top1_acc: 0.4914, top5_acc: 0.7331, loss_cls: 2.2499, loss: 2.2499, grad_norm: 5.2237 2020-10-01 10:00:51,329 - mmaction - INFO - Epoch [8][1460/1997] lr: 7.500e-03, eta: 2 days, 5:55:23, time: 1.125, data_time: 0.001, memory: 8350, top1_acc: 0.5049, top5_acc: 0.7430, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.1153 2020-10-01 10:01:11,376 - mmaction - INFO - Epoch [8][1480/1997] lr: 7.500e-03, eta: 2 days, 5:54:50, time: 1.004, data_time: 0.003, memory: 8350, top1_acc: 0.4982, top5_acc: 0.7375, loss_cls: 2.2339, loss: 2.2339, grad_norm: 5.3352 2020-10-01 10:01:31,965 - mmaction - INFO - Epoch [8][1500/1997] lr: 7.500e-03, eta: 2 days, 5:54:23, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.4924, top5_acc: 0.7339, loss_cls: 2.2276, loss: 2.2276, grad_norm: 5.2251 2020-10-01 10:01:52,630 - mmaction - INFO - Epoch [8][1520/1997] lr: 7.500e-03, eta: 2 days, 5:53:58, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.4974, top5_acc: 0.7401, loss_cls: 2.2006, loss: 2.2006, grad_norm: 5.1343 2020-10-01 10:02:13,489 - mmaction - INFO - Epoch [8][1540/1997] lr: 7.500e-03, eta: 2 days, 5:53:34, time: 1.041, data_time: 0.004, memory: 8350, top1_acc: 0.5021, top5_acc: 0.7440, loss_cls: 2.1971, loss: 2.1971, grad_norm: 5.1764 2020-10-01 10:02:34,782 - mmaction - INFO - Epoch [8][1560/1997] lr: 7.500e-03, eta: 2 days, 5:53:16, time: 1.066, data_time: 0.004, memory: 8350, top1_acc: 0.4958, top5_acc: 0.7318, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.1765 2020-10-01 10:02:55,540 - mmaction - INFO - Epoch [8][1580/1997] lr: 7.500e-03, eta: 2 days, 5:52:51, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.4911, top5_acc: 0.7349, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.2663 2020-10-01 10:03:16,200 - mmaction - INFO - Epoch [8][1600/1997] lr: 7.500e-03, eta: 2 days, 5:52:25, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5076, top5_acc: 0.7430, loss_cls: 2.2278, loss: 2.2278, grad_norm: 5.1407 2020-10-01 10:03:37,781 - mmaction - INFO - Epoch [8][1620/1997] lr: 7.500e-03, eta: 2 days, 5:52:10, time: 1.080, data_time: 0.003, memory: 8350, top1_acc: 0.4901, top5_acc: 0.7378, loss_cls: 2.2081, loss: 2.2081, grad_norm: 5.0961 2020-10-01 10:03:58,080 - mmaction - INFO - Epoch [8][1640/1997] lr: 7.500e-03, eta: 2 days, 5:51:40, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.4802, top5_acc: 0.7383, loss_cls: 2.2300, loss: 2.2300, grad_norm: 5.2578 2020-10-01 10:04:19,586 - mmaction - INFO - Epoch [8][1660/1997] lr: 7.500e-03, eta: 2 days, 5:51:24, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.4904, top5_acc: 0.7380, loss_cls: 2.2348, loss: 2.2348, grad_norm: 5.1933 2020-10-01 10:04:39,985 - mmaction - INFO - Epoch [8][1680/1997] lr: 7.500e-03, eta: 2 days, 5:50:55, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5023, top5_acc: 0.7466, loss_cls: 2.1907, loss: 2.1907, grad_norm: 5.2543 2020-10-01 10:05:00,456 - mmaction - INFO - Epoch [8][1700/1997] lr: 7.500e-03, eta: 2 days, 5:50:27, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.4984, top5_acc: 0.7401, loss_cls: 2.1948, loss: 2.1948, grad_norm: 5.1745 2020-10-01 10:05:23,018 - mmaction - INFO - Epoch [8][1720/1997] lr: 7.500e-03, eta: 2 days, 5:50:23, time: 1.128, data_time: 0.002, memory: 8350, top1_acc: 0.4867, top5_acc: 0.7224, loss_cls: 2.2700, loss: 2.2700, grad_norm: 5.1691 2020-10-01 10:05:43,325 - mmaction - INFO - Epoch [8][1740/1997] lr: 7.500e-03, eta: 2 days, 5:49:53, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.4932, top5_acc: 0.7362, loss_cls: 2.2118, loss: 2.2118, grad_norm: 5.1781 2020-10-01 10:06:04,689 - mmaction - INFO - Epoch [8][1760/1997] lr: 7.500e-03, eta: 2 days, 5:49:36, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.4841, top5_acc: 0.7375, loss_cls: 2.2471, loss: 2.2471, grad_norm: 5.2291 2020-10-01 10:06:27,187 - mmaction - INFO - Epoch [8][1780/1997] lr: 7.500e-03, eta: 2 days, 5:49:32, time: 1.125, data_time: 0.002, memory: 8350, top1_acc: 0.5000, top5_acc: 0.7427, loss_cls: 2.1728, loss: 2.1728, grad_norm: 5.1934 2020-10-01 10:06:47,258 - mmaction - INFO - Epoch [8][1800/1997] lr: 7.500e-03, eta: 2 days, 5:48:59, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.4977, top5_acc: 0.7284, loss_cls: 2.2328, loss: 2.2328, grad_norm: 5.1607 2020-10-01 10:07:08,277 - mmaction - INFO - Epoch [8][1820/1997] lr: 7.500e-03, eta: 2 days, 5:48:37, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5078, top5_acc: 0.7487, loss_cls: 2.1693, loss: 2.1693, grad_norm: 5.1414 2020-10-01 10:07:29,838 - mmaction - INFO - Epoch [8][1840/1997] lr: 7.500e-03, eta: 2 days, 5:48:22, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.4919, top5_acc: 0.7469, loss_cls: 2.2147, loss: 2.2147, grad_norm: 5.1621 2020-10-01 10:07:50,740 - mmaction - INFO - Epoch [8][1860/1997] lr: 7.500e-03, eta: 2 days, 5:47:59, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.1720 2020-10-01 10:08:12,323 - mmaction - INFO - Epoch [8][1880/1997] lr: 7.500e-03, eta: 2 days, 5:47:44, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.5049, top5_acc: 0.7422, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.1621 2020-10-01 10:08:33,213 - mmaction - INFO - Epoch [8][1900/1997] lr: 7.500e-03, eta: 2 days, 5:47:21, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.4826, top5_acc: 0.7323, loss_cls: 2.2350, loss: 2.2350, grad_norm: 5.2652 2020-10-01 10:08:52,853 - mmaction - INFO - Epoch [8][1920/1997] lr: 7.500e-03, eta: 2 days, 5:46:43, time: 0.982, data_time: 0.001, memory: 8350, top1_acc: 0.4911, top5_acc: 0.7292, loss_cls: 2.2655, loss: 2.2655, grad_norm: 5.1968 2020-10-01 10:09:14,560 - mmaction - INFO - Epoch [8][1940/1997] lr: 7.500e-03, eta: 2 days, 5:46:29, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.4951, top5_acc: 0.7419, loss_cls: 2.2114, loss: 2.2114, grad_norm: 5.2690 2020-10-01 10:09:34,994 - mmaction - INFO - Epoch [8][1960/1997] lr: 7.500e-03, eta: 2 days, 5:46:01, time: 1.023, data_time: 0.003, memory: 8350, top1_acc: 0.5141, top5_acc: 0.7380, loss_cls: 2.2046, loss: 2.2046, grad_norm: 5.1735 2020-10-01 10:09:56,663 - mmaction - INFO - Epoch [8][1980/1997] lr: 7.500e-03, eta: 2 days, 5:45:47, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.2139, loss: 2.2139, grad_norm: 5.1412 2020-10-01 10:10:15,461 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-10-01 10:11:02,491 - mmaction - INFO - Epoch [9][20/1997] lr: 7.500e-03, eta: 2 days, 5:46:31, time: 2.309, data_time: 1.152, memory: 8350, top1_acc: 0.4966, top5_acc: 0.7409, loss_cls: 2.2125, loss: 2.2125, grad_norm: 5.1780 2020-10-01 10:11:23,641 - mmaction - INFO - Epoch [9][40/1997] lr: 7.500e-03, eta: 2 days, 5:46:10, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5021, top5_acc: 0.7346, loss_cls: 2.2147, loss: 2.2147, grad_norm: 5.1792 2020-10-01 10:11:44,919 - mmaction - INFO - Epoch [9][60/1997] lr: 7.500e-03, eta: 2 days, 5:45:52, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5099, top5_acc: 0.7411, loss_cls: 2.1699, loss: 2.1699, grad_norm: 5.0687 2020-10-01 10:12:07,715 - mmaction - INFO - Epoch [9][80/1997] lr: 7.500e-03, eta: 2 days, 5:45:50, time: 1.138, data_time: 0.001, memory: 8350, top1_acc: 0.5057, top5_acc: 0.7471, loss_cls: 2.1777, loss: 2.1777, grad_norm: 5.1945 2020-10-01 10:12:27,945 - mmaction - INFO - Epoch [9][100/1997] lr: 7.500e-03, eta: 2 days, 5:45:19, time: 1.011, data_time: 0.003, memory: 8350, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.1569, loss: 2.1569, grad_norm: 5.2037 2020-10-01 10:12:47,922 - mmaction - INFO - Epoch [9][120/1997] lr: 7.500e-03, eta: 2 days, 5:44:46, time: 1.000, data_time: 0.004, memory: 8350, top1_acc: 0.5029, top5_acc: 0.7534, loss_cls: 2.1450, loss: 2.1450, grad_norm: 5.1482 2020-10-01 10:13:08,855 - mmaction - INFO - Epoch [9][140/1997] lr: 7.500e-03, eta: 2 days, 5:44:23, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.5146, top5_acc: 0.7453, loss_cls: 2.1796, loss: 2.1796, grad_norm: 5.1263 2020-10-01 10:13:30,309 - mmaction - INFO - Epoch [9][160/1997] lr: 7.500e-03, eta: 2 days, 5:44:06, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5034, top5_acc: 0.7419, loss_cls: 2.1741, loss: 2.1741, grad_norm: 5.1035 2020-10-01 10:13:50,557 - mmaction - INFO - Epoch [9][180/1997] lr: 7.500e-03, eta: 2 days, 5:43:36, time: 1.011, data_time: 0.009, memory: 8350, top1_acc: 0.4951, top5_acc: 0.7458, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.2219 2020-10-01 10:14:12,014 - mmaction - INFO - Epoch [9][200/1997] lr: 7.500e-03, eta: 2 days, 5:43:19, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.4940, top5_acc: 0.7375, loss_cls: 2.1996, loss: 2.1996, grad_norm: 5.1214 2020-10-01 10:14:33,208 - mmaction - INFO - Epoch [9][220/1997] lr: 7.500e-03, eta: 2 days, 5:42:59, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.4984, top5_acc: 0.7409, loss_cls: 2.1867, loss: 2.1867, grad_norm: 5.0964 2020-10-01 10:14:53,400 - mmaction - INFO - Epoch [9][240/1997] lr: 7.500e-03, eta: 2 days, 5:42:28, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.5010, top5_acc: 0.7562, loss_cls: 2.1518, loss: 2.1518, grad_norm: 5.2064 2020-10-01 10:15:15,035 - mmaction - INFO - Epoch [9][260/1997] lr: 7.500e-03, eta: 2 days, 5:42:13, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5034, top5_acc: 0.7443, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.2281 2020-10-01 10:15:36,226 - mmaction - INFO - Epoch [9][280/1997] lr: 7.500e-03, eta: 2 days, 5:41:54, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.4982, top5_acc: 0.7438, loss_cls: 2.2269, loss: 2.2269, grad_norm: 5.1903 2020-10-01 10:15:56,874 - mmaction - INFO - Epoch [9][300/1997] lr: 7.500e-03, eta: 2 days, 5:41:28, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.4956, top5_acc: 0.7396, loss_cls: 2.2123, loss: 2.2123, grad_norm: 5.1941 2020-10-01 10:16:19,486 - mmaction - INFO - Epoch [9][320/1997] lr: 7.500e-03, eta: 2 days, 5:41:24, time: 1.130, data_time: 0.002, memory: 8350, top1_acc: 0.5190, top5_acc: 0.7557, loss_cls: 2.1405, loss: 2.1405, grad_norm: 5.1487 2020-10-01 10:16:39,500 - mmaction - INFO - Epoch [9][340/1997] lr: 7.500e-03, eta: 2 days, 5:40:51, time: 1.001, data_time: 0.003, memory: 8350, top1_acc: 0.5013, top5_acc: 0.7401, loss_cls: 2.1645, loss: 2.1645, grad_norm: 5.0490 2020-10-01 10:16:59,976 - mmaction - INFO - Epoch [9][360/1997] lr: 7.500e-03, eta: 2 days, 5:40:23, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5047, top5_acc: 0.7346, loss_cls: 2.1738, loss: 2.1738, grad_norm: 5.1696 2020-10-01 10:17:20,996 - mmaction - INFO - Epoch [9][380/1997] lr: 7.500e-03, eta: 2 days, 5:40:01, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5130, top5_acc: 0.7492, loss_cls: 2.1284, loss: 2.1284, grad_norm: 5.1321 2020-10-01 10:17:41,217 - mmaction - INFO - Epoch [9][400/1997] lr: 7.500e-03, eta: 2 days, 5:39:31, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5096, top5_acc: 0.7474, loss_cls: 2.1680, loss: 2.1680, grad_norm: 5.1955 2020-10-01 10:18:02,016 - mmaction - INFO - Epoch [9][420/1997] lr: 7.500e-03, eta: 2 days, 5:39:07, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.1712, loss: 2.1712, grad_norm: 5.2554 2020-10-01 10:18:23,296 - mmaction - INFO - Epoch [9][440/1997] lr: 7.500e-03, eta: 2 days, 5:38:48, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5047, top5_acc: 0.7451, loss_cls: 2.1656, loss: 2.1656, grad_norm: 5.1927 2020-10-01 10:18:44,080 - mmaction - INFO - Epoch [9][460/1997] lr: 7.500e-03, eta: 2 days, 5:38:24, time: 1.040, data_time: 0.003, memory: 8350, top1_acc: 0.5052, top5_acc: 0.7562, loss_cls: 2.1169, loss: 2.1169, grad_norm: 5.1801 2020-10-01 10:19:06,276 - mmaction - INFO - Epoch [9][480/1997] lr: 7.500e-03, eta: 2 days, 5:38:15, time: 1.110, data_time: 0.001, memory: 8350, top1_acc: 0.4927, top5_acc: 0.7367, loss_cls: 2.2302, loss: 2.2302, grad_norm: 5.2652 2020-10-01 10:19:26,190 - mmaction - INFO - Epoch [9][500/1997] lr: 7.500e-03, eta: 2 days, 5:37:41, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.2402, loss: 2.2402, grad_norm: 5.2911 2020-10-01 10:19:48,203 - mmaction - INFO - Epoch [9][520/1997] lr: 7.500e-03, eta: 2 days, 5:37:30, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.5081, top5_acc: 0.7448, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.0589 2020-10-01 10:20:09,707 - mmaction - INFO - Epoch [9][540/1997] lr: 7.500e-03, eta: 2 days, 5:37:14, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.4937, top5_acc: 0.7495, loss_cls: 2.1633, loss: 2.1633, grad_norm: 5.2679 2020-10-01 10:20:29,278 - mmaction - INFO - Epoch [9][560/1997] lr: 7.500e-03, eta: 2 days, 5:36:36, time: 0.978, data_time: 0.002, memory: 8350, top1_acc: 0.5167, top5_acc: 0.7518, loss_cls: 2.1671, loss: 2.1671, grad_norm: 5.2302 2020-10-01 10:20:50,798 - mmaction - INFO - Epoch [9][580/1997] lr: 7.500e-03, eta: 2 days, 5:36:20, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5065, top5_acc: 0.7479, loss_cls: 2.1435, loss: 2.1435, grad_norm: 5.1752 2020-10-01 10:21:11,727 - mmaction - INFO - Epoch [9][600/1997] lr: 7.500e-03, eta: 2 days, 5:35:57, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5016, top5_acc: 0.7432, loss_cls: 2.1931, loss: 2.1931, grad_norm: 5.2235 2020-10-01 10:21:32,684 - mmaction - INFO - Epoch [9][620/1997] lr: 7.500e-03, eta: 2 days, 5:35:35, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5081, top5_acc: 0.7367, loss_cls: 2.1776, loss: 2.1776, grad_norm: 5.2097 2020-10-01 10:21:54,428 - mmaction - INFO - Epoch [9][640/1997] lr: 7.500e-03, eta: 2 days, 5:35:21, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.4971, top5_acc: 0.7352, loss_cls: 2.2371, loss: 2.2371, grad_norm: 5.2407 2020-10-01 10:22:15,531 - mmaction - INFO - Epoch [9][660/1997] lr: 7.500e-03, eta: 2 days, 5:35:01, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.4932, top5_acc: 0.7313, loss_cls: 2.2306, loss: 2.2306, grad_norm: 5.1619 2020-10-01 10:22:37,617 - mmaction - INFO - Epoch [9][680/1997] lr: 7.500e-03, eta: 2 days, 5:34:51, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.4990, top5_acc: 0.7380, loss_cls: 2.2006, loss: 2.2006, grad_norm: 5.1827 2020-10-01 10:22:58,803 - mmaction - INFO - Epoch [9][700/1997] lr: 7.500e-03, eta: 2 days, 5:34:31, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5138, top5_acc: 0.7526, loss_cls: 2.1503, loss: 2.1503, grad_norm: 5.1523 2020-10-01 10:23:18,555 - mmaction - INFO - Epoch [9][720/1997] lr: 7.500e-03, eta: 2 days, 5:33:55, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.5016, top5_acc: 0.7365, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.1868 2020-10-01 10:23:39,775 - mmaction - INFO - Epoch [9][740/1997] lr: 7.500e-03, eta: 2 days, 5:33:36, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5036, top5_acc: 0.7448, loss_cls: 2.1766, loss: 2.1766, grad_norm: 5.2438 2020-10-01 10:24:00,675 - mmaction - INFO - Epoch [9][760/1997] lr: 7.500e-03, eta: 2 days, 5:33:13, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.5036, top5_acc: 0.7445, loss_cls: 2.2057, loss: 2.2057, grad_norm: 5.1838 2020-10-01 10:24:21,964 - mmaction - INFO - Epoch [9][780/1997] lr: 7.500e-03, eta: 2 days, 5:32:54, time: 1.064, data_time: 0.134, memory: 8350, top1_acc: 0.4961, top5_acc: 0.7503, loss_cls: 2.2005, loss: 2.2005, grad_norm: 5.2844 2020-10-01 10:24:42,829 - mmaction - INFO - Epoch [9][800/1997] lr: 7.500e-03, eta: 2 days, 5:32:31, time: 1.043, data_time: 0.181, memory: 8350, top1_acc: 0.4990, top5_acc: 0.7477, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.1046 2020-10-01 10:25:03,311 - mmaction - INFO - Epoch [9][820/1997] lr: 7.500e-03, eta: 2 days, 5:32:03, time: 1.024, data_time: 0.123, memory: 8350, top1_acc: 0.5117, top5_acc: 0.7563, loss_cls: 2.1017, loss: 2.1017, grad_norm: 5.1039 2020-10-01 10:25:24,425 - mmaction - INFO - Epoch [9][840/1997] lr: 7.500e-03, eta: 2 days, 5:31:42, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5133, top5_acc: 0.7443, loss_cls: 2.1327, loss: 2.1327, grad_norm: 5.1159 2020-10-01 10:25:45,437 - mmaction - INFO - Epoch [9][860/1997] lr: 7.500e-03, eta: 2 days, 5:31:21, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.4943, top5_acc: 0.7354, loss_cls: 2.2124, loss: 2.2124, grad_norm: 5.2625 2020-10-01 10:26:05,831 - mmaction - INFO - Epoch [9][880/1997] lr: 7.500e-03, eta: 2 days, 5:30:52, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.5065, top5_acc: 0.7448, loss_cls: 2.1779, loss: 2.1779, grad_norm: 5.2269 2020-10-01 10:26:27,710 - mmaction - INFO - Epoch [9][900/1997] lr: 7.500e-03, eta: 2 days, 5:30:40, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.4901, top5_acc: 0.7370, loss_cls: 2.2220, loss: 2.2220, grad_norm: 5.2375 2020-10-01 10:26:48,285 - mmaction - INFO - Epoch [9][920/1997] lr: 7.500e-03, eta: 2 days, 5:30:14, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5089, top5_acc: 0.7557, loss_cls: 2.1346, loss: 2.1346, grad_norm: 5.1715 2020-10-01 10:27:09,722 - mmaction - INFO - Epoch [9][940/1997] lr: 7.500e-03, eta: 2 days, 5:29:56, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.5047, top5_acc: 0.7596, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.1761 2020-10-01 10:27:31,273 - mmaction - INFO - Epoch [9][960/1997] lr: 7.500e-03, eta: 2 days, 5:29:40, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5029, top5_acc: 0.7500, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.2108 2020-10-01 10:27:51,382 - mmaction - INFO - Epoch [9][980/1997] lr: 7.500e-03, eta: 2 days, 5:29:09, time: 1.004, data_time: 0.001, memory: 8350, top1_acc: 0.5049, top5_acc: 0.7451, loss_cls: 2.1480, loss: 2.1480, grad_norm: 5.1150 2020-10-01 10:28:11,825 - mmaction - INFO - Epoch [9][1000/1997] lr: 7.500e-03, eta: 2 days, 5:28:41, time: 1.023, data_time: 0.003, memory: 8350, top1_acc: 0.5094, top5_acc: 0.7456, loss_cls: 2.1395, loss: 2.1395, grad_norm: 5.1070 2020-10-01 10:28:33,204 - mmaction - INFO - Epoch [9][1020/1997] lr: 7.500e-03, eta: 2 days, 5:28:23, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.5094, top5_acc: 0.7487, loss_cls: 2.1667, loss: 2.1667, grad_norm: 5.2171 2020-10-01 10:28:54,050 - mmaction - INFO - Epoch [9][1040/1997] lr: 7.500e-03, eta: 2 days, 5:28:00, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.4932, top5_acc: 0.7378, loss_cls: 2.2147, loss: 2.2147, grad_norm: 5.2592 2020-10-01 10:29:16,176 - mmaction - INFO - Epoch [9][1060/1997] lr: 7.500e-03, eta: 2 days, 5:27:50, time: 1.106, data_time: 0.001, memory: 8350, top1_acc: 0.5018, top5_acc: 0.7445, loss_cls: 2.1885, loss: 2.1885, grad_norm: 5.1818 2020-10-01 10:29:36,503 - mmaction - INFO - Epoch [9][1080/1997] lr: 7.500e-03, eta: 2 days, 5:27:21, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.4932, top5_acc: 0.7427, loss_cls: 2.1721, loss: 2.1721, grad_norm: 5.1444 2020-10-01 10:29:57,836 - mmaction - INFO - Epoch [9][1100/1997] lr: 7.500e-03, eta: 2 days, 5:27:02, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.5029, top5_acc: 0.7471, loss_cls: 2.1437, loss: 2.1437, grad_norm: 5.1302 2020-10-01 10:30:18,958 - mmaction - INFO - Epoch [9][1120/1997] lr: 7.500e-03, eta: 2 days, 5:26:42, time: 1.057, data_time: 0.003, memory: 8350, top1_acc: 0.5016, top5_acc: 0.7505, loss_cls: 2.1716, loss: 2.1716, grad_norm: 5.1793 2020-10-01 10:30:41,051 - mmaction - INFO - Epoch [9][1140/1997] lr: 7.500e-03, eta: 2 days, 5:26:32, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5104, top5_acc: 0.7445, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.2364 2020-10-01 10:31:01,117 - mmaction - INFO - Epoch [9][1160/1997] lr: 7.500e-03, eta: 2 days, 5:26:00, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.5081, top5_acc: 0.7534, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.2017 2020-10-01 10:31:22,325 - mmaction - INFO - Epoch [9][1180/1997] lr: 7.500e-03, eta: 2 days, 5:25:40, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.4969, top5_acc: 0.7523, loss_cls: 2.1537, loss: 2.1537, grad_norm: 5.1582 2020-10-01 10:31:44,254 - mmaction - INFO - Epoch [9][1200/1997] lr: 7.500e-03, eta: 2 days, 5:25:28, time: 1.098, data_time: 0.003, memory: 8350, top1_acc: 0.5016, top5_acc: 0.7372, loss_cls: 2.2020, loss: 2.2020, grad_norm: 5.2244 2020-10-01 10:32:05,076 - mmaction - INFO - Epoch [9][1220/1997] lr: 7.500e-03, eta: 2 days, 5:25:04, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.1317, loss: 2.1317, grad_norm: 5.1681 2020-10-01 10:32:26,252 - mmaction - INFO - Epoch [9][1240/1997] lr: 7.500e-03, eta: 2 days, 5:24:45, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.5099, top5_acc: 0.7419, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.1479 2020-10-01 10:32:47,222 - mmaction - INFO - Epoch [9][1260/1997] lr: 7.500e-03, eta: 2 days, 5:24:22, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.1990, loss: 2.1990, grad_norm: 5.2056 2020-10-01 10:33:07,801 - mmaction - INFO - Epoch [9][1280/1997] lr: 7.500e-03, eta: 2 days, 5:23:56, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5036, top5_acc: 0.7521, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.2213 2020-10-01 10:33:28,033 - mmaction - INFO - Epoch [9][1300/1997] lr: 7.500e-03, eta: 2 days, 5:23:26, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.5089, top5_acc: 0.7385, loss_cls: 2.1759, loss: 2.1759, grad_norm: 5.1682 2020-10-01 10:33:50,238 - mmaction - INFO - Epoch [9][1320/1997] lr: 7.500e-03, eta: 2 days, 5:23:17, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.5094, top5_acc: 0.7503, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.1354 2020-10-01 10:34:10,743 - mmaction - INFO - Epoch [9][1340/1997] lr: 7.500e-03, eta: 2 days, 5:22:50, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.4987, top5_acc: 0.7310, loss_cls: 2.2269, loss: 2.2269, grad_norm: 5.2813 2020-10-01 10:34:33,065 - mmaction - INFO - Epoch [9][1360/1997] lr: 7.500e-03, eta: 2 days, 5:22:42, time: 1.116, data_time: 0.003, memory: 8350, top1_acc: 0.5047, top5_acc: 0.7474, loss_cls: 2.1856, loss: 2.1856, grad_norm: 5.2041 2020-10-01 10:34:55,961 - mmaction - INFO - Epoch [9][1380/1997] lr: 7.500e-03, eta: 2 days, 5:22:40, time: 1.146, data_time: 0.002, memory: 8350, top1_acc: 0.4943, top5_acc: 0.7323, loss_cls: 2.2274, loss: 2.2274, grad_norm: 5.2920 2020-10-01 10:35:16,140 - mmaction - INFO - Epoch [9][1400/1997] lr: 7.500e-03, eta: 2 days, 5:22:09, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.4982, top5_acc: 0.7367, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.1474 2020-10-01 10:35:37,055 - mmaction - INFO - Epoch [9][1420/1997] lr: 7.500e-03, eta: 2 days, 5:21:47, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.4966, top5_acc: 0.7344, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.2159 2020-10-01 10:35:58,579 - mmaction - INFO - Epoch [9][1440/1997] lr: 7.500e-03, eta: 2 days, 5:21:30, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.5109, top5_acc: 0.7490, loss_cls: 2.1422, loss: 2.1422, grad_norm: 5.1528 2020-10-01 10:36:19,829 - mmaction - INFO - Epoch [9][1460/1997] lr: 7.500e-03, eta: 2 days, 5:21:11, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5049, top5_acc: 0.7513, loss_cls: 2.1529, loss: 2.1529, grad_norm: 5.2556 2020-10-01 10:36:40,660 - mmaction - INFO - Epoch [9][1480/1997] lr: 7.500e-03, eta: 2 days, 5:20:48, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5013, top5_acc: 0.7404, loss_cls: 2.2109, loss: 2.2109, grad_norm: 5.2761 2020-10-01 10:37:02,351 - mmaction - INFO - Epoch [9][1500/1997] lr: 7.500e-03, eta: 2 days, 5:20:33, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.5013, top5_acc: 0.7477, loss_cls: 2.1582, loss: 2.1582, grad_norm: 5.1855 2020-10-01 10:37:22,581 - mmaction - INFO - Epoch [9][1520/1997] lr: 7.500e-03, eta: 2 days, 5:20:03, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5023, top5_acc: 0.7547, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.1395 2020-10-01 10:37:43,707 - mmaction - INFO - Epoch [9][1540/1997] lr: 7.500e-03, eta: 2 days, 5:19:42, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1490, loss: 2.1490, grad_norm: 5.1401 2020-10-01 10:38:03,974 - mmaction - INFO - Epoch [9][1560/1997] lr: 7.500e-03, eta: 2 days, 5:19:13, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5104, top5_acc: 0.7466, loss_cls: 2.1757, loss: 2.1757, grad_norm: 5.1746 2020-10-01 10:38:24,945 - mmaction - INFO - Epoch [9][1580/1997] lr: 7.500e-03, eta: 2 days, 5:18:51, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5094, top5_acc: 0.7393, loss_cls: 2.1641, loss: 2.1641, grad_norm: 5.2683 2020-10-01 10:38:46,214 - mmaction - INFO - Epoch [9][1600/1997] lr: 7.500e-03, eta: 2 days, 5:18:32, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5117, top5_acc: 0.7557, loss_cls: 2.1271, loss: 2.1271, grad_norm: 5.1831 2020-10-01 10:39:06,760 - mmaction - INFO - Epoch [9][1620/1997] lr: 7.500e-03, eta: 2 days, 5:18:05, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.5185, top5_acc: 0.7581, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.1448 2020-10-01 10:39:28,436 - mmaction - INFO - Epoch [9][1640/1997] lr: 7.500e-03, eta: 2 days, 5:17:51, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.4995, top5_acc: 0.7492, loss_cls: 2.1866, loss: 2.1866, grad_norm: 5.1731 2020-10-01 10:39:50,208 - mmaction - INFO - Epoch [9][1660/1997] lr: 7.500e-03, eta: 2 days, 5:17:36, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.4922, top5_acc: 0.7362, loss_cls: 2.2271, loss: 2.2271, grad_norm: 5.2251 2020-10-01 10:40:10,771 - mmaction - INFO - Epoch [9][1680/1997] lr: 7.500e-03, eta: 2 days, 5:17:10, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5042, top5_acc: 0.7417, loss_cls: 2.1762, loss: 2.1762, grad_norm: 5.1653 2020-10-01 10:40:31,635 - mmaction - INFO - Epoch [9][1700/1997] lr: 7.500e-03, eta: 2 days, 5:16:47, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5039, top5_acc: 0.7466, loss_cls: 2.1777, loss: 2.1777, grad_norm: 5.1700 2020-10-01 10:40:52,940 - mmaction - INFO - Epoch [9][1720/1997] lr: 7.500e-03, eta: 2 days, 5:16:28, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.4935, top5_acc: 0.7396, loss_cls: 2.2230, loss: 2.2230, grad_norm: 5.2721 2020-10-01 10:41:12,790 - mmaction - INFO - Epoch [9][1740/1997] lr: 7.500e-03, eta: 2 days, 5:15:54, time: 0.992, data_time: 0.001, memory: 8350, top1_acc: 0.5021, top5_acc: 0.7497, loss_cls: 2.1622, loss: 2.1622, grad_norm: 5.1137 2020-10-01 10:41:34,090 - mmaction - INFO - Epoch [9][1760/1997] lr: 7.500e-03, eta: 2 days, 5:15:36, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5141, top5_acc: 0.7529, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.1811 2020-10-01 10:41:55,647 - mmaction - INFO - Epoch [9][1780/1997] lr: 7.500e-03, eta: 2 days, 5:15:19, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.5039, top5_acc: 0.7424, loss_cls: 2.1881, loss: 2.1881, grad_norm: 5.3063 2020-10-01 10:42:16,428 - mmaction - INFO - Epoch [9][1800/1997] lr: 7.500e-03, eta: 2 days, 5:14:55, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.4927, top5_acc: 0.7354, loss_cls: 2.2188, loss: 2.2188, grad_norm: 5.3313 2020-10-01 10:42:36,323 - mmaction - INFO - Epoch [9][1820/1997] lr: 7.500e-03, eta: 2 days, 5:14:22, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.4945, top5_acc: 0.7497, loss_cls: 2.1762, loss: 2.1762, grad_norm: 5.2382 2020-10-01 10:42:59,440 - mmaction - INFO - Epoch [9][1840/1997] lr: 7.500e-03, eta: 2 days, 5:14:22, time: 1.156, data_time: 0.001, memory: 8350, top1_acc: 0.5089, top5_acc: 0.7490, loss_cls: 2.1660, loss: 2.1660, grad_norm: 5.1432 2020-10-01 10:43:20,333 - mmaction - INFO - Epoch [9][1860/1997] lr: 7.500e-03, eta: 2 days, 5:13:59, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5076, top5_acc: 0.7508, loss_cls: 2.1740, loss: 2.1740, grad_norm: 5.1921 2020-10-01 10:43:39,898 - mmaction - INFO - Epoch [9][1880/1997] lr: 7.500e-03, eta: 2 days, 5:13:23, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.4904, top5_acc: 0.7344, loss_cls: 2.2303, loss: 2.2303, grad_norm: 5.3130 2020-10-01 10:44:01,392 - mmaction - INFO - Epoch [9][1900/1997] lr: 7.500e-03, eta: 2 days, 5:13:06, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.4971, top5_acc: 0.7393, loss_cls: 2.2090, loss: 2.2090, grad_norm: 5.2586 2020-10-01 10:44:21,887 - mmaction - INFO - Epoch [9][1920/1997] lr: 7.500e-03, eta: 2 days, 5:12:39, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5076, top5_acc: 0.7466, loss_cls: 2.1665, loss: 2.1665, grad_norm: 5.1873 2020-10-01 10:44:43,460 - mmaction - INFO - Epoch [9][1940/1997] lr: 7.500e-03, eta: 2 days, 5:12:23, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5070, top5_acc: 0.7409, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.1028 2020-10-01 10:45:04,526 - mmaction - INFO - Epoch [9][1960/1997] lr: 7.500e-03, eta: 2 days, 5:12:02, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.4971, top5_acc: 0.7411, loss_cls: 2.1986, loss: 2.1986, grad_norm: 5.2389 2020-10-01 10:45:24,888 - mmaction - INFO - Epoch [9][1980/1997] lr: 7.500e-03, eta: 2 days, 5:11:34, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5055, top5_acc: 0.7427, loss_cls: 2.1629, loss: 2.1629, grad_norm: 5.1907 2020-10-01 10:45:43,584 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-10-01 10:46:28,473 - mmaction - INFO - Epoch [10][20/1997] lr: 7.500e-03, eta: 2 days, 5:11:38, time: 2.164, data_time: 0.997, memory: 8350, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.1196 2020-10-01 10:46:50,579 - mmaction - INFO - Epoch [10][40/1997] lr: 7.500e-03, eta: 2 days, 5:11:27, time: 1.106, data_time: 0.003, memory: 8350, top1_acc: 0.5089, top5_acc: 0.7492, loss_cls: 2.1882, loss: 2.1882, grad_norm: 5.1867 2020-10-01 10:47:10,145 - mmaction - INFO - Epoch [10][60/1997] lr: 7.500e-03, eta: 2 days, 5:10:51, time: 0.979, data_time: 0.002, memory: 8350, top1_acc: 0.5008, top5_acc: 0.7513, loss_cls: 2.1502, loss: 2.1502, grad_norm: 5.2053 2020-10-01 10:47:32,157 - mmaction - INFO - Epoch [10][80/1997] lr: 7.500e-03, eta: 2 days, 5:10:39, time: 1.100, data_time: 0.001, memory: 8350, top1_acc: 0.5245, top5_acc: 0.7536, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.1133 2020-10-01 10:47:53,203 - mmaction - INFO - Epoch [10][100/1997] lr: 7.500e-03, eta: 2 days, 5:10:18, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5167, top5_acc: 0.7643, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.1082 2020-10-01 10:48:14,088 - mmaction - INFO - Epoch [10][120/1997] lr: 7.500e-03, eta: 2 days, 5:09:55, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5128, top5_acc: 0.7544, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.0613 2020-10-01 10:48:36,072 - mmaction - INFO - Epoch [10][140/1997] lr: 7.500e-03, eta: 2 days, 5:09:43, time: 1.099, data_time: 0.001, memory: 8350, top1_acc: 0.5201, top5_acc: 0.7604, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.1110 2020-10-01 10:48:55,717 - mmaction - INFO - Epoch [10][160/1997] lr: 7.500e-03, eta: 2 days, 5:09:08, time: 0.982, data_time: 0.001, memory: 8350, top1_acc: 0.5211, top5_acc: 0.7648, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.0602 2020-10-01 10:49:16,950 - mmaction - INFO - Epoch [10][180/1997] lr: 7.500e-03, eta: 2 days, 5:08:48, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5115, top5_acc: 0.7487, loss_cls: 2.1582, loss: 2.1582, grad_norm: 5.2665 2020-10-01 10:49:38,072 - mmaction - INFO - Epoch [10][200/1997] lr: 7.500e-03, eta: 2 days, 5:08:27, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5128, top5_acc: 0.7534, loss_cls: 2.1388, loss: 2.1388, grad_norm: 5.1945 2020-10-01 10:49:58,532 - mmaction - INFO - Epoch [10][220/1997] lr: 7.500e-03, eta: 2 days, 5:08:00, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.5177, top5_acc: 0.7503, loss_cls: 2.0948, loss: 2.0948, grad_norm: 5.1241 2020-10-01 10:50:20,908 - mmaction - INFO - Epoch [10][240/1997] lr: 7.500e-03, eta: 2 days, 5:07:52, time: 1.118, data_time: 0.002, memory: 8350, top1_acc: 0.5089, top5_acc: 0.7521, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.2019 2020-10-01 10:50:42,444 - mmaction - INFO - Epoch [10][260/1997] lr: 7.500e-03, eta: 2 days, 5:07:36, time: 1.078, data_time: 0.003, memory: 8350, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.1699 2020-10-01 10:51:01,667 - mmaction - INFO - Epoch [10][280/1997] lr: 7.500e-03, eta: 2 days, 5:06:56, time: 0.960, data_time: 0.001, memory: 8350, top1_acc: 0.5216, top5_acc: 0.7586, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.0930 2020-10-01 10:51:23,051 - mmaction - INFO - Epoch [10][300/1997] lr: 7.500e-03, eta: 2 days, 5:06:38, time: 1.070, data_time: 0.003, memory: 8350, top1_acc: 0.5128, top5_acc: 0.7529, loss_cls: 2.1309, loss: 2.1309, grad_norm: 5.2466 2020-10-01 10:51:44,007 - mmaction - INFO - Epoch [10][320/1997] lr: 7.500e-03, eta: 2 days, 5:06:16, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.1403 2020-10-01 10:52:04,236 - mmaction - INFO - Epoch [10][340/1997] lr: 7.500e-03, eta: 2 days, 5:05:46, time: 1.012, data_time: 0.024, memory: 8350, top1_acc: 0.5221, top5_acc: 0.7680, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.1714 2020-10-01 10:52:25,613 - mmaction - INFO - Epoch [10][360/1997] lr: 7.500e-03, eta: 2 days, 5:05:28, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.5109, top5_acc: 0.7633, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.2225 2020-10-01 10:52:46,178 - mmaction - INFO - Epoch [10][380/1997] lr: 7.500e-03, eta: 2 days, 5:05:02, time: 1.028, data_time: 0.019, memory: 8350, top1_acc: 0.5128, top5_acc: 0.7602, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.1907 2020-10-01 10:53:07,833 - mmaction - INFO - Epoch [10][400/1997] lr: 7.500e-03, eta: 2 days, 5:04:46, time: 1.082, data_time: 0.014, memory: 8350, top1_acc: 0.5193, top5_acc: 0.7594, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.0947 2020-10-01 10:53:28,182 - mmaction - INFO - Epoch [10][420/1997] lr: 7.500e-03, eta: 2 days, 5:04:18, time: 1.018, data_time: 0.003, memory: 8350, top1_acc: 0.5125, top5_acc: 0.7534, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.2591 2020-10-01 10:53:49,020 - mmaction - INFO - Epoch [10][440/1997] lr: 7.500e-03, eta: 2 days, 5:03:55, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.4995, top5_acc: 0.7482, loss_cls: 2.1787, loss: 2.1787, grad_norm: 5.4104 2020-10-01 10:54:10,587 - mmaction - INFO - Epoch [10][460/1997] lr: 7.500e-03, eta: 2 days, 5:03:39, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5062, top5_acc: 0.7534, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.2300 2020-10-01 10:54:31,764 - mmaction - INFO - Epoch [10][480/1997] lr: 7.500e-03, eta: 2 days, 5:03:19, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5130, top5_acc: 0.7471, loss_cls: 2.1579, loss: 2.1579, grad_norm: 5.2218 2020-10-01 10:54:52,214 - mmaction - INFO - Epoch [10][500/1997] lr: 7.500e-03, eta: 2 days, 5:02:51, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5052, top5_acc: 0.7451, loss_cls: 2.1841, loss: 2.1841, grad_norm: 5.2414 2020-10-01 10:55:12,777 - mmaction - INFO - Epoch [10][520/1997] lr: 7.500e-03, eta: 2 days, 5:02:25, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5039, top5_acc: 0.7482, loss_cls: 2.1382, loss: 2.1382, grad_norm: 5.1481 2020-10-01 10:55:33,794 - mmaction - INFO - Epoch [10][540/1997] lr: 7.500e-03, eta: 2 days, 5:02:04, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5089, top5_acc: 0.7581, loss_cls: 2.1256, loss: 2.1256, grad_norm: 5.1356 2020-10-01 10:55:54,615 - mmaction - INFO - Epoch [10][560/1997] lr: 7.500e-03, eta: 2 days, 5:01:40, time: 1.041, data_time: 0.087, memory: 8350, top1_acc: 0.5055, top5_acc: 0.7495, loss_cls: 2.1281, loss: 2.1281, grad_norm: 5.1843 2020-10-01 10:56:14,931 - mmaction - INFO - Epoch [10][580/1997] lr: 7.500e-03, eta: 2 days, 5:01:12, time: 1.016, data_time: 0.153, memory: 8350, top1_acc: 0.5135, top5_acc: 0.7411, loss_cls: 2.1734, loss: 2.1734, grad_norm: 5.2370 2020-10-01 10:56:36,589 - mmaction - INFO - Epoch [10][600/1997] lr: 7.500e-03, eta: 2 days, 5:00:56, time: 1.083, data_time: 0.005, memory: 8350, top1_acc: 0.5117, top5_acc: 0.7557, loss_cls: 2.1379, loss: 2.1379, grad_norm: 5.1631 2020-10-01 10:56:58,309 - mmaction - INFO - Epoch [10][620/1997] lr: 7.500e-03, eta: 2 days, 5:00:41, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5013, top5_acc: 0.7458, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.2837 2020-10-01 10:57:18,610 - mmaction - INFO - Epoch [10][640/1997] lr: 7.500e-03, eta: 2 days, 5:00:13, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5216, top5_acc: 0.7617, loss_cls: 2.0857, loss: 2.0857, grad_norm: 5.2332 2020-10-01 10:57:39,702 - mmaction - INFO - Epoch [10][660/1997] lr: 7.500e-03, eta: 2 days, 4:59:52, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5042, top5_acc: 0.7466, loss_cls: 2.1897, loss: 2.1897, grad_norm: 5.2501 2020-10-01 10:58:01,124 - mmaction - INFO - Epoch [10][680/1997] lr: 7.500e-03, eta: 2 days, 4:59:34, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1421, loss: 2.1421, grad_norm: 5.1423 2020-10-01 10:58:21,196 - mmaction - INFO - Epoch [10][700/1997] lr: 7.500e-03, eta: 2 days, 4:59:03, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.5185, top5_acc: 0.7544, loss_cls: 2.1223, loss: 2.1223, grad_norm: 5.1843 2020-10-01 10:58:42,395 - mmaction - INFO - Epoch [10][720/1997] lr: 7.500e-03, eta: 2 days, 4:58:44, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.4930, top5_acc: 0.7424, loss_cls: 2.2231, loss: 2.2231, grad_norm: 5.2837 2020-10-01 10:59:02,331 - mmaction - INFO - Epoch [10][740/1997] lr: 7.500e-03, eta: 2 days, 4:58:12, time: 0.997, data_time: 0.001, memory: 8350, top1_acc: 0.5120, top5_acc: 0.7586, loss_cls: 2.1001, loss: 2.1001, grad_norm: 5.1879 2020-10-01 10:59:24,166 - mmaction - INFO - Epoch [10][760/1997] lr: 7.500e-03, eta: 2 days, 4:57:58, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.2043 2020-10-01 10:59:45,149 - mmaction - INFO - Epoch [10][780/1997] lr: 7.500e-03, eta: 2 days, 4:57:36, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5044, top5_acc: 0.7484, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.2198 2020-10-01 11:00:07,977 - mmaction - INFO - Epoch [10][800/1997] lr: 7.500e-03, eta: 2 days, 4:57:32, time: 1.141, data_time: 0.001, memory: 8350, top1_acc: 0.4987, top5_acc: 0.7513, loss_cls: 2.1833, loss: 2.1833, grad_norm: 5.2194 2020-10-01 11:00:28,802 - mmaction - INFO - Epoch [10][820/1997] lr: 7.500e-03, eta: 2 days, 4:57:08, time: 1.042, data_time: 0.003, memory: 8350, top1_acc: 0.5138, top5_acc: 0.7474, loss_cls: 2.1542, loss: 2.1542, grad_norm: 5.0976 2020-10-01 11:00:50,724 - mmaction - INFO - Epoch [10][840/1997] lr: 7.500e-03, eta: 2 days, 4:56:55, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.5089, top5_acc: 0.7451, loss_cls: 2.1790, loss: 2.1790, grad_norm: 5.2071 2020-10-01 11:01:11,116 - mmaction - INFO - Epoch [10][860/1997] lr: 7.500e-03, eta: 2 days, 4:56:27, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5026, top5_acc: 0.7458, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.1273 2020-10-01 11:01:32,789 - mmaction - INFO - Epoch [10][880/1997] lr: 7.500e-03, eta: 2 days, 4:56:12, time: 1.084, data_time: 0.003, memory: 8350, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.1336, loss: 2.1336, grad_norm: 5.1873 2020-10-01 11:01:54,378 - mmaction - INFO - Epoch [10][900/1997] lr: 7.500e-03, eta: 2 days, 4:55:56, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5104, top5_acc: 0.7534, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.2141 2020-10-01 11:02:15,069 - mmaction - INFO - Epoch [10][920/1997] lr: 7.500e-03, eta: 2 days, 4:55:31, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.4953, top5_acc: 0.7424, loss_cls: 2.1664, loss: 2.1664, grad_norm: 5.2822 2020-10-01 11:02:35,660 - mmaction - INFO - Epoch [10][940/1997] lr: 7.500e-03, eta: 2 days, 4:55:06, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5109, top5_acc: 0.7542, loss_cls: 2.1272, loss: 2.1272, grad_norm: 5.1786 2020-10-01 11:02:56,415 - mmaction - INFO - Epoch [10][960/1997] lr: 7.500e-03, eta: 2 days, 4:54:41, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5307, top5_acc: 0.7570, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.1534 2020-10-01 11:03:17,592 - mmaction - INFO - Epoch [10][980/1997] lr: 7.500e-03, eta: 2 days, 4:54:21, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5187, top5_acc: 0.7534, loss_cls: 2.1384, loss: 2.1384, grad_norm: 5.1255 2020-10-01 11:03:39,579 - mmaction - INFO - Epoch [10][1000/1997] lr: 7.500e-03, eta: 2 days, 4:54:09, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.5109, top5_acc: 0.7419, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.2206 2020-10-01 11:04:01,132 - mmaction - INFO - Epoch [10][1020/1997] lr: 7.500e-03, eta: 2 days, 4:53:52, time: 1.078, data_time: 0.003, memory: 8350, top1_acc: 0.5167, top5_acc: 0.7602, loss_cls: 2.0902, loss: 2.0902, grad_norm: 5.1448 2020-10-01 11:04:21,083 - mmaction - INFO - Epoch [10][1040/1997] lr: 7.500e-03, eta: 2 days, 4:53:20, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.5013, top5_acc: 0.7505, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.1698 2020-10-01 11:04:43,212 - mmaction - INFO - Epoch [10][1060/1997] lr: 7.500e-03, eta: 2 days, 4:53:09, time: 1.107, data_time: 0.003, memory: 8350, top1_acc: 0.5115, top5_acc: 0.7583, loss_cls: 2.1218, loss: 2.1218, grad_norm: 5.0928 2020-10-01 11:05:04,103 - mmaction - INFO - Epoch [10][1080/1997] lr: 7.500e-03, eta: 2 days, 4:52:47, time: 1.045, data_time: 0.171, memory: 8350, top1_acc: 0.5018, top5_acc: 0.7482, loss_cls: 2.1520, loss: 2.1520, grad_norm: 5.2112 2020-10-01 11:05:25,332 - mmaction - INFO - Epoch [10][1100/1997] lr: 7.500e-03, eta: 2 days, 4:52:27, time: 1.061, data_time: 0.142, memory: 8350, top1_acc: 0.5112, top5_acc: 0.7599, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.1142 2020-10-01 11:05:46,230 - mmaction - INFO - Epoch [10][1120/1997] lr: 7.500e-03, eta: 2 days, 4:52:04, time: 1.046, data_time: 0.015, memory: 8350, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1764, loss: 2.1764, grad_norm: 5.1953 2020-10-01 11:06:07,916 - mmaction - INFO - Epoch [10][1140/1997] lr: 7.500e-03, eta: 2 days, 4:51:49, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.5065, top5_acc: 0.7542, loss_cls: 2.1396, loss: 2.1396, grad_norm: 5.1858 2020-10-01 11:06:27,630 - mmaction - INFO - Epoch [10][1160/1997] lr: 7.500e-03, eta: 2 days, 4:51:15, time: 0.985, data_time: 0.039, memory: 8350, top1_acc: 0.5159, top5_acc: 0.7513, loss_cls: 2.1339, loss: 2.1339, grad_norm: 5.1143 2020-10-01 11:06:49,800 - mmaction - INFO - Epoch [10][1180/1997] lr: 7.500e-03, eta: 2 days, 4:51:04, time: 1.108, data_time: 0.104, memory: 8350, top1_acc: 0.5073, top5_acc: 0.7589, loss_cls: 2.1194, loss: 2.1194, grad_norm: 5.1858 2020-10-01 11:07:10,311 - mmaction - INFO - Epoch [10][1200/1997] lr: 7.500e-03, eta: 2 days, 4:50:38, time: 1.027, data_time: 0.005, memory: 8350, top1_acc: 0.5250, top5_acc: 0.7604, loss_cls: 2.0849, loss: 2.0849, grad_norm: 5.1365 2020-10-01 11:07:31,759 - mmaction - INFO - Epoch [10][1220/1997] lr: 7.500e-03, eta: 2 days, 4:50:20, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1318, loss: 2.1318, grad_norm: 5.1519 2020-10-01 11:07:51,817 - mmaction - INFO - Epoch [10][1240/1997] lr: 7.500e-03, eta: 2 days, 4:49:50, time: 1.004, data_time: 0.109, memory: 8350, top1_acc: 0.5026, top5_acc: 0.7409, loss_cls: 2.2022, loss: 2.2022, grad_norm: 5.2652 2020-10-01 11:08:12,460 - mmaction - INFO - Epoch [10][1260/1997] lr: 7.500e-03, eta: 2 days, 4:49:25, time: 1.031, data_time: 0.231, memory: 8350, top1_acc: 0.5065, top5_acc: 0.7568, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.2437 2020-10-01 11:08:33,660 - mmaction - INFO - Epoch [10][1280/1997] lr: 7.500e-03, eta: 2 days, 4:49:05, time: 1.061, data_time: 0.281, memory: 8350, top1_acc: 0.5237, top5_acc: 0.7583, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.1858 2020-10-01 11:08:55,394 - mmaction - INFO - Epoch [10][1300/1997] lr: 7.500e-03, eta: 2 days, 4:48:50, time: 1.086, data_time: 0.161, memory: 8350, top1_acc: 0.5029, top5_acc: 0.7445, loss_cls: 2.1695, loss: 2.1695, grad_norm: 5.2410 2020-10-01 11:09:15,714 - mmaction - INFO - Epoch [10][1320/1997] lr: 7.500e-03, eta: 2 days, 4:48:22, time: 1.016, data_time: 0.030, memory: 8350, top1_acc: 0.5016, top5_acc: 0.7427, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.2345 2020-10-01 11:09:35,826 - mmaction - INFO - Epoch [10][1340/1997] lr: 7.500e-03, eta: 2 days, 4:47:52, time: 1.005, data_time: 0.021, memory: 8350, top1_acc: 0.5091, top5_acc: 0.7385, loss_cls: 2.1676, loss: 2.1676, grad_norm: 5.1717 2020-10-01 11:09:56,915 - mmaction - INFO - Epoch [10][1360/1997] lr: 7.500e-03, eta: 2 days, 4:47:31, time: 1.054, data_time: 0.101, memory: 8350, top1_acc: 0.4940, top5_acc: 0.7388, loss_cls: 2.2049, loss: 2.2049, grad_norm: 5.2707 2020-10-01 11:10:17,662 - mmaction - INFO - Epoch [10][1380/1997] lr: 7.500e-03, eta: 2 days, 4:47:06, time: 1.037, data_time: 0.021, memory: 8350, top1_acc: 0.5076, top5_acc: 0.7253, loss_cls: 2.2106, loss: 2.2106, grad_norm: 5.1832 2020-10-01 11:10:38,816 - mmaction - INFO - Epoch [10][1400/1997] lr: 7.500e-03, eta: 2 days, 4:46:46, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5211, top5_acc: 0.7573, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.1955 2020-10-01 11:10:59,876 - mmaction - INFO - Epoch [10][1420/1997] lr: 7.500e-03, eta: 2 days, 4:46:25, time: 1.053, data_time: 0.062, memory: 8350, top1_acc: 0.5198, top5_acc: 0.7560, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.2363 2020-10-01 11:11:20,932 - mmaction - INFO - Epoch [10][1440/1997] lr: 7.500e-03, eta: 2 days, 4:46:04, time: 1.053, data_time: 0.335, memory: 8350, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.1740, loss: 2.1740, grad_norm: 5.2211 2020-10-01 11:11:42,599 - mmaction - INFO - Epoch [10][1460/1997] lr: 7.500e-03, eta: 2 days, 4:45:48, time: 1.083, data_time: 0.280, memory: 8350, top1_acc: 0.5060, top5_acc: 0.7469, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.1574 2020-10-01 11:12:03,014 - mmaction - INFO - Epoch [10][1480/1997] lr: 7.500e-03, eta: 2 days, 4:45:21, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5115, top5_acc: 0.7482, loss_cls: 2.1493, loss: 2.1493, grad_norm: 5.1606 2020-10-01 11:12:24,375 - mmaction - INFO - Epoch [10][1500/1997] lr: 7.500e-03, eta: 2 days, 4:45:03, time: 1.068, data_time: 0.041, memory: 8350, top1_acc: 0.5086, top5_acc: 0.7479, loss_cls: 2.1835, loss: 2.1835, grad_norm: 5.1647 2020-10-01 11:12:44,324 - mmaction - INFO - Epoch [10][1520/1997] lr: 7.500e-03, eta: 2 days, 4:44:31, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.5091, top5_acc: 0.7513, loss_cls: 2.1535, loss: 2.1535, grad_norm: 5.2237 2020-10-01 11:13:06,598 - mmaction - INFO - Epoch [10][1540/1997] lr: 7.500e-03, eta: 2 days, 4:44:21, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.5120, top5_acc: 0.7404, loss_cls: 2.1652, loss: 2.1652, grad_norm: 5.1759 2020-10-01 11:13:26,427 - mmaction - INFO - Epoch [10][1560/1997] lr: 7.500e-03, eta: 2 days, 4:43:49, time: 0.993, data_time: 0.003, memory: 8350, top1_acc: 0.5187, top5_acc: 0.7555, loss_cls: 2.1513, loss: 2.1513, grad_norm: 5.1558 2020-10-01 11:13:47,806 - mmaction - INFO - Epoch [10][1580/1997] lr: 7.500e-03, eta: 2 days, 4:43:30, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.5258, top5_acc: 0.7560, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.0451 2020-10-01 11:14:08,493 - mmaction - INFO - Epoch [10][1600/1997] lr: 7.500e-03, eta: 2 days, 4:43:06, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5208, top5_acc: 0.7615, loss_cls: 2.0739, loss: 2.0739, grad_norm: 5.0708 2020-10-01 11:14:29,080 - mmaction - INFO - Epoch [10][1620/1997] lr: 7.500e-03, eta: 2 days, 4:42:40, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5182, top5_acc: 0.7490, loss_cls: 2.1317, loss: 2.1317, grad_norm: 5.1539 2020-10-01 11:14:50,811 - mmaction - INFO - Epoch [10][1640/1997] lr: 7.500e-03, eta: 2 days, 4:42:25, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5188, top5_acc: 0.7596, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.1642 2020-10-01 11:15:11,780 - mmaction - INFO - Epoch [10][1660/1997] lr: 7.500e-03, eta: 2 days, 4:42:03, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5122, top5_acc: 0.7599, loss_cls: 2.1042, loss: 2.1042, grad_norm: 5.1658 2020-10-01 11:15:32,940 - mmaction - INFO - Epoch [10][1680/1997] lr: 7.500e-03, eta: 2 days, 4:41:43, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1637, loss: 2.1637, grad_norm: 5.2054 2020-10-01 11:15:53,871 - mmaction - INFO - Epoch [10][1700/1997] lr: 7.500e-03, eta: 2 days, 4:41:20, time: 1.046, data_time: 0.292, memory: 8350, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1154, loss: 2.1154, grad_norm: 5.1049 2020-10-01 11:16:15,170 - mmaction - INFO - Epoch [10][1720/1997] lr: 7.500e-03, eta: 2 days, 4:41:02, time: 1.066, data_time: 0.069, memory: 8350, top1_acc: 0.5193, top5_acc: 0.7500, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.1946 2020-10-01 11:16:35,093 - mmaction - INFO - Epoch [10][1740/1997] lr: 7.500e-03, eta: 2 days, 4:40:30, time: 0.996, data_time: 0.001, memory: 8350, top1_acc: 0.5167, top5_acc: 0.7578, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.1391 2020-10-01 11:16:56,551 - mmaction - INFO - Epoch [10][1760/1997] lr: 7.500e-03, eta: 2 days, 4:40:12, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.5167, top5_acc: 0.7477, loss_cls: 2.1063, loss: 2.1063, grad_norm: 5.1108 2020-10-01 11:17:17,974 - mmaction - INFO - Epoch [10][1780/1997] lr: 7.500e-03, eta: 2 days, 4:39:54, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5250, top5_acc: 0.7648, loss_cls: 2.0840, loss: 2.0840, grad_norm: 5.0294 2020-10-01 11:17:38,531 - mmaction - INFO - Epoch [10][1800/1997] lr: 7.500e-03, eta: 2 days, 4:39:29, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.4997, top5_acc: 0.7500, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.1823 2020-10-01 11:17:59,930 - mmaction - INFO - Epoch [10][1820/1997] lr: 7.500e-03, eta: 2 days, 4:39:11, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.4961, top5_acc: 0.7521, loss_cls: 2.1607, loss: 2.1607, grad_norm: 5.2349 2020-10-01 11:18:20,345 - mmaction - INFO - Epoch [10][1840/1997] lr: 7.500e-03, eta: 2 days, 4:38:44, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.5039, top5_acc: 0.7487, loss_cls: 2.1705, loss: 2.1705, grad_norm: 5.1750 2020-10-01 11:18:41,212 - mmaction - INFO - Epoch [10][1860/1997] lr: 7.500e-03, eta: 2 days, 4:38:21, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.5115, top5_acc: 0.7482, loss_cls: 2.1312, loss: 2.1312, grad_norm: 5.1551 2020-10-01 11:19:01,496 - mmaction - INFO - Epoch [10][1880/1997] lr: 7.500e-03, eta: 2 days, 4:37:52, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.5026, top5_acc: 0.7440, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.1185 2020-10-01 11:19:23,137 - mmaction - INFO - Epoch [10][1900/1997] lr: 7.500e-03, eta: 2 days, 4:37:36, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5169, top5_acc: 0.7578, loss_cls: 2.1236, loss: 2.1236, grad_norm: 5.1607 2020-10-01 11:19:44,498 - mmaction - INFO - Epoch [10][1920/1997] lr: 7.500e-03, eta: 2 days, 4:37:18, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5146, top5_acc: 0.7578, loss_cls: 2.1116, loss: 2.1116, grad_norm: 5.2400 2020-10-01 11:20:05,809 - mmaction - INFO - Epoch [10][1940/1997] lr: 7.500e-03, eta: 2 days, 4:36:59, time: 1.066, data_time: 0.003, memory: 8350, top1_acc: 0.5180, top5_acc: 0.7510, loss_cls: 2.1459, loss: 2.1459, grad_norm: 5.1419 2020-10-01 11:20:26,746 - mmaction - INFO - Epoch [10][1960/1997] lr: 7.500e-03, eta: 2 days, 4:36:37, time: 1.048, data_time: 0.003, memory: 8350, top1_acc: 0.5161, top5_acc: 0.7607, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.2367 2020-10-01 11:20:48,059 - mmaction - INFO - Epoch [10][1980/1997] lr: 7.500e-03, eta: 2 days, 4:36:18, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5281, top5_acc: 0.7589, loss_cls: 2.0933, loss: 2.0933, grad_norm: 5.1759 2020-10-01 11:21:07,231 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-01 11:24:01,397 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 11:24:02,929 - mmaction - INFO - top1_acc 0.6076 top5_acc 0.8464 2020-10-01 11:24:02,929 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 11:24:03,011 - mmaction - INFO - mean_acc 0.6061 2020-10-01 11:24:03,011 - mmaction - INFO - Now best checkpoint is epoch_10.pth 2020-10-01 11:24:03,028 - mmaction - INFO - Epoch(val) [10][1997] top1_acc: 0.6076, top5_acc: 0.8464, mean_class_accuracy: 0.6061 2020-10-01 11:24:43,840 - mmaction - INFO - Epoch [11][20/1997] lr: 7.500e-03, eta: 2 days, 4:35:55, time: 2.038, data_time: 1.149, memory: 8350, top1_acc: 0.5268, top5_acc: 0.7651, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.1141 2020-10-01 11:25:04,816 - mmaction - INFO - Epoch [11][40/1997] lr: 7.500e-03, eta: 2 days, 4:35:33, time: 1.049, data_time: 0.230, memory: 8350, top1_acc: 0.5234, top5_acc: 0.7589, loss_cls: 2.0847, loss: 2.0847, grad_norm: 5.1183 2020-10-01 11:25:25,504 - mmaction - INFO - Epoch [11][60/1997] lr: 7.500e-03, eta: 2 days, 4:35:08, time: 1.035, data_time: 0.241, memory: 8350, top1_acc: 0.5141, top5_acc: 0.7549, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.1103 2020-10-01 11:25:47,249 - mmaction - INFO - Epoch [11][80/1997] lr: 7.500e-03, eta: 2 days, 4:34:53, time: 1.088, data_time: 0.175, memory: 8350, top1_acc: 0.5164, top5_acc: 0.7565, loss_cls: 2.1357, loss: 2.1357, grad_norm: 5.2784 2020-10-01 11:26:08,752 - mmaction - INFO - Epoch [11][100/1997] lr: 7.500e-03, eta: 2 days, 4:34:36, time: 1.074, data_time: 0.013, memory: 8350, top1_acc: 0.5135, top5_acc: 0.7508, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.1763 2020-10-01 11:26:29,341 - mmaction - INFO - Epoch [11][120/1997] lr: 7.500e-03, eta: 2 days, 4:34:11, time: 1.031, data_time: 0.003, memory: 8350, top1_acc: 0.5161, top5_acc: 0.7612, loss_cls: 2.0917, loss: 2.0917, grad_norm: 5.2411 2020-10-01 11:26:50,599 - mmaction - INFO - Epoch [11][140/1997] lr: 7.500e-03, eta: 2 days, 4:33:51, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.5091, top5_acc: 0.7466, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.1247 2020-10-01 11:27:11,459 - mmaction - INFO - Epoch [11][160/1997] lr: 7.500e-03, eta: 2 days, 4:33:28, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5151, top5_acc: 0.7534, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.1780 2020-10-01 11:27:32,783 - mmaction - INFO - Epoch [11][180/1997] lr: 7.500e-03, eta: 2 days, 4:33:10, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5161, top5_acc: 0.7505, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.2062 2020-10-01 11:27:54,624 - mmaction - INFO - Epoch [11][200/1997] lr: 7.500e-03, eta: 2 days, 4:32:55, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.5328, top5_acc: 0.7615, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.0709 2020-10-01 11:28:16,202 - mmaction - INFO - Epoch [11][220/1997] lr: 7.500e-03, eta: 2 days, 4:32:39, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5315, top5_acc: 0.7586, loss_cls: 2.0664, loss: 2.0664, grad_norm: 5.0917 2020-10-01 11:28:39,270 - mmaction - INFO - Epoch [11][240/1997] lr: 7.500e-03, eta: 2 days, 4:32:35, time: 1.154, data_time: 0.002, memory: 8350, top1_acc: 0.5089, top5_acc: 0.7518, loss_cls: 2.1281, loss: 2.1281, grad_norm: 5.3020 2020-10-01 11:28:58,678 - mmaction - INFO - Epoch [11][260/1997] lr: 7.500e-03, eta: 2 days, 4:31:59, time: 0.970, data_time: 0.001, memory: 8350, top1_acc: 0.5232, top5_acc: 0.7599, loss_cls: 2.0849, loss: 2.0849, grad_norm: 5.0835 2020-10-01 11:29:20,043 - mmaction - INFO - Epoch [11][280/1997] lr: 7.500e-03, eta: 2 days, 4:31:41, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5253, top5_acc: 0.7617, loss_cls: 2.0684, loss: 2.0684, grad_norm: 5.0965 2020-10-01 11:29:40,588 - mmaction - INFO - Epoch [11][300/1997] lr: 7.500e-03, eta: 2 days, 4:31:15, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5091, top5_acc: 0.7474, loss_cls: 2.1396, loss: 2.1396, grad_norm: 5.2488 2020-10-01 11:30:01,534 - mmaction - INFO - Epoch [11][320/1997] lr: 7.500e-03, eta: 2 days, 4:30:53, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5159, top5_acc: 0.7469, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.2876 2020-10-01 11:30:23,251 - mmaction - INFO - Epoch [11][340/1997] lr: 7.500e-03, eta: 2 days, 4:30:38, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5227, top5_acc: 0.7646, loss_cls: 2.0871, loss: 2.0871, grad_norm: 5.2727 2020-10-01 11:30:42,908 - mmaction - INFO - Epoch [11][360/1997] lr: 7.500e-03, eta: 2 days, 4:30:04, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.5245, top5_acc: 0.7615, loss_cls: 2.0947, loss: 2.0947, grad_norm: 5.1999 2020-10-01 11:31:04,481 - mmaction - INFO - Epoch [11][380/1997] lr: 7.500e-03, eta: 2 days, 4:29:47, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.5120, top5_acc: 0.7552, loss_cls: 2.1086, loss: 2.1086, grad_norm: 5.2211 2020-10-01 11:31:25,243 - mmaction - INFO - Epoch [11][400/1997] lr: 7.500e-03, eta: 2 days, 4:29:23, time: 1.039, data_time: 0.003, memory: 8350, top1_acc: 0.5250, top5_acc: 0.7695, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.1410 2020-10-01 11:31:45,457 - mmaction - INFO - Epoch [11][420/1997] lr: 7.500e-03, eta: 2 days, 4:28:55, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5305, top5_acc: 0.7612, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.2392 2020-10-01 11:32:07,273 - mmaction - INFO - Epoch [11][440/1997] lr: 7.500e-03, eta: 2 days, 4:28:40, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5198, top5_acc: 0.7625, loss_cls: 2.0935, loss: 2.0935, grad_norm: 5.2352 2020-10-01 11:32:27,991 - mmaction - INFO - Epoch [11][460/1997] lr: 7.500e-03, eta: 2 days, 4:28:16, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5331, top5_acc: 0.7661, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.0371 2020-10-01 11:32:48,816 - mmaction - INFO - Epoch [11][480/1997] lr: 7.500e-03, eta: 2 days, 4:27:53, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5198, top5_acc: 0.7549, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.2220 2020-10-01 11:33:11,667 - mmaction - INFO - Epoch [11][500/1997] lr: 7.500e-03, eta: 2 days, 4:27:47, time: 1.142, data_time: 0.002, memory: 8350, top1_acc: 0.5148, top5_acc: 0.7583, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.2607 2020-10-01 11:33:31,361 - mmaction - INFO - Epoch [11][520/1997] lr: 7.500e-03, eta: 2 days, 4:27:14, time: 0.985, data_time: 0.002, memory: 8350, top1_acc: 0.5143, top5_acc: 0.7518, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.1502 2020-10-01 11:33:51,749 - mmaction - INFO - Epoch [11][540/1997] lr: 7.500e-03, eta: 2 days, 4:26:47, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5198, top5_acc: 0.7471, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.3089 2020-10-01 11:34:13,305 - mmaction - INFO - Epoch [11][560/1997] lr: 7.500e-03, eta: 2 days, 4:26:30, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.5281, top5_acc: 0.7604, loss_cls: 2.0840, loss: 2.0840, grad_norm: 5.1686 2020-10-01 11:34:33,498 - mmaction - INFO - Epoch [11][580/1997] lr: 7.500e-03, eta: 2 days, 4:26:01, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.5185, top5_acc: 0.7562, loss_cls: 2.1107, loss: 2.1107, grad_norm: 5.1121 2020-10-01 11:34:55,053 - mmaction - INFO - Epoch [11][600/1997] lr: 7.500e-03, eta: 2 days, 4:25:44, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.5240, top5_acc: 0.7648, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.1130 2020-10-01 11:35:17,529 - mmaction - INFO - Epoch [11][620/1997] lr: 7.500e-03, eta: 2 days, 4:25:36, time: 1.124, data_time: 0.002, memory: 8350, top1_acc: 0.5151, top5_acc: 0.7414, loss_cls: 2.1598, loss: 2.1598, grad_norm: 5.2173 2020-10-01 11:35:37,672 - mmaction - INFO - Epoch [11][640/1997] lr: 7.500e-03, eta: 2 days, 4:25:06, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.5190, top5_acc: 0.7591, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.2725 2020-10-01 11:35:58,672 - mmaction - INFO - Epoch [11][660/1997] lr: 7.500e-03, eta: 2 days, 4:24:45, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5216, top5_acc: 0.7620, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.1841 2020-10-01 11:36:20,274 - mmaction - INFO - Epoch [11][680/1997] lr: 7.500e-03, eta: 2 days, 4:24:28, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.5247, top5_acc: 0.7531, loss_cls: 2.0684, loss: 2.0684, grad_norm: 5.0506 2020-10-01 11:36:40,998 - mmaction - INFO - Epoch [11][700/1997] lr: 7.500e-03, eta: 2 days, 4:24:04, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5083, top5_acc: 0.7432, loss_cls: 2.2168, loss: 2.2168, grad_norm: 5.2996 2020-10-01 11:37:02,105 - mmaction - INFO - Epoch [11][720/1997] lr: 7.500e-03, eta: 2 days, 4:23:43, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.5331, top5_acc: 0.7664, loss_cls: 2.0508, loss: 2.0508, grad_norm: 5.0082 2020-10-01 11:37:23,239 - mmaction - INFO - Epoch [11][740/1997] lr: 7.500e-03, eta: 2 days, 4:23:23, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5263, top5_acc: 0.7625, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.0761 2020-10-01 11:37:44,523 - mmaction - INFO - Epoch [11][760/1997] lr: 7.500e-03, eta: 2 days, 4:23:03, time: 1.065, data_time: 0.003, memory: 8350, top1_acc: 0.5133, top5_acc: 0.7635, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.1330 2020-10-01 11:38:04,915 - mmaction - INFO - Epoch [11][780/1997] lr: 7.500e-03, eta: 2 days, 4:22:37, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5161, top5_acc: 0.7560, loss_cls: 2.0849, loss: 2.0849, grad_norm: 5.1394 2020-10-01 11:38:26,255 - mmaction - INFO - Epoch [11][800/1997] lr: 7.500e-03, eta: 2 days, 4:22:18, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5112, top5_acc: 0.7497, loss_cls: 2.1268, loss: 2.1268, grad_norm: 5.1685 2020-10-01 11:38:47,422 - mmaction - INFO - Epoch [11][820/1997] lr: 7.500e-03, eta: 2 days, 4:21:57, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5211, top5_acc: 0.7659, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.2235 2020-10-01 11:39:09,730 - mmaction - INFO - Epoch [11][840/1997] lr: 7.500e-03, eta: 2 days, 4:21:47, time: 1.115, data_time: 0.001, memory: 8350, top1_acc: 0.5281, top5_acc: 0.7693, loss_cls: 2.0731, loss: 2.0731, grad_norm: 5.2309 2020-10-01 11:39:29,660 - mmaction - INFO - Epoch [11][860/1997] lr: 7.500e-03, eta: 2 days, 4:21:16, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.5237, top5_acc: 0.7685, loss_cls: 2.0536, loss: 2.0536, grad_norm: 5.2159 2020-10-01 11:39:50,519 - mmaction - INFO - Epoch [11][880/1997] lr: 7.500e-03, eta: 2 days, 4:20:53, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5133, top5_acc: 0.7578, loss_cls: 2.0964, loss: 2.0964, grad_norm: 5.1731 2020-10-01 11:40:11,775 - mmaction - INFO - Epoch [11][900/1997] lr: 7.500e-03, eta: 2 days, 4:20:34, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5221, top5_acc: 0.7654, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.1682 2020-10-01 11:40:31,384 - mmaction - INFO - Epoch [11][920/1997] lr: 7.500e-03, eta: 2 days, 4:20:00, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.5214, top5_acc: 0.7565, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.2097 2020-10-01 11:40:53,608 - mmaction - INFO - Epoch [11][940/1997] lr: 7.500e-03, eta: 2 days, 4:19:49, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.5174, top5_acc: 0.7581, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.1983 2020-10-01 11:41:14,013 - mmaction - INFO - Epoch [11][960/1997] lr: 7.500e-03, eta: 2 days, 4:19:22, time: 1.021, data_time: 0.003, memory: 8350, top1_acc: 0.5234, top5_acc: 0.7534, loss_cls: 2.1137, loss: 2.1137, grad_norm: 5.1732 2020-10-01 11:41:36,153 - mmaction - INFO - Epoch [11][980/1997] lr: 7.500e-03, eta: 2 days, 4:19:10, time: 1.107, data_time: 0.003, memory: 8350, top1_acc: 0.5120, top5_acc: 0.7599, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.1928 2020-10-01 11:41:55,288 - mmaction - INFO - Epoch [11][1000/1997] lr: 7.500e-03, eta: 2 days, 4:18:32, time: 0.957, data_time: 0.002, memory: 8350, top1_acc: 0.5242, top5_acc: 0.7596, loss_cls: 2.1172, loss: 2.1172, grad_norm: 5.1797 2020-10-01 11:42:17,663 - mmaction - INFO - Epoch [11][1020/1997] lr: 7.500e-03, eta: 2 days, 4:18:22, time: 1.119, data_time: 0.002, memory: 8350, top1_acc: 0.5029, top5_acc: 0.7479, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.1884 2020-10-01 11:42:37,794 - mmaction - INFO - Epoch [11][1040/1997] lr: 7.500e-03, eta: 2 days, 4:17:53, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.5281, top5_acc: 0.7589, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.1427 2020-10-01 11:42:59,110 - mmaction - INFO - Epoch [11][1060/1997] lr: 7.500e-03, eta: 2 days, 4:17:34, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5167, top5_acc: 0.7576, loss_cls: 2.0975, loss: 2.0975, grad_norm: 5.1747 2020-10-01 11:43:20,947 - mmaction - INFO - Epoch [11][1080/1997] lr: 7.500e-03, eta: 2 days, 4:17:20, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.2072 2020-10-01 11:43:41,646 - mmaction - INFO - Epoch [11][1100/1997] lr: 7.500e-03, eta: 2 days, 4:16:56, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5201, top5_acc: 0.7518, loss_cls: 2.1085, loss: 2.1085, grad_norm: 5.1963 2020-10-01 11:44:01,967 - mmaction - INFO - Epoch [11][1120/1997] lr: 7.500e-03, eta: 2 days, 4:16:28, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.5073, top5_acc: 0.7615, loss_cls: 2.1272, loss: 2.1272, grad_norm: 5.2352 2020-10-01 11:44:23,135 - mmaction - INFO - Epoch [11][1140/1997] lr: 7.500e-03, eta: 2 days, 4:16:08, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5115, top5_acc: 0.7531, loss_cls: 2.1240, loss: 2.1240, grad_norm: 5.1332 2020-10-01 11:44:44,177 - mmaction - INFO - Epoch [11][1160/1997] lr: 7.500e-03, eta: 2 days, 4:15:46, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.5208, top5_acc: 0.7573, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.1761 2020-10-01 11:45:04,670 - mmaction - INFO - Epoch [11][1180/1997] lr: 7.500e-03, eta: 2 days, 4:15:20, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.5185, top5_acc: 0.7500, loss_cls: 2.0952, loss: 2.0952, grad_norm: 5.2682 2020-10-01 11:45:26,124 - mmaction - INFO - Epoch [11][1200/1997] lr: 7.500e-03, eta: 2 days, 4:15:03, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5107, top5_acc: 0.7544, loss_cls: 2.1173, loss: 2.1173, grad_norm: 5.2503 2020-10-01 11:45:46,770 - mmaction - INFO - Epoch [11][1220/1997] lr: 7.500e-03, eta: 2 days, 4:14:38, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1268, loss: 2.1268, grad_norm: 5.2903 2020-10-01 11:46:07,497 - mmaction - INFO - Epoch [11][1240/1997] lr: 7.500e-03, eta: 2 days, 4:14:14, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.5018, top5_acc: 0.7549, loss_cls: 2.1595, loss: 2.1595, grad_norm: 5.1977 2020-10-01 11:46:28,285 - mmaction - INFO - Epoch [11][1260/1997] lr: 7.500e-03, eta: 2 days, 4:13:50, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.5214, top5_acc: 0.7641, loss_cls: 2.0985, loss: 2.0985, grad_norm: 5.2099 2020-10-01 11:46:50,359 - mmaction - INFO - Epoch [11][1280/1997] lr: 7.500e-03, eta: 2 days, 4:13:38, time: 1.105, data_time: 0.003, memory: 8350, top1_acc: 0.5062, top5_acc: 0.7427, loss_cls: 2.1544, loss: 2.1544, grad_norm: 5.2285 2020-10-01 11:47:11,717 - mmaction - INFO - Epoch [11][1300/1997] lr: 7.500e-03, eta: 2 days, 4:13:19, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5326, top5_acc: 0.7674, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.1773 2020-10-01 11:47:31,546 - mmaction - INFO - Epoch [11][1320/1997] lr: 7.500e-03, eta: 2 days, 4:12:48, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.5112, top5_acc: 0.7542, loss_cls: 2.1214, loss: 2.1214, grad_norm: 5.2321 2020-10-01 11:47:52,739 - mmaction - INFO - Epoch [11][1340/1997] lr: 7.500e-03, eta: 2 days, 4:12:28, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5049, top5_acc: 0.7424, loss_cls: 2.1500, loss: 2.1500, grad_norm: 5.2123 2020-10-01 11:48:13,514 - mmaction - INFO - Epoch [11][1360/1997] lr: 7.500e-03, eta: 2 days, 4:12:04, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5130, top5_acc: 0.7419, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.1359 2020-10-01 11:48:33,981 - mmaction - INFO - Epoch [11][1380/1997] lr: 7.500e-03, eta: 2 days, 4:11:38, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.1948 2020-10-01 11:48:54,898 - mmaction - INFO - Epoch [11][1400/1997] lr: 7.500e-03, eta: 2 days, 4:11:16, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5203, top5_acc: 0.7698, loss_cls: 2.0681, loss: 2.0681, grad_norm: 5.1587 2020-10-01 11:49:16,152 - mmaction - INFO - Epoch [11][1420/1997] lr: 7.500e-03, eta: 2 days, 4:10:56, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5154, top5_acc: 0.7526, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.1917 2020-10-01 11:49:37,755 - mmaction - INFO - Epoch [11][1440/1997] lr: 7.500e-03, eta: 2 days, 4:10:39, time: 1.081, data_time: 0.003, memory: 8350, top1_acc: 0.5102, top5_acc: 0.7503, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.1926 2020-10-01 11:49:59,133 - mmaction - INFO - Epoch [11][1460/1997] lr: 7.500e-03, eta: 2 days, 4:10:21, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5182, top5_acc: 0.7646, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.1566 2020-10-01 11:50:19,328 - mmaction - INFO - Epoch [11][1480/1997] lr: 7.500e-03, eta: 2 days, 4:09:53, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5260, top5_acc: 0.7547, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.1287 2020-10-01 11:50:41,518 - mmaction - INFO - Epoch [11][1500/1997] lr: 7.500e-03, eta: 2 days, 4:09:41, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.5117, top5_acc: 0.7586, loss_cls: 2.1062, loss: 2.1062, grad_norm: 5.2738 2020-10-01 11:51:03,074 - mmaction - INFO - Epoch [11][1520/1997] lr: 7.500e-03, eta: 2 days, 4:09:24, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5203, top5_acc: 0.7534, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.1781 2020-10-01 11:51:22,653 - mmaction - INFO - Epoch [11][1540/1997] lr: 7.500e-03, eta: 2 days, 4:08:50, time: 0.978, data_time: 0.002, memory: 8350, top1_acc: 0.5292, top5_acc: 0.7544, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.0885 2020-10-01 11:51:42,907 - mmaction - INFO - Epoch [11][1560/1997] lr: 7.500e-03, eta: 2 days, 4:08:22, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5115, top5_acc: 0.7461, loss_cls: 2.1481, loss: 2.1481, grad_norm: 5.2846 2020-10-01 11:52:03,585 - mmaction - INFO - Epoch [11][1580/1997] lr: 7.500e-03, eta: 2 days, 4:07:58, time: 1.034, data_time: 0.006, memory: 8350, top1_acc: 0.4914, top5_acc: 0.7393, loss_cls: 2.2500, loss: 2.2500, grad_norm: 5.3783 2020-10-01 11:52:25,001 - mmaction - INFO - Epoch [11][1600/1997] lr: 7.500e-03, eta: 2 days, 4:07:40, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5156, top5_acc: 0.7589, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.1912 2020-10-01 11:52:45,571 - mmaction - INFO - Epoch [11][1620/1997] lr: 7.500e-03, eta: 2 days, 4:07:15, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5237, top5_acc: 0.7570, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.1474 2020-10-01 11:53:06,478 - mmaction - INFO - Epoch [11][1640/1997] lr: 7.500e-03, eta: 2 days, 4:06:52, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.5375, top5_acc: 0.7651, loss_cls: 2.0588, loss: 2.0588, grad_norm: 5.1455 2020-10-01 11:53:27,162 - mmaction - INFO - Epoch [11][1660/1997] lr: 7.500e-03, eta: 2 days, 4:06:28, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.5190, top5_acc: 0.7487, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.2318 2020-10-01 11:53:48,820 - mmaction - INFO - Epoch [11][1680/1997] lr: 7.500e-03, eta: 2 days, 4:06:12, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5065, top5_acc: 0.7477, loss_cls: 2.1474, loss: 2.1474, grad_norm: 5.2569 2020-10-01 11:54:11,384 - mmaction - INFO - Epoch [11][1700/1997] lr: 7.500e-03, eta: 2 days, 4:06:03, time: 1.129, data_time: 0.002, memory: 8350, top1_acc: 0.5219, top5_acc: 0.7651, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.1865 2020-10-01 11:54:31,414 - mmaction - INFO - Epoch [11][1720/1997] lr: 7.500e-03, eta: 2 days, 4:05:33, time: 1.001, data_time: 0.001, memory: 8350, top1_acc: 0.5177, top5_acc: 0.7531, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.2700 2020-10-01 11:54:52,329 - mmaction - INFO - Epoch [11][1740/1997] lr: 7.500e-03, eta: 2 days, 4:05:11, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5216, top5_acc: 0.7628, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.1308 2020-10-01 11:55:12,867 - mmaction - INFO - Epoch [11][1760/1997] lr: 7.500e-03, eta: 2 days, 4:04:46, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5120, top5_acc: 0.7549, loss_cls: 2.0985, loss: 2.0985, grad_norm: 5.2406 2020-10-01 11:55:33,632 - mmaction - INFO - Epoch [11][1780/1997] lr: 7.500e-03, eta: 2 days, 4:04:22, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5221, top5_acc: 0.7615, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.1298 2020-10-01 11:55:55,416 - mmaction - INFO - Epoch [11][1800/1997] lr: 7.500e-03, eta: 2 days, 4:04:07, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5151, top5_acc: 0.7529, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.1251 2020-10-01 11:56:16,806 - mmaction - INFO - Epoch [11][1820/1997] lr: 7.500e-03, eta: 2 days, 4:03:48, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5161, top5_acc: 0.7562, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.0969 2020-10-01 11:56:37,220 - mmaction - INFO - Epoch [11][1840/1997] lr: 7.500e-03, eta: 2 days, 4:03:22, time: 1.021, data_time: 0.003, memory: 8350, top1_acc: 0.5273, top5_acc: 0.7576, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.1091 2020-10-01 11:56:59,495 - mmaction - INFO - Epoch [11][1860/1997] lr: 7.500e-03, eta: 2 days, 4:03:11, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.5393, top5_acc: 0.7745, loss_cls: 1.9766, loss: 1.9766, grad_norm: 5.1420 2020-10-01 11:57:21,206 - mmaction - INFO - Epoch [11][1880/1997] lr: 7.500e-03, eta: 2 days, 4:02:55, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5227, top5_acc: 0.7617, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.1660 2020-10-01 11:57:40,431 - mmaction - INFO - Epoch [11][1900/1997] lr: 7.500e-03, eta: 2 days, 4:02:19, time: 0.960, data_time: 0.002, memory: 8350, top1_acc: 0.5193, top5_acc: 0.7630, loss_cls: 2.0952, loss: 2.0952, grad_norm: 5.2998 2020-10-01 11:58:01,591 - mmaction - INFO - Epoch [11][1920/1997] lr: 7.500e-03, eta: 2 days, 4:01:58, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.5234, top5_acc: 0.7706, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.1264 2020-10-01 11:58:22,508 - mmaction - INFO - Epoch [11][1940/1997] lr: 7.500e-03, eta: 2 days, 4:01:36, time: 1.047, data_time: 0.003, memory: 8350, top1_acc: 0.5195, top5_acc: 0.7641, loss_cls: 2.0901, loss: 2.0901, grad_norm: 5.2435 2020-10-01 11:58:43,844 - mmaction - INFO - Epoch [11][1960/1997] lr: 7.500e-03, eta: 2 days, 4:01:17, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5151, top5_acc: 0.7547, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.2606 2020-10-01 11:59:04,683 - mmaction - INFO - Epoch [11][1980/1997] lr: 7.500e-03, eta: 2 days, 4:00:54, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.1224, loss: 2.1224, grad_norm: 5.2871 2020-10-01 11:59:23,206 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-10-01 12:00:09,203 - mmaction - INFO - Epoch [12][20/1997] lr: 7.500e-03, eta: 2 days, 4:01:05, time: 2.254, data_time: 1.283, memory: 8350, top1_acc: 0.5187, top5_acc: 0.7680, loss_cls: 2.0534, loss: 2.0534, grad_norm: 5.0799 2020-10-01 12:00:30,592 - mmaction - INFO - Epoch [12][40/1997] lr: 7.500e-03, eta: 2 days, 4:00:46, time: 1.068, data_time: 0.003, memory: 8350, top1_acc: 0.5289, top5_acc: 0.7667, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.0428 2020-10-01 12:00:51,636 - mmaction - INFO - Epoch [12][60/1997] lr: 7.500e-03, eta: 2 days, 4:00:25, time: 1.054, data_time: 0.003, memory: 8350, top1_acc: 0.5414, top5_acc: 0.7747, loss_cls: 1.9722, loss: 1.9722, grad_norm: 4.9828 2020-10-01 12:01:11,570 - mmaction - INFO - Epoch [12][80/1997] lr: 7.500e-03, eta: 2 days, 3:59:54, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.0735 2020-10-01 12:01:33,342 - mmaction - INFO - Epoch [12][100/1997] lr: 7.500e-03, eta: 2 days, 3:59:39, time: 1.089, data_time: 0.003, memory: 8350, top1_acc: 0.5135, top5_acc: 0.7617, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.1776 2020-10-01 12:01:53,734 - mmaction - INFO - Epoch [12][120/1997] lr: 7.500e-03, eta: 2 days, 3:59:12, time: 1.020, data_time: 0.003, memory: 8350, top1_acc: 0.5271, top5_acc: 0.7698, loss_cls: 2.0314, loss: 2.0314, grad_norm: 5.1463 2020-10-01 12:02:14,558 - mmaction - INFO - Epoch [12][140/1997] lr: 7.500e-03, eta: 2 days, 3:58:49, time: 1.040, data_time: 0.024, memory: 8350, top1_acc: 0.5174, top5_acc: 0.7596, loss_cls: 2.0888, loss: 2.0888, grad_norm: 5.1991 2020-10-01 12:02:35,949 - mmaction - INFO - Epoch [12][160/1997] lr: 7.500e-03, eta: 2 days, 3:58:31, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.5318, top5_acc: 0.7878, loss_cls: 1.9728, loss: 1.9728, grad_norm: 5.0649 2020-10-01 12:02:57,007 - mmaction - INFO - Epoch [12][180/1997] lr: 7.500e-03, eta: 2 days, 3:58:10, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.5182, top5_acc: 0.7529, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.1151 2020-10-01 12:03:18,488 - mmaction - INFO - Epoch [12][200/1997] lr: 7.500e-03, eta: 2 days, 3:57:52, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.1141, loss: 2.1141, grad_norm: 5.1955 2020-10-01 12:03:38,354 - mmaction - INFO - Epoch [12][220/1997] lr: 7.500e-03, eta: 2 days, 3:57:21, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.1844 2020-10-01 12:04:00,268 - mmaction - INFO - Epoch [12][240/1997] lr: 7.500e-03, eta: 2 days, 3:57:07, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5456, top5_acc: 0.7737, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.0597 2020-10-01 12:04:20,472 - mmaction - INFO - Epoch [12][260/1997] lr: 7.500e-03, eta: 2 days, 3:56:39, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.5320, top5_acc: 0.7576, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.1928 2020-10-01 12:04:42,513 - mmaction - INFO - Epoch [12][280/1997] lr: 7.500e-03, eta: 2 days, 3:56:25, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.5133, top5_acc: 0.7560, loss_cls: 2.0728, loss: 2.0728, grad_norm: 5.2401 2020-10-01 12:05:03,376 - mmaction - INFO - Epoch [12][300/1997] lr: 7.500e-03, eta: 2 days, 3:56:03, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.5234, top5_acc: 0.7677, loss_cls: 2.0638, loss: 2.0638, grad_norm: 5.1501 2020-10-01 12:05:23,413 - mmaction - INFO - Epoch [12][320/1997] lr: 7.500e-03, eta: 2 days, 3:55:33, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.5193, top5_acc: 0.7578, loss_cls: 2.0948, loss: 2.0948, grad_norm: 5.1402 2020-10-01 12:05:43,925 - mmaction - INFO - Epoch [12][340/1997] lr: 7.500e-03, eta: 2 days, 3:55:08, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5279, top5_acc: 0.7703, loss_cls: 2.0105, loss: 2.0105, grad_norm: 5.0777 2020-10-01 12:06:04,597 - mmaction - INFO - Epoch [12][360/1997] lr: 7.500e-03, eta: 2 days, 3:54:44, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.5336, top5_acc: 0.7677, loss_cls: 2.0313, loss: 2.0313, grad_norm: 5.1706 2020-10-01 12:06:25,619 - mmaction - INFO - Epoch [12][380/1997] lr: 7.500e-03, eta: 2 days, 3:54:22, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.5182, top5_acc: 0.7589, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.2610 2020-10-01 12:06:46,657 - mmaction - INFO - Epoch [12][400/1997] lr: 7.500e-03, eta: 2 days, 3:54:01, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.5138, top5_acc: 0.7591, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.2300 2020-10-01 12:07:07,900 - mmaction - INFO - Epoch [12][420/1997] lr: 7.500e-03, eta: 2 days, 3:53:41, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.5357, top5_acc: 0.7659, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.0865 2020-10-01 12:07:29,081 - mmaction - INFO - Epoch [12][440/1997] lr: 7.500e-03, eta: 2 days, 3:53:21, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5260, top5_acc: 0.7625, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.1906 2020-10-01 12:07:50,811 - mmaction - INFO - Epoch [12][460/1997] lr: 7.500e-03, eta: 2 days, 3:53:05, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.5190, top5_acc: 0.7617, loss_cls: 2.0898, loss: 2.0898, grad_norm: 5.2126 2020-10-01 12:08:12,189 - mmaction - INFO - Epoch [12][480/1997] lr: 7.500e-03, eta: 2 days, 3:52:46, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5432, top5_acc: 0.7685, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.2040 2020-10-01 12:08:31,524 - mmaction - INFO - Epoch [12][500/1997] lr: 7.500e-03, eta: 2 days, 3:52:11, time: 0.966, data_time: 0.002, memory: 8350, top1_acc: 0.5117, top5_acc: 0.7560, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.3247 2020-10-01 12:08:52,246 - mmaction - INFO - Epoch [12][520/1997] lr: 7.500e-03, eta: 2 days, 3:51:48, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.5172, top5_acc: 0.7565, loss_cls: 2.1274, loss: 2.1274, grad_norm: 5.2610 2020-10-01 12:09:13,742 - mmaction - INFO - Epoch [12][540/1997] lr: 7.500e-03, eta: 2 days, 3:51:30, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.5203, top5_acc: 0.7669, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.2513 2020-10-01 12:09:34,036 - mmaction - INFO - Epoch [12][560/1997] lr: 7.500e-03, eta: 2 days, 3:51:03, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.5320, top5_acc: 0.7672, loss_cls: 2.0442, loss: 2.0442, grad_norm: 5.1897 2020-10-01 12:09:54,476 - mmaction - INFO - Epoch [12][580/1997] lr: 7.500e-03, eta: 2 days, 3:50:37, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.5169, top5_acc: 0.7570, loss_cls: 2.1065, loss: 2.1065, grad_norm: 5.2556 2020-10-01 12:10:15,151 - mmaction - INFO - Epoch [12][600/1997] lr: 7.500e-03, eta: 2 days, 3:50:12, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5201, top5_acc: 0.7552, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.2630 2020-10-01 12:10:35,974 - mmaction - INFO - Epoch [12][620/1997] lr: 7.500e-03, eta: 2 days, 3:49:49, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5294, top5_acc: 0.7547, loss_cls: 2.0782, loss: 2.0782, grad_norm: 5.1633 2020-10-01 12:10:58,697 - mmaction - INFO - Epoch [12][640/1997] lr: 7.500e-03, eta: 2 days, 3:49:41, time: 1.136, data_time: 0.002, memory: 8350, top1_acc: 0.5266, top5_acc: 0.7620, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.2244 2020-10-01 12:11:17,609 - mmaction - INFO - Epoch [12][660/1997] lr: 7.500e-03, eta: 2 days, 3:49:03, time: 0.947, data_time: 0.003, memory: 8350, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.2947 2020-10-01 12:11:39,263 - mmaction - INFO - Epoch [12][680/1997] lr: 7.500e-03, eta: 2 days, 3:48:47, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5198, top5_acc: 0.7625, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.1965 2020-10-01 12:12:01,152 - mmaction - INFO - Epoch [12][700/1997] lr: 7.500e-03, eta: 2 days, 3:48:32, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.5154, top5_acc: 0.7529, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.2547 2020-10-01 12:12:21,850 - mmaction - INFO - Epoch [12][720/1997] lr: 7.500e-03, eta: 2 days, 3:48:08, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.5279, top5_acc: 0.7630, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.1233 2020-10-01 12:12:42,956 - mmaction - INFO - Epoch [12][740/1997] lr: 7.500e-03, eta: 2 days, 3:47:47, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5083, top5_acc: 0.7591, loss_cls: 2.0948, loss: 2.0948, grad_norm: 5.1563 2020-10-01 12:13:04,019 - mmaction - INFO - Epoch [12][760/1997] lr: 7.500e-03, eta: 2 days, 3:47:26, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5352, top5_acc: 0.7638, loss_cls: 2.0638, loss: 2.0638, grad_norm: 5.1576 2020-10-01 12:13:24,615 - mmaction - INFO - Epoch [12][780/1997] lr: 7.500e-03, eta: 2 days, 3:47:01, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5263, top5_acc: 0.7573, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.1804 2020-10-01 12:13:46,255 - mmaction - INFO - Epoch [12][800/1997] lr: 7.500e-03, eta: 2 days, 3:46:45, time: 1.084, data_time: 0.004, memory: 8350, top1_acc: 0.5159, top5_acc: 0.7547, loss_cls: 2.1098, loss: 2.1098, grad_norm: 5.2148 2020-10-01 12:14:06,900 - mmaction - INFO - Epoch [12][820/1997] lr: 7.500e-03, eta: 2 days, 3:46:20, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5237, top5_acc: 0.7536, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.2064 2020-10-01 12:14:26,499 - mmaction - INFO - Epoch [12][840/1997] lr: 7.500e-03, eta: 2 days, 3:45:48, time: 0.980, data_time: 0.002, memory: 8350, top1_acc: 0.5268, top5_acc: 0.7664, loss_cls: 2.0513, loss: 2.0513, grad_norm: 5.1304 2020-10-01 12:14:47,974 - mmaction - INFO - Epoch [12][860/1997] lr: 7.500e-03, eta: 2 days, 3:45:30, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5232, top5_acc: 0.7674, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.2095 2020-10-01 12:15:08,801 - mmaction - INFO - Epoch [12][880/1997] lr: 7.500e-03, eta: 2 days, 3:45:07, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5193, top5_acc: 0.7586, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.2007 2020-10-01 12:15:30,590 - mmaction - INFO - Epoch [12][900/1997] lr: 7.500e-03, eta: 2 days, 3:44:52, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5159, top5_acc: 0.7547, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.1759 2020-10-01 12:15:50,514 - mmaction - INFO - Epoch [12][920/1997] lr: 7.500e-03, eta: 2 days, 3:44:22, time: 0.996, data_time: 0.001, memory: 8350, top1_acc: 0.5310, top5_acc: 0.7682, loss_cls: 2.0687, loss: 2.0687, grad_norm: 5.2391 2020-10-01 12:16:11,117 - mmaction - INFO - Epoch [12][940/1997] lr: 7.500e-03, eta: 2 days, 3:43:57, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5232, top5_acc: 0.7651, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.1886 2020-10-01 12:16:32,831 - mmaction - INFO - Epoch [12][960/1997] lr: 7.500e-03, eta: 2 days, 3:43:41, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5062, top5_acc: 0.7542, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.2582 2020-10-01 12:16:52,823 - mmaction - INFO - Epoch [12][980/1997] lr: 7.500e-03, eta: 2 days, 3:43:11, time: 1.000, data_time: 0.003, memory: 8350, top1_acc: 0.5299, top5_acc: 0.7714, loss_cls: 1.9947, loss: 1.9947, grad_norm: 5.0198 2020-10-01 12:17:13,356 - mmaction - INFO - Epoch [12][1000/1997] lr: 7.500e-03, eta: 2 days, 3:42:46, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5258, top5_acc: 0.7667, loss_cls: 2.0536, loss: 2.0536, grad_norm: 5.1462 2020-10-01 12:17:35,939 - mmaction - INFO - Epoch [12][1020/1997] lr: 7.500e-03, eta: 2 days, 3:42:37, time: 1.129, data_time: 0.003, memory: 8350, top1_acc: 0.5367, top5_acc: 0.7714, loss_cls: 2.0222, loss: 2.0222, grad_norm: 5.1426 2020-10-01 12:17:55,818 - mmaction - INFO - Epoch [12][1040/1997] lr: 7.500e-03, eta: 2 days, 3:42:07, time: 0.994, data_time: 0.001, memory: 8350, top1_acc: 0.5214, top5_acc: 0.7570, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.3238 2020-10-01 12:18:17,398 - mmaction - INFO - Epoch [12][1060/1997] lr: 7.500e-03, eta: 2 days, 3:41:50, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5422, top5_acc: 0.7742, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.1462 2020-10-01 12:18:38,206 - mmaction - INFO - Epoch [12][1080/1997] lr: 7.500e-03, eta: 2 days, 3:41:26, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5253, top5_acc: 0.7682, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.2556 2020-10-01 12:19:00,078 - mmaction - INFO - Epoch [12][1100/1997] lr: 7.500e-03, eta: 2 days, 3:41:12, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.5148, top5_acc: 0.7440, loss_cls: 2.1296, loss: 2.1296, grad_norm: 5.2651 2020-10-01 12:19:20,972 - mmaction - INFO - Epoch [12][1120/1997] lr: 7.500e-03, eta: 2 days, 3:40:49, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5380, top5_acc: 0.7612, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.0799 2020-10-01 12:19:41,160 - mmaction - INFO - Epoch [12][1140/1997] lr: 7.500e-03, eta: 2 days, 3:40:21, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.1479 2020-10-01 12:20:02,883 - mmaction - INFO - Epoch [12][1160/1997] lr: 7.500e-03, eta: 2 days, 3:40:05, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.5242, top5_acc: 0.7747, loss_cls: 2.0552, loss: 2.0552, grad_norm: 5.1691 2020-10-01 12:20:24,521 - mmaction - INFO - Epoch [12][1180/1997] lr: 7.500e-03, eta: 2 days, 3:39:49, time: 1.083, data_time: 0.003, memory: 8350, top1_acc: 0.5182, top5_acc: 0.7557, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.2920 2020-10-01 12:20:46,197 - mmaction - INFO - Epoch [12][1200/1997] lr: 7.500e-03, eta: 2 days, 3:39:32, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5299, top5_acc: 0.7664, loss_cls: 2.0378, loss: 2.0378, grad_norm: 5.1738 2020-10-01 12:21:05,204 - mmaction - INFO - Epoch [12][1220/1997] lr: 7.500e-03, eta: 2 days, 3:38:55, time: 0.951, data_time: 0.001, memory: 8350, top1_acc: 0.5216, top5_acc: 0.7565, loss_cls: 2.0930, loss: 2.0930, grad_norm: 5.1759 2020-10-01 12:21:26,063 - mmaction - INFO - Epoch [12][1240/1997] lr: 7.500e-03, eta: 2 days, 3:38:33, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.5328, top5_acc: 0.7682, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.1096 2020-10-01 12:21:47,408 - mmaction - INFO - Epoch [12][1260/1997] lr: 7.500e-03, eta: 2 days, 3:38:14, time: 1.067, data_time: 0.012, memory: 8350, top1_acc: 0.5120, top5_acc: 0.7539, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.1750 2020-10-01 12:22:09,212 - mmaction - INFO - Epoch [12][1280/1997] lr: 7.500e-03, eta: 2 days, 3:37:58, time: 1.090, data_time: 0.001, memory: 8350, top1_acc: 0.5349, top5_acc: 0.7674, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.2190 2020-10-01 12:22:29,944 - mmaction - INFO - Epoch [12][1300/1997] lr: 7.500e-03, eta: 2 days, 3:37:35, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.5378, top5_acc: 0.7656, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.0565 2020-10-01 12:22:50,483 - mmaction - INFO - Epoch [12][1320/1997] lr: 7.500e-03, eta: 2 days, 3:37:09, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.1994 2020-10-01 12:23:11,962 - mmaction - INFO - Epoch [12][1340/1997] lr: 7.500e-03, eta: 2 days, 3:36:52, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5263, top5_acc: 0.7656, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.2059 2020-10-01 12:23:32,032 - mmaction - INFO - Epoch [12][1360/1997] lr: 7.500e-03, eta: 2 days, 3:36:23, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5159, top5_acc: 0.7523, loss_cls: 2.1085, loss: 2.1085, grad_norm: 5.2489 2020-10-01 12:23:52,808 - mmaction - INFO - Epoch [12][1380/1997] lr: 7.500e-03, eta: 2 days, 3:36:00, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.5279, top5_acc: 0.7583, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.1411 2020-10-01 12:24:13,747 - mmaction - INFO - Epoch [12][1400/1997] lr: 7.500e-03, eta: 2 days, 3:35:38, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5326, top5_acc: 0.7669, loss_cls: 2.0704, loss: 2.0704, grad_norm: 5.2282 2020-10-01 12:24:34,106 - mmaction - INFO - Epoch [12][1420/1997] lr: 7.500e-03, eta: 2 days, 3:35:11, time: 1.018, data_time: 0.010, memory: 8350, top1_acc: 0.5268, top5_acc: 0.7609, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.2258 2020-10-01 12:24:55,322 - mmaction - INFO - Epoch [12][1440/1997] lr: 7.500e-03, eta: 2 days, 3:34:51, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.5214, top5_acc: 0.7573, loss_cls: 2.0724, loss: 2.0724, grad_norm: 5.2435 2020-10-01 12:25:17,289 - mmaction - INFO - Epoch [12][1460/1997] lr: 7.500e-03, eta: 2 days, 3:34:37, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.5305, top5_acc: 0.7542, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.1810 2020-10-01 12:25:38,295 - mmaction - INFO - Epoch [12][1480/1997] lr: 7.500e-03, eta: 2 days, 3:34:16, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5253, top5_acc: 0.7581, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.1429 2020-10-01 12:25:58,776 - mmaction - INFO - Epoch [12][1500/1997] lr: 7.500e-03, eta: 2 days, 3:33:50, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.5029, top5_acc: 0.7536, loss_cls: 2.1413, loss: 2.1413, grad_norm: 5.2783 2020-10-01 12:26:19,212 - mmaction - INFO - Epoch [12][1520/1997] lr: 7.500e-03, eta: 2 days, 3:33:24, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5198, top5_acc: 0.7643, loss_cls: 2.0767, loss: 2.0767, grad_norm: 5.2258 2020-10-01 12:26:41,102 - mmaction - INFO - Epoch [12][1540/1997] lr: 7.500e-03, eta: 2 days, 3:33:09, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.5266, top5_acc: 0.7573, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.2366 2020-10-01 12:27:00,422 - mmaction - INFO - Epoch [12][1560/1997] lr: 7.500e-03, eta: 2 days, 3:32:35, time: 0.964, data_time: 0.001, memory: 8350, top1_acc: 0.5279, top5_acc: 0.7612, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.2030 2020-10-01 12:27:22,916 - mmaction - INFO - Epoch [12][1580/1997] lr: 7.500e-03, eta: 2 days, 3:32:25, time: 1.125, data_time: 0.003, memory: 8350, top1_acc: 0.5115, top5_acc: 0.7622, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.2035 2020-10-01 12:27:42,426 - mmaction - INFO - Epoch [12][1600/1997] lr: 7.500e-03, eta: 2 days, 3:31:52, time: 0.976, data_time: 0.003, memory: 8350, top1_acc: 0.5289, top5_acc: 0.7596, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.1501 2020-10-01 12:28:03,643 - mmaction - INFO - Epoch [12][1620/1997] lr: 7.500e-03, eta: 2 days, 3:31:32, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.5263, top5_acc: 0.7641, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.1334 2020-10-01 12:28:24,545 - mmaction - INFO - Epoch [12][1640/1997] lr: 7.500e-03, eta: 2 days, 3:31:10, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5245, top5_acc: 0.7656, loss_cls: 2.0874, loss: 2.0874, grad_norm: 5.2113 2020-10-01 12:28:46,465 - mmaction - INFO - Epoch [12][1660/1997] lr: 7.500e-03, eta: 2 days, 3:30:55, time: 1.095, data_time: 0.003, memory: 8350, top1_acc: 0.5128, top5_acc: 0.7578, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.2493 2020-10-01 12:29:07,122 - mmaction - INFO - Epoch [12][1680/1997] lr: 7.500e-03, eta: 2 days, 3:30:31, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.5339, top5_acc: 0.7716, loss_cls: 2.0225, loss: 2.0225, grad_norm: 5.1017 2020-10-01 12:29:28,350 - mmaction - INFO - Epoch [12][1700/1997] lr: 7.500e-03, eta: 2 days, 3:30:11, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5159, top5_acc: 0.7508, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.1922 2020-10-01 12:29:49,009 - mmaction - INFO - Epoch [12][1720/1997] lr: 7.500e-03, eta: 2 days, 3:29:47, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5141, top5_acc: 0.7708, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.2785 2020-10-01 12:30:10,843 - mmaction - INFO - Epoch [12][1740/1997] lr: 7.500e-03, eta: 2 days, 3:29:32, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.5122, top5_acc: 0.7570, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.2320 2020-10-01 12:30:32,038 - mmaction - INFO - Epoch [12][1760/1997] lr: 7.500e-03, eta: 2 days, 3:29:12, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1460, loss: 2.1460, grad_norm: 5.2516 2020-10-01 12:30:52,088 - mmaction - INFO - Epoch [12][1780/1997] lr: 7.500e-03, eta: 2 days, 3:28:43, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.5190, top5_acc: 0.7651, loss_cls: 2.0836, loss: 2.0836, grad_norm: 5.2467 2020-10-01 12:31:14,865 - mmaction - INFO - Epoch [12][1800/1997] lr: 7.500e-03, eta: 2 days, 3:28:35, time: 1.139, data_time: 0.002, memory: 8350, top1_acc: 0.5328, top5_acc: 0.7581, loss_cls: 2.0480, loss: 2.0480, grad_norm: 5.0609 2020-10-01 12:31:34,219 - mmaction - INFO - Epoch [12][1820/1997] lr: 7.500e-03, eta: 2 days, 3:28:01, time: 0.968, data_time: 0.002, memory: 8350, top1_acc: 0.5237, top5_acc: 0.7680, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.2797 2020-10-01 12:31:55,480 - mmaction - INFO - Epoch [12][1840/1997] lr: 7.500e-03, eta: 2 days, 3:27:41, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5326, top5_acc: 0.7693, loss_cls: 2.0324, loss: 2.0324, grad_norm: 5.2119 2020-10-01 12:32:17,022 - mmaction - INFO - Epoch [12][1860/1997] lr: 7.500e-03, eta: 2 days, 3:27:24, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5201, top5_acc: 0.7560, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.2469 2020-10-01 12:32:36,764 - mmaction - INFO - Epoch [12][1880/1997] lr: 7.500e-03, eta: 2 days, 3:26:53, time: 0.988, data_time: 0.003, memory: 8350, top1_acc: 0.5224, top5_acc: 0.7615, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.2301 2020-10-01 12:32:57,417 - mmaction - INFO - Epoch [12][1900/1997] lr: 7.500e-03, eta: 2 days, 3:26:29, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5237, top5_acc: 0.7622, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.1612 2020-10-01 12:33:18,786 - mmaction - INFO - Epoch [12][1920/1997] lr: 7.500e-03, eta: 2 days, 3:26:10, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5245, top5_acc: 0.7591, loss_cls: 2.0769, loss: 2.0769, grad_norm: 5.2277 2020-10-01 12:33:39,365 - mmaction - INFO - Epoch [12][1940/1997] lr: 7.500e-03, eta: 2 days, 3:25:45, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5349, top5_acc: 0.7651, loss_cls: 2.0616, loss: 2.0616, grad_norm: 5.2175 2020-10-01 12:34:00,166 - mmaction - INFO - Epoch [12][1960/1997] lr: 7.500e-03, eta: 2 days, 3:25:22, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.5122, top5_acc: 0.7474, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.2033 2020-10-01 12:34:20,812 - mmaction - INFO - Epoch [12][1980/1997] lr: 7.500e-03, eta: 2 days, 3:24:58, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5161, top5_acc: 0.7576, loss_cls: 2.0858, loss: 2.0858, grad_norm: 5.1352 2020-10-01 12:34:40,072 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-10-01 12:35:29,045 - mmaction - INFO - Epoch [13][20/1997] lr: 7.500e-03, eta: 2 days, 3:25:30, time: 2.432, data_time: 1.172, memory: 8350, top1_acc: 0.5367, top5_acc: 0.7674, loss_cls: 2.0191, loss: 2.0191, grad_norm: 5.1085 2020-10-01 12:35:50,447 - mmaction - INFO - Epoch [13][40/1997] lr: 7.500e-03, eta: 2 days, 3:25:12, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5188, top5_acc: 0.7607, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.1323 2020-10-01 12:36:10,779 - mmaction - INFO - Epoch [13][60/1997] lr: 7.500e-03, eta: 2 days, 3:24:45, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.5245, top5_acc: 0.7708, loss_cls: 2.0255, loss: 2.0255, grad_norm: 5.1920 2020-10-01 12:36:31,353 - mmaction - INFO - Epoch [13][80/1997] lr: 7.500e-03, eta: 2 days, 3:24:20, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7714, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.1049 2020-10-01 12:36:52,588 - mmaction - INFO - Epoch [13][100/1997] lr: 7.500e-03, eta: 2 days, 3:24:01, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.5216, top5_acc: 0.7625, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.1684 2020-10-01 12:37:13,848 - mmaction - INFO - Epoch [13][120/1997] lr: 7.500e-03, eta: 2 days, 3:23:41, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.5266, top5_acc: 0.7703, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.2222 2020-10-01 12:37:34,579 - mmaction - INFO - Epoch [13][140/1997] lr: 7.500e-03, eta: 2 days, 3:23:17, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5409, top5_acc: 0.7596, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.0931 2020-10-01 12:37:56,240 - mmaction - INFO - Epoch [13][160/1997] lr: 7.500e-03, eta: 2 days, 3:23:00, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5232, top5_acc: 0.7628, loss_cls: 2.0525, loss: 2.0525, grad_norm: 5.2167 2020-10-01 12:38:16,737 - mmaction - INFO - Epoch [13][180/1997] lr: 7.500e-03, eta: 2 days, 3:22:35, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5240, top5_acc: 0.7596, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.2486 2020-10-01 12:38:38,164 - mmaction - INFO - Epoch [13][200/1997] lr: 7.500e-03, eta: 2 days, 3:22:17, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.5294, top5_acc: 0.7664, loss_cls: 2.0391, loss: 2.0391, grad_norm: 5.2902 2020-10-01 12:38:59,250 - mmaction - INFO - Epoch [13][220/1997] lr: 7.500e-03, eta: 2 days, 3:21:56, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5211, top5_acc: 0.7708, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.2093 2020-10-01 12:39:20,454 - mmaction - INFO - Epoch [13][240/1997] lr: 7.500e-03, eta: 2 days, 3:21:36, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7708, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.2445 2020-10-01 12:39:41,963 - mmaction - INFO - Epoch [13][260/1997] lr: 7.500e-03, eta: 2 days, 3:21:18, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5333, top5_acc: 0.7724, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.1835 2020-10-01 12:40:03,258 - mmaction - INFO - Epoch [13][280/1997] lr: 7.500e-03, eta: 2 days, 3:20:58, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.5279, top5_acc: 0.7695, loss_cls: 2.0640, loss: 2.0640, grad_norm: 5.1757 2020-10-01 12:40:23,236 - mmaction - INFO - Epoch [13][300/1997] lr: 7.500e-03, eta: 2 days, 3:20:29, time: 0.999, data_time: 0.003, memory: 8350, top1_acc: 0.5253, top5_acc: 0.7667, loss_cls: 2.0322, loss: 2.0322, grad_norm: 5.1536 2020-10-01 12:40:44,559 - mmaction - INFO - Epoch [13][320/1997] lr: 7.500e-03, eta: 2 days, 3:20:10, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5313, top5_acc: 0.7732, loss_cls: 2.0113, loss: 2.0113, grad_norm: 5.1362 2020-10-01 12:41:05,670 - mmaction - INFO - Epoch [13][340/1997] lr: 7.500e-03, eta: 2 days, 3:19:49, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5167, top5_acc: 0.7500, loss_cls: 2.1145, loss: 2.1145, grad_norm: 5.2831 2020-10-01 12:41:26,802 - mmaction - INFO - Epoch [13][360/1997] lr: 7.500e-03, eta: 2 days, 3:19:29, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.2230 2020-10-01 12:41:47,172 - mmaction - INFO - Epoch [13][380/1997] lr: 7.500e-03, eta: 2 days, 3:19:03, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.1714 2020-10-01 12:42:08,404 - mmaction - INFO - Epoch [13][400/1997] lr: 7.500e-03, eta: 2 days, 3:18:43, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5310, top5_acc: 0.7672, loss_cls: 2.0596, loss: 2.0596, grad_norm: 5.1870 2020-10-01 12:42:29,857 - mmaction - INFO - Epoch [13][420/1997] lr: 7.500e-03, eta: 2 days, 3:18:24, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5268, top5_acc: 0.7622, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.1054 2020-10-01 12:42:49,682 - mmaction - INFO - Epoch [13][440/1997] lr: 7.500e-03, eta: 2 days, 3:17:54, time: 0.991, data_time: 0.002, memory: 8350, top1_acc: 0.5242, top5_acc: 0.7654, loss_cls: 2.0840, loss: 2.0840, grad_norm: 5.2158 2020-10-01 12:43:12,816 - mmaction - INFO - Epoch [13][460/1997] lr: 7.500e-03, eta: 2 days, 3:17:48, time: 1.157, data_time: 0.002, memory: 8350, top1_acc: 0.5411, top5_acc: 0.7727, loss_cls: 1.9916, loss: 1.9916, grad_norm: 5.0737 2020-10-01 12:43:31,943 - mmaction - INFO - Epoch [13][480/1997] lr: 7.500e-03, eta: 2 days, 3:17:13, time: 0.956, data_time: 0.002, memory: 8350, top1_acc: 0.5229, top5_acc: 0.7523, loss_cls: 2.0941, loss: 2.0941, grad_norm: 5.2802 2020-10-01 12:43:52,503 - mmaction - INFO - Epoch [13][500/1997] lr: 7.500e-03, eta: 2 days, 3:16:48, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5234, top5_acc: 0.7669, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.1569 2020-10-01 12:44:14,440 - mmaction - INFO - Epoch [13][520/1997] lr: 7.500e-03, eta: 2 days, 3:16:33, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.5286, top5_acc: 0.7638, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.2023 2020-10-01 12:44:36,928 - mmaction - INFO - Epoch [13][540/1997] lr: 7.500e-03, eta: 2 days, 3:16:22, time: 1.125, data_time: 0.002, memory: 8350, top1_acc: 0.5305, top5_acc: 0.7781, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.1479 2020-10-01 12:44:57,199 - mmaction - INFO - Epoch [13][560/1997] lr: 7.500e-03, eta: 2 days, 3:15:56, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.5187, top5_acc: 0.7635, loss_cls: 2.0463, loss: 2.0463, grad_norm: 5.1431 2020-10-01 12:45:17,261 - mmaction - INFO - Epoch [13][580/1997] lr: 7.500e-03, eta: 2 days, 3:15:27, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.5409, top5_acc: 0.7773, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.1445 2020-10-01 12:45:38,529 - mmaction - INFO - Epoch [13][600/1997] lr: 7.500e-03, eta: 2 days, 3:15:08, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.5227, top5_acc: 0.7729, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.1757 2020-10-01 12:45:59,521 - mmaction - INFO - Epoch [13][620/1997] lr: 7.500e-03, eta: 2 days, 3:14:46, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5193, top5_acc: 0.7669, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.1460 2020-10-01 12:46:20,245 - mmaction - INFO - Epoch [13][640/1997] lr: 7.500e-03, eta: 2 days, 3:14:23, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.5203, top5_acc: 0.7664, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.2193 2020-10-01 12:46:42,492 - mmaction - INFO - Epoch [13][660/1997] lr: 7.500e-03, eta: 2 days, 3:14:10, time: 1.113, data_time: 0.002, memory: 8350, top1_acc: 0.5245, top5_acc: 0.7617, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.2212 2020-10-01 12:47:02,184 - mmaction - INFO - Epoch [13][680/1997] lr: 7.500e-03, eta: 2 days, 3:13:39, time: 0.984, data_time: 0.001, memory: 8350, top1_acc: 0.5159, top5_acc: 0.7648, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.1989 2020-10-01 12:47:23,564 - mmaction - INFO - Epoch [13][700/1997] lr: 7.500e-03, eta: 2 days, 3:13:20, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5286, top5_acc: 0.7591, loss_cls: 2.0341, loss: 2.0341, grad_norm: 5.3158 2020-10-01 12:47:44,181 - mmaction - INFO - Epoch [13][720/1997] lr: 7.500e-03, eta: 2 days, 3:12:56, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5346, top5_acc: 0.7654, loss_cls: 2.0130, loss: 2.0130, grad_norm: 5.1168 2020-10-01 12:48:05,202 - mmaction - INFO - Epoch [13][740/1997] lr: 7.500e-03, eta: 2 days, 3:12:34, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.5255, top5_acc: 0.7760, loss_cls: 2.0154, loss: 2.0154, grad_norm: 5.1615 2020-10-01 12:48:26,280 - mmaction - INFO - Epoch [13][760/1997] lr: 7.500e-03, eta: 2 days, 3:12:13, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.5336, top5_acc: 0.7667, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.2191 2020-10-01 12:48:47,249 - mmaction - INFO - Epoch [13][780/1997] lr: 7.500e-03, eta: 2 days, 3:11:52, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5190, top5_acc: 0.7633, loss_cls: 2.0980, loss: 2.0980, grad_norm: 5.2886 2020-10-01 12:49:09,038 - mmaction - INFO - Epoch [13][800/1997] lr: 7.500e-03, eta: 2 days, 3:11:36, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.5198, top5_acc: 0.7656, loss_cls: 2.0867, loss: 2.0867, grad_norm: 5.2523 2020-10-01 12:49:30,219 - mmaction - INFO - Epoch [13][820/1997] lr: 7.500e-03, eta: 2 days, 3:11:15, time: 1.059, data_time: 0.009, memory: 8350, top1_acc: 0.5375, top5_acc: 0.7622, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.0775 2020-10-01 12:49:50,699 - mmaction - INFO - Epoch [13][840/1997] lr: 7.500e-03, eta: 2 days, 3:10:50, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.5354, top5_acc: 0.7635, loss_cls: 2.0306, loss: 2.0306, grad_norm: 5.1451 2020-10-01 12:50:12,586 - mmaction - INFO - Epoch [13][860/1997] lr: 7.500e-03, eta: 2 days, 3:10:35, time: 1.095, data_time: 0.003, memory: 8350, top1_acc: 0.5341, top5_acc: 0.7643, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.1632 2020-10-01 12:50:33,919 - mmaction - INFO - Epoch [13][880/1997] lr: 7.500e-03, eta: 2 days, 3:10:16, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.5294, top5_acc: 0.7622, loss_cls: 2.0635, loss: 2.0635, grad_norm: 5.2105 2020-10-01 12:50:54,057 - mmaction - INFO - Epoch [13][900/1997] lr: 7.500e-03, eta: 2 days, 3:09:48, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.5208, top5_acc: 0.7516, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.2042 2020-10-01 12:51:14,668 - mmaction - INFO - Epoch [13][920/1997] lr: 7.500e-03, eta: 2 days, 3:09:24, time: 1.032, data_time: 0.003, memory: 8350, top1_acc: 0.5289, top5_acc: 0.7792, loss_cls: 2.0088, loss: 2.0088, grad_norm: 5.1447 2020-10-01 12:51:35,194 - mmaction - INFO - Epoch [13][940/1997] lr: 7.500e-03, eta: 2 days, 3:08:59, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.5281, top5_acc: 0.7607, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.1842 2020-10-01 12:51:56,770 - mmaction - INFO - Epoch [13][960/1997] lr: 7.500e-03, eta: 2 days, 3:08:41, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.1327 2020-10-01 12:52:17,991 - mmaction - INFO - Epoch [13][980/1997] lr: 7.500e-03, eta: 2 days, 3:08:21, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.5271, top5_acc: 0.7633, loss_cls: 2.0532, loss: 2.0532, grad_norm: 5.1766 2020-10-01 12:52:38,137 - mmaction - INFO - Epoch [13][1000/1997] lr: 7.500e-03, eta: 2 days, 3:07:54, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.5305, top5_acc: 0.7594, loss_cls: 2.0199, loss: 2.0199, grad_norm: 5.1815 2020-10-01 12:52:59,822 - mmaction - INFO - Epoch [13][1020/1997] lr: 7.500e-03, eta: 2 days, 3:07:37, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5318, top5_acc: 0.7716, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.1528 2020-10-01 12:53:20,911 - mmaction - INFO - Epoch [13][1040/1997] lr: 7.500e-03, eta: 2 days, 3:07:16, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5318, top5_acc: 0.7706, loss_cls: 2.0324, loss: 2.0324, grad_norm: 5.2217 2020-10-01 12:53:40,825 - mmaction - INFO - Epoch [13][1060/1997] lr: 7.500e-03, eta: 2 days, 3:06:47, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.5326, top5_acc: 0.7646, loss_cls: 2.0278, loss: 2.0278, grad_norm: 5.1366 2020-10-01 12:54:02,132 - mmaction - INFO - Epoch [13][1080/1997] lr: 7.500e-03, eta: 2 days, 3:06:27, time: 1.064, data_time: 0.013, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7716, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.2364 2020-10-01 12:54:23,030 - mmaction - INFO - Epoch [13][1100/1997] lr: 7.500e-03, eta: 2 days, 3:06:05, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5227, top5_acc: 0.7651, loss_cls: 2.0554, loss: 2.0554, grad_norm: 5.1898 2020-10-01 12:54:44,767 - mmaction - INFO - Epoch [13][1120/1997] lr: 7.500e-03, eta: 2 days, 3:05:49, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5237, top5_acc: 0.7680, loss_cls: 2.0172, loss: 2.0172, grad_norm: 5.1881 2020-10-01 12:55:05,523 - mmaction - INFO - Epoch [13][1140/1997] lr: 7.500e-03, eta: 2 days, 3:05:26, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5310, top5_acc: 0.7641, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.2203 2020-10-01 12:55:26,417 - mmaction - INFO - Epoch [13][1160/1997] lr: 7.500e-03, eta: 2 days, 3:05:03, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5099, top5_acc: 0.7602, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.3181 2020-10-01 12:55:47,450 - mmaction - INFO - Epoch [13][1180/1997] lr: 7.500e-03, eta: 2 days, 3:04:42, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7781, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.2129 2020-10-01 12:56:08,016 - mmaction - INFO - Epoch [13][1200/1997] lr: 7.500e-03, eta: 2 days, 3:04:17, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5211, top5_acc: 0.7685, loss_cls: 2.0443, loss: 2.0443, grad_norm: 5.2589 2020-10-01 12:56:29,148 - mmaction - INFO - Epoch [13][1220/1997] lr: 7.500e-03, eta: 2 days, 3:03:57, time: 1.058, data_time: 0.003, memory: 8350, top1_acc: 0.5156, top5_acc: 0.7589, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.2627 2020-10-01 12:56:50,206 - mmaction - INFO - Epoch [13][1240/1997] lr: 7.500e-03, eta: 2 days, 3:03:36, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.1791 2020-10-01 12:57:11,075 - mmaction - INFO - Epoch [13][1260/1997] lr: 7.500e-03, eta: 2 days, 3:03:13, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.5331, top5_acc: 0.7586, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.2257 2020-10-01 12:57:32,750 - mmaction - INFO - Epoch [13][1280/1997] lr: 7.500e-03, eta: 2 days, 3:02:56, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.5224, top5_acc: 0.7727, loss_cls: 2.0416, loss: 2.0416, grad_norm: 5.2104 2020-10-01 12:57:53,425 - mmaction - INFO - Epoch [13][1300/1997] lr: 7.500e-03, eta: 2 days, 3:02:33, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5438, top5_acc: 0.7734, loss_cls: 1.9815, loss: 1.9815, grad_norm: 5.1157 2020-10-01 12:58:15,059 - mmaction - INFO - Epoch [13][1320/1997] lr: 7.500e-03, eta: 2 days, 3:02:15, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.5271, top5_acc: 0.7607, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.2627 2020-10-01 12:58:36,517 - mmaction - INFO - Epoch [13][1340/1997] lr: 7.500e-03, eta: 2 days, 3:01:57, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5216, top5_acc: 0.7521, loss_cls: 2.1033, loss: 2.1033, grad_norm: 5.2351 2020-10-01 12:58:57,508 - mmaction - INFO - Epoch [13][1360/1997] lr: 7.500e-03, eta: 2 days, 3:01:35, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.5451, top5_acc: 0.7776, loss_cls: 1.9471, loss: 1.9471, grad_norm: 5.0414 2020-10-01 12:59:19,051 - mmaction - INFO - Epoch [13][1380/1997] lr: 7.500e-03, eta: 2 days, 3:01:17, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5297, top5_acc: 0.7758, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.2916 2020-10-01 12:59:39,308 - mmaction - INFO - Epoch [13][1400/1997] lr: 7.500e-03, eta: 2 days, 3:00:51, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5268, top5_acc: 0.7651, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.2602 2020-10-01 13:00:00,070 - mmaction - INFO - Epoch [13][1420/1997] lr: 7.500e-03, eta: 2 days, 3:00:28, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5219, top5_acc: 0.7724, loss_cls: 2.0229, loss: 2.0229, grad_norm: 5.1598 2020-10-01 13:00:22,566 - mmaction - INFO - Epoch [13][1440/1997] lr: 7.500e-03, eta: 2 days, 3:00:17, time: 1.126, data_time: 0.002, memory: 8350, top1_acc: 0.5245, top5_acc: 0.7604, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.2143 2020-10-01 13:00:42,479 - mmaction - INFO - Epoch [13][1460/1997] lr: 7.500e-03, eta: 2 days, 2:59:47, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.5247, top5_acc: 0.7628, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.1722 2020-10-01 13:01:04,507 - mmaction - INFO - Epoch [13][1480/1997] lr: 7.500e-03, eta: 2 days, 2:59:33, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.5297, top5_acc: 0.7607, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.1901 2020-10-01 13:01:25,153 - mmaction - INFO - Epoch [13][1500/1997] lr: 7.500e-03, eta: 2 days, 2:59:09, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5341, top5_acc: 0.7714, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.1451 2020-10-01 13:01:45,816 - mmaction - INFO - Epoch [13][1520/1997] lr: 7.500e-03, eta: 2 days, 2:58:45, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5315, top5_acc: 0.7617, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.2464 2020-10-01 13:02:05,693 - mmaction - INFO - Epoch [13][1540/1997] lr: 7.500e-03, eta: 2 days, 2:58:16, time: 0.996, data_time: 0.003, memory: 8350, top1_acc: 0.5224, top5_acc: 0.7576, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.2177 2020-10-01 13:02:27,549 - mmaction - INFO - Epoch [13][1560/1997] lr: 7.500e-03, eta: 2 days, 2:58:00, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.5411, top5_acc: 0.7693, loss_cls: 2.0256, loss: 2.0256, grad_norm: 5.1812 2020-10-01 13:02:47,506 - mmaction - INFO - Epoch [13][1580/1997] lr: 7.500e-03, eta: 2 days, 2:57:31, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 2.0341, loss: 2.0341, grad_norm: 5.1856 2020-10-01 13:03:09,656 - mmaction - INFO - Epoch [13][1600/1997] lr: 7.500e-03, eta: 2 days, 2:57:18, time: 1.108, data_time: 0.003, memory: 8350, top1_acc: 0.5305, top5_acc: 0.7635, loss_cls: 2.0442, loss: 2.0442, grad_norm: 5.1469 2020-10-01 13:03:30,184 - mmaction - INFO - Epoch [13][1620/1997] lr: 7.500e-03, eta: 2 days, 2:56:53, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5354, top5_acc: 0.7646, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.1400 2020-10-01 13:03:50,969 - mmaction - INFO - Epoch [13][1640/1997] lr: 7.500e-03, eta: 2 days, 2:56:30, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.5341, top5_acc: 0.7685, loss_cls: 2.0278, loss: 2.0278, grad_norm: 5.1239 2020-10-01 13:04:12,037 - mmaction - INFO - Epoch [13][1660/1997] lr: 7.500e-03, eta: 2 days, 2:56:09, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5313, top5_acc: 0.7565, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.2279 2020-10-01 13:04:32,827 - mmaction - INFO - Epoch [13][1680/1997] lr: 7.500e-03, eta: 2 days, 2:55:46, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5253, top5_acc: 0.7648, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.2394 2020-10-01 13:04:54,662 - mmaction - INFO - Epoch [13][1700/1997] lr: 7.500e-03, eta: 2 days, 2:55:30, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5255, top5_acc: 0.7628, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.2229 2020-10-01 13:05:14,840 - mmaction - INFO - Epoch [13][1720/1997] lr: 7.500e-03, eta: 2 days, 2:55:03, time: 1.010, data_time: 0.003, memory: 8350, top1_acc: 0.5258, top5_acc: 0.7612, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.2197 2020-10-01 13:05:36,523 - mmaction - INFO - Epoch [13][1740/1997] lr: 7.500e-03, eta: 2 days, 2:54:46, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5169, top5_acc: 0.7539, loss_cls: 2.1231, loss: 2.1231, grad_norm: 5.2248 2020-10-01 13:05:57,982 - mmaction - INFO - Epoch [13][1760/1997] lr: 7.500e-03, eta: 2 days, 2:54:28, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5362, top5_acc: 0.7656, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.0477 2020-10-01 13:06:18,034 - mmaction - INFO - Epoch [13][1780/1997] lr: 7.500e-03, eta: 2 days, 2:54:00, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5380, top5_acc: 0.7721, loss_cls: 2.0210, loss: 2.0210, grad_norm: 5.1871 2020-10-01 13:06:39,598 - mmaction - INFO - Epoch [13][1800/1997] lr: 7.500e-03, eta: 2 days, 2:53:42, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.5385, top5_acc: 0.7711, loss_cls: 1.9842, loss: 1.9842, grad_norm: 5.1428 2020-10-01 13:07:00,666 - mmaction - INFO - Epoch [13][1820/1997] lr: 7.500e-03, eta: 2 days, 2:53:21, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5307, top5_acc: 0.7630, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.2061 2020-10-01 13:07:20,510 - mmaction - INFO - Epoch [13][1840/1997] lr: 7.500e-03, eta: 2 days, 2:52:52, time: 0.991, data_time: 0.001, memory: 8350, top1_acc: 0.5336, top5_acc: 0.7776, loss_cls: 2.0140, loss: 2.0140, grad_norm: 5.2078 2020-10-01 13:07:41,464 - mmaction - INFO - Epoch [13][1860/1997] lr: 7.500e-03, eta: 2 days, 2:52:30, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5318, top5_acc: 0.7708, loss_cls: 2.0204, loss: 2.0204, grad_norm: 5.2246 2020-10-01 13:08:03,840 - mmaction - INFO - Epoch [13][1880/1997] lr: 7.500e-03, eta: 2 days, 2:52:18, time: 1.119, data_time: 0.002, memory: 8350, top1_acc: 0.5404, top5_acc: 0.7740, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.2331 2020-10-01 13:08:23,762 - mmaction - INFO - Epoch [13][1900/1997] lr: 7.500e-03, eta: 2 days, 2:51:49, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.5284, top5_acc: 0.7750, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.1506 2020-10-01 13:08:45,213 - mmaction - INFO - Epoch [13][1920/1997] lr: 7.500e-03, eta: 2 days, 2:51:30, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.5258, top5_acc: 0.7607, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.2137 2020-10-01 13:09:05,510 - mmaction - INFO - Epoch [13][1940/1997] lr: 7.500e-03, eta: 2 days, 2:51:04, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.5396, top5_acc: 0.7672, loss_cls: 2.0616, loss: 2.0616, grad_norm: 5.2415 2020-10-01 13:09:26,191 - mmaction - INFO - Epoch [13][1960/1997] lr: 7.500e-03, eta: 2 days, 2:50:41, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.5266, top5_acc: 0.7667, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.2339 2020-10-01 13:09:46,103 - mmaction - INFO - Epoch [13][1980/1997] lr: 7.500e-03, eta: 2 days, 2:50:12, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.5396, top5_acc: 0.7688, loss_cls: 2.0105, loss: 2.0105, grad_norm: 5.1092 2020-10-01 13:10:05,487 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-10-01 13:10:52,351 - mmaction - INFO - Epoch [14][20/1997] lr: 7.500e-03, eta: 2 days, 2:50:14, time: 2.257, data_time: 1.086, memory: 8350, top1_acc: 0.5406, top5_acc: 0.7836, loss_cls: 1.9728, loss: 1.9728, grad_norm: 5.0202 2020-10-01 13:11:13,973 - mmaction - INFO - Epoch [14][40/1997] lr: 7.500e-03, eta: 2 days, 2:49:57, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5279, top5_acc: 0.7755, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.1553 2020-10-01 13:11:34,415 - mmaction - INFO - Epoch [14][60/1997] lr: 7.500e-03, eta: 2 days, 2:49:31, time: 1.022, data_time: 0.001, memory: 8350, top1_acc: 0.5281, top5_acc: 0.7659, loss_cls: 2.0409, loss: 2.0409, grad_norm: 5.1245 2020-10-01 13:11:55,865 - mmaction - INFO - Epoch [14][80/1997] lr: 7.500e-03, eta: 2 days, 2:49:13, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.5430, top5_acc: 0.7820, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.0920 2020-10-01 13:12:15,942 - mmaction - INFO - Epoch [14][100/1997] lr: 7.500e-03, eta: 2 days, 2:48:45, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5341, top5_acc: 0.7643, loss_cls: 2.0322, loss: 2.0322, grad_norm: 5.1063 2020-10-01 13:12:36,736 - mmaction - INFO - Epoch [14][120/1997] lr: 7.500e-03, eta: 2 days, 2:48:22, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5453, top5_acc: 0.7755, loss_cls: 1.9832, loss: 1.9832, grad_norm: 5.0422 2020-10-01 13:12:58,769 - mmaction - INFO - Epoch [14][140/1997] lr: 7.500e-03, eta: 2 days, 2:48:07, time: 1.100, data_time: 0.001, memory: 8350, top1_acc: 0.5232, top5_acc: 0.7570, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.2385 2020-10-01 13:13:20,847 - mmaction - INFO - Epoch [14][160/1997] lr: 7.500e-03, eta: 2 days, 2:47:53, time: 1.105, data_time: 0.003, memory: 8350, top1_acc: 0.5385, top5_acc: 0.7810, loss_cls: 1.9629, loss: 1.9629, grad_norm: 5.1575 2020-10-01 13:13:40,723 - mmaction - INFO - Epoch [14][180/1997] lr: 7.500e-03, eta: 2 days, 2:47:24, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.5411, top5_acc: 0.7820, loss_cls: 1.9602, loss: 1.9602, grad_norm: 5.1168 2020-10-01 13:14:02,650 - mmaction - INFO - Epoch [14][200/1997] lr: 7.500e-03, eta: 2 days, 2:47:09, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.5383, top5_acc: 0.7680, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.1493 2020-10-01 13:14:23,206 - mmaction - INFO - Epoch [14][220/1997] lr: 7.500e-03, eta: 2 days, 2:46:44, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5115, top5_acc: 0.7656, loss_cls: 2.0396, loss: 2.0396, grad_norm: 5.1782 2020-10-01 13:14:43,982 - mmaction - INFO - Epoch [14][240/1997] lr: 7.500e-03, eta: 2 days, 2:46:21, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5310, top5_acc: 0.7656, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.3132 2020-10-01 13:15:04,644 - mmaction - INFO - Epoch [14][260/1997] lr: 7.500e-03, eta: 2 days, 2:45:57, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5359, top5_acc: 0.7659, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.1899 2020-10-01 13:15:25,297 - mmaction - INFO - Epoch [14][280/1997] lr: 7.500e-03, eta: 2 days, 2:45:34, time: 1.033, data_time: 0.003, memory: 8350, top1_acc: 0.5359, top5_acc: 0.7763, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.1050 2020-10-01 13:15:45,665 - mmaction - INFO - Epoch [14][300/1997] lr: 7.500e-03, eta: 2 days, 2:45:08, time: 1.018, data_time: 0.024, memory: 8350, top1_acc: 0.5279, top5_acc: 0.7766, loss_cls: 2.0087, loss: 2.0087, grad_norm: 5.2584 2020-10-01 13:16:06,698 - mmaction - INFO - Epoch [14][320/1997] lr: 7.500e-03, eta: 2 days, 2:44:47, time: 1.052, data_time: 0.008, memory: 8350, top1_acc: 0.5258, top5_acc: 0.7586, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.2886 2020-10-01 13:16:28,471 - mmaction - INFO - Epoch [14][340/1997] lr: 7.500e-03, eta: 2 days, 2:44:30, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.5352, top5_acc: 0.7747, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.2184 2020-10-01 13:16:49,743 - mmaction - INFO - Epoch [14][360/1997] lr: 7.500e-03, eta: 2 days, 2:44:11, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5247, top5_acc: 0.7609, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.1914 2020-10-01 13:17:09,962 - mmaction - INFO - Epoch [14][380/1997] lr: 7.500e-03, eta: 2 days, 2:43:44, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.5336, top5_acc: 0.7667, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.1868 2020-10-01 13:17:31,004 - mmaction - INFO - Epoch [14][400/1997] lr: 7.500e-03, eta: 2 days, 2:43:23, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5354, top5_acc: 0.7674, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.1084 2020-10-01 13:17:52,208 - mmaction - INFO - Epoch [14][420/1997] lr: 7.500e-03, eta: 2 days, 2:43:02, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.5336, top5_acc: 0.7724, loss_cls: 1.9715, loss: 1.9715, grad_norm: 5.2107 2020-10-01 13:18:12,539 - mmaction - INFO - Epoch [14][440/1997] lr: 7.500e-03, eta: 2 days, 2:42:37, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5406, top5_acc: 0.7721, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.2943 2020-10-01 13:18:33,614 - mmaction - INFO - Epoch [14][460/1997] lr: 7.500e-03, eta: 2 days, 2:42:15, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5161, top5_acc: 0.7664, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.2669 2020-10-01 13:18:54,507 - mmaction - INFO - Epoch [14][480/1997] lr: 7.500e-03, eta: 2 days, 2:41:53, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5430, top5_acc: 0.7784, loss_cls: 1.9753, loss: 1.9753, grad_norm: 5.1242 2020-10-01 13:19:16,815 - mmaction - INFO - Epoch [14][500/1997] lr: 7.500e-03, eta: 2 days, 2:41:40, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.5370, top5_acc: 0.7682, loss_cls: 2.0097, loss: 2.0097, grad_norm: 5.1785 2020-10-01 13:19:37,142 - mmaction - INFO - Epoch [14][520/1997] lr: 7.500e-03, eta: 2 days, 2:41:14, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5250, top5_acc: 0.7698, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.2150 2020-10-01 13:19:58,286 - mmaction - INFO - Epoch [14][540/1997] lr: 7.500e-03, eta: 2 days, 2:40:54, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5432, top5_acc: 0.7724, loss_cls: 2.0000, loss: 2.0000, grad_norm: 5.1320 2020-10-01 13:20:18,515 - mmaction - INFO - Epoch [14][560/1997] lr: 7.500e-03, eta: 2 days, 2:40:27, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.5253, top5_acc: 0.7641, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.2800 2020-10-01 13:20:40,415 - mmaction - INFO - Epoch [14][580/1997] lr: 7.500e-03, eta: 2 days, 2:40:12, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.5401, top5_acc: 0.7672, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.2494 2020-10-01 13:21:00,825 - mmaction - INFO - Epoch [14][600/1997] lr: 7.500e-03, eta: 2 days, 2:39:46, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5258, top5_acc: 0.7552, loss_cls: 2.0793, loss: 2.0793, grad_norm: 5.1305 2020-10-01 13:21:22,305 - mmaction - INFO - Epoch [14][620/1997] lr: 7.500e-03, eta: 2 days, 2:39:28, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5273, top5_acc: 0.7622, loss_cls: 2.0620, loss: 2.0620, grad_norm: 5.1235 2020-10-01 13:21:44,217 - mmaction - INFO - Epoch [14][640/1997] lr: 7.500e-03, eta: 2 days, 2:39:12, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5326, top5_acc: 0.7734, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.2616 2020-10-01 13:22:03,797 - mmaction - INFO - Epoch [14][660/1997] lr: 7.500e-03, eta: 2 days, 2:38:42, time: 0.979, data_time: 0.001, memory: 8350, top1_acc: 0.5471, top5_acc: 0.7794, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.1637 2020-10-01 13:22:25,981 - mmaction - INFO - Epoch [14][680/1997] lr: 7.500e-03, eta: 2 days, 2:38:28, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.5339, top5_acc: 0.7667, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.2678 2020-10-01 13:22:47,346 - mmaction - INFO - Epoch [14][700/1997] lr: 7.500e-03, eta: 2 days, 2:38:09, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5474, top5_acc: 0.7792, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.1941 2020-10-01 13:23:08,022 - mmaction - INFO - Epoch [14][720/1997] lr: 7.500e-03, eta: 2 days, 2:37:45, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5281, top5_acc: 0.7758, loss_cls: 1.9893, loss: 1.9893, grad_norm: 5.1782 2020-10-01 13:23:28,500 - mmaction - INFO - Epoch [14][740/1997] lr: 7.500e-03, eta: 2 days, 2:37:20, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5359, top5_acc: 0.7740, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.1454 2020-10-01 13:23:50,589 - mmaction - INFO - Epoch [14][760/1997] lr: 7.500e-03, eta: 2 days, 2:37:06, time: 1.104, data_time: 0.001, memory: 8350, top1_acc: 0.5443, top5_acc: 0.7651, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.0974 2020-10-01 13:24:10,686 - mmaction - INFO - Epoch [14][780/1997] lr: 7.500e-03, eta: 2 days, 2:36:38, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.5471, top5_acc: 0.7797, loss_cls: 1.9910, loss: 1.9910, grad_norm: 5.1119 2020-10-01 13:24:31,779 - mmaction - INFO - Epoch [14][800/1997] lr: 7.500e-03, eta: 2 days, 2:36:17, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5292, top5_acc: 0.7690, loss_cls: 2.0130, loss: 2.0130, grad_norm: 5.2298 2020-10-01 13:24:52,784 - mmaction - INFO - Epoch [14][820/1997] lr: 7.500e-03, eta: 2 days, 2:35:56, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.5352, top5_acc: 0.7755, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.3058 2020-10-01 13:25:13,314 - mmaction - INFO - Epoch [14][840/1997] lr: 7.500e-03, eta: 2 days, 2:35:31, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5427, top5_acc: 0.7794, loss_cls: 1.9925, loss: 1.9925, grad_norm: 5.1721 2020-10-01 13:25:33,747 - mmaction - INFO - Epoch [14][860/1997] lr: 7.500e-03, eta: 2 days, 2:35:06, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7810, loss_cls: 1.9387, loss: 1.9387, grad_norm: 5.1185 2020-10-01 13:25:54,435 - mmaction - INFO - Epoch [14][880/1997] lr: 7.500e-03, eta: 2 days, 2:34:42, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5302, top5_acc: 0.7607, loss_cls: 2.0336, loss: 2.0336, grad_norm: 5.1684 2020-10-01 13:26:16,126 - mmaction - INFO - Epoch [14][900/1997] lr: 7.500e-03, eta: 2 days, 2:34:25, time: 1.085, data_time: 0.019, memory: 8350, top1_acc: 0.5378, top5_acc: 0.7698, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.1806 2020-10-01 13:26:37,003 - mmaction - INFO - Epoch [14][920/1997] lr: 7.500e-03, eta: 2 days, 2:34:03, time: 1.044, data_time: 0.024, memory: 8350, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0718, loss: 2.0718, grad_norm: 5.3301 2020-10-01 13:26:58,213 - mmaction - INFO - Epoch [14][940/1997] lr: 7.500e-03, eta: 2 days, 2:33:43, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5352, top5_acc: 0.7711, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.2334 2020-10-01 13:27:18,949 - mmaction - INFO - Epoch [14][960/1997] lr: 7.500e-03, eta: 2 days, 2:33:20, time: 1.037, data_time: 0.007, memory: 8350, top1_acc: 0.5378, top5_acc: 0.7654, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.2052 2020-10-01 13:27:39,498 - mmaction - INFO - Epoch [14][980/1997] lr: 7.500e-03, eta: 2 days, 2:32:55, time: 1.027, data_time: 0.039, memory: 8350, top1_acc: 0.5294, top5_acc: 0.7786, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.2075 2020-10-01 13:28:00,630 - mmaction - INFO - Epoch [14][1000/1997] lr: 7.500e-03, eta: 2 days, 2:32:35, time: 1.057, data_time: 0.011, memory: 8350, top1_acc: 0.5307, top5_acc: 0.7776, loss_cls: 2.0001, loss: 2.0001, grad_norm: 5.2114 2020-10-01 13:28:22,121 - mmaction - INFO - Epoch [14][1020/1997] lr: 7.500e-03, eta: 2 days, 2:32:17, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5385, top5_acc: 0.7719, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.0804 2020-10-01 13:28:42,257 - mmaction - INFO - Epoch [14][1040/1997] lr: 7.500e-03, eta: 2 days, 2:31:49, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7674, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.1483 2020-10-01 13:29:03,311 - mmaction - INFO - Epoch [14][1060/1997] lr: 7.500e-03, eta: 2 days, 2:31:28, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5344, top5_acc: 0.7807, loss_cls: 1.9714, loss: 1.9714, grad_norm: 5.1114 2020-10-01 13:29:22,958 - mmaction - INFO - Epoch [14][1080/1997] lr: 7.500e-03, eta: 2 days, 2:30:58, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.5266, top5_acc: 0.7685, loss_cls: 2.0339, loss: 2.0339, grad_norm: 5.3052 2020-10-01 13:29:45,469 - mmaction - INFO - Epoch [14][1100/1997] lr: 7.500e-03, eta: 2 days, 2:30:46, time: 1.126, data_time: 0.002, memory: 8350, top1_acc: 0.5398, top5_acc: 0.7646, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.2935 2020-10-01 13:30:06,654 - mmaction - INFO - Epoch [14][1120/1997] lr: 7.500e-03, eta: 2 days, 2:30:26, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.5281, top5_acc: 0.7674, loss_cls: 2.0476, loss: 2.0476, grad_norm: 5.2717 2020-10-01 13:30:26,409 - mmaction - INFO - Epoch [14][1140/1997] lr: 7.500e-03, eta: 2 days, 2:29:57, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.5357, top5_acc: 0.7630, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.1256 2020-10-01 13:30:47,615 - mmaction - INFO - Epoch [14][1160/1997] lr: 7.500e-03, eta: 2 days, 2:29:36, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7763, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.2269 2020-10-01 13:31:08,609 - mmaction - INFO - Epoch [14][1180/1997] lr: 7.500e-03, eta: 2 days, 2:29:15, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.2693 2020-10-01 13:31:28,960 - mmaction - INFO - Epoch [14][1200/1997] lr: 7.500e-03, eta: 2 days, 2:28:49, time: 1.019, data_time: 0.003, memory: 8350, top1_acc: 0.5503, top5_acc: 0.7734, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.2048 2020-10-01 13:31:50,380 - mmaction - INFO - Epoch [14][1220/1997] lr: 7.500e-03, eta: 2 days, 2:28:30, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.5224, top5_acc: 0.7659, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.2607 2020-10-01 13:32:10,978 - mmaction - INFO - Epoch [14][1240/1997] lr: 7.500e-03, eta: 2 days, 2:28:07, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5315, top5_acc: 0.7620, loss_cls: 2.0330, loss: 2.0330, grad_norm: 5.2138 2020-10-01 13:32:31,788 - mmaction - INFO - Epoch [14][1260/1997] lr: 7.500e-03, eta: 2 days, 2:27:44, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5367, top5_acc: 0.7664, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.3123 2020-10-01 13:32:52,951 - mmaction - INFO - Epoch [14][1280/1997] lr: 7.500e-03, eta: 2 days, 2:27:23, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5203, top5_acc: 0.7703, loss_cls: 2.0579, loss: 2.0579, grad_norm: 5.3298 2020-10-01 13:33:13,915 - mmaction - INFO - Epoch [14][1300/1997] lr: 7.500e-03, eta: 2 days, 2:27:02, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.5182, top5_acc: 0.7612, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.2047 2020-10-01 13:33:33,881 - mmaction - INFO - Epoch [14][1320/1997] lr: 7.500e-03, eta: 2 days, 2:26:34, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.5341, top5_acc: 0.7643, loss_cls: 2.0441, loss: 2.0441, grad_norm: 5.1850 2020-10-01 13:33:54,431 - mmaction - INFO - Epoch [14][1340/1997] lr: 7.500e-03, eta: 2 days, 2:26:09, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.5328, top5_acc: 0.7573, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.2119 2020-10-01 13:34:15,974 - mmaction - INFO - Epoch [14][1360/1997] lr: 7.500e-03, eta: 2 days, 2:25:51, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.5328, top5_acc: 0.7581, loss_cls: 2.0530, loss: 2.0530, grad_norm: 5.1641 2020-10-01 13:34:37,192 - mmaction - INFO - Epoch [14][1380/1997] lr: 7.500e-03, eta: 2 days, 2:25:31, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5315, top5_acc: 0.7607, loss_cls: 2.0464, loss: 2.0464, grad_norm: 5.1590 2020-10-01 13:34:58,951 - mmaction - INFO - Epoch [14][1400/1997] lr: 7.500e-03, eta: 2 days, 2:25:14, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.5411, top5_acc: 0.7628, loss_cls: 2.0478, loss: 2.0478, grad_norm: 5.2666 2020-10-01 13:35:19,563 - mmaction - INFO - Epoch [14][1420/1997] lr: 7.500e-03, eta: 2 days, 2:24:51, time: 1.032, data_time: 0.003, memory: 8350, top1_acc: 0.5292, top5_acc: 0.7664, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.2549 2020-10-01 13:35:40,242 - mmaction - INFO - Epoch [14][1440/1997] lr: 7.500e-03, eta: 2 days, 2:24:27, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.5396, top5_acc: 0.7716, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.1084 2020-10-01 13:36:02,443 - mmaction - INFO - Epoch [14][1460/1997] lr: 7.500e-03, eta: 2 days, 2:24:13, time: 1.110, data_time: 0.001, memory: 8350, top1_acc: 0.5323, top5_acc: 0.7609, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.2705 2020-10-01 13:36:22,037 - mmaction - INFO - Epoch [14][1480/1997] lr: 7.500e-03, eta: 2 days, 2:23:43, time: 0.980, data_time: 0.002, memory: 8350, top1_acc: 0.5349, top5_acc: 0.7638, loss_cls: 2.0197, loss: 2.0197, grad_norm: 5.2244 2020-10-01 13:36:43,947 - mmaction - INFO - Epoch [14][1500/1997] lr: 7.500e-03, eta: 2 days, 2:23:27, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5224, top5_acc: 0.7643, loss_cls: 2.0361, loss: 2.0361, grad_norm: 5.1993 2020-10-01 13:37:03,948 - mmaction - INFO - Epoch [14][1520/1997] lr: 7.500e-03, eta: 2 days, 2:22:59, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.5237, top5_acc: 0.7747, loss_cls: 2.0132, loss: 2.0132, grad_norm: 5.1586 2020-10-01 13:37:25,245 - mmaction - INFO - Epoch [14][1540/1997] lr: 7.500e-03, eta: 2 days, 2:22:40, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5406, top5_acc: 0.7753, loss_cls: 2.0103, loss: 2.0103, grad_norm: 5.2527 2020-10-01 13:37:45,880 - mmaction - INFO - Epoch [14][1560/1997] lr: 7.500e-03, eta: 2 days, 2:22:16, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5289, top5_acc: 0.7669, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.2972 2020-10-01 13:38:06,859 - mmaction - INFO - Epoch [14][1580/1997] lr: 7.500e-03, eta: 2 days, 2:21:54, time: 1.048, data_time: 0.061, memory: 8350, top1_acc: 0.5312, top5_acc: 0.7586, loss_cls: 2.0448, loss: 2.0448, grad_norm: 5.1950 2020-10-01 13:38:27,617 - mmaction - INFO - Epoch [14][1600/1997] lr: 7.500e-03, eta: 2 days, 2:21:31, time: 1.038, data_time: 0.014, memory: 8350, top1_acc: 0.5344, top5_acc: 0.7706, loss_cls: 2.0031, loss: 2.0031, grad_norm: 5.1853 2020-10-01 13:38:49,331 - mmaction - INFO - Epoch [14][1620/1997] lr: 7.500e-03, eta: 2 days, 2:21:14, time: 1.085, data_time: 0.018, memory: 8350, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 2.0018, loss: 2.0018, grad_norm: 5.1500 2020-10-01 13:39:10,994 - mmaction - INFO - Epoch [14][1640/1997] lr: 7.500e-03, eta: 2 days, 2:20:57, time: 1.084, data_time: 0.006, memory: 8350, top1_acc: 0.5336, top5_acc: 0.7674, loss_cls: 2.0150, loss: 2.0150, grad_norm: 5.2072 2020-10-01 13:39:31,054 - mmaction - INFO - Epoch [14][1660/1997] lr: 7.500e-03, eta: 2 days, 2:20:30, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.5354, top5_acc: 0.7667, loss_cls: 2.0370, loss: 2.0370, grad_norm: 5.2168 2020-10-01 13:39:52,114 - mmaction - INFO - Epoch [14][1680/1997] lr: 7.500e-03, eta: 2 days, 2:20:09, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5344, top5_acc: 0.7786, loss_cls: 1.9718, loss: 1.9718, grad_norm: 5.2555 2020-10-01 13:40:13,446 - mmaction - INFO - Epoch [14][1700/1997] lr: 7.500e-03, eta: 2 days, 2:19:49, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5229, top5_acc: 0.7714, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.3633 2020-10-01 13:40:33,735 - mmaction - INFO - Epoch [14][1720/1997] lr: 7.500e-03, eta: 2 days, 2:19:23, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5315, top5_acc: 0.7643, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.2475 2020-10-01 13:40:56,042 - mmaction - INFO - Epoch [14][1740/1997] lr: 7.500e-03, eta: 2 days, 2:19:10, time: 1.115, data_time: 0.001, memory: 8350, top1_acc: 0.5432, top5_acc: 0.7747, loss_cls: 2.0091, loss: 2.0091, grad_norm: 5.1980 2020-10-01 13:41:15,265 - mmaction - INFO - Epoch [14][1760/1997] lr: 7.500e-03, eta: 2 days, 2:18:38, time: 0.961, data_time: 0.003, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7844, loss_cls: 1.9823, loss: 1.9823, grad_norm: 5.1306 2020-10-01 13:41:36,840 - mmaction - INFO - Epoch [14][1780/1997] lr: 7.500e-03, eta: 2 days, 2:18:20, time: 1.078, data_time: 0.003, memory: 8350, top1_acc: 0.5414, top5_acc: 0.7690, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.1049 2020-10-01 13:41:57,800 - mmaction - INFO - Epoch [14][1800/1997] lr: 7.500e-03, eta: 2 days, 2:17:58, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5346, top5_acc: 0.7714, loss_cls: 2.0115, loss: 2.0115, grad_norm: 5.1654 2020-10-01 13:42:18,460 - mmaction - INFO - Epoch [14][1820/1997] lr: 7.500e-03, eta: 2 days, 2:17:34, time: 1.033, data_time: 0.003, memory: 8350, top1_acc: 0.5505, top5_acc: 0.7740, loss_cls: 1.9453, loss: 1.9453, grad_norm: 5.0614 2020-10-01 13:42:39,283 - mmaction - INFO - Epoch [14][1840/1997] lr: 7.500e-03, eta: 2 days, 2:17:12, time: 1.042, data_time: 0.003, memory: 8350, top1_acc: 0.5276, top5_acc: 0.7737, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.3074 2020-10-01 13:43:01,324 - mmaction - INFO - Epoch [14][1860/1997] lr: 7.500e-03, eta: 2 days, 2:16:57, time: 1.102, data_time: 0.001, memory: 8350, top1_acc: 0.5177, top5_acc: 0.7648, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.2934 2020-10-01 13:43:21,446 - mmaction - INFO - Epoch [14][1880/1997] lr: 7.500e-03, eta: 2 days, 2:16:30, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.5299, top5_acc: 0.7688, loss_cls: 2.0069, loss: 2.0069, grad_norm: 5.2814 2020-10-01 13:43:43,632 - mmaction - INFO - Epoch [14][1900/1997] lr: 7.500e-03, eta: 2 days, 2:16:16, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.5471, top5_acc: 0.7755, loss_cls: 1.9825, loss: 1.9825, grad_norm: 5.1316 2020-10-01 13:44:03,927 - mmaction - INFO - Epoch [14][1920/1997] lr: 7.500e-03, eta: 2 days, 2:15:50, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5427, top5_acc: 0.7734, loss_cls: 1.9962, loss: 1.9962, grad_norm: 5.2181 2020-10-01 13:44:25,417 - mmaction - INFO - Epoch [14][1940/1997] lr: 7.500e-03, eta: 2 days, 2:15:32, time: 1.076, data_time: 0.003, memory: 8350, top1_acc: 0.5349, top5_acc: 0.7766, loss_cls: 2.0052, loss: 2.0052, grad_norm: 5.1703 2020-10-01 13:44:46,715 - mmaction - INFO - Epoch [14][1960/1997] lr: 7.500e-03, eta: 2 days, 2:15:12, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5349, top5_acc: 0.7732, loss_cls: 2.0025, loss: 2.0025, grad_norm: 5.0701 2020-10-01 13:45:07,809 - mmaction - INFO - Epoch [14][1980/1997] lr: 7.500e-03, eta: 2 days, 2:14:51, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5279, top5_acc: 0.7630, loss_cls: 2.0825, loss: 2.0825, grad_norm: 5.3524 2020-10-01 13:45:26,272 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-10-01 13:46:10,363 - mmaction - INFO - Epoch [15][20/1997] lr: 7.500e-03, eta: 2 days, 2:14:36, time: 2.140, data_time: 1.026, memory: 8350, top1_acc: 0.5409, top5_acc: 0.7755, loss_cls: 1.9840, loss: 1.9840, grad_norm: 5.2458 2020-10-01 13:46:31,626 - mmaction - INFO - Epoch [15][40/1997] lr: 7.500e-03, eta: 2 days, 2:14:16, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5424, top5_acc: 0.7716, loss_cls: 1.9892, loss: 1.9892, grad_norm: 5.1043 2020-10-01 13:46:52,662 - mmaction - INFO - Epoch [15][60/1997] lr: 7.500e-03, eta: 2 days, 2:13:54, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5437, top5_acc: 0.7758, loss_cls: 1.9939, loss: 1.9939, grad_norm: 5.1989 2020-10-01 13:47:14,003 - mmaction - INFO - Epoch [15][80/1997] lr: 7.500e-03, eta: 2 days, 2:13:35, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5341, top5_acc: 0.7732, loss_cls: 1.9898, loss: 1.9898, grad_norm: 5.2912 2020-10-01 13:47:36,010 - mmaction - INFO - Epoch [15][100/1997] lr: 7.500e-03, eta: 2 days, 2:13:20, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.5383, top5_acc: 0.7807, loss_cls: 1.9520, loss: 1.9520, grad_norm: 5.1035 2020-10-01 13:47:55,202 - mmaction - INFO - Epoch [15][120/1997] lr: 7.500e-03, eta: 2 days, 2:12:47, time: 0.959, data_time: 0.001, memory: 8350, top1_acc: 0.5414, top5_acc: 0.7792, loss_cls: 1.9937, loss: 1.9937, grad_norm: 5.1831 2020-10-01 13:48:16,330 - mmaction - INFO - Epoch [15][140/1997] lr: 7.500e-03, eta: 2 days, 2:12:27, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5190, top5_acc: 0.7674, loss_cls: 2.0432, loss: 2.0432, grad_norm: 5.4052 2020-10-01 13:48:37,772 - mmaction - INFO - Epoch [15][160/1997] lr: 7.500e-03, eta: 2 days, 2:12:08, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5341, top5_acc: 0.7818, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.1663 2020-10-01 13:48:58,917 - mmaction - INFO - Epoch [15][180/1997] lr: 7.500e-03, eta: 2 days, 2:11:47, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.5398, top5_acc: 0.7750, loss_cls: 1.9954, loss: 1.9954, grad_norm: 5.1882 2020-10-01 13:49:20,223 - mmaction - INFO - Epoch [15][200/1997] lr: 7.500e-03, eta: 2 days, 2:11:28, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.5336, top5_acc: 0.7760, loss_cls: 1.9756, loss: 1.9756, grad_norm: 5.2424 2020-10-01 13:49:40,446 - mmaction - INFO - Epoch [15][220/1997] lr: 7.500e-03, eta: 2 days, 2:11:01, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5513, top5_acc: 0.7906, loss_cls: 1.9101, loss: 1.9101, grad_norm: 5.1558 2020-10-01 13:50:00,764 - mmaction - INFO - Epoch [15][240/1997] lr: 7.500e-03, eta: 2 days, 2:10:36, time: 1.016, data_time: 0.016, memory: 8350, top1_acc: 0.5359, top5_acc: 0.7555, loss_cls: 2.0488, loss: 2.0488, grad_norm: 5.2382 2020-10-01 13:50:22,206 - mmaction - INFO - Epoch [15][260/1997] lr: 7.500e-03, eta: 2 days, 2:10:17, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.5375, top5_acc: 0.7708, loss_cls: 1.9946, loss: 1.9946, grad_norm: 5.2022 2020-10-01 13:50:43,460 - mmaction - INFO - Epoch [15][280/1997] lr: 7.500e-03, eta: 2 days, 2:09:57, time: 1.061, data_time: 0.021, memory: 8350, top1_acc: 0.5404, top5_acc: 0.7659, loss_cls: 2.0302, loss: 2.0302, grad_norm: 5.2920 2020-10-01 13:51:04,299 - mmaction - INFO - Epoch [15][300/1997] lr: 7.500e-03, eta: 2 days, 2:09:35, time: 1.044, data_time: 0.180, memory: 8350, top1_acc: 0.5388, top5_acc: 0.7672, loss_cls: 2.0265, loss: 2.0265, grad_norm: 5.2763 2020-10-01 13:51:26,264 - mmaction - INFO - Epoch [15][320/1997] lr: 7.500e-03, eta: 2 days, 2:09:19, time: 1.097, data_time: 0.007, memory: 8350, top1_acc: 0.5456, top5_acc: 0.7773, loss_cls: 1.9660, loss: 1.9660, grad_norm: 5.2158 2020-10-01 13:51:47,674 - mmaction - INFO - Epoch [15][340/1997] lr: 7.500e-03, eta: 2 days, 2:09:00, time: 1.070, data_time: 0.004, memory: 8350, top1_acc: 0.5294, top5_acc: 0.7674, loss_cls: 2.0365, loss: 2.0365, grad_norm: 5.2507 2020-10-01 13:52:07,469 - mmaction - INFO - Epoch [15][360/1997] lr: 7.500e-03, eta: 2 days, 2:08:31, time: 0.991, data_time: 0.002, memory: 8350, top1_acc: 0.5521, top5_acc: 0.7768, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.1124 2020-10-01 13:52:29,031 - mmaction - INFO - Epoch [15][380/1997] lr: 7.500e-03, eta: 2 days, 2:08:13, time: 1.078, data_time: 0.112, memory: 8350, top1_acc: 0.5417, top5_acc: 0.7789, loss_cls: 1.9836, loss: 1.9836, grad_norm: 5.0825 2020-10-01 13:52:49,797 - mmaction - INFO - Epoch [15][400/1997] lr: 7.500e-03, eta: 2 days, 2:07:50, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7724, loss_cls: 1.9667, loss: 1.9667, grad_norm: 5.0888 2020-10-01 13:53:10,442 - mmaction - INFO - Epoch [15][420/1997] lr: 7.500e-03, eta: 2 days, 2:07:27, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5565, top5_acc: 0.7828, loss_cls: 1.9146, loss: 1.9146, grad_norm: 5.0374 2020-10-01 13:53:31,547 - mmaction - INFO - Epoch [15][440/1997] lr: 7.500e-03, eta: 2 days, 2:07:06, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.5445, top5_acc: 0.7789, loss_cls: 1.9797, loss: 1.9797, grad_norm: 5.1990 2020-10-01 13:53:52,977 - mmaction - INFO - Epoch [15][460/1997] lr: 7.500e-03, eta: 2 days, 2:06:47, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.5281, top5_acc: 0.7607, loss_cls: 2.0504, loss: 2.0504, grad_norm: 5.2790 2020-10-01 13:54:12,913 - mmaction - INFO - Epoch [15][480/1997] lr: 7.500e-03, eta: 2 days, 2:06:19, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.5378, top5_acc: 0.7708, loss_cls: 2.0000, loss: 2.0000, grad_norm: 5.2495 2020-10-01 13:54:34,503 - mmaction - INFO - Epoch [15][500/1997] lr: 7.500e-03, eta: 2 days, 2:06:01, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5273, top5_acc: 0.7622, loss_cls: 2.0591, loss: 2.0591, grad_norm: 5.2600 2020-10-01 13:54:56,690 - mmaction - INFO - Epoch [15][520/1997] lr: 7.500e-03, eta: 2 days, 2:05:47, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.5365, top5_acc: 0.7719, loss_cls: 2.0215, loss: 2.0215, grad_norm: 5.2627 2020-10-01 13:55:17,164 - mmaction - INFO - Epoch [15][540/1997] lr: 7.500e-03, eta: 2 days, 2:05:22, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5341, top5_acc: 0.7648, loss_cls: 2.0227, loss: 2.0227, grad_norm: 5.2675 2020-10-01 13:55:38,796 - mmaction - INFO - Epoch [15][560/1997] lr: 7.500e-03, eta: 2 days, 2:05:05, time: 1.083, data_time: 0.003, memory: 8350, top1_acc: 0.5385, top5_acc: 0.7714, loss_cls: 1.9868, loss: 1.9868, grad_norm: 5.1736 2020-10-01 13:56:00,336 - mmaction - INFO - Epoch [15][580/1997] lr: 7.500e-03, eta: 2 days, 2:04:47, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5378, top5_acc: 0.7714, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.2030 2020-10-01 13:56:20,609 - mmaction - INFO - Epoch [15][600/1997] lr: 7.500e-03, eta: 2 days, 2:04:21, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5219, top5_acc: 0.7669, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.1599 2020-10-01 13:56:41,695 - mmaction - INFO - Epoch [15][620/1997] lr: 7.500e-03, eta: 2 days, 2:04:00, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5367, top5_acc: 0.7721, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.2487 2020-10-01 13:57:02,273 - mmaction - INFO - Epoch [15][640/1997] lr: 7.500e-03, eta: 2 days, 2:03:36, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7859, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.1098 2020-10-01 13:57:22,924 - mmaction - INFO - Epoch [15][660/1997] lr: 7.500e-03, eta: 2 days, 2:03:12, time: 1.034, data_time: 0.003, memory: 8350, top1_acc: 0.5245, top5_acc: 0.7617, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.2568 2020-10-01 13:57:43,280 - mmaction - INFO - Epoch [15][680/1997] lr: 7.500e-03, eta: 2 days, 2:02:47, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.5318, top5_acc: 0.7669, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.2922 2020-10-01 13:58:05,369 - mmaction - INFO - Epoch [15][700/1997] lr: 7.500e-03, eta: 2 days, 2:02:32, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5266, top5_acc: 0.7724, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.1778 2020-10-01 13:58:26,448 - mmaction - INFO - Epoch [15][720/1997] lr: 7.500e-03, eta: 2 days, 2:02:11, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.2554 2020-10-01 13:58:47,128 - mmaction - INFO - Epoch [15][740/1997] lr: 7.500e-03, eta: 2 days, 2:01:48, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5401, top5_acc: 0.7815, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.2469 2020-10-01 13:59:07,663 - mmaction - INFO - Epoch [15][760/1997] lr: 7.500e-03, eta: 2 days, 2:01:23, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7750, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.2655 2020-10-01 13:59:28,951 - mmaction - INFO - Epoch [15][780/1997] lr: 7.500e-03, eta: 2 days, 2:01:04, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5320, top5_acc: 0.7682, loss_cls: 2.0205, loss: 2.0205, grad_norm: 5.2161 2020-10-01 13:59:49,366 - mmaction - INFO - Epoch [15][800/1997] lr: 7.500e-03, eta: 2 days, 2:00:39, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.5302, top5_acc: 0.7703, loss_cls: 1.9909, loss: 1.9909, grad_norm: 5.1464 2020-10-01 14:00:10,547 - mmaction - INFO - Epoch [15][820/1997] lr: 7.500e-03, eta: 2 days, 2:00:18, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5299, top5_acc: 0.7672, loss_cls: 2.0274, loss: 2.0274, grad_norm: 5.1286 2020-10-01 14:00:31,562 - mmaction - INFO - Epoch [15][840/1997] lr: 7.500e-03, eta: 2 days, 1:59:57, time: 1.053, data_time: 0.004, memory: 8350, top1_acc: 0.5339, top5_acc: 0.7784, loss_cls: 1.9675, loss: 1.9675, grad_norm: 5.1815 2020-10-01 14:00:53,356 - mmaction - INFO - Epoch [15][860/1997] lr: 7.500e-03, eta: 2 days, 1:59:40, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.5375, top5_acc: 0.7740, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.1659 2020-10-01 14:01:13,309 - mmaction - INFO - Epoch [15][880/1997] lr: 7.500e-03, eta: 2 days, 1:59:13, time: 0.999, data_time: 0.003, memory: 8350, top1_acc: 0.5573, top5_acc: 0.7747, loss_cls: 1.9839, loss: 1.9839, grad_norm: 5.1730 2020-10-01 14:01:35,127 - mmaction - INFO - Epoch [15][900/1997] lr: 7.500e-03, eta: 2 days, 1:58:56, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7828, loss_cls: 1.9659, loss: 1.9659, grad_norm: 5.1364 2020-10-01 14:01:55,679 - mmaction - INFO - Epoch [15][920/1997] lr: 7.500e-03, eta: 2 days, 1:58:32, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5432, top5_acc: 0.7612, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.1231 2020-10-01 14:02:15,485 - mmaction - INFO - Epoch [15][940/1997] lr: 7.500e-03, eta: 2 days, 1:58:03, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.5266, top5_acc: 0.7669, loss_cls: 2.0365, loss: 2.0365, grad_norm: 5.1216 2020-10-01 14:02:37,177 - mmaction - INFO - Epoch [15][960/1997] lr: 7.500e-03, eta: 2 days, 1:57:46, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5417, top5_acc: 0.7742, loss_cls: 1.9742, loss: 1.9742, grad_norm: 5.1617 2020-10-01 14:02:57,812 - mmaction - INFO - Epoch [15][980/1997] lr: 7.500e-03, eta: 2 days, 1:57:22, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5542, top5_acc: 0.7745, loss_cls: 1.9602, loss: 1.9602, grad_norm: 5.2214 2020-10-01 14:03:18,058 - mmaction - INFO - Epoch [15][1000/1997] lr: 7.500e-03, eta: 2 days, 1:56:57, time: 1.012, data_time: 0.020, memory: 8350, top1_acc: 0.5414, top5_acc: 0.7690, loss_cls: 2.0177, loss: 2.0177, grad_norm: 5.3110 2020-10-01 14:03:39,466 - mmaction - INFO - Epoch [15][1020/1997] lr: 7.500e-03, eta: 2 days, 1:56:37, time: 1.070, data_time: 0.071, memory: 8350, top1_acc: 0.5497, top5_acc: 0.7839, loss_cls: 1.9553, loss: 1.9553, grad_norm: 5.0683 2020-10-01 14:04:00,628 - mmaction - INFO - Epoch [15][1040/1997] lr: 7.500e-03, eta: 2 days, 1:56:17, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5521, top5_acc: 0.7792, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.1179 2020-10-01 14:04:22,298 - mmaction - INFO - Epoch [15][1060/1997] lr: 7.500e-03, eta: 2 days, 1:56:00, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5435, top5_acc: 0.7596, loss_cls: 2.0031, loss: 2.0031, grad_norm: 5.1680 2020-10-01 14:04:42,867 - mmaction - INFO - Epoch [15][1080/1997] lr: 7.500e-03, eta: 2 days, 1:55:35, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5378, top5_acc: 0.7708, loss_cls: 1.9974, loss: 1.9974, grad_norm: 5.1475 2020-10-01 14:05:04,023 - mmaction - INFO - Epoch [15][1100/1997] lr: 7.500e-03, eta: 2 days, 1:55:15, time: 1.058, data_time: 0.003, memory: 8350, top1_acc: 0.5247, top5_acc: 0.7562, loss_cls: 2.1122, loss: 2.1122, grad_norm: 5.3199 2020-10-01 14:05:25,038 - mmaction - INFO - Epoch [15][1120/1997] lr: 7.500e-03, eta: 2 days, 1:54:54, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5380, top5_acc: 0.7695, loss_cls: 2.0090, loss: 2.0090, grad_norm: 5.1763 2020-10-01 14:05:45,756 - mmaction - INFO - Epoch [15][1140/1997] lr: 7.500e-03, eta: 2 days, 1:54:31, time: 1.038, data_time: 0.003, memory: 8350, top1_acc: 0.5398, top5_acc: 0.7674, loss_cls: 2.0075, loss: 2.0075, grad_norm: 5.1755 2020-10-01 14:06:06,583 - mmaction - INFO - Epoch [15][1160/1997] lr: 7.500e-03, eta: 2 days, 1:54:08, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.5424, top5_acc: 0.7654, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.1965 2020-10-01 14:06:26,977 - mmaction - INFO - Epoch [15][1180/1997] lr: 7.500e-03, eta: 2 days, 1:53:43, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5326, top5_acc: 0.7661, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.2209 2020-10-01 14:06:48,418 - mmaction - INFO - Epoch [15][1200/1997] lr: 7.500e-03, eta: 2 days, 1:53:24, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5471, top5_acc: 0.7755, loss_cls: 1.9723, loss: 1.9723, grad_norm: 5.2113 2020-10-01 14:07:09,669 - mmaction - INFO - Epoch [15][1220/1997] lr: 7.500e-03, eta: 2 days, 1:53:04, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5440, top5_acc: 0.7802, loss_cls: 1.9552, loss: 1.9552, grad_norm: 5.0284 2020-10-01 14:07:29,748 - mmaction - INFO - Epoch [15][1240/1997] lr: 7.500e-03, eta: 2 days, 1:52:38, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5497, top5_acc: 0.7760, loss_cls: 1.9776, loss: 1.9776, grad_norm: 5.1578 2020-10-01 14:07:51,836 - mmaction - INFO - Epoch [15][1260/1997] lr: 7.500e-03, eta: 2 days, 1:52:22, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7714, loss_cls: 2.0001, loss: 2.0001, grad_norm: 5.2046 2020-10-01 14:08:12,562 - mmaction - INFO - Epoch [15][1280/1997] lr: 7.500e-03, eta: 2 days, 1:51:59, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.5401, top5_acc: 0.7672, loss_cls: 2.0302, loss: 2.0302, grad_norm: 5.2463 2020-10-01 14:08:32,795 - mmaction - INFO - Epoch [15][1300/1997] lr: 7.500e-03, eta: 2 days, 1:51:34, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5341, top5_acc: 0.7698, loss_cls: 1.9970, loss: 1.9970, grad_norm: 5.2363 2020-10-01 14:08:52,631 - mmaction - INFO - Epoch [15][1320/1997] lr: 7.500e-03, eta: 2 days, 1:51:05, time: 0.992, data_time: 0.001, memory: 8350, top1_acc: 0.5318, top5_acc: 0.7661, loss_cls: 2.0151, loss: 2.0151, grad_norm: 5.2316 2020-10-01 14:09:15,249 - mmaction - INFO - Epoch [15][1340/1997] lr: 7.500e-03, eta: 2 days, 1:50:53, time: 1.130, data_time: 0.001, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7766, loss_cls: 1.9965, loss: 1.9965, grad_norm: 5.2189 2020-10-01 14:09:36,746 - mmaction - INFO - Epoch [15][1360/1997] lr: 7.500e-03, eta: 2 days, 1:50:35, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5461, top5_acc: 0.7768, loss_cls: 1.9684, loss: 1.9684, grad_norm: 5.2238 2020-10-01 14:09:56,057 - mmaction - INFO - Epoch [15][1380/1997] lr: 7.500e-03, eta: 2 days, 1:50:04, time: 0.965, data_time: 0.002, memory: 8350, top1_acc: 0.5318, top5_acc: 0.7690, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.1769 2020-10-01 14:10:17,668 - mmaction - INFO - Epoch [15][1400/1997] lr: 7.500e-03, eta: 2 days, 1:49:46, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5505, top5_acc: 0.7768, loss_cls: 1.9711, loss: 1.9711, grad_norm: 5.0803 2020-10-01 14:10:39,333 - mmaction - INFO - Epoch [15][1420/1997] lr: 7.500e-03, eta: 2 days, 1:49:28, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5354, top5_acc: 0.7727, loss_cls: 2.0000, loss: 2.0000, grad_norm: 5.2954 2020-10-01 14:11:01,883 - mmaction - INFO - Epoch [15][1440/1997] lr: 7.500e-03, eta: 2 days, 1:49:16, time: 1.128, data_time: 0.002, memory: 8350, top1_acc: 0.5339, top5_acc: 0.7690, loss_cls: 2.0173, loss: 2.0173, grad_norm: 5.1513 2020-10-01 14:11:22,859 - mmaction - INFO - Epoch [15][1460/1997] lr: 7.500e-03, eta: 2 days, 1:48:54, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5323, top5_acc: 0.7708, loss_cls: 2.0192, loss: 2.0192, grad_norm: 5.2134 2020-10-01 14:11:43,186 - mmaction - INFO - Epoch [15][1480/1997] lr: 7.500e-03, eta: 2 days, 1:48:29, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.5424, top5_acc: 0.7721, loss_cls: 1.9648, loss: 1.9648, grad_norm: 5.1094 2020-10-01 14:12:03,895 - mmaction - INFO - Epoch [15][1500/1997] lr: 7.500e-03, eta: 2 days, 1:48:06, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7789, loss_cls: 1.9474, loss: 1.9474, grad_norm: 5.1572 2020-10-01 14:12:25,759 - mmaction - INFO - Epoch [15][1520/1997] lr: 7.500e-03, eta: 2 days, 1:47:49, time: 1.094, data_time: 0.003, memory: 8350, top1_acc: 0.5383, top5_acc: 0.7750, loss_cls: 1.9656, loss: 1.9656, grad_norm: 5.2066 2020-10-01 14:12:47,027 - mmaction - INFO - Epoch [15][1540/1997] lr: 7.500e-03, eta: 2 days, 1:47:29, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5289, top5_acc: 0.7768, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.2824 2020-10-01 14:13:07,184 - mmaction - INFO - Epoch [15][1560/1997] lr: 7.500e-03, eta: 2 days, 1:47:03, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5440, top5_acc: 0.7805, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.1532 2020-10-01 14:13:27,058 - mmaction - INFO - Epoch [15][1580/1997] lr: 7.500e-03, eta: 2 days, 1:46:35, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.5289, top5_acc: 0.7755, loss_cls: 2.0184, loss: 2.0184, grad_norm: 5.1644 2020-10-01 14:13:48,695 - mmaction - INFO - Epoch [15][1600/1997] lr: 7.500e-03, eta: 2 days, 1:46:17, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.5388, top5_acc: 0.7773, loss_cls: 1.9969, loss: 1.9969, grad_norm: 5.2280 2020-10-01 14:14:08,970 - mmaction - INFO - Epoch [15][1620/1997] lr: 7.500e-03, eta: 2 days, 1:45:52, time: 1.015, data_time: 0.003, memory: 8350, top1_acc: 0.5380, top5_acc: 0.7740, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.2201 2020-10-01 14:14:30,394 - mmaction - INFO - Epoch [15][1640/1997] lr: 7.500e-03, eta: 2 days, 1:45:33, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 2.0122, loss: 2.0122, grad_norm: 5.2333 2020-10-01 14:14:52,310 - mmaction - INFO - Epoch [15][1660/1997] lr: 7.500e-03, eta: 2 days, 1:45:17, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5396, top5_acc: 0.7714, loss_cls: 1.9912, loss: 1.9912, grad_norm: 5.1410 2020-10-01 14:15:13,190 - mmaction - INFO - Epoch [15][1680/1997] lr: 7.500e-03, eta: 2 days, 1:44:55, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.5328, top5_acc: 0.7755, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.2276 2020-10-01 14:15:34,909 - mmaction - INFO - Epoch [15][1700/1997] lr: 7.500e-03, eta: 2 days, 1:44:37, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5427, top5_acc: 0.7703, loss_cls: 2.0055, loss: 2.0055, grad_norm: 5.2890 2020-10-01 14:15:53,642 - mmaction - INFO - Epoch [15][1720/1997] lr: 7.500e-03, eta: 2 days, 1:44:03, time: 0.938, data_time: 0.002, memory: 8350, top1_acc: 0.5294, top5_acc: 0.7698, loss_cls: 2.0481, loss: 2.0481, grad_norm: 5.1977 2020-10-01 14:16:15,696 - mmaction - INFO - Epoch [15][1740/1997] lr: 7.500e-03, eta: 2 days, 1:43:48, time: 1.102, data_time: 0.001, memory: 8350, top1_acc: 0.5437, top5_acc: 0.7846, loss_cls: 1.9376, loss: 1.9376, grad_norm: 5.1407 2020-10-01 14:16:36,446 - mmaction - INFO - Epoch [15][1760/1997] lr: 7.500e-03, eta: 2 days, 1:43:25, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5339, top5_acc: 0.7698, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.3177 2020-10-01 14:16:57,588 - mmaction - INFO - Epoch [15][1780/1997] lr: 7.500e-03, eta: 2 days, 1:43:04, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.5523, top5_acc: 0.7711, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.1633 2020-10-01 14:17:19,125 - mmaction - INFO - Epoch [15][1800/1997] lr: 7.500e-03, eta: 2 days, 1:42:46, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5383, top5_acc: 0.7750, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.2146 2020-10-01 14:17:40,218 - mmaction - INFO - Epoch [15][1820/1997] lr: 7.500e-03, eta: 2 days, 1:42:25, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5318, top5_acc: 0.7716, loss_cls: 2.0180, loss: 2.0180, grad_norm: 5.3593 2020-10-01 14:18:00,762 - mmaction - INFO - Epoch [15][1840/1997] lr: 7.500e-03, eta: 2 days, 1:42:01, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.5417, top5_acc: 0.7711, loss_cls: 2.0128, loss: 2.0128, grad_norm: 5.2782 2020-10-01 14:18:20,732 - mmaction - INFO - Epoch [15][1860/1997] lr: 7.500e-03, eta: 2 days, 1:41:34, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.5284, top5_acc: 0.7641, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.2233 2020-10-01 14:18:41,701 - mmaction - INFO - Epoch [15][1880/1997] lr: 7.500e-03, eta: 2 days, 1:41:12, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5365, top5_acc: 0.7695, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.1984 2020-10-01 14:19:03,155 - mmaction - INFO - Epoch [15][1900/1997] lr: 7.500e-03, eta: 2 days, 1:40:53, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5482, top5_acc: 0.7810, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.2424 2020-10-01 14:19:23,351 - mmaction - INFO - Epoch [15][1920/1997] lr: 7.500e-03, eta: 2 days, 1:40:27, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7755, loss_cls: 1.9851, loss: 1.9851, grad_norm: 5.1007 2020-10-01 14:19:44,370 - mmaction - INFO - Epoch [15][1940/1997] lr: 7.500e-03, eta: 2 days, 1:40:06, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.5320, top5_acc: 0.7839, loss_cls: 1.9851, loss: 1.9851, grad_norm: 5.2996 2020-10-01 14:20:06,071 - mmaction - INFO - Epoch [15][1960/1997] lr: 7.500e-03, eta: 2 days, 1:39:48, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.5362, top5_acc: 0.7753, loss_cls: 1.9963, loss: 1.9963, grad_norm: 5.2840 2020-10-01 14:20:26,629 - mmaction - INFO - Epoch [15][1980/1997] lr: 7.500e-03, eta: 2 days, 1:39:24, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.3122 2020-10-01 14:20:45,184 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-01 14:23:38,646 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 14:23:40,181 - mmaction - INFO - top1_acc 0.6277 top5_acc 0.8564 2020-10-01 14:23:40,181 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 14:23:40,263 - mmaction - INFO - mean_acc 0.6263 2020-10-01 14:23:40,263 - mmaction - INFO - Now best checkpoint is epoch_15.pth 2020-10-01 14:23:40,280 - mmaction - INFO - Epoch(val) [15][1997] top1_acc: 0.6277, top5_acc: 0.8564, mean_class_accuracy: 0.6263 2020-10-01 14:24:22,117 - mmaction - INFO - Epoch [16][20/1997] lr: 7.500e-03, eta: 2 days, 1:39:02, time: 2.091, data_time: 0.983, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7745, loss_cls: 1.9708, loss: 1.9708, grad_norm: 5.1945 2020-10-01 14:24:43,504 - mmaction - INFO - Epoch [16][40/1997] lr: 7.500e-03, eta: 2 days, 1:38:43, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5531, top5_acc: 0.7880, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.2219 2020-10-01 14:25:04,113 - mmaction - INFO - Epoch [16][60/1997] lr: 7.500e-03, eta: 2 days, 1:38:19, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.5531, top5_acc: 0.7810, loss_cls: 1.9702, loss: 1.9702, grad_norm: 5.1345 2020-10-01 14:25:26,357 - mmaction - INFO - Epoch [16][80/1997] lr: 7.500e-03, eta: 2 days, 1:38:04, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.5427, top5_acc: 0.7703, loss_cls: 1.9949, loss: 1.9949, grad_norm: 5.1076 2020-10-01 14:25:47,022 - mmaction - INFO - Epoch [16][100/1997] lr: 7.500e-03, eta: 2 days, 1:37:41, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5453, top5_acc: 0.7802, loss_cls: 1.9263, loss: 1.9263, grad_norm: 5.1282 2020-10-01 14:26:08,005 - mmaction - INFO - Epoch [16][120/1997] lr: 7.500e-03, eta: 2 days, 1:37:20, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5479, top5_acc: 0.7846, loss_cls: 1.9558, loss: 1.9558, grad_norm: 5.1247 2020-10-01 14:26:29,816 - mmaction - INFO - Epoch [16][140/1997] lr: 7.500e-03, eta: 2 days, 1:37:03, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7747, loss_cls: 1.9887, loss: 1.9887, grad_norm: 5.1870 2020-10-01 14:26:49,699 - mmaction - INFO - Epoch [16][160/1997] lr: 7.500e-03, eta: 2 days, 1:36:35, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.5396, top5_acc: 0.7745, loss_cls: 1.9866, loss: 1.9866, grad_norm: 5.2474 2020-10-01 14:27:10,141 - mmaction - INFO - Epoch [16][180/1997] lr: 7.500e-03, eta: 2 days, 1:36:10, time: 1.022, data_time: 0.003, memory: 8350, top1_acc: 0.5542, top5_acc: 0.7750, loss_cls: 1.9587, loss: 1.9587, grad_norm: 5.2009 2020-10-01 14:27:31,722 - mmaction - INFO - Epoch [16][200/1997] lr: 7.500e-03, eta: 2 days, 1:35:52, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5435, top5_acc: 0.7776, loss_cls: 1.9550, loss: 1.9550, grad_norm: 5.1195 2020-10-01 14:27:52,384 - mmaction - INFO - Epoch [16][220/1997] lr: 7.500e-03, eta: 2 days, 1:35:29, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5349, top5_acc: 0.7711, loss_cls: 2.0016, loss: 2.0016, grad_norm: 5.0963 2020-10-01 14:28:14,595 - mmaction - INFO - Epoch [16][240/1997] lr: 7.500e-03, eta: 2 days, 1:35:14, time: 1.109, data_time: 0.001, memory: 8350, top1_acc: 0.5323, top5_acc: 0.7682, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.1783 2020-10-01 14:28:36,761 - mmaction - INFO - Epoch [16][260/1997] lr: 7.500e-03, eta: 2 days, 1:34:59, time: 1.109, data_time: 0.003, memory: 8350, top1_acc: 0.5375, top5_acc: 0.7721, loss_cls: 1.9855, loss: 1.9855, grad_norm: 5.1289 2020-10-01 14:28:56,834 - mmaction - INFO - Epoch [16][280/1997] lr: 7.500e-03, eta: 2 days, 1:34:33, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5482, top5_acc: 0.7839, loss_cls: 1.9367, loss: 1.9367, grad_norm: 5.2171 2020-10-01 14:29:18,348 - mmaction - INFO - Epoch [16][300/1997] lr: 7.500e-03, eta: 2 days, 1:34:14, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.5383, top5_acc: 0.7776, loss_cls: 1.9854, loss: 1.9854, grad_norm: 5.1974 2020-10-01 14:29:40,098 - mmaction - INFO - Epoch [16][320/1997] lr: 7.500e-03, eta: 2 days, 1:33:57, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.5573, top5_acc: 0.7870, loss_cls: 1.8883, loss: 1.8883, grad_norm: 5.1093 2020-10-01 14:29:59,695 - mmaction - INFO - Epoch [16][340/1997] lr: 7.500e-03, eta: 2 days, 1:33:28, time: 0.979, data_time: 0.001, memory: 8350, top1_acc: 0.5357, top5_acc: 0.7682, loss_cls: 1.9948, loss: 1.9948, grad_norm: 5.2898 2020-10-01 14:30:21,805 - mmaction - INFO - Epoch [16][360/1997] lr: 7.500e-03, eta: 2 days, 1:33:13, time: 1.106, data_time: 0.002, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7802, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.2003 2020-10-01 14:30:42,128 - mmaction - INFO - Epoch [16][380/1997] lr: 7.500e-03, eta: 2 days, 1:32:47, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.5404, top5_acc: 0.7755, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.2004 2020-10-01 14:31:03,230 - mmaction - INFO - Epoch [16][400/1997] lr: 7.500e-03, eta: 2 days, 1:32:27, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.9040, loss: 1.9040, grad_norm: 5.1372 2020-10-01 14:31:24,409 - mmaction - INFO - Epoch [16][420/1997] lr: 7.500e-03, eta: 2 days, 1:32:06, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.5443, top5_acc: 0.7812, loss_cls: 1.9558, loss: 1.9558, grad_norm: 5.1292 2020-10-01 14:31:45,289 - mmaction - INFO - Epoch [16][440/1997] lr: 7.500e-03, eta: 2 days, 1:31:44, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.5547, top5_acc: 0.7854, loss_cls: 1.9231, loss: 1.9231, grad_norm: 5.1029 2020-10-01 14:32:05,792 - mmaction - INFO - Epoch [16][460/1997] lr: 7.500e-03, eta: 2 days, 1:31:20, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.5549, top5_acc: 0.7823, loss_cls: 1.9228, loss: 1.9228, grad_norm: 5.1464 2020-10-01 14:32:27,590 - mmaction - INFO - Epoch [16][480/1997] lr: 7.500e-03, eta: 2 days, 1:31:03, time: 1.090, data_time: 0.003, memory: 8350, top1_acc: 0.5469, top5_acc: 0.7760, loss_cls: 1.9497, loss: 1.9497, grad_norm: 5.1972 2020-10-01 14:32:47,230 - mmaction - INFO - Epoch [16][500/1997] lr: 7.500e-03, eta: 2 days, 1:30:34, time: 0.983, data_time: 0.003, memory: 8350, top1_acc: 0.5380, top5_acc: 0.7698, loss_cls: 2.0072, loss: 2.0072, grad_norm: 5.2132 2020-10-01 14:33:09,386 - mmaction - INFO - Epoch [16][520/1997] lr: 7.500e-03, eta: 2 days, 1:30:19, time: 1.107, data_time: 0.001, memory: 8350, top1_acc: 0.5294, top5_acc: 0.7656, loss_cls: 2.0331, loss: 2.0331, grad_norm: 5.2870 2020-10-01 14:33:30,757 - mmaction - INFO - Epoch [16][540/1997] lr: 7.500e-03, eta: 2 days, 1:30:00, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5414, top5_acc: 0.7753, loss_cls: 1.9827, loss: 1.9827, grad_norm: 5.1440 2020-10-01 14:33:50,553 - mmaction - INFO - Epoch [16][560/1997] lr: 7.500e-03, eta: 2 days, 1:29:31, time: 0.988, data_time: 0.001, memory: 8350, top1_acc: 0.5398, top5_acc: 0.7742, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.3178 2020-10-01 14:34:11,264 - mmaction - INFO - Epoch [16][580/1997] lr: 7.500e-03, eta: 2 days, 1:29:09, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.5445, top5_acc: 0.7654, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.1665 2020-10-01 14:34:33,067 - mmaction - INFO - Epoch [16][600/1997] lr: 7.500e-03, eta: 2 days, 1:28:52, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5411, top5_acc: 0.7695, loss_cls: 2.0015, loss: 2.0015, grad_norm: 5.2176 2020-10-01 14:34:53,352 - mmaction - INFO - Epoch [16][620/1997] lr: 7.500e-03, eta: 2 days, 1:28:26, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7805, loss_cls: 1.9627, loss: 1.9627, grad_norm: 5.1378 2020-10-01 14:35:14,849 - mmaction - INFO - Epoch [16][640/1997] lr: 7.500e-03, eta: 2 days, 1:28:08, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5362, top5_acc: 0.7779, loss_cls: 1.9656, loss: 1.9656, grad_norm: 5.1935 2020-10-01 14:35:36,216 - mmaction - INFO - Epoch [16][660/1997] lr: 7.500e-03, eta: 2 days, 1:27:48, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5414, top5_acc: 0.7753, loss_cls: 1.9844, loss: 1.9844, grad_norm: 5.3061 2020-10-01 14:35:56,250 - mmaction - INFO - Epoch [16][680/1997] lr: 7.500e-03, eta: 2 days, 1:27:21, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5419, top5_acc: 0.7695, loss_cls: 1.9942, loss: 1.9942, grad_norm: 5.2130 2020-10-01 14:36:18,663 - mmaction - INFO - Epoch [16][700/1997] lr: 7.500e-03, eta: 2 days, 1:27:08, time: 1.121, data_time: 0.002, memory: 8350, top1_acc: 0.5490, top5_acc: 0.7810, loss_cls: 1.9711, loss: 1.9711, grad_norm: 5.1913 2020-10-01 14:36:38,070 - mmaction - INFO - Epoch [16][720/1997] lr: 7.500e-03, eta: 2 days, 1:26:38, time: 0.970, data_time: 0.002, memory: 8350, top1_acc: 0.5380, top5_acc: 0.7721, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.2352 2020-10-01 14:36:59,728 - mmaction - INFO - Epoch [16][740/1997] lr: 7.500e-03, eta: 2 days, 1:26:20, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7776, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.1634 2020-10-01 14:37:20,067 - mmaction - INFO - Epoch [16][760/1997] lr: 7.500e-03, eta: 2 days, 1:25:55, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5417, top5_acc: 0.7758, loss_cls: 1.9388, loss: 1.9388, grad_norm: 5.1776 2020-10-01 14:37:41,130 - mmaction - INFO - Epoch [16][780/1997] lr: 7.500e-03, eta: 2 days, 1:25:34, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5445, top5_acc: 0.7789, loss_cls: 1.9428, loss: 1.9428, grad_norm: 5.0908 2020-10-01 14:38:01,921 - mmaction - INFO - Epoch [16][800/1997] lr: 7.500e-03, eta: 2 days, 1:25:11, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.5404, top5_acc: 0.7641, loss_cls: 2.0066, loss: 2.0066, grad_norm: 5.1949 2020-10-01 14:38:22,578 - mmaction - INFO - Epoch [16][820/1997] lr: 7.500e-03, eta: 2 days, 1:24:48, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5396, top5_acc: 0.7711, loss_cls: 1.9838, loss: 1.9838, grad_norm: 5.1581 2020-10-01 14:38:43,663 - mmaction - INFO - Epoch [16][840/1997] lr: 7.500e-03, eta: 2 days, 1:24:27, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5495, top5_acc: 0.7867, loss_cls: 1.9001, loss: 1.9001, grad_norm: 5.1885 2020-10-01 14:39:05,223 - mmaction - INFO - Epoch [16][860/1997] lr: 7.500e-03, eta: 2 days, 1:24:09, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5367, top5_acc: 0.7701, loss_cls: 2.0215, loss: 2.0215, grad_norm: 5.2950 2020-10-01 14:39:27,393 - mmaction - INFO - Epoch [16][880/1997] lr: 7.500e-03, eta: 2 days, 1:23:54, time: 1.108, data_time: 0.001, memory: 8350, top1_acc: 0.5568, top5_acc: 0.7841, loss_cls: 1.9312, loss: 1.9312, grad_norm: 5.1713 2020-10-01 14:39:48,716 - mmaction - INFO - Epoch [16][900/1997] lr: 7.500e-03, eta: 2 days, 1:23:34, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5396, top5_acc: 0.7763, loss_cls: 1.9706, loss: 1.9706, grad_norm: 5.1846 2020-10-01 14:40:09,195 - mmaction - INFO - Epoch [16][920/1997] lr: 7.500e-03, eta: 2 days, 1:23:10, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5398, top5_acc: 0.7768, loss_cls: 1.9484, loss: 1.9484, grad_norm: 5.1618 2020-10-01 14:40:29,423 - mmaction - INFO - Epoch [16][940/1997] lr: 7.500e-03, eta: 2 days, 1:22:44, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.5500, top5_acc: 0.7648, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.2846 2020-10-01 14:40:50,822 - mmaction - INFO - Epoch [16][960/1997] lr: 7.500e-03, eta: 2 days, 1:22:25, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.5310, top5_acc: 0.7753, loss_cls: 2.0088, loss: 2.0088, grad_norm: 5.2198 2020-10-01 14:41:11,191 - mmaction - INFO - Epoch [16][980/1997] lr: 7.500e-03, eta: 2 days, 1:22:00, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5513, top5_acc: 0.7862, loss_cls: 1.9218, loss: 1.9218, grad_norm: 5.0847 2020-10-01 14:41:32,332 - mmaction - INFO - Epoch [16][1000/1997] lr: 7.500e-03, eta: 2 days, 1:21:40, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5414, top5_acc: 0.7729, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.2299 2020-10-01 14:41:54,171 - mmaction - INFO - Epoch [16][1020/1997] lr: 7.500e-03, eta: 2 days, 1:21:23, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.5310, top5_acc: 0.7799, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.2476 2020-10-01 14:42:14,321 - mmaction - INFO - Epoch [16][1040/1997] lr: 7.500e-03, eta: 2 days, 1:20:57, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.5435, top5_acc: 0.7674, loss_cls: 1.9906, loss: 1.9906, grad_norm: 5.1668 2020-10-01 14:42:34,909 - mmaction - INFO - Epoch [16][1060/1997] lr: 7.500e-03, eta: 2 days, 1:20:33, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5599, top5_acc: 0.7849, loss_cls: 1.9194, loss: 1.9194, grad_norm: 5.1656 2020-10-01 14:42:55,505 - mmaction - INFO - Epoch [16][1080/1997] lr: 7.500e-03, eta: 2 days, 1:20:09, time: 1.031, data_time: 0.003, memory: 8350, top1_acc: 0.5443, top5_acc: 0.7701, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.1718 2020-10-01 14:43:17,593 - mmaction - INFO - Epoch [16][1100/1997] lr: 7.500e-03, eta: 2 days, 1:19:54, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7792, loss_cls: 1.9823, loss: 1.9823, grad_norm: 5.2347 2020-10-01 14:43:38,424 - mmaction - INFO - Epoch [16][1120/1997] lr: 7.500e-03, eta: 2 days, 1:19:32, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7794, loss_cls: 1.9447, loss: 1.9447, grad_norm: 5.2585 2020-10-01 14:43:59,525 - mmaction - INFO - Epoch [16][1140/1997] lr: 7.500e-03, eta: 2 days, 1:19:11, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5409, top5_acc: 0.7641, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.2681 2020-10-01 14:44:19,734 - mmaction - INFO - Epoch [16][1160/1997] lr: 7.500e-03, eta: 2 days, 1:18:45, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.5456, top5_acc: 0.7839, loss_cls: 1.9538, loss: 1.9538, grad_norm: 5.1076 2020-10-01 14:44:41,605 - mmaction - INFO - Epoch [16][1180/1997] lr: 7.500e-03, eta: 2 days, 1:18:28, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.5552, top5_acc: 0.7794, loss_cls: 1.9409, loss: 1.9409, grad_norm: 5.1469 2020-10-01 14:45:02,708 - mmaction - INFO - Epoch [16][1200/1997] lr: 7.500e-03, eta: 2 days, 1:18:08, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.5464, top5_acc: 0.7727, loss_cls: 1.9704, loss: 1.9704, grad_norm: 5.1304 2020-10-01 14:45:23,075 - mmaction - INFO - Epoch [16][1220/1997] lr: 7.500e-03, eta: 2 days, 1:17:43, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5333, top5_acc: 0.7703, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.1399 2020-10-01 14:45:44,032 - mmaction - INFO - Epoch [16][1240/1997] lr: 7.500e-03, eta: 2 days, 1:17:21, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5339, top5_acc: 0.7729, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.2436 2020-10-01 14:46:04,919 - mmaction - INFO - Epoch [16][1260/1997] lr: 7.500e-03, eta: 2 days, 1:16:59, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.5255, top5_acc: 0.7677, loss_cls: 2.0263, loss: 2.0263, grad_norm: 5.2182 2020-10-01 14:46:25,768 - mmaction - INFO - Epoch [16][1280/1997] lr: 7.500e-03, eta: 2 days, 1:16:37, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7695, loss_cls: 1.9821, loss: 1.9821, grad_norm: 5.2060 2020-10-01 14:46:46,958 - mmaction - INFO - Epoch [16][1300/1997] lr: 7.500e-03, eta: 2 days, 1:16:17, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5370, top5_acc: 0.7680, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.2622 2020-10-01 14:47:07,599 - mmaction - INFO - Epoch [16][1320/1997] lr: 7.500e-03, eta: 2 days, 1:15:53, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5260, top5_acc: 0.7685, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.2733 2020-10-01 14:47:28,798 - mmaction - INFO - Epoch [16][1340/1997] lr: 7.500e-03, eta: 2 days, 1:15:33, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5411, top5_acc: 0.7768, loss_cls: 1.9733, loss: 1.9733, grad_norm: 5.1669 2020-10-01 14:47:49,207 - mmaction - INFO - Epoch [16][1360/1997] lr: 7.500e-03, eta: 2 days, 1:15:08, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.5401, top5_acc: 0.7690, loss_cls: 2.0021, loss: 2.0021, grad_norm: 5.1553 2020-10-01 14:48:10,852 - mmaction - INFO - Epoch [16][1380/1997] lr: 7.500e-03, eta: 2 days, 1:14:50, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5529, top5_acc: 0.7911, loss_cls: 1.9305, loss: 1.9305, grad_norm: 5.0949 2020-10-01 14:48:31,894 - mmaction - INFO - Epoch [16][1400/1997] lr: 7.500e-03, eta: 2 days, 1:14:29, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.5490, top5_acc: 0.7716, loss_cls: 1.9794, loss: 1.9794, grad_norm: 5.1743 2020-10-01 14:48:53,449 - mmaction - INFO - Epoch [16][1420/1997] lr: 7.500e-03, eta: 2 days, 1:14:11, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5339, top5_acc: 0.7620, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.3594 2020-10-01 14:49:14,959 - mmaction - INFO - Epoch [16][1440/1997] lr: 7.500e-03, eta: 2 days, 1:13:52, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5326, top5_acc: 0.7753, loss_cls: 1.9730, loss: 1.9730, grad_norm: 5.1542 2020-10-01 14:49:36,081 - mmaction - INFO - Epoch [16][1460/1997] lr: 7.500e-03, eta: 2 days, 1:13:31, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.5451, top5_acc: 0.7763, loss_cls: 1.9588, loss: 1.9588, grad_norm: 5.0445 2020-10-01 14:49:56,289 - mmaction - INFO - Epoch [16][1480/1997] lr: 7.500e-03, eta: 2 days, 1:13:06, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5396, top5_acc: 0.7706, loss_cls: 1.9960, loss: 1.9960, grad_norm: 5.2094 2020-10-01 14:50:17,608 - mmaction - INFO - Epoch [16][1500/1997] lr: 7.500e-03, eta: 2 days, 1:12:46, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7805, loss_cls: 1.9478, loss: 1.9478, grad_norm: 5.0961 2020-10-01 14:50:38,707 - mmaction - INFO - Epoch [16][1520/1997] lr: 7.500e-03, eta: 2 days, 1:12:25, time: 1.054, data_time: 0.021, memory: 8350, top1_acc: 0.5458, top5_acc: 0.7724, loss_cls: 1.9900, loss: 1.9900, grad_norm: 5.2474 2020-10-01 14:50:59,236 - mmaction - INFO - Epoch [16][1540/1997] lr: 7.500e-03, eta: 2 days, 1:12:01, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7667, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.2899 2020-10-01 14:51:19,320 - mmaction - INFO - Epoch [16][1560/1997] lr: 7.500e-03, eta: 2 days, 1:11:35, time: 1.004, data_time: 0.020, memory: 8350, top1_acc: 0.5284, top5_acc: 0.7773, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.2200 2020-10-01 14:51:40,601 - mmaction - INFO - Epoch [16][1580/1997] lr: 7.500e-03, eta: 2 days, 1:11:15, time: 1.065, data_time: 0.030, memory: 8350, top1_acc: 0.5443, top5_acc: 0.7841, loss_cls: 1.9697, loss: 1.9697, grad_norm: 5.2422 2020-10-01 14:52:02,319 - mmaction - INFO - Epoch [16][1600/1997] lr: 7.500e-03, eta: 2 days, 1:10:58, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.5534, top5_acc: 0.7846, loss_cls: 1.9470, loss: 1.9470, grad_norm: 5.2107 2020-10-01 14:52:22,345 - mmaction - INFO - Epoch [16][1620/1997] lr: 7.500e-03, eta: 2 days, 1:10:31, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.5555, top5_acc: 0.7802, loss_cls: 1.9084, loss: 1.9084, grad_norm: 5.0911 2020-10-01 14:52:44,061 - mmaction - INFO - Epoch [16][1640/1997] lr: 7.500e-03, eta: 2 days, 1:10:14, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5409, top5_acc: 0.7758, loss_cls: 1.9577, loss: 1.9577, grad_norm: 5.1717 2020-10-01 14:53:05,189 - mmaction - INFO - Epoch [16][1660/1997] lr: 7.500e-03, eta: 2 days, 1:09:53, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7883, loss_cls: 1.9214, loss: 1.9214, grad_norm: 5.0668 2020-10-01 14:53:25,718 - mmaction - INFO - Epoch [16][1680/1997] lr: 7.500e-03, eta: 2 days, 1:09:29, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5305, top5_acc: 0.7667, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.2325 2020-10-01 14:53:46,724 - mmaction - INFO - Epoch [16][1700/1997] lr: 7.500e-03, eta: 2 days, 1:09:08, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5461, top5_acc: 0.7781, loss_cls: 1.9783, loss: 1.9783, grad_norm: 5.2294 2020-10-01 14:54:08,887 - mmaction - INFO - Epoch [16][1720/1997] lr: 7.500e-03, eta: 2 days, 1:08:52, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.5456, top5_acc: 0.7810, loss_cls: 1.9521, loss: 1.9521, grad_norm: 5.2137 2020-10-01 14:54:28,962 - mmaction - INFO - Epoch [16][1740/1997] lr: 7.500e-03, eta: 2 days, 1:08:26, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.5508, top5_acc: 0.7727, loss_cls: 1.9256, loss: 1.9256, grad_norm: 5.2835 2020-10-01 14:54:49,315 - mmaction - INFO - Epoch [16][1760/1997] lr: 7.500e-03, eta: 2 days, 1:08:01, time: 1.018, data_time: 0.001, memory: 8350, top1_acc: 0.5354, top5_acc: 0.7706, loss_cls: 2.0111, loss: 2.0111, grad_norm: 5.3051 2020-10-01 14:55:11,256 - mmaction - INFO - Epoch [16][1780/1997] lr: 7.500e-03, eta: 2 days, 1:07:45, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5521, top5_acc: 0.7818, loss_cls: 1.9476, loss: 1.9476, grad_norm: 5.0935 2020-10-01 14:55:31,812 - mmaction - INFO - Epoch [16][1800/1997] lr: 7.500e-03, eta: 2 days, 1:07:21, time: 1.028, data_time: 0.003, memory: 8350, top1_acc: 0.5378, top5_acc: 0.7604, loss_cls: 2.0125, loss: 2.0125, grad_norm: 5.1440 2020-10-01 14:55:52,366 - mmaction - INFO - Epoch [16][1820/1997] lr: 7.500e-03, eta: 2 days, 1:06:57, time: 1.028, data_time: 0.003, memory: 8350, top1_acc: 0.5443, top5_acc: 0.7771, loss_cls: 1.9498, loss: 1.9498, grad_norm: 5.1692 2020-10-01 14:56:14,030 - mmaction - INFO - Epoch [16][1840/1997] lr: 7.500e-03, eta: 2 days, 1:06:40, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5393, top5_acc: 0.7698, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.2647 2020-10-01 14:56:34,022 - mmaction - INFO - Epoch [16][1860/1997] lr: 7.500e-03, eta: 2 days, 1:06:13, time: 1.000, data_time: 0.003, memory: 8350, top1_acc: 0.5461, top5_acc: 0.7703, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.2489 2020-10-01 14:56:54,970 - mmaction - INFO - Epoch [16][1880/1997] lr: 7.500e-03, eta: 2 days, 1:05:51, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5437, top5_acc: 0.7729, loss_cls: 1.9650, loss: 1.9650, grad_norm: 5.1542 2020-10-01 14:57:15,830 - mmaction - INFO - Epoch [16][1900/1997] lr: 7.500e-03, eta: 2 days, 1:05:29, time: 1.043, data_time: 0.003, memory: 8350, top1_acc: 0.5396, top5_acc: 0.7729, loss_cls: 1.9955, loss: 1.9955, grad_norm: 5.2629 2020-10-01 14:57:37,016 - mmaction - INFO - Epoch [16][1920/1997] lr: 7.500e-03, eta: 2 days, 1:05:09, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.5318, top5_acc: 0.7622, loss_cls: 2.0439, loss: 2.0439, grad_norm: 5.2366 2020-10-01 14:57:58,437 - mmaction - INFO - Epoch [16][1940/1997] lr: 7.500e-03, eta: 2 days, 1:04:50, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5589, top5_acc: 0.7786, loss_cls: 1.9565, loss: 1.9565, grad_norm: 5.1517 2020-10-01 14:58:18,601 - mmaction - INFO - Epoch [16][1960/1997] lr: 7.500e-03, eta: 2 days, 1:04:24, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5289, top5_acc: 0.7729, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.2015 2020-10-01 14:58:40,734 - mmaction - INFO - Epoch [16][1980/1997] lr: 7.500e-03, eta: 2 days, 1:04:08, time: 1.106, data_time: 0.001, memory: 8350, top1_acc: 0.5479, top5_acc: 0.7776, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.1855 2020-10-01 14:58:58,227 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-10-01 14:59:43,619 - mmaction - INFO - Epoch [17][20/1997] lr: 7.500e-03, eta: 2 days, 1:03:44, time: 2.088, data_time: 0.918, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7773, loss_cls: 1.9439, loss: 1.9439, grad_norm: 5.1560 2020-10-01 15:00:04,477 - mmaction - INFO - Epoch [17][40/1997] lr: 7.500e-03, eta: 2 days, 1:03:21, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.5474, top5_acc: 0.7719, loss_cls: 1.9985, loss: 1.9985, grad_norm: 5.1139 2020-10-01 15:00:24,987 - mmaction - INFO - Epoch [17][60/1997] lr: 7.500e-03, eta: 2 days, 1:02:58, time: 1.031, data_time: 0.008, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7750, loss_cls: 1.9768, loss: 1.9768, grad_norm: 5.2658 2020-10-01 15:00:45,572 - mmaction - INFO - Epoch [17][80/1997] lr: 7.500e-03, eta: 2 days, 1:02:35, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5583, top5_acc: 0.7914, loss_cls: 1.8666, loss: 1.8666, grad_norm: 5.0115 2020-10-01 15:01:06,943 - mmaction - INFO - Epoch [17][100/1997] lr: 7.500e-03, eta: 2 days, 1:02:15, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7805, loss_cls: 1.9017, loss: 1.9017, grad_norm: 5.1153 2020-10-01 15:01:27,286 - mmaction - INFO - Epoch [17][120/1997] lr: 7.500e-03, eta: 2 days, 1:01:50, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5458, top5_acc: 0.7755, loss_cls: 1.9692, loss: 1.9692, grad_norm: 5.2541 2020-10-01 15:01:49,107 - mmaction - INFO - Epoch [17][140/1997] lr: 7.500e-03, eta: 2 days, 1:01:33, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.5612, top5_acc: 0.7857, loss_cls: 1.9179, loss: 1.9179, grad_norm: 5.1466 2020-10-01 15:02:09,761 - mmaction - INFO - Epoch [17][160/1997] lr: 7.500e-03, eta: 2 days, 1:01:10, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7773, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.0818 2020-10-01 15:02:31,240 - mmaction - INFO - Epoch [17][180/1997] lr: 7.500e-03, eta: 2 days, 1:00:51, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5664, top5_acc: 0.7909, loss_cls: 1.8923, loss: 1.8923, grad_norm: 5.1647 2020-10-01 15:02:52,091 - mmaction - INFO - Epoch [17][200/1997] lr: 7.500e-03, eta: 2 days, 1:00:29, time: 1.043, data_time: 0.003, memory: 8350, top1_acc: 0.5607, top5_acc: 0.7865, loss_cls: 1.8979, loss: 1.8979, grad_norm: 5.2268 2020-10-01 15:03:13,077 - mmaction - INFO - Epoch [17][220/1997] lr: 7.500e-03, eta: 2 days, 1:00:07, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5299, top5_acc: 0.7687, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.2339 2020-10-01 15:03:33,038 - mmaction - INFO - Epoch [17][240/1997] lr: 7.500e-03, eta: 2 days, 0:59:41, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.5497, top5_acc: 0.7865, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.1513 2020-10-01 15:03:55,004 - mmaction - INFO - Epoch [17][260/1997] lr: 7.500e-03, eta: 2 days, 0:59:24, time: 1.097, data_time: 0.001, memory: 8350, top1_acc: 0.5422, top5_acc: 0.7729, loss_cls: 1.9908, loss: 1.9908, grad_norm: 5.2424 2020-10-01 15:04:16,037 - mmaction - INFO - Epoch [17][280/1997] lr: 7.500e-03, eta: 2 days, 0:59:03, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.5526, top5_acc: 0.7813, loss_cls: 1.9684, loss: 1.9684, grad_norm: 5.2305 2020-10-01 15:04:36,397 - mmaction - INFO - Epoch [17][300/1997] lr: 7.500e-03, eta: 2 days, 0:58:38, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5448, top5_acc: 0.7794, loss_cls: 1.9622, loss: 1.9622, grad_norm: 5.2446 2020-10-01 15:04:56,960 - mmaction - INFO - Epoch [17][320/1997] lr: 7.500e-03, eta: 2 days, 0:58:15, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7802, loss_cls: 1.9069, loss: 1.9069, grad_norm: 5.1326 2020-10-01 15:05:18,181 - mmaction - INFO - Epoch [17][340/1997] lr: 7.500e-03, eta: 2 days, 0:57:55, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5490, top5_acc: 0.7779, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.2113 2020-10-01 15:05:39,846 - mmaction - INFO - Epoch [17][360/1997] lr: 7.500e-03, eta: 2 days, 0:57:37, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7753, loss_cls: 1.9395, loss: 1.9395, grad_norm: 5.1679 2020-10-01 15:06:00,698 - mmaction - INFO - Epoch [17][380/1997] lr: 7.500e-03, eta: 2 days, 0:57:15, time: 1.042, data_time: 0.019, memory: 8350, top1_acc: 0.5521, top5_acc: 0.7862, loss_cls: 1.9444, loss: 1.9444, grad_norm: 5.2173 2020-10-01 15:06:21,062 - mmaction - INFO - Epoch [17][400/1997] lr: 7.500e-03, eta: 2 days, 0:56:50, time: 1.019, data_time: 0.030, memory: 8350, top1_acc: 0.5419, top5_acc: 0.7721, loss_cls: 1.9614, loss: 1.9614, grad_norm: 5.1893 2020-10-01 15:06:41,749 - mmaction - INFO - Epoch [17][420/1997] lr: 7.500e-03, eta: 2 days, 0:56:27, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5536, top5_acc: 0.7888, loss_cls: 1.9137, loss: 1.9137, grad_norm: 5.1786 2020-10-01 15:07:03,286 - mmaction - INFO - Epoch [17][440/1997] lr: 7.500e-03, eta: 2 days, 0:56:08, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5391, top5_acc: 0.7716, loss_cls: 1.9914, loss: 1.9914, grad_norm: 5.2628 2020-10-01 15:07:23,550 - mmaction - INFO - Epoch [17][460/1997] lr: 7.500e-03, eta: 2 days, 0:55:43, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5456, top5_acc: 0.7805, loss_cls: 1.9589, loss: 1.9589, grad_norm: 5.3135 2020-10-01 15:07:44,604 - mmaction - INFO - Epoch [17][480/1997] lr: 7.500e-03, eta: 2 days, 0:55:22, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5367, top5_acc: 0.7781, loss_cls: 1.9878, loss: 1.9878, grad_norm: 5.2041 2020-10-01 15:08:06,071 - mmaction - INFO - Epoch [17][500/1997] lr: 7.500e-03, eta: 2 days, 0:55:03, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5430, top5_acc: 0.7799, loss_cls: 1.9464, loss: 1.9464, grad_norm: 5.3114 2020-10-01 15:08:26,391 - mmaction - INFO - Epoch [17][520/1997] lr: 7.500e-03, eta: 2 days, 0:54:38, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7807, loss_cls: 1.9332, loss: 1.9332, grad_norm: 5.1911 2020-10-01 15:08:47,042 - mmaction - INFO - Epoch [17][540/1997] lr: 7.500e-03, eta: 2 days, 0:54:15, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5516, top5_acc: 0.7773, loss_cls: 1.9721, loss: 1.9721, grad_norm: 5.2139 2020-10-01 15:09:09,473 - mmaction - INFO - Epoch [17][560/1997] lr: 7.500e-03, eta: 2 days, 0:54:01, time: 1.121, data_time: 0.001, memory: 8350, top1_acc: 0.5547, top5_acc: 0.7961, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.0938 2020-10-01 15:09:29,280 - mmaction - INFO - Epoch [17][580/1997] lr: 7.500e-03, eta: 2 days, 0:53:34, time: 0.991, data_time: 0.002, memory: 8350, top1_acc: 0.5469, top5_acc: 0.7841, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.2553 2020-10-01 15:09:51,170 - mmaction - INFO - Epoch [17][600/1997] lr: 7.500e-03, eta: 2 days, 0:53:17, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.5346, top5_acc: 0.7633, loss_cls: 2.0381, loss: 2.0381, grad_norm: 5.3913 2020-10-01 15:10:13,258 - mmaction - INFO - Epoch [17][620/1997] lr: 7.500e-03, eta: 2 days, 0:53:01, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5432, top5_acc: 0.7805, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.1590 2020-10-01 15:10:32,537 - mmaction - INFO - Epoch [17][640/1997] lr: 7.500e-03, eta: 2 days, 0:52:31, time: 0.964, data_time: 0.002, memory: 8350, top1_acc: 0.5456, top5_acc: 0.7779, loss_cls: 1.9378, loss: 1.9378, grad_norm: 5.0992 2020-10-01 15:10:54,726 - mmaction - INFO - Epoch [17][660/1997] lr: 7.500e-03, eta: 2 days, 0:52:16, time: 1.109, data_time: 0.001, memory: 8350, top1_acc: 0.5409, top5_acc: 0.7776, loss_cls: 1.9797, loss: 1.9797, grad_norm: 5.1274 2020-10-01 15:11:15,317 - mmaction - INFO - Epoch [17][680/1997] lr: 7.500e-03, eta: 2 days, 0:51:52, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5385, top5_acc: 0.7779, loss_cls: 1.9759, loss: 1.9759, grad_norm: 5.2958 2020-10-01 15:11:35,410 - mmaction - INFO - Epoch [17][700/1997] lr: 7.500e-03, eta: 2 days, 0:51:26, time: 1.005, data_time: 0.012, memory: 8350, top1_acc: 0.5479, top5_acc: 0.7807, loss_cls: 1.9629, loss: 1.9629, grad_norm: 5.1747 2020-10-01 15:11:57,640 - mmaction - INFO - Epoch [17][720/1997] lr: 7.500e-03, eta: 2 days, 0:51:11, time: 1.111, data_time: 0.001, memory: 8350, top1_acc: 0.5500, top5_acc: 0.7831, loss_cls: 1.9277, loss: 1.9277, grad_norm: 5.1351 2020-10-01 15:12:17,947 - mmaction - INFO - Epoch [17][740/1997] lr: 7.500e-03, eta: 2 days, 0:50:46, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5448, top5_acc: 0.7826, loss_cls: 1.9385, loss: 1.9385, grad_norm: 5.2374 2020-10-01 15:12:39,281 - mmaction - INFO - Epoch [17][760/1997] lr: 7.500e-03, eta: 2 days, 0:50:27, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7839, loss_cls: 1.9225, loss: 1.9225, grad_norm: 5.1307 2020-10-01 15:12:59,461 - mmaction - INFO - Epoch [17][780/1997] lr: 7.500e-03, eta: 2 days, 0:50:01, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5615, top5_acc: 0.7911, loss_cls: 1.8780, loss: 1.8780, grad_norm: 5.1099 2020-10-01 15:13:20,913 - mmaction - INFO - Epoch [17][800/1997] lr: 7.500e-03, eta: 2 days, 0:49:42, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7846, loss_cls: 1.9313, loss: 1.9313, grad_norm: 5.2091 2020-10-01 15:13:42,522 - mmaction - INFO - Epoch [17][820/1997] lr: 7.500e-03, eta: 2 days, 0:49:24, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.5432, top5_acc: 0.7737, loss_cls: 1.9653, loss: 1.9653, grad_norm: 5.3074 2020-10-01 15:14:02,781 - mmaction - INFO - Epoch [17][840/1997] lr: 7.500e-03, eta: 2 days, 0:48:58, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5461, top5_acc: 0.7805, loss_cls: 1.9139, loss: 1.9139, grad_norm: 5.1716 2020-10-01 15:14:24,753 - mmaction - INFO - Epoch [17][860/1997] lr: 7.500e-03, eta: 2 days, 0:48:42, time: 1.099, data_time: 0.003, memory: 8350, top1_acc: 0.5526, top5_acc: 0.7815, loss_cls: 1.9352, loss: 1.9352, grad_norm: 5.2132 2020-10-01 15:14:45,413 - mmaction - INFO - Epoch [17][880/1997] lr: 7.500e-03, eta: 2 days, 0:48:19, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5336, top5_acc: 0.7776, loss_cls: 2.0143, loss: 2.0143, grad_norm: 5.2885 2020-10-01 15:15:05,381 - mmaction - INFO - Epoch [17][900/1997] lr: 7.500e-03, eta: 2 days, 0:47:52, time: 0.998, data_time: 0.028, memory: 8350, top1_acc: 0.5497, top5_acc: 0.7755, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.1948 2020-10-01 15:15:27,491 - mmaction - INFO - Epoch [17][920/1997] lr: 7.500e-03, eta: 2 days, 0:47:37, time: 1.106, data_time: 0.061, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7841, loss_cls: 1.9307, loss: 1.9307, grad_norm: 5.1652 2020-10-01 15:15:47,796 - mmaction - INFO - Epoch [17][940/1997] lr: 7.500e-03, eta: 2 days, 0:47:12, time: 1.014, data_time: 0.100, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7797, loss_cls: 1.9407, loss: 1.9407, grad_norm: 5.2799 2020-10-01 15:16:09,412 - mmaction - INFO - Epoch [17][960/1997] lr: 7.500e-03, eta: 2 days, 0:46:54, time: 1.082, data_time: 0.051, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7740, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.1880 2020-10-01 15:16:29,938 - mmaction - INFO - Epoch [17][980/1997] lr: 7.500e-03, eta: 2 days, 0:46:30, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5531, top5_acc: 0.7828, loss_cls: 1.9343, loss: 1.9343, grad_norm: 5.2447 2020-10-01 15:16:51,201 - mmaction - INFO - Epoch [17][1000/1997] lr: 7.500e-03, eta: 2 days, 0:46:10, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.5409, top5_acc: 0.7622, loss_cls: 2.0254, loss: 2.0254, grad_norm: 5.3609 2020-10-01 15:17:12,524 - mmaction - INFO - Epoch [17][1020/1997] lr: 7.500e-03, eta: 2 days, 0:45:50, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5315, top5_acc: 0.7870, loss_cls: 1.9459, loss: 1.9459, grad_norm: 5.2165 2020-10-01 15:17:33,816 - mmaction - INFO - Epoch [17][1040/1997] lr: 7.500e-03, eta: 2 days, 0:45:30, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5398, top5_acc: 0.7862, loss_cls: 1.9540, loss: 1.9540, grad_norm: 5.1973 2020-10-01 15:17:54,243 - mmaction - INFO - Epoch [17][1060/1997] lr: 7.500e-03, eta: 2 days, 0:45:06, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.5505, top5_acc: 0.7833, loss_cls: 1.9477, loss: 1.9477, grad_norm: 5.2281 2020-10-01 15:18:15,859 - mmaction - INFO - Epoch [17][1080/1997] lr: 7.500e-03, eta: 2 days, 0:44:48, time: 1.081, data_time: 0.003, memory: 8350, top1_acc: 0.5318, top5_acc: 0.7828, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.2459 2020-10-01 15:18:36,470 - mmaction - INFO - Epoch [17][1100/1997] lr: 7.500e-03, eta: 2 days, 0:44:24, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5633, top5_acc: 0.7901, loss_cls: 1.8802, loss: 1.8802, grad_norm: 5.0902 2020-10-01 15:18:57,284 - mmaction - INFO - Epoch [17][1120/1997] lr: 7.500e-03, eta: 2 days, 0:44:02, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.5492, top5_acc: 0.7826, loss_cls: 1.9335, loss: 1.9335, grad_norm: 5.2845 2020-10-01 15:19:18,523 - mmaction - INFO - Epoch [17][1140/1997] lr: 7.500e-03, eta: 2 days, 0:43:42, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5414, top5_acc: 0.7747, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.2948 2020-10-01 15:19:39,082 - mmaction - INFO - Epoch [17][1160/1997] lr: 7.500e-03, eta: 2 days, 0:43:18, time: 1.027, data_time: 0.003, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7737, loss_cls: 1.9821, loss: 1.9821, grad_norm: 5.2494 2020-10-01 15:19:59,353 - mmaction - INFO - Epoch [17][1180/1997] lr: 7.500e-03, eta: 2 days, 0:42:53, time: 1.014, data_time: 0.003, memory: 8350, top1_acc: 0.5508, top5_acc: 0.7854, loss_cls: 1.9485, loss: 1.9485, grad_norm: 5.1190 2020-10-01 15:20:20,667 - mmaction - INFO - Epoch [17][1200/1997] lr: 7.500e-03, eta: 2 days, 0:42:34, time: 1.067, data_time: 0.014, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.9149, loss: 1.9149, grad_norm: 5.1233 2020-10-01 15:20:42,006 - mmaction - INFO - Epoch [17][1220/1997] lr: 7.500e-03, eta: 2 days, 0:42:14, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.5435, top5_acc: 0.7797, loss_cls: 1.9728, loss: 1.9728, grad_norm: 5.2810 2020-10-01 15:21:02,526 - mmaction - INFO - Epoch [17][1240/1997] lr: 7.500e-03, eta: 2 days, 0:41:50, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7844, loss_cls: 1.9067, loss: 1.9067, grad_norm: 5.1396 2020-10-01 15:21:23,349 - mmaction - INFO - Epoch [17][1260/1997] lr: 7.500e-03, eta: 2 days, 0:41:28, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 2.0015, loss: 2.0015, grad_norm: 5.2477 2020-10-01 15:21:44,174 - mmaction - INFO - Epoch [17][1280/1997] lr: 7.500e-03, eta: 2 days, 0:41:06, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7776, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.2944 2020-10-01 15:22:04,818 - mmaction - INFO - Epoch [17][1300/1997] lr: 7.500e-03, eta: 2 days, 0:40:43, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7750, loss_cls: 1.9749, loss: 1.9749, grad_norm: 5.2542 2020-10-01 15:22:25,826 - mmaction - INFO - Epoch [17][1320/1997] lr: 7.500e-03, eta: 2 days, 0:40:21, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5362, top5_acc: 0.7745, loss_cls: 1.9867, loss: 1.9867, grad_norm: 5.2689 2020-10-01 15:22:46,624 - mmaction - INFO - Epoch [17][1340/1997] lr: 7.500e-03, eta: 2 days, 0:39:59, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5490, top5_acc: 0.7794, loss_cls: 1.9340, loss: 1.9340, grad_norm: 5.1577 2020-10-01 15:23:07,586 - mmaction - INFO - Epoch [17][1360/1997] lr: 7.500e-03, eta: 2 days, 0:39:37, time: 1.048, data_time: 0.113, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7799, loss_cls: 1.9450, loss: 1.9450, grad_norm: 5.1190 2020-10-01 15:23:26,976 - mmaction - INFO - Epoch [17][1380/1997] lr: 7.500e-03, eta: 2 days, 0:39:08, time: 0.969, data_time: 0.021, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7857, loss_cls: 1.9103, loss: 1.9103, grad_norm: 5.2589 2020-10-01 15:23:48,655 - mmaction - INFO - Epoch [17][1400/1997] lr: 7.500e-03, eta: 2 days, 0:38:50, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5385, top5_acc: 0.7693, loss_cls: 1.9875, loss: 1.9875, grad_norm: 5.1822 2020-10-01 15:24:08,706 - mmaction - INFO - Epoch [17][1420/1997] lr: 7.500e-03, eta: 2 days, 0:38:24, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.5523, top5_acc: 0.7805, loss_cls: 1.9504, loss: 1.9504, grad_norm: 5.2634 2020-10-01 15:24:30,362 - mmaction - INFO - Epoch [17][1440/1997] lr: 7.500e-03, eta: 2 days, 0:38:06, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5503, top5_acc: 0.7734, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.2450 2020-10-01 15:24:51,369 - mmaction - INFO - Epoch [17][1460/1997] lr: 7.500e-03, eta: 2 days, 0:37:45, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.5500, top5_acc: 0.7768, loss_cls: 1.9441, loss: 1.9441, grad_norm: 5.1852 2020-10-01 15:25:11,883 - mmaction - INFO - Epoch [17][1480/1997] lr: 7.500e-03, eta: 2 days, 0:37:21, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.5464, top5_acc: 0.7831, loss_cls: 1.9500, loss: 1.9500, grad_norm: 5.2316 2020-10-01 15:25:32,785 - mmaction - INFO - Epoch [17][1500/1997] lr: 7.500e-03, eta: 2 days, 0:36:59, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5479, top5_acc: 0.7755, loss_cls: 1.9534, loss: 1.9534, grad_norm: 5.1304 2020-10-01 15:25:55,129 - mmaction - INFO - Epoch [17][1520/1997] lr: 7.500e-03, eta: 2 days, 0:36:44, time: 1.117, data_time: 0.001, memory: 8350, top1_acc: 0.5372, top5_acc: 0.7703, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.2932 2020-10-01 15:26:16,107 - mmaction - INFO - Epoch [17][1540/1997] lr: 7.500e-03, eta: 2 days, 0:36:23, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5453, top5_acc: 0.7820, loss_cls: 1.9631, loss: 1.9631, grad_norm: 5.2308 2020-10-01 15:26:36,332 - mmaction - INFO - Epoch [17][1560/1997] lr: 7.500e-03, eta: 2 days, 0:35:58, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5323, top5_acc: 0.7781, loss_cls: 2.0024, loss: 2.0024, grad_norm: 5.3328 2020-10-01 15:26:57,888 - mmaction - INFO - Epoch [17][1580/1997] lr: 7.500e-03, eta: 2 days, 0:35:39, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.5456, top5_acc: 0.7784, loss_cls: 1.9567, loss: 1.9567, grad_norm: 5.1327 2020-10-01 15:27:19,679 - mmaction - INFO - Epoch [17][1600/1997] lr: 7.500e-03, eta: 2 days, 0:35:22, time: 1.091, data_time: 0.003, memory: 8350, top1_acc: 0.5552, top5_acc: 0.7779, loss_cls: 1.9485, loss: 1.9485, grad_norm: 5.1458 2020-10-01 15:27:38,670 - mmaction - INFO - Epoch [17][1620/1997] lr: 7.500e-03, eta: 2 days, 0:34:51, time: 0.949, data_time: 0.002, memory: 8350, top1_acc: 0.5570, top5_acc: 0.7781, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.1370 2020-10-01 15:27:59,897 - mmaction - INFO - Epoch [17][1640/1997] lr: 7.500e-03, eta: 2 days, 0:34:30, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7771, loss_cls: 1.9422, loss: 1.9422, grad_norm: 5.1200 2020-10-01 15:28:20,137 - mmaction - INFO - Epoch [17][1660/1997] lr: 7.500e-03, eta: 2 days, 0:34:05, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5549, top5_acc: 0.7846, loss_cls: 1.9098, loss: 1.9098, grad_norm: 5.1398 2020-10-01 15:28:41,171 - mmaction - INFO - Epoch [17][1680/1997] lr: 7.500e-03, eta: 2 days, 0:33:44, time: 1.053, data_time: 0.003, memory: 8350, top1_acc: 0.5513, top5_acc: 0.7839, loss_cls: 1.9267, loss: 1.9267, grad_norm: 5.1213 2020-10-01 15:29:03,063 - mmaction - INFO - Epoch [17][1700/1997] lr: 7.500e-03, eta: 2 days, 0:33:27, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.5604, top5_acc: 0.8039, loss_cls: 1.8299, loss: 1.8299, grad_norm: 5.1417 2020-10-01 15:29:23,325 - mmaction - INFO - Epoch [17][1720/1997] lr: 7.500e-03, eta: 2 days, 0:33:02, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7815, loss_cls: 1.9507, loss: 1.9507, grad_norm: 5.2265 2020-10-01 15:29:44,292 - mmaction - INFO - Epoch [17][1740/1997] lr: 7.500e-03, eta: 2 days, 0:32:41, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5354, top5_acc: 0.7792, loss_cls: 1.9874, loss: 1.9874, grad_norm: 5.3171 2020-10-01 15:30:05,772 - mmaction - INFO - Epoch [17][1760/1997] lr: 7.500e-03, eta: 2 days, 0:32:22, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.5432, top5_acc: 0.7734, loss_cls: 1.9798, loss: 1.9798, grad_norm: 5.2758 2020-10-01 15:30:26,413 - mmaction - INFO - Epoch [17][1780/1997] lr: 7.500e-03, eta: 2 days, 0:31:59, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5385, top5_acc: 0.7755, loss_cls: 1.9892, loss: 1.9892, grad_norm: 5.2008 2020-10-01 15:30:47,734 - mmaction - INFO - Epoch [17][1800/1997] lr: 7.500e-03, eta: 2 days, 0:31:39, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5406, top5_acc: 0.7776, loss_cls: 1.9907, loss: 1.9907, grad_norm: 5.2483 2020-10-01 15:31:09,651 - mmaction - INFO - Epoch [17][1820/1997] lr: 7.500e-03, eta: 2 days, 0:31:22, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.5333, top5_acc: 0.7628, loss_cls: 2.0510, loss: 2.0510, grad_norm: 5.3241 2020-10-01 15:31:30,189 - mmaction - INFO - Epoch [17][1840/1997] lr: 7.500e-03, eta: 2 days, 0:30:59, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7883, loss_cls: 1.9085, loss: 1.9085, grad_norm: 5.1664 2020-10-01 15:31:51,440 - mmaction - INFO - Epoch [17][1860/1997] lr: 7.500e-03, eta: 2 days, 0:30:38, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5497, top5_acc: 0.7721, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.2197 2020-10-01 15:32:12,623 - mmaction - INFO - Epoch [17][1880/1997] lr: 7.500e-03, eta: 2 days, 0:30:18, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.5456, top5_acc: 0.7818, loss_cls: 1.9531, loss: 1.9531, grad_norm: 5.1845 2020-10-01 15:32:32,787 - mmaction - INFO - Epoch [17][1900/1997] lr: 7.500e-03, eta: 2 days, 0:29:53, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5529, top5_acc: 0.7875, loss_cls: 1.9290, loss: 1.9290, grad_norm: 5.1402 2020-10-01 15:32:54,737 - mmaction - INFO - Epoch [17][1920/1997] lr: 7.500e-03, eta: 2 days, 0:29:36, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.5326, top5_acc: 0.7648, loss_cls: 2.0160, loss: 2.0160, grad_norm: 5.1891 2020-10-01 15:33:14,527 - mmaction - INFO - Epoch [17][1940/1997] lr: 7.500e-03, eta: 2 days, 0:29:09, time: 0.990, data_time: 0.009, memory: 8350, top1_acc: 0.5508, top5_acc: 0.7680, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.1037 2020-10-01 15:33:34,720 - mmaction - INFO - Epoch [17][1960/1997] lr: 7.500e-03, eta: 2 days, 0:28:43, time: 1.009, data_time: 0.136, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7794, loss_cls: 1.9450, loss: 1.9450, grad_norm: 5.2392 2020-10-01 15:33:56,085 - mmaction - INFO - Epoch [17][1980/1997] lr: 7.500e-03, eta: 2 days, 0:28:24, time: 1.068, data_time: 0.065, memory: 8350, top1_acc: 0.5458, top5_acc: 0.7862, loss_cls: 1.9401, loss: 1.9401, grad_norm: 5.1289 2020-10-01 15:34:15,162 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-10-01 15:35:03,039 - mmaction - INFO - Epoch [18][20/1997] lr: 7.500e-03, eta: 2 days, 0:28:24, time: 2.347, data_time: 1.288, memory: 8350, top1_acc: 0.5594, top5_acc: 0.7948, loss_cls: 1.8858, loss: 1.8858, grad_norm: 5.0815 2020-10-01 15:35:25,182 - mmaction - INFO - Epoch [18][40/1997] lr: 7.500e-03, eta: 2 days, 0:28:08, time: 1.108, data_time: 0.003, memory: 8350, top1_acc: 0.5599, top5_acc: 0.7820, loss_cls: 1.8969, loss: 1.8969, grad_norm: 5.1315 2020-10-01 15:35:44,668 - mmaction - INFO - Epoch [18][60/1997] lr: 7.500e-03, eta: 2 days, 0:27:39, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.5521, top5_acc: 0.7682, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.1559 2020-10-01 15:36:06,386 - mmaction - INFO - Epoch [18][80/1997] lr: 7.500e-03, eta: 2 days, 0:27:22, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5435, top5_acc: 0.7701, loss_cls: 1.9866, loss: 1.9866, grad_norm: 5.2521 2020-10-01 15:36:27,570 - mmaction - INFO - Epoch [18][100/1997] lr: 7.500e-03, eta: 2 days, 0:27:01, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.5490, top5_acc: 0.7833, loss_cls: 1.9239, loss: 1.9239, grad_norm: 5.0756 2020-10-01 15:36:48,576 - mmaction - INFO - Epoch [18][120/1997] lr: 7.500e-03, eta: 2 days, 0:26:40, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.5536, top5_acc: 0.7880, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.0916 2020-10-01 15:37:10,517 - mmaction - INFO - Epoch [18][140/1997] lr: 7.500e-03, eta: 2 days, 0:26:23, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7964, loss_cls: 1.8696, loss: 1.8696, grad_norm: 5.1332 2020-10-01 15:37:30,492 - mmaction - INFO - Epoch [18][160/1997] lr: 7.500e-03, eta: 2 days, 0:25:57, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7927, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.1058 2020-10-01 15:37:51,891 - mmaction - INFO - Epoch [18][180/1997] lr: 7.500e-03, eta: 2 days, 0:25:37, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5427, top5_acc: 0.7823, loss_cls: 1.9516, loss: 1.9516, grad_norm: 5.2667 2020-10-01 15:38:13,810 - mmaction - INFO - Epoch [18][200/1997] lr: 7.500e-03, eta: 2 days, 0:25:20, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7820, loss_cls: 1.9363, loss: 1.9363, grad_norm: 5.2212 2020-10-01 15:38:32,810 - mmaction - INFO - Epoch [18][220/1997] lr: 7.500e-03, eta: 2 days, 0:24:49, time: 0.950, data_time: 0.001, memory: 8350, top1_acc: 0.5602, top5_acc: 0.7870, loss_cls: 1.9206, loss: 1.9206, grad_norm: 5.0984 2020-10-01 15:38:54,072 - mmaction - INFO - Epoch [18][240/1997] lr: 7.500e-03, eta: 2 days, 0:24:29, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.5635, top5_acc: 0.7906, loss_cls: 1.8826, loss: 1.8826, grad_norm: 5.0412 2020-10-01 15:39:15,713 - mmaction - INFO - Epoch [18][260/1997] lr: 7.500e-03, eta: 2 days, 0:24:11, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5643, top5_acc: 0.7865, loss_cls: 1.8887, loss: 1.8887, grad_norm: 5.0930 2020-10-01 15:39:37,392 - mmaction - INFO - Epoch [18][280/1997] lr: 7.500e-03, eta: 2 days, 0:23:53, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7818, loss_cls: 1.9523, loss: 1.9523, grad_norm: 5.2344 2020-10-01 15:39:59,321 - mmaction - INFO - Epoch [18][300/1997] lr: 7.500e-03, eta: 2 days, 0:23:36, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.5581, top5_acc: 0.7737, loss_cls: 1.9544, loss: 1.9544, grad_norm: 5.2127 2020-10-01 15:40:19,405 - mmaction - INFO - Epoch [18][320/1997] lr: 7.500e-03, eta: 2 days, 0:23:10, time: 1.004, data_time: 0.003, memory: 8350, top1_acc: 0.5427, top5_acc: 0.7781, loss_cls: 1.9496, loss: 1.9496, grad_norm: 5.2172 2020-10-01 15:40:40,763 - mmaction - INFO - Epoch [18][340/1997] lr: 7.500e-03, eta: 2 days, 0:22:51, time: 1.069, data_time: 0.003, memory: 8350, top1_acc: 0.5518, top5_acc: 0.7880, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.2175 2020-10-01 15:41:02,835 - mmaction - INFO - Epoch [18][360/1997] lr: 7.500e-03, eta: 2 days, 0:22:35, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5615, top5_acc: 0.7878, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.0943 2020-10-01 15:41:22,790 - mmaction - INFO - Epoch [18][380/1997] lr: 7.500e-03, eta: 2 days, 0:22:08, time: 0.997, data_time: 0.001, memory: 8350, top1_acc: 0.5622, top5_acc: 0.7841, loss_cls: 1.8988, loss: 1.8988, grad_norm: 5.1630 2020-10-01 15:41:43,973 - mmaction - INFO - Epoch [18][400/1997] lr: 7.500e-03, eta: 2 days, 0:21:48, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5484, top5_acc: 0.7719, loss_cls: 1.9530, loss: 1.9530, grad_norm: 5.2624 2020-10-01 15:42:05,078 - mmaction - INFO - Epoch [18][420/1997] lr: 7.500e-03, eta: 2 days, 0:21:27, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7880, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.1938 2020-10-01 15:42:26,189 - mmaction - INFO - Epoch [18][440/1997] lr: 7.500e-03, eta: 2 days, 0:21:06, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7875, loss_cls: 1.9119, loss: 1.9119, grad_norm: 5.1313 2020-10-01 15:42:46,395 - mmaction - INFO - Epoch [18][460/1997] lr: 7.500e-03, eta: 2 days, 0:20:41, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5484, top5_acc: 0.7802, loss_cls: 1.9176, loss: 1.9176, grad_norm: 5.1465 2020-10-01 15:43:07,930 - mmaction - INFO - Epoch [18][480/1997] lr: 7.500e-03, eta: 2 days, 0:20:22, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.5453, top5_acc: 0.7854, loss_cls: 1.9482, loss: 1.9482, grad_norm: 5.2419 2020-10-01 15:43:28,438 - mmaction - INFO - Epoch [18][500/1997] lr: 7.500e-03, eta: 2 days, 0:19:58, time: 1.026, data_time: 0.003, memory: 8350, top1_acc: 0.5563, top5_acc: 0.7763, loss_cls: 1.8970, loss: 1.8970, grad_norm: 5.1773 2020-10-01 15:43:48,926 - mmaction - INFO - Epoch [18][520/1997] lr: 7.500e-03, eta: 2 days, 0:19:35, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.5453, top5_acc: 0.7870, loss_cls: 1.9692, loss: 1.9692, grad_norm: 5.3544 2020-10-01 15:44:10,124 - mmaction - INFO - Epoch [18][540/1997] lr: 7.500e-03, eta: 2 days, 0:19:14, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5404, top5_acc: 0.7753, loss_cls: 1.9912, loss: 1.9912, grad_norm: 5.2255 2020-10-01 15:44:31,501 - mmaction - INFO - Epoch [18][560/1997] lr: 7.500e-03, eta: 2 days, 0:18:55, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5622, top5_acc: 0.7935, loss_cls: 1.8880, loss: 1.8880, grad_norm: 5.2264 2020-10-01 15:44:52,758 - mmaction - INFO - Epoch [18][580/1997] lr: 7.500e-03, eta: 2 days, 0:18:35, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5521, top5_acc: 0.7799, loss_cls: 1.9573, loss: 1.9573, grad_norm: 5.2637 2020-10-01 15:45:14,775 - mmaction - INFO - Epoch [18][600/1997] lr: 7.500e-03, eta: 2 days, 0:18:18, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.5341, top5_acc: 0.7714, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.2670 2020-10-01 15:45:35,270 - mmaction - INFO - Epoch [18][620/1997] lr: 7.500e-03, eta: 2 days, 0:17:54, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7867, loss_cls: 1.8883, loss: 1.8883, grad_norm: 5.2168 2020-10-01 15:45:56,266 - mmaction - INFO - Epoch [18][640/1997] lr: 7.500e-03, eta: 2 days, 0:17:33, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7872, loss_cls: 1.9241, loss: 1.9241, grad_norm: 5.1631 2020-10-01 15:46:17,500 - mmaction - INFO - Epoch [18][660/1997] lr: 7.500e-03, eta: 2 days, 0:17:13, time: 1.063, data_time: 0.162, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7781, loss_cls: 1.9448, loss: 1.9448, grad_norm: 5.2706 2020-10-01 15:46:37,218 - mmaction - INFO - Epoch [18][680/1997] lr: 7.500e-03, eta: 2 days, 0:16:45, time: 0.985, data_time: 0.221, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7883, loss_cls: 1.9330, loss: 1.9330, grad_norm: 5.1526 2020-10-01 15:46:59,005 - mmaction - INFO - Epoch [18][700/1997] lr: 7.500e-03, eta: 2 days, 0:16:28, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5536, top5_acc: 0.7797, loss_cls: 1.9329, loss: 1.9329, grad_norm: 5.1716 2020-10-01 15:47:19,948 - mmaction - INFO - Epoch [18][720/1997] lr: 7.500e-03, eta: 2 days, 0:16:06, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7758, loss_cls: 1.9653, loss: 1.9653, grad_norm: 5.2170 2020-10-01 15:47:40,803 - mmaction - INFO - Epoch [18][740/1997] lr: 7.500e-03, eta: 2 days, 0:15:44, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7833, loss_cls: 1.9124, loss: 1.9124, grad_norm: 5.0163 2020-10-01 15:48:01,439 - mmaction - INFO - Epoch [18][760/1997] lr: 7.500e-03, eta: 2 days, 0:15:21, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5430, top5_acc: 0.7792, loss_cls: 1.9774, loss: 1.9774, grad_norm: 5.2166 2020-10-01 15:48:23,109 - mmaction - INFO - Epoch [18][780/1997] lr: 7.500e-03, eta: 2 days, 0:15:03, time: 1.084, data_time: 0.003, memory: 8350, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.2306 2020-10-01 15:48:43,165 - mmaction - INFO - Epoch [18][800/1997] lr: 7.500e-03, eta: 2 days, 0:14:37, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.0939 2020-10-01 15:49:04,192 - mmaction - INFO - Epoch [18][820/1997] lr: 7.500e-03, eta: 2 days, 0:14:16, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5570, top5_acc: 0.7802, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.1665 2020-10-01 15:49:25,370 - mmaction - INFO - Epoch [18][840/1997] lr: 7.500e-03, eta: 2 days, 0:13:55, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5451, top5_acc: 0.7813, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.1744 2020-10-01 15:49:45,976 - mmaction - INFO - Epoch [18][860/1997] lr: 7.500e-03, eta: 2 days, 0:13:32, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5383, top5_acc: 0.7792, loss_cls: 1.9691, loss: 1.9691, grad_norm: 5.1966 2020-10-01 15:50:07,619 - mmaction - INFO - Epoch [18][880/1997] lr: 7.500e-03, eta: 2 days, 0:13:14, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5440, top5_acc: 0.7781, loss_cls: 1.9637, loss: 1.9637, grad_norm: 5.1558 2020-10-01 15:50:27,250 - mmaction - INFO - Epoch [18][900/1997] lr: 7.500e-03, eta: 2 days, 0:12:46, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.5625, top5_acc: 0.7844, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.1157 2020-10-01 15:50:48,590 - mmaction - INFO - Epoch [18][920/1997] lr: 7.500e-03, eta: 2 days, 0:12:26, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7958, loss_cls: 1.8698, loss: 1.8698, grad_norm: 5.0675 2020-10-01 15:51:09,476 - mmaction - INFO - Epoch [18][940/1997] lr: 7.500e-03, eta: 2 days, 0:12:04, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5565, top5_acc: 0.7753, loss_cls: 1.9504, loss: 1.9504, grad_norm: 5.1574 2020-10-01 15:51:30,015 - mmaction - INFO - Epoch [18][960/1997] lr: 7.500e-03, eta: 2 days, 0:11:41, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5503, top5_acc: 0.7820, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.2350 2020-10-01 15:51:52,002 - mmaction - INFO - Epoch [18][980/1997] lr: 7.500e-03, eta: 2 days, 0:11:24, time: 1.099, data_time: 0.003, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7875, loss_cls: 1.9314, loss: 1.9314, grad_norm: 5.1581 2020-10-01 15:52:12,363 - mmaction - INFO - Epoch [18][1000/1997] lr: 7.500e-03, eta: 2 days, 0:11:00, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5547, top5_acc: 0.7831, loss_cls: 1.9438, loss: 1.9438, grad_norm: 5.1269 2020-10-01 15:52:33,056 - mmaction - INFO - Epoch [18][1020/1997] lr: 7.500e-03, eta: 2 days, 0:10:37, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5417, top5_acc: 0.7706, loss_cls: 1.9842, loss: 1.9842, grad_norm: 5.2506 2020-10-01 15:52:54,218 - mmaction - INFO - Epoch [18][1040/1997] lr: 7.500e-03, eta: 2 days, 0:10:17, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.5443, top5_acc: 0.7820, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.1240 2020-10-01 15:53:15,337 - mmaction - INFO - Epoch [18][1060/1997] lr: 7.500e-03, eta: 2 days, 0:09:56, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9319, loss: 1.9319, grad_norm: 5.2391 2020-10-01 15:53:36,163 - mmaction - INFO - Epoch [18][1080/1997] lr: 7.500e-03, eta: 2 days, 0:09:34, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.5484, top5_acc: 0.7852, loss_cls: 1.8911, loss: 1.8911, grad_norm: 5.1232 2020-10-01 15:53:57,896 - mmaction - INFO - Epoch [18][1100/1997] lr: 7.500e-03, eta: 2 days, 0:09:16, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.5438, top5_acc: 0.7760, loss_cls: 1.9660, loss: 1.9660, grad_norm: 5.1956 2020-10-01 15:54:19,844 - mmaction - INFO - Epoch [18][1120/1997] lr: 7.500e-03, eta: 2 days, 0:08:59, time: 1.099, data_time: 0.004, memory: 8350, top1_acc: 0.5529, top5_acc: 0.7758, loss_cls: 1.9592, loss: 1.9592, grad_norm: 5.2579 2020-10-01 15:54:39,030 - mmaction - INFO - Epoch [18][1140/1997] lr: 7.500e-03, eta: 2 days, 0:08:29, time: 0.959, data_time: 0.002, memory: 8350, top1_acc: 0.5497, top5_acc: 0.7867, loss_cls: 1.9169, loss: 1.9169, grad_norm: 5.1436 2020-10-01 15:54:59,689 - mmaction - INFO - Epoch [18][1160/1997] lr: 7.500e-03, eta: 2 days, 0:08:06, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5388, top5_acc: 0.7708, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.2860 2020-10-01 15:55:21,403 - mmaction - INFO - Epoch [18][1180/1997] lr: 7.500e-03, eta: 2 days, 0:07:48, time: 1.087, data_time: 0.003, memory: 8350, top1_acc: 0.5589, top5_acc: 0.7760, loss_cls: 1.9079, loss: 1.9079, grad_norm: 5.1274 2020-10-01 15:55:41,888 - mmaction - INFO - Epoch [18][1200/1997] lr: 7.500e-03, eta: 2 days, 0:07:24, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.5555, top5_acc: 0.7909, loss_cls: 1.8946, loss: 1.8946, grad_norm: 5.2210 2020-10-01 15:56:02,788 - mmaction - INFO - Epoch [18][1220/1997] lr: 7.500e-03, eta: 2 days, 0:07:03, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5469, top5_acc: 0.7737, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.2699 2020-10-01 15:56:23,771 - mmaction - INFO - Epoch [18][1240/1997] lr: 7.500e-03, eta: 2 days, 0:06:41, time: 1.049, data_time: 0.151, memory: 8350, top1_acc: 0.5419, top5_acc: 0.7779, loss_cls: 1.9598, loss: 1.9598, grad_norm: 5.1810 2020-10-01 15:56:43,732 - mmaction - INFO - Epoch [18][1260/1997] lr: 7.500e-03, eta: 2 days, 0:06:15, time: 0.998, data_time: 0.076, memory: 8350, top1_acc: 0.5453, top5_acc: 0.7773, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.2501 2020-10-01 15:57:05,341 - mmaction - INFO - Epoch [18][1280/1997] lr: 7.500e-03, eta: 2 days, 0:05:57, time: 1.080, data_time: 0.052, memory: 8350, top1_acc: 0.5492, top5_acc: 0.7870, loss_cls: 1.9556, loss: 1.9556, grad_norm: 5.2129 2020-10-01 15:57:25,374 - mmaction - INFO - Epoch [18][1300/1997] lr: 7.500e-03, eta: 2 days, 0:05:31, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.5534, top5_acc: 0.7885, loss_cls: 1.9372, loss: 1.9372, grad_norm: 5.1693 2020-10-01 15:57:46,185 - mmaction - INFO - Epoch [18][1320/1997] lr: 7.500e-03, eta: 2 days, 0:05:09, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5456, top5_acc: 0.7813, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.2350 2020-10-01 15:58:06,636 - mmaction - INFO - Epoch [18][1340/1997] lr: 7.500e-03, eta: 2 days, 0:04:45, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5505, top5_acc: 0.7823, loss_cls: 1.9579, loss: 1.9579, grad_norm: 5.2692 2020-10-01 15:58:27,363 - mmaction - INFO - Epoch [18][1360/1997] lr: 7.500e-03, eta: 2 days, 0:04:22, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.5516, top5_acc: 0.7831, loss_cls: 1.9213, loss: 1.9213, grad_norm: 5.2939 2020-10-01 15:58:50,516 - mmaction - INFO - Epoch [18][1380/1997] lr: 7.500e-03, eta: 2 days, 0:04:11, time: 1.158, data_time: 0.001, memory: 8350, top1_acc: 0.5505, top5_acc: 0.7776, loss_cls: 1.9615, loss: 1.9615, grad_norm: 5.2530 2020-10-01 15:59:10,105 - mmaction - INFO - Epoch [18][1400/1997] lr: 7.500e-03, eta: 2 days, 0:03:43, time: 0.979, data_time: 0.001, memory: 8350, top1_acc: 0.5555, top5_acc: 0.7901, loss_cls: 1.9073, loss: 1.9073, grad_norm: 5.2253 2020-10-01 15:59:30,415 - mmaction - INFO - Epoch [18][1420/1997] lr: 7.500e-03, eta: 2 days, 0:03:18, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5542, top5_acc: 0.7828, loss_cls: 1.9158, loss: 1.9158, grad_norm: 5.1196 2020-10-01 15:59:51,804 - mmaction - INFO - Epoch [18][1440/1997] lr: 7.500e-03, eta: 2 days, 0:02:59, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.5531, top5_acc: 0.7786, loss_cls: 1.9088, loss: 1.9088, grad_norm: 5.2375 2020-10-01 16:00:12,860 - mmaction - INFO - Epoch [18][1460/1997] lr: 7.500e-03, eta: 2 days, 0:02:38, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5594, top5_acc: 0.7794, loss_cls: 1.9143, loss: 1.9143, grad_norm: 5.1552 2020-10-01 16:00:34,247 - mmaction - INFO - Epoch [18][1480/1997] lr: 7.500e-03, eta: 2 days, 0:02:18, time: 1.069, data_time: 0.010, memory: 8350, top1_acc: 0.5607, top5_acc: 0.7875, loss_cls: 1.9121, loss: 1.9121, grad_norm: 5.1521 2020-10-01 16:00:55,295 - mmaction - INFO - Epoch [18][1500/1997] lr: 7.500e-03, eta: 2 days, 0:01:57, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5526, top5_acc: 0.7828, loss_cls: 1.9286, loss: 1.9286, grad_norm: 5.1577 2020-10-01 16:01:15,627 - mmaction - INFO - Epoch [18][1520/1997] lr: 7.500e-03, eta: 2 days, 0:01:33, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5596, top5_acc: 0.7729, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.2525 2020-10-01 16:01:36,564 - mmaction - INFO - Epoch [18][1540/1997] lr: 7.500e-03, eta: 2 days, 0:01:11, time: 1.047, data_time: 0.027, memory: 8350, top1_acc: 0.5568, top5_acc: 0.7828, loss_cls: 1.9406, loss: 1.9406, grad_norm: 5.1520 2020-10-01 16:01:57,064 - mmaction - INFO - Epoch [18][1560/1997] lr: 7.500e-03, eta: 2 days, 0:00:48, time: 1.026, data_time: 0.094, memory: 8350, top1_acc: 0.5516, top5_acc: 0.7802, loss_cls: 1.9552, loss: 1.9552, grad_norm: 5.2486 2020-10-01 16:02:19,050 - mmaction - INFO - Epoch [18][1580/1997] lr: 7.500e-03, eta: 2 days, 0:00:31, time: 1.099, data_time: 0.001, memory: 8350, top1_acc: 0.5409, top5_acc: 0.7753, loss_cls: 1.9898, loss: 1.9898, grad_norm: 5.2539 2020-10-01 16:02:40,009 - mmaction - INFO - Epoch [18][1600/1997] lr: 7.500e-03, eta: 2 days, 0:00:09, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7799, loss_cls: 1.9491, loss: 1.9491, grad_norm: 5.3320 2020-10-01 16:02:59,996 - mmaction - INFO - Epoch [18][1620/1997] lr: 7.500e-03, eta: 1 day, 23:59:43, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.5516, top5_acc: 0.7755, loss_cls: 1.9731, loss: 1.9731, grad_norm: 5.2298 2020-10-01 16:03:21,519 - mmaction - INFO - Epoch [18][1640/1997] lr: 7.500e-03, eta: 1 day, 23:59:24, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5471, top5_acc: 0.7685, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.2061 2020-10-01 16:03:42,907 - mmaction - INFO - Epoch [18][1660/1997] lr: 7.500e-03, eta: 1 day, 23:59:05, time: 1.070, data_time: 0.003, memory: 8350, top1_acc: 0.5570, top5_acc: 0.7794, loss_cls: 1.9101, loss: 1.9101, grad_norm: 5.0926 2020-10-01 16:04:04,320 - mmaction - INFO - Epoch [18][1680/1997] lr: 7.500e-03, eta: 1 day, 23:58:46, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5513, top5_acc: 0.7758, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.2532 2020-10-01 16:04:26,212 - mmaction - INFO - Epoch [18][1700/1997] lr: 7.500e-03, eta: 1 day, 23:58:28, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.5523, top5_acc: 0.7839, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.1612 2020-10-01 16:04:46,149 - mmaction - INFO - Epoch [18][1720/1997] lr: 7.500e-03, eta: 1 day, 23:58:02, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.5398, top5_acc: 0.7708, loss_cls: 1.9925, loss: 1.9925, grad_norm: 5.2604 2020-10-01 16:05:07,070 - mmaction - INFO - Epoch [18][1740/1997] lr: 7.500e-03, eta: 1 day, 23:57:40, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7878, loss_cls: 1.9281, loss: 1.9281, grad_norm: 5.2116 2020-10-01 16:05:27,960 - mmaction - INFO - Epoch [18][1760/1997] lr: 7.500e-03, eta: 1 day, 23:57:19, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5570, top5_acc: 0.7776, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.2480 2020-10-01 16:05:48,292 - mmaction - INFO - Epoch [18][1780/1997] lr: 7.500e-03, eta: 1 day, 23:56:54, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5331, top5_acc: 0.7729, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.2473 2020-10-01 16:06:09,323 - mmaction - INFO - Epoch [18][1800/1997] lr: 7.500e-03, eta: 1 day, 23:56:33, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5451, top5_acc: 0.7685, loss_cls: 2.0004, loss: 2.0004, grad_norm: 5.1961 2020-10-01 16:06:31,159 - mmaction - INFO - Epoch [18][1820/1997] lr: 7.500e-03, eta: 1 day, 23:56:16, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5534, top5_acc: 0.7854, loss_cls: 1.9080, loss: 1.9080, grad_norm: 5.1682 2020-10-01 16:06:50,573 - mmaction - INFO - Epoch [18][1840/1997] lr: 7.500e-03, eta: 1 day, 23:55:47, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.5414, top5_acc: 0.7727, loss_cls: 1.9676, loss: 1.9676, grad_norm: 5.3336 2020-10-01 16:07:11,908 - mmaction - INFO - Epoch [18][1860/1997] lr: 7.500e-03, eta: 1 day, 23:55:27, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5612, top5_acc: 0.7807, loss_cls: 1.9067, loss: 1.9067, grad_norm: 5.0835 2020-10-01 16:07:32,163 - mmaction - INFO - Epoch [18][1880/1997] lr: 7.500e-03, eta: 1 day, 23:55:03, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5331, top5_acc: 0.7766, loss_cls: 2.0011, loss: 2.0011, grad_norm: 5.3128 2020-10-01 16:07:53,128 - mmaction - INFO - Epoch [18][1900/1997] lr: 7.500e-03, eta: 1 day, 23:54:41, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5521, top5_acc: 0.7810, loss_cls: 1.9385, loss: 1.9385, grad_norm: 5.1987 2020-10-01 16:08:14,412 - mmaction - INFO - Epoch [18][1920/1997] lr: 7.500e-03, eta: 1 day, 23:54:21, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7846, loss_cls: 1.9089, loss: 1.9089, grad_norm: 5.0916 2020-10-01 16:08:35,064 - mmaction - INFO - Epoch [18][1940/1997] lr: 7.500e-03, eta: 1 day, 23:53:58, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5479, top5_acc: 0.7781, loss_cls: 1.9608, loss: 1.9608, grad_norm: 5.2666 2020-10-01 16:08:55,689 - mmaction - INFO - Epoch [18][1960/1997] lr: 7.500e-03, eta: 1 day, 23:53:35, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7724, loss_cls: 1.9561, loss: 1.9561, grad_norm: 5.2800 2020-10-01 16:09:16,595 - mmaction - INFO - Epoch [18][1980/1997] lr: 7.500e-03, eta: 1 day, 23:53:14, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5529, top5_acc: 0.7854, loss_cls: 1.9301, loss: 1.9301, grad_norm: 5.1969 2020-10-01 16:09:36,015 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-10-01 16:10:24,123 - mmaction - INFO - Epoch [19][20/1997] lr: 7.500e-03, eta: 1 day, 23:53:15, time: 2.390, data_time: 1.182, memory: 8350, top1_acc: 0.5464, top5_acc: 0.7771, loss_cls: 1.9566, loss: 1.9566, grad_norm: 5.3481 2020-10-01 16:10:45,916 - mmaction - INFO - Epoch [19][40/1997] lr: 7.500e-03, eta: 1 day, 23:52:57, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.5573, top5_acc: 0.7812, loss_cls: 1.9127, loss: 1.9127, grad_norm: 5.1139 2020-10-01 16:11:06,524 - mmaction - INFO - Epoch [19][60/1997] lr: 7.500e-03, eta: 1 day, 23:52:34, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5529, top5_acc: 0.7878, loss_cls: 1.9034, loss: 1.9034, grad_norm: 5.0979 2020-10-01 16:11:28,374 - mmaction - INFO - Epoch [19][80/1997] lr: 7.500e-03, eta: 1 day, 23:52:17, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.5622, top5_acc: 0.7865, loss_cls: 1.9269, loss: 1.9269, grad_norm: 5.1448 2020-10-01 16:11:48,384 - mmaction - INFO - Epoch [19][100/1997] lr: 7.500e-03, eta: 1 day, 23:51:51, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5508, top5_acc: 0.7878, loss_cls: 1.9295, loss: 1.9295, grad_norm: 5.1453 2020-10-01 16:12:10,677 - mmaction - INFO - Epoch [19][120/1997] lr: 7.500e-03, eta: 1 day, 23:51:35, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.5630, top5_acc: 0.7893, loss_cls: 1.9073, loss: 1.9073, grad_norm: 5.1177 2020-10-01 16:12:31,979 - mmaction - INFO - Epoch [19][140/1997] lr: 7.500e-03, eta: 1 day, 23:51:15, time: 1.066, data_time: 0.003, memory: 8350, top1_acc: 0.5669, top5_acc: 0.7878, loss_cls: 1.8801, loss: 1.8801, grad_norm: 5.0655 2020-10-01 16:12:52,717 - mmaction - INFO - Epoch [19][160/1997] lr: 7.500e-03, eta: 1 day, 23:50:53, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.5523, top5_acc: 0.7786, loss_cls: 1.9281, loss: 1.9281, grad_norm: 5.1393 2020-10-01 16:13:14,027 - mmaction - INFO - Epoch [19][180/1997] lr: 7.500e-03, eta: 1 day, 23:50:33, time: 1.066, data_time: 0.003, memory: 8350, top1_acc: 0.5802, top5_acc: 0.7885, loss_cls: 1.8570, loss: 1.8570, grad_norm: 5.1004 2020-10-01 16:13:36,093 - mmaction - INFO - Epoch [19][200/1997] lr: 7.500e-03, eta: 1 day, 23:50:16, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5500, top5_acc: 0.7833, loss_cls: 1.9315, loss: 1.9315, grad_norm: 5.1886 2020-10-01 16:13:56,411 - mmaction - INFO - Epoch [19][220/1997] lr: 7.500e-03, eta: 1 day, 23:49:52, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.5695, top5_acc: 0.7917, loss_cls: 1.8818, loss: 1.8818, grad_norm: 5.1664 2020-10-01 16:14:19,115 - mmaction - INFO - Epoch [19][240/1997] lr: 7.500e-03, eta: 1 day, 23:49:38, time: 1.135, data_time: 0.002, memory: 8350, top1_acc: 0.5599, top5_acc: 0.7891, loss_cls: 1.8872, loss: 1.8872, grad_norm: 5.1104 2020-10-01 16:14:40,715 - mmaction - INFO - Epoch [19][260/1997] lr: 7.500e-03, eta: 1 day, 23:49:20, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7859, loss_cls: 1.8952, loss: 1.8952, grad_norm: 5.2055 2020-10-01 16:15:02,098 - mmaction - INFO - Epoch [19][280/1997] lr: 7.500e-03, eta: 1 day, 23:49:00, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.5607, top5_acc: 0.7904, loss_cls: 1.8866, loss: 1.8866, grad_norm: 5.1055 2020-10-01 16:15:23,315 - mmaction - INFO - Epoch [19][300/1997] lr: 7.500e-03, eta: 1 day, 23:48:40, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7995, loss_cls: 1.8525, loss: 1.8525, grad_norm: 5.2237 2020-10-01 16:15:44,038 - mmaction - INFO - Epoch [19][320/1997] lr: 7.500e-03, eta: 1 day, 23:48:17, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.5659, top5_acc: 0.7891, loss_cls: 1.9050, loss: 1.9050, grad_norm: 5.2728 2020-10-01 16:16:04,429 - mmaction - INFO - Epoch [19][340/1997] lr: 7.500e-03, eta: 1 day, 23:47:53, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.1721 2020-10-01 16:16:26,027 - mmaction - INFO - Epoch [19][360/1997] lr: 7.500e-03, eta: 1 day, 23:47:35, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.5495, top5_acc: 0.7841, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.3059 2020-10-01 16:16:47,816 - mmaction - INFO - Epoch [19][380/1997] lr: 7.500e-03, eta: 1 day, 23:47:17, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.5573, top5_acc: 0.7880, loss_cls: 1.8995, loss: 1.8995, grad_norm: 5.1516 2020-10-01 16:17:08,702 - mmaction - INFO - Epoch [19][400/1997] lr: 7.500e-03, eta: 1 day, 23:46:55, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7896, loss_cls: 1.9141, loss: 1.9141, grad_norm: 5.2520 2020-10-01 16:17:29,741 - mmaction - INFO - Epoch [19][420/1997] lr: 7.500e-03, eta: 1 day, 23:46:34, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5693, top5_acc: 0.7987, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.1960 2020-10-01 16:17:51,172 - mmaction - INFO - Epoch [19][440/1997] lr: 7.500e-03, eta: 1 day, 23:46:14, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.5596, top5_acc: 0.7742, loss_cls: 1.9454, loss: 1.9454, grad_norm: 5.2425 2020-10-01 16:18:12,746 - mmaction - INFO - Epoch [19][460/1997] lr: 7.500e-03, eta: 1 day, 23:45:56, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5682, top5_acc: 0.7883, loss_cls: 1.8892, loss: 1.8892, grad_norm: 5.1209 2020-10-01 16:18:32,690 - mmaction - INFO - Epoch [19][480/1997] lr: 7.500e-03, eta: 1 day, 23:45:29, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.9161, loss: 1.9161, grad_norm: 5.2729 2020-10-01 16:18:54,215 - mmaction - INFO - Epoch [19][500/1997] lr: 7.500e-03, eta: 1 day, 23:45:11, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5526, top5_acc: 0.7865, loss_cls: 1.9207, loss: 1.9207, grad_norm: 5.2648 2020-10-01 16:19:14,802 - mmaction - INFO - Epoch [19][520/1997] lr: 7.500e-03, eta: 1 day, 23:44:47, time: 1.029, data_time: 0.006, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.8979, loss: 1.8979, grad_norm: 5.1578 2020-10-01 16:19:35,353 - mmaction - INFO - Epoch [19][540/1997] lr: 7.500e-03, eta: 1 day, 23:44:24, time: 1.027, data_time: 0.003, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7870, loss_cls: 1.8655, loss: 1.8655, grad_norm: 5.0780 2020-10-01 16:19:56,100 - mmaction - INFO - Epoch [19][560/1997] lr: 7.500e-03, eta: 1 day, 23:44:02, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5552, top5_acc: 0.7867, loss_cls: 1.8922, loss: 1.8922, grad_norm: 5.1986 2020-10-01 16:20:18,196 - mmaction - INFO - Epoch [19][580/1997] lr: 7.500e-03, eta: 1 day, 23:43:45, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.5656, top5_acc: 0.8003, loss_cls: 1.8630, loss: 1.8630, grad_norm: 5.2590 2020-10-01 16:20:39,660 - mmaction - INFO - Epoch [19][600/1997] lr: 7.500e-03, eta: 1 day, 23:43:26, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.5570, top5_acc: 0.7813, loss_cls: 1.9322, loss: 1.9322, grad_norm: 5.2404 2020-10-01 16:20:59,742 - mmaction - INFO - Epoch [19][620/1997] lr: 7.500e-03, eta: 1 day, 23:43:00, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7927, loss_cls: 1.9139, loss: 1.9139, grad_norm: 5.2543 2020-10-01 16:21:21,859 - mmaction - INFO - Epoch [19][640/1997] lr: 7.500e-03, eta: 1 day, 23:42:44, time: 1.106, data_time: 0.003, memory: 8350, top1_acc: 0.5536, top5_acc: 0.7839, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.2242 2020-10-01 16:21:43,131 - mmaction - INFO - Epoch [19][660/1997] lr: 7.500e-03, eta: 1 day, 23:42:24, time: 1.065, data_time: 0.003, memory: 8350, top1_acc: 0.5630, top5_acc: 0.7904, loss_cls: 1.8960, loss: 1.8960, grad_norm: 5.1926 2020-10-01 16:22:04,747 - mmaction - INFO - Epoch [19][680/1997] lr: 7.500e-03, eta: 1 day, 23:42:05, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5526, top5_acc: 0.7836, loss_cls: 1.9171, loss: 1.9171, grad_norm: 5.1417 2020-10-01 16:22:26,155 - mmaction - INFO - Epoch [19][700/1997] lr: 7.500e-03, eta: 1 day, 23:41:46, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5279, top5_acc: 0.7646, loss_cls: 2.0319, loss: 2.0319, grad_norm: 5.1829 2020-10-01 16:22:47,072 - mmaction - INFO - Epoch [19][720/1997] lr: 7.500e-03, eta: 1 day, 23:41:24, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5448, top5_acc: 0.7781, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.1712 2020-10-01 16:23:07,458 - mmaction - INFO - Epoch [19][740/1997] lr: 7.500e-03, eta: 1 day, 23:41:00, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5578, top5_acc: 0.7909, loss_cls: 1.8886, loss: 1.8886, grad_norm: 5.1317 2020-10-01 16:23:27,768 - mmaction - INFO - Epoch [19][760/1997] lr: 7.500e-03, eta: 1 day, 23:40:36, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5534, top5_acc: 0.7971, loss_cls: 1.9039, loss: 1.9039, grad_norm: 5.1985 2020-10-01 16:23:48,300 - mmaction - INFO - Epoch [19][780/1997] lr: 7.500e-03, eta: 1 day, 23:40:12, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5503, top5_acc: 0.7727, loss_cls: 1.9538, loss: 1.9538, grad_norm: 5.2056 2020-10-01 16:24:09,099 - mmaction - INFO - Epoch [19][800/1997] lr: 7.500e-03, eta: 1 day, 23:39:50, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5523, top5_acc: 0.7859, loss_cls: 1.9005, loss: 1.9005, grad_norm: 5.2382 2020-10-01 16:24:30,619 - mmaction - INFO - Epoch [19][820/1997] lr: 7.500e-03, eta: 1 day, 23:39:31, time: 1.076, data_time: 0.003, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7859, loss_cls: 1.9301, loss: 1.9301, grad_norm: 5.3332 2020-10-01 16:24:50,713 - mmaction - INFO - Epoch [19][840/1997] lr: 7.500e-03, eta: 1 day, 23:39:06, time: 1.006, data_time: 0.003, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7854, loss_cls: 1.9070, loss: 1.9070, grad_norm: 5.0650 2020-10-01 16:25:12,378 - mmaction - INFO - Epoch [19][860/1997] lr: 7.500e-03, eta: 1 day, 23:38:47, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5622, top5_acc: 0.7935, loss_cls: 1.8895, loss: 1.8895, grad_norm: 5.1644 2020-10-01 16:25:33,705 - mmaction - INFO - Epoch [19][880/1997] lr: 7.500e-03, eta: 1 day, 23:38:27, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7823, loss_cls: 1.9259, loss: 1.9259, grad_norm: 5.1050 2020-10-01 16:25:53,406 - mmaction - INFO - Epoch [19][900/1997] lr: 7.500e-03, eta: 1 day, 23:38:00, time: 0.985, data_time: 0.001, memory: 8350, top1_acc: 0.5625, top5_acc: 0.7867, loss_cls: 1.9126, loss: 1.9126, grad_norm: 5.1867 2020-10-01 16:26:14,005 - mmaction - INFO - Epoch [19][920/1997] lr: 7.500e-03, eta: 1 day, 23:37:37, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5612, top5_acc: 0.7984, loss_cls: 1.8950, loss: 1.8950, grad_norm: 5.1680 2020-10-01 16:26:34,693 - mmaction - INFO - Epoch [19][940/1997] lr: 7.500e-03, eta: 1 day, 23:37:15, time: 1.034, data_time: 0.017, memory: 8350, top1_acc: 0.5599, top5_acc: 0.7927, loss_cls: 1.8822, loss: 1.8822, grad_norm: 5.0878 2020-10-01 16:26:56,900 - mmaction - INFO - Epoch [19][960/1997] lr: 7.500e-03, eta: 1 day, 23:36:59, time: 1.110, data_time: 0.003, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7935, loss_cls: 1.9310, loss: 1.9310, grad_norm: 5.1835 2020-10-01 16:27:16,443 - mmaction - INFO - Epoch [19][980/1997] lr: 7.500e-03, eta: 1 day, 23:36:31, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.5565, top5_acc: 0.7854, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.1222 2020-10-01 16:27:38,041 - mmaction - INFO - Epoch [19][1000/1997] lr: 7.500e-03, eta: 1 day, 23:36:12, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.5602, top5_acc: 0.7977, loss_cls: 1.8750, loss: 1.8750, grad_norm: 5.2231 2020-10-01 16:27:59,736 - mmaction - INFO - Epoch [19][1020/1997] lr: 7.500e-03, eta: 1 day, 23:35:54, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7865, loss_cls: 1.9040, loss: 1.9040, grad_norm: 5.2194 2020-10-01 16:28:20,357 - mmaction - INFO - Epoch [19][1040/1997] lr: 7.500e-03, eta: 1 day, 23:35:31, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7763, loss_cls: 1.9350, loss: 1.9350, grad_norm: 5.2183 2020-10-01 16:28:41,271 - mmaction - INFO - Epoch [19][1060/1997] lr: 7.500e-03, eta: 1 day, 23:35:09, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5698, top5_acc: 0.7919, loss_cls: 1.8839, loss: 1.8839, grad_norm: 5.1925 2020-10-01 16:29:02,228 - mmaction - INFO - Epoch [19][1080/1997] lr: 7.500e-03, eta: 1 day, 23:34:48, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5435, top5_acc: 0.7786, loss_cls: 1.9529, loss: 1.9529, grad_norm: 5.2120 2020-10-01 16:29:23,555 - mmaction - INFO - Epoch [19][1100/1997] lr: 7.500e-03, eta: 1 day, 23:34:28, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5500, top5_acc: 0.7865, loss_cls: 1.9322, loss: 1.9322, grad_norm: 5.1583 2020-10-01 16:29:44,374 - mmaction - INFO - Epoch [19][1120/1997] lr: 7.500e-03, eta: 1 day, 23:34:06, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5615, top5_acc: 0.7901, loss_cls: 1.8809, loss: 1.8809, grad_norm: 5.2064 2020-10-01 16:30:06,964 - mmaction - INFO - Epoch [19][1140/1997] lr: 7.500e-03, eta: 1 day, 23:33:51, time: 1.128, data_time: 0.001, memory: 8350, top1_acc: 0.5370, top5_acc: 0.7776, loss_cls: 1.9707, loss: 1.9707, grad_norm: 5.2222 2020-10-01 16:30:26,249 - mmaction - INFO - Epoch [19][1160/1997] lr: 7.500e-03, eta: 1 day, 23:33:23, time: 0.965, data_time: 0.003, memory: 8350, top1_acc: 0.5555, top5_acc: 0.7781, loss_cls: 1.9565, loss: 1.9565, grad_norm: 5.1619 2020-10-01 16:30:47,491 - mmaction - INFO - Epoch [19][1180/1997] lr: 7.500e-03, eta: 1 day, 23:33:02, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5482, top5_acc: 0.7833, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.3182 2020-10-01 16:31:08,855 - mmaction - INFO - Epoch [19][1200/1997] lr: 7.500e-03, eta: 1 day, 23:32:42, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5570, top5_acc: 0.7862, loss_cls: 1.8975, loss: 1.8975, grad_norm: 5.1575 2020-10-01 16:31:30,429 - mmaction - INFO - Epoch [19][1220/1997] lr: 7.500e-03, eta: 1 day, 23:32:24, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5414, top5_acc: 0.7747, loss_cls: 1.9783, loss: 1.9783, grad_norm: 5.3140 2020-10-01 16:31:52,690 - mmaction - INFO - Epoch [19][1240/1997] lr: 7.500e-03, eta: 1 day, 23:32:08, time: 1.114, data_time: 0.003, memory: 8350, top1_acc: 0.5615, top5_acc: 0.7880, loss_cls: 1.9280, loss: 1.9280, grad_norm: 5.2980 2020-10-01 16:32:12,641 - mmaction - INFO - Epoch [19][1260/1997] lr: 7.500e-03, eta: 1 day, 23:31:42, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7828, loss_cls: 1.9393, loss: 1.9393, grad_norm: 5.2538 2020-10-01 16:32:33,479 - mmaction - INFO - Epoch [19][1280/1997] lr: 7.500e-03, eta: 1 day, 23:31:20, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9273, loss: 1.9273, grad_norm: 5.1591 2020-10-01 16:32:53,513 - mmaction - INFO - Epoch [19][1300/1997] lr: 7.500e-03, eta: 1 day, 23:30:54, time: 1.001, data_time: 0.001, memory: 8350, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.1867 2020-10-01 16:33:14,936 - mmaction - INFO - Epoch [19][1320/1997] lr: 7.500e-03, eta: 1 day, 23:30:35, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5435, top5_acc: 0.7763, loss_cls: 1.9432, loss: 1.9432, grad_norm: 5.1595 2020-10-01 16:33:36,590 - mmaction - INFO - Epoch [19][1340/1997] lr: 7.500e-03, eta: 1 day, 23:30:17, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5693, top5_acc: 0.7977, loss_cls: 1.8601, loss: 1.8601, grad_norm: 5.1576 2020-10-01 16:33:57,346 - mmaction - INFO - Epoch [19][1360/1997] lr: 7.500e-03, eta: 1 day, 23:29:54, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.5576, top5_acc: 0.7862, loss_cls: 1.9249, loss: 1.9249, grad_norm: 5.1569 2020-10-01 16:34:19,354 - mmaction - INFO - Epoch [19][1380/1997] lr: 7.500e-03, eta: 1 day, 23:29:37, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.5555, top5_acc: 0.7878, loss_cls: 1.9131, loss: 1.9131, grad_norm: 5.1723 2020-10-01 16:34:39,698 - mmaction - INFO - Epoch [19][1400/1997] lr: 7.500e-03, eta: 1 day, 23:29:13, time: 1.018, data_time: 0.003, memory: 8350, top1_acc: 0.5565, top5_acc: 0.7875, loss_cls: 1.9405, loss: 1.9405, grad_norm: 5.2300 2020-10-01 16:35:00,773 - mmaction - INFO - Epoch [19][1420/1997] lr: 7.500e-03, eta: 1 day, 23:28:52, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5490, top5_acc: 0.7656, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.2475 2020-10-01 16:35:21,664 - mmaction - INFO - Epoch [19][1440/1997] lr: 7.500e-03, eta: 1 day, 23:28:30, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5471, top5_acc: 0.7773, loss_cls: 1.9398, loss: 1.9398, grad_norm: 5.2476 2020-10-01 16:35:42,182 - mmaction - INFO - Epoch [19][1460/1997] lr: 7.500e-03, eta: 1 day, 23:28:07, time: 1.026, data_time: 0.004, memory: 8350, top1_acc: 0.5464, top5_acc: 0.7776, loss_cls: 1.9549, loss: 1.9549, grad_norm: 5.3252 2020-10-01 16:36:03,209 - mmaction - INFO - Epoch [19][1480/1997] lr: 7.500e-03, eta: 1 day, 23:27:46, time: 1.050, data_time: 0.191, memory: 8350, top1_acc: 0.5586, top5_acc: 0.7750, loss_cls: 1.9678, loss: 1.9678, grad_norm: 5.2545 2020-10-01 16:36:25,907 - mmaction - INFO - Epoch [19][1500/1997] lr: 7.500e-03, eta: 1 day, 23:27:32, time: 1.135, data_time: 0.339, memory: 8350, top1_acc: 0.5565, top5_acc: 0.7870, loss_cls: 1.9023, loss: 1.9023, grad_norm: 5.1170 2020-10-01 16:36:46,003 - mmaction - INFO - Epoch [19][1520/1997] lr: 7.500e-03, eta: 1 day, 23:27:06, time: 1.005, data_time: 0.006, memory: 8350, top1_acc: 0.5555, top5_acc: 0.7958, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.2249 2020-10-01 16:37:06,852 - mmaction - INFO - Epoch [19][1540/1997] lr: 7.500e-03, eta: 1 day, 23:26:44, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5583, top5_acc: 0.7841, loss_cls: 1.9051, loss: 1.9051, grad_norm: 5.1458 2020-10-01 16:37:28,636 - mmaction - INFO - Epoch [19][1560/1997] lr: 7.500e-03, eta: 1 day, 23:26:27, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.5531, top5_acc: 0.7865, loss_cls: 1.9258, loss: 1.9258, grad_norm: 5.2201 2020-10-01 16:37:49,037 - mmaction - INFO - Epoch [19][1580/1997] lr: 7.500e-03, eta: 1 day, 23:26:03, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7872, loss_cls: 1.8710, loss: 1.8710, grad_norm: 5.1506 2020-10-01 16:38:10,639 - mmaction - INFO - Epoch [19][1600/1997] lr: 7.500e-03, eta: 1 day, 23:25:44, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5417, top5_acc: 0.7815, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.2469 2020-10-01 16:38:31,059 - mmaction - INFO - Epoch [19][1620/1997] lr: 7.500e-03, eta: 1 day, 23:25:20, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5503, top5_acc: 0.7779, loss_cls: 1.9360, loss: 1.9360, grad_norm: 5.2200 2020-10-01 16:38:52,047 - mmaction - INFO - Epoch [19][1640/1997] lr: 7.500e-03, eta: 1 day, 23:24:59, time: 1.051, data_time: 0.003, memory: 8350, top1_acc: 0.5406, top5_acc: 0.7878, loss_cls: 1.9079, loss: 1.9079, grad_norm: 5.1984 2020-10-01 16:39:12,735 - mmaction - INFO - Epoch [19][1660/1997] lr: 7.500e-03, eta: 1 day, 23:24:36, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.5594, top5_acc: 0.7865, loss_cls: 1.9146, loss: 1.9146, grad_norm: 5.2123 2020-10-01 16:39:33,585 - mmaction - INFO - Epoch [19][1680/1997] lr: 7.500e-03, eta: 1 day, 23:24:14, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5523, top5_acc: 0.7807, loss_cls: 1.9549, loss: 1.9549, grad_norm: 5.2333 2020-10-01 16:39:54,354 - mmaction - INFO - Epoch [19][1700/1997] lr: 7.500e-03, eta: 1 day, 23:23:52, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5495, top5_acc: 0.7784, loss_cls: 1.9444, loss: 1.9444, grad_norm: 5.2557 2020-10-01 16:40:15,996 - mmaction - INFO - Epoch [19][1720/1997] lr: 7.500e-03, eta: 1 day, 23:23:33, time: 1.082, data_time: 0.003, memory: 8350, top1_acc: 0.5521, top5_acc: 0.7870, loss_cls: 1.9078, loss: 1.9078, grad_norm: 5.1810 2020-10-01 16:40:37,007 - mmaction - INFO - Epoch [19][1740/1997] lr: 7.500e-03, eta: 1 day, 23:23:12, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5578, top5_acc: 0.7911, loss_cls: 1.8889, loss: 1.8889, grad_norm: 5.2006 2020-10-01 16:40:56,296 - mmaction - INFO - Epoch [19][1760/1997] lr: 7.500e-03, eta: 1 day, 23:22:43, time: 0.965, data_time: 0.001, memory: 8350, top1_acc: 0.5513, top5_acc: 0.7839, loss_cls: 1.9502, loss: 1.9502, grad_norm: 5.2449 2020-10-01 16:41:17,936 - mmaction - INFO - Epoch [19][1780/1997] lr: 7.500e-03, eta: 1 day, 23:22:25, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.5542, top5_acc: 0.7966, loss_cls: 1.8503, loss: 1.8503, grad_norm: 5.1699 2020-10-01 16:41:38,637 - mmaction - INFO - Epoch [19][1800/1997] lr: 7.500e-03, eta: 1 day, 23:22:02, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5479, top5_acc: 0.7828, loss_cls: 1.9517, loss: 1.9517, grad_norm: 5.3105 2020-10-01 16:41:59,920 - mmaction - INFO - Epoch [19][1820/1997] lr: 7.500e-03, eta: 1 day, 23:21:42, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.5612, top5_acc: 0.7883, loss_cls: 1.9338, loss: 1.9338, grad_norm: 5.2522 2020-10-01 16:42:21,548 - mmaction - INFO - Epoch [19][1840/1997] lr: 7.500e-03, eta: 1 day, 23:21:23, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7820, loss_cls: 1.9419, loss: 1.9419, grad_norm: 5.2278 2020-10-01 16:42:42,503 - mmaction - INFO - Epoch [19][1860/1997] lr: 7.500e-03, eta: 1 day, 23:21:02, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7862, loss_cls: 1.9373, loss: 1.9373, grad_norm: 5.3121 2020-10-01 16:43:03,861 - mmaction - INFO - Epoch [19][1880/1997] lr: 7.500e-03, eta: 1 day, 23:20:42, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.5365, top5_acc: 0.7836, loss_cls: 1.9463, loss: 1.9463, grad_norm: 5.1991 2020-10-01 16:43:24,737 - mmaction - INFO - Epoch [19][1900/1997] lr: 7.500e-03, eta: 1 day, 23:20:20, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5474, top5_acc: 0.7862, loss_cls: 1.9450, loss: 1.9450, grad_norm: 5.2719 2020-10-01 16:43:44,937 - mmaction - INFO - Epoch [19][1920/1997] lr: 7.500e-03, eta: 1 day, 23:19:56, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5492, top5_acc: 0.7812, loss_cls: 1.9502, loss: 1.9502, grad_norm: 5.2720 2020-10-01 16:44:06,344 - mmaction - INFO - Epoch [19][1940/1997] lr: 7.500e-03, eta: 1 day, 23:19:36, time: 1.071, data_time: 0.032, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7896, loss_cls: 1.8767, loss: 1.8767, grad_norm: 5.1919 2020-10-01 16:44:27,610 - mmaction - INFO - Epoch [19][1960/1997] lr: 7.500e-03, eta: 1 day, 23:19:16, time: 1.063, data_time: 0.089, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7747, loss_cls: 1.9734, loss: 1.9734, grad_norm: 5.3245 2020-10-01 16:44:48,196 - mmaction - INFO - Epoch [19][1980/1997] lr: 7.500e-03, eta: 1 day, 23:18:53, time: 1.031, data_time: 0.003, memory: 8350, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 1.9588, loss: 1.9588, grad_norm: 5.1877 2020-10-01 16:45:06,214 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-10-01 16:45:51,220 - mmaction - INFO - Epoch [20][20/1997] lr: 7.500e-03, eta: 1 day, 23:18:32, time: 2.161, data_time: 0.995, memory: 8350, top1_acc: 0.5734, top5_acc: 0.7906, loss_cls: 1.8573, loss: 1.8573, grad_norm: 5.1686 2020-10-01 16:46:12,251 - mmaction - INFO - Epoch [20][40/1997] lr: 7.500e-03, eta: 1 day, 23:18:11, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.5547, top5_acc: 0.7805, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.1858 2020-10-01 16:46:32,391 - mmaction - INFO - Epoch [20][60/1997] lr: 7.500e-03, eta: 1 day, 23:17:46, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.5471, top5_acc: 0.7898, loss_cls: 1.9399, loss: 1.9399, grad_norm: 5.3217 2020-10-01 16:46:54,206 - mmaction - INFO - Epoch [20][80/1997] lr: 7.500e-03, eta: 1 day, 23:17:28, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5497, top5_acc: 0.7794, loss_cls: 1.9294, loss: 1.9294, grad_norm: 5.1568 2020-10-01 16:47:16,177 - mmaction - INFO - Epoch [20][100/1997] lr: 7.500e-03, eta: 1 day, 23:17:11, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.5664, top5_acc: 0.7990, loss_cls: 1.8786, loss: 1.8786, grad_norm: 5.2410 2020-10-01 16:47:36,188 - mmaction - INFO - Epoch [20][120/1997] lr: 7.500e-03, eta: 1 day, 23:16:45, time: 0.999, data_time: 0.001, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7820, loss_cls: 1.9019, loss: 1.9019, grad_norm: 5.2364 2020-10-01 16:47:58,220 - mmaction - INFO - Epoch [20][140/1997] lr: 7.500e-03, eta: 1 day, 23:16:28, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.5612, top5_acc: 0.7870, loss_cls: 1.8747, loss: 1.8747, grad_norm: 5.1924 2020-10-01 16:48:17,661 - mmaction - INFO - Epoch [20][160/1997] lr: 7.500e-03, eta: 1 day, 23:16:01, time: 0.973, data_time: 0.003, memory: 8350, top1_acc: 0.5643, top5_acc: 0.7932, loss_cls: 1.8769, loss: 1.8769, grad_norm: 5.1876 2020-10-01 16:48:39,127 - mmaction - INFO - Epoch [20][180/1997] lr: 7.500e-03, eta: 1 day, 23:15:41, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5552, top5_acc: 0.7896, loss_cls: 1.8759, loss: 1.8759, grad_norm: 5.1836 2020-10-01 16:49:00,744 - mmaction - INFO - Epoch [20][200/1997] lr: 7.500e-03, eta: 1 day, 23:15:23, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5490, top5_acc: 0.7844, loss_cls: 1.9469, loss: 1.9469, grad_norm: 5.2377 2020-10-01 16:49:22,367 - mmaction - INFO - Epoch [20][220/1997] lr: 7.500e-03, eta: 1 day, 23:15:04, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.5576, top5_acc: 0.7852, loss_cls: 1.9089, loss: 1.9089, grad_norm: 5.2247 2020-10-01 16:49:42,515 - mmaction - INFO - Epoch [20][240/1997] lr: 7.500e-03, eta: 1 day, 23:14:39, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5365, top5_acc: 0.7807, loss_cls: 1.9410, loss: 1.9410, grad_norm: 5.2017 2020-10-01 16:50:04,369 - mmaction - INFO - Epoch [20][260/1997] lr: 7.500e-03, eta: 1 day, 23:14:21, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.5685, top5_acc: 0.7896, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.1215 2020-10-01 16:50:26,604 - mmaction - INFO - Epoch [20][280/1997] lr: 7.500e-03, eta: 1 day, 23:14:05, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.5612, top5_acc: 0.7805, loss_cls: 1.9092, loss: 1.9092, grad_norm: 5.2104 2020-10-01 16:50:46,136 - mmaction - INFO - Epoch [20][300/1997] lr: 7.500e-03, eta: 1 day, 23:13:38, time: 0.976, data_time: 0.002, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7865, loss_cls: 1.9203, loss: 1.9203, grad_norm: 5.2252 2020-10-01 16:51:07,648 - mmaction - INFO - Epoch [20][320/1997] lr: 7.500e-03, eta: 1 day, 23:13:18, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5547, top5_acc: 0.7841, loss_cls: 1.9173, loss: 1.9173, grad_norm: 5.3195 2020-10-01 16:51:28,267 - mmaction - INFO - Epoch [20][340/1997] lr: 7.500e-03, eta: 1 day, 23:12:55, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5719, top5_acc: 0.8042, loss_cls: 1.8249, loss: 1.8249, grad_norm: 5.2047 2020-10-01 16:51:48,838 - mmaction - INFO - Epoch [20][360/1997] lr: 7.500e-03, eta: 1 day, 23:12:32, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5589, top5_acc: 0.7914, loss_cls: 1.8797, loss: 1.8797, grad_norm: 5.1490 2020-10-01 16:52:09,376 - mmaction - INFO - Epoch [20][380/1997] lr: 7.500e-03, eta: 1 day, 23:12:09, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5490, top5_acc: 0.7943, loss_cls: 1.8969, loss: 1.8969, grad_norm: 5.2488 2020-10-01 16:52:30,138 - mmaction - INFO - Epoch [20][400/1997] lr: 7.500e-03, eta: 1 day, 23:11:47, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5542, top5_acc: 0.7854, loss_cls: 1.9057, loss: 1.9057, grad_norm: 5.1790 2020-10-01 16:52:51,724 - mmaction - INFO - Epoch [20][420/1997] lr: 7.500e-03, eta: 1 day, 23:11:28, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.5596, top5_acc: 0.7784, loss_cls: 1.9089, loss: 1.9089, grad_norm: 5.1761 2020-10-01 16:53:12,476 - mmaction - INFO - Epoch [20][440/1997] lr: 7.500e-03, eta: 1 day, 23:11:06, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.5503, top5_acc: 0.7708, loss_cls: 1.9571, loss: 1.9571, grad_norm: 5.1464 2020-10-01 16:53:32,379 - mmaction - INFO - Epoch [20][460/1997] lr: 7.500e-03, eta: 1 day, 23:10:40, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7906, loss_cls: 1.9004, loss: 1.9004, grad_norm: 5.2163 2020-10-01 16:53:54,227 - mmaction - INFO - Epoch [20][480/1997] lr: 7.500e-03, eta: 1 day, 23:10:22, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.5687, top5_acc: 0.7935, loss_cls: 1.8489, loss: 1.8489, grad_norm: 5.1606 2020-10-01 16:54:15,394 - mmaction - INFO - Epoch [20][500/1997] lr: 7.500e-03, eta: 1 day, 23:10:01, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5594, top5_acc: 0.7792, loss_cls: 1.9224, loss: 1.9224, grad_norm: 5.2487 2020-10-01 16:54:36,047 - mmaction - INFO - Epoch [20][520/1997] lr: 7.500e-03, eta: 1 day, 23:09:39, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7930, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.1451 2020-10-01 16:54:57,692 - mmaction - INFO - Epoch [20][540/1997] lr: 7.500e-03, eta: 1 day, 23:09:20, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5687, top5_acc: 0.7898, loss_cls: 1.8866, loss: 1.8866, grad_norm: 5.1962 2020-10-01 16:55:19,112 - mmaction - INFO - Epoch [20][560/1997] lr: 7.500e-03, eta: 1 day, 23:09:00, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7898, loss_cls: 1.8950, loss: 1.8950, grad_norm: 5.1734 2020-10-01 16:55:38,795 - mmaction - INFO - Epoch [20][580/1997] lr: 7.500e-03, eta: 1 day, 23:08:34, time: 0.983, data_time: 0.001, memory: 8350, top1_acc: 0.5703, top5_acc: 0.7833, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.0887 2020-10-01 16:56:00,518 - mmaction - INFO - Epoch [20][600/1997] lr: 7.500e-03, eta: 1 day, 23:08:15, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5513, top5_acc: 0.7888, loss_cls: 1.8969, loss: 1.8969, grad_norm: 5.2471 2020-10-01 16:56:20,433 - mmaction - INFO - Epoch [20][620/1997] lr: 7.500e-03, eta: 1 day, 23:07:49, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.5568, top5_acc: 0.7909, loss_cls: 1.8948, loss: 1.8948, grad_norm: 5.1381 2020-10-01 16:56:41,653 - mmaction - INFO - Epoch [20][640/1997] lr: 7.500e-03, eta: 1 day, 23:07:29, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5630, top5_acc: 0.7867, loss_cls: 1.8938, loss: 1.8938, grad_norm: 5.2218 2020-10-01 16:57:01,945 - mmaction - INFO - Epoch [20][660/1997] lr: 7.500e-03, eta: 1 day, 23:07:05, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7839, loss_cls: 1.8921, loss: 1.8921, grad_norm: 5.2010 2020-10-01 16:57:23,707 - mmaction - INFO - Epoch [20][680/1997] lr: 7.500e-03, eta: 1 day, 23:06:47, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.5659, top5_acc: 0.7924, loss_cls: 1.8715, loss: 1.8715, grad_norm: 5.1825 2020-10-01 16:57:43,922 - mmaction - INFO - Epoch [20][700/1997] lr: 7.500e-03, eta: 1 day, 23:06:22, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7911, loss_cls: 1.9091, loss: 1.9091, grad_norm: 5.1310 2020-10-01 16:58:04,852 - mmaction - INFO - Epoch [20][720/1997] lr: 7.500e-03, eta: 1 day, 23:06:01, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5549, top5_acc: 0.7820, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.2447 2020-10-01 16:58:26,263 - mmaction - INFO - Epoch [20][740/1997] lr: 7.500e-03, eta: 1 day, 23:05:41, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.5523, top5_acc: 0.7797, loss_cls: 1.9598, loss: 1.9598, grad_norm: 5.1947 2020-10-01 16:58:47,277 - mmaction - INFO - Epoch [20][760/1997] lr: 7.500e-03, eta: 1 day, 23:05:20, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5419, top5_acc: 0.7737, loss_cls: 1.9795, loss: 1.9795, grad_norm: 5.2310 2020-10-01 16:59:07,613 - mmaction - INFO - Epoch [20][780/1997] lr: 7.500e-03, eta: 1 day, 23:04:56, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.5599, top5_acc: 0.7924, loss_cls: 1.8814, loss: 1.8814, grad_norm: 5.2437 2020-10-01 16:59:29,394 - mmaction - INFO - Epoch [20][800/1997] lr: 7.500e-03, eta: 1 day, 23:04:38, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.5622, top5_acc: 0.7878, loss_cls: 1.8843, loss: 1.8843, grad_norm: 5.1631 2020-10-01 16:59:50,805 - mmaction - INFO - Epoch [20][820/1997] lr: 7.500e-03, eta: 1 day, 23:04:18, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.5573, top5_acc: 0.7885, loss_cls: 1.9178, loss: 1.9178, grad_norm: 5.2568 2020-10-01 17:00:11,087 - mmaction - INFO - Epoch [20][840/1997] lr: 7.500e-03, eta: 1 day, 23:03:54, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5703, top5_acc: 0.7964, loss_cls: 1.8321, loss: 1.8321, grad_norm: 5.1217 2020-10-01 17:00:32,152 - mmaction - INFO - Epoch [20][860/1997] lr: 7.500e-03, eta: 1 day, 23:03:33, time: 1.054, data_time: 0.004, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7888, loss_cls: 1.8748, loss: 1.8748, grad_norm: 5.1185 2020-10-01 17:00:53,471 - mmaction - INFO - Epoch [20][880/1997] lr: 7.500e-03, eta: 1 day, 23:03:13, time: 1.067, data_time: 0.037, memory: 8350, top1_acc: 0.5516, top5_acc: 0.7833, loss_cls: 1.9480, loss: 1.9480, grad_norm: 5.4225 2020-10-01 17:01:15,877 - mmaction - INFO - Epoch [20][900/1997] lr: 7.500e-03, eta: 1 day, 23:02:57, time: 1.120, data_time: 0.012, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7781, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.2548 2020-10-01 17:01:36,664 - mmaction - INFO - Epoch [20][920/1997] lr: 7.500e-03, eta: 1 day, 23:02:35, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5568, top5_acc: 0.7849, loss_cls: 1.8925, loss: 1.8925, grad_norm: 5.1947 2020-10-01 17:01:57,547 - mmaction - INFO - Epoch [20][940/1997] lr: 7.500e-03, eta: 1 day, 23:02:13, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5583, top5_acc: 0.7927, loss_cls: 1.8922, loss: 1.8922, grad_norm: 5.1708 2020-10-01 17:02:18,813 - mmaction - INFO - Epoch [20][960/1997] lr: 7.500e-03, eta: 1 day, 23:01:53, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5685, top5_acc: 0.7909, loss_cls: 1.8845, loss: 1.8845, grad_norm: 5.2046 2020-10-01 17:02:39,666 - mmaction - INFO - Epoch [20][980/1997] lr: 7.500e-03, eta: 1 day, 23:01:31, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7849, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.2051 2020-10-01 17:03:00,383 - mmaction - INFO - Epoch [20][1000/1997] lr: 7.500e-03, eta: 1 day, 23:01:09, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5508, top5_acc: 0.7883, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.2085 2020-10-01 17:03:20,567 - mmaction - INFO - Epoch [20][1020/1997] lr: 7.500e-03, eta: 1 day, 23:00:44, time: 1.009, data_time: 0.003, memory: 8350, top1_acc: 0.5513, top5_acc: 0.7802, loss_cls: 1.9299, loss: 1.9299, grad_norm: 5.2627 2020-10-01 17:03:40,879 - mmaction - INFO - Epoch [20][1040/1997] lr: 7.500e-03, eta: 1 day, 23:00:20, time: 1.016, data_time: 0.003, memory: 8350, top1_acc: 0.5641, top5_acc: 0.7875, loss_cls: 1.8869, loss: 1.8869, grad_norm: 5.2017 2020-10-01 17:04:02,977 - mmaction - INFO - Epoch [20][1060/1997] lr: 7.500e-03, eta: 1 day, 23:00:03, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7948, loss_cls: 1.9089, loss: 1.9089, grad_norm: 5.1889 2020-10-01 17:04:23,855 - mmaction - INFO - Epoch [20][1080/1997] lr: 7.500e-03, eta: 1 day, 22:59:41, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5620, top5_acc: 0.7964, loss_cls: 1.8824, loss: 1.8824, grad_norm: 5.1590 2020-10-01 17:04:44,889 - mmaction - INFO - Epoch [20][1100/1997] lr: 7.500e-03, eta: 1 day, 22:59:20, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.5508, top5_acc: 0.7945, loss_cls: 1.9019, loss: 1.9019, grad_norm: 5.1827 2020-10-01 17:05:06,234 - mmaction - INFO - Epoch [20][1120/1997] lr: 7.500e-03, eta: 1 day, 22:59:00, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7875, loss_cls: 1.9176, loss: 1.9176, grad_norm: 5.1759 2020-10-01 17:05:28,056 - mmaction - INFO - Epoch [20][1140/1997] lr: 7.500e-03, eta: 1 day, 22:58:42, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.5531, top5_acc: 0.7857, loss_cls: 1.9046, loss: 1.9046, grad_norm: 5.1519 2020-10-01 17:05:48,396 - mmaction - INFO - Epoch [20][1160/1997] lr: 7.500e-03, eta: 1 day, 22:58:18, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5651, top5_acc: 0.7891, loss_cls: 1.8965, loss: 1.8965, grad_norm: 5.1420 2020-10-01 17:06:09,635 - mmaction - INFO - Epoch [20][1180/1997] lr: 7.500e-03, eta: 1 day, 22:57:58, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5547, top5_acc: 0.7815, loss_cls: 1.9044, loss: 1.9044, grad_norm: 5.2568 2020-10-01 17:06:29,577 - mmaction - INFO - Epoch [20][1200/1997] lr: 7.500e-03, eta: 1 day, 22:57:32, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.8518, loss: 1.8518, grad_norm: 5.1553 2020-10-01 17:06:51,721 - mmaction - INFO - Epoch [20][1220/1997] lr: 7.500e-03, eta: 1 day, 22:57:16, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.5630, top5_acc: 0.7854, loss_cls: 1.9011, loss: 1.9011, grad_norm: 5.2225 2020-10-01 17:07:12,113 - mmaction - INFO - Epoch [20][1240/1997] lr: 7.500e-03, eta: 1 day, 22:56:52, time: 1.021, data_time: 0.003, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7763, loss_cls: 1.9534, loss: 1.9534, grad_norm: 5.2800 2020-10-01 17:07:32,564 - mmaction - INFO - Epoch [20][1260/1997] lr: 7.500e-03, eta: 1 day, 22:56:28, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7742, loss_cls: 1.9197, loss: 1.9197, grad_norm: 5.2171 2020-10-01 17:07:54,099 - mmaction - INFO - Epoch [20][1280/1997] lr: 7.500e-03, eta: 1 day, 22:56:09, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5635, top5_acc: 0.7948, loss_cls: 1.8668, loss: 1.8668, grad_norm: 5.1153 2020-10-01 17:08:14,611 - mmaction - INFO - Epoch [20][1300/1997] lr: 7.500e-03, eta: 1 day, 22:55:46, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7865, loss_cls: 1.8918, loss: 1.8918, grad_norm: 5.2114 2020-10-01 17:08:35,614 - mmaction - INFO - Epoch [20][1320/1997] lr: 7.500e-03, eta: 1 day, 22:55:25, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5516, top5_acc: 0.7849, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.2184 2020-10-01 17:08:55,943 - mmaction - INFO - Epoch [20][1340/1997] lr: 7.500e-03, eta: 1 day, 22:55:01, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5576, top5_acc: 0.7794, loss_cls: 1.9375, loss: 1.9375, grad_norm: 5.2481 2020-10-01 17:09:16,919 - mmaction - INFO - Epoch [20][1360/1997] lr: 7.500e-03, eta: 1 day, 22:54:39, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5635, top5_acc: 0.7865, loss_cls: 1.9000, loss: 1.9000, grad_norm: 5.1983 2020-10-01 17:09:38,956 - mmaction - INFO - Epoch [20][1380/1997] lr: 7.500e-03, eta: 1 day, 22:54:22, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.5690, top5_acc: 0.7846, loss_cls: 1.8851, loss: 1.8851, grad_norm: 5.1538 2020-10-01 17:09:58,526 - mmaction - INFO - Epoch [20][1400/1997] lr: 7.500e-03, eta: 1 day, 22:53:55, time: 0.978, data_time: 0.001, memory: 8350, top1_acc: 0.5630, top5_acc: 0.7901, loss_cls: 1.8759, loss: 1.8759, grad_norm: 5.2690 2020-10-01 17:10:21,430 - mmaction - INFO - Epoch [20][1420/1997] lr: 7.500e-03, eta: 1 day, 22:53:41, time: 1.145, data_time: 0.002, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7870, loss_cls: 1.8950, loss: 1.8950, grad_norm: 5.2168 2020-10-01 17:10:42,418 - mmaction - INFO - Epoch [20][1440/1997] lr: 7.500e-03, eta: 1 day, 22:53:20, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5448, top5_acc: 0.7719, loss_cls: 1.9736, loss: 1.9736, grad_norm: 5.3364 2020-10-01 17:11:02,623 - mmaction - INFO - Epoch [20][1460/1997] lr: 7.500e-03, eta: 1 day, 22:52:56, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5581, top5_acc: 0.7891, loss_cls: 1.9002, loss: 1.9002, grad_norm: 5.2579 2020-10-01 17:11:23,647 - mmaction - INFO - Epoch [20][1480/1997] lr: 7.500e-03, eta: 1 day, 22:52:34, time: 1.050, data_time: 0.005, memory: 8350, top1_acc: 0.5651, top5_acc: 0.7859, loss_cls: 1.9098, loss: 1.9098, grad_norm: 5.2701 2020-10-01 17:11:44,722 - mmaction - INFO - Epoch [20][1500/1997] lr: 7.500e-03, eta: 1 day, 22:52:13, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5693, top5_acc: 0.7961, loss_cls: 1.8526, loss: 1.8526, grad_norm: 5.1380 2020-10-01 17:12:06,021 - mmaction - INFO - Epoch [20][1520/1997] lr: 7.500e-03, eta: 1 day, 22:51:53, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.5594, top5_acc: 0.7805, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.1994 2020-10-01 17:12:26,363 - mmaction - INFO - Epoch [20][1540/1997] lr: 7.500e-03, eta: 1 day, 22:51:29, time: 1.019, data_time: 0.003, memory: 8350, top1_acc: 0.5549, top5_acc: 0.7802, loss_cls: 1.9381, loss: 1.9381, grad_norm: 5.2290 2020-10-01 17:12:46,462 - mmaction - INFO - Epoch [20][1560/1997] lr: 7.500e-03, eta: 1 day, 22:51:04, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.5573, top5_acc: 0.7839, loss_cls: 1.9113, loss: 1.9113, grad_norm: 5.2274 2020-10-01 17:13:08,458 - mmaction - INFO - Epoch [20][1580/1997] lr: 7.500e-03, eta: 1 day, 22:50:47, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.5464, top5_acc: 0.7870, loss_cls: 1.9597, loss: 1.9597, grad_norm: 5.2472 2020-10-01 17:13:29,482 - mmaction - INFO - Epoch [20][1600/1997] lr: 7.500e-03, eta: 1 day, 22:50:26, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7789, loss_cls: 1.9539, loss: 1.9539, grad_norm: 5.2659 2020-10-01 17:13:49,824 - mmaction - INFO - Epoch [20][1620/1997] lr: 7.500e-03, eta: 1 day, 22:50:02, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5529, top5_acc: 0.7849, loss_cls: 1.9008, loss: 1.9008, grad_norm: 5.1408 2020-10-01 17:14:10,686 - mmaction - INFO - Epoch [20][1640/1997] lr: 7.500e-03, eta: 1 day, 22:49:40, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7859, loss_cls: 1.9061, loss: 1.9061, grad_norm: 5.1559 2020-10-01 17:14:31,471 - mmaction - INFO - Epoch [20][1660/1997] lr: 7.500e-03, eta: 1 day, 22:49:18, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5589, top5_acc: 0.7789, loss_cls: 1.9198, loss: 1.9198, grad_norm: 5.1660 2020-10-01 17:14:53,385 - mmaction - INFO - Epoch [20][1680/1997] lr: 7.500e-03, eta: 1 day, 22:49:00, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.5487, top5_acc: 0.7849, loss_cls: 1.9065, loss: 1.9065, grad_norm: 5.2817 2020-10-01 17:15:13,979 - mmaction - INFO - Epoch [20][1700/1997] lr: 7.500e-03, eta: 1 day, 22:48:37, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7878, loss_cls: 1.9363, loss: 1.9363, grad_norm: 5.2039 2020-10-01 17:15:35,101 - mmaction - INFO - Epoch [20][1720/1997] lr: 7.500e-03, eta: 1 day, 22:48:17, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7987, loss_cls: 1.8757, loss: 1.8757, grad_norm: 5.1440 2020-10-01 17:15:55,289 - mmaction - INFO - Epoch [20][1740/1997] lr: 7.500e-03, eta: 1 day, 22:47:52, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.5560, top5_acc: 0.7857, loss_cls: 1.9040, loss: 1.9040, grad_norm: 5.0920 2020-10-01 17:16:16,422 - mmaction - INFO - Epoch [20][1760/1997] lr: 7.500e-03, eta: 1 day, 22:47:31, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5648, top5_acc: 0.8036, loss_cls: 1.8472, loss: 1.8472, grad_norm: 5.1650 2020-10-01 17:16:37,055 - mmaction - INFO - Epoch [20][1780/1997] lr: 7.500e-03, eta: 1 day, 22:47:09, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5445, top5_acc: 0.7878, loss_cls: 1.9342, loss: 1.9342, grad_norm: 5.2551 2020-10-01 17:16:58,750 - mmaction - INFO - Epoch [20][1800/1997] lr: 7.500e-03, eta: 1 day, 22:46:50, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.5531, top5_acc: 0.7763, loss_cls: 1.9571, loss: 1.9571, grad_norm: 5.2399 2020-10-01 17:17:20,051 - mmaction - INFO - Epoch [20][1820/1997] lr: 7.500e-03, eta: 1 day, 22:46:30, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5573, top5_acc: 0.7919, loss_cls: 1.8807, loss: 1.8807, grad_norm: 5.2386 2020-10-01 17:17:40,310 - mmaction - INFO - Epoch [20][1840/1997] lr: 7.500e-03, eta: 1 day, 22:46:06, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5609, top5_acc: 0.7823, loss_cls: 1.9350, loss: 1.9350, grad_norm: 5.2277 2020-10-01 17:18:01,958 - mmaction - INFO - Epoch [20][1860/1997] lr: 7.500e-03, eta: 1 day, 22:45:47, time: 1.084, data_time: 0.003, memory: 8350, top1_acc: 0.5565, top5_acc: 0.7943, loss_cls: 1.8467, loss: 1.8467, grad_norm: 5.1755 2020-10-01 17:18:23,272 - mmaction - INFO - Epoch [20][1880/1997] lr: 7.500e-03, eta: 1 day, 22:45:27, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7901, loss_cls: 1.8903, loss: 1.8903, grad_norm: 5.1645 2020-10-01 17:18:42,411 - mmaction - INFO - Epoch [20][1900/1997] lr: 7.500e-03, eta: 1 day, 22:44:58, time: 0.957, data_time: 0.002, memory: 8350, top1_acc: 0.5609, top5_acc: 0.7852, loss_cls: 1.8849, loss: 1.8849, grad_norm: 5.1616 2020-10-01 17:19:03,058 - mmaction - INFO - Epoch [20][1920/1997] lr: 7.500e-03, eta: 1 day, 22:44:36, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5643, top5_acc: 0.7930, loss_cls: 1.8657, loss: 1.8657, grad_norm: 5.2251 2020-10-01 17:19:24,842 - mmaction - INFO - Epoch [20][1940/1997] lr: 7.500e-03, eta: 1 day, 22:44:17, time: 1.088, data_time: 0.018, memory: 8350, top1_acc: 0.5586, top5_acc: 0.7865, loss_cls: 1.9005, loss: 1.9005, grad_norm: 5.2109 2020-10-01 17:19:46,326 - mmaction - INFO - Epoch [20][1960/1997] lr: 7.500e-03, eta: 1 day, 22:43:58, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5505, top5_acc: 0.7758, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.3531 2020-10-01 17:20:06,218 - mmaction - INFO - Epoch [20][1980/1997] lr: 7.500e-03, eta: 1 day, 22:43:32, time: 0.994, data_time: 0.001, memory: 8350, top1_acc: 0.5443, top5_acc: 0.7776, loss_cls: 1.9644, loss: 1.9644, grad_norm: 5.2360 2020-10-01 17:20:25,297 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-01 17:23:18,235 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 17:23:19,816 - mmaction - INFO - top1_acc 0.6427 top5_acc 0.8662 2020-10-01 17:23:19,816 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 17:23:19,915 - mmaction - INFO - mean_acc 0.6415 2020-10-01 17:23:19,915 - mmaction - INFO - Now best checkpoint is epoch_20.pth 2020-10-01 17:23:19,934 - mmaction - INFO - Epoch(val) [20][1997] top1_acc: 0.6427, top5_acc: 0.8662, mean_class_accuracy: 0.6415 2020-10-01 17:24:01,291 - mmaction - INFO - Epoch [21][20/1997] lr: 7.500e-03, eta: 1 day, 22:43:03, time: 2.065, data_time: 1.122, memory: 8350, top1_acc: 0.5682, top5_acc: 0.7948, loss_cls: 1.8486, loss: 1.8486, grad_norm: 5.0350 2020-10-01 17:24:23,932 - mmaction - INFO - Epoch [21][40/1997] lr: 7.500e-03, eta: 1 day, 22:42:48, time: 1.132, data_time: 0.029, memory: 8350, top1_acc: 0.5753, top5_acc: 0.7977, loss_cls: 1.8208, loss: 1.8208, grad_norm: 5.0357 2020-10-01 17:24:44,535 - mmaction - INFO - Epoch [21][60/1997] lr: 7.500e-03, eta: 1 day, 22:42:25, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5633, top5_acc: 0.7883, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.2528 2020-10-01 17:25:06,367 - mmaction - INFO - Epoch [21][80/1997] lr: 7.500e-03, eta: 1 day, 22:42:07, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.5620, top5_acc: 0.7911, loss_cls: 1.8867, loss: 1.8867, grad_norm: 5.1190 2020-10-01 17:25:26,787 - mmaction - INFO - Epoch [21][100/1997] lr: 7.500e-03, eta: 1 day, 22:41:44, time: 1.022, data_time: 0.003, memory: 8350, top1_acc: 0.5560, top5_acc: 0.7924, loss_cls: 1.8709, loss: 1.8709, grad_norm: 5.2087 2020-10-01 17:25:47,818 - mmaction - INFO - Epoch [21][120/1997] lr: 7.500e-03, eta: 1 day, 22:41:23, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.1749 2020-10-01 17:26:08,387 - mmaction - INFO - Epoch [21][140/1997] lr: 7.500e-03, eta: 1 day, 22:41:00, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5633, top5_acc: 0.7862, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.0958 2020-10-01 17:26:30,653 - mmaction - INFO - Epoch [21][160/1997] lr: 7.500e-03, eta: 1 day, 22:40:43, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.7943, loss_cls: 1.8313, loss: 1.8313, grad_norm: 5.0873 2020-10-01 17:26:50,241 - mmaction - INFO - Epoch [21][180/1997] lr: 7.500e-03, eta: 1 day, 22:40:16, time: 0.978, data_time: 0.001, memory: 8350, top1_acc: 0.5635, top5_acc: 0.7930, loss_cls: 1.8578, loss: 1.8578, grad_norm: 5.2421 2020-10-01 17:27:11,681 - mmaction - INFO - Epoch [21][200/1997] lr: 7.500e-03, eta: 1 day, 22:39:57, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5615, top5_acc: 0.7846, loss_cls: 1.8761, loss: 1.8761, grad_norm: 5.2768 2020-10-01 17:27:33,608 - mmaction - INFO - Epoch [21][220/1997] lr: 7.500e-03, eta: 1 day, 22:39:39, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7904, loss_cls: 1.8526, loss: 1.8526, grad_norm: 5.1116 2020-10-01 17:27:54,073 - mmaction - INFO - Epoch [21][240/1997] lr: 7.500e-03, eta: 1 day, 22:39:16, time: 1.023, data_time: 0.003, memory: 8350, top1_acc: 0.5685, top5_acc: 0.7846, loss_cls: 1.9021, loss: 1.9021, grad_norm: 5.3262 2020-10-01 17:28:14,902 - mmaction - INFO - Epoch [21][260/1997] lr: 7.500e-03, eta: 1 day, 22:38:54, time: 1.043, data_time: 0.003, memory: 8350, top1_acc: 0.5781, top5_acc: 0.8029, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.2129 2020-10-01 17:28:35,502 - mmaction - INFO - Epoch [21][280/1997] lr: 7.500e-03, eta: 1 day, 22:38:31, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5536, top5_acc: 0.7768, loss_cls: 1.8980, loss: 1.8980, grad_norm: 5.1963 2020-10-01 17:28:56,002 - mmaction - INFO - Epoch [21][300/1997] lr: 7.500e-03, eta: 1 day, 22:38:08, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.9255, loss: 1.9255, grad_norm: 5.2976 2020-10-01 17:29:17,805 - mmaction - INFO - Epoch [21][320/1997] lr: 7.500e-03, eta: 1 day, 22:37:50, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7948, loss_cls: 1.8716, loss: 1.8716, grad_norm: 5.1289 2020-10-01 17:29:38,470 - mmaction - INFO - Epoch [21][340/1997] lr: 7.500e-03, eta: 1 day, 22:37:27, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5513, top5_acc: 0.7958, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.2741 2020-10-01 17:30:00,907 - mmaction - INFO - Epoch [21][360/1997] lr: 7.500e-03, eta: 1 day, 22:37:11, time: 1.122, data_time: 0.002, memory: 8350, top1_acc: 0.5529, top5_acc: 0.7854, loss_cls: 1.9242, loss: 1.9242, grad_norm: 5.2952 2020-10-01 17:30:20,468 - mmaction - INFO - Epoch [21][380/1997] lr: 7.500e-03, eta: 1 day, 22:36:45, time: 0.979, data_time: 0.002, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7849, loss_cls: 1.9158, loss: 1.9158, grad_norm: 5.1732 2020-10-01 17:30:42,478 - mmaction - INFO - Epoch [21][400/1997] lr: 7.500e-03, eta: 1 day, 22:36:27, time: 1.100, data_time: 0.001, memory: 8350, top1_acc: 0.5750, top5_acc: 0.7977, loss_cls: 1.8236, loss: 1.8236, grad_norm: 5.2293 2020-10-01 17:31:02,904 - mmaction - INFO - Epoch [21][420/1997] lr: 7.500e-03, eta: 1 day, 22:36:03, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7914, loss_cls: 1.8562, loss: 1.8562, grad_norm: 5.2065 2020-10-01 17:31:25,343 - mmaction - INFO - Epoch [21][440/1997] lr: 7.500e-03, eta: 1 day, 22:35:48, time: 1.124, data_time: 0.003, memory: 8350, top1_acc: 0.5625, top5_acc: 0.7883, loss_cls: 1.9022, loss: 1.9022, grad_norm: 5.2266 2020-10-01 17:31:46,175 - mmaction - INFO - Epoch [21][460/1997] lr: 7.500e-03, eta: 1 day, 22:35:26, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.5602, top5_acc: 0.7906, loss_cls: 1.8873, loss: 1.8873, grad_norm: 5.2246 2020-10-01 17:32:06,526 - mmaction - INFO - Epoch [21][480/1997] lr: 7.500e-03, eta: 1 day, 22:35:02, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7914, loss_cls: 1.8604, loss: 1.8604, grad_norm: 5.2022 2020-10-01 17:32:28,216 - mmaction - INFO - Epoch [21][500/1997] lr: 7.500e-03, eta: 1 day, 22:34:44, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5602, top5_acc: 0.7872, loss_cls: 1.8993, loss: 1.8993, grad_norm: 5.1933 2020-10-01 17:32:48,784 - mmaction - INFO - Epoch [21][520/1997] lr: 7.500e-03, eta: 1 day, 22:34:21, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5664, top5_acc: 0.7815, loss_cls: 1.9164, loss: 1.9164, grad_norm: 5.1993 2020-10-01 17:33:09,434 - mmaction - INFO - Epoch [21][540/1997] lr: 7.500e-03, eta: 1 day, 22:33:58, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5565, top5_acc: 0.7893, loss_cls: 1.8971, loss: 1.8971, grad_norm: 5.2311 2020-10-01 17:33:30,568 - mmaction - INFO - Epoch [21][560/1997] lr: 7.500e-03, eta: 1 day, 22:33:37, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.5581, top5_acc: 0.7917, loss_cls: 1.8846, loss: 1.8846, grad_norm: 5.2829 2020-10-01 17:33:52,699 - mmaction - INFO - Epoch [21][580/1997] lr: 7.500e-03, eta: 1 day, 22:33:20, time: 1.106, data_time: 0.001, memory: 8350, top1_acc: 0.5823, top5_acc: 0.7888, loss_cls: 1.8469, loss: 1.8469, grad_norm: 5.1016 2020-10-01 17:34:13,947 - mmaction - INFO - Epoch [21][600/1997] lr: 7.500e-03, eta: 1 day, 22:33:00, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7977, loss_cls: 1.8647, loss: 1.8647, grad_norm: 5.2534 2020-10-01 17:34:35,307 - mmaction - INFO - Epoch [21][620/1997] lr: 7.500e-03, eta: 1 day, 22:32:40, time: 1.069, data_time: 0.003, memory: 8350, top1_acc: 0.5628, top5_acc: 0.7880, loss_cls: 1.8659, loss: 1.8659, grad_norm: 5.1601 2020-10-01 17:34:55,547 - mmaction - INFO - Epoch [21][640/1997] lr: 7.500e-03, eta: 1 day, 22:32:16, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.5654, top5_acc: 0.7914, loss_cls: 1.8868, loss: 1.8868, grad_norm: 5.1293 2020-10-01 17:35:16,839 - mmaction - INFO - Epoch [21][660/1997] lr: 7.500e-03, eta: 1 day, 22:31:56, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7865, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.1511 2020-10-01 17:35:37,024 - mmaction - INFO - Epoch [21][680/1997] lr: 7.500e-03, eta: 1 day, 22:31:31, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5586, top5_acc: 0.7893, loss_cls: 1.8959, loss: 1.8959, grad_norm: 5.1813 2020-10-01 17:35:58,198 - mmaction - INFO - Epoch [21][700/1997] lr: 7.500e-03, eta: 1 day, 22:31:11, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8807, loss: 1.8807, grad_norm: 5.2713 2020-10-01 17:36:18,788 - mmaction - INFO - Epoch [21][720/1997] lr: 7.500e-03, eta: 1 day, 22:30:48, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5518, top5_acc: 0.7839, loss_cls: 1.9406, loss: 1.9406, grad_norm: 5.2730 2020-10-01 17:36:39,684 - mmaction - INFO - Epoch [21][740/1997] lr: 7.500e-03, eta: 1 day, 22:30:26, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.5570, top5_acc: 0.7891, loss_cls: 1.9009, loss: 1.9009, grad_norm: 5.1995 2020-10-01 17:37:01,179 - mmaction - INFO - Epoch [21][760/1997] lr: 7.500e-03, eta: 1 day, 22:30:07, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5586, top5_acc: 0.7880, loss_cls: 1.8609, loss: 1.8609, grad_norm: 5.1290 2020-10-01 17:37:22,754 - mmaction - INFO - Epoch [21][780/1997] lr: 7.500e-03, eta: 1 day, 22:29:48, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7940, loss_cls: 1.8832, loss: 1.8832, grad_norm: 5.2534 2020-10-01 17:37:43,675 - mmaction - INFO - Epoch [21][800/1997] lr: 7.500e-03, eta: 1 day, 22:29:26, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5693, top5_acc: 0.8052, loss_cls: 1.8165, loss: 1.8165, grad_norm: 5.0449 2020-10-01 17:38:04,521 - mmaction - INFO - Epoch [21][820/1997] lr: 7.500e-03, eta: 1 day, 22:29:04, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.5516, top5_acc: 0.7917, loss_cls: 1.9209, loss: 1.9209, grad_norm: 5.3262 2020-10-01 17:38:25,215 - mmaction - INFO - Epoch [21][840/1997] lr: 7.500e-03, eta: 1 day, 22:28:42, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5526, top5_acc: 0.7878, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.2714 2020-10-01 17:38:46,008 - mmaction - INFO - Epoch [21][860/1997] lr: 7.500e-03, eta: 1 day, 22:28:20, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5573, top5_acc: 0.7901, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.3238 2020-10-01 17:39:06,541 - mmaction - INFO - Epoch [21][880/1997] lr: 7.500e-03, eta: 1 day, 22:27:57, time: 1.026, data_time: 0.009, memory: 8350, top1_acc: 0.5706, top5_acc: 0.7938, loss_cls: 1.8624, loss: 1.8624, grad_norm: 5.2026 2020-10-01 17:39:27,323 - mmaction - INFO - Epoch [21][900/1997] lr: 7.500e-03, eta: 1 day, 22:27:35, time: 1.039, data_time: 0.031, memory: 8350, top1_acc: 0.5664, top5_acc: 0.7914, loss_cls: 1.8631, loss: 1.8631, grad_norm: 5.1443 2020-10-01 17:39:47,640 - mmaction - INFO - Epoch [21][920/1997] lr: 7.500e-03, eta: 1 day, 22:27:11, time: 1.015, data_time: 0.042, memory: 8350, top1_acc: 0.5612, top5_acc: 0.7948, loss_cls: 1.8573, loss: 1.8573, grad_norm: 5.1515 2020-10-01 17:40:09,986 - mmaction - INFO - Epoch [21][940/1997] lr: 7.500e-03, eta: 1 day, 22:26:55, time: 1.118, data_time: 0.001, memory: 8350, top1_acc: 0.5510, top5_acc: 0.7805, loss_cls: 1.9244, loss: 1.9244, grad_norm: 5.1989 2020-10-01 17:40:31,042 - mmaction - INFO - Epoch [21][960/1997] lr: 7.500e-03, eta: 1 day, 22:26:33, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5560, top5_acc: 0.7826, loss_cls: 1.9176, loss: 1.9176, grad_norm: 5.2489 2020-10-01 17:40:51,473 - mmaction - INFO - Epoch [21][980/1997] lr: 7.500e-03, eta: 1 day, 22:26:10, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.5698, top5_acc: 0.7992, loss_cls: 1.8698, loss: 1.8698, grad_norm: 5.1681 2020-10-01 17:41:12,082 - mmaction - INFO - Epoch [21][1000/1997] lr: 7.500e-03, eta: 1 day, 22:25:47, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5669, top5_acc: 0.7906, loss_cls: 1.8894, loss: 1.8894, grad_norm: 5.2394 2020-10-01 17:41:33,338 - mmaction - INFO - Epoch [21][1020/1997] lr: 7.500e-03, eta: 1 day, 22:25:27, time: 1.064, data_time: 0.003, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7794, loss_cls: 1.9589, loss: 1.9589, grad_norm: 5.3734 2020-10-01 17:41:54,711 - mmaction - INFO - Epoch [21][1040/1997] lr: 7.500e-03, eta: 1 day, 22:25:07, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7977, loss_cls: 1.8637, loss: 1.8637, grad_norm: 5.1831 2020-10-01 17:42:15,545 - mmaction - INFO - Epoch [21][1060/1997] lr: 7.500e-03, eta: 1 day, 22:24:45, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5708, top5_acc: 0.7914, loss_cls: 1.8680, loss: 1.8680, grad_norm: 5.2188 2020-10-01 17:42:36,569 - mmaction - INFO - Epoch [21][1080/1997] lr: 7.500e-03, eta: 1 day, 22:24:24, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5518, top5_acc: 0.7724, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.3539 2020-10-01 17:42:56,866 - mmaction - INFO - Epoch [21][1100/1997] lr: 7.500e-03, eta: 1 day, 22:24:00, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5682, top5_acc: 0.7867, loss_cls: 1.8701, loss: 1.8701, grad_norm: 5.1398 2020-10-01 17:43:17,117 - mmaction - INFO - Epoch [21][1120/1997] lr: 7.500e-03, eta: 1 day, 22:23:36, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5656, top5_acc: 0.7872, loss_cls: 1.8994, loss: 1.8994, grad_norm: 5.1352 2020-10-01 17:43:38,711 - mmaction - INFO - Epoch [21][1140/1997] lr: 7.500e-03, eta: 1 day, 22:23:17, time: 1.079, data_time: 0.006, memory: 8350, top1_acc: 0.5680, top5_acc: 0.7867, loss_cls: 1.8822, loss: 1.8822, grad_norm: 5.2545 2020-10-01 17:43:58,922 - mmaction - INFO - Epoch [21][1160/1997] lr: 7.500e-03, eta: 1 day, 22:22:52, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5732, top5_acc: 0.7930, loss_cls: 1.8549, loss: 1.8549, grad_norm: 5.1275 2020-10-01 17:44:20,407 - mmaction - INFO - Epoch [21][1180/1997] lr: 7.500e-03, eta: 1 day, 22:22:33, time: 1.075, data_time: 0.022, memory: 8350, top1_acc: 0.5693, top5_acc: 0.7841, loss_cls: 1.8658, loss: 1.8658, grad_norm: 5.1271 2020-10-01 17:44:41,690 - mmaction - INFO - Epoch [21][1200/1997] lr: 7.500e-03, eta: 1 day, 22:22:13, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5685, top5_acc: 0.7919, loss_cls: 1.8563, loss: 1.8563, grad_norm: 5.1751 2020-10-01 17:45:02,045 - mmaction - INFO - Epoch [21][1220/1997] lr: 7.500e-03, eta: 1 day, 22:21:49, time: 1.018, data_time: 0.001, memory: 8350, top1_acc: 0.5633, top5_acc: 0.7919, loss_cls: 1.8852, loss: 1.8852, grad_norm: 5.2433 2020-10-01 17:45:23,385 - mmaction - INFO - Epoch [21][1240/1997] lr: 7.500e-03, eta: 1 day, 22:21:29, time: 1.066, data_time: 0.005, memory: 8350, top1_acc: 0.5659, top5_acc: 0.7909, loss_cls: 1.8785, loss: 1.8785, grad_norm: 5.1962 2020-10-01 17:45:43,798 - mmaction - INFO - Epoch [21][1260/1997] lr: 7.500e-03, eta: 1 day, 22:21:05, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5536, top5_acc: 0.7979, loss_cls: 1.8775, loss: 1.8775, grad_norm: 5.1862 2020-10-01 17:46:05,372 - mmaction - INFO - Epoch [21][1280/1997] lr: 7.500e-03, eta: 1 day, 22:20:46, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.5594, top5_acc: 0.7805, loss_cls: 1.9182, loss: 1.9182, grad_norm: 5.2791 2020-10-01 17:46:25,694 - mmaction - INFO - Epoch [21][1300/1997] lr: 7.500e-03, eta: 1 day, 22:20:23, time: 1.016, data_time: 0.003, memory: 8350, top1_acc: 0.5547, top5_acc: 0.7805, loss_cls: 1.9100, loss: 1.9100, grad_norm: 5.2130 2020-10-01 17:46:47,510 - mmaction - INFO - Epoch [21][1320/1997] lr: 7.500e-03, eta: 1 day, 22:20:05, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.5448, top5_acc: 0.7880, loss_cls: 1.9342, loss: 1.9342, grad_norm: 5.2854 2020-10-01 17:47:06,861 - mmaction - INFO - Epoch [21][1340/1997] lr: 7.500e-03, eta: 1 day, 22:19:37, time: 0.966, data_time: 0.001, memory: 8350, top1_acc: 0.5602, top5_acc: 0.7932, loss_cls: 1.8859, loss: 1.8859, grad_norm: 5.2686 2020-10-01 17:47:28,105 - mmaction - INFO - Epoch [21][1360/1997] lr: 7.500e-03, eta: 1 day, 22:19:17, time: 1.063, data_time: 0.003, memory: 8350, top1_acc: 0.5461, top5_acc: 0.7828, loss_cls: 1.9325, loss: 1.9325, grad_norm: 5.2957 2020-10-01 17:47:48,493 - mmaction - INFO - Epoch [21][1380/1997] lr: 7.500e-03, eta: 1 day, 22:18:53, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5464, top5_acc: 0.7799, loss_cls: 1.9308, loss: 1.9308, grad_norm: 5.2627 2020-10-01 17:48:09,764 - mmaction - INFO - Epoch [21][1400/1997] lr: 7.500e-03, eta: 1 day, 22:18:33, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.5706, top5_acc: 0.7961, loss_cls: 1.8464, loss: 1.8464, grad_norm: 5.1717 2020-10-01 17:48:32,181 - mmaction - INFO - Epoch [21][1420/1997] lr: 7.500e-03, eta: 1 day, 22:18:17, time: 1.121, data_time: 0.002, memory: 8350, top1_acc: 0.5534, top5_acc: 0.7883, loss_cls: 1.9115, loss: 1.9115, grad_norm: 5.2499 2020-10-01 17:48:52,082 - mmaction - INFO - Epoch [21][1440/1997] lr: 7.500e-03, eta: 1 day, 22:17:51, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7909, loss_cls: 1.8814, loss: 1.8814, grad_norm: 5.1781 2020-10-01 17:49:13,568 - mmaction - INFO - Epoch [21][1460/1997] lr: 7.500e-03, eta: 1 day, 22:17:32, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5513, top5_acc: 0.7784, loss_cls: 1.9350, loss: 1.9350, grad_norm: 5.1877 2020-10-01 17:49:33,814 - mmaction - INFO - Epoch [21][1480/1997] lr: 7.500e-03, eta: 1 day, 22:17:08, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7984, loss_cls: 1.8556, loss: 1.8556, grad_norm: 5.1007 2020-10-01 17:49:55,940 - mmaction - INFO - Epoch [21][1500/1997] lr: 7.500e-03, eta: 1 day, 22:16:51, time: 1.106, data_time: 0.001, memory: 8350, top1_acc: 0.5523, top5_acc: 0.7878, loss_cls: 1.8959, loss: 1.8959, grad_norm: 5.1581 2020-10-01 17:50:16,165 - mmaction - INFO - Epoch [21][1520/1997] lr: 7.500e-03, eta: 1 day, 22:16:27, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5508, top5_acc: 0.7862, loss_cls: 1.8959, loss: 1.8959, grad_norm: 5.1259 2020-10-01 17:50:36,311 - mmaction - INFO - Epoch [21][1540/1997] lr: 7.500e-03, eta: 1 day, 22:16:02, time: 1.006, data_time: 0.001, memory: 8350, top1_acc: 0.5547, top5_acc: 0.7831, loss_cls: 1.9341, loss: 1.9341, grad_norm: 5.2422 2020-10-01 17:50:57,008 - mmaction - INFO - Epoch [21][1560/1997] lr: 7.500e-03, eta: 1 day, 22:15:40, time: 1.036, data_time: 0.096, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7995, loss_cls: 1.8639, loss: 1.8639, grad_norm: 5.1556 2020-10-01 17:51:18,398 - mmaction - INFO - Epoch [21][1580/1997] lr: 7.500e-03, eta: 1 day, 22:15:20, time: 1.069, data_time: 0.081, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7904, loss_cls: 1.8722, loss: 1.8722, grad_norm: 5.1302 2020-10-01 17:51:39,040 - mmaction - INFO - Epoch [21][1600/1997] lr: 7.500e-03, eta: 1 day, 22:14:57, time: 1.032, data_time: 0.079, memory: 8350, top1_acc: 0.5589, top5_acc: 0.7914, loss_cls: 1.8863, loss: 1.8863, grad_norm: 5.1617 2020-10-01 17:51:59,758 - mmaction - INFO - Epoch [21][1620/1997] lr: 7.500e-03, eta: 1 day, 22:14:35, time: 1.036, data_time: 0.009, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7945, loss_cls: 1.8551, loss: 1.8551, grad_norm: 5.1330 2020-10-01 17:52:20,598 - mmaction - INFO - Epoch [21][1640/1997] lr: 7.500e-03, eta: 1 day, 22:14:13, time: 1.043, data_time: 0.018, memory: 8350, top1_acc: 0.5609, top5_acc: 0.7810, loss_cls: 1.9346, loss: 1.9346, grad_norm: 5.2203 2020-10-01 17:52:42,650 - mmaction - INFO - Epoch [21][1660/1997] lr: 7.500e-03, eta: 1 day, 22:13:56, time: 1.102, data_time: 0.056, memory: 8350, top1_acc: 0.5664, top5_acc: 0.7945, loss_cls: 1.8766, loss: 1.8766, grad_norm: 5.1849 2020-10-01 17:53:03,014 - mmaction - INFO - Epoch [21][1680/1997] lr: 7.500e-03, eta: 1 day, 22:13:32, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5602, top5_acc: 0.7917, loss_cls: 1.8614, loss: 1.8614, grad_norm: 5.2419 2020-10-01 17:53:23,977 - mmaction - INFO - Epoch [21][1700/1997] lr: 7.500e-03, eta: 1 day, 22:13:11, time: 1.048, data_time: 0.010, memory: 8350, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.8261, loss: 1.8261, grad_norm: 5.1112 2020-10-01 17:53:44,686 - mmaction - INFO - Epoch [21][1720/1997] lr: 7.500e-03, eta: 1 day, 22:12:48, time: 1.036, data_time: 0.011, memory: 8350, top1_acc: 0.5471, top5_acc: 0.7784, loss_cls: 1.9614, loss: 1.9614, grad_norm: 5.3966 2020-10-01 17:54:05,279 - mmaction - INFO - Epoch [21][1740/1997] lr: 7.500e-03, eta: 1 day, 22:12:26, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5586, top5_acc: 0.7919, loss_cls: 1.8740, loss: 1.8740, grad_norm: 5.1625 2020-10-01 17:54:26,909 - mmaction - INFO - Epoch [21][1760/1997] lr: 7.500e-03, eta: 1 day, 22:12:07, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.1970 2020-10-01 17:54:47,373 - mmaction - INFO - Epoch [21][1780/1997] lr: 7.500e-03, eta: 1 day, 22:11:44, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5703, top5_acc: 0.7945, loss_cls: 1.8634, loss: 1.8634, grad_norm: 5.1277 2020-10-01 17:55:08,441 - mmaction - INFO - Epoch [21][1800/1997] lr: 7.500e-03, eta: 1 day, 22:11:23, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5630, top5_acc: 0.7823, loss_cls: 1.8715, loss: 1.8715, grad_norm: 5.2178 2020-10-01 17:55:31,549 - mmaction - INFO - Epoch [21][1820/1997] lr: 7.500e-03, eta: 1 day, 22:11:09, time: 1.155, data_time: 0.002, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7885, loss_cls: 1.8712, loss: 1.8712, grad_norm: 5.1702 2020-10-01 17:55:52,010 - mmaction - INFO - Epoch [21][1840/1997] lr: 7.500e-03, eta: 1 day, 22:10:46, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7896, loss_cls: 1.8566, loss: 1.8566, grad_norm: 5.1740 2020-10-01 17:56:13,277 - mmaction - INFO - Epoch [21][1860/1997] lr: 7.500e-03, eta: 1 day, 22:10:26, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5576, top5_acc: 0.7831, loss_cls: 1.9155, loss: 1.9155, grad_norm: 5.2983 2020-10-01 17:56:34,238 - mmaction - INFO - Epoch [21][1880/1997] lr: 7.500e-03, eta: 1 day, 22:10:04, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5583, top5_acc: 0.7807, loss_cls: 1.9107, loss: 1.9107, grad_norm: 5.1853 2020-10-01 17:56:55,322 - mmaction - INFO - Epoch [21][1900/1997] lr: 7.500e-03, eta: 1 day, 22:09:43, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7906, loss_cls: 1.8684, loss: 1.8684, grad_norm: 5.1441 2020-10-01 17:57:16,672 - mmaction - INFO - Epoch [21][1920/1997] lr: 7.500e-03, eta: 1 day, 22:09:23, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.5719, top5_acc: 0.7833, loss_cls: 1.8839, loss: 1.8839, grad_norm: 5.2016 2020-10-01 17:57:36,549 - mmaction - INFO - Epoch [21][1940/1997] lr: 7.500e-03, eta: 1 day, 22:08:58, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.5701, top5_acc: 0.7917, loss_cls: 1.8743, loss: 1.8743, grad_norm: 5.2438 2020-10-01 17:57:57,666 - mmaction - INFO - Epoch [21][1960/1997] lr: 7.500e-03, eta: 1 day, 22:08:37, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.5659, top5_acc: 0.7891, loss_cls: 1.8925, loss: 1.8925, grad_norm: 5.2101 2020-10-01 17:58:19,596 - mmaction - INFO - Epoch [21][1980/1997] lr: 7.500e-03, eta: 1 day, 22:08:19, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.5505, top5_acc: 0.7857, loss_cls: 1.9106, loss: 1.9106, grad_norm: 5.1826 2020-10-01 17:58:36,807 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-10-01 17:59:22,433 - mmaction - INFO - Epoch [22][20/1997] lr: 7.500e-03, eta: 1 day, 22:08:01, time: 2.228, data_time: 1.220, memory: 8350, top1_acc: 0.5768, top5_acc: 0.7964, loss_cls: 1.8386, loss: 1.8386, grad_norm: 5.1397 2020-10-01 17:59:43,945 - mmaction - INFO - Epoch [22][40/1997] lr: 7.500e-03, eta: 1 day, 22:07:42, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5701, top5_acc: 0.7875, loss_cls: 1.8784, loss: 1.8784, grad_norm: 5.2250 2020-10-01 18:00:05,496 - mmaction - INFO - Epoch [22][60/1997] lr: 7.500e-03, eta: 1 day, 22:07:23, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5784, top5_acc: 0.7992, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.1581 2020-10-01 18:00:26,364 - mmaction - INFO - Epoch [22][80/1997] lr: 7.500e-03, eta: 1 day, 22:07:01, time: 1.043, data_time: 0.003, memory: 8350, top1_acc: 0.5654, top5_acc: 0.7969, loss_cls: 1.8576, loss: 1.8576, grad_norm: 5.1118 2020-10-01 18:00:47,343 - mmaction - INFO - Epoch [22][100/1997] lr: 7.500e-03, eta: 1 day, 22:06:40, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.5721, top5_acc: 0.7943, loss_cls: 1.8462, loss: 1.8462, grad_norm: 5.1219 2020-10-01 18:01:09,276 - mmaction - INFO - Epoch [22][120/1997] lr: 7.500e-03, eta: 1 day, 22:06:22, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.5635, top5_acc: 0.7846, loss_cls: 1.8792, loss: 1.8792, grad_norm: 5.1430 2020-10-01 18:01:29,399 - mmaction - INFO - Epoch [22][140/1997] lr: 7.500e-03, eta: 1 day, 22:05:57, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.5484, top5_acc: 0.7823, loss_cls: 1.9192, loss: 1.9192, grad_norm: 5.2262 2020-10-01 18:01:50,910 - mmaction - INFO - Epoch [22][160/1997] lr: 7.500e-03, eta: 1 day, 22:05:38, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5898, top5_acc: 0.8023, loss_cls: 1.7848, loss: 1.7848, grad_norm: 5.0288 2020-10-01 18:02:11,526 - mmaction - INFO - Epoch [22][180/1997] lr: 7.500e-03, eta: 1 day, 22:05:15, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5643, top5_acc: 0.8016, loss_cls: 1.8006, loss: 1.8006, grad_norm: 5.0817 2020-10-01 18:02:32,112 - mmaction - INFO - Epoch [22][200/1997] lr: 7.500e-03, eta: 1 day, 22:04:53, time: 1.029, data_time: 0.003, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7888, loss_cls: 1.8661, loss: 1.8661, grad_norm: 5.1135 2020-10-01 18:02:53,681 - mmaction - INFO - Epoch [22][220/1997] lr: 7.500e-03, eta: 1 day, 22:04:33, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.5724, top5_acc: 0.7930, loss_cls: 1.8549, loss: 1.8549, grad_norm: 5.2160 2020-10-01 18:03:13,874 - mmaction - INFO - Epoch [22][240/1997] lr: 7.500e-03, eta: 1 day, 22:04:09, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.5659, top5_acc: 0.7977, loss_cls: 1.8351, loss: 1.8351, grad_norm: 5.2082 2020-10-01 18:03:35,982 - mmaction - INFO - Epoch [22][260/1997] lr: 7.500e-03, eta: 1 day, 22:03:52, time: 1.105, data_time: 0.003, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7956, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.2301 2020-10-01 18:03:56,835 - mmaction - INFO - Epoch [22][280/1997] lr: 7.500e-03, eta: 1 day, 22:03:30, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5773, top5_acc: 0.7990, loss_cls: 1.8468, loss: 1.8468, grad_norm: 5.2279 2020-10-01 18:04:17,984 - mmaction - INFO - Epoch [22][300/1997] lr: 7.500e-03, eta: 1 day, 22:03:09, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.8560, loss: 1.8560, grad_norm: 5.2031 2020-10-01 18:04:39,065 - mmaction - INFO - Epoch [22][320/1997] lr: 7.500e-03, eta: 1 day, 22:02:48, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5659, top5_acc: 0.8016, loss_cls: 1.8505, loss: 1.8505, grad_norm: 5.1567 2020-10-01 18:04:58,679 - mmaction - INFO - Epoch [22][340/1997] lr: 7.500e-03, eta: 1 day, 22:02:22, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.5555, top5_acc: 0.7937, loss_cls: 1.8620, loss: 1.8620, grad_norm: 5.2898 2020-10-01 18:05:20,433 - mmaction - INFO - Epoch [22][360/1997] lr: 7.500e-03, eta: 1 day, 22:02:04, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.5690, top5_acc: 0.7917, loss_cls: 1.8790, loss: 1.8790, grad_norm: 5.2533 2020-10-01 18:05:40,944 - mmaction - INFO - Epoch [22][380/1997] lr: 7.500e-03, eta: 1 day, 22:01:41, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.5628, top5_acc: 0.7958, loss_cls: 1.8572, loss: 1.8572, grad_norm: 5.2625 2020-10-01 18:06:01,391 - mmaction - INFO - Epoch [22][400/1997] lr: 7.500e-03, eta: 1 day, 22:01:17, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.5763, top5_acc: 0.7966, loss_cls: 1.8571, loss: 1.8571, grad_norm: 5.1383 2020-10-01 18:06:23,345 - mmaction - INFO - Epoch [22][420/1997] lr: 7.500e-03, eta: 1 day, 22:01:00, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.5628, top5_acc: 0.7932, loss_cls: 1.8773, loss: 1.8773, grad_norm: 5.2111 2020-10-01 18:06:43,638 - mmaction - INFO - Epoch [22][440/1997] lr: 7.500e-03, eta: 1 day, 22:00:36, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.5505, top5_acc: 0.7828, loss_cls: 1.9310, loss: 1.9310, grad_norm: 5.2363 2020-10-01 18:07:04,467 - mmaction - INFO - Epoch [22][460/1997] lr: 7.500e-03, eta: 1 day, 22:00:14, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7852, loss_cls: 1.8726, loss: 1.8726, grad_norm: 5.2296 2020-10-01 18:07:25,931 - mmaction - INFO - Epoch [22][480/1997] lr: 7.500e-03, eta: 1 day, 21:59:54, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.5638, top5_acc: 0.8008, loss_cls: 1.8573, loss: 1.8573, grad_norm: 5.2015 2020-10-01 18:07:47,192 - mmaction - INFO - Epoch [22][500/1997] lr: 7.500e-03, eta: 1 day, 21:59:34, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5466, top5_acc: 0.7815, loss_cls: 1.9129, loss: 1.9129, grad_norm: 5.3091 2020-10-01 18:08:07,324 - mmaction - INFO - Epoch [22][520/1997] lr: 7.500e-03, eta: 1 day, 21:59:09, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7927, loss_cls: 1.8905, loss: 1.8905, grad_norm: 5.1197 2020-10-01 18:08:29,490 - mmaction - INFO - Epoch [22][540/1997] lr: 7.500e-03, eta: 1 day, 21:58:52, time: 1.110, data_time: 0.003, memory: 8350, top1_acc: 0.5523, top5_acc: 0.7797, loss_cls: 1.9256, loss: 1.9256, grad_norm: 5.2658 2020-10-01 18:08:51,442 - mmaction - INFO - Epoch [22][560/1997] lr: 7.500e-03, eta: 1 day, 21:58:35, time: 1.097, data_time: 0.001, memory: 8350, top1_acc: 0.5719, top5_acc: 0.7951, loss_cls: 1.8409, loss: 1.8409, grad_norm: 5.1473 2020-10-01 18:09:11,545 - mmaction - INFO - Epoch [22][580/1997] lr: 7.500e-03, eta: 1 day, 21:58:10, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.5724, top5_acc: 0.7922, loss_cls: 1.8359, loss: 1.8359, grad_norm: 5.1429 2020-10-01 18:09:32,681 - mmaction - INFO - Epoch [22][600/1997] lr: 7.500e-03, eta: 1 day, 21:57:49, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5680, top5_acc: 0.7932, loss_cls: 1.8547, loss: 1.8547, grad_norm: 5.1383 2020-10-01 18:09:53,761 - mmaction - INFO - Epoch [22][620/1997] lr: 7.500e-03, eta: 1 day, 21:57:28, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7995, loss_cls: 1.8335, loss: 1.8335, grad_norm: 5.2979 2020-10-01 18:10:14,683 - mmaction - INFO - Epoch [22][640/1997] lr: 7.500e-03, eta: 1 day, 21:57:07, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.5669, top5_acc: 0.7956, loss_cls: 1.8527, loss: 1.8527, grad_norm: 5.1259 2020-10-01 18:10:35,675 - mmaction - INFO - Epoch [22][660/1997] lr: 7.500e-03, eta: 1 day, 21:56:45, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5703, top5_acc: 0.7964, loss_cls: 1.8304, loss: 1.8304, grad_norm: 5.1966 2020-10-01 18:10:57,070 - mmaction - INFO - Epoch [22][680/1997] lr: 7.500e-03, eta: 1 day, 21:56:26, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5628, top5_acc: 0.7948, loss_cls: 1.8506, loss: 1.8506, grad_norm: 5.1167 2020-10-01 18:11:17,558 - mmaction - INFO - Epoch [22][700/1997] lr: 7.500e-03, eta: 1 day, 21:56:03, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.8942, loss: 1.8942, grad_norm: 5.1521 2020-10-01 18:11:38,983 - mmaction - INFO - Epoch [22][720/1997] lr: 7.500e-03, eta: 1 day, 21:55:43, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5742, top5_acc: 0.7987, loss_cls: 1.8331, loss: 1.8331, grad_norm: 5.1667 2020-10-01 18:11:59,964 - mmaction - INFO - Epoch [22][740/1997] lr: 7.500e-03, eta: 1 day, 21:55:21, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7763, loss_cls: 1.9300, loss: 1.9300, grad_norm: 5.2676 2020-10-01 18:12:21,223 - mmaction - INFO - Epoch [22][760/1997] lr: 7.500e-03, eta: 1 day, 21:55:01, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5599, top5_acc: 0.7799, loss_cls: 1.9014, loss: 1.9014, grad_norm: 5.2171 2020-10-01 18:12:42,356 - mmaction - INFO - Epoch [22][780/1997] lr: 7.500e-03, eta: 1 day, 21:54:40, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5701, top5_acc: 0.7924, loss_cls: 1.8655, loss: 1.8655, grad_norm: 5.2252 2020-10-01 18:13:03,891 - mmaction - INFO - Epoch [22][800/1997] lr: 7.500e-03, eta: 1 day, 21:54:21, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.5583, top5_acc: 0.7870, loss_cls: 1.9058, loss: 1.9058, grad_norm: 5.1374 2020-10-01 18:13:25,666 - mmaction - INFO - Epoch [22][820/1997] lr: 7.500e-03, eta: 1 day, 21:54:03, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.5753, top5_acc: 0.7987, loss_cls: 1.8421, loss: 1.8421, grad_norm: 5.2155 2020-10-01 18:13:45,754 - mmaction - INFO - Epoch [22][840/1997] lr: 7.500e-03, eta: 1 day, 21:53:38, time: 1.004, data_time: 0.034, memory: 8350, top1_acc: 0.5672, top5_acc: 0.8042, loss_cls: 1.8444, loss: 1.8444, grad_norm: 5.1561 2020-10-01 18:14:06,172 - mmaction - INFO - Epoch [22][860/1997] lr: 7.500e-03, eta: 1 day, 21:53:15, time: 1.021, data_time: 0.061, memory: 8350, top1_acc: 0.5563, top5_acc: 0.7841, loss_cls: 1.8940, loss: 1.8940, grad_norm: 5.2862 2020-10-01 18:14:26,826 - mmaction - INFO - Epoch [22][880/1997] lr: 7.500e-03, eta: 1 day, 21:52:52, time: 1.033, data_time: 0.024, memory: 8350, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8972, loss: 1.8972, grad_norm: 5.2621 2020-10-01 18:14:48,475 - mmaction - INFO - Epoch [22][900/1997] lr: 7.500e-03, eta: 1 day, 21:52:33, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5727, top5_acc: 0.8000, loss_cls: 1.8286, loss: 1.8286, grad_norm: 5.1714 2020-10-01 18:15:10,393 - mmaction - INFO - Epoch [22][920/1997] lr: 7.500e-03, eta: 1 day, 21:52:15, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.5531, top5_acc: 0.7964, loss_cls: 1.9094, loss: 1.9094, grad_norm: 5.2202 2020-10-01 18:15:30,642 - mmaction - INFO - Epoch [22][940/1997] lr: 7.500e-03, eta: 1 day, 21:51:51, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5542, top5_acc: 0.7898, loss_cls: 1.8962, loss: 1.8962, grad_norm: 5.2534 2020-10-01 18:15:52,795 - mmaction - INFO - Epoch [22][960/1997] lr: 7.500e-03, eta: 1 day, 21:51:34, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.5758, top5_acc: 0.7878, loss_cls: 1.8371, loss: 1.8371, grad_norm: 5.1389 2020-10-01 18:16:14,993 - mmaction - INFO - Epoch [22][980/1997] lr: 7.500e-03, eta: 1 day, 21:51:17, time: 1.111, data_time: 0.003, memory: 8350, top1_acc: 0.5721, top5_acc: 0.7987, loss_cls: 1.8489, loss: 1.8489, grad_norm: 5.2055 2020-10-01 18:16:34,304 - mmaction - INFO - Epoch [22][1000/1997] lr: 7.500e-03, eta: 1 day, 21:50:50, time: 0.965, data_time: 0.002, memory: 8350, top1_acc: 0.5750, top5_acc: 0.8026, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.1924 2020-10-01 18:16:55,927 - mmaction - INFO - Epoch [22][1020/1997] lr: 7.500e-03, eta: 1 day, 21:50:31, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5620, top5_acc: 0.7919, loss_cls: 1.8495, loss: 1.8495, grad_norm: 5.2700 2020-10-01 18:17:18,722 - mmaction - INFO - Epoch [22][1040/1997] lr: 7.500e-03, eta: 1 day, 21:50:16, time: 1.139, data_time: 0.001, memory: 8350, top1_acc: 0.5622, top5_acc: 0.7919, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.2400 2020-10-01 18:17:38,921 - mmaction - INFO - Epoch [22][1060/1997] lr: 7.500e-03, eta: 1 day, 21:49:52, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7951, loss_cls: 1.8590, loss: 1.8590, grad_norm: 5.1871 2020-10-01 18:17:58,657 - mmaction - INFO - Epoch [22][1080/1997] lr: 7.500e-03, eta: 1 day, 21:49:26, time: 0.987, data_time: 0.019, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7924, loss_cls: 1.8835, loss: 1.8835, grad_norm: 5.2053 2020-10-01 18:18:19,645 - mmaction - INFO - Epoch [22][1100/1997] lr: 7.500e-03, eta: 1 day, 21:49:05, time: 1.048, data_time: 0.193, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7839, loss_cls: 1.9204, loss: 1.9204, grad_norm: 5.2100 2020-10-01 18:18:40,641 - mmaction - INFO - Epoch [22][1120/1997] lr: 7.500e-03, eta: 1 day, 21:48:43, time: 1.050, data_time: 0.079, memory: 8350, top1_acc: 0.5664, top5_acc: 0.7924, loss_cls: 1.8558, loss: 1.8558, grad_norm: 5.1829 2020-10-01 18:19:02,381 - mmaction - INFO - Epoch [22][1140/1997] lr: 7.500e-03, eta: 1 day, 21:48:25, time: 1.088, data_time: 0.006, memory: 8350, top1_acc: 0.5753, top5_acc: 0.7958, loss_cls: 1.8536, loss: 1.8536, grad_norm: 5.1688 2020-10-01 18:19:22,411 - mmaction - INFO - Epoch [22][1160/1997] lr: 7.500e-03, eta: 1 day, 21:48:00, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5573, top5_acc: 0.7891, loss_cls: 1.8856, loss: 1.8856, grad_norm: 5.3912 2020-10-01 18:19:43,006 - mmaction - INFO - Epoch [22][1180/1997] lr: 7.500e-03, eta: 1 day, 21:47:37, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5568, top5_acc: 0.7852, loss_cls: 1.9322, loss: 1.9322, grad_norm: 5.1590 2020-10-01 18:20:05,756 - mmaction - INFO - Epoch [22][1200/1997] lr: 7.500e-03, eta: 1 day, 21:47:22, time: 1.137, data_time: 0.001, memory: 8350, top1_acc: 0.5685, top5_acc: 0.7883, loss_cls: 1.8904, loss: 1.8904, grad_norm: 5.1174 2020-10-01 18:20:25,806 - mmaction - INFO - Epoch [22][1220/1997] lr: 7.500e-03, eta: 1 day, 21:46:58, time: 1.003, data_time: 0.003, memory: 8350, top1_acc: 0.5766, top5_acc: 0.8005, loss_cls: 1.8037, loss: 1.8037, grad_norm: 5.0597 2020-10-01 18:20:46,902 - mmaction - INFO - Epoch [22][1240/1997] lr: 7.500e-03, eta: 1 day, 21:46:37, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5596, top5_acc: 0.7924, loss_cls: 1.8718, loss: 1.8718, grad_norm: 5.1828 2020-10-01 18:21:07,508 - mmaction - INFO - Epoch [22][1260/1997] lr: 7.500e-03, eta: 1 day, 21:46:14, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5615, top5_acc: 0.7859, loss_cls: 1.8913, loss: 1.8913, grad_norm: 5.2913 2020-10-01 18:21:27,838 - mmaction - INFO - Epoch [22][1280/1997] lr: 7.500e-03, eta: 1 day, 21:45:50, time: 1.016, data_time: 0.112, memory: 8350, top1_acc: 0.5562, top5_acc: 0.7836, loss_cls: 1.8867, loss: 1.8867, grad_norm: 5.2904 2020-10-01 18:21:50,219 - mmaction - INFO - Epoch [22][1300/1997] lr: 7.500e-03, eta: 1 day, 21:45:34, time: 1.118, data_time: 0.040, memory: 8350, top1_acc: 0.5690, top5_acc: 0.7932, loss_cls: 1.8364, loss: 1.8364, grad_norm: 5.2317 2020-10-01 18:22:10,319 - mmaction - INFO - Epoch [22][1320/1997] lr: 7.500e-03, eta: 1 day, 21:45:10, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.5630, top5_acc: 0.7823, loss_cls: 1.8932, loss: 1.8932, grad_norm: 5.1725 2020-10-01 18:22:31,437 - mmaction - INFO - Epoch [22][1340/1997] lr: 7.500e-03, eta: 1 day, 21:44:49, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5833, top5_acc: 0.7951, loss_cls: 1.8288, loss: 1.8288, grad_norm: 5.0993 2020-10-01 18:22:53,967 - mmaction - INFO - Epoch [22][1360/1997] lr: 7.500e-03, eta: 1 day, 21:44:33, time: 1.127, data_time: 0.002, memory: 8350, top1_acc: 0.5630, top5_acc: 0.7911, loss_cls: 1.8701, loss: 1.8701, grad_norm: 5.2589 2020-10-01 18:23:13,761 - mmaction - INFO - Epoch [22][1380/1997] lr: 7.500e-03, eta: 1 day, 21:44:07, time: 0.989, data_time: 0.001, memory: 8350, top1_acc: 0.5771, top5_acc: 0.7951, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.0905 2020-10-01 18:23:35,165 - mmaction - INFO - Epoch [22][1400/1997] lr: 7.500e-03, eta: 1 day, 21:43:48, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7857, loss_cls: 1.8833, loss: 1.8833, grad_norm: 5.1144 2020-10-01 18:23:56,698 - mmaction - INFO - Epoch [22][1420/1997] lr: 7.500e-03, eta: 1 day, 21:43:28, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5711, top5_acc: 0.7966, loss_cls: 1.8494, loss: 1.8494, grad_norm: 5.1800 2020-10-01 18:24:17,196 - mmaction - INFO - Epoch [22][1440/1997] lr: 7.500e-03, eta: 1 day, 21:43:05, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5659, top5_acc: 0.7828, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.2222 2020-10-01 18:24:38,364 - mmaction - INFO - Epoch [22][1460/1997] lr: 7.500e-03, eta: 1 day, 21:42:45, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.5779, top5_acc: 0.7995, loss_cls: 1.8277, loss: 1.8277, grad_norm: 5.1789 2020-10-01 18:25:00,177 - mmaction - INFO - Epoch [22][1480/1997] lr: 7.500e-03, eta: 1 day, 21:42:26, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.5518, top5_acc: 0.7773, loss_cls: 1.9414, loss: 1.9414, grad_norm: 5.3089 2020-10-01 18:25:20,653 - mmaction - INFO - Epoch [22][1500/1997] lr: 7.500e-03, eta: 1 day, 21:42:03, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.5555, top5_acc: 0.7951, loss_cls: 1.8556, loss: 1.8556, grad_norm: 5.1799 2020-10-01 18:25:42,267 - mmaction - INFO - Epoch [22][1520/1997] lr: 7.500e-03, eta: 1 day, 21:41:44, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5586, top5_acc: 0.7794, loss_cls: 1.9382, loss: 1.9382, grad_norm: 5.2798 2020-10-01 18:26:03,882 - mmaction - INFO - Epoch [22][1540/1997] lr: 7.500e-03, eta: 1 day, 21:41:25, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7849, loss_cls: 1.9044, loss: 1.9044, grad_norm: 5.2480 2020-10-01 18:26:23,880 - mmaction - INFO - Epoch [22][1560/1997] lr: 7.500e-03, eta: 1 day, 21:41:00, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.5568, top5_acc: 0.7893, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.2488 2020-10-01 18:26:43,712 - mmaction - INFO - Epoch [22][1580/1997] lr: 7.500e-03, eta: 1 day, 21:40:35, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7857, loss_cls: 1.9064, loss: 1.9064, grad_norm: 5.2623 2020-10-01 18:27:04,376 - mmaction - INFO - Epoch [22][1600/1997] lr: 7.500e-03, eta: 1 day, 21:40:12, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5607, top5_acc: 0.7854, loss_cls: 1.8978, loss: 1.8978, grad_norm: 5.2643 2020-10-01 18:27:25,832 - mmaction - INFO - Epoch [22][1620/1997] lr: 7.500e-03, eta: 1 day, 21:39:53, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5745, top5_acc: 0.7995, loss_cls: 1.8346, loss: 1.8346, grad_norm: 5.1894 2020-10-01 18:27:47,428 - mmaction - INFO - Epoch [22][1640/1997] lr: 7.500e-03, eta: 1 day, 21:39:33, time: 1.081, data_time: 0.003, memory: 8350, top1_acc: 0.5542, top5_acc: 0.7760, loss_cls: 2.0005, loss: 2.0005, grad_norm: 5.2608 2020-10-01 18:28:08,828 - mmaction - INFO - Epoch [22][1660/1997] lr: 7.500e-03, eta: 1 day, 21:39:14, time: 1.071, data_time: 0.018, memory: 8350, top1_acc: 0.5641, top5_acc: 0.7958, loss_cls: 1.8841, loss: 1.8841, grad_norm: 5.2990 2020-10-01 18:28:30,500 - mmaction - INFO - Epoch [22][1680/1997] lr: 7.500e-03, eta: 1 day, 21:38:55, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7927, loss_cls: 1.8467, loss: 1.8467, grad_norm: 5.1711 2020-10-01 18:28:52,025 - mmaction - INFO - Epoch [22][1700/1997] lr: 7.500e-03, eta: 1 day, 21:38:35, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.5547, top5_acc: 0.7841, loss_cls: 1.9204, loss: 1.9204, grad_norm: 5.2983 2020-10-01 18:29:13,059 - mmaction - INFO - Epoch [22][1720/1997] lr: 7.500e-03, eta: 1 day, 21:38:14, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7914, loss_cls: 1.8805, loss: 1.8805, grad_norm: 5.2440 2020-10-01 18:29:35,190 - mmaction - INFO - Epoch [22][1740/1997] lr: 7.500e-03, eta: 1 day, 21:37:57, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.5607, top5_acc: 0.7878, loss_cls: 1.9023, loss: 1.9023, grad_norm: 5.1609 2020-10-01 18:29:54,608 - mmaction - INFO - Epoch [22][1760/1997] lr: 7.500e-03, eta: 1 day, 21:37:30, time: 0.971, data_time: 0.001, memory: 8350, top1_acc: 0.5586, top5_acc: 0.7768, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.2511 2020-10-01 18:30:15,854 - mmaction - INFO - Epoch [22][1780/1997] lr: 7.500e-03, eta: 1 day, 21:37:10, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5773, top5_acc: 0.7966, loss_cls: 1.8601, loss: 1.8601, grad_norm: 5.1502 2020-10-01 18:30:36,227 - mmaction - INFO - Epoch [22][1800/1997] lr: 7.500e-03, eta: 1 day, 21:36:46, time: 1.018, data_time: 0.158, memory: 8350, top1_acc: 0.5542, top5_acc: 0.7888, loss_cls: 1.8938, loss: 1.8938, grad_norm: 5.2536 2020-10-01 18:30:57,632 - mmaction - INFO - Epoch [22][1820/1997] lr: 7.500e-03, eta: 1 day, 21:36:26, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5565, top5_acc: 0.7828, loss_cls: 1.9176, loss: 1.9176, grad_norm: 5.1860 2020-10-01 18:31:17,673 - mmaction - INFO - Epoch [22][1840/1997] lr: 7.500e-03, eta: 1 day, 21:36:02, time: 1.003, data_time: 0.035, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8052, loss_cls: 1.8166, loss: 1.8166, grad_norm: 5.0961 2020-10-01 18:31:40,020 - mmaction - INFO - Epoch [22][1860/1997] lr: 7.500e-03, eta: 1 day, 21:35:45, time: 1.117, data_time: 0.010, memory: 8350, top1_acc: 0.5552, top5_acc: 0.7794, loss_cls: 1.9397, loss: 1.9397, grad_norm: 5.3059 2020-10-01 18:32:00,733 - mmaction - INFO - Epoch [22][1880/1997] lr: 7.500e-03, eta: 1 day, 21:35:23, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7857, loss_cls: 1.8813, loss: 1.8813, grad_norm: 5.2072 2020-10-01 18:32:22,086 - mmaction - INFO - Epoch [22][1900/1997] lr: 7.500e-03, eta: 1 day, 21:35:03, time: 1.067, data_time: 0.015, memory: 8350, top1_acc: 0.5458, top5_acc: 0.7935, loss_cls: 1.9039, loss: 1.9039, grad_norm: 5.2839 2020-10-01 18:32:43,370 - mmaction - INFO - Epoch [22][1920/1997] lr: 7.500e-03, eta: 1 day, 21:34:43, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5612, top5_acc: 0.7854, loss_cls: 1.8772, loss: 1.8772, grad_norm: 5.1922 2020-10-01 18:33:02,913 - mmaction - INFO - Epoch [22][1940/1997] lr: 7.500e-03, eta: 1 day, 21:34:16, time: 0.978, data_time: 0.009, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7956, loss_cls: 1.8491, loss: 1.8491, grad_norm: 5.2035 2020-10-01 18:33:23,873 - mmaction - INFO - Epoch [22][1960/1997] lr: 7.500e-03, eta: 1 day, 21:33:55, time: 1.047, data_time: 0.034, memory: 8350, top1_acc: 0.5641, top5_acc: 0.7831, loss_cls: 1.8979, loss: 1.8979, grad_norm: 5.1605 2020-10-01 18:33:44,719 - mmaction - INFO - Epoch [22][1980/1997] lr: 7.500e-03, eta: 1 day, 21:33:33, time: 1.043, data_time: 0.309, memory: 8350, top1_acc: 0.5594, top5_acc: 0.7807, loss_cls: 1.9055, loss: 1.9055, grad_norm: 5.2426 2020-10-01 18:34:03,626 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-10-01 18:34:50,303 - mmaction - INFO - Epoch [23][20/1997] lr: 7.500e-03, eta: 1 day, 21:33:16, time: 2.260, data_time: 1.573, memory: 8350, top1_acc: 0.5690, top5_acc: 0.7922, loss_cls: 1.8709, loss: 1.8709, grad_norm: 5.2231 2020-10-01 18:35:11,559 - mmaction - INFO - Epoch [23][40/1997] lr: 7.500e-03, eta: 1 day, 21:32:56, time: 1.062, data_time: 0.249, memory: 8350, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.8157, loss: 1.8157, grad_norm: 5.1193 2020-10-01 18:35:31,209 - mmaction - INFO - Epoch [23][60/1997] lr: 7.500e-03, eta: 1 day, 21:32:30, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7919, loss_cls: 1.8645, loss: 1.8645, grad_norm: 5.2322 2020-10-01 18:35:54,690 - mmaction - INFO - Epoch [23][80/1997] lr: 7.500e-03, eta: 1 day, 21:32:17, time: 1.175, data_time: 0.002, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7872, loss_cls: 1.8642, loss: 1.8642, grad_norm: 5.2327 2020-10-01 18:36:15,214 - mmaction - INFO - Epoch [23][100/1997] lr: 7.500e-03, eta: 1 day, 21:31:54, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5737, top5_acc: 0.7995, loss_cls: 1.8093, loss: 1.8093, grad_norm: 5.1810 2020-10-01 18:36:36,102 - mmaction - INFO - Epoch [23][120/1997] lr: 7.500e-03, eta: 1 day, 21:31:33, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5867, top5_acc: 0.7974, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.2062 2020-10-01 18:36:56,604 - mmaction - INFO - Epoch [23][140/1997] lr: 7.500e-03, eta: 1 day, 21:31:10, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7951, loss_cls: 1.8427, loss: 1.8427, grad_norm: 5.2193 2020-10-01 18:37:17,631 - mmaction - INFO - Epoch [23][160/1997] lr: 7.500e-03, eta: 1 day, 21:30:48, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7930, loss_cls: 1.8842, loss: 1.8842, grad_norm: 5.3044 2020-10-01 18:37:38,688 - mmaction - INFO - Epoch [23][180/1997] lr: 7.500e-03, eta: 1 day, 21:30:27, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7901, loss_cls: 1.8644, loss: 1.8644, grad_norm: 5.1814 2020-10-01 18:37:59,380 - mmaction - INFO - Epoch [23][200/1997] lr: 7.500e-03, eta: 1 day, 21:30:05, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5727, top5_acc: 0.7979, loss_cls: 1.8303, loss: 1.8303, grad_norm: 5.2334 2020-10-01 18:38:21,511 - mmaction - INFO - Epoch [23][220/1997] lr: 7.500e-03, eta: 1 day, 21:29:48, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.5750, top5_acc: 0.7982, loss_cls: 1.8025, loss: 1.8025, grad_norm: 5.1641 2020-10-01 18:38:41,601 - mmaction - INFO - Epoch [23][240/1997] lr: 7.500e-03, eta: 1 day, 21:29:23, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8005, loss_cls: 1.8492, loss: 1.8492, grad_norm: 5.2792 2020-10-01 18:39:01,896 - mmaction - INFO - Epoch [23][260/1997] lr: 7.500e-03, eta: 1 day, 21:28:59, time: 1.013, data_time: 0.003, memory: 8350, top1_acc: 0.5737, top5_acc: 0.7924, loss_cls: 1.8508, loss: 1.8508, grad_norm: 5.2196 2020-10-01 18:39:24,269 - mmaction - INFO - Epoch [23][280/1997] lr: 7.500e-03, eta: 1 day, 21:28:43, time: 1.120, data_time: 0.003, memory: 8350, top1_acc: 0.5635, top5_acc: 0.7901, loss_cls: 1.8649, loss: 1.8649, grad_norm: 5.0621 2020-10-01 18:39:45,395 - mmaction - INFO - Epoch [23][300/1997] lr: 7.500e-03, eta: 1 day, 21:28:22, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5706, top5_acc: 0.8042, loss_cls: 1.8356, loss: 1.8356, grad_norm: 5.0281 2020-10-01 18:40:05,419 - mmaction - INFO - Epoch [23][320/1997] lr: 7.500e-03, eta: 1 day, 21:27:58, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.5773, top5_acc: 0.7982, loss_cls: 1.8289, loss: 1.8289, grad_norm: 5.1804 2020-10-01 18:40:26,410 - mmaction - INFO - Epoch [23][340/1997] lr: 7.500e-03, eta: 1 day, 21:27:36, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.5729, top5_acc: 0.8016, loss_cls: 1.8270, loss: 1.8270, grad_norm: 5.2783 2020-10-01 18:40:48,175 - mmaction - INFO - Epoch [23][360/1997] lr: 7.500e-03, eta: 1 day, 21:27:18, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.5672, top5_acc: 0.8026, loss_cls: 1.8035, loss: 1.8035, grad_norm: 5.2187 2020-10-01 18:41:07,961 - mmaction - INFO - Epoch [23][380/1997] lr: 7.500e-03, eta: 1 day, 21:26:52, time: 0.989, data_time: 0.251, memory: 8350, top1_acc: 0.5648, top5_acc: 0.8128, loss_cls: 1.8028, loss: 1.8028, grad_norm: 5.1638 2020-10-01 18:41:29,998 - mmaction - INFO - Epoch [23][400/1997] lr: 7.500e-03, eta: 1 day, 21:26:34, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.5742, top5_acc: 0.8010, loss_cls: 1.8352, loss: 1.8352, grad_norm: 5.2095 2020-10-01 18:41:50,806 - mmaction - INFO - Epoch [23][420/1997] lr: 7.500e-03, eta: 1 day, 21:26:13, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5635, top5_acc: 0.7893, loss_cls: 1.9041, loss: 1.9041, grad_norm: 5.2962 2020-10-01 18:42:10,881 - mmaction - INFO - Epoch [23][440/1997] lr: 7.500e-03, eta: 1 day, 21:25:48, time: 1.004, data_time: 0.001, memory: 8350, top1_acc: 0.5680, top5_acc: 0.7924, loss_cls: 1.8709, loss: 1.8709, grad_norm: 5.2849 2020-10-01 18:42:31,803 - mmaction - INFO - Epoch [23][460/1997] lr: 7.500e-03, eta: 1 day, 21:25:26, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5664, top5_acc: 0.7969, loss_cls: 1.8697, loss: 1.8697, grad_norm: 5.2249 2020-10-01 18:42:53,220 - mmaction - INFO - Epoch [23][480/1997] lr: 7.500e-03, eta: 1 day, 21:25:07, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5695, top5_acc: 0.7948, loss_cls: 1.8842, loss: 1.8842, grad_norm: 5.2197 2020-10-01 18:43:14,233 - mmaction - INFO - Epoch [23][500/1997] lr: 7.500e-03, eta: 1 day, 21:24:45, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5706, top5_acc: 0.7930, loss_cls: 1.8430, loss: 1.8430, grad_norm: 5.1709 2020-10-01 18:43:35,370 - mmaction - INFO - Epoch [23][520/1997] lr: 7.500e-03, eta: 1 day, 21:24:25, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5568, top5_acc: 0.7878, loss_cls: 1.8766, loss: 1.8766, grad_norm: 5.2166 2020-10-01 18:43:56,581 - mmaction - INFO - Epoch [23][540/1997] lr: 7.500e-03, eta: 1 day, 21:24:04, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.5607, top5_acc: 0.7953, loss_cls: 1.8567, loss: 1.8567, grad_norm: 5.2267 2020-10-01 18:44:16,386 - mmaction - INFO - Epoch [23][560/1997] lr: 7.500e-03, eta: 1 day, 21:23:39, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.5583, top5_acc: 0.8039, loss_cls: 1.8438, loss: 1.8438, grad_norm: 5.2559 2020-10-01 18:44:37,745 - mmaction - INFO - Epoch [23][580/1997] lr: 7.500e-03, eta: 1 day, 21:23:19, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5690, top5_acc: 0.7859, loss_cls: 1.9044, loss: 1.9044, grad_norm: 5.2689 2020-10-01 18:44:58,744 - mmaction - INFO - Epoch [23][600/1997] lr: 7.500e-03, eta: 1 day, 21:22:57, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.5724, top5_acc: 0.8023, loss_cls: 1.8220, loss: 1.8220, grad_norm: 5.1616 2020-10-01 18:45:20,615 - mmaction - INFO - Epoch [23][620/1997] lr: 7.500e-03, eta: 1 day, 21:22:39, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.1866 2020-10-01 18:45:41,970 - mmaction - INFO - Epoch [23][640/1997] lr: 7.500e-03, eta: 1 day, 21:22:19, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5625, top5_acc: 0.7919, loss_cls: 1.8720, loss: 1.8720, grad_norm: 5.3100 2020-10-01 18:46:02,757 - mmaction - INFO - Epoch [23][660/1997] lr: 7.500e-03, eta: 1 day, 21:21:57, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.5745, top5_acc: 0.7979, loss_cls: 1.8163, loss: 1.8163, grad_norm: 5.2178 2020-10-01 18:46:25,015 - mmaction - INFO - Epoch [23][680/1997] lr: 7.500e-03, eta: 1 day, 21:21:40, time: 1.115, data_time: 0.004, memory: 8350, top1_acc: 0.5674, top5_acc: 0.8016, loss_cls: 1.8335, loss: 1.8335, grad_norm: 5.1595 2020-10-01 18:46:43,804 - mmaction - INFO - Epoch [23][700/1997] lr: 7.500e-03, eta: 1 day, 21:21:11, time: 0.940, data_time: 0.002, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7919, loss_cls: 1.8688, loss: 1.8688, grad_norm: 5.1922 2020-10-01 18:47:04,924 - mmaction - INFO - Epoch [23][720/1997] lr: 7.500e-03, eta: 1 day, 21:20:51, time: 1.056, data_time: 0.216, memory: 8350, top1_acc: 0.5698, top5_acc: 0.7948, loss_cls: 1.8465, loss: 1.8465, grad_norm: 5.1829 2020-10-01 18:47:26,414 - mmaction - INFO - Epoch [23][740/1997] lr: 7.500e-03, eta: 1 day, 21:20:31, time: 1.074, data_time: 0.020, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7958, loss_cls: 1.8311, loss: 1.8311, grad_norm: 5.2086 2020-10-01 18:47:47,555 - mmaction - INFO - Epoch [23][760/1997] lr: 7.500e-03, eta: 1 day, 21:20:10, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.8031, loss_cls: 1.7968, loss: 1.7968, grad_norm: 5.2443 2020-10-01 18:48:09,054 - mmaction - INFO - Epoch [23][780/1997] lr: 7.500e-03, eta: 1 day, 21:19:51, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5771, top5_acc: 0.8068, loss_cls: 1.7855, loss: 1.7855, grad_norm: 5.1773 2020-10-01 18:48:29,884 - mmaction - INFO - Epoch [23][800/1997] lr: 7.500e-03, eta: 1 day, 21:19:29, time: 1.042, data_time: 0.003, memory: 8350, top1_acc: 0.5763, top5_acc: 0.7945, loss_cls: 1.8443, loss: 1.8443, grad_norm: 5.1457 2020-10-01 18:48:51,380 - mmaction - INFO - Epoch [23][820/1997] lr: 7.500e-03, eta: 1 day, 21:19:09, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.5810, top5_acc: 0.7945, loss_cls: 1.8348, loss: 1.8348, grad_norm: 5.1751 2020-10-01 18:49:11,051 - mmaction - INFO - Epoch [23][840/1997] lr: 7.500e-03, eta: 1 day, 21:18:43, time: 0.983, data_time: 0.001, memory: 8350, top1_acc: 0.5607, top5_acc: 0.7836, loss_cls: 1.8991, loss: 1.8991, grad_norm: 5.2828 2020-10-01 18:49:32,110 - mmaction - INFO - Epoch [23][860/1997] lr: 7.500e-03, eta: 1 day, 21:18:22, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5721, top5_acc: 0.7938, loss_cls: 1.8629, loss: 1.8629, grad_norm: 5.2353 2020-10-01 18:49:53,559 - mmaction - INFO - Epoch [23][880/1997] lr: 7.500e-03, eta: 1 day, 21:18:03, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.8811, loss: 1.8811, grad_norm: 5.2268 2020-10-01 18:50:14,090 - mmaction - INFO - Epoch [23][900/1997] lr: 7.500e-03, eta: 1 day, 21:17:40, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5706, top5_acc: 0.7922, loss_cls: 1.8437, loss: 1.8437, grad_norm: 5.2171 2020-10-01 18:50:35,049 - mmaction - INFO - Epoch [23][920/1997] lr: 7.500e-03, eta: 1 day, 21:17:18, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5563, top5_acc: 0.7878, loss_cls: 1.8612, loss: 1.8612, grad_norm: 5.1749 2020-10-01 18:50:56,031 - mmaction - INFO - Epoch [23][940/1997] lr: 7.500e-03, eta: 1 day, 21:16:57, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.5570, top5_acc: 0.7784, loss_cls: 1.9428, loss: 1.9428, grad_norm: 5.3373 2020-10-01 18:51:17,203 - mmaction - INFO - Epoch [23][960/1997] lr: 7.500e-03, eta: 1 day, 21:16:36, time: 1.059, data_time: 0.028, memory: 8350, top1_acc: 0.5797, top5_acc: 0.7997, loss_cls: 1.8295, loss: 1.8295, grad_norm: 5.0149 2020-10-01 18:51:38,175 - mmaction - INFO - Epoch [23][980/1997] lr: 7.500e-03, eta: 1 day, 21:16:15, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5729, top5_acc: 0.8039, loss_cls: 1.8012, loss: 1.8012, grad_norm: 5.0750 2020-10-01 18:51:58,606 - mmaction - INFO - Epoch [23][1000/1997] lr: 7.500e-03, eta: 1 day, 21:15:52, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7992, loss_cls: 1.8901, loss: 1.8901, grad_norm: 5.2294 2020-10-01 18:52:19,479 - mmaction - INFO - Epoch [23][1020/1997] lr: 7.500e-03, eta: 1 day, 21:15:30, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5779, top5_acc: 0.7906, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.2009 2020-10-01 18:52:41,104 - mmaction - INFO - Epoch [23][1040/1997] lr: 7.500e-03, eta: 1 day, 21:15:11, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5576, top5_acc: 0.7815, loss_cls: 1.8817, loss: 1.8817, grad_norm: 5.2456 2020-10-01 18:53:02,263 - mmaction - INFO - Epoch [23][1060/1997] lr: 7.500e-03, eta: 1 day, 21:14:50, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5690, top5_acc: 0.7898, loss_cls: 1.8660, loss: 1.8660, grad_norm: 5.1962 2020-10-01 18:53:23,396 - mmaction - INFO - Epoch [23][1080/1997] lr: 7.500e-03, eta: 1 day, 21:14:29, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5680, top5_acc: 0.7891, loss_cls: 1.8532, loss: 1.8532, grad_norm: 5.1335 2020-10-01 18:53:44,641 - mmaction - INFO - Epoch [23][1100/1997] lr: 7.500e-03, eta: 1 day, 21:14:09, time: 1.063, data_time: 0.004, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7971, loss_cls: 1.8876, loss: 1.8876, grad_norm: 5.2863 2020-10-01 18:54:05,184 - mmaction - INFO - Epoch [23][1120/1997] lr: 7.500e-03, eta: 1 day, 21:13:46, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.5794, top5_acc: 0.7935, loss_cls: 1.8221, loss: 1.8221, grad_norm: 5.2093 2020-10-01 18:54:26,961 - mmaction - INFO - Epoch [23][1140/1997] lr: 7.500e-03, eta: 1 day, 21:13:28, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8036, loss_cls: 1.7973, loss: 1.7973, grad_norm: 5.1519 2020-10-01 18:54:47,267 - mmaction - INFO - Epoch [23][1160/1997] lr: 7.500e-03, eta: 1 day, 21:13:04, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.5758, top5_acc: 0.7964, loss_cls: 1.8222, loss: 1.8222, grad_norm: 5.1338 2020-10-01 18:55:07,481 - mmaction - INFO - Epoch [23][1180/1997] lr: 7.500e-03, eta: 1 day, 21:12:40, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5661, top5_acc: 0.8049, loss_cls: 1.8474, loss: 1.8474, grad_norm: 5.2931 2020-10-01 18:55:28,777 - mmaction - INFO - Epoch [23][1200/1997] lr: 7.500e-03, eta: 1 day, 21:12:20, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5563, top5_acc: 0.7878, loss_cls: 1.9039, loss: 1.9039, grad_norm: 5.2495 2020-10-01 18:55:49,707 - mmaction - INFO - Epoch [23][1220/1997] lr: 7.500e-03, eta: 1 day, 21:11:58, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.5492, top5_acc: 0.7810, loss_cls: 1.9380, loss: 1.9380, grad_norm: 5.3056 2020-10-01 18:56:11,252 - mmaction - INFO - Epoch [23][1240/1997] lr: 7.500e-03, eta: 1 day, 21:11:39, time: 1.077, data_time: 0.042, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7896, loss_cls: 1.8746, loss: 1.8746, grad_norm: 5.2673 2020-10-01 18:56:31,718 - mmaction - INFO - Epoch [23][1260/1997] lr: 7.500e-03, eta: 1 day, 21:11:16, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.5633, top5_acc: 0.7862, loss_cls: 1.8857, loss: 1.8857, grad_norm: 5.2664 2020-10-01 18:56:53,966 - mmaction - INFO - Epoch [23][1280/1997] lr: 7.500e-03, eta: 1 day, 21:10:59, time: 1.112, data_time: 0.003, memory: 8350, top1_acc: 0.5633, top5_acc: 0.7898, loss_cls: 1.8681, loss: 1.8681, grad_norm: 5.1884 2020-10-01 18:57:14,754 - mmaction - INFO - Epoch [23][1300/1997] lr: 7.500e-03, eta: 1 day, 21:10:37, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7891, loss_cls: 1.8823, loss: 1.8823, grad_norm: 5.2378 2020-10-01 18:57:35,212 - mmaction - INFO - Epoch [23][1320/1997] lr: 7.500e-03, eta: 1 day, 21:10:14, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5763, top5_acc: 0.8036, loss_cls: 1.7944, loss: 1.7944, grad_norm: 5.2214 2020-10-01 18:57:56,020 - mmaction - INFO - Epoch [23][1340/1997] lr: 7.500e-03, eta: 1 day, 21:09:52, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5633, top5_acc: 0.7904, loss_cls: 1.8656, loss: 1.8656, grad_norm: 5.2257 2020-10-01 18:58:17,421 - mmaction - INFO - Epoch [23][1360/1997] lr: 7.500e-03, eta: 1 day, 21:09:32, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.5755, top5_acc: 0.7974, loss_cls: 1.8008, loss: 1.8008, grad_norm: 5.0088 2020-10-01 18:58:37,458 - mmaction - INFO - Epoch [23][1380/1997] lr: 7.500e-03, eta: 1 day, 21:09:07, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8772, loss: 1.8772, grad_norm: 5.2296 2020-10-01 18:58:59,701 - mmaction - INFO - Epoch [23][1400/1997] lr: 7.500e-03, eta: 1 day, 21:08:50, time: 1.113, data_time: 0.002, memory: 8350, top1_acc: 0.5724, top5_acc: 0.7969, loss_cls: 1.8446, loss: 1.8446, grad_norm: 5.2381 2020-10-01 18:59:20,355 - mmaction - INFO - Epoch [23][1420/1997] lr: 7.500e-03, eta: 1 day, 21:08:28, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5497, top5_acc: 0.7893, loss_cls: 1.9366, loss: 1.9366, grad_norm: 5.3089 2020-10-01 18:59:40,508 - mmaction - INFO - Epoch [23][1440/1997] lr: 7.500e-03, eta: 1 day, 21:08:04, time: 1.007, data_time: 0.003, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7954, loss: 1.7954, grad_norm: 5.1958 2020-10-01 19:00:01,802 - mmaction - INFO - Epoch [23][1460/1997] lr: 7.500e-03, eta: 1 day, 21:07:44, time: 1.065, data_time: 0.090, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8083, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.0765 2020-10-01 19:00:22,268 - mmaction - INFO - Epoch [23][1480/1997] lr: 7.500e-03, eta: 1 day, 21:07:20, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5596, top5_acc: 0.8052, loss_cls: 1.8510, loss: 1.8510, grad_norm: 5.2615 2020-10-01 19:00:44,079 - mmaction - INFO - Epoch [23][1500/1997] lr: 7.500e-03, eta: 1 day, 21:07:02, time: 1.091, data_time: 0.003, memory: 8350, top1_acc: 0.5784, top5_acc: 0.7945, loss_cls: 1.8364, loss: 1.8364, grad_norm: 5.1897 2020-10-01 19:01:04,978 - mmaction - INFO - Epoch [23][1520/1997] lr: 7.500e-03, eta: 1 day, 21:06:40, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7878, loss_cls: 1.8902, loss: 1.8902, grad_norm: 5.3328 2020-10-01 19:01:25,307 - mmaction - INFO - Epoch [23][1540/1997] lr: 7.500e-03, eta: 1 day, 21:06:17, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7987, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.1609 2020-10-01 19:01:46,638 - mmaction - INFO - Epoch [23][1560/1997] lr: 7.500e-03, eta: 1 day, 21:05:57, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5766, top5_acc: 0.8023, loss_cls: 1.8232, loss: 1.8232, grad_norm: 5.0479 2020-10-01 19:02:07,167 - mmaction - INFO - Epoch [23][1580/1997] lr: 7.500e-03, eta: 1 day, 21:05:34, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5721, top5_acc: 0.7940, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.1926 2020-10-01 19:02:29,190 - mmaction - INFO - Epoch [23][1600/1997] lr: 7.500e-03, eta: 1 day, 21:05:16, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.5721, top5_acc: 0.7883, loss_cls: 1.9228, loss: 1.9228, grad_norm: 5.2477 2020-10-01 19:02:49,163 - mmaction - INFO - Epoch [23][1620/1997] lr: 7.500e-03, eta: 1 day, 21:04:51, time: 0.998, data_time: 0.001, memory: 8350, top1_acc: 0.5836, top5_acc: 0.7914, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.0736 2020-10-01 19:03:10,285 - mmaction - INFO - Epoch [23][1640/1997] lr: 7.500e-03, eta: 1 day, 21:04:31, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5633, top5_acc: 0.7867, loss_cls: 1.9196, loss: 1.9196, grad_norm: 5.3300 2020-10-01 19:03:30,405 - mmaction - INFO - Epoch [23][1660/1997] lr: 7.500e-03, eta: 1 day, 21:04:06, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.5635, top5_acc: 0.8026, loss_cls: 1.8479, loss: 1.8479, grad_norm: 5.1692 2020-10-01 19:03:51,452 - mmaction - INFO - Epoch [23][1680/1997] lr: 7.500e-03, eta: 1 day, 21:03:45, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5552, top5_acc: 0.7740, loss_cls: 1.9300, loss: 1.9300, grad_norm: 5.2532 2020-10-01 19:04:11,652 - mmaction - INFO - Epoch [23][1700/1997] lr: 7.500e-03, eta: 1 day, 21:03:21, time: 1.010, data_time: 0.014, memory: 8350, top1_acc: 0.5612, top5_acc: 0.7987, loss_cls: 1.8510, loss: 1.8510, grad_norm: 5.2169 2020-10-01 19:04:33,146 - mmaction - INFO - Epoch [23][1720/1997] lr: 7.500e-03, eta: 1 day, 21:03:02, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5557, top5_acc: 0.7823, loss_cls: 1.9073, loss: 1.9073, grad_norm: 5.2625 2020-10-01 19:04:53,659 - mmaction - INFO - Epoch [23][1740/1997] lr: 7.500e-03, eta: 1 day, 21:02:39, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7984, loss_cls: 1.8414, loss: 1.8414, grad_norm: 5.1528 2020-10-01 19:05:15,407 - mmaction - INFO - Epoch [23][1760/1997] lr: 7.500e-03, eta: 1 day, 21:02:20, time: 1.088, data_time: 0.003, memory: 8350, top1_acc: 0.5698, top5_acc: 0.8018, loss_cls: 1.8504, loss: 1.8504, grad_norm: 5.2031 2020-10-01 19:05:36,664 - mmaction - INFO - Epoch [23][1780/1997] lr: 7.500e-03, eta: 1 day, 21:02:00, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5599, top5_acc: 0.7870, loss_cls: 1.9023, loss: 1.9023, grad_norm: 5.2003 2020-10-01 19:05:57,035 - mmaction - INFO - Epoch [23][1800/1997] lr: 7.500e-03, eta: 1 day, 21:01:36, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.5792, top5_acc: 0.7974, loss_cls: 1.8048, loss: 1.8048, grad_norm: 5.0554 2020-10-01 19:06:19,009 - mmaction - INFO - Epoch [23][1820/1997] lr: 7.500e-03, eta: 1 day, 21:01:18, time: 1.100, data_time: 0.003, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7875, loss_cls: 1.8959, loss: 1.8959, grad_norm: 5.1729 2020-10-01 19:06:40,946 - mmaction - INFO - Epoch [23][1840/1997] lr: 7.500e-03, eta: 1 day, 21:01:00, time: 1.097, data_time: 0.001, memory: 8350, top1_acc: 0.5656, top5_acc: 0.7865, loss_cls: 1.8770, loss: 1.8770, grad_norm: 5.1887 2020-10-01 19:07:00,981 - mmaction - INFO - Epoch [23][1860/1997] lr: 7.500e-03, eta: 1 day, 21:00:36, time: 1.001, data_time: 0.001, memory: 8350, top1_acc: 0.5659, top5_acc: 0.7896, loss_cls: 1.8611, loss: 1.8611, grad_norm: 5.1624 2020-10-01 19:07:21,687 - mmaction - INFO - Epoch [23][1880/1997] lr: 7.500e-03, eta: 1 day, 21:00:14, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.8706, loss: 1.8706, grad_norm: 5.1521 2020-10-01 19:07:43,023 - mmaction - INFO - Epoch [23][1900/1997] lr: 7.500e-03, eta: 1 day, 20:59:53, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5690, top5_acc: 0.7922, loss_cls: 1.8726, loss: 1.8726, grad_norm: 5.1937 2020-10-01 19:08:04,563 - mmaction - INFO - Epoch [23][1920/1997] lr: 7.500e-03, eta: 1 day, 20:59:34, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.5557, top5_acc: 0.7823, loss_cls: 1.9127, loss: 1.9127, grad_norm: 5.3495 2020-10-01 19:08:25,345 - mmaction - INFO - Epoch [23][1940/1997] lr: 7.500e-03, eta: 1 day, 20:59:12, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5747, top5_acc: 0.7841, loss_cls: 1.8692, loss: 1.8692, grad_norm: 5.1468 2020-10-01 19:08:47,011 - mmaction - INFO - Epoch [23][1960/1997] lr: 7.500e-03, eta: 1 day, 20:58:53, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5753, top5_acc: 0.7977, loss_cls: 1.8275, loss: 1.8275, grad_norm: 5.1139 2020-10-01 19:09:08,131 - mmaction - INFO - Epoch [23][1980/1997] lr: 7.500e-03, eta: 1 day, 20:58:32, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.5576, top5_acc: 0.7831, loss_cls: 1.9061, loss: 1.9061, grad_norm: 5.2526 2020-10-01 19:09:26,246 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-10-01 19:10:13,549 - mmaction - INFO - Epoch [24][20/1997] lr: 7.500e-03, eta: 1 day, 20:58:20, time: 2.344, data_time: 1.228, memory: 8350, top1_acc: 0.5701, top5_acc: 0.7964, loss_cls: 1.8337, loss: 1.8337, grad_norm: 5.2947 2020-10-01 19:10:35,372 - mmaction - INFO - Epoch [24][40/1997] lr: 7.500e-03, eta: 1 day, 20:58:01, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8052, loss_cls: 1.7839, loss: 1.7839, grad_norm: 5.1186 2020-10-01 19:10:56,250 - mmaction - INFO - Epoch [24][60/1997] lr: 7.500e-03, eta: 1 day, 20:57:40, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7909, loss_cls: 1.8629, loss: 1.8629, grad_norm: 5.1979 2020-10-01 19:11:17,501 - mmaction - INFO - Epoch [24][80/1997] lr: 7.500e-03, eta: 1 day, 20:57:19, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7984, loss_cls: 1.8192, loss: 1.8192, grad_norm: 5.1170 2020-10-01 19:11:37,888 - mmaction - INFO - Epoch [24][100/1997] lr: 7.500e-03, eta: 1 day, 20:56:56, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5685, top5_acc: 0.7932, loss_cls: 1.8335, loss: 1.8335, grad_norm: 5.1299 2020-10-01 19:11:58,790 - mmaction - INFO - Epoch [24][120/1997] lr: 7.500e-03, eta: 1 day, 20:56:34, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8052, loss_cls: 1.7968, loss: 1.7968, grad_norm: 5.1690 2020-10-01 19:12:19,249 - mmaction - INFO - Epoch [24][140/1997] lr: 7.500e-03, eta: 1 day, 20:56:11, time: 1.022, data_time: 0.001, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8076, loss_cls: 1.7621, loss: 1.7621, grad_norm: 5.1255 2020-10-01 19:12:40,680 - mmaction - INFO - Epoch [24][160/1997] lr: 7.500e-03, eta: 1 day, 20:55:51, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.5753, top5_acc: 0.7901, loss_cls: 1.8390, loss: 1.8390, grad_norm: 5.2202 2020-10-01 19:13:02,334 - mmaction - INFO - Epoch [24][180/1997] lr: 7.500e-03, eta: 1 day, 20:55:32, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8016, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.2189 2020-10-01 19:13:22,117 - mmaction - INFO - Epoch [24][200/1997] lr: 7.500e-03, eta: 1 day, 20:55:07, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.5680, top5_acc: 0.7940, loss_cls: 1.8520, loss: 1.8520, grad_norm: 5.1885 2020-10-01 19:13:42,689 - mmaction - INFO - Epoch [24][220/1997] lr: 7.500e-03, eta: 1 day, 20:54:44, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.5669, top5_acc: 0.7966, loss_cls: 1.8634, loss: 1.8634, grad_norm: 5.2170 2020-10-01 19:14:03,738 - mmaction - INFO - Epoch [24][240/1997] lr: 7.500e-03, eta: 1 day, 20:54:23, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5888, top5_acc: 0.8102, loss_cls: 1.7622, loss: 1.7622, grad_norm: 5.1081 2020-10-01 19:14:25,888 - mmaction - INFO - Epoch [24][260/1997] lr: 7.500e-03, eta: 1 day, 20:54:06, time: 1.107, data_time: 0.001, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8112, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.2819 2020-10-01 19:14:47,438 - mmaction - INFO - Epoch [24][280/1997] lr: 7.500e-03, eta: 1 day, 20:53:46, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8010, loss_cls: 1.8153, loss: 1.8153, grad_norm: 5.1796 2020-10-01 19:15:08,333 - mmaction - INFO - Epoch [24][300/1997] lr: 7.500e-03, eta: 1 day, 20:53:25, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.5839, top5_acc: 0.7995, loss_cls: 1.7911, loss: 1.7911, grad_norm: 5.1207 2020-10-01 19:15:28,507 - mmaction - INFO - Epoch [24][320/1997] lr: 7.500e-03, eta: 1 day, 20:53:01, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7849, loss_cls: 1.9228, loss: 1.9228, grad_norm: 5.3243 2020-10-01 19:15:49,541 - mmaction - INFO - Epoch [24][340/1997] lr: 7.500e-03, eta: 1 day, 20:52:40, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.5714, top5_acc: 0.8042, loss_cls: 1.7845, loss: 1.7845, grad_norm: 5.1840 2020-10-01 19:16:09,876 - mmaction - INFO - Epoch [24][360/1997] lr: 7.500e-03, eta: 1 day, 20:52:16, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5620, top5_acc: 0.7857, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.3054 2020-10-01 19:16:30,790 - mmaction - INFO - Epoch [24][380/1997] lr: 7.500e-03, eta: 1 day, 20:51:54, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5729, top5_acc: 0.7888, loss_cls: 1.8771, loss: 1.8771, grad_norm: 5.1732 2020-10-01 19:16:51,909 - mmaction - INFO - Epoch [24][400/1997] lr: 7.500e-03, eta: 1 day, 20:51:34, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5698, top5_acc: 0.7932, loss_cls: 1.8598, loss: 1.8598, grad_norm: 5.2122 2020-10-01 19:17:12,882 - mmaction - INFO - Epoch [24][420/1997] lr: 7.500e-03, eta: 1 day, 20:51:12, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7919, loss_cls: 1.8495, loss: 1.8495, grad_norm: 5.2119 2020-10-01 19:17:33,806 - mmaction - INFO - Epoch [24][440/1997] lr: 7.500e-03, eta: 1 day, 20:50:51, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7953, loss_cls: 1.8721, loss: 1.8721, grad_norm: 5.3071 2020-10-01 19:17:54,776 - mmaction - INFO - Epoch [24][460/1997] lr: 7.500e-03, eta: 1 day, 20:50:29, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5547, top5_acc: 0.7870, loss_cls: 1.9027, loss: 1.9027, grad_norm: 5.2117 2020-10-01 19:18:15,365 - mmaction - INFO - Epoch [24][480/1997] lr: 7.500e-03, eta: 1 day, 20:50:07, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5740, top5_acc: 0.7953, loss_cls: 1.8367, loss: 1.8367, grad_norm: 5.2523 2020-10-01 19:18:35,465 - mmaction - INFO - Epoch [24][500/1997] lr: 7.500e-03, eta: 1 day, 20:49:43, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.5734, top5_acc: 0.7971, loss_cls: 1.8366, loss: 1.8366, grad_norm: 5.1698 2020-10-01 19:18:57,285 - mmaction - INFO - Epoch [24][520/1997] lr: 7.500e-03, eta: 1 day, 20:49:24, time: 1.090, data_time: 0.001, memory: 8350, top1_acc: 0.5818, top5_acc: 0.8047, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.1531 2020-10-01 19:19:18,439 - mmaction - INFO - Epoch [24][540/1997] lr: 7.500e-03, eta: 1 day, 20:49:03, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8000, loss_cls: 1.7907, loss: 1.7907, grad_norm: 5.0842 2020-10-01 19:19:39,614 - mmaction - INFO - Epoch [24][560/1997] lr: 7.500e-03, eta: 1 day, 20:48:43, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.5542, top5_acc: 0.7867, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.2097 2020-10-01 19:20:00,894 - mmaction - INFO - Epoch [24][580/1997] lr: 7.500e-03, eta: 1 day, 20:48:22, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7917, loss_cls: 1.8849, loss: 1.8849, grad_norm: 5.3295 2020-10-01 19:20:21,332 - mmaction - INFO - Epoch [24][600/1997] lr: 7.500e-03, eta: 1 day, 20:47:59, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7966, loss_cls: 1.8555, loss: 1.8555, grad_norm: 5.1276 2020-10-01 19:20:43,029 - mmaction - INFO - Epoch [24][620/1997] lr: 7.500e-03, eta: 1 day, 20:47:40, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5841, top5_acc: 0.8000, loss_cls: 1.7874, loss: 1.7874, grad_norm: 5.1624 2020-10-01 19:21:05,211 - mmaction - INFO - Epoch [24][640/1997] lr: 7.500e-03, eta: 1 day, 20:47:23, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7935, loss_cls: 1.8513, loss: 1.8513, grad_norm: 5.1960 2020-10-01 19:21:23,760 - mmaction - INFO - Epoch [24][660/1997] lr: 7.500e-03, eta: 1 day, 20:46:54, time: 0.928, data_time: 0.003, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8026, loss_cls: 1.8029, loss: 1.8029, grad_norm: 5.0765 2020-10-01 19:21:45,084 - mmaction - INFO - Epoch [24][680/1997] lr: 7.500e-03, eta: 1 day, 20:46:33, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8031, loss_cls: 1.7714, loss: 1.7714, grad_norm: 5.0745 2020-10-01 19:22:06,043 - mmaction - INFO - Epoch [24][700/1997] lr: 7.500e-03, eta: 1 day, 20:46:12, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7977, loss_cls: 1.8317, loss: 1.8317, grad_norm: 5.0919 2020-10-01 19:22:27,052 - mmaction - INFO - Epoch [24][720/1997] lr: 7.500e-03, eta: 1 day, 20:45:51, time: 1.051, data_time: 0.003, memory: 8350, top1_acc: 0.5443, top5_acc: 0.7799, loss_cls: 1.9253, loss: 1.9253, grad_norm: 5.4083 2020-10-01 19:22:49,952 - mmaction - INFO - Epoch [24][740/1997] lr: 7.500e-03, eta: 1 day, 20:45:36, time: 1.145, data_time: 0.003, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8159, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.0728 2020-10-01 19:23:09,709 - mmaction - INFO - Epoch [24][760/1997] lr: 7.500e-03, eta: 1 day, 20:45:10, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.7951, loss_cls: 1.8141, loss: 1.8141, grad_norm: 5.0909 2020-10-01 19:23:30,530 - mmaction - INFO - Epoch [24][780/1997] lr: 7.500e-03, eta: 1 day, 20:44:49, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.5698, top5_acc: 0.7948, loss_cls: 1.8301, loss: 1.8301, grad_norm: 5.2152 2020-10-01 19:23:51,054 - mmaction - INFO - Epoch [24][800/1997] lr: 7.500e-03, eta: 1 day, 20:44:26, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8099, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.1666 2020-10-01 19:24:12,053 - mmaction - INFO - Epoch [24][820/1997] lr: 7.500e-03, eta: 1 day, 20:44:05, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5669, top5_acc: 0.7914, loss_cls: 1.8766, loss: 1.8766, grad_norm: 5.2291 2020-10-01 19:24:33,775 - mmaction - INFO - Epoch [24][840/1997] lr: 7.500e-03, eta: 1 day, 20:43:46, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8039, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.1464 2020-10-01 19:24:55,098 - mmaction - INFO - Epoch [24][860/1997] lr: 7.500e-03, eta: 1 day, 20:43:25, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.5745, top5_acc: 0.7997, loss_cls: 1.8128, loss: 1.8128, grad_norm: 5.1361 2020-10-01 19:25:16,133 - mmaction - INFO - Epoch [24][880/1997] lr: 7.500e-03, eta: 1 day, 20:43:04, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.5833, top5_acc: 0.7969, loss_cls: 1.8534, loss: 1.8534, grad_norm: 5.1771 2020-10-01 19:25:35,922 - mmaction - INFO - Epoch [24][900/1997] lr: 7.500e-03, eta: 1 day, 20:42:39, time: 0.989, data_time: 0.009, memory: 8350, top1_acc: 0.5664, top5_acc: 0.7911, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.2314 2020-10-01 19:25:58,077 - mmaction - INFO - Epoch [24][920/1997] lr: 7.500e-03, eta: 1 day, 20:42:22, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7953, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.1938 2020-10-01 19:26:18,839 - mmaction - INFO - Epoch [24][940/1997] lr: 7.500e-03, eta: 1 day, 20:42:00, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7846, loss_cls: 1.8762, loss: 1.8762, grad_norm: 5.2267 2020-10-01 19:26:38,820 - mmaction - INFO - Epoch [24][960/1997] lr: 7.500e-03, eta: 1 day, 20:41:35, time: 0.998, data_time: 0.001, memory: 8350, top1_acc: 0.5797, top5_acc: 0.7958, loss_cls: 1.8059, loss: 1.8059, grad_norm: 5.2263 2020-10-01 19:26:59,924 - mmaction - INFO - Epoch [24][980/1997] lr: 7.500e-03, eta: 1 day, 20:41:14, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.5583, top5_acc: 0.7779, loss_cls: 1.9079, loss: 1.9079, grad_norm: 5.2682 2020-10-01 19:27:20,250 - mmaction - INFO - Epoch [24][1000/1997] lr: 7.500e-03, eta: 1 day, 20:40:51, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5654, top5_acc: 0.7901, loss_cls: 1.8546, loss: 1.8546, grad_norm: 5.2444 2020-10-01 19:27:40,636 - mmaction - INFO - Epoch [24][1020/1997] lr: 7.500e-03, eta: 1 day, 20:40:27, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5557, top5_acc: 0.7844, loss_cls: 1.9041, loss: 1.9041, grad_norm: 5.2942 2020-10-01 19:28:01,991 - mmaction - INFO - Epoch [24][1040/1997] lr: 7.500e-03, eta: 1 day, 20:40:07, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5706, top5_acc: 0.8062, loss_cls: 1.7925, loss: 1.7925, grad_norm: 5.1221 2020-10-01 19:28:22,997 - mmaction - INFO - Epoch [24][1060/1997] lr: 7.500e-03, eta: 1 day, 20:39:46, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7948, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.1829 2020-10-01 19:28:43,897 - mmaction - INFO - Epoch [24][1080/1997] lr: 7.500e-03, eta: 1 day, 20:39:25, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7844, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.2170 2020-10-01 19:29:04,415 - mmaction - INFO - Epoch [24][1100/1997] lr: 7.500e-03, eta: 1 day, 20:39:02, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.5737, top5_acc: 0.8008, loss_cls: 1.8232, loss: 1.8232, grad_norm: 5.2395 2020-10-01 19:29:25,636 - mmaction - INFO - Epoch [24][1120/1997] lr: 7.500e-03, eta: 1 day, 20:38:41, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7982, loss_cls: 1.8425, loss: 1.8425, grad_norm: 5.2784 2020-10-01 19:29:46,794 - mmaction - INFO - Epoch [24][1140/1997] lr: 7.500e-03, eta: 1 day, 20:38:20, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5659, top5_acc: 0.7891, loss_cls: 1.8677, loss: 1.8677, grad_norm: 5.2032 2020-10-01 19:30:07,848 - mmaction - INFO - Epoch [24][1160/1997] lr: 7.500e-03, eta: 1 day, 20:37:59, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5724, top5_acc: 0.7997, loss_cls: 1.8324, loss: 1.8324, grad_norm: 5.2269 2020-10-01 19:30:29,326 - mmaction - INFO - Epoch [24][1180/1997] lr: 7.500e-03, eta: 1 day, 20:37:40, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5784, top5_acc: 0.7990, loss_cls: 1.8065, loss: 1.8065, grad_norm: 5.2370 2020-10-01 19:30:49,676 - mmaction - INFO - Epoch [24][1200/1997] lr: 7.500e-03, eta: 1 day, 20:37:16, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7896, loss_cls: 1.8729, loss: 1.8729, grad_norm: 5.3233 2020-10-01 19:31:10,439 - mmaction - INFO - Epoch [24][1220/1997] lr: 7.500e-03, eta: 1 day, 20:36:54, time: 1.039, data_time: 0.003, memory: 8350, top1_acc: 0.5661, top5_acc: 0.8010, loss_cls: 1.8544, loss: 1.8544, grad_norm: 5.3383 2020-10-01 19:31:31,387 - mmaction - INFO - Epoch [24][1240/1997] lr: 7.500e-03, eta: 1 day, 20:36:33, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5469, top5_acc: 0.7833, loss_cls: 1.9303, loss: 1.9303, grad_norm: 5.2941 2020-10-01 19:31:53,040 - mmaction - INFO - Epoch [24][1260/1997] lr: 7.500e-03, eta: 1 day, 20:36:14, time: 1.082, data_time: 0.003, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7904, loss_cls: 1.8351, loss: 1.8351, grad_norm: 5.2405 2020-10-01 19:32:13,349 - mmaction - INFO - Epoch [24][1280/1997] lr: 7.500e-03, eta: 1 day, 20:35:50, time: 1.016, data_time: 0.058, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7990, loss_cls: 1.8374, loss: 1.8374, grad_norm: 5.2102 2020-10-01 19:32:35,008 - mmaction - INFO - Epoch [24][1300/1997] lr: 7.500e-03, eta: 1 day, 20:35:31, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5651, top5_acc: 0.7904, loss_cls: 1.8700, loss: 1.8700, grad_norm: 5.2915 2020-10-01 19:32:55,341 - mmaction - INFO - Epoch [24][1320/1997] lr: 7.500e-03, eta: 1 day, 20:35:08, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5536, top5_acc: 0.7940, loss_cls: 1.8672, loss: 1.8672, grad_norm: 5.2816 2020-10-01 19:33:16,029 - mmaction - INFO - Epoch [24][1340/1997] lr: 7.500e-03, eta: 1 day, 20:34:46, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5768, top5_acc: 0.7977, loss_cls: 1.8194, loss: 1.8194, grad_norm: 5.1842 2020-10-01 19:33:37,277 - mmaction - INFO - Epoch [24][1360/1997] lr: 7.500e-03, eta: 1 day, 20:34:25, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5656, top5_acc: 0.7885, loss_cls: 1.8440, loss: 1.8440, grad_norm: 5.2215 2020-10-01 19:33:57,765 - mmaction - INFO - Epoch [24][1380/1997] lr: 7.500e-03, eta: 1 day, 20:34:02, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5766, top5_acc: 0.7982, loss_cls: 1.8413, loss: 1.8413, grad_norm: 5.1731 2020-10-01 19:34:19,904 - mmaction - INFO - Epoch [24][1400/1997] lr: 7.500e-03, eta: 1 day, 20:33:45, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.5703, top5_acc: 0.7943, loss_cls: 1.8320, loss: 1.8320, grad_norm: 5.1275 2020-10-01 19:34:40,212 - mmaction - INFO - Epoch [24][1420/1997] lr: 7.500e-03, eta: 1 day, 20:33:21, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5807, top5_acc: 0.7995, loss_cls: 1.8084, loss: 1.8084, grad_norm: 5.1006 2020-10-01 19:35:00,418 - mmaction - INFO - Epoch [24][1440/1997] lr: 7.500e-03, eta: 1 day, 20:32:57, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.5549, top5_acc: 0.7867, loss_cls: 1.8963, loss: 1.8963, grad_norm: 5.3115 2020-10-01 19:35:22,514 - mmaction - INFO - Epoch [24][1460/1997] lr: 7.500e-03, eta: 1 day, 20:32:40, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7924, loss_cls: 1.8543, loss: 1.8543, grad_norm: 5.1856 2020-10-01 19:35:44,581 - mmaction - INFO - Epoch [24][1480/1997] lr: 7.500e-03, eta: 1 day, 20:32:22, time: 1.104, data_time: 0.003, memory: 8350, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.2355 2020-10-01 19:36:04,831 - mmaction - INFO - Epoch [24][1500/1997] lr: 7.500e-03, eta: 1 day, 20:31:58, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.5591, top5_acc: 0.7904, loss_cls: 1.8849, loss: 1.8849, grad_norm: 5.2765 2020-10-01 19:36:27,503 - mmaction - INFO - Epoch [24][1520/1997] lr: 7.500e-03, eta: 1 day, 20:31:42, time: 1.134, data_time: 0.002, memory: 8350, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.8497, loss: 1.8497, grad_norm: 5.2944 2020-10-01 19:36:48,474 - mmaction - INFO - Epoch [24][1540/1997] lr: 7.500e-03, eta: 1 day, 20:31:21, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7846, loss_cls: 1.8806, loss: 1.8806, grad_norm: 5.1578 2020-10-01 19:37:08,715 - mmaction - INFO - Epoch [24][1560/1997] lr: 7.500e-03, eta: 1 day, 20:30:57, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.5628, top5_acc: 0.7948, loss_cls: 1.8317, loss: 1.8317, grad_norm: 5.2951 2020-10-01 19:37:29,626 - mmaction - INFO - Epoch [24][1580/1997] lr: 7.500e-03, eta: 1 day, 20:30:36, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7966, loss_cls: 1.8873, loss: 1.8873, grad_norm: 5.1845 2020-10-01 19:37:50,642 - mmaction - INFO - Epoch [24][1600/1997] lr: 7.500e-03, eta: 1 day, 20:30:15, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7901, loss_cls: 1.8673, loss: 1.8673, grad_norm: 5.1541 2020-10-01 19:38:10,943 - mmaction - INFO - Epoch [24][1620/1997] lr: 7.500e-03, eta: 1 day, 20:29:51, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7901, loss_cls: 1.8441, loss: 1.8441, grad_norm: 5.2150 2020-10-01 19:38:31,913 - mmaction - INFO - Epoch [24][1640/1997] lr: 7.500e-03, eta: 1 day, 20:29:30, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.5680, top5_acc: 0.7901, loss_cls: 1.8717, loss: 1.8717, grad_norm: 5.2924 2020-10-01 19:38:53,046 - mmaction - INFO - Epoch [24][1660/1997] lr: 7.500e-03, eta: 1 day, 20:29:09, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.5542, top5_acc: 0.7945, loss_cls: 1.8499, loss: 1.8499, grad_norm: 5.2558 2020-10-01 19:39:14,226 - mmaction - INFO - Epoch [24][1680/1997] lr: 7.500e-03, eta: 1 day, 20:28:48, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5635, top5_acc: 0.7839, loss_cls: 1.9002, loss: 1.9002, grad_norm: 5.3071 2020-10-01 19:39:33,960 - mmaction - INFO - Epoch [24][1700/1997] lr: 7.500e-03, eta: 1 day, 20:28:23, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.5740, top5_acc: 0.7990, loss_cls: 1.8066, loss: 1.8066, grad_norm: 5.2052 2020-10-01 19:39:55,972 - mmaction - INFO - Epoch [24][1720/1997] lr: 7.500e-03, eta: 1 day, 20:28:05, time: 1.100, data_time: 0.001, memory: 8350, top1_acc: 0.5802, top5_acc: 0.7956, loss_cls: 1.8242, loss: 1.8242, grad_norm: 5.1074 2020-10-01 19:40:16,897 - mmaction - INFO - Epoch [24][1740/1997] lr: 7.500e-03, eta: 1 day, 20:27:43, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5706, top5_acc: 0.7919, loss_cls: 1.8425, loss: 1.8425, grad_norm: 5.1454 2020-10-01 19:40:38,094 - mmaction - INFO - Epoch [24][1760/1997] lr: 7.500e-03, eta: 1 day, 20:27:23, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5833, top5_acc: 0.7982, loss_cls: 1.7902, loss: 1.7902, grad_norm: 5.1506 2020-10-01 19:40:59,973 - mmaction - INFO - Epoch [24][1780/1997] lr: 7.500e-03, eta: 1 day, 20:27:04, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.5732, top5_acc: 0.8034, loss_cls: 1.8654, loss: 1.8654, grad_norm: 5.2264 2020-10-01 19:41:19,484 - mmaction - INFO - Epoch [24][1800/1997] lr: 7.500e-03, eta: 1 day, 20:26:38, time: 0.975, data_time: 0.002, memory: 8350, top1_acc: 0.5711, top5_acc: 0.7893, loss_cls: 1.8525, loss: 1.8525, grad_norm: 5.1659 2020-10-01 19:41:40,868 - mmaction - INFO - Epoch [24][1820/1997] lr: 7.500e-03, eta: 1 day, 20:26:18, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7896, loss_cls: 1.8655, loss: 1.8655, grad_norm: 5.2474 2020-10-01 19:42:01,490 - mmaction - INFO - Epoch [24][1840/1997] lr: 7.500e-03, eta: 1 day, 20:25:56, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5727, top5_acc: 0.7940, loss_cls: 1.8471, loss: 1.8471, grad_norm: 5.0961 2020-10-01 19:42:22,542 - mmaction - INFO - Epoch [24][1860/1997] lr: 7.500e-03, eta: 1 day, 20:25:35, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5781, top5_acc: 0.7909, loss_cls: 1.8865, loss: 1.8865, grad_norm: 5.3296 2020-10-01 19:42:44,046 - mmaction - INFO - Epoch [24][1880/1997] lr: 7.500e-03, eta: 1 day, 20:25:15, time: 1.076, data_time: 0.003, memory: 8350, top1_acc: 0.5617, top5_acc: 0.7891, loss_cls: 1.8833, loss: 1.8833, grad_norm: 5.2762 2020-10-01 19:43:06,129 - mmaction - INFO - Epoch [24][1900/1997] lr: 7.500e-03, eta: 1 day, 20:24:57, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7870, loss_cls: 1.9020, loss: 1.9020, grad_norm: 5.2420 2020-10-01 19:43:25,590 - mmaction - INFO - Epoch [24][1920/1997] lr: 7.500e-03, eta: 1 day, 20:24:31, time: 0.972, data_time: 0.001, memory: 8350, top1_acc: 0.5654, top5_acc: 0.7857, loss_cls: 1.8694, loss: 1.8694, grad_norm: 5.1840 2020-10-01 19:43:47,257 - mmaction - INFO - Epoch [24][1940/1997] lr: 7.500e-03, eta: 1 day, 20:24:12, time: 1.084, data_time: 0.003, memory: 8350, top1_acc: 0.5586, top5_acc: 0.7805, loss_cls: 1.9050, loss: 1.9050, grad_norm: 5.2169 2020-10-01 19:44:07,881 - mmaction - INFO - Epoch [24][1960/1997] lr: 7.500e-03, eta: 1 day, 20:23:50, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7906, loss_cls: 1.8685, loss: 1.8685, grad_norm: 5.2602 2020-10-01 19:44:28,415 - mmaction - INFO - Epoch [24][1980/1997] lr: 7.500e-03, eta: 1 day, 20:23:27, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7951, loss_cls: 1.8551, loss: 1.8551, grad_norm: 5.2353 2020-10-01 19:44:46,463 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-10-01 19:45:33,234 - mmaction - INFO - Epoch [25][20/1997] lr: 7.500e-03, eta: 1 day, 20:23:12, time: 2.323, data_time: 1.434, memory: 8350, top1_acc: 0.5716, top5_acc: 0.8034, loss_cls: 1.8052, loss: 1.8052, grad_norm: 5.2515 2020-10-01 19:45:54,840 - mmaction - INFO - Epoch [25][40/1997] lr: 7.500e-03, eta: 1 day, 20:22:53, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.5763, top5_acc: 0.8010, loss_cls: 1.8091, loss: 1.8091, grad_norm: 5.2004 2020-10-01 19:46:14,936 - mmaction - INFO - Epoch [25][60/1997] lr: 7.500e-03, eta: 1 day, 20:22:28, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.5740, top5_acc: 0.7935, loss_cls: 1.8466, loss: 1.8466, grad_norm: 5.2311 2020-10-01 19:46:36,663 - mmaction - INFO - Epoch [25][80/1997] lr: 7.500e-03, eta: 1 day, 20:22:10, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.5771, top5_acc: 0.7945, loss_cls: 1.8653, loss: 1.8653, grad_norm: 5.2173 2020-10-01 19:46:56,715 - mmaction - INFO - Epoch [25][100/1997] lr: 7.500e-03, eta: 1 day, 20:21:45, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.5680, top5_acc: 0.7859, loss_cls: 1.8683, loss: 1.8683, grad_norm: 5.2477 2020-10-01 19:47:17,913 - mmaction - INFO - Epoch [25][120/1997] lr: 7.500e-03, eta: 1 day, 20:21:25, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5711, top5_acc: 0.7953, loss_cls: 1.8536, loss: 1.8536, grad_norm: 5.2042 2020-10-01 19:47:39,851 - mmaction - INFO - Epoch [25][140/1997] lr: 7.500e-03, eta: 1 day, 20:21:06, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5609, top5_acc: 0.7961, loss_cls: 1.8626, loss: 1.8626, grad_norm: 5.2867 2020-10-01 19:47:59,879 - mmaction - INFO - Epoch [25][160/1997] lr: 7.500e-03, eta: 1 day, 20:20:42, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.5820, top5_acc: 0.7995, loss_cls: 1.8256, loss: 1.8256, grad_norm: 5.2611 2020-10-01 19:48:21,313 - mmaction - INFO - Epoch [25][180/1997] lr: 7.500e-03, eta: 1 day, 20:20:22, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8091, loss_cls: 1.7552, loss: 1.7552, grad_norm: 5.1218 2020-10-01 19:48:42,729 - mmaction - INFO - Epoch [25][200/1997] lr: 7.500e-03, eta: 1 day, 20:20:02, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5742, top5_acc: 0.8078, loss_cls: 1.8104, loss: 1.8104, grad_norm: 5.2747 2020-10-01 19:49:02,891 - mmaction - INFO - Epoch [25][220/1997] lr: 7.500e-03, eta: 1 day, 20:19:38, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8089, loss_cls: 1.7535, loss: 1.7535, grad_norm: 5.1227 2020-10-01 19:49:24,249 - mmaction - INFO - Epoch [25][240/1997] lr: 7.500e-03, eta: 1 day, 20:19:18, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8013, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.2013 2020-10-01 19:49:45,792 - mmaction - INFO - Epoch [25][260/1997] lr: 7.500e-03, eta: 1 day, 20:18:59, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5857, top5_acc: 0.7940, loss_cls: 1.8047, loss: 1.8047, grad_norm: 5.1768 2020-10-01 19:50:05,728 - mmaction - INFO - Epoch [25][280/1997] lr: 7.500e-03, eta: 1 day, 20:18:34, time: 0.995, data_time: 0.001, memory: 8350, top1_acc: 0.5766, top5_acc: 0.7948, loss_cls: 1.8217, loss: 1.8217, grad_norm: 5.2183 2020-10-01 19:50:27,158 - mmaction - INFO - Epoch [25][300/1997] lr: 7.500e-03, eta: 1 day, 20:18:14, time: 1.072, data_time: 0.007, memory: 8350, top1_acc: 0.5779, top5_acc: 0.7974, loss_cls: 1.8033, loss: 1.8033, grad_norm: 5.2133 2020-10-01 19:50:48,499 - mmaction - INFO - Epoch [25][320/1997] lr: 7.500e-03, eta: 1 day, 20:17:54, time: 1.068, data_time: 0.003, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8076, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.1036 2020-10-01 19:51:10,486 - mmaction - INFO - Epoch [25][340/1997] lr: 7.500e-03, eta: 1 day, 20:17:36, time: 1.099, data_time: 0.001, memory: 8350, top1_acc: 0.5732, top5_acc: 0.7969, loss_cls: 1.8497, loss: 1.8497, grad_norm: 5.2860 2020-10-01 19:51:30,699 - mmaction - INFO - Epoch [25][360/1997] lr: 7.500e-03, eta: 1 day, 20:17:12, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5891, top5_acc: 0.7995, loss_cls: 1.7746, loss: 1.7746, grad_norm: 5.1152 2020-10-01 19:51:51,009 - mmaction - INFO - Epoch [25][380/1997] lr: 7.500e-03, eta: 1 day, 20:16:49, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.5586, top5_acc: 0.7906, loss_cls: 1.8807, loss: 1.8807, grad_norm: 5.3173 2020-10-01 19:52:12,510 - mmaction - INFO - Epoch [25][400/1997] lr: 7.500e-03, eta: 1 day, 20:16:29, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5742, top5_acc: 0.7977, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.1667 2020-10-01 19:52:33,597 - mmaction - INFO - Epoch [25][420/1997] lr: 7.500e-03, eta: 1 day, 20:16:08, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.5880, top5_acc: 0.7995, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.2367 2020-10-01 19:52:53,844 - mmaction - INFO - Epoch [25][440/1997] lr: 7.500e-03, eta: 1 day, 20:15:44, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.5719, top5_acc: 0.8076, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.2444 2020-10-01 19:53:15,778 - mmaction - INFO - Epoch [25][460/1997] lr: 7.500e-03, eta: 1 day, 20:15:26, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5893, top5_acc: 0.8005, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.1673 2020-10-01 19:53:35,548 - mmaction - INFO - Epoch [25][480/1997] lr: 7.500e-03, eta: 1 day, 20:15:01, time: 0.989, data_time: 0.003, memory: 8350, top1_acc: 0.5659, top5_acc: 0.7880, loss_cls: 1.8612, loss: 1.8612, grad_norm: 5.2077 2020-10-01 19:53:57,151 - mmaction - INFO - Epoch [25][500/1997] lr: 7.500e-03, eta: 1 day, 20:14:42, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5813, top5_acc: 0.8049, loss_cls: 1.7942, loss: 1.7942, grad_norm: 5.1657 2020-10-01 19:54:18,130 - mmaction - INFO - Epoch [25][520/1997] lr: 7.500e-03, eta: 1 day, 20:14:20, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5628, top5_acc: 0.7969, loss_cls: 1.8446, loss: 1.8446, grad_norm: 5.2865 2020-10-01 19:54:38,980 - mmaction - INFO - Epoch [25][540/1997] lr: 7.500e-03, eta: 1 day, 20:13:59, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7990, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.1971 2020-10-01 19:55:00,500 - mmaction - INFO - Epoch [25][560/1997] lr: 7.500e-03, eta: 1 day, 20:13:39, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5721, top5_acc: 0.8044, loss_cls: 1.8029, loss: 1.8029, grad_norm: 5.0741 2020-10-01 19:55:21,043 - mmaction - INFO - Epoch [25][580/1997] lr: 7.500e-03, eta: 1 day, 20:13:16, time: 1.028, data_time: 0.005, memory: 8350, top1_acc: 0.5797, top5_acc: 0.7896, loss_cls: 1.8338, loss: 1.8338, grad_norm: 5.0299 2020-10-01 19:55:41,495 - mmaction - INFO - Epoch [25][600/1997] lr: 7.500e-03, eta: 1 day, 20:12:53, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5828, top5_acc: 0.7997, loss_cls: 1.8124, loss: 1.8124, grad_norm: 5.1475 2020-10-01 19:56:02,961 - mmaction - INFO - Epoch [25][620/1997] lr: 7.500e-03, eta: 1 day, 20:12:34, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5732, top5_acc: 0.7956, loss_cls: 1.8216, loss: 1.8216, grad_norm: 5.2282 2020-10-01 19:56:23,181 - mmaction - INFO - Epoch [25][640/1997] lr: 7.500e-03, eta: 1 day, 20:12:10, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7930, loss_cls: 1.8941, loss: 1.8941, grad_norm: 5.3259 2020-10-01 19:56:45,193 - mmaction - INFO - Epoch [25][660/1997] lr: 7.500e-03, eta: 1 day, 20:11:52, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.5630, top5_acc: 0.7852, loss_cls: 1.8607, loss: 1.8607, grad_norm: 5.2060 2020-10-01 19:57:06,387 - mmaction - INFO - Epoch [25][680/1997] lr: 7.500e-03, eta: 1 day, 20:11:31, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.1714 2020-10-01 19:57:26,847 - mmaction - INFO - Epoch [25][700/1997] lr: 7.500e-03, eta: 1 day, 20:11:08, time: 1.024, data_time: 0.003, memory: 8350, top1_acc: 0.5857, top5_acc: 0.8042, loss_cls: 1.7950, loss: 1.7950, grad_norm: 5.1081 2020-10-01 19:57:47,587 - mmaction - INFO - Epoch [25][720/1997] lr: 7.500e-03, eta: 1 day, 20:10:46, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.5844, top5_acc: 0.8005, loss_cls: 1.8140, loss: 1.8140, grad_norm: 5.1799 2020-10-01 19:58:08,014 - mmaction - INFO - Epoch [25][740/1997] lr: 7.500e-03, eta: 1 day, 20:10:23, time: 1.022, data_time: 0.001, memory: 8350, top1_acc: 0.5753, top5_acc: 0.8044, loss_cls: 1.8137, loss: 1.8137, grad_norm: 5.2031 2020-10-01 19:58:28,646 - mmaction - INFO - Epoch [25][760/1997] lr: 7.500e-03, eta: 1 day, 20:10:01, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7940, loss_cls: 1.8527, loss: 1.8527, grad_norm: 5.2723 2020-10-01 19:58:50,001 - mmaction - INFO - Epoch [25][780/1997] lr: 7.500e-03, eta: 1 day, 20:09:41, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5659, top5_acc: 0.7948, loss_cls: 1.8315, loss: 1.8315, grad_norm: 5.1590 2020-10-01 19:59:11,258 - mmaction - INFO - Epoch [25][800/1997] lr: 7.500e-03, eta: 1 day, 20:09:20, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.5810, top5_acc: 0.7896, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.1275 2020-10-01 19:59:32,358 - mmaction - INFO - Epoch [25][820/1997] lr: 7.500e-03, eta: 1 day, 20:08:59, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8274, loss: 1.8274, grad_norm: 5.2708 2020-10-01 19:59:51,838 - mmaction - INFO - Epoch [25][840/1997] lr: 7.500e-03, eta: 1 day, 20:08:33, time: 0.975, data_time: 0.002, memory: 8350, top1_acc: 0.5680, top5_acc: 0.8029, loss_cls: 1.8099, loss: 1.8099, grad_norm: 5.1030 2020-10-01 20:00:14,070 - mmaction - INFO - Epoch [25][860/1997] lr: 7.500e-03, eta: 1 day, 20:08:16, time: 1.111, data_time: 0.027, memory: 8350, top1_acc: 0.5810, top5_acc: 0.7943, loss_cls: 1.7826, loss: 1.7826, grad_norm: 5.1655 2020-10-01 20:00:35,392 - mmaction - INFO - Epoch [25][880/1997] lr: 7.500e-03, eta: 1 day, 20:07:56, time: 1.066, data_time: 0.040, memory: 8350, top1_acc: 0.5690, top5_acc: 0.7995, loss_cls: 1.8450, loss: 1.8450, grad_norm: 5.1320 2020-10-01 20:00:55,463 - mmaction - INFO - Epoch [25][900/1997] lr: 7.500e-03, eta: 1 day, 20:07:32, time: 1.004, data_time: 0.137, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8076, loss_cls: 1.8018, loss: 1.8018, grad_norm: 5.2064 2020-10-01 20:01:16,710 - mmaction - INFO - Epoch [25][920/1997] lr: 7.500e-03, eta: 1 day, 20:07:11, time: 1.061, data_time: 0.004, memory: 8350, top1_acc: 0.5771, top5_acc: 0.8042, loss_cls: 1.8126, loss: 1.8126, grad_norm: 5.2463 2020-10-01 20:01:37,091 - mmaction - INFO - Epoch [25][940/1997] lr: 7.500e-03, eta: 1 day, 20:06:48, time: 1.020, data_time: 0.003, memory: 8350, top1_acc: 0.5612, top5_acc: 0.7875, loss_cls: 1.8752, loss: 1.8752, grad_norm: 5.2531 2020-10-01 20:01:57,154 - mmaction - INFO - Epoch [25][960/1997] lr: 7.500e-03, eta: 1 day, 20:06:24, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7974, loss_cls: 1.8609, loss: 1.8609, grad_norm: 5.1906 2020-10-01 20:02:18,686 - mmaction - INFO - Epoch [25][980/1997] lr: 7.500e-03, eta: 1 day, 20:06:04, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7979, loss_cls: 1.8374, loss: 1.8374, grad_norm: 5.2067 2020-10-01 20:02:39,283 - mmaction - INFO - Epoch [25][1000/1997] lr: 7.500e-03, eta: 1 day, 20:05:42, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.5789, top5_acc: 0.7990, loss_cls: 1.8158, loss: 1.8158, grad_norm: 5.1309 2020-10-01 20:03:01,350 - mmaction - INFO - Epoch [25][1020/1997] lr: 7.500e-03, eta: 1 day, 20:05:24, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7979, loss_cls: 1.8391, loss: 1.8391, grad_norm: 5.2155 2020-10-01 20:03:21,804 - mmaction - INFO - Epoch [25][1040/1997] lr: 7.500e-03, eta: 1 day, 20:05:01, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7922, loss_cls: 1.8739, loss: 1.8739, grad_norm: 5.2232 2020-10-01 20:03:43,231 - mmaction - INFO - Epoch [25][1060/1997] lr: 7.500e-03, eta: 1 day, 20:04:41, time: 1.072, data_time: 0.003, memory: 8350, top1_acc: 0.5784, top5_acc: 0.8096, loss_cls: 1.7917, loss: 1.7917, grad_norm: 5.2287 2020-10-01 20:04:04,053 - mmaction - INFO - Epoch [25][1080/1997] lr: 7.500e-03, eta: 1 day, 20:04:19, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.5742, top5_acc: 0.7927, loss_cls: 1.8493, loss: 1.8493, grad_norm: 5.2150 2020-10-01 20:04:25,036 - mmaction - INFO - Epoch [25][1100/1997] lr: 7.500e-03, eta: 1 day, 20:03:58, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5701, top5_acc: 0.7953, loss_cls: 1.8341, loss: 1.8341, grad_norm: 5.1491 2020-10-01 20:04:45,629 - mmaction - INFO - Epoch [25][1120/1997] lr: 7.500e-03, eta: 1 day, 20:03:35, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5818, top5_acc: 0.8023, loss_cls: 1.7969, loss: 1.7969, grad_norm: 5.2024 2020-10-01 20:05:07,251 - mmaction - INFO - Epoch [25][1140/1997] lr: 7.500e-03, eta: 1 day, 20:03:16, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7938, loss_cls: 1.8588, loss: 1.8588, grad_norm: 5.3056 2020-10-01 20:05:28,036 - mmaction - INFO - Epoch [25][1160/1997] lr: 7.500e-03, eta: 1 day, 20:02:54, time: 1.040, data_time: 0.004, memory: 8350, top1_acc: 0.5708, top5_acc: 0.7990, loss_cls: 1.8403, loss: 1.8403, grad_norm: 5.3474 2020-10-01 20:05:49,386 - mmaction - INFO - Epoch [25][1180/1997] lr: 7.500e-03, eta: 1 day, 20:02:34, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5867, top5_acc: 0.7971, loss_cls: 1.8146, loss: 1.8146, grad_norm: 5.2264 2020-10-01 20:06:09,920 - mmaction - INFO - Epoch [25][1200/1997] lr: 7.500e-03, eta: 1 day, 20:02:11, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7932, loss_cls: 1.8633, loss: 1.8633, grad_norm: 5.2526 2020-10-01 20:06:31,945 - mmaction - INFO - Epoch [25][1220/1997] lr: 7.500e-03, eta: 1 day, 20:01:53, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.5745, top5_acc: 0.8005, loss_cls: 1.8022, loss: 1.8022, grad_norm: 5.1845 2020-10-01 20:06:52,088 - mmaction - INFO - Epoch [25][1240/1997] lr: 7.500e-03, eta: 1 day, 20:01:29, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.5685, top5_acc: 0.7997, loss_cls: 1.8438, loss: 1.8438, grad_norm: 5.2573 2020-10-01 20:07:12,692 - mmaction - INFO - Epoch [25][1260/1997] lr: 7.500e-03, eta: 1 day, 20:01:07, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5789, top5_acc: 0.8034, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.1285 2020-10-01 20:07:34,897 - mmaction - INFO - Epoch [25][1280/1997] lr: 7.500e-03, eta: 1 day, 20:00:50, time: 1.113, data_time: 0.004, memory: 8350, top1_acc: 0.5698, top5_acc: 0.8018, loss_cls: 1.8222, loss: 1.8222, grad_norm: 5.2777 2020-10-01 20:07:55,908 - mmaction - INFO - Epoch [25][1300/1997] lr: 7.500e-03, eta: 1 day, 20:00:28, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.8106, loss: 1.8106, grad_norm: 5.2369 2020-10-01 20:08:17,526 - mmaction - INFO - Epoch [25][1320/1997] lr: 7.500e-03, eta: 1 day, 20:00:09, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5734, top5_acc: 0.7951, loss_cls: 1.8289, loss: 1.8289, grad_norm: 5.2125 2020-10-01 20:08:37,999 - mmaction - INFO - Epoch [25][1340/1997] lr: 7.500e-03, eta: 1 day, 19:59:46, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.5539, top5_acc: 0.7919, loss_cls: 1.9293, loss: 1.9293, grad_norm: 5.3327 2020-10-01 20:08:58,532 - mmaction - INFO - Epoch [25][1360/1997] lr: 7.500e-03, eta: 1 day, 19:59:23, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7924, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.2797 2020-10-01 20:09:19,741 - mmaction - INFO - Epoch [25][1380/1997] lr: 7.500e-03, eta: 1 day, 19:59:03, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5763, top5_acc: 0.8104, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.1260 2020-10-01 20:09:40,976 - mmaction - INFO - Epoch [25][1400/1997] lr: 7.500e-03, eta: 1 day, 19:58:42, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5573, top5_acc: 0.7891, loss_cls: 1.8987, loss: 1.8987, grad_norm: 5.2605 2020-10-01 20:10:01,345 - mmaction - INFO - Epoch [25][1420/1997] lr: 7.500e-03, eta: 1 day, 19:58:19, time: 1.019, data_time: 0.277, memory: 8350, top1_acc: 0.5562, top5_acc: 0.7930, loss_cls: 1.9019, loss: 1.9019, grad_norm: 5.1869 2020-10-01 20:10:22,208 - mmaction - INFO - Epoch [25][1440/1997] lr: 7.500e-03, eta: 1 day, 19:57:58, time: 1.043, data_time: 0.320, memory: 8350, top1_acc: 0.5544, top5_acc: 0.7904, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.2863 2020-10-01 20:10:43,200 - mmaction - INFO - Epoch [25][1460/1997] lr: 7.500e-03, eta: 1 day, 19:57:36, time: 1.050, data_time: 0.049, memory: 8350, top1_acc: 0.5625, top5_acc: 0.7997, loss_cls: 1.8223, loss: 1.8223, grad_norm: 5.2564 2020-10-01 20:11:03,164 - mmaction - INFO - Epoch [25][1480/1997] lr: 7.500e-03, eta: 1 day, 19:57:12, time: 0.997, data_time: 0.001, memory: 8350, top1_acc: 0.5727, top5_acc: 0.7990, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.1741 2020-10-01 20:11:24,642 - mmaction - INFO - Epoch [25][1500/1997] lr: 7.500e-03, eta: 1 day, 19:56:52, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5622, top5_acc: 0.7958, loss_cls: 1.8252, loss: 1.8252, grad_norm: 5.2679 2020-10-01 20:11:46,423 - mmaction - INFO - Epoch [25][1520/1997] lr: 7.500e-03, eta: 1 day, 19:56:33, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.5758, top5_acc: 0.8021, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.1815 2020-10-01 20:12:07,531 - mmaction - INFO - Epoch [25][1540/1997] lr: 7.500e-03, eta: 1 day, 19:56:12, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5732, top5_acc: 0.8042, loss_cls: 1.8117, loss: 1.8117, grad_norm: 5.2065 2020-10-01 20:12:26,575 - mmaction - INFO - Epoch [25][1560/1997] lr: 7.500e-03, eta: 1 day, 19:55:45, time: 0.953, data_time: 0.003, memory: 8350, top1_acc: 0.5620, top5_acc: 0.7854, loss_cls: 1.8660, loss: 1.8660, grad_norm: 5.2471 2020-10-01 20:12:48,056 - mmaction - INFO - Epoch [25][1580/1997] lr: 7.500e-03, eta: 1 day, 19:55:25, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5711, top5_acc: 0.7992, loss_cls: 1.8321, loss: 1.8321, grad_norm: 5.2329 2020-10-01 20:13:09,330 - mmaction - INFO - Epoch [25][1600/1997] lr: 7.500e-03, eta: 1 day, 19:55:05, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5708, top5_acc: 0.7951, loss_cls: 1.8318, loss: 1.8318, grad_norm: 5.1775 2020-10-01 20:13:29,870 - mmaction - INFO - Epoch [25][1620/1997] lr: 7.500e-03, eta: 1 day, 19:54:42, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5747, top5_acc: 0.7958, loss_cls: 1.8021, loss: 1.8021, grad_norm: 5.1038 2020-10-01 20:13:50,492 - mmaction - INFO - Epoch [25][1640/1997] lr: 7.500e-03, eta: 1 day, 19:54:20, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7867, loss_cls: 1.8765, loss: 1.8765, grad_norm: 5.2144 2020-10-01 20:14:12,430 - mmaction - INFO - Epoch [25][1660/1997] lr: 7.500e-03, eta: 1 day, 19:54:02, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8083, loss_cls: 1.7680, loss: 1.7680, grad_norm: 5.0540 2020-10-01 20:14:33,024 - mmaction - INFO - Epoch [25][1680/1997] lr: 7.500e-03, eta: 1 day, 19:53:39, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7953, loss_cls: 1.8307, loss: 1.8307, grad_norm: 5.1582 2020-10-01 20:14:53,341 - mmaction - INFO - Epoch [25][1700/1997] lr: 7.500e-03, eta: 1 day, 19:53:16, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.8176, loss: 1.8176, grad_norm: 5.0695 2020-10-01 20:15:13,960 - mmaction - INFO - Epoch [25][1720/1997] lr: 7.500e-03, eta: 1 day, 19:52:53, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5706, top5_acc: 0.7932, loss_cls: 1.8223, loss: 1.8223, grad_norm: 5.1984 2020-10-01 20:15:35,153 - mmaction - INFO - Epoch [25][1740/1997] lr: 7.500e-03, eta: 1 day, 19:52:33, time: 1.060, data_time: 0.004, memory: 8350, top1_acc: 0.5630, top5_acc: 0.7958, loss_cls: 1.8651, loss: 1.8651, grad_norm: 5.2340 2020-10-01 20:15:56,026 - mmaction - INFO - Epoch [25][1760/1997] lr: 7.500e-03, eta: 1 day, 19:52:11, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5766, top5_acc: 0.7935, loss_cls: 1.8222, loss: 1.8222, grad_norm: 5.1762 2020-10-01 20:16:16,204 - mmaction - INFO - Epoch [25][1780/1997] lr: 7.500e-03, eta: 1 day, 19:51:48, time: 1.011, data_time: 0.003, memory: 8350, top1_acc: 0.5776, top5_acc: 0.8016, loss_cls: 1.8231, loss: 1.8231, grad_norm: 5.2157 2020-10-01 20:16:37,561 - mmaction - INFO - Epoch [25][1800/1997] lr: 7.500e-03, eta: 1 day, 19:51:27, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.5898, top5_acc: 0.8016, loss_cls: 1.7836, loss: 1.7836, grad_norm: 5.1085 2020-10-01 20:16:58,772 - mmaction - INFO - Epoch [25][1820/1997] lr: 7.500e-03, eta: 1 day, 19:51:07, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5750, top5_acc: 0.8070, loss_cls: 1.8111, loss: 1.8111, grad_norm: 5.1564 2020-10-01 20:17:19,370 - mmaction - INFO - Epoch [25][1840/1997] lr: 7.500e-03, eta: 1 day, 19:50:44, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5854, top5_acc: 0.7984, loss_cls: 1.8413, loss: 1.8413, grad_norm: 5.2007 2020-10-01 20:17:41,444 - mmaction - INFO - Epoch [25][1860/1997] lr: 7.500e-03, eta: 1 day, 19:50:26, time: 1.105, data_time: 0.003, memory: 8350, top1_acc: 0.5693, top5_acc: 0.7951, loss_cls: 1.8426, loss: 1.8426, grad_norm: 5.2085 2020-10-01 20:18:03,498 - mmaction - INFO - Epoch [25][1880/1997] lr: 7.500e-03, eta: 1 day, 19:50:08, time: 1.102, data_time: 0.001, memory: 8350, top1_acc: 0.5758, top5_acc: 0.7971, loss_cls: 1.8180, loss: 1.8180, grad_norm: 5.1931 2020-10-01 20:18:23,169 - mmaction - INFO - Epoch [25][1900/1997] lr: 7.500e-03, eta: 1 day, 19:49:43, time: 0.984, data_time: 0.002, memory: 8350, top1_acc: 0.5599, top5_acc: 0.7893, loss_cls: 1.8827, loss: 1.8827, grad_norm: 5.2668 2020-10-01 20:18:44,594 - mmaction - INFO - Epoch [25][1920/1997] lr: 7.500e-03, eta: 1 day, 19:49:23, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7958, loss: 1.7958, grad_norm: 5.1428 2020-10-01 20:19:06,048 - mmaction - INFO - Epoch [25][1940/1997] lr: 7.500e-03, eta: 1 day, 19:49:03, time: 1.073, data_time: 0.005, memory: 8350, top1_acc: 0.5604, top5_acc: 0.7844, loss_cls: 1.8657, loss: 1.8657, grad_norm: 5.2907 2020-10-01 20:19:26,142 - mmaction - INFO - Epoch [25][1960/1997] lr: 7.500e-03, eta: 1 day, 19:48:39, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.8501, loss: 1.8501, grad_norm: 5.1701 2020-10-01 20:19:46,362 - mmaction - INFO - Epoch [25][1980/1997] lr: 7.500e-03, eta: 1 day, 19:48:16, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.5693, top5_acc: 0.8018, loss_cls: 1.8263, loss: 1.8263, grad_norm: 5.2375 2020-10-01 20:20:04,561 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-01 20:22:58,185 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 20:22:59,750 - mmaction - INFO - top1_acc 0.6536 top5_acc 0.8709 2020-10-01 20:22:59,750 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 20:22:59,831 - mmaction - INFO - mean_acc 0.6522 2020-10-01 20:22:59,832 - mmaction - INFO - Now best checkpoint is epoch_25.pth 2020-10-01 20:22:59,849 - mmaction - INFO - Epoch(val) [25][1997] top1_acc: 0.6536, top5_acc: 0.8709, mean_class_accuracy: 0.6522 2020-10-01 20:23:41,180 - mmaction - INFO - Epoch [26][20/1997] lr: 7.500e-03, eta: 1 day, 19:47:44, time: 2.065, data_time: 0.912, memory: 8350, top1_acc: 0.5812, top5_acc: 0.8018, loss_cls: 1.8065, loss: 1.8065, grad_norm: 5.0929 2020-10-01 20:24:01,926 - mmaction - INFO - Epoch [26][40/1997] lr: 7.500e-03, eta: 1 day, 19:47:22, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.5766, top5_acc: 0.8052, loss_cls: 1.8067, loss: 1.8067, grad_norm: 5.1908 2020-10-01 20:24:23,447 - mmaction - INFO - Epoch [26][60/1997] lr: 7.500e-03, eta: 1 day, 19:47:02, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5818, top5_acc: 0.7911, loss_cls: 1.8240, loss: 1.8240, grad_norm: 5.1931 2020-10-01 20:24:45,136 - mmaction - INFO - Epoch [26][80/1997] lr: 7.500e-03, eta: 1 day, 19:46:43, time: 1.084, data_time: 0.003, memory: 8350, top1_acc: 0.5750, top5_acc: 0.7974, loss_cls: 1.8331, loss: 1.8331, grad_norm: 5.1355 2020-10-01 20:25:05,814 - mmaction - INFO - Epoch [26][100/1997] lr: 7.500e-03, eta: 1 day, 19:46:21, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.5823, top5_acc: 0.7977, loss_cls: 1.8018, loss: 1.8018, grad_norm: 5.2201 2020-10-01 20:25:26,036 - mmaction - INFO - Epoch [26][120/1997] lr: 7.500e-03, eta: 1 day, 19:45:57, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5901, top5_acc: 0.7979, loss_cls: 1.7748, loss: 1.7748, grad_norm: 5.1622 2020-10-01 20:25:47,511 - mmaction - INFO - Epoch [26][140/1997] lr: 7.500e-03, eta: 1 day, 19:45:37, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.8441, loss: 1.8441, grad_norm: 5.3099 2020-10-01 20:26:07,963 - mmaction - INFO - Epoch [26][160/1997] lr: 7.500e-03, eta: 1 day, 19:45:15, time: 1.023, data_time: 0.003, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8159, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.0345 2020-10-01 20:26:29,158 - mmaction - INFO - Epoch [26][180/1997] lr: 7.500e-03, eta: 1 day, 19:44:54, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8062, loss_cls: 1.7978, loss: 1.7978, grad_norm: 5.1764 2020-10-01 20:26:51,114 - mmaction - INFO - Epoch [26][200/1997] lr: 7.500e-03, eta: 1 day, 19:44:36, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.5701, top5_acc: 0.7927, loss_cls: 1.8445, loss: 1.8445, grad_norm: 5.2119 2020-10-01 20:27:12,237 - mmaction - INFO - Epoch [26][220/1997] lr: 7.500e-03, eta: 1 day, 19:44:15, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5771, top5_acc: 0.7927, loss_cls: 1.8249, loss: 1.8249, grad_norm: 5.2515 2020-10-01 20:27:32,620 - mmaction - INFO - Epoch [26][240/1997] lr: 7.500e-03, eta: 1 day, 19:43:52, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8078, loss_cls: 1.8169, loss: 1.8169, grad_norm: 5.2398 2020-10-01 20:27:53,726 - mmaction - INFO - Epoch [26][260/1997] lr: 7.500e-03, eta: 1 day, 19:43:31, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8008, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.2195 2020-10-01 20:28:15,044 - mmaction - INFO - Epoch [26][280/1997] lr: 7.500e-03, eta: 1 day, 19:43:11, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7891, loss_cls: 1.8563, loss: 1.8563, grad_norm: 5.2558 2020-10-01 20:28:36,046 - mmaction - INFO - Epoch [26][300/1997] lr: 7.500e-03, eta: 1 day, 19:42:49, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5701, top5_acc: 0.7935, loss_cls: 1.8783, loss: 1.8783, grad_norm: 5.1712 2020-10-01 20:28:58,187 - mmaction - INFO - Epoch [26][320/1997] lr: 7.500e-03, eta: 1 day, 19:42:31, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.5734, top5_acc: 0.7924, loss_cls: 1.8277, loss: 1.8277, grad_norm: 5.1845 2020-10-01 20:29:19,525 - mmaction - INFO - Epoch [26][340/1997] lr: 7.500e-03, eta: 1 day, 19:42:11, time: 1.068, data_time: 0.004, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8068, loss_cls: 1.7681, loss: 1.7681, grad_norm: 5.1730 2020-10-01 20:29:39,547 - mmaction - INFO - Epoch [26][360/1997] lr: 7.500e-03, eta: 1 day, 19:41:47, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.5857, top5_acc: 0.8083, loss_cls: 1.7655, loss: 1.7655, grad_norm: 5.0910 2020-10-01 20:29:59,783 - mmaction - INFO - Epoch [26][380/1997] lr: 7.500e-03, eta: 1 day, 19:41:24, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5771, top5_acc: 0.7906, loss_cls: 1.8446, loss: 1.8446, grad_norm: 5.2209 2020-10-01 20:30:21,384 - mmaction - INFO - Epoch [26][400/1997] lr: 7.500e-03, eta: 1 day, 19:41:04, time: 1.078, data_time: 0.011, memory: 8350, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.1672 2020-10-01 20:30:41,409 - mmaction - INFO - Epoch [26][420/1997] lr: 7.500e-03, eta: 1 day, 19:40:40, time: 1.003, data_time: 0.004, memory: 8350, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8949, loss: 1.8949, grad_norm: 5.3381 2020-10-01 20:31:02,748 - mmaction - INFO - Epoch [26][440/1997] lr: 7.500e-03, eta: 1 day, 19:40:20, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8013, loss_cls: 1.7898, loss: 1.7898, grad_norm: 5.1120 2020-10-01 20:31:24,086 - mmaction - INFO - Epoch [26][460/1997] lr: 7.500e-03, eta: 1 day, 19:40:00, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5747, top5_acc: 0.7948, loss_cls: 1.8112, loss: 1.8112, grad_norm: 5.1449 2020-10-01 20:31:44,760 - mmaction - INFO - Epoch [26][480/1997] lr: 7.500e-03, eta: 1 day, 19:39:37, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8049, loss_cls: 1.7767, loss: 1.7767, grad_norm: 5.0957 2020-10-01 20:32:05,947 - mmaction - INFO - Epoch [26][500/1997] lr: 7.500e-03, eta: 1 day, 19:39:17, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8013, loss_cls: 1.7814, loss: 1.7814, grad_norm: 5.2437 2020-10-01 20:32:26,186 - mmaction - INFO - Epoch [26][520/1997] lr: 7.500e-03, eta: 1 day, 19:38:53, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5773, top5_acc: 0.7956, loss_cls: 1.8378, loss: 1.8378, grad_norm: 5.3087 2020-10-01 20:32:47,239 - mmaction - INFO - Epoch [26][540/1997] lr: 7.500e-03, eta: 1 day, 19:38:32, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5599, top5_acc: 0.7940, loss_cls: 1.8363, loss: 1.8363, grad_norm: 5.2492 2020-10-01 20:33:07,994 - mmaction - INFO - Epoch [26][560/1997] lr: 7.500e-03, eta: 1 day, 19:38:10, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.5763, top5_acc: 0.7971, loss_cls: 1.8210, loss: 1.8210, grad_norm: 5.2352 2020-10-01 20:33:29,771 - mmaction - INFO - Epoch [26][580/1997] lr: 7.500e-03, eta: 1 day, 19:37:51, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5669, top5_acc: 0.7893, loss_cls: 1.8409, loss: 1.8409, grad_norm: 5.2349 2020-10-01 20:33:50,388 - mmaction - INFO - Epoch [26][600/1997] lr: 7.500e-03, eta: 1 day, 19:37:29, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7958, loss_cls: 1.8400, loss: 1.8400, grad_norm: 5.2693 2020-10-01 20:34:11,186 - mmaction - INFO - Epoch [26][620/1997] lr: 7.500e-03, eta: 1 day, 19:37:07, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8016, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.2053 2020-10-01 20:34:32,911 - mmaction - INFO - Epoch [26][640/1997] lr: 7.500e-03, eta: 1 day, 19:36:48, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8005, loss_cls: 1.7901, loss: 1.7901, grad_norm: 5.1384 2020-10-01 20:34:53,024 - mmaction - INFO - Epoch [26][660/1997] lr: 7.500e-03, eta: 1 day, 19:36:24, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7906, loss_cls: 1.8342, loss: 1.8342, grad_norm: 5.2475 2020-10-01 20:35:15,127 - mmaction - INFO - Epoch [26][680/1997] lr: 7.500e-03, eta: 1 day, 19:36:06, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.5711, top5_acc: 0.8091, loss_cls: 1.7918, loss: 1.7918, grad_norm: 5.1450 2020-10-01 20:35:35,656 - mmaction - INFO - Epoch [26][700/1997] lr: 7.500e-03, eta: 1 day, 19:35:44, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.8031, loss_cls: 1.7934, loss: 1.7934, grad_norm: 5.0785 2020-10-01 20:35:57,302 - mmaction - INFO - Epoch [26][720/1997] lr: 7.500e-03, eta: 1 day, 19:35:24, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5615, top5_acc: 0.7896, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.2101 2020-10-01 20:36:17,844 - mmaction - INFO - Epoch [26][740/1997] lr: 7.500e-03, eta: 1 day, 19:35:02, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.5727, top5_acc: 0.8013, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.2529 2020-10-01 20:36:40,627 - mmaction - INFO - Epoch [26][760/1997] lr: 7.500e-03, eta: 1 day, 19:34:46, time: 1.140, data_time: 0.003, memory: 8350, top1_acc: 0.5732, top5_acc: 0.7948, loss_cls: 1.8465, loss: 1.8465, grad_norm: 5.2548 2020-10-01 20:37:01,633 - mmaction - INFO - Epoch [26][780/1997] lr: 7.500e-03, eta: 1 day, 19:34:25, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5768, top5_acc: 0.8036, loss_cls: 1.8051, loss: 1.8051, grad_norm: 5.1260 2020-10-01 20:37:23,397 - mmaction - INFO - Epoch [26][800/1997] lr: 7.500e-03, eta: 1 day, 19:34:06, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.5826, top5_acc: 0.7964, loss_cls: 1.8058, loss: 1.8058, grad_norm: 5.1925 2020-10-01 20:37:44,245 - mmaction - INFO - Epoch [26][820/1997] lr: 7.500e-03, eta: 1 day, 19:33:44, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.7987, loss_cls: 1.8181, loss: 1.8181, grad_norm: 5.2439 2020-10-01 20:38:05,391 - mmaction - INFO - Epoch [26][840/1997] lr: 7.500e-03, eta: 1 day, 19:33:23, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.5781, top5_acc: 0.8018, loss_cls: 1.8380, loss: 1.8380, grad_norm: 5.2201 2020-10-01 20:38:25,084 - mmaction - INFO - Epoch [26][860/1997] lr: 7.500e-03, eta: 1 day, 19:32:58, time: 0.984, data_time: 0.001, memory: 8350, top1_acc: 0.5750, top5_acc: 0.7974, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.2268 2020-10-01 20:38:47,029 - mmaction - INFO - Epoch [26][880/1997] lr: 7.500e-03, eta: 1 day, 19:32:40, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7841, loss: 1.7841, grad_norm: 5.1681 2020-10-01 20:39:07,750 - mmaction - INFO - Epoch [26][900/1997] lr: 7.500e-03, eta: 1 day, 19:32:18, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5789, top5_acc: 0.7995, loss_cls: 1.8051, loss: 1.8051, grad_norm: 5.1468 2020-10-01 20:39:28,618 - mmaction - INFO - Epoch [26][920/1997] lr: 7.500e-03, eta: 1 day, 19:31:56, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5690, top5_acc: 0.7938, loss_cls: 1.8733, loss: 1.8733, grad_norm: 5.2346 2020-10-01 20:39:49,169 - mmaction - INFO - Epoch [26][940/1997] lr: 7.500e-03, eta: 1 day, 19:31:34, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.5763, top5_acc: 0.7964, loss_cls: 1.8301, loss: 1.8301, grad_norm: 5.2397 2020-10-01 20:40:10,709 - mmaction - INFO - Epoch [26][960/1997] lr: 7.500e-03, eta: 1 day, 19:31:14, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5698, top5_acc: 0.7951, loss_cls: 1.8681, loss: 1.8681, grad_norm: 5.2278 2020-10-01 20:40:32,525 - mmaction - INFO - Epoch [26][980/1997] lr: 7.500e-03, eta: 1 day, 19:30:55, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7969, loss_cls: 1.8487, loss: 1.8487, grad_norm: 5.2381 2020-10-01 20:40:53,061 - mmaction - INFO - Epoch [26][1000/1997] lr: 7.500e-03, eta: 1 day, 19:30:32, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.5727, top5_acc: 0.7888, loss_cls: 1.8705, loss: 1.8705, grad_norm: 5.2542 2020-10-01 20:41:14,415 - mmaction - INFO - Epoch [26][1020/1997] lr: 7.500e-03, eta: 1 day, 19:30:12, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5742, top5_acc: 0.8026, loss_cls: 1.8227, loss: 1.8227, grad_norm: 5.2640 2020-10-01 20:41:35,613 - mmaction - INFO - Epoch [26][1040/1997] lr: 7.500e-03, eta: 1 day, 19:29:52, time: 1.061, data_time: 0.003, memory: 8350, top1_acc: 0.5656, top5_acc: 0.7990, loss_cls: 1.8261, loss: 1.8261, grad_norm: 5.3055 2020-10-01 20:41:55,813 - mmaction - INFO - Epoch [26][1060/1997] lr: 7.500e-03, eta: 1 day, 19:29:28, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5698, top5_acc: 0.7992, loss_cls: 1.8362, loss: 1.8362, grad_norm: 5.3508 2020-10-01 20:42:17,005 - mmaction - INFO - Epoch [26][1080/1997] lr: 7.500e-03, eta: 1 day, 19:29:07, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.5740, top5_acc: 0.7966, loss_cls: 1.8283, loss: 1.8283, grad_norm: 5.2179 2020-10-01 20:42:38,104 - mmaction - INFO - Epoch [26][1100/1997] lr: 7.500e-03, eta: 1 day, 19:28:46, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5688, top5_acc: 0.8039, loss_cls: 1.7955, loss: 1.7955, grad_norm: 5.2535 2020-10-01 20:42:59,464 - mmaction - INFO - Epoch [26][1120/1997] lr: 7.500e-03, eta: 1 day, 19:28:26, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.5609, top5_acc: 0.7938, loss_cls: 1.8707, loss: 1.8707, grad_norm: 5.3131 2020-10-01 20:43:19,724 - mmaction - INFO - Epoch [26][1140/1997] lr: 7.500e-03, eta: 1 day, 19:28:03, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.7979, loss_cls: 1.8365, loss: 1.8365, grad_norm: 5.2517 2020-10-01 20:43:40,552 - mmaction - INFO - Epoch [26][1160/1997] lr: 7.500e-03, eta: 1 day, 19:27:41, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.5727, top5_acc: 0.7893, loss_cls: 1.8614, loss: 1.8614, grad_norm: 5.2461 2020-10-01 20:44:01,760 - mmaction - INFO - Epoch [26][1180/1997] lr: 7.500e-03, eta: 1 day, 19:27:21, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7849, loss_cls: 1.8706, loss: 1.8706, grad_norm: 5.2008 2020-10-01 20:44:22,667 - mmaction - INFO - Epoch [26][1200/1997] lr: 7.500e-03, eta: 1 day, 19:26:59, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.5635, top5_acc: 0.7922, loss_cls: 1.8483, loss: 1.8483, grad_norm: 5.0823 2020-10-01 20:44:43,314 - mmaction - INFO - Epoch [26][1220/1997] lr: 7.500e-03, eta: 1 day, 19:26:37, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.8442, loss: 1.8442, grad_norm: 5.2067 2020-10-01 20:45:04,284 - mmaction - INFO - Epoch [26][1240/1997] lr: 7.500e-03, eta: 1 day, 19:26:16, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.5831, top5_acc: 0.8083, loss_cls: 1.7932, loss: 1.7932, grad_norm: 5.1580 2020-10-01 20:45:25,260 - mmaction - INFO - Epoch [26][1260/1997] lr: 7.500e-03, eta: 1 day, 19:25:54, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7575, loss: 1.7575, grad_norm: 5.1587 2020-10-01 20:45:46,920 - mmaction - INFO - Epoch [26][1280/1997] lr: 7.500e-03, eta: 1 day, 19:25:35, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5656, top5_acc: 0.8060, loss_cls: 1.8406, loss: 1.8406, grad_norm: 5.3858 2020-10-01 20:46:08,098 - mmaction - INFO - Epoch [26][1300/1997] lr: 7.500e-03, eta: 1 day, 19:25:14, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.5669, top5_acc: 0.8029, loss_cls: 1.8102, loss: 1.8102, grad_norm: 5.2739 2020-10-01 20:46:28,186 - mmaction - INFO - Epoch [26][1320/1997] lr: 7.500e-03, eta: 1 day, 19:24:50, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5859, top5_acc: 0.7982, loss_cls: 1.8143, loss: 1.8143, grad_norm: 5.1882 2020-10-01 20:46:48,794 - mmaction - INFO - Epoch [26][1340/1997] lr: 7.500e-03, eta: 1 day, 19:24:28, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.5578, top5_acc: 0.7943, loss_cls: 1.8473, loss: 1.8473, grad_norm: 5.1787 2020-10-01 20:47:10,608 - mmaction - INFO - Epoch [26][1360/1997] lr: 7.500e-03, eta: 1 day, 19:24:09, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5562, top5_acc: 0.7880, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.3162 2020-10-01 20:47:31,748 - mmaction - INFO - Epoch [26][1380/1997] lr: 7.500e-03, eta: 1 day, 19:23:48, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8034, loss_cls: 1.7925, loss: 1.7925, grad_norm: 5.0764 2020-10-01 20:47:51,177 - mmaction - INFO - Epoch [26][1400/1997] lr: 7.500e-03, eta: 1 day, 19:23:23, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.5695, top5_acc: 0.7964, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.2202 2020-10-01 20:48:12,714 - mmaction - INFO - Epoch [26][1420/1997] lr: 7.500e-03, eta: 1 day, 19:23:03, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5607, top5_acc: 0.7945, loss_cls: 1.8595, loss: 1.8595, grad_norm: 5.2722 2020-10-01 20:48:33,113 - mmaction - INFO - Epoch [26][1440/1997] lr: 7.500e-03, eta: 1 day, 19:22:40, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8070, loss_cls: 1.7773, loss: 1.7773, grad_norm: 5.2862 2020-10-01 20:48:53,414 - mmaction - INFO - Epoch [26][1460/1997] lr: 7.500e-03, eta: 1 day, 19:22:17, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.2342 2020-10-01 20:49:15,028 - mmaction - INFO - Epoch [26][1480/1997] lr: 7.500e-03, eta: 1 day, 19:21:57, time: 1.081, data_time: 0.003, memory: 8350, top1_acc: 0.5833, top5_acc: 0.7969, loss_cls: 1.8144, loss: 1.8144, grad_norm: 5.0888 2020-10-01 20:49:36,139 - mmaction - INFO - Epoch [26][1500/1997] lr: 7.500e-03, eta: 1 day, 19:21:36, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5805, top5_acc: 0.8021, loss_cls: 1.8064, loss: 1.8064, grad_norm: 5.2639 2020-10-01 20:49:56,920 - mmaction - INFO - Epoch [26][1520/1997] lr: 7.500e-03, eta: 1 day, 19:21:15, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5688, top5_acc: 0.7935, loss_cls: 1.8617, loss: 1.8617, grad_norm: 5.3174 2020-10-01 20:50:17,678 - mmaction - INFO - Epoch [26][1540/1997] lr: 7.500e-03, eta: 1 day, 19:20:53, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5674, top5_acc: 0.7927, loss_cls: 1.8551, loss: 1.8551, grad_norm: 5.2593 2020-10-01 20:50:38,696 - mmaction - INFO - Epoch [26][1560/1997] lr: 7.500e-03, eta: 1 day, 19:20:31, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.5755, top5_acc: 0.7961, loss_cls: 1.8255, loss: 1.8255, grad_norm: 5.1738 2020-10-01 20:50:58,755 - mmaction - INFO - Epoch [26][1580/1997] lr: 7.500e-03, eta: 1 day, 19:20:08, time: 1.003, data_time: 0.016, memory: 8350, top1_acc: 0.5706, top5_acc: 0.8055, loss_cls: 1.8160, loss: 1.8160, grad_norm: 5.2174 2020-10-01 20:51:20,056 - mmaction - INFO - Epoch [26][1600/1997] lr: 7.500e-03, eta: 1 day, 19:19:47, time: 1.064, data_time: 0.008, memory: 8350, top1_acc: 0.5807, top5_acc: 0.8018, loss_cls: 1.8007, loss: 1.8007, grad_norm: 5.2026 2020-10-01 20:51:41,288 - mmaction - INFO - Epoch [26][1620/1997] lr: 7.500e-03, eta: 1 day, 19:19:27, time: 1.063, data_time: 0.003, memory: 8350, top1_acc: 0.5818, top5_acc: 0.8003, loss_cls: 1.8011, loss: 1.8011, grad_norm: 5.1389 2020-10-01 20:52:01,499 - mmaction - INFO - Epoch [26][1640/1997] lr: 7.500e-03, eta: 1 day, 19:19:03, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5747, top5_acc: 0.8003, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.0820 2020-10-01 20:52:22,805 - mmaction - INFO - Epoch [26][1660/1997] lr: 7.500e-03, eta: 1 day, 19:18:43, time: 1.064, data_time: 0.062, memory: 8350, top1_acc: 0.5695, top5_acc: 0.7924, loss_cls: 1.8303, loss: 1.8303, grad_norm: 5.1881 2020-10-01 20:52:44,042 - mmaction - INFO - Epoch [26][1680/1997] lr: 7.500e-03, eta: 1 day, 19:18:22, time: 1.062, data_time: 0.070, memory: 8350, top1_acc: 0.5630, top5_acc: 0.8000, loss_cls: 1.8379, loss: 1.8379, grad_norm: 5.2383 2020-10-01 20:53:04,284 - mmaction - INFO - Epoch [26][1700/1997] lr: 7.500e-03, eta: 1 day, 19:17:59, time: 1.012, data_time: 0.078, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8029, loss_cls: 1.7791, loss: 1.7791, grad_norm: 5.0711 2020-10-01 20:53:25,466 - mmaction - INFO - Epoch [26][1720/1997] lr: 7.500e-03, eta: 1 day, 19:17:38, time: 1.059, data_time: 0.076, memory: 8350, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.0576 2020-10-01 20:53:47,006 - mmaction - INFO - Epoch [26][1740/1997] lr: 7.500e-03, eta: 1 day, 19:17:19, time: 1.077, data_time: 0.232, memory: 8350, top1_acc: 0.5771, top5_acc: 0.8016, loss_cls: 1.8216, loss: 1.8216, grad_norm: 5.2842 2020-10-01 20:54:08,385 - mmaction - INFO - Epoch [26][1760/1997] lr: 7.500e-03, eta: 1 day, 19:16:59, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.5685, top5_acc: 0.7812, loss_cls: 1.8744, loss: 1.8744, grad_norm: 5.3107 2020-10-01 20:54:29,171 - mmaction - INFO - Epoch [26][1780/1997] lr: 7.500e-03, eta: 1 day, 19:16:37, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5625, top5_acc: 0.7865, loss_cls: 1.8791, loss: 1.8791, grad_norm: 5.2691 2020-10-01 20:54:49,318 - mmaction - INFO - Epoch [26][1800/1997] lr: 7.500e-03, eta: 1 day, 19:16:13, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.5641, top5_acc: 0.7940, loss_cls: 1.8730, loss: 1.8730, grad_norm: 5.4155 2020-10-01 20:55:12,038 - mmaction - INFO - Epoch [26][1820/1997] lr: 7.500e-03, eta: 1 day, 19:15:57, time: 1.137, data_time: 0.002, memory: 8350, top1_acc: 0.5823, top5_acc: 0.7992, loss_cls: 1.8001, loss: 1.8001, grad_norm: 5.1596 2020-10-01 20:55:32,272 - mmaction - INFO - Epoch [26][1840/1997] lr: 7.500e-03, eta: 1 day, 19:15:33, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5740, top5_acc: 0.7958, loss_cls: 1.8297, loss: 1.8297, grad_norm: 5.2895 2020-10-01 20:55:51,969 - mmaction - INFO - Epoch [26][1860/1997] lr: 7.500e-03, eta: 1 day, 19:15:08, time: 0.984, data_time: 0.001, memory: 8350, top1_acc: 0.5549, top5_acc: 0.7862, loss_cls: 1.8954, loss: 1.8954, grad_norm: 5.3298 2020-10-01 20:56:13,304 - mmaction - INFO - Epoch [26][1880/1997] lr: 7.500e-03, eta: 1 day, 19:14:48, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5732, top5_acc: 0.8005, loss_cls: 1.8243, loss: 1.8243, grad_norm: 5.1936 2020-10-01 20:56:34,315 - mmaction - INFO - Epoch [26][1900/1997] lr: 7.500e-03, eta: 1 day, 19:14:27, time: 1.049, data_time: 0.277, memory: 8350, top1_acc: 0.5779, top5_acc: 0.7940, loss_cls: 1.8285, loss: 1.8285, grad_norm: 5.1813 2020-10-01 20:56:55,658 - mmaction - INFO - Epoch [26][1920/1997] lr: 7.500e-03, eta: 1 day, 19:14:07, time: 1.068, data_time: 0.274, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8044, loss_cls: 1.8012, loss: 1.8012, grad_norm: 5.1934 2020-10-01 20:57:16,694 - mmaction - INFO - Epoch [26][1940/1997] lr: 7.500e-03, eta: 1 day, 19:13:46, time: 1.051, data_time: 0.344, memory: 8350, top1_acc: 0.5706, top5_acc: 0.7935, loss_cls: 1.8337, loss: 1.8337, grad_norm: 5.2132 2020-10-01 20:57:38,107 - mmaction - INFO - Epoch [26][1960/1997] lr: 7.500e-03, eta: 1 day, 19:13:26, time: 1.070, data_time: 0.429, memory: 8350, top1_acc: 0.5763, top5_acc: 0.7964, loss_cls: 1.8094, loss: 1.8094, grad_norm: 5.1499 2020-10-01 20:57:58,752 - mmaction - INFO - Epoch [26][1980/1997] lr: 7.500e-03, eta: 1 day, 19:13:03, time: 1.034, data_time: 0.417, memory: 8350, top1_acc: 0.5823, top5_acc: 0.7987, loss_cls: 1.7978, loss: 1.7978, grad_norm: 5.2118 2020-10-01 20:58:16,557 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-10-01 20:59:02,000 - mmaction - INFO - Epoch [27][20/1997] lr: 7.500e-03, eta: 1 day, 19:12:40, time: 2.229, data_time: 1.123, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8047, loss_cls: 1.7998, loss: 1.7998, grad_norm: 5.2094 2020-10-01 20:59:23,606 - mmaction - INFO - Epoch [27][40/1997] lr: 7.500e-03, eta: 1 day, 19:12:21, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.5823, top5_acc: 0.8091, loss_cls: 1.7768, loss: 1.7768, grad_norm: 5.1618 2020-10-01 20:59:44,705 - mmaction - INFO - Epoch [27][60/1997] lr: 7.500e-03, eta: 1 day, 19:12:00, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5893, top5_acc: 0.8128, loss_cls: 1.7713, loss: 1.7713, grad_norm: 5.2379 2020-10-01 21:00:06,430 - mmaction - INFO - Epoch [27][80/1997] lr: 7.500e-03, eta: 1 day, 19:11:41, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8042, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.1413 2020-10-01 21:00:27,088 - mmaction - INFO - Epoch [27][100/1997] lr: 7.500e-03, eta: 1 day, 19:11:19, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5815, top5_acc: 0.7909, loss_cls: 1.8162, loss: 1.8162, grad_norm: 5.0803 2020-10-01 21:00:47,511 - mmaction - INFO - Epoch [27][120/1997] lr: 7.500e-03, eta: 1 day, 19:10:56, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5724, top5_acc: 0.8120, loss_cls: 1.7711, loss: 1.7711, grad_norm: 5.2197 2020-10-01 21:01:09,719 - mmaction - INFO - Epoch [27][140/1997] lr: 7.500e-03, eta: 1 day, 19:10:38, time: 1.110, data_time: 0.004, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7875, loss_cls: 1.8467, loss: 1.8467, grad_norm: 5.2626 2020-10-01 21:01:30,776 - mmaction - INFO - Epoch [27][160/1997] lr: 7.500e-03, eta: 1 day, 19:10:17, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.8159, loss: 1.8159, grad_norm: 5.2301 2020-10-01 21:01:52,009 - mmaction - INFO - Epoch [27][180/1997] lr: 7.500e-03, eta: 1 day, 19:09:56, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.8447, loss: 1.8447, grad_norm: 5.2110 2020-10-01 21:02:12,088 - mmaction - INFO - Epoch [27][200/1997] lr: 7.500e-03, eta: 1 day, 19:09:33, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8102, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.1121 2020-10-01 21:02:33,866 - mmaction - INFO - Epoch [27][220/1997] lr: 7.500e-03, eta: 1 day, 19:09:14, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.5841, top5_acc: 0.8034, loss_cls: 1.7852, loss: 1.7852, grad_norm: 5.1916 2020-10-01 21:02:55,070 - mmaction - INFO - Epoch [27][240/1997] lr: 7.500e-03, eta: 1 day, 19:08:53, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5758, top5_acc: 0.7992, loss_cls: 1.8078, loss: 1.8078, grad_norm: 5.0867 2020-10-01 21:03:16,247 - mmaction - INFO - Epoch [27][260/1997] lr: 7.500e-03, eta: 1 day, 19:08:32, time: 1.058, data_time: 0.161, memory: 8350, top1_acc: 0.5729, top5_acc: 0.8008, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.1655 2020-10-01 21:03:37,554 - mmaction - INFO - Epoch [27][280/1997] lr: 7.500e-03, eta: 1 day, 19:08:12, time: 1.066, data_time: 0.307, memory: 8350, top1_acc: 0.5779, top5_acc: 0.8073, loss_cls: 1.7902, loss: 1.7902, grad_norm: 5.1474 2020-10-01 21:03:58,607 - mmaction - INFO - Epoch [27][300/1997] lr: 7.500e-03, eta: 1 day, 19:07:51, time: 1.053, data_time: 0.233, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8104, loss_cls: 1.7594, loss: 1.7594, grad_norm: 5.1422 2020-10-01 21:04:19,198 - mmaction - INFO - Epoch [27][320/1997] lr: 7.500e-03, eta: 1 day, 19:07:28, time: 1.029, data_time: 0.068, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8063, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.0680 2020-10-01 21:04:39,465 - mmaction - INFO - Epoch [27][340/1997] lr: 7.500e-03, eta: 1 day, 19:07:05, time: 1.014, data_time: 0.201, memory: 8350, top1_acc: 0.5773, top5_acc: 0.7995, loss_cls: 1.8208, loss: 1.8208, grad_norm: 5.3343 2020-10-01 21:05:00,869 - mmaction - INFO - Epoch [27][360/1997] lr: 7.500e-03, eta: 1 day, 19:06:45, time: 1.070, data_time: 0.105, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8008, loss_cls: 1.7913, loss: 1.7913, grad_norm: 5.1903 2020-10-01 21:05:22,175 - mmaction - INFO - Epoch [27][380/1997] lr: 7.500e-03, eta: 1 day, 19:06:25, time: 1.065, data_time: 0.169, memory: 8350, top1_acc: 0.5776, top5_acc: 0.8034, loss_cls: 1.8161, loss: 1.8161, grad_norm: 5.2420 2020-10-01 21:05:43,115 - mmaction - INFO - Epoch [27][400/1997] lr: 7.500e-03, eta: 1 day, 19:06:03, time: 1.047, data_time: 0.039, memory: 8350, top1_acc: 0.5760, top5_acc: 0.8122, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.2226 2020-10-01 21:06:04,566 - mmaction - INFO - Epoch [27][420/1997] lr: 7.500e-03, eta: 1 day, 19:05:43, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.5656, top5_acc: 0.7893, loss_cls: 1.8515, loss: 1.8515, grad_norm: 5.2512 2020-10-01 21:06:23,921 - mmaction - INFO - Epoch [27][440/1997] lr: 7.500e-03, eta: 1 day, 19:05:17, time: 0.968, data_time: 0.002, memory: 8350, top1_acc: 0.5742, top5_acc: 0.7958, loss_cls: 1.8059, loss: 1.8059, grad_norm: 5.0819 2020-10-01 21:06:46,328 - mmaction - INFO - Epoch [27][460/1997] lr: 7.500e-03, eta: 1 day, 19:05:00, time: 1.121, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8096, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.1123 2020-10-01 21:07:08,773 - mmaction - INFO - Epoch [27][480/1997] lr: 7.500e-03, eta: 1 day, 19:04:43, time: 1.122, data_time: 0.001, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8096, loss_cls: 1.7622, loss: 1.7622, grad_norm: 5.1381 2020-10-01 21:07:28,330 - mmaction - INFO - Epoch [27][500/1997] lr: 7.500e-03, eta: 1 day, 19:04:18, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.5766, top5_acc: 0.7971, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.1229 2020-10-01 21:07:50,467 - mmaction - INFO - Epoch [27][520/1997] lr: 7.500e-03, eta: 1 day, 19:04:00, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.5719, top5_acc: 0.8078, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.2765 2020-10-01 21:08:12,024 - mmaction - INFO - Epoch [27][540/1997] lr: 7.500e-03, eta: 1 day, 19:03:40, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.8130, loss: 1.8130, grad_norm: 5.1415 2020-10-01 21:08:31,411 - mmaction - INFO - Epoch [27][560/1997] lr: 7.500e-03, eta: 1 day, 19:03:14, time: 0.969, data_time: 0.001, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8068, loss_cls: 1.7859, loss: 1.7859, grad_norm: 5.1347 2020-10-01 21:08:53,149 - mmaction - INFO - Epoch [27][580/1997] lr: 7.500e-03, eta: 1 day, 19:02:55, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5596, top5_acc: 0.7857, loss_cls: 1.8844, loss: 1.8844, grad_norm: 5.2970 2020-10-01 21:09:14,649 - mmaction - INFO - Epoch [27][600/1997] lr: 7.500e-03, eta: 1 day, 19:02:35, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.5773, top5_acc: 0.7958, loss_cls: 1.8156, loss: 1.8156, grad_norm: 5.4231 2020-10-01 21:09:35,518 - mmaction - INFO - Epoch [27][620/1997] lr: 7.500e-03, eta: 1 day, 19:02:14, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8003, loss_cls: 1.8061, loss: 1.8061, grad_norm: 5.3223 2020-10-01 21:09:56,212 - mmaction - INFO - Epoch [27][640/1997] lr: 7.500e-03, eta: 1 day, 19:01:52, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.5812, top5_acc: 0.7919, loss_cls: 1.8145, loss: 1.8145, grad_norm: 5.2663 2020-10-01 21:10:16,371 - mmaction - INFO - Epoch [27][660/1997] lr: 7.500e-03, eta: 1 day, 19:01:28, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5745, top5_acc: 0.8023, loss_cls: 1.8020, loss: 1.8020, grad_norm: 5.1820 2020-10-01 21:10:37,422 - mmaction - INFO - Epoch [27][680/1997] lr: 7.500e-03, eta: 1 day, 19:01:07, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5698, top5_acc: 0.7945, loss_cls: 1.8372, loss: 1.8372, grad_norm: 5.1901 2020-10-01 21:10:58,635 - mmaction - INFO - Epoch [27][700/1997] lr: 7.500e-03, eta: 1 day, 19:00:47, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.5802, top5_acc: 0.8078, loss_cls: 1.7882, loss: 1.7882, grad_norm: 5.2812 2020-10-01 21:11:19,325 - mmaction - INFO - Epoch [27][720/1997] lr: 7.500e-03, eta: 1 day, 19:00:24, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5745, top5_acc: 0.7958, loss_cls: 1.8286, loss: 1.8286, grad_norm: 5.2219 2020-10-01 21:11:40,726 - mmaction - INFO - Epoch [27][740/1997] lr: 7.500e-03, eta: 1 day, 19:00:04, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8065, loss_cls: 1.7607, loss: 1.7607, grad_norm: 5.1654 2020-10-01 21:12:01,309 - mmaction - INFO - Epoch [27][760/1997] lr: 7.500e-03, eta: 1 day, 18:59:42, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5781, top5_acc: 0.8076, loss_cls: 1.7811, loss: 1.7811, grad_norm: 5.1851 2020-10-01 21:12:23,378 - mmaction - INFO - Epoch [27][780/1997] lr: 7.500e-03, eta: 1 day, 18:59:24, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.5818, top5_acc: 0.8003, loss_cls: 1.8229, loss: 1.8229, grad_norm: 5.2161 2020-10-01 21:12:44,924 - mmaction - INFO - Epoch [27][800/1997] lr: 7.500e-03, eta: 1 day, 18:59:04, time: 1.079, data_time: 0.004, memory: 8350, top1_acc: 0.5776, top5_acc: 0.8039, loss_cls: 1.8113, loss: 1.8113, grad_norm: 5.1712 2020-10-01 21:13:03,734 - mmaction - INFO - Epoch [27][820/1997] lr: 7.500e-03, eta: 1 day, 18:58:37, time: 0.941, data_time: 0.002, memory: 8350, top1_acc: 0.5826, top5_acc: 0.7937, loss_cls: 1.8066, loss: 1.8066, grad_norm: 5.1706 2020-10-01 21:13:25,159 - mmaction - INFO - Epoch [27][840/1997] lr: 7.500e-03, eta: 1 day, 18:58:17, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8034, loss_cls: 1.7617, loss: 1.7617, grad_norm: 5.1709 2020-10-01 21:13:46,228 - mmaction - INFO - Epoch [27][860/1997] lr: 7.500e-03, eta: 1 day, 18:57:56, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.5643, top5_acc: 0.7966, loss_cls: 1.8447, loss: 1.8447, grad_norm: 5.3010 2020-10-01 21:14:06,926 - mmaction - INFO - Epoch [27][880/1997] lr: 7.500e-03, eta: 1 day, 18:57:34, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.5628, top5_acc: 0.7940, loss_cls: 1.8364, loss: 1.8364, grad_norm: 5.2638 2020-10-01 21:14:28,123 - mmaction - INFO - Epoch [27][900/1997] lr: 7.500e-03, eta: 1 day, 18:57:13, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.5807, top5_acc: 0.7997, loss_cls: 1.8196, loss: 1.8196, grad_norm: 5.2963 2020-10-01 21:14:48,527 - mmaction - INFO - Epoch [27][920/1997] lr: 7.500e-03, eta: 1 day, 18:56:50, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5747, top5_acc: 0.8010, loss_cls: 1.8149, loss: 1.8149, grad_norm: 5.2921 2020-10-01 21:15:10,525 - mmaction - INFO - Epoch [27][940/1997] lr: 7.500e-03, eta: 1 day, 18:56:32, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.5742, top5_acc: 0.7943, loss_cls: 1.8560, loss: 1.8560, grad_norm: 5.2549 2020-10-01 21:15:31,918 - mmaction - INFO - Epoch [27][960/1997] lr: 7.500e-03, eta: 1 day, 18:56:12, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8049, loss_cls: 1.7945, loss: 1.7945, grad_norm: 5.2420 2020-10-01 21:15:51,579 - mmaction - INFO - Epoch [27][980/1997] lr: 7.500e-03, eta: 1 day, 18:55:47, time: 0.983, data_time: 0.001, memory: 8350, top1_acc: 0.5784, top5_acc: 0.7995, loss_cls: 1.7993, loss: 1.7993, grad_norm: 5.2269 2020-10-01 21:16:13,130 - mmaction - INFO - Epoch [27][1000/1997] lr: 7.500e-03, eta: 1 day, 18:55:27, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5789, top5_acc: 0.8036, loss_cls: 1.7914, loss: 1.7914, grad_norm: 5.2182 2020-10-01 21:16:33,256 - mmaction - INFO - Epoch [27][1020/1997] lr: 7.500e-03, eta: 1 day, 18:55:03, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.5937, top5_acc: 0.7982, loss_cls: 1.7929, loss: 1.7929, grad_norm: 5.1285 2020-10-01 21:16:55,226 - mmaction - INFO - Epoch [27][1040/1997] lr: 7.500e-03, eta: 1 day, 18:54:45, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.5763, top5_acc: 0.7849, loss_cls: 1.8573, loss: 1.8573, grad_norm: 5.2314 2020-10-01 21:17:17,189 - mmaction - INFO - Epoch [27][1060/1997] lr: 7.500e-03, eta: 1 day, 18:54:26, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.5643, top5_acc: 0.8021, loss_cls: 1.8174, loss: 1.8174, grad_norm: 5.2438 2020-10-01 21:17:38,552 - mmaction - INFO - Epoch [27][1080/1997] lr: 7.500e-03, eta: 1 day, 18:54:06, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5599, top5_acc: 0.7898, loss_cls: 1.8840, loss: 1.8840, grad_norm: 5.3939 2020-10-01 21:17:59,017 - mmaction - INFO - Epoch [27][1100/1997] lr: 7.500e-03, eta: 1 day, 18:53:43, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5727, top5_acc: 0.7919, loss_cls: 1.8480, loss: 1.8480, grad_norm: 5.2189 2020-10-01 21:18:20,340 - mmaction - INFO - Epoch [27][1120/1997] lr: 7.500e-03, eta: 1 day, 18:53:23, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.5810, top5_acc: 0.7997, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.1900 2020-10-01 21:18:42,205 - mmaction - INFO - Epoch [27][1140/1997] lr: 7.500e-03, eta: 1 day, 18:53:04, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7896, loss_cls: 1.8784, loss: 1.8784, grad_norm: 5.1625 2020-10-01 21:19:02,729 - mmaction - INFO - Epoch [27][1160/1997] lr: 7.500e-03, eta: 1 day, 18:52:42, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.5763, top5_acc: 0.8112, loss_cls: 1.7664, loss: 1.7664, grad_norm: 5.2642 2020-10-01 21:19:23,432 - mmaction - INFO - Epoch [27][1180/1997] lr: 7.500e-03, eta: 1 day, 18:52:20, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.5888, top5_acc: 0.8091, loss_cls: 1.7512, loss: 1.7512, grad_norm: 5.2598 2020-10-01 21:19:45,506 - mmaction - INFO - Epoch [27][1200/1997] lr: 7.500e-03, eta: 1 day, 18:52:01, time: 1.105, data_time: 0.003, memory: 8350, top1_acc: 0.5789, top5_acc: 0.8057, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.2373 2020-10-01 21:20:04,667 - mmaction - INFO - Epoch [27][1220/1997] lr: 7.500e-03, eta: 1 day, 18:51:35, time: 0.959, data_time: 0.001, memory: 8350, top1_acc: 0.5820, top5_acc: 0.7948, loss_cls: 1.8142, loss: 1.8142, grad_norm: 5.1554 2020-10-01 21:20:26,561 - mmaction - INFO - Epoch [27][1240/1997] lr: 7.500e-03, eta: 1 day, 18:51:16, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.7992, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.1553 2020-10-01 21:20:47,470 - mmaction - INFO - Epoch [27][1260/1997] lr: 7.500e-03, eta: 1 day, 18:50:55, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8109, loss_cls: 1.7665, loss: 1.7665, grad_norm: 5.1600 2020-10-01 21:21:08,185 - mmaction - INFO - Epoch [27][1280/1997] lr: 7.500e-03, eta: 1 day, 18:50:33, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5695, top5_acc: 0.7932, loss_cls: 1.8664, loss: 1.8664, grad_norm: 5.2735 2020-10-01 21:21:30,101 - mmaction - INFO - Epoch [27][1300/1997] lr: 7.500e-03, eta: 1 day, 18:50:14, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5750, top5_acc: 0.8029, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.2108 2020-10-01 21:21:51,145 - mmaction - INFO - Epoch [27][1320/1997] lr: 7.500e-03, eta: 1 day, 18:49:53, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.5698, top5_acc: 0.8013, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.2117 2020-10-01 21:22:11,438 - mmaction - INFO - Epoch [27][1340/1997] lr: 7.500e-03, eta: 1 day, 18:49:30, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8057, loss_cls: 1.7846, loss: 1.7846, grad_norm: 5.2184 2020-10-01 21:22:32,520 - mmaction - INFO - Epoch [27][1360/1997] lr: 7.500e-03, eta: 1 day, 18:49:09, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8102, loss_cls: 1.7392, loss: 1.7392, grad_norm: 5.2063 2020-10-01 21:22:53,709 - mmaction - INFO - Epoch [27][1380/1997] lr: 7.500e-03, eta: 1 day, 18:48:48, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5779, top5_acc: 0.8010, loss_cls: 1.7903, loss: 1.7903, grad_norm: 5.3200 2020-10-01 21:23:15,341 - mmaction - INFO - Epoch [27][1400/1997] lr: 7.500e-03, eta: 1 day, 18:48:29, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7935, loss_cls: 1.8879, loss: 1.8879, grad_norm: 5.4509 2020-10-01 21:23:36,183 - mmaction - INFO - Epoch [27][1420/1997] lr: 7.500e-03, eta: 1 day, 18:48:07, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5615, top5_acc: 0.7891, loss_cls: 1.8809, loss: 1.8809, grad_norm: 5.2165 2020-10-01 21:23:57,126 - mmaction - INFO - Epoch [27][1440/1997] lr: 7.500e-03, eta: 1 day, 18:47:46, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5776, top5_acc: 0.7987, loss_cls: 1.8466, loss: 1.8466, grad_norm: 5.2755 2020-10-01 21:24:18,155 - mmaction - INFO - Epoch [27][1460/1997] lr: 7.500e-03, eta: 1 day, 18:47:25, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7937, loss_cls: 1.8629, loss: 1.8629, grad_norm: 5.2757 2020-10-01 21:24:38,278 - mmaction - INFO - Epoch [27][1480/1997] lr: 7.500e-03, eta: 1 day, 18:47:01, time: 1.006, data_time: 0.003, memory: 8350, top1_acc: 0.5763, top5_acc: 0.7966, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.1752 2020-10-01 21:25:00,297 - mmaction - INFO - Epoch [27][1500/1997] lr: 7.500e-03, eta: 1 day, 18:46:43, time: 1.103, data_time: 0.003, memory: 8350, top1_acc: 0.5818, top5_acc: 0.7987, loss_cls: 1.8078, loss: 1.8078, grad_norm: 5.0819 2020-10-01 21:25:21,377 - mmaction - INFO - Epoch [27][1520/1997] lr: 7.500e-03, eta: 1 day, 18:46:22, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5669, top5_acc: 0.7935, loss_cls: 1.8407, loss: 1.8407, grad_norm: 5.2054 2020-10-01 21:25:43,450 - mmaction - INFO - Epoch [27][1540/1997] lr: 7.500e-03, eta: 1 day, 18:46:03, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8078, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.1295 2020-10-01 21:26:05,512 - mmaction - INFO - Epoch [27][1560/1997] lr: 7.500e-03, eta: 1 day, 18:45:45, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8042, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.1696 2020-10-01 21:26:24,850 - mmaction - INFO - Epoch [27][1580/1997] lr: 7.500e-03, eta: 1 day, 18:45:19, time: 0.966, data_time: 0.002, memory: 8350, top1_acc: 0.5714, top5_acc: 0.8021, loss_cls: 1.8195, loss: 1.8195, grad_norm: 5.2334 2020-10-01 21:26:45,922 - mmaction - INFO - Epoch [27][1600/1997] lr: 7.500e-03, eta: 1 day, 18:44:58, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.8029, loss: 1.8029, grad_norm: 5.2004 2020-10-01 21:27:06,752 - mmaction - INFO - Epoch [27][1620/1997] lr: 7.500e-03, eta: 1 day, 18:44:37, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.8109, loss: 1.8109, grad_norm: 5.1869 2020-10-01 21:27:27,799 - mmaction - INFO - Epoch [27][1640/1997] lr: 7.500e-03, eta: 1 day, 18:44:16, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8154, loss_cls: 1.7281, loss: 1.7281, grad_norm: 5.1916 2020-10-01 21:27:48,904 - mmaction - INFO - Epoch [27][1660/1997] lr: 7.500e-03, eta: 1 day, 18:43:55, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8073, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.2297 2020-10-01 21:28:09,750 - mmaction - INFO - Epoch [27][1680/1997] lr: 7.500e-03, eta: 1 day, 18:43:33, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.5773, top5_acc: 0.7862, loss_cls: 1.8506, loss: 1.8506, grad_norm: 5.3583 2020-10-01 21:28:30,955 - mmaction - INFO - Epoch [27][1700/1997] lr: 7.500e-03, eta: 1 day, 18:43:12, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5732, top5_acc: 0.8057, loss_cls: 1.8108, loss: 1.8108, grad_norm: 5.1491 2020-10-01 21:28:52,649 - mmaction - INFO - Epoch [27][1720/1997] lr: 7.500e-03, eta: 1 day, 18:42:53, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8023, loss_cls: 1.8073, loss: 1.8073, grad_norm: 5.2737 2020-10-01 21:29:13,049 - mmaction - INFO - Epoch [27][1740/1997] lr: 7.500e-03, eta: 1 day, 18:42:30, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5846, top5_acc: 0.7930, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.2522 2020-10-01 21:29:34,362 - mmaction - INFO - Epoch [27][1760/1997] lr: 7.500e-03, eta: 1 day, 18:42:10, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7951, loss_cls: 1.8487, loss: 1.8487, grad_norm: 5.2733 2020-10-01 21:29:55,408 - mmaction - INFO - Epoch [27][1780/1997] lr: 7.500e-03, eta: 1 day, 18:41:49, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.5721, top5_acc: 0.7935, loss_cls: 1.8531, loss: 1.8531, grad_norm: 5.3300 2020-10-01 21:30:15,825 - mmaction - INFO - Epoch [27][1800/1997] lr: 7.500e-03, eta: 1 day, 18:41:26, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.5706, top5_acc: 0.8003, loss_cls: 1.8259, loss: 1.8259, grad_norm: 5.1768 2020-10-01 21:30:37,172 - mmaction - INFO - Epoch [27][1820/1997] lr: 7.500e-03, eta: 1 day, 18:41:06, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5719, top5_acc: 0.7872, loss_cls: 1.8533, loss: 1.8533, grad_norm: 5.2753 2020-10-01 21:30:57,502 - mmaction - INFO - Epoch [27][1840/1997] lr: 7.500e-03, eta: 1 day, 18:40:43, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8049, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.1914 2020-10-01 21:31:18,187 - mmaction - INFO - Epoch [27][1860/1997] lr: 7.500e-03, eta: 1 day, 18:40:21, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.5776, top5_acc: 0.8010, loss_cls: 1.7911, loss: 1.7911, grad_norm: 5.2860 2020-10-01 21:31:39,544 - mmaction - INFO - Epoch [27][1880/1997] lr: 7.500e-03, eta: 1 day, 18:40:00, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5688, top5_acc: 0.7961, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.1886 2020-10-01 21:32:00,879 - mmaction - INFO - Epoch [27][1900/1997] lr: 7.500e-03, eta: 1 day, 18:39:40, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8107, loss_cls: 1.7746, loss: 1.7746, grad_norm: 5.2488 2020-10-01 21:32:22,337 - mmaction - INFO - Epoch [27][1920/1997] lr: 7.500e-03, eta: 1 day, 18:39:20, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8172, loss_cls: 1.7509, loss: 1.7509, grad_norm: 5.2377 2020-10-01 21:32:41,824 - mmaction - INFO - Epoch [27][1940/1997] lr: 7.500e-03, eta: 1 day, 18:38:55, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.5648, top5_acc: 0.7932, loss_cls: 1.8376, loss: 1.8376, grad_norm: 5.1948 2020-10-01 21:33:03,445 - mmaction - INFO - Epoch [27][1960/1997] lr: 7.500e-03, eta: 1 day, 18:38:35, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7982, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.2545 2020-10-01 21:33:24,512 - mmaction - INFO - Epoch [27][1980/1997] lr: 7.500e-03, eta: 1 day, 18:38:14, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5654, top5_acc: 0.7867, loss_cls: 1.8773, loss: 1.8773, grad_norm: 5.3108 2020-10-01 21:33:42,368 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-10-01 21:34:30,477 - mmaction - INFO - Epoch [28][20/1997] lr: 7.500e-03, eta: 1 day, 18:37:58, time: 2.365, data_time: 1.182, memory: 8350, top1_acc: 0.5805, top5_acc: 0.7979, loss_cls: 1.7935, loss: 1.7935, grad_norm: 5.0934 2020-10-01 21:34:52,441 - mmaction - INFO - Epoch [28][40/1997] lr: 7.500e-03, eta: 1 day, 18:37:39, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8021, loss_cls: 1.7739, loss: 1.7739, grad_norm: 5.0912 2020-10-01 21:35:12,204 - mmaction - INFO - Epoch [28][60/1997] lr: 7.500e-03, eta: 1 day, 18:37:15, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8018, loss_cls: 1.7905, loss: 1.7905, grad_norm: 5.0689 2020-10-01 21:35:32,864 - mmaction - INFO - Epoch [28][80/1997] lr: 7.500e-03, eta: 1 day, 18:36:52, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5812, top5_acc: 0.8016, loss_cls: 1.8099, loss: 1.8099, grad_norm: 5.1419 2020-10-01 21:35:54,933 - mmaction - INFO - Epoch [28][100/1997] lr: 7.500e-03, eta: 1 day, 18:36:34, time: 1.102, data_time: 0.001, memory: 8350, top1_acc: 0.5810, top5_acc: 0.7992, loss_cls: 1.7997, loss: 1.7997, grad_norm: 5.2386 2020-10-01 21:36:16,275 - mmaction - INFO - Epoch [28][120/1997] lr: 7.500e-03, eta: 1 day, 18:36:14, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8052, loss_cls: 1.7325, loss: 1.7325, grad_norm: 5.0501 2020-10-01 21:36:36,745 - mmaction - INFO - Epoch [28][140/1997] lr: 7.500e-03, eta: 1 day, 18:35:51, time: 1.024, data_time: 0.004, memory: 8350, top1_acc: 0.5885, top5_acc: 0.7969, loss_cls: 1.7913, loss: 1.7913, grad_norm: 5.1400 2020-10-01 21:36:58,190 - mmaction - INFO - Epoch [28][160/1997] lr: 7.500e-03, eta: 1 day, 18:35:31, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.5911, top5_acc: 0.8104, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.1350 2020-10-01 21:37:18,735 - mmaction - INFO - Epoch [28][180/1997] lr: 7.500e-03, eta: 1 day, 18:35:09, time: 1.027, data_time: 0.009, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8099, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.1023 2020-10-01 21:37:39,451 - mmaction - INFO - Epoch [28][200/1997] lr: 7.500e-03, eta: 1 day, 18:34:47, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8016, loss_cls: 1.7913, loss: 1.7913, grad_norm: 5.2046 2020-10-01 21:38:01,293 - mmaction - INFO - Epoch [28][220/1997] lr: 7.500e-03, eta: 1 day, 18:34:28, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.5844, top5_acc: 0.7979, loss_cls: 1.8095, loss: 1.8095, grad_norm: 5.2478 2020-10-01 21:38:21,869 - mmaction - INFO - Epoch [28][240/1997] lr: 7.500e-03, eta: 1 day, 18:34:05, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5766, top5_acc: 0.8052, loss_cls: 1.7783, loss: 1.7783, grad_norm: 5.0872 2020-10-01 21:38:42,108 - mmaction - INFO - Epoch [28][260/1997] lr: 7.500e-03, eta: 1 day, 18:33:42, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.5841, top5_acc: 0.8125, loss_cls: 1.7609, loss: 1.7609, grad_norm: 5.1812 2020-10-01 21:39:04,762 - mmaction - INFO - Epoch [28][280/1997] lr: 7.500e-03, eta: 1 day, 18:33:25, time: 1.132, data_time: 0.001, memory: 8350, top1_acc: 0.5805, top5_acc: 0.7966, loss_cls: 1.8078, loss: 1.8078, grad_norm: 5.1871 2020-10-01 21:39:24,039 - mmaction - INFO - Epoch [28][300/1997] lr: 7.500e-03, eta: 1 day, 18:33:00, time: 0.964, data_time: 0.002, memory: 8350, top1_acc: 0.5703, top5_acc: 0.7977, loss_cls: 1.8198, loss: 1.8198, grad_norm: 5.2468 2020-10-01 21:39:45,997 - mmaction - INFO - Epoch [28][320/1997] lr: 7.500e-03, eta: 1 day, 18:32:41, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.5755, top5_acc: 0.8052, loss_cls: 1.8211, loss: 1.8211, grad_norm: 5.2332 2020-10-01 21:40:06,326 - mmaction - INFO - Epoch [28][340/1997] lr: 7.500e-03, eta: 1 day, 18:32:18, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.5815, top5_acc: 0.8060, loss_cls: 1.7528, loss: 1.7528, grad_norm: 5.0591 2020-10-01 21:40:26,698 - mmaction - INFO - Epoch [28][360/1997] lr: 7.500e-03, eta: 1 day, 18:31:55, time: 1.020, data_time: 0.042, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8018, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.0914 2020-10-01 21:40:47,850 - mmaction - INFO - Epoch [28][380/1997] lr: 7.500e-03, eta: 1 day, 18:31:34, time: 1.058, data_time: 0.006, memory: 8350, top1_acc: 0.5755, top5_acc: 0.8063, loss_cls: 1.8190, loss: 1.8190, grad_norm: 5.2000 2020-10-01 21:41:10,010 - mmaction - INFO - Epoch [28][400/1997] lr: 7.500e-03, eta: 1 day, 18:31:16, time: 1.108, data_time: 0.001, memory: 8350, top1_acc: 0.5841, top5_acc: 0.8018, loss_cls: 1.7496, loss: 1.7496, grad_norm: 5.0858 2020-10-01 21:41:30,379 - mmaction - INFO - Epoch [28][420/1997] lr: 7.500e-03, eta: 1 day, 18:30:53, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5766, top5_acc: 0.7958, loss_cls: 1.8317, loss: 1.8317, grad_norm: 5.2777 2020-10-01 21:41:50,923 - mmaction - INFO - Epoch [28][440/1997] lr: 7.500e-03, eta: 1 day, 18:30:31, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8154, loss_cls: 1.7526, loss: 1.7526, grad_norm: 5.1821 2020-10-01 21:42:13,106 - mmaction - INFO - Epoch [28][460/1997] lr: 7.500e-03, eta: 1 day, 18:30:13, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.5750, top5_acc: 0.7982, loss_cls: 1.8039, loss: 1.8039, grad_norm: 5.2333 2020-10-01 21:42:33,774 - mmaction - INFO - Epoch [28][480/1997] lr: 7.500e-03, eta: 1 day, 18:29:51, time: 1.034, data_time: 0.003, memory: 8350, top1_acc: 0.5812, top5_acc: 0.8039, loss_cls: 1.7897, loss: 1.7897, grad_norm: 5.2455 2020-10-01 21:42:54,262 - mmaction - INFO - Epoch [28][500/1997] lr: 7.500e-03, eta: 1 day, 18:29:28, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5932, top5_acc: 0.8115, loss_cls: 1.7545, loss: 1.7545, grad_norm: 5.2370 2020-10-01 21:43:15,914 - mmaction - INFO - Epoch [28][520/1997] lr: 7.500e-03, eta: 1 day, 18:29:09, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8052, loss_cls: 1.7620, loss: 1.7620, grad_norm: 5.2319 2020-10-01 21:43:36,647 - mmaction - INFO - Epoch [28][540/1997] lr: 7.500e-03, eta: 1 day, 18:28:47, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.5820, top5_acc: 0.8094, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.2223 2020-10-01 21:43:57,013 - mmaction - INFO - Epoch [28][560/1997] lr: 7.500e-03, eta: 1 day, 18:28:24, time: 1.018, data_time: 0.001, memory: 8350, top1_acc: 0.5596, top5_acc: 0.7937, loss_cls: 1.8595, loss: 1.8595, grad_norm: 5.4695 2020-10-01 21:44:18,848 - mmaction - INFO - Epoch [28][580/1997] lr: 7.500e-03, eta: 1 day, 18:28:05, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.5880, top5_acc: 0.8049, loss_cls: 1.7785, loss: 1.7785, grad_norm: 5.2158 2020-10-01 21:44:39,641 - mmaction - INFO - Epoch [28][600/1997] lr: 7.500e-03, eta: 1 day, 18:27:43, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5974, top5_acc: 0.8099, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.1768 2020-10-01 21:44:59,660 - mmaction - INFO - Epoch [28][620/1997] lr: 7.500e-03, eta: 1 day, 18:27:19, time: 1.000, data_time: 0.001, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8117, loss_cls: 1.7648, loss: 1.7648, grad_norm: 5.2831 2020-10-01 21:45:20,716 - mmaction - INFO - Epoch [28][640/1997] lr: 7.500e-03, eta: 1 day, 18:26:58, time: 1.054, data_time: 0.003, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8065, loss_cls: 1.7779, loss: 1.7779, grad_norm: 5.1615 2020-10-01 21:45:41,209 - mmaction - INFO - Epoch [28][660/1997] lr: 7.500e-03, eta: 1 day, 18:26:35, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.5742, top5_acc: 0.7974, loss_cls: 1.8082, loss: 1.8082, grad_norm: 5.1776 2020-10-01 21:46:02,772 - mmaction - INFO - Epoch [28][680/1997] lr: 7.500e-03, eta: 1 day, 18:26:16, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.2221 2020-10-01 21:46:23,128 - mmaction - INFO - Epoch [28][700/1997] lr: 7.500e-03, eta: 1 day, 18:25:53, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8073, loss_cls: 1.7699, loss: 1.7699, grad_norm: 5.1633 2020-10-01 21:46:45,018 - mmaction - INFO - Epoch [28][720/1997] lr: 7.500e-03, eta: 1 day, 18:25:34, time: 1.094, data_time: 0.003, memory: 8350, top1_acc: 0.5779, top5_acc: 0.8005, loss_cls: 1.7793, loss: 1.7793, grad_norm: 5.1783 2020-10-01 21:47:06,641 - mmaction - INFO - Epoch [28][740/1997] lr: 7.500e-03, eta: 1 day, 18:25:14, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5820, top5_acc: 0.7956, loss_cls: 1.7961, loss: 1.7961, grad_norm: 5.1992 2020-10-01 21:47:27,540 - mmaction - INFO - Epoch [28][760/1997] lr: 7.500e-03, eta: 1 day, 18:24:53, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8094, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.3240 2020-10-01 21:47:49,251 - mmaction - INFO - Epoch [28][780/1997] lr: 7.500e-03, eta: 1 day, 18:24:34, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5880, top5_acc: 0.8010, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.1460 2020-10-01 21:48:09,865 - mmaction - INFO - Epoch [28][800/1997] lr: 7.500e-03, eta: 1 day, 18:24:11, time: 1.032, data_time: 0.003, memory: 8350, top1_acc: 0.5633, top5_acc: 0.7870, loss_cls: 1.8732, loss: 1.8732, grad_norm: 5.3591 2020-10-01 21:48:30,069 - mmaction - INFO - Epoch [28][820/1997] lr: 7.500e-03, eta: 1 day, 18:23:48, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.5732, top5_acc: 0.7898, loss_cls: 1.8601, loss: 1.8601, grad_norm: 5.3545 2020-10-01 21:48:51,226 - mmaction - INFO - Epoch [28][840/1997] lr: 7.500e-03, eta: 1 day, 18:23:27, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5784, top5_acc: 0.7997, loss_cls: 1.7783, loss: 1.7783, grad_norm: 5.1723 2020-10-01 21:49:11,968 - mmaction - INFO - Epoch [28][860/1997] lr: 7.500e-03, eta: 1 day, 18:23:05, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5740, top5_acc: 0.7935, loss_cls: 1.8358, loss: 1.8358, grad_norm: 5.2490 2020-10-01 21:49:33,352 - mmaction - INFO - Epoch [28][880/1997] lr: 7.500e-03, eta: 1 day, 18:22:45, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5708, top5_acc: 0.7932, loss_cls: 1.8424, loss: 1.8424, grad_norm: 5.2967 2020-10-01 21:49:54,768 - mmaction - INFO - Epoch [28][900/1997] lr: 7.500e-03, eta: 1 day, 18:22:25, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.5771, top5_acc: 0.7979, loss_cls: 1.8131, loss: 1.8131, grad_norm: 5.2578 2020-10-01 21:50:14,145 - mmaction - INFO - Epoch [28][920/1997] lr: 7.500e-03, eta: 1 day, 18:22:00, time: 0.970, data_time: 0.002, memory: 8350, top1_acc: 0.5820, top5_acc: 0.8003, loss_cls: 1.7930, loss: 1.7930, grad_norm: 5.2371 2020-10-01 21:50:36,193 - mmaction - INFO - Epoch [28][940/1997] lr: 7.500e-03, eta: 1 day, 18:21:41, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.7968, loss: 1.7968, grad_norm: 5.2049 2020-10-01 21:50:56,196 - mmaction - INFO - Epoch [28][960/1997] lr: 7.500e-03, eta: 1 day, 18:21:17, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5781, top5_acc: 0.8034, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.2268 2020-10-01 21:51:18,219 - mmaction - INFO - Epoch [28][980/1997] lr: 7.500e-03, eta: 1 day, 18:20:59, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.5760, top5_acc: 0.7974, loss_cls: 1.8328, loss: 1.8328, grad_norm: 5.2684 2020-10-01 21:51:37,619 - mmaction - INFO - Epoch [28][1000/1997] lr: 7.500e-03, eta: 1 day, 18:20:33, time: 0.969, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.8052, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.2871 2020-10-01 21:51:59,174 - mmaction - INFO - Epoch [28][1020/1997] lr: 7.500e-03, eta: 1 day, 18:20:14, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5734, top5_acc: 0.8029, loss_cls: 1.8273, loss: 1.8273, grad_norm: 5.2463 2020-10-01 21:52:19,227 - mmaction - INFO - Epoch [28][1040/1997] lr: 7.500e-03, eta: 1 day, 18:19:50, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.8006, loss: 1.8006, grad_norm: 5.3513 2020-10-01 21:52:40,327 - mmaction - INFO - Epoch [28][1060/1997] lr: 7.500e-03, eta: 1 day, 18:19:29, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8044, loss_cls: 1.7432, loss: 1.7432, grad_norm: 5.0959 2020-10-01 21:53:01,010 - mmaction - INFO - Epoch [28][1080/1997] lr: 7.500e-03, eta: 1 day, 18:19:07, time: 1.034, data_time: 0.279, memory: 8350, top1_acc: 0.5823, top5_acc: 0.7997, loss_cls: 1.7941, loss: 1.7941, grad_norm: 5.2224 2020-10-01 21:53:22,296 - mmaction - INFO - Epoch [28][1100/1997] lr: 7.500e-03, eta: 1 day, 18:18:46, time: 1.064, data_time: 0.312, memory: 8350, top1_acc: 0.5758, top5_acc: 0.8057, loss_cls: 1.7971, loss: 1.7971, grad_norm: 5.2430 2020-10-01 21:53:43,261 - mmaction - INFO - Epoch [28][1120/1997] lr: 7.500e-03, eta: 1 day, 18:18:25, time: 1.049, data_time: 0.100, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8076, loss_cls: 1.8058, loss: 1.8058, grad_norm: 5.3409 2020-10-01 21:54:04,609 - mmaction - INFO - Epoch [28][1140/1997] lr: 7.500e-03, eta: 1 day, 18:18:05, time: 1.068, data_time: 0.044, memory: 8350, top1_acc: 0.5734, top5_acc: 0.8078, loss_cls: 1.7908, loss: 1.7908, grad_norm: 5.2523 2020-10-01 21:54:25,202 - mmaction - INFO - Epoch [28][1160/1997] lr: 7.500e-03, eta: 1 day, 18:17:43, time: 1.028, data_time: 0.069, memory: 8350, top1_acc: 0.5755, top5_acc: 0.8005, loss_cls: 1.8305, loss: 1.8305, grad_norm: 5.3776 2020-10-01 21:54:47,745 - mmaction - INFO - Epoch [28][1180/1997] lr: 7.500e-03, eta: 1 day, 18:17:25, time: 1.128, data_time: 0.002, memory: 8350, top1_acc: 0.5779, top5_acc: 0.8042, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.2417 2020-10-01 21:55:10,218 - mmaction - INFO - Epoch [28][1200/1997] lr: 7.500e-03, eta: 1 day, 18:17:08, time: 1.123, data_time: 0.001, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8083, loss_cls: 1.7835, loss: 1.7835, grad_norm: 5.2485 2020-10-01 21:55:30,470 - mmaction - INFO - Epoch [28][1220/1997] lr: 7.500e-03, eta: 1 day, 18:16:45, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5888, top5_acc: 0.8112, loss_cls: 1.7767, loss: 1.7767, grad_norm: 5.1751 2020-10-01 21:55:52,394 - mmaction - INFO - Epoch [28][1240/1997] lr: 7.500e-03, eta: 1 day, 18:16:26, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8055, loss_cls: 1.7748, loss: 1.7748, grad_norm: 5.2459 2020-10-01 21:56:14,117 - mmaction - INFO - Epoch [28][1260/1997] lr: 7.500e-03, eta: 1 day, 18:16:07, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.5737, top5_acc: 0.7987, loss_cls: 1.8084, loss: 1.8084, grad_norm: 5.3305 2020-10-01 21:56:33,443 - mmaction - INFO - Epoch [28][1280/1997] lr: 7.500e-03, eta: 1 day, 18:15:41, time: 0.965, data_time: 0.002, memory: 8350, top1_acc: 0.5854, top5_acc: 0.7987, loss_cls: 1.7939, loss: 1.7939, grad_norm: 5.2255 2020-10-01 21:56:54,996 - mmaction - INFO - Epoch [28][1300/1997] lr: 7.500e-03, eta: 1 day, 18:15:21, time: 1.079, data_time: 0.033, memory: 8350, top1_acc: 0.5794, top5_acc: 0.7984, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.2475 2020-10-01 21:57:15,139 - mmaction - INFO - Epoch [28][1320/1997] lr: 7.500e-03, eta: 1 day, 18:14:58, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.5878, top5_acc: 0.7987, loss_cls: 1.8233, loss: 1.8233, grad_norm: 5.3681 2020-10-01 21:57:36,746 - mmaction - INFO - Epoch [28][1340/1997] lr: 7.500e-03, eta: 1 day, 18:14:38, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5836, top5_acc: 0.7953, loss_cls: 1.8117, loss: 1.8117, grad_norm: 5.2928 2020-10-01 21:57:56,521 - mmaction - INFO - Epoch [28][1360/1997] lr: 7.500e-03, eta: 1 day, 18:14:14, time: 0.988, data_time: 0.001, memory: 8350, top1_acc: 0.5857, top5_acc: 0.8047, loss_cls: 1.8150, loss: 1.8150, grad_norm: 5.1974 2020-10-01 21:58:19,539 - mmaction - INFO - Epoch [28][1380/1997] lr: 7.500e-03, eta: 1 day, 18:13:58, time: 1.150, data_time: 0.002, memory: 8350, top1_acc: 0.5773, top5_acc: 0.8073, loss_cls: 1.7829, loss: 1.7829, grad_norm: 5.2674 2020-10-01 21:58:40,442 - mmaction - INFO - Epoch [28][1400/1997] lr: 7.500e-03, eta: 1 day, 18:13:37, time: 1.047, data_time: 0.003, memory: 8350, top1_acc: 0.5677, top5_acc: 0.7984, loss_cls: 1.8280, loss: 1.8280, grad_norm: 5.3277 2020-10-01 21:59:00,300 - mmaction - INFO - Epoch [28][1420/1997] lr: 7.500e-03, eta: 1 day, 18:13:12, time: 0.993, data_time: 0.001, memory: 8350, top1_acc: 0.5703, top5_acc: 0.8042, loss_cls: 1.8200, loss: 1.8200, grad_norm: 5.2945 2020-10-01 21:59:21,185 - mmaction - INFO - Epoch [28][1440/1997] lr: 7.500e-03, eta: 1 day, 18:12:51, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7990, loss: 1.7990, grad_norm: 5.1567 2020-10-01 21:59:41,957 - mmaction - INFO - Epoch [28][1460/1997] lr: 7.500e-03, eta: 1 day, 18:12:29, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5833, top5_acc: 0.7971, loss_cls: 1.8250, loss: 1.8250, grad_norm: 5.2038 2020-10-01 22:00:03,780 - mmaction - INFO - Epoch [28][1480/1997] lr: 7.500e-03, eta: 1 day, 18:12:10, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.5594, top5_acc: 0.7909, loss_cls: 1.8646, loss: 1.8646, grad_norm: 5.3663 2020-10-01 22:00:23,852 - mmaction - INFO - Epoch [28][1500/1997] lr: 7.500e-03, eta: 1 day, 18:11:46, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5669, top5_acc: 0.7974, loss_cls: 1.8005, loss: 1.8005, grad_norm: 5.2811 2020-10-01 22:00:45,305 - mmaction - INFO - Epoch [28][1520/1997] lr: 7.500e-03, eta: 1 day, 18:11:26, time: 1.072, data_time: 0.009, memory: 8350, top1_acc: 0.5802, top5_acc: 0.8044, loss_cls: 1.7883, loss: 1.7883, grad_norm: 5.1706 2020-10-01 22:01:05,783 - mmaction - INFO - Epoch [28][1540/1997] lr: 7.500e-03, eta: 1 day, 18:11:04, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8016, loss_cls: 1.8053, loss: 1.8053, grad_norm: 5.3076 2020-10-01 22:01:27,055 - mmaction - INFO - Epoch [28][1560/1997] lr: 7.500e-03, eta: 1 day, 18:10:43, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.7909, loss_cls: 1.8188, loss: 1.8188, grad_norm: 5.2136 2020-10-01 22:01:48,162 - mmaction - INFO - Epoch [28][1580/1997] lr: 7.500e-03, eta: 1 day, 18:10:22, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5711, top5_acc: 0.7872, loss_cls: 1.8420, loss: 1.8420, grad_norm: 5.3340 2020-10-01 22:02:08,700 - mmaction - INFO - Epoch [28][1600/1997] lr: 7.500e-03, eta: 1 day, 18:10:00, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.5805, top5_acc: 0.7971, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.0956 2020-10-01 22:02:28,931 - mmaction - INFO - Epoch [28][1620/1997] lr: 7.500e-03, eta: 1 day, 18:09:37, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.5711, top5_acc: 0.7943, loss_cls: 1.8503, loss: 1.8503, grad_norm: 5.2116 2020-10-01 22:02:49,283 - mmaction - INFO - Epoch [28][1640/1997] lr: 7.500e-03, eta: 1 day, 18:09:14, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7872, loss_cls: 1.8395, loss: 1.8395, grad_norm: 5.2291 2020-10-01 22:03:10,671 - mmaction - INFO - Epoch [28][1660/1997] lr: 7.500e-03, eta: 1 day, 18:08:54, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5654, top5_acc: 0.8018, loss_cls: 1.8070, loss: 1.8070, grad_norm: 5.2677 2020-10-01 22:03:31,891 - mmaction - INFO - Epoch [28][1680/1997] lr: 7.500e-03, eta: 1 day, 18:08:33, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.5776, top5_acc: 0.8057, loss_cls: 1.7763, loss: 1.7763, grad_norm: 5.1184 2020-10-01 22:03:52,401 - mmaction - INFO - Epoch [28][1700/1997] lr: 7.500e-03, eta: 1 day, 18:08:11, time: 1.026, data_time: 0.003, memory: 8350, top1_acc: 0.5812, top5_acc: 0.8013, loss_cls: 1.7767, loss: 1.7767, grad_norm: 5.1222 2020-10-01 22:04:13,991 - mmaction - INFO - Epoch [28][1720/1997] lr: 7.500e-03, eta: 1 day, 18:07:51, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.5638, top5_acc: 0.7888, loss_cls: 1.8517, loss: 1.8517, grad_norm: 5.2971 2020-10-01 22:04:33,891 - mmaction - INFO - Epoch [28][1740/1997] lr: 7.500e-03, eta: 1 day, 18:07:27, time: 0.996, data_time: 0.003, memory: 8350, top1_acc: 0.5646, top5_acc: 0.7901, loss_cls: 1.8522, loss: 1.8522, grad_norm: 5.3058 2020-10-01 22:04:55,831 - mmaction - INFO - Epoch [28][1760/1997] lr: 7.500e-03, eta: 1 day, 18:07:08, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.5797, top5_acc: 0.7953, loss_cls: 1.7979, loss: 1.7979, grad_norm: 5.2423 2020-10-01 22:05:16,699 - mmaction - INFO - Epoch [28][1780/1997] lr: 7.500e-03, eta: 1 day, 18:06:47, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8049, loss_cls: 1.7879, loss: 1.7879, grad_norm: 5.2285 2020-10-01 22:05:37,455 - mmaction - INFO - Epoch [28][1800/1997] lr: 7.500e-03, eta: 1 day, 18:06:25, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.5680, top5_acc: 0.7924, loss_cls: 1.8255, loss: 1.8255, grad_norm: 5.2368 2020-10-01 22:05:57,916 - mmaction - INFO - Epoch [28][1820/1997] lr: 7.500e-03, eta: 1 day, 18:06:02, time: 1.023, data_time: 0.005, memory: 8350, top1_acc: 0.5750, top5_acc: 0.8010, loss_cls: 1.8347, loss: 1.8347, grad_norm: 5.3361 2020-10-01 22:06:19,920 - mmaction - INFO - Epoch [28][1840/1997] lr: 7.500e-03, eta: 1 day, 18:05:43, time: 1.100, data_time: 0.036, memory: 8350, top1_acc: 0.5878, top5_acc: 0.7948, loss_cls: 1.7923, loss: 1.7923, grad_norm: 5.2800 2020-10-01 22:06:39,392 - mmaction - INFO - Epoch [28][1860/1997] lr: 7.500e-03, eta: 1 day, 18:05:18, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8016, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.0161 2020-10-01 22:07:00,605 - mmaction - INFO - Epoch [28][1880/1997] lr: 7.500e-03, eta: 1 day, 18:04:58, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.5747, top5_acc: 0.7953, loss_cls: 1.8434, loss: 1.8434, grad_norm: 5.2431 2020-10-01 22:07:21,457 - mmaction - INFO - Epoch [28][1900/1997] lr: 7.500e-03, eta: 1 day, 18:04:36, time: 1.043, data_time: 0.003, memory: 8350, top1_acc: 0.5831, top5_acc: 0.8026, loss_cls: 1.7727, loss: 1.7727, grad_norm: 5.1414 2020-10-01 22:07:43,174 - mmaction - INFO - Epoch [28][1920/1997] lr: 7.500e-03, eta: 1 day, 18:04:17, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.5763, top5_acc: 0.8034, loss_cls: 1.8223, loss: 1.8223, grad_norm: 5.1729 2020-10-01 22:08:03,239 - mmaction - INFO - Epoch [28][1940/1997] lr: 7.500e-03, eta: 1 day, 18:03:53, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5711, top5_acc: 0.7987, loss_cls: 1.8089, loss: 1.8089, grad_norm: 5.2156 2020-10-01 22:08:23,866 - mmaction - INFO - Epoch [28][1960/1997] lr: 7.500e-03, eta: 1 day, 18:03:31, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5802, top5_acc: 0.8008, loss_cls: 1.8077, loss: 1.8077, grad_norm: 5.2245 2020-10-01 22:08:45,316 - mmaction - INFO - Epoch [28][1980/1997] lr: 7.500e-03, eta: 1 day, 18:03:11, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.5807, top5_acc: 0.8068, loss_cls: 1.7929, loss: 1.7929, grad_norm: 5.1462 2020-10-01 22:09:03,810 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-10-01 22:09:52,641 - mmaction - INFO - Epoch [29][20/1997] lr: 7.500e-03, eta: 1 day, 18:02:54, time: 2.384, data_time: 1.214, memory: 8350, top1_acc: 0.5794, top5_acc: 0.8034, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.1811 2020-10-01 22:10:14,113 - mmaction - INFO - Epoch [29][40/1997] lr: 7.500e-03, eta: 1 day, 18:02:34, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5867, top5_acc: 0.7969, loss_cls: 1.8162, loss: 1.8162, grad_norm: 5.2445 2020-10-01 22:10:33,913 - mmaction - INFO - Epoch [29][60/1997] lr: 7.500e-03, eta: 1 day, 18:02:10, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8117, loss_cls: 1.7688, loss: 1.7688, grad_norm: 5.2212 2020-10-01 22:10:56,304 - mmaction - INFO - Epoch [29][80/1997] lr: 7.500e-03, eta: 1 day, 18:01:52, time: 1.120, data_time: 0.002, memory: 8350, top1_acc: 0.5784, top5_acc: 0.8055, loss_cls: 1.7762, loss: 1.7762, grad_norm: 5.2201 2020-10-01 22:11:16,633 - mmaction - INFO - Epoch [29][100/1997] lr: 7.500e-03, eta: 1 day, 18:01:30, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8068, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.1078 2020-10-01 22:11:37,891 - mmaction - INFO - Epoch [29][120/1997] lr: 7.500e-03, eta: 1 day, 18:01:09, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7966, loss_cls: 1.8596, loss: 1.8596, grad_norm: 5.3246 2020-10-01 22:11:58,705 - mmaction - INFO - Epoch [29][140/1997] lr: 7.500e-03, eta: 1 day, 18:00:47, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8018, loss_cls: 1.7675, loss: 1.7675, grad_norm: 5.1634 2020-10-01 22:12:20,902 - mmaction - INFO - Epoch [29][160/1997] lr: 7.500e-03, eta: 1 day, 18:00:29, time: 1.110, data_time: 0.001, memory: 8350, top1_acc: 0.5997, top5_acc: 0.8060, loss_cls: 1.7448, loss: 1.7448, grad_norm: 5.1303 2020-10-01 22:12:42,400 - mmaction - INFO - Epoch [29][180/1997] lr: 7.500e-03, eta: 1 day, 18:00:09, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8180, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.1658 2020-10-01 22:13:02,491 - mmaction - INFO - Epoch [29][200/1997] lr: 7.500e-03, eta: 1 day, 17:59:46, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.5779, top5_acc: 0.7995, loss_cls: 1.7863, loss: 1.7863, grad_norm: 5.1707 2020-10-01 22:13:23,026 - mmaction - INFO - Epoch [29][220/1997] lr: 7.500e-03, eta: 1 day, 17:59:23, time: 1.028, data_time: 0.078, memory: 8350, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.3019 2020-10-01 22:13:44,685 - mmaction - INFO - Epoch [29][240/1997] lr: 7.500e-03, eta: 1 day, 17:59:04, time: 1.083, data_time: 0.213, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8060, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.2450 2020-10-01 22:14:05,410 - mmaction - INFO - Epoch [29][260/1997] lr: 7.500e-03, eta: 1 day, 17:58:42, time: 1.037, data_time: 0.019, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7987, loss_cls: 1.8219, loss: 1.8219, grad_norm: 5.2566 2020-10-01 22:14:26,455 - mmaction - INFO - Epoch [29][280/1997] lr: 7.500e-03, eta: 1 day, 17:58:21, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.5885, top5_acc: 0.7984, loss_cls: 1.8190, loss: 1.8190, grad_norm: 5.3051 2020-10-01 22:14:48,983 - mmaction - INFO - Epoch [29][300/1997] lr: 7.500e-03, eta: 1 day, 17:58:03, time: 1.126, data_time: 0.030, memory: 8350, top1_acc: 0.5703, top5_acc: 0.8036, loss_cls: 1.8163, loss: 1.8163, grad_norm: 5.2393 2020-10-01 22:15:09,205 - mmaction - INFO - Epoch [29][320/1997] lr: 7.500e-03, eta: 1 day, 17:57:40, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8146, loss_cls: 1.7355, loss: 1.7355, grad_norm: 5.1812 2020-10-01 22:15:30,787 - mmaction - INFO - Epoch [29][340/1997] lr: 7.500e-03, eta: 1 day, 17:57:21, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.5924, top5_acc: 0.8120, loss_cls: 1.7236, loss: 1.7236, grad_norm: 5.1632 2020-10-01 22:15:51,851 - mmaction - INFO - Epoch [29][360/1997] lr: 7.500e-03, eta: 1 day, 17:56:59, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8102, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.1684 2020-10-01 22:16:11,729 - mmaction - INFO - Epoch [29][380/1997] lr: 7.500e-03, eta: 1 day, 17:56:35, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.5898, top5_acc: 0.8049, loss_cls: 1.7711, loss: 1.7711, grad_norm: 5.2438 2020-10-01 22:16:33,437 - mmaction - INFO - Epoch [29][400/1997] lr: 7.500e-03, eta: 1 day, 17:56:16, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.5732, top5_acc: 0.7987, loss_cls: 1.8353, loss: 1.8353, grad_norm: 5.2889 2020-10-01 22:16:53,902 - mmaction - INFO - Epoch [29][420/1997] lr: 7.500e-03, eta: 1 day, 17:55:53, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7730, loss: 1.7730, grad_norm: 5.1601 2020-10-01 22:17:15,593 - mmaction - INFO - Epoch [29][440/1997] lr: 7.500e-03, eta: 1 day, 17:55:34, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8156, loss_cls: 1.7457, loss: 1.7457, grad_norm: 5.1669 2020-10-01 22:17:36,985 - mmaction - INFO - Epoch [29][460/1997] lr: 7.500e-03, eta: 1 day, 17:55:14, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5813, top5_acc: 0.8005, loss_cls: 1.8098, loss: 1.8098, grad_norm: 5.2828 2020-10-01 22:17:57,822 - mmaction - INFO - Epoch [29][480/1997] lr: 7.500e-03, eta: 1 day, 17:54:52, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8047, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.1910 2020-10-01 22:18:19,055 - mmaction - INFO - Epoch [29][500/1997] lr: 7.500e-03, eta: 1 day, 17:54:32, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5810, top5_acc: 0.7971, loss_cls: 1.7926, loss: 1.7926, grad_norm: 5.1654 2020-10-01 22:18:40,232 - mmaction - INFO - Epoch [29][520/1997] lr: 7.500e-03, eta: 1 day, 17:54:11, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8008, loss_cls: 1.8308, loss: 1.8308, grad_norm: 5.3443 2020-10-01 22:19:01,038 - mmaction - INFO - Epoch [29][540/1997] lr: 7.500e-03, eta: 1 day, 17:53:49, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.5768, top5_acc: 0.8031, loss_cls: 1.7981, loss: 1.7981, grad_norm: 5.2827 2020-10-01 22:19:22,943 - mmaction - INFO - Epoch [29][560/1997] lr: 7.500e-03, eta: 1 day, 17:53:30, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5734, top5_acc: 0.7951, loss_cls: 1.8198, loss: 1.8198, grad_norm: 5.3074 2020-10-01 22:19:43,330 - mmaction - INFO - Epoch [29][580/1997] lr: 7.500e-03, eta: 1 day, 17:53:07, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8122, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.2861 2020-10-01 22:20:03,245 - mmaction - INFO - Epoch [29][600/1997] lr: 7.500e-03, eta: 1 day, 17:52:43, time: 0.994, data_time: 0.001, memory: 8350, top1_acc: 0.5888, top5_acc: 0.8109, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.2161 2020-10-01 22:20:25,413 - mmaction - INFO - Epoch [29][620/1997] lr: 7.500e-03, eta: 1 day, 17:52:25, time: 1.109, data_time: 0.003, memory: 8350, top1_acc: 0.5812, top5_acc: 0.7987, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.1469 2020-10-01 22:20:44,671 - mmaction - INFO - Epoch [29][640/1997] lr: 7.500e-03, eta: 1 day, 17:52:00, time: 0.963, data_time: 0.002, memory: 8350, top1_acc: 0.5797, top5_acc: 0.8044, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.3260 2020-10-01 22:21:05,585 - mmaction - INFO - Epoch [29][660/1997] lr: 7.500e-03, eta: 1 day, 17:51:38, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.5776, top5_acc: 0.8036, loss_cls: 1.7888, loss: 1.7888, grad_norm: 5.2118 2020-10-01 22:21:27,550 - mmaction - INFO - Epoch [29][680/1997] lr: 7.500e-03, eta: 1 day, 17:51:19, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.5794, top5_acc: 0.8036, loss_cls: 1.7949, loss: 1.7949, grad_norm: 5.2094 2020-10-01 22:21:47,369 - mmaction - INFO - Epoch [29][700/1997] lr: 7.500e-03, eta: 1 day, 17:50:55, time: 0.991, data_time: 0.028, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.2324 2020-10-01 22:22:08,284 - mmaction - INFO - Epoch [29][720/1997] lr: 7.500e-03, eta: 1 day, 17:50:34, time: 1.046, data_time: 0.036, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8122, loss_cls: 1.7368, loss: 1.7368, grad_norm: 5.0583 2020-10-01 22:22:29,700 - mmaction - INFO - Epoch [29][740/1997] lr: 7.500e-03, eta: 1 day, 17:50:14, time: 1.070, data_time: 0.024, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8135, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.0949 2020-10-01 22:22:51,142 - mmaction - INFO - Epoch [29][760/1997] lr: 7.500e-03, eta: 1 day, 17:49:53, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8070, loss_cls: 1.7670, loss: 1.7670, grad_norm: 5.1145 2020-10-01 22:23:11,625 - mmaction - INFO - Epoch [29][780/1997] lr: 7.500e-03, eta: 1 day, 17:49:31, time: 1.024, data_time: 0.028, memory: 8350, top1_acc: 0.5818, top5_acc: 0.8099, loss_cls: 1.7787, loss: 1.7787, grad_norm: 5.2275 2020-10-01 22:23:33,239 - mmaction - INFO - Epoch [29][800/1997] lr: 7.500e-03, eta: 1 day, 17:49:11, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5807, top5_acc: 0.8003, loss_cls: 1.7677, loss: 1.7677, grad_norm: 5.1520 2020-10-01 22:23:53,738 - mmaction - INFO - Epoch [29][820/1997] lr: 7.500e-03, eta: 1 day, 17:48:49, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.5734, top5_acc: 0.8018, loss_cls: 1.7916, loss: 1.7916, grad_norm: 5.1940 2020-10-01 22:24:14,705 - mmaction - INFO - Epoch [29][840/1997] lr: 7.500e-03, eta: 1 day, 17:48:28, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5852, top5_acc: 0.7932, loss_cls: 1.8253, loss: 1.8253, grad_norm: 5.2505 2020-10-01 22:24:35,832 - mmaction - INFO - Epoch [29][860/1997] lr: 7.500e-03, eta: 1 day, 17:48:07, time: 1.058, data_time: 0.003, memory: 8350, top1_acc: 0.5831, top5_acc: 0.8023, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.1633 2020-10-01 22:24:58,162 - mmaction - INFO - Epoch [29][880/1997] lr: 7.500e-03, eta: 1 day, 17:47:49, time: 1.116, data_time: 0.001, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.1568 2020-10-01 22:25:18,030 - mmaction - INFO - Epoch [29][900/1997] lr: 7.500e-03, eta: 1 day, 17:47:25, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8068, loss_cls: 1.8051, loss: 1.8051, grad_norm: 5.2354 2020-10-01 22:25:39,451 - mmaction - INFO - Epoch [29][920/1997] lr: 7.500e-03, eta: 1 day, 17:47:05, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.5880, top5_acc: 0.8083, loss_cls: 1.7670, loss: 1.7670, grad_norm: 5.2183 2020-10-01 22:26:00,633 - mmaction - INFO - Epoch [29][940/1997] lr: 7.500e-03, eta: 1 day, 17:46:44, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.5721, top5_acc: 0.7995, loss_cls: 1.8343, loss: 1.8343, grad_norm: 5.2164 2020-10-01 22:26:21,374 - mmaction - INFO - Epoch [29][960/1997] lr: 7.500e-03, eta: 1 day, 17:46:22, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.5734, top5_acc: 0.8044, loss_cls: 1.8079, loss: 1.8079, grad_norm: 5.1268 2020-10-01 22:26:42,001 - mmaction - INFO - Epoch [29][980/1997] lr: 7.500e-03, eta: 1 day, 17:46:00, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5818, top5_acc: 0.7956, loss_cls: 1.8002, loss: 1.8002, grad_norm: 5.2529 2020-10-01 22:27:02,602 - mmaction - INFO - Epoch [29][1000/1997] lr: 7.500e-03, eta: 1 day, 17:45:38, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8089, loss_cls: 1.7868, loss: 1.7868, grad_norm: 5.1704 2020-10-01 22:27:22,649 - mmaction - INFO - Epoch [29][1020/1997] lr: 7.500e-03, eta: 1 day, 17:45:14, time: 1.003, data_time: 0.030, memory: 8350, top1_acc: 0.5687, top5_acc: 0.7974, loss_cls: 1.8279, loss: 1.8279, grad_norm: 5.2742 2020-10-01 22:27:43,852 - mmaction - INFO - Epoch [29][1040/1997] lr: 7.500e-03, eta: 1 day, 17:44:53, time: 1.061, data_time: 0.302, memory: 8350, top1_acc: 0.5802, top5_acc: 0.7958, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.2907 2020-10-01 22:28:04,467 - mmaction - INFO - Epoch [29][1060/1997] lr: 7.500e-03, eta: 1 day, 17:44:31, time: 1.030, data_time: 0.173, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8042, loss_cls: 1.7904, loss: 1.7904, grad_norm: 5.2096 2020-10-01 22:28:25,669 - mmaction - INFO - Epoch [29][1080/1997] lr: 7.500e-03, eta: 1 day, 17:44:11, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6000, top5_acc: 0.8120, loss_cls: 1.7342, loss: 1.7342, grad_norm: 5.1849 2020-10-01 22:28:46,945 - mmaction - INFO - Epoch [29][1100/1997] lr: 7.500e-03, eta: 1 day, 17:43:50, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5784, top5_acc: 0.8034, loss_cls: 1.7663, loss: 1.7663, grad_norm: 5.2888 2020-10-01 22:29:07,362 - mmaction - INFO - Epoch [29][1120/1997] lr: 7.500e-03, eta: 1 day, 17:43:27, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.7994, loss: 1.7994, grad_norm: 5.2469 2020-10-01 22:29:28,906 - mmaction - INFO - Epoch [29][1140/1997] lr: 7.500e-03, eta: 1 day, 17:43:08, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8089, loss_cls: 1.7655, loss: 1.7655, grad_norm: 5.0832 2020-10-01 22:29:50,313 - mmaction - INFO - Epoch [29][1160/1997] lr: 7.500e-03, eta: 1 day, 17:42:47, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8010, loss_cls: 1.7633, loss: 1.7633, grad_norm: 5.1597 2020-10-01 22:30:11,070 - mmaction - INFO - Epoch [29][1180/1997] lr: 7.500e-03, eta: 1 day, 17:42:26, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5815, top5_acc: 0.8081, loss_cls: 1.7816, loss: 1.7816, grad_norm: 5.2780 2020-10-01 22:30:32,207 - mmaction - INFO - Epoch [29][1200/1997] lr: 7.500e-03, eta: 1 day, 17:42:05, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5771, top5_acc: 0.8003, loss_cls: 1.8301, loss: 1.8301, grad_norm: 5.1889 2020-10-01 22:30:53,594 - mmaction - INFO - Epoch [29][1220/1997] lr: 7.500e-03, eta: 1 day, 17:41:44, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8042, loss_cls: 1.7846, loss: 1.7846, grad_norm: 5.1735 2020-10-01 22:31:15,106 - mmaction - INFO - Epoch [29][1240/1997] lr: 7.500e-03, eta: 1 day, 17:41:24, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5758, top5_acc: 0.7951, loss_cls: 1.8237, loss: 1.8237, grad_norm: 5.2937 2020-10-01 22:31:35,687 - mmaction - INFO - Epoch [29][1260/1997] lr: 7.500e-03, eta: 1 day, 17:41:02, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8003, loss_cls: 1.7872, loss: 1.7872, grad_norm: 5.1942 2020-10-01 22:31:57,191 - mmaction - INFO - Epoch [29][1280/1997] lr: 7.500e-03, eta: 1 day, 17:40:42, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5802, top5_acc: 0.8081, loss_cls: 1.7994, loss: 1.7994, grad_norm: 5.2824 2020-10-01 22:32:19,016 - mmaction - INFO - Epoch [29][1300/1997] lr: 7.500e-03, eta: 1 day, 17:40:23, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8062, loss_cls: 1.7643, loss: 1.7643, grad_norm: 5.2325 2020-10-01 22:32:38,293 - mmaction - INFO - Epoch [29][1320/1997] lr: 7.500e-03, eta: 1 day, 17:39:58, time: 0.964, data_time: 0.002, memory: 8350, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.8084, loss: 1.8084, grad_norm: 5.1420 2020-10-01 22:33:00,136 - mmaction - INFO - Epoch [29][1340/1997] lr: 7.500e-03, eta: 1 day, 17:39:39, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8029, loss_cls: 1.7965, loss: 1.7965, grad_norm: 5.2155 2020-10-01 22:33:20,609 - mmaction - INFO - Epoch [29][1360/1997] lr: 7.500e-03, eta: 1 day, 17:39:16, time: 1.024, data_time: 0.003, memory: 8350, top1_acc: 0.5867, top5_acc: 0.7932, loss_cls: 1.7871, loss: 1.7871, grad_norm: 5.1280 2020-10-01 22:33:41,499 - mmaction - INFO - Epoch [29][1380/1997] lr: 7.500e-03, eta: 1 day, 17:38:55, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5812, top5_acc: 0.7979, loss_cls: 1.8093, loss: 1.8093, grad_norm: 5.2394 2020-10-01 22:34:03,143 - mmaction - INFO - Epoch [29][1400/1997] lr: 7.500e-03, eta: 1 day, 17:38:35, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.5802, top5_acc: 0.8122, loss_cls: 1.7815, loss: 1.7815, grad_norm: 5.1562 2020-10-01 22:34:24,043 - mmaction - INFO - Epoch [29][1420/1997] lr: 7.500e-03, eta: 1 day, 17:38:14, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.5758, top5_acc: 0.8042, loss_cls: 1.7940, loss: 1.7940, grad_norm: 5.2046 2020-10-01 22:34:44,669 - mmaction - INFO - Epoch [29][1440/1997] lr: 7.500e-03, eta: 1 day, 17:37:51, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8057, loss_cls: 1.7743, loss: 1.7743, grad_norm: 5.1718 2020-10-01 22:35:08,048 - mmaction - INFO - Epoch [29][1460/1997] lr: 7.500e-03, eta: 1 day, 17:37:36, time: 1.169, data_time: 0.002, memory: 8350, top1_acc: 0.5766, top5_acc: 0.8018, loss_cls: 1.8034, loss: 1.8034, grad_norm: 5.3542 2020-10-01 22:35:27,780 - mmaction - INFO - Epoch [29][1480/1997] lr: 7.500e-03, eta: 1 day, 17:37:12, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.5768, top5_acc: 0.8055, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.2579 2020-10-01 22:35:47,892 - mmaction - INFO - Epoch [29][1500/1997] lr: 7.500e-03, eta: 1 day, 17:36:48, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8068, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.2064 2020-10-01 22:36:08,411 - mmaction - INFO - Epoch [29][1520/1997] lr: 7.500e-03, eta: 1 day, 17:36:26, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5932, top5_acc: 0.8044, loss_cls: 1.7704, loss: 1.7704, grad_norm: 5.1718 2020-10-01 22:36:30,068 - mmaction - INFO - Epoch [29][1540/1997] lr: 7.500e-03, eta: 1 day, 17:36:06, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7932, loss_cls: 1.8421, loss: 1.8421, grad_norm: 5.1494 2020-10-01 22:36:51,181 - mmaction - INFO - Epoch [29][1560/1997] lr: 7.500e-03, eta: 1 day, 17:35:45, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8047, loss_cls: 1.8050, loss: 1.8050, grad_norm: 5.2634 2020-10-01 22:37:13,020 - mmaction - INFO - Epoch [29][1580/1997] lr: 7.500e-03, eta: 1 day, 17:35:26, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.5802, top5_acc: 0.8070, loss_cls: 1.7767, loss: 1.7767, grad_norm: 5.1824 2020-10-01 22:37:32,858 - mmaction - INFO - Epoch [29][1600/1997] lr: 7.500e-03, eta: 1 day, 17:35:02, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.5844, top5_acc: 0.7904, loss_cls: 1.7968, loss: 1.7968, grad_norm: 5.1666 2020-10-01 22:37:54,661 - mmaction - INFO - Epoch [29][1620/1997] lr: 7.500e-03, eta: 1 day, 17:34:43, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8122, loss_cls: 1.7430, loss: 1.7430, grad_norm: 5.1272 2020-10-01 22:38:15,762 - mmaction - INFO - Epoch [29][1640/1997] lr: 7.500e-03, eta: 1 day, 17:34:22, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.5721, top5_acc: 0.8055, loss_cls: 1.8232, loss: 1.8232, grad_norm: 5.3100 2020-10-01 22:38:35,551 - mmaction - INFO - Epoch [29][1660/1997] lr: 7.500e-03, eta: 1 day, 17:33:58, time: 0.988, data_time: 0.001, memory: 8350, top1_acc: 0.5685, top5_acc: 0.8096, loss_cls: 1.8224, loss: 1.8224, grad_norm: 5.2594 2020-10-01 22:38:57,827 - mmaction - INFO - Epoch [29][1680/1997] lr: 7.500e-03, eta: 1 day, 17:33:40, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.5779, top5_acc: 0.7964, loss_cls: 1.8182, loss: 1.8182, grad_norm: 5.1576 2020-10-01 22:39:18,403 - mmaction - INFO - Epoch [29][1700/1997] lr: 7.500e-03, eta: 1 day, 17:33:18, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5732, top5_acc: 0.7995, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.2770 2020-10-01 22:39:38,311 - mmaction - INFO - Epoch [29][1720/1997] lr: 7.500e-03, eta: 1 day, 17:32:54, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.5818, top5_acc: 0.8023, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.1616 2020-10-01 22:39:58,943 - mmaction - INFO - Epoch [29][1740/1997] lr: 7.500e-03, eta: 1 day, 17:32:32, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8094, loss_cls: 1.7761, loss: 1.7761, grad_norm: 5.1493 2020-10-01 22:40:21,287 - mmaction - INFO - Epoch [29][1760/1997] lr: 7.500e-03, eta: 1 day, 17:32:14, time: 1.117, data_time: 0.002, memory: 8350, top1_acc: 0.5747, top5_acc: 0.7990, loss_cls: 1.8141, loss: 1.8141, grad_norm: 5.3168 2020-10-01 22:40:41,214 - mmaction - INFO - Epoch [29][1780/1997] lr: 7.500e-03, eta: 1 day, 17:31:50, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.5750, top5_acc: 0.8018, loss_cls: 1.8150, loss: 1.8150, grad_norm: 5.2642 2020-10-01 22:41:02,442 - mmaction - INFO - Epoch [29][1800/1997] lr: 7.500e-03, eta: 1 day, 17:31:29, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.5831, top5_acc: 0.7935, loss_cls: 1.8156, loss: 1.8156, grad_norm: 5.1672 2020-10-01 22:41:23,077 - mmaction - INFO - Epoch [29][1820/1997] lr: 7.500e-03, eta: 1 day, 17:31:07, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8034, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.2534 2020-10-01 22:41:44,349 - mmaction - INFO - Epoch [29][1840/1997] lr: 7.500e-03, eta: 1 day, 17:30:47, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5818, top5_acc: 0.8000, loss_cls: 1.8121, loss: 1.8121, grad_norm: 5.3106 2020-10-01 22:42:04,504 - mmaction - INFO - Epoch [29][1860/1997] lr: 7.500e-03, eta: 1 day, 17:30:23, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.5826, top5_acc: 0.7977, loss_cls: 1.8289, loss: 1.8289, grad_norm: 5.2101 2020-10-01 22:42:25,643 - mmaction - INFO - Epoch [29][1880/1997] lr: 7.500e-03, eta: 1 day, 17:30:02, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.5802, top5_acc: 0.8076, loss_cls: 1.7859, loss: 1.7859, grad_norm: 5.2132 2020-10-01 22:42:46,327 - mmaction - INFO - Epoch [29][1900/1997] lr: 7.500e-03, eta: 1 day, 17:29:41, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8034, loss_cls: 1.8048, loss: 1.8048, grad_norm: 5.2687 2020-10-01 22:43:08,182 - mmaction - INFO - Epoch [29][1920/1997] lr: 7.500e-03, eta: 1 day, 17:29:21, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8044, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.1934 2020-10-01 22:43:27,692 - mmaction - INFO - Epoch [29][1940/1997] lr: 7.500e-03, eta: 1 day, 17:28:57, time: 0.975, data_time: 0.007, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8107, loss_cls: 1.7616, loss: 1.7616, grad_norm: 5.2614 2020-10-01 22:43:49,076 - mmaction - INFO - Epoch [29][1960/1997] lr: 7.500e-03, eta: 1 day, 17:28:36, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5789, top5_acc: 0.8034, loss_cls: 1.7847, loss: 1.7847, grad_norm: 5.1911 2020-10-01 22:44:10,954 - mmaction - INFO - Epoch [29][1980/1997] lr: 7.500e-03, eta: 1 day, 17:28:17, time: 1.093, data_time: 0.016, memory: 8350, top1_acc: 0.5766, top5_acc: 0.7979, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.2251 2020-10-01 22:44:28,323 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-10-01 22:45:14,155 - mmaction - INFO - Epoch [30][20/1997] lr: 7.500e-03, eta: 1 day, 17:27:54, time: 2.263, data_time: 1.170, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8034, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.2337 2020-10-01 22:45:36,325 - mmaction - INFO - Epoch [30][40/1997] lr: 7.500e-03, eta: 1 day, 17:27:35, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8130, loss_cls: 1.7543, loss: 1.7543, grad_norm: 5.1555 2020-10-01 22:45:55,728 - mmaction - INFO - Epoch [30][60/1997] lr: 7.500e-03, eta: 1 day, 17:27:10, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8130, loss_cls: 1.7123, loss: 1.7123, grad_norm: 5.1630 2020-10-01 22:46:17,265 - mmaction - INFO - Epoch [30][80/1997] lr: 7.500e-03, eta: 1 day, 17:26:50, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5888, top5_acc: 0.8026, loss_cls: 1.7727, loss: 1.7727, grad_norm: 5.1962 2020-10-01 22:46:38,251 - mmaction - INFO - Epoch [30][100/1997] lr: 7.500e-03, eta: 1 day, 17:26:29, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.5841, top5_acc: 0.8073, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.2287 2020-10-01 22:46:59,080 - mmaction - INFO - Epoch [30][120/1997] lr: 7.500e-03, eta: 1 day, 17:26:07, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8122, loss_cls: 1.7345, loss: 1.7345, grad_norm: 5.1516 2020-10-01 22:47:19,378 - mmaction - INFO - Epoch [30][140/1997] lr: 7.500e-03, eta: 1 day, 17:25:45, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8076, loss_cls: 1.7653, loss: 1.7653, grad_norm: 5.2127 2020-10-01 22:47:41,700 - mmaction - INFO - Epoch [30][160/1997] lr: 7.500e-03, eta: 1 day, 17:25:27, time: 1.115, data_time: 0.001, memory: 8350, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.1506 2020-10-01 22:48:01,895 - mmaction - INFO - Epoch [30][180/1997] lr: 7.500e-03, eta: 1 day, 17:25:03, time: 1.010, data_time: 0.012, memory: 8350, top1_acc: 0.5883, top5_acc: 0.8102, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.2648 2020-10-01 22:48:22,347 - mmaction - INFO - Epoch [30][200/1997] lr: 7.500e-03, eta: 1 day, 17:24:41, time: 1.023, data_time: 0.023, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8047, loss_cls: 1.7613, loss: 1.7613, grad_norm: 5.2111 2020-10-01 22:48:43,358 - mmaction - INFO - Epoch [30][220/1997] lr: 7.500e-03, eta: 1 day, 17:24:20, time: 1.051, data_time: 0.008, memory: 8350, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.8002, loss: 1.8002, grad_norm: 5.2272 2020-10-01 22:49:04,475 - mmaction - INFO - Epoch [30][240/1997] lr: 7.500e-03, eta: 1 day, 17:23:59, time: 1.055, data_time: 0.078, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8042, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.2297 2020-10-01 22:49:25,008 - mmaction - INFO - Epoch [30][260/1997] lr: 7.500e-03, eta: 1 day, 17:23:36, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8073, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.2033 2020-10-01 22:49:45,883 - mmaction - INFO - Epoch [30][280/1997] lr: 7.500e-03, eta: 1 day, 17:23:15, time: 1.043, data_time: 0.005, memory: 8350, top1_acc: 0.5937, top5_acc: 0.8190, loss_cls: 1.7090, loss: 1.7090, grad_norm: 5.0702 2020-10-01 22:50:06,767 - mmaction - INFO - Epoch [30][300/1997] lr: 7.500e-03, eta: 1 day, 17:22:53, time: 1.045, data_time: 0.012, memory: 8350, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.7061, loss: 1.7061, grad_norm: 5.1103 2020-10-01 22:50:27,276 - mmaction - INFO - Epoch [30][320/1997] lr: 7.500e-03, eta: 1 day, 17:22:31, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5784, top5_acc: 0.7992, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.3248 2020-10-01 22:50:48,062 - mmaction - INFO - Epoch [30][340/1997] lr: 7.500e-03, eta: 1 day, 17:22:09, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8042, loss_cls: 1.7522, loss: 1.7522, grad_norm: 5.2069 2020-10-01 22:51:09,364 - mmaction - INFO - Epoch [30][360/1997] lr: 7.500e-03, eta: 1 day, 17:21:49, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.5818, top5_acc: 0.8018, loss_cls: 1.8062, loss: 1.8062, grad_norm: 5.2525 2020-10-01 22:51:29,640 - mmaction - INFO - Epoch [30][380/1997] lr: 7.500e-03, eta: 1 day, 17:21:26, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8120, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.0720 2020-10-01 22:51:50,924 - mmaction - INFO - Epoch [30][400/1997] lr: 7.500e-03, eta: 1 day, 17:21:05, time: 1.065, data_time: 0.003, memory: 8350, top1_acc: 0.5857, top5_acc: 0.8068, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.1680 2020-10-01 22:52:12,709 - mmaction - INFO - Epoch [30][420/1997] lr: 7.500e-03, eta: 1 day, 17:20:46, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.8199, loss: 1.8199, grad_norm: 5.2676 2020-10-01 22:52:33,087 - mmaction - INFO - Epoch [30][440/1997] lr: 7.500e-03, eta: 1 day, 17:20:23, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5781, top5_acc: 0.8146, loss_cls: 1.7840, loss: 1.7840, grad_norm: 5.1725 2020-10-01 22:52:54,598 - mmaction - INFO - Epoch [30][460/1997] lr: 7.500e-03, eta: 1 day, 17:20:03, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5807, top5_acc: 0.7990, loss_cls: 1.7819, loss: 1.7819, grad_norm: 5.2843 2020-10-01 22:53:14,964 - mmaction - INFO - Epoch [30][480/1997] lr: 7.500e-03, eta: 1 day, 17:19:41, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5771, top5_acc: 0.7982, loss_cls: 1.8000, loss: 1.8000, grad_norm: 5.2063 2020-10-01 22:53:35,786 - mmaction - INFO - Epoch [30][500/1997] lr: 7.500e-03, eta: 1 day, 17:19:19, time: 1.041, data_time: 0.014, memory: 8350, top1_acc: 0.5828, top5_acc: 0.7948, loss_cls: 1.8101, loss: 1.8101, grad_norm: 5.2246 2020-10-01 22:53:57,009 - mmaction - INFO - Epoch [30][520/1997] lr: 7.500e-03, eta: 1 day, 17:18:58, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5820, top5_acc: 0.8167, loss_cls: 1.7833, loss: 1.7833, grad_norm: 5.2711 2020-10-01 22:54:18,259 - mmaction - INFO - Epoch [30][540/1997] lr: 7.500e-03, eta: 1 day, 17:18:38, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8052, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.2674 2020-10-01 22:54:38,178 - mmaction - INFO - Epoch [30][560/1997] lr: 7.500e-03, eta: 1 day, 17:18:14, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.5753, top5_acc: 0.7943, loss_cls: 1.8254, loss: 1.8254, grad_norm: 5.3295 2020-10-01 22:54:59,598 - mmaction - INFO - Epoch [30][580/1997] lr: 7.500e-03, eta: 1 day, 17:17:54, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.5820, top5_acc: 0.8039, loss_cls: 1.7714, loss: 1.7714, grad_norm: 5.3029 2020-10-01 22:55:18,855 - mmaction - INFO - Epoch [30][600/1997] lr: 7.500e-03, eta: 1 day, 17:17:28, time: 0.963, data_time: 0.002, memory: 8350, top1_acc: 0.5732, top5_acc: 0.7992, loss_cls: 1.8017, loss: 1.8017, grad_norm: 5.1715 2020-10-01 22:55:40,249 - mmaction - INFO - Epoch [30][620/1997] lr: 7.500e-03, eta: 1 day, 17:17:08, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8151, loss_cls: 1.7485, loss: 1.7485, grad_norm: 5.1602 2020-10-01 22:56:02,085 - mmaction - INFO - Epoch [30][640/1997] lr: 7.500e-03, eta: 1 day, 17:16:49, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7984, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.3329 2020-10-01 22:56:22,426 - mmaction - INFO - Epoch [30][660/1997] lr: 7.500e-03, eta: 1 day, 17:16:26, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5896, top5_acc: 0.8026, loss_cls: 1.7944, loss: 1.7944, grad_norm: 5.2773 2020-10-01 22:56:43,228 - mmaction - INFO - Epoch [30][680/1997] lr: 7.500e-03, eta: 1 day, 17:16:05, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8083, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.1405 2020-10-01 22:57:04,144 - mmaction - INFO - Epoch [30][700/1997] lr: 7.500e-03, eta: 1 day, 17:15:43, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5880, top5_acc: 0.7992, loss_cls: 1.7764, loss: 1.7764, grad_norm: 5.1407 2020-10-01 22:57:25,875 - mmaction - INFO - Epoch [30][720/1997] lr: 7.500e-03, eta: 1 day, 17:15:24, time: 1.086, data_time: 0.001, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7949, loss: 1.7949, grad_norm: 5.2870 2020-10-01 22:57:46,882 - mmaction - INFO - Epoch [30][740/1997] lr: 7.500e-03, eta: 1 day, 17:15:03, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.5719, top5_acc: 0.7964, loss_cls: 1.8212, loss: 1.8212, grad_norm: 5.2503 2020-10-01 22:58:07,067 - mmaction - INFO - Epoch [30][760/1997] lr: 7.500e-03, eta: 1 day, 17:14:39, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8073, loss_cls: 1.7874, loss: 1.7874, grad_norm: 5.2334 2020-10-01 22:58:28,562 - mmaction - INFO - Epoch [30][780/1997] lr: 7.500e-03, eta: 1 day, 17:14:19, time: 1.074, data_time: 0.212, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8034, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.1942 2020-10-01 22:58:48,389 - mmaction - INFO - Epoch [30][800/1997] lr: 7.500e-03, eta: 1 day, 17:13:55, time: 0.992, data_time: 0.024, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8052, loss_cls: 1.7846, loss: 1.7846, grad_norm: 5.2809 2020-10-01 22:59:09,804 - mmaction - INFO - Epoch [30][820/1997] lr: 7.500e-03, eta: 1 day, 17:13:35, time: 1.070, data_time: 0.057, memory: 8350, top1_acc: 0.5779, top5_acc: 0.7919, loss_cls: 1.8387, loss: 1.8387, grad_norm: 5.2596 2020-10-01 22:59:31,131 - mmaction - INFO - Epoch [30][840/1997] lr: 7.500e-03, eta: 1 day, 17:13:15, time: 1.067, data_time: 0.028, memory: 8350, top1_acc: 0.6065, top5_acc: 0.8167, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.1552 2020-10-01 22:59:51,620 - mmaction - INFO - Epoch [30][860/1997] lr: 7.500e-03, eta: 1 day, 17:12:52, time: 1.024, data_time: 0.175, memory: 8350, top1_acc: 0.6031, top5_acc: 0.8224, loss_cls: 1.6827, loss: 1.6827, grad_norm: 5.1743 2020-10-01 23:00:13,647 - mmaction - INFO - Epoch [30][880/1997] lr: 7.500e-03, eta: 1 day, 17:12:34, time: 1.100, data_time: 0.174, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8154, loss_cls: 1.7389, loss: 1.7389, grad_norm: 5.1799 2020-10-01 23:00:34,061 - mmaction - INFO - Epoch [30][900/1997] lr: 7.500e-03, eta: 1 day, 17:12:11, time: 1.022, data_time: 0.011, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8023, loss_cls: 1.7678, loss: 1.7678, grad_norm: 5.1565 2020-10-01 23:00:55,123 - mmaction - INFO - Epoch [30][920/1997] lr: 7.500e-03, eta: 1 day, 17:11:50, time: 1.053, data_time: 0.009, memory: 8350, top1_acc: 0.5719, top5_acc: 0.8010, loss_cls: 1.7985, loss: 1.7985, grad_norm: 5.2174 2020-10-01 23:01:15,313 - mmaction - INFO - Epoch [30][940/1997] lr: 7.500e-03, eta: 1 day, 17:11:27, time: 1.010, data_time: 0.052, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8151, loss_cls: 1.6956, loss: 1.6956, grad_norm: 5.0845 2020-10-01 23:01:37,509 - mmaction - INFO - Epoch [30][960/1997] lr: 7.500e-03, eta: 1 day, 17:11:09, time: 1.109, data_time: 0.008, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8133, loss_cls: 1.7505, loss: 1.7505, grad_norm: 5.2387 2020-10-01 23:01:59,479 - mmaction - INFO - Epoch [30][980/1997] lr: 7.500e-03, eta: 1 day, 17:10:50, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7935, loss_cls: 1.8686, loss: 1.8686, grad_norm: 5.2889 2020-10-01 23:02:20,158 - mmaction - INFO - Epoch [30][1000/1997] lr: 7.500e-03, eta: 1 day, 17:10:28, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5880, top5_acc: 0.8102, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.1458 2020-10-01 23:02:40,901 - mmaction - INFO - Epoch [30][1020/1997] lr: 7.500e-03, eta: 1 day, 17:10:06, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5740, top5_acc: 0.8078, loss_cls: 1.7906, loss: 1.7906, grad_norm: 5.2180 2020-10-01 23:03:03,786 - mmaction - INFO - Epoch [30][1040/1997] lr: 7.500e-03, eta: 1 day, 17:09:49, time: 1.144, data_time: 0.001, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8068, loss_cls: 1.7629, loss: 1.7629, grad_norm: 5.2381 2020-10-01 23:03:22,889 - mmaction - INFO - Epoch [30][1060/1997] lr: 7.500e-03, eta: 1 day, 17:09:23, time: 0.955, data_time: 0.001, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8023, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.1971 2020-10-01 23:03:44,580 - mmaction - INFO - Epoch [30][1080/1997] lr: 7.500e-03, eta: 1 day, 17:09:04, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5974, top5_acc: 0.8115, loss_cls: 1.7010, loss: 1.7010, grad_norm: 5.1474 2020-10-01 23:04:05,915 - mmaction - INFO - Epoch [30][1100/1997] lr: 7.500e-03, eta: 1 day, 17:08:43, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8070, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.1443 2020-10-01 23:04:26,447 - mmaction - INFO - Epoch [30][1120/1997] lr: 7.500e-03, eta: 1 day, 17:08:21, time: 1.028, data_time: 0.003, memory: 8350, top1_acc: 0.5833, top5_acc: 0.7958, loss_cls: 1.8032, loss: 1.8032, grad_norm: 5.2719 2020-10-01 23:04:48,714 - mmaction - INFO - Epoch [30][1140/1997] lr: 7.500e-03, eta: 1 day, 17:08:03, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.5740, top5_acc: 0.7927, loss_cls: 1.8579, loss: 1.8579, grad_norm: 5.3975 2020-10-01 23:05:08,336 - mmaction - INFO - Epoch [30][1160/1997] lr: 7.500e-03, eta: 1 day, 17:07:39, time: 0.983, data_time: 0.003, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8083, loss_cls: 1.7746, loss: 1.7746, grad_norm: 5.2806 2020-10-01 23:05:29,834 - mmaction - INFO - Epoch [30][1180/1997] lr: 7.500e-03, eta: 1 day, 17:07:19, time: 1.075, data_time: 0.036, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8073, loss_cls: 1.7627, loss: 1.7627, grad_norm: 5.2655 2020-10-01 23:05:51,076 - mmaction - INFO - Epoch [30][1200/1997] lr: 7.500e-03, eta: 1 day, 17:06:58, time: 1.062, data_time: 0.087, memory: 8350, top1_acc: 0.5740, top5_acc: 0.7987, loss_cls: 1.8090, loss: 1.8090, grad_norm: 5.2403 2020-10-01 23:06:11,714 - mmaction - INFO - Epoch [30][1220/1997] lr: 7.500e-03, eta: 1 day, 17:06:36, time: 1.032, data_time: 0.258, memory: 8350, top1_acc: 0.5891, top5_acc: 0.8068, loss_cls: 1.7886, loss: 1.7886, grad_norm: 5.2541 2020-10-01 23:06:33,277 - mmaction - INFO - Epoch [30][1240/1997] lr: 7.500e-03, eta: 1 day, 17:06:16, time: 1.079, data_time: 0.045, memory: 8350, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.8057, loss: 1.8057, grad_norm: 5.2054 2020-10-01 23:06:54,328 - mmaction - INFO - Epoch [30][1260/1997] lr: 7.500e-03, eta: 1 day, 17:05:55, time: 1.053, data_time: 0.052, memory: 8350, top1_acc: 0.5820, top5_acc: 0.8070, loss_cls: 1.7970, loss: 1.7970, grad_norm: 5.2464 2020-10-01 23:07:15,145 - mmaction - INFO - Epoch [30][1280/1997] lr: 7.500e-03, eta: 1 day, 17:05:33, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.5911, top5_acc: 0.8055, loss_cls: 1.7739, loss: 1.7739, grad_norm: 5.2411 2020-10-01 23:07:36,727 - mmaction - INFO - Epoch [30][1300/1997] lr: 7.500e-03, eta: 1 day, 17:05:14, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6026, top5_acc: 0.8044, loss_cls: 1.7484, loss: 1.7484, grad_norm: 5.1325 2020-10-01 23:07:56,890 - mmaction - INFO - Epoch [30][1320/1997] lr: 7.500e-03, eta: 1 day, 17:04:50, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7997, loss_cls: 1.7895, loss: 1.7895, grad_norm: 5.2498 2020-10-01 23:08:16,675 - mmaction - INFO - Epoch [30][1340/1997] lr: 7.500e-03, eta: 1 day, 17:04:26, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8000, loss_cls: 1.8086, loss: 1.8086, grad_norm: 5.2251 2020-10-01 23:08:38,316 - mmaction - INFO - Epoch [30][1360/1997] lr: 7.500e-03, eta: 1 day, 17:04:07, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8177, loss_cls: 1.7533, loss: 1.7533, grad_norm: 5.1345 2020-10-01 23:08:58,839 - mmaction - INFO - Epoch [30][1380/1997] lr: 7.500e-03, eta: 1 day, 17:03:44, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8089, loss_cls: 1.7285, loss: 1.7285, grad_norm: 5.1131 2020-10-01 23:09:19,666 - mmaction - INFO - Epoch [30][1400/1997] lr: 7.500e-03, eta: 1 day, 17:03:23, time: 1.041, data_time: 0.059, memory: 8350, top1_acc: 0.5779, top5_acc: 0.8063, loss_cls: 1.7726, loss: 1.7726, grad_norm: 5.1181 2020-10-01 23:09:41,736 - mmaction - INFO - Epoch [30][1420/1997] lr: 7.500e-03, eta: 1 day, 17:03:04, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8018, loss_cls: 1.7733, loss: 1.7733, grad_norm: 5.2269 2020-10-01 23:10:03,302 - mmaction - INFO - Epoch [30][1440/1997] lr: 7.500e-03, eta: 1 day, 17:02:44, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8070, loss_cls: 1.7790, loss: 1.7790, grad_norm: 5.1956 2020-10-01 23:10:23,108 - mmaction - INFO - Epoch [30][1460/1997] lr: 7.500e-03, eta: 1 day, 17:02:20, time: 0.991, data_time: 0.003, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8146, loss_cls: 1.7395, loss: 1.7395, grad_norm: 5.2626 2020-10-01 23:10:44,700 - mmaction - INFO - Epoch [30][1480/1997] lr: 7.500e-03, eta: 1 day, 17:02:00, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5643, top5_acc: 0.8076, loss_cls: 1.8031, loss: 1.8031, grad_norm: 5.2937 2020-10-01 23:11:06,046 - mmaction - INFO - Epoch [30][1500/1997] lr: 7.500e-03, eta: 1 day, 17:01:40, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8018, loss_cls: 1.7962, loss: 1.7962, grad_norm: 5.2100 2020-10-01 23:11:26,110 - mmaction - INFO - Epoch [30][1520/1997] lr: 7.500e-03, eta: 1 day, 17:01:17, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5773, top5_acc: 0.8044, loss_cls: 1.8063, loss: 1.8063, grad_norm: 5.1981 2020-10-01 23:11:47,654 - mmaction - INFO - Epoch [30][1540/1997] lr: 7.500e-03, eta: 1 day, 17:00:57, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8000, loss_cls: 1.7866, loss: 1.7866, grad_norm: 5.2769 2020-10-01 23:12:09,986 - mmaction - INFO - Epoch [30][1560/1997] lr: 7.500e-03, eta: 1 day, 17:00:39, time: 1.116, data_time: 0.001, memory: 8350, top1_acc: 0.5786, top5_acc: 0.7964, loss_cls: 1.8071, loss: 1.8071, grad_norm: 5.2160 2020-10-01 23:12:29,222 - mmaction - INFO - Epoch [30][1580/1997] lr: 7.500e-03, eta: 1 day, 17:00:13, time: 0.962, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8042, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.2119 2020-10-01 23:12:50,552 - mmaction - INFO - Epoch [30][1600/1997] lr: 7.500e-03, eta: 1 day, 16:59:53, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8016, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.2767 2020-10-01 23:13:12,162 - mmaction - INFO - Epoch [30][1620/1997] lr: 7.500e-03, eta: 1 day, 16:59:33, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.5823, top5_acc: 0.8052, loss_cls: 1.7412, loss: 1.7412, grad_norm: 5.1315 2020-10-01 23:13:32,486 - mmaction - INFO - Epoch [30][1640/1997] lr: 7.500e-03, eta: 1 day, 16:59:10, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7990, loss_cls: 1.7959, loss: 1.7959, grad_norm: 5.2446 2020-10-01 23:13:53,360 - mmaction - INFO - Epoch [30][1660/1997] lr: 7.500e-03, eta: 1 day, 16:58:49, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.5839, top5_acc: 0.7987, loss_cls: 1.8171, loss: 1.8171, grad_norm: 5.2331 2020-10-01 23:14:14,944 - mmaction - INFO - Epoch [30][1680/1997] lr: 7.500e-03, eta: 1 day, 16:58:29, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8078, loss_cls: 1.7780, loss: 1.7780, grad_norm: 5.1487 2020-10-01 23:14:35,450 - mmaction - INFO - Epoch [30][1700/1997] lr: 7.500e-03, eta: 1 day, 16:58:07, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6021, top5_acc: 0.8115, loss_cls: 1.7288, loss: 1.7288, grad_norm: 5.0233 2020-10-01 23:14:55,844 - mmaction - INFO - Epoch [30][1720/1997] lr: 7.500e-03, eta: 1 day, 16:57:44, time: 1.020, data_time: 0.003, memory: 8350, top1_acc: 0.5781, top5_acc: 0.7966, loss_cls: 1.8368, loss: 1.8368, grad_norm: 5.3269 2020-10-01 23:15:16,784 - mmaction - INFO - Epoch [30][1740/1997] lr: 7.500e-03, eta: 1 day, 16:57:23, time: 1.048, data_time: 0.003, memory: 8350, top1_acc: 0.5750, top5_acc: 0.8081, loss_cls: 1.7716, loss: 1.7716, grad_norm: 5.1501 2020-10-01 23:15:38,899 - mmaction - INFO - Epoch [30][1760/1997] lr: 7.500e-03, eta: 1 day, 16:57:04, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8083, loss_cls: 1.7340, loss: 1.7340, grad_norm: 5.2422 2020-10-01 23:15:58,610 - mmaction - INFO - Epoch [30][1780/1997] lr: 7.500e-03, eta: 1 day, 16:56:40, time: 0.985, data_time: 0.002, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8120, loss_cls: 1.7544, loss: 1.7544, grad_norm: 5.2505 2020-10-01 23:16:19,835 - mmaction - INFO - Epoch [30][1800/1997] lr: 7.500e-03, eta: 1 day, 16:56:19, time: 1.063, data_time: 0.003, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8151, loss_cls: 1.7159, loss: 1.7159, grad_norm: 5.1646 2020-10-01 23:16:41,112 - mmaction - INFO - Epoch [30][1820/1997] lr: 7.500e-03, eta: 1 day, 16:55:59, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8034, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.2567 2020-10-01 23:17:01,251 - mmaction - INFO - Epoch [30][1840/1997] lr: 7.500e-03, eta: 1 day, 16:55:36, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.5773, top5_acc: 0.8047, loss_cls: 1.7869, loss: 1.7869, grad_norm: 5.2631 2020-10-01 23:17:22,605 - mmaction - INFO - Epoch [30][1860/1997] lr: 7.500e-03, eta: 1 day, 16:55:15, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.7481, loss: 1.7481, grad_norm: 5.2165 2020-10-01 23:17:43,298 - mmaction - INFO - Epoch [30][1880/1997] lr: 7.500e-03, eta: 1 day, 16:54:53, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5750, top5_acc: 0.7943, loss_cls: 1.8488, loss: 1.8488, grad_norm: 5.3579 2020-10-01 23:18:04,311 - mmaction - INFO - Epoch [30][1900/1997] lr: 7.500e-03, eta: 1 day, 16:54:32, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.5714, top5_acc: 0.7909, loss_cls: 1.8521, loss: 1.8521, grad_norm: 5.2850 2020-10-01 23:18:26,549 - mmaction - INFO - Epoch [30][1920/1997] lr: 7.500e-03, eta: 1 day, 16:54:14, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.5763, top5_acc: 0.8047, loss_cls: 1.7970, loss: 1.7970, grad_norm: 5.1833 2020-10-01 23:18:46,585 - mmaction - INFO - Epoch [30][1940/1997] lr: 7.500e-03, eta: 1 day, 16:53:50, time: 1.001, data_time: 0.001, memory: 8350, top1_acc: 0.5797, top5_acc: 0.8107, loss_cls: 1.7789, loss: 1.7789, grad_norm: 5.1717 2020-10-01 23:19:07,219 - mmaction - INFO - Epoch [30][1960/1997] lr: 7.500e-03, eta: 1 day, 16:53:28, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5667, top5_acc: 0.7969, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.3027 2020-10-01 23:19:28,959 - mmaction - INFO - Epoch [30][1980/1997] lr: 7.500e-03, eta: 1 day, 16:53:09, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5685, top5_acc: 0.7891, loss_cls: 1.8550, loss: 1.8550, grad_norm: 5.3480 2020-10-01 23:19:46,772 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-01 23:22:42,021 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-01 23:22:43,538 - mmaction - INFO - top1_acc 0.6416 top5_acc 0.8662 2020-10-01 23:22:43,538 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-01 23:22:43,633 - mmaction - INFO - mean_acc 0.6401 2020-10-01 23:22:43,644 - mmaction - INFO - Epoch(val) [30][1997] top1_acc: 0.6416, top5_acc: 0.8662, mean_class_accuracy: 0.6401 2020-10-01 23:23:25,625 - mmaction - INFO - Epoch [31][20/1997] lr: 7.500e-03, eta: 1 day, 16:52:37, time: 2.098, data_time: 1.370, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8065, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.1180 2020-10-01 23:23:47,187 - mmaction - INFO - Epoch [31][40/1997] lr: 7.500e-03, eta: 1 day, 16:52:17, time: 1.078, data_time: 0.190, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8057, loss_cls: 1.7744, loss: 1.7744, grad_norm: 5.1998 2020-10-01 23:24:07,257 - mmaction - INFO - Epoch [31][60/1997] lr: 7.500e-03, eta: 1 day, 16:51:54, time: 1.003, data_time: 0.042, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8089, loss_cls: 1.7654, loss: 1.7654, grad_norm: 5.3219 2020-10-01 23:24:30,085 - mmaction - INFO - Epoch [31][80/1997] lr: 7.500e-03, eta: 1 day, 16:51:37, time: 1.142, data_time: 0.023, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8018, loss_cls: 1.7558, loss: 1.7558, grad_norm: 5.1371 2020-10-01 23:24:50,590 - mmaction - INFO - Epoch [31][100/1997] lr: 7.500e-03, eta: 1 day, 16:51:14, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8216, loss_cls: 1.7353, loss: 1.7353, grad_norm: 5.2541 2020-10-01 23:25:11,844 - mmaction - INFO - Epoch [31][120/1997] lr: 7.500e-03, eta: 1 day, 16:50:54, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.5708, top5_acc: 0.7927, loss_cls: 1.8303, loss: 1.8303, grad_norm: 5.2855 2020-10-01 23:25:32,442 - mmaction - INFO - Epoch [31][140/1997] lr: 7.500e-03, eta: 1 day, 16:50:32, time: 1.031, data_time: 0.003, memory: 8350, top1_acc: 0.5924, top5_acc: 0.8083, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.2230 2020-10-01 23:25:53,100 - mmaction - INFO - Epoch [31][160/1997] lr: 7.500e-03, eta: 1 day, 16:50:10, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8029, loss_cls: 1.7815, loss: 1.7815, grad_norm: 5.2902 2020-10-01 23:26:14,431 - mmaction - INFO - Epoch [31][180/1997] lr: 7.500e-03, eta: 1 day, 16:49:49, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8029, loss_cls: 1.7993, loss: 1.7993, grad_norm: 5.3095 2020-10-01 23:26:34,934 - mmaction - INFO - Epoch [31][200/1997] lr: 7.500e-03, eta: 1 day, 16:49:27, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5734, top5_acc: 0.8047, loss_cls: 1.8072, loss: 1.8072, grad_norm: 5.3410 2020-10-01 23:26:55,884 - mmaction - INFO - Epoch [31][220/1997] lr: 7.500e-03, eta: 1 day, 16:49:06, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8190, loss_cls: 1.6901, loss: 1.6901, grad_norm: 5.1528 2020-10-01 23:27:16,701 - mmaction - INFO - Epoch [31][240/1997] lr: 7.500e-03, eta: 1 day, 16:48:44, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.6008, top5_acc: 0.8117, loss_cls: 1.7321, loss: 1.7321, grad_norm: 5.1473 2020-10-01 23:27:38,039 - mmaction - INFO - Epoch [31][260/1997] lr: 7.500e-03, eta: 1 day, 16:48:24, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8214, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.2046 2020-10-01 23:27:58,459 - mmaction - INFO - Epoch [31][280/1997] lr: 7.500e-03, eta: 1 day, 16:48:01, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5771, top5_acc: 0.8060, loss_cls: 1.8237, loss: 1.8237, grad_norm: 5.3544 2020-10-01 23:28:19,499 - mmaction - INFO - Epoch [31][300/1997] lr: 7.500e-03, eta: 1 day, 16:47:40, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8172, loss_cls: 1.7089, loss: 1.7089, grad_norm: 5.0954 2020-10-01 23:28:41,386 - mmaction - INFO - Epoch [31][320/1997] lr: 7.500e-03, eta: 1 day, 16:47:21, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.5953, top5_acc: 0.8167, loss_cls: 1.7273, loss: 1.7273, grad_norm: 5.0754 2020-10-01 23:29:00,074 - mmaction - INFO - Epoch [31][340/1997] lr: 7.500e-03, eta: 1 day, 16:46:54, time: 0.934, data_time: 0.001, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8034, loss_cls: 1.7902, loss: 1.7902, grad_norm: 5.2771 2020-10-01 23:29:21,696 - mmaction - INFO - Epoch [31][360/1997] lr: 7.500e-03, eta: 1 day, 16:46:35, time: 1.081, data_time: 0.048, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8083, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.1639 2020-10-01 23:29:42,761 - mmaction - INFO - Epoch [31][380/1997] lr: 7.500e-03, eta: 1 day, 16:46:14, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5911, top5_acc: 0.8133, loss_cls: 1.7286, loss: 1.7286, grad_norm: 5.0367 2020-10-01 23:30:04,425 - mmaction - INFO - Epoch [31][400/1997] lr: 7.500e-03, eta: 1 day, 16:45:54, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.5893, top5_acc: 0.8120, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.0735 2020-10-01 23:30:25,344 - mmaction - INFO - Epoch [31][420/1997] lr: 7.500e-03, eta: 1 day, 16:45:32, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5760, top5_acc: 0.7997, loss_cls: 1.7893, loss: 1.7893, grad_norm: 5.3044 2020-10-01 23:30:46,514 - mmaction - INFO - Epoch [31][440/1997] lr: 7.500e-03, eta: 1 day, 16:45:12, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5898, top5_acc: 0.8172, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.2314 2020-10-01 23:31:06,761 - mmaction - INFO - Epoch [31][460/1997] lr: 7.500e-03, eta: 1 day, 16:44:49, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5716, top5_acc: 0.7940, loss_cls: 1.8343, loss: 1.8343, grad_norm: 5.1555 2020-10-01 23:31:28,311 - mmaction - INFO - Epoch [31][480/1997] lr: 7.500e-03, eta: 1 day, 16:44:29, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8013, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.2288 2020-10-01 23:31:49,366 - mmaction - INFO - Epoch [31][500/1997] lr: 7.500e-03, eta: 1 day, 16:44:08, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8135, loss_cls: 1.7543, loss: 1.7543, grad_norm: 5.2535 2020-10-01 23:32:08,779 - mmaction - INFO - Epoch [31][520/1997] lr: 7.500e-03, eta: 1 day, 16:43:43, time: 0.971, data_time: 0.001, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7812, loss: 1.7812, grad_norm: 5.2090 2020-10-01 23:32:30,659 - mmaction - INFO - Epoch [31][540/1997] lr: 7.500e-03, eta: 1 day, 16:43:24, time: 1.093, data_time: 0.016, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8003, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.1623 2020-10-01 23:32:51,628 - mmaction - INFO - Epoch [31][560/1997] lr: 7.500e-03, eta: 1 day, 16:43:03, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8010, loss_cls: 1.8135, loss: 1.8135, grad_norm: 5.1904 2020-10-01 23:33:12,495 - mmaction - INFO - Epoch [31][580/1997] lr: 7.500e-03, eta: 1 day, 16:42:41, time: 1.043, data_time: 0.024, memory: 8350, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7896, loss: 1.7896, grad_norm: 5.1826 2020-10-01 23:33:32,904 - mmaction - INFO - Epoch [31][600/1997] lr: 7.500e-03, eta: 1 day, 16:42:18, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8096, loss_cls: 1.7529, loss: 1.7529, grad_norm: 5.3035 2020-10-01 23:33:53,706 - mmaction - INFO - Epoch [31][620/1997] lr: 7.500e-03, eta: 1 day, 16:41:57, time: 1.041, data_time: 0.014, memory: 8350, top1_acc: 0.5763, top5_acc: 0.8086, loss_cls: 1.8040, loss: 1.8040, grad_norm: 5.2681 2020-10-01 23:34:14,351 - mmaction - INFO - Epoch [31][640/1997] lr: 7.500e-03, eta: 1 day, 16:41:35, time: 1.032, data_time: 0.020, memory: 8350, top1_acc: 0.5776, top5_acc: 0.8023, loss_cls: 1.7856, loss: 1.7856, grad_norm: 5.2163 2020-10-01 23:34:34,917 - mmaction - INFO - Epoch [31][660/1997] lr: 7.500e-03, eta: 1 day, 16:41:13, time: 1.029, data_time: 0.004, memory: 8350, top1_acc: 0.5794, top5_acc: 0.8057, loss_cls: 1.7711, loss: 1.7711, grad_norm: 5.2656 2020-10-01 23:34:55,286 - mmaction - INFO - Epoch [31][680/1997] lr: 7.500e-03, eta: 1 day, 16:40:50, time: 1.018, data_time: 0.110, memory: 8350, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.7385, loss: 1.7385, grad_norm: 5.1372 2020-10-01 23:35:17,816 - mmaction - INFO - Epoch [31][700/1997] lr: 7.500e-03, eta: 1 day, 16:40:32, time: 1.126, data_time: 0.098, memory: 8350, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.1270 2020-10-01 23:35:37,284 - mmaction - INFO - Epoch [31][720/1997] lr: 7.500e-03, eta: 1 day, 16:40:08, time: 0.974, data_time: 0.084, memory: 8350, top1_acc: 0.5870, top5_acc: 0.7995, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.3467 2020-10-01 23:35:58,702 - mmaction - INFO - Epoch [31][740/1997] lr: 7.500e-03, eta: 1 day, 16:39:47, time: 1.070, data_time: 0.197, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8026, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.2307 2020-10-01 23:36:20,448 - mmaction - INFO - Epoch [31][760/1997] lr: 7.500e-03, eta: 1 day, 16:39:28, time: 1.088, data_time: 0.007, memory: 8350, top1_acc: 0.5794, top5_acc: 0.8021, loss_cls: 1.7997, loss: 1.7997, grad_norm: 5.2173 2020-10-01 23:36:39,873 - mmaction - INFO - Epoch [31][780/1997] lr: 7.500e-03, eta: 1 day, 16:39:03, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.5841, top5_acc: 0.8148, loss_cls: 1.7724, loss: 1.7724, grad_norm: 5.2478 2020-10-01 23:37:01,209 - mmaction - INFO - Epoch [31][800/1997] lr: 7.500e-03, eta: 1 day, 16:38:43, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.5763, top5_acc: 0.7964, loss_cls: 1.8136, loss: 1.8136, grad_norm: 5.2801 2020-10-01 23:37:23,668 - mmaction - INFO - Epoch [31][820/1997] lr: 7.500e-03, eta: 1 day, 16:38:25, time: 1.123, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8031, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.1733 2020-10-01 23:37:43,671 - mmaction - INFO - Epoch [31][840/1997] lr: 7.500e-03, eta: 1 day, 16:38:01, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8112, loss_cls: 1.7360, loss: 1.7360, grad_norm: 5.1263 2020-10-01 23:38:05,297 - mmaction - INFO - Epoch [31][860/1997] lr: 7.500e-03, eta: 1 day, 16:37:42, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.5945, top5_acc: 0.8099, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.2213 2020-10-01 23:38:25,686 - mmaction - INFO - Epoch [31][880/1997] lr: 7.500e-03, eta: 1 day, 16:37:19, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8049, loss_cls: 1.7822, loss: 1.7822, grad_norm: 5.3115 2020-10-01 23:38:47,224 - mmaction - INFO - Epoch [31][900/1997] lr: 7.500e-03, eta: 1 day, 16:36:59, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.1278 2020-10-01 23:39:08,299 - mmaction - INFO - Epoch [31][920/1997] lr: 7.500e-03, eta: 1 day, 16:36:38, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8039, loss_cls: 1.7723, loss: 1.7723, grad_norm: 5.2780 2020-10-01 23:39:28,368 - mmaction - INFO - Epoch [31][940/1997] lr: 7.500e-03, eta: 1 day, 16:36:15, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.5786, top5_acc: 0.7984, loss_cls: 1.8064, loss: 1.8064, grad_norm: 5.2132 2020-10-01 23:39:50,044 - mmaction - INFO - Epoch [31][960/1997] lr: 7.500e-03, eta: 1 day, 16:35:55, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7848, loss: 1.7848, grad_norm: 5.2622 2020-10-01 23:40:10,654 - mmaction - INFO - Epoch [31][980/1997] lr: 7.500e-03, eta: 1 day, 16:35:33, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8021, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.1484 2020-10-01 23:40:32,056 - mmaction - INFO - Epoch [31][1000/1997] lr: 7.500e-03, eta: 1 day, 16:35:13, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5729, top5_acc: 0.8083, loss_cls: 1.7933, loss: 1.7933, grad_norm: 5.1502 2020-10-01 23:40:52,334 - mmaction - INFO - Epoch [31][1020/1997] lr: 7.500e-03, eta: 1 day, 16:34:50, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.5893, top5_acc: 0.8091, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.2273 2020-10-01 23:41:14,503 - mmaction - INFO - Epoch [31][1040/1997] lr: 7.500e-03, eta: 1 day, 16:34:32, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8117, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.1204 2020-10-01 23:41:35,694 - mmaction - INFO - Epoch [31][1060/1997] lr: 7.500e-03, eta: 1 day, 16:34:11, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8206, loss_cls: 1.7090, loss: 1.7090, grad_norm: 5.1668 2020-10-01 23:41:56,623 - mmaction - INFO - Epoch [31][1080/1997] lr: 7.500e-03, eta: 1 day, 16:33:49, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5844, top5_acc: 0.8055, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.2328 2020-10-01 23:42:16,990 - mmaction - INFO - Epoch [31][1100/1997] lr: 7.500e-03, eta: 1 day, 16:33:27, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5813, top5_acc: 0.8070, loss_cls: 1.7881, loss: 1.7881, grad_norm: 5.2681 2020-10-01 23:42:37,845 - mmaction - INFO - Epoch [31][1120/1997] lr: 7.500e-03, eta: 1 day, 16:33:05, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5932, top5_acc: 0.8112, loss_cls: 1.7227, loss: 1.7227, grad_norm: 5.1712 2020-10-01 23:42:58,317 - mmaction - INFO - Epoch [31][1140/1997] lr: 7.500e-03, eta: 1 day, 16:32:43, time: 1.025, data_time: 0.003, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8089, loss_cls: 1.7450, loss: 1.7450, grad_norm: 5.1968 2020-10-01 23:43:18,707 - mmaction - INFO - Epoch [31][1160/1997] lr: 7.500e-03, eta: 1 day, 16:32:20, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6000, top5_acc: 0.8003, loss_cls: 1.7476, loss: 1.7476, grad_norm: 5.2225 2020-10-01 23:43:40,038 - mmaction - INFO - Epoch [31][1180/1997] lr: 7.500e-03, eta: 1 day, 16:32:00, time: 1.067, data_time: 0.009, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8005, loss_cls: 1.8158, loss: 1.8158, grad_norm: 5.2724 2020-10-01 23:44:01,246 - mmaction - INFO - Epoch [31][1200/1997] lr: 7.500e-03, eta: 1 day, 16:31:39, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.5711, top5_acc: 0.7870, loss_cls: 1.8716, loss: 1.8716, grad_norm: 5.3890 2020-10-01 23:44:22,127 - mmaction - INFO - Epoch [31][1220/1997] lr: 7.500e-03, eta: 1 day, 16:31:18, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5937, top5_acc: 0.8036, loss_cls: 1.7637, loss: 1.7637, grad_norm: 5.1735 2020-10-01 23:44:42,971 - mmaction - INFO - Epoch [31][1240/1997] lr: 7.500e-03, eta: 1 day, 16:30:56, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5974, top5_acc: 0.8229, loss_cls: 1.7040, loss: 1.7040, grad_norm: 5.1896 2020-10-01 23:45:02,707 - mmaction - INFO - Epoch [31][1260/1997] lr: 7.500e-03, eta: 1 day, 16:30:32, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.5758, top5_acc: 0.8052, loss_cls: 1.7997, loss: 1.7997, grad_norm: 5.2800 2020-10-01 23:45:24,766 - mmaction - INFO - Epoch [31][1280/1997] lr: 7.500e-03, eta: 1 day, 16:30:13, time: 1.103, data_time: 0.003, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8016, loss_cls: 1.8047, loss: 1.8047, grad_norm: 5.1664 2020-10-01 23:45:45,349 - mmaction - INFO - Epoch [31][1300/1997] lr: 7.500e-03, eta: 1 day, 16:29:51, time: 1.030, data_time: 0.003, memory: 8350, top1_acc: 0.5831, top5_acc: 0.7984, loss_cls: 1.8099, loss: 1.8099, grad_norm: 5.2782 2020-10-01 23:46:06,378 - mmaction - INFO - Epoch [31][1320/1997] lr: 7.500e-03, eta: 1 day, 16:29:30, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.5784, top5_acc: 0.8078, loss_cls: 1.7933, loss: 1.7933, grad_norm: 5.2367 2020-10-01 23:46:29,057 - mmaction - INFO - Epoch [31][1340/1997] lr: 7.500e-03, eta: 1 day, 16:29:13, time: 1.135, data_time: 0.003, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8073, loss_cls: 1.7688, loss: 1.7688, grad_norm: 5.2169 2020-10-01 23:46:49,997 - mmaction - INFO - Epoch [31][1360/1997] lr: 7.500e-03, eta: 1 day, 16:28:51, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.5805, top5_acc: 0.7878, loss_cls: 1.8038, loss: 1.8038, grad_norm: 5.1671 2020-10-01 23:47:10,692 - mmaction - INFO - Epoch [31][1380/1997] lr: 7.500e-03, eta: 1 day, 16:28:30, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.1466 2020-10-01 23:47:32,172 - mmaction - INFO - Epoch [31][1400/1997] lr: 7.500e-03, eta: 1 day, 16:28:10, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.5823, top5_acc: 0.8094, loss_cls: 1.7642, loss: 1.7642, grad_norm: 5.2723 2020-10-01 23:47:53,801 - mmaction - INFO - Epoch [31][1420/1997] lr: 7.500e-03, eta: 1 day, 16:27:50, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.5768, top5_acc: 0.8018, loss_cls: 1.7773, loss: 1.7773, grad_norm: 5.3056 2020-10-01 23:48:13,522 - mmaction - INFO - Epoch [31][1440/1997] lr: 7.500e-03, eta: 1 day, 16:27:26, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8029, loss_cls: 1.8013, loss: 1.8013, grad_norm: 5.1665 2020-10-01 23:48:34,486 - mmaction - INFO - Epoch [31][1460/1997] lr: 7.500e-03, eta: 1 day, 16:27:04, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5852, top5_acc: 0.8047, loss_cls: 1.8226, loss: 1.8226, grad_norm: 5.3480 2020-10-01 23:48:54,871 - mmaction - INFO - Epoch [31][1480/1997] lr: 7.500e-03, eta: 1 day, 16:26:42, time: 1.021, data_time: 0.007, memory: 8350, top1_acc: 0.5857, top5_acc: 0.8148, loss_cls: 1.7797, loss: 1.7797, grad_norm: 5.1686 2020-10-01 23:49:16,355 - mmaction - INFO - Epoch [31][1500/1997] lr: 7.500e-03, eta: 1 day, 16:26:22, time: 1.074, data_time: 0.070, memory: 8350, top1_acc: 0.5852, top5_acc: 0.8156, loss_cls: 1.7552, loss: 1.7552, grad_norm: 5.1120 2020-10-01 23:49:37,400 - mmaction - INFO - Epoch [31][1520/1997] lr: 7.500e-03, eta: 1 day, 16:26:01, time: 1.052, data_time: 0.004, memory: 8350, top1_acc: 0.6003, top5_acc: 0.8156, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.2007 2020-10-01 23:49:59,410 - mmaction - INFO - Epoch [31][1540/1997] lr: 7.500e-03, eta: 1 day, 16:25:42, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.5852, top5_acc: 0.8112, loss_cls: 1.7433, loss: 1.7433, grad_norm: 5.2362 2020-10-01 23:50:21,200 - mmaction - INFO - Epoch [31][1560/1997] lr: 7.500e-03, eta: 1 day, 16:25:22, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.5878, top5_acc: 0.7966, loss_cls: 1.7781, loss: 1.7781, grad_norm: 5.2241 2020-10-01 23:50:41,202 - mmaction - INFO - Epoch [31][1580/1997] lr: 7.500e-03, eta: 1 day, 16:24:59, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.5784, top5_acc: 0.7958, loss_cls: 1.8127, loss: 1.8127, grad_norm: 5.2128 2020-10-01 23:51:02,144 - mmaction - INFO - Epoch [31][1600/1997] lr: 7.500e-03, eta: 1 day, 16:24:38, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.7979, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.2034 2020-10-01 23:51:25,091 - mmaction - INFO - Epoch [31][1620/1997] lr: 7.500e-03, eta: 1 day, 16:24:21, time: 1.146, data_time: 0.001, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8060, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.1239 2020-10-01 23:51:45,108 - mmaction - INFO - Epoch [31][1640/1997] lr: 7.500e-03, eta: 1 day, 16:23:57, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5938, top5_acc: 0.8177, loss_cls: 1.7653, loss: 1.7653, grad_norm: 5.1296 2020-10-01 23:52:05,583 - mmaction - INFO - Epoch [31][1660/1997] lr: 7.500e-03, eta: 1 day, 16:23:35, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8008, loss_cls: 1.7870, loss: 1.7870, grad_norm: 5.2593 2020-10-01 23:52:26,557 - mmaction - INFO - Epoch [31][1680/1997] lr: 7.500e-03, eta: 1 day, 16:23:14, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.2025 2020-10-01 23:52:46,978 - mmaction - INFO - Epoch [31][1700/1997] lr: 7.500e-03, eta: 1 day, 16:22:51, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8047, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.2752 2020-10-01 23:53:07,627 - mmaction - INFO - Epoch [31][1720/1997] lr: 7.500e-03, eta: 1 day, 16:22:29, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5716, top5_acc: 0.8042, loss_cls: 1.8107, loss: 1.8107, grad_norm: 5.3710 2020-10-01 23:53:29,257 - mmaction - INFO - Epoch [31][1740/1997] lr: 7.500e-03, eta: 1 day, 16:22:10, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5776, top5_acc: 0.8034, loss_cls: 1.8180, loss: 1.8180, grad_norm: 5.2316 2020-10-01 23:53:49,380 - mmaction - INFO - Epoch [31][1760/1997] lr: 7.500e-03, eta: 1 day, 16:21:47, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8055, loss_cls: 1.7736, loss: 1.7736, grad_norm: 5.3059 2020-10-01 23:54:11,266 - mmaction - INFO - Epoch [31][1780/1997] lr: 7.500e-03, eta: 1 day, 16:21:27, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.5773, top5_acc: 0.8094, loss_cls: 1.7893, loss: 1.7893, grad_norm: 5.2694 2020-10-01 23:54:32,062 - mmaction - INFO - Epoch [31][1800/1997] lr: 7.500e-03, eta: 1 day, 16:21:06, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6003, top5_acc: 0.8164, loss_cls: 1.7331, loss: 1.7331, grad_norm: 5.3494 2020-10-01 23:54:54,321 - mmaction - INFO - Epoch [31][1820/1997] lr: 7.500e-03, eta: 1 day, 16:20:47, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.5945, top5_acc: 0.8023, loss_cls: 1.7586, loss: 1.7586, grad_norm: 5.1817 2020-10-01 23:55:14,558 - mmaction - INFO - Epoch [31][1840/1997] lr: 7.500e-03, eta: 1 day, 16:20:24, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.5771, top5_acc: 0.8044, loss_cls: 1.7965, loss: 1.7965, grad_norm: 5.2920 2020-10-01 23:55:35,176 - mmaction - INFO - Epoch [31][1860/1997] lr: 7.500e-03, eta: 1 day, 16:20:02, time: 1.033, data_time: 0.003, memory: 8350, top1_acc: 0.5737, top5_acc: 0.8021, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.3216 2020-10-01 23:55:56,503 - mmaction - INFO - Epoch [31][1880/1997] lr: 7.500e-03, eta: 1 day, 16:19:42, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7442, loss: 1.7442, grad_norm: 5.1943 2020-10-01 23:56:16,531 - mmaction - INFO - Epoch [31][1900/1997] lr: 7.500e-03, eta: 1 day, 16:19:19, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5896, top5_acc: 0.8099, loss_cls: 1.7705, loss: 1.7705, grad_norm: 5.3002 2020-10-01 23:56:37,185 - mmaction - INFO - Epoch [31][1920/1997] lr: 7.500e-03, eta: 1 day, 16:18:57, time: 1.033, data_time: 0.044, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8039, loss_cls: 1.7808, loss: 1.7808, grad_norm: 5.2369 2020-10-01 23:56:58,339 - mmaction - INFO - Epoch [31][1940/1997] lr: 7.500e-03, eta: 1 day, 16:18:36, time: 1.057, data_time: 0.050, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8013, loss_cls: 1.7610, loss: 1.7610, grad_norm: 5.2387 2020-10-01 23:57:19,633 - mmaction - INFO - Epoch [31][1960/1997] lr: 7.500e-03, eta: 1 day, 16:18:15, time: 1.065, data_time: 0.108, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8120, loss_cls: 1.7163, loss: 1.7163, grad_norm: 5.0960 2020-10-01 23:57:41,105 - mmaction - INFO - Epoch [31][1980/1997] lr: 7.500e-03, eta: 1 day, 16:17:55, time: 1.072, data_time: 0.006, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8052, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.1728 2020-10-01 23:57:58,279 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-10-01 23:58:42,341 - mmaction - INFO - Epoch [32][20/1997] lr: 7.500e-03, eta: 1 day, 16:17:26, time: 2.166, data_time: 1.170, memory: 8350, top1_acc: 0.6000, top5_acc: 0.8159, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.1122 2020-10-01 23:59:03,802 - mmaction - INFO - Epoch [32][40/1997] lr: 7.500e-03, eta: 1 day, 16:17:06, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8169, loss_cls: 1.6978, loss: 1.6978, grad_norm: 5.2303 2020-10-01 23:59:23,807 - mmaction - INFO - Epoch [32][60/1997] lr: 7.500e-03, eta: 1 day, 16:16:42, time: 1.000, data_time: 0.001, memory: 8350, top1_acc: 0.5898, top5_acc: 0.8078, loss_cls: 1.7485, loss: 1.7485, grad_norm: 5.2646 2020-10-01 23:59:44,469 - mmaction - INFO - Epoch [32][80/1997] lr: 7.500e-03, eta: 1 day, 16:16:20, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5966, top5_acc: 0.8151, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.1777 2020-10-02 00:00:06,111 - mmaction - INFO - Epoch [32][100/1997] lr: 7.500e-03, eta: 1 day, 16:16:01, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5966, top5_acc: 0.8143, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.2253 2020-10-02 00:00:26,359 - mmaction - INFO - Epoch [32][120/1997] lr: 7.500e-03, eta: 1 day, 16:15:38, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5784, top5_acc: 0.8060, loss_cls: 1.7702, loss: 1.7702, grad_norm: 5.2450 2020-10-02 00:00:47,425 - mmaction - INFO - Epoch [32][140/1997] lr: 7.500e-03, eta: 1 day, 16:15:17, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5924, top5_acc: 0.8068, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.2332 2020-10-02 00:01:09,220 - mmaction - INFO - Epoch [32][160/1997] lr: 7.500e-03, eta: 1 day, 16:14:57, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8143, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.1549 2020-10-02 00:01:29,583 - mmaction - INFO - Epoch [32][180/1997] lr: 7.500e-03, eta: 1 day, 16:14:35, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5758, top5_acc: 0.8146, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.3380 2020-10-02 00:01:51,101 - mmaction - INFO - Epoch [32][200/1997] lr: 7.500e-03, eta: 1 day, 16:14:15, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.5914, top5_acc: 0.7997, loss_cls: 1.7861, loss: 1.7861, grad_norm: 5.2443 2020-10-02 00:02:12,077 - mmaction - INFO - Epoch [32][220/1997] lr: 7.500e-03, eta: 1 day, 16:13:54, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5883, top5_acc: 0.8083, loss_cls: 1.7421, loss: 1.7421, grad_norm: 5.1986 2020-10-02 00:02:32,042 - mmaction - INFO - Epoch [32][240/1997] lr: 7.500e-03, eta: 1 day, 16:13:30, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8089, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.2029 2020-10-02 00:02:54,211 - mmaction - INFO - Epoch [32][260/1997] lr: 7.500e-03, eta: 1 day, 16:13:11, time: 1.107, data_time: 0.001, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8117, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.0864 2020-10-02 00:03:13,986 - mmaction - INFO - Epoch [32][280/1997] lr: 7.500e-03, eta: 1 day, 16:12:48, time: 0.990, data_time: 0.003, memory: 8350, top1_acc: 0.5891, top5_acc: 0.8089, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.2305 2020-10-02 00:03:35,855 - mmaction - INFO - Epoch [32][300/1997] lr: 7.500e-03, eta: 1 day, 16:12:28, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.6081, top5_acc: 0.8151, loss_cls: 1.6779, loss: 1.6779, grad_norm: 5.1969 2020-10-02 00:03:57,001 - mmaction - INFO - Epoch [32][320/1997] lr: 7.500e-03, eta: 1 day, 16:12:07, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.6065, top5_acc: 0.8229, loss_cls: 1.6446, loss: 1.6446, grad_norm: 5.0829 2020-10-02 00:04:17,232 - mmaction - INFO - Epoch [32][340/1997] lr: 7.500e-03, eta: 1 day, 16:11:45, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.7932, loss_cls: 1.8097, loss: 1.8097, grad_norm: 5.2982 2020-10-02 00:04:40,530 - mmaction - INFO - Epoch [32][360/1997] lr: 7.500e-03, eta: 1 day, 16:11:29, time: 1.165, data_time: 0.002, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8115, loss_cls: 1.7260, loss: 1.7260, grad_norm: 5.2635 2020-10-02 00:05:01,276 - mmaction - INFO - Epoch [32][380/1997] lr: 7.500e-03, eta: 1 day, 16:11:07, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8052, loss_cls: 1.7430, loss: 1.7430, grad_norm: 5.1822 2020-10-02 00:05:21,821 - mmaction - INFO - Epoch [32][400/1997] lr: 7.500e-03, eta: 1 day, 16:10:45, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.5880, top5_acc: 0.8125, loss_cls: 1.7081, loss: 1.7081, grad_norm: 5.2565 2020-10-02 00:05:43,118 - mmaction - INFO - Epoch [32][420/1997] lr: 7.500e-03, eta: 1 day, 16:10:24, time: 1.065, data_time: 0.003, memory: 8350, top1_acc: 0.5776, top5_acc: 0.8073, loss_cls: 1.7692, loss: 1.7692, grad_norm: 5.2632 2020-10-02 00:06:05,281 - mmaction - INFO - Epoch [32][440/1997] lr: 7.500e-03, eta: 1 day, 16:10:05, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8141, loss_cls: 1.7112, loss: 1.7112, grad_norm: 5.1580 2020-10-02 00:06:25,541 - mmaction - INFO - Epoch [32][460/1997] lr: 7.500e-03, eta: 1 day, 16:09:43, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8174, loss_cls: 1.7179, loss: 1.7179, grad_norm: 5.1479 2020-10-02 00:06:46,841 - mmaction - INFO - Epoch [32][480/1997] lr: 7.500e-03, eta: 1 day, 16:09:22, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8141, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.1665 2020-10-02 00:07:07,542 - mmaction - INFO - Epoch [32][500/1997] lr: 7.500e-03, eta: 1 day, 16:09:00, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8115, loss_cls: 1.7271, loss: 1.7271, grad_norm: 5.1640 2020-10-02 00:07:28,065 - mmaction - INFO - Epoch [32][520/1997] lr: 7.500e-03, eta: 1 day, 16:08:38, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8026, loss_cls: 1.7823, loss: 1.7823, grad_norm: 5.1368 2020-10-02 00:07:48,892 - mmaction - INFO - Epoch [32][540/1997] lr: 7.500e-03, eta: 1 day, 16:08:16, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5953, top5_acc: 0.8159, loss_cls: 1.7240, loss: 1.7240, grad_norm: 5.1256 2020-10-02 00:08:10,092 - mmaction - INFO - Epoch [32][560/1997] lr: 7.500e-03, eta: 1 day, 16:07:56, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7785, loss: 1.7785, grad_norm: 5.2350 2020-10-02 00:08:31,213 - mmaction - INFO - Epoch [32][580/1997] lr: 7.500e-03, eta: 1 day, 16:07:35, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8122, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.2512 2020-10-02 00:08:51,504 - mmaction - INFO - Epoch [32][600/1997] lr: 7.500e-03, eta: 1 day, 16:07:12, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5854, top5_acc: 0.7982, loss_cls: 1.7723, loss: 1.7723, grad_norm: 5.3339 2020-10-02 00:09:12,788 - mmaction - INFO - Epoch [32][620/1997] lr: 7.500e-03, eta: 1 day, 16:06:52, time: 1.065, data_time: 0.003, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8065, loss_cls: 1.7359, loss: 1.7359, grad_norm: 5.1920 2020-10-02 00:09:33,741 - mmaction - INFO - Epoch [32][640/1997] lr: 7.500e-03, eta: 1 day, 16:06:30, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8000, loss_cls: 1.7935, loss: 1.7935, grad_norm: 5.1798 2020-10-02 00:09:53,537 - mmaction - INFO - Epoch [32][660/1997] lr: 7.500e-03, eta: 1 day, 16:06:06, time: 0.989, data_time: 0.040, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.1596 2020-10-02 00:10:16,081 - mmaction - INFO - Epoch [32][680/1997] lr: 7.500e-03, eta: 1 day, 16:05:49, time: 1.127, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8083, loss_cls: 1.7606, loss: 1.7606, grad_norm: 5.1914 2020-10-02 00:10:36,578 - mmaction - INFO - Epoch [32][700/1997] lr: 7.500e-03, eta: 1 day, 16:05:26, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6096, top5_acc: 0.8161, loss_cls: 1.6754, loss: 1.6754, grad_norm: 5.0969 2020-10-02 00:10:56,550 - mmaction - INFO - Epoch [32][720/1997] lr: 7.500e-03, eta: 1 day, 16:05:03, time: 0.998, data_time: 0.001, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8208, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.1729 2020-10-02 00:11:18,033 - mmaction - INFO - Epoch [32][740/1997] lr: 7.500e-03, eta: 1 day, 16:04:43, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5880, top5_acc: 0.7990, loss_cls: 1.7923, loss: 1.7923, grad_norm: 5.3393 2020-10-02 00:11:40,128 - mmaction - INFO - Epoch [32][760/1997] lr: 7.500e-03, eta: 1 day, 16:04:24, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8031, loss_cls: 1.8037, loss: 1.8037, grad_norm: 5.4091 2020-10-02 00:12:01,188 - mmaction - INFO - Epoch [32][780/1997] lr: 7.500e-03, eta: 1 day, 16:04:03, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6031, top5_acc: 0.8096, loss_cls: 1.7271, loss: 1.7271, grad_norm: 5.2419 2020-10-02 00:12:20,746 - mmaction - INFO - Epoch [32][800/1997] lr: 7.500e-03, eta: 1 day, 16:03:39, time: 0.977, data_time: 0.025, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8133, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.2443 2020-10-02 00:12:41,336 - mmaction - INFO - Epoch [32][820/1997] lr: 7.500e-03, eta: 1 day, 16:03:17, time: 1.031, data_time: 0.192, memory: 8350, top1_acc: 0.5883, top5_acc: 0.8099, loss_cls: 1.7405, loss: 1.7405, grad_norm: 5.1874 2020-10-02 00:13:03,036 - mmaction - INFO - Epoch [32][840/1997] lr: 7.500e-03, eta: 1 day, 16:02:57, time: 1.084, data_time: 0.018, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8073, loss_cls: 1.7685, loss: 1.7685, grad_norm: 5.2583 2020-10-02 00:13:23,845 - mmaction - INFO - Epoch [32][860/1997] lr: 7.500e-03, eta: 1 day, 16:02:35, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8029, loss_cls: 1.8145, loss: 1.8145, grad_norm: 5.3328 2020-10-02 00:13:45,308 - mmaction - INFO - Epoch [32][880/1997] lr: 7.500e-03, eta: 1 day, 16:02:15, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.6070, top5_acc: 0.8096, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.1373 2020-10-02 00:14:05,794 - mmaction - INFO - Epoch [32][900/1997] lr: 7.500e-03, eta: 1 day, 16:01:53, time: 1.026, data_time: 0.003, memory: 8350, top1_acc: 0.5891, top5_acc: 0.8133, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.1989 2020-10-02 00:14:26,911 - mmaction - INFO - Epoch [32][920/1997] lr: 7.500e-03, eta: 1 day, 16:01:32, time: 1.055, data_time: 0.081, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8016, loss_cls: 1.7711, loss: 1.7711, grad_norm: 5.2288 2020-10-02 00:14:47,633 - mmaction - INFO - Epoch [32][940/1997] lr: 7.500e-03, eta: 1 day, 16:01:10, time: 1.036, data_time: 0.045, memory: 8350, top1_acc: 0.5938, top5_acc: 0.8120, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.2470 2020-10-02 00:15:08,801 - mmaction - INFO - Epoch [32][960/1997] lr: 7.500e-03, eta: 1 day, 16:00:49, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8122, loss_cls: 1.7428, loss: 1.7428, grad_norm: 5.1828 2020-10-02 00:15:30,659 - mmaction - INFO - Epoch [32][980/1997] lr: 7.500e-03, eta: 1 day, 16:00:30, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8034, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.2587 2020-10-02 00:15:50,519 - mmaction - INFO - Epoch [32][1000/1997] lr: 7.500e-03, eta: 1 day, 16:00:06, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.5826, top5_acc: 0.7974, loss_cls: 1.7864, loss: 1.7864, grad_norm: 5.2818 2020-10-02 00:16:10,950 - mmaction - INFO - Epoch [32][1020/1997] lr: 7.500e-03, eta: 1 day, 15:59:44, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8135, loss_cls: 1.7207, loss: 1.7207, grad_norm: 5.1386 2020-10-02 00:16:32,737 - mmaction - INFO - Epoch [32][1040/1997] lr: 7.500e-03, eta: 1 day, 15:59:25, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8099, loss_cls: 1.7557, loss: 1.7557, grad_norm: 5.2314 2020-10-02 00:16:53,057 - mmaction - INFO - Epoch [32][1060/1997] lr: 7.500e-03, eta: 1 day, 15:59:02, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5896, top5_acc: 0.8036, loss_cls: 1.7469, loss: 1.7469, grad_norm: 5.2388 2020-10-02 00:17:15,547 - mmaction - INFO - Epoch [32][1080/1997] lr: 7.500e-03, eta: 1 day, 15:58:44, time: 1.125, data_time: 0.001, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8021, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.3208 2020-10-02 00:17:35,410 - mmaction - INFO - Epoch [32][1100/1997] lr: 7.500e-03, eta: 1 day, 15:58:20, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.5971, top5_acc: 0.8148, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.1697 2020-10-02 00:17:57,096 - mmaction - INFO - Epoch [32][1120/1997] lr: 7.500e-03, eta: 1 day, 15:58:01, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.5880, top5_acc: 0.8070, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.2836 2020-10-02 00:18:18,914 - mmaction - INFO - Epoch [32][1140/1997] lr: 7.500e-03, eta: 1 day, 15:57:41, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.5758, top5_acc: 0.8005, loss_cls: 1.7896, loss: 1.7896, grad_norm: 5.3426 2020-10-02 00:18:38,563 - mmaction - INFO - Epoch [32][1160/1997] lr: 7.500e-03, eta: 1 day, 15:57:17, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8049, loss_cls: 1.7946, loss: 1.7946, grad_norm: 5.3197 2020-10-02 00:18:59,183 - mmaction - INFO - Epoch [32][1180/1997] lr: 7.500e-03, eta: 1 day, 15:56:55, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6057, top5_acc: 0.8208, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.1287 2020-10-02 00:19:19,774 - mmaction - INFO - Epoch [32][1200/1997] lr: 7.500e-03, eta: 1 day, 15:56:33, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8104, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.2397 2020-10-02 00:19:41,700 - mmaction - INFO - Epoch [32][1220/1997] lr: 7.500e-03, eta: 1 day, 15:56:14, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8065, loss_cls: 1.7583, loss: 1.7583, grad_norm: 5.2956 2020-10-02 00:20:03,238 - mmaction - INFO - Epoch [32][1240/1997] lr: 7.500e-03, eta: 1 day, 15:55:54, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.5802, top5_acc: 0.8044, loss_cls: 1.7843, loss: 1.7843, grad_norm: 5.3175 2020-10-02 00:20:23,388 - mmaction - INFO - Epoch [32][1260/1997] lr: 7.500e-03, eta: 1 day, 15:55:31, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8096, loss_cls: 1.7612, loss: 1.7612, grad_norm: 5.0822 2020-10-02 00:20:44,903 - mmaction - INFO - Epoch [32][1280/1997] lr: 7.500e-03, eta: 1 day, 15:55:11, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8182, loss_cls: 1.7354, loss: 1.7354, grad_norm: 5.1524 2020-10-02 00:21:04,954 - mmaction - INFO - Epoch [32][1300/1997] lr: 7.500e-03, eta: 1 day, 15:54:48, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8034, loss_cls: 1.7780, loss: 1.7780, grad_norm: 5.2689 2020-10-02 00:21:25,466 - mmaction - INFO - Epoch [32][1320/1997] lr: 7.500e-03, eta: 1 day, 15:54:25, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8112, loss_cls: 1.7520, loss: 1.7520, grad_norm: 5.2411 2020-10-02 00:21:46,736 - mmaction - INFO - Epoch [32][1340/1997] lr: 7.500e-03, eta: 1 day, 15:54:05, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5766, top5_acc: 0.8010, loss_cls: 1.8139, loss: 1.8139, grad_norm: 5.3015 2020-10-02 00:22:07,533 - mmaction - INFO - Epoch [32][1360/1997] lr: 7.500e-03, eta: 1 day, 15:53:43, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8177, loss_cls: 1.7180, loss: 1.7180, grad_norm: 5.2643 2020-10-02 00:22:28,457 - mmaction - INFO - Epoch [32][1380/1997] lr: 7.500e-03, eta: 1 day, 15:53:22, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5852, top5_acc: 0.8047, loss_cls: 1.7787, loss: 1.7787, grad_norm: 5.1828 2020-10-02 00:22:48,934 - mmaction - INFO - Epoch [32][1400/1997] lr: 7.500e-03, eta: 1 day, 15:53:00, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.8042, loss_cls: 1.7649, loss: 1.7649, grad_norm: 5.2546 2020-10-02 00:23:10,869 - mmaction - INFO - Epoch [32][1420/1997] lr: 7.500e-03, eta: 1 day, 15:52:40, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5766, top5_acc: 0.8060, loss_cls: 1.8003, loss: 1.8003, grad_norm: 5.3560 2020-10-02 00:23:31,099 - mmaction - INFO - Epoch [32][1440/1997] lr: 7.500e-03, eta: 1 day, 15:52:18, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5766, top5_acc: 0.7943, loss_cls: 1.8181, loss: 1.8181, grad_norm: 5.2070 2020-10-02 00:23:52,071 - mmaction - INFO - Epoch [32][1460/1997] lr: 7.500e-03, eta: 1 day, 15:51:56, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6010, top5_acc: 0.8174, loss_cls: 1.7040, loss: 1.7040, grad_norm: 5.1801 2020-10-02 00:24:13,299 - mmaction - INFO - Epoch [32][1480/1997] lr: 7.500e-03, eta: 1 day, 15:51:36, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8042, loss_cls: 1.7855, loss: 1.7855, grad_norm: 5.1971 2020-10-02 00:24:34,731 - mmaction - INFO - Epoch [32][1500/1997] lr: 7.500e-03, eta: 1 day, 15:51:15, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.6008, top5_acc: 0.8109, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.1405 2020-10-02 00:24:54,943 - mmaction - INFO - Epoch [32][1520/1997] lr: 7.500e-03, eta: 1 day, 15:50:53, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.5893, top5_acc: 0.8091, loss_cls: 1.7427, loss: 1.7427, grad_norm: 5.1911 2020-10-02 00:25:15,247 - mmaction - INFO - Epoch [32][1540/1997] lr: 7.500e-03, eta: 1 day, 15:50:30, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5839, top5_acc: 0.8026, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.2862 2020-10-02 00:25:37,084 - mmaction - INFO - Epoch [32][1560/1997] lr: 7.500e-03, eta: 1 day, 15:50:11, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.7974, loss_cls: 1.7876, loss: 1.7876, grad_norm: 5.2325 2020-10-02 00:25:57,087 - mmaction - INFO - Epoch [32][1580/1997] lr: 7.500e-03, eta: 1 day, 15:49:47, time: 1.000, data_time: 0.001, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8104, loss_cls: 1.7435, loss: 1.7435, grad_norm: 5.1271 2020-10-02 00:26:18,175 - mmaction - INFO - Epoch [32][1600/1997] lr: 7.500e-03, eta: 1 day, 15:49:26, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5661, top5_acc: 0.7919, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.3406 2020-10-02 00:26:39,594 - mmaction - INFO - Epoch [32][1620/1997] lr: 7.500e-03, eta: 1 day, 15:49:06, time: 1.072, data_time: 0.003, memory: 8350, top1_acc: 0.5823, top5_acc: 0.8010, loss_cls: 1.8112, loss: 1.8112, grad_norm: 5.3436 2020-10-02 00:27:00,218 - mmaction - INFO - Epoch [32][1640/1997] lr: 7.500e-03, eta: 1 day, 15:48:44, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.5716, top5_acc: 0.8005, loss_cls: 1.8195, loss: 1.8195, grad_norm: 5.3370 2020-10-02 00:27:20,630 - mmaction - INFO - Epoch [32][1660/1997] lr: 7.500e-03, eta: 1 day, 15:48:22, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8120, loss_cls: 1.7503, loss: 1.7503, grad_norm: 5.2351 2020-10-02 00:27:43,414 - mmaction - INFO - Epoch [32][1680/1997] lr: 7.500e-03, eta: 1 day, 15:48:04, time: 1.139, data_time: 0.002, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8062, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.1996 2020-10-02 00:28:04,351 - mmaction - INFO - Epoch [32][1700/1997] lr: 7.500e-03, eta: 1 day, 15:47:43, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7887, loss: 1.7887, grad_norm: 5.3060 2020-10-02 00:28:23,516 - mmaction - INFO - Epoch [32][1720/1997] lr: 7.500e-03, eta: 1 day, 15:47:18, time: 0.957, data_time: 0.002, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8026, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.2177 2020-10-02 00:28:46,174 - mmaction - INFO - Epoch [32][1740/1997] lr: 7.500e-03, eta: 1 day, 15:47:00, time: 1.135, data_time: 0.003, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8060, loss_cls: 1.7512, loss: 1.7512, grad_norm: 5.1028 2020-10-02 00:29:06,908 - mmaction - INFO - Epoch [32][1760/1997] lr: 7.500e-03, eta: 1 day, 15:46:38, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8070, loss_cls: 1.7565, loss: 1.7565, grad_norm: 5.1074 2020-10-02 00:29:27,804 - mmaction - INFO - Epoch [32][1780/1997] lr: 7.500e-03, eta: 1 day, 15:46:17, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8039, loss_cls: 1.8045, loss: 1.8045, grad_norm: 5.3021 2020-10-02 00:29:48,006 - mmaction - INFO - Epoch [32][1800/1997] lr: 7.500e-03, eta: 1 day, 15:45:54, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8122, loss_cls: 1.7484, loss: 1.7484, grad_norm: 5.2778 2020-10-02 00:30:09,189 - mmaction - INFO - Epoch [32][1820/1997] lr: 7.500e-03, eta: 1 day, 15:45:33, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8099, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.1196 2020-10-02 00:30:30,826 - mmaction - INFO - Epoch [32][1840/1997] lr: 7.500e-03, eta: 1 day, 15:45:14, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.7995, loss_cls: 1.8141, loss: 1.8141, grad_norm: 5.2571 2020-10-02 00:30:51,692 - mmaction - INFO - Epoch [32][1860/1997] lr: 7.500e-03, eta: 1 day, 15:44:52, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8104, loss_cls: 1.7695, loss: 1.7695, grad_norm: 5.3026 2020-10-02 00:31:11,962 - mmaction - INFO - Epoch [32][1880/1997] lr: 7.500e-03, eta: 1 day, 15:44:29, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.5883, top5_acc: 0.8039, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.3282 2020-10-02 00:31:33,859 - mmaction - INFO - Epoch [32][1900/1997] lr: 7.500e-03, eta: 1 day, 15:44:10, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8073, loss_cls: 1.7723, loss: 1.7723, grad_norm: 5.3556 2020-10-02 00:31:54,455 - mmaction - INFO - Epoch [32][1920/1997] lr: 7.500e-03, eta: 1 day, 15:43:48, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.5753, top5_acc: 0.8013, loss_cls: 1.8245, loss: 1.8245, grad_norm: 5.3820 2020-10-02 00:32:15,318 - mmaction - INFO - Epoch [32][1940/1997] lr: 7.500e-03, eta: 1 day, 15:43:27, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8096, loss_cls: 1.7329, loss: 1.7329, grad_norm: 5.2144 2020-10-02 00:32:37,537 - mmaction - INFO - Epoch [32][1960/1997] lr: 7.500e-03, eta: 1 day, 15:43:08, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.5755, top5_acc: 0.8003, loss_cls: 1.8270, loss: 1.8270, grad_norm: 5.3605 2020-10-02 00:32:57,125 - mmaction - INFO - Epoch [32][1980/1997] lr: 7.500e-03, eta: 1 day, 15:42:44, time: 0.980, data_time: 0.002, memory: 8350, top1_acc: 0.5701, top5_acc: 0.8096, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.4888 2020-10-02 00:33:16,865 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-10-02 00:34:04,717 - mmaction - INFO - Epoch [33][20/1997] lr: 7.500e-03, eta: 1 day, 15:42:22, time: 2.351, data_time: 1.452, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8198, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.1406 2020-10-02 00:34:26,140 - mmaction - INFO - Epoch [33][40/1997] lr: 7.500e-03, eta: 1 day, 15:42:02, time: 1.072, data_time: 0.025, memory: 8350, top1_acc: 0.5966, top5_acc: 0.8089, loss_cls: 1.7222, loss: 1.7222, grad_norm: 5.1265 2020-10-02 00:34:47,165 - mmaction - INFO - Epoch [33][60/1997] lr: 7.500e-03, eta: 1 day, 15:41:41, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6070, top5_acc: 0.8143, loss_cls: 1.7062, loss: 1.7062, grad_norm: 4.9959 2020-10-02 00:35:08,311 - mmaction - INFO - Epoch [33][80/1997] lr: 7.500e-03, eta: 1 day, 15:41:20, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.5927, top5_acc: 0.8128, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.2934 2020-10-02 00:35:29,963 - mmaction - INFO - Epoch [33][100/1997] lr: 7.500e-03, eta: 1 day, 15:41:00, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8185, loss_cls: 1.7298, loss: 1.7298, grad_norm: 5.2372 2020-10-02 00:35:49,978 - mmaction - INFO - Epoch [33][120/1997] lr: 7.500e-03, eta: 1 day, 15:40:37, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5927, top5_acc: 0.8133, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.2120 2020-10-02 00:36:10,554 - mmaction - INFO - Epoch [33][140/1997] lr: 7.500e-03, eta: 1 day, 15:40:15, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.5924, top5_acc: 0.8161, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.1883 2020-10-02 00:36:31,331 - mmaction - INFO - Epoch [33][160/1997] lr: 7.500e-03, eta: 1 day, 15:39:53, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6154, top5_acc: 0.8227, loss_cls: 1.6501, loss: 1.6501, grad_norm: 5.0247 2020-10-02 00:36:52,848 - mmaction - INFO - Epoch [33][180/1997] lr: 7.500e-03, eta: 1 day, 15:39:33, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8128, loss_cls: 1.7309, loss: 1.7309, grad_norm: 5.1157 2020-10-02 00:37:14,462 - mmaction - INFO - Epoch [33][200/1997] lr: 7.500e-03, eta: 1 day, 15:39:13, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6970, loss: 1.6970, grad_norm: 5.2896 2020-10-02 00:37:33,967 - mmaction - INFO - Epoch [33][220/1997] lr: 7.500e-03, eta: 1 day, 15:38:49, time: 0.975, data_time: 0.002, memory: 8350, top1_acc: 0.6039, top5_acc: 0.8151, loss_cls: 1.7101, loss: 1.7101, grad_norm: 5.1909 2020-10-02 00:37:55,051 - mmaction - INFO - Epoch [33][240/1997] lr: 7.500e-03, eta: 1 day, 15:38:28, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8156, loss_cls: 1.6904, loss: 1.6904, grad_norm: 5.2404 2020-10-02 00:38:16,432 - mmaction - INFO - Epoch [33][260/1997] lr: 7.500e-03, eta: 1 day, 15:38:07, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5997, top5_acc: 0.8224, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.2103 2020-10-02 00:38:37,747 - mmaction - INFO - Epoch [33][280/1997] lr: 7.500e-03, eta: 1 day, 15:37:47, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5815, top5_acc: 0.8055, loss_cls: 1.7822, loss: 1.7822, grad_norm: 5.1739 2020-10-02 00:38:58,021 - mmaction - INFO - Epoch [33][300/1997] lr: 7.500e-03, eta: 1 day, 15:37:24, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.7131, loss: 1.7131, grad_norm: 5.1982 2020-10-02 00:39:19,076 - mmaction - INFO - Epoch [33][320/1997] lr: 7.500e-03, eta: 1 day, 15:37:03, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8073, loss_cls: 1.7488, loss: 1.7488, grad_norm: 5.2088 2020-10-02 00:39:41,045 - mmaction - INFO - Epoch [33][340/1997] lr: 7.500e-03, eta: 1 day, 15:36:44, time: 1.098, data_time: 0.003, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8167, loss_cls: 1.6926, loss: 1.6926, grad_norm: 5.1502 2020-10-02 00:40:02,294 - mmaction - INFO - Epoch [33][360/1997] lr: 7.500e-03, eta: 1 day, 15:36:23, time: 1.063, data_time: 0.003, memory: 8350, top1_acc: 0.5932, top5_acc: 0.8190, loss_cls: 1.7338, loss: 1.7338, grad_norm: 5.2898 2020-10-02 00:40:22,219 - mmaction - INFO - Epoch [33][380/1997] lr: 7.500e-03, eta: 1 day, 15:36:00, time: 0.997, data_time: 0.003, memory: 8350, top1_acc: 0.5924, top5_acc: 0.8117, loss_cls: 1.7258, loss: 1.7258, grad_norm: 5.2552 2020-10-02 00:40:42,907 - mmaction - INFO - Epoch [33][400/1997] lr: 7.500e-03, eta: 1 day, 15:35:38, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8161, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.2101 2020-10-02 00:41:04,927 - mmaction - INFO - Epoch [33][420/1997] lr: 7.500e-03, eta: 1 day, 15:35:19, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8143, loss_cls: 1.7309, loss: 1.7309, grad_norm: 5.2229 2020-10-02 00:41:24,871 - mmaction - INFO - Epoch [33][440/1997] lr: 7.500e-03, eta: 1 day, 15:34:56, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8122, loss_cls: 1.7213, loss: 1.7213, grad_norm: 5.2476 2020-10-02 00:41:46,457 - mmaction - INFO - Epoch [33][460/1997] lr: 7.500e-03, eta: 1 day, 15:34:36, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5966, top5_acc: 0.8125, loss_cls: 1.7232, loss: 1.7232, grad_norm: 5.1858 2020-10-02 00:42:09,509 - mmaction - INFO - Epoch [33][480/1997] lr: 7.500e-03, eta: 1 day, 15:34:19, time: 1.153, data_time: 0.002, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8195, loss_cls: 1.7259, loss: 1.7259, grad_norm: 5.2255 2020-10-02 00:42:29,702 - mmaction - INFO - Epoch [33][500/1997] lr: 7.500e-03, eta: 1 day, 15:33:56, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.5872, top5_acc: 0.7997, loss_cls: 1.8056, loss: 1.8056, grad_norm: 5.3317 2020-10-02 00:42:51,760 - mmaction - INFO - Epoch [33][520/1997] lr: 7.500e-03, eta: 1 day, 15:33:37, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8094, loss_cls: 1.7168, loss: 1.7168, grad_norm: 5.2811 2020-10-02 00:43:13,242 - mmaction - INFO - Epoch [33][540/1997] lr: 7.500e-03, eta: 1 day, 15:33:17, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.6083, top5_acc: 0.8138, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.1007 2020-10-02 00:43:32,432 - mmaction - INFO - Epoch [33][560/1997] lr: 7.500e-03, eta: 1 day, 15:32:52, time: 0.960, data_time: 0.002, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8063, loss_cls: 1.7770, loss: 1.7770, grad_norm: 5.3363 2020-10-02 00:43:53,258 - mmaction - INFO - Epoch [33][580/1997] lr: 7.500e-03, eta: 1 day, 15:32:30, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8154, loss_cls: 1.7462, loss: 1.7462, grad_norm: 5.3533 2020-10-02 00:44:14,738 - mmaction - INFO - Epoch [33][600/1997] lr: 7.500e-03, eta: 1 day, 15:32:10, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8193, loss_cls: 1.6980, loss: 1.6980, grad_norm: 5.2061 2020-10-02 00:44:35,087 - mmaction - INFO - Epoch [33][620/1997] lr: 7.500e-03, eta: 1 day, 15:31:48, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5839, top5_acc: 0.7995, loss_cls: 1.7740, loss: 1.7740, grad_norm: 5.2246 2020-10-02 00:44:56,780 - mmaction - INFO - Epoch [33][640/1997] lr: 7.500e-03, eta: 1 day, 15:31:28, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.5818, top5_acc: 0.8109, loss_cls: 1.7543, loss: 1.7543, grad_norm: 5.2680 2020-10-02 00:45:17,009 - mmaction - INFO - Epoch [33][660/1997] lr: 7.500e-03, eta: 1 day, 15:31:05, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5911, top5_acc: 0.8057, loss_cls: 1.7502, loss: 1.7502, grad_norm: 5.1779 2020-10-02 00:45:37,616 - mmaction - INFO - Epoch [33][680/1997] lr: 7.500e-03, eta: 1 day, 15:30:43, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5937, top5_acc: 0.8138, loss_cls: 1.7140, loss: 1.7140, grad_norm: 5.1282 2020-10-02 00:45:59,009 - mmaction - INFO - Epoch [33][700/1997] lr: 7.500e-03, eta: 1 day, 15:30:23, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8203, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.1886 2020-10-02 00:46:19,189 - mmaction - INFO - Epoch [33][720/1997] lr: 7.500e-03, eta: 1 day, 15:30:00, time: 1.010, data_time: 0.003, memory: 8350, top1_acc: 0.5893, top5_acc: 0.8008, loss_cls: 1.7478, loss: 1.7478, grad_norm: 5.2598 2020-10-02 00:46:41,446 - mmaction - INFO - Epoch [33][740/1997] lr: 7.500e-03, eta: 1 day, 15:29:41, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.6008, top5_acc: 0.8234, loss_cls: 1.7066, loss: 1.7066, grad_norm: 5.1523 2020-10-02 00:47:02,114 - mmaction - INFO - Epoch [33][760/1997] lr: 7.500e-03, eta: 1 day, 15:29:20, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8221, loss_cls: 1.6982, loss: 1.6982, grad_norm: 5.2181 2020-10-02 00:47:23,007 - mmaction - INFO - Epoch [33][780/1997] lr: 7.500e-03, eta: 1 day, 15:28:58, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8036, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.3150 2020-10-02 00:47:45,180 - mmaction - INFO - Epoch [33][800/1997] lr: 7.500e-03, eta: 1 day, 15:28:39, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8154, loss_cls: 1.7362, loss: 1.7362, grad_norm: 5.2729 2020-10-02 00:48:06,278 - mmaction - INFO - Epoch [33][820/1997] lr: 7.500e-03, eta: 1 day, 15:28:19, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5938, top5_acc: 0.8055, loss_cls: 1.7687, loss: 1.7687, grad_norm: 5.2677 2020-10-02 00:48:25,793 - mmaction - INFO - Epoch [33][840/1997] lr: 7.500e-03, eta: 1 day, 15:27:54, time: 0.975, data_time: 0.002, memory: 8350, top1_acc: 0.5789, top5_acc: 0.8026, loss_cls: 1.7818, loss: 1.7818, grad_norm: 5.2213 2020-10-02 00:48:48,025 - mmaction - INFO - Epoch [33][860/1997] lr: 7.500e-03, eta: 1 day, 15:27:36, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.5893, top5_acc: 0.8107, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.1346 2020-10-02 00:49:08,962 - mmaction - INFO - Epoch [33][880/1997] lr: 7.500e-03, eta: 1 day, 15:27:14, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8115, loss_cls: 1.7492, loss: 1.7492, grad_norm: 5.2135 2020-10-02 00:49:28,971 - mmaction - INFO - Epoch [33][900/1997] lr: 7.500e-03, eta: 1 day, 15:26:51, time: 1.001, data_time: 0.003, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8089, loss_cls: 1.7321, loss: 1.7321, grad_norm: 5.2561 2020-10-02 00:49:51,034 - mmaction - INFO - Epoch [33][920/1997] lr: 7.500e-03, eta: 1 day, 15:26:32, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8112, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.1780 2020-10-02 00:50:11,662 - mmaction - INFO - Epoch [33][940/1997] lr: 7.500e-03, eta: 1 day, 15:26:10, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6083, top5_acc: 0.8185, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.0837 2020-10-02 00:50:31,940 - mmaction - INFO - Epoch [33][960/1997] lr: 7.500e-03, eta: 1 day, 15:25:48, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.6029, top5_acc: 0.8159, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.0622 2020-10-02 00:50:53,076 - mmaction - INFO - Epoch [33][980/1997] lr: 7.500e-03, eta: 1 day, 15:25:27, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8104, loss_cls: 1.7526, loss: 1.7526, grad_norm: 5.1771 2020-10-02 00:51:14,567 - mmaction - INFO - Epoch [33][1000/1997] lr: 7.500e-03, eta: 1 day, 15:25:06, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5995, top5_acc: 0.8112, loss_cls: 1.7248, loss: 1.7248, grad_norm: 5.1823 2020-10-02 00:51:35,486 - mmaction - INFO - Epoch [33][1020/1997] lr: 7.500e-03, eta: 1 day, 15:24:45, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.2545 2020-10-02 00:51:56,637 - mmaction - INFO - Epoch [33][1040/1997] lr: 7.500e-03, eta: 1 day, 15:24:24, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5802, top5_acc: 0.8065, loss_cls: 1.7756, loss: 1.7756, grad_norm: 5.3069 2020-10-02 00:52:16,288 - mmaction - INFO - Epoch [33][1060/1997] lr: 7.500e-03, eta: 1 day, 15:24:00, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8083, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.2650 2020-10-02 00:52:37,081 - mmaction - INFO - Epoch [33][1080/1997] lr: 7.500e-03, eta: 1 day, 15:23:39, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8062, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.2228 2020-10-02 00:52:57,566 - mmaction - INFO - Epoch [33][1100/1997] lr: 7.500e-03, eta: 1 day, 15:23:17, time: 1.025, data_time: 0.054, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8161, loss_cls: 1.7242, loss: 1.7242, grad_norm: 5.1973 2020-10-02 00:53:18,784 - mmaction - INFO - Epoch [33][1120/1997] lr: 7.500e-03, eta: 1 day, 15:22:56, time: 1.059, data_time: 0.012, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8086, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.3258 2020-10-02 00:53:40,065 - mmaction - INFO - Epoch [33][1140/1997] lr: 7.500e-03, eta: 1 day, 15:22:35, time: 1.065, data_time: 0.072, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8141, loss_cls: 1.7666, loss: 1.7666, grad_norm: 5.3367 2020-10-02 00:54:00,966 - mmaction - INFO - Epoch [33][1160/1997] lr: 7.500e-03, eta: 1 day, 15:22:14, time: 1.045, data_time: 0.024, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.7428, loss: 1.7428, grad_norm: 5.1868 2020-10-02 00:54:22,064 - mmaction - INFO - Epoch [33][1180/1997] lr: 7.500e-03, eta: 1 day, 15:21:53, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8104, loss_cls: 1.7409, loss: 1.7409, grad_norm: 5.2899 2020-10-02 00:54:43,252 - mmaction - INFO - Epoch [33][1200/1997] lr: 7.500e-03, eta: 1 day, 15:21:32, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5995, top5_acc: 0.8109, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.2109 2020-10-02 00:55:03,654 - mmaction - INFO - Epoch [33][1220/1997] lr: 7.500e-03, eta: 1 day, 15:21:10, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8068, loss_cls: 1.7428, loss: 1.7428, grad_norm: 5.2431 2020-10-02 00:55:25,123 - mmaction - INFO - Epoch [33][1240/1997] lr: 7.500e-03, eta: 1 day, 15:20:49, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.7974, loss_cls: 1.8166, loss: 1.8166, grad_norm: 5.3606 2020-10-02 00:55:45,785 - mmaction - INFO - Epoch [33][1260/1997] lr: 7.500e-03, eta: 1 day, 15:20:28, time: 1.034, data_time: 0.003, memory: 8350, top1_acc: 0.5737, top5_acc: 0.7966, loss_cls: 1.8059, loss: 1.8059, grad_norm: 5.3120 2020-10-02 00:56:07,666 - mmaction - INFO - Epoch [33][1280/1997] lr: 7.500e-03, eta: 1 day, 15:20:08, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.5841, top5_acc: 0.8021, loss_cls: 1.7872, loss: 1.7872, grad_norm: 5.2933 2020-10-02 00:56:28,828 - mmaction - INFO - Epoch [33][1300/1997] lr: 7.500e-03, eta: 1 day, 15:19:47, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.7220, loss: 1.7220, grad_norm: 5.2370 2020-10-02 00:56:49,458 - mmaction - INFO - Epoch [33][1320/1997] lr: 7.500e-03, eta: 1 day, 15:19:25, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8060, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.1844 2020-10-02 00:57:10,269 - mmaction - INFO - Epoch [33][1340/1997] lr: 7.500e-03, eta: 1 day, 15:19:04, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5898, top5_acc: 0.8112, loss_cls: 1.7577, loss: 1.7577, grad_norm: 5.3269 2020-10-02 00:57:30,801 - mmaction - INFO - Epoch [33][1360/1997] lr: 7.500e-03, eta: 1 day, 15:18:42, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.5732, top5_acc: 0.8094, loss_cls: 1.7803, loss: 1.7803, grad_norm: 5.2524 2020-10-02 00:57:51,949 - mmaction - INFO - Epoch [33][1380/1997] lr: 7.500e-03, eta: 1 day, 15:18:21, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5786, top5_acc: 0.7969, loss_cls: 1.8017, loss: 1.8017, grad_norm: 5.2894 2020-10-02 00:58:12,633 - mmaction - INFO - Epoch [33][1400/1997] lr: 7.500e-03, eta: 1 day, 15:17:59, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8081, loss_cls: 1.7776, loss: 1.7776, grad_norm: 5.3794 2020-10-02 00:58:33,941 - mmaction - INFO - Epoch [33][1420/1997] lr: 7.500e-03, eta: 1 day, 15:17:39, time: 1.065, data_time: 0.105, memory: 8350, top1_acc: 0.5945, top5_acc: 0.8083, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.2350 2020-10-02 00:58:54,904 - mmaction - INFO - Epoch [33][1440/1997] lr: 7.500e-03, eta: 1 day, 15:17:17, time: 1.048, data_time: 0.062, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8099, loss_cls: 1.7195, loss: 1.7195, grad_norm: 5.1809 2020-10-02 00:59:17,701 - mmaction - INFO - Epoch [33][1460/1997] lr: 7.500e-03, eta: 1 day, 15:17:00, time: 1.140, data_time: 0.002, memory: 8350, top1_acc: 0.5823, top5_acc: 0.7990, loss_cls: 1.7889, loss: 1.7889, grad_norm: 5.2530 2020-10-02 00:59:37,770 - mmaction - INFO - Epoch [33][1480/1997] lr: 7.500e-03, eta: 1 day, 15:16:37, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.7974, loss_cls: 1.8012, loss: 1.8012, grad_norm: 5.3195 2020-10-02 00:59:58,109 - mmaction - INFO - Epoch [33][1500/1997] lr: 7.500e-03, eta: 1 day, 15:16:14, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.6070, top5_acc: 0.8117, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.1367 2020-10-02 01:00:19,548 - mmaction - INFO - Epoch [33][1520/1997] lr: 7.500e-03, eta: 1 day, 15:15:54, time: 1.072, data_time: 0.003, memory: 8350, top1_acc: 0.5823, top5_acc: 0.8081, loss_cls: 1.7592, loss: 1.7592, grad_norm: 5.3148 2020-10-02 01:00:40,343 - mmaction - INFO - Epoch [33][1540/1997] lr: 7.500e-03, eta: 1 day, 15:15:32, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8112, loss_cls: 1.7184, loss: 1.7184, grad_norm: 5.2776 2020-10-02 01:01:01,412 - mmaction - INFO - Epoch [33][1560/1997] lr: 7.500e-03, eta: 1 day, 15:15:11, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.5844, top5_acc: 0.8060, loss_cls: 1.7849, loss: 1.7849, grad_norm: 5.2900 2020-10-02 01:01:22,221 - mmaction - INFO - Epoch [33][1580/1997] lr: 7.500e-03, eta: 1 day, 15:14:50, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8102, loss_cls: 1.7502, loss: 1.7502, grad_norm: 5.2065 2020-10-02 01:01:43,212 - mmaction - INFO - Epoch [33][1600/1997] lr: 7.500e-03, eta: 1 day, 15:14:29, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8023, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.1916 2020-10-02 01:02:03,218 - mmaction - INFO - Epoch [33][1620/1997] lr: 7.500e-03, eta: 1 day, 15:14:05, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8120, loss_cls: 1.7710, loss: 1.7710, grad_norm: 5.2365 2020-10-02 01:02:24,419 - mmaction - INFO - Epoch [33][1640/1997] lr: 7.500e-03, eta: 1 day, 15:13:45, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8049, loss_cls: 1.7416, loss: 1.7416, grad_norm: 5.2233 2020-10-02 01:02:45,622 - mmaction - INFO - Epoch [33][1660/1997] lr: 7.500e-03, eta: 1 day, 15:13:24, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8070, loss_cls: 1.7532, loss: 1.7532, grad_norm: 5.2286 2020-10-02 01:03:06,744 - mmaction - INFO - Epoch [33][1680/1997] lr: 7.500e-03, eta: 1 day, 15:13:03, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.5839, top5_acc: 0.8081, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.2171 2020-10-02 01:03:28,237 - mmaction - INFO - Epoch [33][1700/1997] lr: 7.500e-03, eta: 1 day, 15:12:43, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.7937, loss_cls: 1.7878, loss: 1.7878, grad_norm: 5.2456 2020-10-02 01:03:48,589 - mmaction - INFO - Epoch [33][1720/1997] lr: 7.500e-03, eta: 1 day, 15:12:20, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8099, loss_cls: 1.7276, loss: 1.7276, grad_norm: 5.3055 2020-10-02 01:04:09,589 - mmaction - INFO - Epoch [33][1740/1997] lr: 7.500e-03, eta: 1 day, 15:11:59, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.5971, top5_acc: 0.8125, loss_cls: 1.7305, loss: 1.7305, grad_norm: 5.2360 2020-10-02 01:04:31,747 - mmaction - INFO - Epoch [33][1760/1997] lr: 7.500e-03, eta: 1 day, 15:11:40, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.7977, loss_cls: 1.7842, loss: 1.7842, grad_norm: 5.2548 2020-10-02 01:04:51,686 - mmaction - INFO - Epoch [33][1780/1997] lr: 7.500e-03, eta: 1 day, 15:11:17, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8005, loss_cls: 1.7639, loss: 1.7639, grad_norm: 5.2165 2020-10-02 01:05:12,480 - mmaction - INFO - Epoch [33][1800/1997] lr: 7.500e-03, eta: 1 day, 15:10:55, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5755, top5_acc: 0.7948, loss_cls: 1.8263, loss: 1.8263, grad_norm: 5.3058 2020-10-02 01:05:34,696 - mmaction - INFO - Epoch [33][1820/1997] lr: 7.500e-03, eta: 1 day, 15:10:37, time: 1.112, data_time: 0.004, memory: 8350, top1_acc: 0.5852, top5_acc: 0.8109, loss_cls: 1.7663, loss: 1.7663, grad_norm: 5.2794 2020-10-02 01:05:54,017 - mmaction - INFO - Epoch [33][1840/1997] lr: 7.500e-03, eta: 1 day, 15:10:12, time: 0.966, data_time: 0.002, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8099, loss_cls: 1.7618, loss: 1.7618, grad_norm: 5.2599 2020-10-02 01:06:15,243 - mmaction - INFO - Epoch [33][1860/1997] lr: 7.500e-03, eta: 1 day, 15:09:52, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.2321 2020-10-02 01:06:35,377 - mmaction - INFO - Epoch [33][1880/1997] lr: 7.500e-03, eta: 1 day, 15:09:29, time: 1.008, data_time: 0.003, memory: 8350, top1_acc: 0.5794, top5_acc: 0.8000, loss_cls: 1.8264, loss: 1.8264, grad_norm: 5.3971 2020-10-02 01:06:56,454 - mmaction - INFO - Epoch [33][1900/1997] lr: 7.500e-03, eta: 1 day, 15:09:08, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8148, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.2304 2020-10-02 01:07:17,682 - mmaction - INFO - Epoch [33][1920/1997] lr: 7.500e-03, eta: 1 day, 15:08:47, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8078, loss_cls: 1.7644, loss: 1.7644, grad_norm: 5.1845 2020-10-02 01:07:38,794 - mmaction - INFO - Epoch [33][1940/1997] lr: 7.500e-03, eta: 1 day, 15:08:26, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.8109, loss_cls: 1.7579, loss: 1.7579, grad_norm: 5.2020 2020-10-02 01:07:59,552 - mmaction - INFO - Epoch [33][1960/1997] lr: 7.500e-03, eta: 1 day, 15:08:04, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.5891, top5_acc: 0.8076, loss_cls: 1.7705, loss: 1.7705, grad_norm: 5.2622 2020-10-02 01:08:20,920 - mmaction - INFO - Epoch [33][1980/1997] lr: 7.500e-03, eta: 1 day, 15:07:44, time: 1.069, data_time: 0.003, memory: 8350, top1_acc: 0.5742, top5_acc: 0.8068, loss_cls: 1.7986, loss: 1.7986, grad_norm: 5.3454 2020-10-02 01:08:39,833 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-10-02 01:09:28,420 - mmaction - INFO - Epoch [34][20/1997] lr: 7.500e-03, eta: 1 day, 15:07:22, time: 2.364, data_time: 1.179, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8068, loss_cls: 1.7296, loss: 1.7296, grad_norm: 5.2084 2020-10-02 01:09:48,848 - mmaction - INFO - Epoch [34][40/1997] lr: 7.500e-03, eta: 1 day, 15:07:00, time: 1.023, data_time: 0.003, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8042, loss_cls: 1.7439, loss: 1.7439, grad_norm: 5.2720 2020-10-02 01:10:09,512 - mmaction - INFO - Epoch [34][60/1997] lr: 7.500e-03, eta: 1 day, 15:06:38, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5995, top5_acc: 0.8091, loss_cls: 1.7497, loss: 1.7497, grad_norm: 5.2365 2020-10-02 01:10:30,220 - mmaction - INFO - Epoch [34][80/1997] lr: 7.500e-03, eta: 1 day, 15:06:16, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8169, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.1685 2020-10-02 01:10:51,566 - mmaction - INFO - Epoch [34][100/1997] lr: 7.500e-03, eta: 1 day, 15:05:56, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8154, loss_cls: 1.7420, loss: 1.7420, grad_norm: 5.2284 2020-10-02 01:11:13,289 - mmaction - INFO - Epoch [34][120/1997] lr: 7.500e-03, eta: 1 day, 15:05:36, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.5911, top5_acc: 0.8005, loss_cls: 1.7445, loss: 1.7445, grad_norm: 5.1764 2020-10-02 01:11:35,261 - mmaction - INFO - Epoch [34][140/1997] lr: 7.500e-03, eta: 1 day, 15:05:17, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8065, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.2712 2020-10-02 01:11:56,648 - mmaction - INFO - Epoch [34][160/1997] lr: 7.500e-03, eta: 1 day, 15:04:56, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5883, top5_acc: 0.8042, loss_cls: 1.7822, loss: 1.7822, grad_norm: 5.2653 2020-10-02 01:12:17,740 - mmaction - INFO - Epoch [34][180/1997] lr: 7.500e-03, eta: 1 day, 15:04:35, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8112, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.1886 2020-10-02 01:12:39,234 - mmaction - INFO - Epoch [34][200/1997] lr: 7.500e-03, eta: 1 day, 15:04:15, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8112, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.1336 2020-10-02 01:12:59,771 - mmaction - INFO - Epoch [34][220/1997] lr: 7.500e-03, eta: 1 day, 15:03:53, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.5841, top5_acc: 0.8052, loss_cls: 1.7465, loss: 1.7465, grad_norm: 5.3594 2020-10-02 01:13:20,014 - mmaction - INFO - Epoch [34][240/1997] lr: 7.500e-03, eta: 1 day, 15:03:30, time: 1.013, data_time: 0.003, memory: 8350, top1_acc: 0.6068, top5_acc: 0.8148, loss_cls: 1.6891, loss: 1.6891, grad_norm: 5.0676 2020-10-02 01:13:40,993 - mmaction - INFO - Epoch [34][260/1997] lr: 7.500e-03, eta: 1 day, 15:03:09, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6036, top5_acc: 0.8195, loss_cls: 1.6793, loss: 1.6793, grad_norm: 5.1081 2020-10-02 01:14:01,870 - mmaction - INFO - Epoch [34][280/1997] lr: 7.500e-03, eta: 1 day, 15:02:48, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6021, top5_acc: 0.8208, loss_cls: 1.6726, loss: 1.6726, grad_norm: 5.1298 2020-10-02 01:14:22,993 - mmaction - INFO - Epoch [34][300/1997] lr: 7.500e-03, eta: 1 day, 15:02:27, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5896, top5_acc: 0.8089, loss_cls: 1.7767, loss: 1.7767, grad_norm: 5.3675 2020-10-02 01:14:43,713 - mmaction - INFO - Epoch [34][320/1997] lr: 7.500e-03, eta: 1 day, 15:02:05, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8156, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.2479 2020-10-02 01:15:05,888 - mmaction - INFO - Epoch [34][340/1997] lr: 7.500e-03, eta: 1 day, 15:01:46, time: 1.107, data_time: 0.019, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8125, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.2557 2020-10-02 01:15:25,438 - mmaction - INFO - Epoch [34][360/1997] lr: 7.500e-03, eta: 1 day, 15:01:22, time: 0.978, data_time: 0.003, memory: 8350, top1_acc: 0.5708, top5_acc: 0.7948, loss_cls: 1.8495, loss: 1.8495, grad_norm: 5.3592 2020-10-02 01:15:46,936 - mmaction - INFO - Epoch [34][380/1997] lr: 7.500e-03, eta: 1 day, 15:01:02, time: 1.076, data_time: 0.003, memory: 8350, top1_acc: 0.5698, top5_acc: 0.8062, loss_cls: 1.7820, loss: 1.7820, grad_norm: 5.2437 2020-10-02 01:16:07,593 - mmaction - INFO - Epoch [34][400/1997] lr: 7.500e-03, eta: 1 day, 15:00:40, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8055, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.1905 2020-10-02 01:16:28,416 - mmaction - INFO - Epoch [34][420/1997] lr: 7.500e-03, eta: 1 day, 15:00:19, time: 1.042, data_time: 0.003, memory: 8350, top1_acc: 0.5794, top5_acc: 0.8036, loss_cls: 1.8145, loss: 1.8145, grad_norm: 5.3221 2020-10-02 01:16:50,734 - mmaction - INFO - Epoch [34][440/1997] lr: 7.500e-03, eta: 1 day, 15:00:00, time: 1.116, data_time: 0.001, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8133, loss_cls: 1.7501, loss: 1.7501, grad_norm: 5.2454 2020-10-02 01:17:12,356 - mmaction - INFO - Epoch [34][460/1997] lr: 7.500e-03, eta: 1 day, 14:59:40, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5932, top5_acc: 0.8112, loss_cls: 1.7144, loss: 1.7144, grad_norm: 5.1481 2020-10-02 01:17:32,545 - mmaction - INFO - Epoch [34][480/1997] lr: 7.500e-03, eta: 1 day, 14:59:17, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8151, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.2506 2020-10-02 01:17:53,867 - mmaction - INFO - Epoch [34][500/1997] lr: 7.500e-03, eta: 1 day, 14:58:57, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8188, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.2828 2020-10-02 01:18:14,533 - mmaction - INFO - Epoch [34][520/1997] lr: 7.500e-03, eta: 1 day, 14:58:35, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5839, top5_acc: 0.8029, loss_cls: 1.7894, loss: 1.7894, grad_norm: 5.3105 2020-10-02 01:18:34,394 - mmaction - INFO - Epoch [34][540/1997] lr: 7.500e-03, eta: 1 day, 14:58:11, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.5937, top5_acc: 0.8214, loss_cls: 1.7098, loss: 1.7098, grad_norm: 5.2858 2020-10-02 01:18:56,074 - mmaction - INFO - Epoch [34][560/1997] lr: 7.500e-03, eta: 1 day, 14:57:52, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.6031, top5_acc: 0.8182, loss_cls: 1.6988, loss: 1.6988, grad_norm: 5.1861 2020-10-02 01:19:17,290 - mmaction - INFO - Epoch [34][580/1997] lr: 7.500e-03, eta: 1 day, 14:57:31, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6029, top5_acc: 0.8250, loss_cls: 1.6856, loss: 1.6856, grad_norm: 5.1522 2020-10-02 01:19:37,864 - mmaction - INFO - Epoch [34][600/1997] lr: 7.500e-03, eta: 1 day, 14:57:09, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8036, loss_cls: 1.7735, loss: 1.7735, grad_norm: 5.2166 2020-10-02 01:19:58,921 - mmaction - INFO - Epoch [34][620/1997] lr: 7.500e-03, eta: 1 day, 14:56:48, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8190, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.2709 2020-10-02 01:20:20,223 - mmaction - INFO - Epoch [34][640/1997] lr: 7.500e-03, eta: 1 day, 14:56:27, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5927, top5_acc: 0.8122, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.2532 2020-10-02 01:20:41,071 - mmaction - INFO - Epoch [34][660/1997] lr: 7.500e-03, eta: 1 day, 14:56:06, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6083, top5_acc: 0.8190, loss_cls: 1.6816, loss: 1.6816, grad_norm: 5.1042 2020-10-02 01:21:01,677 - mmaction - INFO - Epoch [34][680/1997] lr: 7.500e-03, eta: 1 day, 14:55:44, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8120, loss_cls: 1.7176, loss: 1.7176, grad_norm: 5.2207 2020-10-02 01:21:23,181 - mmaction - INFO - Epoch [34][700/1997] lr: 7.500e-03, eta: 1 day, 14:55:24, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6005, top5_acc: 0.8169, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.0970 2020-10-02 01:21:43,196 - mmaction - INFO - Epoch [34][720/1997] lr: 7.500e-03, eta: 1 day, 14:55:01, time: 1.000, data_time: 0.001, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8138, loss_cls: 1.7070, loss: 1.7070, grad_norm: 5.3409 2020-10-02 01:22:04,814 - mmaction - INFO - Epoch [34][740/1997] lr: 7.500e-03, eta: 1 day, 14:54:41, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6172, top5_acc: 0.8294, loss_cls: 1.6547, loss: 1.6547, grad_norm: 5.1485 2020-10-02 01:22:25,264 - mmaction - INFO - Epoch [34][760/1997] lr: 7.500e-03, eta: 1 day, 14:54:18, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8109, loss_cls: 1.7473, loss: 1.7473, grad_norm: 5.3185 2020-10-02 01:22:45,298 - mmaction - INFO - Epoch [34][780/1997] lr: 7.500e-03, eta: 1 day, 14:53:55, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8112, loss_cls: 1.7522, loss: 1.7522, grad_norm: 5.1350 2020-10-02 01:23:06,446 - mmaction - INFO - Epoch [34][800/1997] lr: 7.500e-03, eta: 1 day, 14:53:34, time: 1.057, data_time: 0.003, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8120, loss_cls: 1.7305, loss: 1.7305, grad_norm: 5.3617 2020-10-02 01:23:27,389 - mmaction - INFO - Epoch [34][820/1997] lr: 7.500e-03, eta: 1 day, 14:53:13, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8057, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.2889 2020-10-02 01:23:49,012 - mmaction - INFO - Epoch [34][840/1997] lr: 7.500e-03, eta: 1 day, 14:52:53, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8036, loss_cls: 1.7763, loss: 1.7763, grad_norm: 5.2876 2020-10-02 01:24:10,676 - mmaction - INFO - Epoch [34][860/1997] lr: 7.500e-03, eta: 1 day, 14:52:33, time: 1.084, data_time: 0.003, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8026, loss_cls: 1.8111, loss: 1.8111, grad_norm: 5.2465 2020-10-02 01:24:30,788 - mmaction - INFO - Epoch [34][880/1997] lr: 7.500e-03, eta: 1 day, 14:52:10, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.5799, top5_acc: 0.8065, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.0648 2020-10-02 01:24:51,827 - mmaction - INFO - Epoch [34][900/1997] lr: 7.500e-03, eta: 1 day, 14:51:49, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.5857, top5_acc: 0.8102, loss_cls: 1.7616, loss: 1.7616, grad_norm: 5.2652 2020-10-02 01:25:11,802 - mmaction - INFO - Epoch [34][920/1997] lr: 7.500e-03, eta: 1 day, 14:51:26, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.5995, top5_acc: 0.8089, loss_cls: 1.7360, loss: 1.7360, grad_norm: 5.2566 2020-10-02 01:25:33,378 - mmaction - INFO - Epoch [34][940/1997] lr: 7.500e-03, eta: 1 day, 14:51:06, time: 1.079, data_time: 0.072, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8078, loss_cls: 1.7399, loss: 1.7399, grad_norm: 5.1769 2020-10-02 01:25:53,529 - mmaction - INFO - Epoch [34][960/1997] lr: 7.500e-03, eta: 1 day, 14:50:43, time: 1.008, data_time: 0.016, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8156, loss_cls: 1.7226, loss: 1.7226, grad_norm: 5.2051 2020-10-02 01:26:14,825 - mmaction - INFO - Epoch [34][980/1997] lr: 7.500e-03, eta: 1 day, 14:50:23, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.7075, loss: 1.7075, grad_norm: 5.2359 2020-10-02 01:26:36,141 - mmaction - INFO - Epoch [34][1000/1997] lr: 7.500e-03, eta: 1 day, 14:50:02, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.6018, top5_acc: 0.8172, loss_cls: 1.7100, loss: 1.7100, grad_norm: 5.2019 2020-10-02 01:26:56,645 - mmaction - INFO - Epoch [34][1020/1997] lr: 7.500e-03, eta: 1 day, 14:49:40, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8138, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.2461 2020-10-02 01:27:17,501 - mmaction - INFO - Epoch [34][1040/1997] lr: 7.500e-03, eta: 1 day, 14:49:19, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8190, loss_cls: 1.7204, loss: 1.7204, grad_norm: 5.1547 2020-10-02 01:27:38,066 - mmaction - INFO - Epoch [34][1060/1997] lr: 7.500e-03, eta: 1 day, 14:48:57, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8023, loss_cls: 1.7682, loss: 1.7682, grad_norm: 5.2166 2020-10-02 01:27:58,717 - mmaction - INFO - Epoch [34][1080/1997] lr: 7.500e-03, eta: 1 day, 14:48:35, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.6052, top5_acc: 0.8161, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.2312 2020-10-02 01:28:19,525 - mmaction - INFO - Epoch [34][1100/1997] lr: 7.500e-03, eta: 1 day, 14:48:13, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8081, loss_cls: 1.7487, loss: 1.7487, grad_norm: 5.2635 2020-10-02 01:28:40,766 - mmaction - INFO - Epoch [34][1120/1997] lr: 7.500e-03, eta: 1 day, 14:47:52, time: 1.063, data_time: 0.003, memory: 8350, top1_acc: 0.5745, top5_acc: 0.8021, loss_cls: 1.8185, loss: 1.8185, grad_norm: 5.3520 2020-10-02 01:29:01,265 - mmaction - INFO - Epoch [34][1140/1997] lr: 7.500e-03, eta: 1 day, 14:47:30, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5932, top5_acc: 0.8076, loss_cls: 1.7222, loss: 1.7222, grad_norm: 5.2649 2020-10-02 01:29:23,025 - mmaction - INFO - Epoch [34][1160/1997] lr: 7.500e-03, eta: 1 day, 14:47:11, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8229, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.1393 2020-10-02 01:29:43,349 - mmaction - INFO - Epoch [34][1180/1997] lr: 7.500e-03, eta: 1 day, 14:46:48, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6031, top5_acc: 0.8122, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.3728 2020-10-02 01:30:04,645 - mmaction - INFO - Epoch [34][1200/1997] lr: 7.500e-03, eta: 1 day, 14:46:28, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8099, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.2907 2020-10-02 01:30:25,985 - mmaction - INFO - Epoch [34][1220/1997] lr: 7.500e-03, eta: 1 day, 14:46:07, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.5943, top5_acc: 0.8070, loss_cls: 1.7483, loss: 1.7483, grad_norm: 5.2051 2020-10-02 01:30:46,244 - mmaction - INFO - Epoch [34][1240/1997] lr: 7.500e-03, eta: 1 day, 14:45:44, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8052, loss_cls: 1.7638, loss: 1.7638, grad_norm: 5.2306 2020-10-02 01:31:07,883 - mmaction - INFO - Epoch [34][1260/1997] lr: 7.500e-03, eta: 1 day, 14:45:25, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6047, top5_acc: 0.8167, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.2212 2020-10-02 01:31:29,172 - mmaction - INFO - Epoch [34][1280/1997] lr: 7.500e-03, eta: 1 day, 14:45:04, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8049, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.2956 2020-10-02 01:31:49,217 - mmaction - INFO - Epoch [34][1300/1997] lr: 7.500e-03, eta: 1 day, 14:44:41, time: 1.003, data_time: 0.003, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8143, loss_cls: 1.7301, loss: 1.7301, grad_norm: 5.1123 2020-10-02 01:32:10,318 - mmaction - INFO - Epoch [34][1320/1997] lr: 7.500e-03, eta: 1 day, 14:44:20, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6029, top5_acc: 0.8125, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.2832 2020-10-02 01:32:30,969 - mmaction - INFO - Epoch [34][1340/1997] lr: 7.500e-03, eta: 1 day, 14:43:58, time: 1.034, data_time: 0.003, memory: 8350, top1_acc: 0.5883, top5_acc: 0.8083, loss_cls: 1.7846, loss: 1.7846, grad_norm: 5.3096 2020-10-02 01:32:51,704 - mmaction - INFO - Epoch [34][1360/1997] lr: 7.500e-03, eta: 1 day, 14:43:36, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.5786, top5_acc: 0.8047, loss_cls: 1.7620, loss: 1.7620, grad_norm: 5.2187 2020-10-02 01:33:13,158 - mmaction - INFO - Epoch [34][1380/1997] lr: 7.500e-03, eta: 1 day, 14:43:16, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8034, loss_cls: 1.7611, loss: 1.7611, grad_norm: 5.3006 2020-10-02 01:33:33,786 - mmaction - INFO - Epoch [34][1400/1997] lr: 7.500e-03, eta: 1 day, 14:42:54, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5937, top5_acc: 0.8057, loss_cls: 1.7427, loss: 1.7427, grad_norm: 5.1538 2020-10-02 01:33:54,091 - mmaction - INFO - Epoch [34][1420/1997] lr: 7.500e-03, eta: 1 day, 14:42:32, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6018, top5_acc: 0.8003, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.1577 2020-10-02 01:34:15,564 - mmaction - INFO - Epoch [34][1440/1997] lr: 7.500e-03, eta: 1 day, 14:42:12, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5927, top5_acc: 0.8042, loss_cls: 1.7664, loss: 1.7664, grad_norm: 5.2168 2020-10-02 01:34:36,049 - mmaction - INFO - Epoch [34][1460/1997] lr: 7.500e-03, eta: 1 day, 14:41:49, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8154, loss_cls: 1.7146, loss: 1.7146, grad_norm: 5.2220 2020-10-02 01:34:57,350 - mmaction - INFO - Epoch [34][1480/1997] lr: 7.500e-03, eta: 1 day, 14:41:29, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.5943, top5_acc: 0.8141, loss_cls: 1.7523, loss: 1.7523, grad_norm: 5.2298 2020-10-02 01:35:18,973 - mmaction - INFO - Epoch [34][1500/1997] lr: 7.500e-03, eta: 1 day, 14:41:09, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8036, loss_cls: 1.7470, loss: 1.7470, grad_norm: 5.2236 2020-10-02 01:35:39,143 - mmaction - INFO - Epoch [34][1520/1997] lr: 7.500e-03, eta: 1 day, 14:40:46, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8146, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.2051 2020-10-02 01:36:00,980 - mmaction - INFO - Epoch [34][1540/1997] lr: 7.500e-03, eta: 1 day, 14:40:27, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8094, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.2732 2020-10-02 01:36:22,253 - mmaction - INFO - Epoch [34][1560/1997] lr: 7.500e-03, eta: 1 day, 14:40:06, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5734, top5_acc: 0.7953, loss_cls: 1.8177, loss: 1.8177, grad_norm: 5.2978 2020-10-02 01:36:42,291 - mmaction - INFO - Epoch [34][1580/1997] lr: 7.500e-03, eta: 1 day, 14:39:43, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8047, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.2849 2020-10-02 01:37:02,148 - mmaction - INFO - Epoch [34][1600/1997] lr: 7.500e-03, eta: 1 day, 14:39:19, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.5810, top5_acc: 0.8039, loss_cls: 1.7640, loss: 1.7640, grad_norm: 5.2407 2020-10-02 01:37:23,868 - mmaction - INFO - Epoch [34][1620/1997] lr: 7.500e-03, eta: 1 day, 14:39:00, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8013, loss_cls: 1.7915, loss: 1.7915, grad_norm: 5.2866 2020-10-02 01:37:44,440 - mmaction - INFO - Epoch [34][1640/1997] lr: 7.500e-03, eta: 1 day, 14:38:38, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8089, loss_cls: 1.7408, loss: 1.7408, grad_norm: 5.2666 2020-10-02 01:38:05,601 - mmaction - INFO - Epoch [34][1660/1997] lr: 7.500e-03, eta: 1 day, 14:38:17, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8047, loss_cls: 1.7819, loss: 1.7819, grad_norm: 5.2679 2020-10-02 01:38:26,847 - mmaction - INFO - Epoch [34][1680/1997] lr: 7.500e-03, eta: 1 day, 14:37:56, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.5893, top5_acc: 0.8089, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.2665 2020-10-02 01:38:46,941 - mmaction - INFO - Epoch [34][1700/1997] lr: 7.500e-03, eta: 1 day, 14:37:33, time: 1.006, data_time: 0.003, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8177, loss_cls: 1.7366, loss: 1.7366, grad_norm: 5.2801 2020-10-02 01:39:09,040 - mmaction - INFO - Epoch [34][1720/1997] lr: 7.500e-03, eta: 1 day, 14:37:14, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8063, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.1909 2020-10-02 01:39:29,857 - mmaction - INFO - Epoch [34][1740/1997] lr: 7.500e-03, eta: 1 day, 14:36:53, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7743, loss: 1.7743, grad_norm: 5.2236 2020-10-02 01:39:49,544 - mmaction - INFO - Epoch [34][1760/1997] lr: 7.500e-03, eta: 1 day, 14:36:29, time: 0.983, data_time: 0.001, memory: 8350, top1_acc: 0.5997, top5_acc: 0.8273, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.1183 2020-10-02 01:40:11,912 - mmaction - INFO - Epoch [34][1780/1997] lr: 7.500e-03, eta: 1 day, 14:36:11, time: 1.119, data_time: 0.003, memory: 8350, top1_acc: 0.5990, top5_acc: 0.8219, loss_cls: 1.6918, loss: 1.6918, grad_norm: 5.2261 2020-10-02 01:40:32,035 - mmaction - INFO - Epoch [34][1800/1997] lr: 7.500e-03, eta: 1 day, 14:35:48, time: 1.006, data_time: 0.003, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8081, loss_cls: 1.7145, loss: 1.7145, grad_norm: 5.1992 2020-10-02 01:40:53,504 - mmaction - INFO - Epoch [34][1820/1997] lr: 7.500e-03, eta: 1 day, 14:35:27, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8247, loss_cls: 1.7139, loss: 1.7139, grad_norm: 5.2434 2020-10-02 01:41:14,597 - mmaction - INFO - Epoch [34][1840/1997] lr: 7.500e-03, eta: 1 day, 14:35:06, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5776, top5_acc: 0.7987, loss_cls: 1.7896, loss: 1.7896, grad_norm: 5.3855 2020-10-02 01:41:35,548 - mmaction - INFO - Epoch [34][1860/1997] lr: 7.500e-03, eta: 1 day, 14:34:45, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8133, loss_cls: 1.7356, loss: 1.7356, grad_norm: 5.2372 2020-10-02 01:41:56,302 - mmaction - INFO - Epoch [34][1880/1997] lr: 7.500e-03, eta: 1 day, 14:34:24, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8049, loss_cls: 1.7740, loss: 1.7740, grad_norm: 5.2519 2020-10-02 01:42:18,406 - mmaction - INFO - Epoch [34][1900/1997] lr: 7.500e-03, eta: 1 day, 14:34:05, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.5898, top5_acc: 0.8089, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.2146 2020-10-02 01:42:38,313 - mmaction - INFO - Epoch [34][1920/1997] lr: 7.500e-03, eta: 1 day, 14:33:41, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8169, loss_cls: 1.7563, loss: 1.7563, grad_norm: 5.2990 2020-10-02 01:43:00,266 - mmaction - INFO - Epoch [34][1940/1997] lr: 7.500e-03, eta: 1 day, 14:33:22, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5781, top5_acc: 0.7966, loss_cls: 1.7988, loss: 1.7988, grad_norm: 5.2273 2020-10-02 01:43:20,320 - mmaction - INFO - Epoch [34][1960/1997] lr: 7.500e-03, eta: 1 day, 14:32:59, time: 1.006, data_time: 0.004, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8086, loss_cls: 1.7651, loss: 1.7651, grad_norm: 5.3628 2020-10-02 01:43:41,719 - mmaction - INFO - Epoch [34][1980/1997] lr: 7.500e-03, eta: 1 day, 14:32:39, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8031, loss_cls: 1.7778, loss: 1.7778, grad_norm: 5.2255 2020-10-02 01:43:59,677 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-10-02 01:44:44,897 - mmaction - INFO - Epoch [35][20/1997] lr: 7.500e-03, eta: 1 day, 14:32:10, time: 2.217, data_time: 1.561, memory: 8350, top1_acc: 0.5911, top5_acc: 0.8008, loss_cls: 1.7584, loss: 1.7584, grad_norm: 5.3055 2020-10-02 01:45:06,091 - mmaction - INFO - Epoch [35][40/1997] lr: 7.500e-03, eta: 1 day, 14:31:49, time: 1.060, data_time: 0.105, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8099, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.3721 2020-10-02 01:45:25,962 - mmaction - INFO - Epoch [35][60/1997] lr: 7.500e-03, eta: 1 day, 14:31:26, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.2383 2020-10-02 01:45:47,945 - mmaction - INFO - Epoch [35][80/1997] lr: 7.500e-03, eta: 1 day, 14:31:07, time: 1.099, data_time: 0.003, memory: 8350, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.7770, loss: 1.7770, grad_norm: 5.3467 2020-10-02 01:46:09,446 - mmaction - INFO - Epoch [35][100/1997] lr: 7.500e-03, eta: 1 day, 14:30:47, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8185, loss_cls: 1.6893, loss: 1.6893, grad_norm: 5.2069 2020-10-02 01:46:29,473 - mmaction - INFO - Epoch [35][120/1997] lr: 7.500e-03, eta: 1 day, 14:30:23, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.6055, top5_acc: 0.8182, loss_cls: 1.6899, loss: 1.6899, grad_norm: 5.1607 2020-10-02 01:46:50,918 - mmaction - INFO - Epoch [35][140/1997] lr: 7.500e-03, eta: 1 day, 14:30:03, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.6052, top5_acc: 0.8086, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.1041 2020-10-02 01:47:11,955 - mmaction - INFO - Epoch [35][160/1997] lr: 7.500e-03, eta: 1 day, 14:29:42, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8104, loss_cls: 1.7067, loss: 1.7067, grad_norm: 5.1051 2020-10-02 01:47:32,445 - mmaction - INFO - Epoch [35][180/1997] lr: 7.500e-03, eta: 1 day, 14:29:20, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6135, top5_acc: 0.8151, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.9737 2020-10-02 01:47:53,554 - mmaction - INFO - Epoch [35][200/1997] lr: 7.500e-03, eta: 1 day, 14:28:59, time: 1.056, data_time: 0.003, memory: 8350, top1_acc: 0.5924, top5_acc: 0.8042, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.2658 2020-10-02 01:48:14,460 - mmaction - INFO - Epoch [35][220/1997] lr: 7.500e-03, eta: 1 day, 14:28:38, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8117, loss_cls: 1.7381, loss: 1.7381, grad_norm: 5.3081 2020-10-02 01:48:35,334 - mmaction - INFO - Epoch [35][240/1997] lr: 7.500e-03, eta: 1 day, 14:28:16, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8240, loss_cls: 1.6713, loss: 1.6713, grad_norm: 5.3103 2020-10-02 01:48:56,355 - mmaction - INFO - Epoch [35][260/1997] lr: 7.500e-03, eta: 1 day, 14:27:55, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.6182, top5_acc: 0.8297, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.1565 2020-10-02 01:49:17,206 - mmaction - INFO - Epoch [35][280/1997] lr: 7.500e-03, eta: 1 day, 14:27:34, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8148, loss_cls: 1.7282, loss: 1.7282, grad_norm: 5.1749 2020-10-02 01:49:38,169 - mmaction - INFO - Epoch [35][300/1997] lr: 7.500e-03, eta: 1 day, 14:27:12, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8133, loss_cls: 1.7135, loss: 1.7135, grad_norm: 5.1914 2020-10-02 01:49:59,022 - mmaction - INFO - Epoch [35][320/1997] lr: 7.500e-03, eta: 1 day, 14:26:51, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8221, loss_cls: 1.7309, loss: 1.7309, grad_norm: 5.3298 2020-10-02 01:50:20,007 - mmaction - INFO - Epoch [35][340/1997] lr: 7.500e-03, eta: 1 day, 14:26:30, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8169, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.2025 2020-10-02 01:50:41,656 - mmaction - INFO - Epoch [35][360/1997] lr: 7.500e-03, eta: 1 day, 14:26:10, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5854, top5_acc: 0.7990, loss_cls: 1.7778, loss: 1.7778, grad_norm: 5.3891 2020-10-02 01:51:03,205 - mmaction - INFO - Epoch [35][380/1997] lr: 7.500e-03, eta: 1 day, 14:25:50, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6130, top5_acc: 0.8281, loss_cls: 1.6470, loss: 1.6470, grad_norm: 5.1650 2020-10-02 01:51:22,885 - mmaction - INFO - Epoch [35][400/1997] lr: 7.500e-03, eta: 1 day, 14:25:26, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8096, loss_cls: 1.7120, loss: 1.7120, grad_norm: 5.2266 2020-10-02 01:51:43,765 - mmaction - INFO - Epoch [35][420/1997] lr: 7.500e-03, eta: 1 day, 14:25:05, time: 1.045, data_time: 0.003, memory: 8350, top1_acc: 0.5966, top5_acc: 0.8117, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.2793 2020-10-02 01:52:04,913 - mmaction - INFO - Epoch [35][440/1997] lr: 7.500e-03, eta: 1 day, 14:24:44, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5729, top5_acc: 0.8023, loss_cls: 1.7947, loss: 1.7947, grad_norm: 5.2926 2020-10-02 01:52:25,377 - mmaction - INFO - Epoch [35][460/1997] lr: 7.500e-03, eta: 1 day, 14:24:22, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.5943, top5_acc: 0.8086, loss_cls: 1.7584, loss: 1.7584, grad_norm: 5.2265 2020-10-02 01:52:47,356 - mmaction - INFO - Epoch [35][480/1997] lr: 7.500e-03, eta: 1 day, 14:24:02, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6903, loss: 1.6903, grad_norm: 5.1200 2020-10-02 01:53:06,786 - mmaction - INFO - Epoch [35][500/1997] lr: 7.500e-03, eta: 1 day, 14:23:38, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.6091, top5_acc: 0.8208, loss_cls: 1.6777, loss: 1.6777, grad_norm: 5.2167 2020-10-02 01:53:27,950 - mmaction - INFO - Epoch [35][520/1997] lr: 7.500e-03, eta: 1 day, 14:23:17, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5896, top5_acc: 0.8104, loss_cls: 1.7389, loss: 1.7389, grad_norm: 5.2184 2020-10-02 01:53:48,975 - mmaction - INFO - Epoch [35][540/1997] lr: 7.500e-03, eta: 1 day, 14:22:56, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5896, top5_acc: 0.8130, loss_cls: 1.7194, loss: 1.7194, grad_norm: 5.2037 2020-10-02 01:54:10,204 - mmaction - INFO - Epoch [35][560/1997] lr: 7.500e-03, eta: 1 day, 14:22:36, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6055, top5_acc: 0.8182, loss_cls: 1.6908, loss: 1.6908, grad_norm: 5.1943 2020-10-02 01:54:31,187 - mmaction - INFO - Epoch [35][580/1997] lr: 7.500e-03, eta: 1 day, 14:22:14, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8143, loss_cls: 1.7294, loss: 1.7294, grad_norm: 5.2334 2020-10-02 01:54:51,994 - mmaction - INFO - Epoch [35][600/1997] lr: 7.500e-03, eta: 1 day, 14:21:53, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.5990, top5_acc: 0.8044, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.2373 2020-10-02 01:55:13,115 - mmaction - INFO - Epoch [35][620/1997] lr: 7.500e-03, eta: 1 day, 14:21:32, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8016, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.2814 2020-10-02 01:55:33,096 - mmaction - INFO - Epoch [35][640/1997] lr: 7.500e-03, eta: 1 day, 14:21:09, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8185, loss_cls: 1.7019, loss: 1.7019, grad_norm: 5.1961 2020-10-02 01:55:54,405 - mmaction - INFO - Epoch [35][660/1997] lr: 7.500e-03, eta: 1 day, 14:20:48, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.2995 2020-10-02 01:56:15,633 - mmaction - INFO - Epoch [35][680/1997] lr: 7.500e-03, eta: 1 day, 14:20:28, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.7567, loss: 1.7567, grad_norm: 5.2892 2020-10-02 01:56:36,552 - mmaction - INFO - Epoch [35][700/1997] lr: 7.500e-03, eta: 1 day, 14:20:06, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.6083, top5_acc: 0.8164, loss_cls: 1.6827, loss: 1.6827, grad_norm: 5.1123 2020-10-02 01:56:57,828 - mmaction - INFO - Epoch [35][720/1997] lr: 7.500e-03, eta: 1 day, 14:19:46, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8117, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.2247 2020-10-02 01:57:18,321 - mmaction - INFO - Epoch [35][740/1997] lr: 7.500e-03, eta: 1 day, 14:19:23, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5896, top5_acc: 0.8063, loss_cls: 1.7624, loss: 1.7624, grad_norm: 5.3286 2020-10-02 01:57:39,591 - mmaction - INFO - Epoch [35][760/1997] lr: 7.500e-03, eta: 1 day, 14:19:03, time: 1.064, data_time: 0.003, memory: 8350, top1_acc: 0.6081, top5_acc: 0.8146, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.2242 2020-10-02 01:57:59,916 - mmaction - INFO - Epoch [35][780/1997] lr: 7.500e-03, eta: 1 day, 14:18:40, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8036, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.2739 2020-10-02 01:58:21,632 - mmaction - INFO - Epoch [35][800/1997] lr: 7.500e-03, eta: 1 day, 14:18:21, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8141, loss_cls: 1.7361, loss: 1.7361, grad_norm: 5.1165 2020-10-02 01:58:43,210 - mmaction - INFO - Epoch [35][820/1997] lr: 7.500e-03, eta: 1 day, 14:18:01, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5966, top5_acc: 0.8115, loss_cls: 1.7271, loss: 1.7271, grad_norm: 5.2342 2020-10-02 01:59:03,872 - mmaction - INFO - Epoch [35][840/1997] lr: 7.500e-03, eta: 1 day, 14:17:39, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5812, top5_acc: 0.8021, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.2789 2020-10-02 01:59:25,348 - mmaction - INFO - Epoch [35][860/1997] lr: 7.500e-03, eta: 1 day, 14:17:18, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8198, loss_cls: 1.7258, loss: 1.7258, grad_norm: 5.3271 2020-10-02 01:59:47,255 - mmaction - INFO - Epoch [35][880/1997] lr: 7.500e-03, eta: 1 day, 14:16:59, time: 1.096, data_time: 0.003, memory: 8350, top1_acc: 0.5943, top5_acc: 0.8065, loss_cls: 1.7483, loss: 1.7483, grad_norm: 5.1825 2020-10-02 02:00:07,675 - mmaction - INFO - Epoch [35][900/1997] lr: 7.500e-03, eta: 1 day, 14:16:37, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.5888, top5_acc: 0.8096, loss_cls: 1.7459, loss: 1.7459, grad_norm: 5.2646 2020-10-02 02:00:29,280 - mmaction - INFO - Epoch [35][920/1997] lr: 7.500e-03, eta: 1 day, 14:16:17, time: 1.080, data_time: 0.003, memory: 8350, top1_acc: 0.5880, top5_acc: 0.8117, loss_cls: 1.7423, loss: 1.7423, grad_norm: 5.2437 2020-10-02 02:00:50,056 - mmaction - INFO - Epoch [35][940/1997] lr: 7.500e-03, eta: 1 day, 14:15:55, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5945, top5_acc: 0.8130, loss_cls: 1.7133, loss: 1.7133, grad_norm: 5.2319 2020-10-02 02:01:10,895 - mmaction - INFO - Epoch [35][960/1997] lr: 7.500e-03, eta: 1 day, 14:15:34, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.5883, top5_acc: 0.8057, loss_cls: 1.7457, loss: 1.7457, grad_norm: 5.2751 2020-10-02 02:01:32,479 - mmaction - INFO - Epoch [35][980/1997] lr: 7.500e-03, eta: 1 day, 14:15:14, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.5997, top5_acc: 0.8190, loss_cls: 1.6959, loss: 1.6959, grad_norm: 5.2905 2020-10-02 02:01:52,546 - mmaction - INFO - Epoch [35][1000/1997] lr: 7.500e-03, eta: 1 day, 14:14:51, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.5984, top5_acc: 0.8203, loss_cls: 1.6516, loss: 1.6516, grad_norm: 5.1194 2020-10-02 02:02:14,153 - mmaction - INFO - Epoch [35][1020/1997] lr: 7.500e-03, eta: 1 day, 14:14:31, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8086, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.2863 2020-10-02 02:02:35,241 - mmaction - INFO - Epoch [35][1040/1997] lr: 7.500e-03, eta: 1 day, 14:14:10, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8203, loss_cls: 1.6841, loss: 1.6841, grad_norm: 5.2935 2020-10-02 02:02:55,938 - mmaction - INFO - Epoch [35][1060/1997] lr: 7.500e-03, eta: 1 day, 14:13:48, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6003, top5_acc: 0.8190, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.2036 2020-10-02 02:03:16,317 - mmaction - INFO - Epoch [35][1080/1997] lr: 7.500e-03, eta: 1 day, 14:13:26, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8159, loss_cls: 1.7117, loss: 1.7117, grad_norm: 5.2357 2020-10-02 02:03:38,659 - mmaction - INFO - Epoch [35][1100/1997] lr: 7.500e-03, eta: 1 day, 14:13:07, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.5971, top5_acc: 0.8190, loss_cls: 1.7181, loss: 1.7181, grad_norm: 5.3151 2020-10-02 02:03:58,225 - mmaction - INFO - Epoch [35][1120/1997] lr: 7.500e-03, eta: 1 day, 14:12:43, time: 0.978, data_time: 0.002, memory: 8350, top1_acc: 0.6029, top5_acc: 0.8089, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.1379 2020-10-02 02:04:19,255 - mmaction - INFO - Epoch [35][1140/1997] lr: 7.500e-03, eta: 1 day, 14:12:22, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.5938, top5_acc: 0.8146, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.2040 2020-10-02 02:04:39,917 - mmaction - INFO - Epoch [35][1160/1997] lr: 7.500e-03, eta: 1 day, 14:12:00, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.7545, loss: 1.7545, grad_norm: 5.2378 2020-10-02 02:05:01,777 - mmaction - INFO - Epoch [35][1180/1997] lr: 7.500e-03, eta: 1 day, 14:11:41, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8016, loss_cls: 1.7774, loss: 1.7774, grad_norm: 5.2952 2020-10-02 02:05:23,411 - mmaction - INFO - Epoch [35][1200/1997] lr: 7.500e-03, eta: 1 day, 14:11:21, time: 1.081, data_time: 0.003, memory: 8350, top1_acc: 0.5898, top5_acc: 0.8260, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.3325 2020-10-02 02:05:43,439 - mmaction - INFO - Epoch [35][1220/1997] lr: 7.500e-03, eta: 1 day, 14:10:58, time: 1.002, data_time: 0.003, memory: 8350, top1_acc: 0.5943, top5_acc: 0.8128, loss_cls: 1.7152, loss: 1.7152, grad_norm: 5.2545 2020-10-02 02:06:04,683 - mmaction - INFO - Epoch [35][1240/1997] lr: 7.500e-03, eta: 1 day, 14:10:37, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5927, top5_acc: 0.8167, loss_cls: 1.7183, loss: 1.7183, grad_norm: 5.2154 2020-10-02 02:06:24,424 - mmaction - INFO - Epoch [35][1260/1997] lr: 7.500e-03, eta: 1 day, 14:10:14, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8065, loss_cls: 1.7719, loss: 1.7719, grad_norm: 5.2740 2020-10-02 02:06:46,515 - mmaction - INFO - Epoch [35][1280/1997] lr: 7.500e-03, eta: 1 day, 14:09:55, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.5990, top5_acc: 0.8146, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.2476 2020-10-02 02:07:07,140 - mmaction - INFO - Epoch [35][1300/1997] lr: 7.500e-03, eta: 1 day, 14:09:33, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8234, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.0432 2020-10-02 02:07:28,616 - mmaction - INFO - Epoch [35][1320/1997] lr: 7.500e-03, eta: 1 day, 14:09:12, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8130, loss_cls: 1.7442, loss: 1.7442, grad_norm: 5.2491 2020-10-02 02:07:49,797 - mmaction - INFO - Epoch [35][1340/1997] lr: 7.500e-03, eta: 1 day, 14:08:52, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8003, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.2629 2020-10-02 02:08:10,706 - mmaction - INFO - Epoch [35][1360/1997] lr: 7.500e-03, eta: 1 day, 14:08:30, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7889, loss: 1.7889, grad_norm: 5.3262 2020-10-02 02:08:31,960 - mmaction - INFO - Epoch [35][1380/1997] lr: 7.500e-03, eta: 1 day, 14:08:10, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8078, loss_cls: 1.7678, loss: 1.7678, grad_norm: 5.2752 2020-10-02 02:08:53,121 - mmaction - INFO - Epoch [35][1400/1997] lr: 7.500e-03, eta: 1 day, 14:07:49, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8159, loss_cls: 1.6932, loss: 1.6932, grad_norm: 5.1748 2020-10-02 02:09:14,320 - mmaction - INFO - Epoch [35][1420/1997] lr: 7.500e-03, eta: 1 day, 14:07:28, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.6026, top5_acc: 0.8125, loss_cls: 1.7112, loss: 1.7112, grad_norm: 5.1006 2020-10-02 02:09:35,788 - mmaction - INFO - Epoch [35][1440/1997] lr: 7.500e-03, eta: 1 day, 14:07:08, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8104, loss_cls: 1.7271, loss: 1.7271, grad_norm: 5.3396 2020-10-02 02:09:56,449 - mmaction - INFO - Epoch [35][1460/1997] lr: 7.500e-03, eta: 1 day, 14:06:46, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7626, loss: 1.7626, grad_norm: 5.2096 2020-10-02 02:10:16,611 - mmaction - INFO - Epoch [35][1480/1997] lr: 7.500e-03, eta: 1 day, 14:06:23, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.8154, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.3081 2020-10-02 02:10:37,739 - mmaction - INFO - Epoch [35][1500/1997] lr: 7.500e-03, eta: 1 day, 14:06:02, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8078, loss_cls: 1.7609, loss: 1.7609, grad_norm: 5.3241 2020-10-02 02:11:00,059 - mmaction - INFO - Epoch [35][1520/1997] lr: 7.500e-03, eta: 1 day, 14:05:44, time: 1.116, data_time: 0.001, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8086, loss_cls: 1.7535, loss: 1.7535, grad_norm: 5.2657 2020-10-02 02:11:20,296 - mmaction - INFO - Epoch [35][1540/1997] lr: 7.500e-03, eta: 1 day, 14:05:21, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.5781, top5_acc: 0.8016, loss_cls: 1.8101, loss: 1.8101, grad_norm: 5.4195 2020-10-02 02:11:40,007 - mmaction - INFO - Epoch [35][1560/1997] lr: 7.500e-03, eta: 1 day, 14:04:57, time: 0.986, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8143, loss_cls: 1.7392, loss: 1.7392, grad_norm: 5.3032 2020-10-02 02:12:01,768 - mmaction - INFO - Epoch [35][1580/1997] lr: 7.500e-03, eta: 1 day, 14:04:38, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8130, loss_cls: 1.6969, loss: 1.6969, grad_norm: 5.2553 2020-10-02 02:12:22,321 - mmaction - INFO - Epoch [35][1600/1997] lr: 7.500e-03, eta: 1 day, 14:04:16, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8141, loss_cls: 1.7431, loss: 1.7431, grad_norm: 5.3203 2020-10-02 02:12:42,989 - mmaction - INFO - Epoch [35][1620/1997] lr: 7.500e-03, eta: 1 day, 14:03:54, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8070, loss_cls: 1.7572, loss: 1.7572, grad_norm: 5.2775 2020-10-02 02:13:04,224 - mmaction - INFO - Epoch [35][1640/1997] lr: 7.500e-03, eta: 1 day, 14:03:33, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.5852, top5_acc: 0.8047, loss_cls: 1.7712, loss: 1.7712, grad_norm: 5.2065 2020-10-02 02:13:24,736 - mmaction - INFO - Epoch [35][1660/1997] lr: 7.500e-03, eta: 1 day, 14:03:11, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6010, top5_acc: 0.8047, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.1775 2020-10-02 02:13:45,254 - mmaction - INFO - Epoch [35][1680/1997] lr: 7.500e-03, eta: 1 day, 14:02:49, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5721, top5_acc: 0.8107, loss_cls: 1.7946, loss: 1.7946, grad_norm: 5.3223 2020-10-02 02:14:06,401 - mmaction - INFO - Epoch [35][1700/1997] lr: 7.500e-03, eta: 1 day, 14:02:28, time: 1.059, data_time: 0.012, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8161, loss_cls: 1.7392, loss: 1.7392, grad_norm: 5.2338 2020-10-02 02:14:27,659 - mmaction - INFO - Epoch [35][1720/1997] lr: 7.500e-03, eta: 1 day, 14:02:08, time: 1.062, data_time: 0.129, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8034, loss_cls: 1.7771, loss: 1.7771, grad_norm: 5.4277 2020-10-02 02:14:47,679 - mmaction - INFO - Epoch [35][1740/1997] lr: 7.500e-03, eta: 1 day, 14:01:45, time: 1.001, data_time: 0.012, memory: 8350, top1_acc: 0.5852, top5_acc: 0.8036, loss_cls: 1.7931, loss: 1.7931, grad_norm: 5.3473 2020-10-02 02:15:09,330 - mmaction - INFO - Epoch [35][1760/1997] lr: 7.500e-03, eta: 1 day, 14:01:25, time: 1.083, data_time: 0.083, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8107, loss_cls: 1.7670, loss: 1.7670, grad_norm: 5.3461 2020-10-02 02:15:30,824 - mmaction - INFO - Epoch [35][1780/1997] lr: 7.500e-03, eta: 1 day, 14:01:04, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5852, top5_acc: 0.8154, loss_cls: 1.7278, loss: 1.7278, grad_norm: 5.2455 2020-10-02 02:15:51,016 - mmaction - INFO - Epoch [35][1800/1997] lr: 7.500e-03, eta: 1 day, 14:00:42, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5672, top5_acc: 0.7987, loss_cls: 1.8331, loss: 1.8331, grad_norm: 5.3067 2020-10-02 02:16:12,079 - mmaction - INFO - Epoch [35][1820/1997] lr: 7.500e-03, eta: 1 day, 14:00:21, time: 1.053, data_time: 0.003, memory: 8350, top1_acc: 0.5797, top5_acc: 0.8065, loss_cls: 1.7777, loss: 1.7777, grad_norm: 5.2892 2020-10-02 02:16:32,167 - mmaction - INFO - Epoch [35][1840/1997] lr: 7.500e-03, eta: 1 day, 13:59:58, time: 1.005, data_time: 0.064, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8018, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.2934 2020-10-02 02:16:52,868 - mmaction - INFO - Epoch [35][1860/1997] lr: 7.500e-03, eta: 1 day, 13:59:36, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8143, loss_cls: 1.7513, loss: 1.7513, grad_norm: 5.3266 2020-10-02 02:17:14,302 - mmaction - INFO - Epoch [35][1880/1997] lr: 7.500e-03, eta: 1 day, 13:59:16, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8049, loss_cls: 1.7760, loss: 1.7760, grad_norm: 5.2306 2020-10-02 02:17:36,257 - mmaction - INFO - Epoch [35][1900/1997] lr: 7.500e-03, eta: 1 day, 13:58:56, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.5852, top5_acc: 0.8057, loss_cls: 1.7878, loss: 1.7878, grad_norm: 5.2754 2020-10-02 02:17:57,446 - mmaction - INFO - Epoch [35][1920/1997] lr: 7.500e-03, eta: 1 day, 13:58:36, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8062, loss_cls: 1.7521, loss: 1.7521, grad_norm: 5.3185 2020-10-02 02:18:17,838 - mmaction - INFO - Epoch [35][1940/1997] lr: 7.500e-03, eta: 1 day, 13:58:13, time: 1.020, data_time: 0.003, memory: 8350, top1_acc: 0.5883, top5_acc: 0.8081, loss_cls: 1.7457, loss: 1.7457, grad_norm: 5.3007 2020-10-02 02:18:39,092 - mmaction - INFO - Epoch [35][1960/1997] lr: 7.500e-03, eta: 1 day, 13:57:53, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8044, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.1891 2020-10-02 02:18:58,639 - mmaction - INFO - Epoch [35][1980/1997] lr: 7.500e-03, eta: 1 day, 13:57:29, time: 0.979, data_time: 0.060, memory: 8350, top1_acc: 0.6068, top5_acc: 0.8065, loss_cls: 1.7012, loss: 1.7012, grad_norm: 5.1566 2020-10-02 02:19:18,399 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-02 02:22:12,711 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 02:22:14,261 - mmaction - INFO - top1_acc 0.6588 top5_acc 0.8699 2020-10-02 02:22:14,261 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 02:22:14,347 - mmaction - INFO - mean_acc 0.6574 2020-10-02 02:22:14,348 - mmaction - INFO - Now best checkpoint is epoch_35.pth 2020-10-02 02:22:14,367 - mmaction - INFO - Epoch(val) [35][1997] top1_acc: 0.6588, top5_acc: 0.8699, mean_class_accuracy: 0.6574 2020-10-02 02:22:57,157 - mmaction - INFO - Epoch [36][20/1997] lr: 7.500e-03, eta: 1 day, 13:56:57, time: 2.138, data_time: 1.020, memory: 8350, top1_acc: 0.6154, top5_acc: 0.8174, loss_cls: 1.6823, loss: 1.6823, grad_norm: 5.1773 2020-10-02 02:23:18,523 - mmaction - INFO - Epoch [36][40/1997] lr: 7.500e-03, eta: 1 day, 13:56:37, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6060, top5_acc: 0.8240, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.1594 2020-10-02 02:23:39,227 - mmaction - INFO - Epoch [36][60/1997] lr: 7.500e-03, eta: 1 day, 13:56:15, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.5982, top5_acc: 0.8177, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.2287 2020-10-02 02:24:00,239 - mmaction - INFO - Epoch [36][80/1997] lr: 7.500e-03, eta: 1 day, 13:55:54, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.5971, top5_acc: 0.8104, loss_cls: 1.7295, loss: 1.7295, grad_norm: 5.1652 2020-10-02 02:24:22,271 - mmaction - INFO - Epoch [36][100/1997] lr: 7.500e-03, eta: 1 day, 13:55:35, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8130, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.3361 2020-10-02 02:24:41,770 - mmaction - INFO - Epoch [36][120/1997] lr: 7.500e-03, eta: 1 day, 13:55:11, time: 0.974, data_time: 0.001, memory: 8350, top1_acc: 0.5971, top5_acc: 0.8161, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.1921 2020-10-02 02:25:04,904 - mmaction - INFO - Epoch [36][140/1997] lr: 7.500e-03, eta: 1 day, 13:54:53, time: 1.157, data_time: 0.001, memory: 8350, top1_acc: 0.6049, top5_acc: 0.8234, loss_cls: 1.6342, loss: 1.6342, grad_norm: 5.0723 2020-10-02 02:25:25,193 - mmaction - INFO - Epoch [36][160/1997] lr: 7.500e-03, eta: 1 day, 13:54:31, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.7070, loss: 1.7070, grad_norm: 5.0886 2020-10-02 02:25:46,799 - mmaction - INFO - Epoch [36][180/1997] lr: 7.500e-03, eta: 1 day, 13:54:11, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.5844, top5_acc: 0.8026, loss_cls: 1.7683, loss: 1.7683, grad_norm: 5.3296 2020-10-02 02:26:07,605 - mmaction - INFO - Epoch [36][200/1997] lr: 7.500e-03, eta: 1 day, 13:53:49, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5831, top5_acc: 0.8133, loss_cls: 1.7874, loss: 1.7874, grad_norm: 5.4690 2020-10-02 02:26:28,056 - mmaction - INFO - Epoch [36][220/1997] lr: 7.500e-03, eta: 1 day, 13:53:27, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5982, top5_acc: 0.8107, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.1941 2020-10-02 02:26:49,171 - mmaction - INFO - Epoch [36][240/1997] lr: 7.500e-03, eta: 1 day, 13:53:06, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8120, loss_cls: 1.7267, loss: 1.7267, grad_norm: 5.2696 2020-10-02 02:27:10,310 - mmaction - INFO - Epoch [36][260/1997] lr: 7.500e-03, eta: 1 day, 13:52:45, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6049, top5_acc: 0.8120, loss_cls: 1.7156, loss: 1.7156, grad_norm: 5.1650 2020-10-02 02:27:31,012 - mmaction - INFO - Epoch [36][280/1997] lr: 7.500e-03, eta: 1 day, 13:52:24, time: 1.035, data_time: 0.037, memory: 8350, top1_acc: 0.6013, top5_acc: 0.8169, loss_cls: 1.6847, loss: 1.6847, grad_norm: 5.1167 2020-10-02 02:27:52,551 - mmaction - INFO - Epoch [36][300/1997] lr: 7.500e-03, eta: 1 day, 13:52:03, time: 1.077, data_time: 0.059, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8201, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.1297 2020-10-02 02:28:12,683 - mmaction - INFO - Epoch [36][320/1997] lr: 7.500e-03, eta: 1 day, 13:51:41, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8120, loss_cls: 1.7263, loss: 1.7263, grad_norm: 5.1927 2020-10-02 02:28:33,803 - mmaction - INFO - Epoch [36][340/1997] lr: 7.500e-03, eta: 1 day, 13:51:20, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.6068, top5_acc: 0.8148, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.1131 2020-10-02 02:28:54,446 - mmaction - INFO - Epoch [36][360/1997] lr: 7.500e-03, eta: 1 day, 13:50:58, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8240, loss_cls: 1.6887, loss: 1.6887, grad_norm: 5.2019 2020-10-02 02:29:15,918 - mmaction - INFO - Epoch [36][380/1997] lr: 7.500e-03, eta: 1 day, 13:50:38, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8122, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.2143 2020-10-02 02:29:35,977 - mmaction - INFO - Epoch [36][400/1997] lr: 7.500e-03, eta: 1 day, 13:50:15, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.5888, top5_acc: 0.8026, loss_cls: 1.7674, loss: 1.7674, grad_norm: 5.2180 2020-10-02 02:29:57,158 - mmaction - INFO - Epoch [36][420/1997] lr: 7.500e-03, eta: 1 day, 13:49:54, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6052, top5_acc: 0.8143, loss_cls: 1.6922, loss: 1.6922, grad_norm: 5.1409 2020-10-02 02:30:17,789 - mmaction - INFO - Epoch [36][440/1997] lr: 7.500e-03, eta: 1 day, 13:49:32, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6044, top5_acc: 0.8253, loss_cls: 1.6538, loss: 1.6538, grad_norm: 5.0390 2020-10-02 02:30:38,026 - mmaction - INFO - Epoch [36][460/1997] lr: 7.500e-03, eta: 1 day, 13:49:10, time: 1.011, data_time: 0.026, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8169, loss_cls: 1.7200, loss: 1.7200, grad_norm: 5.2188 2020-10-02 02:30:59,745 - mmaction - INFO - Epoch [36][480/1997] lr: 7.500e-03, eta: 1 day, 13:48:50, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6109, top5_acc: 0.8242, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.2538 2020-10-02 02:31:21,395 - mmaction - INFO - Epoch [36][500/1997] lr: 7.500e-03, eta: 1 day, 13:48:30, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5982, top5_acc: 0.8133, loss_cls: 1.6808, loss: 1.6808, grad_norm: 5.3088 2020-10-02 02:31:42,360 - mmaction - INFO - Epoch [36][520/1997] lr: 7.500e-03, eta: 1 day, 13:48:09, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.5880, top5_acc: 0.8036, loss_cls: 1.7757, loss: 1.7757, grad_norm: 5.3683 2020-10-02 02:32:02,224 - mmaction - INFO - Epoch [36][540/1997] lr: 7.500e-03, eta: 1 day, 13:47:45, time: 0.995, data_time: 0.003, memory: 8350, top1_acc: 0.5982, top5_acc: 0.8099, loss_cls: 1.7413, loss: 1.7413, grad_norm: 5.3064 2020-10-02 02:32:22,957 - mmaction - INFO - Epoch [36][560/1997] lr: 7.500e-03, eta: 1 day, 13:47:24, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6044, top5_acc: 0.8187, loss_cls: 1.6795, loss: 1.6795, grad_norm: 5.2130 2020-10-02 02:32:44,665 - mmaction - INFO - Epoch [36][580/1997] lr: 7.500e-03, eta: 1 day, 13:47:04, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6013, top5_acc: 0.8182, loss_cls: 1.7056, loss: 1.7056, grad_norm: 5.2605 2020-10-02 02:33:06,449 - mmaction - INFO - Epoch [36][600/1997] lr: 7.500e-03, eta: 1 day, 13:46:44, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8099, loss_cls: 1.7307, loss: 1.7307, grad_norm: 5.2215 2020-10-02 02:33:25,654 - mmaction - INFO - Epoch [36][620/1997] lr: 7.500e-03, eta: 1 day, 13:46:20, time: 0.960, data_time: 0.001, memory: 8350, top1_acc: 0.5953, top5_acc: 0.8161, loss_cls: 1.7131, loss: 1.7131, grad_norm: 5.1990 2020-10-02 02:33:46,789 - mmaction - INFO - Epoch [36][640/1997] lr: 7.500e-03, eta: 1 day, 13:45:59, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6107, top5_acc: 0.8148, loss_cls: 1.6925, loss: 1.6925, grad_norm: 5.1029 2020-10-02 02:34:09,072 - mmaction - INFO - Epoch [36][660/1997] lr: 7.500e-03, eta: 1 day, 13:45:40, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8211, loss_cls: 1.6828, loss: 1.6828, grad_norm: 5.2168 2020-10-02 02:34:29,466 - mmaction - INFO - Epoch [36][680/1997] lr: 7.500e-03, eta: 1 day, 13:45:18, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5971, top5_acc: 0.8141, loss_cls: 1.6863, loss: 1.6863, grad_norm: 5.2554 2020-10-02 02:34:51,073 - mmaction - INFO - Epoch [36][700/1997] lr: 7.500e-03, eta: 1 day, 13:44:58, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5953, top5_acc: 0.8185, loss_cls: 1.7331, loss: 1.7331, grad_norm: 5.2967 2020-10-02 02:35:12,209 - mmaction - INFO - Epoch [36][720/1997] lr: 7.500e-03, eta: 1 day, 13:44:37, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8018, loss_cls: 1.7877, loss: 1.7877, grad_norm: 5.3102 2020-10-02 02:35:32,573 - mmaction - INFO - Epoch [36][740/1997] lr: 7.500e-03, eta: 1 day, 13:44:15, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8112, loss_cls: 1.7422, loss: 1.7422, grad_norm: 5.3347 2020-10-02 02:35:54,358 - mmaction - INFO - Epoch [36][760/1997] lr: 7.500e-03, eta: 1 day, 13:43:55, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8156, loss_cls: 1.7203, loss: 1.7203, grad_norm: 5.2449 2020-10-02 02:36:15,893 - mmaction - INFO - Epoch [36][780/1997] lr: 7.500e-03, eta: 1 day, 13:43:35, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6039, top5_acc: 0.8279, loss_cls: 1.6561, loss: 1.6561, grad_norm: 5.0749 2020-10-02 02:36:35,608 - mmaction - INFO - Epoch [36][800/1997] lr: 7.500e-03, eta: 1 day, 13:43:11, time: 0.985, data_time: 0.001, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8201, loss_cls: 1.7110, loss: 1.7110, grad_norm: 5.2454 2020-10-02 02:36:55,792 - mmaction - INFO - Epoch [36][820/1997] lr: 7.500e-03, eta: 1 day, 13:42:49, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8018, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.2357 2020-10-02 02:37:16,648 - mmaction - INFO - Epoch [36][840/1997] lr: 7.500e-03, eta: 1 day, 13:42:27, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5880, top5_acc: 0.8120, loss_cls: 1.7288, loss: 1.7288, grad_norm: 5.2130 2020-10-02 02:37:37,944 - mmaction - INFO - Epoch [36][860/1997] lr: 7.500e-03, eta: 1 day, 13:42:07, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5883, top5_acc: 0.8164, loss_cls: 1.7338, loss: 1.7338, grad_norm: 5.3091 2020-10-02 02:37:59,125 - mmaction - INFO - Epoch [36][880/1997] lr: 7.500e-03, eta: 1 day, 13:41:46, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8193, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.2727 2020-10-02 02:38:20,432 - mmaction - INFO - Epoch [36][900/1997] lr: 7.500e-03, eta: 1 day, 13:41:25, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8081, loss_cls: 1.7467, loss: 1.7467, grad_norm: 5.2381 2020-10-02 02:38:40,919 - mmaction - INFO - Epoch [36][920/1997] lr: 7.500e-03, eta: 1 day, 13:41:03, time: 1.025, data_time: 0.003, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8141, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.2629 2020-10-02 02:39:01,490 - mmaction - INFO - Epoch [36][940/1997] lr: 7.500e-03, eta: 1 day, 13:40:41, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.7105, loss: 1.7105, grad_norm: 5.2702 2020-10-02 02:39:21,494 - mmaction - INFO - Epoch [36][960/1997] lr: 7.500e-03, eta: 1 day, 13:40:18, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8107, loss_cls: 1.7392, loss: 1.7392, grad_norm: 5.3217 2020-10-02 02:39:42,920 - mmaction - INFO - Epoch [36][980/1997] lr: 7.500e-03, eta: 1 day, 13:39:58, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8182, loss_cls: 1.7354, loss: 1.7354, grad_norm: 5.2677 2020-10-02 02:40:04,483 - mmaction - INFO - Epoch [36][1000/1997] lr: 7.500e-03, eta: 1 day, 13:39:38, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.5984, top5_acc: 0.8182, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.2064 2020-10-02 02:40:24,784 - mmaction - INFO - Epoch [36][1020/1997] lr: 7.500e-03, eta: 1 day, 13:39:15, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.5760, top5_acc: 0.8102, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.2812 2020-10-02 02:40:46,702 - mmaction - INFO - Epoch [36][1040/1997] lr: 7.500e-03, eta: 1 day, 13:38:56, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.6013, top5_acc: 0.8247, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.2406 2020-10-02 02:41:06,850 - mmaction - INFO - Epoch [36][1060/1997] lr: 7.500e-03, eta: 1 day, 13:38:33, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8078, loss_cls: 1.7630, loss: 1.7630, grad_norm: 5.2803 2020-10-02 02:41:27,821 - mmaction - INFO - Epoch [36][1080/1997] lr: 7.500e-03, eta: 1 day, 13:38:12, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.2861 2020-10-02 02:41:48,119 - mmaction - INFO - Epoch [36][1100/1997] lr: 7.500e-03, eta: 1 day, 13:37:49, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.5974, top5_acc: 0.8120, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.2204 2020-10-02 02:42:09,211 - mmaction - INFO - Epoch [36][1120/1997] lr: 7.500e-03, eta: 1 day, 13:37:28, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5974, top5_acc: 0.8182, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.1811 2020-10-02 02:42:29,950 - mmaction - INFO - Epoch [36][1140/1997] lr: 7.500e-03, eta: 1 day, 13:37:07, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6096, top5_acc: 0.8180, loss_cls: 1.6796, loss: 1.6796, grad_norm: 5.2350 2020-10-02 02:42:50,712 - mmaction - INFO - Epoch [36][1160/1997] lr: 7.500e-03, eta: 1 day, 13:36:45, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8091, loss_cls: 1.7427, loss: 1.7427, grad_norm: 5.2431 2020-10-02 02:43:12,328 - mmaction - INFO - Epoch [36][1180/1997] lr: 7.500e-03, eta: 1 day, 13:36:25, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8013, loss_cls: 1.7682, loss: 1.7682, grad_norm: 5.2789 2020-10-02 02:43:33,970 - mmaction - INFO - Epoch [36][1200/1997] lr: 7.500e-03, eta: 1 day, 13:36:05, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8214, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.2325 2020-10-02 02:43:54,049 - mmaction - INFO - Epoch [36][1220/1997] lr: 7.500e-03, eta: 1 day, 13:35:42, time: 1.004, data_time: 0.001, memory: 8350, top1_acc: 0.5911, top5_acc: 0.8112, loss_cls: 1.7344, loss: 1.7344, grad_norm: 5.3669 2020-10-02 02:44:15,150 - mmaction - INFO - Epoch [36][1240/1997] lr: 7.500e-03, eta: 1 day, 13:35:22, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6023, top5_acc: 0.8182, loss_cls: 1.6778, loss: 1.6778, grad_norm: 5.2601 2020-10-02 02:44:36,365 - mmaction - INFO - Epoch [36][1260/1997] lr: 7.500e-03, eta: 1 day, 13:35:01, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6047, top5_acc: 0.8135, loss_cls: 1.7024, loss: 1.7024, grad_norm: 5.1250 2020-10-02 02:44:57,528 - mmaction - INFO - Epoch [36][1280/1997] lr: 7.500e-03, eta: 1 day, 13:34:40, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6023, top5_acc: 0.8091, loss_cls: 1.7259, loss: 1.7259, grad_norm: 5.1795 2020-10-02 02:45:18,350 - mmaction - INFO - Epoch [36][1300/1997] lr: 7.500e-03, eta: 1 day, 13:34:18, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5714, top5_acc: 0.8029, loss_cls: 1.8243, loss: 1.8243, grad_norm: 5.3888 2020-10-02 02:45:39,684 - mmaction - INFO - Epoch [36][1320/1997] lr: 7.500e-03, eta: 1 day, 13:33:58, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6047, top5_acc: 0.8201, loss_cls: 1.6970, loss: 1.6970, grad_norm: 5.1790 2020-10-02 02:45:59,767 - mmaction - INFO - Epoch [36][1340/1997] lr: 7.500e-03, eta: 1 day, 13:33:35, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.5841, top5_acc: 0.8034, loss_cls: 1.7593, loss: 1.7593, grad_norm: 5.2348 2020-10-02 02:46:20,415 - mmaction - INFO - Epoch [36][1360/1997] lr: 7.500e-03, eta: 1 day, 13:33:13, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8138, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.3610 2020-10-02 02:46:40,619 - mmaction - INFO - Epoch [36][1380/1997] lr: 7.500e-03, eta: 1 day, 13:32:51, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.6000, top5_acc: 0.8190, loss_cls: 1.6922, loss: 1.6922, grad_norm: 5.2068 2020-10-02 02:47:02,265 - mmaction - INFO - Epoch [36][1400/1997] lr: 7.500e-03, eta: 1 day, 13:32:31, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8070, loss_cls: 1.7750, loss: 1.7750, grad_norm: 5.1907 2020-10-02 02:47:23,373 - mmaction - INFO - Epoch [36][1420/1997] lr: 7.500e-03, eta: 1 day, 13:32:10, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5995, top5_acc: 0.8151, loss_cls: 1.7254, loss: 1.7254, grad_norm: 5.3121 2020-10-02 02:47:45,362 - mmaction - INFO - Epoch [36][1440/1997] lr: 7.500e-03, eta: 1 day, 13:31:50, time: 1.099, data_time: 0.003, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8073, loss_cls: 1.7637, loss: 1.7637, grad_norm: 5.2841 2020-10-02 02:48:05,991 - mmaction - INFO - Epoch [36][1460/1997] lr: 7.500e-03, eta: 1 day, 13:31:29, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8148, loss_cls: 1.7313, loss: 1.7313, grad_norm: 5.2208 2020-10-02 02:48:27,123 - mmaction - INFO - Epoch [36][1480/1997] lr: 7.500e-03, eta: 1 day, 13:31:08, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8128, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.2371 2020-10-02 02:48:48,081 - mmaction - INFO - Epoch [36][1500/1997] lr: 7.500e-03, eta: 1 day, 13:30:47, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8187, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.2416 2020-10-02 02:49:08,414 - mmaction - INFO - Epoch [36][1520/1997] lr: 7.500e-03, eta: 1 day, 13:30:24, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.5990, top5_acc: 0.8130, loss_cls: 1.7081, loss: 1.7081, grad_norm: 5.3777 2020-10-02 02:49:29,786 - mmaction - INFO - Epoch [36][1540/1997] lr: 7.500e-03, eta: 1 day, 13:30:04, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8036, loss_cls: 1.7645, loss: 1.7645, grad_norm: 5.3198 2020-10-02 02:49:51,422 - mmaction - INFO - Epoch [36][1560/1997] lr: 7.500e-03, eta: 1 day, 13:29:44, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.6031, top5_acc: 0.8214, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.3047 2020-10-02 02:50:10,961 - mmaction - INFO - Epoch [36][1580/1997] lr: 7.500e-03, eta: 1 day, 13:29:20, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.6005, top5_acc: 0.8094, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.2807 2020-10-02 02:50:32,824 - mmaction - INFO - Epoch [36][1600/1997] lr: 7.500e-03, eta: 1 day, 13:29:00, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5763, top5_acc: 0.8070, loss_cls: 1.7794, loss: 1.7794, grad_norm: 5.3031 2020-10-02 02:50:52,727 - mmaction - INFO - Epoch [36][1620/1997] lr: 7.500e-03, eta: 1 day, 13:28:37, time: 0.997, data_time: 0.003, memory: 8350, top1_acc: 0.5943, top5_acc: 0.8125, loss_cls: 1.7274, loss: 1.7274, grad_norm: 5.2881 2020-10-02 02:51:13,654 - mmaction - INFO - Epoch [36][1640/1997] lr: 7.500e-03, eta: 1 day, 13:28:16, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8099, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.1673 2020-10-02 02:51:35,538 - mmaction - INFO - Epoch [36][1660/1997] lr: 7.500e-03, eta: 1 day, 13:27:56, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.5836, top5_acc: 0.8102, loss_cls: 1.7698, loss: 1.7698, grad_norm: 5.3377 2020-10-02 02:51:56,466 - mmaction - INFO - Epoch [36][1680/1997] lr: 7.500e-03, eta: 1 day, 13:27:35, time: 1.046, data_time: 0.004, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8208, loss_cls: 1.7014, loss: 1.7014, grad_norm: 5.1297 2020-10-02 02:52:16,278 - mmaction - INFO - Epoch [36][1700/1997] lr: 7.500e-03, eta: 1 day, 13:27:12, time: 0.990, data_time: 0.003, memory: 8350, top1_acc: 0.5820, top5_acc: 0.8034, loss_cls: 1.7621, loss: 1.7621, grad_norm: 5.2628 2020-10-02 02:52:37,299 - mmaction - INFO - Epoch [36][1720/1997] lr: 7.500e-03, eta: 1 day, 13:26:51, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8133, loss_cls: 1.7238, loss: 1.7238, grad_norm: 5.2377 2020-10-02 02:52:59,202 - mmaction - INFO - Epoch [36][1740/1997] lr: 7.500e-03, eta: 1 day, 13:26:31, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.5982, top5_acc: 0.8107, loss_cls: 1.7323, loss: 1.7323, grad_norm: 5.2126 2020-10-02 02:53:20,964 - mmaction - INFO - Epoch [36][1760/1997] lr: 7.500e-03, eta: 1 day, 13:26:11, time: 1.090, data_time: 0.003, memory: 8350, top1_acc: 0.5742, top5_acc: 0.8016, loss_cls: 1.8016, loss: 1.8016, grad_norm: 5.2743 2020-10-02 02:53:41,374 - mmaction - INFO - Epoch [36][1780/1997] lr: 7.500e-03, eta: 1 day, 13:25:49, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.5984, top5_acc: 0.8042, loss_cls: 1.7341, loss: 1.7341, grad_norm: 5.2266 2020-10-02 02:54:02,776 - mmaction - INFO - Epoch [36][1800/1997] lr: 7.500e-03, eta: 1 day, 13:25:29, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6005, top5_acc: 0.8094, loss_cls: 1.7139, loss: 1.7139, grad_norm: 5.2520 2020-10-02 02:54:24,698 - mmaction - INFO - Epoch [36][1820/1997] lr: 7.500e-03, eta: 1 day, 13:25:09, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.2437 2020-10-02 02:54:45,297 - mmaction - INFO - Epoch [36][1840/1997] lr: 7.500e-03, eta: 1 day, 13:24:48, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6062, top5_acc: 0.8154, loss_cls: 1.6828, loss: 1.6828, grad_norm: 5.1193 2020-10-02 02:55:07,115 - mmaction - INFO - Epoch [36][1860/1997] lr: 7.500e-03, eta: 1 day, 13:24:28, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.5753, top5_acc: 0.8029, loss_cls: 1.7865, loss: 1.7865, grad_norm: 5.3115 2020-10-02 02:55:27,384 - mmaction - INFO - Epoch [36][1880/1997] lr: 7.500e-03, eta: 1 day, 13:24:05, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.7202, loss: 1.7202, grad_norm: 5.1154 2020-10-02 02:55:48,219 - mmaction - INFO - Epoch [36][1900/1997] lr: 7.500e-03, eta: 1 day, 13:23:44, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8039, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.2824 2020-10-02 02:56:08,946 - mmaction - INFO - Epoch [36][1920/1997] lr: 7.500e-03, eta: 1 day, 13:23:22, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6023, top5_acc: 0.8049, loss_cls: 1.7380, loss: 1.7380, grad_norm: 5.2458 2020-10-02 02:56:31,027 - mmaction - INFO - Epoch [36][1940/1997] lr: 7.500e-03, eta: 1 day, 13:23:03, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.5982, top5_acc: 0.8120, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.1875 2020-10-02 02:56:50,560 - mmaction - INFO - Epoch [36][1960/1997] lr: 7.500e-03, eta: 1 day, 13:22:39, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.6008, top5_acc: 0.8187, loss_cls: 1.6849, loss: 1.6849, grad_norm: 5.0818 2020-10-02 02:57:13,527 - mmaction - INFO - Epoch [36][1980/1997] lr: 7.500e-03, eta: 1 day, 13:22:22, time: 1.149, data_time: 0.002, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8083, loss_cls: 1.7527, loss: 1.7527, grad_norm: 5.3031 2020-10-02 02:57:29,267 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-10-02 02:58:15,248 - mmaction - INFO - Epoch [37][20/1997] lr: 7.500e-03, eta: 1 day, 13:21:53, time: 2.239, data_time: 1.362, memory: 8350, top1_acc: 0.6039, top5_acc: 0.8115, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.2117 2020-10-02 02:58:37,717 - mmaction - INFO - Epoch [37][40/1997] lr: 7.500e-03, eta: 1 day, 13:21:35, time: 1.124, data_time: 0.002, memory: 8350, top1_acc: 0.6167, top5_acc: 0.8164, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.1704 2020-10-02 02:58:57,281 - mmaction - INFO - Epoch [37][60/1997] lr: 7.500e-03, eta: 1 day, 13:21:11, time: 0.978, data_time: 0.001, memory: 8350, top1_acc: 0.5943, top5_acc: 0.8133, loss_cls: 1.7062, loss: 1.7062, grad_norm: 5.2330 2020-10-02 02:59:17,936 - mmaction - INFO - Epoch [37][80/1997] lr: 7.500e-03, eta: 1 day, 13:20:49, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6120, top5_acc: 0.8224, loss_cls: 1.6684, loss: 1.6684, grad_norm: 5.2437 2020-10-02 02:59:38,937 - mmaction - INFO - Epoch [37][100/1997] lr: 7.500e-03, eta: 1 day, 13:20:28, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6076, top5_acc: 0.8198, loss_cls: 1.6532, loss: 1.6532, grad_norm: 5.1223 2020-10-02 03:00:00,063 - mmaction - INFO - Epoch [37][120/1997] lr: 7.500e-03, eta: 1 day, 13:20:07, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.0907 2020-10-02 03:00:22,400 - mmaction - INFO - Epoch [37][140/1997] lr: 7.500e-03, eta: 1 day, 13:19:48, time: 1.116, data_time: 0.001, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8060, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.2438 2020-10-02 03:00:42,833 - mmaction - INFO - Epoch [37][160/1997] lr: 7.500e-03, eta: 1 day, 13:19:26, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6104, top5_acc: 0.8232, loss_cls: 1.6674, loss: 1.6674, grad_norm: 5.2049 2020-10-02 03:01:03,495 - mmaction - INFO - Epoch [37][180/1997] lr: 7.500e-03, eta: 1 day, 13:19:04, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5880, top5_acc: 0.8099, loss_cls: 1.7461, loss: 1.7461, grad_norm: 5.2533 2020-10-02 03:01:25,211 - mmaction - INFO - Epoch [37][200/1997] lr: 7.500e-03, eta: 1 day, 13:18:45, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8159, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.3432 2020-10-02 03:01:46,320 - mmaction - INFO - Epoch [37][220/1997] lr: 7.500e-03, eta: 1 day, 13:18:24, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.5945, top5_acc: 0.8065, loss_cls: 1.7469, loss: 1.7469, grad_norm: 5.2287 2020-10-02 03:02:08,016 - mmaction - INFO - Epoch [37][240/1997] lr: 7.500e-03, eta: 1 day, 13:18:04, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.5953, top5_acc: 0.8122, loss_cls: 1.7316, loss: 1.7316, grad_norm: 5.2322 2020-10-02 03:02:28,225 - mmaction - INFO - Epoch [37][260/1997] lr: 7.500e-03, eta: 1 day, 13:17:41, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.6057, top5_acc: 0.8159, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.2088 2020-10-02 03:02:49,607 - mmaction - INFO - Epoch [37][280/1997] lr: 7.500e-03, eta: 1 day, 13:17:21, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.6065, top5_acc: 0.8219, loss_cls: 1.6673, loss: 1.6673, grad_norm: 5.1415 2020-10-02 03:03:09,817 - mmaction - INFO - Epoch [37][300/1997] lr: 7.500e-03, eta: 1 day, 13:16:58, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.5974, top5_acc: 0.8151, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.2444 2020-10-02 03:03:30,685 - mmaction - INFO - Epoch [37][320/1997] lr: 7.500e-03, eta: 1 day, 13:16:37, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5997, top5_acc: 0.8096, loss_cls: 1.7323, loss: 1.7323, grad_norm: 5.2022 2020-10-02 03:03:51,683 - mmaction - INFO - Epoch [37][340/1997] lr: 7.500e-03, eta: 1 day, 13:16:16, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8052, loss_cls: 1.7259, loss: 1.7259, grad_norm: 5.1735 2020-10-02 03:04:12,458 - mmaction - INFO - Epoch [37][360/1997] lr: 7.500e-03, eta: 1 day, 13:15:54, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8219, loss_cls: 1.6845, loss: 1.6845, grad_norm: 5.2201 2020-10-02 03:04:32,855 - mmaction - INFO - Epoch [37][380/1997] lr: 7.500e-03, eta: 1 day, 13:15:32, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6013, top5_acc: 0.8188, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.2389 2020-10-02 03:04:53,845 - mmaction - INFO - Epoch [37][400/1997] lr: 7.500e-03, eta: 1 day, 13:15:11, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.6026, top5_acc: 0.8203, loss_cls: 1.7067, loss: 1.7067, grad_norm: 5.3340 2020-10-02 03:05:14,276 - mmaction - INFO - Epoch [37][420/1997] lr: 7.500e-03, eta: 1 day, 13:14:49, time: 1.022, data_time: 0.015, memory: 8350, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.2538 2020-10-02 03:05:35,948 - mmaction - INFO - Epoch [37][440/1997] lr: 7.500e-03, eta: 1 day, 13:14:29, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6013, top5_acc: 0.8219, loss_cls: 1.6726, loss: 1.6726, grad_norm: 5.1125 2020-10-02 03:05:56,777 - mmaction - INFO - Epoch [37][460/1997] lr: 7.500e-03, eta: 1 day, 13:14:07, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6096, top5_acc: 0.8133, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.1838 2020-10-02 03:06:16,621 - mmaction - INFO - Epoch [37][480/1997] lr: 7.500e-03, eta: 1 day, 13:13:44, time: 0.990, data_time: 0.001, memory: 8350, top1_acc: 0.6073, top5_acc: 0.8120, loss_cls: 1.6892, loss: 1.6892, grad_norm: 5.1424 2020-10-02 03:06:38,402 - mmaction - INFO - Epoch [37][500/1997] lr: 7.500e-03, eta: 1 day, 13:13:24, time: 1.090, data_time: 0.012, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.7161, loss: 1.7161, grad_norm: 5.2841 2020-10-02 03:06:59,718 - mmaction - INFO - Epoch [37][520/1997] lr: 7.500e-03, eta: 1 day, 13:13:04, time: 1.067, data_time: 0.137, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8125, loss_cls: 1.7272, loss: 1.7272, grad_norm: 5.2690 2020-10-02 03:07:20,538 - mmaction - INFO - Epoch [37][540/1997] lr: 7.500e-03, eta: 1 day, 13:12:42, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8112, loss_cls: 1.7500, loss: 1.7500, grad_norm: 5.2742 2020-10-02 03:07:41,431 - mmaction - INFO - Epoch [37][560/1997] lr: 7.500e-03, eta: 1 day, 13:12:21, time: 1.045, data_time: 0.003, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8039, loss_cls: 1.7624, loss: 1.7624, grad_norm: 5.3394 2020-10-02 03:08:02,517 - mmaction - INFO - Epoch [37][580/1997] lr: 7.500e-03, eta: 1 day, 13:12:00, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6065, top5_acc: 0.8224, loss_cls: 1.6721, loss: 1.6721, grad_norm: 5.1367 2020-10-02 03:08:22,906 - mmaction - INFO - Epoch [37][600/1997] lr: 7.500e-03, eta: 1 day, 13:11:38, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8154, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.3041 2020-10-02 03:08:44,656 - mmaction - INFO - Epoch [37][620/1997] lr: 7.500e-03, eta: 1 day, 13:11:18, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.6021, top5_acc: 0.8187, loss_cls: 1.7132, loss: 1.7132, grad_norm: 5.2495 2020-10-02 03:09:05,977 - mmaction - INFO - Epoch [37][640/1997] lr: 7.500e-03, eta: 1 day, 13:10:57, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8094, loss_cls: 1.7391, loss: 1.7391, grad_norm: 5.2727 2020-10-02 03:09:25,953 - mmaction - INFO - Epoch [37][660/1997] lr: 7.500e-03, eta: 1 day, 13:10:34, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.5990, top5_acc: 0.8081, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.1689 2020-10-02 03:09:48,145 - mmaction - INFO - Epoch [37][680/1997] lr: 7.500e-03, eta: 1 day, 13:10:15, time: 1.111, data_time: 0.004, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8156, loss_cls: 1.6922, loss: 1.6922, grad_norm: 5.3047 2020-10-02 03:10:09,186 - mmaction - INFO - Epoch [37][700/1997] lr: 7.500e-03, eta: 1 day, 13:09:54, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.2803 2020-10-02 03:10:29,072 - mmaction - INFO - Epoch [37][720/1997] lr: 7.500e-03, eta: 1 day, 13:09:31, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8167, loss_cls: 1.6699, loss: 1.6699, grad_norm: 5.1500 2020-10-02 03:10:51,064 - mmaction - INFO - Epoch [37][740/1997] lr: 7.500e-03, eta: 1 day, 13:09:12, time: 1.099, data_time: 0.001, memory: 8350, top1_acc: 0.6060, top5_acc: 0.8232, loss_cls: 1.6857, loss: 1.6857, grad_norm: 5.2709 2020-10-02 03:11:11,696 - mmaction - INFO - Epoch [37][760/1997] lr: 7.500e-03, eta: 1 day, 13:08:50, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6073, top5_acc: 0.8167, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.3233 2020-10-02 03:11:31,754 - mmaction - INFO - Epoch [37][780/1997] lr: 7.500e-03, eta: 1 day, 13:08:27, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8177, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.2270 2020-10-02 03:11:53,350 - mmaction - INFO - Epoch [37][800/1997] lr: 7.500e-03, eta: 1 day, 13:08:07, time: 1.081, data_time: 0.003, memory: 8350, top1_acc: 0.6018, top5_acc: 0.8148, loss_cls: 1.7195, loss: 1.7195, grad_norm: 5.2517 2020-10-02 03:12:14,645 - mmaction - INFO - Epoch [37][820/1997] lr: 7.500e-03, eta: 1 day, 13:07:46, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.6049, top5_acc: 0.8206, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.1555 2020-10-02 03:12:35,440 - mmaction - INFO - Epoch [37][840/1997] lr: 7.500e-03, eta: 1 day, 13:07:25, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8081, loss_cls: 1.7422, loss: 1.7422, grad_norm: 5.2394 2020-10-02 03:12:56,661 - mmaction - INFO - Epoch [37][860/1997] lr: 7.500e-03, eta: 1 day, 13:07:04, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.5844, top5_acc: 0.8130, loss_cls: 1.7339, loss: 1.7339, grad_norm: 5.3106 2020-10-02 03:13:17,507 - mmaction - INFO - Epoch [37][880/1997] lr: 7.500e-03, eta: 1 day, 13:06:43, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5818, top5_acc: 0.8102, loss_cls: 1.7272, loss: 1.7272, grad_norm: 5.2032 2020-10-02 03:13:38,377 - mmaction - INFO - Epoch [37][900/1997] lr: 7.500e-03, eta: 1 day, 13:06:21, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6013, top5_acc: 0.8078, loss_cls: 1.7208, loss: 1.7208, grad_norm: 5.1718 2020-10-02 03:13:58,961 - mmaction - INFO - Epoch [37][920/1997] lr: 7.500e-03, eta: 1 day, 13:05:59, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8065, loss_cls: 1.6972, loss: 1.6972, grad_norm: 5.1226 2020-10-02 03:14:20,610 - mmaction - INFO - Epoch [37][940/1997] lr: 7.500e-03, eta: 1 day, 13:05:39, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6010, top5_acc: 0.8182, loss_cls: 1.6948, loss: 1.6948, grad_norm: 5.2504 2020-10-02 03:14:40,749 - mmaction - INFO - Epoch [37][960/1997] lr: 7.500e-03, eta: 1 day, 13:05:17, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.6023, top5_acc: 0.8057, loss_cls: 1.7261, loss: 1.7261, grad_norm: 5.3104 2020-10-02 03:15:02,495 - mmaction - INFO - Epoch [37][980/1997] lr: 7.500e-03, eta: 1 day, 13:04:57, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8083, loss_cls: 1.7548, loss: 1.7548, grad_norm: 5.3121 2020-10-02 03:15:22,263 - mmaction - INFO - Epoch [37][1000/1997] lr: 7.500e-03, eta: 1 day, 13:04:34, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.6013, top5_acc: 0.8167, loss_cls: 1.7011, loss: 1.7011, grad_norm: 5.2901 2020-10-02 03:15:43,016 - mmaction - INFO - Epoch [37][1020/1997] lr: 7.500e-03, eta: 1 day, 13:04:12, time: 1.039, data_time: 0.003, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8146, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.2408 2020-10-02 03:16:05,458 - mmaction - INFO - Epoch [37][1040/1997] lr: 7.500e-03, eta: 1 day, 13:03:53, time: 1.123, data_time: 0.002, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8120, loss_cls: 1.7227, loss: 1.7227, grad_norm: 5.2485 2020-10-02 03:16:25,490 - mmaction - INFO - Epoch [37][1060/1997] lr: 7.500e-03, eta: 1 day, 13:03:31, time: 1.001, data_time: 0.001, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.3083 2020-10-02 03:16:47,459 - mmaction - INFO - Epoch [37][1080/1997] lr: 7.500e-03, eta: 1 day, 13:03:11, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8065, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.3059 2020-10-02 03:17:07,466 - mmaction - INFO - Epoch [37][1100/1997] lr: 7.500e-03, eta: 1 day, 13:02:48, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.5992, top5_acc: 0.8133, loss_cls: 1.7120, loss: 1.7120, grad_norm: 5.1890 2020-10-02 03:17:29,405 - mmaction - INFO - Epoch [37][1120/1997] lr: 7.500e-03, eta: 1 day, 13:02:29, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5875, top5_acc: 0.8091, loss_cls: 1.7454, loss: 1.7454, grad_norm: 5.3221 2020-10-02 03:17:50,936 - mmaction - INFO - Epoch [37][1140/1997] lr: 7.500e-03, eta: 1 day, 13:02:09, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8057, loss_cls: 1.7524, loss: 1.7524, grad_norm: 5.4067 2020-10-02 03:18:11,052 - mmaction - INFO - Epoch [37][1160/1997] lr: 7.500e-03, eta: 1 day, 13:01:46, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8187, loss_cls: 1.7054, loss: 1.7054, grad_norm: 5.2802 2020-10-02 03:18:32,355 - mmaction - INFO - Epoch [37][1180/1997] lr: 7.500e-03, eta: 1 day, 13:01:25, time: 1.066, data_time: 0.003, memory: 8350, top1_acc: 0.6029, top5_acc: 0.8078, loss_cls: 1.7296, loss: 1.7296, grad_norm: 5.2065 2020-10-02 03:18:53,744 - mmaction - INFO - Epoch [37][1200/1997] lr: 7.500e-03, eta: 1 day, 13:01:05, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6044, top5_acc: 0.8146, loss_cls: 1.7053, loss: 1.7053, grad_norm: 5.1437 2020-10-02 03:19:12,752 - mmaction - INFO - Epoch [37][1220/1997] lr: 7.500e-03, eta: 1 day, 13:00:40, time: 0.949, data_time: 0.001, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8154, loss_cls: 1.7479, loss: 1.7479, grad_norm: 5.3056 2020-10-02 03:19:34,189 - mmaction - INFO - Epoch [37][1240/1997] lr: 7.500e-03, eta: 1 day, 13:00:20, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.5995, top5_acc: 0.8146, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.2708 2020-10-02 03:19:55,736 - mmaction - INFO - Epoch [37][1260/1997] lr: 7.500e-03, eta: 1 day, 13:00:00, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8010, loss_cls: 1.7475, loss: 1.7475, grad_norm: 5.2370 2020-10-02 03:20:16,234 - mmaction - INFO - Epoch [37][1280/1997] lr: 7.500e-03, eta: 1 day, 12:59:38, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8115, loss_cls: 1.7264, loss: 1.7264, grad_norm: 5.1901 2020-10-02 03:20:37,019 - mmaction - INFO - Epoch [37][1300/1997] lr: 7.500e-03, eta: 1 day, 12:59:16, time: 1.040, data_time: 0.003, memory: 8350, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.2919 2020-10-02 03:20:57,752 - mmaction - INFO - Epoch [37][1320/1997] lr: 7.500e-03, eta: 1 day, 12:58:54, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.5992, top5_acc: 0.8198, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.2909 2020-10-02 03:21:18,026 - mmaction - INFO - Epoch [37][1340/1997] lr: 7.500e-03, eta: 1 day, 12:58:32, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.5966, top5_acc: 0.8125, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.3044 2020-10-02 03:21:39,758 - mmaction - INFO - Epoch [37][1360/1997] lr: 7.500e-03, eta: 1 day, 12:58:12, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5997, top5_acc: 0.8073, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.2655 2020-10-02 03:22:00,878 - mmaction - INFO - Epoch [37][1380/1997] lr: 7.500e-03, eta: 1 day, 12:57:51, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6010, top5_acc: 0.8133, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.2563 2020-10-02 03:22:21,629 - mmaction - INFO - Epoch [37][1400/1997] lr: 7.500e-03, eta: 1 day, 12:57:30, time: 1.039, data_time: 0.003, memory: 8350, top1_acc: 0.6047, top5_acc: 0.8096, loss_cls: 1.7250, loss: 1.7250, grad_norm: 5.2101 2020-10-02 03:22:42,249 - mmaction - INFO - Epoch [37][1420/1997] lr: 7.500e-03, eta: 1 day, 12:57:08, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5839, top5_acc: 0.8133, loss_cls: 1.7392, loss: 1.7392, grad_norm: 5.2880 2020-10-02 03:23:02,241 - mmaction - INFO - Epoch [37][1440/1997] lr: 7.500e-03, eta: 1 day, 12:56:45, time: 0.998, data_time: 0.007, memory: 8350, top1_acc: 0.5995, top5_acc: 0.8089, loss_cls: 1.7236, loss: 1.7236, grad_norm: 5.1688 2020-10-02 03:23:24,999 - mmaction - INFO - Epoch [37][1460/1997] lr: 7.500e-03, eta: 1 day, 12:56:27, time: 1.139, data_time: 0.011, memory: 8350, top1_acc: 0.6060, top5_acc: 0.8193, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.2198 2020-10-02 03:23:45,864 - mmaction - INFO - Epoch [37][1480/1997] lr: 7.500e-03, eta: 1 day, 12:56:06, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8003, loss_cls: 1.7708, loss: 1.7708, grad_norm: 5.2862 2020-10-02 03:24:06,929 - mmaction - INFO - Epoch [37][1500/1997] lr: 7.500e-03, eta: 1 day, 12:55:45, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.6047, top5_acc: 0.8198, loss_cls: 1.6790, loss: 1.6790, grad_norm: 5.1187 2020-10-02 03:24:28,839 - mmaction - INFO - Epoch [37][1520/1997] lr: 7.500e-03, eta: 1 day, 12:55:25, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.5945, top5_acc: 0.8151, loss_cls: 1.7060, loss: 1.7060, grad_norm: 5.1577 2020-10-02 03:24:48,793 - mmaction - INFO - Epoch [37][1540/1997] lr: 7.500e-03, eta: 1 day, 12:55:02, time: 0.997, data_time: 0.001, memory: 8350, top1_acc: 0.6021, top5_acc: 0.8112, loss_cls: 1.7020, loss: 1.7020, grad_norm: 5.1159 2020-10-02 03:25:10,303 - mmaction - INFO - Epoch [37][1560/1997] lr: 7.500e-03, eta: 1 day, 12:54:42, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8177, loss_cls: 1.7105, loss: 1.7105, grad_norm: 5.2918 2020-10-02 03:25:31,465 - mmaction - INFO - Epoch [37][1580/1997] lr: 7.500e-03, eta: 1 day, 12:54:21, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.5839, top5_acc: 0.8102, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.2754 2020-10-02 03:25:52,169 - mmaction - INFO - Epoch [37][1600/1997] lr: 7.500e-03, eta: 1 day, 12:53:59, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8193, loss_cls: 1.6805, loss: 1.6805, grad_norm: 5.1973 2020-10-02 03:26:13,440 - mmaction - INFO - Epoch [37][1620/1997] lr: 7.500e-03, eta: 1 day, 12:53:39, time: 1.063, data_time: 0.048, memory: 8350, top1_acc: 0.5932, top5_acc: 0.8122, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.3176 2020-10-02 03:26:33,639 - mmaction - INFO - Epoch [37][1640/1997] lr: 7.500e-03, eta: 1 day, 12:53:16, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8174, loss_cls: 1.7210, loss: 1.7210, grad_norm: 5.2826 2020-10-02 03:26:55,191 - mmaction - INFO - Epoch [37][1660/1997] lr: 7.500e-03, eta: 1 day, 12:52:56, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.5937, top5_acc: 0.8182, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.1394 2020-10-02 03:27:16,735 - mmaction - INFO - Epoch [37][1680/1997] lr: 7.500e-03, eta: 1 day, 12:52:36, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6018, top5_acc: 0.8151, loss_cls: 1.7123, loss: 1.7123, grad_norm: 5.2437 2020-10-02 03:27:37,040 - mmaction - INFO - Epoch [37][1700/1997] lr: 7.500e-03, eta: 1 day, 12:52:13, time: 1.016, data_time: 0.003, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8083, loss_cls: 1.7572, loss: 1.7572, grad_norm: 5.2717 2020-10-02 03:27:57,378 - mmaction - INFO - Epoch [37][1720/1997] lr: 7.500e-03, eta: 1 day, 12:51:51, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.7239, loss: 1.7239, grad_norm: 5.2712 2020-10-02 03:28:19,438 - mmaction - INFO - Epoch [37][1740/1997] lr: 7.500e-03, eta: 1 day, 12:51:32, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8185, loss_cls: 1.6878, loss: 1.6878, grad_norm: 5.2712 2020-10-02 03:28:40,963 - mmaction - INFO - Epoch [37][1760/1997] lr: 7.500e-03, eta: 1 day, 12:51:11, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8086, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.2361 2020-10-02 03:29:00,233 - mmaction - INFO - Epoch [37][1780/1997] lr: 7.500e-03, eta: 1 day, 12:50:47, time: 0.964, data_time: 0.002, memory: 8350, top1_acc: 0.5938, top5_acc: 0.8060, loss_cls: 1.7670, loss: 1.7670, grad_norm: 5.2789 2020-10-02 03:29:21,931 - mmaction - INFO - Epoch [37][1800/1997] lr: 7.500e-03, eta: 1 day, 12:50:27, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5945, top5_acc: 0.8104, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.1810 2020-10-02 03:29:43,555 - mmaction - INFO - Epoch [37][1820/1997] lr: 7.500e-03, eta: 1 day, 12:50:07, time: 1.082, data_time: 0.003, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8159, loss_cls: 1.7056, loss: 1.7056, grad_norm: 5.1430 2020-10-02 03:30:04,360 - mmaction - INFO - Epoch [37][1840/1997] lr: 7.500e-03, eta: 1 day, 12:49:46, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.5779, top5_acc: 0.8031, loss_cls: 1.7870, loss: 1.7870, grad_norm: 5.3505 2020-10-02 03:30:27,159 - mmaction - INFO - Epoch [37][1860/1997] lr: 7.500e-03, eta: 1 day, 12:49:28, time: 1.141, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8206, loss_cls: 1.7235, loss: 1.7235, grad_norm: 5.3360 2020-10-02 03:30:48,004 - mmaction - INFO - Epoch [37][1880/1997] lr: 7.500e-03, eta: 1 day, 12:49:06, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6927, loss: 1.6927, grad_norm: 5.1632 2020-10-02 03:31:08,389 - mmaction - INFO - Epoch [37][1900/1997] lr: 7.500e-03, eta: 1 day, 12:48:44, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5898, top5_acc: 0.8068, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.2922 2020-10-02 03:31:29,553 - mmaction - INFO - Epoch [37][1920/1997] lr: 7.500e-03, eta: 1 day, 12:48:23, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5859, top5_acc: 0.8104, loss_cls: 1.7690, loss: 1.7690, grad_norm: 5.4136 2020-10-02 03:31:51,010 - mmaction - INFO - Epoch [37][1940/1997] lr: 7.500e-03, eta: 1 day, 12:48:03, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.5990, top5_acc: 0.8201, loss_cls: 1.6902, loss: 1.6902, grad_norm: 5.1935 2020-10-02 03:32:10,929 - mmaction - INFO - Epoch [37][1960/1997] lr: 7.500e-03, eta: 1 day, 12:47:40, time: 0.995, data_time: 0.001, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8070, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.2541 2020-10-02 03:32:33,438 - mmaction - INFO - Epoch [37][1980/1997] lr: 7.500e-03, eta: 1 day, 12:47:21, time: 1.125, data_time: 0.002, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8198, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.1028 2020-10-02 03:32:53,700 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-10-02 03:33:41,554 - mmaction - INFO - Epoch [38][20/1997] lr: 7.500e-03, eta: 1 day, 12:46:56, time: 2.348, data_time: 1.144, memory: 8350, top1_acc: 0.6083, top5_acc: 0.8208, loss_cls: 1.6387, loss: 1.6387, grad_norm: 5.1637 2020-10-02 03:34:02,615 - mmaction - INFO - Epoch [38][40/1997] lr: 7.500e-03, eta: 1 day, 12:46:35, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5857, top5_acc: 0.8096, loss_cls: 1.7421, loss: 1.7421, grad_norm: 5.3575 2020-10-02 03:34:23,217 - mmaction - INFO - Epoch [38][60/1997] lr: 7.500e-03, eta: 1 day, 12:46:13, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8182, loss_cls: 1.7319, loss: 1.7319, grad_norm: 5.1944 2020-10-02 03:34:45,459 - mmaction - INFO - Epoch [38][80/1997] lr: 7.500e-03, eta: 1 day, 12:45:54, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.6096, top5_acc: 0.8214, loss_cls: 1.6462, loss: 1.6462, grad_norm: 5.1613 2020-10-02 03:35:05,467 - mmaction - INFO - Epoch [38][100/1997] lr: 7.500e-03, eta: 1 day, 12:45:31, time: 0.999, data_time: 0.001, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8195, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.1868 2020-10-02 03:35:25,720 - mmaction - INFO - Epoch [38][120/1997] lr: 7.500e-03, eta: 1 day, 12:45:09, time: 1.013, data_time: 0.019, memory: 8350, top1_acc: 0.6115, top5_acc: 0.8292, loss_cls: 1.6406, loss: 1.6406, grad_norm: 5.1945 2020-10-02 03:35:47,162 - mmaction - INFO - Epoch [38][140/1997] lr: 7.500e-03, eta: 1 day, 12:44:49, time: 1.072, data_time: 0.236, memory: 8350, top1_acc: 0.6044, top5_acc: 0.8120, loss_cls: 1.7040, loss: 1.7040, grad_norm: 5.2584 2020-10-02 03:36:07,905 - mmaction - INFO - Epoch [38][160/1997] lr: 7.500e-03, eta: 1 day, 12:44:27, time: 1.037, data_time: 0.185, memory: 8350, top1_acc: 0.5924, top5_acc: 0.8245, loss_cls: 1.6721, loss: 1.6721, grad_norm: 5.2472 2020-10-02 03:36:29,477 - mmaction - INFO - Epoch [38][180/1997] lr: 7.500e-03, eta: 1 day, 12:44:07, time: 1.078, data_time: 0.362, memory: 8350, top1_acc: 0.6023, top5_acc: 0.8201, loss_cls: 1.6807, loss: 1.6807, grad_norm: 5.3229 2020-10-02 03:36:49,497 - mmaction - INFO - Epoch [38][200/1997] lr: 7.500e-03, eta: 1 day, 12:43:44, time: 1.002, data_time: 0.149, memory: 8350, top1_acc: 0.6083, top5_acc: 0.8187, loss_cls: 1.6822, loss: 1.6822, grad_norm: 5.2552 2020-10-02 03:37:10,349 - mmaction - INFO - Epoch [38][220/1997] lr: 7.500e-03, eta: 1 day, 12:43:23, time: 1.042, data_time: 0.007, memory: 8350, top1_acc: 0.6177, top5_acc: 0.8224, loss_cls: 1.6463, loss: 1.6463, grad_norm: 5.1993 2020-10-02 03:37:32,343 - mmaction - INFO - Epoch [38][240/1997] lr: 7.500e-03, eta: 1 day, 12:43:03, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.6013, top5_acc: 0.8156, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.3841 2020-10-02 03:37:54,274 - mmaction - INFO - Epoch [38][260/1997] lr: 7.500e-03, eta: 1 day, 12:42:44, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6753, loss: 1.6753, grad_norm: 5.2457 2020-10-02 03:38:14,433 - mmaction - INFO - Epoch [38][280/1997] lr: 7.500e-03, eta: 1 day, 12:42:21, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8099, loss_cls: 1.7197, loss: 1.7197, grad_norm: 5.3069 2020-10-02 03:38:35,682 - mmaction - INFO - Epoch [38][300/1997] lr: 7.500e-03, eta: 1 day, 12:42:00, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.5911, top5_acc: 0.8141, loss_cls: 1.7345, loss: 1.7345, grad_norm: 5.2547 2020-10-02 03:38:56,469 - mmaction - INFO - Epoch [38][320/1997] lr: 7.500e-03, eta: 1 day, 12:41:39, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6039, top5_acc: 0.8185, loss_cls: 1.6657, loss: 1.6657, grad_norm: 5.1445 2020-10-02 03:39:17,320 - mmaction - INFO - Epoch [38][340/1997] lr: 7.500e-03, eta: 1 day, 12:41:17, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6089, top5_acc: 0.8266, loss_cls: 1.6675, loss: 1.6675, grad_norm: 5.3040 2020-10-02 03:39:38,725 - mmaction - INFO - Epoch [38][360/1997] lr: 7.500e-03, eta: 1 day, 12:40:57, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8167, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.1998 2020-10-02 03:39:59,940 - mmaction - INFO - Epoch [38][380/1997] lr: 7.500e-03, eta: 1 day, 12:40:36, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.6151, top5_acc: 0.8214, loss_cls: 1.6502, loss: 1.6502, grad_norm: 4.9896 2020-10-02 03:40:20,811 - mmaction - INFO - Epoch [38][400/1997] lr: 7.500e-03, eta: 1 day, 12:40:15, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8214, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.2008 2020-10-02 03:40:42,440 - mmaction - INFO - Epoch [38][420/1997] lr: 7.500e-03, eta: 1 day, 12:39:55, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.5911, top5_acc: 0.8154, loss_cls: 1.7074, loss: 1.7074, grad_norm: 5.2111 2020-10-02 03:41:03,188 - mmaction - INFO - Epoch [38][440/1997] lr: 7.500e-03, eta: 1 day, 12:39:33, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6049, top5_acc: 0.8133, loss_cls: 1.7006, loss: 1.7006, grad_norm: 5.1956 2020-10-02 03:41:24,141 - mmaction - INFO - Epoch [38][460/1997] lr: 7.500e-03, eta: 1 day, 12:39:12, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6005, top5_acc: 0.8083, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.3227 2020-10-02 03:41:46,021 - mmaction - INFO - Epoch [38][480/1997] lr: 7.500e-03, eta: 1 day, 12:38:52, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6122, top5_acc: 0.8159, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.1294 2020-10-02 03:42:06,771 - mmaction - INFO - Epoch [38][500/1997] lr: 7.500e-03, eta: 1 day, 12:38:31, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6148, top5_acc: 0.8193, loss_cls: 1.6640, loss: 1.6640, grad_norm: 5.2061 2020-10-02 03:42:27,100 - mmaction - INFO - Epoch [38][520/1997] lr: 7.500e-03, eta: 1 day, 12:38:08, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.5953, top5_acc: 0.8143, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.2544 2020-10-02 03:42:48,280 - mmaction - INFO - Epoch [38][540/1997] lr: 7.500e-03, eta: 1 day, 12:37:48, time: 1.059, data_time: 0.062, memory: 8350, top1_acc: 0.6023, top5_acc: 0.8224, loss_cls: 1.6946, loss: 1.6946, grad_norm: 5.1534 2020-10-02 03:43:10,481 - mmaction - INFO - Epoch [38][560/1997] lr: 7.500e-03, eta: 1 day, 12:37:29, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.6049, top5_acc: 0.8232, loss_cls: 1.6686, loss: 1.6686, grad_norm: 5.2249 2020-10-02 03:43:31,629 - mmaction - INFO - Epoch [38][580/1997] lr: 7.500e-03, eta: 1 day, 12:37:08, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.5878, top5_acc: 0.8065, loss_cls: 1.7644, loss: 1.7644, grad_norm: 5.3181 2020-10-02 03:43:52,285 - mmaction - INFO - Epoch [38][600/1997] lr: 7.500e-03, eta: 1 day, 12:36:46, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5849, top5_acc: 0.8005, loss_cls: 1.7496, loss: 1.7496, grad_norm: 5.3702 2020-10-02 03:44:12,654 - mmaction - INFO - Epoch [38][620/1997] lr: 7.500e-03, eta: 1 day, 12:36:24, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8102, loss_cls: 1.7261, loss: 1.7261, grad_norm: 5.3512 2020-10-02 03:44:34,479 - mmaction - INFO - Epoch [38][640/1997] lr: 7.500e-03, eta: 1 day, 12:36:04, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6060, top5_acc: 0.8201, loss_cls: 1.6846, loss: 1.6846, grad_norm: 5.2544 2020-10-02 03:44:55,813 - mmaction - INFO - Epoch [38][660/1997] lr: 7.500e-03, eta: 1 day, 12:35:43, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8146, loss_cls: 1.7273, loss: 1.7273, grad_norm: 5.3456 2020-10-02 03:45:17,265 - mmaction - INFO - Epoch [38][680/1997] lr: 7.500e-03, eta: 1 day, 12:35:23, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.6060, top5_acc: 0.8232, loss_cls: 1.6940, loss: 1.6940, grad_norm: 5.2705 2020-10-02 03:45:37,696 - mmaction - INFO - Epoch [38][700/1997] lr: 7.500e-03, eta: 1 day, 12:35:01, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6029, top5_acc: 0.8234, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.2990 2020-10-02 03:45:58,437 - mmaction - INFO - Epoch [38][720/1997] lr: 7.500e-03, eta: 1 day, 12:34:39, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8167, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.3430 2020-10-02 03:46:20,043 - mmaction - INFO - Epoch [38][740/1997] lr: 7.500e-03, eta: 1 day, 12:34:19, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.6039, top5_acc: 0.8247, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.2303 2020-10-02 03:46:41,104 - mmaction - INFO - Epoch [38][760/1997] lr: 7.500e-03, eta: 1 day, 12:33:58, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6039, top5_acc: 0.8174, loss_cls: 1.6963, loss: 1.6963, grad_norm: 5.3735 2020-10-02 03:47:01,168 - mmaction - INFO - Epoch [38][780/1997] lr: 7.500e-03, eta: 1 day, 12:33:35, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.5828, top5_acc: 0.8112, loss_cls: 1.7387, loss: 1.7387, grad_norm: 5.3944 2020-10-02 03:47:22,984 - mmaction - INFO - Epoch [38][800/1997] lr: 7.500e-03, eta: 1 day, 12:33:16, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8107, loss_cls: 1.7206, loss: 1.7206, grad_norm: 5.2993 2020-10-02 03:47:42,241 - mmaction - INFO - Epoch [38][820/1997] lr: 7.500e-03, eta: 1 day, 12:32:52, time: 0.963, data_time: 0.048, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8021, loss_cls: 1.7682, loss: 1.7682, grad_norm: 5.2717 2020-10-02 03:48:04,119 - mmaction - INFO - Epoch [38][840/1997] lr: 7.500e-03, eta: 1 day, 12:32:32, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.6070, top5_acc: 0.8224, loss_cls: 1.7056, loss: 1.7056, grad_norm: 5.2269 2020-10-02 03:48:25,071 - mmaction - INFO - Epoch [38][860/1997] lr: 7.500e-03, eta: 1 day, 12:32:11, time: 1.048, data_time: 0.012, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8240, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.2652 2020-10-02 03:48:46,146 - mmaction - INFO - Epoch [38][880/1997] lr: 7.500e-03, eta: 1 day, 12:31:50, time: 1.054, data_time: 0.019, memory: 8350, top1_acc: 0.5971, top5_acc: 0.8156, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.2910 2020-10-02 03:49:07,953 - mmaction - INFO - Epoch [38][900/1997] lr: 7.500e-03, eta: 1 day, 12:31:30, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8190, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.2786 2020-10-02 03:49:28,898 - mmaction - INFO - Epoch [38][920/1997] lr: 7.500e-03, eta: 1 day, 12:31:09, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5935, top5_acc: 0.8107, loss_cls: 1.7448, loss: 1.7448, grad_norm: 5.3391 2020-10-02 03:49:49,867 - mmaction - INFO - Epoch [38][940/1997] lr: 7.500e-03, eta: 1 day, 12:30:47, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.5953, top5_acc: 0.8151, loss_cls: 1.7060, loss: 1.7060, grad_norm: 5.2103 2020-10-02 03:50:11,039 - mmaction - INFO - Epoch [38][960/1997] lr: 7.500e-03, eta: 1 day, 12:30:27, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6063, top5_acc: 0.8206, loss_cls: 1.6706, loss: 1.6706, grad_norm: 5.2089 2020-10-02 03:50:32,180 - mmaction - INFO - Epoch [38][980/1997] lr: 7.500e-03, eta: 1 day, 12:30:06, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6117, top5_acc: 0.8169, loss_cls: 1.6805, loss: 1.6805, grad_norm: 5.1904 2020-10-02 03:50:52,621 - mmaction - INFO - Epoch [38][1000/1997] lr: 7.500e-03, eta: 1 day, 12:29:44, time: 1.022, data_time: 0.001, memory: 8350, top1_acc: 0.5904, top5_acc: 0.7987, loss_cls: 1.7787, loss: 1.7787, grad_norm: 5.2830 2020-10-02 03:51:13,477 - mmaction - INFO - Epoch [38][1020/1997] lr: 7.500e-03, eta: 1 day, 12:29:22, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.5872, top5_acc: 0.8109, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.3775 2020-10-02 03:51:34,427 - mmaction - INFO - Epoch [38][1040/1997] lr: 7.500e-03, eta: 1 day, 12:29:01, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8091, loss_cls: 1.7091, loss: 1.7091, grad_norm: 5.1895 2020-10-02 03:51:54,794 - mmaction - INFO - Epoch [38][1060/1997] lr: 7.500e-03, eta: 1 day, 12:28:39, time: 1.018, data_time: 0.001, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8174, loss_cls: 1.7271, loss: 1.7271, grad_norm: 5.2819 2020-10-02 03:52:15,570 - mmaction - INFO - Epoch [38][1080/1997] lr: 7.500e-03, eta: 1 day, 12:28:17, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6005, top5_acc: 0.8167, loss_cls: 1.6937, loss: 1.6937, grad_norm: 5.1484 2020-10-02 03:52:36,326 - mmaction - INFO - Epoch [38][1100/1997] lr: 7.500e-03, eta: 1 day, 12:27:56, time: 1.039, data_time: 0.003, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8107, loss_cls: 1.7337, loss: 1.7337, grad_norm: 5.1533 2020-10-02 03:52:57,865 - mmaction - INFO - Epoch [38][1120/1997] lr: 7.500e-03, eta: 1 day, 12:27:35, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5990, top5_acc: 0.8167, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.2624 2020-10-02 03:53:17,638 - mmaction - INFO - Epoch [38][1140/1997] lr: 7.500e-03, eta: 1 day, 12:27:12, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.6154, top5_acc: 0.8247, loss_cls: 1.6352, loss: 1.6352, grad_norm: 5.1617 2020-10-02 03:53:38,662 - mmaction - INFO - Epoch [38][1160/1997] lr: 7.500e-03, eta: 1 day, 12:26:51, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.5997, top5_acc: 0.8109, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.2594 2020-10-02 03:54:00,388 - mmaction - INFO - Epoch [38][1180/1997] lr: 7.500e-03, eta: 1 day, 12:26:31, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.5982, top5_acc: 0.8174, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.3911 2020-10-02 03:54:20,940 - mmaction - INFO - Epoch [38][1200/1997] lr: 7.500e-03, eta: 1 day, 12:26:09, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.5792, top5_acc: 0.8078, loss_cls: 1.7580, loss: 1.7580, grad_norm: 5.3139 2020-10-02 03:54:42,359 - mmaction - INFO - Epoch [38][1220/1997] lr: 7.500e-03, eta: 1 day, 12:25:49, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.6138, top5_acc: 0.8245, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.2841 2020-10-02 03:55:03,587 - mmaction - INFO - Epoch [38][1240/1997] lr: 7.500e-03, eta: 1 day, 12:25:28, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6023, top5_acc: 0.8130, loss_cls: 1.7071, loss: 1.7071, grad_norm: 5.2273 2020-10-02 03:55:26,076 - mmaction - INFO - Epoch [38][1260/1997] lr: 7.500e-03, eta: 1 day, 12:25:10, time: 1.124, data_time: 0.001, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8154, loss_cls: 1.7202, loss: 1.7202, grad_norm: 5.2146 2020-10-02 03:55:44,216 - mmaction - INFO - Epoch [38][1280/1997] lr: 7.500e-03, eta: 1 day, 12:24:44, time: 0.908, data_time: 0.002, memory: 8350, top1_acc: 0.6003, top5_acc: 0.8224, loss_cls: 1.6699, loss: 1.6699, grad_norm: 5.2281 2020-10-02 03:56:06,002 - mmaction - INFO - Epoch [38][1300/1997] lr: 7.500e-03, eta: 1 day, 12:24:24, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.1265 2020-10-02 03:56:26,430 - mmaction - INFO - Epoch [38][1320/1997] lr: 7.500e-03, eta: 1 day, 12:24:02, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8135, loss_cls: 1.7400, loss: 1.7400, grad_norm: 5.2745 2020-10-02 03:56:47,445 - mmaction - INFO - Epoch [38][1340/1997] lr: 7.500e-03, eta: 1 day, 12:23:41, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6018, top5_acc: 0.8201, loss_cls: 1.6795, loss: 1.6795, grad_norm: 5.1762 2020-10-02 03:57:09,740 - mmaction - INFO - Epoch [38][1360/1997] lr: 7.500e-03, eta: 1 day, 12:23:22, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8099, loss_cls: 1.7372, loss: 1.7372, grad_norm: 5.2589 2020-10-02 03:57:29,772 - mmaction - INFO - Epoch [38][1380/1997] lr: 7.500e-03, eta: 1 day, 12:22:59, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.6039, top5_acc: 0.8221, loss_cls: 1.6736, loss: 1.6736, grad_norm: 5.3602 2020-10-02 03:57:50,020 - mmaction - INFO - Epoch [38][1400/1997] lr: 7.500e-03, eta: 1 day, 12:22:37, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.6044, top5_acc: 0.8076, loss_cls: 1.7385, loss: 1.7385, grad_norm: 5.2680 2020-10-02 03:58:10,794 - mmaction - INFO - Epoch [38][1420/1997] lr: 7.500e-03, eta: 1 day, 12:22:15, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.5948, top5_acc: 0.8130, loss_cls: 1.6952, loss: 1.6952, grad_norm: 5.2098 2020-10-02 03:58:32,259 - mmaction - INFO - Epoch [38][1440/1997] lr: 7.500e-03, eta: 1 day, 12:21:55, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.6052, top5_acc: 0.8117, loss_cls: 1.7071, loss: 1.7071, grad_norm: 5.3160 2020-10-02 03:58:54,385 - mmaction - INFO - Epoch [38][1460/1997] lr: 7.500e-03, eta: 1 day, 12:21:35, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8060, loss_cls: 1.7540, loss: 1.7540, grad_norm: 5.3571 2020-10-02 03:59:16,612 - mmaction - INFO - Epoch [38][1480/1997] lr: 7.500e-03, eta: 1 day, 12:21:16, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.5836, top5_acc: 0.7964, loss_cls: 1.7996, loss: 1.7996, grad_norm: 5.3859 2020-10-02 03:59:36,174 - mmaction - INFO - Epoch [38][1500/1997] lr: 7.500e-03, eta: 1 day, 12:20:53, time: 0.979, data_time: 0.002, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8128, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.3243 2020-10-02 03:59:57,357 - mmaction - INFO - Epoch [38][1520/1997] lr: 7.500e-03, eta: 1 day, 12:20:32, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.5833, top5_acc: 0.8049, loss_cls: 1.7751, loss: 1.7751, grad_norm: 5.3195 2020-10-02 04:00:18,409 - mmaction - INFO - Epoch [38][1540/1997] lr: 7.500e-03, eta: 1 day, 12:20:11, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6010, top5_acc: 0.8135, loss_cls: 1.6978, loss: 1.6978, grad_norm: 5.1531 2020-10-02 04:00:39,250 - mmaction - INFO - Epoch [38][1560/1997] lr: 7.500e-03, eta: 1 day, 12:19:49, time: 1.042, data_time: 0.017, memory: 8350, top1_acc: 0.6036, top5_acc: 0.8169, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.2157 2020-10-02 04:01:00,500 - mmaction - INFO - Epoch [38][1580/1997] lr: 7.500e-03, eta: 1 day, 12:19:29, time: 1.062, data_time: 0.258, memory: 8350, top1_acc: 0.6060, top5_acc: 0.8206, loss_cls: 1.6523, loss: 1.6523, grad_norm: 5.0953 2020-10-02 04:01:21,231 - mmaction - INFO - Epoch [38][1600/1997] lr: 7.500e-03, eta: 1 day, 12:19:07, time: 1.037, data_time: 0.309, memory: 8350, top1_acc: 0.6081, top5_acc: 0.8125, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.2377 2020-10-02 04:01:41,780 - mmaction - INFO - Epoch [38][1620/1997] lr: 7.500e-03, eta: 1 day, 12:18:45, time: 1.027, data_time: 0.037, memory: 8350, top1_acc: 0.5885, top5_acc: 0.8031, loss_cls: 1.7950, loss: 1.7950, grad_norm: 5.3663 2020-10-02 04:02:03,681 - mmaction - INFO - Epoch [38][1640/1997] lr: 7.500e-03, eta: 1 day, 12:18:26, time: 1.095, data_time: 0.003, memory: 8350, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.6939, loss: 1.6939, grad_norm: 5.1826 2020-10-02 04:02:24,077 - mmaction - INFO - Epoch [38][1660/1997] lr: 7.500e-03, eta: 1 day, 12:18:03, time: 1.020, data_time: 0.003, memory: 8350, top1_acc: 0.5927, top5_acc: 0.8078, loss_cls: 1.7577, loss: 1.7577, grad_norm: 5.3040 2020-10-02 04:02:45,075 - mmaction - INFO - Epoch [38][1680/1997] lr: 7.500e-03, eta: 1 day, 12:17:42, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.5943, top5_acc: 0.8047, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.2570 2020-10-02 04:03:04,517 - mmaction - INFO - Epoch [38][1700/1997] lr: 7.500e-03, eta: 1 day, 12:17:19, time: 0.972, data_time: 0.001, memory: 8350, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6751, loss: 1.6751, grad_norm: 5.1807 2020-10-02 04:03:25,435 - mmaction - INFO - Epoch [38][1720/1997] lr: 7.500e-03, eta: 1 day, 12:16:57, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5945, top5_acc: 0.8083, loss_cls: 1.7307, loss: 1.7307, grad_norm: 5.3075 2020-10-02 04:03:47,025 - mmaction - INFO - Epoch [38][1740/1997] lr: 7.500e-03, eta: 1 day, 12:16:37, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6016, top5_acc: 0.8034, loss_cls: 1.7356, loss: 1.7356, grad_norm: 5.1894 2020-10-02 04:04:08,615 - mmaction - INFO - Epoch [38][1760/1997] lr: 7.500e-03, eta: 1 day, 12:16:17, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.5945, top5_acc: 0.8169, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.3294 2020-10-02 04:04:28,483 - mmaction - INFO - Epoch [38][1780/1997] lr: 7.500e-03, eta: 1 day, 12:15:54, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.5823, top5_acc: 0.8044, loss_cls: 1.7539, loss: 1.7539, grad_norm: 5.3403 2020-10-02 04:04:49,422 - mmaction - INFO - Epoch [38][1800/1997] lr: 7.500e-03, eta: 1 day, 12:15:33, time: 1.047, data_time: 0.028, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8104, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.3230 2020-10-02 04:05:11,566 - mmaction - INFO - Epoch [38][1820/1997] lr: 7.500e-03, eta: 1 day, 12:15:13, time: 1.107, data_time: 0.004, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8180, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.2170 2020-10-02 04:05:32,129 - mmaction - INFO - Epoch [38][1840/1997] lr: 7.500e-03, eta: 1 day, 12:14:52, time: 1.029, data_time: 0.003, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8083, loss_cls: 1.7474, loss: 1.7474, grad_norm: 5.3112 2020-10-02 04:05:53,493 - mmaction - INFO - Epoch [38][1860/1997] lr: 7.500e-03, eta: 1 day, 12:14:31, time: 1.068, data_time: 0.104, memory: 8350, top1_acc: 0.5888, top5_acc: 0.8086, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.2854 2020-10-02 04:06:14,580 - mmaction - INFO - Epoch [38][1880/1997] lr: 7.500e-03, eta: 1 day, 12:14:10, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5924, top5_acc: 0.8167, loss_cls: 1.7040, loss: 1.7040, grad_norm: 5.3469 2020-10-02 04:06:35,332 - mmaction - INFO - Epoch [38][1900/1997] lr: 7.500e-03, eta: 1 day, 12:13:49, time: 1.037, data_time: 0.020, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8104, loss_cls: 1.7215, loss: 1.7215, grad_norm: 5.2084 2020-10-02 04:06:57,219 - mmaction - INFO - Epoch [38][1920/1997] lr: 7.500e-03, eta: 1 day, 12:13:29, time: 1.095, data_time: 0.090, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8026, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.2700 2020-10-02 04:07:18,112 - mmaction - INFO - Epoch [38][1940/1997] lr: 7.500e-03, eta: 1 day, 12:13:08, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8161, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.1813 2020-10-02 04:07:38,749 - mmaction - INFO - Epoch [38][1960/1997] lr: 7.500e-03, eta: 1 day, 12:12:46, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.7454, loss: 1.7454, grad_norm: 5.2046 2020-10-02 04:07:59,762 - mmaction - INFO - Epoch [38][1980/1997] lr: 7.500e-03, eta: 1 day, 12:12:25, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5997, top5_acc: 0.8172, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.1147 2020-10-02 04:08:18,528 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-10-02 04:09:05,875 - mmaction - INFO - Epoch [39][20/1997] lr: 7.500e-03, eta: 1 day, 12:11:58, time: 2.324, data_time: 1.291, memory: 8350, top1_acc: 0.5982, top5_acc: 0.8234, loss_cls: 1.6723, loss: 1.6723, grad_norm: 5.2511 2020-10-02 04:09:27,437 - mmaction - INFO - Epoch [39][40/1997] lr: 7.500e-03, eta: 1 day, 12:11:38, time: 1.078, data_time: 0.014, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8083, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.2424 2020-10-02 04:09:47,826 - mmaction - INFO - Epoch [39][60/1997] lr: 7.500e-03, eta: 1 day, 12:11:16, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6005, top5_acc: 0.8094, loss_cls: 1.7160, loss: 1.7160, grad_norm: 5.2081 2020-10-02 04:10:09,905 - mmaction - INFO - Epoch [39][80/1997] lr: 7.500e-03, eta: 1 day, 12:10:56, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.6068, top5_acc: 0.8151, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.3118 2020-10-02 04:10:31,727 - mmaction - INFO - Epoch [39][100/1997] lr: 7.500e-03, eta: 1 day, 12:10:36, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8096, loss_cls: 1.7184, loss: 1.7184, grad_norm: 5.2549 2020-10-02 04:10:52,460 - mmaction - INFO - Epoch [39][120/1997] lr: 7.500e-03, eta: 1 day, 12:10:15, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.6000, top5_acc: 0.8224, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.2223 2020-10-02 04:11:13,931 - mmaction - INFO - Epoch [39][140/1997] lr: 7.500e-03, eta: 1 day, 12:09:55, time: 1.075, data_time: 0.003, memory: 8350, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.6517, loss: 1.6517, grad_norm: 5.2826 2020-10-02 04:11:35,573 - mmaction - INFO - Epoch [39][160/1997] lr: 7.500e-03, eta: 1 day, 12:09:34, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6055, top5_acc: 0.8174, loss_cls: 1.6716, loss: 1.6716, grad_norm: 5.1547 2020-10-02 04:11:55,654 - mmaction - INFO - Epoch [39][180/1997] lr: 7.500e-03, eta: 1 day, 12:09:12, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.6060, top5_acc: 0.8219, loss_cls: 1.6611, loss: 1.6611, grad_norm: 5.1397 2020-10-02 04:12:17,426 - mmaction - INFO - Epoch [39][200/1997] lr: 7.500e-03, eta: 1 day, 12:08:52, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.6000, top5_acc: 0.8120, loss_cls: 1.7096, loss: 1.7096, grad_norm: 5.2518 2020-10-02 04:12:37,113 - mmaction - INFO - Epoch [39][220/1997] lr: 7.500e-03, eta: 1 day, 12:08:29, time: 0.985, data_time: 0.094, memory: 8350, top1_acc: 0.6003, top5_acc: 0.8224, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.2665 2020-10-02 04:12:58,214 - mmaction - INFO - Epoch [39][240/1997] lr: 7.500e-03, eta: 1 day, 12:08:08, time: 1.055, data_time: 0.056, memory: 8350, top1_acc: 0.6000, top5_acc: 0.8195, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.1166 2020-10-02 04:13:18,740 - mmaction - INFO - Epoch [39][260/1997] lr: 7.500e-03, eta: 1 day, 12:07:46, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6141, top5_acc: 0.8201, loss_cls: 1.6552, loss: 1.6552, grad_norm: 5.0908 2020-10-02 04:13:40,122 - mmaction - INFO - Epoch [39][280/1997] lr: 7.500e-03, eta: 1 day, 12:07:25, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6130, top5_acc: 0.8224, loss_cls: 1.6397, loss: 1.6397, grad_norm: 5.0946 2020-10-02 04:14:00,883 - mmaction - INFO - Epoch [39][300/1997] lr: 7.500e-03, eta: 1 day, 12:07:04, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.6089, top5_acc: 0.8180, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.2098 2020-10-02 04:14:21,750 - mmaction - INFO - Epoch [39][320/1997] lr: 7.500e-03, eta: 1 day, 12:06:42, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.5974, top5_acc: 0.8109, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.2317 2020-10-02 04:14:42,801 - mmaction - INFO - Epoch [39][340/1997] lr: 7.500e-03, eta: 1 day, 12:06:21, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8096, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.3598 2020-10-02 04:15:03,261 - mmaction - INFO - Epoch [39][360/1997] lr: 7.500e-03, eta: 1 day, 12:05:59, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5966, top5_acc: 0.8107, loss_cls: 1.7172, loss: 1.7172, grad_norm: 5.3041 2020-10-02 04:15:24,069 - mmaction - INFO - Epoch [39][380/1997] lr: 7.500e-03, eta: 1 day, 12:05:38, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8151, loss_cls: 1.7352, loss: 1.7352, grad_norm: 5.3032 2020-10-02 04:15:45,681 - mmaction - INFO - Epoch [39][400/1997] lr: 7.500e-03, eta: 1 day, 12:05:18, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6154, top5_acc: 0.8211, loss_cls: 1.6793, loss: 1.6793, grad_norm: 5.2159 2020-10-02 04:16:06,324 - mmaction - INFO - Epoch [39][420/1997] lr: 7.500e-03, eta: 1 day, 12:04:56, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6068, top5_acc: 0.8240, loss_cls: 1.6628, loss: 1.6628, grad_norm: 5.2561 2020-10-02 04:16:27,576 - mmaction - INFO - Epoch [39][440/1997] lr: 7.500e-03, eta: 1 day, 12:04:35, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.5997, top5_acc: 0.8125, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.3805 2020-10-02 04:16:48,972 - mmaction - INFO - Epoch [39][460/1997] lr: 7.500e-03, eta: 1 day, 12:04:15, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6107, top5_acc: 0.8096, loss_cls: 1.6919, loss: 1.6919, grad_norm: 5.2057 2020-10-02 04:17:08,684 - mmaction - INFO - Epoch [39][480/1997] lr: 7.500e-03, eta: 1 day, 12:03:51, time: 0.986, data_time: 0.278, memory: 8350, top1_acc: 0.5937, top5_acc: 0.8120, loss_cls: 1.7262, loss: 1.7262, grad_norm: 5.2896 2020-10-02 04:17:30,046 - mmaction - INFO - Epoch [39][500/1997] lr: 7.500e-03, eta: 1 day, 12:03:31, time: 1.066, data_time: 0.174, memory: 8350, top1_acc: 0.5966, top5_acc: 0.8227, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.1485 2020-10-02 04:17:50,625 - mmaction - INFO - Epoch [39][520/1997] lr: 7.500e-03, eta: 1 day, 12:03:09, time: 1.031, data_time: 0.094, memory: 8350, top1_acc: 0.6057, top5_acc: 0.8161, loss_cls: 1.6925, loss: 1.6925, grad_norm: 5.2310 2020-10-02 04:18:12,515 - mmaction - INFO - Epoch [39][540/1997] lr: 7.500e-03, eta: 1 day, 12:02:49, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8143, loss_cls: 1.7207, loss: 1.7207, grad_norm: 5.2763 2020-10-02 04:18:33,333 - mmaction - INFO - Epoch [39][560/1997] lr: 7.500e-03, eta: 1 day, 12:02:28, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8133, loss_cls: 1.6878, loss: 1.6878, grad_norm: 5.2463 2020-10-02 04:18:53,546 - mmaction - INFO - Epoch [39][580/1997] lr: 7.500e-03, eta: 1 day, 12:02:06, time: 1.013, data_time: 0.003, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8086, loss_cls: 1.7368, loss: 1.7368, grad_norm: 5.3377 2020-10-02 04:19:15,558 - mmaction - INFO - Epoch [39][600/1997] lr: 7.500e-03, eta: 1 day, 12:01:46, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.6036, top5_acc: 0.8120, loss_cls: 1.6874, loss: 1.6874, grad_norm: 5.1697 2020-10-02 04:19:35,630 - mmaction - INFO - Epoch [39][620/1997] lr: 7.500e-03, eta: 1 day, 12:01:23, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.5862, top5_acc: 0.8094, loss_cls: 1.7238, loss: 1.7238, grad_norm: 5.2684 2020-10-02 04:19:56,565 - mmaction - INFO - Epoch [39][640/1997] lr: 7.500e-03, eta: 1 day, 12:01:02, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6161, top5_acc: 0.8211, loss_cls: 1.6445, loss: 1.6445, grad_norm: 5.1633 2020-10-02 04:20:18,589 - mmaction - INFO - Epoch [39][660/1997] lr: 7.500e-03, eta: 1 day, 12:00:43, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.6086, top5_acc: 0.8130, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.2737 2020-10-02 04:20:39,012 - mmaction - INFO - Epoch [39][680/1997] lr: 7.500e-03, eta: 1 day, 12:00:21, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6321, loss: 1.6321, grad_norm: 5.1610 2020-10-02 04:20:59,123 - mmaction - INFO - Epoch [39][700/1997] lr: 7.500e-03, eta: 1 day, 11:59:58, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.5932, top5_acc: 0.8159, loss_cls: 1.6935, loss: 1.6935, grad_norm: 5.2074 2020-10-02 04:21:19,541 - mmaction - INFO - Epoch [39][720/1997] lr: 7.500e-03, eta: 1 day, 11:59:36, time: 1.023, data_time: 0.003, memory: 8350, top1_acc: 0.6049, top5_acc: 0.8117, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.3141 2020-10-02 04:21:41,674 - mmaction - INFO - Epoch [39][740/1997] lr: 7.500e-03, eta: 1 day, 11:59:17, time: 1.106, data_time: 0.002, memory: 8350, top1_acc: 0.6052, top5_acc: 0.8255, loss_cls: 1.6682, loss: 1.6682, grad_norm: 5.3208 2020-10-02 04:22:02,350 - mmaction - INFO - Epoch [39][760/1997] lr: 7.500e-03, eta: 1 day, 11:58:55, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8143, loss_cls: 1.6886, loss: 1.6886, grad_norm: 5.2323 2020-10-02 04:22:22,965 - mmaction - INFO - Epoch [39][780/1997] lr: 7.500e-03, eta: 1 day, 11:58:33, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6023, top5_acc: 0.8245, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.2393 2020-10-02 04:22:43,668 - mmaction - INFO - Epoch [39][800/1997] lr: 7.500e-03, eta: 1 day, 11:58:12, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.5992, top5_acc: 0.8089, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.2511 2020-10-02 04:23:04,861 - mmaction - INFO - Epoch [39][820/1997] lr: 7.500e-03, eta: 1 day, 11:57:51, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8159, loss_cls: 1.7384, loss: 1.7384, grad_norm: 5.3795 2020-10-02 04:23:25,534 - mmaction - INFO - Epoch [39][840/1997] lr: 7.500e-03, eta: 1 day, 11:57:29, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6003, top5_acc: 0.8211, loss_cls: 1.6772, loss: 1.6772, grad_norm: 5.1835 2020-10-02 04:23:47,346 - mmaction - INFO - Epoch [39][860/1997] lr: 7.500e-03, eta: 1 day, 11:57:09, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.7008, loss: 1.7008, grad_norm: 5.2591 2020-10-02 04:24:07,239 - mmaction - INFO - Epoch [39][880/1997] lr: 7.500e-03, eta: 1 day, 11:56:46, time: 0.994, data_time: 0.001, memory: 8350, top1_acc: 0.5937, top5_acc: 0.8104, loss_cls: 1.7426, loss: 1.7426, grad_norm: 5.3749 2020-10-02 04:24:29,469 - mmaction - INFO - Epoch [39][900/1997] lr: 7.500e-03, eta: 1 day, 11:56:27, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.5802, top5_acc: 0.8143, loss_cls: 1.7243, loss: 1.7243, grad_norm: 5.3231 2020-10-02 04:24:49,396 - mmaction - INFO - Epoch [39][920/1997] lr: 7.500e-03, eta: 1 day, 11:56:04, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.6044, top5_acc: 0.8250, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.2817 2020-10-02 04:25:10,181 - mmaction - INFO - Epoch [39][940/1997] lr: 7.500e-03, eta: 1 day, 11:55:43, time: 1.039, data_time: 0.007, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.7213, loss: 1.7213, grad_norm: 5.2036 2020-10-02 04:25:31,667 - mmaction - INFO - Epoch [39][960/1997] lr: 7.500e-03, eta: 1 day, 11:55:22, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8148, loss_cls: 1.7043, loss: 1.7043, grad_norm: 5.2548 2020-10-02 04:25:51,921 - mmaction - INFO - Epoch [39][980/1997] lr: 7.500e-03, eta: 1 day, 11:55:00, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8180, loss_cls: 1.7281, loss: 1.7281, grad_norm: 5.2849 2020-10-02 04:26:14,101 - mmaction - INFO - Epoch [39][1000/1997] lr: 7.500e-03, eta: 1 day, 11:54:41, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8063, loss_cls: 1.7423, loss: 1.7423, grad_norm: 5.3382 2020-10-02 04:26:33,859 - mmaction - INFO - Epoch [39][1020/1997] lr: 7.500e-03, eta: 1 day, 11:54:18, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.5904, top5_acc: 0.8036, loss_cls: 1.7270, loss: 1.7270, grad_norm: 5.3058 2020-10-02 04:26:54,492 - mmaction - INFO - Epoch [39][1040/1997] lr: 7.500e-03, eta: 1 day, 11:53:56, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.6049, top5_acc: 0.8177, loss_cls: 1.6691, loss: 1.6691, grad_norm: 5.2762 2020-10-02 04:27:15,873 - mmaction - INFO - Epoch [39][1060/1997] lr: 7.500e-03, eta: 1 day, 11:53:35, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8052, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.2997 2020-10-02 04:27:36,250 - mmaction - INFO - Epoch [39][1080/1997] lr: 7.500e-03, eta: 1 day, 11:53:13, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6052, top5_acc: 0.8068, loss_cls: 1.7226, loss: 1.7226, grad_norm: 5.1956 2020-10-02 04:27:57,065 - mmaction - INFO - Epoch [39][1100/1997] lr: 7.500e-03, eta: 1 day, 11:52:52, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8070, loss_cls: 1.7653, loss: 1.7653, grad_norm: 5.3756 2020-10-02 04:28:17,029 - mmaction - INFO - Epoch [39][1120/1997] lr: 7.500e-03, eta: 1 day, 11:52:29, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.5953, top5_acc: 0.8115, loss_cls: 1.7197, loss: 1.7197, grad_norm: 5.2383 2020-10-02 04:28:37,665 - mmaction - INFO - Epoch [39][1140/1997] lr: 7.500e-03, eta: 1 day, 11:52:07, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.5909, top5_acc: 0.8208, loss_cls: 1.7154, loss: 1.7154, grad_norm: 5.2847 2020-10-02 04:28:59,075 - mmaction - INFO - Epoch [39][1160/1997] lr: 7.500e-03, eta: 1 day, 11:51:47, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6820, loss: 1.6820, grad_norm: 5.1349 2020-10-02 04:29:20,169 - mmaction - INFO - Epoch [39][1180/1997] lr: 7.500e-03, eta: 1 day, 11:51:26, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6060, top5_acc: 0.8211, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.1847 2020-10-02 04:29:41,280 - mmaction - INFO - Epoch [39][1200/1997] lr: 7.500e-03, eta: 1 day, 11:51:05, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.6141, top5_acc: 0.8286, loss_cls: 1.6418, loss: 1.6418, grad_norm: 5.1750 2020-10-02 04:30:02,853 - mmaction - INFO - Epoch [39][1220/1997] lr: 7.500e-03, eta: 1 day, 11:50:45, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6128, top5_acc: 0.8242, loss_cls: 1.6808, loss: 1.6808, grad_norm: 5.1858 2020-10-02 04:30:23,318 - mmaction - INFO - Epoch [39][1240/1997] lr: 7.500e-03, eta: 1 day, 11:50:23, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8122, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.2158 2020-10-02 04:30:43,027 - mmaction - INFO - Epoch [39][1260/1997] lr: 7.500e-03, eta: 1 day, 11:50:00, time: 0.986, data_time: 0.025, memory: 8350, top1_acc: 0.5924, top5_acc: 0.8099, loss_cls: 1.7267, loss: 1.7267, grad_norm: 5.3238 2020-10-02 04:31:05,413 - mmaction - INFO - Epoch [39][1280/1997] lr: 7.500e-03, eta: 1 day, 11:49:41, time: 1.119, data_time: 0.004, memory: 8350, top1_acc: 0.5977, top5_acc: 0.8052, loss_cls: 1.7407, loss: 1.7407, grad_norm: 5.3880 2020-10-02 04:31:24,843 - mmaction - INFO - Epoch [39][1300/1997] lr: 7.500e-03, eta: 1 day, 11:49:17, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8174, loss_cls: 1.7117, loss: 1.7117, grad_norm: 5.2373 2020-10-02 04:31:46,392 - mmaction - INFO - Epoch [39][1320/1997] lr: 7.500e-03, eta: 1 day, 11:48:57, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6005, top5_acc: 0.8133, loss_cls: 1.6970, loss: 1.6970, grad_norm: 5.1688 2020-10-02 04:32:08,572 - mmaction - INFO - Epoch [39][1340/1997] lr: 7.500e-03, eta: 1 day, 11:48:38, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6529, loss: 1.6529, grad_norm: 5.1940 2020-10-02 04:32:28,071 - mmaction - INFO - Epoch [39][1360/1997] lr: 7.500e-03, eta: 1 day, 11:48:14, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.6003, top5_acc: 0.8120, loss_cls: 1.7063, loss: 1.7063, grad_norm: 5.2827 2020-10-02 04:32:49,323 - mmaction - INFO - Epoch [39][1380/1997] lr: 7.500e-03, eta: 1 day, 11:47:53, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6102, top5_acc: 0.8260, loss_cls: 1.6745, loss: 1.6745, grad_norm: 5.2345 2020-10-02 04:33:11,202 - mmaction - INFO - Epoch [39][1400/1997] lr: 7.500e-03, eta: 1 day, 11:47:34, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6805, loss: 1.6805, grad_norm: 5.2533 2020-10-02 04:33:31,537 - mmaction - INFO - Epoch [39][1420/1997] lr: 7.500e-03, eta: 1 day, 11:47:11, time: 1.018, data_time: 0.003, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8021, loss_cls: 1.7520, loss: 1.7520, grad_norm: 5.2658 2020-10-02 04:33:51,636 - mmaction - INFO - Epoch [39][1440/1997] lr: 7.500e-03, eta: 1 day, 11:46:49, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.6096, top5_acc: 0.8151, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.1266 2020-10-02 04:34:12,995 - mmaction - INFO - Epoch [39][1460/1997] lr: 7.500e-03, eta: 1 day, 11:46:28, time: 1.069, data_time: 0.003, memory: 8350, top1_acc: 0.6052, top5_acc: 0.8201, loss_cls: 1.7162, loss: 1.7162, grad_norm: 5.3080 2020-10-02 04:34:34,156 - mmaction - INFO - Epoch [39][1480/1997] lr: 7.500e-03, eta: 1 day, 11:46:07, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8115, loss_cls: 1.7261, loss: 1.7261, grad_norm: 5.2409 2020-10-02 04:34:55,013 - mmaction - INFO - Epoch [39][1500/1997] lr: 7.500e-03, eta: 1 day, 11:45:46, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.5919, top5_acc: 0.8117, loss_cls: 1.7179, loss: 1.7179, grad_norm: 5.2730 2020-10-02 04:35:15,683 - mmaction - INFO - Epoch [39][1520/1997] lr: 7.500e-03, eta: 1 day, 11:45:24, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.5846, top5_acc: 0.8052, loss_cls: 1.7917, loss: 1.7917, grad_norm: 5.3783 2020-10-02 04:35:37,239 - mmaction - INFO - Epoch [39][1540/1997] lr: 7.500e-03, eta: 1 day, 11:45:04, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6956, loss: 1.6956, grad_norm: 5.4004 2020-10-02 04:35:57,409 - mmaction - INFO - Epoch [39][1560/1997] lr: 7.500e-03, eta: 1 day, 11:44:42, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5966, top5_acc: 0.8120, loss_cls: 1.7195, loss: 1.7195, grad_norm: 5.3269 2020-10-02 04:36:18,063 - mmaction - INFO - Epoch [39][1580/1997] lr: 7.500e-03, eta: 1 day, 11:44:20, time: 1.033, data_time: 0.011, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8055, loss_cls: 1.7410, loss: 1.7410, grad_norm: 5.2848 2020-10-02 04:36:39,228 - mmaction - INFO - Epoch [39][1600/1997] lr: 7.500e-03, eta: 1 day, 11:43:59, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6044, top5_acc: 0.8203, loss_cls: 1.6909, loss: 1.6909, grad_norm: 5.2230 2020-10-02 04:37:00,204 - mmaction - INFO - Epoch [39][1620/1997] lr: 7.500e-03, eta: 1 day, 11:43:38, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.6008, top5_acc: 0.8138, loss_cls: 1.7176, loss: 1.7176, grad_norm: 5.3134 2020-10-02 04:37:21,376 - mmaction - INFO - Epoch [39][1640/1997] lr: 7.500e-03, eta: 1 day, 11:43:17, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8156, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.2672 2020-10-02 04:37:42,782 - mmaction - INFO - Epoch [39][1660/1997] lr: 7.500e-03, eta: 1 day, 11:42:57, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6008, top5_acc: 0.8151, loss_cls: 1.7128, loss: 1.7128, grad_norm: 5.2715 2020-10-02 04:38:02,663 - mmaction - INFO - Epoch [39][1680/1997] lr: 7.500e-03, eta: 1 day, 11:42:34, time: 0.992, data_time: 0.001, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8146, loss_cls: 1.7349, loss: 1.7349, grad_norm: 5.2366 2020-10-02 04:38:22,324 - mmaction - INFO - Epoch [39][1700/1997] lr: 7.500e-03, eta: 1 day, 11:42:10, time: 0.985, data_time: 0.018, memory: 8350, top1_acc: 0.6005, top5_acc: 0.8102, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.3102 2020-10-02 04:38:44,168 - mmaction - INFO - Epoch [39][1720/1997] lr: 7.500e-03, eta: 1 day, 11:41:51, time: 1.092, data_time: 0.044, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8143, loss_cls: 1.6970, loss: 1.6970, grad_norm: 5.1813 2020-10-02 04:39:05,196 - mmaction - INFO - Epoch [39][1740/1997] lr: 7.500e-03, eta: 1 day, 11:41:30, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8185, loss_cls: 1.7435, loss: 1.7435, grad_norm: 5.3620 2020-10-02 04:39:25,547 - mmaction - INFO - Epoch [39][1760/1997] lr: 7.500e-03, eta: 1 day, 11:41:07, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5953, top5_acc: 0.8089, loss_cls: 1.7278, loss: 1.7278, grad_norm: 5.2093 2020-10-02 04:39:47,813 - mmaction - INFO - Epoch [39][1780/1997] lr: 7.500e-03, eta: 1 day, 11:40:48, time: 1.113, data_time: 0.001, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8089, loss_cls: 1.7292, loss: 1.7292, grad_norm: 5.3099 2020-10-02 04:40:08,369 - mmaction - INFO - Epoch [39][1800/1997] lr: 7.500e-03, eta: 1 day, 11:40:26, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.5990, top5_acc: 0.8099, loss_cls: 1.7163, loss: 1.7163, grad_norm: 5.1608 2020-10-02 04:40:29,028 - mmaction - INFO - Epoch [39][1820/1997] lr: 7.500e-03, eta: 1 day, 11:40:05, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6010, top5_acc: 0.8076, loss_cls: 1.7306, loss: 1.7306, grad_norm: 5.1822 2020-10-02 04:40:50,964 - mmaction - INFO - Epoch [39][1840/1997] lr: 7.500e-03, eta: 1 day, 11:39:45, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.5857, top5_acc: 0.8154, loss_cls: 1.7288, loss: 1.7288, grad_norm: 5.2679 2020-10-02 04:41:10,617 - mmaction - INFO - Epoch [39][1860/1997] lr: 7.500e-03, eta: 1 day, 11:39:22, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.6107, top5_acc: 0.8260, loss_cls: 1.6382, loss: 1.6382, grad_norm: 5.1925 2020-10-02 04:41:32,495 - mmaction - INFO - Epoch [39][1880/1997] lr: 7.500e-03, eta: 1 day, 11:39:02, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.5992, top5_acc: 0.8193, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.2242 2020-10-02 04:41:54,057 - mmaction - INFO - Epoch [39][1900/1997] lr: 7.500e-03, eta: 1 day, 11:38:42, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.5943, top5_acc: 0.8109, loss_cls: 1.7304, loss: 1.7304, grad_norm: 5.2335 2020-10-02 04:42:13,459 - mmaction - INFO - Epoch [39][1920/1997] lr: 7.500e-03, eta: 1 day, 11:38:18, time: 0.970, data_time: 0.001, memory: 8350, top1_acc: 0.5896, top5_acc: 0.8089, loss_cls: 1.7656, loss: 1.7656, grad_norm: 5.2982 2020-10-02 04:42:34,783 - mmaction - INFO - Epoch [39][1940/1997] lr: 7.500e-03, eta: 1 day, 11:37:58, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6049, top5_acc: 0.8122, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.2388 2020-10-02 04:42:56,186 - mmaction - INFO - Epoch [39][1960/1997] lr: 7.500e-03, eta: 1 day, 11:37:37, time: 1.069, data_time: 0.017, memory: 8350, top1_acc: 0.5940, top5_acc: 0.8117, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.2377 2020-10-02 04:43:16,752 - mmaction - INFO - Epoch [39][1980/1997] lr: 7.500e-03, eta: 1 day, 11:37:15, time: 1.029, data_time: 0.003, memory: 8350, top1_acc: 0.6018, top5_acc: 0.8117, loss_cls: 1.7192, loss: 1.7192, grad_norm: 5.1659 2020-10-02 04:43:35,803 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-10-02 04:44:21,209 - mmaction - INFO - Epoch [40][20/1997] lr: 7.500e-03, eta: 1 day, 11:36:42, time: 2.123, data_time: 0.993, memory: 8350, top1_acc: 0.6083, top5_acc: 0.8190, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.2545 2020-10-02 04:44:41,882 - mmaction - INFO - Epoch [40][40/1997] lr: 7.500e-03, eta: 1 day, 11:36:20, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6039, top5_acc: 0.8247, loss_cls: 1.6392, loss: 1.6392, grad_norm: 5.1146 2020-10-02 04:45:02,064 - mmaction - INFO - Epoch [40][60/1997] lr: 7.500e-03, eta: 1 day, 11:35:58, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8109, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.2697 2020-10-02 04:45:23,544 - mmaction - INFO - Epoch [40][80/1997] lr: 7.500e-03, eta: 1 day, 11:35:37, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.6044, top5_acc: 0.8182, loss_cls: 1.6848, loss: 1.6848, grad_norm: 5.2515 2020-10-02 04:45:43,689 - mmaction - INFO - Epoch [40][100/1997] lr: 7.500e-03, eta: 1 day, 11:35:15, time: 1.007, data_time: 0.003, memory: 8350, top1_acc: 0.5956, top5_acc: 0.8177, loss_cls: 1.6824, loss: 1.6824, grad_norm: 5.1882 2020-10-02 04:46:05,296 - mmaction - INFO - Epoch [40][120/1997] lr: 7.500e-03, eta: 1 day, 11:34:55, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5958, top5_acc: 0.8229, loss_cls: 1.6840, loss: 1.6840, grad_norm: 5.2305 2020-10-02 04:46:27,666 - mmaction - INFO - Epoch [40][140/1997] lr: 7.500e-03, eta: 1 day, 11:34:36, time: 1.118, data_time: 0.002, memory: 8350, top1_acc: 0.6091, top5_acc: 0.8154, loss_cls: 1.6845, loss: 1.6845, grad_norm: 5.2290 2020-10-02 04:46:48,704 - mmaction - INFO - Epoch [40][160/1997] lr: 7.500e-03, eta: 1 day, 11:34:15, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6198, top5_acc: 0.8284, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.1698 2020-10-02 04:47:09,060 - mmaction - INFO - Epoch [40][180/1997] lr: 7.500e-03, eta: 1 day, 11:33:52, time: 1.018, data_time: 0.043, memory: 8350, top1_acc: 0.6086, top5_acc: 0.8190, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.2398 2020-10-02 04:47:30,006 - mmaction - INFO - Epoch [40][200/1997] lr: 7.500e-03, eta: 1 day, 11:33:31, time: 1.047, data_time: 0.150, memory: 8350, top1_acc: 0.6036, top5_acc: 0.8224, loss_cls: 1.6857, loss: 1.6857, grad_norm: 5.2794 2020-10-02 04:47:50,726 - mmaction - INFO - Epoch [40][220/1997] lr: 7.500e-03, eta: 1 day, 11:33:10, time: 1.036, data_time: 0.044, memory: 8350, top1_acc: 0.6182, top5_acc: 0.8396, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.2329 2020-10-02 04:48:11,344 - mmaction - INFO - Epoch [40][240/1997] lr: 7.500e-03, eta: 1 day, 11:32:48, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6148, top5_acc: 0.8263, loss_cls: 1.6331, loss: 1.6331, grad_norm: 5.2837 2020-10-02 04:48:32,797 - mmaction - INFO - Epoch [40][260/1997] lr: 7.500e-03, eta: 1 day, 11:32:28, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.6044, top5_acc: 0.8070, loss_cls: 1.7438, loss: 1.7438, grad_norm: 5.2864 2020-10-02 04:48:53,535 - mmaction - INFO - Epoch [40][280/1997] lr: 7.500e-03, eta: 1 day, 11:32:06, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.6068, top5_acc: 0.8102, loss_cls: 1.7004, loss: 1.7004, grad_norm: 5.1943 2020-10-02 04:49:15,213 - mmaction - INFO - Epoch [40][300/1997] lr: 7.500e-03, eta: 1 day, 11:31:46, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6167, top5_acc: 0.8263, loss_cls: 1.6298, loss: 1.6298, grad_norm: 5.0594 2020-10-02 04:49:36,078 - mmaction - INFO - Epoch [40][320/1997] lr: 7.500e-03, eta: 1 day, 11:31:25, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8193, loss_cls: 1.6883, loss: 1.6883, grad_norm: 5.2221 2020-10-02 04:49:56,701 - mmaction - INFO - Epoch [40][340/1997] lr: 7.500e-03, eta: 1 day, 11:31:03, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.5888, top5_acc: 0.8062, loss_cls: 1.7496, loss: 1.7496, grad_norm: 5.3994 2020-10-02 04:50:18,101 - mmaction - INFO - Epoch [40][360/1997] lr: 7.500e-03, eta: 1 day, 11:30:42, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6008, top5_acc: 0.8091, loss_cls: 1.7276, loss: 1.7276, grad_norm: 5.2680 2020-10-02 04:50:39,297 - mmaction - INFO - Epoch [40][380/1997] lr: 7.500e-03, eta: 1 day, 11:30:22, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.5995, top5_acc: 0.8164, loss_cls: 1.6811, loss: 1.6811, grad_norm: 5.2731 2020-10-02 04:50:58,967 - mmaction - INFO - Epoch [40][400/1997] lr: 7.500e-03, eta: 1 day, 11:29:58, time: 0.983, data_time: 0.001, memory: 8350, top1_acc: 0.6039, top5_acc: 0.8099, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.2731 2020-10-02 04:51:19,784 - mmaction - INFO - Epoch [40][420/1997] lr: 7.500e-03, eta: 1 day, 11:29:37, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.7004, loss: 1.7004, grad_norm: 5.2033 2020-10-02 04:51:42,567 - mmaction - INFO - Epoch [40][440/1997] lr: 7.500e-03, eta: 1 day, 11:29:19, time: 1.139, data_time: 0.002, memory: 8350, top1_acc: 0.6091, top5_acc: 0.8271, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.1653 2020-10-02 04:52:02,620 - mmaction - INFO - Epoch [40][460/1997] lr: 7.500e-03, eta: 1 day, 11:28:56, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.6044, top5_acc: 0.8172, loss_cls: 1.7089, loss: 1.7089, grad_norm: 5.3287 2020-10-02 04:52:24,679 - mmaction - INFO - Epoch [40][480/1997] lr: 7.500e-03, eta: 1 day, 11:28:36, time: 1.102, data_time: 0.001, memory: 8350, top1_acc: 0.6076, top5_acc: 0.8193, loss_cls: 1.6714, loss: 1.6714, grad_norm: 5.2065 2020-10-02 04:52:44,759 - mmaction - INFO - Epoch [40][500/1997] lr: 7.500e-03, eta: 1 day, 11:28:14, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.6029, top5_acc: 0.8141, loss_cls: 1.7011, loss: 1.7011, grad_norm: 5.2848 2020-10-02 04:53:05,644 - mmaction - INFO - Epoch [40][520/1997] lr: 7.500e-03, eta: 1 day, 11:27:53, time: 1.045, data_time: 0.245, memory: 8350, top1_acc: 0.6068, top5_acc: 0.8187, loss_cls: 1.6670, loss: 1.6670, grad_norm: 5.2275 2020-10-02 04:53:28,023 - mmaction - INFO - Epoch [40][540/1997] lr: 7.500e-03, eta: 1 day, 11:27:34, time: 1.118, data_time: 0.485, memory: 8350, top1_acc: 0.6107, top5_acc: 0.8174, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.1219 2020-10-02 04:53:47,480 - mmaction - INFO - Epoch [40][560/1997] lr: 7.500e-03, eta: 1 day, 11:27:10, time: 0.974, data_time: 0.309, memory: 8350, top1_acc: 0.6031, top5_acc: 0.8268, loss_cls: 1.6631, loss: 1.6631, grad_norm: 5.2134 2020-10-02 04:54:08,580 - mmaction - INFO - Epoch [40][580/1997] lr: 7.500e-03, eta: 1 day, 11:26:49, time: 1.054, data_time: 0.153, memory: 8350, top1_acc: 0.5990, top5_acc: 0.8198, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.2211 2020-10-02 04:54:30,998 - mmaction - INFO - Epoch [40][600/1997] lr: 7.500e-03, eta: 1 day, 11:26:30, time: 1.121, data_time: 0.149, memory: 8350, top1_acc: 0.6081, top5_acc: 0.8174, loss_cls: 1.6764, loss: 1.6764, grad_norm: 5.2191 2020-10-02 04:54:50,976 - mmaction - INFO - Epoch [40][620/1997] lr: 7.500e-03, eta: 1 day, 11:26:07, time: 0.999, data_time: 0.059, memory: 8350, top1_acc: 0.6104, top5_acc: 0.8193, loss_cls: 1.6939, loss: 1.6939, grad_norm: 5.2241 2020-10-02 04:55:10,625 - mmaction - INFO - Epoch [40][640/1997] lr: 7.500e-03, eta: 1 day, 11:25:44, time: 0.982, data_time: 0.046, memory: 8350, top1_acc: 0.6026, top5_acc: 0.8177, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.2984 2020-10-02 04:55:31,698 - mmaction - INFO - Epoch [40][660/1997] lr: 7.500e-03, eta: 1 day, 11:25:23, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.5789, top5_acc: 0.8029, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.4147 2020-10-02 04:55:52,692 - mmaction - INFO - Epoch [40][680/1997] lr: 7.500e-03, eta: 1 day, 11:25:02, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8089, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.3145 2020-10-02 04:56:13,270 - mmaction - INFO - Epoch [40][700/1997] lr: 7.500e-03, eta: 1 day, 11:24:40, time: 1.029, data_time: 0.027, memory: 8350, top1_acc: 0.5727, top5_acc: 0.8081, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.4412 2020-10-02 04:56:34,803 - mmaction - INFO - Epoch [40][720/1997] lr: 7.500e-03, eta: 1 day, 11:24:20, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6062, top5_acc: 0.8133, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.1756 2020-10-02 04:56:54,718 - mmaction - INFO - Epoch [40][740/1997] lr: 7.500e-03, eta: 1 day, 11:23:57, time: 0.996, data_time: 0.001, memory: 8350, top1_acc: 0.5971, top5_acc: 0.8180, loss_cls: 1.7083, loss: 1.7083, grad_norm: 5.2537 2020-10-02 04:57:17,865 - mmaction - INFO - Epoch [40][760/1997] lr: 7.500e-03, eta: 1 day, 11:23:39, time: 1.156, data_time: 0.001, memory: 8350, top1_acc: 0.6078, top5_acc: 0.8143, loss_cls: 1.6974, loss: 1.6974, grad_norm: 5.2505 2020-10-02 04:57:39,734 - mmaction - INFO - Epoch [40][780/1997] lr: 7.500e-03, eta: 1 day, 11:23:20, time: 1.095, data_time: 0.003, memory: 8350, top1_acc: 0.6107, top5_acc: 0.8328, loss_cls: 1.6384, loss: 1.6384, grad_norm: 5.1836 2020-10-02 04:57:59,381 - mmaction - INFO - Epoch [40][800/1997] lr: 7.500e-03, eta: 1 day, 11:22:56, time: 0.981, data_time: 0.001, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8086, loss_cls: 1.7363, loss: 1.7363, grad_norm: 5.3048 2020-10-02 04:58:20,385 - mmaction - INFO - Epoch [40][820/1997] lr: 7.500e-03, eta: 1 day, 11:22:35, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6005, top5_acc: 0.8141, loss_cls: 1.6986, loss: 1.6986, grad_norm: 5.2134 2020-10-02 04:58:42,012 - mmaction - INFO - Epoch [40][840/1997] lr: 7.500e-03, eta: 1 day, 11:22:15, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.5951, top5_acc: 0.8164, loss_cls: 1.6950, loss: 1.6950, grad_norm: 5.2940 2020-10-02 04:59:02,854 - mmaction - INFO - Epoch [40][860/1997] lr: 7.500e-03, eta: 1 day, 11:21:54, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6138, top5_acc: 0.8224, loss_cls: 1.6647, loss: 1.6647, grad_norm: 5.1643 2020-10-02 04:59:23,871 - mmaction - INFO - Epoch [40][880/1997] lr: 7.500e-03, eta: 1 day, 11:21:33, time: 1.051, data_time: 0.003, memory: 8350, top1_acc: 0.6193, top5_acc: 0.8193, loss_cls: 1.6553, loss: 1.6553, grad_norm: 5.1658 2020-10-02 04:59:44,645 - mmaction - INFO - Epoch [40][900/1997] lr: 7.500e-03, eta: 1 day, 11:21:11, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6112, top5_acc: 0.8227, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.1332 2020-10-02 05:00:06,034 - mmaction - INFO - Epoch [40][920/1997] lr: 7.500e-03, eta: 1 day, 11:20:51, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.6190, top5_acc: 0.8263, loss_cls: 1.6214, loss: 1.6214, grad_norm: 5.2185 2020-10-02 05:00:26,120 - mmaction - INFO - Epoch [40][940/1997] lr: 7.500e-03, eta: 1 day, 11:20:28, time: 1.005, data_time: 0.003, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8099, loss_cls: 1.7309, loss: 1.7309, grad_norm: 5.3715 2020-10-02 05:00:47,383 - mmaction - INFO - Epoch [40][960/1997] lr: 7.500e-03, eta: 1 day, 11:20:07, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.5969, top5_acc: 0.8195, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.2983 2020-10-02 05:01:08,398 - mmaction - INFO - Epoch [40][980/1997] lr: 7.500e-03, eta: 1 day, 11:19:46, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6086, top5_acc: 0.8206, loss_cls: 1.6554, loss: 1.6554, grad_norm: 5.1834 2020-10-02 05:01:29,906 - mmaction - INFO - Epoch [40][1000/1997] lr: 7.500e-03, eta: 1 day, 11:19:26, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.6052, top5_acc: 0.8172, loss_cls: 1.6634, loss: 1.6634, grad_norm: 5.1781 2020-10-02 05:01:50,265 - mmaction - INFO - Epoch [40][1020/1997] lr: 7.500e-03, eta: 1 day, 11:19:04, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.5823, top5_acc: 0.8135, loss_cls: 1.6982, loss: 1.6982, grad_norm: 5.2880 2020-10-02 05:02:10,429 - mmaction - INFO - Epoch [40][1040/1997] lr: 7.500e-03, eta: 1 day, 11:18:41, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.5911, top5_acc: 0.8112, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.3437 2020-10-02 05:02:31,544 - mmaction - INFO - Epoch [40][1060/1997] lr: 7.500e-03, eta: 1 day, 11:18:20, time: 1.055, data_time: 0.034, memory: 8350, top1_acc: 0.5990, top5_acc: 0.8138, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.3645 2020-10-02 05:02:52,601 - mmaction - INFO - Epoch [40][1080/1997] lr: 7.500e-03, eta: 1 day, 11:17:59, time: 1.053, data_time: 0.003, memory: 8350, top1_acc: 0.5922, top5_acc: 0.8188, loss_cls: 1.6912, loss: 1.6912, grad_norm: 5.3365 2020-10-02 05:03:13,577 - mmaction - INFO - Epoch [40][1100/1997] lr: 7.500e-03, eta: 1 day, 11:17:38, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.7121, loss: 1.7121, grad_norm: 5.2758 2020-10-02 05:03:34,288 - mmaction - INFO - Epoch [40][1120/1997] lr: 7.500e-03, eta: 1 day, 11:17:17, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8180, loss_cls: 1.6929, loss: 1.6929, grad_norm: 5.1373 2020-10-02 05:03:55,708 - mmaction - INFO - Epoch [40][1140/1997] lr: 7.500e-03, eta: 1 day, 11:16:56, time: 1.072, data_time: 0.003, memory: 8350, top1_acc: 0.6026, top5_acc: 0.8190, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.2893 2020-10-02 05:04:16,944 - mmaction - INFO - Epoch [40][1160/1997] lr: 7.500e-03, eta: 1 day, 11:16:35, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6034, top5_acc: 0.8240, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.2064 2020-10-02 05:04:38,932 - mmaction - INFO - Epoch [40][1180/1997] lr: 7.500e-03, eta: 1 day, 11:16:16, time: 1.100, data_time: 0.003, memory: 8350, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.1649 2020-10-02 05:04:59,283 - mmaction - INFO - Epoch [40][1200/1997] lr: 7.500e-03, eta: 1 day, 11:15:54, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.5964, top5_acc: 0.8146, loss_cls: 1.7221, loss: 1.7221, grad_norm: 5.4423 2020-10-02 05:05:19,765 - mmaction - INFO - Epoch [40][1220/1997] lr: 7.500e-03, eta: 1 day, 11:15:32, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6026, top5_acc: 0.8169, loss_cls: 1.6858, loss: 1.6858, grad_norm: 5.3289 2020-10-02 05:05:40,879 - mmaction - INFO - Epoch [40][1240/1997] lr: 7.500e-03, eta: 1 day, 11:15:11, time: 1.057, data_time: 0.003, memory: 8350, top1_acc: 0.5984, top5_acc: 0.8138, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.1545 2020-10-02 05:06:01,465 - mmaction - INFO - Epoch [40][1260/1997] lr: 7.500e-03, eta: 1 day, 11:14:49, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.6052, top5_acc: 0.8190, loss_cls: 1.6483, loss: 1.6483, grad_norm: 5.1369 2020-10-02 05:06:22,266 - mmaction - INFO - Epoch [40][1280/1997] lr: 7.500e-03, eta: 1 day, 11:14:28, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8068, loss_cls: 1.7455, loss: 1.7455, grad_norm: 5.3062 2020-10-02 05:06:43,292 - mmaction - INFO - Epoch [40][1300/1997] lr: 7.500e-03, eta: 1 day, 11:14:06, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6073, top5_acc: 0.8247, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.1413 2020-10-02 05:07:04,232 - mmaction - INFO - Epoch [40][1320/1997] lr: 7.500e-03, eta: 1 day, 11:13:45, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.5917, top5_acc: 0.8052, loss_cls: 1.7605, loss: 1.7605, grad_norm: 5.3009 2020-10-02 05:07:25,379 - mmaction - INFO - Epoch [40][1340/1997] lr: 7.500e-03, eta: 1 day, 11:13:24, time: 1.058, data_time: 0.003, memory: 8350, top1_acc: 0.6060, top5_acc: 0.8214, loss_cls: 1.6642, loss: 1.6642, grad_norm: 5.2244 2020-10-02 05:07:45,260 - mmaction - INFO - Epoch [40][1360/1997] lr: 7.500e-03, eta: 1 day, 11:13:02, time: 0.994, data_time: 0.013, memory: 8350, top1_acc: 0.6021, top5_acc: 0.8187, loss_cls: 1.6726, loss: 1.6726, grad_norm: 5.1520 2020-10-02 05:08:07,362 - mmaction - INFO - Epoch [40][1380/1997] lr: 7.500e-03, eta: 1 day, 11:12:42, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.6029, top5_acc: 0.8242, loss_cls: 1.6660, loss: 1.6660, grad_norm: 5.1019 2020-10-02 05:08:27,928 - mmaction - INFO - Epoch [40][1400/1997] lr: 7.500e-03, eta: 1 day, 11:12:20, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.6013, top5_acc: 0.8182, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.2548 2020-10-02 05:08:48,373 - mmaction - INFO - Epoch [40][1420/1997] lr: 7.500e-03, eta: 1 day, 11:11:58, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.5979, top5_acc: 0.8161, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.1987 2020-10-02 05:09:09,539 - mmaction - INFO - Epoch [40][1440/1997] lr: 7.500e-03, eta: 1 day, 11:11:37, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.5987, top5_acc: 0.8086, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.2738 2020-10-02 05:09:30,884 - mmaction - INFO - Epoch [40][1460/1997] lr: 7.500e-03, eta: 1 day, 11:11:17, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6042, top5_acc: 0.8112, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.2777 2020-10-02 05:09:50,904 - mmaction - INFO - Epoch [40][1480/1997] lr: 7.500e-03, eta: 1 day, 11:10:54, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.6109, top5_acc: 0.8198, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.3011 2020-10-02 05:10:11,843 - mmaction - INFO - Epoch [40][1500/1997] lr: 7.500e-03, eta: 1 day, 11:10:33, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.5914, top5_acc: 0.8060, loss_cls: 1.7514, loss: 1.7514, grad_norm: 5.3211 2020-10-02 05:10:32,943 - mmaction - INFO - Epoch [40][1520/1997] lr: 7.500e-03, eta: 1 day, 11:10:12, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6172, top5_acc: 0.8297, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.1373 2020-10-02 05:10:53,935 - mmaction - INFO - Epoch [40][1540/1997] lr: 7.500e-03, eta: 1 day, 11:09:51, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.5992, top5_acc: 0.8159, loss_cls: 1.7195, loss: 1.7195, grad_norm: 5.3176 2020-10-02 05:11:14,777 - mmaction - INFO - Epoch [40][1560/1997] lr: 7.500e-03, eta: 1 day, 11:09:30, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.5984, top5_acc: 0.8128, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.3165 2020-10-02 05:11:35,588 - mmaction - INFO - Epoch [40][1580/1997] lr: 7.500e-03, eta: 1 day, 11:09:08, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6164, top5_acc: 0.8326, loss_cls: 1.6415, loss: 1.6415, grad_norm: 5.1091 2020-10-02 05:11:55,757 - mmaction - INFO - Epoch [40][1600/1997] lr: 7.500e-03, eta: 1 day, 11:08:46, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.5867, top5_acc: 0.8091, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.3624 2020-10-02 05:12:18,332 - mmaction - INFO - Epoch [40][1620/1997] lr: 7.500e-03, eta: 1 day, 11:08:27, time: 1.129, data_time: 0.002, memory: 8350, top1_acc: 0.5865, top5_acc: 0.8174, loss_cls: 1.7425, loss: 1.7425, grad_norm: 5.4016 2020-10-02 05:12:38,446 - mmaction - INFO - Epoch [40][1640/1997] lr: 7.500e-03, eta: 1 day, 11:08:05, time: 1.007, data_time: 0.003, memory: 8350, top1_acc: 0.5938, top5_acc: 0.8159, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.2236 2020-10-02 05:12:59,042 - mmaction - INFO - Epoch [40][1660/1997] lr: 7.500e-03, eta: 1 day, 11:07:43, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.6031, top5_acc: 0.8227, loss_cls: 1.7054, loss: 1.7054, grad_norm: 5.2971 2020-10-02 05:13:20,422 - mmaction - INFO - Epoch [40][1680/1997] lr: 7.500e-03, eta: 1 day, 11:07:22, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.5826, top5_acc: 0.8047, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.2971 2020-10-02 05:13:40,892 - mmaction - INFO - Epoch [40][1700/1997] lr: 7.500e-03, eta: 1 day, 11:07:00, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.5995, top5_acc: 0.8146, loss_cls: 1.6935, loss: 1.6935, grad_norm: 5.2784 2020-10-02 05:14:01,442 - mmaction - INFO - Epoch [40][1720/1997] lr: 7.500e-03, eta: 1 day, 11:06:39, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.5927, top5_acc: 0.8117, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.4054 2020-10-02 05:14:22,636 - mmaction - INFO - Epoch [40][1740/1997] lr: 7.500e-03, eta: 1 day, 11:06:18, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6000, top5_acc: 0.8161, loss_cls: 1.6727, loss: 1.6727, grad_norm: 5.3105 2020-10-02 05:14:43,688 - mmaction - INFO - Epoch [40][1760/1997] lr: 7.500e-03, eta: 1 day, 11:05:57, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.5854, top5_acc: 0.8109, loss_cls: 1.7442, loss: 1.7442, grad_norm: 5.3828 2020-10-02 05:15:05,193 - mmaction - INFO - Epoch [40][1780/1997] lr: 7.500e-03, eta: 1 day, 11:05:36, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.5896, top5_acc: 0.8076, loss_cls: 1.7213, loss: 1.7213, grad_norm: 5.3386 2020-10-02 05:15:25,825 - mmaction - INFO - Epoch [40][1800/1997] lr: 7.500e-03, eta: 1 day, 11:05:15, time: 1.032, data_time: 0.003, memory: 8350, top1_acc: 0.6000, top5_acc: 0.8169, loss_cls: 1.6866, loss: 1.6866, grad_norm: 5.3030 2020-10-02 05:15:46,905 - mmaction - INFO - Epoch [40][1820/1997] lr: 7.500e-03, eta: 1 day, 11:04:54, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8128, loss_cls: 1.7406, loss: 1.7406, grad_norm: 5.3968 2020-10-02 05:16:07,900 - mmaction - INFO - Epoch [40][1840/1997] lr: 7.500e-03, eta: 1 day, 11:04:32, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.7126, loss: 1.7126, grad_norm: 5.1933 2020-10-02 05:16:28,267 - mmaction - INFO - Epoch [40][1860/1997] lr: 7.500e-03, eta: 1 day, 11:04:10, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.5901, top5_acc: 0.8029, loss_cls: 1.7616, loss: 1.7616, grad_norm: 5.2919 2020-10-02 05:16:48,229 - mmaction - INFO - Epoch [40][1880/1997] lr: 7.500e-03, eta: 1 day, 11:03:48, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.6018, top5_acc: 0.8133, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.2667 2020-10-02 05:17:09,258 - mmaction - INFO - Epoch [40][1900/1997] lr: 7.500e-03, eta: 1 day, 11:03:27, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6099, top5_acc: 0.8250, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.2004 2020-10-02 05:17:30,921 - mmaction - INFO - Epoch [40][1920/1997] lr: 7.500e-03, eta: 1 day, 11:03:06, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.5930, top5_acc: 0.8107, loss_cls: 1.7335, loss: 1.7335, grad_norm: 5.3965 2020-10-02 05:17:51,960 - mmaction - INFO - Epoch [40][1940/1997] lr: 7.500e-03, eta: 1 day, 11:02:45, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6104, top5_acc: 0.8206, loss_cls: 1.6587, loss: 1.6587, grad_norm: 5.1624 2020-10-02 05:18:11,575 - mmaction - INFO - Epoch [40][1960/1997] lr: 7.500e-03, eta: 1 day, 11:02:22, time: 0.981, data_time: 0.001, memory: 8350, top1_acc: 0.6135, top5_acc: 0.8240, loss_cls: 1.6680, loss: 1.6680, grad_norm: 5.1064 2020-10-02 05:18:32,589 - mmaction - INFO - Epoch [40][1980/1997] lr: 7.500e-03, eta: 1 day, 11:02:01, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.5870, top5_acc: 0.8174, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.3195 2020-10-02 05:18:51,736 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-02 05:21:45,010 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 05:21:46,595 - mmaction - INFO - top1_acc 0.6657 top5_acc 0.8819 2020-10-02 05:21:46,596 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 05:21:46,680 - mmaction - INFO - mean_acc 0.6647 2020-10-02 05:21:46,680 - mmaction - INFO - Now best checkpoint is epoch_40.pth 2020-10-02 05:21:46,700 - mmaction - INFO - Epoch(val) [40][1997] top1_acc: 0.6657, top5_acc: 0.8819, mean_class_accuracy: 0.6647 2020-10-02 05:22:29,195 - mmaction - INFO - Epoch [41][20/1997] lr: 7.500e-04, eta: 1 day, 11:01:27, time: 2.123, data_time: 1.486, memory: 8350, top1_acc: 0.6076, top5_acc: 0.8198, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.1407 2020-10-02 05:22:51,768 - mmaction - INFO - Epoch [41][40/1997] lr: 7.500e-04, eta: 1 day, 11:01:09, time: 1.128, data_time: 0.486, memory: 8350, top1_acc: 0.6078, top5_acc: 0.8268, loss_cls: 1.6464, loss: 1.6464, grad_norm: 5.1872 2020-10-02 05:23:11,188 - mmaction - INFO - Epoch [41][60/1997] lr: 7.500e-04, eta: 1 day, 11:00:45, time: 0.971, data_time: 0.335, memory: 8350, top1_acc: 0.6284, top5_acc: 0.8229, loss_cls: 1.6044, loss: 1.6044, grad_norm: 4.9808 2020-10-02 05:23:32,275 - mmaction - INFO - Epoch [41][80/1997] lr: 7.500e-04, eta: 1 day, 11:00:24, time: 1.054, data_time: 0.332, memory: 8350, top1_acc: 0.6326, top5_acc: 0.8328, loss_cls: 1.5755, loss: 1.5755, grad_norm: 4.9699 2020-10-02 05:23:54,061 - mmaction - INFO - Epoch [41][100/1997] lr: 7.500e-04, eta: 1 day, 11:00:04, time: 1.090, data_time: 0.347, memory: 8350, top1_acc: 0.6289, top5_acc: 0.8331, loss_cls: 1.5577, loss: 1.5577, grad_norm: 4.9598 2020-10-02 05:24:14,380 - mmaction - INFO - Epoch [41][120/1997] lr: 7.500e-04, eta: 1 day, 10:59:42, time: 1.014, data_time: 0.023, memory: 8350, top1_acc: 0.6315, top5_acc: 0.8385, loss_cls: 1.5566, loss: 1.5566, grad_norm: 4.9815 2020-10-02 05:24:36,190 - mmaction - INFO - Epoch [41][140/1997] lr: 7.500e-04, eta: 1 day, 10:59:22, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.6344, top5_acc: 0.8370, loss_cls: 1.5649, loss: 1.5649, grad_norm: 4.9211 2020-10-02 05:24:57,072 - mmaction - INFO - Epoch [41][160/1997] lr: 7.500e-04, eta: 1 day, 10:59:01, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.6268, top5_acc: 0.8333, loss_cls: 1.5683, loss: 1.5683, grad_norm: 4.9378 2020-10-02 05:25:18,957 - mmaction - INFO - Epoch [41][180/1997] lr: 7.500e-04, eta: 1 day, 10:58:41, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6370, top5_acc: 0.8411, loss_cls: 1.5359, loss: 1.5359, grad_norm: 4.8520 2020-10-02 05:25:40,906 - mmaction - INFO - Epoch [41][200/1997] lr: 7.500e-04, eta: 1 day, 10:58:21, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.5194, loss: 1.5194, grad_norm: 4.9611 2020-10-02 05:26:00,513 - mmaction - INFO - Epoch [41][220/1997] lr: 7.500e-04, eta: 1 day, 10:57:58, time: 0.979, data_time: 0.001, memory: 8350, top1_acc: 0.6411, top5_acc: 0.8461, loss_cls: 1.4848, loss: 1.4848, grad_norm: 4.8280 2020-10-02 05:26:21,712 - mmaction - INFO - Epoch [41][240/1997] lr: 7.500e-04, eta: 1 day, 10:57:37, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6193, top5_acc: 0.8284, loss_cls: 1.5686, loss: 1.5686, grad_norm: 4.8752 2020-10-02 05:26:43,575 - mmaction - INFO - Epoch [41][260/1997] lr: 7.500e-04, eta: 1 day, 10:57:17, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.6247, top5_acc: 0.8370, loss_cls: 1.5562, loss: 1.5562, grad_norm: 4.9620 2020-10-02 05:27:04,043 - mmaction - INFO - Epoch [41][280/1997] lr: 7.500e-04, eta: 1 day, 10:56:56, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6404, top5_acc: 0.8383, loss_cls: 1.5285, loss: 1.5285, grad_norm: 4.9402 2020-10-02 05:27:24,537 - mmaction - INFO - Epoch [41][300/1997] lr: 7.500e-04, eta: 1 day, 10:56:34, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6490, top5_acc: 0.8469, loss_cls: 1.4835, loss: 1.4835, grad_norm: 4.9048 2020-10-02 05:27:45,717 - mmaction - INFO - Epoch [41][320/1997] lr: 7.500e-04, eta: 1 day, 10:56:13, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.6198, top5_acc: 0.8271, loss_cls: 1.5979, loss: 1.5979, grad_norm: 5.0351 2020-10-02 05:28:06,496 - mmaction - INFO - Epoch [41][340/1997] lr: 7.500e-04, eta: 1 day, 10:55:51, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6273, top5_acc: 0.8362, loss_cls: 1.5502, loss: 1.5502, grad_norm: 5.0155 2020-10-02 05:28:27,114 - mmaction - INFO - Epoch [41][360/1997] lr: 7.500e-04, eta: 1 day, 10:55:30, time: 1.031, data_time: 0.003, memory: 8350, top1_acc: 0.6417, top5_acc: 0.8458, loss_cls: 1.5144, loss: 1.5144, grad_norm: 4.9296 2020-10-02 05:28:48,339 - mmaction - INFO - Epoch [41][380/1997] lr: 7.500e-04, eta: 1 day, 10:55:09, time: 1.061, data_time: 0.191, memory: 8350, top1_acc: 0.6505, top5_acc: 0.8409, loss_cls: 1.4919, loss: 1.4919, grad_norm: 4.8098 2020-10-02 05:29:08,845 - mmaction - INFO - Epoch [41][400/1997] lr: 7.500e-04, eta: 1 day, 10:54:47, time: 1.026, data_time: 0.125, memory: 8350, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.5445, loss: 1.5445, grad_norm: 4.9994 2020-10-02 05:29:29,539 - mmaction - INFO - Epoch [41][420/1997] lr: 7.500e-04, eta: 1 day, 10:54:25, time: 1.035, data_time: 0.022, memory: 8350, top1_acc: 0.6432, top5_acc: 0.8393, loss_cls: 1.5264, loss: 1.5264, grad_norm: 4.9097 2020-10-02 05:29:51,058 - mmaction - INFO - Epoch [41][440/1997] lr: 7.500e-04, eta: 1 day, 10:54:05, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.6443, top5_acc: 0.8424, loss_cls: 1.5027, loss: 1.5027, grad_norm: 4.9218 2020-10-02 05:30:11,749 - mmaction - INFO - Epoch [41][460/1997] lr: 7.500e-04, eta: 1 day, 10:53:44, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6505, top5_acc: 0.8565, loss_cls: 1.4609, loss: 1.4609, grad_norm: 4.8351 2020-10-02 05:30:33,218 - mmaction - INFO - Epoch [41][480/1997] lr: 7.500e-04, eta: 1 day, 10:53:23, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6487, top5_acc: 0.8414, loss_cls: 1.4908, loss: 1.4908, grad_norm: 4.8348 2020-10-02 05:30:53,733 - mmaction - INFO - Epoch [41][500/1997] lr: 7.500e-04, eta: 1 day, 10:53:01, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.6443, top5_acc: 0.8419, loss_cls: 1.5057, loss: 1.5057, grad_norm: 4.9133 2020-10-02 05:31:15,325 - mmaction - INFO - Epoch [41][520/1997] lr: 7.500e-04, eta: 1 day, 10:52:41, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6466, top5_acc: 0.8516, loss_cls: 1.4539, loss: 1.4539, grad_norm: 4.9824 2020-10-02 05:31:36,389 - mmaction - INFO - Epoch [41][540/1997] lr: 7.500e-04, eta: 1 day, 10:52:20, time: 1.054, data_time: 0.003, memory: 8350, top1_acc: 0.6482, top5_acc: 0.8464, loss_cls: 1.4698, loss: 1.4698, grad_norm: 4.8269 2020-10-02 05:31:56,731 - mmaction - INFO - Epoch [41][560/1997] lr: 7.500e-04, eta: 1 day, 10:51:58, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.6570, top5_acc: 0.8427, loss_cls: 1.4889, loss: 1.4889, grad_norm: 4.9344 2020-10-02 05:32:18,320 - mmaction - INFO - Epoch [41][580/1997] lr: 7.500e-04, eta: 1 day, 10:51:38, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4776, loss: 1.4776, grad_norm: 4.8530 2020-10-02 05:32:38,616 - mmaction - INFO - Epoch [41][600/1997] lr: 7.500e-04, eta: 1 day, 10:51:15, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6432, top5_acc: 0.8430, loss_cls: 1.4979, loss: 1.4979, grad_norm: 4.9060 2020-10-02 05:32:59,929 - mmaction - INFO - Epoch [41][620/1997] lr: 7.500e-04, eta: 1 day, 10:50:55, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.6523, top5_acc: 0.8443, loss_cls: 1.4839, loss: 1.4839, grad_norm: 4.9507 2020-10-02 05:33:20,837 - mmaction - INFO - Epoch [41][640/1997] lr: 7.500e-04, eta: 1 day, 10:50:34, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6435, top5_acc: 0.8404, loss_cls: 1.5199, loss: 1.5199, grad_norm: 5.0262 2020-10-02 05:33:41,813 - mmaction - INFO - Epoch [41][660/1997] lr: 7.500e-04, eta: 1 day, 10:50:12, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.6615, top5_acc: 0.8534, loss_cls: 1.4401, loss: 1.4401, grad_norm: 4.9418 2020-10-02 05:34:02,954 - mmaction - INFO - Epoch [41][680/1997] lr: 7.500e-04, eta: 1 day, 10:49:51, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.5336, loss: 1.5336, grad_norm: 4.9552 2020-10-02 05:34:23,680 - mmaction - INFO - Epoch [41][700/1997] lr: 7.500e-04, eta: 1 day, 10:49:30, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6427, top5_acc: 0.8576, loss_cls: 1.4759, loss: 1.4759, grad_norm: 5.0045 2020-10-02 05:34:45,338 - mmaction - INFO - Epoch [41][720/1997] lr: 7.500e-04, eta: 1 day, 10:49:10, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6536, top5_acc: 0.8479, loss_cls: 1.4592, loss: 1.4592, grad_norm: 4.9697 2020-10-02 05:35:05,797 - mmaction - INFO - Epoch [41][740/1997] lr: 7.500e-04, eta: 1 day, 10:48:48, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6393, top5_acc: 0.8495, loss_cls: 1.4725, loss: 1.4725, grad_norm: 5.0769 2020-10-02 05:35:26,503 - mmaction - INFO - Epoch [41][760/1997] lr: 7.500e-04, eta: 1 day, 10:48:26, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6464, top5_acc: 0.8484, loss_cls: 1.4873, loss: 1.4873, grad_norm: 4.9609 2020-10-02 05:35:47,894 - mmaction - INFO - Epoch [41][780/1997] lr: 7.500e-04, eta: 1 day, 10:48:06, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.6427, top5_acc: 0.8461, loss_cls: 1.4883, loss: 1.4883, grad_norm: 4.9791 2020-10-02 05:36:07,755 - mmaction - INFO - Epoch [41][800/1997] lr: 7.500e-04, eta: 1 day, 10:47:43, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.6375, top5_acc: 0.8419, loss_cls: 1.5006, loss: 1.5006, grad_norm: 4.9605 2020-10-02 05:36:29,933 - mmaction - INFO - Epoch [41][820/1997] lr: 7.500e-04, eta: 1 day, 10:47:24, time: 1.108, data_time: 0.001, memory: 8350, top1_acc: 0.6563, top5_acc: 0.8531, loss_cls: 1.4260, loss: 1.4260, grad_norm: 4.9045 2020-10-02 05:36:50,900 - mmaction - INFO - Epoch [41][840/1997] lr: 7.500e-04, eta: 1 day, 10:47:02, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6552, top5_acc: 0.8581, loss_cls: 1.4334, loss: 1.4334, grad_norm: 4.8947 2020-10-02 05:37:11,030 - mmaction - INFO - Epoch [41][860/1997] lr: 7.500e-04, eta: 1 day, 10:46:40, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.6487, top5_acc: 0.8471, loss_cls: 1.4960, loss: 1.4960, grad_norm: 5.0171 2020-10-02 05:37:31,673 - mmaction - INFO - Epoch [41][880/1997] lr: 7.500e-04, eta: 1 day, 10:46:18, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.6323, top5_acc: 0.8333, loss_cls: 1.5497, loss: 1.5497, grad_norm: 5.1501 2020-10-02 05:37:54,511 - mmaction - INFO - Epoch [41][900/1997] lr: 7.500e-04, eta: 1 day, 10:46:00, time: 1.142, data_time: 0.003, memory: 8350, top1_acc: 0.6534, top5_acc: 0.8440, loss_cls: 1.4652, loss: 1.4652, grad_norm: 4.9378 2020-10-02 05:38:15,758 - mmaction - INFO - Epoch [41][920/1997] lr: 7.500e-04, eta: 1 day, 10:45:39, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6599, top5_acc: 0.8547, loss_cls: 1.4365, loss: 1.4365, grad_norm: 4.9358 2020-10-02 05:38:35,088 - mmaction - INFO - Epoch [41][940/1997] lr: 7.500e-04, eta: 1 day, 10:45:16, time: 0.967, data_time: 0.002, memory: 8350, top1_acc: 0.6424, top5_acc: 0.8443, loss_cls: 1.4787, loss: 1.4787, grad_norm: 5.0053 2020-10-02 05:38:56,586 - mmaction - INFO - Epoch [41][960/1997] lr: 7.500e-04, eta: 1 day, 10:44:55, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.6570, top5_acc: 0.8542, loss_cls: 1.4559, loss: 1.4559, grad_norm: 4.9104 2020-10-02 05:39:19,220 - mmaction - INFO - Epoch [41][980/1997] lr: 7.500e-04, eta: 1 day, 10:44:36, time: 1.131, data_time: 0.002, memory: 8350, top1_acc: 0.6549, top5_acc: 0.8500, loss_cls: 1.4541, loss: 1.4541, grad_norm: 4.9111 2020-10-02 05:39:38,466 - mmaction - INFO - Epoch [41][1000/1997] lr: 7.500e-04, eta: 1 day, 10:44:13, time: 0.963, data_time: 0.002, memory: 8350, top1_acc: 0.6547, top5_acc: 0.8497, loss_cls: 1.4277, loss: 1.4277, grad_norm: 4.9234 2020-10-02 05:40:00,724 - mmaction - INFO - Epoch [41][1020/1997] lr: 7.500e-04, eta: 1 day, 10:43:54, time: 1.113, data_time: 0.002, memory: 8350, top1_acc: 0.6602, top5_acc: 0.8529, loss_cls: 1.4420, loss: 1.4420, grad_norm: 4.9354 2020-10-02 05:40:21,842 - mmaction - INFO - Epoch [41][1040/1997] lr: 7.500e-04, eta: 1 day, 10:43:33, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6445, top5_acc: 0.8466, loss_cls: 1.4760, loss: 1.4760, grad_norm: 4.9732 2020-10-02 05:40:41,484 - mmaction - INFO - Epoch [41][1060/1997] lr: 7.500e-04, eta: 1 day, 10:43:09, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.6615, top5_acc: 0.8542, loss_cls: 1.4352, loss: 1.4352, grad_norm: 4.9662 2020-10-02 05:41:03,464 - mmaction - INFO - Epoch [41][1080/1997] lr: 7.500e-04, eta: 1 day, 10:42:50, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.6565, top5_acc: 0.8518, loss_cls: 1.4447, loss: 1.4447, grad_norm: 4.9600 2020-10-02 05:41:24,790 - mmaction - INFO - Epoch [41][1100/1997] lr: 7.500e-04, eta: 1 day, 10:42:29, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6510, top5_acc: 0.8521, loss_cls: 1.4357, loss: 1.4357, grad_norm: 4.9379 2020-10-02 05:41:45,712 - mmaction - INFO - Epoch [41][1120/1997] lr: 7.500e-04, eta: 1 day, 10:42:08, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6458, top5_acc: 0.8516, loss_cls: 1.4453, loss: 1.4453, grad_norm: 4.9044 2020-10-02 05:42:07,204 - mmaction - INFO - Epoch [41][1140/1997] lr: 7.500e-04, eta: 1 day, 10:41:47, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.6505, top5_acc: 0.8510, loss_cls: 1.4615, loss: 1.4615, grad_norm: 4.9922 2020-10-02 05:42:27,259 - mmaction - INFO - Epoch [41][1160/1997] lr: 7.500e-04, eta: 1 day, 10:41:25, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.6523, top5_acc: 0.8513, loss_cls: 1.4661, loss: 1.4661, grad_norm: 4.9789 2020-10-02 05:42:49,495 - mmaction - INFO - Epoch [41][1180/1997] lr: 7.500e-04, eta: 1 day, 10:41:06, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.6503, top5_acc: 0.8513, loss_cls: 1.4653, loss: 1.4653, grad_norm: 4.9239 2020-10-02 05:43:11,107 - mmaction - INFO - Epoch [41][1200/1997] lr: 7.500e-04, eta: 1 day, 10:40:45, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.6510, top5_acc: 0.8492, loss_cls: 1.4724, loss: 1.4724, grad_norm: 4.9499 2020-10-02 05:43:31,689 - mmaction - INFO - Epoch [41][1220/1997] lr: 7.500e-04, eta: 1 day, 10:40:24, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.6482, top5_acc: 0.8513, loss_cls: 1.4663, loss: 1.4663, grad_norm: 5.0107 2020-10-02 05:43:52,660 - mmaction - INFO - Epoch [41][1240/1997] lr: 7.500e-04, eta: 1 day, 10:40:03, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4776, loss: 1.4776, grad_norm: 4.9360 2020-10-02 05:44:12,605 - mmaction - INFO - Epoch [41][1260/1997] lr: 7.500e-04, eta: 1 day, 10:39:40, time: 0.998, data_time: 0.003, memory: 8350, top1_acc: 0.6578, top5_acc: 0.8526, loss_cls: 1.4618, loss: 1.4618, grad_norm: 5.0276 2020-10-02 05:44:33,528 - mmaction - INFO - Epoch [41][1280/1997] lr: 7.500e-04, eta: 1 day, 10:39:19, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6576, top5_acc: 0.8549, loss_cls: 1.4665, loss: 1.4665, grad_norm: 5.0037 2020-10-02 05:44:54,631 - mmaction - INFO - Epoch [41][1300/1997] lr: 7.500e-04, eta: 1 day, 10:38:58, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6487, top5_acc: 0.8510, loss_cls: 1.4835, loss: 1.4835, grad_norm: 5.0425 2020-10-02 05:45:16,279 - mmaction - INFO - Epoch [41][1320/1997] lr: 7.500e-04, eta: 1 day, 10:38:37, time: 1.083, data_time: 0.003, memory: 8350, top1_acc: 0.6477, top5_acc: 0.8401, loss_cls: 1.4839, loss: 1.4839, grad_norm: 5.0431 2020-10-02 05:45:37,327 - mmaction - INFO - Epoch [41][1340/1997] lr: 7.500e-04, eta: 1 day, 10:38:16, time: 1.054, data_time: 0.003, memory: 8350, top1_acc: 0.6531, top5_acc: 0.8471, loss_cls: 1.4629, loss: 1.4629, grad_norm: 4.9563 2020-10-02 05:45:57,538 - mmaction - INFO - Epoch [41][1360/1997] lr: 7.500e-04, eta: 1 day, 10:37:54, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.6424, top5_acc: 0.8500, loss_cls: 1.4754, loss: 1.4754, grad_norm: 5.0412 2020-10-02 05:46:18,294 - mmaction - INFO - Epoch [41][1380/1997] lr: 7.500e-04, eta: 1 day, 10:37:33, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6737, top5_acc: 0.8643, loss_cls: 1.3624, loss: 1.3624, grad_norm: 4.8979 2020-10-02 05:46:40,929 - mmaction - INFO - Epoch [41][1400/1997] lr: 7.500e-04, eta: 1 day, 10:37:14, time: 1.132, data_time: 0.002, memory: 8350, top1_acc: 0.6646, top5_acc: 0.8534, loss_cls: 1.4208, loss: 1.4208, grad_norm: 4.9795 2020-10-02 05:47:00,182 - mmaction - INFO - Epoch [41][1420/1997] lr: 7.500e-04, eta: 1 day, 10:36:50, time: 0.964, data_time: 0.002, memory: 8350, top1_acc: 0.6435, top5_acc: 0.8424, loss_cls: 1.4827, loss: 1.4827, grad_norm: 5.0295 2020-10-02 05:47:21,075 - mmaction - INFO - Epoch [41][1440/1997] lr: 7.500e-04, eta: 1 day, 10:36:29, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.6573, top5_acc: 0.8471, loss_cls: 1.4657, loss: 1.4657, grad_norm: 5.0745 2020-10-02 05:47:40,959 - mmaction - INFO - Epoch [41][1460/1997] lr: 7.500e-04, eta: 1 day, 10:36:06, time: 0.993, data_time: 0.001, memory: 8350, top1_acc: 0.6435, top5_acc: 0.8503, loss_cls: 1.4617, loss: 1.4617, grad_norm: 4.9047 2020-10-02 05:48:03,234 - mmaction - INFO - Epoch [41][1480/1997] lr: 7.500e-04, eta: 1 day, 10:35:47, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.6396, top5_acc: 0.8396, loss_cls: 1.5225, loss: 1.5225, grad_norm: 5.1091 2020-10-02 05:48:23,653 - mmaction - INFO - Epoch [41][1500/1997] lr: 7.500e-04, eta: 1 day, 10:35:25, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6599, top5_acc: 0.8466, loss_cls: 1.4448, loss: 1.4448, grad_norm: 4.9380 2020-10-02 05:48:44,857 - mmaction - INFO - Epoch [41][1520/1997] lr: 7.500e-04, eta: 1 day, 10:35:04, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6635, top5_acc: 0.8547, loss_cls: 1.4256, loss: 1.4256, grad_norm: 4.9820 2020-10-02 05:49:06,503 - mmaction - INFO - Epoch [41][1540/1997] lr: 7.500e-04, eta: 1 day, 10:34:44, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6576, top5_acc: 0.8484, loss_cls: 1.4565, loss: 1.4565, grad_norm: 4.9599 2020-10-02 05:49:27,711 - mmaction - INFO - Epoch [41][1560/1997] lr: 7.500e-04, eta: 1 day, 10:34:23, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4242, loss: 1.4242, grad_norm: 4.9646 2020-10-02 05:49:47,367 - mmaction - INFO - Epoch [41][1580/1997] lr: 7.500e-04, eta: 1 day, 10:34:00, time: 0.983, data_time: 0.018, memory: 8350, top1_acc: 0.6622, top5_acc: 0.8521, loss_cls: 1.4369, loss: 1.4369, grad_norm: 4.9729 2020-10-02 05:50:08,290 - mmaction - INFO - Epoch [41][1600/1997] lr: 7.500e-04, eta: 1 day, 10:33:39, time: 1.045, data_time: 0.126, memory: 8350, top1_acc: 0.6521, top5_acc: 0.8482, loss_cls: 1.4789, loss: 1.4789, grad_norm: 4.9728 2020-10-02 05:50:29,966 - mmaction - INFO - Epoch [41][1620/1997] lr: 7.500e-04, eta: 1 day, 10:33:19, time: 1.085, data_time: 0.125, memory: 8350, top1_acc: 0.6635, top5_acc: 0.8578, loss_cls: 1.4318, loss: 1.4318, grad_norm: 4.9902 2020-10-02 05:50:50,505 - mmaction - INFO - Epoch [41][1640/1997] lr: 7.500e-04, eta: 1 day, 10:32:57, time: 1.027, data_time: 0.162, memory: 8350, top1_acc: 0.6552, top5_acc: 0.8562, loss_cls: 1.4101, loss: 1.4101, grad_norm: 4.9913 2020-10-02 05:51:13,064 - mmaction - INFO - Epoch [41][1660/1997] lr: 7.500e-04, eta: 1 day, 10:32:38, time: 1.128, data_time: 0.001, memory: 8350, top1_acc: 0.6565, top5_acc: 0.8607, loss_cls: 1.4094, loss: 1.4094, grad_norm: 4.9557 2020-10-02 05:51:34,669 - mmaction - INFO - Epoch [41][1680/1997] lr: 7.500e-04, eta: 1 day, 10:32:18, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6529, top5_acc: 0.8578, loss_cls: 1.4146, loss: 1.4146, grad_norm: 4.9206 2020-10-02 05:51:53,545 - mmaction - INFO - Epoch [41][1700/1997] lr: 7.500e-04, eta: 1 day, 10:31:54, time: 0.943, data_time: 0.001, memory: 8350, top1_acc: 0.6440, top5_acc: 0.8539, loss_cls: 1.4463, loss: 1.4463, grad_norm: 4.9640 2020-10-02 05:52:16,642 - mmaction - INFO - Epoch [41][1720/1997] lr: 7.500e-04, eta: 1 day, 10:31:36, time: 1.155, data_time: 0.002, memory: 8350, top1_acc: 0.6568, top5_acc: 0.8523, loss_cls: 1.4361, loss: 1.4361, grad_norm: 5.0487 2020-10-02 05:52:35,927 - mmaction - INFO - Epoch [41][1740/1997] lr: 7.500e-04, eta: 1 day, 10:31:12, time: 0.964, data_time: 0.002, memory: 8350, top1_acc: 0.6591, top5_acc: 0.8555, loss_cls: 1.4189, loss: 1.4189, grad_norm: 4.9659 2020-10-02 05:52:57,154 - mmaction - INFO - Epoch [41][1760/1997] lr: 7.500e-04, eta: 1 day, 10:30:51, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6534, top5_acc: 0.8492, loss_cls: 1.4266, loss: 1.4266, grad_norm: 4.9151 2020-10-02 05:53:18,238 - mmaction - INFO - Epoch [41][1780/1997] lr: 7.500e-04, eta: 1 day, 10:30:30, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.6560, top5_acc: 0.8474, loss_cls: 1.4544, loss: 1.4544, grad_norm: 4.9396 2020-10-02 05:53:39,662 - mmaction - INFO - Epoch [41][1800/1997] lr: 7.500e-04, eta: 1 day, 10:30:10, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6336, top5_acc: 0.8393, loss_cls: 1.5274, loss: 1.5274, grad_norm: 5.0848 2020-10-02 05:54:00,740 - mmaction - INFO - Epoch [41][1820/1997] lr: 7.500e-04, eta: 1 day, 10:29:49, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.6461, top5_acc: 0.8417, loss_cls: 1.5056, loss: 1.5056, grad_norm: 5.1584 2020-10-02 05:54:21,720 - mmaction - INFO - Epoch [41][1840/1997] lr: 7.500e-04, eta: 1 day, 10:29:28, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6458, top5_acc: 0.8557, loss_cls: 1.4436, loss: 1.4436, grad_norm: 5.0251 2020-10-02 05:54:42,366 - mmaction - INFO - Epoch [41][1860/1997] lr: 7.500e-04, eta: 1 day, 10:29:06, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6542, top5_acc: 0.8492, loss_cls: 1.4783, loss: 1.4783, grad_norm: 5.0116 2020-10-02 05:55:04,313 - mmaction - INFO - Epoch [41][1880/1997] lr: 7.500e-04, eta: 1 day, 10:28:46, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.6596, top5_acc: 0.8471, loss_cls: 1.4387, loss: 1.4387, grad_norm: 4.9389 2020-10-02 05:55:26,011 - mmaction - INFO - Epoch [41][1900/1997] lr: 7.500e-04, eta: 1 day, 10:28:26, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6547, top5_acc: 0.8549, loss_cls: 1.4480, loss: 1.4480, grad_norm: 5.0748 2020-10-02 05:55:45,310 - mmaction - INFO - Epoch [41][1920/1997] lr: 7.500e-04, eta: 1 day, 10:28:02, time: 0.965, data_time: 0.002, memory: 8350, top1_acc: 0.6544, top5_acc: 0.8521, loss_cls: 1.4551, loss: 1.4551, grad_norm: 4.9369 2020-10-02 05:56:07,928 - mmaction - INFO - Epoch [41][1940/1997] lr: 7.500e-04, eta: 1 day, 10:27:44, time: 1.130, data_time: 0.001, memory: 8350, top1_acc: 0.6659, top5_acc: 0.8589, loss_cls: 1.4148, loss: 1.4148, grad_norm: 5.0176 2020-10-02 05:56:29,801 - mmaction - INFO - Epoch [41][1960/1997] lr: 7.500e-04, eta: 1 day, 10:27:24, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6620, top5_acc: 0.8576, loss_cls: 1.4232, loss: 1.4232, grad_norm: 5.0817 2020-10-02 05:56:51,017 - mmaction - INFO - Epoch [41][1980/1997] lr: 7.500e-04, eta: 1 day, 10:27:03, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6615, top5_acc: 0.8568, loss_cls: 1.4169, loss: 1.4169, grad_norm: 5.0318 2020-10-02 05:57:08,639 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-10-02 05:57:54,002 - mmaction - INFO - Epoch [42][20/1997] lr: 7.500e-04, eta: 1 day, 10:26:32, time: 2.232, data_time: 1.141, memory: 8350, top1_acc: 0.6513, top5_acc: 0.8492, loss_cls: 1.4717, loss: 1.4717, grad_norm: 5.1058 2020-10-02 05:58:14,252 - mmaction - INFO - Epoch [42][40/1997] lr: 7.500e-04, eta: 1 day, 10:26:10, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6547, top5_acc: 0.8471, loss_cls: 1.4675, loss: 1.4675, grad_norm: 5.0909 2020-10-02 05:58:34,405 - mmaction - INFO - Epoch [42][60/1997] lr: 7.500e-04, eta: 1 day, 10:25:48, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.6576, top5_acc: 0.8497, loss_cls: 1.4385, loss: 1.4385, grad_norm: 4.9840 2020-10-02 05:58:56,347 - mmaction - INFO - Epoch [42][80/1997] lr: 7.500e-04, eta: 1 day, 10:25:28, time: 1.097, data_time: 0.001, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8521, loss_cls: 1.4200, loss: 1.4200, grad_norm: 4.9681 2020-10-02 05:59:17,286 - mmaction - INFO - Epoch [42][100/1997] lr: 7.500e-04, eta: 1 day, 10:25:07, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.6479, top5_acc: 0.8510, loss_cls: 1.4620, loss: 1.4620, grad_norm: 5.0401 2020-10-02 05:59:37,803 - mmaction - INFO - Epoch [42][120/1997] lr: 7.500e-04, eta: 1 day, 10:24:45, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8555, loss_cls: 1.4228, loss: 1.4228, grad_norm: 4.9542 2020-10-02 05:59:58,718 - mmaction - INFO - Epoch [42][140/1997] lr: 7.500e-04, eta: 1 day, 10:24:24, time: 1.047, data_time: 0.003, memory: 8350, top1_acc: 0.6521, top5_acc: 0.8458, loss_cls: 1.4389, loss: 1.4389, grad_norm: 5.1042 2020-10-02 06:00:19,260 - mmaction - INFO - Epoch [42][160/1997] lr: 7.500e-04, eta: 1 day, 10:24:02, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.6453, top5_acc: 0.8451, loss_cls: 1.4873, loss: 1.4873, grad_norm: 5.1348 2020-10-02 06:00:41,086 - mmaction - INFO - Epoch [42][180/1997] lr: 7.500e-04, eta: 1 day, 10:23:42, time: 1.092, data_time: 0.061, memory: 8350, top1_acc: 0.6643, top5_acc: 0.8542, loss_cls: 1.4157, loss: 1.4157, grad_norm: 4.9485 2020-10-02 06:01:02,592 - mmaction - INFO - Epoch [42][200/1997] lr: 7.500e-04, eta: 1 day, 10:23:22, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8646, loss_cls: 1.3695, loss: 1.3695, grad_norm: 4.8619 2020-10-02 06:01:23,026 - mmaction - INFO - Epoch [42][220/1997] lr: 7.500e-04, eta: 1 day, 10:23:00, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6539, top5_acc: 0.8505, loss_cls: 1.4557, loss: 1.4557, grad_norm: 4.9745 2020-10-02 06:01:44,061 - mmaction - INFO - Epoch [42][240/1997] lr: 7.500e-04, eta: 1 day, 10:22:39, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6659, top5_acc: 0.8633, loss_cls: 1.3743, loss: 1.3743, grad_norm: 4.9809 2020-10-02 06:02:05,301 - mmaction - INFO - Epoch [42][260/1997] lr: 7.500e-04, eta: 1 day, 10:22:18, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6615, top5_acc: 0.8602, loss_cls: 1.4013, loss: 1.4013, grad_norm: 4.9232 2020-10-02 06:02:25,436 - mmaction - INFO - Epoch [42][280/1997] lr: 7.500e-04, eta: 1 day, 10:21:55, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.6628, top5_acc: 0.8602, loss_cls: 1.4043, loss: 1.4043, grad_norm: 4.9941 2020-10-02 06:02:48,046 - mmaction - INFO - Epoch [42][300/1997] lr: 7.500e-04, eta: 1 day, 10:21:37, time: 1.130, data_time: 0.001, memory: 8350, top1_acc: 0.6544, top5_acc: 0.8542, loss_cls: 1.4462, loss: 1.4462, grad_norm: 4.9977 2020-10-02 06:03:08,819 - mmaction - INFO - Epoch [42][320/1997] lr: 7.500e-04, eta: 1 day, 10:21:15, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6513, top5_acc: 0.8523, loss_cls: 1.4536, loss: 1.4536, grad_norm: 5.0300 2020-10-02 06:03:29,308 - mmaction - INFO - Epoch [42][340/1997] lr: 7.500e-04, eta: 1 day, 10:20:53, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6578, top5_acc: 0.8576, loss_cls: 1.4424, loss: 1.4424, grad_norm: 5.0591 2020-10-02 06:03:50,365 - mmaction - INFO - Epoch [42][360/1997] lr: 7.500e-04, eta: 1 day, 10:20:32, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6576, top5_acc: 0.8539, loss_cls: 1.4425, loss: 1.4425, grad_norm: 5.0595 2020-10-02 06:04:13,187 - mmaction - INFO - Epoch [42][380/1997] lr: 7.500e-04, eta: 1 day, 10:20:14, time: 1.141, data_time: 0.002, memory: 8350, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4534, loss: 1.4534, grad_norm: 5.0922 2020-10-02 06:04:31,755 - mmaction - INFO - Epoch [42][400/1997] lr: 7.500e-04, eta: 1 day, 10:19:49, time: 0.929, data_time: 0.002, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8560, loss_cls: 1.3998, loss: 1.3998, grad_norm: 4.9529 2020-10-02 06:04:53,812 - mmaction - INFO - Epoch [42][420/1997] lr: 7.500e-04, eta: 1 day, 10:19:30, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.6685, top5_acc: 0.8560, loss_cls: 1.3996, loss: 1.3996, grad_norm: 4.9142 2020-10-02 06:05:14,841 - mmaction - INFO - Epoch [42][440/1997] lr: 7.500e-04, eta: 1 day, 10:19:08, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8591, loss_cls: 1.3755, loss: 1.3755, grad_norm: 4.9239 2020-10-02 06:05:36,026 - mmaction - INFO - Epoch [42][460/1997] lr: 7.500e-04, eta: 1 day, 10:18:48, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6604, top5_acc: 0.8523, loss_cls: 1.4189, loss: 1.4189, grad_norm: 4.9915 2020-10-02 06:05:57,586 - mmaction - INFO - Epoch [42][480/1997] lr: 7.500e-04, eta: 1 day, 10:18:27, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6487, top5_acc: 0.8471, loss_cls: 1.4761, loss: 1.4761, grad_norm: 5.0547 2020-10-02 06:06:18,235 - mmaction - INFO - Epoch [42][500/1997] lr: 7.500e-04, eta: 1 day, 10:18:06, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6685, top5_acc: 0.8568, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.0042 2020-10-02 06:06:38,497 - mmaction - INFO - Epoch [42][520/1997] lr: 7.500e-04, eta: 1 day, 10:17:43, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.6661, top5_acc: 0.8552, loss_cls: 1.4092, loss: 1.4092, grad_norm: 4.9378 2020-10-02 06:06:59,138 - mmaction - INFO - Epoch [42][540/1997] lr: 7.500e-04, eta: 1 day, 10:17:22, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8565, loss_cls: 1.3727, loss: 1.3727, grad_norm: 4.9897 2020-10-02 06:07:20,487 - mmaction - INFO - Epoch [42][560/1997] lr: 7.500e-04, eta: 1 day, 10:17:01, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6513, top5_acc: 0.8456, loss_cls: 1.4671, loss: 1.4671, grad_norm: 5.0378 2020-10-02 06:07:42,056 - mmaction - INFO - Epoch [42][580/1997] lr: 7.500e-04, eta: 1 day, 10:16:41, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8599, loss_cls: 1.3912, loss: 1.3912, grad_norm: 4.9549 2020-10-02 06:08:02,374 - mmaction - INFO - Epoch [42][600/1997] lr: 7.500e-04, eta: 1 day, 10:16:19, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6615, top5_acc: 0.8521, loss_cls: 1.4427, loss: 1.4427, grad_norm: 4.9563 2020-10-02 06:08:22,699 - mmaction - INFO - Epoch [42][620/1997] lr: 7.500e-04, eta: 1 day, 10:15:57, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.6599, top5_acc: 0.8542, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.0355 2020-10-02 06:08:44,388 - mmaction - INFO - Epoch [42][640/1997] lr: 7.500e-04, eta: 1 day, 10:15:37, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8581, loss_cls: 1.3886, loss: 1.3886, grad_norm: 4.9785 2020-10-02 06:09:05,032 - mmaction - INFO - Epoch [42][660/1997] lr: 7.500e-04, eta: 1 day, 10:15:15, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6484, top5_acc: 0.8490, loss_cls: 1.4947, loss: 1.4947, grad_norm: 5.1139 2020-10-02 06:09:25,406 - mmaction - INFO - Epoch [42][680/1997] lr: 7.500e-04, eta: 1 day, 10:14:53, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.4113, loss: 1.4113, grad_norm: 5.0626 2020-10-02 06:09:46,675 - mmaction - INFO - Epoch [42][700/1997] lr: 7.500e-04, eta: 1 day, 10:14:32, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6677, top5_acc: 0.8633, loss_cls: 1.3806, loss: 1.3806, grad_norm: 4.9450 2020-10-02 06:10:08,468 - mmaction - INFO - Epoch [42][720/1997] lr: 7.500e-04, eta: 1 day, 10:14:12, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6693, top5_acc: 0.8602, loss_cls: 1.3874, loss: 1.3874, grad_norm: 5.0189 2020-10-02 06:10:28,844 - mmaction - INFO - Epoch [42][740/1997] lr: 7.500e-04, eta: 1 day, 10:13:50, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.6648, top5_acc: 0.8495, loss_cls: 1.4277, loss: 1.4277, grad_norm: 5.0253 2020-10-02 06:10:50,663 - mmaction - INFO - Epoch [42][760/1997] lr: 7.500e-04, eta: 1 day, 10:13:30, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6604, top5_acc: 0.8542, loss_cls: 1.4179, loss: 1.4179, grad_norm: 4.9896 2020-10-02 06:11:11,991 - mmaction - INFO - Epoch [42][780/1997] lr: 7.500e-04, eta: 1 day, 10:13:10, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6651, top5_acc: 0.8622, loss_cls: 1.3989, loss: 1.3989, grad_norm: 5.0468 2020-10-02 06:11:32,009 - mmaction - INFO - Epoch [42][800/1997] lr: 7.500e-04, eta: 1 day, 10:12:47, time: 1.001, data_time: 0.001, memory: 8350, top1_acc: 0.6628, top5_acc: 0.8594, loss_cls: 1.3900, loss: 1.3900, grad_norm: 5.0389 2020-10-02 06:11:53,247 - mmaction - INFO - Epoch [42][820/1997] lr: 7.500e-04, eta: 1 day, 10:12:26, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.6682, top5_acc: 0.8589, loss_cls: 1.3806, loss: 1.3806, grad_norm: 4.9315 2020-10-02 06:12:14,559 - mmaction - INFO - Epoch [42][840/1997] lr: 7.500e-04, eta: 1 day, 10:12:06, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.6589, top5_acc: 0.8568, loss_cls: 1.4284, loss: 1.4284, grad_norm: 5.0519 2020-10-02 06:12:34,295 - mmaction - INFO - Epoch [42][860/1997] lr: 7.500e-04, eta: 1 day, 10:11:43, time: 0.986, data_time: 0.001, memory: 8350, top1_acc: 0.6630, top5_acc: 0.8625, loss_cls: 1.4157, loss: 1.4157, grad_norm: 5.0431 2020-10-02 06:12:55,638 - mmaction - INFO - Epoch [42][880/1997] lr: 7.500e-04, eta: 1 day, 10:11:22, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6651, top5_acc: 0.8589, loss_cls: 1.3852, loss: 1.3852, grad_norm: 5.0020 2020-10-02 06:13:17,366 - mmaction - INFO - Epoch [42][900/1997] lr: 7.500e-04, eta: 1 day, 10:11:02, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.6594, top5_acc: 0.8563, loss_cls: 1.4104, loss: 1.4104, grad_norm: 5.0522 2020-10-02 06:13:37,579 - mmaction - INFO - Epoch [42][920/1997] lr: 7.500e-04, eta: 1 day, 10:10:40, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.6589, top5_acc: 0.8544, loss_cls: 1.4302, loss: 1.4302, grad_norm: 5.0258 2020-10-02 06:13:58,921 - mmaction - INFO - Epoch [42][940/1997] lr: 7.500e-04, eta: 1 day, 10:10:19, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4458, loss: 1.4458, grad_norm: 5.1759 2020-10-02 06:14:20,983 - mmaction - INFO - Epoch [42][960/1997] lr: 7.500e-04, eta: 1 day, 10:09:59, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8620, loss_cls: 1.3729, loss: 1.3729, grad_norm: 5.0507 2020-10-02 06:14:40,770 - mmaction - INFO - Epoch [42][980/1997] lr: 7.500e-04, eta: 1 day, 10:09:37, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.6482, top5_acc: 0.8482, loss_cls: 1.4728, loss: 1.4728, grad_norm: 5.2136 2020-10-02 06:15:02,039 - mmaction - INFO - Epoch [42][1000/1997] lr: 7.500e-04, eta: 1 day, 10:09:16, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8589, loss_cls: 1.3815, loss: 1.3815, grad_norm: 4.9608 2020-10-02 06:15:22,998 - mmaction - INFO - Epoch [42][1020/1997] lr: 7.500e-04, eta: 1 day, 10:08:55, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6591, top5_acc: 0.8523, loss_cls: 1.4271, loss: 1.4271, grad_norm: 5.0638 2020-10-02 06:15:43,699 - mmaction - INFO - Epoch [42][1040/1997] lr: 7.500e-04, eta: 1 day, 10:08:33, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6578, top5_acc: 0.8612, loss_cls: 1.3954, loss: 1.3954, grad_norm: 5.1386 2020-10-02 06:16:05,308 - mmaction - INFO - Epoch [42][1060/1997] lr: 7.500e-04, eta: 1 day, 10:08:13, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.6620, top5_acc: 0.8565, loss_cls: 1.4234, loss: 1.4234, grad_norm: 5.0332 2020-10-02 06:16:26,869 - mmaction - INFO - Epoch [42][1080/1997] lr: 7.500e-04, eta: 1 day, 10:07:53, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6734, top5_acc: 0.8568, loss_cls: 1.3685, loss: 1.3685, grad_norm: 4.8616 2020-10-02 06:16:47,690 - mmaction - INFO - Epoch [42][1100/1997] lr: 7.500e-04, eta: 1 day, 10:07:31, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6659, top5_acc: 0.8544, loss_cls: 1.4365, loss: 1.4365, grad_norm: 5.0921 2020-10-02 06:17:08,390 - mmaction - INFO - Epoch [42][1120/1997] lr: 7.500e-04, eta: 1 day, 10:07:10, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.6591, top5_acc: 0.8617, loss_cls: 1.3953, loss: 1.3953, grad_norm: 5.1157 2020-10-02 06:17:28,826 - mmaction - INFO - Epoch [42][1140/1997] lr: 7.500e-04, eta: 1 day, 10:06:48, time: 1.020, data_time: 0.064, memory: 8350, top1_acc: 0.6375, top5_acc: 0.8437, loss_cls: 1.4619, loss: 1.4619, grad_norm: 5.1358 2020-10-02 06:17:50,415 - mmaction - INFO - Epoch [42][1160/1997] lr: 7.500e-04, eta: 1 day, 10:06:27, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6581, top5_acc: 0.8508, loss_cls: 1.4526, loss: 1.4526, grad_norm: 5.0696 2020-10-02 06:18:11,064 - mmaction - INFO - Epoch [42][1180/1997] lr: 7.500e-04, eta: 1 day, 10:06:06, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.6612, top5_acc: 0.8604, loss_cls: 1.3856, loss: 1.3856, grad_norm: 5.0167 2020-10-02 06:18:31,807 - mmaction - INFO - Epoch [42][1200/1997] lr: 7.500e-04, eta: 1 day, 10:05:44, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8630, loss_cls: 1.4007, loss: 1.4007, grad_norm: 4.9782 2020-10-02 06:18:52,402 - mmaction - INFO - Epoch [42][1220/1997] lr: 7.500e-04, eta: 1 day, 10:05:23, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6560, top5_acc: 0.8435, loss_cls: 1.4809, loss: 1.4809, grad_norm: 5.1808 2020-10-02 06:19:13,952 - mmaction - INFO - Epoch [42][1240/1997] lr: 7.500e-04, eta: 1 day, 10:05:02, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.6586, top5_acc: 0.8497, loss_cls: 1.4411, loss: 1.4411, grad_norm: 5.1187 2020-10-02 06:19:34,218 - mmaction - INFO - Epoch [42][1260/1997] lr: 7.500e-04, eta: 1 day, 10:04:40, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6620, top5_acc: 0.8539, loss_cls: 1.3870, loss: 1.3870, grad_norm: 5.0093 2020-10-02 06:19:54,814 - mmaction - INFO - Epoch [42][1280/1997] lr: 7.500e-04, eta: 1 day, 10:04:18, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3649, loss: 1.3649, grad_norm: 4.9037 2020-10-02 06:20:16,082 - mmaction - INFO - Epoch [42][1300/1997] lr: 7.500e-04, eta: 1 day, 10:03:58, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8542, loss_cls: 1.4125, loss: 1.4125, grad_norm: 5.1018 2020-10-02 06:20:37,036 - mmaction - INFO - Epoch [42][1320/1997] lr: 7.500e-04, eta: 1 day, 10:03:37, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.6471, top5_acc: 0.8547, loss_cls: 1.4874, loss: 1.4874, grad_norm: 5.2134 2020-10-02 06:20:58,196 - mmaction - INFO - Epoch [42][1340/1997] lr: 7.500e-04, eta: 1 day, 10:03:16, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3600, loss: 1.3600, grad_norm: 5.0334 2020-10-02 06:21:19,158 - mmaction - INFO - Epoch [42][1360/1997] lr: 7.500e-04, eta: 1 day, 10:02:54, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6536, top5_acc: 0.8539, loss_cls: 1.4438, loss: 1.4438, grad_norm: 5.1428 2020-10-02 06:21:39,463 - mmaction - INFO - Epoch [42][1380/1997] lr: 7.500e-04, eta: 1 day, 10:02:32, time: 1.015, data_time: 0.016, memory: 8350, top1_acc: 0.6516, top5_acc: 0.8456, loss_cls: 1.4796, loss: 1.4796, grad_norm: 5.1323 2020-10-02 06:22:01,097 - mmaction - INFO - Epoch [42][1400/1997] lr: 7.500e-04, eta: 1 day, 10:02:12, time: 1.082, data_time: 0.126, memory: 8350, top1_acc: 0.6549, top5_acc: 0.8518, loss_cls: 1.4491, loss: 1.4491, grad_norm: 5.1333 2020-10-02 06:22:21,860 - mmaction - INFO - Epoch [42][1420/1997] lr: 7.500e-04, eta: 1 day, 10:01:51, time: 1.038, data_time: 0.150, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8625, loss_cls: 1.3766, loss: 1.3766, grad_norm: 5.0020 2020-10-02 06:22:42,294 - mmaction - INFO - Epoch [42][1440/1997] lr: 7.500e-04, eta: 1 day, 10:01:29, time: 1.022, data_time: 0.115, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8581, loss_cls: 1.3861, loss: 1.3861, grad_norm: 5.0180 2020-10-02 06:23:03,524 - mmaction - INFO - Epoch [42][1460/1997] lr: 7.500e-04, eta: 1 day, 10:01:08, time: 1.061, data_time: 0.141, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8570, loss_cls: 1.4135, loss: 1.4135, grad_norm: 5.0443 2020-10-02 06:23:23,724 - mmaction - INFO - Epoch [42][1480/1997] lr: 7.500e-04, eta: 1 day, 10:00:46, time: 1.010, data_time: 0.239, memory: 8350, top1_acc: 0.6615, top5_acc: 0.8609, loss_cls: 1.3925, loss: 1.3925, grad_norm: 5.0724 2020-10-02 06:23:45,486 - mmaction - INFO - Epoch [42][1500/1997] lr: 7.500e-04, eta: 1 day, 10:00:26, time: 1.088, data_time: 0.369, memory: 8350, top1_acc: 0.6708, top5_acc: 0.8521, loss_cls: 1.4014, loss: 1.4014, grad_norm: 5.0364 2020-10-02 06:24:06,001 - mmaction - INFO - Epoch [42][1520/1997] lr: 7.500e-04, eta: 1 day, 10:00:04, time: 1.026, data_time: 0.118, memory: 8350, top1_acc: 0.6638, top5_acc: 0.8536, loss_cls: 1.4261, loss: 1.4261, grad_norm: 5.0190 2020-10-02 06:24:27,505 - mmaction - INFO - Epoch [42][1540/1997] lr: 7.500e-04, eta: 1 day, 9:59:44, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.6448, top5_acc: 0.8479, loss_cls: 1.4748, loss: 1.4748, grad_norm: 5.1699 2020-10-02 06:24:49,045 - mmaction - INFO - Epoch [42][1560/1997] lr: 7.500e-04, eta: 1 day, 9:59:23, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.6490, top5_acc: 0.8513, loss_cls: 1.4554, loss: 1.4554, grad_norm: 5.1017 2020-10-02 06:25:08,683 - mmaction - INFO - Epoch [42][1580/1997] lr: 7.500e-04, eta: 1 day, 9:59:00, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.6654, top5_acc: 0.8638, loss_cls: 1.3856, loss: 1.3856, grad_norm: 5.2260 2020-10-02 06:25:29,805 - mmaction - INFO - Epoch [42][1600/1997] lr: 7.500e-04, eta: 1 day, 9:58:39, time: 1.058, data_time: 0.003, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8674, loss_cls: 1.3559, loss: 1.3559, grad_norm: 5.0174 2020-10-02 06:25:50,490 - mmaction - INFO - Epoch [42][1620/1997] lr: 7.500e-04, eta: 1 day, 9:58:18, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.6573, top5_acc: 0.8469, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.1706 2020-10-02 06:26:11,730 - mmaction - INFO - Epoch [42][1640/1997] lr: 7.500e-04, eta: 1 day, 9:57:57, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8628, loss_cls: 1.4001, loss: 1.4001, grad_norm: 5.0693 2020-10-02 06:26:33,376 - mmaction - INFO - Epoch [42][1660/1997] lr: 7.500e-04, eta: 1 day, 9:57:37, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6461, top5_acc: 0.8523, loss_cls: 1.4555, loss: 1.4555, grad_norm: 5.1569 2020-10-02 06:26:54,030 - mmaction - INFO - Epoch [42][1680/1997] lr: 7.500e-04, eta: 1 day, 9:57:15, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6581, top5_acc: 0.8510, loss_cls: 1.4267, loss: 1.4267, grad_norm: 5.2349 2020-10-02 06:27:15,802 - mmaction - INFO - Epoch [42][1700/1997] lr: 7.500e-04, eta: 1 day, 9:56:55, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.6599, top5_acc: 0.8563, loss_cls: 1.4287, loss: 1.4287, grad_norm: 5.1118 2020-10-02 06:27:37,069 - mmaction - INFO - Epoch [42][1720/1997] lr: 7.500e-04, eta: 1 day, 9:56:34, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6565, top5_acc: 0.8518, loss_cls: 1.4497, loss: 1.4497, grad_norm: 5.1321 2020-10-02 06:27:58,163 - mmaction - INFO - Epoch [42][1740/1997] lr: 7.500e-04, eta: 1 day, 9:56:13, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.6638, top5_acc: 0.8573, loss_cls: 1.4087, loss: 1.4087, grad_norm: 5.1628 2020-10-02 06:28:18,713 - mmaction - INFO - Epoch [42][1760/1997] lr: 7.500e-04, eta: 1 day, 9:55:51, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.6688, top5_acc: 0.8609, loss_cls: 1.3969, loss: 1.3969, grad_norm: 5.1345 2020-10-02 06:28:39,924 - mmaction - INFO - Epoch [42][1780/1997] lr: 7.500e-04, eta: 1 day, 9:55:31, time: 1.061, data_time: 0.003, memory: 8350, top1_acc: 0.6654, top5_acc: 0.8529, loss_cls: 1.4200, loss: 1.4200, grad_norm: 5.1419 2020-10-02 06:29:00,942 - mmaction - INFO - Epoch [42][1800/1997] lr: 7.500e-04, eta: 1 day, 9:55:10, time: 1.052, data_time: 0.071, memory: 8350, top1_acc: 0.6518, top5_acc: 0.8534, loss_cls: 1.4300, loss: 1.4300, grad_norm: 5.0885 2020-10-02 06:29:21,757 - mmaction - INFO - Epoch [42][1820/1997] lr: 7.500e-04, eta: 1 day, 9:54:48, time: 1.040, data_time: 0.049, memory: 8350, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4646, loss: 1.4646, grad_norm: 5.0984 2020-10-02 06:29:43,515 - mmaction - INFO - Epoch [42][1840/1997] lr: 7.500e-04, eta: 1 day, 9:54:28, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.6643, top5_acc: 0.8513, loss_cls: 1.4271, loss: 1.4271, grad_norm: 5.0427 2020-10-02 06:30:03,548 - mmaction - INFO - Epoch [42][1860/1997] lr: 7.500e-04, eta: 1 day, 9:54:06, time: 1.000, data_time: 0.001, memory: 8350, top1_acc: 0.6630, top5_acc: 0.8615, loss_cls: 1.4078, loss: 1.4078, grad_norm: 5.1137 2020-10-02 06:30:24,055 - mmaction - INFO - Epoch [42][1880/1997] lr: 7.500e-04, eta: 1 day, 9:53:44, time: 1.026, data_time: 0.012, memory: 8350, top1_acc: 0.6589, top5_acc: 0.8536, loss_cls: 1.4015, loss: 1.4015, grad_norm: 5.1522 2020-10-02 06:30:45,345 - mmaction - INFO - Epoch [42][1900/1997] lr: 7.500e-04, eta: 1 day, 9:53:23, time: 1.065, data_time: 0.006, memory: 8350, top1_acc: 0.6633, top5_acc: 0.8638, loss_cls: 1.3844, loss: 1.3844, grad_norm: 5.0355 2020-10-02 06:31:08,129 - mmaction - INFO - Epoch [42][1920/1997] lr: 7.500e-04, eta: 1 day, 9:53:05, time: 1.139, data_time: 0.001, memory: 8350, top1_acc: 0.6693, top5_acc: 0.8594, loss_cls: 1.3847, loss: 1.3847, grad_norm: 5.0163 2020-10-02 06:31:27,480 - mmaction - INFO - Epoch [42][1940/1997] lr: 7.500e-04, eta: 1 day, 9:52:41, time: 0.967, data_time: 0.002, memory: 8350, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.4037, loss: 1.4037, grad_norm: 5.1668 2020-10-02 06:31:48,795 - mmaction - INFO - Epoch [42][1960/1997] lr: 7.500e-04, eta: 1 day, 9:52:20, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.6672, top5_acc: 0.8560, loss_cls: 1.4262, loss: 1.4262, grad_norm: 5.2296 2020-10-02 06:32:09,634 - mmaction - INFO - Epoch [42][1980/1997] lr: 7.500e-04, eta: 1 day, 9:51:59, time: 1.043, data_time: 0.003, memory: 8350, top1_acc: 0.6583, top5_acc: 0.8471, loss_cls: 1.4646, loss: 1.4646, grad_norm: 5.1490 2020-10-02 06:32:28,306 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-10-02 06:33:16,131 - mmaction - INFO - Epoch [43][20/1997] lr: 7.500e-04, eta: 1 day, 9:51:32, time: 2.376, data_time: 1.190, memory: 8350, top1_acc: 0.6667, top5_acc: 0.8594, loss_cls: 1.3907, loss: 1.3907, grad_norm: 5.1401 2020-10-02 06:33:37,999 - mmaction - INFO - Epoch [43][40/1997] lr: 7.500e-04, eta: 1 day, 9:51:12, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8557, loss_cls: 1.3794, loss: 1.3794, grad_norm: 4.9800 2020-10-02 06:33:57,550 - mmaction - INFO - Epoch [43][60/1997] lr: 7.500e-04, eta: 1 day, 9:50:49, time: 0.977, data_time: 0.001, memory: 8350, top1_acc: 0.6716, top5_acc: 0.8648, loss_cls: 1.3451, loss: 1.3451, grad_norm: 4.9586 2020-10-02 06:34:18,555 - mmaction - INFO - Epoch [43][80/1997] lr: 7.500e-04, eta: 1 day, 9:50:28, time: 1.050, data_time: 0.011, memory: 8350, top1_acc: 0.6656, top5_acc: 0.8604, loss_cls: 1.3881, loss: 1.3881, grad_norm: 4.9763 2020-10-02 06:34:41,410 - mmaction - INFO - Epoch [43][100/1997] lr: 7.500e-04, eta: 1 day, 9:50:09, time: 1.143, data_time: 0.002, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8630, loss_cls: 1.3658, loss: 1.3658, grad_norm: 5.0040 2020-10-02 06:35:01,038 - mmaction - INFO - Epoch [43][120/1997] lr: 7.500e-04, eta: 1 day, 9:49:46, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.6557, top5_acc: 0.8560, loss_cls: 1.4297, loss: 1.4297, grad_norm: 5.1814 2020-10-02 06:35:22,774 - mmaction - INFO - Epoch [43][140/1997] lr: 7.500e-04, eta: 1 day, 9:49:26, time: 1.088, data_time: 0.003, memory: 8350, top1_acc: 0.6682, top5_acc: 0.8427, loss_cls: 1.4252, loss: 1.4252, grad_norm: 5.1218 2020-10-02 06:35:44,321 - mmaction - INFO - Epoch [43][160/1997] lr: 7.500e-04, eta: 1 day, 9:49:06, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8667, loss_cls: 1.3597, loss: 1.3597, grad_norm: 5.0777 2020-10-02 06:36:06,381 - mmaction - INFO - Epoch [43][180/1997] lr: 7.500e-04, eta: 1 day, 9:48:46, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.6599, top5_acc: 0.8573, loss_cls: 1.4259, loss: 1.4259, grad_norm: 5.1709 2020-10-02 06:36:27,029 - mmaction - INFO - Epoch [43][200/1997] lr: 7.500e-04, eta: 1 day, 9:48:25, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6500, top5_acc: 0.8510, loss_cls: 1.4413, loss: 1.4413, grad_norm: 5.1394 2020-10-02 06:36:47,073 - mmaction - INFO - Epoch [43][220/1997] lr: 7.500e-04, eta: 1 day, 9:48:02, time: 1.002, data_time: 0.008, memory: 8350, top1_acc: 0.6685, top5_acc: 0.8625, loss_cls: 1.3647, loss: 1.3647, grad_norm: 4.9774 2020-10-02 06:37:08,258 - mmaction - INFO - Epoch [43][240/1997] lr: 7.500e-04, eta: 1 day, 9:47:41, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.6583, top5_acc: 0.8482, loss_cls: 1.4374, loss: 1.4374, grad_norm: 5.1467 2020-10-02 06:37:30,041 - mmaction - INFO - Epoch [43][260/1997] lr: 7.500e-04, eta: 1 day, 9:47:21, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.6773, top5_acc: 0.8628, loss_cls: 1.3559, loss: 1.3559, grad_norm: 5.0611 2020-10-02 06:37:51,922 - mmaction - INFO - Epoch [43][280/1997] lr: 7.500e-04, eta: 1 day, 9:47:01, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4295, loss: 1.4295, grad_norm: 5.1910 2020-10-02 06:38:13,433 - mmaction - INFO - Epoch [43][300/1997] lr: 7.500e-04, eta: 1 day, 9:46:41, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8552, loss_cls: 1.3580, loss: 1.3580, grad_norm: 5.0901 2020-10-02 06:38:32,992 - mmaction - INFO - Epoch [43][320/1997] lr: 7.500e-04, eta: 1 day, 9:46:18, time: 0.978, data_time: 0.002, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8620, loss_cls: 1.3677, loss: 1.3677, grad_norm: 5.0851 2020-10-02 06:38:54,550 - mmaction - INFO - Epoch [43][340/1997] lr: 7.500e-04, eta: 1 day, 9:45:57, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6583, top5_acc: 0.8555, loss_cls: 1.4080, loss: 1.4080, grad_norm: 5.1206 2020-10-02 06:39:15,524 - mmaction - INFO - Epoch [43][360/1997] lr: 7.500e-04, eta: 1 day, 9:45:36, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6659, top5_acc: 0.8495, loss_cls: 1.4224, loss: 1.4224, grad_norm: 5.0994 2020-10-02 06:39:36,490 - mmaction - INFO - Epoch [43][380/1997] lr: 7.500e-04, eta: 1 day, 9:45:15, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6576, top5_acc: 0.8487, loss_cls: 1.4289, loss: 1.4289, grad_norm: 5.1838 2020-10-02 06:39:57,912 - mmaction - INFO - Epoch [43][400/1997] lr: 7.500e-04, eta: 1 day, 9:44:54, time: 1.072, data_time: 0.003, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8547, loss_cls: 1.3911, loss: 1.3911, grad_norm: 5.0695 2020-10-02 06:40:20,422 - mmaction - INFO - Epoch [43][420/1997] lr: 7.500e-04, eta: 1 day, 9:44:35, time: 1.125, data_time: 0.002, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.4052, loss: 1.4052, grad_norm: 5.0927 2020-10-02 06:40:40,310 - mmaction - INFO - Epoch [43][440/1997] lr: 7.500e-04, eta: 1 day, 9:44:13, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.6469, top5_acc: 0.8518, loss_cls: 1.4221, loss: 1.4221, grad_norm: 5.1802 2020-10-02 06:41:02,517 - mmaction - INFO - Epoch [43][460/1997] lr: 7.500e-04, eta: 1 day, 9:43:53, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3994, loss: 1.3994, grad_norm: 5.0579 2020-10-02 06:41:23,869 - mmaction - INFO - Epoch [43][480/1997] lr: 7.500e-04, eta: 1 day, 9:43:33, time: 1.068, data_time: 0.003, memory: 8350, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.4131, loss: 1.4131, grad_norm: 5.0945 2020-10-02 06:41:43,409 - mmaction - INFO - Epoch [43][500/1997] lr: 7.500e-04, eta: 1 day, 9:43:10, time: 0.977, data_time: 0.040, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8568, loss_cls: 1.3929, loss: 1.3929, grad_norm: 5.0745 2020-10-02 06:42:04,054 - mmaction - INFO - Epoch [43][520/1997] lr: 7.500e-04, eta: 1 day, 9:42:48, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3930, loss: 1.3930, grad_norm: 5.1517 2020-10-02 06:42:26,641 - mmaction - INFO - Epoch [43][540/1997] lr: 7.500e-04, eta: 1 day, 9:42:29, time: 1.130, data_time: 0.002, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8586, loss_cls: 1.3883, loss: 1.3883, grad_norm: 5.1718 2020-10-02 06:42:46,187 - mmaction - INFO - Epoch [43][560/1997] lr: 7.500e-04, eta: 1 day, 9:42:06, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8568, loss_cls: 1.3687, loss: 1.3687, grad_norm: 5.0525 2020-10-02 06:43:07,023 - mmaction - INFO - Epoch [43][580/1997] lr: 7.500e-04, eta: 1 day, 9:41:45, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6581, top5_acc: 0.8536, loss_cls: 1.4140, loss: 1.4140, grad_norm: 5.1697 2020-10-02 06:43:29,157 - mmaction - INFO - Epoch [43][600/1997] lr: 7.500e-04, eta: 1 day, 9:41:25, time: 1.108, data_time: 0.003, memory: 8350, top1_acc: 0.6701, top5_acc: 0.8596, loss_cls: 1.3767, loss: 1.3767, grad_norm: 5.1636 2020-10-02 06:43:49,459 - mmaction - INFO - Epoch [43][620/1997] lr: 7.500e-04, eta: 1 day, 9:41:03, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8680, loss_cls: 1.3534, loss: 1.3534, grad_norm: 5.0411 2020-10-02 06:44:10,138 - mmaction - INFO - Epoch [43][640/1997] lr: 7.500e-04, eta: 1 day, 9:40:41, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.6591, top5_acc: 0.8555, loss_cls: 1.4096, loss: 1.4096, grad_norm: 5.2294 2020-10-02 06:44:31,372 - mmaction - INFO - Epoch [43][660/1997] lr: 7.500e-04, eta: 1 day, 9:40:21, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6654, top5_acc: 0.8607, loss_cls: 1.4120, loss: 1.4120, grad_norm: 5.0324 2020-10-02 06:44:53,005 - mmaction - INFO - Epoch [43][680/1997] lr: 7.500e-04, eta: 1 day, 9:40:00, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.6638, top5_acc: 0.8549, loss_cls: 1.4073, loss: 1.4073, grad_norm: 5.1666 2020-10-02 06:45:13,173 - mmaction - INFO - Epoch [43][700/1997] lr: 7.500e-04, eta: 1 day, 9:39:38, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8628, loss_cls: 1.3677, loss: 1.3677, grad_norm: 5.0592 2020-10-02 06:45:34,212 - mmaction - INFO - Epoch [43][720/1997] lr: 7.500e-04, eta: 1 day, 9:39:17, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3687, loss: 1.3687, grad_norm: 5.1064 2020-10-02 06:45:55,738 - mmaction - INFO - Epoch [43][740/1997] lr: 7.500e-04, eta: 1 day, 9:38:57, time: 1.077, data_time: 0.003, memory: 8350, top1_acc: 0.6581, top5_acc: 0.8471, loss_cls: 1.4569, loss: 1.4569, grad_norm: 5.2764 2020-10-02 06:46:15,493 - mmaction - INFO - Epoch [43][760/1997] lr: 7.500e-04, eta: 1 day, 9:38:34, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.6638, top5_acc: 0.8583, loss_cls: 1.4055, loss: 1.4055, grad_norm: 5.0777 2020-10-02 06:46:37,009 - mmaction - INFO - Epoch [43][780/1997] lr: 7.500e-04, eta: 1 day, 9:38:13, time: 1.076, data_time: 0.151, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8615, loss_cls: 1.3961, loss: 1.3961, grad_norm: 5.0629 2020-10-02 06:46:59,487 - mmaction - INFO - Epoch [43][800/1997] lr: 7.500e-04, eta: 1 day, 9:37:54, time: 1.124, data_time: 0.121, memory: 8350, top1_acc: 0.6630, top5_acc: 0.8549, loss_cls: 1.3992, loss: 1.3992, grad_norm: 5.0789 2020-10-02 06:47:20,220 - mmaction - INFO - Epoch [43][820/1997] lr: 7.500e-04, eta: 1 day, 9:37:33, time: 1.036, data_time: 0.084, memory: 8350, top1_acc: 0.6503, top5_acc: 0.8404, loss_cls: 1.4673, loss: 1.4673, grad_norm: 5.2550 2020-10-02 06:47:41,052 - mmaction - INFO - Epoch [43][840/1997] lr: 7.500e-04, eta: 1 day, 9:37:11, time: 1.042, data_time: 0.060, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8531, loss_cls: 1.4076, loss: 1.4076, grad_norm: 5.1393 2020-10-02 06:48:01,965 - mmaction - INFO - Epoch [43][860/1997] lr: 7.500e-04, eta: 1 day, 9:36:50, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6651, top5_acc: 0.8581, loss_cls: 1.3945, loss: 1.3945, grad_norm: 5.1203 2020-10-02 06:48:22,644 - mmaction - INFO - Epoch [43][880/1997] lr: 7.500e-04, eta: 1 day, 9:36:29, time: 1.034, data_time: 0.007, memory: 8350, top1_acc: 0.6557, top5_acc: 0.8589, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.2189 2020-10-02 06:48:43,904 - mmaction - INFO - Epoch [43][900/1997] lr: 7.500e-04, eta: 1 day, 9:36:08, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8589, loss_cls: 1.4268, loss: 1.4268, grad_norm: 5.1160 2020-10-02 06:49:05,743 - mmaction - INFO - Epoch [43][920/1997] lr: 7.500e-04, eta: 1 day, 9:35:48, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.6721, top5_acc: 0.8562, loss_cls: 1.3734, loss: 1.3734, grad_norm: 5.1440 2020-10-02 06:49:26,285 - mmaction - INFO - Epoch [43][940/1997] lr: 7.500e-04, eta: 1 day, 9:35:26, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.6701, top5_acc: 0.8578, loss_cls: 1.4129, loss: 1.4129, grad_norm: 5.1196 2020-10-02 06:49:46,074 - mmaction - INFO - Epoch [43][960/1997] lr: 7.500e-04, eta: 1 day, 9:35:03, time: 0.990, data_time: 0.063, memory: 8350, top1_acc: 0.6643, top5_acc: 0.8560, loss_cls: 1.4050, loss: 1.4050, grad_norm: 5.0932 2020-10-02 06:50:06,496 - mmaction - INFO - Epoch [43][980/1997] lr: 7.500e-04, eta: 1 day, 9:34:41, time: 1.020, data_time: 0.057, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8646, loss_cls: 1.3696, loss: 1.3696, grad_norm: 5.0361 2020-10-02 06:50:28,257 - mmaction - INFO - Epoch [43][1000/1997] lr: 7.500e-04, eta: 1 day, 9:34:21, time: 1.088, data_time: 0.184, memory: 8350, top1_acc: 0.6604, top5_acc: 0.8560, loss_cls: 1.3842, loss: 1.3842, grad_norm: 5.0500 2020-10-02 06:50:49,487 - mmaction - INFO - Epoch [43][1020/1997] lr: 7.500e-04, eta: 1 day, 9:34:01, time: 1.062, data_time: 0.046, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8669, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.9580 2020-10-02 06:51:10,642 - mmaction - INFO - Epoch [43][1040/1997] lr: 7.500e-04, eta: 1 day, 9:33:40, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.6578, top5_acc: 0.8526, loss_cls: 1.4080, loss: 1.4080, grad_norm: 5.2347 2020-10-02 06:51:31,971 - mmaction - INFO - Epoch [43][1060/1997] lr: 7.500e-04, eta: 1 day, 9:33:19, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6638, top5_acc: 0.8534, loss_cls: 1.3996, loss: 1.3996, grad_norm: 5.1066 2020-10-02 06:51:53,010 - mmaction - INFO - Epoch [43][1080/1997] lr: 7.500e-04, eta: 1 day, 9:32:58, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6609, top5_acc: 0.8604, loss_cls: 1.3958, loss: 1.3958, grad_norm: 5.1901 2020-10-02 06:52:13,396 - mmaction - INFO - Epoch [43][1100/1997] lr: 7.500e-04, eta: 1 day, 9:32:36, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8536, loss_cls: 1.4126, loss: 1.4126, grad_norm: 5.1885 2020-10-02 06:52:34,548 - mmaction - INFO - Epoch [43][1120/1997] lr: 7.500e-04, eta: 1 day, 9:32:15, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6734, top5_acc: 0.8622, loss_cls: 1.3505, loss: 1.3505, grad_norm: 5.0606 2020-10-02 06:52:55,455 - mmaction - INFO - Epoch [43][1140/1997] lr: 7.500e-04, eta: 1 day, 9:31:54, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6492, top5_acc: 0.8544, loss_cls: 1.4352, loss: 1.4352, grad_norm: 5.1956 2020-10-02 06:53:17,365 - mmaction - INFO - Epoch [43][1160/1997] lr: 7.500e-04, eta: 1 day, 9:31:34, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4489, loss: 1.4489, grad_norm: 5.1808 2020-10-02 06:53:39,432 - mmaction - INFO - Epoch [43][1180/1997] lr: 7.500e-04, eta: 1 day, 9:31:14, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.6667, top5_acc: 0.8531, loss_cls: 1.3979, loss: 1.3979, grad_norm: 5.1570 2020-10-02 06:53:59,662 - mmaction - INFO - Epoch [43][1200/1997] lr: 7.500e-04, eta: 1 day, 9:30:52, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.6620, top5_acc: 0.8500, loss_cls: 1.4278, loss: 1.4278, grad_norm: 5.2868 2020-10-02 06:54:19,923 - mmaction - INFO - Epoch [43][1220/1997] lr: 7.500e-04, eta: 1 day, 9:30:30, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.4036, loss: 1.4036, grad_norm: 5.2198 2020-10-02 06:54:42,561 - mmaction - INFO - Epoch [43][1240/1997] lr: 7.500e-04, eta: 1 day, 9:30:11, time: 1.132, data_time: 0.002, memory: 8350, top1_acc: 0.6630, top5_acc: 0.8576, loss_cls: 1.4241, loss: 1.4241, grad_norm: 5.1629 2020-10-02 06:55:01,657 - mmaction - INFO - Epoch [43][1260/1997] lr: 7.500e-04, eta: 1 day, 9:29:47, time: 0.954, data_time: 0.001, memory: 8350, top1_acc: 0.6630, top5_acc: 0.8622, loss_cls: 1.3945, loss: 1.3945, grad_norm: 5.2085 2020-10-02 06:55:24,046 - mmaction - INFO - Epoch [43][1280/1997] lr: 7.500e-04, eta: 1 day, 9:29:28, time: 1.119, data_time: 0.002, memory: 8350, top1_acc: 0.6622, top5_acc: 0.8484, loss_cls: 1.4221, loss: 1.4221, grad_norm: 5.1686 2020-10-02 06:55:46,543 - mmaction - INFO - Epoch [43][1300/1997] lr: 7.500e-04, eta: 1 day, 9:29:09, time: 1.126, data_time: 0.003, memory: 8350, top1_acc: 0.6542, top5_acc: 0.8628, loss_cls: 1.4229, loss: 1.4229, grad_norm: 5.3164 2020-10-02 06:56:06,739 - mmaction - INFO - Epoch [43][1320/1997] lr: 7.500e-04, eta: 1 day, 9:28:47, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.6604, top5_acc: 0.8529, loss_cls: 1.4125, loss: 1.4125, grad_norm: 5.1388 2020-10-02 06:56:27,716 - mmaction - INFO - Epoch [43][1340/1997] lr: 7.500e-04, eta: 1 day, 9:28:26, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6688, top5_acc: 0.8641, loss_cls: 1.3838, loss: 1.3838, grad_norm: 5.1238 2020-10-02 06:56:48,312 - mmaction - INFO - Epoch [43][1360/1997] lr: 7.500e-04, eta: 1 day, 9:28:04, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8641, loss_cls: 1.3727, loss: 1.3727, grad_norm: 5.1258 2020-10-02 06:57:08,830 - mmaction - INFO - Epoch [43][1380/1997] lr: 7.500e-04, eta: 1 day, 9:27:42, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8628, loss_cls: 1.3607, loss: 1.3607, grad_norm: 5.1942 2020-10-02 06:57:30,022 - mmaction - INFO - Epoch [43][1400/1997] lr: 7.500e-04, eta: 1 day, 9:27:21, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6565, top5_acc: 0.8492, loss_cls: 1.4344, loss: 1.4344, grad_norm: 5.2705 2020-10-02 06:57:51,301 - mmaction - INFO - Epoch [43][1420/1997] lr: 7.500e-04, eta: 1 day, 9:27:00, time: 1.063, data_time: 0.016, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8635, loss_cls: 1.3585, loss: 1.3585, grad_norm: 5.1127 2020-10-02 06:58:12,120 - mmaction - INFO - Epoch [43][1440/1997] lr: 7.500e-04, eta: 1 day, 9:26:39, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3626, loss: 1.3626, grad_norm: 5.1775 2020-10-02 06:58:32,389 - mmaction - INFO - Epoch [43][1460/1997] lr: 7.500e-04, eta: 1 day, 9:26:17, time: 1.012, data_time: 0.149, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8630, loss_cls: 1.3552, loss: 1.3552, grad_norm: 4.9893 2020-10-02 06:58:53,830 - mmaction - INFO - Epoch [43][1480/1997] lr: 7.500e-04, eta: 1 day, 9:25:56, time: 1.071, data_time: 0.441, memory: 8350, top1_acc: 0.6628, top5_acc: 0.8549, loss_cls: 1.4156, loss: 1.4156, grad_norm: 5.2107 2020-10-02 06:59:14,806 - mmaction - INFO - Epoch [43][1500/1997] lr: 7.500e-04, eta: 1 day, 9:25:35, time: 1.050, data_time: 0.363, memory: 8350, top1_acc: 0.6622, top5_acc: 0.8596, loss_cls: 1.4184, loss: 1.4184, grad_norm: 5.2595 2020-10-02 06:59:34,962 - mmaction - INFO - Epoch [43][1520/1997] lr: 7.500e-04, eta: 1 day, 9:25:13, time: 1.009, data_time: 0.270, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8549, loss_cls: 1.3857, loss: 1.3857, grad_norm: 5.0912 2020-10-02 06:59:56,936 - mmaction - INFO - Epoch [43][1540/1997] lr: 7.500e-04, eta: 1 day, 9:24:53, time: 1.099, data_time: 0.001, memory: 8350, top1_acc: 0.6628, top5_acc: 0.8570, loss_cls: 1.4333, loss: 1.4333, grad_norm: 5.2497 2020-10-02 07:00:17,984 - mmaction - INFO - Epoch [43][1560/1997] lr: 7.500e-04, eta: 1 day, 9:24:32, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6656, top5_acc: 0.8560, loss_cls: 1.4059, loss: 1.4059, grad_norm: 5.2712 2020-10-02 07:00:39,413 - mmaction - INFO - Epoch [43][1580/1997] lr: 7.500e-04, eta: 1 day, 9:24:12, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6570, top5_acc: 0.8427, loss_cls: 1.4380, loss: 1.4380, grad_norm: 5.2468 2020-10-02 07:01:00,982 - mmaction - INFO - Epoch [43][1600/1997] lr: 7.500e-04, eta: 1 day, 9:23:51, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.6549, top5_acc: 0.8497, loss_cls: 1.4309, loss: 1.4309, grad_norm: 5.2238 2020-10-02 07:01:21,251 - mmaction - INFO - Epoch [43][1620/1997] lr: 7.500e-04, eta: 1 day, 9:23:29, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8576, loss_cls: 1.3750, loss: 1.3750, grad_norm: 5.1229 2020-10-02 07:01:41,750 - mmaction - INFO - Epoch [43][1640/1997] lr: 7.500e-04, eta: 1 day, 9:23:07, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.6607, top5_acc: 0.8474, loss_cls: 1.4554, loss: 1.4554, grad_norm: 5.2234 2020-10-02 07:02:03,366 - mmaction - INFO - Epoch [43][1660/1997] lr: 7.500e-04, eta: 1 day, 9:22:47, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8591, loss_cls: 1.3706, loss: 1.3706, grad_norm: 5.1240 2020-10-02 07:02:23,072 - mmaction - INFO - Epoch [43][1680/1997] lr: 7.500e-04, eta: 1 day, 9:22:24, time: 0.984, data_time: 0.002, memory: 8350, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.4187, loss: 1.4187, grad_norm: 5.1658 2020-10-02 07:02:44,379 - mmaction - INFO - Epoch [43][1700/1997] lr: 7.500e-04, eta: 1 day, 9:22:04, time: 1.066, data_time: 0.003, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8628, loss_cls: 1.4073, loss: 1.4073, grad_norm: 5.1804 2020-10-02 07:03:06,455 - mmaction - INFO - Epoch [43][1720/1997] lr: 7.500e-04, eta: 1 day, 9:21:44, time: 1.104, data_time: 0.006, memory: 8350, top1_acc: 0.6659, top5_acc: 0.8549, loss_cls: 1.4114, loss: 1.4114, grad_norm: 5.1893 2020-10-02 07:03:27,020 - mmaction - INFO - Epoch [43][1740/1997] lr: 7.500e-04, eta: 1 day, 9:21:22, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8555, loss_cls: 1.3801, loss: 1.3801, grad_norm: 5.2274 2020-10-02 07:03:48,258 - mmaction - INFO - Epoch [43][1760/1997] lr: 7.500e-04, eta: 1 day, 9:21:01, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3740, loss: 1.3740, grad_norm: 5.1019 2020-10-02 07:04:09,167 - mmaction - INFO - Epoch [43][1780/1997] lr: 7.500e-04, eta: 1 day, 9:20:40, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6617, top5_acc: 0.8576, loss_cls: 1.4088, loss: 1.4088, grad_norm: 5.2408 2020-10-02 07:04:29,645 - mmaction - INFO - Epoch [43][1800/1997] lr: 7.500e-04, eta: 1 day, 9:20:18, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6573, top5_acc: 0.8461, loss_cls: 1.4370, loss: 1.4370, grad_norm: 5.3206 2020-10-02 07:04:51,412 - mmaction - INFO - Epoch [43][1820/1997] lr: 7.500e-04, eta: 1 day, 9:19:58, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.6474, top5_acc: 0.8464, loss_cls: 1.4523, loss: 1.4523, grad_norm: 5.3221 2020-10-02 07:05:11,696 - mmaction - INFO - Epoch [43][1840/1997] lr: 7.500e-04, eta: 1 day, 9:19:36, time: 1.015, data_time: 0.003, memory: 8350, top1_acc: 0.6612, top5_acc: 0.8641, loss_cls: 1.3886, loss: 1.3886, grad_norm: 5.1363 2020-10-02 07:05:32,350 - mmaction - INFO - Epoch [43][1860/1997] lr: 7.500e-04, eta: 1 day, 9:19:15, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6656, top5_acc: 0.8581, loss_cls: 1.3972, loss: 1.3972, grad_norm: 5.1069 2020-10-02 07:05:53,253 - mmaction - INFO - Epoch [43][1880/1997] lr: 7.500e-04, eta: 1 day, 9:18:53, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8612, loss_cls: 1.3472, loss: 1.3472, grad_norm: 5.1042 2020-10-02 07:06:15,099 - mmaction - INFO - Epoch [43][1900/1997] lr: 7.500e-04, eta: 1 day, 9:18:33, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8474, loss_cls: 1.3828, loss: 1.3828, grad_norm: 5.1579 2020-10-02 07:06:35,347 - mmaction - INFO - Epoch [43][1920/1997] lr: 7.500e-04, eta: 1 day, 9:18:11, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.6674, top5_acc: 0.8536, loss_cls: 1.4011, loss: 1.4011, grad_norm: 5.1664 2020-10-02 07:06:55,664 - mmaction - INFO - Epoch [43][1940/1997] lr: 7.500e-04, eta: 1 day, 9:17:49, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8604, loss_cls: 1.3786, loss: 1.3786, grad_norm: 5.1752 2020-10-02 07:07:16,571 - mmaction - INFO - Epoch [43][1960/1997] lr: 7.500e-04, eta: 1 day, 9:17:28, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.3344, loss: 1.3344, grad_norm: 5.0124 2020-10-02 07:07:36,706 - mmaction - INFO - Epoch [43][1980/1997] lr: 7.500e-04, eta: 1 day, 9:17:06, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.6651, top5_acc: 0.8487, loss_cls: 1.4521, loss: 1.4521, grad_norm: 5.2348 2020-10-02 07:07:56,224 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-10-02 07:08:43,479 - mmaction - INFO - Epoch [44][20/1997] lr: 7.500e-04, eta: 1 day, 9:16:37, time: 2.344, data_time: 1.415, memory: 8350, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3948, loss: 1.3948, grad_norm: 5.2020 2020-10-02 07:09:05,860 - mmaction - INFO - Epoch [44][40/1997] lr: 7.500e-04, eta: 1 day, 9:16:18, time: 1.119, data_time: 0.055, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8557, loss_cls: 1.3840, loss: 1.3840, grad_norm: 5.1901 2020-10-02 07:09:26,180 - mmaction - INFO - Epoch [44][60/1997] lr: 7.500e-04, eta: 1 day, 9:15:56, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8628, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.2631 2020-10-02 07:09:47,220 - mmaction - INFO - Epoch [44][80/1997] lr: 7.500e-04, eta: 1 day, 9:15:35, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6568, top5_acc: 0.8497, loss_cls: 1.4320, loss: 1.4320, grad_norm: 5.2352 2020-10-02 07:10:08,407 - mmaction - INFO - Epoch [44][100/1997] lr: 7.500e-04, eta: 1 day, 9:15:14, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3881, loss: 1.3881, grad_norm: 5.1296 2020-10-02 07:10:28,101 - mmaction - INFO - Epoch [44][120/1997] lr: 7.500e-04, eta: 1 day, 9:14:51, time: 0.985, data_time: 0.031, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8620, loss_cls: 1.3907, loss: 1.3907, grad_norm: 5.2065 2020-10-02 07:10:49,750 - mmaction - INFO - Epoch [44][140/1997] lr: 7.500e-04, eta: 1 day, 9:14:31, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.6674, top5_acc: 0.8664, loss_cls: 1.3540, loss: 1.3540, grad_norm: 5.1320 2020-10-02 07:11:11,305 - mmaction - INFO - Epoch [44][160/1997] lr: 7.500e-04, eta: 1 day, 9:14:11, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6659, top5_acc: 0.8591, loss_cls: 1.3624, loss: 1.3624, grad_norm: 5.1185 2020-10-02 07:11:31,974 - mmaction - INFO - Epoch [44][180/1997] lr: 7.500e-04, eta: 1 day, 9:13:49, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6701, top5_acc: 0.8607, loss_cls: 1.4016, loss: 1.4016, grad_norm: 5.2170 2020-10-02 07:11:52,883 - mmaction - INFO - Epoch [44][200/1997] lr: 7.500e-04, eta: 1 day, 9:13:28, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.6630, top5_acc: 0.8534, loss_cls: 1.3996, loss: 1.3996, grad_norm: 5.1931 2020-10-02 07:12:14,830 - mmaction - INFO - Epoch [44][220/1997] lr: 7.500e-04, eta: 1 day, 9:13:08, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3735, loss: 1.3735, grad_norm: 5.0797 2020-10-02 07:12:35,135 - mmaction - INFO - Epoch [44][240/1997] lr: 7.500e-04, eta: 1 day, 9:12:46, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6604, top5_acc: 0.8596, loss_cls: 1.3993, loss: 1.3993, grad_norm: 5.2637 2020-10-02 07:12:57,336 - mmaction - INFO - Epoch [44][260/1997] lr: 7.500e-04, eta: 1 day, 9:12:26, time: 1.110, data_time: 0.001, memory: 8350, top1_acc: 0.6693, top5_acc: 0.8531, loss_cls: 1.3798, loss: 1.3798, grad_norm: 5.1549 2020-10-02 07:13:17,408 - mmaction - INFO - Epoch [44][280/1997] lr: 7.500e-04, eta: 1 day, 9:12:04, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8615, loss_cls: 1.3841, loss: 1.3841, grad_norm: 5.1444 2020-10-02 07:13:37,903 - mmaction - INFO - Epoch [44][300/1997] lr: 7.500e-04, eta: 1 day, 9:11:42, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6701, top5_acc: 0.8669, loss_cls: 1.3425, loss: 1.3425, grad_norm: 5.1308 2020-10-02 07:13:59,753 - mmaction - INFO - Epoch [44][320/1997] lr: 7.500e-04, eta: 1 day, 9:11:22, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.6654, top5_acc: 0.8495, loss_cls: 1.4133, loss: 1.4133, grad_norm: 5.2744 2020-10-02 07:14:20,825 - mmaction - INFO - Epoch [44][340/1997] lr: 7.500e-04, eta: 1 day, 9:11:01, time: 1.053, data_time: 0.011, memory: 8350, top1_acc: 0.6674, top5_acc: 0.8573, loss_cls: 1.3958, loss: 1.3958, grad_norm: 5.1792 2020-10-02 07:14:41,166 - mmaction - INFO - Epoch [44][360/1997] lr: 7.500e-04, eta: 1 day, 9:10:39, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8612, loss_cls: 1.3843, loss: 1.3843, grad_norm: 5.1600 2020-10-02 07:15:02,656 - mmaction - INFO - Epoch [44][380/1997] lr: 7.500e-04, eta: 1 day, 9:10:19, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.6708, top5_acc: 0.8612, loss_cls: 1.3598, loss: 1.3598, grad_norm: 5.1068 2020-10-02 07:15:23,999 - mmaction - INFO - Epoch [44][400/1997] lr: 7.500e-04, eta: 1 day, 9:09:58, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6583, top5_acc: 0.8510, loss_cls: 1.4273, loss: 1.4273, grad_norm: 5.3285 2020-10-02 07:15:43,514 - mmaction - INFO - Epoch [44][420/1997] lr: 7.500e-04, eta: 1 day, 9:09:35, time: 0.975, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8589, loss_cls: 1.3754, loss: 1.3754, grad_norm: 5.1950 2020-10-02 07:16:04,621 - mmaction - INFO - Epoch [44][440/1997] lr: 7.500e-04, eta: 1 day, 9:09:14, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.4019, loss: 1.4019, grad_norm: 5.2810 2020-10-02 07:16:26,053 - mmaction - INFO - Epoch [44][460/1997] lr: 7.500e-04, eta: 1 day, 9:08:53, time: 1.073, data_time: 0.005, memory: 8350, top1_acc: 0.6680, top5_acc: 0.8549, loss_cls: 1.3859, loss: 1.3859, grad_norm: 5.2841 2020-10-02 07:16:48,082 - mmaction - INFO - Epoch [44][480/1997] lr: 7.500e-04, eta: 1 day, 9:08:34, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8549, loss_cls: 1.3736, loss: 1.3736, grad_norm: 5.1580 2020-10-02 07:17:08,182 - mmaction - INFO - Epoch [44][500/1997] lr: 7.500e-04, eta: 1 day, 9:08:11, time: 1.004, data_time: 0.001, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8661, loss_cls: 1.3635, loss: 1.3635, grad_norm: 5.2133 2020-10-02 07:17:29,387 - mmaction - INFO - Epoch [44][520/1997] lr: 7.500e-04, eta: 1 day, 9:07:50, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6661, top5_acc: 0.8573, loss_cls: 1.4143, loss: 1.4143, grad_norm: 5.2568 2020-10-02 07:17:49,882 - mmaction - INFO - Epoch [44][540/1997] lr: 7.500e-04, eta: 1 day, 9:07:29, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6716, top5_acc: 0.8641, loss_cls: 1.3447, loss: 1.3447, grad_norm: 5.1732 2020-10-02 07:18:10,849 - mmaction - INFO - Epoch [44][560/1997] lr: 7.500e-04, eta: 1 day, 9:07:07, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8680, loss_cls: 1.3638, loss: 1.3638, grad_norm: 5.1116 2020-10-02 07:18:31,966 - mmaction - INFO - Epoch [44][580/1997] lr: 7.500e-04, eta: 1 day, 9:06:47, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8570, loss_cls: 1.3945, loss: 1.3945, grad_norm: 5.2438 2020-10-02 07:18:52,124 - mmaction - INFO - Epoch [44][600/1997] lr: 7.500e-04, eta: 1 day, 9:06:24, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8758, loss_cls: 1.3176, loss: 1.3176, grad_norm: 5.1192 2020-10-02 07:19:13,983 - mmaction - INFO - Epoch [44][620/1997] lr: 7.500e-04, eta: 1 day, 9:06:04, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8612, loss_cls: 1.3666, loss: 1.3666, grad_norm: 5.1580 2020-10-02 07:19:34,460 - mmaction - INFO - Epoch [44][640/1997] lr: 7.500e-04, eta: 1 day, 9:05:42, time: 1.024, data_time: 0.170, memory: 8350, top1_acc: 0.6685, top5_acc: 0.8560, loss_cls: 1.4083, loss: 1.4083, grad_norm: 5.2573 2020-10-02 07:19:56,365 - mmaction - INFO - Epoch [44][660/1997] lr: 7.500e-04, eta: 1 day, 9:05:23, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3914, loss: 1.3914, grad_norm: 5.1473 2020-10-02 07:20:17,761 - mmaction - INFO - Epoch [44][680/1997] lr: 7.500e-04, eta: 1 day, 9:05:02, time: 1.070, data_time: 0.013, memory: 8350, top1_acc: 0.6544, top5_acc: 0.8526, loss_cls: 1.4287, loss: 1.4287, grad_norm: 5.2751 2020-10-02 07:20:37,980 - mmaction - INFO - Epoch [44][700/1997] lr: 7.500e-04, eta: 1 day, 9:04:40, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.6643, top5_acc: 0.8594, loss_cls: 1.3862, loss: 1.3862, grad_norm: 5.3103 2020-10-02 07:20:59,589 - mmaction - INFO - Epoch [44][720/1997] lr: 7.500e-04, eta: 1 day, 9:04:19, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8721, loss_cls: 1.3301, loss: 1.3301, grad_norm: 5.0704 2020-10-02 07:21:20,421 - mmaction - INFO - Epoch [44][740/1997] lr: 7.500e-04, eta: 1 day, 9:03:58, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6776, top5_acc: 0.8630, loss_cls: 1.3581, loss: 1.3581, grad_norm: 5.0920 2020-10-02 07:21:40,768 - mmaction - INFO - Epoch [44][760/1997] lr: 7.500e-04, eta: 1 day, 9:03:36, time: 1.017, data_time: 0.020, memory: 8350, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3986, loss: 1.3986, grad_norm: 5.1923 2020-10-02 07:22:01,788 - mmaction - INFO - Epoch [44][780/1997] lr: 7.500e-04, eta: 1 day, 9:03:15, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6635, top5_acc: 0.8555, loss_cls: 1.3939, loss: 1.3939, grad_norm: 5.2101 2020-10-02 07:22:22,220 - mmaction - INFO - Epoch [44][800/1997] lr: 7.500e-04, eta: 1 day, 9:02:53, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.6693, top5_acc: 0.8589, loss_cls: 1.3553, loss: 1.3553, grad_norm: 5.0958 2020-10-02 07:22:44,523 - mmaction - INFO - Epoch [44][820/1997] lr: 7.500e-04, eta: 1 day, 9:02:34, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8638, loss_cls: 1.3620, loss: 1.3620, grad_norm: 5.1774 2020-10-02 07:23:04,809 - mmaction - INFO - Epoch [44][840/1997] lr: 7.500e-04, eta: 1 day, 9:02:12, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6651, top5_acc: 0.8586, loss_cls: 1.3887, loss: 1.3887, grad_norm: 5.2191 2020-10-02 07:23:25,600 - mmaction - INFO - Epoch [44][860/1997] lr: 7.500e-04, eta: 1 day, 9:01:50, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8581, loss_cls: 1.3768, loss: 1.3768, grad_norm: 5.3446 2020-10-02 07:23:45,925 - mmaction - INFO - Epoch [44][880/1997] lr: 7.500e-04, eta: 1 day, 9:01:28, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6729, top5_acc: 0.8622, loss_cls: 1.3770, loss: 1.3770, grad_norm: 5.1839 2020-10-02 07:24:06,887 - mmaction - INFO - Epoch [44][900/1997] lr: 7.500e-04, eta: 1 day, 9:01:07, time: 1.049, data_time: 0.008, memory: 8350, top1_acc: 0.6729, top5_acc: 0.8708, loss_cls: 1.3547, loss: 1.3547, grad_norm: 5.1850 2020-10-02 07:24:28,142 - mmaction - INFO - Epoch [44][920/1997] lr: 7.500e-04, eta: 1 day, 9:00:46, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8573, loss_cls: 1.3932, loss: 1.3932, grad_norm: 5.1952 2020-10-02 07:24:48,266 - mmaction - INFO - Epoch [44][940/1997] lr: 7.500e-04, eta: 1 day, 9:00:24, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8635, loss_cls: 1.3528, loss: 1.3528, grad_norm: 5.2089 2020-10-02 07:25:10,040 - mmaction - INFO - Epoch [44][960/1997] lr: 7.500e-04, eta: 1 day, 9:00:04, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6682, top5_acc: 0.8583, loss_cls: 1.3945, loss: 1.3945, grad_norm: 5.2350 2020-10-02 07:25:31,202 - mmaction - INFO - Epoch [44][980/1997] lr: 7.500e-04, eta: 1 day, 8:59:43, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6635, top5_acc: 0.8539, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.2966 2020-10-02 07:25:52,989 - mmaction - INFO - Epoch [44][1000/1997] lr: 7.500e-04, eta: 1 day, 8:59:23, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8594, loss_cls: 1.3497, loss: 1.3497, grad_norm: 5.1650 2020-10-02 07:26:12,493 - mmaction - INFO - Epoch [44][1020/1997] lr: 7.500e-04, eta: 1 day, 8:59:00, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8630, loss_cls: 1.3831, loss: 1.3831, grad_norm: 5.1695 2020-10-02 07:26:33,649 - mmaction - INFO - Epoch [44][1040/1997] lr: 7.500e-04, eta: 1 day, 8:58:39, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8615, loss_cls: 1.3819, loss: 1.3819, grad_norm: 5.0967 2020-10-02 07:26:56,083 - mmaction - INFO - Epoch [44][1060/1997] lr: 7.500e-04, eta: 1 day, 8:58:20, time: 1.121, data_time: 0.001, memory: 8350, top1_acc: 0.6664, top5_acc: 0.8581, loss_cls: 1.3833, loss: 1.3833, grad_norm: 5.2219 2020-10-02 07:27:15,466 - mmaction - INFO - Epoch [44][1080/1997] lr: 7.500e-04, eta: 1 day, 8:57:57, time: 0.970, data_time: 0.003, memory: 8350, top1_acc: 0.6654, top5_acc: 0.8479, loss_cls: 1.4188, loss: 1.4188, grad_norm: 5.3129 2020-10-02 07:27:36,921 - mmaction - INFO - Epoch [44][1100/1997] lr: 7.500e-04, eta: 1 day, 8:57:36, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6617, top5_acc: 0.8565, loss_cls: 1.3816, loss: 1.3816, grad_norm: 5.2712 2020-10-02 07:27:57,724 - mmaction - INFO - Epoch [44][1120/1997] lr: 7.500e-04, eta: 1 day, 8:57:15, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8633, loss_cls: 1.3650, loss: 1.3650, grad_norm: 5.2152 2020-10-02 07:28:18,832 - mmaction - INFO - Epoch [44][1140/1997] lr: 7.500e-04, eta: 1 day, 8:56:54, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8617, loss_cls: 1.3597, loss: 1.3597, grad_norm: 5.1871 2020-10-02 07:28:40,169 - mmaction - INFO - Epoch [44][1160/1997] lr: 7.500e-04, eta: 1 day, 8:56:33, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6581, top5_acc: 0.8526, loss_cls: 1.4244, loss: 1.4244, grad_norm: 5.3207 2020-10-02 07:29:01,083 - mmaction - INFO - Epoch [44][1180/1997] lr: 7.500e-04, eta: 1 day, 8:56:12, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8664, loss_cls: 1.3545, loss: 1.3545, grad_norm: 5.2199 2020-10-02 07:29:20,840 - mmaction - INFO - Epoch [44][1200/1997] lr: 7.500e-04, eta: 1 day, 8:55:49, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8628, loss_cls: 1.3391, loss: 1.3391, grad_norm: 5.1141 2020-10-02 07:29:43,085 - mmaction - INFO - Epoch [44][1220/1997] lr: 7.500e-04, eta: 1 day, 8:55:30, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.6656, top5_acc: 0.8615, loss_cls: 1.3925, loss: 1.3925, grad_norm: 5.1809 2020-10-02 07:30:03,925 - mmaction - INFO - Epoch [44][1240/1997] lr: 7.500e-04, eta: 1 day, 8:55:08, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8565, loss_cls: 1.4014, loss: 1.4014, grad_norm: 5.2442 2020-10-02 07:30:24,105 - mmaction - INFO - Epoch [44][1260/1997] lr: 7.500e-04, eta: 1 day, 8:54:46, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8654, loss_cls: 1.3420, loss: 1.3420, grad_norm: 5.0837 2020-10-02 07:30:46,310 - mmaction - INFO - Epoch [44][1280/1997] lr: 7.500e-04, eta: 1 day, 8:54:26, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.6708, top5_acc: 0.8497, loss_cls: 1.4014, loss: 1.4014, grad_norm: 5.1458 2020-10-02 07:31:08,768 - mmaction - INFO - Epoch [44][1300/1997] lr: 7.500e-04, eta: 1 day, 8:54:07, time: 1.122, data_time: 0.002, memory: 8350, top1_acc: 0.6674, top5_acc: 0.8565, loss_cls: 1.4068, loss: 1.4068, grad_norm: 5.2621 2020-10-02 07:31:28,224 - mmaction - INFO - Epoch [44][1320/1997] lr: 7.500e-04, eta: 1 day, 8:53:44, time: 0.973, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8617, loss_cls: 1.3425, loss: 1.3425, grad_norm: 5.1489 2020-10-02 07:31:49,237 - mmaction - INFO - Epoch [44][1340/1997] lr: 7.500e-04, eta: 1 day, 8:53:23, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8607, loss_cls: 1.3644, loss: 1.3644, grad_norm: 5.2083 2020-10-02 07:32:11,038 - mmaction - INFO - Epoch [44][1360/1997] lr: 7.500e-04, eta: 1 day, 8:53:03, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8643, loss_cls: 1.3503, loss: 1.3503, grad_norm: 5.1120 2020-10-02 07:32:31,469 - mmaction - INFO - Epoch [44][1380/1997] lr: 7.500e-04, eta: 1 day, 8:52:41, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6674, top5_acc: 0.8565, loss_cls: 1.3852, loss: 1.3852, grad_norm: 5.2097 2020-10-02 07:32:53,638 - mmaction - INFO - Epoch [44][1400/1997] lr: 7.500e-04, eta: 1 day, 8:52:21, time: 1.108, data_time: 0.001, memory: 8350, top1_acc: 0.6617, top5_acc: 0.8604, loss_cls: 1.3694, loss: 1.3694, grad_norm: 5.1727 2020-10-02 07:33:15,452 - mmaction - INFO - Epoch [44][1420/1997] lr: 7.500e-04, eta: 1 day, 8:52:01, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.6719, top5_acc: 0.8568, loss_cls: 1.3753, loss: 1.3753, grad_norm: 5.1619 2020-10-02 07:33:34,554 - mmaction - INFO - Epoch [44][1440/1997] lr: 7.500e-04, eta: 1 day, 8:51:38, time: 0.955, data_time: 0.002, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8581, loss_cls: 1.3693, loss: 1.3693, grad_norm: 5.1220 2020-10-02 07:33:55,359 - mmaction - INFO - Epoch [44][1460/1997] lr: 7.500e-04, eta: 1 day, 8:51:16, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6719, top5_acc: 0.8599, loss_cls: 1.3886, loss: 1.3886, grad_norm: 5.1776 2020-10-02 07:34:16,684 - mmaction - INFO - Epoch [44][1480/1997] lr: 7.500e-04, eta: 1 day, 8:50:56, time: 1.065, data_time: 0.007, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8630, loss_cls: 1.3375, loss: 1.3375, grad_norm: 5.1903 2020-10-02 07:34:36,571 - mmaction - INFO - Epoch [44][1500/1997] lr: 7.500e-04, eta: 1 day, 8:50:33, time: 0.995, data_time: 0.020, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8674, loss_cls: 1.3271, loss: 1.3271, grad_norm: 5.1354 2020-10-02 07:34:57,679 - mmaction - INFO - Epoch [44][1520/1997] lr: 7.500e-04, eta: 1 day, 8:50:12, time: 1.055, data_time: 0.015, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8599, loss_cls: 1.3856, loss: 1.3856, grad_norm: 5.1789 2020-10-02 07:35:18,608 - mmaction - INFO - Epoch [44][1540/1997] lr: 7.500e-04, eta: 1 day, 8:49:51, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6656, top5_acc: 0.8549, loss_cls: 1.3906, loss: 1.3906, grad_norm: 5.2961 2020-10-02 07:35:40,025 - mmaction - INFO - Epoch [44][1560/1997] lr: 7.500e-04, eta: 1 day, 8:49:30, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.4186, loss: 1.4186, grad_norm: 5.3237 2020-10-02 07:36:00,832 - mmaction - INFO - Epoch [44][1580/1997] lr: 7.500e-04, eta: 1 day, 8:49:09, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3696, loss: 1.3696, grad_norm: 5.2222 2020-10-02 07:36:22,253 - mmaction - INFO - Epoch [44][1600/1997] lr: 7.500e-04, eta: 1 day, 8:48:49, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8625, loss_cls: 1.3456, loss: 1.3456, grad_norm: 5.1856 2020-10-02 07:36:42,900 - mmaction - INFO - Epoch [44][1620/1997] lr: 7.500e-04, eta: 1 day, 8:48:27, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.4139, loss: 1.4139, grad_norm: 5.2728 2020-10-02 07:37:03,613 - mmaction - INFO - Epoch [44][1640/1997] lr: 7.500e-04, eta: 1 day, 8:48:05, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8609, loss_cls: 1.3500, loss: 1.3500, grad_norm: 5.1300 2020-10-02 07:37:25,235 - mmaction - INFO - Epoch [44][1660/1997] lr: 7.500e-04, eta: 1 day, 8:47:45, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8656, loss_cls: 1.3623, loss: 1.3623, grad_norm: 5.2139 2020-10-02 07:37:45,596 - mmaction - INFO - Epoch [44][1680/1997] lr: 7.500e-04, eta: 1 day, 8:47:23, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.6646, top5_acc: 0.8539, loss_cls: 1.4251, loss: 1.4251, grad_norm: 5.4363 2020-10-02 07:38:05,585 - mmaction - INFO - Epoch [44][1700/1997] lr: 7.500e-04, eta: 1 day, 8:47:01, time: 1.001, data_time: 0.005, memory: 8350, top1_acc: 0.6607, top5_acc: 0.8573, loss_cls: 1.3818, loss: 1.3818, grad_norm: 5.2914 2020-10-02 07:38:26,385 - mmaction - INFO - Epoch [44][1720/1997] lr: 7.500e-04, eta: 1 day, 8:46:39, time: 1.040, data_time: 0.139, memory: 8350, top1_acc: 0.6643, top5_acc: 0.8565, loss_cls: 1.3989, loss: 1.3989, grad_norm: 5.2698 2020-10-02 07:38:47,211 - mmaction - INFO - Epoch [44][1740/1997] lr: 7.500e-04, eta: 1 day, 8:46:18, time: 1.041, data_time: 0.106, memory: 8350, top1_acc: 0.6677, top5_acc: 0.8602, loss_cls: 1.3640, loss: 1.3640, grad_norm: 5.1937 2020-10-02 07:39:08,006 - mmaction - INFO - Epoch [44][1760/1997] lr: 7.500e-04, eta: 1 day, 8:45:57, time: 1.040, data_time: 0.173, memory: 8350, top1_acc: 0.6633, top5_acc: 0.8615, loss_cls: 1.3898, loss: 1.3898, grad_norm: 5.2612 2020-10-02 07:39:28,465 - mmaction - INFO - Epoch [44][1780/1997] lr: 7.500e-04, eta: 1 day, 8:45:35, time: 1.023, data_time: 0.072, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8549, loss_cls: 1.3892, loss: 1.3892, grad_norm: 5.1785 2020-10-02 07:39:49,672 - mmaction - INFO - Epoch [44][1800/1997] lr: 7.500e-04, eta: 1 day, 8:45:14, time: 1.061, data_time: 0.015, memory: 8350, top1_acc: 0.6622, top5_acc: 0.8526, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.3026 2020-10-02 07:40:10,634 - mmaction - INFO - Epoch [44][1820/1997] lr: 7.500e-04, eta: 1 day, 8:44:53, time: 1.048, data_time: 0.030, memory: 8350, top1_acc: 0.6661, top5_acc: 0.8547, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.1938 2020-10-02 07:40:31,362 - mmaction - INFO - Epoch [44][1840/1997] lr: 7.500e-04, eta: 1 day, 8:44:31, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3977, loss: 1.3977, grad_norm: 5.2858 2020-10-02 07:40:53,054 - mmaction - INFO - Epoch [44][1860/1997] lr: 7.500e-04, eta: 1 day, 8:44:11, time: 1.085, data_time: 0.046, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3621, loss: 1.3621, grad_norm: 5.1987 2020-10-02 07:41:13,156 - mmaction - INFO - Epoch [44][1880/1997] lr: 7.500e-04, eta: 1 day, 8:43:49, time: 1.005, data_time: 0.027, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8581, loss_cls: 1.3766, loss: 1.3766, grad_norm: 5.1781 2020-10-02 07:41:33,423 - mmaction - INFO - Epoch [44][1900/1997] lr: 7.500e-04, eta: 1 day, 8:43:27, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.6646, top5_acc: 0.8539, loss_cls: 1.4062, loss: 1.4062, grad_norm: 5.2520 2020-10-02 07:41:55,011 - mmaction - INFO - Epoch [44][1920/1997] lr: 7.500e-04, eta: 1 day, 8:43:06, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6682, top5_acc: 0.8641, loss_cls: 1.3717, loss: 1.3717, grad_norm: 5.2183 2020-10-02 07:42:14,636 - mmaction - INFO - Epoch [44][1940/1997] lr: 7.500e-04, eta: 1 day, 8:42:44, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8570, loss_cls: 1.3897, loss: 1.3897, grad_norm: 5.2293 2020-10-02 07:42:37,511 - mmaction - INFO - Epoch [44][1960/1997] lr: 7.500e-04, eta: 1 day, 8:42:25, time: 1.143, data_time: 0.002, memory: 8350, top1_acc: 0.6656, top5_acc: 0.8542, loss_cls: 1.3819, loss: 1.3819, grad_norm: 5.2435 2020-10-02 07:42:59,955 - mmaction - INFO - Epoch [44][1980/1997] lr: 7.500e-04, eta: 1 day, 8:42:06, time: 1.122, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8724, loss_cls: 1.3167, loss: 1.3167, grad_norm: 5.2032 2020-10-02 07:43:17,044 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-10-02 07:44:01,588 - mmaction - INFO - Epoch [45][20/1997] lr: 7.500e-04, eta: 1 day, 8:41:33, time: 2.211, data_time: 1.201, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8651, loss_cls: 1.3558, loss: 1.3558, grad_norm: 5.2253 2020-10-02 07:44:23,997 - mmaction - INFO - Epoch [45][40/1997] lr: 7.500e-04, eta: 1 day, 8:41:14, time: 1.121, data_time: 0.059, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8716, loss_cls: 1.3446, loss: 1.3446, grad_norm: 5.2995 2020-10-02 07:44:43,025 - mmaction - INFO - Epoch [45][60/1997] lr: 7.500e-04, eta: 1 day, 8:40:50, time: 0.952, data_time: 0.005, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8693, loss_cls: 1.3181, loss: 1.3181, grad_norm: 5.0746 2020-10-02 07:45:03,895 - mmaction - INFO - Epoch [45][80/1997] lr: 7.500e-04, eta: 1 day, 8:40:29, time: 1.043, data_time: 0.012, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8682, loss_cls: 1.3554, loss: 1.3554, grad_norm: 5.3123 2020-10-02 07:45:25,816 - mmaction - INFO - Epoch [45][100/1997] lr: 7.500e-04, eta: 1 day, 8:40:09, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.6693, top5_acc: 0.8596, loss_cls: 1.3615, loss: 1.3615, grad_norm: 5.2030 2020-10-02 07:45:46,916 - mmaction - INFO - Epoch [45][120/1997] lr: 7.500e-04, eta: 1 day, 8:39:48, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8755, loss_cls: 1.2947, loss: 1.2947, grad_norm: 5.1364 2020-10-02 07:46:08,637 - mmaction - INFO - Epoch [45][140/1997] lr: 7.500e-04, eta: 1 day, 8:39:28, time: 1.086, data_time: 0.001, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8539, loss_cls: 1.3676, loss: 1.3676, grad_norm: 5.1364 2020-10-02 07:46:28,200 - mmaction - INFO - Epoch [45][160/1997] lr: 7.500e-04, eta: 1 day, 8:39:05, time: 0.978, data_time: 0.001, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8560, loss_cls: 1.3584, loss: 1.3584, grad_norm: 5.1626 2020-10-02 07:46:49,764 - mmaction - INFO - Epoch [45][180/1997] lr: 7.500e-04, eta: 1 day, 8:38:45, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.6737, top5_acc: 0.8609, loss_cls: 1.3771, loss: 1.3771, grad_norm: 5.2023 2020-10-02 07:47:10,458 - mmaction - INFO - Epoch [45][200/1997] lr: 7.500e-04, eta: 1 day, 8:38:23, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6599, top5_acc: 0.8482, loss_cls: 1.4317, loss: 1.4317, grad_norm: 5.4160 2020-10-02 07:47:32,322 - mmaction - INFO - Epoch [45][220/1997] lr: 7.500e-04, eta: 1 day, 8:38:03, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6701, top5_acc: 0.8560, loss_cls: 1.4080, loss: 1.4080, grad_norm: 5.3128 2020-10-02 07:47:52,316 - mmaction - INFO - Epoch [45][240/1997] lr: 7.500e-04, eta: 1 day, 8:37:41, time: 0.999, data_time: 0.001, memory: 8350, top1_acc: 0.6651, top5_acc: 0.8576, loss_cls: 1.3637, loss: 1.3637, grad_norm: 5.2364 2020-10-02 07:48:13,625 - mmaction - INFO - Epoch [45][260/1997] lr: 7.500e-04, eta: 1 day, 8:37:20, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8641, loss_cls: 1.3400, loss: 1.3400, grad_norm: 5.1478 2020-10-02 07:48:36,046 - mmaction - INFO - Epoch [45][280/1997] lr: 7.500e-04, eta: 1 day, 8:37:01, time: 1.122, data_time: 0.002, memory: 8350, top1_acc: 0.6638, top5_acc: 0.8529, loss_cls: 1.4062, loss: 1.4062, grad_norm: 5.2031 2020-10-02 07:48:56,279 - mmaction - INFO - Epoch [45][300/1997] lr: 7.500e-04, eta: 1 day, 8:36:39, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3498, loss: 1.3498, grad_norm: 5.1457 2020-10-02 07:49:16,936 - mmaction - INFO - Epoch [45][320/1997] lr: 7.500e-04, eta: 1 day, 8:36:17, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8706, loss_cls: 1.3165, loss: 1.3165, grad_norm: 5.1738 2020-10-02 07:49:37,946 - mmaction - INFO - Epoch [45][340/1997] lr: 7.500e-04, eta: 1 day, 8:35:56, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6812, top5_acc: 0.8565, loss_cls: 1.3554, loss: 1.3554, grad_norm: 5.1834 2020-10-02 07:49:59,785 - mmaction - INFO - Epoch [45][360/1997] lr: 7.500e-04, eta: 1 day, 8:35:36, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6693, top5_acc: 0.8596, loss_cls: 1.3705, loss: 1.3705, grad_norm: 5.2151 2020-10-02 07:50:20,342 - mmaction - INFO - Epoch [45][380/1997] lr: 7.500e-04, eta: 1 day, 8:35:14, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.6638, top5_acc: 0.8562, loss_cls: 1.4150, loss: 1.4150, grad_norm: 5.1085 2020-10-02 07:50:41,097 - mmaction - INFO - Epoch [45][400/1997] lr: 7.500e-04, eta: 1 day, 8:34:53, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8622, loss_cls: 1.3486, loss: 1.3486, grad_norm: 5.0980 2020-10-02 07:51:02,659 - mmaction - INFO - Epoch [45][420/1997] lr: 7.500e-04, eta: 1 day, 8:34:32, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.6680, top5_acc: 0.8529, loss_cls: 1.4009, loss: 1.4009, grad_norm: 5.3173 2020-10-02 07:51:23,278 - mmaction - INFO - Epoch [45][440/1997] lr: 7.500e-04, eta: 1 day, 8:34:11, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8641, loss_cls: 1.3481, loss: 1.3481, grad_norm: 5.2594 2020-10-02 07:51:43,949 - mmaction - INFO - Epoch [45][460/1997] lr: 7.500e-04, eta: 1 day, 8:33:49, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8685, loss_cls: 1.3630, loss: 1.3630, grad_norm: 5.2312 2020-10-02 07:52:04,751 - mmaction - INFO - Epoch [45][480/1997] lr: 7.500e-04, eta: 1 day, 8:33:28, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8586, loss_cls: 1.3737, loss: 1.3737, grad_norm: 5.2708 2020-10-02 07:52:26,468 - mmaction - INFO - Epoch [45][500/1997] lr: 7.500e-04, eta: 1 day, 8:33:08, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6635, top5_acc: 0.8609, loss_cls: 1.3849, loss: 1.3849, grad_norm: 5.2591 2020-10-02 07:52:47,180 - mmaction - INFO - Epoch [45][520/1997] lr: 7.500e-04, eta: 1 day, 8:32:46, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6716, top5_acc: 0.8622, loss_cls: 1.3599, loss: 1.3599, grad_norm: 5.2133 2020-10-02 07:53:08,169 - mmaction - INFO - Epoch [45][540/1997] lr: 7.500e-04, eta: 1 day, 8:32:25, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8609, loss_cls: 1.3864, loss: 1.3864, grad_norm: 5.3019 2020-10-02 07:53:29,202 - mmaction - INFO - Epoch [45][560/1997] lr: 7.500e-04, eta: 1 day, 8:32:04, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8659, loss_cls: 1.3587, loss: 1.3587, grad_norm: 5.2247 2020-10-02 07:53:49,538 - mmaction - INFO - Epoch [45][580/1997] lr: 7.500e-04, eta: 1 day, 8:31:42, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.6536, top5_acc: 0.8578, loss_cls: 1.4089, loss: 1.4089, grad_norm: 5.3288 2020-10-02 07:54:10,478 - mmaction - INFO - Epoch [45][600/1997] lr: 7.500e-04, eta: 1 day, 8:31:21, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6599, top5_acc: 0.8542, loss_cls: 1.4071, loss: 1.4071, grad_norm: 5.3221 2020-10-02 07:54:31,949 - mmaction - INFO - Epoch [45][620/1997] lr: 7.500e-04, eta: 1 day, 8:31:00, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8727, loss_cls: 1.2853, loss: 1.2853, grad_norm: 5.0469 2020-10-02 07:54:53,465 - mmaction - INFO - Epoch [45][640/1997] lr: 7.500e-04, eta: 1 day, 8:30:40, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8599, loss_cls: 1.3466, loss: 1.3466, grad_norm: 5.1753 2020-10-02 07:55:14,617 - mmaction - INFO - Epoch [45][660/1997] lr: 7.500e-04, eta: 1 day, 8:30:19, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6680, top5_acc: 0.8643, loss_cls: 1.3651, loss: 1.3651, grad_norm: 5.3151 2020-10-02 07:55:35,827 - mmaction - INFO - Epoch [45][680/1997] lr: 7.500e-04, eta: 1 day, 8:29:58, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.6677, top5_acc: 0.8586, loss_cls: 1.3916, loss: 1.3916, grad_norm: 5.4434 2020-10-02 07:55:57,193 - mmaction - INFO - Epoch [45][700/1997] lr: 7.500e-04, eta: 1 day, 8:29:37, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8609, loss_cls: 1.3825, loss: 1.3825, grad_norm: 5.2803 2020-10-02 07:56:18,023 - mmaction - INFO - Epoch [45][720/1997] lr: 7.500e-04, eta: 1 day, 8:29:16, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8589, loss_cls: 1.3840, loss: 1.3840, grad_norm: 5.2951 2020-10-02 07:56:38,448 - mmaction - INFO - Epoch [45][740/1997] lr: 7.500e-04, eta: 1 day, 8:28:54, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6680, top5_acc: 0.8563, loss_cls: 1.3739, loss: 1.3739, grad_norm: 5.2334 2020-10-02 07:56:59,193 - mmaction - INFO - Epoch [45][760/1997] lr: 7.500e-04, eta: 1 day, 8:28:33, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8643, loss_cls: 1.3578, loss: 1.3578, grad_norm: 5.2999 2020-10-02 07:57:20,348 - mmaction - INFO - Epoch [45][780/1997] lr: 7.500e-04, eta: 1 day, 8:28:12, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8688, loss_cls: 1.3422, loss: 1.3422, grad_norm: 5.2674 2020-10-02 07:57:41,544 - mmaction - INFO - Epoch [45][800/1997] lr: 7.500e-04, eta: 1 day, 8:27:51, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8690, loss_cls: 1.3286, loss: 1.3286, grad_norm: 5.2116 2020-10-02 07:58:01,985 - mmaction - INFO - Epoch [45][820/1997] lr: 7.500e-04, eta: 1 day, 8:27:29, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8615, loss_cls: 1.3641, loss: 1.3641, grad_norm: 5.2971 2020-10-02 07:58:24,173 - mmaction - INFO - Epoch [45][840/1997] lr: 7.500e-04, eta: 1 day, 8:27:10, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8615, loss_cls: 1.3508, loss: 1.3508, grad_norm: 5.2292 2020-10-02 07:58:43,092 - mmaction - INFO - Epoch [45][860/1997] lr: 7.500e-04, eta: 1 day, 8:26:46, time: 0.946, data_time: 0.002, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8750, loss_cls: 1.2890, loss: 1.2890, grad_norm: 5.2194 2020-10-02 07:59:04,767 - mmaction - INFO - Epoch [45][880/1997] lr: 7.500e-04, eta: 1 day, 8:26:26, time: 1.084, data_time: 0.007, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8661, loss_cls: 1.3626, loss: 1.3626, grad_norm: 5.2583 2020-10-02 07:59:26,259 - mmaction - INFO - Epoch [45][900/1997] lr: 7.500e-04, eta: 1 day, 8:26:05, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8604, loss_cls: 1.3443, loss: 1.3443, grad_norm: 5.1571 2020-10-02 07:59:47,060 - mmaction - INFO - Epoch [45][920/1997] lr: 7.500e-04, eta: 1 day, 8:25:44, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8643, loss_cls: 1.3473, loss: 1.3473, grad_norm: 5.2384 2020-10-02 08:00:08,598 - mmaction - INFO - Epoch [45][940/1997] lr: 7.500e-04, eta: 1 day, 8:25:23, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8646, loss_cls: 1.3397, loss: 1.3397, grad_norm: 5.1042 2020-10-02 08:00:29,728 - mmaction - INFO - Epoch [45][960/1997] lr: 7.500e-04, eta: 1 day, 8:25:02, time: 1.056, data_time: 0.003, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8651, loss_cls: 1.3517, loss: 1.3517, grad_norm: 5.1472 2020-10-02 08:00:50,588 - mmaction - INFO - Epoch [45][980/1997] lr: 7.500e-04, eta: 1 day, 8:24:41, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6776, top5_acc: 0.8680, loss_cls: 1.3490, loss: 1.3490, grad_norm: 5.2590 2020-10-02 08:01:12,883 - mmaction - INFO - Epoch [45][1000/1997] lr: 7.500e-04, eta: 1 day, 8:24:22, time: 1.114, data_time: 0.112, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.3397, loss: 1.3397, grad_norm: 5.2174 2020-10-02 08:01:32,265 - mmaction - INFO - Epoch [45][1020/1997] lr: 7.500e-04, eta: 1 day, 8:23:58, time: 0.968, data_time: 0.002, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8638, loss_cls: 1.3780, loss: 1.3780, grad_norm: 5.3015 2020-10-02 08:01:54,157 - mmaction - INFO - Epoch [45][1040/1997] lr: 7.500e-04, eta: 1 day, 8:23:38, time: 1.096, data_time: 0.003, memory: 8350, top1_acc: 0.6643, top5_acc: 0.8599, loss_cls: 1.3859, loss: 1.3859, grad_norm: 5.3458 2020-10-02 08:02:13,731 - mmaction - INFO - Epoch [45][1060/1997] lr: 7.500e-04, eta: 1 day, 8:23:15, time: 0.978, data_time: 0.001, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8555, loss_cls: 1.3903, loss: 1.3903, grad_norm: 5.3102 2020-10-02 08:02:35,372 - mmaction - INFO - Epoch [45][1080/1997] lr: 7.500e-04, eta: 1 day, 8:22:55, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6646, top5_acc: 0.8547, loss_cls: 1.3917, loss: 1.3917, grad_norm: 5.2491 2020-10-02 08:02:56,670 - mmaction - INFO - Epoch [45][1100/1997] lr: 7.500e-04, eta: 1 day, 8:22:34, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8659, loss_cls: 1.3380, loss: 1.3380, grad_norm: 5.2863 2020-10-02 08:03:17,083 - mmaction - INFO - Epoch [45][1120/1997] lr: 7.500e-04, eta: 1 day, 8:22:13, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8667, loss_cls: 1.3381, loss: 1.3381, grad_norm: 5.1987 2020-10-02 08:03:39,489 - mmaction - INFO - Epoch [45][1140/1997] lr: 7.500e-04, eta: 1 day, 8:21:53, time: 1.119, data_time: 0.002, memory: 8350, top1_acc: 0.6630, top5_acc: 0.8596, loss_cls: 1.3999, loss: 1.3999, grad_norm: 5.3767 2020-10-02 08:03:59,933 - mmaction - INFO - Epoch [45][1160/1997] lr: 7.500e-04, eta: 1 day, 8:21:31, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6742, top5_acc: 0.8604, loss_cls: 1.3897, loss: 1.3897, grad_norm: 5.2999 2020-10-02 08:04:22,032 - mmaction - INFO - Epoch [45][1180/1997] lr: 7.500e-04, eta: 1 day, 8:21:12, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8612, loss_cls: 1.3536, loss: 1.3536, grad_norm: 5.1794 2020-10-02 08:04:42,085 - mmaction - INFO - Epoch [45][1200/1997] lr: 7.500e-04, eta: 1 day, 8:20:49, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8604, loss_cls: 1.3687, loss: 1.3687, grad_norm: 5.2277 2020-10-02 08:05:02,737 - mmaction - INFO - Epoch [45][1220/1997] lr: 7.500e-04, eta: 1 day, 8:20:28, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.6667, top5_acc: 0.8547, loss_cls: 1.4104, loss: 1.4104, grad_norm: 5.2496 2020-10-02 08:05:24,258 - mmaction - INFO - Epoch [45][1240/1997] lr: 7.500e-04, eta: 1 day, 8:20:07, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8622, loss_cls: 1.3415, loss: 1.3415, grad_norm: 5.2951 2020-10-02 08:05:44,953 - mmaction - INFO - Epoch [45][1260/1997] lr: 7.500e-04, eta: 1 day, 8:19:46, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8497, loss_cls: 1.4142, loss: 1.4142, grad_norm: 5.3245 2020-10-02 08:06:05,978 - mmaction - INFO - Epoch [45][1280/1997] lr: 7.500e-04, eta: 1 day, 8:19:25, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.4188, loss: 1.4188, grad_norm: 5.3186 2020-10-02 08:06:27,806 - mmaction - INFO - Epoch [45][1300/1997] lr: 7.500e-04, eta: 1 day, 8:19:05, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8659, loss_cls: 1.3397, loss: 1.3397, grad_norm: 5.2569 2020-10-02 08:06:48,016 - mmaction - INFO - Epoch [45][1320/1997] lr: 7.500e-04, eta: 1 day, 8:18:43, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.6773, top5_acc: 0.8607, loss_cls: 1.3476, loss: 1.3476, grad_norm: 5.2292 2020-10-02 08:07:08,018 - mmaction - INFO - Epoch [45][1340/1997] lr: 7.500e-04, eta: 1 day, 8:18:20, time: 0.999, data_time: 0.001, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8615, loss_cls: 1.3692, loss: 1.3692, grad_norm: 5.3321 2020-10-02 08:07:29,983 - mmaction - INFO - Epoch [45][1360/1997] lr: 7.500e-04, eta: 1 day, 8:18:00, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.6680, top5_acc: 0.8646, loss_cls: 1.3821, loss: 1.3821, grad_norm: 5.3429 2020-10-02 08:07:50,635 - mmaction - INFO - Epoch [45][1380/1997] lr: 7.500e-04, eta: 1 day, 8:17:39, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6628, top5_acc: 0.8503, loss_cls: 1.4051, loss: 1.4051, grad_norm: 5.4113 2020-10-02 08:08:11,744 - mmaction - INFO - Epoch [45][1400/1997] lr: 7.500e-04, eta: 1 day, 8:17:18, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8612, loss_cls: 1.3548, loss: 1.3548, grad_norm: 5.1780 2020-10-02 08:08:32,331 - mmaction - INFO - Epoch [45][1420/1997] lr: 7.500e-04, eta: 1 day, 8:16:56, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.6667, top5_acc: 0.8547, loss_cls: 1.3918, loss: 1.3918, grad_norm: 5.2882 2020-10-02 08:08:52,424 - mmaction - INFO - Epoch [45][1440/1997] lr: 7.500e-04, eta: 1 day, 8:16:34, time: 1.004, data_time: 0.004, memory: 8350, top1_acc: 0.6776, top5_acc: 0.8630, loss_cls: 1.3339, loss: 1.3339, grad_norm: 5.2939 2020-10-02 08:09:13,620 - mmaction - INFO - Epoch [45][1460/1997] lr: 7.500e-04, eta: 1 day, 8:16:13, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8643, loss_cls: 1.3501, loss: 1.3501, grad_norm: 5.2347 2020-10-02 08:09:33,713 - mmaction - INFO - Epoch [45][1480/1997] lr: 7.500e-04, eta: 1 day, 8:15:51, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.6581, top5_acc: 0.8568, loss_cls: 1.4196, loss: 1.4196, grad_norm: 5.4791 2020-10-02 08:09:54,612 - mmaction - INFO - Epoch [45][1500/1997] lr: 7.500e-04, eta: 1 day, 8:15:30, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8646, loss_cls: 1.3498, loss: 1.3498, grad_norm: 5.3319 2020-10-02 08:10:15,842 - mmaction - INFO - Epoch [45][1520/1997] lr: 7.500e-04, eta: 1 day, 8:15:09, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.6591, top5_acc: 0.8471, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.4383 2020-10-02 08:10:37,158 - mmaction - INFO - Epoch [45][1540/1997] lr: 7.500e-04, eta: 1 day, 8:14:48, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3536, loss: 1.3536, grad_norm: 5.3183 2020-10-02 08:10:58,425 - mmaction - INFO - Epoch [45][1560/1997] lr: 7.500e-04, eta: 1 day, 8:14:27, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.6622, top5_acc: 0.8589, loss_cls: 1.4059, loss: 1.4059, grad_norm: 5.5120 2020-10-02 08:11:20,013 - mmaction - INFO - Epoch [45][1580/1997] lr: 7.500e-04, eta: 1 day, 8:14:07, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3847, loss: 1.3847, grad_norm: 5.3542 2020-10-02 08:11:40,267 - mmaction - INFO - Epoch [45][1600/1997] lr: 7.500e-04, eta: 1 day, 8:13:45, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3960, loss: 1.3960, grad_norm: 5.3325 2020-10-02 08:12:01,790 - mmaction - INFO - Epoch [45][1620/1997] lr: 7.500e-04, eta: 1 day, 8:13:24, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6646, top5_acc: 0.8539, loss_cls: 1.4211, loss: 1.4211, grad_norm: 5.3250 2020-10-02 08:12:22,836 - mmaction - INFO - Epoch [45][1640/1997] lr: 7.500e-04, eta: 1 day, 8:13:03, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8500, loss_cls: 1.4064, loss: 1.4064, grad_norm: 5.3017 2020-10-02 08:12:42,083 - mmaction - INFO - Epoch [45][1660/1997] lr: 7.500e-04, eta: 1 day, 8:12:40, time: 0.963, data_time: 0.002, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8565, loss_cls: 1.3806, loss: 1.3806, grad_norm: 5.2205 2020-10-02 08:13:03,865 - mmaction - INFO - Epoch [45][1680/1997] lr: 7.500e-04, eta: 1 day, 8:12:20, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8630, loss_cls: 1.3582, loss: 1.3582, grad_norm: 5.3754 2020-10-02 08:13:24,697 - mmaction - INFO - Epoch [45][1700/1997] lr: 7.500e-04, eta: 1 day, 8:11:59, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6721, top5_acc: 0.8622, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.2638 2020-10-02 08:13:44,730 - mmaction - INFO - Epoch [45][1720/1997] lr: 7.500e-04, eta: 1 day, 8:11:36, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8654, loss_cls: 1.3751, loss: 1.3751, grad_norm: 5.3082 2020-10-02 08:14:06,421 - mmaction - INFO - Epoch [45][1740/1997] lr: 7.500e-04, eta: 1 day, 8:11:16, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8607, loss_cls: 1.3627, loss: 1.3627, grad_norm: 5.2513 2020-10-02 08:14:27,014 - mmaction - INFO - Epoch [45][1760/1997] lr: 7.500e-04, eta: 1 day, 8:10:54, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.6615, top5_acc: 0.8547, loss_cls: 1.4095, loss: 1.4095, grad_norm: 5.4534 2020-10-02 08:14:47,276 - mmaction - INFO - Epoch [45][1780/1997] lr: 7.500e-04, eta: 1 day, 8:10:32, time: 1.014, data_time: 0.004, memory: 8350, top1_acc: 0.6599, top5_acc: 0.8503, loss_cls: 1.4185, loss: 1.4185, grad_norm: 5.3523 2020-10-02 08:15:08,493 - mmaction - INFO - Epoch [45][1800/1997] lr: 7.500e-04, eta: 1 day, 8:10:11, time: 1.061, data_time: 0.003, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8656, loss_cls: 1.3357, loss: 1.3357, grad_norm: 5.1931 2020-10-02 08:15:29,648 - mmaction - INFO - Epoch [45][1820/1997] lr: 7.500e-04, eta: 1 day, 8:09:51, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3268, loss: 1.3268, grad_norm: 5.1283 2020-10-02 08:15:49,885 - mmaction - INFO - Epoch [45][1840/1997] lr: 7.500e-04, eta: 1 day, 8:09:29, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8625, loss_cls: 1.3855, loss: 1.3855, grad_norm: 5.2983 2020-10-02 08:16:10,729 - mmaction - INFO - Epoch [45][1860/1997] lr: 7.500e-04, eta: 1 day, 8:09:07, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6638, top5_acc: 0.8523, loss_cls: 1.4038, loss: 1.4038, grad_norm: 5.2408 2020-10-02 08:16:32,184 - mmaction - INFO - Epoch [45][1880/1997] lr: 7.500e-04, eta: 1 day, 8:08:47, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8609, loss_cls: 1.3433, loss: 1.3433, grad_norm: 5.2210 2020-10-02 08:16:53,210 - mmaction - INFO - Epoch [45][1900/1997] lr: 7.500e-04, eta: 1 day, 8:08:26, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6641, top5_acc: 0.8667, loss_cls: 1.3701, loss: 1.3701, grad_norm: 5.3802 2020-10-02 08:17:13,936 - mmaction - INFO - Epoch [45][1920/1997] lr: 7.500e-04, eta: 1 day, 8:08:04, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6589, top5_acc: 0.8648, loss_cls: 1.3815, loss: 1.3815, grad_norm: 5.3268 2020-10-02 08:17:34,785 - mmaction - INFO - Epoch [45][1940/1997] lr: 7.500e-04, eta: 1 day, 8:07:43, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8651, loss_cls: 1.3455, loss: 1.3455, grad_norm: 5.1745 2020-10-02 08:17:56,333 - mmaction - INFO - Epoch [45][1960/1997] lr: 7.500e-04, eta: 1 day, 8:07:22, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.6682, top5_acc: 0.8615, loss_cls: 1.3743, loss: 1.3743, grad_norm: 5.3336 2020-10-02 08:18:17,428 - mmaction - INFO - Epoch [45][1980/1997] lr: 7.500e-04, eta: 1 day, 8:07:01, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6737, top5_acc: 0.8628, loss_cls: 1.3797, loss: 1.3797, grad_norm: 5.2932 2020-10-02 08:18:35,260 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-02 08:21:29,622 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 08:21:31,155 - mmaction - INFO - top1_acc 0.7187 top5_acc 0.9093 2020-10-02 08:21:31,156 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 08:21:31,235 - mmaction - INFO - mean_acc 0.7176 2020-10-02 08:21:31,236 - mmaction - INFO - Now best checkpoint is epoch_45.pth 2020-10-02 08:21:31,253 - mmaction - INFO - Epoch(val) [45][1997] top1_acc: 0.7187, top5_acc: 0.9093, mean_class_accuracy: 0.7176 2020-10-02 08:22:14,987 - mmaction - INFO - Epoch [46][20/1997] lr: 7.500e-04, eta: 1 day, 8:06:28, time: 2.181, data_time: 0.990, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8732, loss_cls: 1.3022, loss: 1.3022, grad_norm: 5.1637 2020-10-02 08:22:35,203 - mmaction - INFO - Epoch [46][40/1997] lr: 7.500e-04, eta: 1 day, 8:06:06, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8651, loss_cls: 1.3504, loss: 1.3504, grad_norm: 5.2628 2020-10-02 08:22:55,929 - mmaction - INFO - Epoch [46][60/1997] lr: 7.500e-04, eta: 1 day, 8:05:45, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8552, loss_cls: 1.3959, loss: 1.3959, grad_norm: 5.3186 2020-10-02 08:23:17,214 - mmaction - INFO - Epoch [46][80/1997] lr: 7.500e-04, eta: 1 day, 8:05:24, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8698, loss_cls: 1.3425, loss: 1.3425, grad_norm: 5.2951 2020-10-02 08:23:38,154 - mmaction - INFO - Epoch [46][100/1997] lr: 7.500e-04, eta: 1 day, 8:05:03, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6594, top5_acc: 0.8622, loss_cls: 1.3797, loss: 1.3797, grad_norm: 5.3668 2020-10-02 08:23:59,103 - mmaction - INFO - Epoch [46][120/1997] lr: 7.500e-04, eta: 1 day, 8:04:42, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8695, loss_cls: 1.3198, loss: 1.3198, grad_norm: 5.2166 2020-10-02 08:24:20,705 - mmaction - INFO - Epoch [46][140/1997] lr: 7.500e-04, eta: 1 day, 8:04:21, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8633, loss_cls: 1.3477, loss: 1.3477, grad_norm: 5.2823 2020-10-02 08:24:42,406 - mmaction - INFO - Epoch [46][160/1997] lr: 7.500e-04, eta: 1 day, 8:04:01, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6599, top5_acc: 0.8552, loss_cls: 1.4137, loss: 1.4137, grad_norm: 5.4171 2020-10-02 08:25:03,395 - mmaction - INFO - Epoch [46][180/1997] lr: 7.500e-04, eta: 1 day, 8:03:40, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8646, loss_cls: 1.3447, loss: 1.3447, grad_norm: 5.2916 2020-10-02 08:25:24,543 - mmaction - INFO - Epoch [46][200/1997] lr: 7.500e-04, eta: 1 day, 8:03:19, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8497, loss_cls: 1.3995, loss: 1.3995, grad_norm: 5.3379 2020-10-02 08:25:46,422 - mmaction - INFO - Epoch [46][220/1997] lr: 7.500e-04, eta: 1 day, 8:02:59, time: 1.094, data_time: 0.003, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8565, loss_cls: 1.3682, loss: 1.3682, grad_norm: 5.2326 2020-10-02 08:26:07,748 - mmaction - INFO - Epoch [46][240/1997] lr: 7.500e-04, eta: 1 day, 8:02:38, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8677, loss_cls: 1.3260, loss: 1.3260, grad_norm: 5.3428 2020-10-02 08:26:28,662 - mmaction - INFO - Epoch [46][260/1997] lr: 7.500e-04, eta: 1 day, 8:02:17, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8711, loss_cls: 1.3082, loss: 1.3082, grad_norm: 5.2107 2020-10-02 08:26:48,856 - mmaction - INFO - Epoch [46][280/1997] lr: 7.500e-04, eta: 1 day, 8:01:55, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.6693, top5_acc: 0.8604, loss_cls: 1.3739, loss: 1.3739, grad_norm: 5.4078 2020-10-02 08:27:09,973 - mmaction - INFO - Epoch [46][300/1997] lr: 7.500e-04, eta: 1 day, 8:01:34, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6682, top5_acc: 0.8643, loss_cls: 1.3728, loss: 1.3728, grad_norm: 5.3831 2020-10-02 08:27:30,457 - mmaction - INFO - Epoch [46][320/1997] lr: 7.500e-04, eta: 1 day, 8:01:12, time: 1.024, data_time: 0.031, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8604, loss_cls: 1.3403, loss: 1.3403, grad_norm: 5.2413 2020-10-02 08:27:51,607 - mmaction - INFO - Epoch [46][340/1997] lr: 7.500e-04, eta: 1 day, 8:00:51, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8607, loss_cls: 1.3581, loss: 1.3581, grad_norm: 5.3710 2020-10-02 08:28:13,507 - mmaction - INFO - Epoch [46][360/1997] lr: 7.500e-04, eta: 1 day, 8:00:31, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8659, loss_cls: 1.3266, loss: 1.3266, grad_norm: 5.1112 2020-10-02 08:28:34,267 - mmaction - INFO - Epoch [46][380/1997] lr: 7.500e-04, eta: 1 day, 8:00:10, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6685, top5_acc: 0.8560, loss_cls: 1.3941, loss: 1.3941, grad_norm: 5.4479 2020-10-02 08:28:55,161 - mmaction - INFO - Epoch [46][400/1997] lr: 7.500e-04, eta: 1 day, 7:59:48, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8635, loss_cls: 1.3893, loss: 1.3893, grad_norm: 5.3085 2020-10-02 08:29:16,554 - mmaction - INFO - Epoch [46][420/1997] lr: 7.500e-04, eta: 1 day, 7:59:28, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8643, loss_cls: 1.3386, loss: 1.3386, grad_norm: 5.2641 2020-10-02 08:29:36,870 - mmaction - INFO - Epoch [46][440/1997] lr: 7.500e-04, eta: 1 day, 7:59:06, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8542, loss_cls: 1.3954, loss: 1.3954, grad_norm: 5.3476 2020-10-02 08:29:57,675 - mmaction - INFO - Epoch [46][460/1997] lr: 7.500e-04, eta: 1 day, 7:58:44, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8630, loss_cls: 1.3696, loss: 1.3696, grad_norm: 5.4030 2020-10-02 08:30:19,051 - mmaction - INFO - Epoch [46][480/1997] lr: 7.500e-04, eta: 1 day, 7:58:24, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8633, loss_cls: 1.3606, loss: 1.3606, grad_norm: 5.3184 2020-10-02 08:30:40,294 - mmaction - INFO - Epoch [46][500/1997] lr: 7.500e-04, eta: 1 day, 7:58:03, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8654, loss_cls: 1.3649, loss: 1.3649, grad_norm: 5.3037 2020-10-02 08:31:01,930 - mmaction - INFO - Epoch [46][520/1997] lr: 7.500e-04, eta: 1 day, 7:57:43, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6688, top5_acc: 0.8630, loss_cls: 1.3657, loss: 1.3657, grad_norm: 5.2935 2020-10-02 08:31:21,752 - mmaction - INFO - Epoch [46][540/1997] lr: 7.500e-04, eta: 1 day, 7:57:20, time: 0.991, data_time: 0.083, memory: 8350, top1_acc: 0.6628, top5_acc: 0.8557, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.4030 2020-10-02 08:31:42,713 - mmaction - INFO - Epoch [46][560/1997] lr: 7.500e-04, eta: 1 day, 7:56:59, time: 1.048, data_time: 0.099, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8630, loss_cls: 1.3804, loss: 1.3804, grad_norm: 5.3132 2020-10-02 08:32:03,836 - mmaction - INFO - Epoch [46][580/1997] lr: 7.500e-04, eta: 1 day, 7:56:38, time: 1.056, data_time: 0.017, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8760, loss_cls: 1.2809, loss: 1.2809, grad_norm: 5.2299 2020-10-02 08:32:25,280 - mmaction - INFO - Epoch [46][600/1997] lr: 7.500e-04, eta: 1 day, 7:56:17, time: 1.074, data_time: 0.053, memory: 8350, top1_acc: 0.6719, top5_acc: 0.8589, loss_cls: 1.3886, loss: 1.3886, grad_norm: 5.2581 2020-10-02 08:32:47,092 - mmaction - INFO - Epoch [46][620/1997] lr: 7.500e-04, eta: 1 day, 7:55:57, time: 1.090, data_time: 0.003, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3603, loss: 1.3603, grad_norm: 5.3383 2020-10-02 08:33:07,216 - mmaction - INFO - Epoch [46][640/1997] lr: 7.500e-04, eta: 1 day, 7:55:35, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8669, loss_cls: 1.3149, loss: 1.3149, grad_norm: 5.2613 2020-10-02 08:33:27,950 - mmaction - INFO - Epoch [46][660/1997] lr: 7.500e-04, eta: 1 day, 7:55:14, time: 1.038, data_time: 0.003, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8714, loss_cls: 1.3008, loss: 1.3008, grad_norm: 5.2105 2020-10-02 08:33:48,071 - mmaction - INFO - Epoch [46][680/1997] lr: 7.500e-04, eta: 1 day, 7:54:52, time: 1.006, data_time: 0.001, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8555, loss_cls: 1.3931, loss: 1.3931, grad_norm: 5.3848 2020-10-02 08:34:09,796 - mmaction - INFO - Epoch [46][700/1997] lr: 7.500e-04, eta: 1 day, 7:54:31, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6534, top5_acc: 0.8573, loss_cls: 1.4169, loss: 1.4169, grad_norm: 5.5069 2020-10-02 08:34:30,691 - mmaction - INFO - Epoch [46][720/1997] lr: 7.500e-04, eta: 1 day, 7:54:10, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8646, loss_cls: 1.3735, loss: 1.3735, grad_norm: 5.3866 2020-10-02 08:34:51,358 - mmaction - INFO - Epoch [46][740/1997] lr: 7.500e-04, eta: 1 day, 7:53:49, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8628, loss_cls: 1.3585, loss: 1.3585, grad_norm: 5.2651 2020-10-02 08:35:12,671 - mmaction - INFO - Epoch [46][760/1997] lr: 7.500e-04, eta: 1 day, 7:53:28, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.6651, top5_acc: 0.8516, loss_cls: 1.4073, loss: 1.4073, grad_norm: 5.4435 2020-10-02 08:35:33,397 - mmaction - INFO - Epoch [46][780/1997] lr: 7.500e-04, eta: 1 day, 7:53:06, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8651, loss_cls: 1.3363, loss: 1.3363, grad_norm: 5.2571 2020-10-02 08:35:54,000 - mmaction - INFO - Epoch [46][800/1997] lr: 7.500e-04, eta: 1 day, 7:52:45, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4344, loss: 1.4344, grad_norm: 5.5436 2020-10-02 08:36:15,889 - mmaction - INFO - Epoch [46][820/1997] lr: 7.500e-04, eta: 1 day, 7:52:25, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3606, loss: 1.3606, grad_norm: 5.3265 2020-10-02 08:36:37,333 - mmaction - INFO - Epoch [46][840/1997] lr: 7.500e-04, eta: 1 day, 7:52:04, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8659, loss_cls: 1.3302, loss: 1.3302, grad_norm: 5.3079 2020-10-02 08:36:57,257 - mmaction - INFO - Epoch [46][860/1997] lr: 7.500e-04, eta: 1 day, 7:51:42, time: 0.996, data_time: 0.001, memory: 8350, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.4067, loss: 1.4067, grad_norm: 5.4117 2020-10-02 08:37:18,331 - mmaction - INFO - Epoch [46][880/1997] lr: 7.500e-04, eta: 1 day, 7:51:21, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8698, loss_cls: 1.3339, loss: 1.3339, grad_norm: 5.3430 2020-10-02 08:37:39,256 - mmaction - INFO - Epoch [46][900/1997] lr: 7.500e-04, eta: 1 day, 7:50:59, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8471, loss_cls: 1.4246, loss: 1.4246, grad_norm: 5.3720 2020-10-02 08:37:59,801 - mmaction - INFO - Epoch [46][920/1997] lr: 7.500e-04, eta: 1 day, 7:50:38, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.6672, top5_acc: 0.8549, loss_cls: 1.3848, loss: 1.3848, grad_norm: 5.3188 2020-10-02 08:38:20,635 - mmaction - INFO - Epoch [46][940/1997] lr: 7.500e-04, eta: 1 day, 7:50:16, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.6565, top5_acc: 0.8490, loss_cls: 1.4392, loss: 1.4392, grad_norm: 5.4033 2020-10-02 08:38:42,394 - mmaction - INFO - Epoch [46][960/1997] lr: 7.500e-04, eta: 1 day, 7:49:56, time: 1.088, data_time: 0.003, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8578, loss_cls: 1.3889, loss: 1.3889, grad_norm: 5.3454 2020-10-02 08:39:04,039 - mmaction - INFO - Epoch [46][980/1997] lr: 7.500e-04, eta: 1 day, 7:49:36, time: 1.083, data_time: 0.003, memory: 8350, top1_acc: 0.6701, top5_acc: 0.8464, loss_cls: 1.4116, loss: 1.4116, grad_norm: 5.3917 2020-10-02 08:39:24,954 - mmaction - INFO - Epoch [46][1000/1997] lr: 7.500e-04, eta: 1 day, 7:49:15, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8641, loss_cls: 1.3660, loss: 1.3660, grad_norm: 5.3341 2020-10-02 08:39:45,582 - mmaction - INFO - Epoch [46][1020/1997] lr: 7.500e-04, eta: 1 day, 7:48:53, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8641, loss_cls: 1.3216, loss: 1.3216, grad_norm: 5.3971 2020-10-02 08:40:06,653 - mmaction - INFO - Epoch [46][1040/1997] lr: 7.500e-04, eta: 1 day, 7:48:32, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8698, loss_cls: 1.3168, loss: 1.3168, grad_norm: 5.3193 2020-10-02 08:40:27,350 - mmaction - INFO - Epoch [46][1060/1997] lr: 7.500e-04, eta: 1 day, 7:48:11, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8635, loss_cls: 1.3641, loss: 1.3641, grad_norm: 5.3263 2020-10-02 08:40:48,445 - mmaction - INFO - Epoch [46][1080/1997] lr: 7.500e-04, eta: 1 day, 7:47:50, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8672, loss_cls: 1.3301, loss: 1.3301, grad_norm: 5.1727 2020-10-02 08:41:10,354 - mmaction - INFO - Epoch [46][1100/1997] lr: 7.500e-04, eta: 1 day, 7:47:30, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.6638, top5_acc: 0.8539, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.4151 2020-10-02 08:41:31,318 - mmaction - INFO - Epoch [46][1120/1997] lr: 7.500e-04, eta: 1 day, 7:47:09, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6721, top5_acc: 0.8594, loss_cls: 1.3650, loss: 1.3650, grad_norm: 5.3270 2020-10-02 08:41:51,050 - mmaction - INFO - Epoch [46][1140/1997] lr: 7.500e-04, eta: 1 day, 7:46:46, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8526, loss_cls: 1.3785, loss: 1.3785, grad_norm: 5.2609 2020-10-02 08:42:12,481 - mmaction - INFO - Epoch [46][1160/1997] lr: 7.500e-04, eta: 1 day, 7:46:25, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.6651, top5_acc: 0.8523, loss_cls: 1.4248, loss: 1.4248, grad_norm: 5.4049 2020-10-02 08:42:32,853 - mmaction - INFO - Epoch [46][1180/1997] lr: 7.500e-04, eta: 1 day, 7:46:03, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8607, loss_cls: 1.3839, loss: 1.3839, grad_norm: 5.3925 2020-10-02 08:42:53,545 - mmaction - INFO - Epoch [46][1200/1997] lr: 7.500e-04, eta: 1 day, 7:45:42, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6682, top5_acc: 0.8565, loss_cls: 1.4000, loss: 1.4000, grad_norm: 5.4249 2020-10-02 08:43:15,421 - mmaction - INFO - Epoch [46][1220/1997] lr: 7.500e-04, eta: 1 day, 7:45:22, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8594, loss_cls: 1.3502, loss: 1.3502, grad_norm: 5.1962 2020-10-02 08:43:34,901 - mmaction - INFO - Epoch [46][1240/1997] lr: 7.500e-04, eta: 1 day, 7:44:59, time: 0.973, data_time: 0.002, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8701, loss_cls: 1.3176, loss: 1.3176, grad_norm: 5.1687 2020-10-02 08:43:56,260 - mmaction - INFO - Epoch [46][1260/1997] lr: 7.500e-04, eta: 1 day, 7:44:38, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8643, loss_cls: 1.3483, loss: 1.3483, grad_norm: 5.3491 2020-10-02 08:44:17,531 - mmaction - INFO - Epoch [46][1280/1997] lr: 7.500e-04, eta: 1 day, 7:44:18, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8565, loss_cls: 1.3726, loss: 1.3726, grad_norm: 5.3815 2020-10-02 08:44:38,579 - mmaction - INFO - Epoch [46][1300/1997] lr: 7.500e-04, eta: 1 day, 7:43:56, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8596, loss_cls: 1.3542, loss: 1.3542, grad_norm: 5.2852 2020-10-02 08:44:59,407 - mmaction - INFO - Epoch [46][1320/1997] lr: 7.500e-04, eta: 1 day, 7:43:35, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8667, loss_cls: 1.3384, loss: 1.3384, grad_norm: 5.3127 2020-10-02 08:45:20,474 - mmaction - INFO - Epoch [46][1340/1997] lr: 7.500e-04, eta: 1 day, 7:43:14, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8609, loss_cls: 1.3642, loss: 1.3642, grad_norm: 5.4113 2020-10-02 08:45:40,531 - mmaction - INFO - Epoch [46][1360/1997] lr: 7.500e-04, eta: 1 day, 7:42:52, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.6664, top5_acc: 0.8549, loss_cls: 1.3646, loss: 1.3646, grad_norm: 5.3744 2020-10-02 08:46:01,957 - mmaction - INFO - Epoch [46][1380/1997] lr: 7.500e-04, eta: 1 day, 7:42:31, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8641, loss_cls: 1.3395, loss: 1.3395, grad_norm: 5.2191 2020-10-02 08:46:22,822 - mmaction - INFO - Epoch [46][1400/1997] lr: 7.500e-04, eta: 1 day, 7:42:10, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8581, loss_cls: 1.3714, loss: 1.3714, grad_norm: 5.3115 2020-10-02 08:46:43,815 - mmaction - INFO - Epoch [46][1420/1997] lr: 7.500e-04, eta: 1 day, 7:41:49, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6661, top5_acc: 0.8547, loss_cls: 1.3799, loss: 1.3799, grad_norm: 5.3319 2020-10-02 08:47:04,055 - mmaction - INFO - Epoch [46][1440/1997] lr: 7.500e-04, eta: 1 day, 7:41:27, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6677, top5_acc: 0.8523, loss_cls: 1.4145, loss: 1.4145, grad_norm: 5.3690 2020-10-02 08:47:25,675 - mmaction - INFO - Epoch [46][1460/1997] lr: 7.500e-04, eta: 1 day, 7:41:06, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8656, loss_cls: 1.3532, loss: 1.3532, grad_norm: 5.3692 2020-10-02 08:47:46,531 - mmaction - INFO - Epoch [46][1480/1997] lr: 7.500e-04, eta: 1 day, 7:40:45, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.6812, top5_acc: 0.8542, loss_cls: 1.3700, loss: 1.3700, grad_norm: 5.3054 2020-10-02 08:48:07,152 - mmaction - INFO - Epoch [46][1500/1997] lr: 7.500e-04, eta: 1 day, 7:40:24, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6776, top5_acc: 0.8622, loss_cls: 1.3469, loss: 1.3469, grad_norm: 5.2836 2020-10-02 08:48:29,510 - mmaction - INFO - Epoch [46][1520/1997] lr: 7.500e-04, eta: 1 day, 7:40:04, time: 1.118, data_time: 0.002, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8490, loss_cls: 1.4297, loss: 1.4297, grad_norm: 5.4264 2020-10-02 08:48:49,649 - mmaction - INFO - Epoch [46][1540/1997] lr: 7.500e-04, eta: 1 day, 7:39:42, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.6672, top5_acc: 0.8628, loss_cls: 1.3570, loss: 1.3570, grad_norm: 5.3816 2020-10-02 08:49:11,462 - mmaction - INFO - Epoch [46][1560/1997] lr: 7.500e-04, eta: 1 day, 7:39:22, time: 1.090, data_time: 0.001, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8688, loss_cls: 1.3539, loss: 1.3539, grad_norm: 5.2941 2020-10-02 08:49:32,283 - mmaction - INFO - Epoch [46][1580/1997] lr: 7.500e-04, eta: 1 day, 7:39:01, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6688, top5_acc: 0.8659, loss_cls: 1.3479, loss: 1.3479, grad_norm: 5.2918 2020-10-02 08:49:53,215 - mmaction - INFO - Epoch [46][1600/1997] lr: 7.500e-04, eta: 1 day, 7:38:39, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8570, loss_cls: 1.3798, loss: 1.3798, grad_norm: 5.4586 2020-10-02 08:50:14,451 - mmaction - INFO - Epoch [46][1620/1997] lr: 7.500e-04, eta: 1 day, 7:38:19, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8602, loss_cls: 1.3695, loss: 1.3695, grad_norm: 5.3156 2020-10-02 08:50:33,815 - mmaction - INFO - Epoch [46][1640/1997] lr: 7.500e-04, eta: 1 day, 7:37:55, time: 0.968, data_time: 0.002, memory: 8350, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.3668, loss: 1.3668, grad_norm: 5.3771 2020-10-02 08:50:55,874 - mmaction - INFO - Epoch [46][1660/1997] lr: 7.500e-04, eta: 1 day, 7:37:36, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8552, loss_cls: 1.3737, loss: 1.3737, grad_norm: 5.2638 2020-10-02 08:51:17,670 - mmaction - INFO - Epoch [46][1680/1997] lr: 7.500e-04, eta: 1 day, 7:37:15, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6701, top5_acc: 0.8685, loss_cls: 1.3560, loss: 1.3560, grad_norm: 5.3434 2020-10-02 08:51:37,974 - mmaction - INFO - Epoch [46][1700/1997] lr: 7.500e-04, eta: 1 day, 7:36:54, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3564, loss: 1.3564, grad_norm: 5.3235 2020-10-02 08:51:59,108 - mmaction - INFO - Epoch [46][1720/1997] lr: 7.500e-04, eta: 1 day, 7:36:33, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8648, loss_cls: 1.3272, loss: 1.3272, grad_norm: 5.1842 2020-10-02 08:52:20,128 - mmaction - INFO - Epoch [46][1740/1997] lr: 7.500e-04, eta: 1 day, 7:36:11, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8648, loss_cls: 1.3422, loss: 1.3422, grad_norm: 5.3983 2020-10-02 08:52:40,536 - mmaction - INFO - Epoch [46][1760/1997] lr: 7.500e-04, eta: 1 day, 7:35:50, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8698, loss_cls: 1.3284, loss: 1.3284, grad_norm: 5.3627 2020-10-02 08:53:01,775 - mmaction - INFO - Epoch [46][1780/1997] lr: 7.500e-04, eta: 1 day, 7:35:29, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8581, loss_cls: 1.3801, loss: 1.3801, grad_norm: 5.3246 2020-10-02 08:53:22,040 - mmaction - INFO - Epoch [46][1800/1997] lr: 7.500e-04, eta: 1 day, 7:35:07, time: 1.014, data_time: 0.182, memory: 8350, top1_acc: 0.6599, top5_acc: 0.8539, loss_cls: 1.4183, loss: 1.4183, grad_norm: 5.3895 2020-10-02 08:53:42,958 - mmaction - INFO - Epoch [46][1820/1997] lr: 7.500e-04, eta: 1 day, 7:34:46, time: 1.046, data_time: 0.406, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8622, loss_cls: 1.3504, loss: 1.3504, grad_norm: 5.3526 2020-10-02 08:54:04,445 - mmaction - INFO - Epoch [46][1840/1997] lr: 7.500e-04, eta: 1 day, 7:34:25, time: 1.074, data_time: 0.391, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8576, loss_cls: 1.3690, loss: 1.3690, grad_norm: 5.2232 2020-10-02 08:54:24,419 - mmaction - INFO - Epoch [46][1860/1997] lr: 7.500e-04, eta: 1 day, 7:34:03, time: 0.999, data_time: 0.047, memory: 8350, top1_acc: 0.6737, top5_acc: 0.8615, loss_cls: 1.3732, loss: 1.3732, grad_norm: 5.3053 2020-10-02 08:54:45,283 - mmaction - INFO - Epoch [46][1880/1997] lr: 7.500e-04, eta: 1 day, 7:33:42, time: 1.043, data_time: 0.106, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3576, loss: 1.3576, grad_norm: 5.3542 2020-10-02 08:55:07,763 - mmaction - INFO - Epoch [46][1900/1997] lr: 7.500e-04, eta: 1 day, 7:33:22, time: 1.123, data_time: 0.095, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8701, loss_cls: 1.3107, loss: 1.3107, grad_norm: 5.3361 2020-10-02 08:55:27,508 - mmaction - INFO - Epoch [46][1920/1997] lr: 7.500e-04, eta: 1 day, 7:33:00, time: 0.987, data_time: 0.003, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8659, loss_cls: 1.3289, loss: 1.3289, grad_norm: 5.3102 2020-10-02 08:55:48,415 - mmaction - INFO - Epoch [46][1940/1997] lr: 7.500e-04, eta: 1 day, 7:32:38, time: 1.047, data_time: 0.003, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8690, loss_cls: 1.3631, loss: 1.3631, grad_norm: 5.3655 2020-10-02 08:56:10,499 - mmaction - INFO - Epoch [46][1960/1997] lr: 7.500e-04, eta: 1 day, 7:32:19, time: 1.104, data_time: 0.014, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8656, loss_cls: 1.3307, loss: 1.3307, grad_norm: 5.2965 2020-10-02 08:56:30,140 - mmaction - INFO - Epoch [46][1980/1997] lr: 7.500e-04, eta: 1 day, 7:31:56, time: 0.981, data_time: 0.001, memory: 8350, top1_acc: 0.6654, top5_acc: 0.8615, loss_cls: 1.3763, loss: 1.3763, grad_norm: 5.3718 2020-10-02 08:56:48,789 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-10-02 08:57:33,301 - mmaction - INFO - Epoch [47][20/1997] lr: 7.500e-04, eta: 1 day, 7:31:22, time: 2.153, data_time: 0.994, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8576, loss_cls: 1.3789, loss: 1.3789, grad_norm: 5.4065 2020-10-02 08:57:54,744 - mmaction - INFO - Epoch [47][40/1997] lr: 7.500e-04, eta: 1 day, 7:31:01, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8763, loss_cls: 1.2904, loss: 1.2904, grad_norm: 5.2407 2020-10-02 08:58:14,412 - mmaction - INFO - Epoch [47][60/1997] lr: 7.500e-04, eta: 1 day, 7:30:38, time: 0.984, data_time: 0.003, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8755, loss_cls: 1.2944, loss: 1.2944, grad_norm: 5.2226 2020-10-02 08:58:36,093 - mmaction - INFO - Epoch [47][80/1997] lr: 7.500e-04, eta: 1 day, 7:30:18, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3345, loss: 1.3345, grad_norm: 5.3383 2020-10-02 08:58:57,936 - mmaction - INFO - Epoch [47][100/1997] lr: 7.500e-04, eta: 1 day, 7:29:58, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8688, loss_cls: 1.3199, loss: 1.3199, grad_norm: 5.1727 2020-10-02 08:59:18,855 - mmaction - INFO - Epoch [47][120/1997] lr: 7.500e-04, eta: 1 day, 7:29:37, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8750, loss_cls: 1.2914, loss: 1.2914, grad_norm: 5.3123 2020-10-02 08:59:39,655 - mmaction - INFO - Epoch [47][140/1997] lr: 7.500e-04, eta: 1 day, 7:29:15, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8672, loss_cls: 1.3147, loss: 1.3147, grad_norm: 5.2550 2020-10-02 09:00:00,906 - mmaction - INFO - Epoch [47][160/1997] lr: 7.500e-04, eta: 1 day, 7:28:55, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3292, loss: 1.3292, grad_norm: 5.3394 2020-10-02 09:00:23,376 - mmaction - INFO - Epoch [47][180/1997] lr: 7.500e-04, eta: 1 day, 7:28:35, time: 1.123, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8635, loss_cls: 1.3225, loss: 1.3225, grad_norm: 5.2835 2020-10-02 09:00:45,698 - mmaction - INFO - Epoch [47][200/1997] lr: 7.500e-04, eta: 1 day, 7:28:16, time: 1.117, data_time: 0.003, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8615, loss_cls: 1.3398, loss: 1.3398, grad_norm: 5.2022 2020-10-02 09:01:06,109 - mmaction - INFO - Epoch [47][220/1997] lr: 7.500e-04, eta: 1 day, 7:27:54, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8630, loss_cls: 1.3311, loss: 1.3311, grad_norm: 5.3328 2020-10-02 09:01:27,435 - mmaction - INFO - Epoch [47][240/1997] lr: 7.500e-04, eta: 1 day, 7:27:33, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8737, loss_cls: 1.2828, loss: 1.2828, grad_norm: 5.2484 2020-10-02 09:01:48,615 - mmaction - INFO - Epoch [47][260/1997] lr: 7.500e-04, eta: 1 day, 7:27:12, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6776, top5_acc: 0.8677, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.3941 2020-10-02 09:02:10,845 - mmaction - INFO - Epoch [47][280/1997] lr: 7.500e-04, eta: 1 day, 7:26:53, time: 1.113, data_time: 0.003, memory: 8350, top1_acc: 0.6776, top5_acc: 0.8617, loss_cls: 1.3399, loss: 1.3399, grad_norm: 5.3506 2020-10-02 09:02:31,177 - mmaction - INFO - Epoch [47][300/1997] lr: 7.500e-04, eta: 1 day, 7:26:31, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8690, loss_cls: 1.3165, loss: 1.3165, grad_norm: 5.3137 2020-10-02 09:02:53,455 - mmaction - INFO - Epoch [47][320/1997] lr: 7.500e-04, eta: 1 day, 7:26:11, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8609, loss_cls: 1.3740, loss: 1.3740, grad_norm: 5.4089 2020-10-02 09:03:14,195 - mmaction - INFO - Epoch [47][340/1997] lr: 7.500e-04, eta: 1 day, 7:25:50, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8599, loss_cls: 1.4015, loss: 1.4015, grad_norm: 5.4788 2020-10-02 09:03:34,119 - mmaction - INFO - Epoch [47][360/1997] lr: 7.500e-04, eta: 1 day, 7:25:27, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.6708, top5_acc: 0.8664, loss_cls: 1.3823, loss: 1.3823, grad_norm: 5.4613 2020-10-02 09:03:56,843 - mmaction - INFO - Epoch [47][380/1997] lr: 7.500e-04, eta: 1 day, 7:25:08, time: 1.137, data_time: 0.003, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8583, loss_cls: 1.3453, loss: 1.3453, grad_norm: 5.3422 2020-10-02 09:04:17,763 - mmaction - INFO - Epoch [47][400/1997] lr: 7.500e-04, eta: 1 day, 7:24:47, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3645, loss: 1.3645, grad_norm: 5.4275 2020-10-02 09:04:38,859 - mmaction - INFO - Epoch [47][420/1997] lr: 7.500e-04, eta: 1 day, 7:24:26, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6773, top5_acc: 0.8677, loss_cls: 1.3208, loss: 1.3208, grad_norm: 5.3515 2020-10-02 09:04:59,986 - mmaction - INFO - Epoch [47][440/1997] lr: 7.500e-04, eta: 1 day, 7:24:05, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8695, loss_cls: 1.3044, loss: 1.3044, grad_norm: 5.2911 2020-10-02 09:05:21,356 - mmaction - INFO - Epoch [47][460/1997] lr: 7.500e-04, eta: 1 day, 7:23:44, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6737, top5_acc: 0.8596, loss_cls: 1.3935, loss: 1.3935, grad_norm: 5.3956 2020-10-02 09:05:42,220 - mmaction - INFO - Epoch [47][480/1997] lr: 7.500e-04, eta: 1 day, 7:23:23, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8669, loss_cls: 1.3129, loss: 1.3129, grad_norm: 5.3908 2020-10-02 09:06:03,762 - mmaction - INFO - Epoch [47][500/1997] lr: 7.500e-04, eta: 1 day, 7:23:03, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8719, loss_cls: 1.2847, loss: 1.2847, grad_norm: 5.2000 2020-10-02 09:06:23,505 - mmaction - INFO - Epoch [47][520/1997] lr: 7.500e-04, eta: 1 day, 7:22:40, time: 0.989, data_time: 0.003, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8745, loss_cls: 1.3252, loss: 1.3252, grad_norm: 5.3738 2020-10-02 09:06:45,384 - mmaction - INFO - Epoch [47][540/1997] lr: 7.500e-04, eta: 1 day, 7:22:20, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6680, top5_acc: 0.8581, loss_cls: 1.3818, loss: 1.3818, grad_norm: 5.4106 2020-10-02 09:07:06,724 - mmaction - INFO - Epoch [47][560/1997] lr: 7.500e-04, eta: 1 day, 7:21:59, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8716, loss_cls: 1.3186, loss: 1.3186, grad_norm: 5.3764 2020-10-02 09:07:26,644 - mmaction - INFO - Epoch [47][580/1997] lr: 7.500e-04, eta: 1 day, 7:21:37, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8604, loss_cls: 1.3532, loss: 1.3532, grad_norm: 5.3624 2020-10-02 09:07:49,250 - mmaction - INFO - Epoch [47][600/1997] lr: 7.500e-04, eta: 1 day, 7:21:18, time: 1.130, data_time: 0.014, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8583, loss_cls: 1.3684, loss: 1.3684, grad_norm: 5.3474 2020-10-02 09:08:09,151 - mmaction - INFO - Epoch [47][620/1997] lr: 7.500e-04, eta: 1 day, 7:20:55, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8573, loss_cls: 1.3500, loss: 1.3500, grad_norm: 5.3431 2020-10-02 09:08:29,951 - mmaction - INFO - Epoch [47][640/1997] lr: 7.500e-04, eta: 1 day, 7:20:34, time: 1.040, data_time: 0.011, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8625, loss_cls: 1.3369, loss: 1.3369, grad_norm: 5.3614 2020-10-02 09:08:50,850 - mmaction - INFO - Epoch [47][660/1997] lr: 7.500e-04, eta: 1 day, 7:20:13, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8693, loss_cls: 1.3491, loss: 1.3491, grad_norm: 5.4439 2020-10-02 09:09:11,033 - mmaction - INFO - Epoch [47][680/1997] lr: 7.500e-04, eta: 1 day, 7:19:51, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8714, loss_cls: 1.3126, loss: 1.3126, grad_norm: 5.3257 2020-10-02 09:09:31,944 - mmaction - INFO - Epoch [47][700/1997] lr: 7.500e-04, eta: 1 day, 7:19:29, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6716, top5_acc: 0.8591, loss_cls: 1.3817, loss: 1.3817, grad_norm: 5.4303 2020-10-02 09:09:53,163 - mmaction - INFO - Epoch [47][720/1997] lr: 7.500e-04, eta: 1 day, 7:19:08, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8685, loss_cls: 1.3217, loss: 1.3217, grad_norm: 5.3979 2020-10-02 09:10:14,300 - mmaction - INFO - Epoch [47][740/1997] lr: 7.500e-04, eta: 1 day, 7:18:48, time: 1.056, data_time: 0.317, memory: 8350, top1_acc: 0.6742, top5_acc: 0.8615, loss_cls: 1.3644, loss: 1.3644, grad_norm: 5.4049 2020-10-02 09:10:34,528 - mmaction - INFO - Epoch [47][760/1997] lr: 7.500e-04, eta: 1 day, 7:18:26, time: 1.012, data_time: 0.137, memory: 8350, top1_acc: 0.6646, top5_acc: 0.8638, loss_cls: 1.3896, loss: 1.3896, grad_norm: 5.5812 2020-10-02 09:10:57,430 - mmaction - INFO - Epoch [47][780/1997] lr: 7.500e-04, eta: 1 day, 7:18:07, time: 1.144, data_time: 0.117, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8693, loss_cls: 1.3251, loss: 1.3251, grad_norm: 5.3318 2020-10-02 09:11:17,028 - mmaction - INFO - Epoch [47][800/1997] lr: 7.500e-04, eta: 1 day, 7:17:44, time: 0.980, data_time: 0.031, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8630, loss_cls: 1.3506, loss: 1.3506, grad_norm: 5.4108 2020-10-02 09:11:38,093 - mmaction - INFO - Epoch [47][820/1997] lr: 7.500e-04, eta: 1 day, 7:17:23, time: 1.053, data_time: 0.054, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8659, loss_cls: 1.3625, loss: 1.3625, grad_norm: 5.4489 2020-10-02 09:11:59,450 - mmaction - INFO - Epoch [47][840/1997] lr: 7.500e-04, eta: 1 day, 7:17:02, time: 1.068, data_time: 0.085, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3859, loss: 1.3859, grad_norm: 5.4584 2020-10-02 09:12:20,218 - mmaction - INFO - Epoch [47][860/1997] lr: 7.500e-04, eta: 1 day, 7:16:41, time: 1.038, data_time: 0.008, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8568, loss_cls: 1.3567, loss: 1.3567, grad_norm: 5.2091 2020-10-02 09:12:41,252 - mmaction - INFO - Epoch [47][880/1997] lr: 7.500e-04, eta: 1 day, 7:16:20, time: 1.052, data_time: 0.054, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8638, loss_cls: 1.3706, loss: 1.3706, grad_norm: 5.3850 2020-10-02 09:13:02,476 - mmaction - INFO - Epoch [47][900/1997] lr: 7.500e-04, eta: 1 day, 7:15:59, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8625, loss_cls: 1.3702, loss: 1.3702, grad_norm: 5.4370 2020-10-02 09:13:23,953 - mmaction - INFO - Epoch [47][920/1997] lr: 7.500e-04, eta: 1 day, 7:15:38, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6661, top5_acc: 0.8612, loss_cls: 1.3936, loss: 1.3936, grad_norm: 5.4272 2020-10-02 09:13:45,143 - mmaction - INFO - Epoch [47][940/1997] lr: 7.500e-04, eta: 1 day, 7:15:17, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6646, top5_acc: 0.8583, loss_cls: 1.3807, loss: 1.3807, grad_norm: 5.4390 2020-10-02 09:14:05,637 - mmaction - INFO - Epoch [47][960/1997] lr: 7.500e-04, eta: 1 day, 7:14:56, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8677, loss_cls: 1.3553, loss: 1.3553, grad_norm: 5.5301 2020-10-02 09:14:26,805 - mmaction - INFO - Epoch [47][980/1997] lr: 7.500e-04, eta: 1 day, 7:14:35, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8677, loss_cls: 1.2980, loss: 1.2980, grad_norm: 5.2552 2020-10-02 09:14:48,777 - mmaction - INFO - Epoch [47][1000/1997] lr: 7.500e-04, eta: 1 day, 7:14:15, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8638, loss_cls: 1.3290, loss: 1.3290, grad_norm: 5.3472 2020-10-02 09:15:07,763 - mmaction - INFO - Epoch [47][1020/1997] lr: 7.500e-04, eta: 1 day, 7:13:51, time: 0.949, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8651, loss_cls: 1.3464, loss: 1.3464, grad_norm: 5.4403 2020-10-02 09:15:29,326 - mmaction - INFO - Epoch [47][1040/1997] lr: 7.500e-04, eta: 1 day, 7:13:31, time: 1.079, data_time: 0.005, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8643, loss_cls: 1.3426, loss: 1.3426, grad_norm: 5.4130 2020-10-02 09:15:50,183 - mmaction - INFO - Epoch [47][1060/1997] lr: 7.500e-04, eta: 1 day, 7:13:10, time: 1.042, data_time: 0.030, memory: 8350, top1_acc: 0.6812, top5_acc: 0.8549, loss_cls: 1.3504, loss: 1.3504, grad_norm: 5.3884 2020-10-02 09:16:11,643 - mmaction - INFO - Epoch [47][1080/1997] lr: 7.500e-04, eta: 1 day, 7:12:49, time: 1.073, data_time: 0.074, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8672, loss_cls: 1.3501, loss: 1.3501, grad_norm: 5.3743 2020-10-02 09:16:33,813 - mmaction - INFO - Epoch [47][1100/1997] lr: 7.500e-04, eta: 1 day, 7:12:29, time: 1.109, data_time: 0.001, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8617, loss_cls: 1.3328, loss: 1.3328, grad_norm: 5.3681 2020-10-02 09:16:53,903 - mmaction - INFO - Epoch [47][1120/1997] lr: 7.500e-04, eta: 1 day, 7:12:07, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8576, loss_cls: 1.3621, loss: 1.3621, grad_norm: 5.3903 2020-10-02 09:17:14,968 - mmaction - INFO - Epoch [47][1140/1997] lr: 7.500e-04, eta: 1 day, 7:11:46, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3413, loss: 1.3413, grad_norm: 5.3858 2020-10-02 09:17:37,281 - mmaction - INFO - Epoch [47][1160/1997] lr: 7.500e-04, eta: 1 day, 7:11:26, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8529, loss_cls: 1.3845, loss: 1.3845, grad_norm: 5.4128 2020-10-02 09:17:56,129 - mmaction - INFO - Epoch [47][1180/1997] lr: 7.500e-04, eta: 1 day, 7:11:03, time: 0.944, data_time: 0.003, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8596, loss_cls: 1.3354, loss: 1.3354, grad_norm: 5.2915 2020-10-02 09:18:17,380 - mmaction - INFO - Epoch [47][1200/1997] lr: 7.500e-04, eta: 1 day, 7:10:42, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8672, loss_cls: 1.3199, loss: 1.3199, grad_norm: 5.2994 2020-10-02 09:18:38,629 - mmaction - INFO - Epoch [47][1220/1997] lr: 7.500e-04, eta: 1 day, 7:10:21, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8661, loss_cls: 1.3457, loss: 1.3457, grad_norm: 5.4743 2020-10-02 09:18:58,690 - mmaction - INFO - Epoch [47][1240/1997] lr: 7.500e-04, eta: 1 day, 7:09:59, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.6620, top5_acc: 0.8578, loss_cls: 1.4104, loss: 1.4104, grad_norm: 5.5397 2020-10-02 09:19:19,838 - mmaction - INFO - Epoch [47][1260/1997] lr: 7.500e-04, eta: 1 day, 7:09:38, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8620, loss_cls: 1.3604, loss: 1.3604, grad_norm: 5.4619 2020-10-02 09:19:41,230 - mmaction - INFO - Epoch [47][1280/1997] lr: 7.500e-04, eta: 1 day, 7:09:17, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8753, loss_cls: 1.3006, loss: 1.3006, grad_norm: 5.3026 2020-10-02 09:20:01,537 - mmaction - INFO - Epoch [47][1300/1997] lr: 7.500e-04, eta: 1 day, 7:08:56, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8604, loss_cls: 1.3600, loss: 1.3600, grad_norm: 5.4070 2020-10-02 09:20:22,107 - mmaction - INFO - Epoch [47][1320/1997] lr: 7.500e-04, eta: 1 day, 7:08:34, time: 1.028, data_time: 0.057, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8685, loss_cls: 1.3011, loss: 1.3011, grad_norm: 5.2843 2020-10-02 09:20:42,590 - mmaction - INFO - Epoch [47][1340/1997] lr: 7.500e-04, eta: 1 day, 7:08:12, time: 1.024, data_time: 0.013, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8701, loss_cls: 1.3069, loss: 1.3069, grad_norm: 5.2925 2020-10-02 09:21:05,042 - mmaction - INFO - Epoch [47][1360/1997] lr: 7.500e-04, eta: 1 day, 7:07:53, time: 1.123, data_time: 0.018, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8594, loss_cls: 1.3788, loss: 1.3788, grad_norm: 5.4074 2020-10-02 09:21:24,516 - mmaction - INFO - Epoch [47][1380/1997] lr: 7.500e-04, eta: 1 day, 7:07:30, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.6667, top5_acc: 0.8549, loss_cls: 1.3985, loss: 1.3985, grad_norm: 5.4891 2020-10-02 09:21:45,781 - mmaction - INFO - Epoch [47][1400/1997] lr: 7.500e-04, eta: 1 day, 7:07:09, time: 1.063, data_time: 0.082, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8628, loss_cls: 1.3626, loss: 1.3626, grad_norm: 5.4709 2020-10-02 09:22:06,190 - mmaction - INFO - Epoch [47][1420/1997] lr: 7.500e-04, eta: 1 day, 7:06:47, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8635, loss_cls: 1.3680, loss: 1.3680, grad_norm: 5.3517 2020-10-02 09:22:27,654 - mmaction - INFO - Epoch [47][1440/1997] lr: 7.500e-04, eta: 1 day, 7:06:27, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8760, loss_cls: 1.2920, loss: 1.2920, grad_norm: 5.2679 2020-10-02 09:22:49,470 - mmaction - INFO - Epoch [47][1460/1997] lr: 7.500e-04, eta: 1 day, 7:06:07, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3784, loss: 1.3784, grad_norm: 5.4946 2020-10-02 09:23:09,193 - mmaction - INFO - Epoch [47][1480/1997] lr: 7.500e-04, eta: 1 day, 7:05:44, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8740, loss_cls: 1.2986, loss: 1.2986, grad_norm: 5.3394 2020-10-02 09:23:29,843 - mmaction - INFO - Epoch [47][1500/1997] lr: 7.500e-04, eta: 1 day, 7:05:23, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6654, top5_acc: 0.8576, loss_cls: 1.3760, loss: 1.3760, grad_norm: 5.4201 2020-10-02 09:23:51,273 - mmaction - INFO - Epoch [47][1520/1997] lr: 7.500e-04, eta: 1 day, 7:05:02, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.6737, top5_acc: 0.8539, loss_cls: 1.3827, loss: 1.3827, grad_norm: 5.4520 2020-10-02 09:24:11,788 - mmaction - INFO - Epoch [47][1540/1997] lr: 7.500e-04, eta: 1 day, 7:04:40, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6565, top5_acc: 0.8500, loss_cls: 1.4440, loss: 1.4440, grad_norm: 5.6529 2020-10-02 09:24:33,001 - mmaction - INFO - Epoch [47][1560/1997] lr: 7.500e-04, eta: 1 day, 7:04:19, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8654, loss_cls: 1.3309, loss: 1.3309, grad_norm: 5.4002 2020-10-02 09:24:53,197 - mmaction - INFO - Epoch [47][1580/1997] lr: 7.500e-04, eta: 1 day, 7:03:57, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.3039, loss: 1.3039, grad_norm: 5.3877 2020-10-02 09:25:14,197 - mmaction - INFO - Epoch [47][1600/1997] lr: 7.500e-04, eta: 1 day, 7:03:36, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8628, loss_cls: 1.3500, loss: 1.3500, grad_norm: 5.3875 2020-10-02 09:25:35,007 - mmaction - INFO - Epoch [47][1620/1997] lr: 7.500e-04, eta: 1 day, 7:03:15, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.6667, top5_acc: 0.8576, loss_cls: 1.3923, loss: 1.3923, grad_norm: 5.5199 2020-10-02 09:25:55,789 - mmaction - INFO - Epoch [47][1640/1997] lr: 7.500e-04, eta: 1 day, 7:02:54, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.6674, top5_acc: 0.8474, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.5206 2020-10-02 09:26:16,402 - mmaction - INFO - Epoch [47][1660/1997] lr: 7.500e-04, eta: 1 day, 7:02:32, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3782, loss: 1.3782, grad_norm: 5.4264 2020-10-02 09:26:38,143 - mmaction - INFO - Epoch [47][1680/1997] lr: 7.500e-04, eta: 1 day, 7:02:12, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8721, loss_cls: 1.3246, loss: 1.3246, grad_norm: 5.3978 2020-10-02 09:26:59,793 - mmaction - INFO - Epoch [47][1700/1997] lr: 7.500e-04, eta: 1 day, 7:01:51, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3539, loss: 1.3539, grad_norm: 5.4857 2020-10-02 09:27:19,565 - mmaction - INFO - Epoch [47][1720/1997] lr: 7.500e-04, eta: 1 day, 7:01:29, time: 0.988, data_time: 0.001, memory: 8350, top1_acc: 0.6581, top5_acc: 0.8542, loss_cls: 1.4088, loss: 1.4088, grad_norm: 5.5171 2020-10-02 09:27:40,071 - mmaction - INFO - Epoch [47][1740/1997] lr: 7.500e-04, eta: 1 day, 7:01:07, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8688, loss_cls: 1.3090, loss: 1.3090, grad_norm: 5.3068 2020-10-02 09:28:00,686 - mmaction - INFO - Epoch [47][1760/1997] lr: 7.500e-04, eta: 1 day, 7:00:46, time: 1.031, data_time: 0.009, memory: 8350, top1_acc: 0.6677, top5_acc: 0.8643, loss_cls: 1.3632, loss: 1.3632, grad_norm: 5.4682 2020-10-02 09:28:22,194 - mmaction - INFO - Epoch [47][1780/1997] lr: 7.500e-04, eta: 1 day, 7:00:25, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6708, top5_acc: 0.8638, loss_cls: 1.3619, loss: 1.3619, grad_norm: 5.5093 2020-10-02 09:28:42,771 - mmaction - INFO - Epoch [47][1800/1997] lr: 7.500e-04, eta: 1 day, 7:00:04, time: 1.030, data_time: 0.003, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8638, loss_cls: 1.3601, loss: 1.3601, grad_norm: 5.3532 2020-10-02 09:29:03,265 - mmaction - INFO - Epoch [47][1820/1997] lr: 7.500e-04, eta: 1 day, 6:59:42, time: 1.024, data_time: 0.007, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8638, loss_cls: 1.3589, loss: 1.3589, grad_norm: 5.4811 2020-10-02 09:29:24,815 - mmaction - INFO - Epoch [47][1840/1997] lr: 7.500e-04, eta: 1 day, 6:59:21, time: 1.078, data_time: 0.007, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8661, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.3268 2020-10-02 09:29:46,138 - mmaction - INFO - Epoch [47][1860/1997] lr: 7.500e-04, eta: 1 day, 6:59:01, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3892, loss: 1.3892, grad_norm: 5.4927 2020-10-02 09:30:07,656 - mmaction - INFO - Epoch [47][1880/1997] lr: 7.500e-04, eta: 1 day, 6:58:40, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3544, loss: 1.3544, grad_norm: 5.4146 2020-10-02 09:30:29,308 - mmaction - INFO - Epoch [47][1900/1997] lr: 7.500e-04, eta: 1 day, 6:58:20, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8680, loss_cls: 1.3594, loss: 1.3594, grad_norm: 5.3320 2020-10-02 09:30:48,153 - mmaction - INFO - Epoch [47][1920/1997] lr: 7.500e-04, eta: 1 day, 6:57:56, time: 0.942, data_time: 0.001, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8633, loss_cls: 1.3318, loss: 1.3318, grad_norm: 5.4687 2020-10-02 09:31:10,475 - mmaction - INFO - Epoch [47][1940/1997] lr: 7.500e-04, eta: 1 day, 6:57:37, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8698, loss_cls: 1.3438, loss: 1.3438, grad_norm: 5.4364 2020-10-02 09:31:31,403 - mmaction - INFO - Epoch [47][1960/1997] lr: 7.500e-04, eta: 1 day, 6:57:15, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8721, loss_cls: 1.3136, loss: 1.3136, grad_norm: 5.3887 2020-10-02 09:31:52,168 - mmaction - INFO - Epoch [47][1980/1997] lr: 7.500e-04, eta: 1 day, 6:56:54, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8672, loss_cls: 1.3308, loss: 1.3308, grad_norm: 5.4013 2020-10-02 09:32:11,885 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-10-02 09:32:58,593 - mmaction - INFO - Epoch [48][20/1997] lr: 7.500e-04, eta: 1 day, 6:56:23, time: 2.300, data_time: 1.111, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8693, loss_cls: 1.2863, loss: 1.2863, grad_norm: 5.1833 2020-10-02 09:33:19,578 - mmaction - INFO - Epoch [48][40/1997] lr: 7.500e-04, eta: 1 day, 6:56:02, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8672, loss_cls: 1.3469, loss: 1.3469, grad_norm: 5.4134 2020-10-02 09:33:39,627 - mmaction - INFO - Epoch [48][60/1997] lr: 7.500e-04, eta: 1 day, 6:55:40, time: 1.004, data_time: 0.003, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8698, loss_cls: 1.3218, loss: 1.3218, grad_norm: 5.3059 2020-10-02 09:34:02,146 - mmaction - INFO - Epoch [48][80/1997] lr: 7.500e-04, eta: 1 day, 6:55:20, time: 1.126, data_time: 0.001, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8716, loss_cls: 1.3078, loss: 1.3078, grad_norm: 5.4296 2020-10-02 09:34:22,742 - mmaction - INFO - Epoch [48][100/1997] lr: 7.500e-04, eta: 1 day, 6:54:59, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8581, loss_cls: 1.3639, loss: 1.3639, grad_norm: 5.4179 2020-10-02 09:34:43,478 - mmaction - INFO - Epoch [48][120/1997] lr: 7.500e-04, eta: 1 day, 6:54:37, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8596, loss_cls: 1.3464, loss: 1.3464, grad_norm: 5.4145 2020-10-02 09:35:04,780 - mmaction - INFO - Epoch [48][140/1997] lr: 7.500e-04, eta: 1 day, 6:54:17, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8690, loss_cls: 1.3198, loss: 1.3198, grad_norm: 5.4037 2020-10-02 09:35:25,827 - mmaction - INFO - Epoch [48][160/1997] lr: 7.500e-04, eta: 1 day, 6:53:56, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8599, loss_cls: 1.3384, loss: 1.3384, grad_norm: 5.3248 2020-10-02 09:35:46,312 - mmaction - INFO - Epoch [48][180/1997] lr: 7.500e-04, eta: 1 day, 6:53:34, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8664, loss_cls: 1.3260, loss: 1.3260, grad_norm: 5.3738 2020-10-02 09:36:07,732 - mmaction - INFO - Epoch [48][200/1997] lr: 7.500e-04, eta: 1 day, 6:53:13, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.6721, top5_acc: 0.8602, loss_cls: 1.3465, loss: 1.3465, grad_norm: 5.4089 2020-10-02 09:36:28,023 - mmaction - INFO - Epoch [48][220/1997] lr: 7.500e-04, eta: 1 day, 6:52:51, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3468, loss: 1.3468, grad_norm: 5.4323 2020-10-02 09:36:49,137 - mmaction - INFO - Epoch [48][240/1997] lr: 7.500e-04, eta: 1 day, 6:52:30, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.6693, top5_acc: 0.8693, loss_cls: 1.3448, loss: 1.3448, grad_norm: 5.4820 2020-10-02 09:37:11,270 - mmaction - INFO - Epoch [48][260/1997] lr: 7.500e-04, eta: 1 day, 6:52:11, time: 1.106, data_time: 0.002, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3449, loss: 1.3449, grad_norm: 5.5368 2020-10-02 09:37:31,289 - mmaction - INFO - Epoch [48][280/1997] lr: 7.500e-04, eta: 1 day, 6:51:48, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8615, loss_cls: 1.3467, loss: 1.3467, grad_norm: 5.4030 2020-10-02 09:37:51,505 - mmaction - INFO - Epoch [48][300/1997] lr: 7.500e-04, eta: 1 day, 6:51:26, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8677, loss_cls: 1.3341, loss: 1.3341, grad_norm: 5.3234 2020-10-02 09:38:13,081 - mmaction - INFO - Epoch [48][320/1997] lr: 7.500e-04, eta: 1 day, 6:51:06, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8677, loss_cls: 1.3464, loss: 1.3464, grad_norm: 5.4493 2020-10-02 09:38:33,842 - mmaction - INFO - Epoch [48][340/1997] lr: 7.500e-04, eta: 1 day, 6:50:44, time: 1.038, data_time: 0.049, memory: 8350, top1_acc: 0.6708, top5_acc: 0.8596, loss_cls: 1.3557, loss: 1.3557, grad_norm: 5.4316 2020-10-02 09:38:54,355 - mmaction - INFO - Epoch [48][360/1997] lr: 7.500e-04, eta: 1 day, 6:50:23, time: 1.026, data_time: 0.003, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8695, loss_cls: 1.3324, loss: 1.3324, grad_norm: 5.4257 2020-10-02 09:39:16,655 - mmaction - INFO - Epoch [48][380/1997] lr: 7.500e-04, eta: 1 day, 6:50:03, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8594, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.3928 2020-10-02 09:39:36,262 - mmaction - INFO - Epoch [48][400/1997] lr: 7.500e-04, eta: 1 day, 6:49:41, time: 0.980, data_time: 0.002, memory: 8350, top1_acc: 0.6708, top5_acc: 0.8609, loss_cls: 1.3689, loss: 1.3689, grad_norm: 5.5337 2020-10-02 09:39:57,428 - mmaction - INFO - Epoch [48][420/1997] lr: 7.500e-04, eta: 1 day, 6:49:20, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8682, loss_cls: 1.3343, loss: 1.3343, grad_norm: 5.3685 2020-10-02 09:40:18,335 - mmaction - INFO - Epoch [48][440/1997] lr: 7.500e-04, eta: 1 day, 6:48:58, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8641, loss_cls: 1.3546, loss: 1.3546, grad_norm: 5.4026 2020-10-02 09:40:39,412 - mmaction - INFO - Epoch [48][460/1997] lr: 7.500e-04, eta: 1 day, 6:48:37, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8755, loss_cls: 1.2678, loss: 1.2678, grad_norm: 5.3176 2020-10-02 09:41:00,244 - mmaction - INFO - Epoch [48][480/1997] lr: 7.500e-04, eta: 1 day, 6:48:16, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6688, top5_acc: 0.8536, loss_cls: 1.3879, loss: 1.3879, grad_norm: 5.5087 2020-10-02 09:41:20,785 - mmaction - INFO - Epoch [48][500/1997] lr: 7.500e-04, eta: 1 day, 6:47:54, time: 1.028, data_time: 0.003, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8667, loss_cls: 1.3469, loss: 1.3469, grad_norm: 5.4661 2020-10-02 09:41:41,203 - mmaction - INFO - Epoch [48][520/1997] lr: 7.500e-04, eta: 1 day, 6:47:33, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8620, loss_cls: 1.3555, loss: 1.3555, grad_norm: 5.5719 2020-10-02 09:42:02,642 - mmaction - INFO - Epoch [48][540/1997] lr: 7.500e-04, eta: 1 day, 6:47:12, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8635, loss_cls: 1.3422, loss: 1.3422, grad_norm: 5.3715 2020-10-02 09:42:23,194 - mmaction - INFO - Epoch [48][560/1997] lr: 7.500e-04, eta: 1 day, 6:46:50, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.6708, top5_acc: 0.8625, loss_cls: 1.3560, loss: 1.3560, grad_norm: 5.4364 2020-10-02 09:42:43,821 - mmaction - INFO - Epoch [48][580/1997] lr: 7.500e-04, eta: 1 day, 6:46:29, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8622, loss_cls: 1.3305, loss: 1.3305, grad_norm: 5.4412 2020-10-02 09:43:05,452 - mmaction - INFO - Epoch [48][600/1997] lr: 7.500e-04, eta: 1 day, 6:46:09, time: 1.083, data_time: 0.003, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8630, loss_cls: 1.3077, loss: 1.3077, grad_norm: 5.3257 2020-10-02 09:43:26,348 - mmaction - INFO - Epoch [48][620/1997] lr: 7.500e-04, eta: 1 day, 6:45:47, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8646, loss_cls: 1.3295, loss: 1.3295, grad_norm: 5.3510 2020-10-02 09:43:46,233 - mmaction - INFO - Epoch [48][640/1997] lr: 7.500e-04, eta: 1 day, 6:45:25, time: 0.995, data_time: 0.003, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8685, loss_cls: 1.3126, loss: 1.3126, grad_norm: 5.3386 2020-10-02 09:44:08,993 - mmaction - INFO - Epoch [48][660/1997] lr: 7.500e-04, eta: 1 day, 6:45:06, time: 1.139, data_time: 0.002, memory: 8350, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3772, loss: 1.3772, grad_norm: 5.5456 2020-10-02 09:44:30,643 - mmaction - INFO - Epoch [48][680/1997] lr: 7.500e-04, eta: 1 day, 6:44:45, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8727, loss_cls: 1.3118, loss: 1.3118, grad_norm: 5.3694 2020-10-02 09:44:50,319 - mmaction - INFO - Epoch [48][700/1997] lr: 7.500e-04, eta: 1 day, 6:44:23, time: 0.984, data_time: 0.002, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8667, loss_cls: 1.3330, loss: 1.3330, grad_norm: 5.4057 2020-10-02 09:45:11,813 - mmaction - INFO - Epoch [48][720/1997] lr: 7.500e-04, eta: 1 day, 6:44:02, time: 1.074, data_time: 0.061, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8646, loss_cls: 1.3300, loss: 1.3300, grad_norm: 5.3623 2020-10-02 09:45:32,230 - mmaction - INFO - Epoch [48][740/1997] lr: 7.500e-04, eta: 1 day, 6:43:41, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8672, loss_cls: 1.3395, loss: 1.3395, grad_norm: 5.3174 2020-10-02 09:45:53,988 - mmaction - INFO - Epoch [48][760/1997] lr: 7.500e-04, eta: 1 day, 6:43:20, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8687, loss_cls: 1.3238, loss: 1.3238, grad_norm: 5.3391 2020-10-02 09:46:14,468 - mmaction - INFO - Epoch [48][780/1997] lr: 7.500e-04, eta: 1 day, 6:42:59, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8633, loss_cls: 1.3301, loss: 1.3301, grad_norm: 5.4012 2020-10-02 09:46:36,104 - mmaction - INFO - Epoch [48][800/1997] lr: 7.500e-04, eta: 1 day, 6:42:38, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8693, loss_cls: 1.3486, loss: 1.3486, grad_norm: 5.4601 2020-10-02 09:46:56,259 - mmaction - INFO - Epoch [48][820/1997] lr: 7.500e-04, eta: 1 day, 6:42:16, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8578, loss_cls: 1.3561, loss: 1.3561, grad_norm: 5.4766 2020-10-02 09:47:16,779 - mmaction - INFO - Epoch [48][840/1997] lr: 7.500e-04, eta: 1 day, 6:41:55, time: 1.026, data_time: 0.006, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8805, loss_cls: 1.2831, loss: 1.2831, grad_norm: 5.3744 2020-10-02 09:47:37,693 - mmaction - INFO - Epoch [48][860/1997] lr: 7.500e-04, eta: 1 day, 6:41:33, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3336, loss: 1.3336, grad_norm: 5.4978 2020-10-02 09:47:58,594 - mmaction - INFO - Epoch [48][880/1997] lr: 7.500e-04, eta: 1 day, 6:41:12, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8641, loss_cls: 1.3497, loss: 1.3497, grad_norm: 5.3732 2020-10-02 09:48:20,208 - mmaction - INFO - Epoch [48][900/1997] lr: 7.500e-04, eta: 1 day, 6:40:52, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8667, loss_cls: 1.3278, loss: 1.3278, grad_norm: 5.4559 2020-10-02 09:48:42,048 - mmaction - INFO - Epoch [48][920/1997] lr: 7.500e-04, eta: 1 day, 6:40:31, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8690, loss_cls: 1.3328, loss: 1.3328, grad_norm: 5.3211 2020-10-02 09:49:02,435 - mmaction - INFO - Epoch [48][940/1997] lr: 7.500e-04, eta: 1 day, 6:40:10, time: 1.020, data_time: 0.003, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8685, loss_cls: 1.3182, loss: 1.3182, grad_norm: 5.4725 2020-10-02 09:49:24,267 - mmaction - INFO - Epoch [48][960/1997] lr: 7.500e-04, eta: 1 day, 6:39:50, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8651, loss_cls: 1.3626, loss: 1.3626, grad_norm: 5.4127 2020-10-02 09:49:46,591 - mmaction - INFO - Epoch [48][980/1997] lr: 7.500e-04, eta: 1 day, 6:39:30, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8596, loss_cls: 1.3665, loss: 1.3665, grad_norm: 5.4393 2020-10-02 09:50:05,360 - mmaction - INFO - Epoch [48][1000/1997] lr: 7.500e-04, eta: 1 day, 6:39:06, time: 0.938, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8669, loss_cls: 1.3415, loss: 1.3415, grad_norm: 5.5089 2020-10-02 09:50:26,458 - mmaction - INFO - Epoch [48][1020/1997] lr: 7.500e-04, eta: 1 day, 6:38:45, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6737, top5_acc: 0.8651, loss_cls: 1.3468, loss: 1.3468, grad_norm: 5.4360 2020-10-02 09:50:48,301 - mmaction - INFO - Epoch [48][1040/1997] lr: 7.500e-04, eta: 1 day, 6:38:25, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8643, loss_cls: 1.3509, loss: 1.3509, grad_norm: 5.3998 2020-10-02 09:51:08,917 - mmaction - INFO - Epoch [48][1060/1997] lr: 7.500e-04, eta: 1 day, 6:38:04, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8690, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.3603 2020-10-02 09:51:29,268 - mmaction - INFO - Epoch [48][1080/1997] lr: 7.500e-04, eta: 1 day, 6:37:42, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8625, loss_cls: 1.3522, loss: 1.3522, grad_norm: 5.4197 2020-10-02 09:51:50,503 - mmaction - INFO - Epoch [48][1100/1997] lr: 7.500e-04, eta: 1 day, 6:37:21, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8630, loss_cls: 1.3232, loss: 1.3232, grad_norm: 5.2633 2020-10-02 09:52:11,036 - mmaction - INFO - Epoch [48][1120/1997] lr: 7.500e-04, eta: 1 day, 6:36:59, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8656, loss_cls: 1.3295, loss: 1.3295, grad_norm: 5.4607 2020-10-02 09:52:31,759 - mmaction - INFO - Epoch [48][1140/1997] lr: 7.500e-04, eta: 1 day, 6:36:38, time: 1.037, data_time: 0.024, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8711, loss_cls: 1.3235, loss: 1.3235, grad_norm: 5.4345 2020-10-02 09:52:51,867 - mmaction - INFO - Epoch [48][1160/1997] lr: 7.500e-04, eta: 1 day, 6:36:16, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8513, loss_cls: 1.4011, loss: 1.4011, grad_norm: 5.5533 2020-10-02 09:53:13,935 - mmaction - INFO - Epoch [48][1180/1997] lr: 7.500e-04, eta: 1 day, 6:35:56, time: 1.105, data_time: 0.076, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8612, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.3612 2020-10-02 09:53:34,992 - mmaction - INFO - Epoch [48][1200/1997] lr: 7.500e-04, eta: 1 day, 6:35:35, time: 1.052, data_time: 0.094, memory: 8350, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3739, loss: 1.3739, grad_norm: 5.4970 2020-10-02 09:53:55,523 - mmaction - INFO - Epoch [48][1220/1997] lr: 7.500e-04, eta: 1 day, 6:35:13, time: 1.025, data_time: 0.105, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8607, loss_cls: 1.3755, loss: 1.3755, grad_norm: 5.4653 2020-10-02 09:54:16,411 - mmaction - INFO - Epoch [48][1240/1997] lr: 7.500e-04, eta: 1 day, 6:34:52, time: 1.045, data_time: 0.368, memory: 8350, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3844, loss: 1.3844, grad_norm: 5.5278 2020-10-02 09:54:36,413 - mmaction - INFO - Epoch [48][1260/1997] lr: 7.500e-04, eta: 1 day, 6:34:30, time: 1.001, data_time: 0.243, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8659, loss_cls: 1.3504, loss: 1.3504, grad_norm: 5.4657 2020-10-02 09:54:57,683 - mmaction - INFO - Epoch [48][1280/1997] lr: 7.500e-04, eta: 1 day, 6:34:09, time: 1.062, data_time: 0.066, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8716, loss_cls: 1.3159, loss: 1.3159, grad_norm: 5.3936 2020-10-02 09:55:19,124 - mmaction - INFO - Epoch [48][1300/1997] lr: 7.500e-04, eta: 1 day, 6:33:48, time: 1.073, data_time: 0.011, memory: 8350, top1_acc: 0.6661, top5_acc: 0.8648, loss_cls: 1.3806, loss: 1.3806, grad_norm: 5.5666 2020-10-02 09:55:39,016 - mmaction - INFO - Epoch [48][1320/1997] lr: 7.500e-04, eta: 1 day, 6:33:26, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.6721, top5_acc: 0.8635, loss_cls: 1.3573, loss: 1.3573, grad_norm: 5.5406 2020-10-02 09:56:00,667 - mmaction - INFO - Epoch [48][1340/1997] lr: 7.500e-04, eta: 1 day, 6:33:06, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8620, loss_cls: 1.3651, loss: 1.3651, grad_norm: 5.4040 2020-10-02 09:56:21,046 - mmaction - INFO - Epoch [48][1360/1997] lr: 7.500e-04, eta: 1 day, 6:32:44, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8755, loss_cls: 1.2875, loss: 1.2875, grad_norm: 5.2950 2020-10-02 09:56:41,549 - mmaction - INFO - Epoch [48][1380/1997] lr: 7.500e-04, eta: 1 day, 6:32:22, time: 1.025, data_time: 0.013, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8620, loss_cls: 1.3489, loss: 1.3489, grad_norm: 5.3858 2020-10-02 09:57:03,724 - mmaction - INFO - Epoch [48][1400/1997] lr: 7.500e-04, eta: 1 day, 6:32:02, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.6719, top5_acc: 0.8612, loss_cls: 1.3678, loss: 1.3678, grad_norm: 5.4928 2020-10-02 09:57:24,172 - mmaction - INFO - Epoch [48][1420/1997] lr: 7.500e-04, eta: 1 day, 6:31:41, time: 1.024, data_time: 0.003, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8648, loss_cls: 1.3416, loss: 1.3416, grad_norm: 5.5061 2020-10-02 09:57:44,959 - mmaction - INFO - Epoch [48][1440/1997] lr: 7.500e-04, eta: 1 day, 6:31:19, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8578, loss_cls: 1.3645, loss: 1.3645, grad_norm: 5.4807 2020-10-02 09:58:06,354 - mmaction - INFO - Epoch [48][1460/1997] lr: 7.500e-04, eta: 1 day, 6:30:59, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8596, loss_cls: 1.3368, loss: 1.3368, grad_norm: 5.3635 2020-10-02 09:58:27,647 - mmaction - INFO - Epoch [48][1480/1997] lr: 7.500e-04, eta: 1 day, 6:30:38, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6734, top5_acc: 0.8677, loss_cls: 1.3576, loss: 1.3576, grad_norm: 5.3848 2020-10-02 09:58:47,094 - mmaction - INFO - Epoch [48][1500/1997] lr: 7.500e-04, eta: 1 day, 6:30:15, time: 0.971, data_time: 0.001, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8646, loss_cls: 1.3633, loss: 1.3633, grad_norm: 5.5841 2020-10-02 09:59:08,127 - mmaction - INFO - Epoch [48][1520/1997] lr: 7.500e-04, eta: 1 day, 6:29:54, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8667, loss_cls: 1.3278, loss: 1.3278, grad_norm: 5.4548 2020-10-02 09:59:28,687 - mmaction - INFO - Epoch [48][1540/1997] lr: 7.500e-04, eta: 1 day, 6:29:32, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8594, loss_cls: 1.3600, loss: 1.3600, grad_norm: 5.5033 2020-10-02 09:59:50,405 - mmaction - INFO - Epoch [48][1560/1997] lr: 7.500e-04, eta: 1 day, 6:29:12, time: 1.086, data_time: 0.001, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8591, loss_cls: 1.3643, loss: 1.3643, grad_norm: 5.5449 2020-10-02 10:00:12,244 - mmaction - INFO - Epoch [48][1580/1997] lr: 7.500e-04, eta: 1 day, 6:28:52, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.6719, top5_acc: 0.8591, loss_cls: 1.3896, loss: 1.3896, grad_norm: 5.5341 2020-10-02 10:00:32,397 - mmaction - INFO - Epoch [48][1600/1997] lr: 7.500e-04, eta: 1 day, 6:28:30, time: 1.008, data_time: 0.003, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8638, loss_cls: 1.3515, loss: 1.3515, grad_norm: 5.5355 2020-10-02 10:00:54,097 - mmaction - INFO - Epoch [48][1620/1997] lr: 7.500e-04, eta: 1 day, 6:28:10, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8669, loss_cls: 1.3546, loss: 1.3546, grad_norm: 5.5395 2020-10-02 10:01:15,183 - mmaction - INFO - Epoch [48][1640/1997] lr: 7.500e-04, eta: 1 day, 6:27:49, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8583, loss_cls: 1.3673, loss: 1.3673, grad_norm: 5.4713 2020-10-02 10:01:35,902 - mmaction - INFO - Epoch [48][1660/1997] lr: 7.500e-04, eta: 1 day, 6:27:27, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8531, loss_cls: 1.3790, loss: 1.3790, grad_norm: 5.5028 2020-10-02 10:01:57,612 - mmaction - INFO - Epoch [48][1680/1997] lr: 7.500e-04, eta: 1 day, 6:27:07, time: 1.086, data_time: 0.003, memory: 8350, top1_acc: 0.6812, top5_acc: 0.8648, loss_cls: 1.3295, loss: 1.3295, grad_norm: 5.4510 2020-10-02 10:02:19,786 - mmaction - INFO - Epoch [48][1700/1997] lr: 7.500e-04, eta: 1 day, 6:26:47, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.6776, top5_acc: 0.8643, loss_cls: 1.3382, loss: 1.3382, grad_norm: 5.4400 2020-10-02 10:02:38,802 - mmaction - INFO - Epoch [48][1720/1997] lr: 7.500e-04, eta: 1 day, 6:26:24, time: 0.950, data_time: 0.002, memory: 8350, top1_acc: 0.6721, top5_acc: 0.8688, loss_cls: 1.3437, loss: 1.3437, grad_norm: 5.4969 2020-10-02 10:03:01,182 - mmaction - INFO - Epoch [48][1740/1997] lr: 7.500e-04, eta: 1 day, 6:26:04, time: 1.120, data_time: 0.002, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8682, loss_cls: 1.3243, loss: 1.3243, grad_norm: 5.4355 2020-10-02 10:03:21,997 - mmaction - INFO - Epoch [48][1760/1997] lr: 7.500e-04, eta: 1 day, 6:25:43, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8661, loss_cls: 1.3366, loss: 1.3366, grad_norm: 5.4638 2020-10-02 10:03:42,444 - mmaction - INFO - Epoch [48][1780/1997] lr: 7.500e-04, eta: 1 day, 6:25:21, time: 1.023, data_time: 0.003, memory: 8350, top1_acc: 0.6729, top5_acc: 0.8669, loss_cls: 1.3481, loss: 1.3481, grad_norm: 5.4232 2020-10-02 10:04:03,262 - mmaction - INFO - Epoch [48][1800/1997] lr: 7.500e-04, eta: 1 day, 6:25:00, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6721, top5_acc: 0.8604, loss_cls: 1.3560, loss: 1.3560, grad_norm: 5.4946 2020-10-02 10:04:24,550 - mmaction - INFO - Epoch [48][1820/1997] lr: 7.500e-04, eta: 1 day, 6:24:39, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6648, top5_acc: 0.8641, loss_cls: 1.3630, loss: 1.3630, grad_norm: 5.5313 2020-10-02 10:04:44,902 - mmaction - INFO - Epoch [48][1840/1997] lr: 7.500e-04, eta: 1 day, 6:24:17, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.6693, top5_acc: 0.8589, loss_cls: 1.3730, loss: 1.3730, grad_norm: 5.5097 2020-10-02 10:05:06,381 - mmaction - INFO - Epoch [48][1860/1997] lr: 7.500e-04, eta: 1 day, 6:23:57, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.6773, top5_acc: 0.8596, loss_cls: 1.3685, loss: 1.3685, grad_norm: 5.4994 2020-10-02 10:05:28,170 - mmaction - INFO - Epoch [48][1880/1997] lr: 7.500e-04, eta: 1 day, 6:23:36, time: 1.090, data_time: 0.003, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8573, loss_cls: 1.4085, loss: 1.4085, grad_norm: 5.5315 2020-10-02 10:05:48,079 - mmaction - INFO - Epoch [48][1900/1997] lr: 7.500e-04, eta: 1 day, 6:23:14, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8646, loss_cls: 1.3279, loss: 1.3279, grad_norm: 5.3193 2020-10-02 10:06:10,048 - mmaction - INFO - Epoch [48][1920/1997] lr: 7.500e-04, eta: 1 day, 6:22:54, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.6630, top5_acc: 0.8552, loss_cls: 1.3780, loss: 1.3780, grad_norm: 5.4989 2020-10-02 10:06:32,003 - mmaction - INFO - Epoch [48][1940/1997] lr: 7.500e-04, eta: 1 day, 6:22:34, time: 1.099, data_time: 0.003, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.3121, loss: 1.3121, grad_norm: 5.3541 2020-10-02 10:06:51,708 - mmaction - INFO - Epoch [48][1960/1997] lr: 7.500e-04, eta: 1 day, 6:22:11, time: 0.984, data_time: 0.001, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8643, loss_cls: 1.3578, loss: 1.3578, grad_norm: 5.4704 2020-10-02 10:07:12,672 - mmaction - INFO - Epoch [48][1980/1997] lr: 7.500e-04, eta: 1 day, 6:21:50, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3319, loss: 1.3319, grad_norm: 5.3948 2020-10-02 10:07:31,392 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-10-02 10:08:19,797 - mmaction - INFO - Epoch [49][20/1997] lr: 7.500e-04, eta: 1 day, 6:21:21, time: 2.375, data_time: 1.167, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8721, loss_cls: 1.3057, loss: 1.3057, grad_norm: 5.3282 2020-10-02 10:08:40,811 - mmaction - INFO - Epoch [49][40/1997] lr: 7.500e-04, eta: 1 day, 6:21:00, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8706, loss_cls: 1.3176, loss: 1.3176, grad_norm: 5.3356 2020-10-02 10:09:00,831 - mmaction - INFO - Epoch [49][60/1997] lr: 7.500e-04, eta: 1 day, 6:20:37, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8703, loss_cls: 1.3441, loss: 1.3441, grad_norm: 5.5491 2020-10-02 10:09:22,642 - mmaction - INFO - Epoch [49][80/1997] lr: 7.500e-04, eta: 1 day, 6:20:17, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2975, loss: 1.2975, grad_norm: 5.3503 2020-10-02 10:09:44,558 - mmaction - INFO - Epoch [49][100/1997] lr: 7.500e-04, eta: 1 day, 6:19:57, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8635, loss_cls: 1.3468, loss: 1.3468, grad_norm: 5.5190 2020-10-02 10:10:03,462 - mmaction - INFO - Epoch [49][120/1997] lr: 7.500e-04, eta: 1 day, 6:19:34, time: 0.945, data_time: 0.001, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8706, loss_cls: 1.3141, loss: 1.3141, grad_norm: 5.4572 2020-10-02 10:10:24,921 - mmaction - INFO - Epoch [49][140/1997] lr: 7.500e-04, eta: 1 day, 6:19:13, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6716, top5_acc: 0.8604, loss_cls: 1.3866, loss: 1.3866, grad_norm: 5.5609 2020-10-02 10:10:45,939 - mmaction - INFO - Epoch [49][160/1997] lr: 7.500e-04, eta: 1 day, 6:18:52, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8766, loss_cls: 1.2840, loss: 1.2840, grad_norm: 5.2901 2020-10-02 10:11:06,354 - mmaction - INFO - Epoch [49][180/1997] lr: 7.500e-04, eta: 1 day, 6:18:30, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8719, loss_cls: 1.3080, loss: 1.3080, grad_norm: 5.4823 2020-10-02 10:11:27,444 - mmaction - INFO - Epoch [49][200/1997] lr: 7.500e-04, eta: 1 day, 6:18:09, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8771, loss_cls: 1.2654, loss: 1.2654, grad_norm: 5.3622 2020-10-02 10:11:48,665 - mmaction - INFO - Epoch [49][220/1997] lr: 7.500e-04, eta: 1 day, 6:17:48, time: 1.062, data_time: 0.021, memory: 8350, top1_acc: 0.6680, top5_acc: 0.8552, loss_cls: 1.3970, loss: 1.3970, grad_norm: 5.6299 2020-10-02 10:12:09,457 - mmaction - INFO - Epoch [49][240/1997] lr: 7.500e-04, eta: 1 day, 6:17:27, time: 1.038, data_time: 0.227, memory: 8350, top1_acc: 0.6685, top5_acc: 0.8641, loss_cls: 1.3492, loss: 1.3492, grad_norm: 5.5000 2020-10-02 10:12:30,730 - mmaction - INFO - Epoch [49][260/1997] lr: 7.500e-04, eta: 1 day, 6:17:06, time: 1.065, data_time: 0.038, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8612, loss_cls: 1.3394, loss: 1.3394, grad_norm: 5.3764 2020-10-02 10:12:51,683 - mmaction - INFO - Epoch [49][280/1997] lr: 7.500e-04, eta: 1 day, 6:16:45, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8659, loss_cls: 1.3244, loss: 1.3244, grad_norm: 5.4294 2020-10-02 10:13:13,171 - mmaction - INFO - Epoch [49][300/1997] lr: 7.500e-04, eta: 1 day, 6:16:24, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8695, loss_cls: 1.3250, loss: 1.3250, grad_norm: 5.4251 2020-10-02 10:13:34,712 - mmaction - INFO - Epoch [49][320/1997] lr: 7.500e-04, eta: 1 day, 6:16:04, time: 1.078, data_time: 0.003, memory: 8350, top1_acc: 0.6682, top5_acc: 0.8638, loss_cls: 1.3598, loss: 1.3598, grad_norm: 5.4322 2020-10-02 10:13:54,870 - mmaction - INFO - Epoch [49][340/1997] lr: 7.500e-04, eta: 1 day, 6:15:42, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.6776, top5_acc: 0.8594, loss_cls: 1.3544, loss: 1.3544, grad_norm: 5.4419 2020-10-02 10:14:16,745 - mmaction - INFO - Epoch [49][360/1997] lr: 7.500e-04, eta: 1 day, 6:15:22, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8695, loss_cls: 1.3461, loss: 1.3461, grad_norm: 5.4866 2020-10-02 10:14:36,714 - mmaction - INFO - Epoch [49][380/1997] lr: 7.500e-04, eta: 1 day, 6:15:00, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8586, loss_cls: 1.3684, loss: 1.3684, grad_norm: 5.4750 2020-10-02 10:14:57,962 - mmaction - INFO - Epoch [49][400/1997] lr: 7.500e-04, eta: 1 day, 6:14:39, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8633, loss_cls: 1.3477, loss: 1.3477, grad_norm: 5.5266 2020-10-02 10:15:19,447 - mmaction - INFO - Epoch [49][420/1997] lr: 7.500e-04, eta: 1 day, 6:14:18, time: 1.075, data_time: 0.003, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8654, loss_cls: 1.3674, loss: 1.3674, grad_norm: 5.5500 2020-10-02 10:15:39,625 - mmaction - INFO - Epoch [49][440/1997] lr: 7.500e-04, eta: 1 day, 6:13:56, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8674, loss_cls: 1.3150, loss: 1.3150, grad_norm: 5.4572 2020-10-02 10:16:00,305 - mmaction - INFO - Epoch [49][460/1997] lr: 7.500e-04, eta: 1 day, 6:13:35, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6677, top5_acc: 0.8648, loss_cls: 1.3619, loss: 1.3619, grad_norm: 5.6142 2020-10-02 10:16:21,325 - mmaction - INFO - Epoch [49][480/1997] lr: 7.500e-04, eta: 1 day, 6:13:14, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3746, loss: 1.3746, grad_norm: 5.5594 2020-10-02 10:16:42,710 - mmaction - INFO - Epoch [49][500/1997] lr: 7.500e-04, eta: 1 day, 6:12:53, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8635, loss_cls: 1.3533, loss: 1.3533, grad_norm: 5.4360 2020-10-02 10:17:05,291 - mmaction - INFO - Epoch [49][520/1997] lr: 7.500e-04, eta: 1 day, 6:12:34, time: 1.129, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8773, loss_cls: 1.3003, loss: 1.3003, grad_norm: 5.4040 2020-10-02 10:17:25,239 - mmaction - INFO - Epoch [49][540/1997] lr: 7.500e-04, eta: 1 day, 6:12:11, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.6721, top5_acc: 0.8609, loss_cls: 1.3681, loss: 1.3681, grad_norm: 5.5027 2020-10-02 10:17:46,563 - mmaction - INFO - Epoch [49][560/1997] lr: 7.500e-04, eta: 1 day, 6:11:51, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8693, loss_cls: 1.3148, loss: 1.3148, grad_norm: 5.4160 2020-10-02 10:18:07,873 - mmaction - INFO - Epoch [49][580/1997] lr: 7.500e-04, eta: 1 day, 6:11:30, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8750, loss_cls: 1.3073, loss: 1.3073, grad_norm: 5.4780 2020-10-02 10:18:27,825 - mmaction - INFO - Epoch [49][600/1997] lr: 7.500e-04, eta: 1 day, 6:11:08, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.6716, top5_acc: 0.8560, loss_cls: 1.3877, loss: 1.3877, grad_norm: 5.5746 2020-10-02 10:18:49,242 - mmaction - INFO - Epoch [49][620/1997] lr: 7.500e-04, eta: 1 day, 6:10:47, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8714, loss_cls: 1.3029, loss: 1.3029, grad_norm: 5.4860 2020-10-02 10:19:09,521 - mmaction - INFO - Epoch [49][640/1997] lr: 7.500e-04, eta: 1 day, 6:10:25, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8630, loss_cls: 1.3423, loss: 1.3423, grad_norm: 5.4627 2020-10-02 10:19:32,524 - mmaction - INFO - Epoch [49][660/1997] lr: 7.500e-04, eta: 1 day, 6:10:06, time: 1.150, data_time: 0.001, memory: 8350, top1_acc: 0.6742, top5_acc: 0.8646, loss_cls: 1.3239, loss: 1.3239, grad_norm: 5.3948 2020-10-02 10:19:53,944 - mmaction - INFO - Epoch [49][680/1997] lr: 7.500e-04, eta: 1 day, 6:09:45, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8706, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.4555 2020-10-02 10:20:13,039 - mmaction - INFO - Epoch [49][700/1997] lr: 7.500e-04, eta: 1 day, 6:09:22, time: 0.955, data_time: 0.002, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8583, loss_cls: 1.3660, loss: 1.3660, grad_norm: 5.4563 2020-10-02 10:20:35,097 - mmaction - INFO - Epoch [49][720/1997] lr: 7.500e-04, eta: 1 day, 6:09:02, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.6734, top5_acc: 0.8635, loss_cls: 1.3720, loss: 1.3720, grad_norm: 5.5921 2020-10-02 10:20:56,432 - mmaction - INFO - Epoch [49][740/1997] lr: 7.500e-04, eta: 1 day, 6:08:42, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8698, loss_cls: 1.3174, loss: 1.3174, grad_norm: 5.4706 2020-10-02 10:21:17,375 - mmaction - INFO - Epoch [49][760/1997] lr: 7.500e-04, eta: 1 day, 6:08:20, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8729, loss_cls: 1.2997, loss: 1.2997, grad_norm: 5.4039 2020-10-02 10:21:37,926 - mmaction - INFO - Epoch [49][780/1997] lr: 7.500e-04, eta: 1 day, 6:07:59, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.3089, loss: 1.3089, grad_norm: 5.4270 2020-10-02 10:21:58,980 - mmaction - INFO - Epoch [49][800/1997] lr: 7.500e-04, eta: 1 day, 6:07:38, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6570, top5_acc: 0.8495, loss_cls: 1.4274, loss: 1.4274, grad_norm: 5.5602 2020-10-02 10:22:18,863 - mmaction - INFO - Epoch [49][820/1997] lr: 7.500e-04, eta: 1 day, 6:07:15, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8719, loss_cls: 1.2836, loss: 1.2836, grad_norm: 5.4184 2020-10-02 10:22:40,346 - mmaction - INFO - Epoch [49][840/1997] lr: 7.500e-04, eta: 1 day, 6:06:55, time: 1.075, data_time: 0.014, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8701, loss_cls: 1.3220, loss: 1.3220, grad_norm: 5.4205 2020-10-02 10:23:01,312 - mmaction - INFO - Epoch [49][860/1997] lr: 7.500e-04, eta: 1 day, 6:06:34, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8781, loss_cls: 1.2861, loss: 1.2861, grad_norm: 5.4097 2020-10-02 10:23:22,429 - mmaction - INFO - Epoch [49][880/1997] lr: 7.500e-04, eta: 1 day, 6:06:13, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8727, loss_cls: 1.3014, loss: 1.3014, grad_norm: 5.4651 2020-10-02 10:23:43,671 - mmaction - INFO - Epoch [49][900/1997] lr: 7.500e-04, eta: 1 day, 6:05:52, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.3297, loss: 1.3297, grad_norm: 5.5024 2020-10-02 10:24:04,621 - mmaction - INFO - Epoch [49][920/1997] lr: 7.500e-04, eta: 1 day, 6:05:31, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8690, loss_cls: 1.3247, loss: 1.3247, grad_norm: 5.5357 2020-10-02 10:24:24,389 - mmaction - INFO - Epoch [49][940/1997] lr: 7.500e-04, eta: 1 day, 6:05:08, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8549, loss_cls: 1.3893, loss: 1.3893, grad_norm: 5.5330 2020-10-02 10:24:45,874 - mmaction - INFO - Epoch [49][960/1997] lr: 7.500e-04, eta: 1 day, 6:04:48, time: 1.075, data_time: 0.003, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8685, loss_cls: 1.3141, loss: 1.3141, grad_norm: 5.4308 2020-10-02 10:25:05,240 - mmaction - INFO - Epoch [49][980/1997] lr: 7.500e-04, eta: 1 day, 6:04:25, time: 0.966, data_time: 0.077, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8747, loss_cls: 1.3005, loss: 1.3005, grad_norm: 5.4514 2020-10-02 10:25:27,533 - mmaction - INFO - Epoch [49][1000/1997] lr: 7.500e-04, eta: 1 day, 6:04:05, time: 1.117, data_time: 0.058, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.3428, loss: 1.3428, grad_norm: 5.5795 2020-10-02 10:25:47,711 - mmaction - INFO - Epoch [49][1020/1997] lr: 7.500e-04, eta: 1 day, 6:03:43, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8599, loss_cls: 1.3625, loss: 1.3625, grad_norm: 5.5081 2020-10-02 10:26:08,617 - mmaction - INFO - Epoch [49][1040/1997] lr: 7.500e-04, eta: 1 day, 6:03:22, time: 1.046, data_time: 0.007, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8690, loss_cls: 1.2917, loss: 1.2917, grad_norm: 5.3611 2020-10-02 10:26:29,434 - mmaction - INFO - Epoch [49][1060/1997] lr: 7.500e-04, eta: 1 day, 6:03:01, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8701, loss_cls: 1.2764, loss: 1.2764, grad_norm: 5.3251 2020-10-02 10:26:50,701 - mmaction - INFO - Epoch [49][1080/1997] lr: 7.500e-04, eta: 1 day, 6:02:40, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8672, loss_cls: 1.3249, loss: 1.3249, grad_norm: 5.4590 2020-10-02 10:27:12,986 - mmaction - INFO - Epoch [49][1100/1997] lr: 7.500e-04, eta: 1 day, 6:02:20, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8576, loss_cls: 1.3637, loss: 1.3637, grad_norm: 5.5920 2020-10-02 10:27:32,077 - mmaction - INFO - Epoch [49][1120/1997] lr: 7.500e-04, eta: 1 day, 6:01:57, time: 0.954, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8664, loss_cls: 1.3439, loss: 1.3439, grad_norm: 5.4606 2020-10-02 10:27:52,935 - mmaction - INFO - Epoch [49][1140/1997] lr: 7.500e-04, eta: 1 day, 6:01:36, time: 1.042, data_time: 0.236, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8654, loss_cls: 1.3209, loss: 1.3209, grad_norm: 5.4700 2020-10-02 10:28:14,366 - mmaction - INFO - Epoch [49][1160/1997] lr: 7.500e-04, eta: 1 day, 6:01:15, time: 1.073, data_time: 0.201, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8633, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.4622 2020-10-02 10:28:35,336 - mmaction - INFO - Epoch [49][1180/1997] lr: 7.500e-04, eta: 1 day, 6:00:54, time: 1.047, data_time: 0.220, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8643, loss_cls: 1.3447, loss: 1.3447, grad_norm: 5.5357 2020-10-02 10:28:55,759 - mmaction - INFO - Epoch [49][1200/1997] lr: 7.500e-04, eta: 1 day, 6:00:32, time: 1.022, data_time: 0.299, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8615, loss_cls: 1.3591, loss: 1.3591, grad_norm: 5.5239 2020-10-02 10:29:16,851 - mmaction - INFO - Epoch [49][1220/1997] lr: 7.500e-04, eta: 1 day, 6:00:11, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8594, loss_cls: 1.3674, loss: 1.3674, grad_norm: 5.5516 2020-10-02 10:29:37,790 - mmaction - INFO - Epoch [49][1240/1997] lr: 7.500e-04, eta: 1 day, 5:59:50, time: 1.048, data_time: 0.003, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8698, loss_cls: 1.3315, loss: 1.3315, grad_norm: 5.6098 2020-10-02 10:29:57,718 - mmaction - INFO - Epoch [49][1260/1997] lr: 7.500e-04, eta: 1 day, 5:59:28, time: 0.996, data_time: 0.001, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8607, loss_cls: 1.3396, loss: 1.3396, grad_norm: 5.5565 2020-10-02 10:30:19,267 - mmaction - INFO - Epoch [49][1280/1997] lr: 7.500e-04, eta: 1 day, 5:59:07, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8737, loss_cls: 1.3188, loss: 1.3188, grad_norm: 5.4261 2020-10-02 10:30:40,728 - mmaction - INFO - Epoch [49][1300/1997] lr: 7.500e-04, eta: 1 day, 5:58:47, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8638, loss_cls: 1.3512, loss: 1.3512, grad_norm: 5.5245 2020-10-02 10:31:01,096 - mmaction - INFO - Epoch [49][1320/1997] lr: 7.500e-04, eta: 1 day, 5:58:25, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8609, loss_cls: 1.3662, loss: 1.3662, grad_norm: 5.6257 2020-10-02 10:31:22,412 - mmaction - INFO - Epoch [49][1340/1997] lr: 7.500e-04, eta: 1 day, 5:58:04, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8695, loss_cls: 1.3272, loss: 1.3272, grad_norm: 5.5608 2020-10-02 10:31:42,934 - mmaction - INFO - Epoch [49][1360/1997] lr: 7.500e-04, eta: 1 day, 5:57:42, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6776, top5_acc: 0.8599, loss_cls: 1.3640, loss: 1.3640, grad_norm: 5.4699 2020-10-02 10:32:03,964 - mmaction - INFO - Epoch [49][1380/1997] lr: 7.500e-04, eta: 1 day, 5:57:21, time: 1.054, data_time: 0.004, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8628, loss_cls: 1.3955, loss: 1.3955, grad_norm: 5.5414 2020-10-02 10:32:26,109 - mmaction - INFO - Epoch [49][1400/1997] lr: 7.500e-04, eta: 1 day, 5:57:02, time: 1.106, data_time: 0.002, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8674, loss_cls: 1.3385, loss: 1.3385, grad_norm: 5.4812 2020-10-02 10:32:47,528 - mmaction - INFO - Epoch [49][1420/1997] lr: 7.500e-04, eta: 1 day, 5:56:41, time: 1.072, data_time: 0.003, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8573, loss_cls: 1.3636, loss: 1.3636, grad_norm: 5.5188 2020-10-02 10:33:07,834 - mmaction - INFO - Epoch [49][1440/1997] lr: 7.500e-04, eta: 1 day, 5:56:19, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8560, loss_cls: 1.3858, loss: 1.3858, grad_norm: 5.6219 2020-10-02 10:33:27,674 - mmaction - INFO - Epoch [49][1460/1997] lr: 7.500e-04, eta: 1 day, 5:55:57, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8617, loss_cls: 1.3353, loss: 1.3353, grad_norm: 5.4562 2020-10-02 10:33:49,822 - mmaction - INFO - Epoch [49][1480/1997] lr: 7.500e-04, eta: 1 day, 5:55:37, time: 1.107, data_time: 0.006, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8659, loss_cls: 1.3146, loss: 1.3146, grad_norm: 5.4431 2020-10-02 10:34:10,720 - mmaction - INFO - Epoch [49][1500/1997] lr: 7.500e-04, eta: 1 day, 5:55:16, time: 1.045, data_time: 0.031, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8737, loss_cls: 1.3291, loss: 1.3291, grad_norm: 5.6333 2020-10-02 10:34:31,158 - mmaction - INFO - Epoch [49][1520/1997] lr: 7.500e-04, eta: 1 day, 5:54:54, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6721, top5_acc: 0.8599, loss_cls: 1.3908, loss: 1.3908, grad_norm: 5.5555 2020-10-02 10:34:52,674 - mmaction - INFO - Epoch [49][1540/1997] lr: 7.500e-04, eta: 1 day, 5:54:33, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8711, loss_cls: 1.3063, loss: 1.3063, grad_norm: 5.5273 2020-10-02 10:35:12,859 - mmaction - INFO - Epoch [49][1560/1997] lr: 7.500e-04, eta: 1 day, 5:54:11, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8680, loss_cls: 1.3097, loss: 1.3097, grad_norm: 5.3525 2020-10-02 10:35:34,800 - mmaction - INFO - Epoch [49][1580/1997] lr: 7.500e-04, eta: 1 day, 5:53:51, time: 1.098, data_time: 0.003, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8604, loss_cls: 1.3816, loss: 1.3816, grad_norm: 5.5224 2020-10-02 10:35:54,607 - mmaction - INFO - Epoch [49][1600/1997] lr: 7.500e-04, eta: 1 day, 5:53:29, time: 0.990, data_time: 0.009, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8685, loss_cls: 1.3061, loss: 1.3061, grad_norm: 5.5146 2020-10-02 10:36:15,891 - mmaction - INFO - Epoch [49][1620/1997] lr: 7.500e-04, eta: 1 day, 5:53:08, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8607, loss_cls: 1.3456, loss: 1.3456, grad_norm: 5.4527 2020-10-02 10:36:37,164 - mmaction - INFO - Epoch [49][1640/1997] lr: 7.500e-04, eta: 1 day, 5:52:47, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8648, loss_cls: 1.3215, loss: 1.3215, grad_norm: 5.4953 2020-10-02 10:36:57,231 - mmaction - INFO - Epoch [49][1660/1997] lr: 7.500e-04, eta: 1 day, 5:52:25, time: 1.004, data_time: 0.004, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8664, loss_cls: 1.3255, loss: 1.3255, grad_norm: 5.5284 2020-10-02 10:37:18,099 - mmaction - INFO - Epoch [49][1680/1997] lr: 7.500e-04, eta: 1 day, 5:52:04, time: 1.044, data_time: 0.096, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8690, loss_cls: 1.3295, loss: 1.3295, grad_norm: 5.4815 2020-10-02 10:37:39,539 - mmaction - INFO - Epoch [49][1700/1997] lr: 7.500e-04, eta: 1 day, 5:51:43, time: 1.072, data_time: 0.028, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8654, loss_cls: 1.3387, loss: 1.3387, grad_norm: 5.4975 2020-10-02 10:37:59,235 - mmaction - INFO - Epoch [49][1720/1997] lr: 7.500e-04, eta: 1 day, 5:51:21, time: 0.985, data_time: 0.201, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8742, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.5540 2020-10-02 10:38:21,118 - mmaction - INFO - Epoch [49][1740/1997] lr: 7.500e-04, eta: 1 day, 5:51:01, time: 1.094, data_time: 0.348, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8669, loss_cls: 1.3205, loss: 1.3205, grad_norm: 5.4886 2020-10-02 10:38:41,156 - mmaction - INFO - Epoch [49][1760/1997] lr: 7.500e-04, eta: 1 day, 5:50:39, time: 1.002, data_time: 0.175, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8630, loss_cls: 1.3301, loss: 1.3301, grad_norm: 5.5279 2020-10-02 10:39:02,680 - mmaction - INFO - Epoch [49][1780/1997] lr: 7.500e-04, eta: 1 day, 5:50:18, time: 1.077, data_time: 0.010, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8677, loss_cls: 1.3392, loss: 1.3392, grad_norm: 5.6151 2020-10-02 10:39:24,322 - mmaction - INFO - Epoch [49][1800/1997] lr: 7.500e-04, eta: 1 day, 5:49:58, time: 1.082, data_time: 0.057, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8667, loss_cls: 1.3479, loss: 1.3479, grad_norm: 5.4313 2020-10-02 10:39:44,324 - mmaction - INFO - Epoch [49][1820/1997] lr: 7.500e-04, eta: 1 day, 5:49:35, time: 1.000, data_time: 0.256, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8672, loss_cls: 1.3210, loss: 1.3210, grad_norm: 5.5728 2020-10-02 10:40:05,726 - mmaction - INFO - Epoch [49][1840/1997] lr: 7.500e-04, eta: 1 day, 5:49:15, time: 1.071, data_time: 0.179, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8609, loss_cls: 1.3526, loss: 1.3526, grad_norm: 5.5819 2020-10-02 10:40:27,264 - mmaction - INFO - Epoch [49][1860/1997] lr: 7.500e-04, eta: 1 day, 5:48:54, time: 1.076, data_time: 0.028, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.3214, loss: 1.3214, grad_norm: 5.5485 2020-10-02 10:40:47,762 - mmaction - INFO - Epoch [49][1880/1997] lr: 7.500e-04, eta: 1 day, 5:48:33, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8667, loss_cls: 1.3075, loss: 1.3075, grad_norm: 5.4304 2020-10-02 10:41:10,071 - mmaction - INFO - Epoch [49][1900/1997] lr: 7.500e-04, eta: 1 day, 5:48:13, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8654, loss_cls: 1.3261, loss: 1.3261, grad_norm: 5.4728 2020-10-02 10:41:30,711 - mmaction - INFO - Epoch [49][1920/1997] lr: 7.500e-04, eta: 1 day, 5:47:51, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8581, loss_cls: 1.3699, loss: 1.3699, grad_norm: 5.7259 2020-10-02 10:41:50,250 - mmaction - INFO - Epoch [49][1940/1997] lr: 7.500e-04, eta: 1 day, 5:47:29, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8724, loss_cls: 1.3005, loss: 1.3005, grad_norm: 5.4922 2020-10-02 10:42:11,494 - mmaction - INFO - Epoch [49][1960/1997] lr: 7.500e-04, eta: 1 day, 5:47:08, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8708, loss_cls: 1.3130, loss: 1.3130, grad_norm: 5.4553 2020-10-02 10:42:32,299 - mmaction - INFO - Epoch [49][1980/1997] lr: 7.500e-04, eta: 1 day, 5:46:47, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8659, loss_cls: 1.2973, loss: 1.2973, grad_norm: 5.4368 2020-10-02 10:42:50,119 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-10-02 10:43:34,410 - mmaction - INFO - Epoch [50][20/1997] lr: 7.500e-04, eta: 1 day, 5:46:13, time: 2.198, data_time: 1.235, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8570, loss_cls: 1.3814, loss: 1.3814, grad_norm: 5.6570 2020-10-02 10:43:54,782 - mmaction - INFO - Epoch [50][40/1997] lr: 7.500e-04, eta: 1 day, 5:45:51, time: 1.019, data_time: 0.003, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8630, loss_cls: 1.3339, loss: 1.3339, grad_norm: 5.5223 2020-10-02 10:44:15,265 - mmaction - INFO - Epoch [50][60/1997] lr: 7.500e-04, eta: 1 day, 5:45:30, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8607, loss_cls: 1.3474, loss: 1.3474, grad_norm: 5.4416 2020-10-02 10:44:37,925 - mmaction - INFO - Epoch [50][80/1997] lr: 7.500e-04, eta: 1 day, 5:45:10, time: 1.133, data_time: 0.003, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.3374, loss: 1.3374, grad_norm: 5.5352 2020-10-02 10:44:59,381 - mmaction - INFO - Epoch [50][100/1997] lr: 7.500e-04, eta: 1 day, 5:44:50, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.6721, top5_acc: 0.8635, loss_cls: 1.3643, loss: 1.3643, grad_norm: 5.5625 2020-10-02 10:45:19,544 - mmaction - INFO - Epoch [50][120/1997] lr: 7.500e-04, eta: 1 day, 5:44:28, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8669, loss_cls: 1.3304, loss: 1.3304, grad_norm: 5.5464 2020-10-02 10:45:40,304 - mmaction - INFO - Epoch [50][140/1997] lr: 7.500e-04, eta: 1 day, 5:44:06, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8659, loss_cls: 1.3681, loss: 1.3681, grad_norm: 5.6820 2020-10-02 10:46:01,690 - mmaction - INFO - Epoch [50][160/1997] lr: 7.500e-04, eta: 1 day, 5:43:46, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8651, loss_cls: 1.3312, loss: 1.3312, grad_norm: 5.3812 2020-10-02 10:46:22,614 - mmaction - INFO - Epoch [50][180/1997] lr: 7.500e-04, eta: 1 day, 5:43:24, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8664, loss_cls: 1.3291, loss: 1.3291, grad_norm: 5.4432 2020-10-02 10:46:43,799 - mmaction - INFO - Epoch [50][200/1997] lr: 7.500e-04, eta: 1 day, 5:43:03, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2944, loss: 1.2944, grad_norm: 5.3865 2020-10-02 10:47:04,546 - mmaction - INFO - Epoch [50][220/1997] lr: 7.500e-04, eta: 1 day, 5:42:42, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8661, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.5248 2020-10-02 10:47:26,536 - mmaction - INFO - Epoch [50][240/1997] lr: 7.500e-04, eta: 1 day, 5:42:22, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8690, loss_cls: 1.2806, loss: 1.2806, grad_norm: 5.3127 2020-10-02 10:47:46,282 - mmaction - INFO - Epoch [50][260/1997] lr: 7.500e-04, eta: 1 day, 5:42:00, time: 0.988, data_time: 0.003, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8654, loss_cls: 1.3356, loss: 1.3356, grad_norm: 5.5349 2020-10-02 10:48:07,541 - mmaction - INFO - Epoch [50][280/1997] lr: 7.500e-04, eta: 1 day, 5:41:39, time: 1.063, data_time: 0.015, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8685, loss_cls: 1.3137, loss: 1.3137, grad_norm: 5.4130 2020-10-02 10:48:29,314 - mmaction - INFO - Epoch [50][300/1997] lr: 7.500e-04, eta: 1 day, 5:41:18, time: 1.089, data_time: 0.003, memory: 8350, top1_acc: 0.6716, top5_acc: 0.8635, loss_cls: 1.3702, loss: 1.3702, grad_norm: 5.5296 2020-10-02 10:48:49,094 - mmaction - INFO - Epoch [50][320/1997] lr: 7.500e-04, eta: 1 day, 5:40:56, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8648, loss_cls: 1.3517, loss: 1.3517, grad_norm: 5.5503 2020-10-02 10:49:11,110 - mmaction - INFO - Epoch [50][340/1997] lr: 7.500e-04, eta: 1 day, 5:40:36, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8698, loss_cls: 1.3324, loss: 1.3324, grad_norm: 5.5160 2020-10-02 10:49:32,629 - mmaction - INFO - Epoch [50][360/1997] lr: 7.500e-04, eta: 1 day, 5:40:15, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3461, loss: 1.3461, grad_norm: 5.5074 2020-10-02 10:49:52,041 - mmaction - INFO - Epoch [50][380/1997] lr: 7.500e-04, eta: 1 day, 5:39:53, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8674, loss_cls: 1.3286, loss: 1.3286, grad_norm: 5.5046 2020-10-02 10:50:12,583 - mmaction - INFO - Epoch [50][400/1997] lr: 7.500e-04, eta: 1 day, 5:39:31, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.6667, top5_acc: 0.8552, loss_cls: 1.3923, loss: 1.3923, grad_norm: 5.5314 2020-10-02 10:50:33,909 - mmaction - INFO - Epoch [50][420/1997] lr: 7.500e-04, eta: 1 day, 5:39:10, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8698, loss_cls: 1.3096, loss: 1.3096, grad_norm: 5.5043 2020-10-02 10:50:55,443 - mmaction - INFO - Epoch [50][440/1997] lr: 7.500e-04, eta: 1 day, 5:38:50, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.5058 2020-10-02 10:51:15,890 - mmaction - INFO - Epoch [50][460/1997] lr: 7.500e-04, eta: 1 day, 5:38:28, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8628, loss_cls: 1.3364, loss: 1.3364, grad_norm: 5.5215 2020-10-02 10:51:37,099 - mmaction - INFO - Epoch [50][480/1997] lr: 7.500e-04, eta: 1 day, 5:38:07, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8651, loss_cls: 1.3340, loss: 1.3340, grad_norm: 5.6040 2020-10-02 10:51:58,727 - mmaction - INFO - Epoch [50][500/1997] lr: 7.500e-04, eta: 1 day, 5:37:47, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3471, loss: 1.3471, grad_norm: 5.5530 2020-10-02 10:52:19,066 - mmaction - INFO - Epoch [50][520/1997] lr: 7.500e-04, eta: 1 day, 5:37:25, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8771, loss_cls: 1.2881, loss: 1.2881, grad_norm: 5.4564 2020-10-02 10:52:39,992 - mmaction - INFO - Epoch [50][540/1997] lr: 7.500e-04, eta: 1 day, 5:37:04, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8599, loss_cls: 1.3375, loss: 1.3375, grad_norm: 5.5592 2020-10-02 10:53:01,165 - mmaction - INFO - Epoch [50][560/1997] lr: 7.500e-04, eta: 1 day, 5:36:43, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8602, loss_cls: 1.3605, loss: 1.3605, grad_norm: 5.5734 2020-10-02 10:53:21,109 - mmaction - INFO - Epoch [50][580/1997] lr: 7.500e-04, eta: 1 day, 5:36:21, time: 0.996, data_time: 0.001, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8698, loss_cls: 1.3065, loss: 1.3065, grad_norm: 5.5796 2020-10-02 10:53:43,108 - mmaction - INFO - Epoch [50][600/1997] lr: 7.500e-04, eta: 1 day, 5:36:01, time: 1.101, data_time: 0.003, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8669, loss_cls: 1.2948, loss: 1.2948, grad_norm: 5.4466 2020-10-02 10:54:03,284 - mmaction - INFO - Epoch [50][620/1997] lr: 7.500e-04, eta: 1 day, 5:35:39, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8674, loss_cls: 1.3170, loss: 1.3170, grad_norm: 5.4294 2020-10-02 10:54:24,524 - mmaction - INFO - Epoch [50][640/1997] lr: 7.500e-04, eta: 1 day, 5:35:18, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6742, top5_acc: 0.8628, loss_cls: 1.3519, loss: 1.3519, grad_norm: 5.4726 2020-10-02 10:54:45,947 - mmaction - INFO - Epoch [50][660/1997] lr: 7.500e-04, eta: 1 day, 5:34:57, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8724, loss_cls: 1.3094, loss: 1.3094, grad_norm: 5.5560 2020-10-02 10:55:06,930 - mmaction - INFO - Epoch [50][680/1997] lr: 7.500e-04, eta: 1 day, 5:34:36, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8648, loss_cls: 1.3043, loss: 1.3043, grad_norm: 5.4645 2020-10-02 10:55:27,373 - mmaction - INFO - Epoch [50][700/1997] lr: 7.500e-04, eta: 1 day, 5:34:14, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8615, loss_cls: 1.3477, loss: 1.3477, grad_norm: 5.5921 2020-10-02 10:55:49,327 - mmaction - INFO - Epoch [50][720/1997] lr: 7.500e-04, eta: 1 day, 5:33:54, time: 1.098, data_time: 0.003, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8732, loss_cls: 1.2874, loss: 1.2874, grad_norm: 5.5826 2020-10-02 10:56:10,054 - mmaction - INFO - Epoch [50][740/1997] lr: 7.500e-04, eta: 1 day, 5:33:33, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8724, loss_cls: 1.3069, loss: 1.3069, grad_norm: 5.5878 2020-10-02 10:56:31,014 - mmaction - INFO - Epoch [50][760/1997] lr: 7.500e-04, eta: 1 day, 5:33:12, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8648, loss_cls: 1.3409, loss: 1.3409, grad_norm: 5.4779 2020-10-02 10:56:52,196 - mmaction - INFO - Epoch [50][780/1997] lr: 7.500e-04, eta: 1 day, 5:32:51, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8641, loss_cls: 1.3424, loss: 1.3424, grad_norm: 5.5160 2020-10-02 10:57:14,409 - mmaction - INFO - Epoch [50][800/1997] lr: 7.500e-04, eta: 1 day, 5:32:31, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8638, loss_cls: 1.3367, loss: 1.3367, grad_norm: 5.5662 2020-10-02 10:57:34,395 - mmaction - INFO - Epoch [50][820/1997] lr: 7.500e-04, eta: 1 day, 5:32:09, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8716, loss_cls: 1.2612, loss: 1.2612, grad_norm: 5.3909 2020-10-02 10:57:55,171 - mmaction - INFO - Epoch [50][840/1997] lr: 7.500e-04, eta: 1 day, 5:31:48, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8745, loss_cls: 1.3038, loss: 1.3038, grad_norm: 5.4743 2020-10-02 10:58:16,242 - mmaction - INFO - Epoch [50][860/1997] lr: 7.500e-04, eta: 1 day, 5:31:26, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8641, loss_cls: 1.3312, loss: 1.3312, grad_norm: 5.4188 2020-10-02 10:58:37,028 - mmaction - INFO - Epoch [50][880/1997] lr: 7.500e-04, eta: 1 day, 5:31:05, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8779, loss_cls: 1.2930, loss: 1.2930, grad_norm: 5.5692 2020-10-02 10:58:58,017 - mmaction - INFO - Epoch [50][900/1997] lr: 7.500e-04, eta: 1 day, 5:30:44, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8656, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.4827 2020-10-02 10:59:19,225 - mmaction - INFO - Epoch [50][920/1997] lr: 7.500e-04, eta: 1 day, 5:30:23, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8659, loss_cls: 1.3489, loss: 1.3489, grad_norm: 5.5899 2020-10-02 10:59:40,173 - mmaction - INFO - Epoch [50][940/1997] lr: 7.500e-04, eta: 1 day, 5:30:02, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8661, loss_cls: 1.3678, loss: 1.3678, grad_norm: 5.6887 2020-10-02 11:00:01,619 - mmaction - INFO - Epoch [50][960/1997] lr: 7.500e-04, eta: 1 day, 5:29:41, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8576, loss_cls: 1.3729, loss: 1.3729, grad_norm: 5.6593 2020-10-02 11:00:23,447 - mmaction - INFO - Epoch [50][980/1997] lr: 7.500e-04, eta: 1 day, 5:29:21, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8695, loss_cls: 1.3456, loss: 1.3456, grad_norm: 5.5881 2020-10-02 11:00:43,382 - mmaction - INFO - Epoch [50][1000/1997] lr: 7.500e-04, eta: 1 day, 5:28:59, time: 0.996, data_time: 0.003, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8758, loss_cls: 1.2909, loss: 1.2909, grad_norm: 5.4463 2020-10-02 11:01:04,034 - mmaction - INFO - Epoch [50][1020/1997] lr: 7.500e-04, eta: 1 day, 5:28:37, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8560, loss_cls: 1.3864, loss: 1.3864, grad_norm: 5.6032 2020-10-02 11:01:24,842 - mmaction - INFO - Epoch [50][1040/1997] lr: 7.500e-04, eta: 1 day, 5:28:16, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3598, loss: 1.3598, grad_norm: 5.5889 2020-10-02 11:01:45,630 - mmaction - INFO - Epoch [50][1060/1997] lr: 7.500e-04, eta: 1 day, 5:27:55, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3583, loss: 1.3583, grad_norm: 5.5329 2020-10-02 11:02:06,082 - mmaction - INFO - Epoch [50][1080/1997] lr: 7.500e-04, eta: 1 day, 5:27:33, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6734, top5_acc: 0.8701, loss_cls: 1.3258, loss: 1.3258, grad_norm: 5.5217 2020-10-02 11:02:27,161 - mmaction - INFO - Epoch [50][1100/1997] lr: 7.500e-04, eta: 1 day, 5:27:12, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.6714, top5_acc: 0.8659, loss_cls: 1.3400, loss: 1.3400, grad_norm: 5.6330 2020-10-02 11:02:47,881 - mmaction - INFO - Epoch [50][1120/1997] lr: 7.500e-04, eta: 1 day, 5:26:51, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6701, top5_acc: 0.8594, loss_cls: 1.3669, loss: 1.3669, grad_norm: 5.5713 2020-10-02 11:03:08,548 - mmaction - INFO - Epoch [50][1140/1997] lr: 7.500e-04, eta: 1 day, 5:26:29, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8708, loss_cls: 1.2849, loss: 1.2849, grad_norm: 5.3884 2020-10-02 11:03:30,201 - mmaction - INFO - Epoch [50][1160/1997] lr: 7.500e-04, eta: 1 day, 5:26:09, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8677, loss_cls: 1.3256, loss: 1.3256, grad_norm: 5.5774 2020-10-02 11:03:50,788 - mmaction - INFO - Epoch [50][1180/1997] lr: 7.500e-04, eta: 1 day, 5:25:47, time: 1.030, data_time: 0.003, memory: 8350, top1_acc: 0.6685, top5_acc: 0.8633, loss_cls: 1.3961, loss: 1.3961, grad_norm: 5.6037 2020-10-02 11:04:11,521 - mmaction - INFO - Epoch [50][1200/1997] lr: 7.500e-04, eta: 1 day, 5:25:26, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8727, loss_cls: 1.2870, loss: 1.2870, grad_norm: 5.4919 2020-10-02 11:04:33,907 - mmaction - INFO - Epoch [50][1220/1997] lr: 7.500e-04, eta: 1 day, 5:25:06, time: 1.121, data_time: 0.003, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8599, loss_cls: 1.3423, loss: 1.3423, grad_norm: 5.5977 2020-10-02 11:04:54,817 - mmaction - INFO - Epoch [50][1240/1997] lr: 7.500e-04, eta: 1 day, 5:24:45, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3272, loss: 1.3272, grad_norm: 5.7131 2020-10-02 11:05:14,851 - mmaction - INFO - Epoch [50][1260/1997] lr: 7.500e-04, eta: 1 day, 5:24:23, time: 1.002, data_time: 0.003, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8714, loss_cls: 1.2909, loss: 1.2909, grad_norm: 5.4943 2020-10-02 11:05:36,105 - mmaction - INFO - Epoch [50][1280/1997] lr: 7.500e-04, eta: 1 day, 5:24:02, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8646, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.4950 2020-10-02 11:05:56,945 - mmaction - INFO - Epoch [50][1300/1997] lr: 7.500e-04, eta: 1 day, 5:23:41, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8602, loss_cls: 1.3427, loss: 1.3427, grad_norm: 5.5723 2020-10-02 11:06:17,050 - mmaction - INFO - Epoch [50][1320/1997] lr: 7.500e-04, eta: 1 day, 5:23:19, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8669, loss_cls: 1.3397, loss: 1.3397, grad_norm: 5.5709 2020-10-02 11:06:39,332 - mmaction - INFO - Epoch [50][1340/1997] lr: 7.500e-04, eta: 1 day, 5:22:59, time: 1.115, data_time: 0.003, memory: 8350, top1_acc: 0.6664, top5_acc: 0.8659, loss_cls: 1.3293, loss: 1.3293, grad_norm: 5.6306 2020-10-02 11:07:00,593 - mmaction - INFO - Epoch [50][1360/1997] lr: 7.500e-04, eta: 1 day, 5:22:38, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8695, loss_cls: 1.2953, loss: 1.2953, grad_norm: 5.4700 2020-10-02 11:07:21,100 - mmaction - INFO - Epoch [50][1380/1997] lr: 7.500e-04, eta: 1 day, 5:22:17, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8643, loss_cls: 1.3349, loss: 1.3349, grad_norm: 5.5068 2020-10-02 11:07:41,920 - mmaction - INFO - Epoch [50][1400/1997] lr: 7.500e-04, eta: 1 day, 5:21:55, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6667, top5_acc: 0.8648, loss_cls: 1.3568, loss: 1.3568, grad_norm: 5.6107 2020-10-02 11:08:02,409 - mmaction - INFO - Epoch [50][1420/1997] lr: 7.500e-04, eta: 1 day, 5:21:34, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8680, loss_cls: 1.3322, loss: 1.3322, grad_norm: 5.6134 2020-10-02 11:08:24,634 - mmaction - INFO - Epoch [50][1440/1997] lr: 7.500e-04, eta: 1 day, 5:21:14, time: 1.111, data_time: 0.001, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8664, loss_cls: 1.3221, loss: 1.3221, grad_norm: 5.4386 2020-10-02 11:08:44,627 - mmaction - INFO - Epoch [50][1460/1997] lr: 7.500e-04, eta: 1 day, 5:20:52, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8693, loss_cls: 1.3082, loss: 1.3082, grad_norm: 5.5018 2020-10-02 11:09:06,249 - mmaction - INFO - Epoch [50][1480/1997] lr: 7.500e-04, eta: 1 day, 5:20:31, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8607, loss_cls: 1.3514, loss: 1.3514, grad_norm: 5.6142 2020-10-02 11:09:27,485 - mmaction - INFO - Epoch [50][1500/1997] lr: 7.500e-04, eta: 1 day, 5:20:11, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8711, loss_cls: 1.3062, loss: 1.3062, grad_norm: 5.4611 2020-10-02 11:09:48,819 - mmaction - INFO - Epoch [50][1520/1997] lr: 7.500e-04, eta: 1 day, 5:19:50, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8607, loss_cls: 1.3347, loss: 1.3347, grad_norm: 5.4156 2020-10-02 11:10:09,713 - mmaction - INFO - Epoch [50][1540/1997] lr: 7.500e-04, eta: 1 day, 5:19:29, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8737, loss_cls: 1.2997, loss: 1.2997, grad_norm: 5.5795 2020-10-02 11:10:29,738 - mmaction - INFO - Epoch [50][1560/1997] lr: 7.500e-04, eta: 1 day, 5:19:06, time: 1.000, data_time: 0.001, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8656, loss_cls: 1.3429, loss: 1.3429, grad_norm: 5.5514 2020-10-02 11:10:51,220 - mmaction - INFO - Epoch [50][1580/1997] lr: 7.500e-04, eta: 1 day, 5:18:46, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8651, loss_cls: 1.3227, loss: 1.3227, grad_norm: 5.6155 2020-10-02 11:11:11,546 - mmaction - INFO - Epoch [50][1600/1997] lr: 7.500e-04, eta: 1 day, 5:18:24, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8669, loss_cls: 1.3262, loss: 1.3262, grad_norm: 5.6069 2020-10-02 11:11:33,048 - mmaction - INFO - Epoch [50][1620/1997] lr: 7.500e-04, eta: 1 day, 5:18:04, time: 1.076, data_time: 0.003, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8729, loss_cls: 1.3006, loss: 1.3006, grad_norm: 5.5528 2020-10-02 11:11:54,023 - mmaction - INFO - Epoch [50][1640/1997] lr: 7.500e-04, eta: 1 day, 5:17:42, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8589, loss_cls: 1.3738, loss: 1.3738, grad_norm: 5.7337 2020-10-02 11:12:14,344 - mmaction - INFO - Epoch [50][1660/1997] lr: 7.500e-04, eta: 1 day, 5:17:21, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6609, top5_acc: 0.8630, loss_cls: 1.3774, loss: 1.3774, grad_norm: 5.6270 2020-10-02 11:12:35,718 - mmaction - INFO - Epoch [50][1680/1997] lr: 7.500e-04, eta: 1 day, 5:17:00, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8755, loss_cls: 1.2654, loss: 1.2654, grad_norm: 5.4349 2020-10-02 11:12:56,972 - mmaction - INFO - Epoch [50][1700/1997] lr: 7.500e-04, eta: 1 day, 5:16:39, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8651, loss_cls: 1.3300, loss: 1.3300, grad_norm: 5.5186 2020-10-02 11:13:17,654 - mmaction - INFO - Epoch [50][1720/1997] lr: 7.500e-04, eta: 1 day, 5:16:18, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8701, loss_cls: 1.2937, loss: 1.2937, grad_norm: 5.4568 2020-10-02 11:13:38,480 - mmaction - INFO - Epoch [50][1740/1997] lr: 7.500e-04, eta: 1 day, 5:15:56, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8628, loss_cls: 1.3539, loss: 1.3539, grad_norm: 5.5565 2020-10-02 11:14:00,407 - mmaction - INFO - Epoch [50][1760/1997] lr: 7.500e-04, eta: 1 day, 5:15:36, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8690, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.5078 2020-10-02 11:14:21,000 - mmaction - INFO - Epoch [50][1780/1997] lr: 7.500e-04, eta: 1 day, 5:15:15, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8654, loss_cls: 1.3269, loss: 1.3269, grad_norm: 5.5086 2020-10-02 11:14:41,530 - mmaction - INFO - Epoch [50][1800/1997] lr: 7.500e-04, eta: 1 day, 5:14:53, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8617, loss_cls: 1.3527, loss: 1.3527, grad_norm: 5.5374 2020-10-02 11:15:02,693 - mmaction - INFO - Epoch [50][1820/1997] lr: 7.500e-04, eta: 1 day, 5:14:32, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8685, loss_cls: 1.3007, loss: 1.3007, grad_norm: 5.5625 2020-10-02 11:15:23,263 - mmaction - INFO - Epoch [50][1840/1997] lr: 7.500e-04, eta: 1 day, 5:14:11, time: 1.028, data_time: 0.022, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8685, loss_cls: 1.2882, loss: 1.2882, grad_norm: 5.5092 2020-10-02 11:15:45,395 - mmaction - INFO - Epoch [50][1860/1997] lr: 7.500e-04, eta: 1 day, 5:13:51, time: 1.107, data_time: 0.006, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8677, loss_cls: 1.3028, loss: 1.3028, grad_norm: 5.5867 2020-10-02 11:16:05,974 - mmaction - INFO - Epoch [50][1880/1997] lr: 7.500e-04, eta: 1 day, 5:13:29, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8643, loss_cls: 1.3399, loss: 1.3399, grad_norm: 5.5549 2020-10-02 11:16:26,167 - mmaction - INFO - Epoch [50][1900/1997] lr: 7.500e-04, eta: 1 day, 5:13:07, time: 1.009, data_time: 0.009, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8573, loss_cls: 1.3450, loss: 1.3450, grad_norm: 5.5193 2020-10-02 11:16:47,549 - mmaction - INFO - Epoch [50][1920/1997] lr: 7.500e-04, eta: 1 day, 5:12:47, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.4212, loss: 1.4212, grad_norm: 5.7124 2020-10-02 11:17:09,650 - mmaction - INFO - Epoch [50][1940/1997] lr: 7.500e-04, eta: 1 day, 5:12:27, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8693, loss_cls: 1.3142, loss: 1.3142, grad_norm: 5.6046 2020-10-02 11:17:30,530 - mmaction - INFO - Epoch [50][1960/1997] lr: 7.500e-04, eta: 1 day, 5:12:05, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8659, loss_cls: 1.3260, loss: 1.3260, grad_norm: 5.5360 2020-10-02 11:17:51,387 - mmaction - INFO - Epoch [50][1980/1997] lr: 7.500e-04, eta: 1 day, 5:11:44, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8734, loss_cls: 1.3122, loss: 1.3122, grad_norm: 5.6031 2020-10-02 11:18:11,040 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-10-02 11:21:03,629 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 11:21:05,166 - mmaction - INFO - top1_acc 0.7187 top5_acc 0.9095 2020-10-02 11:21:05,166 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 11:21:05,248 - mmaction - INFO - mean_acc 0.7177 2020-10-02 11:21:05,249 - mmaction - INFO - Now best checkpoint is epoch_50.pth 2020-10-02 11:21:05,265 - mmaction - INFO - Epoch(val) [50][1997] top1_acc: 0.7187, top5_acc: 0.9095, mean_class_accuracy: 0.7177 2020-10-02 11:21:46,849 - mmaction - INFO - Epoch [51][20/1997] lr: 7.500e-04, eta: 1 day, 5:11:08, time: 2.078, data_time: 1.322, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8745, loss_cls: 1.2686, loss: 1.2686, grad_norm: 5.4442 2020-10-02 11:22:08,701 - mmaction - INFO - Epoch [51][40/1997] lr: 7.500e-04, eta: 1 day, 5:10:47, time: 1.092, data_time: 0.143, memory: 8350, top1_acc: 0.6562, top5_acc: 0.8583, loss_cls: 1.3809, loss: 1.3809, grad_norm: 5.6831 2020-10-02 11:22:28,822 - mmaction - INFO - Epoch [51][60/1997] lr: 7.500e-04, eta: 1 day, 5:10:26, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.6651, top5_acc: 0.8531, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.6649 2020-10-02 11:22:51,061 - mmaction - INFO - Epoch [51][80/1997] lr: 7.500e-04, eta: 1 day, 5:10:06, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8682, loss_cls: 1.3033, loss: 1.3033, grad_norm: 5.4581 2020-10-02 11:23:11,916 - mmaction - INFO - Epoch [51][100/1997] lr: 7.500e-04, eta: 1 day, 5:09:44, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8596, loss_cls: 1.3611, loss: 1.3611, grad_norm: 5.5875 2020-10-02 11:23:32,827 - mmaction - INFO - Epoch [51][120/1997] lr: 7.500e-04, eta: 1 day, 5:09:23, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8589, loss_cls: 1.3650, loss: 1.3650, grad_norm: 5.6807 2020-10-02 11:23:53,478 - mmaction - INFO - Epoch [51][140/1997] lr: 7.500e-04, eta: 1 day, 5:09:02, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8609, loss_cls: 1.3508, loss: 1.3508, grad_norm: 5.5425 2020-10-02 11:24:14,241 - mmaction - INFO - Epoch [51][160/1997] lr: 7.500e-04, eta: 1 day, 5:08:40, time: 1.038, data_time: 0.003, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8607, loss_cls: 1.3654, loss: 1.3654, grad_norm: 5.5338 2020-10-02 11:24:34,423 - mmaction - INFO - Epoch [51][180/1997] lr: 7.500e-04, eta: 1 day, 5:08:19, time: 1.009, data_time: 0.008, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8711, loss_cls: 1.3003, loss: 1.3003, grad_norm: 5.5122 2020-10-02 11:24:55,005 - mmaction - INFO - Epoch [51][200/1997] lr: 7.500e-04, eta: 1 day, 5:07:57, time: 1.029, data_time: 0.033, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8654, loss_cls: 1.3143, loss: 1.3143, grad_norm: 5.5775 2020-10-02 11:25:16,538 - mmaction - INFO - Epoch [51][220/1997] lr: 7.500e-04, eta: 1 day, 5:07:36, time: 1.076, data_time: 0.077, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8682, loss_cls: 1.2992, loss: 1.2992, grad_norm: 5.5384 2020-10-02 11:25:36,952 - mmaction - INFO - Epoch [51][240/1997] lr: 7.500e-04, eta: 1 day, 5:07:15, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8708, loss_cls: 1.2875, loss: 1.2875, grad_norm: 5.3705 2020-10-02 11:25:58,258 - mmaction - INFO - Epoch [51][260/1997] lr: 7.500e-04, eta: 1 day, 5:06:54, time: 1.065, data_time: 0.011, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8701, loss_cls: 1.3058, loss: 1.3058, grad_norm: 5.5475 2020-10-02 11:26:18,736 - mmaction - INFO - Epoch [51][280/1997] lr: 7.500e-04, eta: 1 day, 5:06:32, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8625, loss_cls: 1.3576, loss: 1.3576, grad_norm: 5.6896 2020-10-02 11:26:38,934 - mmaction - INFO - Epoch [51][300/1997] lr: 7.500e-04, eta: 1 day, 5:06:10, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.6609, top5_acc: 0.8591, loss_cls: 1.3717, loss: 1.3717, grad_norm: 5.6062 2020-10-02 11:27:00,857 - mmaction - INFO - Epoch [51][320/1997] lr: 7.500e-04, eta: 1 day, 5:05:50, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8693, loss_cls: 1.2969, loss: 1.2969, grad_norm: 5.6334 2020-10-02 11:27:21,339 - mmaction - INFO - Epoch [51][340/1997] lr: 7.500e-04, eta: 1 day, 5:05:29, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8732, loss_cls: 1.3152, loss: 1.3152, grad_norm: 5.6019 2020-10-02 11:27:42,451 - mmaction - INFO - Epoch [51][360/1997] lr: 7.500e-04, eta: 1 day, 5:05:08, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8721, loss_cls: 1.2955, loss: 1.2955, grad_norm: 5.6236 2020-10-02 11:28:02,621 - mmaction - INFO - Epoch [51][380/1997] lr: 7.500e-04, eta: 1 day, 5:04:46, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.6742, top5_acc: 0.8646, loss_cls: 1.3439, loss: 1.3439, grad_norm: 5.5650 2020-10-02 11:28:24,314 - mmaction - INFO - Epoch [51][400/1997] lr: 7.500e-04, eta: 1 day, 5:04:25, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.3175, loss: 1.3175, grad_norm: 5.4953 2020-10-02 11:28:44,487 - mmaction - INFO - Epoch [51][420/1997] lr: 7.500e-04, eta: 1 day, 5:04:03, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8659, loss_cls: 1.3584, loss: 1.3584, grad_norm: 5.5933 2020-10-02 11:29:06,362 - mmaction - INFO - Epoch [51][440/1997] lr: 7.500e-04, eta: 1 day, 5:03:43, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6659, top5_acc: 0.8602, loss_cls: 1.3795, loss: 1.3795, grad_norm: 5.8011 2020-10-02 11:29:27,824 - mmaction - INFO - Epoch [51][460/1997] lr: 7.500e-04, eta: 1 day, 5:03:23, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8693, loss_cls: 1.2946, loss: 1.2946, grad_norm: 5.5098 2020-10-02 11:29:48,803 - mmaction - INFO - Epoch [51][480/1997] lr: 7.500e-04, eta: 1 day, 5:03:01, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.3041, loss: 1.3041, grad_norm: 5.5661 2020-10-02 11:30:09,045 - mmaction - INFO - Epoch [51][500/1997] lr: 7.500e-04, eta: 1 day, 5:02:40, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8622, loss_cls: 1.3514, loss: 1.3514, grad_norm: 5.6781 2020-10-02 11:30:30,244 - mmaction - INFO - Epoch [51][520/1997] lr: 7.500e-04, eta: 1 day, 5:02:19, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8687, loss_cls: 1.3001, loss: 1.3001, grad_norm: 5.4800 2020-10-02 11:30:51,848 - mmaction - INFO - Epoch [51][540/1997] lr: 7.500e-04, eta: 1 day, 5:01:58, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8839, loss_cls: 1.2731, loss: 1.2731, grad_norm: 5.5565 2020-10-02 11:31:13,906 - mmaction - INFO - Epoch [51][560/1997] lr: 7.500e-04, eta: 1 day, 5:01:38, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8721, loss_cls: 1.3055, loss: 1.3055, grad_norm: 5.5153 2020-10-02 11:31:33,595 - mmaction - INFO - Epoch [51][580/1997] lr: 7.500e-04, eta: 1 day, 5:01:16, time: 0.984, data_time: 0.001, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.5414 2020-10-02 11:31:55,948 - mmaction - INFO - Epoch [51][600/1997] lr: 7.500e-04, eta: 1 day, 5:00:56, time: 1.119, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8633, loss_cls: 1.3150, loss: 1.3150, grad_norm: 5.4980 2020-10-02 11:32:16,379 - mmaction - INFO - Epoch [51][620/1997] lr: 7.500e-04, eta: 1 day, 5:00:34, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8758, loss_cls: 1.2958, loss: 1.2958, grad_norm: 5.5341 2020-10-02 11:32:36,966 - mmaction - INFO - Epoch [51][640/1997] lr: 7.500e-04, eta: 1 day, 5:00:13, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8721, loss_cls: 1.3185, loss: 1.3185, grad_norm: 5.6314 2020-10-02 11:32:58,106 - mmaction - INFO - Epoch [51][660/1997] lr: 7.500e-04, eta: 1 day, 4:59:52, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8740, loss_cls: 1.2969, loss: 1.2969, grad_norm: 5.5250 2020-10-02 11:33:18,625 - mmaction - INFO - Epoch [51][680/1997] lr: 7.500e-04, eta: 1 day, 4:59:30, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.6690, top5_acc: 0.8589, loss_cls: 1.3606, loss: 1.3606, grad_norm: 5.6368 2020-10-02 11:33:40,540 - mmaction - INFO - Epoch [51][700/1997] lr: 7.500e-04, eta: 1 day, 4:59:10, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6661, top5_acc: 0.8549, loss_cls: 1.4024, loss: 1.4024, grad_norm: 5.7620 2020-10-02 11:34:01,800 - mmaction - INFO - Epoch [51][720/1997] lr: 7.500e-04, eta: 1 day, 4:58:49, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8740, loss_cls: 1.3211, loss: 1.3211, grad_norm: 5.5898 2020-10-02 11:34:23,602 - mmaction - INFO - Epoch [51][740/1997] lr: 7.500e-04, eta: 1 day, 4:58:29, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8664, loss_cls: 1.3624, loss: 1.3624, grad_norm: 5.6502 2020-10-02 11:34:43,200 - mmaction - INFO - Epoch [51][760/1997] lr: 7.500e-04, eta: 1 day, 4:58:06, time: 0.981, data_time: 0.026, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8724, loss_cls: 1.2865, loss: 1.2865, grad_norm: 5.4031 2020-10-02 11:35:04,496 - mmaction - INFO - Epoch [51][780/1997] lr: 7.500e-04, eta: 1 day, 4:57:46, time: 1.065, data_time: 0.009, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8721, loss_cls: 1.2955, loss: 1.2955, grad_norm: 5.5794 2020-10-02 11:35:26,187 - mmaction - INFO - Epoch [51][800/1997] lr: 7.500e-04, eta: 1 day, 4:57:25, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3420, loss: 1.3420, grad_norm: 5.5761 2020-10-02 11:35:47,063 - mmaction - INFO - Epoch [51][820/1997] lr: 7.500e-04, eta: 1 day, 4:57:04, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8818, loss_cls: 1.2752, loss: 1.2752, grad_norm: 5.5107 2020-10-02 11:36:08,170 - mmaction - INFO - Epoch [51][840/1997] lr: 7.500e-04, eta: 1 day, 4:56:43, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8753, loss_cls: 1.3124, loss: 1.3124, grad_norm: 5.5206 2020-10-02 11:36:28,046 - mmaction - INFO - Epoch [51][860/1997] lr: 7.500e-04, eta: 1 day, 4:56:21, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8695, loss_cls: 1.3021, loss: 1.3021, grad_norm: 5.4899 2020-10-02 11:36:49,385 - mmaction - INFO - Epoch [51][880/1997] lr: 7.500e-04, eta: 1 day, 4:56:00, time: 1.066, data_time: 0.056, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8672, loss_cls: 1.3079, loss: 1.3079, grad_norm: 5.4493 2020-10-02 11:37:10,290 - mmaction - INFO - Epoch [51][900/1997] lr: 7.500e-04, eta: 1 day, 4:55:39, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8690, loss_cls: 1.2906, loss: 1.2906, grad_norm: 5.6112 2020-10-02 11:37:31,536 - mmaction - INFO - Epoch [51][920/1997] lr: 7.500e-04, eta: 1 day, 4:55:18, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8594, loss_cls: 1.3544, loss: 1.3544, grad_norm: 5.6292 2020-10-02 11:37:51,319 - mmaction - INFO - Epoch [51][940/1997] lr: 7.500e-04, eta: 1 day, 4:54:56, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8664, loss_cls: 1.3107, loss: 1.3107, grad_norm: 5.6602 2020-10-02 11:38:12,826 - mmaction - INFO - Epoch [51][960/1997] lr: 7.500e-04, eta: 1 day, 4:54:35, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8729, loss_cls: 1.2775, loss: 1.2775, grad_norm: 5.5191 2020-10-02 11:38:32,918 - mmaction - INFO - Epoch [51][980/1997] lr: 7.500e-04, eta: 1 day, 4:54:13, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8729, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.5514 2020-10-02 11:38:54,213 - mmaction - INFO - Epoch [51][1000/1997] lr: 7.500e-04, eta: 1 day, 4:53:52, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8773, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.5421 2020-10-02 11:39:15,233 - mmaction - INFO - Epoch [51][1020/1997] lr: 7.500e-04, eta: 1 day, 4:53:31, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8669, loss_cls: 1.3100, loss: 1.3100, grad_norm: 5.5490 2020-10-02 11:39:35,711 - mmaction - INFO - Epoch [51][1040/1997] lr: 7.500e-04, eta: 1 day, 4:53:10, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8633, loss_cls: 1.3264, loss: 1.3264, grad_norm: 5.5248 2020-10-02 11:39:56,452 - mmaction - INFO - Epoch [51][1060/1997] lr: 7.500e-04, eta: 1 day, 4:52:48, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6630, top5_acc: 0.8581, loss_cls: 1.4055, loss: 1.4055, grad_norm: 5.7552 2020-10-02 11:40:16,998 - mmaction - INFO - Epoch [51][1080/1997] lr: 7.500e-04, eta: 1 day, 4:52:27, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8708, loss_cls: 1.3041, loss: 1.3041, grad_norm: 5.5197 2020-10-02 11:40:38,286 - mmaction - INFO - Epoch [51][1100/1997] lr: 7.500e-04, eta: 1 day, 4:52:06, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8635, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.5261 2020-10-02 11:40:59,021 - mmaction - INFO - Epoch [51][1120/1997] lr: 7.500e-04, eta: 1 day, 4:51:45, time: 1.036, data_time: 0.003, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8693, loss_cls: 1.3143, loss: 1.3143, grad_norm: 5.5889 2020-10-02 11:41:19,536 - mmaction - INFO - Epoch [51][1140/1997] lr: 7.500e-04, eta: 1 day, 4:51:23, time: 1.027, data_time: 0.003, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8612, loss_cls: 1.3385, loss: 1.3385, grad_norm: 5.6327 2020-10-02 11:41:40,457 - mmaction - INFO - Epoch [51][1160/1997] lr: 7.500e-04, eta: 1 day, 4:51:02, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8693, loss_cls: 1.2896, loss: 1.2896, grad_norm: 5.4955 2020-10-02 11:42:01,689 - mmaction - INFO - Epoch [51][1180/1997] lr: 7.500e-04, eta: 1 day, 4:50:41, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8646, loss_cls: 1.3224, loss: 1.3224, grad_norm: 5.5046 2020-10-02 11:42:24,093 - mmaction - INFO - Epoch [51][1200/1997] lr: 7.500e-04, eta: 1 day, 4:50:21, time: 1.120, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8641, loss_cls: 1.3448, loss: 1.3448, grad_norm: 5.5719 2020-10-02 11:42:46,002 - mmaction - INFO - Epoch [51][1220/1997] lr: 7.500e-04, eta: 1 day, 4:50:01, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6708, top5_acc: 0.8583, loss_cls: 1.3674, loss: 1.3674, grad_norm: 5.6738 2020-10-02 11:43:06,622 - mmaction - INFO - Epoch [51][1240/1997] lr: 7.500e-04, eta: 1 day, 4:49:40, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8693, loss_cls: 1.2743, loss: 1.2743, grad_norm: 5.4365 2020-10-02 11:43:27,743 - mmaction - INFO - Epoch [51][1260/1997] lr: 7.500e-04, eta: 1 day, 4:49:19, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8651, loss_cls: 1.3298, loss: 1.3298, grad_norm: 5.6788 2020-10-02 11:43:48,708 - mmaction - INFO - Epoch [51][1280/1997] lr: 7.500e-04, eta: 1 day, 4:48:57, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8646, loss_cls: 1.2995, loss: 1.2995, grad_norm: 5.4768 2020-10-02 11:44:08,348 - mmaction - INFO - Epoch [51][1300/1997] lr: 7.500e-04, eta: 1 day, 4:48:35, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8659, loss_cls: 1.3177, loss: 1.3177, grad_norm: 5.4502 2020-10-02 11:44:29,805 - mmaction - INFO - Epoch [51][1320/1997] lr: 7.500e-04, eta: 1 day, 4:48:14, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8794, loss_cls: 1.2986, loss: 1.2986, grad_norm: 5.6373 2020-10-02 11:44:51,281 - mmaction - INFO - Epoch [51][1340/1997] lr: 7.500e-04, eta: 1 day, 4:47:54, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8674, loss_cls: 1.3281, loss: 1.3281, grad_norm: 5.5813 2020-10-02 11:45:11,478 - mmaction - INFO - Epoch [51][1360/1997] lr: 7.500e-04, eta: 1 day, 4:47:32, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8672, loss_cls: 1.3324, loss: 1.3324, grad_norm: 5.6255 2020-10-02 11:45:32,209 - mmaction - INFO - Epoch [51][1380/1997] lr: 7.500e-04, eta: 1 day, 4:47:11, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8674, loss_cls: 1.3001, loss: 1.3001, grad_norm: 5.5501 2020-10-02 11:45:53,835 - mmaction - INFO - Epoch [51][1400/1997] lr: 7.500e-04, eta: 1 day, 4:46:50, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8638, loss_cls: 1.3032, loss: 1.3032, grad_norm: 5.3782 2020-10-02 11:46:13,918 - mmaction - INFO - Epoch [51][1420/1997] lr: 7.500e-04, eta: 1 day, 4:46:28, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8596, loss_cls: 1.3592, loss: 1.3592, grad_norm: 5.6612 2020-10-02 11:46:34,647 - mmaction - INFO - Epoch [51][1440/1997] lr: 7.500e-04, eta: 1 day, 4:46:07, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8818, loss_cls: 1.2843, loss: 1.2843, grad_norm: 5.5135 2020-10-02 11:46:55,138 - mmaction - INFO - Epoch [51][1460/1997] lr: 7.500e-04, eta: 1 day, 4:45:45, time: 1.025, data_time: 0.004, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8708, loss_cls: 1.3311, loss: 1.3311, grad_norm: 5.6149 2020-10-02 11:47:16,474 - mmaction - INFO - Epoch [51][1480/1997] lr: 7.500e-04, eta: 1 day, 4:45:24, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8544, loss_cls: 1.3704, loss: 1.3704, grad_norm: 5.6739 2020-10-02 11:47:37,448 - mmaction - INFO - Epoch [51][1500/1997] lr: 7.500e-04, eta: 1 day, 4:45:03, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8620, loss_cls: 1.3432, loss: 1.3432, grad_norm: 5.5891 2020-10-02 11:47:58,657 - mmaction - INFO - Epoch [51][1520/1997] lr: 7.500e-04, eta: 1 day, 4:44:42, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8685, loss_cls: 1.3258, loss: 1.3258, grad_norm: 5.6699 2020-10-02 11:48:20,411 - mmaction - INFO - Epoch [51][1540/1997] lr: 7.500e-04, eta: 1 day, 4:44:22, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8680, loss_cls: 1.2969, loss: 1.2969, grad_norm: 5.5241 2020-10-02 11:48:40,379 - mmaction - INFO - Epoch [51][1560/1997] lr: 7.500e-04, eta: 1 day, 4:44:00, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8677, loss_cls: 1.3236, loss: 1.3236, grad_norm: 5.6028 2020-10-02 11:49:01,620 - mmaction - INFO - Epoch [51][1580/1997] lr: 7.500e-04, eta: 1 day, 4:43:39, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8659, loss_cls: 1.3349, loss: 1.3349, grad_norm: 5.6254 2020-10-02 11:49:22,922 - mmaction - INFO - Epoch [51][1600/1997] lr: 7.500e-04, eta: 1 day, 4:43:18, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8716, loss_cls: 1.2959, loss: 1.2959, grad_norm: 5.5920 2020-10-02 11:49:44,132 - mmaction - INFO - Epoch [51][1620/1997] lr: 7.500e-04, eta: 1 day, 4:42:57, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8690, loss_cls: 1.3111, loss: 1.3111, grad_norm: 5.6396 2020-10-02 11:50:04,437 - mmaction - INFO - Epoch [51][1640/1997] lr: 7.500e-04, eta: 1 day, 4:42:36, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8630, loss_cls: 1.3924, loss: 1.3924, grad_norm: 5.7272 2020-10-02 11:50:26,481 - mmaction - INFO - Epoch [51][1660/1997] lr: 7.500e-04, eta: 1 day, 4:42:15, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8594, loss_cls: 1.3568, loss: 1.3568, grad_norm: 5.6347 2020-10-02 11:50:46,907 - mmaction - INFO - Epoch [51][1680/1997] lr: 7.500e-04, eta: 1 day, 4:41:54, time: 1.022, data_time: 0.003, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8547, loss_cls: 1.3629, loss: 1.3629, grad_norm: 5.6444 2020-10-02 11:51:07,633 - mmaction - INFO - Epoch [51][1700/1997] lr: 7.500e-04, eta: 1 day, 4:41:32, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8667, loss_cls: 1.3224, loss: 1.3224, grad_norm: 5.6696 2020-10-02 11:51:28,486 - mmaction - INFO - Epoch [51][1720/1997] lr: 7.500e-04, eta: 1 day, 4:41:11, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8667, loss_cls: 1.3079, loss: 1.3079, grad_norm: 5.6576 2020-10-02 11:51:49,109 - mmaction - INFO - Epoch [51][1740/1997] lr: 7.500e-04, eta: 1 day, 4:40:50, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8698, loss_cls: 1.3074, loss: 1.3074, grad_norm: 5.5466 2020-10-02 11:52:11,792 - mmaction - INFO - Epoch [51][1760/1997] lr: 7.500e-04, eta: 1 day, 4:40:30, time: 1.134, data_time: 0.003, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8706, loss_cls: 1.3060, loss: 1.3060, grad_norm: 5.5916 2020-10-02 11:52:31,520 - mmaction - INFO - Epoch [51][1780/1997] lr: 7.500e-04, eta: 1 day, 4:40:08, time: 0.987, data_time: 0.003, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3639, loss: 1.3639, grad_norm: 5.7473 2020-10-02 11:52:52,823 - mmaction - INFO - Epoch [51][1800/1997] lr: 7.500e-04, eta: 1 day, 4:39:47, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8674, loss_cls: 1.3171, loss: 1.3171, grad_norm: 5.6238 2020-10-02 11:53:15,566 - mmaction - INFO - Epoch [51][1820/1997] lr: 7.500e-04, eta: 1 day, 4:39:28, time: 1.136, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8732, loss_cls: 1.3102, loss: 1.3102, grad_norm: 5.5651 2020-10-02 11:53:35,668 - mmaction - INFO - Epoch [51][1840/1997] lr: 7.500e-04, eta: 1 day, 4:39:06, time: 1.006, data_time: 0.003, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8693, loss_cls: 1.2906, loss: 1.2906, grad_norm: 5.5167 2020-10-02 11:53:56,881 - mmaction - INFO - Epoch [51][1860/1997] lr: 7.500e-04, eta: 1 day, 4:38:45, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8747, loss_cls: 1.2894, loss: 1.2894, grad_norm: 5.4589 2020-10-02 11:54:18,554 - mmaction - INFO - Epoch [51][1880/1997] lr: 7.500e-04, eta: 1 day, 4:38:24, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8661, loss_cls: 1.3500, loss: 1.3500, grad_norm: 5.5556 2020-10-02 11:54:38,223 - mmaction - INFO - Epoch [51][1900/1997] lr: 7.500e-04, eta: 1 day, 4:38:02, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8711, loss_cls: 1.2933, loss: 1.2933, grad_norm: 5.5832 2020-10-02 11:54:59,535 - mmaction - INFO - Epoch [51][1920/1997] lr: 7.500e-04, eta: 1 day, 4:37:41, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8630, loss_cls: 1.3413, loss: 1.3413, grad_norm: 5.6451 2020-10-02 11:55:19,571 - mmaction - INFO - Epoch [51][1940/1997] lr: 7.500e-04, eta: 1 day, 4:37:19, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8677, loss_cls: 1.3019, loss: 1.3019, grad_norm: 5.5533 2020-10-02 11:55:40,565 - mmaction - INFO - Epoch [51][1960/1997] lr: 7.500e-04, eta: 1 day, 4:36:58, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8583, loss_cls: 1.3449, loss: 1.3449, grad_norm: 5.6049 2020-10-02 11:56:01,371 - mmaction - INFO - Epoch [51][1980/1997] lr: 7.500e-04, eta: 1 day, 4:36:37, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8779, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.5092 2020-10-02 11:56:18,914 - mmaction - INFO - Saving checkpoint at 51 epochs 2020-10-02 11:57:03,687 - mmaction - INFO - Epoch [52][20/1997] lr: 7.500e-04, eta: 1 day, 4:36:03, time: 2.194, data_time: 1.438, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8568, loss_cls: 1.3822, loss: 1.3822, grad_norm: 5.7436 2020-10-02 11:57:24,571 - mmaction - INFO - Epoch [52][40/1997] lr: 7.500e-04, eta: 1 day, 4:35:42, time: 1.044, data_time: 0.059, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8727, loss_cls: 1.3052, loss: 1.3052, grad_norm: 5.5394 2020-10-02 11:57:45,931 - mmaction - INFO - Epoch [52][60/1997] lr: 7.500e-04, eta: 1 day, 4:35:21, time: 1.068, data_time: 0.063, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8589, loss_cls: 1.3463, loss: 1.3463, grad_norm: 5.6668 2020-10-02 11:58:07,092 - mmaction - INFO - Epoch [52][80/1997] lr: 7.500e-04, eta: 1 day, 4:35:00, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8680, loss_cls: 1.3189, loss: 1.3189, grad_norm: 5.5037 2020-10-02 11:58:28,921 - mmaction - INFO - Epoch [52][100/1997] lr: 7.500e-04, eta: 1 day, 4:34:40, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8669, loss_cls: 1.3083, loss: 1.3083, grad_norm: 5.5665 2020-10-02 11:58:50,059 - mmaction - INFO - Epoch [52][120/1997] lr: 7.500e-04, eta: 1 day, 4:34:19, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8706, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.6264 2020-10-02 11:59:10,624 - mmaction - INFO - Epoch [52][140/1997] lr: 7.500e-04, eta: 1 day, 4:33:57, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8615, loss_cls: 1.3353, loss: 1.3353, grad_norm: 5.6386 2020-10-02 11:59:31,441 - mmaction - INFO - Epoch [52][160/1997] lr: 7.500e-04, eta: 1 day, 4:33:36, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8716, loss_cls: 1.3083, loss: 1.3083, grad_norm: 5.4576 2020-10-02 11:59:51,819 - mmaction - INFO - Epoch [52][180/1997] lr: 7.500e-04, eta: 1 day, 4:33:14, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8669, loss_cls: 1.3132, loss: 1.3132, grad_norm: 5.5312 2020-10-02 12:00:14,707 - mmaction - INFO - Epoch [52][200/1997] lr: 7.500e-04, eta: 1 day, 4:32:55, time: 1.145, data_time: 0.001, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8703, loss_cls: 1.3313, loss: 1.3313, grad_norm: 5.7299 2020-10-02 12:00:35,407 - mmaction - INFO - Epoch [52][220/1997] lr: 7.500e-04, eta: 1 day, 4:32:33, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8753, loss_cls: 1.2800, loss: 1.2800, grad_norm: 5.5293 2020-10-02 12:00:55,965 - mmaction - INFO - Epoch [52][240/1997] lr: 7.500e-04, eta: 1 day, 4:32:12, time: 1.029, data_time: 0.004, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8612, loss_cls: 1.3331, loss: 1.3331, grad_norm: 5.6025 2020-10-02 12:01:17,365 - mmaction - INFO - Epoch [52][260/1997] lr: 7.500e-04, eta: 1 day, 4:31:51, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8732, loss_cls: 1.3329, loss: 1.3329, grad_norm: 5.7281 2020-10-02 12:01:38,161 - mmaction - INFO - Epoch [52][280/1997] lr: 7.500e-04, eta: 1 day, 4:31:30, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8685, loss_cls: 1.3051, loss: 1.3051, grad_norm: 5.6201 2020-10-02 12:01:59,987 - mmaction - INFO - Epoch [52][300/1997] lr: 7.500e-04, eta: 1 day, 4:31:10, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8708, loss_cls: 1.3307, loss: 1.3307, grad_norm: 5.6928 2020-10-02 12:02:21,692 - mmaction - INFO - Epoch [52][320/1997] lr: 7.500e-04, eta: 1 day, 4:30:49, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8677, loss_cls: 1.3363, loss: 1.3363, grad_norm: 5.6464 2020-10-02 12:02:42,249 - mmaction - INFO - Epoch [52][340/1997] lr: 7.500e-04, eta: 1 day, 4:30:28, time: 1.029, data_time: 0.003, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8706, loss_cls: 1.3189, loss: 1.3189, grad_norm: 5.5884 2020-10-02 12:03:02,509 - mmaction - INFO - Epoch [52][360/1997] lr: 7.500e-04, eta: 1 day, 4:30:06, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8740, loss_cls: 1.2860, loss: 1.2860, grad_norm: 5.5403 2020-10-02 12:03:24,302 - mmaction - INFO - Epoch [52][380/1997] lr: 7.500e-04, eta: 1 day, 4:29:45, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.3009, loss: 1.3009, grad_norm: 5.5144 2020-10-02 12:03:43,920 - mmaction - INFO - Epoch [52][400/1997] lr: 7.500e-04, eta: 1 day, 4:29:23, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8716, loss_cls: 1.2977, loss: 1.2977, grad_norm: 5.5623 2020-10-02 12:04:05,138 - mmaction - INFO - Epoch [52][420/1997] lr: 7.500e-04, eta: 1 day, 4:29:02, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8732, loss_cls: 1.2694, loss: 1.2694, grad_norm: 5.4916 2020-10-02 12:04:26,429 - mmaction - INFO - Epoch [52][440/1997] lr: 7.500e-04, eta: 1 day, 4:28:41, time: 1.065, data_time: 0.003, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8646, loss_cls: 1.3296, loss: 1.3296, grad_norm: 5.6149 2020-10-02 12:04:47,865 - mmaction - INFO - Epoch [52][460/1997] lr: 7.500e-04, eta: 1 day, 4:28:21, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8690, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.5748 2020-10-02 12:05:07,416 - mmaction - INFO - Epoch [52][480/1997] lr: 7.500e-04, eta: 1 day, 4:27:58, time: 0.978, data_time: 0.013, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8745, loss_cls: 1.2663, loss: 1.2663, grad_norm: 5.4797 2020-10-02 12:05:28,628 - mmaction - INFO - Epoch [52][500/1997] lr: 7.500e-04, eta: 1 day, 4:27:37, time: 1.060, data_time: 0.014, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8714, loss_cls: 1.3007, loss: 1.3007, grad_norm: 5.7328 2020-10-02 12:05:50,303 - mmaction - INFO - Epoch [52][520/1997] lr: 7.500e-04, eta: 1 day, 4:27:17, time: 1.084, data_time: 0.023, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8664, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.6577 2020-10-02 12:06:10,454 - mmaction - INFO - Epoch [52][540/1997] lr: 7.500e-04, eta: 1 day, 4:26:55, time: 1.007, data_time: 0.146, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8747, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.5402 2020-10-02 12:06:31,818 - mmaction - INFO - Epoch [52][560/1997] lr: 7.500e-04, eta: 1 day, 4:26:34, time: 1.068, data_time: 0.012, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2679, loss: 1.2679, grad_norm: 5.4635 2020-10-02 12:06:52,263 - mmaction - INFO - Epoch [52][580/1997] lr: 7.500e-04, eta: 1 day, 4:26:13, time: 1.022, data_time: 0.014, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8674, loss_cls: 1.2965, loss: 1.2965, grad_norm: 5.6621 2020-10-02 12:07:13,688 - mmaction - INFO - Epoch [52][600/1997] lr: 7.500e-04, eta: 1 day, 4:25:52, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8609, loss_cls: 1.3436, loss: 1.3436, grad_norm: 5.6665 2020-10-02 12:07:33,835 - mmaction - INFO - Epoch [52][620/1997] lr: 7.500e-04, eta: 1 day, 4:25:30, time: 1.008, data_time: 0.118, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8714, loss_cls: 1.3067, loss: 1.3067, grad_norm: 5.6320 2020-10-02 12:07:55,732 - mmaction - INFO - Epoch [52][640/1997] lr: 7.500e-04, eta: 1 day, 4:25:10, time: 1.094, data_time: 0.079, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8690, loss_cls: 1.3435, loss: 1.3435, grad_norm: 5.7078 2020-10-02 12:08:16,733 - mmaction - INFO - Epoch [52][660/1997] lr: 7.500e-04, eta: 1 day, 4:24:49, time: 1.050, data_time: 0.012, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.3172, loss: 1.3172, grad_norm: 5.6610 2020-10-02 12:08:36,661 - mmaction - INFO - Epoch [52][680/1997] lr: 7.500e-04, eta: 1 day, 4:24:27, time: 0.997, data_time: 0.066, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8672, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.7568 2020-10-02 12:08:58,342 - mmaction - INFO - Epoch [52][700/1997] lr: 7.500e-04, eta: 1 day, 4:24:06, time: 1.084, data_time: 0.163, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8734, loss_cls: 1.2836, loss: 1.2836, grad_norm: 5.5722 2020-10-02 12:09:19,440 - mmaction - INFO - Epoch [52][720/1997] lr: 7.500e-04, eta: 1 day, 4:23:45, time: 1.055, data_time: 0.077, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8617, loss_cls: 1.3367, loss: 1.3367, grad_norm: 5.6272 2020-10-02 12:09:40,410 - mmaction - INFO - Epoch [52][740/1997] lr: 7.500e-04, eta: 1 day, 4:23:24, time: 1.049, data_time: 0.319, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2969, loss: 1.2969, grad_norm: 5.5254 2020-10-02 12:10:00,961 - mmaction - INFO - Epoch [52][760/1997] lr: 7.500e-04, eta: 1 day, 4:23:02, time: 1.027, data_time: 0.236, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8763, loss_cls: 1.2644, loss: 1.2644, grad_norm: 5.5203 2020-10-02 12:10:21,359 - mmaction - INFO - Epoch [52][780/1997] lr: 7.500e-04, eta: 1 day, 4:22:41, time: 1.021, data_time: 0.109, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8753, loss_cls: 1.2723, loss: 1.2723, grad_norm: 5.4702 2020-10-02 12:10:42,463 - mmaction - INFO - Epoch [52][800/1997] lr: 7.500e-04, eta: 1 day, 4:22:20, time: 1.054, data_time: 0.012, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8766, loss_cls: 1.2756, loss: 1.2756, grad_norm: 5.5381 2020-10-02 12:11:03,266 - mmaction - INFO - Epoch [52][820/1997] lr: 7.500e-04, eta: 1 day, 4:21:58, time: 1.040, data_time: 0.047, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8680, loss_cls: 1.2956, loss: 1.2956, grad_norm: 5.5833 2020-10-02 12:11:24,557 - mmaction - INFO - Epoch [52][840/1997] lr: 7.500e-04, eta: 1 day, 4:21:38, time: 1.064, data_time: 0.117, memory: 8350, top1_acc: 0.6737, top5_acc: 0.8620, loss_cls: 1.3446, loss: 1.3446, grad_norm: 5.7027 2020-10-02 12:11:45,322 - mmaction - INFO - Epoch [52][860/1997] lr: 7.500e-04, eta: 1 day, 4:21:16, time: 1.039, data_time: 0.313, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8612, loss_cls: 1.3332, loss: 1.3332, grad_norm: 5.5594 2020-10-02 12:12:06,844 - mmaction - INFO - Epoch [52][880/1997] lr: 7.500e-04, eta: 1 day, 4:20:56, time: 1.076, data_time: 0.015, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8646, loss_cls: 1.3165, loss: 1.3165, grad_norm: 5.5649 2020-10-02 12:12:27,830 - mmaction - INFO - Epoch [52][900/1997] lr: 7.500e-04, eta: 1 day, 4:20:35, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8620, loss_cls: 1.3281, loss: 1.3281, grad_norm: 5.6119 2020-10-02 12:12:48,130 - mmaction - INFO - Epoch [52][920/1997] lr: 7.500e-04, eta: 1 day, 4:20:13, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8695, loss_cls: 1.3002, loss: 1.3002, grad_norm: 5.6153 2020-10-02 12:13:09,306 - mmaction - INFO - Epoch [52][940/1997] lr: 7.500e-04, eta: 1 day, 4:19:52, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8771, loss_cls: 1.2808, loss: 1.2808, grad_norm: 5.5403 2020-10-02 12:13:29,876 - mmaction - INFO - Epoch [52][960/1997] lr: 7.500e-04, eta: 1 day, 4:19:30, time: 1.028, data_time: 0.010, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.3280, loss: 1.3280, grad_norm: 5.6516 2020-10-02 12:13:50,018 - mmaction - INFO - Epoch [52][980/1997] lr: 7.500e-04, eta: 1 day, 4:19:09, time: 1.007, data_time: 0.053, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.3136, loss: 1.3136, grad_norm: 5.5114 2020-10-02 12:14:11,608 - mmaction - INFO - Epoch [52][1000/1997] lr: 7.500e-04, eta: 1 day, 4:18:48, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8727, loss_cls: 1.3009, loss: 1.3009, grad_norm: 5.6471 2020-10-02 12:14:32,796 - mmaction - INFO - Epoch [52][1020/1997] lr: 7.500e-04, eta: 1 day, 4:18:27, time: 1.060, data_time: 0.024, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8714, loss_cls: 1.3096, loss: 1.3096, grad_norm: 5.6432 2020-10-02 12:14:53,997 - mmaction - INFO - Epoch [52][1040/1997] lr: 7.500e-04, eta: 1 day, 4:18:06, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8604, loss_cls: 1.3534, loss: 1.3534, grad_norm: 5.5865 2020-10-02 12:15:14,507 - mmaction - INFO - Epoch [52][1060/1997] lr: 7.500e-04, eta: 1 day, 4:17:45, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.6763, top5_acc: 0.8677, loss_cls: 1.3141, loss: 1.3141, grad_norm: 5.5738 2020-10-02 12:15:35,168 - mmaction - INFO - Epoch [52][1080/1997] lr: 7.500e-04, eta: 1 day, 4:17:23, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8643, loss_cls: 1.3751, loss: 1.3751, grad_norm: 5.7634 2020-10-02 12:15:55,943 - mmaction - INFO - Epoch [52][1100/1997] lr: 7.500e-04, eta: 1 day, 4:17:02, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8721, loss_cls: 1.2959, loss: 1.2959, grad_norm: 5.5241 2020-10-02 12:16:17,842 - mmaction - INFO - Epoch [52][1120/1997] lr: 7.500e-04, eta: 1 day, 4:16:42, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8630, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.6103 2020-10-02 12:16:37,985 - mmaction - INFO - Epoch [52][1140/1997] lr: 7.500e-04, eta: 1 day, 4:16:20, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.6937, top5_acc: 0.8745, loss_cls: 1.2898, loss: 1.2898, grad_norm: 5.5875 2020-10-02 12:16:58,404 - mmaction - INFO - Epoch [52][1160/1997] lr: 7.500e-04, eta: 1 day, 4:15:58, time: 1.021, data_time: 0.017, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8706, loss_cls: 1.3263, loss: 1.3263, grad_norm: 5.7184 2020-10-02 12:17:20,615 - mmaction - INFO - Epoch [52][1180/1997] lr: 7.500e-04, eta: 1 day, 4:15:38, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8779, loss_cls: 1.2707, loss: 1.2707, grad_norm: 5.6064 2020-10-02 12:17:40,518 - mmaction - INFO - Epoch [52][1200/1997] lr: 7.500e-04, eta: 1 day, 4:15:16, time: 0.995, data_time: 0.003, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8672, loss_cls: 1.3250, loss: 1.3250, grad_norm: 5.7503 2020-10-02 12:18:02,192 - mmaction - INFO - Epoch [52][1220/1997] lr: 7.500e-04, eta: 1 day, 4:14:56, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8690, loss_cls: 1.3042, loss: 1.3042, grad_norm: 5.6999 2020-10-02 12:18:23,509 - mmaction - INFO - Epoch [52][1240/1997] lr: 7.500e-04, eta: 1 day, 4:14:35, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.3167, loss: 1.3167, grad_norm: 5.5872 2020-10-02 12:18:44,011 - mmaction - INFO - Epoch [52][1260/1997] lr: 7.500e-04, eta: 1 day, 4:14:13, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8659, loss_cls: 1.3332, loss: 1.3332, grad_norm: 5.6581 2020-10-02 12:19:05,312 - mmaction - INFO - Epoch [52][1280/1997] lr: 7.500e-04, eta: 1 day, 4:13:52, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8659, loss_cls: 1.3075, loss: 1.3075, grad_norm: 5.6824 2020-10-02 12:19:25,705 - mmaction - INFO - Epoch [52][1300/1997] lr: 7.500e-04, eta: 1 day, 4:13:31, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8690, loss_cls: 1.2780, loss: 1.2780, grad_norm: 5.5692 2020-10-02 12:19:46,553 - mmaction - INFO - Epoch [52][1320/1997] lr: 7.500e-04, eta: 1 day, 4:13:10, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3993, loss: 1.3993, grad_norm: 5.8448 2020-10-02 12:20:06,918 - mmaction - INFO - Epoch [52][1340/1997] lr: 7.500e-04, eta: 1 day, 4:12:48, time: 1.021, data_time: 0.004, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.3310, loss: 1.3310, grad_norm: 5.6909 2020-10-02 12:20:28,435 - mmaction - INFO - Epoch [52][1360/1997] lr: 7.500e-04, eta: 1 day, 4:12:27, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8771, loss_cls: 1.2593, loss: 1.2593, grad_norm: 5.5492 2020-10-02 12:20:48,168 - mmaction - INFO - Epoch [52][1380/1997] lr: 7.500e-04, eta: 1 day, 4:12:05, time: 0.986, data_time: 0.002, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8659, loss_cls: 1.3098, loss: 1.3098, grad_norm: 5.7149 2020-10-02 12:21:09,215 - mmaction - INFO - Epoch [52][1400/1997] lr: 7.500e-04, eta: 1 day, 4:11:44, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8651, loss_cls: 1.3299, loss: 1.3299, grad_norm: 5.5747 2020-10-02 12:21:30,549 - mmaction - INFO - Epoch [52][1420/1997] lr: 7.500e-04, eta: 1 day, 4:11:23, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3095, loss: 1.3095, grad_norm: 5.5823 2020-10-02 12:21:51,289 - mmaction - INFO - Epoch [52][1440/1997] lr: 7.500e-04, eta: 1 day, 4:11:02, time: 1.038, data_time: 0.004, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8682, loss_cls: 1.3214, loss: 1.3214, grad_norm: 5.6511 2020-10-02 12:22:13,381 - mmaction - INFO - Epoch [52][1460/1997] lr: 7.500e-04, eta: 1 day, 4:10:42, time: 1.104, data_time: 0.003, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8620, loss_cls: 1.3485, loss: 1.3485, grad_norm: 5.6017 2020-10-02 12:22:33,764 - mmaction - INFO - Epoch [52][1480/1997] lr: 7.500e-04, eta: 1 day, 4:10:20, time: 1.020, data_time: 0.003, memory: 8350, top1_acc: 0.6729, top5_acc: 0.8674, loss_cls: 1.3357, loss: 1.3357, grad_norm: 5.7708 2020-10-02 12:22:53,819 - mmaction - INFO - Epoch [52][1500/1997] lr: 7.500e-04, eta: 1 day, 4:09:58, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8768, loss_cls: 1.2889, loss: 1.2889, grad_norm: 5.6473 2020-10-02 12:23:14,851 - mmaction - INFO - Epoch [52][1520/1997] lr: 7.500e-04, eta: 1 day, 4:09:37, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8667, loss_cls: 1.2903, loss: 1.2903, grad_norm: 5.5859 2020-10-02 12:23:35,763 - mmaction - INFO - Epoch [52][1540/1997] lr: 7.500e-04, eta: 1 day, 4:09:16, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8581, loss_cls: 1.3363, loss: 1.3363, grad_norm: 5.6330 2020-10-02 12:23:57,562 - mmaction - INFO - Epoch [52][1560/1997] lr: 7.500e-04, eta: 1 day, 4:08:56, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8724, loss_cls: 1.3004, loss: 1.3004, grad_norm: 5.6375 2020-10-02 12:24:17,664 - mmaction - INFO - Epoch [52][1580/1997] lr: 7.500e-04, eta: 1 day, 4:08:34, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8664, loss_cls: 1.3127, loss: 1.3127, grad_norm: 5.5775 2020-10-02 12:24:39,880 - mmaction - INFO - Epoch [52][1600/1997] lr: 7.500e-04, eta: 1 day, 4:08:14, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8680, loss_cls: 1.2916, loss: 1.2916, grad_norm: 5.4955 2020-10-02 12:25:00,184 - mmaction - INFO - Epoch [52][1620/1997] lr: 7.500e-04, eta: 1 day, 4:07:52, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8693, loss_cls: 1.3153, loss: 1.3153, grad_norm: 5.5920 2020-10-02 12:25:20,182 - mmaction - INFO - Epoch [52][1640/1997] lr: 7.500e-04, eta: 1 day, 4:07:30, time: 1.001, data_time: 0.003, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.3208, loss: 1.3208, grad_norm: 5.5993 2020-10-02 12:25:42,022 - mmaction - INFO - Epoch [52][1660/1997] lr: 7.500e-04, eta: 1 day, 4:07:10, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8669, loss_cls: 1.3172, loss: 1.3172, grad_norm: 5.6130 2020-10-02 12:26:02,337 - mmaction - INFO - Epoch [52][1680/1997] lr: 7.500e-04, eta: 1 day, 4:06:48, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3522, loss: 1.3522, grad_norm: 5.7771 2020-10-02 12:26:24,256 - mmaction - INFO - Epoch [52][1700/1997] lr: 7.500e-04, eta: 1 day, 4:06:28, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8724, loss_cls: 1.3067, loss: 1.3067, grad_norm: 5.5651 2020-10-02 12:26:44,196 - mmaction - INFO - Epoch [52][1720/1997] lr: 7.500e-04, eta: 1 day, 4:06:06, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8750, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.5684 2020-10-02 12:27:04,835 - mmaction - INFO - Epoch [52][1740/1997] lr: 7.500e-04, eta: 1 day, 4:05:44, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8690, loss_cls: 1.3104, loss: 1.3104, grad_norm: 5.6225 2020-10-02 12:27:26,683 - mmaction - INFO - Epoch [52][1760/1997] lr: 7.500e-04, eta: 1 day, 4:05:24, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8703, loss_cls: 1.3303, loss: 1.3303, grad_norm: 5.6568 2020-10-02 12:27:48,415 - mmaction - INFO - Epoch [52][1780/1997] lr: 7.500e-04, eta: 1 day, 4:05:03, time: 1.087, data_time: 0.003, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8656, loss_cls: 1.3166, loss: 1.3166, grad_norm: 5.6107 2020-10-02 12:28:08,404 - mmaction - INFO - Epoch [52][1800/1997] lr: 7.500e-04, eta: 1 day, 4:04:41, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8706, loss_cls: 1.3101, loss: 1.3101, grad_norm: 5.6080 2020-10-02 12:28:30,168 - mmaction - INFO - Epoch [52][1820/1997] lr: 7.500e-04, eta: 1 day, 4:04:21, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8721, loss_cls: 1.2961, loss: 1.2961, grad_norm: 5.6378 2020-10-02 12:28:52,119 - mmaction - INFO - Epoch [52][1840/1997] lr: 7.500e-04, eta: 1 day, 4:04:01, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8740, loss_cls: 1.3014, loss: 1.3014, grad_norm: 5.6077 2020-10-02 12:29:12,005 - mmaction - INFO - Epoch [52][1860/1997] lr: 7.500e-04, eta: 1 day, 4:03:39, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8690, loss_cls: 1.2995, loss: 1.2995, grad_norm: 5.5504 2020-10-02 12:29:33,586 - mmaction - INFO - Epoch [52][1880/1997] lr: 7.500e-04, eta: 1 day, 4:03:18, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8685, loss_cls: 1.3195, loss: 1.3195, grad_norm: 5.6564 2020-10-02 12:29:55,369 - mmaction - INFO - Epoch [52][1900/1997] lr: 7.500e-04, eta: 1 day, 4:02:58, time: 1.091, data_time: 0.003, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8612, loss_cls: 1.3452, loss: 1.3452, grad_norm: 5.7157 2020-10-02 12:30:14,868 - mmaction - INFO - Epoch [52][1920/1997] lr: 7.500e-04, eta: 1 day, 4:02:35, time: 0.974, data_time: 0.001, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8727, loss_cls: 1.2981, loss: 1.2981, grad_norm: 5.5888 2020-10-02 12:30:36,226 - mmaction - INFO - Epoch [52][1940/1997] lr: 7.500e-04, eta: 1 day, 4:02:14, time: 1.069, data_time: 0.003, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8607, loss_cls: 1.3511, loss: 1.3511, grad_norm: 5.7661 2020-10-02 12:30:57,144 - mmaction - INFO - Epoch [52][1960/1997] lr: 7.500e-04, eta: 1 day, 4:01:53, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8703, loss_cls: 1.3046, loss: 1.3046, grad_norm: 5.5575 2020-10-02 12:31:17,456 - mmaction - INFO - Epoch [52][1980/1997] lr: 7.500e-04, eta: 1 day, 4:01:32, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8682, loss_cls: 1.2948, loss: 1.2948, grad_norm: 5.5365 2020-10-02 12:31:37,148 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-10-02 12:32:24,708 - mmaction - INFO - Epoch [53][20/1997] lr: 7.500e-04, eta: 1 day, 4:01:00, time: 2.346, data_time: 1.421, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8708, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.5521 2020-10-02 12:32:45,669 - mmaction - INFO - Epoch [53][40/1997] lr: 7.500e-04, eta: 1 day, 4:00:39, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8695, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.6385 2020-10-02 12:33:06,401 - mmaction - INFO - Epoch [53][60/1997] lr: 7.500e-04, eta: 1 day, 4:00:18, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8659, loss_cls: 1.2976, loss: 1.2976, grad_norm: 5.5473 2020-10-02 12:33:27,328 - mmaction - INFO - Epoch [53][80/1997] lr: 7.500e-04, eta: 1 day, 3:59:56, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8583, loss_cls: 1.3219, loss: 1.3219, grad_norm: 5.6724 2020-10-02 12:33:50,094 - mmaction - INFO - Epoch [53][100/1997] lr: 7.500e-04, eta: 1 day, 3:59:37, time: 1.139, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8630, loss_cls: 1.3086, loss: 1.3086, grad_norm: 5.5790 2020-10-02 12:34:09,694 - mmaction - INFO - Epoch [53][120/1997] lr: 7.500e-04, eta: 1 day, 3:59:15, time: 0.980, data_time: 0.001, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8651, loss_cls: 1.3359, loss: 1.3359, grad_norm: 5.6539 2020-10-02 12:34:30,386 - mmaction - INFO - Epoch [53][140/1997] lr: 7.500e-04, eta: 1 day, 3:58:53, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8695, loss_cls: 1.3091, loss: 1.3091, grad_norm: 5.7199 2020-10-02 12:34:51,532 - mmaction - INFO - Epoch [53][160/1997] lr: 7.500e-04, eta: 1 day, 3:58:32, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8734, loss_cls: 1.2830, loss: 1.2830, grad_norm: 5.5512 2020-10-02 12:35:12,422 - mmaction - INFO - Epoch [53][180/1997] lr: 7.500e-04, eta: 1 day, 3:58:11, time: 1.045, data_time: 0.003, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8643, loss_cls: 1.3451, loss: 1.3451, grad_norm: 5.8269 2020-10-02 12:35:33,236 - mmaction - INFO - Epoch [53][200/1997] lr: 7.500e-04, eta: 1 day, 3:57:50, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8711, loss_cls: 1.2761, loss: 1.2761, grad_norm: 5.5533 2020-10-02 12:35:53,670 - mmaction - INFO - Epoch [53][220/1997] lr: 7.500e-04, eta: 1 day, 3:57:28, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8716, loss_cls: 1.3122, loss: 1.3122, grad_norm: 5.6682 2020-10-02 12:36:15,787 - mmaction - INFO - Epoch [53][240/1997] lr: 7.500e-04, eta: 1 day, 3:57:08, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8661, loss_cls: 1.3318, loss: 1.3318, grad_norm: 5.7196 2020-10-02 12:36:35,601 - mmaction - INFO - Epoch [53][260/1997] lr: 7.500e-04, eta: 1 day, 3:56:46, time: 0.991, data_time: 0.003, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8682, loss_cls: 1.2995, loss: 1.2995, grad_norm: 5.5762 2020-10-02 12:36:57,131 - mmaction - INFO - Epoch [53][280/1997] lr: 7.500e-04, eta: 1 day, 3:56:25, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8794, loss_cls: 1.2508, loss: 1.2508, grad_norm: 5.5402 2020-10-02 12:37:17,686 - mmaction - INFO - Epoch [53][300/1997] lr: 7.500e-04, eta: 1 day, 3:56:04, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.6685, top5_acc: 0.8615, loss_cls: 1.3748, loss: 1.3748, grad_norm: 5.8660 2020-10-02 12:37:39,052 - mmaction - INFO - Epoch [53][320/1997] lr: 7.500e-04, eta: 1 day, 3:55:43, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8674, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.6470 2020-10-02 12:37:59,567 - mmaction - INFO - Epoch [53][340/1997] lr: 7.500e-04, eta: 1 day, 3:55:21, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8656, loss_cls: 1.3294, loss: 1.3294, grad_norm: 5.6955 2020-10-02 12:38:20,162 - mmaction - INFO - Epoch [53][360/1997] lr: 7.500e-04, eta: 1 day, 3:55:00, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8719, loss_cls: 1.2991, loss: 1.2991, grad_norm: 5.5953 2020-10-02 12:38:42,517 - mmaction - INFO - Epoch [53][380/1997] lr: 7.500e-04, eta: 1 day, 3:54:40, time: 1.118, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8763, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.5490 2020-10-02 12:39:02,011 - mmaction - INFO - Epoch [53][400/1997] lr: 7.500e-04, eta: 1 day, 3:54:18, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.3059, loss: 1.3059, grad_norm: 5.5994 2020-10-02 12:39:23,343 - mmaction - INFO - Epoch [53][420/1997] lr: 7.500e-04, eta: 1 day, 3:53:57, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8661, loss_cls: 1.3190, loss: 1.3190, grad_norm: 5.6724 2020-10-02 12:39:43,700 - mmaction - INFO - Epoch [53][440/1997] lr: 7.500e-04, eta: 1 day, 3:53:35, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8701, loss_cls: 1.2913, loss: 1.2913, grad_norm: 5.6273 2020-10-02 12:40:04,903 - mmaction - INFO - Epoch [53][460/1997] lr: 7.500e-04, eta: 1 day, 3:53:14, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8732, loss_cls: 1.2873, loss: 1.2873, grad_norm: 5.5193 2020-10-02 12:40:26,052 - mmaction - INFO - Epoch [53][480/1997] lr: 7.500e-04, eta: 1 day, 3:52:53, time: 1.056, data_time: 0.005, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8667, loss_cls: 1.2939, loss: 1.2939, grad_norm: 5.5837 2020-10-02 12:40:46,118 - mmaction - INFO - Epoch [53][500/1997] lr: 7.500e-04, eta: 1 day, 3:52:31, time: 1.004, data_time: 0.007, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8740, loss_cls: 1.2801, loss: 1.2801, grad_norm: 5.5913 2020-10-02 12:41:07,221 - mmaction - INFO - Epoch [53][520/1997] lr: 7.500e-04, eta: 1 day, 3:52:10, time: 1.055, data_time: 0.064, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8750, loss_cls: 1.2830, loss: 1.2830, grad_norm: 5.6566 2020-10-02 12:41:29,062 - mmaction - INFO - Epoch [53][540/1997] lr: 7.500e-04, eta: 1 day, 3:51:50, time: 1.092, data_time: 0.026, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2943, loss: 1.2943, grad_norm: 5.6380 2020-10-02 12:41:50,506 - mmaction - INFO - Epoch [53][560/1997] lr: 7.500e-04, eta: 1 day, 3:51:29, time: 1.072, data_time: 0.008, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2987, loss: 1.2987, grad_norm: 5.6357 2020-10-02 12:42:09,847 - mmaction - INFO - Epoch [53][580/1997] lr: 7.500e-04, eta: 1 day, 3:51:07, time: 0.967, data_time: 0.012, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8823, loss_cls: 1.2564, loss: 1.2564, grad_norm: 5.5050 2020-10-02 12:42:31,699 - mmaction - INFO - Epoch [53][600/1997] lr: 7.500e-04, eta: 1 day, 3:50:46, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8674, loss_cls: 1.2828, loss: 1.2828, grad_norm: 5.6439 2020-10-02 12:42:53,451 - mmaction - INFO - Epoch [53][620/1997] lr: 7.500e-04, eta: 1 day, 3:50:26, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2728, loss: 1.2728, grad_norm: 5.5903 2020-10-02 12:43:13,226 - mmaction - INFO - Epoch [53][640/1997] lr: 7.500e-04, eta: 1 day, 3:50:04, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2996, loss: 1.2996, grad_norm: 5.6861 2020-10-02 12:43:34,292 - mmaction - INFO - Epoch [53][660/1997] lr: 7.500e-04, eta: 1 day, 3:49:43, time: 1.054, data_time: 0.003, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8680, loss_cls: 1.3393, loss: 1.3393, grad_norm: 5.7438 2020-10-02 12:43:55,046 - mmaction - INFO - Epoch [53][680/1997] lr: 7.500e-04, eta: 1 day, 3:49:22, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2791, loss: 1.2791, grad_norm: 5.6560 2020-10-02 12:44:15,818 - mmaction - INFO - Epoch [53][700/1997] lr: 7.500e-04, eta: 1 day, 3:49:00, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8711, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.6353 2020-10-02 12:44:36,456 - mmaction - INFO - Epoch [53][720/1997] lr: 7.500e-04, eta: 1 day, 3:48:39, time: 1.034, data_time: 0.003, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8740, loss_cls: 1.3008, loss: 1.3008, grad_norm: 5.5571 2020-10-02 12:44:56,831 - mmaction - INFO - Epoch [53][740/1997] lr: 7.500e-04, eta: 1 day, 3:48:17, time: 1.018, data_time: 0.001, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8721, loss_cls: 1.3088, loss: 1.3088, grad_norm: 5.6591 2020-10-02 12:45:18,635 - mmaction - INFO - Epoch [53][760/1997] lr: 7.500e-04, eta: 1 day, 3:47:57, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8568, loss_cls: 1.3822, loss: 1.3822, grad_norm: 5.7321 2020-10-02 12:45:39,426 - mmaction - INFO - Epoch [53][780/1997] lr: 7.500e-04, eta: 1 day, 3:47:35, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8703, loss_cls: 1.2899, loss: 1.2899, grad_norm: 5.7252 2020-10-02 12:45:59,988 - mmaction - INFO - Epoch [53][800/1997] lr: 7.500e-04, eta: 1 day, 3:47:14, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8714, loss_cls: 1.3067, loss: 1.3067, grad_norm: 5.7552 2020-10-02 12:46:21,301 - mmaction - INFO - Epoch [53][820/1997] lr: 7.500e-04, eta: 1 day, 3:46:53, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8638, loss_cls: 1.3326, loss: 1.3326, grad_norm: 5.6083 2020-10-02 12:46:42,390 - mmaction - INFO - Epoch [53][840/1997] lr: 7.500e-04, eta: 1 day, 3:46:32, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8701, loss_cls: 1.3064, loss: 1.3064, grad_norm: 5.6931 2020-10-02 12:47:02,447 - mmaction - INFO - Epoch [53][860/1997] lr: 7.500e-04, eta: 1 day, 3:46:10, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8724, loss_cls: 1.3172, loss: 1.3172, grad_norm: 5.7116 2020-10-02 12:47:23,323 - mmaction - INFO - Epoch [53][880/1997] lr: 7.500e-04, eta: 1 day, 3:45:49, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3462, loss: 1.3462, grad_norm: 5.7364 2020-10-02 12:47:44,431 - mmaction - INFO - Epoch [53][900/1997] lr: 7.500e-04, eta: 1 day, 3:45:28, time: 1.057, data_time: 0.014, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8763, loss_cls: 1.2823, loss: 1.2823, grad_norm: 5.6053 2020-10-02 12:48:06,064 - mmaction - INFO - Epoch [53][920/1997] lr: 7.500e-04, eta: 1 day, 3:45:08, time: 1.081, data_time: 0.021, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8565, loss_cls: 1.3775, loss: 1.3775, grad_norm: 5.6899 2020-10-02 12:48:27,382 - mmaction - INFO - Epoch [53][940/1997] lr: 7.500e-04, eta: 1 day, 3:44:47, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2998, loss: 1.2998, grad_norm: 5.5993 2020-10-02 12:48:49,791 - mmaction - INFO - Epoch [53][960/1997] lr: 7.500e-04, eta: 1 day, 3:44:27, time: 1.121, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8560, loss_cls: 1.3605, loss: 1.3605, grad_norm: 5.7099 2020-10-02 12:49:09,492 - mmaction - INFO - Epoch [53][980/1997] lr: 7.500e-04, eta: 1 day, 3:44:05, time: 0.984, data_time: 0.001, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8674, loss_cls: 1.3284, loss: 1.3284, grad_norm: 5.7900 2020-10-02 12:49:31,035 - mmaction - INFO - Epoch [53][1000/1997] lr: 7.500e-04, eta: 1 day, 3:43:44, time: 1.078, data_time: 0.003, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8703, loss_cls: 1.3096, loss: 1.3096, grad_norm: 5.6918 2020-10-02 12:49:51,365 - mmaction - INFO - Epoch [53][1020/1997] lr: 7.500e-04, eta: 1 day, 3:43:22, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8682, loss_cls: 1.3331, loss: 1.3331, grad_norm: 5.7150 2020-10-02 12:50:12,719 - mmaction - INFO - Epoch [53][1040/1997] lr: 7.500e-04, eta: 1 day, 3:43:02, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8620, loss_cls: 1.3271, loss: 1.3271, grad_norm: 5.6997 2020-10-02 12:50:34,095 - mmaction - INFO - Epoch [53][1060/1997] lr: 7.500e-04, eta: 1 day, 3:42:41, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8724, loss_cls: 1.3040, loss: 1.3040, grad_norm: 5.6317 2020-10-02 12:50:54,452 - mmaction - INFO - Epoch [53][1080/1997] lr: 7.500e-04, eta: 1 day, 3:42:19, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8703, loss_cls: 1.3172, loss: 1.3172, grad_norm: 5.8026 2020-10-02 12:51:16,039 - mmaction - INFO - Epoch [53][1100/1997] lr: 7.500e-04, eta: 1 day, 3:41:59, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8646, loss_cls: 1.3236, loss: 1.3236, grad_norm: 5.7036 2020-10-02 12:51:37,318 - mmaction - INFO - Epoch [53][1120/1997] lr: 7.500e-04, eta: 1 day, 3:41:38, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8664, loss_cls: 1.3454, loss: 1.3454, grad_norm: 5.7002 2020-10-02 12:51:57,616 - mmaction - INFO - Epoch [53][1140/1997] lr: 7.500e-04, eta: 1 day, 3:41:16, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8625, loss_cls: 1.3469, loss: 1.3469, grad_norm: 5.7043 2020-10-02 12:52:18,754 - mmaction - INFO - Epoch [53][1160/1997] lr: 7.500e-04, eta: 1 day, 3:40:55, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2962, loss: 1.2962, grad_norm: 5.5635 2020-10-02 12:52:39,943 - mmaction - INFO - Epoch [53][1180/1997] lr: 7.500e-04, eta: 1 day, 3:40:34, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8698, loss_cls: 1.3011, loss: 1.3011, grad_norm: 5.6095 2020-10-02 12:53:01,111 - mmaction - INFO - Epoch [53][1200/1997] lr: 7.500e-04, eta: 1 day, 3:40:13, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8693, loss_cls: 1.2870, loss: 1.2870, grad_norm: 5.5604 2020-10-02 12:53:22,301 - mmaction - INFO - Epoch [53][1220/1997] lr: 7.500e-04, eta: 1 day, 3:39:52, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8724, loss_cls: 1.3127, loss: 1.3127, grad_norm: 5.6877 2020-10-02 12:53:41,789 - mmaction - INFO - Epoch [53][1240/1997] lr: 7.500e-04, eta: 1 day, 3:39:30, time: 0.974, data_time: 0.001, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8654, loss_cls: 1.3449, loss: 1.3449, grad_norm: 5.8535 2020-10-02 12:54:02,619 - mmaction - INFO - Epoch [53][1260/1997] lr: 7.500e-04, eta: 1 day, 3:39:09, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8656, loss_cls: 1.3078, loss: 1.3078, grad_norm: 5.6617 2020-10-02 12:54:23,287 - mmaction - INFO - Epoch [53][1280/1997] lr: 7.500e-04, eta: 1 day, 3:38:47, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8630, loss_cls: 1.3421, loss: 1.3421, grad_norm: 5.7702 2020-10-02 12:54:44,337 - mmaction - INFO - Epoch [53][1300/1997] lr: 7.500e-04, eta: 1 day, 3:38:26, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8682, loss_cls: 1.3204, loss: 1.3204, grad_norm: 5.7000 2020-10-02 12:55:05,408 - mmaction - INFO - Epoch [53][1320/1997] lr: 7.500e-04, eta: 1 day, 3:38:05, time: 1.053, data_time: 0.006, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8766, loss_cls: 1.2355, loss: 1.2355, grad_norm: 5.5440 2020-10-02 12:55:26,084 - mmaction - INFO - Epoch [53][1340/1997] lr: 7.500e-04, eta: 1 day, 3:37:44, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8680, loss_cls: 1.3098, loss: 1.3098, grad_norm: 5.7378 2020-10-02 12:55:46,615 - mmaction - INFO - Epoch [53][1360/1997] lr: 7.500e-04, eta: 1 day, 3:37:22, time: 1.028, data_time: 0.003, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8635, loss_cls: 1.3212, loss: 1.3212, grad_norm: 5.7916 2020-10-02 12:56:08,187 - mmaction - INFO - Epoch [53][1380/1997] lr: 7.500e-04, eta: 1 day, 3:37:02, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8695, loss_cls: 1.3014, loss: 1.3014, grad_norm: 5.5637 2020-10-02 12:56:28,594 - mmaction - INFO - Epoch [53][1400/1997] lr: 7.500e-04, eta: 1 day, 3:36:40, time: 1.019, data_time: 0.001, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8654, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.6235 2020-10-02 12:56:50,918 - mmaction - INFO - Epoch [53][1420/1997] lr: 7.500e-04, eta: 1 day, 3:36:20, time: 1.117, data_time: 0.003, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8688, loss_cls: 1.2955, loss: 1.2955, grad_norm: 5.6741 2020-10-02 12:57:11,727 - mmaction - INFO - Epoch [53][1440/1997] lr: 7.500e-04, eta: 1 day, 3:35:59, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8586, loss_cls: 1.3491, loss: 1.3491, grad_norm: 5.7936 2020-10-02 12:57:31,963 - mmaction - INFO - Epoch [53][1460/1997] lr: 7.500e-04, eta: 1 day, 3:35:37, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8633, loss_cls: 1.3442, loss: 1.3442, grad_norm: 5.7049 2020-10-02 12:57:53,499 - mmaction - INFO - Epoch [53][1480/1997] lr: 7.500e-04, eta: 1 day, 3:35:17, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8682, loss_cls: 1.2979, loss: 1.2979, grad_norm: 5.5973 2020-10-02 12:58:15,197 - mmaction - INFO - Epoch [53][1500/1997] lr: 7.500e-04, eta: 1 day, 3:34:56, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2879, loss: 1.2879, grad_norm: 5.6118 2020-10-02 12:58:34,565 - mmaction - INFO - Epoch [53][1520/1997] lr: 7.500e-04, eta: 1 day, 3:34:33, time: 0.968, data_time: 0.001, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8747, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.6693 2020-10-02 12:58:56,319 - mmaction - INFO - Epoch [53][1540/1997] lr: 7.500e-04, eta: 1 day, 3:34:13, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8682, loss_cls: 1.3198, loss: 1.3198, grad_norm: 5.7621 2020-10-02 12:59:16,901 - mmaction - INFO - Epoch [53][1560/1997] lr: 7.500e-04, eta: 1 day, 3:33:52, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8688, loss_cls: 1.3268, loss: 1.3268, grad_norm: 5.7159 2020-10-02 12:59:38,190 - mmaction - INFO - Epoch [53][1580/1997] lr: 7.500e-04, eta: 1 day, 3:33:31, time: 1.064, data_time: 0.003, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8674, loss_cls: 1.3252, loss: 1.3252, grad_norm: 5.6683 2020-10-02 12:59:59,225 - mmaction - INFO - Epoch [53][1600/1997] lr: 7.500e-04, eta: 1 day, 3:33:10, time: 1.053, data_time: 0.055, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8690, loss_cls: 1.2868, loss: 1.2868, grad_norm: 5.6162 2020-10-02 13:00:20,048 - mmaction - INFO - Epoch [53][1620/1997] lr: 7.500e-04, eta: 1 day, 3:32:48, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8766, loss_cls: 1.2825, loss: 1.2825, grad_norm: 5.5878 2020-10-02 13:00:41,728 - mmaction - INFO - Epoch [53][1640/1997] lr: 7.500e-04, eta: 1 day, 3:32:28, time: 1.083, data_time: 0.031, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8750, loss_cls: 1.2827, loss: 1.2827, grad_norm: 5.5368 2020-10-02 13:01:02,323 - mmaction - INFO - Epoch [53][1660/1997] lr: 7.500e-04, eta: 1 day, 3:32:07, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8604, loss_cls: 1.3559, loss: 1.3559, grad_norm: 5.8379 2020-10-02 13:01:22,976 - mmaction - INFO - Epoch [53][1680/1997] lr: 7.500e-04, eta: 1 day, 3:31:45, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8737, loss_cls: 1.3250, loss: 1.3250, grad_norm: 5.6816 2020-10-02 13:01:44,336 - mmaction - INFO - Epoch [53][1700/1997] lr: 7.500e-04, eta: 1 day, 3:31:24, time: 1.068, data_time: 0.017, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8745, loss_cls: 1.2948, loss: 1.2948, grad_norm: 5.6656 2020-10-02 13:02:05,078 - mmaction - INFO - Epoch [53][1720/1997] lr: 7.500e-04, eta: 1 day, 3:31:03, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8729, loss_cls: 1.3171, loss: 1.3171, grad_norm: 5.7462 2020-10-02 13:02:25,690 - mmaction - INFO - Epoch [53][1740/1997] lr: 7.500e-04, eta: 1 day, 3:30:42, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3322, loss: 1.3322, grad_norm: 5.7110 2020-10-02 13:02:48,106 - mmaction - INFO - Epoch [53][1760/1997] lr: 7.500e-04, eta: 1 day, 3:30:22, time: 1.121, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8737, loss_cls: 1.2913, loss: 1.2913, grad_norm: 5.6569 2020-10-02 13:03:09,064 - mmaction - INFO - Epoch [53][1780/1997] lr: 7.500e-04, eta: 1 day, 3:30:01, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8708, loss_cls: 1.2975, loss: 1.2975, grad_norm: 5.7518 2020-10-02 13:03:29,950 - mmaction - INFO - Epoch [53][1800/1997] lr: 7.500e-04, eta: 1 day, 3:29:39, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8760, loss_cls: 1.3008, loss: 1.3008, grad_norm: 5.7219 2020-10-02 13:03:50,058 - mmaction - INFO - Epoch [53][1820/1997] lr: 7.500e-04, eta: 1 day, 3:29:18, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8659, loss_cls: 1.3130, loss: 1.3130, grad_norm: 5.6073 2020-10-02 13:04:11,501 - mmaction - INFO - Epoch [53][1840/1997] lr: 7.500e-04, eta: 1 day, 3:28:57, time: 1.073, data_time: 0.211, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8706, loss_cls: 1.3184, loss: 1.3184, grad_norm: 5.6759 2020-10-02 13:04:32,417 - mmaction - INFO - Epoch [53][1860/1997] lr: 7.500e-04, eta: 1 day, 3:28:36, time: 1.046, data_time: 0.265, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3188, loss: 1.3188, grad_norm: 5.6657 2020-10-02 13:04:53,448 - mmaction - INFO - Epoch [53][1880/1997] lr: 7.500e-04, eta: 1 day, 3:28:15, time: 1.051, data_time: 0.089, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8747, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.6163 2020-10-02 13:05:14,456 - mmaction - INFO - Epoch [53][1900/1997] lr: 7.500e-04, eta: 1 day, 3:27:54, time: 1.049, data_time: 0.006, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.3212, loss: 1.3212, grad_norm: 5.7876 2020-10-02 13:05:34,638 - mmaction - INFO - Epoch [53][1920/1997] lr: 7.500e-04, eta: 1 day, 3:27:32, time: 1.010, data_time: 0.006, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8682, loss_cls: 1.2965, loss: 1.2965, grad_norm: 5.6516 2020-10-02 13:05:55,263 - mmaction - INFO - Epoch [53][1940/1997] lr: 7.500e-04, eta: 1 day, 3:27:10, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3432, loss: 1.3432, grad_norm: 5.7226 2020-10-02 13:06:16,254 - mmaction - INFO - Epoch [53][1960/1997] lr: 7.500e-04, eta: 1 day, 3:26:49, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8792, loss_cls: 1.2727, loss: 1.2727, grad_norm: 5.6108 2020-10-02 13:06:36,675 - mmaction - INFO - Epoch [53][1980/1997] lr: 7.500e-04, eta: 1 day, 3:26:28, time: 1.019, data_time: 0.001, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8638, loss_cls: 1.2857, loss: 1.2857, grad_norm: 5.6570 2020-10-02 13:06:56,352 - mmaction - INFO - Saving checkpoint at 53 epochs 2020-10-02 13:07:44,669 - mmaction - INFO - Epoch [54][20/1997] lr: 7.500e-04, eta: 1 day, 3:25:56, time: 2.345, data_time: 1.653, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8750, loss_cls: 1.3064, loss: 1.3064, grad_norm: 5.7449 2020-10-02 13:08:05,324 - mmaction - INFO - Epoch [54][40/1997] lr: 7.500e-04, eta: 1 day, 3:25:34, time: 1.033, data_time: 0.357, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8716, loss_cls: 1.2755, loss: 1.2755, grad_norm: 5.5104 2020-10-02 13:08:25,447 - mmaction - INFO - Epoch [54][60/1997] lr: 7.500e-04, eta: 1 day, 3:25:12, time: 1.005, data_time: 0.126, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8701, loss_cls: 1.3132, loss: 1.3132, grad_norm: 5.5789 2020-10-02 13:08:46,957 - mmaction - INFO - Epoch [54][80/1997] lr: 7.500e-04, eta: 1 day, 3:24:52, time: 1.076, data_time: 0.003, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8781, loss_cls: 1.2568, loss: 1.2568, grad_norm: 5.7650 2020-10-02 13:09:08,511 - mmaction - INFO - Epoch [54][100/1997] lr: 7.500e-04, eta: 1 day, 3:24:31, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8766, loss_cls: 1.2846, loss: 1.2846, grad_norm: 5.7447 2020-10-02 13:09:30,221 - mmaction - INFO - Epoch [54][120/1997] lr: 7.500e-04, eta: 1 day, 3:24:11, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8781, loss_cls: 1.2428, loss: 1.2428, grad_norm: 5.4732 2020-10-02 13:09:50,170 - mmaction - INFO - Epoch [54][140/1997] lr: 7.500e-04, eta: 1 day, 3:23:49, time: 0.998, data_time: 0.001, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8732, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.6484 2020-10-02 13:10:10,862 - mmaction - INFO - Epoch [54][160/1997] lr: 7.500e-04, eta: 1 day, 3:23:27, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8589, loss_cls: 1.3574, loss: 1.3574, grad_norm: 5.7198 2020-10-02 13:10:31,980 - mmaction - INFO - Epoch [54][180/1997] lr: 7.500e-04, eta: 1 day, 3:23:06, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8737, loss_cls: 1.2996, loss: 1.2996, grad_norm: 5.7209 2020-10-02 13:10:52,937 - mmaction - INFO - Epoch [54][200/1997] lr: 7.500e-04, eta: 1 day, 3:22:45, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8557, loss_cls: 1.3634, loss: 1.3634, grad_norm: 5.7771 2020-10-02 13:11:12,900 - mmaction - INFO - Epoch [54][220/1997] lr: 7.500e-04, eta: 1 day, 3:22:23, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8672, loss_cls: 1.3212, loss: 1.3212, grad_norm: 5.7524 2020-10-02 13:11:34,166 - mmaction - INFO - Epoch [54][240/1997] lr: 7.500e-04, eta: 1 day, 3:22:02, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8802, loss_cls: 1.2546, loss: 1.2546, grad_norm: 5.5868 2020-10-02 13:11:55,463 - mmaction - INFO - Epoch [54][260/1997] lr: 7.500e-04, eta: 1 day, 3:21:42, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8732, loss_cls: 1.2893, loss: 1.2893, grad_norm: 5.6163 2020-10-02 13:12:16,786 - mmaction - INFO - Epoch [54][280/1997] lr: 7.500e-04, eta: 1 day, 3:21:21, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8714, loss_cls: 1.3047, loss: 1.3047, grad_norm: 5.7475 2020-10-02 13:12:38,485 - mmaction - INFO - Epoch [54][300/1997] lr: 7.500e-04, eta: 1 day, 3:21:00, time: 1.086, data_time: 0.003, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8721, loss_cls: 1.2640, loss: 1.2640, grad_norm: 5.5437 2020-10-02 13:12:59,106 - mmaction - INFO - Epoch [54][320/1997] lr: 7.500e-04, eta: 1 day, 3:20:39, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8669, loss_cls: 1.2833, loss: 1.2833, grad_norm: 5.6743 2020-10-02 13:13:19,390 - mmaction - INFO - Epoch [54][340/1997] lr: 7.500e-04, eta: 1 day, 3:20:17, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8695, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.7543 2020-10-02 13:13:40,912 - mmaction - INFO - Epoch [54][360/1997] lr: 7.500e-04, eta: 1 day, 3:19:57, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8661, loss_cls: 1.3485, loss: 1.3485, grad_norm: 5.8103 2020-10-02 13:14:02,017 - mmaction - INFO - Epoch [54][380/1997] lr: 7.500e-04, eta: 1 day, 3:19:36, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.6742, top5_acc: 0.8674, loss_cls: 1.3310, loss: 1.3310, grad_norm: 5.6657 2020-10-02 13:14:22,926 - mmaction - INFO - Epoch [54][400/1997] lr: 7.500e-04, eta: 1 day, 3:19:14, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8599, loss_cls: 1.3237, loss: 1.3237, grad_norm: 5.6716 2020-10-02 13:14:44,944 - mmaction - INFO - Epoch [54][420/1997] lr: 7.500e-04, eta: 1 day, 3:18:54, time: 1.099, data_time: 0.016, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.3305, loss: 1.3305, grad_norm: 5.6814 2020-10-02 13:15:05,755 - mmaction - INFO - Epoch [54][440/1997] lr: 7.500e-04, eta: 1 day, 3:18:33, time: 1.042, data_time: 0.003, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8758, loss_cls: 1.2812, loss: 1.2812, grad_norm: 5.6305 2020-10-02 13:15:26,948 - mmaction - INFO - Epoch [54][460/1997] lr: 7.500e-04, eta: 1 day, 3:18:12, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2846, loss: 1.2846, grad_norm: 5.6786 2020-10-02 13:15:49,021 - mmaction - INFO - Epoch [54][480/1997] lr: 7.500e-04, eta: 1 day, 3:17:52, time: 1.104, data_time: 0.003, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8706, loss_cls: 1.3238, loss: 1.3238, grad_norm: 5.7024 2020-10-02 13:16:09,476 - mmaction - INFO - Epoch [54][500/1997] lr: 7.500e-04, eta: 1 day, 3:17:30, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8661, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.7711 2020-10-02 13:16:29,881 - mmaction - INFO - Epoch [54][520/1997] lr: 7.500e-04, eta: 1 day, 3:17:09, time: 1.021, data_time: 0.003, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.3015, loss: 1.3015, grad_norm: 5.5748 2020-10-02 13:16:51,250 - mmaction - INFO - Epoch [54][540/1997] lr: 7.500e-04, eta: 1 day, 3:16:48, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8599, loss_cls: 1.3546, loss: 1.3546, grad_norm: 5.7287 2020-10-02 13:17:11,421 - mmaction - INFO - Epoch [54][560/1997] lr: 7.500e-04, eta: 1 day, 3:16:26, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8615, loss_cls: 1.3244, loss: 1.3244, grad_norm: 5.7805 2020-10-02 13:17:33,544 - mmaction - INFO - Epoch [54][580/1997] lr: 7.500e-04, eta: 1 day, 3:16:06, time: 1.106, data_time: 0.001, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8682, loss_cls: 1.2869, loss: 1.2869, grad_norm: 5.6201 2020-10-02 13:17:53,450 - mmaction - INFO - Epoch [54][600/1997] lr: 7.500e-04, eta: 1 day, 3:15:44, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8643, loss_cls: 1.3587, loss: 1.3587, grad_norm: 5.6938 2020-10-02 13:18:15,479 - mmaction - INFO - Epoch [54][620/1997] lr: 7.500e-04, eta: 1 day, 3:15:24, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8724, loss_cls: 1.3323, loss: 1.3323, grad_norm: 5.7497 2020-10-02 13:18:36,121 - mmaction - INFO - Epoch [54][640/1997] lr: 7.500e-04, eta: 1 day, 3:15:02, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8708, loss_cls: 1.3182, loss: 1.3182, grad_norm: 5.7174 2020-10-02 13:18:55,901 - mmaction - INFO - Epoch [54][660/1997] lr: 7.500e-04, eta: 1 day, 3:14:40, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8581, loss_cls: 1.3579, loss: 1.3579, grad_norm: 5.8052 2020-10-02 13:19:17,061 - mmaction - INFO - Epoch [54][680/1997] lr: 7.500e-04, eta: 1 day, 3:14:19, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8792, loss_cls: 1.2779, loss: 1.2779, grad_norm: 5.6586 2020-10-02 13:19:38,062 - mmaction - INFO - Epoch [54][700/1997] lr: 7.500e-04, eta: 1 day, 3:13:58, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8719, loss_cls: 1.3180, loss: 1.3180, grad_norm: 5.7036 2020-10-02 13:20:00,674 - mmaction - INFO - Epoch [54][720/1997] lr: 7.500e-04, eta: 1 day, 3:13:38, time: 1.130, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8622, loss_cls: 1.3235, loss: 1.3235, grad_norm: 5.7878 2020-10-02 13:20:20,218 - mmaction - INFO - Epoch [54][740/1997] lr: 7.500e-04, eta: 1 day, 3:13:16, time: 0.978, data_time: 0.003, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8708, loss_cls: 1.2640, loss: 1.2640, grad_norm: 5.5622 2020-10-02 13:20:40,547 - mmaction - INFO - Epoch [54][760/1997] lr: 7.500e-04, eta: 1 day, 3:12:54, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8711, loss_cls: 1.2857, loss: 1.2857, grad_norm: 5.5649 2020-10-02 13:21:01,933 - mmaction - INFO - Epoch [54][780/1997] lr: 7.500e-04, eta: 1 day, 3:12:34, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8531, loss_cls: 1.3653, loss: 1.3653, grad_norm: 5.7538 2020-10-02 13:21:23,965 - mmaction - INFO - Epoch [54][800/1997] lr: 7.500e-04, eta: 1 day, 3:12:14, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8771, loss_cls: 1.2840, loss: 1.2840, grad_norm: 5.6780 2020-10-02 13:21:44,848 - mmaction - INFO - Epoch [54][820/1997] lr: 7.500e-04, eta: 1 day, 3:11:52, time: 1.043, data_time: 0.117, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8615, loss_cls: 1.3276, loss: 1.3276, grad_norm: 5.7200 2020-10-02 13:22:05,122 - mmaction - INFO - Epoch [54][840/1997] lr: 7.500e-04, eta: 1 day, 3:11:31, time: 1.014, data_time: 0.179, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8737, loss_cls: 1.2868, loss: 1.2868, grad_norm: 5.6697 2020-10-02 13:22:26,004 - mmaction - INFO - Epoch [54][860/1997] lr: 7.500e-04, eta: 1 day, 3:11:09, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8685, loss_cls: 1.3142, loss: 1.3142, grad_norm: 5.6707 2020-10-02 13:22:46,560 - mmaction - INFO - Epoch [54][880/1997] lr: 7.500e-04, eta: 1 day, 3:10:48, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8669, loss_cls: 1.3062, loss: 1.3062, grad_norm: 5.6737 2020-10-02 13:23:08,159 - mmaction - INFO - Epoch [54][900/1997] lr: 7.500e-04, eta: 1 day, 3:10:27, time: 1.080, data_time: 0.012, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.3475, loss: 1.3475, grad_norm: 5.8580 2020-10-02 13:23:29,504 - mmaction - INFO - Epoch [54][920/1997] lr: 7.500e-04, eta: 1 day, 3:10:07, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8701, loss_cls: 1.2872, loss: 1.2872, grad_norm: 5.7758 2020-10-02 13:23:49,118 - mmaction - INFO - Epoch [54][940/1997] lr: 7.500e-04, eta: 1 day, 3:09:44, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8693, loss_cls: 1.3193, loss: 1.3193, grad_norm: 5.8372 2020-10-02 13:24:10,232 - mmaction - INFO - Epoch [54][960/1997] lr: 7.500e-04, eta: 1 day, 3:09:23, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8724, loss_cls: 1.2917, loss: 1.2917, grad_norm: 5.6852 2020-10-02 13:24:32,370 - mmaction - INFO - Epoch [54][980/1997] lr: 7.500e-04, eta: 1 day, 3:09:03, time: 1.106, data_time: 0.001, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8773, loss_cls: 1.2582, loss: 1.2582, grad_norm: 5.7443 2020-10-02 13:24:53,554 - mmaction - INFO - Epoch [54][1000/1997] lr: 7.500e-04, eta: 1 day, 3:08:42, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8633, loss_cls: 1.3436, loss: 1.3436, grad_norm: 5.8575 2020-10-02 13:25:13,138 - mmaction - INFO - Epoch [54][1020/1997] lr: 7.500e-04, eta: 1 day, 3:08:20, time: 0.979, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.3023, loss: 1.3023, grad_norm: 5.7569 2020-10-02 13:25:35,234 - mmaction - INFO - Epoch [54][1040/1997] lr: 7.500e-04, eta: 1 day, 3:08:00, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8667, loss_cls: 1.3197, loss: 1.3197, grad_norm: 5.8592 2020-10-02 13:25:56,807 - mmaction - INFO - Epoch [54][1060/1997] lr: 7.500e-04, eta: 1 day, 3:07:39, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.3116, loss: 1.3116, grad_norm: 5.6878 2020-10-02 13:26:16,367 - mmaction - INFO - Epoch [54][1080/1997] lr: 7.500e-04, eta: 1 day, 3:07:17, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8763, loss_cls: 1.3148, loss: 1.3148, grad_norm: 5.7806 2020-10-02 13:26:39,414 - mmaction - INFO - Epoch [54][1100/1997] lr: 7.500e-04, eta: 1 day, 3:06:58, time: 1.153, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8690, loss_cls: 1.3315, loss: 1.3315, grad_norm: 5.7802 2020-10-02 13:26:59,801 - mmaction - INFO - Epoch [54][1120/1997] lr: 7.500e-04, eta: 1 day, 3:06:36, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8651, loss_cls: 1.3209, loss: 1.3209, grad_norm: 5.7678 2020-10-02 13:27:21,371 - mmaction - INFO - Epoch [54][1140/1997] lr: 7.500e-04, eta: 1 day, 3:06:15, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3772, loss: 1.3772, grad_norm: 5.9277 2020-10-02 13:27:43,284 - mmaction - INFO - Epoch [54][1160/1997] lr: 7.500e-04, eta: 1 day, 3:05:55, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8693, loss_cls: 1.3197, loss: 1.3197, grad_norm: 5.7359 2020-10-02 13:28:03,324 - mmaction - INFO - Epoch [54][1180/1997] lr: 7.500e-04, eta: 1 day, 3:05:33, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8638, loss_cls: 1.3353, loss: 1.3353, grad_norm: 5.8028 2020-10-02 13:28:23,463 - mmaction - INFO - Epoch [54][1200/1997] lr: 7.500e-04, eta: 1 day, 3:05:11, time: 1.006, data_time: 0.020, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8635, loss_cls: 1.3147, loss: 1.3147, grad_norm: 5.7648 2020-10-02 13:28:44,690 - mmaction - INFO - Epoch [54][1220/1997] lr: 7.500e-04, eta: 1 day, 3:04:50, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8784, loss_cls: 1.2458, loss: 1.2458, grad_norm: 5.5402 2020-10-02 13:29:04,898 - mmaction - INFO - Epoch [54][1240/1997] lr: 7.500e-04, eta: 1 day, 3:04:29, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8711, loss_cls: 1.3239, loss: 1.3239, grad_norm: 5.7613 2020-10-02 13:29:26,335 - mmaction - INFO - Epoch [54][1260/1997] lr: 7.500e-04, eta: 1 day, 3:04:08, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8651, loss_cls: 1.3143, loss: 1.3143, grad_norm: 5.6914 2020-10-02 13:29:48,241 - mmaction - INFO - Epoch [54][1280/1997] lr: 7.500e-04, eta: 1 day, 3:03:48, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8643, loss_cls: 1.3426, loss: 1.3426, grad_norm: 5.8380 2020-10-02 13:30:08,391 - mmaction - INFO - Epoch [54][1300/1997] lr: 7.500e-04, eta: 1 day, 3:03:26, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8729, loss_cls: 1.2917, loss: 1.2917, grad_norm: 5.7315 2020-10-02 13:30:30,049 - mmaction - INFO - Epoch [54][1320/1997] lr: 7.500e-04, eta: 1 day, 3:03:05, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3257, loss: 1.3257, grad_norm: 5.6848 2020-10-02 13:30:50,709 - mmaction - INFO - Epoch [54][1340/1997] lr: 7.500e-04, eta: 1 day, 3:02:44, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2694, loss: 1.2694, grad_norm: 5.8229 2020-10-02 13:31:12,267 - mmaction - INFO - Epoch [54][1360/1997] lr: 7.500e-04, eta: 1 day, 3:02:23, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8674, loss_cls: 1.3459, loss: 1.3459, grad_norm: 5.7096 2020-10-02 13:31:33,734 - mmaction - INFO - Epoch [54][1380/1997] lr: 7.500e-04, eta: 1 day, 3:02:03, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8724, loss_cls: 1.3110, loss: 1.3110, grad_norm: 5.8404 2020-10-02 13:31:53,795 - mmaction - INFO - Epoch [54][1400/1997] lr: 7.500e-04, eta: 1 day, 3:01:41, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8698, loss_cls: 1.2973, loss: 1.2973, grad_norm: 5.7317 2020-10-02 13:32:14,549 - mmaction - INFO - Epoch [54][1420/1997] lr: 7.500e-04, eta: 1 day, 3:01:19, time: 1.038, data_time: 0.003, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8732, loss_cls: 1.2925, loss: 1.2925, grad_norm: 5.7114 2020-10-02 13:32:34,534 - mmaction - INFO - Epoch [54][1440/1997] lr: 7.500e-04, eta: 1 day, 3:00:57, time: 1.000, data_time: 0.003, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8745, loss_cls: 1.2197, loss: 1.2197, grad_norm: 5.4853 2020-10-02 13:32:56,551 - mmaction - INFO - Epoch [54][1460/1997] lr: 7.500e-04, eta: 1 day, 3:00:37, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8617, loss_cls: 1.3531, loss: 1.3531, grad_norm: 5.8475 2020-10-02 13:33:17,689 - mmaction - INFO - Epoch [54][1480/1997] lr: 7.500e-04, eta: 1 day, 3:00:16, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8622, loss_cls: 1.3366, loss: 1.3366, grad_norm: 5.6187 2020-10-02 13:33:37,756 - mmaction - INFO - Epoch [54][1500/1997] lr: 7.500e-04, eta: 1 day, 2:59:54, time: 1.004, data_time: 0.003, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8742, loss_cls: 1.2760, loss: 1.2760, grad_norm: 5.6261 2020-10-02 13:33:57,630 - mmaction - INFO - Epoch [54][1520/1997] lr: 7.500e-04, eta: 1 day, 2:59:32, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8620, loss_cls: 1.3253, loss: 1.3253, grad_norm: 5.8184 2020-10-02 13:34:19,616 - mmaction - INFO - Epoch [54][1540/1997] lr: 7.500e-04, eta: 1 day, 2:59:12, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8693, loss_cls: 1.3169, loss: 1.3169, grad_norm: 5.7730 2020-10-02 13:34:39,466 - mmaction - INFO - Epoch [54][1560/1997] lr: 7.500e-04, eta: 1 day, 2:58:50, time: 0.992, data_time: 0.001, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8688, loss_cls: 1.3156, loss: 1.3156, grad_norm: 5.6934 2020-10-02 13:35:00,198 - mmaction - INFO - Epoch [54][1580/1997] lr: 7.500e-04, eta: 1 day, 2:58:29, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8669, loss_cls: 1.3142, loss: 1.3142, grad_norm: 5.7848 2020-10-02 13:35:21,625 - mmaction - INFO - Epoch [54][1600/1997] lr: 7.500e-04, eta: 1 day, 2:58:08, time: 1.072, data_time: 0.003, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8724, loss_cls: 1.2832, loss: 1.2832, grad_norm: 5.7623 2020-10-02 13:35:42,276 - mmaction - INFO - Epoch [54][1620/1997] lr: 7.500e-04, eta: 1 day, 2:57:47, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8604, loss_cls: 1.3727, loss: 1.3727, grad_norm: 5.8793 2020-10-02 13:36:03,922 - mmaction - INFO - Epoch [54][1640/1997] lr: 7.500e-04, eta: 1 day, 2:57:26, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8677, loss_cls: 1.2831, loss: 1.2831, grad_norm: 5.6884 2020-10-02 13:36:24,786 - mmaction - INFO - Epoch [54][1660/1997] lr: 7.500e-04, eta: 1 day, 2:57:05, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8628, loss_cls: 1.3618, loss: 1.3618, grad_norm: 5.8776 2020-10-02 13:36:45,335 - mmaction - INFO - Epoch [54][1680/1997] lr: 7.500e-04, eta: 1 day, 2:56:43, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8729, loss_cls: 1.2943, loss: 1.2943, grad_norm: 5.7279 2020-10-02 13:37:06,639 - mmaction - INFO - Epoch [54][1700/1997] lr: 7.500e-04, eta: 1 day, 2:56:23, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8594, loss_cls: 1.3421, loss: 1.3421, grad_norm: 5.8138 2020-10-02 13:37:28,507 - mmaction - INFO - Epoch [54][1720/1997] lr: 7.500e-04, eta: 1 day, 2:56:02, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8680, loss_cls: 1.3232, loss: 1.3232, grad_norm: 5.7086 2020-10-02 13:37:47,915 - mmaction - INFO - Epoch [54][1740/1997] lr: 7.500e-04, eta: 1 day, 2:55:40, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8781, loss_cls: 1.2973, loss: 1.2973, grad_norm: 5.7392 2020-10-02 13:38:09,415 - mmaction - INFO - Epoch [54][1760/1997] lr: 7.500e-04, eta: 1 day, 2:55:19, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8576, loss_cls: 1.3427, loss: 1.3427, grad_norm: 5.6998 2020-10-02 13:38:30,706 - mmaction - INFO - Epoch [54][1780/1997] lr: 7.500e-04, eta: 1 day, 2:54:58, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6732, top5_acc: 0.8586, loss_cls: 1.3563, loss: 1.3563, grad_norm: 5.8077 2020-10-02 13:38:51,211 - mmaction - INFO - Epoch [54][1800/1997] lr: 7.500e-04, eta: 1 day, 2:54:37, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8729, loss_cls: 1.3096, loss: 1.3096, grad_norm: 5.7401 2020-10-02 13:39:13,853 - mmaction - INFO - Epoch [54][1820/1997] lr: 7.500e-04, eta: 1 day, 2:54:17, time: 1.133, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8677, loss_cls: 1.3302, loss: 1.3302, grad_norm: 5.7560 2020-10-02 13:39:33,324 - mmaction - INFO - Epoch [54][1840/1997] lr: 7.500e-04, eta: 1 day, 2:53:55, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8685, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.6858 2020-10-02 13:39:54,659 - mmaction - INFO - Epoch [54][1860/1997] lr: 7.500e-04, eta: 1 day, 2:53:34, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.6682, top5_acc: 0.8745, loss_cls: 1.3369, loss: 1.3369, grad_norm: 5.9195 2020-10-02 13:40:15,639 - mmaction - INFO - Epoch [54][1880/1997] lr: 7.500e-04, eta: 1 day, 2:53:13, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8701, loss_cls: 1.2946, loss: 1.2946, grad_norm: 5.6547 2020-10-02 13:40:35,840 - mmaction - INFO - Epoch [54][1900/1997] lr: 7.500e-04, eta: 1 day, 2:52:51, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8776, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.7009 2020-10-02 13:40:57,433 - mmaction - INFO - Epoch [54][1920/1997] lr: 7.500e-04, eta: 1 day, 2:52:30, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8682, loss_cls: 1.2951, loss: 1.2951, grad_norm: 5.7673 2020-10-02 13:41:18,455 - mmaction - INFO - Epoch [54][1940/1997] lr: 7.500e-04, eta: 1 day, 2:52:09, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3534, loss: 1.3534, grad_norm: 5.7921 2020-10-02 13:41:39,798 - mmaction - INFO - Epoch [54][1960/1997] lr: 7.500e-04, eta: 1 day, 2:51:49, time: 1.068, data_time: 0.014, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8781, loss_cls: 1.3067, loss: 1.3067, grad_norm: 5.7080 2020-10-02 13:41:59,518 - mmaction - INFO - Epoch [54][1980/1997] lr: 7.500e-04, eta: 1 day, 2:51:26, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8701, loss_cls: 1.2998, loss: 1.2998, grad_norm: 5.8228 2020-10-02 13:42:17,378 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-10-02 13:43:04,293 - mmaction - INFO - Epoch [55][20/1997] lr: 7.500e-04, eta: 1 day, 2:50:53, time: 2.295, data_time: 1.465, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8729, loss_cls: 1.2694, loss: 1.2694, grad_norm: 5.6530 2020-10-02 13:43:25,815 - mmaction - INFO - Epoch [55][40/1997] lr: 7.500e-04, eta: 1 day, 2:50:33, time: 1.076, data_time: 0.008, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8680, loss_cls: 1.3082, loss: 1.3082, grad_norm: 5.7828 2020-10-02 13:43:45,545 - mmaction - INFO - Epoch [55][60/1997] lr: 7.500e-04, eta: 1 day, 2:50:11, time: 0.987, data_time: 0.018, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8771, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.6235 2020-10-02 13:44:06,250 - mmaction - INFO - Epoch [55][80/1997] lr: 7.500e-04, eta: 1 day, 2:49:49, time: 1.036, data_time: 0.093, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8682, loss_cls: 1.2978, loss: 1.2978, grad_norm: 5.8491 2020-10-02 13:44:27,577 - mmaction - INFO - Epoch [55][100/1997] lr: 7.500e-04, eta: 1 day, 2:49:28, time: 1.066, data_time: 0.012, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8729, loss_cls: 1.3038, loss: 1.3038, grad_norm: 5.7442 2020-10-02 13:44:48,075 - mmaction - INFO - Epoch [55][120/1997] lr: 7.500e-04, eta: 1 day, 2:49:07, time: 1.025, data_time: 0.134, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8682, loss_cls: 1.2906, loss: 1.2906, grad_norm: 5.6518 2020-10-02 13:45:09,897 - mmaction - INFO - Epoch [55][140/1997] lr: 7.500e-04, eta: 1 day, 2:48:46, time: 1.091, data_time: 0.013, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3428, loss: 1.3428, grad_norm: 5.8094 2020-10-02 13:45:30,342 - mmaction - INFO - Epoch [55][160/1997] lr: 7.500e-04, eta: 1 day, 2:48:25, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8719, loss_cls: 1.3047, loss: 1.3047, grad_norm: 5.6426 2020-10-02 13:45:50,952 - mmaction - INFO - Epoch [55][180/1997] lr: 7.500e-04, eta: 1 day, 2:48:03, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8602, loss_cls: 1.3255, loss: 1.3255, grad_norm: 5.7026 2020-10-02 13:46:11,913 - mmaction - INFO - Epoch [55][200/1997] lr: 7.500e-04, eta: 1 day, 2:47:42, time: 1.048, data_time: 0.041, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8719, loss_cls: 1.2664, loss: 1.2664, grad_norm: 5.6796 2020-10-02 13:46:33,319 - mmaction - INFO - Epoch [55][220/1997] lr: 7.500e-04, eta: 1 day, 2:47:22, time: 1.070, data_time: 0.010, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8732, loss_cls: 1.2741, loss: 1.2741, grad_norm: 5.7033 2020-10-02 13:46:53,919 - mmaction - INFO - Epoch [55][240/1997] lr: 7.500e-04, eta: 1 day, 2:47:00, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8747, loss_cls: 1.3052, loss: 1.3052, grad_norm: 5.8464 2020-10-02 13:47:15,104 - mmaction - INFO - Epoch [55][260/1997] lr: 7.500e-04, eta: 1 day, 2:46:39, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3272, loss: 1.3272, grad_norm: 5.7685 2020-10-02 13:47:35,432 - mmaction - INFO - Epoch [55][280/1997] lr: 7.500e-04, eta: 1 day, 2:46:18, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8797, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.6631 2020-10-02 13:47:56,795 - mmaction - INFO - Epoch [55][300/1997] lr: 7.500e-04, eta: 1 day, 2:45:57, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2987, loss: 1.2987, grad_norm: 5.7478 2020-10-02 13:48:18,545 - mmaction - INFO - Epoch [55][320/1997] lr: 7.500e-04, eta: 1 day, 2:45:36, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8721, loss_cls: 1.2778, loss: 1.2778, grad_norm: 5.6538 2020-10-02 13:48:39,387 - mmaction - INFO - Epoch [55][340/1997] lr: 7.500e-04, eta: 1 day, 2:45:15, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8682, loss_cls: 1.3321, loss: 1.3321, grad_norm: 5.8391 2020-10-02 13:49:00,944 - mmaction - INFO - Epoch [55][360/1997] lr: 7.500e-04, eta: 1 day, 2:44:55, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8706, loss_cls: 1.2830, loss: 1.2830, grad_norm: 5.7222 2020-10-02 13:49:22,560 - mmaction - INFO - Epoch [55][380/1997] lr: 7.500e-04, eta: 1 day, 2:44:34, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2651, loss: 1.2651, grad_norm: 5.6037 2020-10-02 13:49:43,107 - mmaction - INFO - Epoch [55][400/1997] lr: 7.500e-04, eta: 1 day, 2:44:13, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8768, loss_cls: 1.2887, loss: 1.2887, grad_norm: 5.7256 2020-10-02 13:50:04,474 - mmaction - INFO - Epoch [55][420/1997] lr: 7.500e-04, eta: 1 day, 2:43:52, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8654, loss_cls: 1.3267, loss: 1.3267, grad_norm: 5.8325 2020-10-02 13:50:24,883 - mmaction - INFO - Epoch [55][440/1997] lr: 7.500e-04, eta: 1 day, 2:43:30, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8768, loss_cls: 1.2560, loss: 1.2560, grad_norm: 5.6113 2020-10-02 13:50:45,663 - mmaction - INFO - Epoch [55][460/1997] lr: 7.500e-04, eta: 1 day, 2:43:09, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6727, top5_acc: 0.8591, loss_cls: 1.3658, loss: 1.3658, grad_norm: 5.8393 2020-10-02 13:51:06,583 - mmaction - INFO - Epoch [55][480/1997] lr: 7.500e-04, eta: 1 day, 2:42:48, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2994, loss: 1.2994, grad_norm: 5.7853 2020-10-02 13:51:27,625 - mmaction - INFO - Epoch [55][500/1997] lr: 7.500e-04, eta: 1 day, 2:42:27, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8643, loss_cls: 1.3256, loss: 1.3256, grad_norm: 5.8285 2020-10-02 13:51:49,344 - mmaction - INFO - Epoch [55][520/1997] lr: 7.500e-04, eta: 1 day, 2:42:06, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2530, loss: 1.2530, grad_norm: 5.5731 2020-10-02 13:52:10,776 - mmaction - INFO - Epoch [55][540/1997] lr: 7.500e-04, eta: 1 day, 2:41:45, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.6689 2020-10-02 13:52:31,324 - mmaction - INFO - Epoch [55][560/1997] lr: 7.500e-04, eta: 1 day, 2:41:24, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8708, loss_cls: 1.2765, loss: 1.2765, grad_norm: 5.6658 2020-10-02 13:52:52,961 - mmaction - INFO - Epoch [55][580/1997] lr: 7.500e-04, eta: 1 day, 2:41:03, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8693, loss_cls: 1.3101, loss: 1.3101, grad_norm: 5.8348 2020-10-02 13:53:13,139 - mmaction - INFO - Epoch [55][600/1997] lr: 7.500e-04, eta: 1 day, 2:40:42, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8789, loss_cls: 1.2466, loss: 1.2466, grad_norm: 5.5850 2020-10-02 13:53:33,754 - mmaction - INFO - Epoch [55][620/1997] lr: 7.500e-04, eta: 1 day, 2:40:20, time: 1.031, data_time: 0.003, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8784, loss_cls: 1.2829, loss: 1.2829, grad_norm: 5.8175 2020-10-02 13:53:54,700 - mmaction - INFO - Epoch [55][640/1997] lr: 7.500e-04, eta: 1 day, 2:39:59, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8721, loss_cls: 1.2893, loss: 1.2893, grad_norm: 5.6962 2020-10-02 13:54:16,545 - mmaction - INFO - Epoch [55][660/1997] lr: 7.500e-04, eta: 1 day, 2:39:39, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8760, loss_cls: 1.2750, loss: 1.2750, grad_norm: 5.7243 2020-10-02 13:54:38,146 - mmaction - INFO - Epoch [55][680/1997] lr: 7.500e-04, eta: 1 day, 2:39:18, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8812, loss_cls: 1.2446, loss: 1.2446, grad_norm: 5.6621 2020-10-02 13:54:56,947 - mmaction - INFO - Epoch [55][700/1997] lr: 7.500e-04, eta: 1 day, 2:38:55, time: 0.940, data_time: 0.001, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8638, loss_cls: 1.3342, loss: 1.3342, grad_norm: 5.7861 2020-10-02 13:55:18,068 - mmaction - INFO - Epoch [55][720/1997] lr: 7.500e-04, eta: 1 day, 2:38:34, time: 1.056, data_time: 0.093, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8685, loss_cls: 1.3025, loss: 1.3025, grad_norm: 5.7264 2020-10-02 13:55:38,979 - mmaction - INFO - Epoch [55][740/1997] lr: 7.500e-04, eta: 1 day, 2:38:13, time: 1.046, data_time: 0.083, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8711, loss_cls: 1.2969, loss: 1.2969, grad_norm: 5.5970 2020-10-02 13:55:59,801 - mmaction - INFO - Epoch [55][760/1997] lr: 7.500e-04, eta: 1 day, 2:37:52, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8651, loss_cls: 1.3175, loss: 1.3175, grad_norm: 5.6639 2020-10-02 13:56:22,195 - mmaction - INFO - Epoch [55][780/1997] lr: 7.500e-04, eta: 1 day, 2:37:32, time: 1.119, data_time: 0.001, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8776, loss_cls: 1.2881, loss: 1.2881, grad_norm: 5.6663 2020-10-02 13:56:42,084 - mmaction - INFO - Epoch [55][800/1997] lr: 7.500e-04, eta: 1 day, 2:37:10, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8794, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.7184 2020-10-02 13:57:02,841 - mmaction - INFO - Epoch [55][820/1997] lr: 7.500e-04, eta: 1 day, 2:36:49, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8794, loss_cls: 1.2536, loss: 1.2536, grad_norm: 5.7000 2020-10-02 13:57:25,771 - mmaction - INFO - Epoch [55][840/1997] lr: 7.500e-04, eta: 1 day, 2:36:29, time: 1.147, data_time: 0.002, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8698, loss_cls: 1.2774, loss: 1.2774, grad_norm: 5.6268 2020-10-02 13:57:46,169 - mmaction - INFO - Epoch [55][860/1997] lr: 7.500e-04, eta: 1 day, 2:36:08, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8724, loss_cls: 1.3031, loss: 1.3031, grad_norm: 5.6908 2020-10-02 13:58:08,067 - mmaction - INFO - Epoch [55][880/1997] lr: 7.500e-04, eta: 1 day, 2:35:47, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8721, loss_cls: 1.2984, loss: 1.2984, grad_norm: 5.7239 2020-10-02 13:58:28,350 - mmaction - INFO - Epoch [55][900/1997] lr: 7.500e-04, eta: 1 day, 2:35:26, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8648, loss_cls: 1.3202, loss: 1.3202, grad_norm: 5.7612 2020-10-02 13:58:49,709 - mmaction - INFO - Epoch [55][920/1997] lr: 7.500e-04, eta: 1 day, 2:35:05, time: 1.068, data_time: 0.039, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8747, loss_cls: 1.2813, loss: 1.2813, grad_norm: 5.6873 2020-10-02 13:59:10,487 - mmaction - INFO - Epoch [55][940/1997] lr: 7.500e-04, eta: 1 day, 2:34:43, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8768, loss_cls: 1.2263, loss: 1.2263, grad_norm: 5.6354 2020-10-02 13:59:31,676 - mmaction - INFO - Epoch [55][960/1997] lr: 7.500e-04, eta: 1 day, 2:34:23, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8625, loss_cls: 1.3474, loss: 1.3474, grad_norm: 5.8158 2020-10-02 13:59:52,715 - mmaction - INFO - Epoch [55][980/1997] lr: 7.500e-04, eta: 1 day, 2:34:01, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8766, loss_cls: 1.2721, loss: 1.2721, grad_norm: 5.6999 2020-10-02 14:00:14,295 - mmaction - INFO - Epoch [55][1000/1997] lr: 7.500e-04, eta: 1 day, 2:33:41, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8779, loss_cls: 1.2795, loss: 1.2795, grad_norm: 5.7526 2020-10-02 14:00:35,988 - mmaction - INFO - Epoch [55][1020/1997] lr: 7.500e-04, eta: 1 day, 2:33:20, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8721, loss_cls: 1.2820, loss: 1.2820, grad_norm: 5.6817 2020-10-02 14:00:56,750 - mmaction - INFO - Epoch [55][1040/1997] lr: 7.500e-04, eta: 1 day, 2:32:59, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8685, loss_cls: 1.3349, loss: 1.3349, grad_norm: 5.8718 2020-10-02 14:01:19,073 - mmaction - INFO - Epoch [55][1060/1997] lr: 7.500e-04, eta: 1 day, 2:32:39, time: 1.117, data_time: 0.003, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8794, loss_cls: 1.2651, loss: 1.2651, grad_norm: 5.7396 2020-10-02 14:01:39,076 - mmaction - INFO - Epoch [55][1080/1997] lr: 7.500e-04, eta: 1 day, 2:32:17, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8708, loss_cls: 1.3030, loss: 1.3030, grad_norm: 5.8494 2020-10-02 14:01:59,925 - mmaction - INFO - Epoch [55][1100/1997] lr: 7.500e-04, eta: 1 day, 2:31:56, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8654, loss_cls: 1.3036, loss: 1.3036, grad_norm: 5.7126 2020-10-02 14:02:22,222 - mmaction - INFO - Epoch [55][1120/1997] lr: 7.500e-04, eta: 1 day, 2:31:36, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8708, loss_cls: 1.2755, loss: 1.2755, grad_norm: 5.8237 2020-10-02 14:02:42,458 - mmaction - INFO - Epoch [55][1140/1997] lr: 7.500e-04, eta: 1 day, 2:31:14, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8734, loss_cls: 1.2840, loss: 1.2840, grad_norm: 5.8271 2020-10-02 14:03:02,972 - mmaction - INFO - Epoch [55][1160/1997] lr: 7.500e-04, eta: 1 day, 2:30:53, time: 1.027, data_time: 0.003, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8701, loss_cls: 1.3169, loss: 1.3169, grad_norm: 5.7743 2020-10-02 14:03:25,170 - mmaction - INFO - Epoch [55][1180/1997] lr: 7.500e-04, eta: 1 day, 2:30:33, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8714, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.6927 2020-10-02 14:03:44,611 - mmaction - INFO - Epoch [55][1200/1997] lr: 7.500e-04, eta: 1 day, 2:30:10, time: 0.972, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8654, loss_cls: 1.2944, loss: 1.2944, grad_norm: 5.7381 2020-10-02 14:04:05,271 - mmaction - INFO - Epoch [55][1220/1997] lr: 7.500e-04, eta: 1 day, 2:29:49, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8625, loss_cls: 1.3132, loss: 1.3132, grad_norm: 5.7136 2020-10-02 14:04:26,631 - mmaction - INFO - Epoch [55][1240/1997] lr: 7.500e-04, eta: 1 day, 2:29:28, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.6669, top5_acc: 0.8648, loss_cls: 1.3442, loss: 1.3442, grad_norm: 5.8676 2020-10-02 14:04:47,656 - mmaction - INFO - Epoch [55][1260/1997] lr: 7.500e-04, eta: 1 day, 2:29:07, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8682, loss_cls: 1.3028, loss: 1.3028, grad_norm: 5.7514 2020-10-02 14:05:08,328 - mmaction - INFO - Epoch [55][1280/1997] lr: 7.500e-04, eta: 1 day, 2:28:46, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.6773, top5_acc: 0.8654, loss_cls: 1.3321, loss: 1.3321, grad_norm: 5.8307 2020-10-02 14:05:30,420 - mmaction - INFO - Epoch [55][1300/1997] lr: 7.500e-04, eta: 1 day, 2:28:25, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.6703, top5_acc: 0.8643, loss_cls: 1.3525, loss: 1.3525, grad_norm: 5.7859 2020-10-02 14:05:50,745 - mmaction - INFO - Epoch [55][1320/1997] lr: 7.500e-04, eta: 1 day, 2:28:04, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8643, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.8019 2020-10-02 14:06:10,602 - mmaction - INFO - Epoch [55][1340/1997] lr: 7.500e-04, eta: 1 day, 2:27:42, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8669, loss_cls: 1.3057, loss: 1.3057, grad_norm: 5.6956 2020-10-02 14:06:32,246 - mmaction - INFO - Epoch [55][1360/1997] lr: 7.500e-04, eta: 1 day, 2:27:21, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8617, loss_cls: 1.3198, loss: 1.3198, grad_norm: 5.7611 2020-10-02 14:06:52,987 - mmaction - INFO - Epoch [55][1380/1997] lr: 7.500e-04, eta: 1 day, 2:27:00, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8693, loss_cls: 1.2893, loss: 1.2893, grad_norm: 5.7196 2020-10-02 14:07:13,822 - mmaction - INFO - Epoch [55][1400/1997] lr: 7.500e-04, eta: 1 day, 2:26:39, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8714, loss_cls: 1.2800, loss: 1.2800, grad_norm: 5.6993 2020-10-02 14:07:34,886 - mmaction - INFO - Epoch [55][1420/1997] lr: 7.500e-04, eta: 1 day, 2:26:18, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8758, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.6733 2020-10-02 14:07:55,701 - mmaction - INFO - Epoch [55][1440/1997] lr: 7.500e-04, eta: 1 day, 2:25:56, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8714, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.6820 2020-10-02 14:08:16,200 - mmaction - INFO - Epoch [55][1460/1997] lr: 7.500e-04, eta: 1 day, 2:25:35, time: 1.026, data_time: 0.003, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8654, loss_cls: 1.3098, loss: 1.3098, grad_norm: 5.8744 2020-10-02 14:08:38,151 - mmaction - INFO - Epoch [55][1480/1997] lr: 7.500e-04, eta: 1 day, 2:25:15, time: 1.097, data_time: 0.001, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8690, loss_cls: 1.2926, loss: 1.2926, grad_norm: 5.7362 2020-10-02 14:08:59,135 - mmaction - INFO - Epoch [55][1500/1997] lr: 7.500e-04, eta: 1 day, 2:24:54, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8734, loss_cls: 1.2820, loss: 1.2820, grad_norm: 5.6574 2020-10-02 14:09:19,162 - mmaction - INFO - Epoch [55][1520/1997] lr: 7.500e-04, eta: 1 day, 2:24:32, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8768, loss_cls: 1.2623, loss: 1.2623, grad_norm: 5.7264 2020-10-02 14:09:40,578 - mmaction - INFO - Epoch [55][1540/1997] lr: 7.500e-04, eta: 1 day, 2:24:11, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8820, loss_cls: 1.2449, loss: 1.2449, grad_norm: 5.5737 2020-10-02 14:10:01,445 - mmaction - INFO - Epoch [55][1560/1997] lr: 7.500e-04, eta: 1 day, 2:23:50, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.3131, loss: 1.3131, grad_norm: 5.7654 2020-10-02 14:10:23,853 - mmaction - INFO - Epoch [55][1580/1997] lr: 7.500e-04, eta: 1 day, 2:23:30, time: 1.120, data_time: 0.150, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8604, loss_cls: 1.3502, loss: 1.3502, grad_norm: 5.8061 2020-10-02 14:10:44,640 - mmaction - INFO - Epoch [55][1600/1997] lr: 7.500e-04, eta: 1 day, 2:23:09, time: 1.040, data_time: 0.003, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8747, loss_cls: 1.2964, loss: 1.2964, grad_norm: 5.7506 2020-10-02 14:11:06,272 - mmaction - INFO - Epoch [55][1620/1997] lr: 7.500e-04, eta: 1 day, 2:22:48, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8690, loss_cls: 1.2983, loss: 1.2983, grad_norm: 5.8050 2020-10-02 14:11:26,423 - mmaction - INFO - Epoch [55][1640/1997] lr: 7.500e-04, eta: 1 day, 2:22:26, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8740, loss_cls: 1.2778, loss: 1.2778, grad_norm: 5.7648 2020-10-02 14:11:48,744 - mmaction - INFO - Epoch [55][1660/1997] lr: 7.500e-04, eta: 1 day, 2:22:06, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8747, loss_cls: 1.2914, loss: 1.2914, grad_norm: 5.7324 2020-10-02 14:12:10,099 - mmaction - INFO - Epoch [55][1680/1997] lr: 7.500e-04, eta: 1 day, 2:21:45, time: 1.068, data_time: 0.003, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8732, loss_cls: 1.2948, loss: 1.2948, grad_norm: 5.7553 2020-10-02 14:12:28,975 - mmaction - INFO - Epoch [55][1700/1997] lr: 7.500e-04, eta: 1 day, 2:21:23, time: 0.944, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8706, loss_cls: 1.2986, loss: 1.2986, grad_norm: 5.7399 2020-10-02 14:12:50,309 - mmaction - INFO - Epoch [55][1720/1997] lr: 7.500e-04, eta: 1 day, 2:21:02, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8737, loss_cls: 1.2960, loss: 1.2960, grad_norm: 5.8179 2020-10-02 14:13:11,490 - mmaction - INFO - Epoch [55][1740/1997] lr: 7.500e-04, eta: 1 day, 2:20:41, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8732, loss_cls: 1.2875, loss: 1.2875, grad_norm: 5.7197 2020-10-02 14:13:31,933 - mmaction - INFO - Epoch [55][1760/1997] lr: 7.500e-04, eta: 1 day, 2:20:19, time: 1.022, data_time: 0.001, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8622, loss_cls: 1.3245, loss: 1.3245, grad_norm: 5.8539 2020-10-02 14:13:53,308 - mmaction - INFO - Epoch [55][1780/1997] lr: 7.500e-04, eta: 1 day, 2:19:58, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3444, loss: 1.3444, grad_norm: 5.8812 2020-10-02 14:14:14,266 - mmaction - INFO - Epoch [55][1800/1997] lr: 7.500e-04, eta: 1 day, 2:19:37, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8690, loss_cls: 1.3134, loss: 1.3134, grad_norm: 5.8125 2020-10-02 14:14:34,307 - mmaction - INFO - Epoch [55][1820/1997] lr: 7.500e-04, eta: 1 day, 2:19:15, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.6737, top5_acc: 0.8698, loss_cls: 1.3231, loss: 1.3231, grad_norm: 5.7598 2020-10-02 14:14:56,244 - mmaction - INFO - Epoch [55][1840/1997] lr: 7.500e-04, eta: 1 day, 2:18:55, time: 1.097, data_time: 0.001, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8711, loss_cls: 1.3064, loss: 1.3064, grad_norm: 5.9255 2020-10-02 14:15:16,897 - mmaction - INFO - Epoch [55][1860/1997] lr: 7.500e-04, eta: 1 day, 2:18:34, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2970, loss: 1.2970, grad_norm: 5.9015 2020-10-02 14:15:37,150 - mmaction - INFO - Epoch [55][1880/1997] lr: 7.500e-04, eta: 1 day, 2:18:12, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8724, loss_cls: 1.2692, loss: 1.2692, grad_norm: 5.7534 2020-10-02 14:15:58,903 - mmaction - INFO - Epoch [55][1900/1997] lr: 7.500e-04, eta: 1 day, 2:17:52, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8695, loss_cls: 1.3026, loss: 1.3026, grad_norm: 5.7677 2020-10-02 14:16:20,986 - mmaction - INFO - Epoch [55][1920/1997] lr: 7.500e-04, eta: 1 day, 2:17:31, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8617, loss_cls: 1.3485, loss: 1.3485, grad_norm: 5.9771 2020-10-02 14:16:39,936 - mmaction - INFO - Epoch [55][1940/1997] lr: 7.500e-04, eta: 1 day, 2:17:09, time: 0.948, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8766, loss_cls: 1.2934, loss: 1.2934, grad_norm: 5.7676 2020-10-02 14:17:00,944 - mmaction - INFO - Epoch [55][1960/1997] lr: 7.500e-04, eta: 1 day, 2:16:48, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8674, loss_cls: 1.3136, loss: 1.3136, grad_norm: 5.7340 2020-10-02 14:17:22,192 - mmaction - INFO - Epoch [55][1980/1997] lr: 7.500e-04, eta: 1 day, 2:16:27, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8690, loss_cls: 1.3243, loss: 1.3243, grad_norm: 5.7290 2020-10-02 14:17:42,388 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-10-02 14:20:36,037 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 14:20:37,589 - mmaction - INFO - top1_acc 0.7247 top5_acc 0.9097 2020-10-02 14:20:37,589 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 14:20:37,688 - mmaction - INFO - mean_acc 0.7237 2020-10-02 14:20:37,689 - mmaction - INFO - Now best checkpoint is epoch_55.pth 2020-10-02 14:20:37,708 - mmaction - INFO - Epoch(val) [55][1997] top1_acc: 0.7247, top5_acc: 0.9097, mean_class_accuracy: 0.7237 2020-10-02 14:21:19,020 - mmaction - INFO - Epoch [56][20/1997] lr: 7.500e-04, eta: 1 day, 2:15:50, time: 2.064, data_time: 0.916, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8792, loss_cls: 1.2350, loss: 1.2350, grad_norm: 5.6312 2020-10-02 14:21:39,031 - mmaction - INFO - Epoch [56][40/1997] lr: 7.500e-04, eta: 1 day, 2:15:28, time: 1.000, data_time: 0.001, memory: 8350, top1_acc: 0.6688, top5_acc: 0.8604, loss_cls: 1.3645, loss: 1.3645, grad_norm: 5.9786 2020-10-02 14:21:59,725 - mmaction - INFO - Epoch [56][60/1997] lr: 7.500e-04, eta: 1 day, 2:15:06, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.3124, loss: 1.3124, grad_norm: 5.7926 2020-10-02 14:22:21,560 - mmaction - INFO - Epoch [56][80/1997] lr: 7.500e-04, eta: 1 day, 2:14:46, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8685, loss_cls: 1.3033, loss: 1.3033, grad_norm: 5.7819 2020-10-02 14:22:42,173 - mmaction - INFO - Epoch [56][100/1997] lr: 7.500e-04, eta: 1 day, 2:14:25, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6786, top5_acc: 0.8685, loss_cls: 1.3264, loss: 1.3264, grad_norm: 5.8342 2020-10-02 14:23:03,171 - mmaction - INFO - Epoch [56][120/1997] lr: 7.500e-04, eta: 1 day, 2:14:04, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8667, loss_cls: 1.2894, loss: 1.2894, grad_norm: 5.7480 2020-10-02 14:23:23,859 - mmaction - INFO - Epoch [56][140/1997] lr: 7.500e-04, eta: 1 day, 2:13:42, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8755, loss_cls: 1.2745, loss: 1.2745, grad_norm: 5.7510 2020-10-02 14:23:44,836 - mmaction - INFO - Epoch [56][160/1997] lr: 7.500e-04, eta: 1 day, 2:13:21, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8693, loss_cls: 1.2790, loss: 1.2790, grad_norm: 5.7073 2020-10-02 14:24:06,067 - mmaction - INFO - Epoch [56][180/1997] lr: 7.500e-04, eta: 1 day, 2:13:00, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8794, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.8301 2020-10-02 14:24:26,485 - mmaction - INFO - Epoch [56][200/1997] lr: 7.500e-04, eta: 1 day, 2:12:39, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8729, loss_cls: 1.2811, loss: 1.2811, grad_norm: 5.8494 2020-10-02 14:24:48,354 - mmaction - INFO - Epoch [56][220/1997] lr: 7.500e-04, eta: 1 day, 2:12:18, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8680, loss_cls: 1.2899, loss: 1.2899, grad_norm: 5.8085 2020-10-02 14:25:08,494 - mmaction - INFO - Epoch [56][240/1997] lr: 7.500e-04, eta: 1 day, 2:11:56, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8799, loss_cls: 1.2742, loss: 1.2742, grad_norm: 5.7022 2020-10-02 14:25:29,375 - mmaction - INFO - Epoch [56][260/1997] lr: 7.500e-04, eta: 1 day, 2:11:35, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8719, loss_cls: 1.2866, loss: 1.2866, grad_norm: 5.7364 2020-10-02 14:25:50,529 - mmaction - INFO - Epoch [56][280/1997] lr: 7.500e-04, eta: 1 day, 2:11:14, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8664, loss_cls: 1.3148, loss: 1.3148, grad_norm: 5.7957 2020-10-02 14:26:11,281 - mmaction - INFO - Epoch [56][300/1997] lr: 7.500e-04, eta: 1 day, 2:10:53, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2837, loss: 1.2837, grad_norm: 5.6679 2020-10-02 14:26:33,049 - mmaction - INFO - Epoch [56][320/1997] lr: 7.500e-04, eta: 1 day, 2:10:33, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.8378 2020-10-02 14:26:55,184 - mmaction - INFO - Epoch [56][340/1997] lr: 7.500e-04, eta: 1 day, 2:10:12, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8753, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.6463 2020-10-02 14:27:15,327 - mmaction - INFO - Epoch [56][360/1997] lr: 7.500e-04, eta: 1 day, 2:09:51, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.6745, top5_acc: 0.8628, loss_cls: 1.3337, loss: 1.3337, grad_norm: 5.8514 2020-10-02 14:27:36,138 - mmaction - INFO - Epoch [56][380/1997] lr: 7.500e-04, eta: 1 day, 2:09:29, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8698, loss_cls: 1.2706, loss: 1.2706, grad_norm: 5.7283 2020-10-02 14:27:57,248 - mmaction - INFO - Epoch [56][400/1997] lr: 7.500e-04, eta: 1 day, 2:09:08, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8737, loss_cls: 1.2684, loss: 1.2684, grad_norm: 5.7721 2020-10-02 14:28:18,918 - mmaction - INFO - Epoch [56][420/1997] lr: 7.500e-04, eta: 1 day, 2:08:48, time: 1.085, data_time: 0.003, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8690, loss_cls: 1.2723, loss: 1.2723, grad_norm: 5.7302 2020-10-02 14:28:38,568 - mmaction - INFO - Epoch [56][440/1997] lr: 7.500e-04, eta: 1 day, 2:08:26, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8776, loss_cls: 1.2716, loss: 1.2716, grad_norm: 5.8122 2020-10-02 14:28:59,893 - mmaction - INFO - Epoch [56][460/1997] lr: 7.500e-04, eta: 1 day, 2:08:05, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8753, loss_cls: 1.2667, loss: 1.2667, grad_norm: 5.7326 2020-10-02 14:29:20,992 - mmaction - INFO - Epoch [56][480/1997] lr: 7.500e-04, eta: 1 day, 2:07:44, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8693, loss_cls: 1.3211, loss: 1.3211, grad_norm: 5.7387 2020-10-02 14:29:43,450 - mmaction - INFO - Epoch [56][500/1997] lr: 7.500e-04, eta: 1 day, 2:07:24, time: 1.123, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8724, loss_cls: 1.2767, loss: 1.2767, grad_norm: 5.7012 2020-10-02 14:30:03,629 - mmaction - INFO - Epoch [56][520/1997] lr: 7.500e-04, eta: 1 day, 2:07:02, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8669, loss_cls: 1.3002, loss: 1.3002, grad_norm: 5.7864 2020-10-02 14:30:24,999 - mmaction - INFO - Epoch [56][540/1997] lr: 7.500e-04, eta: 1 day, 2:06:41, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.6607 2020-10-02 14:30:45,487 - mmaction - INFO - Epoch [56][560/1997] lr: 7.500e-04, eta: 1 day, 2:06:20, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8622, loss_cls: 1.3314, loss: 1.3314, grad_norm: 5.9298 2020-10-02 14:31:05,535 - mmaction - INFO - Epoch [56][580/1997] lr: 7.500e-04, eta: 1 day, 2:05:58, time: 1.002, data_time: 0.001, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8740, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.8370 2020-10-02 14:31:26,263 - mmaction - INFO - Epoch [56][600/1997] lr: 7.500e-04, eta: 1 day, 2:05:37, time: 1.037, data_time: 0.007, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8779, loss_cls: 1.2841, loss: 1.2841, grad_norm: 5.7635 2020-10-02 14:31:47,583 - mmaction - INFO - Epoch [56][620/1997] lr: 7.500e-04, eta: 1 day, 2:05:16, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8635, loss_cls: 1.3135, loss: 1.3135, grad_norm: 5.7646 2020-10-02 14:32:08,358 - mmaction - INFO - Epoch [56][640/1997] lr: 7.500e-04, eta: 1 day, 2:04:55, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8771, loss_cls: 1.2254, loss: 1.2254, grad_norm: 5.6288 2020-10-02 14:32:29,214 - mmaction - INFO - Epoch [56][660/1997] lr: 7.500e-04, eta: 1 day, 2:04:33, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8753, loss_cls: 1.2685, loss: 1.2685, grad_norm: 5.7287 2020-10-02 14:32:50,396 - mmaction - INFO - Epoch [56][680/1997] lr: 7.500e-04, eta: 1 day, 2:04:13, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8755, loss_cls: 1.2496, loss: 1.2496, grad_norm: 5.6542 2020-10-02 14:33:10,979 - mmaction - INFO - Epoch [56][700/1997] lr: 7.500e-04, eta: 1 day, 2:03:51, time: 1.029, data_time: 0.135, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8727, loss_cls: 1.3218, loss: 1.3218, grad_norm: 5.9544 2020-10-02 14:33:32,745 - mmaction - INFO - Epoch [56][720/1997] lr: 7.500e-04, eta: 1 day, 2:03:31, time: 1.088, data_time: 0.013, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8771, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.6059 2020-10-02 14:33:53,983 - mmaction - INFO - Epoch [56][740/1997] lr: 7.500e-04, eta: 1 day, 2:03:10, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.5982 2020-10-02 14:34:14,424 - mmaction - INFO - Epoch [56][760/1997] lr: 7.500e-04, eta: 1 day, 2:02:48, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8687, loss_cls: 1.3029, loss: 1.3029, grad_norm: 5.7781 2020-10-02 14:34:36,133 - mmaction - INFO - Epoch [56][780/1997] lr: 7.500e-04, eta: 1 day, 2:02:28, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8703, loss_cls: 1.3059, loss: 1.3059, grad_norm: 5.7953 2020-10-02 14:34:57,373 - mmaction - INFO - Epoch [56][800/1997] lr: 7.500e-04, eta: 1 day, 2:02:07, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3149, loss: 1.3149, grad_norm: 5.8624 2020-10-02 14:35:18,188 - mmaction - INFO - Epoch [56][820/1997] lr: 7.500e-04, eta: 1 day, 2:01:46, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8711, loss_cls: 1.3096, loss: 1.3096, grad_norm: 5.8529 2020-10-02 14:35:39,521 - mmaction - INFO - Epoch [56][840/1997] lr: 7.500e-04, eta: 1 day, 2:01:25, time: 1.066, data_time: 0.013, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8734, loss_cls: 1.2945, loss: 1.2945, grad_norm: 5.8033 2020-10-02 14:36:00,637 - mmaction - INFO - Epoch [56][860/1997] lr: 7.500e-04, eta: 1 day, 2:01:04, time: 1.056, data_time: 0.077, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8760, loss_cls: 1.2911, loss: 1.2911, grad_norm: 5.7309 2020-10-02 14:36:21,478 - mmaction - INFO - Epoch [56][880/1997] lr: 7.500e-04, eta: 1 day, 2:00:43, time: 1.042, data_time: 0.422, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8687, loss_cls: 1.3176, loss: 1.3176, grad_norm: 5.8229 2020-10-02 14:36:42,183 - mmaction - INFO - Epoch [56][900/1997] lr: 7.500e-04, eta: 1 day, 2:00:21, time: 1.036, data_time: 0.332, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8758, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.7753 2020-10-02 14:37:03,064 - mmaction - INFO - Epoch [56][920/1997] lr: 7.500e-04, eta: 1 day, 2:00:00, time: 1.043, data_time: 0.052, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8786, loss_cls: 1.2669, loss: 1.2669, grad_norm: 5.8573 2020-10-02 14:37:24,004 - mmaction - INFO - Epoch [56][940/1997] lr: 7.500e-04, eta: 1 day, 1:59:39, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8755, loss_cls: 1.2697, loss: 1.2697, grad_norm: 5.8253 2020-10-02 14:37:44,792 - mmaction - INFO - Epoch [56][960/1997] lr: 7.500e-04, eta: 1 day, 1:59:18, time: 1.039, data_time: 0.068, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8695, loss_cls: 1.3107, loss: 1.3107, grad_norm: 5.7769 2020-10-02 14:38:06,470 - mmaction - INFO - Epoch [56][980/1997] lr: 7.500e-04, eta: 1 day, 1:58:57, time: 1.084, data_time: 0.087, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8680, loss_cls: 1.3077, loss: 1.3077, grad_norm: 5.7807 2020-10-02 14:38:27,139 - mmaction - INFO - Epoch [56][1000/1997] lr: 7.500e-04, eta: 1 day, 1:58:36, time: 1.033, data_time: 0.251, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8831, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.7063 2020-10-02 14:38:47,870 - mmaction - INFO - Epoch [56][1020/1997] lr: 7.500e-04, eta: 1 day, 1:58:14, time: 1.036, data_time: 0.273, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8760, loss_cls: 1.2799, loss: 1.2799, grad_norm: 5.7328 2020-10-02 14:39:07,951 - mmaction - INFO - Epoch [56][1040/1997] lr: 7.500e-04, eta: 1 day, 1:57:53, time: 1.005, data_time: 0.266, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8729, loss_cls: 1.2984, loss: 1.2984, grad_norm: 5.8191 2020-10-02 14:39:28,914 - mmaction - INFO - Epoch [56][1060/1997] lr: 7.500e-04, eta: 1 day, 1:57:32, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8711, loss_cls: 1.3058, loss: 1.3058, grad_norm: 5.7306 2020-10-02 14:39:49,138 - mmaction - INFO - Epoch [56][1080/1997] lr: 7.500e-04, eta: 1 day, 1:57:10, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8734, loss_cls: 1.2686, loss: 1.2686, grad_norm: 5.7631 2020-10-02 14:40:10,087 - mmaction - INFO - Epoch [56][1100/1997] lr: 7.500e-04, eta: 1 day, 1:56:49, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.3289, loss: 1.3289, grad_norm: 5.9198 2020-10-02 14:40:32,108 - mmaction - INFO - Epoch [56][1120/1997] lr: 7.500e-04, eta: 1 day, 1:56:28, time: 1.100, data_time: 0.001, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8776, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.6248 2020-10-02 14:40:53,521 - mmaction - INFO - Epoch [56][1140/1997] lr: 7.500e-04, eta: 1 day, 1:56:08, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8745, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.8865 2020-10-02 14:41:13,697 - mmaction - INFO - Epoch [56][1160/1997] lr: 7.500e-04, eta: 1 day, 1:55:46, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8755, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.7094 2020-10-02 14:41:35,186 - mmaction - INFO - Epoch [56][1180/1997] lr: 7.500e-04, eta: 1 day, 1:55:25, time: 1.075, data_time: 0.003, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8716, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.7863 2020-10-02 14:41:56,647 - mmaction - INFO - Epoch [56][1200/1997] lr: 7.500e-04, eta: 1 day, 1:55:05, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.3100, loss: 1.3100, grad_norm: 5.9092 2020-10-02 14:42:16,971 - mmaction - INFO - Epoch [56][1220/1997] lr: 7.500e-04, eta: 1 day, 1:54:43, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8664, loss_cls: 1.2768, loss: 1.2768, grad_norm: 5.6598 2020-10-02 14:42:37,152 - mmaction - INFO - Epoch [56][1240/1997] lr: 7.500e-04, eta: 1 day, 1:54:21, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8674, loss_cls: 1.3208, loss: 1.3208, grad_norm: 5.9260 2020-10-02 14:42:57,611 - mmaction - INFO - Epoch [56][1260/1997] lr: 7.500e-04, eta: 1 day, 1:54:00, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8740, loss_cls: 1.2929, loss: 1.2929, grad_norm: 5.8434 2020-10-02 14:43:19,547 - mmaction - INFO - Epoch [56][1280/1997] lr: 7.500e-04, eta: 1 day, 1:53:39, time: 1.098, data_time: 0.021, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8794, loss_cls: 1.2877, loss: 1.2877, grad_norm: 5.7599 2020-10-02 14:43:41,412 - mmaction - INFO - Epoch [56][1300/1997] lr: 7.500e-04, eta: 1 day, 1:53:19, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8714, loss_cls: 1.3079, loss: 1.3079, grad_norm: 5.8759 2020-10-02 14:44:01,161 - mmaction - INFO - Epoch [56][1320/1997] lr: 7.500e-04, eta: 1 day, 1:52:57, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8651, loss_cls: 1.3289, loss: 1.3289, grad_norm: 5.8708 2020-10-02 14:44:23,013 - mmaction - INFO - Epoch [56][1340/1997] lr: 7.500e-04, eta: 1 day, 1:52:36, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8719, loss_cls: 1.2744, loss: 1.2744, grad_norm: 5.7018 2020-10-02 14:44:42,720 - mmaction - INFO - Epoch [56][1360/1997] lr: 7.500e-04, eta: 1 day, 1:52:14, time: 0.986, data_time: 0.006, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8628, loss_cls: 1.3083, loss: 1.3083, grad_norm: 5.8192 2020-10-02 14:45:04,417 - mmaction - INFO - Epoch [56][1380/1997] lr: 7.500e-04, eta: 1 day, 1:51:54, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.6708, top5_acc: 0.8690, loss_cls: 1.3400, loss: 1.3400, grad_norm: 5.9566 2020-10-02 14:45:25,542 - mmaction - INFO - Epoch [56][1400/1997] lr: 7.500e-04, eta: 1 day, 1:51:33, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8724, loss_cls: 1.3004, loss: 1.3004, grad_norm: 5.7683 2020-10-02 14:45:48,038 - mmaction - INFO - Epoch [56][1420/1997] lr: 7.500e-04, eta: 1 day, 1:51:13, time: 1.125, data_time: 0.002, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8651, loss_cls: 1.3198, loss: 1.3198, grad_norm: 5.8760 2020-10-02 14:46:07,873 - mmaction - INFO - Epoch [56][1440/1997] lr: 7.500e-04, eta: 1 day, 1:50:51, time: 0.991, data_time: 0.001, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8620, loss_cls: 1.3026, loss: 1.3026, grad_norm: 5.7753 2020-10-02 14:46:27,934 - mmaction - INFO - Epoch [56][1460/1997] lr: 7.500e-04, eta: 1 day, 1:50:29, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8615, loss_cls: 1.3524, loss: 1.3524, grad_norm: 6.0074 2020-10-02 14:46:49,353 - mmaction - INFO - Epoch [56][1480/1997] lr: 7.500e-04, eta: 1 day, 1:50:08, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2913, loss: 1.2913, grad_norm: 5.8289 2020-10-02 14:47:09,620 - mmaction - INFO - Epoch [56][1500/1997] lr: 7.500e-04, eta: 1 day, 1:49:47, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8682, loss_cls: 1.3017, loss: 1.3017, grad_norm: 5.7489 2020-10-02 14:47:31,294 - mmaction - INFO - Epoch [56][1520/1997] lr: 7.500e-04, eta: 1 day, 1:49:26, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8651, loss_cls: 1.3034, loss: 1.3034, grad_norm: 5.8125 2020-10-02 14:47:51,460 - mmaction - INFO - Epoch [56][1540/1997] lr: 7.500e-04, eta: 1 day, 1:49:04, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8687, loss_cls: 1.3087, loss: 1.3087, grad_norm: 5.8641 2020-10-02 14:48:12,942 - mmaction - INFO - Epoch [56][1560/1997] lr: 7.500e-04, eta: 1 day, 1:48:44, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8701, loss_cls: 1.2992, loss: 1.2992, grad_norm: 5.7257 2020-10-02 14:48:33,336 - mmaction - INFO - Epoch [56][1580/1997] lr: 7.500e-04, eta: 1 day, 1:48:22, time: 1.021, data_time: 0.003, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8737, loss_cls: 1.2946, loss: 1.2946, grad_norm: 5.7892 2020-10-02 14:48:54,241 - mmaction - INFO - Epoch [56][1600/1997] lr: 7.500e-04, eta: 1 day, 1:48:01, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8607, loss_cls: 1.3244, loss: 1.3244, grad_norm: 5.7838 2020-10-02 14:49:14,638 - mmaction - INFO - Epoch [56][1620/1997] lr: 7.500e-04, eta: 1 day, 1:47:39, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8622, loss_cls: 1.3062, loss: 1.3062, grad_norm: 5.7616 2020-10-02 14:49:36,506 - mmaction - INFO - Epoch [56][1640/1997] lr: 7.500e-04, eta: 1 day, 1:47:19, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8760, loss_cls: 1.2800, loss: 1.2800, grad_norm: 5.7151 2020-10-02 14:49:57,718 - mmaction - INFO - Epoch [56][1660/1997] lr: 7.500e-04, eta: 1 day, 1:46:58, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.3062, loss: 1.3062, grad_norm: 5.8760 2020-10-02 14:50:18,636 - mmaction - INFO - Epoch [56][1680/1997] lr: 7.500e-04, eta: 1 day, 1:46:37, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8659, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.7614 2020-10-02 14:50:39,334 - mmaction - INFO - Epoch [56][1700/1997] lr: 7.500e-04, eta: 1 day, 1:46:16, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8721, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.8117 2020-10-02 14:51:00,770 - mmaction - INFO - Epoch [56][1720/1997] lr: 7.500e-04, eta: 1 day, 1:45:55, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8792, loss_cls: 1.2741, loss: 1.2741, grad_norm: 5.8341 2020-10-02 14:51:20,726 - mmaction - INFO - Epoch [56][1740/1997] lr: 7.500e-04, eta: 1 day, 1:45:33, time: 0.996, data_time: 0.110, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8693, loss_cls: 1.3017, loss: 1.3017, grad_norm: 5.8722 2020-10-02 14:51:42,390 - mmaction - INFO - Epoch [56][1760/1997] lr: 7.500e-04, eta: 1 day, 1:45:12, time: 1.085, data_time: 0.237, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.3011, loss: 1.3011, grad_norm: 5.9021 2020-10-02 14:52:03,448 - mmaction - INFO - Epoch [56][1780/1997] lr: 7.500e-04, eta: 1 day, 1:44:51, time: 1.053, data_time: 0.034, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8685, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.7922 2020-10-02 14:52:24,095 - mmaction - INFO - Epoch [56][1800/1997] lr: 7.500e-04, eta: 1 day, 1:44:30, time: 1.033, data_time: 0.188, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8693, loss_cls: 1.3028, loss: 1.3028, grad_norm: 5.8293 2020-10-02 14:52:45,981 - mmaction - INFO - Epoch [56][1820/1997] lr: 7.500e-04, eta: 1 day, 1:44:10, time: 1.094, data_time: 0.321, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8693, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.7822 2020-10-02 14:53:07,091 - mmaction - INFO - Epoch [56][1840/1997] lr: 7.500e-04, eta: 1 day, 1:43:49, time: 1.055, data_time: 0.024, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8698, loss_cls: 1.3001, loss: 1.3001, grad_norm: 5.8755 2020-10-02 14:53:28,085 - mmaction - INFO - Epoch [56][1860/1997] lr: 7.500e-04, eta: 1 day, 1:43:28, time: 1.050, data_time: 0.262, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8701, loss_cls: 1.2946, loss: 1.2946, grad_norm: 5.8582 2020-10-02 14:53:49,369 - mmaction - INFO - Epoch [56][1880/1997] lr: 7.500e-04, eta: 1 day, 1:43:07, time: 1.064, data_time: 0.029, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2779, loss: 1.2779, grad_norm: 5.7312 2020-10-02 14:54:10,335 - mmaction - INFO - Epoch [56][1900/1997] lr: 7.500e-04, eta: 1 day, 1:42:46, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8747, loss_cls: 1.2921, loss: 1.2921, grad_norm: 5.7742 2020-10-02 14:54:31,455 - mmaction - INFO - Epoch [56][1920/1997] lr: 7.500e-04, eta: 1 day, 1:42:25, time: 1.056, data_time: 0.016, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.6569 2020-10-02 14:54:52,359 - mmaction - INFO - Epoch [56][1940/1997] lr: 7.500e-04, eta: 1 day, 1:42:03, time: 1.045, data_time: 0.035, memory: 8350, top1_acc: 0.6773, top5_acc: 0.8687, loss_cls: 1.3285, loss: 1.3285, grad_norm: 5.8688 2020-10-02 14:55:13,276 - mmaction - INFO - Epoch [56][1960/1997] lr: 7.500e-04, eta: 1 day, 1:41:42, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8727, loss_cls: 1.3022, loss: 1.3022, grad_norm: 5.8479 2020-10-02 14:55:32,985 - mmaction - INFO - Epoch [56][1980/1997] lr: 7.500e-04, eta: 1 day, 1:41:20, time: 0.984, data_time: 0.050, memory: 8350, top1_acc: 0.6706, top5_acc: 0.8646, loss_cls: 1.3504, loss: 1.3504, grad_norm: 5.9748 2020-10-02 14:55:50,982 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-10-02 14:56:35,993 - mmaction - INFO - Epoch [57][20/1997] lr: 7.500e-04, eta: 1 day, 1:40:45, time: 2.208, data_time: 1.079, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8667, loss_cls: 1.3122, loss: 1.3122, grad_norm: 5.8951 2020-10-02 14:56:58,258 - mmaction - INFO - Epoch [57][40/1997] lr: 7.500e-04, eta: 1 day, 1:40:25, time: 1.113, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8706, loss_cls: 1.2822, loss: 1.2822, grad_norm: 5.7792 2020-10-02 14:57:17,177 - mmaction - INFO - Epoch [57][60/1997] lr: 7.500e-04, eta: 1 day, 1:40:03, time: 0.946, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8654, loss_cls: 1.3194, loss: 1.3194, grad_norm: 5.8346 2020-10-02 14:57:38,994 - mmaction - INFO - Epoch [57][80/1997] lr: 7.500e-04, eta: 1 day, 1:39:42, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8794, loss_cls: 1.2559, loss: 1.2559, grad_norm: 5.6845 2020-10-02 14:58:01,150 - mmaction - INFO - Epoch [57][100/1997] lr: 7.500e-04, eta: 1 day, 1:39:22, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8760, loss_cls: 1.2851, loss: 1.2851, grad_norm: 5.8439 2020-10-02 14:58:21,088 - mmaction - INFO - Epoch [57][120/1997] lr: 7.500e-04, eta: 1 day, 1:39:00, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8654, loss_cls: 1.2954, loss: 1.2954, grad_norm: 5.7648 2020-10-02 14:58:42,362 - mmaction - INFO - Epoch [57][140/1997] lr: 7.500e-04, eta: 1 day, 1:38:39, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8794, loss_cls: 1.2899, loss: 1.2899, grad_norm: 5.8365 2020-10-02 14:59:04,711 - mmaction - INFO - Epoch [57][160/1997] lr: 7.500e-04, eta: 1 day, 1:38:19, time: 1.117, data_time: 0.001, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8789, loss_cls: 1.2609, loss: 1.2609, grad_norm: 5.7544 2020-10-02 14:59:23,549 - mmaction - INFO - Epoch [57][180/1997] lr: 7.500e-04, eta: 1 day, 1:37:56, time: 0.942, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8654, loss_cls: 1.3074, loss: 1.3074, grad_norm: 5.8709 2020-10-02 14:59:46,137 - mmaction - INFO - Epoch [57][200/1997] lr: 7.500e-04, eta: 1 day, 1:37:36, time: 1.130, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8721, loss_cls: 1.3016, loss: 1.3016, grad_norm: 5.8518 2020-10-02 15:00:07,637 - mmaction - INFO - Epoch [57][220/1997] lr: 7.500e-04, eta: 1 day, 1:37:16, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8677, loss_cls: 1.3102, loss: 1.3102, grad_norm: 5.8769 2020-10-02 15:00:27,342 - mmaction - INFO - Epoch [57][240/1997] lr: 7.500e-04, eta: 1 day, 1:36:54, time: 0.985, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8635, loss_cls: 1.3197, loss: 1.3197, grad_norm: 5.9259 2020-10-02 15:00:47,822 - mmaction - INFO - Epoch [57][260/1997] lr: 7.500e-04, eta: 1 day, 1:36:32, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8789, loss_cls: 1.2403, loss: 1.2403, grad_norm: 5.6423 2020-10-02 15:01:09,486 - mmaction - INFO - Epoch [57][280/1997] lr: 7.500e-04, eta: 1 day, 1:36:12, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8732, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.9170 2020-10-02 15:01:30,318 - mmaction - INFO - Epoch [57][300/1997] lr: 7.500e-04, eta: 1 day, 1:35:50, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8794, loss_cls: 1.2911, loss: 1.2911, grad_norm: 5.8718 2020-10-02 15:01:51,266 - mmaction - INFO - Epoch [57][320/1997] lr: 7.500e-04, eta: 1 day, 1:35:29, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8687, loss_cls: 1.2853, loss: 1.2853, grad_norm: 5.7859 2020-10-02 15:02:11,951 - mmaction - INFO - Epoch [57][340/1997] lr: 7.500e-04, eta: 1 day, 1:35:08, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8719, loss_cls: 1.2825, loss: 1.2825, grad_norm: 5.8330 2020-10-02 15:02:34,227 - mmaction - INFO - Epoch [57][360/1997] lr: 7.500e-04, eta: 1 day, 1:34:48, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8682, loss_cls: 1.2892, loss: 1.2892, grad_norm: 5.6846 2020-10-02 15:02:54,745 - mmaction - INFO - Epoch [57][380/1997] lr: 7.500e-04, eta: 1 day, 1:34:26, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8820, loss_cls: 1.2442, loss: 1.2442, grad_norm: 5.6589 2020-10-02 15:03:14,963 - mmaction - INFO - Epoch [57][400/1997] lr: 7.500e-04, eta: 1 day, 1:34:05, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8732, loss_cls: 1.2548, loss: 1.2548, grad_norm: 5.6830 2020-10-02 15:03:36,121 - mmaction - INFO - Epoch [57][420/1997] lr: 7.500e-04, eta: 1 day, 1:33:44, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8724, loss_cls: 1.2898, loss: 1.2898, grad_norm: 5.8060 2020-10-02 15:03:58,426 - mmaction - INFO - Epoch [57][440/1997] lr: 7.500e-04, eta: 1 day, 1:33:24, time: 1.115, data_time: 0.001, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8849, loss_cls: 1.2405, loss: 1.2405, grad_norm: 5.7382 2020-10-02 15:04:18,815 - mmaction - INFO - Epoch [57][460/1997] lr: 7.500e-04, eta: 1 day, 1:33:02, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8766, loss_cls: 1.2417, loss: 1.2417, grad_norm: 5.6472 2020-10-02 15:04:39,313 - mmaction - INFO - Epoch [57][480/1997] lr: 7.500e-04, eta: 1 day, 1:32:41, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8635, loss_cls: 1.3163, loss: 1.3163, grad_norm: 5.7435 2020-10-02 15:05:01,194 - mmaction - INFO - Epoch [57][500/1997] lr: 7.500e-04, eta: 1 day, 1:32:20, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8753, loss_cls: 1.2709, loss: 1.2709, grad_norm: 5.7293 2020-10-02 15:05:21,284 - mmaction - INFO - Epoch [57][520/1997] lr: 7.500e-04, eta: 1 day, 1:31:58, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8711, loss_cls: 1.3028, loss: 1.3028, grad_norm: 5.9533 2020-10-02 15:05:42,525 - mmaction - INFO - Epoch [57][540/1997] lr: 7.500e-04, eta: 1 day, 1:31:38, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8797, loss_cls: 1.2230, loss: 1.2230, grad_norm: 5.6485 2020-10-02 15:06:03,115 - mmaction - INFO - Epoch [57][560/1997] lr: 7.500e-04, eta: 1 day, 1:31:16, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8724, loss_cls: 1.2379, loss: 1.2379, grad_norm: 5.8509 2020-10-02 15:06:23,518 - mmaction - INFO - Epoch [57][580/1997] lr: 7.500e-04, eta: 1 day, 1:30:55, time: 1.020, data_time: 0.004, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8667, loss_cls: 1.3011, loss: 1.3011, grad_norm: 5.7711 2020-10-02 15:06:44,775 - mmaction - INFO - Epoch [57][600/1997] lr: 7.500e-04, eta: 1 day, 1:30:34, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8810, loss_cls: 1.2501, loss: 1.2501, grad_norm: 5.8033 2020-10-02 15:07:05,628 - mmaction - INFO - Epoch [57][620/1997] lr: 7.500e-04, eta: 1 day, 1:30:13, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8646, loss_cls: 1.2995, loss: 1.2995, grad_norm: 5.8460 2020-10-02 15:07:27,746 - mmaction - INFO - Epoch [57][640/1997] lr: 7.500e-04, eta: 1 day, 1:29:52, time: 1.106, data_time: 0.002, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8745, loss_cls: 1.2789, loss: 1.2789, grad_norm: 5.8082 2020-10-02 15:07:48,061 - mmaction - INFO - Epoch [57][660/1997] lr: 7.500e-04, eta: 1 day, 1:29:31, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6747, top5_acc: 0.8703, loss_cls: 1.3250, loss: 1.3250, grad_norm: 5.9506 2020-10-02 15:08:09,160 - mmaction - INFO - Epoch [57][680/1997] lr: 7.500e-04, eta: 1 day, 1:29:10, time: 1.056, data_time: 0.073, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8695, loss_cls: 1.3042, loss: 1.3042, grad_norm: 5.8259 2020-10-02 15:08:30,798 - mmaction - INFO - Epoch [57][700/1997] lr: 7.500e-04, eta: 1 day, 1:28:49, time: 1.082, data_time: 0.312, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8812, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.8313 2020-10-02 15:08:50,237 - mmaction - INFO - Epoch [57][720/1997] lr: 7.500e-04, eta: 1 day, 1:28:27, time: 0.972, data_time: 0.334, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8695, loss_cls: 1.2840, loss: 1.2840, grad_norm: 5.7968 2020-10-02 15:09:11,682 - mmaction - INFO - Epoch [57][740/1997] lr: 7.500e-04, eta: 1 day, 1:28:06, time: 1.072, data_time: 0.408, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8620, loss_cls: 1.3254, loss: 1.3254, grad_norm: 5.8180 2020-10-02 15:09:32,708 - mmaction - INFO - Epoch [57][760/1997] lr: 7.500e-04, eta: 1 day, 1:27:45, time: 1.052, data_time: 0.315, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2458, loss: 1.2458, grad_norm: 5.6777 2020-10-02 15:09:53,120 - mmaction - INFO - Epoch [57][780/1997] lr: 7.500e-04, eta: 1 day, 1:27:24, time: 1.019, data_time: 0.402, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8760, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.7788 2020-10-02 15:10:14,519 - mmaction - INFO - Epoch [57][800/1997] lr: 7.500e-04, eta: 1 day, 1:27:03, time: 1.071, data_time: 0.202, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8643, loss_cls: 1.3158, loss: 1.3158, grad_norm: 5.8711 2020-10-02 15:10:35,721 - mmaction - INFO - Epoch [57][820/1997] lr: 7.500e-04, eta: 1 day, 1:26:42, time: 1.060, data_time: 0.018, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8794, loss_cls: 1.2466, loss: 1.2466, grad_norm: 5.7642 2020-10-02 15:10:56,674 - mmaction - INFO - Epoch [57][840/1997] lr: 7.500e-04, eta: 1 day, 1:26:21, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8630, loss_cls: 1.3058, loss: 1.3058, grad_norm: 5.8128 2020-10-02 15:11:17,392 - mmaction - INFO - Epoch [57][860/1997] lr: 7.500e-04, eta: 1 day, 1:25:59, time: 1.035, data_time: 0.075, memory: 8350, top1_acc: 0.6685, top5_acc: 0.8562, loss_cls: 1.3533, loss: 1.3533, grad_norm: 5.9539 2020-10-02 15:11:38,647 - mmaction - INFO - Epoch [57][880/1997] lr: 7.500e-04, eta: 1 day, 1:25:39, time: 1.063, data_time: 0.065, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8667, loss_cls: 1.3122, loss: 1.3122, grad_norm: 5.8625 2020-10-02 15:11:59,660 - mmaction - INFO - Epoch [57][900/1997] lr: 7.500e-04, eta: 1 day, 1:25:17, time: 1.051, data_time: 0.243, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8831, loss_cls: 1.2339, loss: 1.2339, grad_norm: 5.7866 2020-10-02 15:12:21,259 - mmaction - INFO - Epoch [57][920/1997] lr: 7.500e-04, eta: 1 day, 1:24:57, time: 1.080, data_time: 0.150, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.3009, loss: 1.3009, grad_norm: 5.9111 2020-10-02 15:12:40,917 - mmaction - INFO - Epoch [57][940/1997] lr: 7.500e-04, eta: 1 day, 1:24:35, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8552, loss_cls: 1.3425, loss: 1.3425, grad_norm: 5.8747 2020-10-02 15:13:03,059 - mmaction - INFO - Epoch [57][960/1997] lr: 7.500e-04, eta: 1 day, 1:24:14, time: 1.106, data_time: 0.001, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.6935 2020-10-02 15:13:23,017 - mmaction - INFO - Epoch [57][980/1997] lr: 7.500e-04, eta: 1 day, 1:23:53, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8818, loss_cls: 1.2324, loss: 1.2324, grad_norm: 5.6836 2020-10-02 15:13:44,218 - mmaction - INFO - Epoch [57][1000/1997] lr: 7.500e-04, eta: 1 day, 1:23:32, time: 1.061, data_time: 0.026, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8685, loss_cls: 1.2872, loss: 1.2872, grad_norm: 5.7675 2020-10-02 15:14:04,903 - mmaction - INFO - Epoch [57][1020/1997] lr: 7.500e-04, eta: 1 day, 1:23:10, time: 1.034, data_time: 0.025, memory: 8350, top1_acc: 0.6755, top5_acc: 0.8654, loss_cls: 1.3584, loss: 1.3584, grad_norm: 5.9527 2020-10-02 15:14:25,587 - mmaction - INFO - Epoch [57][1040/1997] lr: 7.500e-04, eta: 1 day, 1:22:49, time: 1.033, data_time: 0.028, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8714, loss_cls: 1.2851, loss: 1.2851, grad_norm: 5.7065 2020-10-02 15:14:46,793 - mmaction - INFO - Epoch [57][1060/1997] lr: 7.500e-04, eta: 1 day, 1:22:28, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8760, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.7544 2020-10-02 15:15:07,256 - mmaction - INFO - Epoch [57][1080/1997] lr: 7.500e-04, eta: 1 day, 1:22:07, time: 1.023, data_time: 0.301, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8721, loss_cls: 1.2719, loss: 1.2719, grad_norm: 5.7956 2020-10-02 15:15:28,817 - mmaction - INFO - Epoch [57][1100/1997] lr: 7.500e-04, eta: 1 day, 1:21:46, time: 1.078, data_time: 0.043, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8815, loss_cls: 1.2565, loss: 1.2565, grad_norm: 5.7522 2020-10-02 15:15:48,628 - mmaction - INFO - Epoch [57][1120/1997] lr: 7.500e-04, eta: 1 day, 1:21:24, time: 0.991, data_time: 0.015, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8615, loss_cls: 1.2892, loss: 1.2892, grad_norm: 5.8247 2020-10-02 15:16:10,197 - mmaction - INFO - Epoch [57][1140/1997] lr: 7.500e-04, eta: 1 day, 1:21:03, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8635, loss_cls: 1.3225, loss: 1.3225, grad_norm: 5.8981 2020-10-02 15:16:31,152 - mmaction - INFO - Epoch [57][1160/1997] lr: 7.500e-04, eta: 1 day, 1:20:42, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8565, loss_cls: 1.3340, loss: 1.3340, grad_norm: 5.8917 2020-10-02 15:16:51,864 - mmaction - INFO - Epoch [57][1180/1997] lr: 7.500e-04, eta: 1 day, 1:20:21, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8628, loss_cls: 1.3264, loss: 1.3264, grad_norm: 5.8848 2020-10-02 15:17:12,745 - mmaction - INFO - Epoch [57][1200/1997] lr: 7.500e-04, eta: 1 day, 1:20:00, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8674, loss_cls: 1.3504, loss: 1.3504, grad_norm: 6.0136 2020-10-02 15:17:33,409 - mmaction - INFO - Epoch [57][1220/1997] lr: 7.500e-04, eta: 1 day, 1:19:38, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8677, loss_cls: 1.3044, loss: 1.3044, grad_norm: 5.8063 2020-10-02 15:17:54,151 - mmaction - INFO - Epoch [57][1240/1997] lr: 7.500e-04, eta: 1 day, 1:19:17, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8685, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.9284 2020-10-02 15:18:15,071 - mmaction - INFO - Epoch [57][1260/1997] lr: 7.500e-04, eta: 1 day, 1:18:56, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8701, loss_cls: 1.2802, loss: 1.2802, grad_norm: 5.7513 2020-10-02 15:18:35,560 - mmaction - INFO - Epoch [57][1280/1997] lr: 7.500e-04, eta: 1 day, 1:18:35, time: 1.025, data_time: 0.007, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8802, loss_cls: 1.2542, loss: 1.2542, grad_norm: 5.7982 2020-10-02 15:18:55,782 - mmaction - INFO - Epoch [57][1300/1997] lr: 7.500e-04, eta: 1 day, 1:18:13, time: 1.011, data_time: 0.015, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8789, loss_cls: 1.2496, loss: 1.2496, grad_norm: 5.8661 2020-10-02 15:19:17,190 - mmaction - INFO - Epoch [57][1320/1997] lr: 7.500e-04, eta: 1 day, 1:17:52, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8815, loss_cls: 1.2346, loss: 1.2346, grad_norm: 5.6744 2020-10-02 15:19:37,958 - mmaction - INFO - Epoch [57][1340/1997] lr: 7.500e-04, eta: 1 day, 1:17:31, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8805, loss_cls: 1.2715, loss: 1.2715, grad_norm: 5.9200 2020-10-02 15:19:59,405 - mmaction - INFO - Epoch [57][1360/1997] lr: 7.500e-04, eta: 1 day, 1:17:10, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.3322, loss: 1.3322, grad_norm: 5.9049 2020-10-02 15:20:19,626 - mmaction - INFO - Epoch [57][1380/1997] lr: 7.500e-04, eta: 1 day, 1:16:48, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8698, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.8668 2020-10-02 15:20:40,255 - mmaction - INFO - Epoch [57][1400/1997] lr: 7.500e-04, eta: 1 day, 1:16:27, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8570, loss_cls: 1.3195, loss: 1.3195, grad_norm: 5.8064 2020-10-02 15:21:01,203 - mmaction - INFO - Epoch [57][1420/1997] lr: 7.500e-04, eta: 1 day, 1:16:06, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3146, loss: 1.3146, grad_norm: 5.8977 2020-10-02 15:21:21,868 - mmaction - INFO - Epoch [57][1440/1997] lr: 7.500e-04, eta: 1 day, 1:15:45, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8737, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.7164 2020-10-02 15:21:42,615 - mmaction - INFO - Epoch [57][1460/1997] lr: 7.500e-04, eta: 1 day, 1:15:23, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2685, loss: 1.2685, grad_norm: 5.8420 2020-10-02 15:22:03,818 - mmaction - INFO - Epoch [57][1480/1997] lr: 7.500e-04, eta: 1 day, 1:15:02, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8768, loss_cls: 1.2541, loss: 1.2541, grad_norm: 5.7591 2020-10-02 15:22:24,837 - mmaction - INFO - Epoch [57][1500/1997] lr: 7.500e-04, eta: 1 day, 1:14:41, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8721, loss_cls: 1.2621, loss: 1.2621, grad_norm: 5.8018 2020-10-02 15:22:45,113 - mmaction - INFO - Epoch [57][1520/1997] lr: 7.500e-04, eta: 1 day, 1:14:20, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8797, loss_cls: 1.2527, loss: 1.2527, grad_norm: 5.8343 2020-10-02 15:23:05,981 - mmaction - INFO - Epoch [57][1540/1997] lr: 7.500e-04, eta: 1 day, 1:13:59, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3374, loss: 1.3374, grad_norm: 5.9720 2020-10-02 15:23:27,594 - mmaction - INFO - Epoch [57][1560/1997] lr: 7.500e-04, eta: 1 day, 1:13:38, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6753, top5_acc: 0.8604, loss_cls: 1.3594, loss: 1.3594, grad_norm: 5.9774 2020-10-02 15:23:48,172 - mmaction - INFO - Epoch [57][1580/1997] lr: 7.500e-04, eta: 1 day, 1:13:16, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8792, loss_cls: 1.2724, loss: 1.2724, grad_norm: 5.6969 2020-10-02 15:24:09,584 - mmaction - INFO - Epoch [57][1600/1997] lr: 7.500e-04, eta: 1 day, 1:12:56, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8687, loss_cls: 1.3085, loss: 1.3085, grad_norm: 5.8086 2020-10-02 15:24:29,817 - mmaction - INFO - Epoch [57][1620/1997] lr: 7.500e-04, eta: 1 day, 1:12:34, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8701, loss_cls: 1.2985, loss: 1.2985, grad_norm: 5.8687 2020-10-02 15:24:50,177 - mmaction - INFO - Epoch [57][1640/1997] lr: 7.500e-04, eta: 1 day, 1:12:12, time: 1.018, data_time: 0.066, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8669, loss_cls: 1.3300, loss: 1.3300, grad_norm: 5.9771 2020-10-02 15:25:12,412 - mmaction - INFO - Epoch [57][1660/1997] lr: 7.500e-04, eta: 1 day, 1:11:52, time: 1.112, data_time: 0.285, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8661, loss_cls: 1.2959, loss: 1.2959, grad_norm: 5.8851 2020-10-02 15:25:31,952 - mmaction - INFO - Epoch [57][1680/1997] lr: 7.500e-04, eta: 1 day, 1:11:30, time: 0.977, data_time: 0.277, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8740, loss_cls: 1.2967, loss: 1.2967, grad_norm: 5.8771 2020-10-02 15:25:52,607 - mmaction - INFO - Epoch [57][1700/1997] lr: 7.500e-04, eta: 1 day, 1:11:09, time: 1.033, data_time: 0.332, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8745, loss_cls: 1.2896, loss: 1.2896, grad_norm: 5.8067 2020-10-02 15:26:14,032 - mmaction - INFO - Epoch [57][1720/1997] lr: 7.500e-04, eta: 1 day, 1:10:48, time: 1.071, data_time: 0.182, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8695, loss_cls: 1.3022, loss: 1.3022, grad_norm: 6.0030 2020-10-02 15:26:34,097 - mmaction - INFO - Epoch [57][1740/1997] lr: 7.500e-04, eta: 1 day, 1:10:26, time: 1.003, data_time: 0.048, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8604, loss_cls: 1.3328, loss: 1.3328, grad_norm: 5.9578 2020-10-02 15:26:55,773 - mmaction - INFO - Epoch [57][1760/1997] lr: 7.500e-04, eta: 1 day, 1:10:06, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8820, loss_cls: 1.2263, loss: 1.2263, grad_norm: 5.7646 2020-10-02 15:27:16,672 - mmaction - INFO - Epoch [57][1780/1997] lr: 7.500e-04, eta: 1 day, 1:09:45, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8643, loss_cls: 1.3163, loss: 1.3163, grad_norm: 5.9200 2020-10-02 15:27:37,167 - mmaction - INFO - Epoch [57][1800/1997] lr: 7.500e-04, eta: 1 day, 1:09:23, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8677, loss_cls: 1.3094, loss: 1.3094, grad_norm: 5.9447 2020-10-02 15:27:57,665 - mmaction - INFO - Epoch [57][1820/1997] lr: 7.500e-04, eta: 1 day, 1:09:02, time: 1.026, data_time: 0.003, memory: 8350, top1_acc: 0.6698, top5_acc: 0.8609, loss_cls: 1.3703, loss: 1.3703, grad_norm: 5.9532 2020-10-02 15:28:19,173 - mmaction - INFO - Epoch [57][1840/1997] lr: 7.500e-04, eta: 1 day, 1:08:41, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8654, loss_cls: 1.3053, loss: 1.3053, grad_norm: 5.9597 2020-10-02 15:28:39,864 - mmaction - INFO - Epoch [57][1860/1997] lr: 7.500e-04, eta: 1 day, 1:08:20, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8716, loss_cls: 1.2802, loss: 1.2802, grad_norm: 5.8650 2020-10-02 15:29:01,312 - mmaction - INFO - Epoch [57][1880/1997] lr: 7.500e-04, eta: 1 day, 1:07:59, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8727, loss_cls: 1.2929, loss: 1.2929, grad_norm: 5.9039 2020-10-02 15:29:21,860 - mmaction - INFO - Epoch [57][1900/1997] lr: 7.500e-04, eta: 1 day, 1:07:37, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8706, loss_cls: 1.2815, loss: 1.2815, grad_norm: 6.0925 2020-10-02 15:29:41,836 - mmaction - INFO - Epoch [57][1920/1997] lr: 7.500e-04, eta: 1 day, 1:07:16, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8784, loss_cls: 1.2407, loss: 1.2407, grad_norm: 5.7257 2020-10-02 15:30:03,563 - mmaction - INFO - Epoch [57][1940/1997] lr: 7.500e-04, eta: 1 day, 1:06:55, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8646, loss_cls: 1.3306, loss: 1.3306, grad_norm: 5.8665 2020-10-02 15:30:24,786 - mmaction - INFO - Epoch [57][1960/1997] lr: 7.500e-04, eta: 1 day, 1:06:34, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8625, loss_cls: 1.3100, loss: 1.3100, grad_norm: 5.9308 2020-10-02 15:30:45,532 - mmaction - INFO - Epoch [57][1980/1997] lr: 7.500e-04, eta: 1 day, 1:06:13, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8620, loss_cls: 1.3428, loss: 1.3428, grad_norm: 5.9447 2020-10-02 15:31:04,752 - mmaction - INFO - Saving checkpoint at 57 epochs 2020-10-02 15:31:51,915 - mmaction - INFO - Epoch [58][20/1997] lr: 7.500e-04, eta: 1 day, 1:05:39, time: 2.305, data_time: 1.415, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8643, loss_cls: 1.3223, loss: 1.3223, grad_norm: 5.8757 2020-10-02 15:32:13,113 - mmaction - INFO - Epoch [58][40/1997] lr: 7.500e-04, eta: 1 day, 1:05:18, time: 1.061, data_time: 0.003, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8734, loss_cls: 1.2698, loss: 1.2698, grad_norm: 5.8845 2020-10-02 15:32:33,025 - mmaction - INFO - Epoch [58][60/1997] lr: 7.500e-04, eta: 1 day, 1:04:57, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8727, loss_cls: 1.2824, loss: 1.2824, grad_norm: 5.8410 2020-10-02 15:32:55,329 - mmaction - INFO - Epoch [58][80/1997] lr: 7.500e-04, eta: 1 day, 1:04:36, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8729, loss_cls: 1.2914, loss: 1.2914, grad_norm: 5.8569 2020-10-02 15:33:16,102 - mmaction - INFO - Epoch [58][100/1997] lr: 7.500e-04, eta: 1 day, 1:04:15, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8784, loss_cls: 1.2456, loss: 1.2456, grad_norm: 5.6251 2020-10-02 15:33:37,088 - mmaction - INFO - Epoch [58][120/1997] lr: 7.500e-04, eta: 1 day, 1:03:54, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8773, loss_cls: 1.2584, loss: 1.2584, grad_norm: 5.8320 2020-10-02 15:33:58,433 - mmaction - INFO - Epoch [58][140/1997] lr: 7.500e-04, eta: 1 day, 1:03:33, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8633, loss_cls: 1.3239, loss: 1.3239, grad_norm: 5.8269 2020-10-02 15:34:19,308 - mmaction - INFO - Epoch [58][160/1997] lr: 7.500e-04, eta: 1 day, 1:03:12, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8742, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.8538 2020-10-02 15:34:39,998 - mmaction - INFO - Epoch [58][180/1997] lr: 7.500e-04, eta: 1 day, 1:02:51, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8771, loss_cls: 1.2474, loss: 1.2474, grad_norm: 5.7924 2020-10-02 15:35:01,441 - mmaction - INFO - Epoch [58][200/1997] lr: 7.500e-04, eta: 1 day, 1:02:30, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8854, loss_cls: 1.1976, loss: 1.1976, grad_norm: 5.7354 2020-10-02 15:35:21,537 - mmaction - INFO - Epoch [58][220/1997] lr: 7.500e-04, eta: 1 day, 1:02:08, time: 1.004, data_time: 0.001, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8802, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.8670 2020-10-02 15:35:43,365 - mmaction - INFO - Epoch [58][240/1997] lr: 7.500e-04, eta: 1 day, 1:01:48, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8792, loss_cls: 1.2065, loss: 1.2065, grad_norm: 5.6861 2020-10-02 15:36:03,918 - mmaction - INFO - Epoch [58][260/1997] lr: 7.500e-04, eta: 1 day, 1:01:26, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8807, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.8401 2020-10-02 15:36:25,502 - mmaction - INFO - Epoch [58][280/1997] lr: 7.500e-04, eta: 1 day, 1:01:06, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8773, loss_cls: 1.2181, loss: 1.2181, grad_norm: 5.7550 2020-10-02 15:36:45,876 - mmaction - INFO - Epoch [58][300/1997] lr: 7.500e-04, eta: 1 day, 1:00:44, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8563, loss_cls: 1.3458, loss: 1.3458, grad_norm: 5.9076 2020-10-02 15:37:06,686 - mmaction - INFO - Epoch [58][320/1997] lr: 7.500e-04, eta: 1 day, 1:00:23, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8677, loss_cls: 1.2832, loss: 1.2832, grad_norm: 5.8209 2020-10-02 15:37:27,109 - mmaction - INFO - Epoch [58][340/1997] lr: 7.500e-04, eta: 1 day, 1:00:01, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.3041, loss: 1.3041, grad_norm: 5.8966 2020-10-02 15:37:47,962 - mmaction - INFO - Epoch [58][360/1997] lr: 7.500e-04, eta: 1 day, 0:59:40, time: 1.042, data_time: 0.088, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8714, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.8902 2020-10-02 15:38:09,739 - mmaction - INFO - Epoch [58][380/1997] lr: 7.500e-04, eta: 1 day, 0:59:20, time: 1.090, data_time: 0.355, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8755, loss_cls: 1.2459, loss: 1.2459, grad_norm: 5.7008 2020-10-02 15:38:29,607 - mmaction - INFO - Epoch [58][400/1997] lr: 7.500e-04, eta: 1 day, 0:58:58, time: 0.993, data_time: 0.207, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8651, loss_cls: 1.3125, loss: 1.3125, grad_norm: 5.8966 2020-10-02 15:38:50,508 - mmaction - INFO - Epoch [58][420/1997] lr: 7.500e-04, eta: 1 day, 0:58:37, time: 1.044, data_time: 0.155, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8799, loss_cls: 1.2258, loss: 1.2258, grad_norm: 5.6025 2020-10-02 15:39:12,892 - mmaction - INFO - Epoch [58][440/1997] lr: 7.500e-04, eta: 1 day, 0:58:17, time: 1.119, data_time: 0.102, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8682, loss_cls: 1.3049, loss: 1.3049, grad_norm: 5.9226 2020-10-02 15:39:31,896 - mmaction - INFO - Epoch [58][460/1997] lr: 7.500e-04, eta: 1 day, 0:57:54, time: 0.951, data_time: 0.003, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8664, loss_cls: 1.3081, loss: 1.3081, grad_norm: 5.9579 2020-10-02 15:39:53,037 - mmaction - INFO - Epoch [58][480/1997] lr: 7.500e-04, eta: 1 day, 0:57:33, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8823, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.9011 2020-10-02 15:40:14,433 - mmaction - INFO - Epoch [58][500/1997] lr: 7.500e-04, eta: 1 day, 0:57:12, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8685, loss_cls: 1.3180, loss: 1.3180, grad_norm: 5.9395 2020-10-02 15:40:35,143 - mmaction - INFO - Epoch [58][520/1997] lr: 7.500e-04, eta: 1 day, 0:56:51, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8763, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.9376 2020-10-02 15:40:56,362 - mmaction - INFO - Epoch [58][540/1997] lr: 7.500e-04, eta: 1 day, 0:56:30, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8685, loss_cls: 1.3164, loss: 1.3164, grad_norm: 5.8751 2020-10-02 15:41:17,030 - mmaction - INFO - Epoch [58][560/1997] lr: 7.500e-04, eta: 1 day, 0:56:09, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8792, loss_cls: 1.2425, loss: 1.2425, grad_norm: 5.9347 2020-10-02 15:41:37,326 - mmaction - INFO - Epoch [58][580/1997] lr: 7.500e-04, eta: 1 day, 0:55:47, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8716, loss_cls: 1.3033, loss: 1.3033, grad_norm: 5.8717 2020-10-02 15:41:58,169 - mmaction - INFO - Epoch [58][600/1997] lr: 7.500e-04, eta: 1 day, 0:55:26, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.3125, loss: 1.3125, grad_norm: 5.9142 2020-10-02 15:42:19,338 - mmaction - INFO - Epoch [58][620/1997] lr: 7.500e-04, eta: 1 day, 0:55:05, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8833, loss_cls: 1.2399, loss: 1.2399, grad_norm: 5.8184 2020-10-02 15:42:40,252 - mmaction - INFO - Epoch [58][640/1997] lr: 7.500e-04, eta: 1 day, 0:54:44, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8672, loss_cls: 1.3206, loss: 1.3206, grad_norm: 5.8149 2020-10-02 15:43:01,817 - mmaction - INFO - Epoch [58][660/1997] lr: 7.500e-04, eta: 1 day, 0:54:23, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8661, loss_cls: 1.2949, loss: 1.2949, grad_norm: 5.9167 2020-10-02 15:43:22,023 - mmaction - INFO - Epoch [58][680/1997] lr: 7.500e-04, eta: 1 day, 0:54:02, time: 1.012, data_time: 0.004, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8724, loss_cls: 1.2749, loss: 1.2749, grad_norm: 5.7638 2020-10-02 15:43:42,152 - mmaction - INFO - Epoch [58][700/1997] lr: 7.500e-04, eta: 1 day, 0:53:40, time: 1.007, data_time: 0.006, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8771, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.8437 2020-10-02 15:44:04,145 - mmaction - INFO - Epoch [58][720/1997] lr: 7.500e-04, eta: 1 day, 0:53:20, time: 1.099, data_time: 0.001, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8747, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.7568 2020-10-02 15:44:24,999 - mmaction - INFO - Epoch [58][740/1997] lr: 7.500e-04, eta: 1 day, 0:52:58, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8768, loss_cls: 1.2351, loss: 1.2351, grad_norm: 5.6945 2020-10-02 15:44:46,387 - mmaction - INFO - Epoch [58][760/1997] lr: 7.500e-04, eta: 1 day, 0:52:38, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8750, loss_cls: 1.2397, loss: 1.2397, grad_norm: 5.6677 2020-10-02 15:45:08,074 - mmaction - INFO - Epoch [58][780/1997] lr: 7.500e-04, eta: 1 day, 0:52:17, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8768, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.7500 2020-10-02 15:45:28,032 - mmaction - INFO - Epoch [58][800/1997] lr: 7.500e-04, eta: 1 day, 0:51:55, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8706, loss_cls: 1.2618, loss: 1.2618, grad_norm: 5.8063 2020-10-02 15:45:48,600 - mmaction - INFO - Epoch [58][820/1997] lr: 7.500e-04, eta: 1 day, 0:51:34, time: 1.030, data_time: 0.003, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8755, loss_cls: 1.2670, loss: 1.2670, grad_norm: 5.8998 2020-10-02 15:46:09,709 - mmaction - INFO - Epoch [58][840/1997] lr: 7.500e-04, eta: 1 day, 0:51:13, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3405, loss: 1.3405, grad_norm: 5.9996 2020-10-02 15:46:29,821 - mmaction - INFO - Epoch [58][860/1997] lr: 7.500e-04, eta: 1 day, 0:50:51, time: 1.006, data_time: 0.001, memory: 8350, top1_acc: 0.6812, top5_acc: 0.8714, loss_cls: 1.2926, loss: 1.2926, grad_norm: 5.8582 2020-10-02 15:46:52,364 - mmaction - INFO - Epoch [58][880/1997] lr: 7.500e-04, eta: 1 day, 0:50:31, time: 1.128, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8638, loss_cls: 1.3359, loss: 1.3359, grad_norm: 5.9210 2020-10-02 15:47:12,811 - mmaction - INFO - Epoch [58][900/1997] lr: 7.500e-04, eta: 1 day, 0:50:10, time: 1.022, data_time: 0.001, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8701, loss_cls: 1.3131, loss: 1.3131, grad_norm: 5.9770 2020-10-02 15:47:34,051 - mmaction - INFO - Epoch [58][920/1997] lr: 7.500e-04, eta: 1 day, 0:49:49, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8792, loss_cls: 1.2471, loss: 1.2471, grad_norm: 5.7886 2020-10-02 15:47:55,136 - mmaction - INFO - Epoch [58][940/1997] lr: 7.500e-04, eta: 1 day, 0:49:28, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8685, loss_cls: 1.3149, loss: 1.3149, grad_norm: 6.0471 2020-10-02 15:48:14,640 - mmaction - INFO - Epoch [58][960/1997] lr: 7.500e-04, eta: 1 day, 0:49:05, time: 0.976, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8776, loss_cls: 1.2707, loss: 1.2707, grad_norm: 5.9406 2020-10-02 15:48:35,175 - mmaction - INFO - Epoch [58][980/1997] lr: 7.500e-04, eta: 1 day, 0:48:44, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8755, loss_cls: 1.3171, loss: 1.3171, grad_norm: 5.9394 2020-10-02 15:48:56,327 - mmaction - INFO - Epoch [58][1000/1997] lr: 7.500e-04, eta: 1 day, 0:48:23, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8732, loss_cls: 1.3010, loss: 1.3010, grad_norm: 5.9677 2020-10-02 15:49:17,789 - mmaction - INFO - Epoch [58][1020/1997] lr: 7.500e-04, eta: 1 day, 0:48:02, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8737, loss_cls: 1.2701, loss: 1.2701, grad_norm: 5.8162 2020-10-02 15:49:39,782 - mmaction - INFO - Epoch [58][1040/1997] lr: 7.500e-04, eta: 1 day, 0:47:42, time: 1.100, data_time: 0.003, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8727, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.9013 2020-10-02 15:49:59,445 - mmaction - INFO - Epoch [58][1060/1997] lr: 7.500e-04, eta: 1 day, 0:47:20, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2847, loss: 1.2847, grad_norm: 5.9715 2020-10-02 15:50:20,833 - mmaction - INFO - Epoch [58][1080/1997] lr: 7.500e-04, eta: 1 day, 0:46:59, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8747, loss_cls: 1.2871, loss: 1.2871, grad_norm: 5.9340 2020-10-02 15:50:42,380 - mmaction - INFO - Epoch [58][1100/1997] lr: 7.500e-04, eta: 1 day, 0:46:38, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8708, loss_cls: 1.2859, loss: 1.2859, grad_norm: 6.0585 2020-10-02 15:51:04,521 - mmaction - INFO - Epoch [58][1120/1997] lr: 7.500e-04, eta: 1 day, 0:46:18, time: 1.106, data_time: 0.001, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8768, loss_cls: 1.2638, loss: 1.2638, grad_norm: 5.8194 2020-10-02 15:51:26,579 - mmaction - INFO - Epoch [58][1140/1997] lr: 7.500e-04, eta: 1 day, 0:45:58, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8760, loss_cls: 1.2916, loss: 1.2916, grad_norm: 5.9037 2020-10-02 15:51:45,542 - mmaction - INFO - Epoch [58][1160/1997] lr: 7.500e-04, eta: 1 day, 0:45:35, time: 0.948, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8693, loss_cls: 1.2700, loss: 1.2700, grad_norm: 5.8295 2020-10-02 15:52:07,391 - mmaction - INFO - Epoch [58][1180/1997] lr: 7.500e-04, eta: 1 day, 0:45:15, time: 1.093, data_time: 0.003, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8682, loss_cls: 1.2936, loss: 1.2936, grad_norm: 5.7752 2020-10-02 15:52:28,717 - mmaction - INFO - Epoch [58][1200/1997] lr: 7.500e-04, eta: 1 day, 0:44:54, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8693, loss_cls: 1.3088, loss: 1.3088, grad_norm: 5.8261 2020-10-02 15:52:48,172 - mmaction - INFO - Epoch [58][1220/1997] lr: 7.500e-04, eta: 1 day, 0:44:32, time: 0.973, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8750, loss_cls: 1.2939, loss: 1.2939, grad_norm: 5.9383 2020-10-02 15:53:09,696 - mmaction - INFO - Epoch [58][1240/1997] lr: 7.500e-04, eta: 1 day, 0:44:11, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3281, loss: 1.3281, grad_norm: 6.0044 2020-10-02 15:53:30,058 - mmaction - INFO - Epoch [58][1260/1997] lr: 7.500e-04, eta: 1 day, 0:43:50, time: 1.018, data_time: 0.011, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8721, loss_cls: 1.3019, loss: 1.3019, grad_norm: 5.8894 2020-10-02 15:53:51,538 - mmaction - INFO - Epoch [58][1280/1997] lr: 7.500e-04, eta: 1 day, 0:43:29, time: 1.074, data_time: 0.045, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8677, loss_cls: 1.2775, loss: 1.2775, grad_norm: 5.8868 2020-10-02 15:54:13,158 - mmaction - INFO - Epoch [58][1300/1997] lr: 7.500e-04, eta: 1 day, 0:43:08, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8776, loss_cls: 1.2573, loss: 1.2573, grad_norm: 5.8009 2020-10-02 15:54:34,167 - mmaction - INFO - Epoch [58][1320/1997] lr: 7.500e-04, eta: 1 day, 0:42:47, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8732, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.8792 2020-10-02 15:54:54,124 - mmaction - INFO - Epoch [58][1340/1997] lr: 7.500e-04, eta: 1 day, 0:42:25, time: 0.998, data_time: 0.001, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8672, loss_cls: 1.3164, loss: 1.3164, grad_norm: 5.9557 2020-10-02 15:55:16,750 - mmaction - INFO - Epoch [58][1360/1997] lr: 7.500e-04, eta: 1 day, 0:42:05, time: 1.132, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8766, loss_cls: 1.2845, loss: 1.2845, grad_norm: 6.0215 2020-10-02 15:55:37,302 - mmaction - INFO - Epoch [58][1380/1997] lr: 7.500e-04, eta: 1 day, 0:41:44, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8745, loss_cls: 1.2578, loss: 1.2578, grad_norm: 5.6852 2020-10-02 15:55:57,578 - mmaction - INFO - Epoch [58][1400/1997] lr: 7.500e-04, eta: 1 day, 0:41:22, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8784, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.7365 2020-10-02 15:56:19,280 - mmaction - INFO - Epoch [58][1420/1997] lr: 7.500e-04, eta: 1 day, 0:41:02, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8776, loss_cls: 1.2605, loss: 1.2605, grad_norm: 5.9331 2020-10-02 15:56:40,077 - mmaction - INFO - Epoch [58][1440/1997] lr: 7.500e-04, eta: 1 day, 0:40:41, time: 1.040, data_time: 0.139, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8706, loss_cls: 1.2949, loss: 1.2949, grad_norm: 5.9619 2020-10-02 15:57:00,935 - mmaction - INFO - Epoch [58][1460/1997] lr: 7.500e-04, eta: 1 day, 0:40:19, time: 1.043, data_time: 0.296, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8690, loss_cls: 1.2944, loss: 1.2944, grad_norm: 5.8848 2020-10-02 15:57:23,033 - mmaction - INFO - Epoch [58][1480/1997] lr: 7.500e-04, eta: 1 day, 0:39:59, time: 1.105, data_time: 0.244, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8745, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.8661 2020-10-02 15:57:42,591 - mmaction - INFO - Epoch [58][1500/1997] lr: 7.500e-04, eta: 1 day, 0:39:37, time: 0.977, data_time: 0.005, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8763, loss_cls: 1.2666, loss: 1.2666, grad_norm: 5.7841 2020-10-02 15:58:03,762 - mmaction - INFO - Epoch [58][1520/1997] lr: 7.500e-04, eta: 1 day, 0:39:16, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8833, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.8027 2020-10-02 15:58:25,082 - mmaction - INFO - Epoch [58][1540/1997] lr: 7.500e-04, eta: 1 day, 0:38:55, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3110, loss: 1.3110, grad_norm: 5.9852 2020-10-02 15:58:45,148 - mmaction - INFO - Epoch [58][1560/1997] lr: 7.500e-04, eta: 1 day, 0:38:34, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8714, loss_cls: 1.3057, loss: 1.3057, grad_norm: 5.9307 2020-10-02 15:59:06,435 - mmaction - INFO - Epoch [58][1580/1997] lr: 7.500e-04, eta: 1 day, 0:38:13, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8641, loss_cls: 1.2731, loss: 1.2731, grad_norm: 5.8341 2020-10-02 15:59:27,049 - mmaction - INFO - Epoch [58][1600/1997] lr: 7.500e-04, eta: 1 day, 0:37:51, time: 1.031, data_time: 0.005, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8708, loss_cls: 1.3004, loss: 1.3004, grad_norm: 5.9323 2020-10-02 15:59:48,543 - mmaction - INFO - Epoch [58][1620/1997] lr: 7.500e-04, eta: 1 day, 0:37:31, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8727, loss_cls: 1.2925, loss: 1.2925, grad_norm: 5.9489 2020-10-02 16:00:09,500 - mmaction - INFO - Epoch [58][1640/1997] lr: 7.500e-04, eta: 1 day, 0:37:09, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8747, loss_cls: 1.2596, loss: 1.2596, grad_norm: 5.8876 2020-10-02 16:00:30,777 - mmaction - INFO - Epoch [58][1660/1997] lr: 7.500e-04, eta: 1 day, 0:36:49, time: 1.066, data_time: 0.003, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8651, loss_cls: 1.3277, loss: 1.3277, grad_norm: 5.9922 2020-10-02 16:00:52,147 - mmaction - INFO - Epoch [58][1680/1997] lr: 7.500e-04, eta: 1 day, 0:36:28, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8750, loss_cls: 1.2653, loss: 1.2653, grad_norm: 5.7327 2020-10-02 16:01:12,027 - mmaction - INFO - Epoch [58][1700/1997] lr: 7.500e-04, eta: 1 day, 0:36:06, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8745, loss_cls: 1.2831, loss: 1.2831, grad_norm: 5.9429 2020-10-02 16:01:33,645 - mmaction - INFO - Epoch [58][1720/1997] lr: 7.500e-04, eta: 1 day, 0:35:45, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8737, loss_cls: 1.2914, loss: 1.2914, grad_norm: 5.8638 2020-10-02 16:01:54,223 - mmaction - INFO - Epoch [58][1740/1997] lr: 7.500e-04, eta: 1 day, 0:35:24, time: 1.029, data_time: 0.003, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8656, loss_cls: 1.3260, loss: 1.3260, grad_norm: 5.8986 2020-10-02 16:02:15,185 - mmaction - INFO - Epoch [58][1760/1997] lr: 7.500e-04, eta: 1 day, 0:35:03, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8760, loss_cls: 1.2548, loss: 1.2548, grad_norm: 5.7904 2020-10-02 16:02:37,253 - mmaction - INFO - Epoch [58][1780/1997] lr: 7.500e-04, eta: 1 day, 0:34:42, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8667, loss_cls: 1.2840, loss: 1.2840, grad_norm: 5.8548 2020-10-02 16:02:57,908 - mmaction - INFO - Epoch [58][1800/1997] lr: 7.500e-04, eta: 1 day, 0:34:21, time: 1.033, data_time: 0.011, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8711, loss_cls: 1.2914, loss: 1.2914, grad_norm: 5.9624 2020-10-02 16:03:18,163 - mmaction - INFO - Epoch [58][1820/1997] lr: 7.500e-04, eta: 1 day, 0:34:00, time: 1.013, data_time: 0.048, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8815, loss_cls: 1.2450, loss: 1.2450, grad_norm: 5.8416 2020-10-02 16:03:38,831 - mmaction - INFO - Epoch [58][1840/1997] lr: 7.500e-04, eta: 1 day, 0:33:38, time: 1.033, data_time: 0.024, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8674, loss_cls: 1.3033, loss: 1.3033, grad_norm: 5.9337 2020-10-02 16:04:00,298 - mmaction - INFO - Epoch [58][1860/1997] lr: 7.500e-04, eta: 1 day, 0:33:17, time: 1.073, data_time: 0.014, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8721, loss_cls: 1.3047, loss: 1.3047, grad_norm: 5.9823 2020-10-02 16:04:22,227 - mmaction - INFO - Epoch [58][1880/1997] lr: 7.500e-04, eta: 1 day, 0:32:57, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8727, loss_cls: 1.2421, loss: 1.2421, grad_norm: 5.7592 2020-10-02 16:04:42,829 - mmaction - INFO - Epoch [58][1900/1997] lr: 7.500e-04, eta: 1 day, 0:32:36, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8888, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.7463 2020-10-02 16:05:04,054 - mmaction - INFO - Epoch [58][1920/1997] lr: 7.500e-04, eta: 1 day, 0:32:15, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8870, loss_cls: 1.2325, loss: 1.2325, grad_norm: 5.8439 2020-10-02 16:05:24,501 - mmaction - INFO - Epoch [58][1940/1997] lr: 7.500e-04, eta: 1 day, 0:31:53, time: 1.024, data_time: 0.003, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8724, loss_cls: 1.3151, loss: 1.3151, grad_norm: 5.9263 2020-10-02 16:05:45,399 - mmaction - INFO - Epoch [58][1960/1997] lr: 7.500e-04, eta: 1 day, 0:31:32, time: 1.044, data_time: 0.030, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8667, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.8107 2020-10-02 16:06:05,715 - mmaction - INFO - Epoch [58][1980/1997] lr: 7.500e-04, eta: 1 day, 0:31:11, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8633, loss_cls: 1.3195, loss: 1.3195, grad_norm: 5.8869 2020-10-02 16:06:25,050 - mmaction - INFO - Saving checkpoint at 58 epochs 2020-10-02 16:07:12,655 - mmaction - INFO - Epoch [59][20/1997] lr: 7.500e-04, eta: 1 day, 0:30:37, time: 2.345, data_time: 1.270, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8810, loss_cls: 1.2211, loss: 1.2211, grad_norm: 5.6051 2020-10-02 16:07:33,531 - mmaction - INFO - Epoch [59][40/1997] lr: 7.500e-04, eta: 1 day, 0:30:16, time: 1.045, data_time: 0.014, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2545, loss: 1.2545, grad_norm: 5.8313 2020-10-02 16:07:53,994 - mmaction - INFO - Epoch [59][60/1997] lr: 7.500e-04, eta: 1 day, 0:29:55, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8742, loss_cls: 1.2797, loss: 1.2797, grad_norm: 5.8350 2020-10-02 16:08:14,901 - mmaction - INFO - Epoch [59][80/1997] lr: 7.500e-04, eta: 1 day, 0:29:34, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2889, loss: 1.2889, grad_norm: 5.9741 2020-10-02 16:08:36,699 - mmaction - INFO - Epoch [59][100/1997] lr: 7.500e-04, eta: 1 day, 0:29:13, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8904, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.8247 2020-10-02 16:08:57,932 - mmaction - INFO - Epoch [59][120/1997] lr: 7.500e-04, eta: 1 day, 0:28:52, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8815, loss_cls: 1.2463, loss: 1.2463, grad_norm: 5.8250 2020-10-02 16:09:19,009 - mmaction - INFO - Epoch [59][140/1997] lr: 7.500e-04, eta: 1 day, 0:28:31, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.2200, loss: 1.2200, grad_norm: 5.7132 2020-10-02 16:09:39,620 - mmaction - INFO - Epoch [59][160/1997] lr: 7.500e-04, eta: 1 day, 0:28:10, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8654, loss_cls: 1.3243, loss: 1.3243, grad_norm: 6.1191 2020-10-02 16:10:00,361 - mmaction - INFO - Epoch [59][180/1997] lr: 7.500e-04, eta: 1 day, 0:27:49, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8698, loss_cls: 1.3105, loss: 1.3105, grad_norm: 6.0018 2020-10-02 16:10:21,839 - mmaction - INFO - Epoch [59][200/1997] lr: 7.500e-04, eta: 1 day, 0:27:28, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2534, loss: 1.2534, grad_norm: 5.7470 2020-10-02 16:10:42,520 - mmaction - INFO - Epoch [59][220/1997] lr: 7.500e-04, eta: 1 day, 0:27:07, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8729, loss_cls: 1.2816, loss: 1.2816, grad_norm: 5.8625 2020-10-02 16:11:03,189 - mmaction - INFO - Epoch [59][240/1997] lr: 7.500e-04, eta: 1 day, 0:26:45, time: 1.033, data_time: 0.107, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8661, loss_cls: 1.3103, loss: 1.3103, grad_norm: 5.9078 2020-10-02 16:11:23,418 - mmaction - INFO - Epoch [59][260/1997] lr: 7.500e-04, eta: 1 day, 0:26:24, time: 1.011, data_time: 0.228, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8823, loss_cls: 1.2154, loss: 1.2154, grad_norm: 5.8238 2020-10-02 16:11:44,679 - mmaction - INFO - Epoch [59][280/1997] lr: 7.500e-04, eta: 1 day, 0:26:03, time: 1.063, data_time: 0.443, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8716, loss_cls: 1.3120, loss: 1.3120, grad_norm: 5.9675 2020-10-02 16:12:07,177 - mmaction - INFO - Epoch [59][300/1997] lr: 7.500e-04, eta: 1 day, 0:25:43, time: 1.125, data_time: 0.191, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8849, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.8657 2020-10-02 16:12:28,890 - mmaction - INFO - Epoch [59][320/1997] lr: 7.500e-04, eta: 1 day, 0:25:22, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8747, loss_cls: 1.3065, loss: 1.3065, grad_norm: 5.9325 2020-10-02 16:12:49,245 - mmaction - INFO - Epoch [59][340/1997] lr: 7.500e-04, eta: 1 day, 0:25:01, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8643, loss_cls: 1.3089, loss: 1.3089, grad_norm: 5.8460 2020-10-02 16:13:09,856 - mmaction - INFO - Epoch [59][360/1997] lr: 7.500e-04, eta: 1 day, 0:24:39, time: 1.033, data_time: 0.003, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.2379, loss: 1.2379, grad_norm: 5.8888 2020-10-02 16:13:31,128 - mmaction - INFO - Epoch [59][380/1997] lr: 7.500e-04, eta: 1 day, 0:24:18, time: 1.063, data_time: 0.022, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8721, loss_cls: 1.3018, loss: 1.3018, grad_norm: 6.1117 2020-10-02 16:13:51,919 - mmaction - INFO - Epoch [59][400/1997] lr: 7.500e-04, eta: 1 day, 0:23:57, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8815, loss_cls: 1.2362, loss: 1.2362, grad_norm: 5.9190 2020-10-02 16:14:12,930 - mmaction - INFO - Epoch [59][420/1997] lr: 7.500e-04, eta: 1 day, 0:23:36, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8729, loss_cls: 1.2806, loss: 1.2806, grad_norm: 5.8037 2020-10-02 16:14:33,800 - mmaction - INFO - Epoch [59][440/1997] lr: 7.500e-04, eta: 1 day, 0:23:15, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8740, loss_cls: 1.2878, loss: 1.2878, grad_norm: 5.9156 2020-10-02 16:14:53,490 - mmaction - INFO - Epoch [59][460/1997] lr: 7.500e-04, eta: 1 day, 0:22:53, time: 0.985, data_time: 0.021, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8857, loss_cls: 1.2154, loss: 1.2154, grad_norm: 5.7533 2020-10-02 16:15:15,270 - mmaction - INFO - Epoch [59][480/1997] lr: 7.500e-04, eta: 1 day, 0:22:32, time: 1.089, data_time: 0.014, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8831, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.7563 2020-10-02 16:15:36,501 - mmaction - INFO - Epoch [59][500/1997] lr: 7.500e-04, eta: 1 day, 0:22:11, time: 1.061, data_time: 0.023, memory: 8350, top1_acc: 0.6771, top5_acc: 0.8719, loss_cls: 1.3217, loss: 1.3217, grad_norm: 6.0063 2020-10-02 16:15:57,374 - mmaction - INFO - Epoch [59][520/1997] lr: 7.500e-04, eta: 1 day, 0:21:50, time: 1.042, data_time: 0.188, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8742, loss_cls: 1.2283, loss: 1.2283, grad_norm: 5.7478 2020-10-02 16:16:18,179 - mmaction - INFO - Epoch [59][540/1997] lr: 7.500e-04, eta: 1 day, 0:21:29, time: 1.042, data_time: 0.034, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8807, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.8832 2020-10-02 16:16:39,596 - mmaction - INFO - Epoch [59][560/1997] lr: 7.500e-04, eta: 1 day, 0:21:08, time: 1.070, data_time: 0.099, memory: 8350, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3185, loss: 1.3185, grad_norm: 5.9655 2020-10-02 16:16:59,793 - mmaction - INFO - Epoch [59][580/1997] lr: 7.500e-04, eta: 1 day, 0:20:47, time: 1.010, data_time: 0.070, memory: 8350, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3487, loss: 1.3487, grad_norm: 5.9902 2020-10-02 16:17:20,245 - mmaction - INFO - Epoch [59][600/1997] lr: 7.500e-04, eta: 1 day, 0:20:25, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8781, loss_cls: 1.2218, loss: 1.2218, grad_norm: 5.7315 2020-10-02 16:17:41,408 - mmaction - INFO - Epoch [59][620/1997] lr: 7.500e-04, eta: 1 day, 0:20:04, time: 1.058, data_time: 0.017, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8716, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.9767 2020-10-02 16:18:01,682 - mmaction - INFO - Epoch [59][640/1997] lr: 7.500e-04, eta: 1 day, 0:19:43, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8732, loss_cls: 1.3131, loss: 1.3131, grad_norm: 6.0144 2020-10-02 16:18:23,092 - mmaction - INFO - Epoch [59][660/1997] lr: 7.500e-04, eta: 1 day, 0:19:22, time: 1.071, data_time: 0.033, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8727, loss_cls: 1.2761, loss: 1.2761, grad_norm: 5.9787 2020-10-02 16:18:43,664 - mmaction - INFO - Epoch [59][680/1997] lr: 7.500e-04, eta: 1 day, 0:19:00, time: 1.028, data_time: 0.099, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8734, loss_cls: 1.3003, loss: 1.3003, grad_norm: 5.9134 2020-10-02 16:19:04,637 - mmaction - INFO - Epoch [59][700/1997] lr: 7.500e-04, eta: 1 day, 0:18:39, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8727, loss_cls: 1.3006, loss: 1.3006, grad_norm: 5.9937 2020-10-02 16:19:24,884 - mmaction - INFO - Epoch [59][720/1997] lr: 7.500e-04, eta: 1 day, 0:18:18, time: 1.011, data_time: 0.005, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8701, loss_cls: 1.3118, loss: 1.3118, grad_norm: 5.9419 2020-10-02 16:19:46,303 - mmaction - INFO - Epoch [59][740/1997] lr: 7.500e-04, eta: 1 day, 0:17:57, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8708, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.9760 2020-10-02 16:20:07,422 - mmaction - INFO - Epoch [59][760/1997] lr: 7.500e-04, eta: 1 day, 0:17:36, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8669, loss_cls: 1.3103, loss: 1.3103, grad_norm: 5.9963 2020-10-02 16:20:28,166 - mmaction - INFO - Epoch [59][780/1997] lr: 7.500e-04, eta: 1 day, 0:17:15, time: 1.038, data_time: 0.025, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8753, loss_cls: 1.2648, loss: 1.2648, grad_norm: 5.9853 2020-10-02 16:20:49,941 - mmaction - INFO - Epoch [59][800/1997] lr: 7.500e-04, eta: 1 day, 0:16:54, time: 1.089, data_time: 0.008, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8701, loss_cls: 1.3036, loss: 1.3036, grad_norm: 6.0814 2020-10-02 16:21:09,547 - mmaction - INFO - Epoch [59][820/1997] lr: 7.500e-04, eta: 1 day, 0:16:32, time: 0.981, data_time: 0.004, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8766, loss_cls: 1.2520, loss: 1.2520, grad_norm: 5.8473 2020-10-02 16:21:31,025 - mmaction - INFO - Epoch [59][840/1997] lr: 7.500e-04, eta: 1 day, 0:16:11, time: 1.075, data_time: 0.019, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8807, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.9142 2020-10-02 16:21:51,064 - mmaction - INFO - Epoch [59][860/1997] lr: 7.500e-04, eta: 1 day, 0:15:50, time: 1.001, data_time: 0.005, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8724, loss_cls: 1.2815, loss: 1.2815, grad_norm: 5.8370 2020-10-02 16:22:12,783 - mmaction - INFO - Epoch [59][880/1997] lr: 7.500e-04, eta: 1 day, 0:15:29, time: 1.086, data_time: 0.001, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2951, loss: 1.2951, grad_norm: 5.9418 2020-10-02 16:22:33,622 - mmaction - INFO - Epoch [59][900/1997] lr: 7.500e-04, eta: 1 day, 0:15:08, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8747, loss_cls: 1.2549, loss: 1.2549, grad_norm: 5.9024 2020-10-02 16:22:54,074 - mmaction - INFO - Epoch [59][920/1997] lr: 7.500e-04, eta: 1 day, 0:14:46, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8703, loss_cls: 1.2743, loss: 1.2743, grad_norm: 5.8326 2020-10-02 16:23:15,440 - mmaction - INFO - Epoch [59][940/1997] lr: 7.500e-04, eta: 1 day, 0:14:26, time: 1.069, data_time: 0.003, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8763, loss_cls: 1.2698, loss: 1.2698, grad_norm: 5.9128 2020-10-02 16:23:36,566 - mmaction - INFO - Epoch [59][960/1997] lr: 7.500e-04, eta: 1 day, 0:14:05, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8680, loss_cls: 1.2826, loss: 1.2826, grad_norm: 5.8451 2020-10-02 16:23:57,090 - mmaction - INFO - Epoch [59][980/1997] lr: 7.500e-04, eta: 1 day, 0:13:43, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8721, loss_cls: 1.2900, loss: 1.2900, grad_norm: 5.9359 2020-10-02 16:24:17,950 - mmaction - INFO - Epoch [59][1000/1997] lr: 7.500e-04, eta: 1 day, 0:13:22, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8620, loss_cls: 1.3116, loss: 1.3116, grad_norm: 5.9894 2020-10-02 16:24:38,783 - mmaction - INFO - Epoch [59][1020/1997] lr: 7.500e-04, eta: 1 day, 0:13:01, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8734, loss_cls: 1.2673, loss: 1.2673, grad_norm: 5.9373 2020-10-02 16:25:00,256 - mmaction - INFO - Epoch [59][1040/1997] lr: 7.500e-04, eta: 1 day, 0:12:40, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8688, loss_cls: 1.2943, loss: 1.2943, grad_norm: 5.9380 2020-10-02 16:25:20,493 - mmaction - INFO - Epoch [59][1060/1997] lr: 7.500e-04, eta: 1 day, 0:12:18, time: 1.013, data_time: 0.081, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8732, loss_cls: 1.2767, loss: 1.2767, grad_norm: 5.7606 2020-10-02 16:25:42,694 - mmaction - INFO - Epoch [59][1080/1997] lr: 7.500e-04, eta: 1 day, 0:11:58, time: 1.109, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8680, loss_cls: 1.2717, loss: 1.2717, grad_norm: 5.8812 2020-10-02 16:26:03,360 - mmaction - INFO - Epoch [59][1100/1997] lr: 7.500e-04, eta: 1 day, 0:11:37, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8807, loss_cls: 1.2392, loss: 1.2392, grad_norm: 5.8575 2020-10-02 16:26:22,682 - mmaction - INFO - Epoch [59][1120/1997] lr: 7.500e-04, eta: 1 day, 0:11:15, time: 0.966, data_time: 0.001, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8750, loss_cls: 1.2841, loss: 1.2841, grad_norm: 6.0106 2020-10-02 16:26:44,554 - mmaction - INFO - Epoch [59][1140/1997] lr: 7.500e-04, eta: 1 day, 0:10:54, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8633, loss_cls: 1.3522, loss: 1.3522, grad_norm: 6.1129 2020-10-02 16:27:05,962 - mmaction - INFO - Epoch [59][1160/1997] lr: 7.500e-04, eta: 1 day, 0:10:33, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8693, loss_cls: 1.3292, loss: 1.3292, grad_norm: 6.0392 2020-10-02 16:27:26,443 - mmaction - INFO - Epoch [59][1180/1997] lr: 7.500e-04, eta: 1 day, 0:10:12, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8682, loss_cls: 1.2930, loss: 1.2930, grad_norm: 5.9176 2020-10-02 16:27:48,002 - mmaction - INFO - Epoch [59][1200/1997] lr: 7.500e-04, eta: 1 day, 0:09:51, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8854, loss_cls: 1.2202, loss: 1.2202, grad_norm: 5.8679 2020-10-02 16:28:08,085 - mmaction - INFO - Epoch [59][1220/1997] lr: 7.500e-04, eta: 1 day, 0:09:30, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8682, loss_cls: 1.3140, loss: 1.3140, grad_norm: 5.8698 2020-10-02 16:28:29,982 - mmaction - INFO - Epoch [59][1240/1997] lr: 7.500e-04, eta: 1 day, 0:09:09, time: 1.096, data_time: 0.003, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8732, loss_cls: 1.2935, loss: 1.2935, grad_norm: 6.0019 2020-10-02 16:28:51,238 - mmaction - INFO - Epoch [59][1260/1997] lr: 7.500e-04, eta: 1 day, 0:08:48, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8773, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.8402 2020-10-02 16:29:12,036 - mmaction - INFO - Epoch [59][1280/1997] lr: 7.500e-04, eta: 1 day, 0:08:27, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8805, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.9948 2020-10-02 16:29:32,582 - mmaction - INFO - Epoch [59][1300/1997] lr: 7.500e-04, eta: 1 day, 0:08:06, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8695, loss_cls: 1.2842, loss: 1.2842, grad_norm: 5.8721 2020-10-02 16:29:54,349 - mmaction - INFO - Epoch [59][1320/1997] lr: 7.500e-04, eta: 1 day, 0:07:45, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8695, loss_cls: 1.3043, loss: 1.3043, grad_norm: 5.8847 2020-10-02 16:30:14,567 - mmaction - INFO - Epoch [59][1340/1997] lr: 7.500e-04, eta: 1 day, 0:07:23, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8758, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.8793 2020-10-02 16:30:36,206 - mmaction - INFO - Epoch [59][1360/1997] lr: 7.500e-04, eta: 1 day, 0:07:03, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8760, loss_cls: 1.2708, loss: 1.2708, grad_norm: 5.8057 2020-10-02 16:30:57,257 - mmaction - INFO - Epoch [59][1380/1997] lr: 7.500e-04, eta: 1 day, 0:06:42, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8633, loss_cls: 1.3094, loss: 1.3094, grad_norm: 5.9611 2020-10-02 16:31:18,530 - mmaction - INFO - Epoch [59][1400/1997] lr: 7.500e-04, eta: 1 day, 0:06:21, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8661, loss_cls: 1.2895, loss: 1.2895, grad_norm: 5.8912 2020-10-02 16:31:38,767 - mmaction - INFO - Epoch [59][1420/1997] lr: 7.500e-04, eta: 1 day, 0:05:59, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.0233 2020-10-02 16:31:59,653 - mmaction - INFO - Epoch [59][1440/1997] lr: 7.500e-04, eta: 1 day, 0:05:38, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8755, loss_cls: 1.2644, loss: 1.2644, grad_norm: 5.8233 2020-10-02 16:32:19,955 - mmaction - INFO - Epoch [59][1460/1997] lr: 7.500e-04, eta: 1 day, 0:05:17, time: 1.016, data_time: 0.186, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8802, loss_cls: 1.2302, loss: 1.2302, grad_norm: 5.7885 2020-10-02 16:32:40,574 - mmaction - INFO - Epoch [59][1480/1997] lr: 7.500e-04, eta: 1 day, 0:04:55, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8690, loss_cls: 1.2818, loss: 1.2818, grad_norm: 5.8549 2020-10-02 16:33:01,882 - mmaction - INFO - Epoch [59][1500/1997] lr: 7.500e-04, eta: 1 day, 0:04:34, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8706, loss_cls: 1.2796, loss: 1.2796, grad_norm: 5.8532 2020-10-02 16:33:22,861 - mmaction - INFO - Epoch [59][1520/1997] lr: 7.500e-04, eta: 1 day, 0:04:13, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8831, loss_cls: 1.2445, loss: 1.2445, grad_norm: 5.8735 2020-10-02 16:33:43,582 - mmaction - INFO - Epoch [59][1540/1997] lr: 7.500e-04, eta: 1 day, 0:03:52, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8763, loss_cls: 1.2734, loss: 1.2734, grad_norm: 5.9941 2020-10-02 16:34:04,916 - mmaction - INFO - Epoch [59][1560/1997] lr: 7.500e-04, eta: 1 day, 0:03:31, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8747, loss_cls: 1.2718, loss: 1.2718, grad_norm: 5.9250 2020-10-02 16:34:25,702 - mmaction - INFO - Epoch [59][1580/1997] lr: 7.500e-04, eta: 1 day, 0:03:10, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8695, loss_cls: 1.3016, loss: 1.3016, grad_norm: 5.9162 2020-10-02 16:34:45,707 - mmaction - INFO - Epoch [59][1600/1997] lr: 7.500e-04, eta: 1 day, 0:02:48, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8721, loss_cls: 1.2779, loss: 1.2779, grad_norm: 5.9856 2020-10-02 16:35:07,110 - mmaction - INFO - Epoch [59][1620/1997] lr: 7.500e-04, eta: 1 day, 0:02:27, time: 1.071, data_time: 0.022, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8742, loss_cls: 1.2648, loss: 1.2648, grad_norm: 5.9319 2020-10-02 16:35:28,145 - mmaction - INFO - Epoch [59][1640/1997] lr: 7.500e-04, eta: 1 day, 0:02:06, time: 1.052, data_time: 0.035, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8794, loss_cls: 1.2512, loss: 1.2512, grad_norm: 6.0313 2020-10-02 16:35:49,724 - mmaction - INFO - Epoch [59][1660/1997] lr: 7.500e-04, eta: 1 day, 0:01:46, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8680, loss_cls: 1.3093, loss: 1.3093, grad_norm: 5.9770 2020-10-02 16:36:10,944 - mmaction - INFO - Epoch [59][1680/1997] lr: 7.500e-04, eta: 1 day, 0:01:25, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8701, loss_cls: 1.2944, loss: 1.2944, grad_norm: 6.0127 2020-10-02 16:36:31,210 - mmaction - INFO - Epoch [59][1700/1997] lr: 7.500e-04, eta: 1 day, 0:01:03, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8779, loss_cls: 1.2696, loss: 1.2696, grad_norm: 5.8646 2020-10-02 16:36:52,128 - mmaction - INFO - Epoch [59][1720/1997] lr: 7.500e-04, eta: 1 day, 0:00:42, time: 1.047, data_time: 0.003, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8799, loss_cls: 1.2459, loss: 1.2459, grad_norm: 5.8661 2020-10-02 16:37:13,667 - mmaction - INFO - Epoch [59][1740/1997] lr: 7.500e-04, eta: 1 day, 0:00:21, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8716, loss_cls: 1.2803, loss: 1.2803, grad_norm: 5.9784 2020-10-02 16:37:34,261 - mmaction - INFO - Epoch [59][1760/1997] lr: 7.500e-04, eta: 1 day, 0:00:00, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8807, loss_cls: 1.2376, loss: 1.2376, grad_norm: 5.8119 2020-10-02 16:37:54,432 - mmaction - INFO - Epoch [59][1780/1997] lr: 7.500e-04, eta: 23:59:38, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8695, loss_cls: 1.2543, loss: 1.2543, grad_norm: 5.9375 2020-10-02 16:38:16,453 - mmaction - INFO - Epoch [59][1800/1997] lr: 7.500e-04, eta: 23:59:18, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8638, loss_cls: 1.3205, loss: 1.3205, grad_norm: 5.9708 2020-10-02 16:38:36,651 - mmaction - INFO - Epoch [59][1820/1997] lr: 7.500e-04, eta: 23:58:56, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.3048, loss: 1.3048, grad_norm: 5.9168 2020-10-02 16:38:57,991 - mmaction - INFO - Epoch [59][1840/1997] lr: 7.500e-04, eta: 23:58:35, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8729, loss_cls: 1.2531, loss: 1.2531, grad_norm: 5.8786 2020-10-02 16:39:18,753 - mmaction - INFO - Epoch [59][1860/1997] lr: 7.500e-04, eta: 23:58:14, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8651, loss_cls: 1.3034, loss: 1.3034, grad_norm: 5.9957 2020-10-02 16:39:40,759 - mmaction - INFO - Epoch [59][1880/1997] lr: 7.500e-04, eta: 23:57:54, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8745, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.9395 2020-10-02 16:40:00,438 - mmaction - INFO - Epoch [59][1900/1997] lr: 7.500e-04, eta: 23:57:32, time: 0.983, data_time: 0.001, memory: 8350, top1_acc: 0.6724, top5_acc: 0.8664, loss_cls: 1.3126, loss: 1.3126, grad_norm: 6.0043 2020-10-02 16:40:21,559 - mmaction - INFO - Epoch [59][1920/1997] lr: 7.500e-04, eta: 23:57:11, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8737, loss_cls: 1.2749, loss: 1.2749, grad_norm: 5.9809 2020-10-02 16:40:42,674 - mmaction - INFO - Epoch [59][1940/1997] lr: 7.500e-04, eta: 23:56:50, time: 1.057, data_time: 0.003, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8695, loss_cls: 1.2719, loss: 1.2719, grad_norm: 5.8815 2020-10-02 16:41:03,580 - mmaction - INFO - Epoch [59][1960/1997] lr: 7.500e-04, eta: 23:56:29, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8758, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.8597 2020-10-02 16:41:24,388 - mmaction - INFO - Epoch [59][1980/1997] lr: 7.500e-04, eta: 23:56:07, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2727, loss: 1.2727, grad_norm: 5.8685 2020-10-02 16:41:43,134 - mmaction - INFO - Saving checkpoint at 59 epochs 2020-10-02 16:42:27,598 - mmaction - INFO - Epoch [60][20/1997] lr: 7.500e-04, eta: 23:55:32, time: 2.184, data_time: 1.215, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2686, loss: 1.2686, grad_norm: 5.8979 2020-10-02 16:42:49,298 - mmaction - INFO - Epoch [60][40/1997] lr: 7.500e-04, eta: 23:55:11, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8719, loss_cls: 1.2785, loss: 1.2785, grad_norm: 5.9250 2020-10-02 16:43:09,692 - mmaction - INFO - Epoch [60][60/1997] lr: 7.500e-04, eta: 23:54:50, time: 1.020, data_time: 0.003, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8818, loss_cls: 1.2379, loss: 1.2379, grad_norm: 5.8609 2020-10-02 16:43:31,504 - mmaction - INFO - Epoch [60][80/1997] lr: 7.500e-04, eta: 23:54:29, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8760, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.7698 2020-10-02 16:43:51,815 - mmaction - INFO - Epoch [60][100/1997] lr: 7.500e-04, eta: 23:54:08, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8716, loss_cls: 1.3112, loss: 1.3112, grad_norm: 6.0069 2020-10-02 16:44:13,239 - mmaction - INFO - Epoch [60][120/1997] lr: 7.500e-04, eta: 23:53:47, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8693, loss_cls: 1.2774, loss: 1.2774, grad_norm: 6.0071 2020-10-02 16:44:35,157 - mmaction - INFO - Epoch [60][140/1997] lr: 7.500e-04, eta: 23:53:26, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8706, loss_cls: 1.2920, loss: 1.2920, grad_norm: 6.0325 2020-10-02 16:44:55,406 - mmaction - INFO - Epoch [60][160/1997] lr: 7.500e-04, eta: 23:53:05, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8664, loss_cls: 1.2935, loss: 1.2935, grad_norm: 5.9442 2020-10-02 16:45:15,909 - mmaction - INFO - Epoch [60][180/1997] lr: 7.500e-04, eta: 23:52:43, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8656, loss_cls: 1.3152, loss: 1.3152, grad_norm: 6.1107 2020-10-02 16:45:37,120 - mmaction - INFO - Epoch [60][200/1997] lr: 7.500e-04, eta: 23:52:23, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8703, loss_cls: 1.2647, loss: 1.2647, grad_norm: 5.9225 2020-10-02 16:45:58,062 - mmaction - INFO - Epoch [60][220/1997] lr: 7.500e-04, eta: 23:52:01, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8719, loss_cls: 1.2784, loss: 1.2784, grad_norm: 6.0560 2020-10-02 16:46:18,846 - mmaction - INFO - Epoch [60][240/1997] lr: 7.500e-04, eta: 23:51:40, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8703, loss_cls: 1.2790, loss: 1.2790, grad_norm: 5.8690 2020-10-02 16:46:40,870 - mmaction - INFO - Epoch [60][260/1997] lr: 7.500e-04, eta: 23:51:20, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8625, loss_cls: 1.3202, loss: 1.3202, grad_norm: 6.0641 2020-10-02 16:47:00,361 - mmaction - INFO - Epoch [60][280/1997] lr: 7.500e-04, eta: 23:50:58, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8763, loss_cls: 1.2720, loss: 1.2720, grad_norm: 5.9365 2020-10-02 16:47:21,888 - mmaction - INFO - Epoch [60][300/1997] lr: 7.500e-04, eta: 23:50:37, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8789, loss_cls: 1.2621, loss: 1.2621, grad_norm: 5.9458 2020-10-02 16:47:42,961 - mmaction - INFO - Epoch [60][320/1997] lr: 7.500e-04, eta: 23:50:16, time: 1.054, data_time: 0.003, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8724, loss_cls: 1.2578, loss: 1.2578, grad_norm: 5.9882 2020-10-02 16:48:03,388 - mmaction - INFO - Epoch [60][340/1997] lr: 7.500e-04, eta: 23:49:54, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8758, loss_cls: 1.2871, loss: 1.2871, grad_norm: 5.9701 2020-10-02 16:48:25,077 - mmaction - INFO - Epoch [60][360/1997] lr: 7.500e-04, eta: 23:49:34, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8672, loss_cls: 1.2981, loss: 1.2981, grad_norm: 5.9757 2020-10-02 16:48:45,397 - mmaction - INFO - Epoch [60][380/1997] lr: 7.500e-04, eta: 23:49:12, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8677, loss_cls: 1.3002, loss: 1.3002, grad_norm: 5.9868 2020-10-02 16:49:06,046 - mmaction - INFO - Epoch [60][400/1997] lr: 7.500e-04, eta: 23:48:51, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8747, loss_cls: 1.3004, loss: 1.3004, grad_norm: 5.9282 2020-10-02 16:49:27,562 - mmaction - INFO - Epoch [60][420/1997] lr: 7.500e-04, eta: 23:48:30, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8766, loss_cls: 1.2561, loss: 1.2561, grad_norm: 5.8998 2020-10-02 16:49:49,562 - mmaction - INFO - Epoch [60][440/1997] lr: 7.500e-04, eta: 23:48:10, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8687, loss_cls: 1.3211, loss: 1.3211, grad_norm: 5.9616 2020-10-02 16:50:10,383 - mmaction - INFO - Epoch [60][460/1997] lr: 7.500e-04, eta: 23:47:49, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8703, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.8703 2020-10-02 16:50:30,693 - mmaction - INFO - Epoch [60][480/1997] lr: 7.500e-04, eta: 23:47:27, time: 1.016, data_time: 0.003, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8820, loss_cls: 1.2637, loss: 1.2637, grad_norm: 6.0537 2020-10-02 16:50:52,490 - mmaction - INFO - Epoch [60][500/1997] lr: 7.500e-04, eta: 23:47:07, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8701, loss_cls: 1.2994, loss: 1.2994, grad_norm: 5.9208 2020-10-02 16:51:12,044 - mmaction - INFO - Epoch [60][520/1997] lr: 7.500e-04, eta: 23:46:45, time: 0.978, data_time: 0.115, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2544, loss: 1.2544, grad_norm: 5.9686 2020-10-02 16:51:32,703 - mmaction - INFO - Epoch [60][540/1997] lr: 7.500e-04, eta: 23:46:23, time: 1.033, data_time: 0.094, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8833, loss_cls: 1.2528, loss: 1.2528, grad_norm: 5.9089 2020-10-02 16:51:54,380 - mmaction - INFO - Epoch [60][560/1997] lr: 7.500e-04, eta: 23:46:03, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8857, loss_cls: 1.2238, loss: 1.2238, grad_norm: 5.6841 2020-10-02 16:52:14,830 - mmaction - INFO - Epoch [60][580/1997] lr: 7.500e-04, eta: 23:45:41, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8758, loss_cls: 1.2608, loss: 1.2608, grad_norm: 5.8613 2020-10-02 16:52:36,110 - mmaction - INFO - Epoch [60][600/1997] lr: 7.500e-04, eta: 23:45:20, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8682, loss_cls: 1.2888, loss: 1.2888, grad_norm: 5.8772 2020-10-02 16:52:56,912 - mmaction - INFO - Epoch [60][620/1997] lr: 7.500e-04, eta: 23:44:59, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8732, loss_cls: 1.2652, loss: 1.2652, grad_norm: 5.9233 2020-10-02 16:53:16,878 - mmaction - INFO - Epoch [60][640/1997] lr: 7.500e-04, eta: 23:44:37, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8836, loss_cls: 1.2223, loss: 1.2223, grad_norm: 5.9220 2020-10-02 16:53:38,393 - mmaction - INFO - Epoch [60][660/1997] lr: 7.500e-04, eta: 23:44:17, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8786, loss_cls: 1.2623, loss: 1.2623, grad_norm: 5.9724 2020-10-02 16:54:01,289 - mmaction - INFO - Epoch [60][680/1997] lr: 7.500e-04, eta: 23:43:57, time: 1.144, data_time: 0.005, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8719, loss_cls: 1.2987, loss: 1.2987, grad_norm: 5.9395 2020-10-02 16:54:21,523 - mmaction - INFO - Epoch [60][700/1997] lr: 7.500e-04, eta: 23:43:35, time: 1.012, data_time: 0.003, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8669, loss_cls: 1.3022, loss: 1.3022, grad_norm: 6.0314 2020-10-02 16:54:42,481 - mmaction - INFO - Epoch [60][720/1997] lr: 7.500e-04, eta: 23:43:14, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3213, loss: 1.3213, grad_norm: 6.1611 2020-10-02 16:55:03,233 - mmaction - INFO - Epoch [60][740/1997] lr: 7.500e-04, eta: 23:42:53, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8779, loss_cls: 1.2759, loss: 1.2759, grad_norm: 5.8719 2020-10-02 16:55:23,490 - mmaction - INFO - Epoch [60][760/1997] lr: 7.500e-04, eta: 23:42:31, time: 1.013, data_time: 0.003, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8648, loss_cls: 1.3191, loss: 1.3191, grad_norm: 6.0768 2020-10-02 16:55:44,622 - mmaction - INFO - Epoch [60][780/1997] lr: 7.500e-04, eta: 23:42:10, time: 1.057, data_time: 0.003, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8815, loss_cls: 1.2560, loss: 1.2560, grad_norm: 5.9451 2020-10-02 16:56:06,694 - mmaction - INFO - Epoch [60][800/1997] lr: 7.500e-04, eta: 23:41:50, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8708, loss_cls: 1.2972, loss: 1.2972, grad_norm: 6.0017 2020-10-02 16:56:27,676 - mmaction - INFO - Epoch [60][820/1997] lr: 7.500e-04, eta: 23:41:29, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8714, loss_cls: 1.2837, loss: 1.2837, grad_norm: 5.9762 2020-10-02 16:56:47,430 - mmaction - INFO - Epoch [60][840/1997] lr: 7.500e-04, eta: 23:41:07, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8661, loss_cls: 1.2817, loss: 1.2817, grad_norm: 5.8422 2020-10-02 16:57:08,914 - mmaction - INFO - Epoch [60][860/1997] lr: 7.500e-04, eta: 23:40:46, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8727, loss_cls: 1.2573, loss: 1.2573, grad_norm: 5.9160 2020-10-02 16:57:29,917 - mmaction - INFO - Epoch [60][880/1997] lr: 7.500e-04, eta: 23:40:25, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8828, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.8304 2020-10-02 16:57:50,179 - mmaction - INFO - Epoch [60][900/1997] lr: 7.500e-04, eta: 23:40:04, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8781, loss_cls: 1.2249, loss: 1.2249, grad_norm: 5.7607 2020-10-02 16:58:11,076 - mmaction - INFO - Epoch [60][920/1997] lr: 7.500e-04, eta: 23:39:42, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8815, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.9827 2020-10-02 16:58:32,084 - mmaction - INFO - Epoch [60][940/1997] lr: 7.500e-04, eta: 23:39:21, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8747, loss_cls: 1.2725, loss: 1.2725, grad_norm: 6.1432 2020-10-02 16:58:54,214 - mmaction - INFO - Epoch [60][960/1997] lr: 7.500e-04, eta: 23:39:01, time: 1.106, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8745, loss_cls: 1.2793, loss: 1.2793, grad_norm: 5.9539 2020-10-02 16:59:15,232 - mmaction - INFO - Epoch [60][980/1997] lr: 7.500e-04, eta: 23:38:40, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8646, loss_cls: 1.3250, loss: 1.3250, grad_norm: 6.0010 2020-10-02 16:59:34,769 - mmaction - INFO - Epoch [60][1000/1997] lr: 7.500e-04, eta: 23:38:18, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8708, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.8989 2020-10-02 16:59:56,703 - mmaction - INFO - Epoch [60][1020/1997] lr: 7.500e-04, eta: 23:37:57, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8755, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.9880 2020-10-02 17:00:18,510 - mmaction - INFO - Epoch [60][1040/1997] lr: 7.500e-04, eta: 23:37:37, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8807, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.9305 2020-10-02 17:00:38,654 - mmaction - INFO - Epoch [60][1060/1997] lr: 7.500e-04, eta: 23:37:15, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8779, loss_cls: 1.2570, loss: 1.2570, grad_norm: 6.0350 2020-10-02 17:01:00,828 - mmaction - INFO - Epoch [60][1080/1997] lr: 7.500e-04, eta: 23:36:55, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8747, loss_cls: 1.2582, loss: 1.2582, grad_norm: 5.8848 2020-10-02 17:01:20,875 - mmaction - INFO - Epoch [60][1100/1997] lr: 7.500e-04, eta: 23:36:33, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8810, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.7753 2020-10-02 17:01:43,131 - mmaction - INFO - Epoch [60][1120/1997] lr: 7.500e-04, eta: 23:36:13, time: 1.111, data_time: 0.001, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8719, loss_cls: 1.2798, loss: 1.2798, grad_norm: 5.9440 2020-10-02 17:02:04,620 - mmaction - INFO - Epoch [60][1140/1997] lr: 7.500e-04, eta: 23:35:52, time: 1.075, data_time: 0.003, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8693, loss_cls: 1.2558, loss: 1.2558, grad_norm: 5.8510 2020-10-02 17:02:23,694 - mmaction - INFO - Epoch [60][1160/1997] lr: 7.500e-04, eta: 23:35:30, time: 0.954, data_time: 0.002, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8690, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.9753 2020-10-02 17:02:44,966 - mmaction - INFO - Epoch [60][1180/1997] lr: 7.500e-04, eta: 23:35:09, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8690, loss_cls: 1.2725, loss: 1.2725, grad_norm: 5.9430 2020-10-02 17:03:06,163 - mmaction - INFO - Epoch [60][1200/1997] lr: 7.500e-04, eta: 23:34:48, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2754, loss: 1.2754, grad_norm: 6.0403 2020-10-02 17:03:27,622 - mmaction - INFO - Epoch [60][1220/1997] lr: 7.500e-04, eta: 23:34:27, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8779, loss_cls: 1.2454, loss: 1.2454, grad_norm: 5.9304 2020-10-02 17:03:48,402 - mmaction - INFO - Epoch [60][1240/1997] lr: 7.500e-04, eta: 23:34:06, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.3107, loss: 1.3107, grad_norm: 6.0210 2020-10-02 17:04:09,503 - mmaction - INFO - Epoch [60][1260/1997] lr: 7.500e-04, eta: 23:33:45, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8758, loss_cls: 1.2728, loss: 1.2728, grad_norm: 5.9608 2020-10-02 17:04:30,156 - mmaction - INFO - Epoch [60][1280/1997] lr: 7.500e-04, eta: 23:33:24, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.9324 2020-10-02 17:04:50,799 - mmaction - INFO - Epoch [60][1300/1997] lr: 7.500e-04, eta: 23:33:02, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8763, loss_cls: 1.2972, loss: 1.2972, grad_norm: 6.0005 2020-10-02 17:05:11,576 - mmaction - INFO - Epoch [60][1320/1997] lr: 7.500e-04, eta: 23:32:41, time: 1.040, data_time: 0.003, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8763, loss_cls: 1.2655, loss: 1.2655, grad_norm: 5.9429 2020-10-02 17:05:33,116 - mmaction - INFO - Epoch [60][1340/1997] lr: 7.500e-04, eta: 23:32:21, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8755, loss_cls: 1.2657, loss: 1.2657, grad_norm: 5.8164 2020-10-02 17:05:53,592 - mmaction - INFO - Epoch [60][1360/1997] lr: 7.500e-04, eta: 23:31:59, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8682, loss_cls: 1.2877, loss: 1.2877, grad_norm: 6.0003 2020-10-02 17:06:14,777 - mmaction - INFO - Epoch [60][1380/1997] lr: 7.500e-04, eta: 23:31:38, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8750, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.7926 2020-10-02 17:06:36,445 - mmaction - INFO - Epoch [60][1400/1997] lr: 7.500e-04, eta: 23:31:18, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8763, loss_cls: 1.2838, loss: 1.2838, grad_norm: 6.0042 2020-10-02 17:06:56,429 - mmaction - INFO - Epoch [60][1420/1997] lr: 7.500e-04, eta: 23:30:56, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8698, loss_cls: 1.3130, loss: 1.3130, grad_norm: 6.0652 2020-10-02 17:07:17,717 - mmaction - INFO - Epoch [60][1440/1997] lr: 7.500e-04, eta: 23:30:35, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8714, loss_cls: 1.2867, loss: 1.2867, grad_norm: 6.0573 2020-10-02 17:07:39,295 - mmaction - INFO - Epoch [60][1460/1997] lr: 7.500e-04, eta: 23:30:14, time: 1.079, data_time: 0.028, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8758, loss_cls: 1.2642, loss: 1.2642, grad_norm: 5.9046 2020-10-02 17:07:59,796 - mmaction - INFO - Epoch [60][1480/1997] lr: 7.500e-04, eta: 23:29:53, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8708, loss_cls: 1.2874, loss: 1.2874, grad_norm: 5.9610 2020-10-02 17:08:20,538 - mmaction - INFO - Epoch [60][1500/1997] lr: 7.500e-04, eta: 23:29:32, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8661, loss_cls: 1.2714, loss: 1.2714, grad_norm: 5.9677 2020-10-02 17:08:42,309 - mmaction - INFO - Epoch [60][1520/1997] lr: 7.500e-04, eta: 23:29:11, time: 1.089, data_time: 0.003, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8685, loss_cls: 1.2957, loss: 1.2957, grad_norm: 6.0453 2020-10-02 17:09:02,950 - mmaction - INFO - Epoch [60][1540/1997] lr: 7.500e-04, eta: 23:28:50, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8740, loss_cls: 1.2499, loss: 1.2499, grad_norm: 5.8609 2020-10-02 17:09:23,318 - mmaction - INFO - Epoch [60][1560/1997] lr: 7.500e-04, eta: 23:28:28, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8690, loss_cls: 1.2842, loss: 1.2842, grad_norm: 5.9560 2020-10-02 17:09:44,367 - mmaction - INFO - Epoch [60][1580/1997] lr: 7.500e-04, eta: 23:28:07, time: 1.052, data_time: 0.011, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8758, loss_cls: 1.2370, loss: 1.2370, grad_norm: 5.8305 2020-10-02 17:10:06,681 - mmaction - INFO - Epoch [60][1600/1997] lr: 7.500e-04, eta: 23:27:47, time: 1.116, data_time: 0.040, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8701, loss_cls: 1.2995, loss: 1.2995, grad_norm: 5.9328 2020-10-02 17:10:27,125 - mmaction - INFO - Epoch [60][1620/1997] lr: 7.500e-04, eta: 23:27:26, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8732, loss_cls: 1.2794, loss: 1.2794, grad_norm: 5.9770 2020-10-02 17:10:48,634 - mmaction - INFO - Epoch [60][1640/1997] lr: 7.500e-04, eta: 23:27:05, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8667, loss_cls: 1.3076, loss: 1.3076, grad_norm: 6.0621 2020-10-02 17:11:09,226 - mmaction - INFO - Epoch [60][1660/1997] lr: 7.500e-04, eta: 23:26:43, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8734, loss_cls: 1.3006, loss: 1.3006, grad_norm: 6.0236 2020-10-02 17:11:29,884 - mmaction - INFO - Epoch [60][1680/1997] lr: 7.500e-04, eta: 23:26:22, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8716, loss_cls: 1.2676, loss: 1.2676, grad_norm: 5.9192 2020-10-02 17:11:50,976 - mmaction - INFO - Epoch [60][1700/1997] lr: 7.500e-04, eta: 23:26:01, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3204, loss: 1.3204, grad_norm: 6.0937 2020-10-02 17:12:12,249 - mmaction - INFO - Epoch [60][1720/1997] lr: 7.500e-04, eta: 23:25:40, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6768, top5_acc: 0.8714, loss_cls: 1.3119, loss: 1.3119, grad_norm: 6.1331 2020-10-02 17:12:33,293 - mmaction - INFO - Epoch [60][1740/1997] lr: 7.500e-04, eta: 23:25:19, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8763, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.8647 2020-10-02 17:12:54,834 - mmaction - INFO - Epoch [60][1760/1997] lr: 7.500e-04, eta: 23:24:59, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6794, top5_acc: 0.8669, loss_cls: 1.3148, loss: 1.3148, grad_norm: 6.0281 2020-10-02 17:13:14,638 - mmaction - INFO - Epoch [60][1780/1997] lr: 7.500e-04, eta: 23:24:37, time: 0.990, data_time: 0.054, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8703, loss_cls: 1.3102, loss: 1.3102, grad_norm: 6.0550 2020-10-02 17:13:36,755 - mmaction - INFO - Epoch [60][1800/1997] lr: 7.500e-04, eta: 23:24:16, time: 1.106, data_time: 0.260, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8786, loss_cls: 1.2367, loss: 1.2367, grad_norm: 5.8680 2020-10-02 17:13:57,341 - mmaction - INFO - Epoch [60][1820/1997] lr: 7.500e-04, eta: 23:23:55, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8724, loss_cls: 1.2965, loss: 1.2965, grad_norm: 5.9799 2020-10-02 17:14:17,389 - mmaction - INFO - Epoch [60][1840/1997] lr: 7.500e-04, eta: 23:23:33, time: 1.003, data_time: 0.150, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8672, loss_cls: 1.3195, loss: 1.3195, grad_norm: 6.0737 2020-10-02 17:14:39,647 - mmaction - INFO - Epoch [60][1860/1997] lr: 7.500e-04, eta: 23:23:13, time: 1.113, data_time: 0.466, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8708, loss_cls: 1.3204, loss: 1.3204, grad_norm: 6.0240 2020-10-02 17:14:59,234 - mmaction - INFO - Epoch [60][1880/1997] lr: 7.500e-04, eta: 23:22:51, time: 0.978, data_time: 0.360, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8669, loss_cls: 1.3249, loss: 1.3249, grad_norm: 6.0984 2020-10-02 17:15:20,428 - mmaction - INFO - Epoch [60][1900/1997] lr: 7.500e-04, eta: 23:22:30, time: 1.061, data_time: 0.379, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8844, loss_cls: 1.2519, loss: 1.2519, grad_norm: 5.8573 2020-10-02 17:15:41,012 - mmaction - INFO - Epoch [60][1920/1997] lr: 7.500e-04, eta: 23:22:09, time: 1.027, data_time: 0.208, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8737, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.9311 2020-10-02 17:16:02,188 - mmaction - INFO - Epoch [60][1940/1997] lr: 7.500e-04, eta: 23:21:48, time: 1.059, data_time: 0.165, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8799, loss_cls: 1.2266, loss: 1.2266, grad_norm: 5.8096 2020-10-02 17:16:23,805 - mmaction - INFO - Epoch [60][1960/1997] lr: 7.500e-04, eta: 23:21:27, time: 1.082, data_time: 0.362, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8682, loss_cls: 1.3011, loss: 1.3011, grad_norm: 6.0245 2020-10-02 17:16:45,398 - mmaction - INFO - Epoch [60][1980/1997] lr: 7.500e-04, eta: 23:21:06, time: 1.079, data_time: 0.221, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8677, loss_cls: 1.3320, loss: 1.3320, grad_norm: 6.1855 2020-10-02 17:17:04,088 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-10-02 17:19:59,633 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 17:20:01,228 - mmaction - INFO - top1_acc 0.7229 top5_acc 0.9117 2020-10-02 17:20:01,229 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 17:20:01,318 - mmaction - INFO - mean_acc 0.7220 2020-10-02 17:20:01,331 - mmaction - INFO - Epoch(val) [60][1997] top1_acc: 0.7229, top5_acc: 0.9117, mean_class_accuracy: 0.7220 2020-10-02 17:20:43,966 - mmaction - INFO - Epoch [61][20/1997] lr: 7.500e-04, eta: 23:20:30, time: 2.128, data_time: 1.009, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8724, loss_cls: 1.2661, loss: 1.2661, grad_norm: 5.9906 2020-10-02 17:21:05,231 - mmaction - INFO - Epoch [61][40/1997] lr: 7.500e-04, eta: 23:20:09, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8815, loss_cls: 1.2457, loss: 1.2457, grad_norm: 5.8453 2020-10-02 17:21:25,811 - mmaction - INFO - Epoch [61][60/1997] lr: 7.500e-04, eta: 23:19:48, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.6781, top5_acc: 0.8646, loss_cls: 1.3185, loss: 1.3185, grad_norm: 6.0925 2020-10-02 17:21:48,417 - mmaction - INFO - Epoch [61][80/1997] lr: 7.500e-04, eta: 23:19:28, time: 1.131, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8714, loss_cls: 1.2790, loss: 1.2790, grad_norm: 5.9036 2020-10-02 17:22:09,378 - mmaction - INFO - Epoch [61][100/1997] lr: 7.500e-04, eta: 23:19:07, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8680, loss_cls: 1.2726, loss: 1.2726, grad_norm: 5.8198 2020-10-02 17:22:29,205 - mmaction - INFO - Epoch [61][120/1997] lr: 7.500e-04, eta: 23:18:45, time: 0.990, data_time: 0.001, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8742, loss_cls: 1.2466, loss: 1.2466, grad_norm: 5.9156 2020-10-02 17:22:50,037 - mmaction - INFO - Epoch [61][140/1997] lr: 7.500e-04, eta: 23:18:24, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8622, loss_cls: 1.3055, loss: 1.3055, grad_norm: 5.9520 2020-10-02 17:23:11,027 - mmaction - INFO - Epoch [61][160/1997] lr: 7.500e-04, eta: 23:18:02, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8719, loss_cls: 1.2722, loss: 1.2722, grad_norm: 5.9685 2020-10-02 17:23:32,019 - mmaction - INFO - Epoch [61][180/1997] lr: 7.500e-04, eta: 23:17:41, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.9505 2020-10-02 17:23:53,968 - mmaction - INFO - Epoch [61][200/1997] lr: 7.500e-04, eta: 23:17:21, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8732, loss_cls: 1.2978, loss: 1.2978, grad_norm: 6.0099 2020-10-02 17:24:14,119 - mmaction - INFO - Epoch [61][220/1997] lr: 7.500e-04, eta: 23:16:59, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8693, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.9273 2020-10-02 17:24:34,433 - mmaction - INFO - Epoch [61][240/1997] lr: 7.500e-04, eta: 23:16:38, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8789, loss_cls: 1.2154, loss: 1.2154, grad_norm: 5.9212 2020-10-02 17:24:56,093 - mmaction - INFO - Epoch [61][260/1997] lr: 7.500e-04, eta: 23:16:17, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8768, loss_cls: 1.2407, loss: 1.2407, grad_norm: 5.7860 2020-10-02 17:25:16,023 - mmaction - INFO - Epoch [61][280/1997] lr: 7.500e-04, eta: 23:15:55, time: 0.997, data_time: 0.005, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2413, loss: 1.2413, grad_norm: 5.8491 2020-10-02 17:25:37,783 - mmaction - INFO - Epoch [61][300/1997] lr: 7.500e-04, eta: 23:15:35, time: 1.088, data_time: 0.114, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8773, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.8665 2020-10-02 17:25:59,261 - mmaction - INFO - Epoch [61][320/1997] lr: 7.500e-04, eta: 23:15:14, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8688, loss_cls: 1.2859, loss: 1.2859, grad_norm: 5.8453 2020-10-02 17:26:20,290 - mmaction - INFO - Epoch [61][340/1997] lr: 7.500e-04, eta: 23:14:53, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8763, loss_cls: 1.2480, loss: 1.2480, grad_norm: 6.0541 2020-10-02 17:26:41,358 - mmaction - INFO - Epoch [61][360/1997] lr: 7.500e-04, eta: 23:14:32, time: 1.054, data_time: 0.003, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8753, loss_cls: 1.2441, loss: 1.2441, grad_norm: 5.9104 2020-10-02 17:27:02,355 - mmaction - INFO - Epoch [61][380/1997] lr: 7.500e-04, eta: 23:14:11, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8656, loss_cls: 1.3269, loss: 1.3269, grad_norm: 6.1067 2020-10-02 17:27:22,810 - mmaction - INFO - Epoch [61][400/1997] lr: 7.500e-04, eta: 23:13:49, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8609, loss_cls: 1.3161, loss: 1.3161, grad_norm: 6.0055 2020-10-02 17:27:44,497 - mmaction - INFO - Epoch [61][420/1997] lr: 7.500e-04, eta: 23:13:29, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8729, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.9662 2020-10-02 17:28:06,258 - mmaction - INFO - Epoch [61][440/1997] lr: 7.500e-04, eta: 23:13:08, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2784, loss: 1.2784, grad_norm: 6.0747 2020-10-02 17:28:27,410 - mmaction - INFO - Epoch [61][460/1997] lr: 7.500e-04, eta: 23:12:47, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3366, loss: 1.3366, grad_norm: 6.1050 2020-10-02 17:28:48,220 - mmaction - INFO - Epoch [61][480/1997] lr: 7.500e-04, eta: 23:12:26, time: 1.042, data_time: 0.003, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8776, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.9175 2020-10-02 17:29:08,378 - mmaction - INFO - Epoch [61][500/1997] lr: 7.500e-04, eta: 23:12:04, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8716, loss_cls: 1.2846, loss: 1.2846, grad_norm: 6.0127 2020-10-02 17:29:29,118 - mmaction - INFO - Epoch [61][520/1997] lr: 7.500e-04, eta: 23:11:43, time: 1.038, data_time: 0.003, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8763, loss_cls: 1.2758, loss: 1.2758, grad_norm: 6.1000 2020-10-02 17:29:50,114 - mmaction - INFO - Epoch [61][540/1997] lr: 7.500e-04, eta: 23:11:22, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.8625 2020-10-02 17:30:11,595 - mmaction - INFO - Epoch [61][560/1997] lr: 7.500e-04, eta: 23:11:01, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8828, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.9318 2020-10-02 17:30:32,960 - mmaction - INFO - Epoch [61][580/1997] lr: 7.500e-04, eta: 23:10:40, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8721, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.9199 2020-10-02 17:30:52,884 - mmaction - INFO - Epoch [61][600/1997] lr: 7.500e-04, eta: 23:10:19, time: 0.996, data_time: 0.001, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8766, loss_cls: 1.2755, loss: 1.2755, grad_norm: 5.9398 2020-10-02 17:31:13,984 - mmaction - INFO - Epoch [61][620/1997] lr: 7.500e-04, eta: 23:09:58, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8776, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.9000 2020-10-02 17:31:36,115 - mmaction - INFO - Epoch [61][640/1997] lr: 7.500e-04, eta: 23:09:37, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.9126 2020-10-02 17:31:56,227 - mmaction - INFO - Epoch [61][660/1997] lr: 7.500e-04, eta: 23:09:16, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2446, loss: 1.2446, grad_norm: 5.8133 2020-10-02 17:32:17,412 - mmaction - INFO - Epoch [61][680/1997] lr: 7.500e-04, eta: 23:08:55, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8654, loss_cls: 1.3380, loss: 1.3380, grad_norm: 6.0565 2020-10-02 17:32:38,405 - mmaction - INFO - Epoch [61][700/1997] lr: 7.500e-04, eta: 23:08:34, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8690, loss_cls: 1.2774, loss: 1.2774, grad_norm: 6.0299 2020-10-02 17:32:59,221 - mmaction - INFO - Epoch [61][720/1997] lr: 7.500e-04, eta: 23:08:12, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8826, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.8462 2020-10-02 17:33:20,401 - mmaction - INFO - Epoch [61][740/1997] lr: 7.500e-04, eta: 23:07:52, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8695, loss_cls: 1.2636, loss: 1.2636, grad_norm: 5.9346 2020-10-02 17:33:41,460 - mmaction - INFO - Epoch [61][760/1997] lr: 7.500e-04, eta: 23:07:30, time: 1.054, data_time: 0.003, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8695, loss_cls: 1.2655, loss: 1.2655, grad_norm: 5.9729 2020-10-02 17:34:01,394 - mmaction - INFO - Epoch [61][780/1997] lr: 7.500e-04, eta: 23:07:09, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8779, loss_cls: 1.2779, loss: 1.2779, grad_norm: 5.9553 2020-10-02 17:34:21,626 - mmaction - INFO - Epoch [61][800/1997] lr: 7.500e-04, eta: 23:06:47, time: 1.012, data_time: 0.035, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8740, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.8239 2020-10-02 17:34:42,968 - mmaction - INFO - Epoch [61][820/1997] lr: 7.500e-04, eta: 23:06:26, time: 1.066, data_time: 0.157, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8745, loss_cls: 1.2820, loss: 1.2820, grad_norm: 6.0123 2020-10-02 17:35:04,603 - mmaction - INFO - Epoch [61][840/1997] lr: 7.500e-04, eta: 23:06:06, time: 1.082, data_time: 0.099, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8729, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.9346 2020-10-02 17:35:24,884 - mmaction - INFO - Epoch [61][860/1997] lr: 7.500e-04, eta: 23:05:44, time: 1.014, data_time: 0.003, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8693, loss_cls: 1.3033, loss: 1.3033, grad_norm: 6.0736 2020-10-02 17:35:45,872 - mmaction - INFO - Epoch [61][880/1997] lr: 7.500e-04, eta: 23:05:23, time: 1.050, data_time: 0.250, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8687, loss_cls: 1.3026, loss: 1.3026, grad_norm: 6.0124 2020-10-02 17:36:06,972 - mmaction - INFO - Epoch [61][900/1997] lr: 7.500e-04, eta: 23:05:02, time: 1.054, data_time: 0.121, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8716, loss_cls: 1.3147, loss: 1.3147, grad_norm: 6.0871 2020-10-02 17:36:28,049 - mmaction - INFO - Epoch [61][920/1997] lr: 7.500e-04, eta: 23:04:41, time: 1.054, data_time: 0.012, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8872, loss_cls: 1.2215, loss: 1.2215, grad_norm: 5.9002 2020-10-02 17:36:48,598 - mmaction - INFO - Epoch [61][940/1997] lr: 7.500e-04, eta: 23:04:20, time: 1.029, data_time: 0.003, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8789, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.8914 2020-10-02 17:37:10,121 - mmaction - INFO - Epoch [61][960/1997] lr: 7.500e-04, eta: 23:03:59, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8732, loss_cls: 1.2858, loss: 1.2858, grad_norm: 5.9613 2020-10-02 17:37:31,879 - mmaction - INFO - Epoch [61][980/1997] lr: 7.500e-04, eta: 23:03:38, time: 1.089, data_time: 0.003, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8651, loss_cls: 1.2809, loss: 1.2809, grad_norm: 5.9203 2020-10-02 17:37:51,597 - mmaction - INFO - Epoch [61][1000/1997] lr: 7.500e-04, eta: 23:03:16, time: 0.985, data_time: 0.001, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8820, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.9548 2020-10-02 17:38:13,738 - mmaction - INFO - Epoch [61][1020/1997] lr: 7.500e-04, eta: 23:02:56, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8721, loss_cls: 1.2483, loss: 1.2483, grad_norm: 5.8016 2020-10-02 17:38:34,633 - mmaction - INFO - Epoch [61][1040/1997] lr: 7.500e-04, eta: 23:02:35, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8732, loss_cls: 1.2480, loss: 1.2480, grad_norm: 6.0403 2020-10-02 17:38:54,917 - mmaction - INFO - Epoch [61][1060/1997] lr: 7.500e-04, eta: 23:02:13, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2759, loss: 1.2759, grad_norm: 5.9756 2020-10-02 17:39:16,279 - mmaction - INFO - Epoch [61][1080/1997] lr: 7.500e-04, eta: 23:01:53, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8763, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.9099 2020-10-02 17:39:36,301 - mmaction - INFO - Epoch [61][1100/1997] lr: 7.500e-04, eta: 23:01:31, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8755, loss_cls: 1.2580, loss: 1.2580, grad_norm: 5.9779 2020-10-02 17:39:57,756 - mmaction - INFO - Epoch [61][1120/1997] lr: 7.500e-04, eta: 23:01:10, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8719, loss_cls: 1.2921, loss: 1.2921, grad_norm: 5.9908 2020-10-02 17:40:18,676 - mmaction - INFO - Epoch [61][1140/1997] lr: 7.500e-04, eta: 23:00:49, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8708, loss_cls: 1.2939, loss: 1.2939, grad_norm: 6.0947 2020-10-02 17:40:40,505 - mmaction - INFO - Epoch [61][1160/1997] lr: 7.500e-04, eta: 23:00:28, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8753, loss_cls: 1.2786, loss: 1.2786, grad_norm: 5.9503 2020-10-02 17:41:00,406 - mmaction - INFO - Epoch [61][1180/1997] lr: 7.500e-04, eta: 23:00:07, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8706, loss_cls: 1.2864, loss: 1.2864, grad_norm: 6.0578 2020-10-02 17:41:22,533 - mmaction - INFO - Epoch [61][1200/1997] lr: 7.500e-04, eta: 22:59:46, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8849, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.8196 2020-10-02 17:41:42,176 - mmaction - INFO - Epoch [61][1220/1997] lr: 7.500e-04, eta: 22:59:24, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8831, loss_cls: 1.2161, loss: 1.2161, grad_norm: 5.8509 2020-10-02 17:42:02,405 - mmaction - INFO - Epoch [61][1240/1997] lr: 7.500e-04, eta: 22:59:03, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8742, loss_cls: 1.2724, loss: 1.2724, grad_norm: 6.0689 2020-10-02 17:42:24,078 - mmaction - INFO - Epoch [61][1260/1997] lr: 7.500e-04, eta: 22:58:42, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8755, loss_cls: 1.2649, loss: 1.2649, grad_norm: 5.9788 2020-10-02 17:42:44,682 - mmaction - INFO - Epoch [61][1280/1997] lr: 7.500e-04, eta: 22:58:21, time: 1.030, data_time: 0.015, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8768, loss_cls: 1.2221, loss: 1.2221, grad_norm: 5.8236 2020-10-02 17:43:06,192 - mmaction - INFO - Epoch [61][1300/1997] lr: 7.500e-04, eta: 22:58:00, time: 1.076, data_time: 0.288, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8753, loss_cls: 1.2737, loss: 1.2737, grad_norm: 6.0882 2020-10-02 17:43:26,241 - mmaction - INFO - Epoch [61][1320/1997] lr: 7.500e-04, eta: 22:57:38, time: 1.002, data_time: 0.220, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2865, loss: 1.2865, grad_norm: 6.0173 2020-10-02 17:43:47,916 - mmaction - INFO - Epoch [61][1340/1997] lr: 7.500e-04, eta: 22:57:18, time: 1.085, data_time: 0.066, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8802, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.9428 2020-10-02 17:44:08,554 - mmaction - INFO - Epoch [61][1360/1997] lr: 7.500e-04, eta: 22:56:56, time: 1.032, data_time: 0.007, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8794, loss_cls: 1.2392, loss: 1.2392, grad_norm: 5.9656 2020-10-02 17:44:28,743 - mmaction - INFO - Epoch [61][1380/1997] lr: 7.500e-04, eta: 22:56:35, time: 1.009, data_time: 0.021, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8745, loss_cls: 1.2964, loss: 1.2964, grad_norm: 6.1002 2020-10-02 17:44:49,632 - mmaction - INFO - Epoch [61][1400/1997] lr: 7.500e-04, eta: 22:56:14, time: 1.045, data_time: 0.043, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8724, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.0427 2020-10-02 17:45:10,962 - mmaction - INFO - Epoch [61][1420/1997] lr: 7.500e-04, eta: 22:55:53, time: 1.067, data_time: 0.117, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8773, loss_cls: 1.2745, loss: 1.2745, grad_norm: 6.0658 2020-10-02 17:45:31,273 - mmaction - INFO - Epoch [61][1440/1997] lr: 7.500e-04, eta: 22:55:31, time: 1.014, data_time: 0.029, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8669, loss_cls: 1.2773, loss: 1.2773, grad_norm: 5.9844 2020-10-02 17:45:51,968 - mmaction - INFO - Epoch [61][1460/1997] lr: 7.500e-04, eta: 22:55:10, time: 1.035, data_time: 0.219, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8711, loss_cls: 1.2827, loss: 1.2827, grad_norm: 5.9221 2020-10-02 17:46:13,322 - mmaction - INFO - Epoch [61][1480/1997] lr: 7.500e-04, eta: 22:54:49, time: 1.069, data_time: 0.226, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2840, loss: 1.2840, grad_norm: 6.0997 2020-10-02 17:46:34,936 - mmaction - INFO - Epoch [61][1500/1997] lr: 7.500e-04, eta: 22:54:29, time: 1.081, data_time: 0.011, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8706, loss_cls: 1.3170, loss: 1.3170, grad_norm: 6.1647 2020-10-02 17:46:56,530 - mmaction - INFO - Epoch [61][1520/1997] lr: 7.500e-04, eta: 22:54:08, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8776, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.7786 2020-10-02 17:47:18,744 - mmaction - INFO - Epoch [61][1540/1997] lr: 7.500e-04, eta: 22:53:48, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8732, loss_cls: 1.2679, loss: 1.2679, grad_norm: 6.0615 2020-10-02 17:47:39,094 - mmaction - INFO - Epoch [61][1560/1997] lr: 7.500e-04, eta: 22:53:26, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8688, loss_cls: 1.2818, loss: 1.2818, grad_norm: 5.9466 2020-10-02 17:47:59,172 - mmaction - INFO - Epoch [61][1580/1997] lr: 7.500e-04, eta: 22:53:04, time: 1.004, data_time: 0.011, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8781, loss_cls: 1.2448, loss: 1.2448, grad_norm: 5.8841 2020-10-02 17:48:20,239 - mmaction - INFO - Epoch [61][1600/1997] lr: 7.500e-04, eta: 22:52:43, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8797, loss_cls: 1.2851, loss: 1.2851, grad_norm: 6.0172 2020-10-02 17:48:40,288 - mmaction - INFO - Epoch [61][1620/1997] lr: 7.500e-04, eta: 22:52:22, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8654, loss_cls: 1.3171, loss: 1.3171, grad_norm: 6.1105 2020-10-02 17:49:02,812 - mmaction - INFO - Epoch [61][1640/1997] lr: 7.500e-04, eta: 22:52:02, time: 1.127, data_time: 0.002, memory: 8350, top1_acc: 0.6740, top5_acc: 0.8654, loss_cls: 1.3225, loss: 1.3225, grad_norm: 6.1346 2020-10-02 17:49:22,671 - mmaction - INFO - Epoch [61][1660/1997] lr: 7.500e-04, eta: 22:51:40, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2988, loss: 1.2988, grad_norm: 6.0950 2020-10-02 17:49:44,316 - mmaction - INFO - Epoch [61][1680/1997] lr: 7.500e-04, eta: 22:51:19, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8831, loss_cls: 1.2472, loss: 1.2472, grad_norm: 5.8992 2020-10-02 17:50:05,762 - mmaction - INFO - Epoch [61][1700/1997] lr: 7.500e-04, eta: 22:50:58, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8654, loss_cls: 1.3091, loss: 1.3091, grad_norm: 6.0621 2020-10-02 17:50:25,425 - mmaction - INFO - Epoch [61][1720/1997] lr: 7.500e-04, eta: 22:50:36, time: 0.983, data_time: 0.001, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8802, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.9465 2020-10-02 17:50:46,603 - mmaction - INFO - Epoch [61][1740/1997] lr: 7.500e-04, eta: 22:50:15, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8737, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.9857 2020-10-02 17:51:07,175 - mmaction - INFO - Epoch [61][1760/1997] lr: 7.500e-04, eta: 22:49:54, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8753, loss_cls: 1.2561, loss: 1.2561, grad_norm: 6.0448 2020-10-02 17:51:28,936 - mmaction - INFO - Epoch [61][1780/1997] lr: 7.500e-04, eta: 22:49:33, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8669, loss_cls: 1.3174, loss: 1.3174, grad_norm: 6.0797 2020-10-02 17:51:50,011 - mmaction - INFO - Epoch [61][1800/1997] lr: 7.500e-04, eta: 22:49:12, time: 1.055, data_time: 0.004, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8714, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.8444 2020-10-02 17:52:11,072 - mmaction - INFO - Epoch [61][1820/1997] lr: 7.500e-04, eta: 22:48:51, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8706, loss_cls: 1.2871, loss: 1.2871, grad_norm: 6.0229 2020-10-02 17:52:31,341 - mmaction - INFO - Epoch [61][1840/1997] lr: 7.500e-04, eta: 22:48:30, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8745, loss_cls: 1.2640, loss: 1.2640, grad_norm: 6.0842 2020-10-02 17:52:52,358 - mmaction - INFO - Epoch [61][1860/1997] lr: 7.500e-04, eta: 22:48:09, time: 1.051, data_time: 0.003, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8760, loss_cls: 1.2441, loss: 1.2441, grad_norm: 5.9914 2020-10-02 17:53:13,378 - mmaction - INFO - Epoch [61][1880/1997] lr: 7.500e-04, eta: 22:47:48, time: 1.051, data_time: 0.003, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8719, loss_cls: 1.3013, loss: 1.3013, grad_norm: 6.0331 2020-10-02 17:53:33,824 - mmaction - INFO - Epoch [61][1900/1997] lr: 7.500e-04, eta: 22:47:26, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8654, loss_cls: 1.3082, loss: 1.3082, grad_norm: 5.9843 2020-10-02 17:53:54,982 - mmaction - INFO - Epoch [61][1920/1997] lr: 7.500e-04, eta: 22:47:05, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8732, loss_cls: 1.2618, loss: 1.2618, grad_norm: 6.0906 2020-10-02 17:54:16,250 - mmaction - INFO - Epoch [61][1940/1997] lr: 7.500e-04, eta: 22:46:45, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8797, loss_cls: 1.2717, loss: 1.2717, grad_norm: 6.0504 2020-10-02 17:54:37,532 - mmaction - INFO - Epoch [61][1960/1997] lr: 7.500e-04, eta: 22:46:24, time: 1.065, data_time: 0.003, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8698, loss_cls: 1.2784, loss: 1.2784, grad_norm: 6.0763 2020-10-02 17:54:57,107 - mmaction - INFO - Epoch [61][1980/1997] lr: 7.500e-04, eta: 22:46:02, time: 0.978, data_time: 0.001, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8701, loss_cls: 1.2767, loss: 1.2767, grad_norm: 6.1240 2020-10-02 17:55:15,644 - mmaction - INFO - Saving checkpoint at 61 epochs 2020-10-02 17:56:01,151 - mmaction - INFO - Epoch [62][20/1997] lr: 7.500e-04, eta: 22:45:26, time: 2.209, data_time: 1.016, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8794, loss_cls: 1.2324, loss: 1.2324, grad_norm: 5.9193 2020-10-02 17:56:23,510 - mmaction - INFO - Epoch [62][40/1997] lr: 7.500e-04, eta: 22:45:06, time: 1.118, data_time: 0.001, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8755, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.8616 2020-10-02 17:56:43,053 - mmaction - INFO - Epoch [62][60/1997] lr: 7.500e-04, eta: 22:44:44, time: 0.976, data_time: 0.002, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8721, loss_cls: 1.3013, loss: 1.3013, grad_norm: 5.9683 2020-10-02 17:57:03,971 - mmaction - INFO - Epoch [62][80/1997] lr: 7.500e-04, eta: 22:44:23, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8784, loss_cls: 1.2204, loss: 1.2204, grad_norm: 5.9898 2020-10-02 17:57:25,702 - mmaction - INFO - Epoch [62][100/1997] lr: 7.500e-04, eta: 22:44:02, time: 1.088, data_time: 0.003, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8807, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.9062 2020-10-02 17:57:46,386 - mmaction - INFO - Epoch [62][120/1997] lr: 7.500e-04, eta: 22:43:41, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8680, loss_cls: 1.2948, loss: 1.2948, grad_norm: 6.0486 2020-10-02 17:58:06,644 - mmaction - INFO - Epoch [62][140/1997] lr: 7.500e-04, eta: 22:43:19, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8753, loss_cls: 1.2626, loss: 1.2626, grad_norm: 6.0187 2020-10-02 17:58:27,285 - mmaction - INFO - Epoch [62][160/1997] lr: 7.500e-04, eta: 22:42:58, time: 1.033, data_time: 0.003, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8846, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.8469 2020-10-02 17:58:49,003 - mmaction - INFO - Epoch [62][180/1997] lr: 7.500e-04, eta: 22:42:37, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8708, loss_cls: 1.2896, loss: 1.2896, grad_norm: 6.0418 2020-10-02 17:59:08,709 - mmaction - INFO - Epoch [62][200/1997] lr: 7.500e-04, eta: 22:42:16, time: 0.986, data_time: 0.001, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8734, loss_cls: 1.2559, loss: 1.2559, grad_norm: 5.9035 2020-10-02 17:59:29,478 - mmaction - INFO - Epoch [62][220/1997] lr: 7.500e-04, eta: 22:41:54, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8784, loss_cls: 1.2490, loss: 1.2490, grad_norm: 6.0324 2020-10-02 17:59:50,930 - mmaction - INFO - Epoch [62][240/1997] lr: 7.500e-04, eta: 22:41:33, time: 1.072, data_time: 0.045, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8721, loss_cls: 1.2716, loss: 1.2716, grad_norm: 6.0180 2020-10-02 18:00:12,009 - mmaction - INFO - Epoch [62][260/1997] lr: 7.500e-04, eta: 22:41:12, time: 1.054, data_time: 0.258, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8706, loss_cls: 1.2694, loss: 1.2694, grad_norm: 6.0374 2020-10-02 18:00:32,535 - mmaction - INFO - Epoch [62][280/1997] lr: 7.500e-04, eta: 22:40:51, time: 1.026, data_time: 0.203, memory: 8350, top1_acc: 0.6776, top5_acc: 0.8656, loss_cls: 1.3443, loss: 1.3443, grad_norm: 6.1996 2020-10-02 18:00:54,574 - mmaction - INFO - Epoch [62][300/1997] lr: 7.500e-04, eta: 22:40:31, time: 1.102, data_time: 0.040, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8784, loss_cls: 1.2463, loss: 1.2463, grad_norm: 6.0552 2020-10-02 18:01:17,732 - mmaction - INFO - Epoch [62][320/1997] lr: 7.500e-04, eta: 22:40:11, time: 1.159, data_time: 0.002, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8734, loss_cls: 1.2307, loss: 1.2307, grad_norm: 5.9512 2020-10-02 18:01:37,140 - mmaction - INFO - Epoch [62][340/1997] lr: 7.500e-04, eta: 22:39:49, time: 0.970, data_time: 0.001, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8716, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.0845 2020-10-02 18:01:57,684 - mmaction - INFO - Epoch [62][360/1997] lr: 7.500e-04, eta: 22:39:28, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8794, loss_cls: 1.2464, loss: 1.2464, grad_norm: 5.9900 2020-10-02 18:02:19,302 - mmaction - INFO - Epoch [62][380/1997] lr: 7.500e-04, eta: 22:39:07, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8711, loss_cls: 1.2502, loss: 1.2502, grad_norm: 5.9615 2020-10-02 18:02:39,425 - mmaction - INFO - Epoch [62][400/1997] lr: 7.500e-04, eta: 22:38:45, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8745, loss_cls: 1.2615, loss: 1.2615, grad_norm: 5.9558 2020-10-02 18:03:01,054 - mmaction - INFO - Epoch [62][420/1997] lr: 7.500e-04, eta: 22:38:25, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.6937, top5_acc: 0.8823, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.9211 2020-10-02 18:03:23,153 - mmaction - INFO - Epoch [62][440/1997] lr: 7.500e-04, eta: 22:38:04, time: 1.106, data_time: 0.003, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2762, loss: 1.2762, grad_norm: 6.0244 2020-10-02 18:03:44,062 - mmaction - INFO - Epoch [62][460/1997] lr: 7.500e-04, eta: 22:37:43, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8802, loss_cls: 1.2295, loss: 1.2295, grad_norm: 5.9306 2020-10-02 18:04:03,872 - mmaction - INFO - Epoch [62][480/1997] lr: 7.500e-04, eta: 22:37:21, time: 0.990, data_time: 0.001, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8779, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.9366 2020-10-02 18:04:24,880 - mmaction - INFO - Epoch [62][500/1997] lr: 7.500e-04, eta: 22:37:00, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8643, loss_cls: 1.3305, loss: 1.3305, grad_norm: 6.1045 2020-10-02 18:04:46,602 - mmaction - INFO - Epoch [62][520/1997] lr: 7.500e-04, eta: 22:36:40, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8797, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.8597 2020-10-02 18:05:07,030 - mmaction - INFO - Epoch [62][540/1997] lr: 7.500e-04, eta: 22:36:18, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8818, loss_cls: 1.2248, loss: 1.2248, grad_norm: 5.9091 2020-10-02 18:05:28,611 - mmaction - INFO - Epoch [62][560/1997] lr: 7.500e-04, eta: 22:35:57, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2387, loss: 1.2387, grad_norm: 5.9324 2020-10-02 18:05:49,153 - mmaction - INFO - Epoch [62][580/1997] lr: 7.500e-04, eta: 22:35:36, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8732, loss_cls: 1.2728, loss: 1.2728, grad_norm: 5.8917 2020-10-02 18:06:10,414 - mmaction - INFO - Epoch [62][600/1997] lr: 7.500e-04, eta: 22:35:15, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8737, loss_cls: 1.2545, loss: 1.2545, grad_norm: 6.0168 2020-10-02 18:06:31,223 - mmaction - INFO - Epoch [62][620/1997] lr: 7.500e-04, eta: 22:34:54, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8706, loss_cls: 1.2965, loss: 1.2965, grad_norm: 6.0776 2020-10-02 18:06:53,651 - mmaction - INFO - Epoch [62][640/1997] lr: 7.500e-04, eta: 22:34:34, time: 1.121, data_time: 0.001, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8792, loss_cls: 1.2633, loss: 1.2633, grad_norm: 6.0468 2020-10-02 18:07:14,160 - mmaction - INFO - Epoch [62][660/1997] lr: 7.500e-04, eta: 22:34:12, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8768, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.9904 2020-10-02 18:07:35,015 - mmaction - INFO - Epoch [62][680/1997] lr: 7.500e-04, eta: 22:33:51, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8659, loss_cls: 1.2978, loss: 1.2978, grad_norm: 5.9505 2020-10-02 18:07:55,462 - mmaction - INFO - Epoch [62][700/1997] lr: 7.500e-04, eta: 22:33:30, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8760, loss_cls: 1.2820, loss: 1.2820, grad_norm: 6.1251 2020-10-02 18:08:16,227 - mmaction - INFO - Epoch [62][720/1997] lr: 7.500e-04, eta: 22:33:09, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8714, loss_cls: 1.3043, loss: 1.3043, grad_norm: 6.0082 2020-10-02 18:08:36,912 - mmaction - INFO - Epoch [62][740/1997] lr: 7.500e-04, eta: 22:32:47, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.3027, loss: 1.3027, grad_norm: 6.0909 2020-10-02 18:08:58,930 - mmaction - INFO - Epoch [62][760/1997] lr: 7.500e-04, eta: 22:32:27, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8880, loss_cls: 1.2175, loss: 1.2175, grad_norm: 5.9349 2020-10-02 18:09:19,542 - mmaction - INFO - Epoch [62][780/1997] lr: 7.500e-04, eta: 22:32:06, time: 1.032, data_time: 0.003, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8763, loss_cls: 1.2821, loss: 1.2821, grad_norm: 6.0015 2020-10-02 18:09:41,615 - mmaction - INFO - Epoch [62][800/1997] lr: 7.500e-04, eta: 22:31:45, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8763, loss_cls: 1.2415, loss: 1.2415, grad_norm: 5.9496 2020-10-02 18:10:03,718 - mmaction - INFO - Epoch [62][820/1997] lr: 7.500e-04, eta: 22:31:25, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8815, loss_cls: 1.2223, loss: 1.2223, grad_norm: 5.9561 2020-10-02 18:10:23,125 - mmaction - INFO - Epoch [62][840/1997] lr: 7.500e-04, eta: 22:31:03, time: 0.971, data_time: 0.003, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8776, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.8799 2020-10-02 18:10:43,928 - mmaction - INFO - Epoch [62][860/1997] lr: 7.500e-04, eta: 22:30:42, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8661, loss_cls: 1.3045, loss: 1.3045, grad_norm: 6.1034 2020-10-02 18:11:04,785 - mmaction - INFO - Epoch [62][880/1997] lr: 7.500e-04, eta: 22:30:20, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8682, loss_cls: 1.3002, loss: 1.3002, grad_norm: 6.1504 2020-10-02 18:11:26,014 - mmaction - INFO - Epoch [62][900/1997] lr: 7.500e-04, eta: 22:29:59, time: 1.063, data_time: 0.003, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2905, loss: 1.2905, grad_norm: 6.0248 2020-10-02 18:11:47,257 - mmaction - INFO - Epoch [62][920/1997] lr: 7.500e-04, eta: 22:29:39, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8669, loss_cls: 1.3257, loss: 1.3257, grad_norm: 6.0771 2020-10-02 18:12:07,170 - mmaction - INFO - Epoch [62][940/1997] lr: 7.500e-04, eta: 22:29:17, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8724, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.0511 2020-10-02 18:12:28,662 - mmaction - INFO - Epoch [62][960/1997] lr: 7.500e-04, eta: 22:28:56, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8685, loss_cls: 1.2724, loss: 1.2724, grad_norm: 5.9076 2020-10-02 18:12:49,741 - mmaction - INFO - Epoch [62][980/1997] lr: 7.500e-04, eta: 22:28:35, time: 1.054, data_time: 0.015, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8695, loss_cls: 1.2894, loss: 1.2894, grad_norm: 6.1061 2020-10-02 18:13:10,991 - mmaction - INFO - Epoch [62][1000/1997] lr: 7.500e-04, eta: 22:28:14, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2589, loss: 1.2589, grad_norm: 5.9647 2020-10-02 18:13:31,361 - mmaction - INFO - Epoch [62][1020/1997] lr: 7.500e-04, eta: 22:27:53, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8680, loss_cls: 1.2930, loss: 1.2930, grad_norm: 6.1527 2020-10-02 18:13:53,365 - mmaction - INFO - Epoch [62][1040/1997] lr: 7.500e-04, eta: 22:27:32, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8734, loss_cls: 1.2758, loss: 1.2758, grad_norm: 6.1678 2020-10-02 18:14:14,922 - mmaction - INFO - Epoch [62][1060/1997] lr: 7.500e-04, eta: 22:27:11, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8729, loss_cls: 1.2801, loss: 1.2801, grad_norm: 6.0675 2020-10-02 18:14:35,340 - mmaction - INFO - Epoch [62][1080/1997] lr: 7.500e-04, eta: 22:26:50, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2476, loss: 1.2476, grad_norm: 6.0129 2020-10-02 18:14:57,237 - mmaction - INFO - Epoch [62][1100/1997] lr: 7.500e-04, eta: 22:26:30, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8810, loss_cls: 1.2449, loss: 1.2449, grad_norm: 5.9884 2020-10-02 18:15:18,519 - mmaction - INFO - Epoch [62][1120/1997] lr: 7.500e-04, eta: 22:26:09, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8815, loss_cls: 1.2562, loss: 1.2562, grad_norm: 6.0514 2020-10-02 18:15:39,000 - mmaction - INFO - Epoch [62][1140/1997] lr: 7.500e-04, eta: 22:25:47, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8792, loss_cls: 1.2226, loss: 1.2226, grad_norm: 6.0241 2020-10-02 18:16:00,926 - mmaction - INFO - Epoch [62][1160/1997] lr: 7.500e-04, eta: 22:25:27, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8755, loss_cls: 1.2696, loss: 1.2696, grad_norm: 5.9866 2020-10-02 18:16:20,396 - mmaction - INFO - Epoch [62][1180/1997] lr: 7.500e-04, eta: 22:25:05, time: 0.973, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8820, loss_cls: 1.2005, loss: 1.2005, grad_norm: 5.8948 2020-10-02 18:16:41,807 - mmaction - INFO - Epoch [62][1200/1997] lr: 7.500e-04, eta: 22:24:44, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8714, loss_cls: 1.2903, loss: 1.2903, grad_norm: 6.1710 2020-10-02 18:17:03,013 - mmaction - INFO - Epoch [62][1220/1997] lr: 7.500e-04, eta: 22:24:23, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2590, loss: 1.2590, grad_norm: 6.0244 2020-10-02 18:17:23,422 - mmaction - INFO - Epoch [62][1240/1997] lr: 7.500e-04, eta: 22:24:02, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8701, loss_cls: 1.3093, loss: 1.3093, grad_norm: 6.2266 2020-10-02 18:17:44,034 - mmaction - INFO - Epoch [62][1260/1997] lr: 7.500e-04, eta: 22:23:40, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8740, loss_cls: 1.2797, loss: 1.2797, grad_norm: 6.1057 2020-10-02 18:18:06,373 - mmaction - INFO - Epoch [62][1280/1997] lr: 7.500e-04, eta: 22:23:20, time: 1.118, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2535, loss: 1.2535, grad_norm: 6.0307 2020-10-02 18:18:27,197 - mmaction - INFO - Epoch [62][1300/1997] lr: 7.500e-04, eta: 22:22:59, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8698, loss_cls: 1.2731, loss: 1.2731, grad_norm: 5.9896 2020-10-02 18:18:48,388 - mmaction - INFO - Epoch [62][1320/1997] lr: 7.500e-04, eta: 22:22:38, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6789, top5_acc: 0.8651, loss_cls: 1.3005, loss: 1.3005, grad_norm: 6.1417 2020-10-02 18:19:09,058 - mmaction - INFO - Epoch [62][1340/1997] lr: 7.500e-04, eta: 22:22:17, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2334, loss: 1.2334, grad_norm: 5.9295 2020-10-02 18:19:29,361 - mmaction - INFO - Epoch [62][1360/1997] lr: 7.500e-04, eta: 22:21:55, time: 1.016, data_time: 0.003, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8680, loss_cls: 1.2911, loss: 1.2911, grad_norm: 6.0772 2020-10-02 18:19:50,140 - mmaction - INFO - Epoch [62][1380/1997] lr: 7.500e-04, eta: 22:21:34, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8742, loss_cls: 1.2788, loss: 1.2788, grad_norm: 5.9735 2020-10-02 18:20:11,358 - mmaction - INFO - Epoch [62][1400/1997] lr: 7.500e-04, eta: 22:21:13, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8685, loss_cls: 1.2807, loss: 1.2807, grad_norm: 6.0140 2020-10-02 18:20:32,176 - mmaction - INFO - Epoch [62][1420/1997] lr: 7.500e-04, eta: 22:20:52, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8721, loss_cls: 1.2662, loss: 1.2662, grad_norm: 5.9853 2020-10-02 18:20:52,664 - mmaction - INFO - Epoch [62][1440/1997] lr: 7.500e-04, eta: 22:20:30, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8727, loss_cls: 1.2666, loss: 1.2666, grad_norm: 5.9419 2020-10-02 18:21:13,959 - mmaction - INFO - Epoch [62][1460/1997] lr: 7.500e-04, eta: 22:20:09, time: 1.065, data_time: 0.151, memory: 8350, top1_acc: 0.6826, top5_acc: 0.8693, loss_cls: 1.3000, loss: 1.3000, grad_norm: 6.1631 2020-10-02 18:21:34,129 - mmaction - INFO - Epoch [62][1480/1997] lr: 7.500e-04, eta: 22:19:48, time: 1.009, data_time: 0.041, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.3076, loss: 1.3076, grad_norm: 6.1503 2020-10-02 18:21:55,449 - mmaction - INFO - Epoch [62][1500/1997] lr: 7.500e-04, eta: 22:19:27, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8643, loss_cls: 1.3113, loss: 1.3113, grad_norm: 6.0880 2020-10-02 18:22:16,899 - mmaction - INFO - Epoch [62][1520/1997] lr: 7.500e-04, eta: 22:19:06, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.3070, loss: 1.3070, grad_norm: 6.1639 2020-10-02 18:22:36,817 - mmaction - INFO - Epoch [62][1540/1997] lr: 7.500e-04, eta: 22:18:44, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8763, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.9181 2020-10-02 18:22:59,214 - mmaction - INFO - Epoch [62][1560/1997] lr: 7.500e-04, eta: 22:18:24, time: 1.120, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8714, loss_cls: 1.3020, loss: 1.3020, grad_norm: 6.1019 2020-10-02 18:23:19,622 - mmaction - INFO - Epoch [62][1580/1997] lr: 7.500e-04, eta: 22:18:03, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8763, loss_cls: 1.2701, loss: 1.2701, grad_norm: 6.0096 2020-10-02 18:23:39,934 - mmaction - INFO - Epoch [62][1600/1997] lr: 7.500e-04, eta: 22:17:41, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2767, loss: 1.2767, grad_norm: 6.0810 2020-10-02 18:24:01,571 - mmaction - INFO - Epoch [62][1620/1997] lr: 7.500e-04, eta: 22:17:21, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8682, loss_cls: 1.3074, loss: 1.3074, grad_norm: 6.1590 2020-10-02 18:24:21,582 - mmaction - INFO - Epoch [62][1640/1997] lr: 7.500e-04, eta: 22:16:59, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8685, loss_cls: 1.2937, loss: 1.2937, grad_norm: 6.1387 2020-10-02 18:24:42,270 - mmaction - INFO - Epoch [62][1660/1997] lr: 7.500e-04, eta: 22:16:38, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8786, loss_cls: 1.2556, loss: 1.2556, grad_norm: 5.9787 2020-10-02 18:25:03,376 - mmaction - INFO - Epoch [62][1680/1997] lr: 7.500e-04, eta: 22:16:17, time: 1.056, data_time: 0.046, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2277, loss: 1.2277, grad_norm: 6.0629 2020-10-02 18:25:24,229 - mmaction - INFO - Epoch [62][1700/1997] lr: 7.500e-04, eta: 22:15:56, time: 1.042, data_time: 0.004, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.9665 2020-10-02 18:25:45,643 - mmaction - INFO - Epoch [62][1720/1997] lr: 7.500e-04, eta: 22:15:35, time: 1.071, data_time: 0.154, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8807, loss_cls: 1.2190, loss: 1.2190, grad_norm: 5.9544 2020-10-02 18:26:06,253 - mmaction - INFO - Epoch [62][1740/1997] lr: 7.500e-04, eta: 22:15:13, time: 1.030, data_time: 0.009, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8807, loss_cls: 1.2457, loss: 1.2457, grad_norm: 6.2091 2020-10-02 18:26:28,316 - mmaction - INFO - Epoch [62][1760/1997] lr: 7.500e-04, eta: 22:14:53, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.6760, top5_acc: 0.8651, loss_cls: 1.3255, loss: 1.3255, grad_norm: 6.2386 2020-10-02 18:26:49,713 - mmaction - INFO - Epoch [62][1780/1997] lr: 7.500e-04, eta: 22:14:32, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2394, loss: 1.2394, grad_norm: 5.9025 2020-10-02 18:27:09,558 - mmaction - INFO - Epoch [62][1800/1997] lr: 7.500e-04, eta: 22:14:10, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8641, loss_cls: 1.3299, loss: 1.3299, grad_norm: 6.1101 2020-10-02 18:27:30,688 - mmaction - INFO - Epoch [62][1820/1997] lr: 7.500e-04, eta: 22:13:49, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8820, loss_cls: 1.2392, loss: 1.2392, grad_norm: 5.8466 2020-10-02 18:27:50,756 - mmaction - INFO - Epoch [62][1840/1997] lr: 7.500e-04, eta: 22:13:28, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8734, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.9169 2020-10-02 18:28:13,743 - mmaction - INFO - Epoch [62][1860/1997] lr: 7.500e-04, eta: 22:13:08, time: 1.149, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8781, loss_cls: 1.2553, loss: 1.2553, grad_norm: 5.9624 2020-10-02 18:28:34,518 - mmaction - INFO - Epoch [62][1880/1997] lr: 7.500e-04, eta: 22:12:47, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8724, loss_cls: 1.2717, loss: 1.2717, grad_norm: 5.9859 2020-10-02 18:28:54,437 - mmaction - INFO - Epoch [62][1900/1997] lr: 7.500e-04, eta: 22:12:25, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8794, loss_cls: 1.2551, loss: 1.2551, grad_norm: 6.0542 2020-10-02 18:29:15,516 - mmaction - INFO - Epoch [62][1920/1997] lr: 7.500e-04, eta: 22:12:04, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8703, loss_cls: 1.2918, loss: 1.2918, grad_norm: 6.1228 2020-10-02 18:29:36,654 - mmaction - INFO - Epoch [62][1940/1997] lr: 7.500e-04, eta: 22:11:43, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8711, loss_cls: 1.2598, loss: 1.2598, grad_norm: 5.9887 2020-10-02 18:29:57,016 - mmaction - INFO - Epoch [62][1960/1997] lr: 7.500e-04, eta: 22:11:22, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2548, loss: 1.2548, grad_norm: 6.0064 2020-10-02 18:30:18,090 - mmaction - INFO - Epoch [62][1980/1997] lr: 7.500e-04, eta: 22:11:00, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8737, loss_cls: 1.2463, loss: 1.2463, grad_norm: 5.9733 2020-10-02 18:30:37,042 - mmaction - INFO - Saving checkpoint at 62 epochs 2020-10-02 18:31:23,167 - mmaction - INFO - Epoch [63][20/1997] lr: 7.500e-04, eta: 22:10:25, time: 2.260, data_time: 1.252, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.2724, loss: 1.2724, grad_norm: 5.9930 2020-10-02 18:31:44,624 - mmaction - INFO - Epoch [63][40/1997] lr: 7.500e-04, eta: 22:10:05, time: 1.073, data_time: 0.028, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8878, loss_cls: 1.2200, loss: 1.2200, grad_norm: 5.9541 2020-10-02 18:32:05,307 - mmaction - INFO - Epoch [63][60/1997] lr: 7.500e-04, eta: 22:09:43, time: 1.034, data_time: 0.114, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8669, loss_cls: 1.3232, loss: 1.3232, grad_norm: 6.1149 2020-10-02 18:32:25,978 - mmaction - INFO - Epoch [63][80/1997] lr: 7.500e-04, eta: 22:09:22, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8719, loss_cls: 1.2764, loss: 1.2764, grad_norm: 5.8902 2020-10-02 18:32:47,596 - mmaction - INFO - Epoch [63][100/1997] lr: 7.500e-04, eta: 22:09:01, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8763, loss_cls: 1.2424, loss: 1.2424, grad_norm: 5.8996 2020-10-02 18:33:08,840 - mmaction - INFO - Epoch [63][120/1997] lr: 7.500e-04, eta: 22:08:40, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2413, loss: 1.2413, grad_norm: 5.9297 2020-10-02 18:33:29,754 - mmaction - INFO - Epoch [63][140/1997] lr: 7.500e-04, eta: 22:08:19, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2674, loss: 1.2674, grad_norm: 6.0044 2020-10-02 18:33:51,739 - mmaction - INFO - Epoch [63][160/1997] lr: 7.500e-04, eta: 22:07:59, time: 1.100, data_time: 0.003, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8776, loss_cls: 1.2526, loss: 1.2526, grad_norm: 6.1431 2020-10-02 18:34:12,990 - mmaction - INFO - Epoch [63][180/1997] lr: 7.500e-04, eta: 22:07:38, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8870, loss_cls: 1.2118, loss: 1.2118, grad_norm: 5.9616 2020-10-02 18:34:33,615 - mmaction - INFO - Epoch [63][200/1997] lr: 7.500e-04, eta: 22:07:17, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8747, loss_cls: 1.2334, loss: 1.2334, grad_norm: 5.9204 2020-10-02 18:34:54,221 - mmaction - INFO - Epoch [63][220/1997] lr: 7.500e-04, eta: 22:06:55, time: 1.031, data_time: 0.003, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8839, loss_cls: 1.2203, loss: 1.2203, grad_norm: 6.0145 2020-10-02 18:35:15,737 - mmaction - INFO - Epoch [63][240/1997] lr: 7.500e-04, eta: 22:06:35, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2300, loss: 1.2300, grad_norm: 6.0610 2020-10-02 18:35:35,728 - mmaction - INFO - Epoch [63][260/1997] lr: 7.500e-04, eta: 22:06:13, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2544, loss: 1.2544, grad_norm: 5.9627 2020-10-02 18:35:57,709 - mmaction - INFO - Epoch [63][280/1997] lr: 7.500e-04, eta: 22:05:52, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8786, loss_cls: 1.2743, loss: 1.2743, grad_norm: 6.1246 2020-10-02 18:36:17,840 - mmaction - INFO - Epoch [63][300/1997] lr: 7.500e-04, eta: 22:05:31, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8792, loss_cls: 1.2671, loss: 1.2671, grad_norm: 6.0665 2020-10-02 18:36:38,586 - mmaction - INFO - Epoch [63][320/1997] lr: 7.500e-04, eta: 22:05:10, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8818, loss_cls: 1.2128, loss: 1.2128, grad_norm: 5.9548 2020-10-02 18:37:00,046 - mmaction - INFO - Epoch [63][340/1997] lr: 7.500e-04, eta: 22:04:49, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8711, loss_cls: 1.2730, loss: 1.2730, grad_norm: 6.1622 2020-10-02 18:37:21,276 - mmaction - INFO - Epoch [63][360/1997] lr: 7.500e-04, eta: 22:04:28, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8729, loss_cls: 1.2524, loss: 1.2524, grad_norm: 6.0662 2020-10-02 18:37:41,164 - mmaction - INFO - Epoch [63][380/1997] lr: 7.500e-04, eta: 22:04:06, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8716, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.9128 2020-10-02 18:38:02,646 - mmaction - INFO - Epoch [63][400/1997] lr: 7.500e-04, eta: 22:03:45, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.6839, top5_acc: 0.8732, loss_cls: 1.2915, loss: 1.2915, grad_norm: 6.0518 2020-10-02 18:38:23,048 - mmaction - INFO - Epoch [63][420/1997] lr: 7.500e-04, eta: 22:03:24, time: 1.022, data_time: 0.003, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8753, loss_cls: 1.2558, loss: 1.2558, grad_norm: 6.0041 2020-10-02 18:38:44,043 - mmaction - INFO - Epoch [63][440/1997] lr: 7.500e-04, eta: 22:03:03, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8779, loss_cls: 1.2595, loss: 1.2595, grad_norm: 6.0226 2020-10-02 18:39:05,950 - mmaction - INFO - Epoch [63][460/1997] lr: 7.500e-04, eta: 22:02:42, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2643, loss: 1.2643, grad_norm: 6.0971 2020-10-02 18:39:26,024 - mmaction - INFO - Epoch [63][480/1997] lr: 7.500e-04, eta: 22:02:21, time: 1.005, data_time: 0.003, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8721, loss_cls: 1.2990, loss: 1.2990, grad_norm: 6.1257 2020-10-02 18:39:46,917 - mmaction - INFO - Epoch [63][500/1997] lr: 7.500e-04, eta: 22:02:00, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8706, loss_cls: 1.2804, loss: 1.2804, grad_norm: 5.9345 2020-10-02 18:40:07,773 - mmaction - INFO - Epoch [63][520/1997] lr: 7.500e-04, eta: 22:01:38, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2546, loss: 1.2546, grad_norm: 6.0890 2020-10-02 18:40:29,983 - mmaction - INFO - Epoch [63][540/1997] lr: 7.500e-04, eta: 22:01:18, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8714, loss_cls: 1.2818, loss: 1.2818, grad_norm: 6.1342 2020-10-02 18:40:50,280 - mmaction - INFO - Epoch [63][560/1997] lr: 7.500e-04, eta: 22:00:57, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8763, loss_cls: 1.2588, loss: 1.2588, grad_norm: 6.0352 2020-10-02 18:41:10,879 - mmaction - INFO - Epoch [63][580/1997] lr: 7.500e-04, eta: 22:00:35, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.2201, loss: 1.2201, grad_norm: 5.9439 2020-10-02 18:41:32,979 - mmaction - INFO - Epoch [63][600/1997] lr: 7.500e-04, eta: 22:00:15, time: 1.104, data_time: 0.001, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8784, loss_cls: 1.2276, loss: 1.2276, grad_norm: 5.9442 2020-10-02 18:41:53,046 - mmaction - INFO - Epoch [63][620/1997] lr: 7.500e-04, eta: 21:59:53, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8714, loss_cls: 1.2697, loss: 1.2697, grad_norm: 5.9300 2020-10-02 18:42:14,409 - mmaction - INFO - Epoch [63][640/1997] lr: 7.500e-04, eta: 21:59:32, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2276, loss: 1.2276, grad_norm: 5.9201 2020-10-02 18:42:35,429 - mmaction - INFO - Epoch [63][660/1997] lr: 7.500e-04, eta: 21:59:11, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8708, loss_cls: 1.2833, loss: 1.2833, grad_norm: 6.1090 2020-10-02 18:42:55,738 - mmaction - INFO - Epoch [63][680/1997] lr: 7.500e-04, eta: 21:58:50, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8664, loss_cls: 1.3117, loss: 1.3117, grad_norm: 5.9443 2020-10-02 18:43:17,408 - mmaction - INFO - Epoch [63][700/1997] lr: 7.500e-04, eta: 21:58:29, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8695, loss_cls: 1.2791, loss: 1.2791, grad_norm: 5.9895 2020-10-02 18:43:37,647 - mmaction - INFO - Epoch [63][720/1997] lr: 7.500e-04, eta: 21:58:08, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8747, loss_cls: 1.2586, loss: 1.2586, grad_norm: 5.8820 2020-10-02 18:43:58,818 - mmaction - INFO - Epoch [63][740/1997] lr: 7.500e-04, eta: 21:57:47, time: 1.059, data_time: 0.070, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8758, loss_cls: 1.2609, loss: 1.2609, grad_norm: 6.0543 2020-10-02 18:44:19,104 - mmaction - INFO - Epoch [63][760/1997] lr: 7.500e-04, eta: 21:57:25, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8737, loss_cls: 1.2726, loss: 1.2726, grad_norm: 6.0686 2020-10-02 18:44:40,323 - mmaction - INFO - Epoch [63][780/1997] lr: 7.500e-04, eta: 21:57:04, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8732, loss_cls: 1.2617, loss: 1.2617, grad_norm: 6.0929 2020-10-02 18:45:01,386 - mmaction - INFO - Epoch [63][800/1997] lr: 7.500e-04, eta: 21:56:43, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3009, loss: 1.3009, grad_norm: 6.1719 2020-10-02 18:45:22,273 - mmaction - INFO - Epoch [63][820/1997] lr: 7.500e-04, eta: 21:56:22, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8797, loss_cls: 1.2492, loss: 1.2492, grad_norm: 6.0295 2020-10-02 18:45:43,472 - mmaction - INFO - Epoch [63][840/1997] lr: 7.500e-04, eta: 21:56:01, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8703, loss_cls: 1.2985, loss: 1.2985, grad_norm: 6.0394 2020-10-02 18:46:04,265 - mmaction - INFO - Epoch [63][860/1997] lr: 7.500e-04, eta: 21:55:40, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8724, loss_cls: 1.2651, loss: 1.2651, grad_norm: 5.9344 2020-10-02 18:46:25,469 - mmaction - INFO - Epoch [63][880/1997] lr: 7.500e-04, eta: 21:55:19, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8776, loss_cls: 1.2393, loss: 1.2393, grad_norm: 5.9141 2020-10-02 18:46:45,947 - mmaction - INFO - Epoch [63][900/1997] lr: 7.500e-04, eta: 21:54:58, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8719, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.9994 2020-10-02 18:47:06,793 - mmaction - INFO - Epoch [63][920/1997] lr: 7.500e-04, eta: 21:54:36, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6937, top5_acc: 0.8708, loss_cls: 1.2834, loss: 1.2834, grad_norm: 6.1323 2020-10-02 18:47:28,610 - mmaction - INFO - Epoch [63][940/1997] lr: 7.500e-04, eta: 21:54:16, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8766, loss_cls: 1.2725, loss: 1.2725, grad_norm: 6.0860 2020-10-02 18:47:48,447 - mmaction - INFO - Epoch [63][960/1997] lr: 7.500e-04, eta: 21:53:54, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8776, loss_cls: 1.2459, loss: 1.2459, grad_norm: 6.0201 2020-10-02 18:48:09,897 - mmaction - INFO - Epoch [63][980/1997] lr: 7.500e-04, eta: 21:53:33, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3368, loss: 1.3368, grad_norm: 6.2654 2020-10-02 18:48:30,529 - mmaction - INFO - Epoch [63][1000/1997] lr: 7.500e-04, eta: 21:53:12, time: 1.031, data_time: 0.069, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2490, loss: 1.2490, grad_norm: 6.0063 2020-10-02 18:48:52,123 - mmaction - INFO - Epoch [63][1020/1997] lr: 7.500e-04, eta: 21:52:51, time: 1.081, data_time: 0.015, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2580, loss: 1.2580, grad_norm: 5.9963 2020-10-02 18:49:12,865 - mmaction - INFO - Epoch [63][1040/1997] lr: 7.500e-04, eta: 21:52:30, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8781, loss_cls: 1.2517, loss: 1.2517, grad_norm: 6.1312 2020-10-02 18:49:34,924 - mmaction - INFO - Epoch [63][1060/1997] lr: 7.500e-04, eta: 21:52:10, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8737, loss_cls: 1.2293, loss: 1.2293, grad_norm: 5.9791 2020-10-02 18:49:55,848 - mmaction - INFO - Epoch [63][1080/1997] lr: 7.500e-04, eta: 21:51:48, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2792, loss: 1.2792, grad_norm: 6.1658 2020-10-02 18:50:16,526 - mmaction - INFO - Epoch [63][1100/1997] lr: 7.500e-04, eta: 21:51:27, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8669, loss_cls: 1.2831, loss: 1.2831, grad_norm: 6.0987 2020-10-02 18:50:37,640 - mmaction - INFO - Epoch [63][1120/1997] lr: 7.500e-04, eta: 21:51:06, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8732, loss_cls: 1.2483, loss: 1.2483, grad_norm: 6.0050 2020-10-02 18:50:59,146 - mmaction - INFO - Epoch [63][1140/1997] lr: 7.500e-04, eta: 21:50:45, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8771, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.1093 2020-10-02 18:51:19,644 - mmaction - INFO - Epoch [63][1160/1997] lr: 7.500e-04, eta: 21:50:24, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.1488 2020-10-02 18:51:40,978 - mmaction - INFO - Epoch [63][1180/1997] lr: 7.500e-04, eta: 21:50:03, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2386, loss: 1.2386, grad_norm: 6.0054 2020-10-02 18:52:03,205 - mmaction - INFO - Epoch [63][1200/1997] lr: 7.500e-04, eta: 21:49:43, time: 1.111, data_time: 0.001, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8815, loss_cls: 1.2261, loss: 1.2261, grad_norm: 6.0572 2020-10-02 18:52:23,032 - mmaction - INFO - Epoch [63][1220/1997] lr: 7.500e-04, eta: 21:49:21, time: 0.991, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8760, loss_cls: 1.2473, loss: 1.2473, grad_norm: 6.0191 2020-10-02 18:52:42,967 - mmaction - INFO - Epoch [63][1240/1997] lr: 7.500e-04, eta: 21:48:59, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8716, loss_cls: 1.3076, loss: 1.3076, grad_norm: 6.1781 2020-10-02 18:53:04,457 - mmaction - INFO - Epoch [63][1260/1997] lr: 7.500e-04, eta: 21:48:39, time: 1.075, data_time: 0.128, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2385, loss: 1.2385, grad_norm: 5.9749 2020-10-02 18:53:25,815 - mmaction - INFO - Epoch [63][1280/1997] lr: 7.500e-04, eta: 21:48:18, time: 1.068, data_time: 0.238, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8792, loss_cls: 1.2223, loss: 1.2223, grad_norm: 5.9422 2020-10-02 18:53:46,935 - mmaction - INFO - Epoch [63][1300/1997] lr: 7.500e-04, eta: 21:47:57, time: 1.056, data_time: 0.003, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8771, loss_cls: 1.2590, loss: 1.2590, grad_norm: 6.0158 2020-10-02 18:54:08,163 - mmaction - INFO - Epoch [63][1320/1997] lr: 7.500e-04, eta: 21:47:36, time: 1.062, data_time: 0.005, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8708, loss_cls: 1.3002, loss: 1.3002, grad_norm: 6.2910 2020-10-02 18:54:28,746 - mmaction - INFO - Epoch [63][1340/1997] lr: 7.500e-04, eta: 21:47:15, time: 1.029, data_time: 0.101, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8747, loss_cls: 1.2447, loss: 1.2447, grad_norm: 6.0084 2020-10-02 18:54:49,742 - mmaction - INFO - Epoch [63][1360/1997] lr: 7.500e-04, eta: 21:46:53, time: 1.050, data_time: 0.008, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8708, loss_cls: 1.3114, loss: 1.3114, grad_norm: 6.1989 2020-10-02 18:55:11,929 - mmaction - INFO - Epoch [63][1380/1997] lr: 7.500e-04, eta: 21:46:33, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8872, loss_cls: 1.2237, loss: 1.2237, grad_norm: 6.0388 2020-10-02 18:55:31,620 - mmaction - INFO - Epoch [63][1400/1997] lr: 7.500e-04, eta: 21:46:11, time: 0.985, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2539, loss: 1.2539, grad_norm: 6.0709 2020-10-02 18:55:53,373 - mmaction - INFO - Epoch [63][1420/1997] lr: 7.500e-04, eta: 21:45:51, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8682, loss_cls: 1.2922, loss: 1.2922, grad_norm: 6.1465 2020-10-02 18:56:14,362 - mmaction - INFO - Epoch [63][1440/1997] lr: 7.500e-04, eta: 21:45:30, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8768, loss_cls: 1.2795, loss: 1.2795, grad_norm: 6.0601 2020-10-02 18:56:34,346 - mmaction - INFO - Epoch [63][1460/1997] lr: 7.500e-04, eta: 21:45:08, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8768, loss_cls: 1.2782, loss: 1.2782, grad_norm: 6.2464 2020-10-02 18:56:55,666 - mmaction - INFO - Epoch [63][1480/1997] lr: 7.500e-04, eta: 21:44:47, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8719, loss_cls: 1.2467, loss: 1.2467, grad_norm: 5.9709 2020-10-02 18:57:16,326 - mmaction - INFO - Epoch [63][1500/1997] lr: 7.500e-04, eta: 21:44:26, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8831, loss_cls: 1.2095, loss: 1.2095, grad_norm: 6.0951 2020-10-02 18:57:37,186 - mmaction - INFO - Epoch [63][1520/1997] lr: 7.500e-04, eta: 21:44:05, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8755, loss_cls: 1.2675, loss: 1.2675, grad_norm: 6.1480 2020-10-02 18:57:57,743 - mmaction - INFO - Epoch [63][1540/1997] lr: 7.500e-04, eta: 21:43:43, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8768, loss_cls: 1.2458, loss: 1.2458, grad_norm: 6.0364 2020-10-02 18:58:19,230 - mmaction - INFO - Epoch [63][1560/1997] lr: 7.500e-04, eta: 21:43:22, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8672, loss_cls: 1.3081, loss: 1.3081, grad_norm: 6.0630 2020-10-02 18:58:40,851 - mmaction - INFO - Epoch [63][1580/1997] lr: 7.500e-04, eta: 21:43:02, time: 1.082, data_time: 0.003, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8753, loss_cls: 1.2697, loss: 1.2697, grad_norm: 5.9650 2020-10-02 18:59:01,375 - mmaction - INFO - Epoch [63][1600/1997] lr: 7.500e-04, eta: 21:42:40, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6937, top5_acc: 0.8690, loss_cls: 1.2967, loss: 1.2967, grad_norm: 6.0386 2020-10-02 18:59:23,076 - mmaction - INFO - Epoch [63][1620/1997] lr: 7.500e-04, eta: 21:42:20, time: 1.087, data_time: 0.003, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8758, loss_cls: 1.2425, loss: 1.2425, grad_norm: 5.9765 2020-10-02 18:59:44,695 - mmaction - INFO - Epoch [63][1640/1997] lr: 7.500e-04, eta: 21:41:59, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8833, loss_cls: 1.2234, loss: 1.2234, grad_norm: 6.0074 2020-10-02 19:00:06,706 - mmaction - INFO - Epoch [63][1660/1997] lr: 7.500e-04, eta: 21:41:39, time: 1.100, data_time: 0.001, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8807, loss_cls: 1.2467, loss: 1.2467, grad_norm: 6.0697 2020-10-02 19:00:27,497 - mmaction - INFO - Epoch [63][1680/1997] lr: 7.500e-04, eta: 21:41:17, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8716, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.1159 2020-10-02 19:00:47,964 - mmaction - INFO - Epoch [63][1700/1997] lr: 7.500e-04, eta: 21:40:56, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8820, loss_cls: 1.2411, loss: 1.2411, grad_norm: 6.1145 2020-10-02 19:01:08,422 - mmaction - INFO - Epoch [63][1720/1997] lr: 7.500e-04, eta: 21:40:35, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8753, loss_cls: 1.2780, loss: 1.2780, grad_norm: 6.1345 2020-10-02 19:01:29,781 - mmaction - INFO - Epoch [63][1740/1997] lr: 7.500e-04, eta: 21:40:14, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8708, loss_cls: 1.2718, loss: 1.2718, grad_norm: 6.0439 2020-10-02 19:01:50,679 - mmaction - INFO - Epoch [63][1760/1997] lr: 7.500e-04, eta: 21:39:53, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8794, loss_cls: 1.2805, loss: 1.2805, grad_norm: 6.0601 2020-10-02 19:02:12,190 - mmaction - INFO - Epoch [63][1780/1997] lr: 7.500e-04, eta: 21:39:32, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8732, loss_cls: 1.2783, loss: 1.2783, grad_norm: 6.1665 2020-10-02 19:02:32,752 - mmaction - INFO - Epoch [63][1800/1997] lr: 7.500e-04, eta: 21:39:11, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8674, loss_cls: 1.2937, loss: 1.2937, grad_norm: 6.0502 2020-10-02 19:02:54,165 - mmaction - INFO - Epoch [63][1820/1997] lr: 7.500e-04, eta: 21:38:50, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8763, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.1166 2020-10-02 19:03:14,599 - mmaction - INFO - Epoch [63][1840/1997] lr: 7.500e-04, eta: 21:38:28, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8792, loss_cls: 1.2822, loss: 1.2822, grad_norm: 6.1270 2020-10-02 19:03:34,923 - mmaction - INFO - Epoch [63][1860/1997] lr: 7.500e-04, eta: 21:38:07, time: 1.016, data_time: 0.015, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8698, loss_cls: 1.2869, loss: 1.2869, grad_norm: 6.0931 2020-10-02 19:03:56,298 - mmaction - INFO - Epoch [63][1880/1997] lr: 7.500e-04, eta: 21:37:46, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8701, loss_cls: 1.2830, loss: 1.2830, grad_norm: 6.0382 2020-10-02 19:04:17,296 - mmaction - INFO - Epoch [63][1900/1997] lr: 7.500e-04, eta: 21:37:25, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8630, loss_cls: 1.3131, loss: 1.3131, grad_norm: 6.0405 2020-10-02 19:04:38,220 - mmaction - INFO - Epoch [63][1920/1997] lr: 7.500e-04, eta: 21:37:04, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8701, loss_cls: 1.3196, loss: 1.3196, grad_norm: 6.2899 2020-10-02 19:05:00,545 - mmaction - INFO - Epoch [63][1940/1997] lr: 7.500e-04, eta: 21:36:44, time: 1.117, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8766, loss_cls: 1.2631, loss: 1.2631, grad_norm: 6.1264 2020-10-02 19:05:20,741 - mmaction - INFO - Epoch [63][1960/1997] lr: 7.500e-04, eta: 21:36:22, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8771, loss_cls: 1.2609, loss: 1.2609, grad_norm: 6.0652 2020-10-02 19:05:41,514 - mmaction - INFO - Epoch [63][1980/1997] lr: 7.500e-04, eta: 21:36:01, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8745, loss_cls: 1.2678, loss: 1.2678, grad_norm: 6.0381 2020-10-02 19:06:00,442 - mmaction - INFO - Saving checkpoint at 63 epochs 2020-10-02 19:06:48,354 - mmaction - INFO - Epoch [64][20/1997] lr: 7.500e-04, eta: 21:35:26, time: 2.312, data_time: 1.528, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8758, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.9510 2020-10-02 19:07:09,522 - mmaction - INFO - Epoch [64][40/1997] lr: 7.500e-04, eta: 21:35:05, time: 1.058, data_time: 0.058, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8737, loss_cls: 1.2774, loss: 1.2774, grad_norm: 6.0448 2020-10-02 19:07:31,687 - mmaction - INFO - Epoch [64][60/1997] lr: 7.500e-04, eta: 21:34:45, time: 1.109, data_time: 0.003, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8703, loss_cls: 1.2843, loss: 1.2843, grad_norm: 6.1021 2020-10-02 19:07:54,065 - mmaction - INFO - Epoch [64][80/1997] lr: 7.500e-04, eta: 21:34:24, time: 1.119, data_time: 0.001, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8786, loss_cls: 1.2129, loss: 1.2129, grad_norm: 5.9764 2020-10-02 19:08:13,368 - mmaction - INFO - Epoch [64][100/1997] lr: 7.500e-04, eta: 21:34:02, time: 0.965, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8831, loss_cls: 1.2267, loss: 1.2267, grad_norm: 6.0486 2020-10-02 19:08:34,810 - mmaction - INFO - Epoch [64][120/1997] lr: 7.500e-04, eta: 21:33:42, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8755, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.1240 2020-10-02 19:08:55,313 - mmaction - INFO - Epoch [64][140/1997] lr: 7.500e-04, eta: 21:33:20, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8831, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.8755 2020-10-02 19:09:16,218 - mmaction - INFO - Epoch [64][160/1997] lr: 7.500e-04, eta: 21:32:59, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8763, loss_cls: 1.2591, loss: 1.2591, grad_norm: 6.1274 2020-10-02 19:09:37,471 - mmaction - INFO - Epoch [64][180/1997] lr: 7.500e-04, eta: 21:32:38, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8812, loss_cls: 1.2176, loss: 1.2176, grad_norm: 5.9048 2020-10-02 19:09:58,663 - mmaction - INFO - Epoch [64][200/1997] lr: 7.500e-04, eta: 21:32:17, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8753, loss_cls: 1.2481, loss: 1.2481, grad_norm: 6.0651 2020-10-02 19:10:19,808 - mmaction - INFO - Epoch [64][220/1997] lr: 7.500e-04, eta: 21:31:56, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8727, loss_cls: 1.2519, loss: 1.2519, grad_norm: 6.0188 2020-10-02 19:10:40,733 - mmaction - INFO - Epoch [64][240/1997] lr: 7.500e-04, eta: 21:31:35, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.0176 2020-10-02 19:11:02,338 - mmaction - INFO - Epoch [64][260/1997] lr: 7.500e-04, eta: 21:31:14, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8625, loss_cls: 1.2936, loss: 1.2936, grad_norm: 6.1262 2020-10-02 19:11:22,728 - mmaction - INFO - Epoch [64][280/1997] lr: 7.500e-04, eta: 21:30:53, time: 1.020, data_time: 0.018, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8779, loss_cls: 1.2398, loss: 1.2398, grad_norm: 6.0998 2020-10-02 19:11:43,545 - mmaction - INFO - Epoch [64][300/1997] lr: 7.500e-04, eta: 21:30:32, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8747, loss_cls: 1.2662, loss: 1.2662, grad_norm: 6.0898 2020-10-02 19:12:06,285 - mmaction - INFO - Epoch [64][320/1997] lr: 7.500e-04, eta: 21:30:12, time: 1.137, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2194, loss: 1.2194, grad_norm: 6.0799 2020-10-02 19:12:26,368 - mmaction - INFO - Epoch [64][340/1997] lr: 7.500e-04, eta: 21:29:50, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8708, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.9608 2020-10-02 19:12:47,905 - mmaction - INFO - Epoch [64][360/1997] lr: 7.500e-04, eta: 21:29:29, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8880, loss_cls: 1.1834, loss: 1.1834, grad_norm: 6.0121 2020-10-02 19:13:08,262 - mmaction - INFO - Epoch [64][380/1997] lr: 7.500e-04, eta: 21:29:08, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8648, loss_cls: 1.2862, loss: 1.2862, grad_norm: 6.0653 2020-10-02 19:13:28,839 - mmaction - INFO - Epoch [64][400/1997] lr: 7.500e-04, eta: 21:28:47, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8701, loss_cls: 1.2563, loss: 1.2563, grad_norm: 6.0112 2020-10-02 19:13:50,512 - mmaction - INFO - Epoch [64][420/1997] lr: 7.500e-04, eta: 21:28:26, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8831, loss_cls: 1.2254, loss: 1.2254, grad_norm: 6.0071 2020-10-02 19:14:11,266 - mmaction - INFO - Epoch [64][440/1997] lr: 7.500e-04, eta: 21:28:05, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2401, loss: 1.2401, grad_norm: 6.0767 2020-10-02 19:14:32,256 - mmaction - INFO - Epoch [64][460/1997] lr: 7.500e-04, eta: 21:27:44, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8810, loss_cls: 1.2256, loss: 1.2256, grad_norm: 6.1484 2020-10-02 19:14:53,688 - mmaction - INFO - Epoch [64][480/1997] lr: 7.500e-04, eta: 21:27:23, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8794, loss_cls: 1.2239, loss: 1.2239, grad_norm: 6.0427 2020-10-02 19:15:15,547 - mmaction - INFO - Epoch [64][500/1997] lr: 7.500e-04, eta: 21:27:02, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8805, loss_cls: 1.2064, loss: 1.2064, grad_norm: 6.0383 2020-10-02 19:15:37,847 - mmaction - INFO - Epoch [64][520/1997] lr: 7.500e-04, eta: 21:26:42, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8768, loss_cls: 1.2579, loss: 1.2579, grad_norm: 5.9412 2020-10-02 19:15:57,629 - mmaction - INFO - Epoch [64][540/1997] lr: 7.500e-04, eta: 21:26:20, time: 0.989, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8701, loss_cls: 1.2712, loss: 1.2712, grad_norm: 6.1533 2020-10-02 19:16:19,159 - mmaction - INFO - Epoch [64][560/1997] lr: 7.500e-04, eta: 21:25:59, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8724, loss_cls: 1.2497, loss: 1.2497, grad_norm: 5.9762 2020-10-02 19:16:41,503 - mmaction - INFO - Epoch [64][580/1997] lr: 7.500e-04, eta: 21:25:39, time: 1.118, data_time: 0.003, memory: 8350, top1_acc: 0.6792, top5_acc: 0.8654, loss_cls: 1.3337, loss: 1.3337, grad_norm: 6.2741 2020-10-02 19:17:01,220 - mmaction - INFO - Epoch [64][600/1997] lr: 7.500e-04, eta: 21:25:17, time: 0.986, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8763, loss_cls: 1.2720, loss: 1.2720, grad_norm: 6.1037 2020-10-02 19:17:22,437 - mmaction - INFO - Epoch [64][620/1997] lr: 7.500e-04, eta: 21:24:56, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8753, loss_cls: 1.2480, loss: 1.2480, grad_norm: 6.1195 2020-10-02 19:17:44,022 - mmaction - INFO - Epoch [64][640/1997] lr: 7.500e-04, eta: 21:24:36, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8789, loss_cls: 1.2578, loss: 1.2578, grad_norm: 6.1119 2020-10-02 19:18:04,164 - mmaction - INFO - Epoch [64][660/1997] lr: 7.500e-04, eta: 21:24:14, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8703, loss_cls: 1.2764, loss: 1.2764, grad_norm: 6.0825 2020-10-02 19:18:26,217 - mmaction - INFO - Epoch [64][680/1997] lr: 7.500e-04, eta: 21:23:54, time: 1.103, data_time: 0.037, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8745, loss_cls: 1.2570, loss: 1.2570, grad_norm: 6.1016 2020-10-02 19:18:47,449 - mmaction - INFO - Epoch [64][700/1997] lr: 7.500e-04, eta: 21:23:33, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8776, loss_cls: 1.2559, loss: 1.2559, grad_norm: 6.1017 2020-10-02 19:19:06,809 - mmaction - INFO - Epoch [64][720/1997] lr: 7.500e-04, eta: 21:23:11, time: 0.968, data_time: 0.001, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8701, loss_cls: 1.2551, loss: 1.2551, grad_norm: 6.0653 2020-10-02 19:19:29,376 - mmaction - INFO - Epoch [64][740/1997] lr: 7.500e-04, eta: 21:22:50, time: 1.128, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8724, loss_cls: 1.2723, loss: 1.2723, grad_norm: 6.1446 2020-10-02 19:19:49,838 - mmaction - INFO - Epoch [64][760/1997] lr: 7.500e-04, eta: 21:22:29, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8695, loss_cls: 1.2685, loss: 1.2685, grad_norm: 6.0729 2020-10-02 19:20:12,035 - mmaction - INFO - Epoch [64][780/1997] lr: 7.500e-04, eta: 21:22:09, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8693, loss_cls: 1.2785, loss: 1.2785, grad_norm: 6.1148 2020-10-02 19:20:31,477 - mmaction - INFO - Epoch [64][800/1997] lr: 7.500e-04, eta: 21:21:47, time: 0.971, data_time: 0.001, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8732, loss_cls: 1.2654, loss: 1.2654, grad_norm: 6.0956 2020-10-02 19:20:52,925 - mmaction - INFO - Epoch [64][820/1997] lr: 7.500e-04, eta: 21:21:26, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8786, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.9527 2020-10-02 19:21:14,262 - mmaction - INFO - Epoch [64][840/1997] lr: 7.500e-04, eta: 21:21:05, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8719, loss_cls: 1.3142, loss: 1.3142, grad_norm: 6.2668 2020-10-02 19:21:36,127 - mmaction - INFO - Epoch [64][860/1997] lr: 7.500e-04, eta: 21:20:45, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8776, loss_cls: 1.2366, loss: 1.2366, grad_norm: 6.0347 2020-10-02 19:21:58,163 - mmaction - INFO - Epoch [64][880/1997] lr: 7.500e-04, eta: 21:20:24, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8706, loss_cls: 1.2664, loss: 1.2664, grad_norm: 6.0853 2020-10-02 19:22:17,519 - mmaction - INFO - Epoch [64][900/1997] lr: 7.500e-04, eta: 21:20:02, time: 0.968, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8693, loss_cls: 1.2561, loss: 1.2561, grad_norm: 5.9583 2020-10-02 19:22:39,099 - mmaction - INFO - Epoch [64][920/1997] lr: 7.500e-04, eta: 21:19:41, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8737, loss_cls: 1.3070, loss: 1.3070, grad_norm: 6.2771 2020-10-02 19:23:00,605 - mmaction - INFO - Epoch [64][940/1997] lr: 7.500e-04, eta: 21:19:20, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2448, loss: 1.2448, grad_norm: 6.0914 2020-10-02 19:23:21,848 - mmaction - INFO - Epoch [64][960/1997] lr: 7.500e-04, eta: 21:19:00, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8763, loss_cls: 1.2742, loss: 1.2742, grad_norm: 6.0488 2020-10-02 19:23:41,593 - mmaction - INFO - Epoch [64][980/1997] lr: 7.500e-04, eta: 21:18:38, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8706, loss_cls: 1.2672, loss: 1.2672, grad_norm: 6.0263 2020-10-02 19:24:02,813 - mmaction - INFO - Epoch [64][1000/1997] lr: 7.500e-04, eta: 21:18:17, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.6802, top5_acc: 0.8630, loss_cls: 1.3257, loss: 1.3257, grad_norm: 6.1246 2020-10-02 19:24:24,854 - mmaction - INFO - Epoch [64][1020/1997] lr: 7.500e-04, eta: 21:17:56, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2505, loss: 1.2505, grad_norm: 5.9889 2020-10-02 19:24:44,970 - mmaction - INFO - Epoch [64][1040/1997] lr: 7.500e-04, eta: 21:17:35, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8711, loss_cls: 1.2619, loss: 1.2619, grad_norm: 5.9677 2020-10-02 19:25:06,397 - mmaction - INFO - Epoch [64][1060/1997] lr: 7.500e-04, eta: 21:17:14, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8737, loss_cls: 1.2376, loss: 1.2376, grad_norm: 5.9982 2020-10-02 19:25:27,374 - mmaction - INFO - Epoch [64][1080/1997] lr: 7.500e-04, eta: 21:16:53, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8771, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.0702 2020-10-02 19:25:48,189 - mmaction - INFO - Epoch [64][1100/1997] lr: 7.500e-04, eta: 21:16:32, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8826, loss_cls: 1.2054, loss: 1.2054, grad_norm: 6.0150 2020-10-02 19:26:09,629 - mmaction - INFO - Epoch [64][1120/1997] lr: 7.500e-04, eta: 21:16:11, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8781, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.0714 2020-10-02 19:26:30,910 - mmaction - INFO - Epoch [64][1140/1997] lr: 7.500e-04, eta: 21:15:50, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8698, loss_cls: 1.2655, loss: 1.2655, grad_norm: 6.0671 2020-10-02 19:26:51,660 - mmaction - INFO - Epoch [64][1160/1997] lr: 7.500e-04, eta: 21:15:29, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8651, loss_cls: 1.3101, loss: 1.3101, grad_norm: 6.1305 2020-10-02 19:27:11,900 - mmaction - INFO - Epoch [64][1180/1997] lr: 7.500e-04, eta: 21:15:07, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8773, loss_cls: 1.2675, loss: 1.2675, grad_norm: 6.2232 2020-10-02 19:27:33,018 - mmaction - INFO - Epoch [64][1200/1997] lr: 7.500e-04, eta: 21:14:46, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8919, loss_cls: 1.1738, loss: 1.1738, grad_norm: 5.8743 2020-10-02 19:27:53,808 - mmaction - INFO - Epoch [64][1220/1997] lr: 7.500e-04, eta: 21:14:25, time: 1.039, data_time: 0.008, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8745, loss_cls: 1.2620, loss: 1.2620, grad_norm: 6.0813 2020-10-02 19:28:15,142 - mmaction - INFO - Epoch [64][1240/1997] lr: 7.500e-04, eta: 21:14:04, time: 1.067, data_time: 0.057, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8583, loss_cls: 1.3103, loss: 1.3103, grad_norm: 6.2423 2020-10-02 19:28:35,807 - mmaction - INFO - Epoch [64][1260/1997] lr: 7.500e-04, eta: 21:13:43, time: 1.034, data_time: 0.041, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8721, loss_cls: 1.2603, loss: 1.2603, grad_norm: 6.0311 2020-10-02 19:28:58,116 - mmaction - INFO - Epoch [64][1280/1997] lr: 7.500e-04, eta: 21:13:23, time: 1.115, data_time: 0.001, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8789, loss_cls: 1.2513, loss: 1.2513, grad_norm: 6.0171 2020-10-02 19:29:19,198 - mmaction - INFO - Epoch [64][1300/1997] lr: 7.500e-04, eta: 21:13:02, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8779, loss_cls: 1.2491, loss: 1.2491, grad_norm: 6.0436 2020-10-02 19:29:40,117 - mmaction - INFO - Epoch [64][1320/1997] lr: 7.500e-04, eta: 21:12:40, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8805, loss_cls: 1.2661, loss: 1.2661, grad_norm: 6.2294 2020-10-02 19:30:00,904 - mmaction - INFO - Epoch [64][1340/1997] lr: 7.500e-04, eta: 21:12:19, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8784, loss_cls: 1.2636, loss: 1.2636, grad_norm: 6.1439 2020-10-02 19:30:22,745 - mmaction - INFO - Epoch [64][1360/1997] lr: 7.500e-04, eta: 21:11:59, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8792, loss_cls: 1.2276, loss: 1.2276, grad_norm: 6.0340 2020-10-02 19:30:42,714 - mmaction - INFO - Epoch [64][1380/1997] lr: 7.500e-04, eta: 21:11:37, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8792, loss_cls: 1.2272, loss: 1.2272, grad_norm: 6.0714 2020-10-02 19:31:04,291 - mmaction - INFO - Epoch [64][1400/1997] lr: 7.500e-04, eta: 21:11:16, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8763, loss_cls: 1.2564, loss: 1.2564, grad_norm: 6.1603 2020-10-02 19:31:25,670 - mmaction - INFO - Epoch [64][1420/1997] lr: 7.500e-04, eta: 21:10:55, time: 1.070, data_time: 0.003, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8807, loss_cls: 1.2427, loss: 1.2427, grad_norm: 6.1339 2020-10-02 19:31:45,490 - mmaction - INFO - Epoch [64][1440/1997] lr: 7.500e-04, eta: 21:10:34, time: 0.991, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2808, loss: 1.2808, grad_norm: 6.0865 2020-10-02 19:32:06,438 - mmaction - INFO - Epoch [64][1460/1997] lr: 7.500e-04, eta: 21:10:13, time: 1.048, data_time: 0.003, memory: 8350, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3445, loss: 1.3445, grad_norm: 6.2943 2020-10-02 19:32:26,871 - mmaction - INFO - Epoch [64][1480/1997] lr: 7.500e-04, eta: 21:09:51, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8776, loss_cls: 1.2465, loss: 1.2465, grad_norm: 5.9687 2020-10-02 19:32:48,480 - mmaction - INFO - Epoch [64][1500/1997] lr: 7.500e-04, eta: 21:09:30, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8771, loss_cls: 1.2464, loss: 1.2464, grad_norm: 5.9619 2020-10-02 19:33:10,117 - mmaction - INFO - Epoch [64][1520/1997] lr: 7.500e-04, eta: 21:09:10, time: 1.083, data_time: 0.003, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8755, loss_cls: 1.2472, loss: 1.2472, grad_norm: 6.1481 2020-10-02 19:33:31,181 - mmaction - INFO - Epoch [64][1540/1997] lr: 7.500e-04, eta: 21:08:49, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8674, loss_cls: 1.2934, loss: 1.2934, grad_norm: 6.0767 2020-10-02 19:33:51,727 - mmaction - INFO - Epoch [64][1560/1997] lr: 7.500e-04, eta: 21:08:27, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8779, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.0162 2020-10-02 19:34:13,006 - mmaction - INFO - Epoch [64][1580/1997] lr: 7.500e-04, eta: 21:08:06, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8794, loss_cls: 1.2685, loss: 1.2685, grad_norm: 6.1477 2020-10-02 19:34:33,868 - mmaction - INFO - Epoch [64][1600/1997] lr: 7.500e-04, eta: 21:07:45, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8732, loss_cls: 1.2539, loss: 1.2539, grad_norm: 6.0196 2020-10-02 19:34:55,535 - mmaction - INFO - Epoch [64][1620/1997] lr: 7.500e-04, eta: 21:07:25, time: 1.084, data_time: 0.243, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8742, loss_cls: 1.2596, loss: 1.2596, grad_norm: 6.0687 2020-10-02 19:35:15,640 - mmaction - INFO - Epoch [64][1640/1997] lr: 7.500e-04, eta: 21:07:03, time: 1.005, data_time: 0.137, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2879, loss: 1.2879, grad_norm: 6.1377 2020-10-02 19:35:37,103 - mmaction - INFO - Epoch [64][1660/1997] lr: 7.500e-04, eta: 21:06:42, time: 1.073, data_time: 0.139, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8687, loss_cls: 1.2864, loss: 1.2864, grad_norm: 6.2248 2020-10-02 19:35:58,285 - mmaction - INFO - Epoch [64][1680/1997] lr: 7.500e-04, eta: 21:06:21, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8836, loss_cls: 1.2311, loss: 1.2311, grad_norm: 6.0835 2020-10-02 19:36:18,876 - mmaction - INFO - Epoch [64][1700/1997] lr: 7.500e-04, eta: 21:06:00, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8768, loss_cls: 1.2796, loss: 1.2796, grad_norm: 6.2130 2020-10-02 19:36:39,109 - mmaction - INFO - Epoch [64][1720/1997] lr: 7.500e-04, eta: 21:05:38, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.2370, loss: 1.2370, grad_norm: 6.2201 2020-10-02 19:37:00,814 - mmaction - INFO - Epoch [64][1740/1997] lr: 7.500e-04, eta: 21:05:18, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8693, loss_cls: 1.2875, loss: 1.2875, grad_norm: 6.1802 2020-10-02 19:37:21,162 - mmaction - INFO - Epoch [64][1760/1997] lr: 7.500e-04, eta: 21:04:56, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8729, loss_cls: 1.2654, loss: 1.2654, grad_norm: 6.2624 2020-10-02 19:37:42,453 - mmaction - INFO - Epoch [64][1780/1997] lr: 7.500e-04, eta: 21:04:35, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8690, loss_cls: 1.2922, loss: 1.2922, grad_norm: 6.1754 2020-10-02 19:38:03,433 - mmaction - INFO - Epoch [64][1800/1997] lr: 7.500e-04, eta: 21:04:14, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8729, loss_cls: 1.2565, loss: 1.2565, grad_norm: 6.1105 2020-10-02 19:38:23,679 - mmaction - INFO - Epoch [64][1820/1997] lr: 7.500e-04, eta: 21:03:53, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8753, loss_cls: 1.2914, loss: 1.2914, grad_norm: 6.2656 2020-10-02 19:38:44,529 - mmaction - INFO - Epoch [64][1840/1997] lr: 7.500e-04, eta: 21:03:32, time: 1.043, data_time: 0.086, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8810, loss_cls: 1.2222, loss: 1.2222, grad_norm: 6.0439 2020-10-02 19:39:05,329 - mmaction - INFO - Epoch [64][1860/1997] lr: 7.500e-04, eta: 21:03:11, time: 1.040, data_time: 0.020, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8841, loss_cls: 1.2615, loss: 1.2615, grad_norm: 6.0484 2020-10-02 19:39:26,193 - mmaction - INFO - Epoch [64][1880/1997] lr: 7.500e-04, eta: 21:02:49, time: 1.042, data_time: 0.006, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8674, loss_cls: 1.3128, loss: 1.3128, grad_norm: 6.2054 2020-10-02 19:39:47,471 - mmaction - INFO - Epoch [64][1900/1997] lr: 7.500e-04, eta: 21:02:28, time: 1.066, data_time: 0.003, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8768, loss_cls: 1.2715, loss: 1.2715, grad_norm: 6.1834 2020-10-02 19:40:09,503 - mmaction - INFO - Epoch [64][1920/1997] lr: 7.500e-04, eta: 21:02:08, time: 1.102, data_time: 0.001, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8674, loss_cls: 1.2759, loss: 1.2759, grad_norm: 6.0377 2020-10-02 19:40:29,565 - mmaction - INFO - Epoch [64][1940/1997] lr: 7.500e-04, eta: 21:01:46, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8771, loss_cls: 1.2559, loss: 1.2559, grad_norm: 6.2132 2020-10-02 19:40:49,693 - mmaction - INFO - Epoch [64][1960/1997] lr: 7.500e-04, eta: 21:01:25, time: 1.005, data_time: 0.008, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8797, loss_cls: 1.2539, loss: 1.2539, grad_norm: 6.1377 2020-10-02 19:41:11,299 - mmaction - INFO - Epoch [64][1980/1997] lr: 7.500e-04, eta: 21:01:04, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8742, loss_cls: 1.2624, loss: 1.2624, grad_norm: 6.1292 2020-10-02 19:41:28,757 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-10-02 19:42:14,280 - mmaction - INFO - Epoch [65][20/1997] lr: 7.500e-04, eta: 21:00:28, time: 2.222, data_time: 1.075, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8677, loss_cls: 1.2889, loss: 1.2889, grad_norm: 6.1376 2020-10-02 19:42:35,546 - mmaction - INFO - Epoch [65][40/1997] lr: 7.500e-04, eta: 21:00:07, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8763, loss_cls: 1.2347, loss: 1.2347, grad_norm: 6.0672 2020-10-02 19:42:57,067 - mmaction - INFO - Epoch [65][60/1997] lr: 7.500e-04, eta: 20:59:47, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8815, loss_cls: 1.2012, loss: 1.2012, grad_norm: 5.9890 2020-10-02 19:43:18,880 - mmaction - INFO - Epoch [65][80/1997] lr: 7.500e-04, eta: 20:59:26, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8763, loss_cls: 1.2410, loss: 1.2410, grad_norm: 6.0202 2020-10-02 19:43:39,592 - mmaction - INFO - Epoch [65][100/1997] lr: 7.500e-04, eta: 20:59:05, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8815, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.1473 2020-10-02 19:44:00,269 - mmaction - INFO - Epoch [65][120/1997] lr: 7.500e-04, eta: 20:58:43, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8846, loss_cls: 1.2102, loss: 1.2102, grad_norm: 6.1189 2020-10-02 19:44:21,916 - mmaction - INFO - Epoch [65][140/1997] lr: 7.500e-04, eta: 20:58:23, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8698, loss_cls: 1.2715, loss: 1.2715, grad_norm: 6.0089 2020-10-02 19:44:43,188 - mmaction - INFO - Epoch [65][160/1997] lr: 7.500e-04, eta: 20:58:02, time: 1.064, data_time: 0.003, memory: 8350, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2871, loss: 1.2871, grad_norm: 6.1522 2020-10-02 19:45:04,073 - mmaction - INFO - Epoch [65][180/1997] lr: 7.500e-04, eta: 20:57:41, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2578, loss: 1.2578, grad_norm: 6.0984 2020-10-02 19:45:25,121 - mmaction - INFO - Epoch [65][200/1997] lr: 7.500e-04, eta: 20:57:20, time: 1.053, data_time: 0.003, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8786, loss_cls: 1.2289, loss: 1.2289, grad_norm: 6.0182 2020-10-02 19:45:47,965 - mmaction - INFO - Epoch [65][220/1997] lr: 7.500e-04, eta: 20:57:00, time: 1.142, data_time: 0.002, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8753, loss_cls: 1.2397, loss: 1.2397, grad_norm: 6.1520 2020-10-02 19:46:08,066 - mmaction - INFO - Epoch [65][240/1997] lr: 7.500e-04, eta: 20:56:38, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8724, loss_cls: 1.2605, loss: 1.2605, grad_norm: 6.1891 2020-10-02 19:46:28,622 - mmaction - INFO - Epoch [65][260/1997] lr: 7.500e-04, eta: 20:56:17, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8812, loss_cls: 1.2104, loss: 1.2104, grad_norm: 6.0225 2020-10-02 19:46:49,791 - mmaction - INFO - Epoch [65][280/1997] lr: 7.500e-04, eta: 20:55:56, time: 1.059, data_time: 0.018, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8737, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.1156 2020-10-02 19:47:11,675 - mmaction - INFO - Epoch [65][300/1997] lr: 7.500e-04, eta: 20:55:35, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8714, loss_cls: 1.3023, loss: 1.3023, grad_norm: 6.2615 2020-10-02 19:47:32,922 - mmaction - INFO - Epoch [65][320/1997] lr: 7.500e-04, eta: 20:55:14, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.2220, loss: 1.2220, grad_norm: 5.9934 2020-10-02 19:47:53,789 - mmaction - INFO - Epoch [65][340/1997] lr: 7.500e-04, eta: 20:54:53, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8805, loss_cls: 1.2420, loss: 1.2420, grad_norm: 5.9103 2020-10-02 19:48:14,281 - mmaction - INFO - Epoch [65][360/1997] lr: 7.500e-04, eta: 20:54:32, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8747, loss_cls: 1.2781, loss: 1.2781, grad_norm: 6.1617 2020-10-02 19:48:35,233 - mmaction - INFO - Epoch [65][380/1997] lr: 7.500e-04, eta: 20:54:11, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8755, loss_cls: 1.2444, loss: 1.2444, grad_norm: 6.1254 2020-10-02 19:48:55,477 - mmaction - INFO - Epoch [65][400/1997] lr: 7.500e-04, eta: 20:53:49, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.2083, loss: 1.2083, grad_norm: 6.0385 2020-10-02 19:49:16,287 - mmaction - INFO - Epoch [65][420/1997] lr: 7.500e-04, eta: 20:53:28, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8807, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.9403 2020-10-02 19:49:37,866 - mmaction - INFO - Epoch [65][440/1997] lr: 7.500e-04, eta: 20:53:07, time: 1.080, data_time: 0.010, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8771, loss_cls: 1.2689, loss: 1.2689, grad_norm: 6.3048 2020-10-02 19:49:58,999 - mmaction - INFO - Epoch [65][460/1997] lr: 7.500e-04, eta: 20:52:46, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8747, loss_cls: 1.2590, loss: 1.2590, grad_norm: 6.1227 2020-10-02 19:50:21,892 - mmaction - INFO - Epoch [65][480/1997] lr: 7.500e-04, eta: 20:52:26, time: 1.145, data_time: 0.003, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8740, loss_cls: 1.2524, loss: 1.2524, grad_norm: 6.1188 2020-10-02 19:50:43,048 - mmaction - INFO - Epoch [65][500/1997] lr: 7.500e-04, eta: 20:52:05, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8792, loss_cls: 1.2162, loss: 1.2162, grad_norm: 6.0028 2020-10-02 19:51:04,098 - mmaction - INFO - Epoch [65][520/1997] lr: 7.500e-04, eta: 20:51:44, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.0845 2020-10-02 19:51:24,782 - mmaction - INFO - Epoch [65][540/1997] lr: 7.500e-04, eta: 20:51:23, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2657, loss: 1.2657, grad_norm: 6.1624 2020-10-02 19:51:45,582 - mmaction - INFO - Epoch [65][560/1997] lr: 7.500e-04, eta: 20:51:02, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8737, loss_cls: 1.2165, loss: 1.2165, grad_norm: 5.9578 2020-10-02 19:52:05,812 - mmaction - INFO - Epoch [65][580/1997] lr: 7.500e-04, eta: 20:50:40, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8849, loss_cls: 1.2171, loss: 1.2171, grad_norm: 6.0420 2020-10-02 19:52:27,253 - mmaction - INFO - Epoch [65][600/1997] lr: 7.500e-04, eta: 20:50:19, time: 1.072, data_time: 0.003, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8818, loss_cls: 1.2173, loss: 1.2173, grad_norm: 6.0850 2020-10-02 19:52:49,742 - mmaction - INFO - Epoch [65][620/1997] lr: 7.500e-04, eta: 20:49:59, time: 1.125, data_time: 0.003, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8810, loss_cls: 1.2321, loss: 1.2321, grad_norm: 6.0880 2020-10-02 19:53:09,354 - mmaction - INFO - Epoch [65][640/1997] lr: 7.500e-04, eta: 20:49:37, time: 0.981, data_time: 0.021, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8703, loss_cls: 1.2958, loss: 1.2958, grad_norm: 6.2688 2020-10-02 19:53:31,276 - mmaction - INFO - Epoch [65][660/1997] lr: 7.500e-04, eta: 20:49:17, time: 1.096, data_time: 0.008, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8698, loss_cls: 1.2839, loss: 1.2839, grad_norm: 6.2502 2020-10-02 19:53:51,325 - mmaction - INFO - Epoch [65][680/1997] lr: 7.500e-04, eta: 20:48:55, time: 1.003, data_time: 0.040, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8841, loss_cls: 1.2014, loss: 1.2014, grad_norm: 6.0313 2020-10-02 19:54:12,306 - mmaction - INFO - Epoch [65][700/1997] lr: 7.500e-04, eta: 20:48:34, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8755, loss_cls: 1.2651, loss: 1.2651, grad_norm: 6.1197 2020-10-02 19:54:32,878 - mmaction - INFO - Epoch [65][720/1997] lr: 7.500e-04, eta: 20:48:13, time: 1.029, data_time: 0.112, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8729, loss_cls: 1.2857, loss: 1.2857, grad_norm: 6.1330 2020-10-02 19:54:54,187 - mmaction - INFO - Epoch [65][740/1997] lr: 7.500e-04, eta: 20:47:52, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8742, loss_cls: 1.2316, loss: 1.2316, grad_norm: 6.0974 2020-10-02 19:55:16,339 - mmaction - INFO - Epoch [65][760/1997] lr: 7.500e-04, eta: 20:47:31, time: 1.108, data_time: 0.003, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8727, loss_cls: 1.2609, loss: 1.2609, grad_norm: 6.0577 2020-10-02 19:55:38,051 - mmaction - INFO - Epoch [65][780/1997] lr: 7.500e-04, eta: 20:47:11, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8745, loss_cls: 1.2967, loss: 1.2967, grad_norm: 6.0791 2020-10-02 19:55:57,664 - mmaction - INFO - Epoch [65][800/1997] lr: 7.500e-04, eta: 20:46:49, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.3001, loss: 1.3001, grad_norm: 6.1305 2020-10-02 19:56:18,507 - mmaction - INFO - Epoch [65][820/1997] lr: 7.500e-04, eta: 20:46:28, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2364, loss: 1.2364, grad_norm: 5.9951 2020-10-02 19:56:39,392 - mmaction - INFO - Epoch [65][840/1997] lr: 7.500e-04, eta: 20:46:07, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2329, loss: 1.2329, grad_norm: 6.0426 2020-10-02 19:57:01,858 - mmaction - INFO - Epoch [65][860/1997] lr: 7.500e-04, eta: 20:45:46, time: 1.122, data_time: 0.001, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8745, loss_cls: 1.2484, loss: 1.2484, grad_norm: 6.0341 2020-10-02 19:57:23,381 - mmaction - INFO - Epoch [65][880/1997] lr: 7.500e-04, eta: 20:45:26, time: 1.077, data_time: 0.003, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2678, loss: 1.2678, grad_norm: 6.1274 2020-10-02 19:57:43,219 - mmaction - INFO - Epoch [65][900/1997] lr: 7.500e-04, eta: 20:45:04, time: 0.991, data_time: 0.001, memory: 8350, top1_acc: 0.6812, top5_acc: 0.8661, loss_cls: 1.3025, loss: 1.3025, grad_norm: 6.1430 2020-10-02 19:58:04,245 - mmaction - INFO - Epoch [65][920/1997] lr: 7.500e-04, eta: 20:44:43, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8740, loss_cls: 1.3069, loss: 1.3069, grad_norm: 6.1771 2020-10-02 19:58:24,196 - mmaction - INFO - Epoch [65][940/1997] lr: 7.500e-04, eta: 20:44:21, time: 0.997, data_time: 0.020, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8721, loss_cls: 1.2801, loss: 1.2801, grad_norm: 6.1167 2020-10-02 19:58:44,781 - mmaction - INFO - Epoch [65][960/1997] lr: 7.500e-04, eta: 20:44:00, time: 1.028, data_time: 0.150, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8701, loss_cls: 1.2973, loss: 1.2973, grad_norm: 6.1918 2020-10-02 19:59:05,778 - mmaction - INFO - Epoch [65][980/1997] lr: 7.500e-04, eta: 20:43:39, time: 1.051, data_time: 0.153, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8812, loss_cls: 1.2230, loss: 1.2230, grad_norm: 6.0259 2020-10-02 19:59:28,168 - mmaction - INFO - Epoch [65][1000/1997] lr: 7.500e-04, eta: 20:43:18, time: 1.119, data_time: 0.126, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2500, loss: 1.2500, grad_norm: 6.1609 2020-10-02 19:59:47,857 - mmaction - INFO - Epoch [65][1020/1997] lr: 7.500e-04, eta: 20:42:57, time: 0.985, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8706, loss_cls: 1.2901, loss: 1.2901, grad_norm: 6.2772 2020-10-02 20:00:09,984 - mmaction - INFO - Epoch [65][1040/1997] lr: 7.500e-04, eta: 20:42:36, time: 1.106, data_time: 0.001, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8745, loss_cls: 1.2711, loss: 1.2711, grad_norm: 6.1938 2020-10-02 20:00:30,420 - mmaction - INFO - Epoch [65][1060/1997] lr: 7.500e-04, eta: 20:42:15, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8760, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.1534 2020-10-02 20:00:51,427 - mmaction - INFO - Epoch [65][1080/1997] lr: 7.500e-04, eta: 20:41:54, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8760, loss_cls: 1.2699, loss: 1.2699, grad_norm: 6.1277 2020-10-02 20:01:12,011 - mmaction - INFO - Epoch [65][1100/1997] lr: 7.500e-04, eta: 20:41:32, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8867, loss_cls: 1.2142, loss: 1.2142, grad_norm: 6.1341 2020-10-02 20:01:33,351 - mmaction - INFO - Epoch [65][1120/1997] lr: 7.500e-04, eta: 20:41:12, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8760, loss_cls: 1.2614, loss: 1.2614, grad_norm: 6.1781 2020-10-02 20:01:54,787 - mmaction - INFO - Epoch [65][1140/1997] lr: 7.500e-04, eta: 20:40:51, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2445, loss: 1.2445, grad_norm: 6.0508 2020-10-02 20:02:14,920 - mmaction - INFO - Epoch [65][1160/1997] lr: 7.500e-04, eta: 20:40:29, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8807, loss_cls: 1.2236, loss: 1.2236, grad_norm: 6.0735 2020-10-02 20:02:35,918 - mmaction - INFO - Epoch [65][1180/1997] lr: 7.500e-04, eta: 20:40:08, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8766, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.0937 2020-10-02 20:02:57,136 - mmaction - INFO - Epoch [65][1200/1997] lr: 7.500e-04, eta: 20:39:47, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8779, loss_cls: 1.2708, loss: 1.2708, grad_norm: 6.2215 2020-10-02 20:03:17,919 - mmaction - INFO - Epoch [65][1220/1997] lr: 7.500e-04, eta: 20:39:26, time: 1.040, data_time: 0.003, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8638, loss_cls: 1.3231, loss: 1.3231, grad_norm: 6.2502 2020-10-02 20:03:38,712 - mmaction - INFO - Epoch [65][1240/1997] lr: 7.500e-04, eta: 20:39:05, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8659, loss_cls: 1.2802, loss: 1.2802, grad_norm: 6.1394 2020-10-02 20:03:59,577 - mmaction - INFO - Epoch [65][1260/1997] lr: 7.500e-04, eta: 20:38:44, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2747, loss: 1.2747, grad_norm: 6.1470 2020-10-02 20:04:21,200 - mmaction - INFO - Epoch [65][1280/1997] lr: 7.500e-04, eta: 20:38:23, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8732, loss_cls: 1.2751, loss: 1.2751, grad_norm: 6.0715 2020-10-02 20:04:42,842 - mmaction - INFO - Epoch [65][1300/1997] lr: 7.500e-04, eta: 20:38:02, time: 1.084, data_time: 0.003, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.2507, loss: 1.2507, grad_norm: 6.1090 2020-10-02 20:05:03,100 - mmaction - INFO - Epoch [65][1320/1997] lr: 7.500e-04, eta: 20:37:41, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8857, loss_cls: 1.2043, loss: 1.2043, grad_norm: 6.1512 2020-10-02 20:05:24,029 - mmaction - INFO - Epoch [65][1340/1997] lr: 7.500e-04, eta: 20:37:20, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8729, loss_cls: 1.2705, loss: 1.2705, grad_norm: 6.1144 2020-10-02 20:05:44,840 - mmaction - INFO - Epoch [65][1360/1997] lr: 7.500e-04, eta: 20:36:58, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8779, loss_cls: 1.2243, loss: 1.2243, grad_norm: 6.0379 2020-10-02 20:06:07,770 - mmaction - INFO - Epoch [65][1380/1997] lr: 7.500e-04, eta: 20:36:38, time: 1.146, data_time: 0.001, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8794, loss_cls: 1.2734, loss: 1.2734, grad_norm: 6.1717 2020-10-02 20:06:27,873 - mmaction - INFO - Epoch [65][1400/1997] lr: 7.500e-04, eta: 20:36:17, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8688, loss_cls: 1.2637, loss: 1.2637, grad_norm: 6.1268 2020-10-02 20:06:49,971 - mmaction - INFO - Epoch [65][1420/1997] lr: 7.500e-04, eta: 20:35:56, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8714, loss_cls: 1.2462, loss: 1.2462, grad_norm: 6.0937 2020-10-02 20:07:12,372 - mmaction - INFO - Epoch [65][1440/1997] lr: 7.500e-04, eta: 20:35:36, time: 1.122, data_time: 0.003, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8693, loss_cls: 1.2920, loss: 1.2920, grad_norm: 6.2397 2020-10-02 20:07:31,549 - mmaction - INFO - Epoch [65][1460/1997] lr: 7.500e-04, eta: 20:35:14, time: 0.958, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8805, loss_cls: 1.2580, loss: 1.2580, grad_norm: 6.2749 2020-10-02 20:07:54,201 - mmaction - INFO - Epoch [65][1480/1997] lr: 7.500e-04, eta: 20:34:54, time: 1.133, data_time: 0.027, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8687, loss_cls: 1.2744, loss: 1.2744, grad_norm: 6.1367 2020-10-02 20:08:15,484 - mmaction - INFO - Epoch [65][1500/1997] lr: 7.500e-04, eta: 20:34:33, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8760, loss_cls: 1.2850, loss: 1.2850, grad_norm: 6.3179 2020-10-02 20:08:34,959 - mmaction - INFO - Epoch [65][1520/1997] lr: 7.500e-04, eta: 20:34:11, time: 0.973, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8792, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.9645 2020-10-02 20:08:57,141 - mmaction - INFO - Epoch [65][1540/1997] lr: 7.500e-04, eta: 20:33:51, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8734, loss_cls: 1.2606, loss: 1.2606, grad_norm: 6.0534 2020-10-02 20:09:18,484 - mmaction - INFO - Epoch [65][1560/1997] lr: 7.500e-04, eta: 20:33:30, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6828, top5_acc: 0.8708, loss_cls: 1.2932, loss: 1.2932, grad_norm: 6.2866 2020-10-02 20:09:38,067 - mmaction - INFO - Epoch [65][1580/1997] lr: 7.500e-04, eta: 20:33:08, time: 0.978, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8714, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.2050 2020-10-02 20:09:59,560 - mmaction - INFO - Epoch [65][1600/1997] lr: 7.500e-04, eta: 20:32:47, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8677, loss_cls: 1.2613, loss: 1.2613, grad_norm: 6.1539 2020-10-02 20:10:19,940 - mmaction - INFO - Epoch [65][1620/1997] lr: 7.500e-04, eta: 20:32:26, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8729, loss_cls: 1.2589, loss: 1.2589, grad_norm: 6.1319 2020-10-02 20:10:42,226 - mmaction - INFO - Epoch [65][1640/1997] lr: 7.500e-04, eta: 20:32:05, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8792, loss_cls: 1.2294, loss: 1.2294, grad_norm: 6.0378 2020-10-02 20:11:02,867 - mmaction - INFO - Epoch [65][1660/1997] lr: 7.500e-04, eta: 20:31:44, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8802, loss_cls: 1.2491, loss: 1.2491, grad_norm: 6.3045 2020-10-02 20:11:23,834 - mmaction - INFO - Epoch [65][1680/1997] lr: 7.500e-04, eta: 20:31:23, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2283, loss: 1.2283, grad_norm: 6.0115 2020-10-02 20:11:44,057 - mmaction - INFO - Epoch [65][1700/1997] lr: 7.500e-04, eta: 20:31:01, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8740, loss_cls: 1.2687, loss: 1.2687, grad_norm: 6.2168 2020-10-02 20:12:05,703 - mmaction - INFO - Epoch [65][1720/1997] lr: 7.500e-04, eta: 20:30:41, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8773, loss_cls: 1.2522, loss: 1.2522, grad_norm: 6.1130 2020-10-02 20:12:27,478 - mmaction - INFO - Epoch [65][1740/1997] lr: 7.500e-04, eta: 20:30:20, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8766, loss_cls: 1.2497, loss: 1.2497, grad_norm: 6.1162 2020-10-02 20:12:48,032 - mmaction - INFO - Epoch [65][1760/1997] lr: 7.500e-04, eta: 20:29:59, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8732, loss_cls: 1.2771, loss: 1.2771, grad_norm: 6.1335 2020-10-02 20:13:09,525 - mmaction - INFO - Epoch [65][1780/1997] lr: 7.500e-04, eta: 20:29:38, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.2010, loss: 1.2010, grad_norm: 5.8177 2020-10-02 20:13:31,636 - mmaction - INFO - Epoch [65][1800/1997] lr: 7.500e-04, eta: 20:29:18, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8753, loss_cls: 1.2558, loss: 1.2558, grad_norm: 6.1093 2020-10-02 20:13:51,692 - mmaction - INFO - Epoch [65][1820/1997] lr: 7.500e-04, eta: 20:28:56, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8724, loss_cls: 1.2830, loss: 1.2830, grad_norm: 6.2685 2020-10-02 20:14:12,946 - mmaction - INFO - Epoch [65][1840/1997] lr: 7.500e-04, eta: 20:28:35, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8727, loss_cls: 1.2726, loss: 1.2726, grad_norm: 6.1601 2020-10-02 20:14:33,729 - mmaction - INFO - Epoch [65][1860/1997] lr: 7.500e-04, eta: 20:28:14, time: 1.040, data_time: 0.003, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8727, loss_cls: 1.2705, loss: 1.2705, grad_norm: 6.2830 2020-10-02 20:14:54,393 - mmaction - INFO - Epoch [65][1880/1997] lr: 7.500e-04, eta: 20:27:53, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8753, loss_cls: 1.2679, loss: 1.2679, grad_norm: 6.3437 2020-10-02 20:15:16,196 - mmaction - INFO - Epoch [65][1900/1997] lr: 7.500e-04, eta: 20:27:32, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8724, loss_cls: 1.3157, loss: 1.3157, grad_norm: 6.3511 2020-10-02 20:15:36,472 - mmaction - INFO - Epoch [65][1920/1997] lr: 7.500e-04, eta: 20:27:10, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.6831, top5_acc: 0.8688, loss_cls: 1.2978, loss: 1.2978, grad_norm: 6.2855 2020-10-02 20:15:57,410 - mmaction - INFO - Epoch [65][1940/1997] lr: 7.500e-04, eta: 20:26:49, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8823, loss_cls: 1.2499, loss: 1.2499, grad_norm: 6.0975 2020-10-02 20:16:18,474 - mmaction - INFO - Epoch [65][1960/1997] lr: 7.500e-04, eta: 20:26:28, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8828, loss_cls: 1.2516, loss: 1.2516, grad_norm: 6.1746 2020-10-02 20:16:39,501 - mmaction - INFO - Epoch [65][1980/1997] lr: 7.500e-04, eta: 20:26:07, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8732, loss_cls: 1.3042, loss: 1.3042, grad_norm: 6.2640 2020-10-02 20:16:58,340 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-10-02 20:19:53,979 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 20:19:55,519 - mmaction - INFO - top1_acc 0.7241 top5_acc 0.9111 2020-10-02 20:19:55,520 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 20:19:55,603 - mmaction - INFO - mean_acc 0.7232 2020-10-02 20:19:55,615 - mmaction - INFO - Epoch(val) [65][1997] top1_acc: 0.7241, top5_acc: 0.9111, mean_class_accuracy: 0.7232 2020-10-02 20:20:37,171 - mmaction - INFO - Epoch [66][20/1997] lr: 7.500e-04, eta: 20:25:30, time: 2.076, data_time: 0.933, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8708, loss_cls: 1.2856, loss: 1.2856, grad_norm: 6.1354 2020-10-02 20:20:58,131 - mmaction - INFO - Epoch [66][40/1997] lr: 7.500e-04, eta: 20:25:09, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8768, loss_cls: 1.2626, loss: 1.2626, grad_norm: 6.2137 2020-10-02 20:21:20,028 - mmaction - INFO - Epoch [66][60/1997] lr: 7.500e-04, eta: 20:24:48, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8753, loss_cls: 1.2492, loss: 1.2492, grad_norm: 6.2743 2020-10-02 20:21:41,099 - mmaction - INFO - Epoch [66][80/1997] lr: 7.500e-04, eta: 20:24:27, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8750, loss_cls: 1.2578, loss: 1.2578, grad_norm: 6.1973 2020-10-02 20:22:02,015 - mmaction - INFO - Epoch [66][100/1997] lr: 7.500e-04, eta: 20:24:06, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8698, loss_cls: 1.2987, loss: 1.2987, grad_norm: 6.1971 2020-10-02 20:22:23,419 - mmaction - INFO - Epoch [66][120/1997] lr: 7.500e-04, eta: 20:23:45, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8695, loss_cls: 1.2869, loss: 1.2869, grad_norm: 6.1838 2020-10-02 20:22:44,330 - mmaction - INFO - Epoch [66][140/1997] lr: 7.500e-04, eta: 20:23:24, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8820, loss_cls: 1.2195, loss: 1.2195, grad_norm: 6.1386 2020-10-02 20:23:06,341 - mmaction - INFO - Epoch [66][160/1997] lr: 7.500e-04, eta: 20:23:03, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8758, loss_cls: 1.2565, loss: 1.2565, grad_norm: 6.1634 2020-10-02 20:23:27,143 - mmaction - INFO - Epoch [66][180/1997] lr: 7.500e-04, eta: 20:22:42, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8786, loss_cls: 1.2476, loss: 1.2476, grad_norm: 6.1479 2020-10-02 20:23:47,278 - mmaction - INFO - Epoch [66][200/1997] lr: 7.500e-04, eta: 20:22:21, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8867, loss_cls: 1.2153, loss: 1.2153, grad_norm: 6.2034 2020-10-02 20:24:08,135 - mmaction - INFO - Epoch [66][220/1997] lr: 7.500e-04, eta: 20:22:00, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8677, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.0966 2020-10-02 20:24:29,061 - mmaction - INFO - Epoch [66][240/1997] lr: 7.500e-04, eta: 20:21:38, time: 1.047, data_time: 0.004, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8727, loss_cls: 1.2475, loss: 1.2475, grad_norm: 6.0962 2020-10-02 20:24:51,029 - mmaction - INFO - Epoch [66][260/1997] lr: 7.500e-04, eta: 20:21:18, time: 1.098, data_time: 0.006, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8786, loss_cls: 1.2496, loss: 1.2496, grad_norm: 6.0246 2020-10-02 20:25:10,749 - mmaction - INFO - Epoch [66][280/1997] lr: 7.500e-04, eta: 20:20:56, time: 0.986, data_time: 0.014, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8661, loss_cls: 1.3039, loss: 1.3039, grad_norm: 6.2600 2020-10-02 20:25:33,290 - mmaction - INFO - Epoch [66][300/1997] lr: 7.500e-04, eta: 20:20:36, time: 1.127, data_time: 0.004, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8682, loss_cls: 1.2771, loss: 1.2771, grad_norm: 6.0660 2020-10-02 20:25:54,347 - mmaction - INFO - Epoch [66][320/1997] lr: 7.500e-04, eta: 20:20:15, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8727, loss_cls: 1.2920, loss: 1.2920, grad_norm: 6.2194 2020-10-02 20:26:15,118 - mmaction - INFO - Epoch [66][340/1997] lr: 7.500e-04, eta: 20:19:54, time: 1.038, data_time: 0.198, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8721, loss_cls: 1.2740, loss: 1.2740, grad_norm: 6.1907 2020-10-02 20:26:36,642 - mmaction - INFO - Epoch [66][360/1997] lr: 7.500e-04, eta: 20:19:33, time: 1.076, data_time: 0.455, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8729, loss_cls: 1.2631, loss: 1.2631, grad_norm: 6.2539 2020-10-02 20:26:56,890 - mmaction - INFO - Epoch [66][380/1997] lr: 7.500e-04, eta: 20:19:11, time: 1.013, data_time: 0.398, memory: 8350, top1_acc: 0.6815, top5_acc: 0.8737, loss_cls: 1.2884, loss: 1.2884, grad_norm: 6.2767 2020-10-02 20:27:18,003 - mmaction - INFO - Epoch [66][400/1997] lr: 7.500e-04, eta: 20:18:50, time: 1.056, data_time: 0.400, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8854, loss_cls: 1.2061, loss: 1.2061, grad_norm: 6.1865 2020-10-02 20:27:38,476 - mmaction - INFO - Epoch [66][420/1997] lr: 7.500e-04, eta: 20:18:29, time: 1.023, data_time: 0.017, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8747, loss_cls: 1.2609, loss: 1.2609, grad_norm: 6.1096 2020-10-02 20:27:59,400 - mmaction - INFO - Epoch [66][440/1997] lr: 7.500e-04, eta: 20:18:08, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8706, loss_cls: 1.2772, loss: 1.2772, grad_norm: 6.1919 2020-10-02 20:28:20,626 - mmaction - INFO - Epoch [66][460/1997] lr: 7.500e-04, eta: 20:17:47, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8768, loss_cls: 1.2535, loss: 1.2535, grad_norm: 6.1380 2020-10-02 20:28:41,168 - mmaction - INFO - Epoch [66][480/1997] lr: 7.500e-04, eta: 20:17:26, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8820, loss_cls: 1.2112, loss: 1.2112, grad_norm: 6.1036 2020-10-02 20:29:02,191 - mmaction - INFO - Epoch [66][500/1997] lr: 7.500e-04, eta: 20:17:05, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8745, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.1510 2020-10-02 20:29:23,027 - mmaction - INFO - Epoch [66][520/1997] lr: 7.500e-04, eta: 20:16:43, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8771, loss_cls: 1.2577, loss: 1.2577, grad_norm: 6.0279 2020-10-02 20:29:44,002 - mmaction - INFO - Epoch [66][540/1997] lr: 7.500e-04, eta: 20:16:22, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8698, loss_cls: 1.2398, loss: 1.2398, grad_norm: 6.0319 2020-10-02 20:30:06,156 - mmaction - INFO - Epoch [66][560/1997] lr: 7.500e-04, eta: 20:16:02, time: 1.108, data_time: 0.001, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8768, loss_cls: 1.2420, loss: 1.2420, grad_norm: 6.0409 2020-10-02 20:30:26,594 - mmaction - INFO - Epoch [66][580/1997] lr: 7.500e-04, eta: 20:15:40, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2588, loss: 1.2588, grad_norm: 6.1292 2020-10-02 20:30:48,009 - mmaction - INFO - Epoch [66][600/1997] lr: 7.500e-04, eta: 20:15:20, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8721, loss_cls: 1.2612, loss: 1.2612, grad_norm: 6.1761 2020-10-02 20:31:10,366 - mmaction - INFO - Epoch [66][620/1997] lr: 7.500e-04, eta: 20:14:59, time: 1.118, data_time: 0.001, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8737, loss_cls: 1.2499, loss: 1.2499, grad_norm: 6.2770 2020-10-02 20:31:30,899 - mmaction - INFO - Epoch [66][640/1997] lr: 7.500e-04, eta: 20:14:38, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8721, loss_cls: 1.2694, loss: 1.2694, grad_norm: 6.1393 2020-10-02 20:31:51,245 - mmaction - INFO - Epoch [66][660/1997] lr: 7.500e-04, eta: 20:14:17, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8753, loss_cls: 1.2137, loss: 1.2137, grad_norm: 6.0017 2020-10-02 20:32:12,668 - mmaction - INFO - Epoch [66][680/1997] lr: 7.500e-04, eta: 20:13:56, time: 1.071, data_time: 0.015, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8755, loss_cls: 1.2665, loss: 1.2665, grad_norm: 6.1813 2020-10-02 20:32:34,547 - mmaction - INFO - Epoch [66][700/1997] lr: 7.500e-04, eta: 20:13:35, time: 1.094, data_time: 0.003, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8815, loss_cls: 1.2285, loss: 1.2285, grad_norm: 6.1156 2020-10-02 20:32:55,845 - mmaction - INFO - Epoch [66][720/1997] lr: 7.500e-04, eta: 20:13:14, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8857, loss_cls: 1.1902, loss: 1.1902, grad_norm: 6.1313 2020-10-02 20:33:16,393 - mmaction - INFO - Epoch [66][740/1997] lr: 7.500e-04, eta: 20:12:53, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2968, loss: 1.2968, grad_norm: 6.3039 2020-10-02 20:33:36,791 - mmaction - INFO - Epoch [66][760/1997] lr: 7.500e-04, eta: 20:12:31, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8797, loss_cls: 1.2300, loss: 1.2300, grad_norm: 6.2272 2020-10-02 20:33:57,879 - mmaction - INFO - Epoch [66][780/1997] lr: 7.500e-04, eta: 20:12:10, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8852, loss_cls: 1.2142, loss: 1.2142, grad_norm: 6.1122 2020-10-02 20:34:20,163 - mmaction - INFO - Epoch [66][800/1997] lr: 7.500e-04, eta: 20:11:50, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8891, loss_cls: 1.1971, loss: 1.1971, grad_norm: 6.0846 2020-10-02 20:34:40,397 - mmaction - INFO - Epoch [66][820/1997] lr: 7.500e-04, eta: 20:11:29, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2212, loss: 1.2212, grad_norm: 6.1065 2020-10-02 20:35:02,553 - mmaction - INFO - Epoch [66][840/1997] lr: 7.500e-04, eta: 20:11:08, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8737, loss_cls: 1.2718, loss: 1.2718, grad_norm: 6.2492 2020-10-02 20:35:23,650 - mmaction - INFO - Epoch [66][860/1997] lr: 7.500e-04, eta: 20:10:47, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8701, loss_cls: 1.2696, loss: 1.2696, grad_norm: 6.1445 2020-10-02 20:35:43,575 - mmaction - INFO - Epoch [66][880/1997] lr: 7.500e-04, eta: 20:10:25, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8695, loss_cls: 1.2708, loss: 1.2708, grad_norm: 6.1041 2020-10-02 20:36:05,115 - mmaction - INFO - Epoch [66][900/1997] lr: 7.500e-04, eta: 20:10:05, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8794, loss_cls: 1.2680, loss: 1.2680, grad_norm: 6.1506 2020-10-02 20:36:26,237 - mmaction - INFO - Epoch [66][920/1997] lr: 7.500e-04, eta: 20:09:44, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8820, loss_cls: 1.2129, loss: 1.2129, grad_norm: 6.0239 2020-10-02 20:36:47,190 - mmaction - INFO - Epoch [66][940/1997] lr: 7.500e-04, eta: 20:09:23, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8747, loss_cls: 1.2776, loss: 1.2776, grad_norm: 6.1135 2020-10-02 20:37:07,877 - mmaction - INFO - Epoch [66][960/1997] lr: 7.500e-04, eta: 20:09:01, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8799, loss_cls: 1.2618, loss: 1.2618, grad_norm: 6.3449 2020-10-02 20:37:30,256 - mmaction - INFO - Epoch [66][980/1997] lr: 7.500e-04, eta: 20:08:41, time: 1.120, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8852, loss_cls: 1.2331, loss: 1.2331, grad_norm: 6.0814 2020-10-02 20:37:51,124 - mmaction - INFO - Epoch [66][1000/1997] lr: 7.500e-04, eta: 20:08:20, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8737, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.0415 2020-10-02 20:38:12,705 - mmaction - INFO - Epoch [66][1020/1997] lr: 7.500e-04, eta: 20:07:59, time: 1.080, data_time: 0.003, memory: 8350, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.2252, loss: 1.2252, grad_norm: 6.1244 2020-10-02 20:38:32,676 - mmaction - INFO - Epoch [66][1040/1997] lr: 7.500e-04, eta: 20:07:37, time: 0.998, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8841, loss_cls: 1.2331, loss: 1.2331, grad_norm: 6.0396 2020-10-02 20:38:54,492 - mmaction - INFO - Epoch [66][1060/1997] lr: 7.500e-04, eta: 20:07:17, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8831, loss_cls: 1.2272, loss: 1.2272, grad_norm: 6.0971 2020-10-02 20:39:14,608 - mmaction - INFO - Epoch [66][1080/1997] lr: 7.500e-04, eta: 20:06:55, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8849, loss_cls: 1.2181, loss: 1.2181, grad_norm: 6.3027 2020-10-02 20:39:35,112 - mmaction - INFO - Epoch [66][1100/1997] lr: 7.500e-04, eta: 20:06:34, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8682, loss_cls: 1.2907, loss: 1.2907, grad_norm: 6.2697 2020-10-02 20:39:57,203 - mmaction - INFO - Epoch [66][1120/1997] lr: 7.500e-04, eta: 20:06:13, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2396, loss: 1.2396, grad_norm: 6.1467 2020-10-02 20:40:19,063 - mmaction - INFO - Epoch [66][1140/1997] lr: 7.500e-04, eta: 20:05:53, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8776, loss_cls: 1.2415, loss: 1.2415, grad_norm: 6.0541 2020-10-02 20:40:39,628 - mmaction - INFO - Epoch [66][1160/1997] lr: 7.500e-04, eta: 20:05:32, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8669, loss_cls: 1.2972, loss: 1.2972, grad_norm: 6.2690 2020-10-02 20:40:59,695 - mmaction - INFO - Epoch [66][1180/1997] lr: 7.500e-04, eta: 20:05:10, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8831, loss_cls: 1.2160, loss: 1.2160, grad_norm: 6.1244 2020-10-02 20:41:21,266 - mmaction - INFO - Epoch [66][1200/1997] lr: 7.500e-04, eta: 20:04:49, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8708, loss_cls: 1.2590, loss: 1.2590, grad_norm: 6.0914 2020-10-02 20:41:42,167 - mmaction - INFO - Epoch [66][1220/1997] lr: 7.500e-04, eta: 20:04:28, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2292, loss: 1.2292, grad_norm: 5.9985 2020-10-02 20:42:02,477 - mmaction - INFO - Epoch [66][1240/1997] lr: 7.500e-04, eta: 20:04:07, time: 1.017, data_time: 0.145, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8708, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.1758 2020-10-02 20:42:24,199 - mmaction - INFO - Epoch [66][1260/1997] lr: 7.500e-04, eta: 20:03:46, time: 1.085, data_time: 0.370, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8828, loss_cls: 1.2118, loss: 1.2118, grad_norm: 5.9918 2020-10-02 20:42:43,612 - mmaction - INFO - Epoch [66][1280/1997] lr: 7.500e-04, eta: 20:03:24, time: 0.972, data_time: 0.354, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8747, loss_cls: 1.2775, loss: 1.2775, grad_norm: 6.2773 2020-10-02 20:43:04,073 - mmaction - INFO - Epoch [66][1300/1997] lr: 7.500e-04, eta: 20:03:03, time: 1.023, data_time: 0.312, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8740, loss_cls: 1.2570, loss: 1.2570, grad_norm: 6.1148 2020-10-02 20:43:26,062 - mmaction - INFO - Epoch [66][1320/1997] lr: 7.500e-04, eta: 20:02:42, time: 1.100, data_time: 0.465, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8724, loss_cls: 1.2842, loss: 1.2842, grad_norm: 6.2978 2020-10-02 20:43:46,474 - mmaction - INFO - Epoch [66][1340/1997] lr: 7.500e-04, eta: 20:02:21, time: 1.021, data_time: 0.232, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8698, loss_cls: 1.2601, loss: 1.2601, grad_norm: 6.0459 2020-10-02 20:44:08,013 - mmaction - INFO - Epoch [66][1360/1997] lr: 7.500e-04, eta: 20:02:00, time: 1.078, data_time: 0.040, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.3028, loss: 1.3028, grad_norm: 6.2300 2020-10-02 20:44:29,775 - mmaction - INFO - Epoch [66][1380/1997] lr: 7.500e-04, eta: 20:01:39, time: 1.088, data_time: 0.001, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2647, loss: 1.2647, grad_norm: 6.1744 2020-10-02 20:44:50,920 - mmaction - INFO - Epoch [66][1400/1997] lr: 7.500e-04, eta: 20:01:18, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8721, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.1251 2020-10-02 20:45:11,769 - mmaction - INFO - Epoch [66][1420/1997] lr: 7.500e-04, eta: 20:00:57, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8802, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.0429 2020-10-02 20:45:32,253 - mmaction - INFO - Epoch [66][1440/1997] lr: 7.500e-04, eta: 20:00:36, time: 1.026, data_time: 0.003, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8799, loss_cls: 1.2426, loss: 1.2426, grad_norm: 6.2306 2020-10-02 20:45:53,353 - mmaction - INFO - Epoch [66][1460/1997] lr: 7.500e-04, eta: 20:00:15, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8711, loss_cls: 1.3064, loss: 1.3064, grad_norm: 6.2716 2020-10-02 20:46:13,328 - mmaction - INFO - Epoch [66][1480/1997] lr: 7.500e-04, eta: 19:59:53, time: 0.998, data_time: 0.028, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8763, loss_cls: 1.2328, loss: 1.2328, grad_norm: 6.1523 2020-10-02 20:46:35,595 - mmaction - INFO - Epoch [66][1500/1997] lr: 7.500e-04, eta: 19:59:33, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8766, loss_cls: 1.2616, loss: 1.2616, grad_norm: 6.2070 2020-10-02 20:46:56,677 - mmaction - INFO - Epoch [66][1520/1997] lr: 7.500e-04, eta: 19:59:12, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8818, loss_cls: 1.1985, loss: 1.1985, grad_norm: 6.0785 2020-10-02 20:47:18,210 - mmaction - INFO - Epoch [66][1540/1997] lr: 7.500e-04, eta: 19:58:51, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8805, loss_cls: 1.2662, loss: 1.2662, grad_norm: 6.2271 2020-10-02 20:47:38,990 - mmaction - INFO - Epoch [66][1560/1997] lr: 7.500e-04, eta: 19:58:30, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8784, loss_cls: 1.2680, loss: 1.2680, grad_norm: 6.3131 2020-10-02 20:47:59,610 - mmaction - INFO - Epoch [66][1580/1997] lr: 7.500e-04, eta: 19:58:09, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8810, loss_cls: 1.2345, loss: 1.2345, grad_norm: 6.2315 2020-10-02 20:48:20,384 - mmaction - INFO - Epoch [66][1600/1997] lr: 7.500e-04, eta: 19:57:47, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8755, loss_cls: 1.2696, loss: 1.2696, grad_norm: 6.2739 2020-10-02 20:48:40,699 - mmaction - INFO - Epoch [66][1620/1997] lr: 7.500e-04, eta: 19:57:26, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8786, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.1433 2020-10-02 20:49:02,335 - mmaction - INFO - Epoch [66][1640/1997] lr: 7.500e-04, eta: 19:57:05, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8810, loss_cls: 1.2246, loss: 1.2246, grad_norm: 6.1248 2020-10-02 20:49:24,075 - mmaction - INFO - Epoch [66][1660/1997] lr: 7.500e-04, eta: 19:56:44, time: 1.088, data_time: 0.003, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8753, loss_cls: 1.2636, loss: 1.2636, grad_norm: 6.3457 2020-10-02 20:49:42,956 - mmaction - INFO - Epoch [66][1680/1997] lr: 7.500e-04, eta: 19:56:22, time: 0.944, data_time: 0.008, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8740, loss_cls: 1.2638, loss: 1.2638, grad_norm: 6.1951 2020-10-02 20:50:05,516 - mmaction - INFO - Epoch [66][1700/1997] lr: 7.500e-04, eta: 19:56:02, time: 1.129, data_time: 0.033, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8747, loss_cls: 1.2853, loss: 1.2853, grad_norm: 6.3498 2020-10-02 20:50:25,383 - mmaction - INFO - Epoch [66][1720/1997] lr: 7.500e-04, eta: 19:55:40, time: 0.993, data_time: 0.001, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8682, loss_cls: 1.2988, loss: 1.2988, grad_norm: 6.2099 2020-10-02 20:50:46,952 - mmaction - INFO - Epoch [66][1740/1997] lr: 7.500e-04, eta: 19:55:20, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.2871, loss: 1.2871, grad_norm: 6.3207 2020-10-02 20:51:07,435 - mmaction - INFO - Epoch [66][1760/1997] lr: 7.500e-04, eta: 19:54:58, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8849, loss_cls: 1.2074, loss: 1.2074, grad_norm: 6.0422 2020-10-02 20:51:27,604 - mmaction - INFO - Epoch [66][1780/1997] lr: 7.500e-04, eta: 19:54:37, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8737, loss_cls: 1.2475, loss: 1.2475, grad_norm: 6.0617 2020-10-02 20:51:48,647 - mmaction - INFO - Epoch [66][1800/1997] lr: 7.500e-04, eta: 19:54:16, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8786, loss_cls: 1.2664, loss: 1.2664, grad_norm: 6.1161 2020-10-02 20:52:11,387 - mmaction - INFO - Epoch [66][1820/1997] lr: 7.500e-04, eta: 19:53:56, time: 1.136, data_time: 0.003, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8854, loss_cls: 1.2342, loss: 1.2342, grad_norm: 6.2111 2020-10-02 20:52:31,544 - mmaction - INFO - Epoch [66][1840/1997] lr: 7.500e-04, eta: 19:53:34, time: 1.010, data_time: 0.004, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8745, loss_cls: 1.2657, loss: 1.2657, grad_norm: 6.2644 2020-10-02 20:52:52,871 - mmaction - INFO - Epoch [66][1860/1997] lr: 7.500e-04, eta: 19:53:13, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8646, loss_cls: 1.2788, loss: 1.2788, grad_norm: 6.1710 2020-10-02 20:53:14,449 - mmaction - INFO - Epoch [66][1880/1997] lr: 7.500e-04, eta: 19:52:52, time: 1.080, data_time: 0.003, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8742, loss_cls: 1.3178, loss: 1.3178, grad_norm: 6.3059 2020-10-02 20:53:34,976 - mmaction - INFO - Epoch [66][1900/1997] lr: 7.500e-04, eta: 19:52:31, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2980, loss: 1.2980, grad_norm: 6.3859 2020-10-02 20:53:56,186 - mmaction - INFO - Epoch [66][1920/1997] lr: 7.500e-04, eta: 19:52:10, time: 1.060, data_time: 0.024, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8755, loss_cls: 1.2649, loss: 1.2649, grad_norm: 6.1558 2020-10-02 20:54:17,057 - mmaction - INFO - Epoch [66][1940/1997] lr: 7.500e-04, eta: 19:51:49, time: 1.044, data_time: 0.063, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8745, loss_cls: 1.2510, loss: 1.2510, grad_norm: 6.2389 2020-10-02 20:54:36,918 - mmaction - INFO - Epoch [66][1960/1997] lr: 7.500e-04, eta: 19:51:27, time: 0.992, data_time: 0.059, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8792, loss_cls: 1.2207, loss: 1.2207, grad_norm: 6.1256 2020-10-02 20:54:58,687 - mmaction - INFO - Epoch [66][1980/1997] lr: 7.500e-04, eta: 19:51:07, time: 1.089, data_time: 0.029, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8758, loss_cls: 1.2424, loss: 1.2424, grad_norm: 6.2796 2020-10-02 20:55:16,741 - mmaction - INFO - Saving checkpoint at 66 epochs 2020-10-02 20:56:02,497 - mmaction - INFO - Epoch [67][20/1997] lr: 7.500e-04, eta: 19:50:31, time: 2.272, data_time: 1.244, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8669, loss_cls: 1.2902, loss: 1.2902, grad_norm: 6.2032 2020-10-02 20:56:24,662 - mmaction - INFO - Epoch [67][40/1997] lr: 7.500e-04, eta: 19:50:11, time: 1.108, data_time: 0.001, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8737, loss_cls: 1.2504, loss: 1.2504, grad_norm: 6.1127 2020-10-02 20:56:45,857 - mmaction - INFO - Epoch [67][60/1997] lr: 7.500e-04, eta: 19:49:50, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8794, loss_cls: 1.2444, loss: 1.2444, grad_norm: 6.1387 2020-10-02 20:57:07,401 - mmaction - INFO - Epoch [67][80/1997] lr: 7.500e-04, eta: 19:49:29, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8820, loss_cls: 1.2197, loss: 1.2197, grad_norm: 6.1573 2020-10-02 20:57:28,125 - mmaction - INFO - Epoch [67][100/1997] lr: 7.500e-04, eta: 19:49:08, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8812, loss_cls: 1.2500, loss: 1.2500, grad_norm: 6.1493 2020-10-02 20:57:49,385 - mmaction - INFO - Epoch [67][120/1997] lr: 7.500e-04, eta: 19:48:47, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8781, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.2163 2020-10-02 20:58:09,977 - mmaction - INFO - Epoch [67][140/1997] lr: 7.500e-04, eta: 19:48:25, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8799, loss_cls: 1.2140, loss: 1.2140, grad_norm: 6.0808 2020-10-02 20:58:31,445 - mmaction - INFO - Epoch [67][160/1997] lr: 7.500e-04, eta: 19:48:05, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8794, loss_cls: 1.2673, loss: 1.2673, grad_norm: 6.3244 2020-10-02 20:58:52,513 - mmaction - INFO - Epoch [67][180/1997] lr: 7.500e-04, eta: 19:47:44, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8805, loss_cls: 1.2365, loss: 1.2365, grad_norm: 6.1038 2020-10-02 20:59:13,132 - mmaction - INFO - Epoch [67][200/1997] lr: 7.500e-04, eta: 19:47:22, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8898, loss_cls: 1.1949, loss: 1.1949, grad_norm: 6.1123 2020-10-02 20:59:35,308 - mmaction - INFO - Epoch [67][220/1997] lr: 7.500e-04, eta: 19:47:02, time: 1.110, data_time: 0.003, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8779, loss_cls: 1.2425, loss: 1.2425, grad_norm: 6.1664 2020-10-02 20:59:55,510 - mmaction - INFO - Epoch [67][240/1997] lr: 7.500e-04, eta: 19:46:40, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8857, loss_cls: 1.2125, loss: 1.2125, grad_norm: 6.1587 2020-10-02 21:00:16,312 - mmaction - INFO - Epoch [67][260/1997] lr: 7.500e-04, eta: 19:46:19, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8737, loss_cls: 1.2436, loss: 1.2436, grad_norm: 6.1870 2020-10-02 21:00:38,188 - mmaction - INFO - Epoch [67][280/1997] lr: 7.500e-04, eta: 19:45:59, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8779, loss_cls: 1.2523, loss: 1.2523, grad_norm: 6.1720 2020-10-02 21:00:57,795 - mmaction - INFO - Epoch [67][300/1997] lr: 7.500e-04, eta: 19:45:37, time: 0.979, data_time: 0.001, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2597, loss: 1.2597, grad_norm: 6.1637 2020-10-02 21:01:18,941 - mmaction - INFO - Epoch [67][320/1997] lr: 7.500e-04, eta: 19:45:16, time: 1.057, data_time: 0.003, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8737, loss_cls: 1.2564, loss: 1.2564, grad_norm: 6.2464 2020-10-02 21:01:40,438 - mmaction - INFO - Epoch [67][340/1997] lr: 7.500e-04, eta: 19:44:55, time: 1.077, data_time: 0.003, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8690, loss_cls: 1.2915, loss: 1.2915, grad_norm: 6.1545 2020-10-02 21:02:00,728 - mmaction - INFO - Epoch [67][360/1997] lr: 7.500e-04, eta: 19:44:33, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.2269, loss: 1.2269, grad_norm: 6.1795 2020-10-02 21:02:21,936 - mmaction - INFO - Epoch [67][380/1997] lr: 7.500e-04, eta: 19:44:13, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8737, loss_cls: 1.2510, loss: 1.2510, grad_norm: 6.2411 2020-10-02 21:02:43,931 - mmaction - INFO - Epoch [67][400/1997] lr: 7.500e-04, eta: 19:43:52, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8740, loss_cls: 1.2379, loss: 1.2379, grad_norm: 6.1957 2020-10-02 21:03:03,883 - mmaction - INFO - Epoch [67][420/1997] lr: 7.500e-04, eta: 19:43:30, time: 0.996, data_time: 0.001, memory: 8350, top1_acc: 0.6852, top5_acc: 0.8737, loss_cls: 1.2735, loss: 1.2735, grad_norm: 6.2020 2020-10-02 21:03:25,016 - mmaction - INFO - Epoch [67][440/1997] lr: 7.500e-04, eta: 19:43:09, time: 1.058, data_time: 0.003, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8792, loss_cls: 1.2190, loss: 1.2190, grad_norm: 6.1319 2020-10-02 21:03:46,836 - mmaction - INFO - Epoch [67][460/1997] lr: 7.500e-04, eta: 19:42:49, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8698, loss_cls: 1.2674, loss: 1.2674, grad_norm: 6.1178 2020-10-02 21:04:07,591 - mmaction - INFO - Epoch [67][480/1997] lr: 7.500e-04, eta: 19:42:27, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8734, loss_cls: 1.2677, loss: 1.2677, grad_norm: 6.2427 2020-10-02 21:04:28,991 - mmaction - INFO - Epoch [67][500/1997] lr: 7.500e-04, eta: 19:42:07, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8706, loss_cls: 1.2790, loss: 1.2790, grad_norm: 6.2066 2020-10-02 21:04:49,223 - mmaction - INFO - Epoch [67][520/1997] lr: 7.500e-04, eta: 19:41:45, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8820, loss_cls: 1.2330, loss: 1.2330, grad_norm: 6.1780 2020-10-02 21:05:10,089 - mmaction - INFO - Epoch [67][540/1997] lr: 7.500e-04, eta: 19:41:24, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8758, loss_cls: 1.2554, loss: 1.2554, grad_norm: 6.2334 2020-10-02 21:05:31,196 - mmaction - INFO - Epoch [67][560/1997] lr: 7.500e-04, eta: 19:41:03, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8880, loss_cls: 1.2174, loss: 1.2174, grad_norm: 6.2535 2020-10-02 21:05:52,086 - mmaction - INFO - Epoch [67][580/1997] lr: 7.500e-04, eta: 19:40:42, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8865, loss_cls: 1.2126, loss: 1.2126, grad_norm: 6.2418 2020-10-02 21:06:13,247 - mmaction - INFO - Epoch [67][600/1997] lr: 7.500e-04, eta: 19:40:21, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8674, loss_cls: 1.2754, loss: 1.2754, grad_norm: 6.2614 2020-10-02 21:06:35,459 - mmaction - INFO - Epoch [67][620/1997] lr: 7.500e-04, eta: 19:40:00, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8839, loss_cls: 1.2354, loss: 1.2354, grad_norm: 6.3045 2020-10-02 21:06:57,485 - mmaction - INFO - Epoch [67][640/1997] lr: 7.500e-04, eta: 19:39:40, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8721, loss_cls: 1.2860, loss: 1.2860, grad_norm: 6.3588 2020-10-02 21:07:16,532 - mmaction - INFO - Epoch [67][660/1997] lr: 7.500e-04, eta: 19:39:18, time: 0.952, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8794, loss_cls: 1.2355, loss: 1.2355, grad_norm: 6.2878 2020-10-02 21:07:38,551 - mmaction - INFO - Epoch [67][680/1997] lr: 7.500e-04, eta: 19:38:57, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8747, loss_cls: 1.2582, loss: 1.2582, grad_norm: 6.2234 2020-10-02 21:07:58,994 - mmaction - INFO - Epoch [67][700/1997] lr: 7.500e-04, eta: 19:38:36, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8763, loss_cls: 1.2348, loss: 1.2348, grad_norm: 6.0463 2020-10-02 21:08:20,020 - mmaction - INFO - Epoch [67][720/1997] lr: 7.500e-04, eta: 19:38:15, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8753, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.1439 2020-10-02 21:08:40,571 - mmaction - INFO - Epoch [67][740/1997] lr: 7.500e-04, eta: 19:37:54, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2417, loss: 1.2417, grad_norm: 6.2180 2020-10-02 21:09:02,003 - mmaction - INFO - Epoch [67][760/1997] lr: 7.500e-04, eta: 19:37:33, time: 1.072, data_time: 0.023, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8810, loss_cls: 1.2478, loss: 1.2478, grad_norm: 6.2053 2020-10-02 21:09:23,340 - mmaction - INFO - Epoch [67][780/1997] lr: 7.500e-04, eta: 19:37:12, time: 1.066, data_time: 0.064, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8831, loss_cls: 1.2117, loss: 1.2117, grad_norm: 6.1437 2020-10-02 21:09:44,043 - mmaction - INFO - Epoch [67][800/1997] lr: 7.500e-04, eta: 19:36:51, time: 1.035, data_time: 0.221, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8695, loss_cls: 1.3031, loss: 1.3031, grad_norm: 6.3639 2020-10-02 21:10:04,854 - mmaction - INFO - Epoch [67][820/1997] lr: 7.500e-04, eta: 19:36:29, time: 1.041, data_time: 0.136, memory: 8350, top1_acc: 0.6865, top5_acc: 0.8724, loss_cls: 1.2813, loss: 1.2813, grad_norm: 6.2431 2020-10-02 21:10:26,925 - mmaction - INFO - Epoch [67][840/1997] lr: 7.500e-04, eta: 19:36:09, time: 1.104, data_time: 0.373, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8771, loss_cls: 1.2644, loss: 1.2644, grad_norm: 6.2817 2020-10-02 21:10:47,851 - mmaction - INFO - Epoch [67][860/1997] lr: 7.500e-04, eta: 19:35:48, time: 1.046, data_time: 0.403, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.2328, loss: 1.2328, grad_norm: 6.1646 2020-10-02 21:11:08,650 - mmaction - INFO - Epoch [67][880/1997] lr: 7.500e-04, eta: 19:35:27, time: 1.040, data_time: 0.171, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8810, loss_cls: 1.2287, loss: 1.2287, grad_norm: 6.1369 2020-10-02 21:11:28,901 - mmaction - INFO - Epoch [67][900/1997] lr: 7.500e-04, eta: 19:35:05, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8786, loss_cls: 1.2326, loss: 1.2326, grad_norm: 6.0548 2020-10-02 21:11:51,062 - mmaction - INFO - Epoch [67][920/1997] lr: 7.500e-04, eta: 19:34:45, time: 1.108, data_time: 0.055, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8786, loss_cls: 1.2370, loss: 1.2370, grad_norm: 6.1955 2020-10-02 21:12:11,566 - mmaction - INFO - Epoch [67][940/1997] lr: 7.500e-04, eta: 19:34:23, time: 1.025, data_time: 0.261, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8750, loss_cls: 1.2411, loss: 1.2411, grad_norm: 6.3259 2020-10-02 21:12:31,795 - mmaction - INFO - Epoch [67][960/1997] lr: 7.500e-04, eta: 19:34:02, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8766, loss_cls: 1.2387, loss: 1.2387, grad_norm: 6.2481 2020-10-02 21:12:53,017 - mmaction - INFO - Epoch [67][980/1997] lr: 7.500e-04, eta: 19:33:41, time: 1.061, data_time: 0.096, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2846, loss: 1.2846, grad_norm: 6.3330 2020-10-02 21:13:14,559 - mmaction - INFO - Epoch [67][1000/1997] lr: 7.500e-04, eta: 19:33:20, time: 1.076, data_time: 0.197, memory: 8350, top1_acc: 0.6818, top5_acc: 0.8664, loss_cls: 1.3165, loss: 1.3165, grad_norm: 6.3865 2020-10-02 21:13:34,919 - mmaction - INFO - Epoch [67][1020/1997] lr: 7.500e-04, eta: 19:32:59, time: 1.019, data_time: 0.311, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8781, loss_cls: 1.2246, loss: 1.2246, grad_norm: 6.0829 2020-10-02 21:13:55,743 - mmaction - INFO - Epoch [67][1040/1997] lr: 7.500e-04, eta: 19:32:38, time: 1.042, data_time: 0.330, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8740, loss_cls: 1.2596, loss: 1.2596, grad_norm: 6.2123 2020-10-02 21:14:16,786 - mmaction - INFO - Epoch [67][1060/1997] lr: 7.500e-04, eta: 19:32:17, time: 1.052, data_time: 0.233, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8802, loss_cls: 1.2283, loss: 1.2283, grad_norm: 6.1605 2020-10-02 21:14:38,114 - mmaction - INFO - Epoch [67][1080/1997] lr: 7.500e-04, eta: 19:31:56, time: 1.067, data_time: 0.085, memory: 8350, top1_acc: 0.6813, top5_acc: 0.8753, loss_cls: 1.2744, loss: 1.2744, grad_norm: 6.3335 2020-10-02 21:14:59,045 - mmaction - INFO - Epoch [67][1100/1997] lr: 7.500e-04, eta: 19:31:35, time: 1.047, data_time: 0.078, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8776, loss_cls: 1.2461, loss: 1.2461, grad_norm: 6.1131 2020-10-02 21:15:20,323 - mmaction - INFO - Epoch [67][1120/1997] lr: 7.500e-04, eta: 19:31:14, time: 1.063, data_time: 0.264, memory: 8350, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3018, loss: 1.3018, grad_norm: 6.3086 2020-10-02 21:15:41,994 - mmaction - INFO - Epoch [67][1140/1997] lr: 7.500e-04, eta: 19:30:53, time: 1.084, data_time: 0.049, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8620, loss_cls: 1.2921, loss: 1.2921, grad_norm: 6.1806 2020-10-02 21:16:02,799 - mmaction - INFO - Epoch [67][1160/1997] lr: 7.500e-04, eta: 19:30:32, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8781, loss_cls: 1.2826, loss: 1.2826, grad_norm: 6.3319 2020-10-02 21:16:24,467 - mmaction - INFO - Epoch [67][1180/1997] lr: 7.500e-04, eta: 19:30:11, time: 1.085, data_time: 0.003, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8667, loss_cls: 1.3195, loss: 1.3195, grad_norm: 6.3377 2020-10-02 21:16:46,229 - mmaction - INFO - Epoch [67][1200/1997] lr: 7.500e-04, eta: 19:29:50, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2577, loss: 1.2577, grad_norm: 6.2293 2020-10-02 21:17:05,991 - mmaction - INFO - Epoch [67][1220/1997] lr: 7.500e-04, eta: 19:29:29, time: 0.988, data_time: 0.040, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8792, loss_cls: 1.2719, loss: 1.2719, grad_norm: 6.3143 2020-10-02 21:17:26,353 - mmaction - INFO - Epoch [67][1240/1997] lr: 7.500e-04, eta: 19:29:07, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8836, loss_cls: 1.2356, loss: 1.2356, grad_norm: 6.2156 2020-10-02 21:17:47,324 - mmaction - INFO - Epoch [67][1260/1997] lr: 7.500e-04, eta: 19:28:46, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8711, loss_cls: 1.2846, loss: 1.2846, grad_norm: 6.2370 2020-10-02 21:18:09,156 - mmaction - INFO - Epoch [67][1280/1997] lr: 7.500e-04, eta: 19:28:25, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8729, loss_cls: 1.2459, loss: 1.2459, grad_norm: 6.2327 2020-10-02 21:18:30,413 - mmaction - INFO - Epoch [67][1300/1997] lr: 7.500e-04, eta: 19:28:04, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8661, loss_cls: 1.2602, loss: 1.2602, grad_norm: 6.2467 2020-10-02 21:18:51,886 - mmaction - INFO - Epoch [67][1320/1997] lr: 7.500e-04, eta: 19:27:44, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8758, loss_cls: 1.2741, loss: 1.2741, grad_norm: 6.1615 2020-10-02 21:19:12,963 - mmaction - INFO - Epoch [67][1340/1997] lr: 7.500e-04, eta: 19:27:23, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8669, loss_cls: 1.3190, loss: 1.3190, grad_norm: 6.3405 2020-10-02 21:19:33,196 - mmaction - INFO - Epoch [67][1360/1997] lr: 7.500e-04, eta: 19:27:01, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8724, loss_cls: 1.2602, loss: 1.2602, grad_norm: 6.2256 2020-10-02 21:19:54,573 - mmaction - INFO - Epoch [67][1380/1997] lr: 7.500e-04, eta: 19:26:40, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8779, loss_cls: 1.2279, loss: 1.2279, grad_norm: 6.0059 2020-10-02 21:20:16,569 - mmaction - INFO - Epoch [67][1400/1997] lr: 7.500e-04, eta: 19:26:20, time: 1.099, data_time: 0.055, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8753, loss_cls: 1.2425, loss: 1.2425, grad_norm: 6.0729 2020-10-02 21:20:37,237 - mmaction - INFO - Epoch [67][1420/1997] lr: 7.500e-04, eta: 19:25:58, time: 1.034, data_time: 0.156, memory: 8350, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.3148, loss: 1.3148, grad_norm: 6.2880 2020-10-02 21:20:58,227 - mmaction - INFO - Epoch [67][1440/1997] lr: 7.500e-04, eta: 19:25:37, time: 1.050, data_time: 0.424, memory: 8350, top1_acc: 0.6854, top5_acc: 0.8760, loss_cls: 1.2737, loss: 1.2737, grad_norm: 6.3367 2020-10-02 21:21:18,212 - mmaction - INFO - Epoch [67][1460/1997] lr: 7.500e-04, eta: 19:25:16, time: 0.999, data_time: 0.106, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8648, loss_cls: 1.2954, loss: 1.2954, grad_norm: 6.2414 2020-10-02 21:21:39,684 - mmaction - INFO - Epoch [67][1480/1997] lr: 7.500e-04, eta: 19:24:55, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8695, loss_cls: 1.2833, loss: 1.2833, grad_norm: 6.1810 2020-10-02 21:22:01,355 - mmaction - INFO - Epoch [67][1500/1997] lr: 7.500e-04, eta: 19:24:34, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8766, loss_cls: 1.2439, loss: 1.2439, grad_norm: 6.2531 2020-10-02 21:22:21,649 - mmaction - INFO - Epoch [67][1520/1997] lr: 7.500e-04, eta: 19:24:13, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8836, loss_cls: 1.2295, loss: 1.2295, grad_norm: 6.1085 2020-10-02 21:22:42,618 - mmaction - INFO - Epoch [67][1540/1997] lr: 7.500e-04, eta: 19:23:52, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8737, loss_cls: 1.2610, loss: 1.2610, grad_norm: 6.1357 2020-10-02 21:23:04,078 - mmaction - INFO - Epoch [67][1560/1997] lr: 7.500e-04, eta: 19:23:31, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8737, loss_cls: 1.2819, loss: 1.2819, grad_norm: 6.2552 2020-10-02 21:23:24,180 - mmaction - INFO - Epoch [67][1580/1997] lr: 7.500e-04, eta: 19:23:09, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8828, loss_cls: 1.2623, loss: 1.2623, grad_norm: 6.2667 2020-10-02 21:23:45,645 - mmaction - INFO - Epoch [67][1600/1997] lr: 7.500e-04, eta: 19:22:49, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8810, loss_cls: 1.2263, loss: 1.2263, grad_norm: 6.1901 2020-10-02 21:24:06,448 - mmaction - INFO - Epoch [67][1620/1997] lr: 7.500e-04, eta: 19:22:27, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8690, loss_cls: 1.2943, loss: 1.2943, grad_norm: 6.3237 2020-10-02 21:24:27,214 - mmaction - INFO - Epoch [67][1640/1997] lr: 7.500e-04, eta: 19:22:06, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8685, loss_cls: 1.2947, loss: 1.2947, grad_norm: 6.2199 2020-10-02 21:24:48,103 - mmaction - INFO - Epoch [67][1660/1997] lr: 7.500e-04, eta: 19:21:45, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8763, loss_cls: 1.2560, loss: 1.2560, grad_norm: 6.2568 2020-10-02 21:25:08,799 - mmaction - INFO - Epoch [67][1680/1997] lr: 7.500e-04, eta: 19:21:24, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8799, loss_cls: 1.2442, loss: 1.2442, grad_norm: 6.2877 2020-10-02 21:25:30,620 - mmaction - INFO - Epoch [67][1700/1997] lr: 7.500e-04, eta: 19:21:03, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8716, loss_cls: 1.2780, loss: 1.2780, grad_norm: 6.3502 2020-10-02 21:25:50,026 - mmaction - INFO - Epoch [67][1720/1997] lr: 7.500e-04, eta: 19:20:41, time: 0.970, data_time: 0.001, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8661, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.3000 2020-10-02 21:26:11,724 - mmaction - INFO - Epoch [67][1740/1997] lr: 7.500e-04, eta: 19:20:21, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8880, loss_cls: 1.1883, loss: 1.1883, grad_norm: 6.2000 2020-10-02 21:26:33,287 - mmaction - INFO - Epoch [67][1760/1997] lr: 7.500e-04, eta: 19:20:00, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8784, loss_cls: 1.1992, loss: 1.1992, grad_norm: 6.1129 2020-10-02 21:26:52,976 - mmaction - INFO - Epoch [67][1780/1997] lr: 7.500e-04, eta: 19:19:38, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2699, loss: 1.2699, grad_norm: 6.2489 2020-10-02 21:27:14,456 - mmaction - INFO - Epoch [67][1800/1997] lr: 7.500e-04, eta: 19:19:17, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8703, loss_cls: 1.2565, loss: 1.2565, grad_norm: 6.1581 2020-10-02 21:27:34,684 - mmaction - INFO - Epoch [67][1820/1997] lr: 7.500e-04, eta: 19:18:56, time: 1.011, data_time: 0.003, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8823, loss_cls: 1.2035, loss: 1.2035, grad_norm: 6.1243 2020-10-02 21:27:56,438 - mmaction - INFO - Epoch [67][1840/1997] lr: 7.500e-04, eta: 19:18:35, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8773, loss_cls: 1.2558, loss: 1.2558, grad_norm: 6.3620 2020-10-02 21:28:17,071 - mmaction - INFO - Epoch [67][1860/1997] lr: 7.500e-04, eta: 19:18:14, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.2066 2020-10-02 21:28:37,819 - mmaction - INFO - Epoch [67][1880/1997] lr: 7.500e-04, eta: 19:17:53, time: 1.036, data_time: 0.007, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8698, loss_cls: 1.2772, loss: 1.2772, grad_norm: 6.2637 2020-10-02 21:28:59,830 - mmaction - INFO - Epoch [67][1900/1997] lr: 7.500e-04, eta: 19:17:32, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8768, loss_cls: 1.2286, loss: 1.2286, grad_norm: 6.0509 2020-10-02 21:29:22,280 - mmaction - INFO - Epoch [67][1920/1997] lr: 7.500e-04, eta: 19:17:12, time: 1.122, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8826, loss_cls: 1.2313, loss: 1.2313, grad_norm: 6.1715 2020-10-02 21:29:42,204 - mmaction - INFO - Epoch [67][1940/1997] lr: 7.500e-04, eta: 19:16:50, time: 0.995, data_time: 0.001, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8732, loss_cls: 1.2588, loss: 1.2588, grad_norm: 6.1528 2020-10-02 21:30:03,289 - mmaction - INFO - Epoch [67][1960/1997] lr: 7.500e-04, eta: 19:16:29, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8857, loss_cls: 1.2177, loss: 1.2177, grad_norm: 6.2630 2020-10-02 21:30:23,995 - mmaction - INFO - Epoch [67][1980/1997] lr: 7.500e-04, eta: 19:16:08, time: 1.036, data_time: 0.003, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8763, loss_cls: 1.2454, loss: 1.2454, grad_norm: 6.1204 2020-10-02 21:30:42,723 - mmaction - INFO - Saving checkpoint at 67 epochs 2020-10-02 21:31:31,215 - mmaction - INFO - Epoch [68][20/1997] lr: 7.500e-04, eta: 19:15:33, time: 2.364, data_time: 1.177, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8799, loss_cls: 1.2546, loss: 1.2546, grad_norm: 6.0615 2020-10-02 21:31:52,673 - mmaction - INFO - Epoch [68][40/1997] lr: 7.500e-04, eta: 19:15:12, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8708, loss_cls: 1.2743, loss: 1.2743, grad_norm: 6.1783 2020-10-02 21:32:12,268 - mmaction - INFO - Epoch [68][60/1997] lr: 7.500e-04, eta: 19:14:50, time: 0.979, data_time: 0.001, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8786, loss_cls: 1.2472, loss: 1.2472, grad_norm: 6.2855 2020-10-02 21:32:33,208 - mmaction - INFO - Epoch [68][80/1997] lr: 7.500e-04, eta: 19:14:29, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8784, loss_cls: 1.2346, loss: 1.2346, grad_norm: 6.2423 2020-10-02 21:32:54,902 - mmaction - INFO - Epoch [68][100/1997] lr: 7.500e-04, eta: 19:14:09, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8914, loss_cls: 1.2033, loss: 1.2033, grad_norm: 6.2127 2020-10-02 21:33:15,169 - mmaction - INFO - Epoch [68][120/1997] lr: 7.500e-04, eta: 19:13:47, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8719, loss_cls: 1.3053, loss: 1.3053, grad_norm: 6.4144 2020-10-02 21:33:37,114 - mmaction - INFO - Epoch [68][140/1997] lr: 7.500e-04, eta: 19:13:27, time: 1.097, data_time: 0.003, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2344, loss: 1.2344, grad_norm: 6.2269 2020-10-02 21:33:57,751 - mmaction - INFO - Epoch [68][160/1997] lr: 7.500e-04, eta: 19:13:05, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8857, loss_cls: 1.2282, loss: 1.2282, grad_norm: 6.3265 2020-10-02 21:34:18,266 - mmaction - INFO - Epoch [68][180/1997] lr: 7.500e-04, eta: 19:12:44, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8789, loss_cls: 1.2537, loss: 1.2537, grad_norm: 6.1507 2020-10-02 21:34:39,097 - mmaction - INFO - Epoch [68][200/1997] lr: 7.500e-04, eta: 19:12:23, time: 1.041, data_time: 0.011, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.1899 2020-10-02 21:35:00,165 - mmaction - INFO - Epoch [68][220/1997] lr: 7.500e-04, eta: 19:12:02, time: 1.054, data_time: 0.008, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8714, loss_cls: 1.2657, loss: 1.2657, grad_norm: 6.1514 2020-10-02 21:35:22,019 - mmaction - INFO - Epoch [68][240/1997] lr: 7.500e-04, eta: 19:11:41, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8742, loss_cls: 1.2753, loss: 1.2753, grad_norm: 6.2087 2020-10-02 21:35:42,431 - mmaction - INFO - Epoch [68][260/1997] lr: 7.500e-04, eta: 19:11:20, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2771, loss: 1.2771, grad_norm: 6.3729 2020-10-02 21:36:04,575 - mmaction - INFO - Epoch [68][280/1997] lr: 7.500e-04, eta: 19:10:59, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8885, loss_cls: 1.1811, loss: 1.1811, grad_norm: 6.0972 2020-10-02 21:36:24,917 - mmaction - INFO - Epoch [68][300/1997] lr: 7.500e-04, eta: 19:10:38, time: 1.017, data_time: 0.003, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8641, loss_cls: 1.3317, loss: 1.3317, grad_norm: 6.3920 2020-10-02 21:36:45,585 - mmaction - INFO - Epoch [68][320/1997] lr: 7.500e-04, eta: 19:10:17, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8773, loss_cls: 1.2587, loss: 1.2587, grad_norm: 6.1734 2020-10-02 21:37:07,264 - mmaction - INFO - Epoch [68][340/1997] lr: 7.500e-04, eta: 19:09:56, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8810, loss_cls: 1.2045, loss: 1.2045, grad_norm: 6.0740 2020-10-02 21:37:29,786 - mmaction - INFO - Epoch [68][360/1997] lr: 7.500e-04, eta: 19:09:36, time: 1.125, data_time: 0.001, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8737, loss_cls: 1.2706, loss: 1.2706, grad_norm: 6.3520 2020-10-02 21:37:49,444 - mmaction - INFO - Epoch [68][380/1997] lr: 7.500e-04, eta: 19:09:14, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8831, loss_cls: 1.2002, loss: 1.2002, grad_norm: 6.1517 2020-10-02 21:38:10,862 - mmaction - INFO - Epoch [68][400/1997] lr: 7.500e-04, eta: 19:08:53, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8784, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.2835 2020-10-02 21:38:31,690 - mmaction - INFO - Epoch [68][420/1997] lr: 7.500e-04, eta: 19:08:32, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8742, loss_cls: 1.2605, loss: 1.2605, grad_norm: 6.3197 2020-10-02 21:38:52,536 - mmaction - INFO - Epoch [68][440/1997] lr: 7.500e-04, eta: 19:08:11, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8779, loss_cls: 1.2568, loss: 1.2568, grad_norm: 6.3245 2020-10-02 21:39:13,904 - mmaction - INFO - Epoch [68][460/1997] lr: 7.500e-04, eta: 19:07:50, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8813, loss_cls: 1.2227, loss: 1.2227, grad_norm: 6.1482 2020-10-02 21:39:34,910 - mmaction - INFO - Epoch [68][480/1997] lr: 7.500e-04, eta: 19:07:29, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6823, top5_acc: 0.8654, loss_cls: 1.3283, loss: 1.3283, grad_norm: 6.4249 2020-10-02 21:39:55,936 - mmaction - INFO - Epoch [68][500/1997] lr: 7.500e-04, eta: 19:07:08, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6779, top5_acc: 0.8622, loss_cls: 1.3340, loss: 1.3340, grad_norm: 6.3638 2020-10-02 21:40:16,529 - mmaction - INFO - Epoch [68][520/1997] lr: 7.500e-04, eta: 19:06:46, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8716, loss_cls: 1.2782, loss: 1.2782, grad_norm: 6.3495 2020-10-02 21:40:37,615 - mmaction - INFO - Epoch [68][540/1997] lr: 7.500e-04, eta: 19:06:25, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8753, loss_cls: 1.2272, loss: 1.2272, grad_norm: 6.1393 2020-10-02 21:40:58,376 - mmaction - INFO - Epoch [68][560/1997] lr: 7.500e-04, eta: 19:06:04, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8799, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.1761 2020-10-02 21:41:19,601 - mmaction - INFO - Epoch [68][580/1997] lr: 7.500e-04, eta: 19:05:43, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8792, loss_cls: 1.2084, loss: 1.2084, grad_norm: 6.2073 2020-10-02 21:41:41,306 - mmaction - INFO - Epoch [68][600/1997] lr: 7.500e-04, eta: 19:05:23, time: 1.086, data_time: 0.003, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8729, loss_cls: 1.2796, loss: 1.2796, grad_norm: 6.3987 2020-10-02 21:42:01,403 - mmaction - INFO - Epoch [68][620/1997] lr: 7.500e-04, eta: 19:05:01, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8714, loss_cls: 1.2661, loss: 1.2661, grad_norm: 6.2131 2020-10-02 21:42:22,498 - mmaction - INFO - Epoch [68][640/1997] lr: 7.500e-04, eta: 19:04:40, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2586, loss: 1.2586, grad_norm: 6.2929 2020-10-02 21:42:42,592 - mmaction - INFO - Epoch [68][660/1997] lr: 7.500e-04, eta: 19:04:18, time: 1.006, data_time: 0.003, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2357, loss: 1.2357, grad_norm: 6.2178 2020-10-02 21:43:03,840 - mmaction - INFO - Epoch [68][680/1997] lr: 7.500e-04, eta: 19:03:58, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8792, loss_cls: 1.2704, loss: 1.2704, grad_norm: 6.2148 2020-10-02 21:43:24,677 - mmaction - INFO - Epoch [68][700/1997] lr: 7.500e-04, eta: 19:03:36, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8747, loss_cls: 1.2391, loss: 1.2391, grad_norm: 6.1117 2020-10-02 21:43:45,534 - mmaction - INFO - Epoch [68][720/1997] lr: 7.500e-04, eta: 19:03:15, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8750, loss_cls: 1.2625, loss: 1.2625, grad_norm: 6.3171 2020-10-02 21:44:05,977 - mmaction - INFO - Epoch [68][740/1997] lr: 7.500e-04, eta: 19:02:54, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8750, loss_cls: 1.2612, loss: 1.2612, grad_norm: 6.2863 2020-10-02 21:44:27,149 - mmaction - INFO - Epoch [68][760/1997] lr: 7.500e-04, eta: 19:02:33, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8779, loss_cls: 1.2338, loss: 1.2338, grad_norm: 6.1780 2020-10-02 21:44:48,269 - mmaction - INFO - Epoch [68][780/1997] lr: 7.500e-04, eta: 19:02:12, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8701, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.3263 2020-10-02 21:45:08,790 - mmaction - INFO - Epoch [68][800/1997] lr: 7.500e-04, eta: 19:01:51, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8685, loss_cls: 1.2862, loss: 1.2862, grad_norm: 6.3761 2020-10-02 21:45:29,243 - mmaction - INFO - Epoch [68][820/1997] lr: 7.500e-04, eta: 19:01:29, time: 1.023, data_time: 0.003, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2601, loss: 1.2601, grad_norm: 6.3286 2020-10-02 21:45:50,943 - mmaction - INFO - Epoch [68][840/1997] lr: 7.500e-04, eta: 19:01:09, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8852, loss_cls: 1.2041, loss: 1.2041, grad_norm: 6.3085 2020-10-02 21:46:11,929 - mmaction - INFO - Epoch [68][860/1997] lr: 7.500e-04, eta: 19:00:47, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8852, loss_cls: 1.1993, loss: 1.1993, grad_norm: 6.3049 2020-10-02 21:46:32,205 - mmaction - INFO - Epoch [68][880/1997] lr: 7.500e-04, eta: 19:00:26, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8727, loss_cls: 1.2481, loss: 1.2481, grad_norm: 6.2739 2020-10-02 21:46:53,491 - mmaction - INFO - Epoch [68][900/1997] lr: 7.500e-04, eta: 19:00:05, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8792, loss_cls: 1.2230, loss: 1.2230, grad_norm: 6.2396 2020-10-02 21:47:15,445 - mmaction - INFO - Epoch [68][920/1997] lr: 7.500e-04, eta: 18:59:44, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8768, loss_cls: 1.2236, loss: 1.2236, grad_norm: 6.1442 2020-10-02 21:47:35,250 - mmaction - INFO - Epoch [68][940/1997] lr: 7.500e-04, eta: 18:59:23, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8794, loss_cls: 1.2227, loss: 1.2227, grad_norm: 6.1786 2020-10-02 21:47:56,644 - mmaction - INFO - Epoch [68][960/1997] lr: 7.500e-04, eta: 18:59:02, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8732, loss_cls: 1.2508, loss: 1.2508, grad_norm: 6.2247 2020-10-02 21:48:19,181 - mmaction - INFO - Epoch [68][980/1997] lr: 7.500e-04, eta: 18:58:42, time: 1.127, data_time: 0.003, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8802, loss_cls: 1.2340, loss: 1.2340, grad_norm: 6.2669 2020-10-02 21:48:38,699 - mmaction - INFO - Epoch [68][1000/1997] lr: 7.500e-04, eta: 18:58:20, time: 0.975, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8839, loss_cls: 1.2205, loss: 1.2205, grad_norm: 6.1874 2020-10-02 21:49:00,607 - mmaction - INFO - Epoch [68][1020/1997] lr: 7.500e-04, eta: 18:57:59, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8862, loss_cls: 1.2243, loss: 1.2243, grad_norm: 6.2536 2020-10-02 21:49:21,209 - mmaction - INFO - Epoch [68][1040/1997] lr: 7.500e-04, eta: 18:57:38, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8716, loss_cls: 1.2738, loss: 1.2738, grad_norm: 6.2886 2020-10-02 21:49:42,059 - mmaction - INFO - Epoch [68][1060/1997] lr: 7.500e-04, eta: 18:57:17, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8776, loss_cls: 1.2543, loss: 1.2543, grad_norm: 6.2355 2020-10-02 21:50:04,196 - mmaction - INFO - Epoch [68][1080/1997] lr: 7.500e-04, eta: 18:56:56, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8763, loss_cls: 1.2702, loss: 1.2702, grad_norm: 6.2910 2020-10-02 21:50:23,908 - mmaction - INFO - Epoch [68][1100/1997] lr: 7.500e-04, eta: 18:56:35, time: 0.986, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8701, loss_cls: 1.2662, loss: 1.2662, grad_norm: 6.2550 2020-10-02 21:50:45,293 - mmaction - INFO - Epoch [68][1120/1997] lr: 7.500e-04, eta: 18:56:14, time: 1.070, data_time: 0.003, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8716, loss_cls: 1.2582, loss: 1.2582, grad_norm: 6.3572 2020-10-02 21:51:06,375 - mmaction - INFO - Epoch [68][1140/1997] lr: 7.500e-04, eta: 18:55:53, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8810, loss_cls: 1.2078, loss: 1.2078, grad_norm: 6.1110 2020-10-02 21:51:26,869 - mmaction - INFO - Epoch [68][1160/1997] lr: 7.500e-04, eta: 18:55:31, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8810, loss_cls: 1.2390, loss: 1.2390, grad_norm: 6.2933 2020-10-02 21:51:48,949 - mmaction - INFO - Epoch [68][1180/1997] lr: 7.500e-04, eta: 18:55:11, time: 1.105, data_time: 0.003, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8794, loss_cls: 1.2568, loss: 1.2568, grad_norm: 6.3026 2020-10-02 21:52:08,848 - mmaction - INFO - Epoch [68][1200/1997] lr: 7.500e-04, eta: 18:54:49, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8776, loss_cls: 1.2297, loss: 1.2297, grad_norm: 6.1916 2020-10-02 21:52:30,721 - mmaction - INFO - Epoch [68][1220/1997] lr: 7.500e-04, eta: 18:54:29, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8755, loss_cls: 1.2817, loss: 1.2817, grad_norm: 6.3045 2020-10-02 21:52:51,978 - mmaction - INFO - Epoch [68][1240/1997] lr: 7.500e-04, eta: 18:54:08, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8753, loss_cls: 1.2441, loss: 1.2441, grad_norm: 6.2717 2020-10-02 21:53:13,241 - mmaction - INFO - Epoch [68][1260/1997] lr: 7.500e-04, eta: 18:53:47, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8747, loss_cls: 1.2553, loss: 1.2553, grad_norm: 6.1307 2020-10-02 21:53:33,558 - mmaction - INFO - Epoch [68][1280/1997] lr: 7.500e-04, eta: 18:53:25, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8755, loss_cls: 1.2460, loss: 1.2460, grad_norm: 6.1510 2020-10-02 21:53:54,572 - mmaction - INFO - Epoch [68][1300/1997] lr: 7.500e-04, eta: 18:53:04, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8758, loss_cls: 1.2616, loss: 1.2616, grad_norm: 6.3079 2020-10-02 21:54:15,620 - mmaction - INFO - Epoch [68][1320/1997] lr: 7.500e-04, eta: 18:52:43, time: 1.053, data_time: 0.003, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8708, loss_cls: 1.2717, loss: 1.2717, grad_norm: 6.3421 2020-10-02 21:54:37,409 - mmaction - INFO - Epoch [68][1340/1997] lr: 7.500e-04, eta: 18:52:22, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.2175, loss: 1.2175, grad_norm: 6.2558 2020-10-02 21:54:58,075 - mmaction - INFO - Epoch [68][1360/1997] lr: 7.500e-04, eta: 18:52:01, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8789, loss_cls: 1.2500, loss: 1.2500, grad_norm: 6.3113 2020-10-02 21:55:19,675 - mmaction - INFO - Epoch [68][1380/1997] lr: 7.500e-04, eta: 18:51:40, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2535, loss: 1.2535, grad_norm: 6.2785 2020-10-02 21:55:40,962 - mmaction - INFO - Epoch [68][1400/1997] lr: 7.500e-04, eta: 18:51:20, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8729, loss_cls: 1.2530, loss: 1.2530, grad_norm: 6.1060 2020-10-02 21:56:01,112 - mmaction - INFO - Epoch [68][1420/1997] lr: 7.500e-04, eta: 18:50:58, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8734, loss_cls: 1.2835, loss: 1.2835, grad_norm: 6.3090 2020-10-02 21:56:22,509 - mmaction - INFO - Epoch [68][1440/1997] lr: 7.500e-04, eta: 18:50:37, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8760, loss_cls: 1.2541, loss: 1.2541, grad_norm: 6.2587 2020-10-02 21:56:43,259 - mmaction - INFO - Epoch [68][1460/1997] lr: 7.500e-04, eta: 18:50:16, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8677, loss_cls: 1.2537, loss: 1.2537, grad_norm: 6.2638 2020-10-02 21:57:04,132 - mmaction - INFO - Epoch [68][1480/1997] lr: 7.500e-04, eta: 18:49:55, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8760, loss_cls: 1.2947, loss: 1.2947, grad_norm: 6.2533 2020-10-02 21:57:25,214 - mmaction - INFO - Epoch [68][1500/1997] lr: 7.500e-04, eta: 18:49:34, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8701, loss_cls: 1.2669, loss: 1.2669, grad_norm: 6.2289 2020-10-02 21:57:46,992 - mmaction - INFO - Epoch [68][1520/1997] lr: 7.500e-04, eta: 18:49:13, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8810, loss_cls: 1.2318, loss: 1.2318, grad_norm: 6.1912 2020-10-02 21:58:06,791 - mmaction - INFO - Epoch [68][1540/1997] lr: 7.500e-04, eta: 18:48:51, time: 0.991, data_time: 0.001, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8831, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.2321 2020-10-02 21:58:29,403 - mmaction - INFO - Epoch [68][1560/1997] lr: 7.500e-04, eta: 18:48:31, time: 1.129, data_time: 0.001, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8779, loss_cls: 1.2075, loss: 1.2075, grad_norm: 6.1323 2020-10-02 21:58:49,535 - mmaction - INFO - Epoch [68][1580/1997] lr: 7.500e-04, eta: 18:48:10, time: 1.008, data_time: 0.003, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8818, loss_cls: 1.2381, loss: 1.2381, grad_norm: 6.2461 2020-10-02 21:59:10,595 - mmaction - INFO - Epoch [68][1600/1997] lr: 7.500e-04, eta: 18:47:49, time: 1.053, data_time: 0.011, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8792, loss_cls: 1.2373, loss: 1.2373, grad_norm: 6.2191 2020-10-02 21:59:30,796 - mmaction - INFO - Epoch [68][1620/1997] lr: 7.500e-04, eta: 18:47:27, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2790, loss: 1.2790, grad_norm: 6.3246 2020-10-02 21:59:51,644 - mmaction - INFO - Epoch [68][1640/1997] lr: 7.500e-04, eta: 18:47:06, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8805, loss_cls: 1.2142, loss: 1.2142, grad_norm: 6.2595 2020-10-02 22:00:14,106 - mmaction - INFO - Epoch [68][1660/1997] lr: 7.500e-04, eta: 18:46:46, time: 1.123, data_time: 0.001, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8729, loss_cls: 1.2795, loss: 1.2795, grad_norm: 6.2720 2020-10-02 22:00:34,601 - mmaction - INFO - Epoch [68][1680/1997] lr: 7.500e-04, eta: 18:46:24, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8721, loss_cls: 1.2433, loss: 1.2433, grad_norm: 6.2065 2020-10-02 22:00:56,709 - mmaction - INFO - Epoch [68][1700/1997] lr: 7.500e-04, eta: 18:46:04, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8664, loss_cls: 1.2925, loss: 1.2925, grad_norm: 6.3912 2020-10-02 22:01:17,010 - mmaction - INFO - Epoch [68][1720/1997] lr: 7.500e-04, eta: 18:45:42, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8779, loss_cls: 1.2626, loss: 1.2626, grad_norm: 6.2957 2020-10-02 22:01:38,073 - mmaction - INFO - Epoch [68][1740/1997] lr: 7.500e-04, eta: 18:45:21, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8818, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.2458 2020-10-02 22:01:59,379 - mmaction - INFO - Epoch [68][1760/1997] lr: 7.500e-04, eta: 18:45:00, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8802, loss_cls: 1.2575, loss: 1.2575, grad_norm: 6.2752 2020-10-02 22:02:21,471 - mmaction - INFO - Epoch [68][1780/1997] lr: 7.500e-04, eta: 18:44:40, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8755, loss_cls: 1.2695, loss: 1.2695, grad_norm: 6.3042 2020-10-02 22:02:41,608 - mmaction - INFO - Epoch [68][1800/1997] lr: 7.500e-04, eta: 18:44:18, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8802, loss_cls: 1.2172, loss: 1.2172, grad_norm: 6.1413 2020-10-02 22:03:02,941 - mmaction - INFO - Epoch [68][1820/1997] lr: 7.500e-04, eta: 18:43:57, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8760, loss_cls: 1.2586, loss: 1.2586, grad_norm: 6.3233 2020-10-02 22:03:23,971 - mmaction - INFO - Epoch [68][1840/1997] lr: 7.500e-04, eta: 18:43:36, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8742, loss_cls: 1.2576, loss: 1.2576, grad_norm: 6.2463 2020-10-02 22:03:44,865 - mmaction - INFO - Epoch [68][1860/1997] lr: 7.500e-04, eta: 18:43:15, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8773, loss_cls: 1.2719, loss: 1.2719, grad_norm: 6.2980 2020-10-02 22:04:06,286 - mmaction - INFO - Epoch [68][1880/1997] lr: 7.500e-04, eta: 18:42:54, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8786, loss_cls: 1.2348, loss: 1.2348, grad_norm: 6.1473 2020-10-02 22:04:27,229 - mmaction - INFO - Epoch [68][1900/1997] lr: 7.500e-04, eta: 18:42:33, time: 1.046, data_time: 0.242, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2593, loss: 1.2593, grad_norm: 6.2053 2020-10-02 22:04:47,435 - mmaction - INFO - Epoch [68][1920/1997] lr: 7.500e-04, eta: 18:42:12, time: 1.011, data_time: 0.173, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2291, loss: 1.2291, grad_norm: 6.2731 2020-10-02 22:05:09,252 - mmaction - INFO - Epoch [68][1940/1997] lr: 7.500e-04, eta: 18:41:51, time: 1.091, data_time: 0.344, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2597, loss: 1.2597, grad_norm: 6.1731 2020-10-02 22:05:30,195 - mmaction - INFO - Epoch [68][1960/1997] lr: 7.500e-04, eta: 18:41:30, time: 1.047, data_time: 0.058, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8661, loss_cls: 1.2968, loss: 1.2968, grad_norm: 6.3246 2020-10-02 22:05:51,728 - mmaction - INFO - Epoch [68][1980/1997] lr: 7.500e-04, eta: 18:41:09, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8823, loss_cls: 1.2168, loss: 1.2168, grad_norm: 6.1613 2020-10-02 22:06:10,374 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-10-02 22:06:59,072 - mmaction - INFO - Epoch [69][20/1997] lr: 7.500e-04, eta: 18:40:35, time: 2.390, data_time: 1.368, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8880, loss_cls: 1.2082, loss: 1.2082, grad_norm: 6.2380 2020-10-02 22:07:20,256 - mmaction - INFO - Epoch [69][40/1997] lr: 7.500e-04, eta: 18:40:14, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8750, loss_cls: 1.2283, loss: 1.2283, grad_norm: 6.1829 2020-10-02 22:07:41,253 - mmaction - INFO - Epoch [69][60/1997] lr: 7.500e-04, eta: 18:39:52, time: 1.048, data_time: 0.054, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8776, loss_cls: 1.2561, loss: 1.2561, grad_norm: 6.2685 2020-10-02 22:08:01,838 - mmaction - INFO - Epoch [69][80/1997] lr: 7.500e-04, eta: 18:39:31, time: 1.030, data_time: 0.003, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8742, loss_cls: 1.2653, loss: 1.2653, grad_norm: 6.1538 2020-10-02 22:08:22,750 - mmaction - INFO - Epoch [69][100/1997] lr: 7.500e-04, eta: 18:39:10, time: 1.047, data_time: 0.132, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8836, loss_cls: 1.2004, loss: 1.2004, grad_norm: 6.1409 2020-10-02 22:08:43,691 - mmaction - INFO - Epoch [69][120/1997] lr: 7.500e-04, eta: 18:38:49, time: 1.047, data_time: 0.098, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8721, loss_cls: 1.2795, loss: 1.2795, grad_norm: 6.3082 2020-10-02 22:09:05,812 - mmaction - INFO - Epoch [69][140/1997] lr: 7.500e-04, eta: 18:38:28, time: 1.105, data_time: 0.092, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8784, loss_cls: 1.2353, loss: 1.2353, grad_norm: 6.2385 2020-10-02 22:09:26,011 - mmaction - INFO - Epoch [69][160/1997] lr: 7.500e-04, eta: 18:38:07, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8849, loss_cls: 1.1810, loss: 1.1810, grad_norm: 6.0439 2020-10-02 22:09:47,900 - mmaction - INFO - Epoch [69][180/1997] lr: 7.500e-04, eta: 18:37:46, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8802, loss_cls: 1.2199, loss: 1.2199, grad_norm: 6.2075 2020-10-02 22:10:08,739 - mmaction - INFO - Epoch [69][200/1997] lr: 7.500e-04, eta: 18:37:25, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8797, loss_cls: 1.2203, loss: 1.2203, grad_norm: 6.2500 2020-10-02 22:10:29,014 - mmaction - INFO - Epoch [69][220/1997] lr: 7.500e-04, eta: 18:37:04, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8750, loss_cls: 1.2622, loss: 1.2622, grad_norm: 6.3768 2020-10-02 22:10:51,049 - mmaction - INFO - Epoch [69][240/1997] lr: 7.500e-04, eta: 18:36:43, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2831, loss: 1.2831, grad_norm: 6.3565 2020-10-02 22:11:11,279 - mmaction - INFO - Epoch [69][260/1997] lr: 7.500e-04, eta: 18:36:22, time: 1.012, data_time: 0.003, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8815, loss_cls: 1.2117, loss: 1.2117, grad_norm: 6.2728 2020-10-02 22:11:31,750 - mmaction - INFO - Epoch [69][280/1997] lr: 7.500e-04, eta: 18:36:00, time: 1.023, data_time: 0.023, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8805, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.3052 2020-10-02 22:11:53,902 - mmaction - INFO - Epoch [69][300/1997] lr: 7.500e-04, eta: 18:35:40, time: 1.107, data_time: 0.003, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8750, loss_cls: 1.2738, loss: 1.2738, grad_norm: 6.3417 2020-10-02 22:12:14,236 - mmaction - INFO - Epoch [69][320/1997] lr: 7.500e-04, eta: 18:35:19, time: 1.017, data_time: 0.003, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8812, loss_cls: 1.2131, loss: 1.2131, grad_norm: 6.1979 2020-10-02 22:12:35,638 - mmaction - INFO - Epoch [69][340/1997] lr: 7.500e-04, eta: 18:34:58, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8768, loss_cls: 1.2238, loss: 1.2238, grad_norm: 6.2667 2020-10-02 22:12:56,542 - mmaction - INFO - Epoch [69][360/1997] lr: 7.500e-04, eta: 18:34:37, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8703, loss_cls: 1.2663, loss: 1.2663, grad_norm: 6.2672 2020-10-02 22:13:18,629 - mmaction - INFO - Epoch [69][380/1997] lr: 7.500e-04, eta: 18:34:16, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8719, loss_cls: 1.2510, loss: 1.2510, grad_norm: 6.2437 2020-10-02 22:13:39,339 - mmaction - INFO - Epoch [69][400/1997] lr: 7.500e-04, eta: 18:33:55, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8781, loss_cls: 1.2081, loss: 1.2081, grad_norm: 6.1811 2020-10-02 22:14:00,716 - mmaction - INFO - Epoch [69][420/1997] lr: 7.500e-04, eta: 18:33:34, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8747, loss_cls: 1.2492, loss: 1.2492, grad_norm: 6.2537 2020-10-02 22:14:21,720 - mmaction - INFO - Epoch [69][440/1997] lr: 7.500e-04, eta: 18:33:13, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8792, loss_cls: 1.1975, loss: 1.1975, grad_norm: 6.0248 2020-10-02 22:14:42,425 - mmaction - INFO - Epoch [69][460/1997] lr: 7.500e-04, eta: 18:32:52, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8805, loss_cls: 1.2254, loss: 1.2254, grad_norm: 6.1231 2020-10-02 22:15:03,636 - mmaction - INFO - Epoch [69][480/1997] lr: 7.500e-04, eta: 18:32:31, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8747, loss_cls: 1.2262, loss: 1.2262, grad_norm: 6.1317 2020-10-02 22:15:24,171 - mmaction - INFO - Epoch [69][500/1997] lr: 7.500e-04, eta: 18:32:09, time: 1.028, data_time: 0.003, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8888, loss_cls: 1.1604, loss: 1.1604, grad_norm: 6.1931 2020-10-02 22:15:46,087 - mmaction - INFO - Epoch [69][520/1997] lr: 7.500e-04, eta: 18:31:49, time: 1.095, data_time: 0.001, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8716, loss_cls: 1.2661, loss: 1.2661, grad_norm: 6.2802 2020-10-02 22:16:06,254 - mmaction - INFO - Epoch [69][540/1997] lr: 7.500e-04, eta: 18:31:27, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8669, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.2222 2020-10-02 22:16:28,901 - mmaction - INFO - Epoch [69][560/1997] lr: 7.500e-04, eta: 18:31:07, time: 1.133, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2662, loss: 1.2662, grad_norm: 6.3106 2020-10-02 22:16:48,974 - mmaction - INFO - Epoch [69][580/1997] lr: 7.500e-04, eta: 18:30:45, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.2775, loss: 1.2775, grad_norm: 6.1560 2020-10-02 22:17:10,568 - mmaction - INFO - Epoch [69][600/1997] lr: 7.500e-04, eta: 18:30:25, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8714, loss_cls: 1.2826, loss: 1.2826, grad_norm: 6.4341 2020-10-02 22:17:32,117 - mmaction - INFO - Epoch [69][620/1997] lr: 7.500e-04, eta: 18:30:04, time: 1.078, data_time: 0.003, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8742, loss_cls: 1.2536, loss: 1.2536, grad_norm: 6.1817 2020-10-02 22:17:52,406 - mmaction - INFO - Epoch [69][640/1997] lr: 7.500e-04, eta: 18:29:42, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8810, loss_cls: 1.2301, loss: 1.2301, grad_norm: 6.1820 2020-10-02 22:18:13,566 - mmaction - INFO - Epoch [69][660/1997] lr: 7.500e-04, eta: 18:29:21, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8724, loss_cls: 1.2677, loss: 1.2677, grad_norm: 6.1836 2020-10-02 22:18:34,084 - mmaction - INFO - Epoch [69][680/1997] lr: 7.500e-04, eta: 18:29:00, time: 1.027, data_time: 0.003, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8784, loss_cls: 1.2167, loss: 1.2167, grad_norm: 6.2104 2020-10-02 22:18:54,577 - mmaction - INFO - Epoch [69][700/1997] lr: 7.500e-04, eta: 18:28:39, time: 1.025, data_time: 0.088, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8768, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.2648 2020-10-02 22:19:15,796 - mmaction - INFO - Epoch [69][720/1997] lr: 7.500e-04, eta: 18:28:18, time: 1.061, data_time: 0.144, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8677, loss_cls: 1.2970, loss: 1.2970, grad_norm: 6.4209 2020-10-02 22:19:37,142 - mmaction - INFO - Epoch [69][740/1997] lr: 7.500e-04, eta: 18:27:57, time: 1.068, data_time: 0.034, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8716, loss_cls: 1.2595, loss: 1.2595, grad_norm: 6.2692 2020-10-02 22:19:57,385 - mmaction - INFO - Epoch [69][760/1997] lr: 7.500e-04, eta: 18:27:35, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8789, loss_cls: 1.2409, loss: 1.2409, grad_norm: 6.1566 2020-10-02 22:20:19,622 - mmaction - INFO - Epoch [69][780/1997] lr: 7.500e-04, eta: 18:27:15, time: 1.110, data_time: 0.001, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.2012, loss: 1.2012, grad_norm: 6.1774 2020-10-02 22:20:41,478 - mmaction - INFO - Epoch [69][800/1997] lr: 7.500e-04, eta: 18:26:54, time: 1.094, data_time: 0.003, memory: 8350, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3450, loss: 1.3450, grad_norm: 6.5758 2020-10-02 22:21:01,235 - mmaction - INFO - Epoch [69][820/1997] lr: 7.500e-04, eta: 18:26:33, time: 0.988, data_time: 0.001, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8841, loss_cls: 1.2248, loss: 1.2248, grad_norm: 6.2136 2020-10-02 22:21:23,430 - mmaction - INFO - Epoch [69][840/1997] lr: 7.500e-04, eta: 18:26:12, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8844, loss_cls: 1.2153, loss: 1.2153, grad_norm: 6.2390 2020-10-02 22:21:45,345 - mmaction - INFO - Epoch [69][860/1997] lr: 7.500e-04, eta: 18:25:51, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8701, loss_cls: 1.2791, loss: 1.2791, grad_norm: 6.3141 2020-10-02 22:22:06,031 - mmaction - INFO - Epoch [69][880/1997] lr: 7.500e-04, eta: 18:25:30, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8753, loss_cls: 1.2559, loss: 1.2559, grad_norm: 6.2682 2020-10-02 22:22:28,082 - mmaction - INFO - Epoch [69][900/1997] lr: 7.500e-04, eta: 18:25:10, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8797, loss_cls: 1.2374, loss: 1.2374, grad_norm: 6.1194 2020-10-02 22:22:50,256 - mmaction - INFO - Epoch [69][920/1997] lr: 7.500e-04, eta: 18:24:49, time: 1.108, data_time: 0.001, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2375, loss: 1.2375, grad_norm: 6.2577 2020-10-02 22:23:09,929 - mmaction - INFO - Epoch [69][940/1997] lr: 7.500e-04, eta: 18:24:27, time: 0.984, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8674, loss_cls: 1.2895, loss: 1.2895, grad_norm: 6.4029 2020-10-02 22:23:30,948 - mmaction - INFO - Epoch [69][960/1997] lr: 7.500e-04, eta: 18:24:06, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6914, top5_acc: 0.8753, loss_cls: 1.2542, loss: 1.2542, grad_norm: 6.4488 2020-10-02 22:23:52,577 - mmaction - INFO - Epoch [69][980/1997] lr: 7.500e-04, eta: 18:23:46, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8763, loss_cls: 1.2517, loss: 1.2517, grad_norm: 6.1789 2020-10-02 22:24:12,974 - mmaction - INFO - Epoch [69][1000/1997] lr: 7.500e-04, eta: 18:23:24, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8758, loss_cls: 1.2254, loss: 1.2254, grad_norm: 6.1907 2020-10-02 22:24:35,685 - mmaction - INFO - Epoch [69][1020/1997] lr: 7.500e-04, eta: 18:23:04, time: 1.136, data_time: 0.003, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8745, loss_cls: 1.2267, loss: 1.2267, grad_norm: 6.0923 2020-10-02 22:24:54,880 - mmaction - INFO - Epoch [69][1040/1997] lr: 7.500e-04, eta: 18:22:42, time: 0.960, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8818, loss_cls: 1.1960, loss: 1.1960, grad_norm: 6.2154 2020-10-02 22:25:15,746 - mmaction - INFO - Epoch [69][1060/1997] lr: 7.500e-04, eta: 18:22:21, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2508, loss: 1.2508, grad_norm: 6.2345 2020-10-02 22:25:37,182 - mmaction - INFO - Epoch [69][1080/1997] lr: 7.500e-04, eta: 18:22:00, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2775, loss: 1.2775, grad_norm: 6.3385 2020-10-02 22:25:57,451 - mmaction - INFO - Epoch [69][1100/1997] lr: 7.500e-04, eta: 18:21:39, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8771, loss_cls: 1.2027, loss: 1.2027, grad_norm: 6.2646 2020-10-02 22:26:18,658 - mmaction - INFO - Epoch [69][1120/1997] lr: 7.500e-04, eta: 18:21:18, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8758, loss_cls: 1.2207, loss: 1.2207, grad_norm: 6.1663 2020-10-02 22:26:40,609 - mmaction - INFO - Epoch [69][1140/1997] lr: 7.500e-04, eta: 18:20:57, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8826, loss_cls: 1.2191, loss: 1.2191, grad_norm: 6.2944 2020-10-02 22:27:01,536 - mmaction - INFO - Epoch [69][1160/1997] lr: 7.500e-04, eta: 18:20:36, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8755, loss_cls: 1.2726, loss: 1.2726, grad_norm: 6.3612 2020-10-02 22:27:23,160 - mmaction - INFO - Epoch [69][1180/1997] lr: 7.500e-04, eta: 18:20:15, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8810, loss_cls: 1.2192, loss: 1.2192, grad_norm: 6.1578 2020-10-02 22:27:42,720 - mmaction - INFO - Epoch [69][1200/1997] lr: 7.500e-04, eta: 18:19:53, time: 0.978, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8862, loss_cls: 1.1816, loss: 1.1816, grad_norm: 6.0780 2020-10-02 22:28:03,867 - mmaction - INFO - Epoch [69][1220/1997] lr: 7.500e-04, eta: 18:19:32, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8737, loss_cls: 1.2761, loss: 1.2761, grad_norm: 6.3442 2020-10-02 22:28:24,227 - mmaction - INFO - Epoch [69][1240/1997] lr: 7.500e-04, eta: 18:19:11, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8732, loss_cls: 1.2735, loss: 1.2735, grad_norm: 6.3464 2020-10-02 22:28:45,506 - mmaction - INFO - Epoch [69][1260/1997] lr: 7.500e-04, eta: 18:18:50, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.2351, loss: 1.2351, grad_norm: 6.3620 2020-10-02 22:29:06,873 - mmaction - INFO - Epoch [69][1280/1997] lr: 7.500e-04, eta: 18:18:29, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8708, loss_cls: 1.2374, loss: 1.2374, grad_norm: 6.3273 2020-10-02 22:29:27,913 - mmaction - INFO - Epoch [69][1300/1997] lr: 7.500e-04, eta: 18:18:08, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2554, loss: 1.2554, grad_norm: 6.3161 2020-10-02 22:29:49,529 - mmaction - INFO - Epoch [69][1320/1997] lr: 7.500e-04, eta: 18:17:47, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8784, loss_cls: 1.2361, loss: 1.2361, grad_norm: 6.2581 2020-10-02 22:30:09,151 - mmaction - INFO - Epoch [69][1340/1997] lr: 7.500e-04, eta: 18:17:26, time: 0.981, data_time: 0.001, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8820, loss_cls: 1.2126, loss: 1.2126, grad_norm: 6.2579 2020-10-02 22:30:31,093 - mmaction - INFO - Epoch [69][1360/1997] lr: 7.500e-04, eta: 18:17:05, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8680, loss_cls: 1.2838, loss: 1.2838, grad_norm: 6.4250 2020-10-02 22:30:52,520 - mmaction - INFO - Epoch [69][1380/1997] lr: 7.500e-04, eta: 18:16:44, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8729, loss_cls: 1.2467, loss: 1.2467, grad_norm: 6.2500 2020-10-02 22:31:12,078 - mmaction - INFO - Epoch [69][1400/1997] lr: 7.500e-04, eta: 18:16:22, time: 0.978, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.2437, loss: 1.2437, grad_norm: 6.3317 2020-10-02 22:31:33,855 - mmaction - INFO - Epoch [69][1420/1997] lr: 7.500e-04, eta: 18:16:02, time: 1.089, data_time: 0.003, memory: 8350, top1_acc: 0.6799, top5_acc: 0.8760, loss_cls: 1.2900, loss: 1.2900, grad_norm: 6.4500 2020-10-02 22:31:55,590 - mmaction - INFO - Epoch [69][1440/1997] lr: 7.500e-04, eta: 18:15:41, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8781, loss_cls: 1.1968, loss: 1.1968, grad_norm: 6.0560 2020-10-02 22:32:17,176 - mmaction - INFO - Epoch [69][1460/1997] lr: 7.500e-04, eta: 18:15:20, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8727, loss_cls: 1.2460, loss: 1.2460, grad_norm: 6.3693 2020-10-02 22:32:37,446 - mmaction - INFO - Epoch [69][1480/1997] lr: 7.500e-04, eta: 18:14:59, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8789, loss_cls: 1.2322, loss: 1.2322, grad_norm: 6.3193 2020-10-02 22:32:58,683 - mmaction - INFO - Epoch [69][1500/1997] lr: 7.500e-04, eta: 18:14:38, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8753, loss_cls: 1.2590, loss: 1.2590, grad_norm: 6.2773 2020-10-02 22:33:18,983 - mmaction - INFO - Epoch [69][1520/1997] lr: 7.500e-04, eta: 18:14:16, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2575, loss: 1.2575, grad_norm: 6.2319 2020-10-02 22:33:39,441 - mmaction - INFO - Epoch [69][1540/1997] lr: 7.500e-04, eta: 18:13:55, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8688, loss_cls: 1.3206, loss: 1.3206, grad_norm: 6.4555 2020-10-02 22:34:00,829 - mmaction - INFO - Epoch [69][1560/1997] lr: 7.500e-04, eta: 18:13:34, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8940, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.2369 2020-10-02 22:34:22,929 - mmaction - INFO - Epoch [69][1580/1997] lr: 7.500e-04, eta: 18:13:14, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8721, loss_cls: 1.2638, loss: 1.2638, grad_norm: 6.4028 2020-10-02 22:34:42,959 - mmaction - INFO - Epoch [69][1600/1997] lr: 7.500e-04, eta: 18:12:52, time: 1.002, data_time: 0.003, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8846, loss_cls: 1.2070, loss: 1.2070, grad_norm: 6.1916 2020-10-02 22:35:04,474 - mmaction - INFO - Epoch [69][1620/1997] lr: 7.500e-04, eta: 18:12:31, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8789, loss_cls: 1.2081, loss: 1.2081, grad_norm: 6.1755 2020-10-02 22:35:25,940 - mmaction - INFO - Epoch [69][1640/1997] lr: 7.500e-04, eta: 18:12:10, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8737, loss_cls: 1.2287, loss: 1.2287, grad_norm: 6.2198 2020-10-02 22:35:45,613 - mmaction - INFO - Epoch [69][1660/1997] lr: 7.500e-04, eta: 18:11:49, time: 0.984, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.2194, loss: 1.2194, grad_norm: 6.2057 2020-10-02 22:36:07,954 - mmaction - INFO - Epoch [69][1680/1997] lr: 7.500e-04, eta: 18:11:28, time: 1.115, data_time: 0.001, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8792, loss_cls: 1.2497, loss: 1.2497, grad_norm: 6.1764 2020-10-02 22:36:29,614 - mmaction - INFO - Epoch [69][1700/1997] lr: 7.500e-04, eta: 18:11:07, time: 1.085, data_time: 0.003, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8794, loss_cls: 1.2547, loss: 1.2547, grad_norm: 6.2390 2020-10-02 22:36:49,870 - mmaction - INFO - Epoch [69][1720/1997] lr: 7.500e-04, eta: 18:10:46, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.2397, loss: 1.2397, grad_norm: 6.3109 2020-10-02 22:37:11,616 - mmaction - INFO - Epoch [69][1740/1997] lr: 7.500e-04, eta: 18:10:25, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8810, loss_cls: 1.2372, loss: 1.2372, grad_norm: 6.3673 2020-10-02 22:37:32,304 - mmaction - INFO - Epoch [69][1760/1997] lr: 7.500e-04, eta: 18:10:04, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.6807, top5_acc: 0.8721, loss_cls: 1.3051, loss: 1.3051, grad_norm: 6.4222 2020-10-02 22:37:52,448 - mmaction - INFO - Epoch [69][1780/1997] lr: 7.500e-04, eta: 18:09:43, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8833, loss_cls: 1.2245, loss: 1.2245, grad_norm: 6.3192 2020-10-02 22:38:13,995 - mmaction - INFO - Epoch [69][1800/1997] lr: 7.500e-04, eta: 18:09:22, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2681, loss: 1.2681, grad_norm: 6.3942 2020-10-02 22:38:35,421 - mmaction - INFO - Epoch [69][1820/1997] lr: 7.500e-04, eta: 18:09:01, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8797, loss_cls: 1.2225, loss: 1.2225, grad_norm: 6.1747 2020-10-02 22:38:56,085 - mmaction - INFO - Epoch [69][1840/1997] lr: 7.500e-04, eta: 18:08:40, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8760, loss_cls: 1.2824, loss: 1.2824, grad_norm: 6.3347 2020-10-02 22:39:17,695 - mmaction - INFO - Epoch [69][1860/1997] lr: 7.500e-04, eta: 18:08:19, time: 1.083, data_time: 0.004, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8766, loss_cls: 1.2353, loss: 1.2353, grad_norm: 6.2283 2020-10-02 22:39:39,391 - mmaction - INFO - Epoch [69][1880/1997] lr: 7.500e-04, eta: 18:07:58, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8818, loss_cls: 1.2236, loss: 1.2236, grad_norm: 6.2486 2020-10-02 22:39:58,442 - mmaction - INFO - Epoch [69][1900/1997] lr: 7.500e-04, eta: 18:07:36, time: 0.952, data_time: 0.001, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8745, loss_cls: 1.2647, loss: 1.2647, grad_norm: 6.2164 2020-10-02 22:40:20,519 - mmaction - INFO - Epoch [69][1920/1997] lr: 7.500e-04, eta: 18:07:16, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8740, loss_cls: 1.2514, loss: 1.2514, grad_norm: 6.2668 2020-10-02 22:40:41,113 - mmaction - INFO - Epoch [69][1940/1997] lr: 7.500e-04, eta: 18:06:54, time: 1.030, data_time: 0.003, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8776, loss_cls: 1.2618, loss: 1.2618, grad_norm: 6.3962 2020-10-02 22:41:01,693 - mmaction - INFO - Epoch [69][1960/1997] lr: 7.500e-04, eta: 18:06:33, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8807, loss_cls: 1.2624, loss: 1.2624, grad_norm: 6.4601 2020-10-02 22:41:22,421 - mmaction - INFO - Epoch [69][1980/1997] lr: 7.500e-04, eta: 18:06:12, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8750, loss_cls: 1.2643, loss: 1.2643, grad_norm: 6.2711 2020-10-02 22:41:40,076 - mmaction - INFO - Saving checkpoint at 69 epochs 2020-10-02 22:42:24,974 - mmaction - INFO - Epoch [70][20/1997] lr: 7.500e-04, eta: 18:05:35, time: 2.154, data_time: 1.198, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8737, loss_cls: 1.2363, loss: 1.2363, grad_norm: 6.1972 2020-10-02 22:42:47,202 - mmaction - INFO - Epoch [70][40/1997] lr: 7.500e-04, eta: 18:05:14, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8792, loss_cls: 1.2367, loss: 1.2367, grad_norm: 6.3613 2020-10-02 22:43:07,075 - mmaction - INFO - Epoch [70][60/1997] lr: 7.500e-04, eta: 18:04:53, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8792, loss_cls: 1.2235, loss: 1.2235, grad_norm: 6.1727 2020-10-02 22:43:28,384 - mmaction - INFO - Epoch [70][80/1997] lr: 7.500e-04, eta: 18:04:32, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8805, loss_cls: 1.2143, loss: 1.2143, grad_norm: 6.3544 2020-10-02 22:43:50,463 - mmaction - INFO - Epoch [70][100/1997] lr: 7.500e-04, eta: 18:04:11, time: 1.104, data_time: 0.001, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8661, loss_cls: 1.2804, loss: 1.2804, grad_norm: 6.4436 2020-10-02 22:44:10,297 - mmaction - INFO - Epoch [70][120/1997] lr: 7.500e-04, eta: 18:03:50, time: 0.991, data_time: 0.001, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8753, loss_cls: 1.2398, loss: 1.2398, grad_norm: 6.2505 2020-10-02 22:44:31,526 - mmaction - INFO - Epoch [70][140/1997] lr: 7.500e-04, eta: 18:03:29, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8846, loss_cls: 1.1947, loss: 1.1947, grad_norm: 6.1518 2020-10-02 22:44:53,113 - mmaction - INFO - Epoch [70][160/1997] lr: 7.500e-04, eta: 18:03:08, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8820, loss_cls: 1.1941, loss: 1.1941, grad_norm: 6.1750 2020-10-02 22:45:14,492 - mmaction - INFO - Epoch [70][180/1997] lr: 7.500e-04, eta: 18:02:47, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8773, loss_cls: 1.2167, loss: 1.2167, grad_norm: 6.1809 2020-10-02 22:45:34,907 - mmaction - INFO - Epoch [70][200/1997] lr: 7.500e-04, eta: 18:02:26, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2702, loss: 1.2702, grad_norm: 6.2633 2020-10-02 22:45:55,694 - mmaction - INFO - Epoch [70][220/1997] lr: 7.500e-04, eta: 18:02:04, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8826, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.2182 2020-10-02 22:46:16,394 - mmaction - INFO - Epoch [70][240/1997] lr: 7.500e-04, eta: 18:01:43, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1835, loss: 1.1835, grad_norm: 6.1290 2020-10-02 22:46:37,605 - mmaction - INFO - Epoch [70][260/1997] lr: 7.500e-04, eta: 18:01:22, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8797, loss_cls: 1.2269, loss: 1.2269, grad_norm: 6.2619 2020-10-02 22:46:58,681 - mmaction - INFO - Epoch [70][280/1997] lr: 7.500e-04, eta: 18:01:01, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8763, loss_cls: 1.2130, loss: 1.2130, grad_norm: 6.1371 2020-10-02 22:47:19,535 - mmaction - INFO - Epoch [70][300/1997] lr: 7.500e-04, eta: 18:00:40, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8815, loss_cls: 1.1936, loss: 1.1936, grad_norm: 6.1173 2020-10-02 22:47:40,565 - mmaction - INFO - Epoch [70][320/1997] lr: 7.500e-04, eta: 18:00:19, time: 1.051, data_time: 0.003, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8753, loss_cls: 1.2246, loss: 1.2246, grad_norm: 6.2281 2020-10-02 22:48:01,148 - mmaction - INFO - Epoch [70][340/1997] lr: 7.500e-04, eta: 17:59:58, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8737, loss_cls: 1.2399, loss: 1.2399, grad_norm: 6.1035 2020-10-02 22:48:23,301 - mmaction - INFO - Epoch [70][360/1997] lr: 7.500e-04, eta: 17:59:37, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8802, loss_cls: 1.2497, loss: 1.2497, grad_norm: 6.2605 2020-10-02 22:48:43,404 - mmaction - INFO - Epoch [70][380/1997] lr: 7.500e-04, eta: 17:59:16, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8708, loss_cls: 1.2539, loss: 1.2539, grad_norm: 6.2409 2020-10-02 22:49:04,717 - mmaction - INFO - Epoch [70][400/1997] lr: 7.500e-04, eta: 17:58:55, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8836, loss_cls: 1.2152, loss: 1.2152, grad_norm: 6.1997 2020-10-02 22:49:26,698 - mmaction - INFO - Epoch [70][420/1997] lr: 7.500e-04, eta: 17:58:34, time: 1.099, data_time: 0.003, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8875, loss_cls: 1.2092, loss: 1.2092, grad_norm: 6.2248 2020-10-02 22:49:46,890 - mmaction - INFO - Epoch [70][440/1997] lr: 7.500e-04, eta: 17:58:13, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.2119, loss: 1.2119, grad_norm: 6.1868 2020-10-02 22:50:07,784 - mmaction - INFO - Epoch [70][460/1997] lr: 7.500e-04, eta: 17:57:52, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8724, loss_cls: 1.2683, loss: 1.2683, grad_norm: 6.2415 2020-10-02 22:50:28,651 - mmaction - INFO - Epoch [70][480/1997] lr: 7.500e-04, eta: 17:57:31, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8826, loss_cls: 1.2269, loss: 1.2269, grad_norm: 6.2436 2020-10-02 22:50:49,083 - mmaction - INFO - Epoch [70][500/1997] lr: 7.500e-04, eta: 17:57:09, time: 1.021, data_time: 0.022, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2995, loss: 1.2995, grad_norm: 6.2867 2020-10-02 22:51:11,745 - mmaction - INFO - Epoch [70][520/1997] lr: 7.500e-04, eta: 17:56:49, time: 1.134, data_time: 0.013, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8844, loss_cls: 1.2270, loss: 1.2270, grad_norm: 6.2547 2020-10-02 22:51:31,614 - mmaction - INFO - Epoch [70][540/1997] lr: 7.500e-04, eta: 17:56:27, time: 0.994, data_time: 0.001, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8862, loss_cls: 1.1602, loss: 1.1602, grad_norm: 6.0739 2020-10-02 22:51:52,523 - mmaction - INFO - Epoch [70][560/1997] lr: 7.500e-04, eta: 17:56:06, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8745, loss_cls: 1.2608, loss: 1.2608, grad_norm: 6.2493 2020-10-02 22:52:13,498 - mmaction - INFO - Epoch [70][580/1997] lr: 7.500e-04, eta: 17:55:45, time: 1.048, data_time: 0.003, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2468, loss: 1.2468, grad_norm: 6.1226 2020-10-02 22:52:35,425 - mmaction - INFO - Epoch [70][600/1997] lr: 7.500e-04, eta: 17:55:24, time: 1.097, data_time: 0.003, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8815, loss_cls: 1.2392, loss: 1.2392, grad_norm: 6.3735 2020-10-02 22:52:55,403 - mmaction - INFO - Epoch [70][620/1997] lr: 7.500e-04, eta: 17:55:03, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8760, loss_cls: 1.2577, loss: 1.2577, grad_norm: 6.3042 2020-10-02 22:53:16,824 - mmaction - INFO - Epoch [70][640/1997] lr: 7.500e-04, eta: 17:54:42, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8763, loss_cls: 1.2393, loss: 1.2393, grad_norm: 6.3123 2020-10-02 22:53:38,337 - mmaction - INFO - Epoch [70][660/1997] lr: 7.500e-04, eta: 17:54:21, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8896, loss_cls: 1.1692, loss: 1.1692, grad_norm: 6.0068 2020-10-02 22:53:58,130 - mmaction - INFO - Epoch [70][680/1997] lr: 7.500e-04, eta: 17:54:00, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8779, loss_cls: 1.2248, loss: 1.2248, grad_norm: 6.3111 2020-10-02 22:54:19,549 - mmaction - INFO - Epoch [70][700/1997] lr: 7.500e-04, eta: 17:53:39, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8805, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.3193 2020-10-02 22:54:40,317 - mmaction - INFO - Epoch [70][720/1997] lr: 7.500e-04, eta: 17:53:18, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8737, loss_cls: 1.2389, loss: 1.2389, grad_norm: 6.3053 2020-10-02 22:55:01,399 - mmaction - INFO - Epoch [70][740/1997] lr: 7.500e-04, eta: 17:52:56, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8872, loss_cls: 1.2002, loss: 1.2002, grad_norm: 6.2251 2020-10-02 22:55:22,350 - mmaction - INFO - Epoch [70][760/1997] lr: 7.500e-04, eta: 17:52:35, time: 1.048, data_time: 0.003, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8872, loss_cls: 1.2149, loss: 1.2149, grad_norm: 6.2146 2020-10-02 22:55:43,237 - mmaction - INFO - Epoch [70][780/1997] lr: 7.500e-04, eta: 17:52:14, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8747, loss_cls: 1.2381, loss: 1.2381, grad_norm: 6.3196 2020-10-02 22:56:03,927 - mmaction - INFO - Epoch [70][800/1997] lr: 7.500e-04, eta: 17:51:53, time: 1.034, data_time: 0.257, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1900, loss: 1.1900, grad_norm: 6.3135 2020-10-02 22:56:25,424 - mmaction - INFO - Epoch [70][820/1997] lr: 7.500e-04, eta: 17:51:32, time: 1.075, data_time: 0.213, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2438, loss: 1.2438, grad_norm: 6.3090 2020-10-02 22:56:45,881 - mmaction - INFO - Epoch [70][840/1997] lr: 7.500e-04, eta: 17:51:11, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8750, loss_cls: 1.2413, loss: 1.2413, grad_norm: 6.2301 2020-10-02 22:57:06,947 - mmaction - INFO - Epoch [70][860/1997] lr: 7.500e-04, eta: 17:50:50, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8799, loss_cls: 1.2555, loss: 1.2555, grad_norm: 6.4219 2020-10-02 22:57:27,956 - mmaction - INFO - Epoch [70][880/1997] lr: 7.500e-04, eta: 17:50:29, time: 1.051, data_time: 0.003, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8802, loss_cls: 1.2477, loss: 1.2477, grad_norm: 6.4617 2020-10-02 22:57:48,384 - mmaction - INFO - Epoch [70][900/1997] lr: 7.500e-04, eta: 17:50:07, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8810, loss_cls: 1.1995, loss: 1.1995, grad_norm: 6.1734 2020-10-02 22:58:10,064 - mmaction - INFO - Epoch [70][920/1997] lr: 7.500e-04, eta: 17:49:47, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8810, loss_cls: 1.2355, loss: 1.2355, grad_norm: 6.3440 2020-10-02 22:58:32,218 - mmaction - INFO - Epoch [70][940/1997] lr: 7.500e-04, eta: 17:49:26, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8831, loss_cls: 1.2128, loss: 1.2128, grad_norm: 6.2265 2020-10-02 22:58:51,949 - mmaction - INFO - Epoch [70][960/1997] lr: 7.500e-04, eta: 17:49:04, time: 0.986, data_time: 0.001, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8719, loss_cls: 1.2748, loss: 1.2748, grad_norm: 6.3116 2020-10-02 22:59:13,265 - mmaction - INFO - Epoch [70][980/1997] lr: 7.500e-04, eta: 17:48:44, time: 1.065, data_time: 0.010, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8841, loss_cls: 1.2079, loss: 1.2079, grad_norm: 6.2121 2020-10-02 22:59:33,848 - mmaction - INFO - Epoch [70][1000/1997] lr: 7.500e-04, eta: 17:48:22, time: 1.030, data_time: 0.090, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8786, loss_cls: 1.2315, loss: 1.2315, grad_norm: 6.1444 2020-10-02 22:59:55,041 - mmaction - INFO - Epoch [70][1020/1997] lr: 7.500e-04, eta: 17:48:01, time: 1.059, data_time: 0.089, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8867, loss_cls: 1.2004, loss: 1.2004, grad_norm: 6.2727 2020-10-02 23:00:15,709 - mmaction - INFO - Epoch [70][1040/1997] lr: 7.500e-04, eta: 17:47:40, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8779, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.3593 2020-10-02 23:00:37,900 - mmaction - INFO - Epoch [70][1060/1997] lr: 7.500e-04, eta: 17:47:20, time: 1.109, data_time: 0.013, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8695, loss_cls: 1.2602, loss: 1.2602, grad_norm: 6.3457 2020-10-02 23:00:58,521 - mmaction - INFO - Epoch [70][1080/1997] lr: 7.500e-04, eta: 17:46:58, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8729, loss_cls: 1.2587, loss: 1.2587, grad_norm: 6.3289 2020-10-02 23:01:18,765 - mmaction - INFO - Epoch [70][1100/1997] lr: 7.500e-04, eta: 17:46:37, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8789, loss_cls: 1.2626, loss: 1.2626, grad_norm: 6.3763 2020-10-02 23:01:41,117 - mmaction - INFO - Epoch [70][1120/1997] lr: 7.500e-04, eta: 17:46:16, time: 1.117, data_time: 0.002, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8797, loss_cls: 1.2006, loss: 1.2006, grad_norm: 6.3046 2020-10-02 23:02:00,608 - mmaction - INFO - Epoch [70][1140/1997] lr: 7.500e-04, eta: 17:45:55, time: 0.975, data_time: 0.003, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8763, loss_cls: 1.2619, loss: 1.2619, grad_norm: 6.3413 2020-10-02 23:02:22,331 - mmaction - INFO - Epoch [70][1160/1997] lr: 7.500e-04, eta: 17:45:34, time: 1.087, data_time: 0.003, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8857, loss_cls: 1.1915, loss: 1.1915, grad_norm: 6.1849 2020-10-02 23:02:43,646 - mmaction - INFO - Epoch [70][1180/1997] lr: 7.500e-04, eta: 17:45:13, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2626, loss: 1.2626, grad_norm: 6.3285 2020-10-02 23:03:04,060 - mmaction - INFO - Epoch [70][1200/1997] lr: 7.500e-04, eta: 17:44:52, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8771, loss_cls: 1.2270, loss: 1.2270, grad_norm: 6.2755 2020-10-02 23:03:24,979 - mmaction - INFO - Epoch [70][1220/1997] lr: 7.500e-04, eta: 17:44:31, time: 1.045, data_time: 0.051, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8779, loss_cls: 1.2252, loss: 1.2252, grad_norm: 6.3904 2020-10-02 23:03:46,363 - mmaction - INFO - Epoch [70][1240/1997] lr: 7.500e-04, eta: 17:44:10, time: 1.070, data_time: 0.009, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8677, loss_cls: 1.2754, loss: 1.2754, grad_norm: 6.3995 2020-10-02 23:04:07,093 - mmaction - INFO - Epoch [70][1260/1997] lr: 7.500e-04, eta: 17:43:48, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.2887 2020-10-02 23:04:27,448 - mmaction - INFO - Epoch [70][1280/1997] lr: 7.500e-04, eta: 17:43:27, time: 1.019, data_time: 0.003, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8781, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.2935 2020-10-02 23:04:48,032 - mmaction - INFO - Epoch [70][1300/1997] lr: 7.500e-04, eta: 17:43:06, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.2373, loss: 1.2373, grad_norm: 6.1704 2020-10-02 23:05:09,692 - mmaction - INFO - Epoch [70][1320/1997] lr: 7.500e-04, eta: 17:42:45, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8779, loss_cls: 1.2298, loss: 1.2298, grad_norm: 6.1977 2020-10-02 23:05:30,546 - mmaction - INFO - Epoch [70][1340/1997] lr: 7.500e-04, eta: 17:42:24, time: 1.042, data_time: 0.030, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8771, loss_cls: 1.2405, loss: 1.2405, grad_norm: 6.3672 2020-10-02 23:05:53,007 - mmaction - INFO - Epoch [70][1360/1997] lr: 7.500e-04, eta: 17:42:04, time: 1.123, data_time: 0.009, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8857, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.2358 2020-10-02 23:06:13,781 - mmaction - INFO - Epoch [70][1380/1997] lr: 7.500e-04, eta: 17:41:42, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8836, loss_cls: 1.2414, loss: 1.2414, grad_norm: 6.3852 2020-10-02 23:06:34,427 - mmaction - INFO - Epoch [70][1400/1997] lr: 7.500e-04, eta: 17:41:21, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8779, loss_cls: 1.2483, loss: 1.2483, grad_norm: 6.4421 2020-10-02 23:06:55,755 - mmaction - INFO - Epoch [70][1420/1997] lr: 7.500e-04, eta: 17:41:00, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8784, loss_cls: 1.2330, loss: 1.2330, grad_norm: 6.3326 2020-10-02 23:07:17,996 - mmaction - INFO - Epoch [70][1440/1997] lr: 7.500e-04, eta: 17:40:40, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8685, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.3546 2020-10-02 23:07:36,921 - mmaction - INFO - Epoch [70][1460/1997] lr: 7.500e-04, eta: 17:40:18, time: 0.946, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8818, loss_cls: 1.2656, loss: 1.2656, grad_norm: 6.4615 2020-10-02 23:07:58,346 - mmaction - INFO - Epoch [70][1480/1997] lr: 7.500e-04, eta: 17:39:57, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8807, loss_cls: 1.2398, loss: 1.2398, grad_norm: 6.3659 2020-10-02 23:08:20,046 - mmaction - INFO - Epoch [70][1500/1997] lr: 7.500e-04, eta: 17:39:36, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8823, loss_cls: 1.2259, loss: 1.2259, grad_norm: 6.3059 2020-10-02 23:08:40,930 - mmaction - INFO - Epoch [70][1520/1997] lr: 7.500e-04, eta: 17:39:15, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8724, loss_cls: 1.2622, loss: 1.2622, grad_norm: 6.3880 2020-10-02 23:09:02,135 - mmaction - INFO - Epoch [70][1540/1997] lr: 7.500e-04, eta: 17:38:54, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8716, loss_cls: 1.2646, loss: 1.2646, grad_norm: 6.3458 2020-10-02 23:09:22,785 - mmaction - INFO - Epoch [70][1560/1997] lr: 7.500e-04, eta: 17:38:33, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8792, loss_cls: 1.2280, loss: 1.2280, grad_norm: 6.2185 2020-10-02 23:09:44,188 - mmaction - INFO - Epoch [70][1580/1997] lr: 7.500e-04, eta: 17:38:12, time: 1.069, data_time: 0.020, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8768, loss_cls: 1.2300, loss: 1.2300, grad_norm: 6.3408 2020-10-02 23:10:05,473 - mmaction - INFO - Epoch [70][1600/1997] lr: 7.500e-04, eta: 17:37:51, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8732, loss_cls: 1.2439, loss: 1.2439, grad_norm: 6.1883 2020-10-02 23:10:26,070 - mmaction - INFO - Epoch [70][1620/1997] lr: 7.500e-04, eta: 17:37:30, time: 1.029, data_time: 0.041, memory: 8350, top1_acc: 0.6784, top5_acc: 0.8638, loss_cls: 1.3331, loss: 1.3331, grad_norm: 6.3904 2020-10-02 23:10:48,215 - mmaction - INFO - Epoch [70][1640/1997] lr: 7.500e-04, eta: 17:37:09, time: 1.108, data_time: 0.003, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8805, loss_cls: 1.2151, loss: 1.2151, grad_norm: 6.2029 2020-10-02 23:11:07,769 - mmaction - INFO - Epoch [70][1660/1997] lr: 7.500e-04, eta: 17:36:47, time: 0.978, data_time: 0.001, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8805, loss_cls: 1.2676, loss: 1.2676, grad_norm: 6.3759 2020-10-02 23:11:28,701 - mmaction - INFO - Epoch [70][1680/1997] lr: 7.500e-04, eta: 17:36:26, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8831, loss_cls: 1.2212, loss: 1.2212, grad_norm: 6.3805 2020-10-02 23:11:49,580 - mmaction - INFO - Epoch [70][1700/1997] lr: 7.500e-04, eta: 17:36:05, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8797, loss_cls: 1.2622, loss: 1.2622, grad_norm: 6.3883 2020-10-02 23:12:11,547 - mmaction - INFO - Epoch [70][1720/1997] lr: 7.500e-04, eta: 17:35:44, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8773, loss_cls: 1.2184, loss: 1.2184, grad_norm: 6.2924 2020-10-02 23:12:30,670 - mmaction - INFO - Epoch [70][1740/1997] lr: 7.500e-04, eta: 17:35:23, time: 0.956, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2504, loss: 1.2504, grad_norm: 6.2316 2020-10-02 23:12:52,158 - mmaction - INFO - Epoch [70][1760/1997] lr: 7.500e-04, eta: 17:35:02, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8745, loss_cls: 1.2441, loss: 1.2441, grad_norm: 6.3507 2020-10-02 23:13:12,864 - mmaction - INFO - Epoch [70][1780/1997] lr: 7.500e-04, eta: 17:34:41, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.6716, top5_acc: 0.8594, loss_cls: 1.3498, loss: 1.3498, grad_norm: 6.6794 2020-10-02 23:13:34,272 - mmaction - INFO - Epoch [70][1800/1997] lr: 7.500e-04, eta: 17:34:20, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8755, loss_cls: 1.2253, loss: 1.2253, grad_norm: 6.4061 2020-10-02 23:13:55,080 - mmaction - INFO - Epoch [70][1820/1997] lr: 7.500e-04, eta: 17:33:59, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8818, loss_cls: 1.2111, loss: 1.2111, grad_norm: 6.1690 2020-10-02 23:14:16,218 - mmaction - INFO - Epoch [70][1840/1997] lr: 7.500e-04, eta: 17:33:37, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2432, loss: 1.2432, grad_norm: 6.2789 2020-10-02 23:14:36,139 - mmaction - INFO - Epoch [70][1860/1997] lr: 7.500e-04, eta: 17:33:16, time: 0.995, data_time: 0.001, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2851, loss: 1.2851, grad_norm: 6.4087 2020-10-02 23:14:57,826 - mmaction - INFO - Epoch [70][1880/1997] lr: 7.500e-04, eta: 17:32:55, time: 1.085, data_time: 0.067, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8784, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.4823 2020-10-02 23:15:18,373 - mmaction - INFO - Epoch [70][1900/1997] lr: 7.500e-04, eta: 17:32:34, time: 1.027, data_time: 0.111, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8745, loss_cls: 1.2256, loss: 1.2256, grad_norm: 6.3150 2020-10-02 23:15:40,048 - mmaction - INFO - Epoch [70][1920/1997] lr: 7.500e-04, eta: 17:32:13, time: 1.084, data_time: 0.094, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.2164, loss: 1.2164, grad_norm: 6.2350 2020-10-02 23:16:00,979 - mmaction - INFO - Epoch [70][1940/1997] lr: 7.500e-04, eta: 17:31:52, time: 1.047, data_time: 0.278, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8732, loss_cls: 1.2384, loss: 1.2384, grad_norm: 6.2235 2020-10-02 23:16:21,020 - mmaction - INFO - Epoch [70][1960/1997] lr: 7.500e-04, eta: 17:31:31, time: 1.001, data_time: 0.338, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8815, loss_cls: 1.2096, loss: 1.2096, grad_norm: 6.1964 2020-10-02 23:16:43,887 - mmaction - INFO - Epoch [70][1980/1997] lr: 7.500e-04, eta: 17:31:10, time: 1.144, data_time: 0.058, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8776, loss_cls: 1.2548, loss: 1.2548, grad_norm: 6.2554 2020-10-02 23:17:02,110 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-10-02 23:19:57,546 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-02 23:19:59,047 - mmaction - INFO - top1_acc 0.7256 top5_acc 0.9126 2020-10-02 23:19:59,047 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-02 23:19:59,125 - mmaction - INFO - mean_acc 0.7247 2020-10-02 23:19:59,125 - mmaction - INFO - Now best checkpoint is epoch_70.pth 2020-10-02 23:19:59,142 - mmaction - INFO - Epoch(val) [70][1997] top1_acc: 0.7256, top5_acc: 0.9126, mean_class_accuracy: 0.7247 2020-10-02 23:20:41,765 - mmaction - INFO - Epoch [71][20/1997] lr: 7.500e-04, eta: 17:30:33, time: 2.130, data_time: 0.989, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8732, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.3531 2020-10-02 23:21:02,966 - mmaction - INFO - Epoch [71][40/1997] lr: 7.500e-04, eta: 17:30:12, time: 1.059, data_time: 0.004, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8865, loss_cls: 1.2091, loss: 1.2091, grad_norm: 6.1276 2020-10-02 23:21:23,131 - mmaction - INFO - Epoch [71][60/1997] lr: 7.500e-04, eta: 17:29:50, time: 1.009, data_time: 0.023, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8716, loss_cls: 1.2418, loss: 1.2418, grad_norm: 6.3450 2020-10-02 23:21:44,717 - mmaction - INFO - Epoch [71][80/1997] lr: 7.500e-04, eta: 17:29:30, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8875, loss_cls: 1.2009, loss: 1.2009, grad_norm: 6.2185 2020-10-02 23:22:05,828 - mmaction - INFO - Epoch [71][100/1997] lr: 7.500e-04, eta: 17:29:09, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8797, loss_cls: 1.2316, loss: 1.2316, grad_norm: 6.4467 2020-10-02 23:22:26,701 - mmaction - INFO - Epoch [71][120/1997] lr: 7.500e-04, eta: 17:28:48, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8880, loss_cls: 1.1726, loss: 1.1726, grad_norm: 6.2272 2020-10-02 23:22:47,813 - mmaction - INFO - Epoch [71][140/1997] lr: 7.500e-04, eta: 17:28:26, time: 1.056, data_time: 0.019, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8846, loss_cls: 1.2078, loss: 1.2078, grad_norm: 6.3880 2020-10-02 23:23:09,935 - mmaction - INFO - Epoch [71][160/1997] lr: 7.500e-04, eta: 17:28:06, time: 1.106, data_time: 0.038, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8810, loss_cls: 1.2125, loss: 1.2125, grad_norm: 6.3089 2020-10-02 23:23:29,855 - mmaction - INFO - Epoch [71][180/1997] lr: 7.500e-04, eta: 17:27:44, time: 0.996, data_time: 0.004, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8849, loss_cls: 1.1816, loss: 1.1816, grad_norm: 6.2046 2020-10-02 23:23:51,689 - mmaction - INFO - Epoch [71][200/1997] lr: 7.500e-04, eta: 17:27:24, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8792, loss_cls: 1.2130, loss: 1.2130, grad_norm: 6.1516 2020-10-02 23:24:13,454 - mmaction - INFO - Epoch [71][220/1997] lr: 7.500e-04, eta: 17:27:03, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8831, loss_cls: 1.1916, loss: 1.1916, grad_norm: 6.2146 2020-10-02 23:24:34,860 - mmaction - INFO - Epoch [71][240/1997] lr: 7.500e-04, eta: 17:26:42, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8771, loss_cls: 1.2407, loss: 1.2407, grad_norm: 6.3248 2020-10-02 23:24:56,491 - mmaction - INFO - Epoch [71][260/1997] lr: 7.500e-04, eta: 17:26:21, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8776, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.3943 2020-10-02 23:25:17,132 - mmaction - INFO - Epoch [71][280/1997] lr: 7.500e-04, eta: 17:26:00, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.6859, top5_acc: 0.8721, loss_cls: 1.2870, loss: 1.2870, grad_norm: 6.4654 2020-10-02 23:25:37,708 - mmaction - INFO - Epoch [71][300/1997] lr: 7.500e-04, eta: 17:25:39, time: 1.029, data_time: 0.178, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8823, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.3399 2020-10-02 23:25:57,994 - mmaction - INFO - Epoch [71][320/1997] lr: 7.500e-04, eta: 17:25:17, time: 1.014, data_time: 0.235, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8737, loss_cls: 1.2789, loss: 1.2789, grad_norm: 6.3811 2020-10-02 23:26:20,105 - mmaction - INFO - Epoch [71][340/1997] lr: 7.500e-04, eta: 17:24:57, time: 1.107, data_time: 0.117, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8734, loss_cls: 1.2384, loss: 1.2384, grad_norm: 6.2711 2020-10-02 23:26:40,928 - mmaction - INFO - Epoch [71][360/1997] lr: 7.500e-04, eta: 17:24:36, time: 1.040, data_time: 0.121, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.2376, loss: 1.2376, grad_norm: 6.3617 2020-10-02 23:27:02,889 - mmaction - INFO - Epoch [71][380/1997] lr: 7.500e-04, eta: 17:24:15, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8638, loss_cls: 1.2992, loss: 1.2992, grad_norm: 6.3443 2020-10-02 23:27:22,698 - mmaction - INFO - Epoch [71][400/1997] lr: 7.500e-04, eta: 17:23:53, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2565, loss: 1.2565, grad_norm: 6.3230 2020-10-02 23:27:43,383 - mmaction - INFO - Epoch [71][420/1997] lr: 7.500e-04, eta: 17:23:32, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8672, loss_cls: 1.3007, loss: 1.3007, grad_norm: 6.4803 2020-10-02 23:28:04,140 - mmaction - INFO - Epoch [71][440/1997] lr: 7.500e-04, eta: 17:23:11, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8823, loss_cls: 1.2073, loss: 1.2073, grad_norm: 6.2734 2020-10-02 23:28:25,278 - mmaction - INFO - Epoch [71][460/1997] lr: 7.500e-04, eta: 17:22:50, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8753, loss_cls: 1.2521, loss: 1.2521, grad_norm: 6.2508 2020-10-02 23:28:46,754 - mmaction - INFO - Epoch [71][480/1997] lr: 7.500e-04, eta: 17:22:29, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8737, loss_cls: 1.2488, loss: 1.2488, grad_norm: 6.2008 2020-10-02 23:29:08,182 - mmaction - INFO - Epoch [71][500/1997] lr: 7.500e-04, eta: 17:22:08, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8839, loss_cls: 1.2244, loss: 1.2244, grad_norm: 6.3020 2020-10-02 23:29:28,901 - mmaction - INFO - Epoch [71][520/1997] lr: 7.500e-04, eta: 17:21:47, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8784, loss_cls: 1.2212, loss: 1.2212, grad_norm: 6.2777 2020-10-02 23:29:50,735 - mmaction - INFO - Epoch [71][540/1997] lr: 7.500e-04, eta: 17:21:26, time: 1.091, data_time: 0.033, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8862, loss_cls: 1.2098, loss: 1.2098, grad_norm: 6.3655 2020-10-02 23:30:10,759 - mmaction - INFO - Epoch [71][560/1997] lr: 7.500e-04, eta: 17:21:05, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2371, loss: 1.2371, grad_norm: 6.3092 2020-10-02 23:30:30,685 - mmaction - INFO - Epoch [71][580/1997] lr: 7.500e-04, eta: 17:20:43, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8917, loss_cls: 1.1484, loss: 1.1484, grad_norm: 6.2338 2020-10-02 23:30:52,238 - mmaction - INFO - Epoch [71][600/1997] lr: 7.500e-04, eta: 17:20:22, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.6841, top5_acc: 0.8753, loss_cls: 1.2810, loss: 1.2810, grad_norm: 6.4281 2020-10-02 23:31:13,164 - mmaction - INFO - Epoch [71][620/1997] lr: 7.500e-04, eta: 17:20:01, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8815, loss_cls: 1.2250, loss: 1.2250, grad_norm: 6.3748 2020-10-02 23:31:34,430 - mmaction - INFO - Epoch [71][640/1997] lr: 7.500e-04, eta: 17:19:40, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8669, loss_cls: 1.2952, loss: 1.2952, grad_norm: 6.5556 2020-10-02 23:31:54,871 - mmaction - INFO - Epoch [71][660/1997] lr: 7.500e-04, eta: 17:19:19, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8836, loss_cls: 1.1944, loss: 1.1944, grad_norm: 6.2249 2020-10-02 23:32:16,145 - mmaction - INFO - Epoch [71][680/1997] lr: 7.500e-04, eta: 17:18:58, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8789, loss_cls: 1.2258, loss: 1.2258, grad_norm: 6.3321 2020-10-02 23:32:38,137 - mmaction - INFO - Epoch [71][700/1997] lr: 7.500e-04, eta: 17:18:37, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8768, loss_cls: 1.2260, loss: 1.2260, grad_norm: 6.3272 2020-10-02 23:32:58,161 - mmaction - INFO - Epoch [71][720/1997] lr: 7.500e-04, eta: 17:18:16, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2491, loss: 1.2491, grad_norm: 6.4300 2020-10-02 23:33:18,945 - mmaction - INFO - Epoch [71][740/1997] lr: 7.500e-04, eta: 17:17:55, time: 1.039, data_time: 0.004, memory: 8350, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.4763 2020-10-02 23:33:40,657 - mmaction - INFO - Epoch [71][760/1997] lr: 7.500e-04, eta: 17:17:34, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8703, loss_cls: 1.2611, loss: 1.2611, grad_norm: 6.2612 2020-10-02 23:34:00,648 - mmaction - INFO - Epoch [71][780/1997] lr: 7.500e-04, eta: 17:17:13, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8794, loss_cls: 1.2325, loss: 1.2325, grad_norm: 6.3401 2020-10-02 23:34:21,555 - mmaction - INFO - Epoch [71][800/1997] lr: 7.500e-04, eta: 17:16:51, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8818, loss_cls: 1.1878, loss: 1.1878, grad_norm: 6.2021 2020-10-02 23:34:43,244 - mmaction - INFO - Epoch [71][820/1997] lr: 7.500e-04, eta: 17:16:31, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8802, loss_cls: 1.2255, loss: 1.2255, grad_norm: 6.3363 2020-10-02 23:35:03,669 - mmaction - INFO - Epoch [71][840/1997] lr: 7.500e-04, eta: 17:16:09, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8786, loss_cls: 1.2440, loss: 1.2440, grad_norm: 6.3772 2020-10-02 23:35:24,855 - mmaction - INFO - Epoch [71][860/1997] lr: 7.500e-04, eta: 17:15:48, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8784, loss_cls: 1.2559, loss: 1.2559, grad_norm: 6.4231 2020-10-02 23:35:46,788 - mmaction - INFO - Epoch [71][880/1997] lr: 7.500e-04, eta: 17:15:28, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8779, loss_cls: 1.2416, loss: 1.2416, grad_norm: 6.3118 2020-10-02 23:36:07,421 - mmaction - INFO - Epoch [71][900/1997] lr: 7.500e-04, eta: 17:15:06, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8831, loss_cls: 1.1936, loss: 1.1936, grad_norm: 6.2648 2020-10-02 23:36:27,770 - mmaction - INFO - Epoch [71][920/1997] lr: 7.500e-04, eta: 17:14:45, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8732, loss_cls: 1.2661, loss: 1.2661, grad_norm: 6.3763 2020-10-02 23:36:48,593 - mmaction - INFO - Epoch [71][940/1997] lr: 7.500e-04, eta: 17:14:24, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8797, loss_cls: 1.2415, loss: 1.2415, grad_norm: 6.2755 2020-10-02 23:37:09,614 - mmaction - INFO - Epoch [71][960/1997] lr: 7.500e-04, eta: 17:14:03, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8768, loss_cls: 1.2418, loss: 1.2418, grad_norm: 6.4091 2020-10-02 23:37:31,199 - mmaction - INFO - Epoch [71][980/1997] lr: 7.500e-04, eta: 17:13:42, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8687, loss_cls: 1.2881, loss: 1.2881, grad_norm: 6.5186 2020-10-02 23:37:51,209 - mmaction - INFO - Epoch [71][1000/1997] lr: 7.500e-04, eta: 17:13:21, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8758, loss_cls: 1.2619, loss: 1.2619, grad_norm: 6.4043 2020-10-02 23:38:12,626 - mmaction - INFO - Epoch [71][1020/1997] lr: 7.500e-04, eta: 17:13:00, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8820, loss_cls: 1.1972, loss: 1.1972, grad_norm: 6.1923 2020-10-02 23:38:33,690 - mmaction - INFO - Epoch [71][1040/1997] lr: 7.500e-04, eta: 17:12:39, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8729, loss_cls: 1.2410, loss: 1.2410, grad_norm: 6.2402 2020-10-02 23:38:54,295 - mmaction - INFO - Epoch [71][1060/1997] lr: 7.500e-04, eta: 17:12:17, time: 1.031, data_time: 0.003, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8872, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.2033 2020-10-02 23:39:15,952 - mmaction - INFO - Epoch [71][1080/1997] lr: 7.500e-04, eta: 17:11:57, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8781, loss_cls: 1.2477, loss: 1.2477, grad_norm: 6.3554 2020-10-02 23:39:37,101 - mmaction - INFO - Epoch [71][1100/1997] lr: 7.500e-04, eta: 17:11:36, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8755, loss_cls: 1.2408, loss: 1.2408, grad_norm: 6.3442 2020-10-02 23:39:57,813 - mmaction - INFO - Epoch [71][1120/1997] lr: 7.500e-04, eta: 17:11:14, time: 1.036, data_time: 0.012, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8820, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.2232 2020-10-02 23:40:17,958 - mmaction - INFO - Epoch [71][1140/1997] lr: 7.500e-04, eta: 17:10:53, time: 1.006, data_time: 0.021, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.2046, loss: 1.2046, grad_norm: 6.2721 2020-10-02 23:40:40,557 - mmaction - INFO - Epoch [71][1160/1997] lr: 7.500e-04, eta: 17:10:33, time: 1.131, data_time: 0.078, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8706, loss_cls: 1.2728, loss: 1.2728, grad_norm: 6.5174 2020-10-02 23:41:00,636 - mmaction - INFO - Epoch [71][1180/1997] lr: 7.500e-04, eta: 17:10:11, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8810, loss_cls: 1.2359, loss: 1.2359, grad_norm: 6.4954 2020-10-02 23:41:21,576 - mmaction - INFO - Epoch [71][1200/1997] lr: 7.500e-04, eta: 17:09:50, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6911, top5_acc: 0.8698, loss_cls: 1.2695, loss: 1.2695, grad_norm: 6.3552 2020-10-02 23:41:42,742 - mmaction - INFO - Epoch [71][1220/1997] lr: 7.500e-04, eta: 17:09:29, time: 1.058, data_time: 0.101, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8807, loss_cls: 1.2170, loss: 1.2170, grad_norm: 6.2403 2020-10-02 23:42:03,585 - mmaction - INFO - Epoch [71][1240/1997] lr: 7.500e-04, eta: 17:09:08, time: 1.041, data_time: 0.175, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8747, loss_cls: 1.2519, loss: 1.2519, grad_norm: 6.2973 2020-10-02 23:42:25,459 - mmaction - INFO - Epoch [71][1260/1997] lr: 7.500e-04, eta: 17:08:47, time: 1.095, data_time: 0.063, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8753, loss_cls: 1.2719, loss: 1.2719, grad_norm: 6.4966 2020-10-02 23:42:47,638 - mmaction - INFO - Epoch [71][1280/1997] lr: 7.500e-04, eta: 17:08:27, time: 1.109, data_time: 0.001, memory: 8350, top1_acc: 0.6844, top5_acc: 0.8687, loss_cls: 1.2887, loss: 1.2887, grad_norm: 6.4129 2020-10-02 23:43:07,517 - mmaction - INFO - Epoch [71][1300/1997] lr: 7.500e-04, eta: 17:08:05, time: 0.994, data_time: 0.001, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8745, loss_cls: 1.2494, loss: 1.2494, grad_norm: 6.3292 2020-10-02 23:43:28,447 - mmaction - INFO - Epoch [71][1320/1997] lr: 7.500e-04, eta: 17:07:44, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8708, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.3843 2020-10-02 23:43:49,191 - mmaction - INFO - Epoch [71][1340/1997] lr: 7.500e-04, eta: 17:07:23, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2534, loss: 1.2534, grad_norm: 6.3654 2020-10-02 23:44:09,814 - mmaction - INFO - Epoch [71][1360/1997] lr: 7.500e-04, eta: 17:07:02, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.6898, top5_acc: 0.8740, loss_cls: 1.2844, loss: 1.2844, grad_norm: 6.5036 2020-10-02 23:44:31,002 - mmaction - INFO - Epoch [71][1380/1997] lr: 7.500e-04, eta: 17:06:41, time: 1.059, data_time: 0.012, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8812, loss_cls: 1.2297, loss: 1.2297, grad_norm: 6.2938 2020-10-02 23:44:52,482 - mmaction - INFO - Epoch [71][1400/1997] lr: 7.500e-04, eta: 17:06:20, time: 1.074, data_time: 0.046, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8747, loss_cls: 1.2337, loss: 1.2337, grad_norm: 6.2373 2020-10-02 23:45:13,099 - mmaction - INFO - Epoch [71][1420/1997] lr: 7.500e-04, eta: 17:05:59, time: 1.031, data_time: 0.037, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8732, loss_cls: 1.2300, loss: 1.2300, grad_norm: 6.2807 2020-10-02 23:45:34,012 - mmaction - INFO - Epoch [71][1440/1997] lr: 7.500e-04, eta: 17:05:37, time: 1.046, data_time: 0.034, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8789, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.3526 2020-10-02 23:45:55,357 - mmaction - INFO - Epoch [71][1460/1997] lr: 7.500e-04, eta: 17:05:16, time: 1.068, data_time: 0.054, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8797, loss_cls: 1.2490, loss: 1.2490, grad_norm: 6.3470 2020-10-02 23:46:16,572 - mmaction - INFO - Epoch [71][1480/1997] lr: 7.500e-04, eta: 17:04:55, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8703, loss_cls: 1.2603, loss: 1.2603, grad_norm: 6.3444 2020-10-02 23:46:37,899 - mmaction - INFO - Epoch [71][1500/1997] lr: 7.500e-04, eta: 17:04:35, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8831, loss_cls: 1.2237, loss: 1.2237, grad_norm: 6.2643 2020-10-02 23:46:58,928 - mmaction - INFO - Epoch [71][1520/1997] lr: 7.500e-04, eta: 17:04:14, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8865, loss_cls: 1.1902, loss: 1.1902, grad_norm: 6.3155 2020-10-02 23:47:20,645 - mmaction - INFO - Epoch [71][1540/1997] lr: 7.500e-04, eta: 17:03:53, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8805, loss_cls: 1.2194, loss: 1.2194, grad_norm: 6.3057 2020-10-02 23:47:40,980 - mmaction - INFO - Epoch [71][1560/1997] lr: 7.500e-04, eta: 17:03:31, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8719, loss_cls: 1.2498, loss: 1.2498, grad_norm: 6.4124 2020-10-02 23:48:02,014 - mmaction - INFO - Epoch [71][1580/1997] lr: 7.500e-04, eta: 17:03:10, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8789, loss_cls: 1.2213, loss: 1.2213, grad_norm: 6.2749 2020-10-02 23:48:22,872 - mmaction - INFO - Epoch [71][1600/1997] lr: 7.500e-04, eta: 17:02:49, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6885, top5_acc: 0.8755, loss_cls: 1.2790, loss: 1.2790, grad_norm: 6.4945 2020-10-02 23:48:43,436 - mmaction - INFO - Epoch [71][1620/1997] lr: 7.500e-04, eta: 17:02:28, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8773, loss_cls: 1.2208, loss: 1.2208, grad_norm: 6.3682 2020-10-02 23:49:04,311 - mmaction - INFO - Epoch [71][1640/1997] lr: 7.500e-04, eta: 17:02:07, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8727, loss_cls: 1.2517, loss: 1.2517, grad_norm: 6.3918 2020-10-02 23:49:25,147 - mmaction - INFO - Epoch [71][1660/1997] lr: 7.500e-04, eta: 17:01:46, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8734, loss_cls: 1.2517, loss: 1.2517, grad_norm: 6.3818 2020-10-02 23:49:46,160 - mmaction - INFO - Epoch [71][1680/1997] lr: 7.500e-04, eta: 17:01:25, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6888, top5_acc: 0.8688, loss_cls: 1.2987, loss: 1.2987, grad_norm: 6.4115 2020-10-02 23:50:07,664 - mmaction - INFO - Epoch [71][1700/1997] lr: 7.500e-04, eta: 17:01:04, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8682, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.4026 2020-10-02 23:50:28,654 - mmaction - INFO - Epoch [71][1720/1997] lr: 7.500e-04, eta: 17:00:43, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.6883, top5_acc: 0.8714, loss_cls: 1.2797, loss: 1.2797, grad_norm: 6.5010 2020-10-02 23:50:49,427 - mmaction - INFO - Epoch [71][1740/1997] lr: 7.500e-04, eta: 17:00:22, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8763, loss_cls: 1.2504, loss: 1.2504, grad_norm: 6.3373 2020-10-02 23:51:10,282 - mmaction - INFO - Epoch [71][1760/1997] lr: 7.500e-04, eta: 17:00:00, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8719, loss_cls: 1.2679, loss: 1.2679, grad_norm: 6.4212 2020-10-02 23:51:31,010 - mmaction - INFO - Epoch [71][1780/1997] lr: 7.500e-04, eta: 16:59:39, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8810, loss_cls: 1.2595, loss: 1.2595, grad_norm: 6.5348 2020-10-02 23:51:52,499 - mmaction - INFO - Epoch [71][1800/1997] lr: 7.500e-04, eta: 16:59:18, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8813, loss_cls: 1.2086, loss: 1.2086, grad_norm: 6.2397 2020-10-02 23:52:13,029 - mmaction - INFO - Epoch [71][1820/1997] lr: 7.500e-04, eta: 16:58:57, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8794, loss_cls: 1.2228, loss: 1.2228, grad_norm: 6.2574 2020-10-02 23:52:33,453 - mmaction - INFO - Epoch [71][1840/1997] lr: 7.500e-04, eta: 16:58:36, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8740, loss_cls: 1.2287, loss: 1.2287, grad_norm: 6.3232 2020-10-02 23:52:55,035 - mmaction - INFO - Epoch [71][1860/1997] lr: 7.500e-04, eta: 16:58:15, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8781, loss_cls: 1.2537, loss: 1.2537, grad_norm: 6.4690 2020-10-02 23:53:15,035 - mmaction - INFO - Epoch [71][1880/1997] lr: 7.500e-04, eta: 16:57:53, time: 1.001, data_time: 0.003, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8711, loss_cls: 1.2807, loss: 1.2807, grad_norm: 6.4777 2020-10-02 23:53:35,612 - mmaction - INFO - Epoch [71][1900/1997] lr: 7.500e-04, eta: 16:57:32, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8792, loss_cls: 1.2329, loss: 1.2329, grad_norm: 6.3878 2020-10-02 23:53:56,879 - mmaction - INFO - Epoch [71][1920/1997] lr: 7.500e-04, eta: 16:57:11, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8695, loss_cls: 1.2603, loss: 1.2603, grad_norm: 6.3478 2020-10-02 23:54:17,830 - mmaction - INFO - Epoch [71][1940/1997] lr: 7.500e-04, eta: 16:56:50, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8734, loss_cls: 1.2463, loss: 1.2463, grad_norm: 6.3894 2020-10-02 23:54:38,909 - mmaction - INFO - Epoch [71][1960/1997] lr: 7.500e-04, eta: 16:56:29, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8786, loss_cls: 1.2311, loss: 1.2311, grad_norm: 6.3269 2020-10-02 23:55:00,524 - mmaction - INFO - Epoch [71][1980/1997] lr: 7.500e-04, eta: 16:56:08, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.2226, loss: 1.2226, grad_norm: 6.4555 2020-10-02 23:55:17,266 - mmaction - INFO - Saving checkpoint at 71 epochs 2020-10-02 23:56:03,318 - mmaction - INFO - Epoch [72][20/1997] lr: 7.500e-04, eta: 16:55:32, time: 2.257, data_time: 1.096, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8740, loss_cls: 1.2465, loss: 1.2465, grad_norm: 6.3410 2020-10-02 23:56:25,104 - mmaction - INFO - Epoch [72][40/1997] lr: 7.500e-04, eta: 16:55:11, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8862, loss_cls: 1.1997, loss: 1.1997, grad_norm: 6.2281 2020-10-02 23:56:44,859 - mmaction - INFO - Epoch [72][60/1997] lr: 7.500e-04, eta: 16:54:50, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8729, loss_cls: 1.2597, loss: 1.2597, grad_norm: 6.3597 2020-10-02 23:57:05,886 - mmaction - INFO - Epoch [72][80/1997] lr: 7.500e-04, eta: 16:54:29, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8776, loss_cls: 1.2288, loss: 1.2288, grad_norm: 6.3242 2020-10-02 23:57:27,555 - mmaction - INFO - Epoch [72][100/1997] lr: 7.500e-04, eta: 16:54:08, time: 1.084, data_time: 0.003, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8833, loss_cls: 1.2261, loss: 1.2261, grad_norm: 6.3592 2020-10-02 23:57:50,598 - mmaction - INFO - Epoch [72][120/1997] lr: 7.500e-04, eta: 16:53:47, time: 1.153, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8833, loss_cls: 1.2048, loss: 1.2048, grad_norm: 6.3171 2020-10-02 23:58:10,282 - mmaction - INFO - Epoch [72][140/1997] lr: 7.500e-04, eta: 16:53:26, time: 0.984, data_time: 0.001, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8766, loss_cls: 1.2474, loss: 1.2474, grad_norm: 6.3021 2020-10-02 23:58:31,633 - mmaction - INFO - Epoch [72][160/1997] lr: 7.500e-04, eta: 16:53:05, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8839, loss_cls: 1.2263, loss: 1.2263, grad_norm: 6.3773 2020-10-02 23:58:52,120 - mmaction - INFO - Epoch [72][180/1997] lr: 7.500e-04, eta: 16:52:44, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8750, loss_cls: 1.2287, loss: 1.2287, grad_norm: 6.3048 2020-10-02 23:59:12,805 - mmaction - INFO - Epoch [72][200/1997] lr: 7.500e-04, eta: 16:52:22, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8742, loss_cls: 1.2558, loss: 1.2558, grad_norm: 6.2855 2020-10-02 23:59:34,379 - mmaction - INFO - Epoch [72][220/1997] lr: 7.500e-04, eta: 16:52:02, time: 1.078, data_time: 0.034, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8758, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.4334 2020-10-02 23:59:55,168 - mmaction - INFO - Epoch [72][240/1997] lr: 7.500e-04, eta: 16:51:40, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8805, loss_cls: 1.2172, loss: 1.2172, grad_norm: 6.2727 2020-10-03 00:00:16,900 - mmaction - INFO - Epoch [72][260/1997] lr: 7.500e-04, eta: 16:51:20, time: 1.086, data_time: 0.003, memory: 8350, top1_acc: 0.6893, top5_acc: 0.8745, loss_cls: 1.2638, loss: 1.2638, grad_norm: 6.3442 2020-10-03 00:00:38,726 - mmaction - INFO - Epoch [72][280/1997] lr: 7.500e-04, eta: 16:50:59, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8872, loss_cls: 1.2203, loss: 1.2203, grad_norm: 6.3677 2020-10-03 00:00:58,960 - mmaction - INFO - Epoch [72][300/1997] lr: 7.500e-04, eta: 16:50:38, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8755, loss_cls: 1.2296, loss: 1.2296, grad_norm: 6.3661 2020-10-03 00:01:21,165 - mmaction - INFO - Epoch [72][320/1997] lr: 7.500e-04, eta: 16:50:17, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8839, loss_cls: 1.2204, loss: 1.2204, grad_norm: 6.2726 2020-10-03 00:01:41,977 - mmaction - INFO - Epoch [72][340/1997] lr: 7.500e-04, eta: 16:49:56, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8805, loss_cls: 1.2209, loss: 1.2209, grad_norm: 6.4316 2020-10-03 00:02:01,318 - mmaction - INFO - Epoch [72][360/1997] lr: 7.500e-04, eta: 16:49:34, time: 0.966, data_time: 0.001, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2319, loss: 1.2319, grad_norm: 6.4041 2020-10-03 00:02:23,210 - mmaction - INFO - Epoch [72][380/1997] lr: 7.500e-04, eta: 16:49:13, time: 1.095, data_time: 0.003, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8789, loss_cls: 1.2291, loss: 1.2291, grad_norm: 6.2303 2020-10-03 00:02:44,535 - mmaction - INFO - Epoch [72][400/1997] lr: 7.500e-04, eta: 16:48:52, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8805, loss_cls: 1.2078, loss: 1.2078, grad_norm: 6.3237 2020-10-03 00:03:05,532 - mmaction - INFO - Epoch [72][420/1997] lr: 7.500e-04, eta: 16:48:31, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8802, loss_cls: 1.2405, loss: 1.2405, grad_norm: 6.2981 2020-10-03 00:03:26,091 - mmaction - INFO - Epoch [72][440/1997] lr: 7.500e-04, eta: 16:48:10, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2430, loss: 1.2430, grad_norm: 6.4227 2020-10-03 00:03:48,271 - mmaction - INFO - Epoch [72][460/1997] lr: 7.500e-04, eta: 16:47:50, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8841, loss_cls: 1.1916, loss: 1.1916, grad_norm: 6.3498 2020-10-03 00:04:09,193 - mmaction - INFO - Epoch [72][480/1997] lr: 7.500e-04, eta: 16:47:28, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8841, loss_cls: 1.1782, loss: 1.1782, grad_norm: 6.2640 2020-10-03 00:04:29,821 - mmaction - INFO - Epoch [72][500/1997] lr: 7.500e-04, eta: 16:47:07, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8755, loss_cls: 1.2613, loss: 1.2613, grad_norm: 6.4413 2020-10-03 00:04:51,183 - mmaction - INFO - Epoch [72][520/1997] lr: 7.500e-04, eta: 16:46:46, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8703, loss_cls: 1.2294, loss: 1.2294, grad_norm: 6.3601 2020-10-03 00:05:11,849 - mmaction - INFO - Epoch [72][540/1997] lr: 7.500e-04, eta: 16:46:25, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8685, loss_cls: 1.2831, loss: 1.2831, grad_norm: 6.5174 2020-10-03 00:05:32,414 - mmaction - INFO - Epoch [72][560/1997] lr: 7.500e-04, eta: 16:46:04, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8831, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.3838 2020-10-03 00:05:53,481 - mmaction - INFO - Epoch [72][580/1997] lr: 7.500e-04, eta: 16:45:43, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8734, loss_cls: 1.2630, loss: 1.2630, grad_norm: 6.3445 2020-10-03 00:06:14,004 - mmaction - INFO - Epoch [72][600/1997] lr: 7.500e-04, eta: 16:45:22, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8763, loss_cls: 1.2232, loss: 1.2232, grad_norm: 6.2873 2020-10-03 00:06:35,259 - mmaction - INFO - Epoch [72][620/1997] lr: 7.500e-04, eta: 16:45:01, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2468, loss: 1.2468, grad_norm: 6.4165 2020-10-03 00:06:55,405 - mmaction - INFO - Epoch [72][640/1997] lr: 7.500e-04, eta: 16:44:39, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8784, loss_cls: 1.1964, loss: 1.1964, grad_norm: 6.2478 2020-10-03 00:07:16,605 - mmaction - INFO - Epoch [72][660/1997] lr: 7.500e-04, eta: 16:44:18, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8771, loss_cls: 1.2375, loss: 1.2375, grad_norm: 6.4316 2020-10-03 00:07:37,759 - mmaction - INFO - Epoch [72][680/1997] lr: 7.500e-04, eta: 16:43:57, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8815, loss_cls: 1.2133, loss: 1.2133, grad_norm: 6.3589 2020-10-03 00:07:58,745 - mmaction - INFO - Epoch [72][700/1997] lr: 7.500e-04, eta: 16:43:36, time: 1.051, data_time: 0.003, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8768, loss_cls: 1.2154, loss: 1.2154, grad_norm: 6.2369 2020-10-03 00:08:20,458 - mmaction - INFO - Epoch [72][720/1997] lr: 7.500e-04, eta: 16:43:15, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2218, loss: 1.2218, grad_norm: 6.3219 2020-10-03 00:08:42,267 - mmaction - INFO - Epoch [72][740/1997] lr: 7.500e-04, eta: 16:42:55, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8844, loss_cls: 1.2001, loss: 1.2001, grad_norm: 6.4043 2020-10-03 00:09:02,244 - mmaction - INFO - Epoch [72][760/1997] lr: 7.500e-04, eta: 16:42:33, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8750, loss_cls: 1.2639, loss: 1.2639, grad_norm: 6.4146 2020-10-03 00:09:23,851 - mmaction - INFO - Epoch [72][780/1997] lr: 7.500e-04, eta: 16:42:12, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8823, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.4828 2020-10-03 00:09:45,401 - mmaction - INFO - Epoch [72][800/1997] lr: 7.500e-04, eta: 16:41:51, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8831, loss_cls: 1.2179, loss: 1.2179, grad_norm: 6.3665 2020-10-03 00:10:05,183 - mmaction - INFO - Epoch [72][820/1997] lr: 7.500e-04, eta: 16:41:30, time: 0.990, data_time: 0.026, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8724, loss_cls: 1.2825, loss: 1.2825, grad_norm: 6.6481 2020-10-03 00:10:26,236 - mmaction - INFO - Epoch [72][840/1997] lr: 7.500e-04, eta: 16:41:09, time: 1.053, data_time: 0.299, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8680, loss_cls: 1.3095, loss: 1.3095, grad_norm: 6.7154 2020-10-03 00:10:47,462 - mmaction - INFO - Epoch [72][860/1997] lr: 7.500e-04, eta: 16:40:48, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8729, loss_cls: 1.2414, loss: 1.2414, grad_norm: 6.3945 2020-10-03 00:11:07,991 - mmaction - INFO - Epoch [72][880/1997] lr: 7.500e-04, eta: 16:40:27, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8823, loss_cls: 1.2303, loss: 1.2303, grad_norm: 6.3768 2020-10-03 00:11:29,439 - mmaction - INFO - Epoch [72][900/1997] lr: 7.500e-04, eta: 16:40:06, time: 1.073, data_time: 0.078, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8799, loss_cls: 1.2093, loss: 1.2093, grad_norm: 6.4125 2020-10-03 00:11:50,580 - mmaction - INFO - Epoch [72][920/1997] lr: 7.500e-04, eta: 16:39:45, time: 1.058, data_time: 0.003, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8753, loss_cls: 1.2606, loss: 1.2606, grad_norm: 6.5214 2020-10-03 00:12:11,522 - mmaction - INFO - Epoch [72][940/1997] lr: 7.500e-04, eta: 16:39:24, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8859, loss_cls: 1.1736, loss: 1.1736, grad_norm: 6.2380 2020-10-03 00:12:32,586 - mmaction - INFO - Epoch [72][960/1997] lr: 7.500e-04, eta: 16:39:03, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.6833, top5_acc: 0.8753, loss_cls: 1.2741, loss: 1.2741, grad_norm: 6.6650 2020-10-03 00:12:53,565 - mmaction - INFO - Epoch [72][980/1997] lr: 7.500e-04, eta: 16:38:41, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8794, loss_cls: 1.2262, loss: 1.2262, grad_norm: 6.2891 2020-10-03 00:13:14,544 - mmaction - INFO - Epoch [72][1000/1997] lr: 7.500e-04, eta: 16:38:20, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8771, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.3994 2020-10-03 00:13:35,885 - mmaction - INFO - Epoch [72][1020/1997] lr: 7.500e-04, eta: 16:37:59, time: 1.067, data_time: 0.167, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8867, loss_cls: 1.1914, loss: 1.1914, grad_norm: 6.3317 2020-10-03 00:13:56,058 - mmaction - INFO - Epoch [72][1040/1997] lr: 7.500e-04, eta: 16:37:38, time: 1.008, data_time: 0.020, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8768, loss_cls: 1.2137, loss: 1.2137, grad_norm: 6.3079 2020-10-03 00:14:17,469 - mmaction - INFO - Epoch [72][1060/1997] lr: 7.500e-04, eta: 16:37:17, time: 1.071, data_time: 0.219, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8818, loss_cls: 1.2257, loss: 1.2257, grad_norm: 6.4422 2020-10-03 00:14:38,706 - mmaction - INFO - Epoch [72][1080/1997] lr: 7.500e-04, eta: 16:36:56, time: 1.062, data_time: 0.390, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8763, loss_cls: 1.2308, loss: 1.2308, grad_norm: 6.3229 2020-10-03 00:14:59,139 - mmaction - INFO - Epoch [72][1100/1997] lr: 7.500e-04, eta: 16:36:35, time: 1.021, data_time: 0.376, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8797, loss_cls: 1.2206, loss: 1.2206, grad_norm: 6.4925 2020-10-03 00:15:20,106 - mmaction - INFO - Epoch [72][1120/1997] lr: 7.500e-04, eta: 16:36:14, time: 1.049, data_time: 0.256, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8865, loss_cls: 1.2336, loss: 1.2336, grad_norm: 6.4119 2020-10-03 00:15:40,368 - mmaction - INFO - Epoch [72][1140/1997] lr: 7.500e-04, eta: 16:35:52, time: 1.013, data_time: 0.265, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8880, loss_cls: 1.1858, loss: 1.1858, grad_norm: 6.3154 2020-10-03 00:16:01,292 - mmaction - INFO - Epoch [72][1160/1997] lr: 7.500e-04, eta: 16:35:31, time: 1.046, data_time: 0.042, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8810, loss_cls: 1.2079, loss: 1.2079, grad_norm: 6.3463 2020-10-03 00:16:22,025 - mmaction - INFO - Epoch [72][1180/1997] lr: 7.500e-04, eta: 16:35:10, time: 1.037, data_time: 0.040, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8768, loss_cls: 1.2419, loss: 1.2419, grad_norm: 6.3654 2020-10-03 00:16:44,813 - mmaction - INFO - Epoch [72][1200/1997] lr: 7.500e-04, eta: 16:34:50, time: 1.140, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8784, loss_cls: 1.2429, loss: 1.2429, grad_norm: 6.4454 2020-10-03 00:17:03,854 - mmaction - INFO - Epoch [72][1220/1997] lr: 7.500e-04, eta: 16:34:28, time: 0.952, data_time: 0.001, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8776, loss_cls: 1.2367, loss: 1.2367, grad_norm: 6.4407 2020-10-03 00:17:25,292 - mmaction - INFO - Epoch [72][1240/1997] lr: 7.500e-04, eta: 16:34:07, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8867, loss_cls: 1.2060, loss: 1.2060, grad_norm: 6.3697 2020-10-03 00:17:45,815 - mmaction - INFO - Epoch [72][1260/1997] lr: 7.500e-04, eta: 16:33:46, time: 1.025, data_time: 0.211, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8823, loss_cls: 1.2300, loss: 1.2300, grad_norm: 6.3439 2020-10-03 00:18:06,956 - mmaction - INFO - Epoch [72][1280/1997] lr: 7.500e-04, eta: 16:33:25, time: 1.058, data_time: 0.087, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8784, loss_cls: 1.2361, loss: 1.2361, grad_norm: 6.4152 2020-10-03 00:18:28,167 - mmaction - INFO - Epoch [72][1300/1997] lr: 7.500e-04, eta: 16:33:04, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8641, loss_cls: 1.3082, loss: 1.3082, grad_norm: 6.6769 2020-10-03 00:18:50,135 - mmaction - INFO - Epoch [72][1320/1997] lr: 7.500e-04, eta: 16:32:43, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8784, loss_cls: 1.2487, loss: 1.2487, grad_norm: 6.3928 2020-10-03 00:19:10,577 - mmaction - INFO - Epoch [72][1340/1997] lr: 7.500e-04, eta: 16:32:22, time: 1.022, data_time: 0.001, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8781, loss_cls: 1.2299, loss: 1.2299, grad_norm: 6.2808 2020-10-03 00:19:31,243 - mmaction - INFO - Epoch [72][1360/1997] lr: 7.500e-04, eta: 16:32:01, time: 1.033, data_time: 0.026, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8799, loss_cls: 1.2322, loss: 1.2322, grad_norm: 6.2927 2020-10-03 00:19:52,597 - mmaction - INFO - Epoch [72][1380/1997] lr: 7.500e-04, eta: 16:31:40, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8698, loss_cls: 1.2945, loss: 1.2945, grad_norm: 6.5628 2020-10-03 00:20:12,936 - mmaction - INFO - Epoch [72][1400/1997] lr: 7.500e-04, eta: 16:31:18, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8745, loss_cls: 1.2440, loss: 1.2440, grad_norm: 6.3226 2020-10-03 00:20:35,331 - mmaction - INFO - Epoch [72][1420/1997] lr: 7.500e-04, eta: 16:30:58, time: 1.119, data_time: 0.032, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8818, loss_cls: 1.2268, loss: 1.2268, grad_norm: 6.3016 2020-10-03 00:20:57,490 - mmaction - INFO - Epoch [72][1440/1997] lr: 7.500e-04, eta: 16:30:37, time: 1.109, data_time: 0.003, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8768, loss_cls: 1.2501, loss: 1.2501, grad_norm: 6.4318 2020-10-03 00:21:17,531 - mmaction - INFO - Epoch [72][1460/1997] lr: 7.500e-04, eta: 16:30:16, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8729, loss_cls: 1.2713, loss: 1.2713, grad_norm: 6.3733 2020-10-03 00:21:39,714 - mmaction - INFO - Epoch [72][1480/1997] lr: 7.500e-04, eta: 16:29:55, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8781, loss_cls: 1.2038, loss: 1.2038, grad_norm: 6.2725 2020-10-03 00:22:00,411 - mmaction - INFO - Epoch [72][1500/1997] lr: 7.500e-04, eta: 16:29:34, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8669, loss_cls: 1.2937, loss: 1.2937, grad_norm: 6.6361 2020-10-03 00:22:20,893 - mmaction - INFO - Epoch [72][1520/1997] lr: 7.500e-04, eta: 16:29:13, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8836, loss_cls: 1.2187, loss: 1.2187, grad_norm: 6.4229 2020-10-03 00:22:43,117 - mmaction - INFO - Epoch [72][1540/1997] lr: 7.500e-04, eta: 16:28:52, time: 1.112, data_time: 0.003, memory: 8350, top1_acc: 0.6948, top5_acc: 0.8763, loss_cls: 1.2457, loss: 1.2457, grad_norm: 6.4561 2020-10-03 00:23:03,821 - mmaction - INFO - Epoch [72][1560/1997] lr: 7.500e-04, eta: 16:28:31, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8776, loss_cls: 1.2582, loss: 1.2582, grad_norm: 6.5190 2020-10-03 00:23:23,441 - mmaction - INFO - Epoch [72][1580/1997] lr: 7.500e-04, eta: 16:28:09, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8794, loss_cls: 1.2294, loss: 1.2294, grad_norm: 6.4136 2020-10-03 00:23:45,581 - mmaction - INFO - Epoch [72][1600/1997] lr: 7.500e-04, eta: 16:27:49, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8706, loss_cls: 1.2822, loss: 1.2822, grad_norm: 6.5000 2020-10-03 00:24:07,479 - mmaction - INFO - Epoch [72][1620/1997] lr: 7.500e-04, eta: 16:27:28, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8885, loss_cls: 1.1977, loss: 1.1977, grad_norm: 6.4214 2020-10-03 00:24:27,156 - mmaction - INFO - Epoch [72][1640/1997] lr: 7.500e-04, eta: 16:27:06, time: 0.985, data_time: 0.003, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8716, loss_cls: 1.2924, loss: 1.2924, grad_norm: 6.5145 2020-10-03 00:24:49,220 - mmaction - INFO - Epoch [72][1660/1997] lr: 7.500e-04, eta: 16:26:46, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8677, loss_cls: 1.2417, loss: 1.2417, grad_norm: 6.3359 2020-10-03 00:25:09,575 - mmaction - INFO - Epoch [72][1680/1997] lr: 7.500e-04, eta: 16:26:24, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8799, loss_cls: 1.2319, loss: 1.2319, grad_norm: 6.4647 2020-10-03 00:25:30,014 - mmaction - INFO - Epoch [72][1700/1997] lr: 7.500e-04, eta: 16:26:03, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8729, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.4459 2020-10-03 00:25:51,595 - mmaction - INFO - Epoch [72][1720/1997] lr: 7.500e-04, eta: 16:25:42, time: 1.080, data_time: 0.003, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8727, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.5059 2020-10-03 00:26:12,500 - mmaction - INFO - Epoch [72][1740/1997] lr: 7.500e-04, eta: 16:25:21, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8768, loss_cls: 1.2494, loss: 1.2494, grad_norm: 6.4535 2020-10-03 00:26:33,587 - mmaction - INFO - Epoch [72][1760/1997] lr: 7.500e-04, eta: 16:25:00, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8854, loss_cls: 1.2184, loss: 1.2184, grad_norm: 6.3417 2020-10-03 00:26:54,897 - mmaction - INFO - Epoch [72][1780/1997] lr: 7.500e-04, eta: 16:24:39, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8763, loss_cls: 1.2924, loss: 1.2924, grad_norm: 6.6180 2020-10-03 00:27:16,339 - mmaction - INFO - Epoch [72][1800/1997] lr: 7.500e-04, eta: 16:24:18, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8742, loss_cls: 1.2514, loss: 1.2514, grad_norm: 6.3966 2020-10-03 00:27:37,959 - mmaction - INFO - Epoch [72][1820/1997] lr: 7.500e-04, eta: 16:23:57, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8844, loss_cls: 1.1925, loss: 1.1925, grad_norm: 6.3055 2020-10-03 00:27:57,319 - mmaction - INFO - Epoch [72][1840/1997] lr: 7.500e-04, eta: 16:23:36, time: 0.968, data_time: 0.032, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8802, loss_cls: 1.2241, loss: 1.2241, grad_norm: 6.4201 2020-10-03 00:28:18,634 - mmaction - INFO - Epoch [72][1860/1997] lr: 7.500e-04, eta: 16:23:15, time: 1.066, data_time: 0.322, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8792, loss_cls: 1.2355, loss: 1.2355, grad_norm: 6.3650 2020-10-03 00:28:39,156 - mmaction - INFO - Epoch [72][1880/1997] lr: 7.500e-04, eta: 16:22:54, time: 1.026, data_time: 0.207, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8753, loss_cls: 1.2466, loss: 1.2466, grad_norm: 6.4599 2020-10-03 00:29:01,143 - mmaction - INFO - Epoch [72][1900/1997] lr: 7.500e-04, eta: 16:22:33, time: 1.099, data_time: 0.465, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8823, loss_cls: 1.2275, loss: 1.2275, grad_norm: 6.4652 2020-10-03 00:29:21,069 - mmaction - INFO - Epoch [72][1920/1997] lr: 7.500e-04, eta: 16:22:11, time: 0.997, data_time: 0.339, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.5918 2020-10-03 00:29:42,235 - mmaction - INFO - Epoch [72][1940/1997] lr: 7.500e-04, eta: 16:21:50, time: 1.058, data_time: 0.166, memory: 8350, top1_acc: 0.6896, top5_acc: 0.8654, loss_cls: 1.2845, loss: 1.2845, grad_norm: 6.4553 2020-10-03 00:30:04,036 - mmaction - INFO - Epoch [72][1960/1997] lr: 7.500e-04, eta: 16:21:30, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8737, loss_cls: 1.2648, loss: 1.2648, grad_norm: 6.5401 2020-10-03 00:30:24,653 - mmaction - INFO - Epoch [72][1980/1997] lr: 7.500e-04, eta: 16:21:08, time: 1.031, data_time: 0.158, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8807, loss_cls: 1.2086, loss: 1.2086, grad_norm: 6.3127 2020-10-03 00:30:43,348 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-10-03 00:31:31,434 - mmaction - INFO - Epoch [73][20/1997] lr: 7.500e-04, eta: 16:20:33, time: 2.339, data_time: 1.208, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8677, loss_cls: 1.2816, loss: 1.2816, grad_norm: 6.3642 2020-10-03 00:31:52,360 - mmaction - INFO - Epoch [73][40/1997] lr: 7.500e-04, eta: 16:20:11, time: 1.047, data_time: 0.003, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8807, loss_cls: 1.2338, loss: 1.2338, grad_norm: 6.4363 2020-10-03 00:32:12,844 - mmaction - INFO - Epoch [73][60/1997] lr: 7.500e-04, eta: 16:19:50, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8719, loss_cls: 1.2524, loss: 1.2524, grad_norm: 6.3078 2020-10-03 00:32:34,139 - mmaction - INFO - Epoch [73][80/1997] lr: 7.500e-04, eta: 16:19:29, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8729, loss_cls: 1.2415, loss: 1.2415, grad_norm: 6.3427 2020-10-03 00:32:56,460 - mmaction - INFO - Epoch [73][100/1997] lr: 7.500e-04, eta: 16:19:09, time: 1.117, data_time: 0.003, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8823, loss_cls: 1.2355, loss: 1.2355, grad_norm: 6.4252 2020-10-03 00:33:17,196 - mmaction - INFO - Epoch [73][120/1997] lr: 7.500e-04, eta: 16:18:47, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8794, loss_cls: 1.2537, loss: 1.2537, grad_norm: 6.4990 2020-10-03 00:33:38,219 - mmaction - INFO - Epoch [73][140/1997] lr: 7.500e-04, eta: 16:18:26, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8794, loss_cls: 1.2537, loss: 1.2537, grad_norm: 6.4519 2020-10-03 00:33:58,867 - mmaction - INFO - Epoch [73][160/1997] lr: 7.500e-04, eta: 16:18:05, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8896, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.3144 2020-10-03 00:34:20,331 - mmaction - INFO - Epoch [73][180/1997] lr: 7.500e-04, eta: 16:17:44, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.2057, loss: 1.2057, grad_norm: 6.4001 2020-10-03 00:34:42,918 - mmaction - INFO - Epoch [73][200/1997] lr: 7.500e-04, eta: 16:17:24, time: 1.130, data_time: 0.002, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.3835 2020-10-03 00:35:02,510 - mmaction - INFO - Epoch [73][220/1997] lr: 7.500e-04, eta: 16:17:02, time: 0.979, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8799, loss_cls: 1.2314, loss: 1.2314, grad_norm: 6.3907 2020-10-03 00:35:24,185 - mmaction - INFO - Epoch [73][240/1997] lr: 7.500e-04, eta: 16:16:41, time: 1.085, data_time: 0.003, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8888, loss_cls: 1.1874, loss: 1.1874, grad_norm: 6.1663 2020-10-03 00:35:44,516 - mmaction - INFO - Epoch [73][260/1997] lr: 7.500e-04, eta: 16:16:20, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6938, top5_acc: 0.8727, loss_cls: 1.2441, loss: 1.2441, grad_norm: 6.5194 2020-10-03 00:36:06,187 - mmaction - INFO - Epoch [73][280/1997] lr: 7.500e-04, eta: 16:15:59, time: 1.084, data_time: 0.035, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8810, loss_cls: 1.2131, loss: 1.2131, grad_norm: 6.2779 2020-10-03 00:36:27,172 - mmaction - INFO - Epoch [73][300/1997] lr: 7.500e-04, eta: 16:15:38, time: 1.049, data_time: 0.243, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8753, loss_cls: 1.2457, loss: 1.2457, grad_norm: 6.3988 2020-10-03 00:36:47,758 - mmaction - INFO - Epoch [73][320/1997] lr: 7.500e-04, eta: 16:15:17, time: 1.028, data_time: 0.105, memory: 8350, top1_acc: 0.6849, top5_acc: 0.8729, loss_cls: 1.2666, loss: 1.2666, grad_norm: 6.5010 2020-10-03 00:37:09,609 - mmaction - INFO - Epoch [73][340/1997] lr: 7.500e-04, eta: 16:14:56, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1732, loss: 1.1732, grad_norm: 6.3031 2020-10-03 00:37:30,133 - mmaction - INFO - Epoch [73][360/1997] lr: 7.500e-04, eta: 16:14:35, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2537, loss: 1.2537, grad_norm: 6.3775 2020-10-03 00:37:51,773 - mmaction - INFO - Epoch [73][380/1997] lr: 7.500e-04, eta: 16:14:14, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8727, loss_cls: 1.2456, loss: 1.2456, grad_norm: 6.2251 2020-10-03 00:38:12,830 - mmaction - INFO - Epoch [73][400/1997] lr: 7.500e-04, eta: 16:13:53, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8768, loss_cls: 1.2027, loss: 1.2027, grad_norm: 6.3187 2020-10-03 00:38:32,608 - mmaction - INFO - Epoch [73][420/1997] lr: 7.500e-04, eta: 16:13:32, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8701, loss_cls: 1.2606, loss: 1.2606, grad_norm: 6.5274 2020-10-03 00:38:54,245 - mmaction - INFO - Epoch [73][440/1997] lr: 7.500e-04, eta: 16:13:11, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8885, loss_cls: 1.2115, loss: 1.2115, grad_norm: 6.3507 2020-10-03 00:39:15,085 - mmaction - INFO - Epoch [73][460/1997] lr: 7.500e-04, eta: 16:12:50, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8784, loss_cls: 1.2576, loss: 1.2576, grad_norm: 6.4254 2020-10-03 00:39:36,716 - mmaction - INFO - Epoch [73][480/1997] lr: 7.500e-04, eta: 16:12:29, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8714, loss_cls: 1.2689, loss: 1.2689, grad_norm: 6.3545 2020-10-03 00:39:57,457 - mmaction - INFO - Epoch [73][500/1997] lr: 7.500e-04, eta: 16:12:08, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.2109, loss: 1.2109, grad_norm: 6.3609 2020-10-03 00:40:17,113 - mmaction - INFO - Epoch [73][520/1997] lr: 7.500e-04, eta: 16:11:46, time: 0.982, data_time: 0.003, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8839, loss_cls: 1.1911, loss: 1.1911, grad_norm: 6.3474 2020-10-03 00:40:38,086 - mmaction - INFO - Epoch [73][540/1997] lr: 7.500e-04, eta: 16:11:25, time: 1.049, data_time: 0.066, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8807, loss_cls: 1.1876, loss: 1.1876, grad_norm: 6.3331 2020-10-03 00:40:59,556 - mmaction - INFO - Epoch [73][560/1997] lr: 7.500e-04, eta: 16:11:04, time: 1.073, data_time: 0.033, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8849, loss_cls: 1.2032, loss: 1.2032, grad_norm: 6.3689 2020-10-03 00:41:19,891 - mmaction - INFO - Epoch [73][580/1997] lr: 7.500e-04, eta: 16:10:43, time: 1.017, data_time: 0.025, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8833, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.4225 2020-10-03 00:41:41,307 - mmaction - INFO - Epoch [73][600/1997] lr: 7.500e-04, eta: 16:10:22, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8852, loss_cls: 1.1907, loss: 1.1907, grad_norm: 6.3730 2020-10-03 00:42:03,323 - mmaction - INFO - Epoch [73][620/1997] lr: 7.500e-04, eta: 16:10:01, time: 1.100, data_time: 0.001, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8938, loss_cls: 1.1592, loss: 1.1592, grad_norm: 6.2921 2020-10-03 00:42:23,293 - mmaction - INFO - Epoch [73][640/1997] lr: 7.500e-04, eta: 16:09:40, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8812, loss_cls: 1.2247, loss: 1.2247, grad_norm: 6.3273 2020-10-03 00:42:45,116 - mmaction - INFO - Epoch [73][660/1997] lr: 7.500e-04, eta: 16:09:19, time: 1.090, data_time: 0.001, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8812, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.3104 2020-10-03 00:43:05,460 - mmaction - INFO - Epoch [73][680/1997] lr: 7.500e-04, eta: 16:08:58, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8779, loss_cls: 1.2426, loss: 1.2426, grad_norm: 6.5021 2020-10-03 00:43:26,888 - mmaction - INFO - Epoch [73][700/1997] lr: 7.500e-04, eta: 16:08:37, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8823, loss_cls: 1.2172, loss: 1.2172, grad_norm: 6.3734 2020-10-03 00:43:48,098 - mmaction - INFO - Epoch [73][720/1997] lr: 7.500e-04, eta: 16:08:16, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1860, loss: 1.1860, grad_norm: 6.3560 2020-10-03 00:44:07,814 - mmaction - INFO - Epoch [73][740/1997] lr: 7.500e-04, eta: 16:07:54, time: 0.985, data_time: 0.001, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8753, loss_cls: 1.2113, loss: 1.2113, grad_norm: 6.2036 2020-10-03 00:44:29,552 - mmaction - INFO - Epoch [73][760/1997] lr: 7.500e-04, eta: 16:07:33, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8794, loss_cls: 1.2011, loss: 1.2011, grad_norm: 6.2709 2020-10-03 00:44:50,449 - mmaction - INFO - Epoch [73][780/1997] lr: 7.500e-04, eta: 16:07:12, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8781, loss_cls: 1.2150, loss: 1.2150, grad_norm: 6.3950 2020-10-03 00:45:11,551 - mmaction - INFO - Epoch [73][800/1997] lr: 7.500e-04, eta: 16:06:51, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.3991 2020-10-03 00:45:32,384 - mmaction - INFO - Epoch [73][820/1997] lr: 7.500e-04, eta: 16:06:30, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8849, loss_cls: 1.1841, loss: 1.1841, grad_norm: 6.4426 2020-10-03 00:45:53,649 - mmaction - INFO - Epoch [73][840/1997] lr: 7.500e-04, eta: 16:06:09, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8766, loss_cls: 1.2114, loss: 1.2114, grad_norm: 6.2979 2020-10-03 00:46:14,219 - mmaction - INFO - Epoch [73][860/1997] lr: 7.500e-04, eta: 16:05:48, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8833, loss_cls: 1.2111, loss: 1.2111, grad_norm: 6.3473 2020-10-03 00:46:36,770 - mmaction - INFO - Epoch [73][880/1997] lr: 7.500e-04, eta: 16:05:27, time: 1.128, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8724, loss_cls: 1.2744, loss: 1.2744, grad_norm: 6.5345 2020-10-03 00:46:56,813 - mmaction - INFO - Epoch [73][900/1997] lr: 7.500e-04, eta: 16:05:06, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1509, loss: 1.1509, grad_norm: 6.1796 2020-10-03 00:47:18,208 - mmaction - INFO - Epoch [73][920/1997] lr: 7.500e-04, eta: 16:04:45, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8831, loss_cls: 1.2110, loss: 1.2110, grad_norm: 6.4201 2020-10-03 00:47:38,966 - mmaction - INFO - Epoch [73][940/1997] lr: 7.500e-04, eta: 16:04:24, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8760, loss_cls: 1.2418, loss: 1.2418, grad_norm: 6.4199 2020-10-03 00:48:00,024 - mmaction - INFO - Epoch [73][960/1997] lr: 7.500e-04, eta: 16:04:03, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8714, loss_cls: 1.2690, loss: 1.2690, grad_norm: 6.5154 2020-10-03 00:48:22,597 - mmaction - INFO - Epoch [73][980/1997] lr: 7.500e-04, eta: 16:03:42, time: 1.129, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8818, loss_cls: 1.2427, loss: 1.2427, grad_norm: 6.5253 2020-10-03 00:48:42,643 - mmaction - INFO - Epoch [73][1000/1997] lr: 7.500e-04, eta: 16:03:21, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8870, loss_cls: 1.2161, loss: 1.2161, grad_norm: 6.4989 2020-10-03 00:49:04,130 - mmaction - INFO - Epoch [73][1020/1997] lr: 7.500e-04, eta: 16:03:00, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8805, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.4154 2020-10-03 00:49:25,267 - mmaction - INFO - Epoch [73][1040/1997] lr: 7.500e-04, eta: 16:02:39, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8729, loss_cls: 1.2491, loss: 1.2491, grad_norm: 6.4616 2020-10-03 00:49:46,252 - mmaction - INFO - Epoch [73][1060/1997] lr: 7.500e-04, eta: 16:02:18, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8773, loss_cls: 1.2539, loss: 1.2539, grad_norm: 6.5614 2020-10-03 00:50:07,715 - mmaction - INFO - Epoch [73][1080/1997] lr: 7.500e-04, eta: 16:01:57, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8826, loss_cls: 1.2399, loss: 1.2399, grad_norm: 6.3023 2020-10-03 00:50:28,203 - mmaction - INFO - Epoch [73][1100/1997] lr: 7.500e-04, eta: 16:01:36, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2656, loss: 1.2656, grad_norm: 6.5148 2020-10-03 00:50:47,896 - mmaction - INFO - Epoch [73][1120/1997] lr: 7.500e-04, eta: 16:01:14, time: 0.985, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8745, loss_cls: 1.2775, loss: 1.2775, grad_norm: 6.6667 2020-10-03 00:51:09,240 - mmaction - INFO - Epoch [73][1140/1997] lr: 7.500e-04, eta: 16:00:53, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8799, loss_cls: 1.2383, loss: 1.2383, grad_norm: 6.3858 2020-10-03 00:51:29,883 - mmaction - INFO - Epoch [73][1160/1997] lr: 7.500e-04, eta: 16:00:32, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8846, loss_cls: 1.2155, loss: 1.2155, grad_norm: 6.3671 2020-10-03 00:51:51,720 - mmaction - INFO - Epoch [73][1180/1997] lr: 7.500e-04, eta: 16:00:11, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8794, loss_cls: 1.2307, loss: 1.2307, grad_norm: 6.4166 2020-10-03 00:52:11,673 - mmaction - INFO - Epoch [73][1200/1997] lr: 7.500e-04, eta: 15:59:50, time: 0.998, data_time: 0.003, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2436, loss: 1.2436, grad_norm: 6.5757 2020-10-03 00:52:32,991 - mmaction - INFO - Epoch [73][1220/1997] lr: 7.500e-04, eta: 15:59:29, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8833, loss_cls: 1.2139, loss: 1.2139, grad_norm: 6.3445 2020-10-03 00:52:54,046 - mmaction - INFO - Epoch [73][1240/1997] lr: 7.500e-04, eta: 15:59:08, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8885, loss_cls: 1.1716, loss: 1.1716, grad_norm: 6.3575 2020-10-03 00:53:14,017 - mmaction - INFO - Epoch [73][1260/1997] lr: 7.500e-04, eta: 15:58:46, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8760, loss_cls: 1.2378, loss: 1.2378, grad_norm: 6.4296 2020-10-03 00:53:36,113 - mmaction - INFO - Epoch [73][1280/1997] lr: 7.500e-04, eta: 15:58:26, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8768, loss_cls: 1.2311, loss: 1.2311, grad_norm: 6.3684 2020-10-03 00:53:57,851 - mmaction - INFO - Epoch [73][1300/1997] lr: 7.500e-04, eta: 15:58:05, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8727, loss_cls: 1.2506, loss: 1.2506, grad_norm: 6.4188 2020-10-03 00:54:17,517 - mmaction - INFO - Epoch [73][1320/1997] lr: 7.500e-04, eta: 15:57:43, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.6846, top5_acc: 0.8695, loss_cls: 1.2598, loss: 1.2598, grad_norm: 6.5856 2020-10-03 00:54:38,700 - mmaction - INFO - Epoch [73][1340/1997] lr: 7.500e-04, eta: 15:57:22, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8721, loss_cls: 1.2843, loss: 1.2843, grad_norm: 6.5442 2020-10-03 00:54:58,541 - mmaction - INFO - Epoch [73][1360/1997] lr: 7.500e-04, eta: 15:57:01, time: 0.993, data_time: 0.001, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8755, loss_cls: 1.2505, loss: 1.2505, grad_norm: 6.4889 2020-10-03 00:55:19,805 - mmaction - INFO - Epoch [73][1380/1997] lr: 7.500e-04, eta: 15:56:40, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8823, loss_cls: 1.1965, loss: 1.1965, grad_norm: 6.3688 2020-10-03 00:55:41,993 - mmaction - INFO - Epoch [73][1400/1997] lr: 7.500e-04, eta: 15:56:19, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8753, loss_cls: 1.2536, loss: 1.2536, grad_norm: 6.5276 2020-10-03 00:56:01,255 - mmaction - INFO - Epoch [73][1420/1997] lr: 7.500e-04, eta: 15:55:58, time: 0.961, data_time: 0.001, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8781, loss_cls: 1.2292, loss: 1.2292, grad_norm: 6.4763 2020-10-03 00:56:23,300 - mmaction - INFO - Epoch [73][1440/1997] lr: 7.500e-04, eta: 15:55:37, time: 1.103, data_time: 0.003, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8799, loss_cls: 1.2248, loss: 1.2248, grad_norm: 6.3913 2020-10-03 00:56:43,716 - mmaction - INFO - Epoch [73][1460/1997] lr: 7.500e-04, eta: 15:55:16, time: 1.022, data_time: 0.003, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8794, loss_cls: 1.2418, loss: 1.2418, grad_norm: 6.5527 2020-10-03 00:57:05,560 - mmaction - INFO - Epoch [73][1480/1997] lr: 7.500e-04, eta: 15:54:55, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8750, loss_cls: 1.2398, loss: 1.2398, grad_norm: 6.4981 2020-10-03 00:57:26,272 - mmaction - INFO - Epoch [73][1500/1997] lr: 7.500e-04, eta: 15:54:34, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8823, loss_cls: 1.2325, loss: 1.2325, grad_norm: 6.3584 2020-10-03 00:57:47,309 - mmaction - INFO - Epoch [73][1520/1997] lr: 7.500e-04, eta: 15:54:13, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8859, loss_cls: 1.2124, loss: 1.2124, grad_norm: 6.4258 2020-10-03 00:58:08,906 - mmaction - INFO - Epoch [73][1540/1997] lr: 7.500e-04, eta: 15:53:52, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8773, loss_cls: 1.2207, loss: 1.2207, grad_norm: 6.4653 2020-10-03 00:58:28,697 - mmaction - INFO - Epoch [73][1560/1997] lr: 7.500e-04, eta: 15:53:30, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8745, loss_cls: 1.2472, loss: 1.2472, grad_norm: 6.6315 2020-10-03 00:58:50,335 - mmaction - INFO - Epoch [73][1580/1997] lr: 7.500e-04, eta: 15:53:09, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8729, loss_cls: 1.2496, loss: 1.2496, grad_norm: 6.3581 2020-10-03 00:59:12,614 - mmaction - INFO - Epoch [73][1600/1997] lr: 7.500e-04, eta: 15:52:49, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8773, loss_cls: 1.2286, loss: 1.2286, grad_norm: 6.4656 2020-10-03 00:59:32,285 - mmaction - INFO - Epoch [73][1620/1997] lr: 7.500e-04, eta: 15:52:27, time: 0.984, data_time: 0.002, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8776, loss_cls: 1.2255, loss: 1.2255, grad_norm: 6.3881 2020-10-03 00:59:53,135 - mmaction - INFO - Epoch [73][1640/1997] lr: 7.500e-04, eta: 15:52:06, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8849, loss_cls: 1.1899, loss: 1.1899, grad_norm: 6.4123 2020-10-03 01:00:15,058 - mmaction - INFO - Epoch [73][1660/1997] lr: 7.500e-04, eta: 15:51:45, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8802, loss_cls: 1.2228, loss: 1.2228, grad_norm: 6.4324 2020-10-03 01:00:35,231 - mmaction - INFO - Epoch [73][1680/1997] lr: 7.500e-04, eta: 15:51:24, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8776, loss_cls: 1.2318, loss: 1.2318, grad_norm: 6.3817 2020-10-03 01:00:57,152 - mmaction - INFO - Epoch [73][1700/1997] lr: 7.500e-04, eta: 15:51:03, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8789, loss_cls: 1.2377, loss: 1.2377, grad_norm: 6.3271 2020-10-03 01:01:18,037 - mmaction - INFO - Epoch [73][1720/1997] lr: 7.500e-04, eta: 15:50:42, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8771, loss_cls: 1.2470, loss: 1.2470, grad_norm: 6.5268 2020-10-03 01:01:38,906 - mmaction - INFO - Epoch [73][1740/1997] lr: 7.500e-04, eta: 15:50:21, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8904, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.4117 2020-10-03 01:02:00,264 - mmaction - INFO - Epoch [73][1760/1997] lr: 7.500e-04, eta: 15:50:00, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8755, loss_cls: 1.2617, loss: 1.2617, grad_norm: 6.3953 2020-10-03 01:02:21,466 - mmaction - INFO - Epoch [73][1780/1997] lr: 7.500e-04, eta: 15:49:39, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8750, loss_cls: 1.2406, loss: 1.2406, grad_norm: 6.4434 2020-10-03 01:02:41,726 - mmaction - INFO - Epoch [73][1800/1997] lr: 7.500e-04, eta: 15:49:18, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8760, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.5230 2020-10-03 01:03:02,709 - mmaction - INFO - Epoch [73][1820/1997] lr: 7.500e-04, eta: 15:48:57, time: 1.049, data_time: 0.024, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8810, loss_cls: 1.2397, loss: 1.2397, grad_norm: 6.4998 2020-10-03 01:03:23,380 - mmaction - INFO - Epoch [73][1840/1997] lr: 7.500e-04, eta: 15:48:36, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8784, loss_cls: 1.1987, loss: 1.1987, grad_norm: 6.1059 2020-10-03 01:03:44,735 - mmaction - INFO - Epoch [73][1860/1997] lr: 7.500e-04, eta: 15:48:15, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8740, loss_cls: 1.2673, loss: 1.2673, grad_norm: 6.5115 2020-10-03 01:04:05,889 - mmaction - INFO - Epoch [73][1880/1997] lr: 7.500e-04, eta: 15:47:54, time: 1.058, data_time: 0.005, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8776, loss_cls: 1.2688, loss: 1.2688, grad_norm: 6.4318 2020-10-03 01:04:28,230 - mmaction - INFO - Epoch [73][1900/1997] lr: 7.500e-04, eta: 15:47:33, time: 1.118, data_time: 0.002, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8734, loss_cls: 1.2772, loss: 1.2772, grad_norm: 6.4061 2020-10-03 01:04:47,381 - mmaction - INFO - Epoch [73][1920/1997] lr: 7.500e-04, eta: 15:47:11, time: 0.957, data_time: 0.001, memory: 8350, top1_acc: 0.6870, top5_acc: 0.8693, loss_cls: 1.2806, loss: 1.2806, grad_norm: 6.5835 2020-10-03 01:05:09,268 - mmaction - INFO - Epoch [73][1940/1997] lr: 7.500e-04, eta: 15:46:50, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8898, loss_cls: 1.1905, loss: 1.1905, grad_norm: 6.4305 2020-10-03 01:05:30,998 - mmaction - INFO - Epoch [73][1960/1997] lr: 7.500e-04, eta: 15:46:30, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.6857, top5_acc: 0.8674, loss_cls: 1.2967, loss: 1.2967, grad_norm: 6.4039 2020-10-03 01:05:51,224 - mmaction - INFO - Epoch [73][1980/1997] lr: 7.500e-04, eta: 15:46:08, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8724, loss_cls: 1.2456, loss: 1.2456, grad_norm: 6.3356 2020-10-03 01:06:10,452 - mmaction - INFO - Saving checkpoint at 73 epochs 2020-10-03 01:06:58,154 - mmaction - INFO - Epoch [74][20/1997] lr: 7.500e-04, eta: 15:45:32, time: 2.338, data_time: 1.708, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8802, loss_cls: 1.2169, loss: 1.2169, grad_norm: 6.4467 2020-10-03 01:07:19,000 - mmaction - INFO - Epoch [74][40/1997] lr: 7.500e-04, eta: 15:45:11, time: 1.043, data_time: 0.244, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8820, loss_cls: 1.2051, loss: 1.2051, grad_norm: 6.2764 2020-10-03 01:07:39,954 - mmaction - INFO - Epoch [74][60/1997] lr: 7.500e-04, eta: 15:44:50, time: 1.048, data_time: 0.241, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8810, loss_cls: 1.2343, loss: 1.2343, grad_norm: 6.4194 2020-10-03 01:08:00,341 - mmaction - INFO - Epoch [74][80/1997] lr: 7.500e-04, eta: 15:44:29, time: 1.020, data_time: 0.169, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8826, loss_cls: 1.2282, loss: 1.2282, grad_norm: 6.5507 2020-10-03 01:08:22,009 - mmaction - INFO - Epoch [74][100/1997] lr: 7.500e-04, eta: 15:44:08, time: 1.083, data_time: 0.144, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8797, loss_cls: 1.2294, loss: 1.2294, grad_norm: 6.4340 2020-10-03 01:08:42,784 - mmaction - INFO - Epoch [74][120/1997] lr: 7.500e-04, eta: 15:43:47, time: 1.039, data_time: 0.082, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8768, loss_cls: 1.2313, loss: 1.2313, grad_norm: 6.4021 2020-10-03 01:09:04,037 - mmaction - INFO - Epoch [74][140/1997] lr: 7.500e-04, eta: 15:43:26, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8711, loss_cls: 1.2624, loss: 1.2624, grad_norm: 6.3637 2020-10-03 01:09:24,585 - mmaction - INFO - Epoch [74][160/1997] lr: 7.500e-04, eta: 15:43:05, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8799, loss_cls: 1.1937, loss: 1.1937, grad_norm: 6.3519 2020-10-03 01:09:44,217 - mmaction - INFO - Epoch [74][180/1997] lr: 7.500e-04, eta: 15:42:43, time: 0.981, data_time: 0.001, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8836, loss_cls: 1.2124, loss: 1.2124, grad_norm: 6.4502 2020-10-03 01:10:05,884 - mmaction - INFO - Epoch [74][200/1997] lr: 7.500e-04, eta: 15:42:22, time: 1.084, data_time: 0.056, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8883, loss_cls: 1.1853, loss: 1.1853, grad_norm: 6.3210 2020-10-03 01:10:26,400 - mmaction - INFO - Epoch [74][220/1997] lr: 7.500e-04, eta: 15:42:01, time: 1.025, data_time: 0.017, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2431, loss: 1.2431, grad_norm: 6.4198 2020-10-03 01:10:47,545 - mmaction - INFO - Epoch [74][240/1997] lr: 7.500e-04, eta: 15:41:40, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8745, loss_cls: 1.2474, loss: 1.2474, grad_norm: 6.4621 2020-10-03 01:11:09,172 - mmaction - INFO - Epoch [74][260/1997] lr: 7.500e-04, eta: 15:41:19, time: 1.082, data_time: 0.010, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8797, loss_cls: 1.2177, loss: 1.2177, grad_norm: 6.3781 2020-10-03 01:11:29,244 - mmaction - INFO - Epoch [74][280/1997] lr: 7.500e-04, eta: 15:40:58, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8849, loss_cls: 1.1940, loss: 1.1940, grad_norm: 6.3538 2020-10-03 01:11:49,872 - mmaction - INFO - Epoch [74][300/1997] lr: 7.500e-04, eta: 15:40:36, time: 1.031, data_time: 0.070, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8740, loss_cls: 1.2698, loss: 1.2698, grad_norm: 6.4404 2020-10-03 01:12:11,476 - mmaction - INFO - Epoch [74][320/1997] lr: 7.500e-04, eta: 15:40:16, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8826, loss_cls: 1.1897, loss: 1.1897, grad_norm: 6.3251 2020-10-03 01:12:31,978 - mmaction - INFO - Epoch [74][340/1997] lr: 7.500e-04, eta: 15:39:54, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8815, loss_cls: 1.2099, loss: 1.2099, grad_norm: 6.4045 2020-10-03 01:12:53,500 - mmaction - INFO - Epoch [74][360/1997] lr: 7.500e-04, eta: 15:39:33, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8839, loss_cls: 1.2092, loss: 1.2092, grad_norm: 6.3272 2020-10-03 01:13:14,164 - mmaction - INFO - Epoch [74][380/1997] lr: 7.500e-04, eta: 15:39:12, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8815, loss_cls: 1.1931, loss: 1.1931, grad_norm: 6.2438 2020-10-03 01:13:34,962 - mmaction - INFO - Epoch [74][400/1997] lr: 7.500e-04, eta: 15:38:51, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8758, loss_cls: 1.2334, loss: 1.2334, grad_norm: 6.4511 2020-10-03 01:13:56,364 - mmaction - INFO - Epoch [74][420/1997] lr: 7.500e-04, eta: 15:38:30, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8724, loss_cls: 1.2426, loss: 1.2426, grad_norm: 6.5048 2020-10-03 01:14:18,033 - mmaction - INFO - Epoch [74][440/1997] lr: 7.500e-04, eta: 15:38:09, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8758, loss_cls: 1.2094, loss: 1.2094, grad_norm: 6.3174 2020-10-03 01:14:38,438 - mmaction - INFO - Epoch [74][460/1997] lr: 7.500e-04, eta: 15:37:48, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8797, loss_cls: 1.2311, loss: 1.2311, grad_norm: 6.4772 2020-10-03 01:15:00,242 - mmaction - INFO - Epoch [74][480/1997] lr: 7.500e-04, eta: 15:37:27, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8807, loss_cls: 1.2075, loss: 1.2075, grad_norm: 6.2944 2020-10-03 01:15:21,770 - mmaction - INFO - Epoch [74][500/1997] lr: 7.500e-04, eta: 15:37:06, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.2100, loss: 1.2100, grad_norm: 6.2572 2020-10-03 01:15:41,401 - mmaction - INFO - Epoch [74][520/1997] lr: 7.500e-04, eta: 15:36:45, time: 0.981, data_time: 0.001, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8872, loss_cls: 1.1867, loss: 1.1867, grad_norm: 6.3918 2020-10-03 01:16:03,014 - mmaction - INFO - Epoch [74][540/1997] lr: 7.500e-04, eta: 15:36:24, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8732, loss_cls: 1.2756, loss: 1.2756, grad_norm: 6.4906 2020-10-03 01:16:23,038 - mmaction - INFO - Epoch [74][560/1997] lr: 7.500e-04, eta: 15:36:03, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8846, loss_cls: 1.1913, loss: 1.1913, grad_norm: 6.3826 2020-10-03 01:16:44,954 - mmaction - INFO - Epoch [74][580/1997] lr: 7.500e-04, eta: 15:35:42, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8766, loss_cls: 1.2574, loss: 1.2574, grad_norm: 6.5295 2020-10-03 01:17:06,351 - mmaction - INFO - Epoch [74][600/1997] lr: 7.500e-04, eta: 15:35:21, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2373, loss: 1.2373, grad_norm: 6.3457 2020-10-03 01:17:26,011 - mmaction - INFO - Epoch [74][620/1997] lr: 7.500e-04, eta: 15:34:59, time: 0.984, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8693, loss_cls: 1.2492, loss: 1.2492, grad_norm: 6.4810 2020-10-03 01:17:48,622 - mmaction - INFO - Epoch [74][640/1997] lr: 7.500e-04, eta: 15:34:39, time: 1.130, data_time: 0.001, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8841, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.5173 2020-10-03 01:18:09,488 - mmaction - INFO - Epoch [74][660/1997] lr: 7.500e-04, eta: 15:34:18, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8823, loss_cls: 1.2000, loss: 1.2000, grad_norm: 6.3640 2020-10-03 01:18:29,963 - mmaction - INFO - Epoch [74][680/1997] lr: 7.500e-04, eta: 15:33:57, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8716, loss_cls: 1.2499, loss: 1.2499, grad_norm: 6.5163 2020-10-03 01:18:50,426 - mmaction - INFO - Epoch [74][700/1997] lr: 7.500e-04, eta: 15:33:35, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8755, loss_cls: 1.2317, loss: 1.2317, grad_norm: 6.3404 2020-10-03 01:19:12,264 - mmaction - INFO - Epoch [74][720/1997] lr: 7.500e-04, eta: 15:33:14, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8823, loss_cls: 1.2270, loss: 1.2270, grad_norm: 6.3923 2020-10-03 01:19:32,937 - mmaction - INFO - Epoch [74][740/1997] lr: 7.500e-04, eta: 15:32:53, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8841, loss_cls: 1.1966, loss: 1.1966, grad_norm: 6.3476 2020-10-03 01:19:53,758 - mmaction - INFO - Epoch [74][760/1997] lr: 7.500e-04, eta: 15:32:32, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.2153, loss: 1.2153, grad_norm: 6.4278 2020-10-03 01:20:15,281 - mmaction - INFO - Epoch [74][780/1997] lr: 7.500e-04, eta: 15:32:11, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8812, loss_cls: 1.1958, loss: 1.1958, grad_norm: 6.3831 2020-10-03 01:20:35,203 - mmaction - INFO - Epoch [74][800/1997] lr: 7.500e-04, eta: 15:31:50, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8870, loss_cls: 1.1840, loss: 1.1840, grad_norm: 6.3625 2020-10-03 01:20:56,545 - mmaction - INFO - Epoch [74][820/1997] lr: 7.500e-04, eta: 15:31:29, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8763, loss_cls: 1.2487, loss: 1.2487, grad_norm: 6.6328 2020-10-03 01:21:17,221 - mmaction - INFO - Epoch [74][840/1997] lr: 7.500e-04, eta: 15:31:08, time: 1.034, data_time: 0.032, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8833, loss_cls: 1.1917, loss: 1.1917, grad_norm: 6.3776 2020-10-03 01:21:38,324 - mmaction - INFO - Epoch [74][860/1997] lr: 7.500e-04, eta: 15:30:47, time: 1.055, data_time: 0.083, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8719, loss_cls: 1.2606, loss: 1.2606, grad_norm: 6.4018 2020-10-03 01:21:59,325 - mmaction - INFO - Epoch [74][880/1997] lr: 7.500e-04, eta: 15:30:26, time: 1.050, data_time: 0.069, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8849, loss_cls: 1.2080, loss: 1.2080, grad_norm: 6.3937 2020-10-03 01:22:19,988 - mmaction - INFO - Epoch [74][900/1997] lr: 7.500e-04, eta: 15:30:04, time: 1.033, data_time: 0.003, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8818, loss_cls: 1.2248, loss: 1.2248, grad_norm: 6.4031 2020-10-03 01:22:41,072 - mmaction - INFO - Epoch [74][920/1997] lr: 7.500e-04, eta: 15:29:43, time: 1.054, data_time: 0.046, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8823, loss_cls: 1.2139, loss: 1.2139, grad_norm: 6.4274 2020-10-03 01:23:03,337 - mmaction - INFO - Epoch [74][940/1997] lr: 7.500e-04, eta: 15:29:23, time: 1.113, data_time: 0.388, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8880, loss_cls: 1.1819, loss: 1.1819, grad_norm: 6.4242 2020-10-03 01:23:22,760 - mmaction - INFO - Epoch [74][960/1997] lr: 7.500e-04, eta: 15:29:01, time: 0.971, data_time: 0.325, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8857, loss_cls: 1.1738, loss: 1.1738, grad_norm: 6.2705 2020-10-03 01:23:45,542 - mmaction - INFO - Epoch [74][980/1997] lr: 7.500e-04, eta: 15:28:41, time: 1.139, data_time: 0.131, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8878, loss_cls: 1.2132, loss: 1.2132, grad_norm: 6.4155 2020-10-03 01:24:05,952 - mmaction - INFO - Epoch [74][1000/1997] lr: 7.500e-04, eta: 15:28:19, time: 1.020, data_time: 0.146, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8708, loss_cls: 1.2507, loss: 1.2507, grad_norm: 6.4338 2020-10-03 01:24:26,624 - mmaction - INFO - Epoch [74][1020/1997] lr: 7.500e-04, eta: 15:27:58, time: 1.034, data_time: 0.003, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8779, loss_cls: 1.2446, loss: 1.2446, grad_norm: 6.4625 2020-10-03 01:24:47,189 - mmaction - INFO - Epoch [74][1040/1997] lr: 7.500e-04, eta: 15:27:37, time: 1.029, data_time: 0.012, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8852, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.3299 2020-10-03 01:25:08,862 - mmaction - INFO - Epoch [74][1060/1997] lr: 7.500e-04, eta: 15:27:16, time: 1.083, data_time: 0.028, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8745, loss_cls: 1.2515, loss: 1.2515, grad_norm: 6.4303 2020-10-03 01:25:29,068 - mmaction - INFO - Epoch [74][1080/1997] lr: 7.500e-04, eta: 15:26:55, time: 1.012, data_time: 0.003, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8750, loss_cls: 1.2517, loss: 1.2517, grad_norm: 6.4521 2020-10-03 01:25:52,054 - mmaction - INFO - Epoch [74][1100/1997] lr: 7.500e-04, eta: 15:26:34, time: 1.148, data_time: 0.001, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8802, loss_cls: 1.2206, loss: 1.2206, grad_norm: 6.3241 2020-10-03 01:26:12,339 - mmaction - INFO - Epoch [74][1120/1997] lr: 7.500e-04, eta: 15:26:13, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8878, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.5220 2020-10-03 01:26:32,602 - mmaction - INFO - Epoch [74][1140/1997] lr: 7.500e-04, eta: 15:25:52, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8779, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.4462 2020-10-03 01:26:53,331 - mmaction - INFO - Epoch [74][1160/1997] lr: 7.500e-04, eta: 15:25:31, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8706, loss_cls: 1.2522, loss: 1.2522, grad_norm: 6.3506 2020-10-03 01:27:14,539 - mmaction - INFO - Epoch [74][1180/1997] lr: 7.500e-04, eta: 15:25:10, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8732, loss_cls: 1.2513, loss: 1.2513, grad_norm: 6.5341 2020-10-03 01:27:36,814 - mmaction - INFO - Epoch [74][1200/1997] lr: 7.500e-04, eta: 15:24:49, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8737, loss_cls: 1.2780, loss: 1.2780, grad_norm: 6.5553 2020-10-03 01:27:56,788 - mmaction - INFO - Epoch [74][1220/1997] lr: 7.500e-04, eta: 15:24:28, time: 0.998, data_time: 0.001, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8828, loss_cls: 1.2032, loss: 1.2032, grad_norm: 6.5771 2020-10-03 01:28:18,215 - mmaction - INFO - Epoch [74][1240/1997] lr: 7.500e-04, eta: 15:24:07, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8776, loss_cls: 1.2338, loss: 1.2338, grad_norm: 6.4622 2020-10-03 01:28:39,085 - mmaction - INFO - Epoch [74][1260/1997] lr: 7.500e-04, eta: 15:23:46, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8839, loss_cls: 1.2169, loss: 1.2169, grad_norm: 6.4932 2020-10-03 01:29:00,247 - mmaction - INFO - Epoch [74][1280/1997] lr: 7.500e-04, eta: 15:23:25, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2848, loss: 1.2848, grad_norm: 6.6022 2020-10-03 01:29:20,926 - mmaction - INFO - Epoch [74][1300/1997] lr: 7.500e-04, eta: 15:23:03, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1980, loss: 1.1980, grad_norm: 6.4734 2020-10-03 01:29:41,637 - mmaction - INFO - Epoch [74][1320/1997] lr: 7.500e-04, eta: 15:22:42, time: 1.035, data_time: 0.042, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8781, loss_cls: 1.2433, loss: 1.2433, grad_norm: 6.5747 2020-10-03 01:30:03,014 - mmaction - INFO - Epoch [74][1340/1997] lr: 7.500e-04, eta: 15:22:21, time: 1.068, data_time: 0.073, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8753, loss_cls: 1.2620, loss: 1.2620, grad_norm: 6.6591 2020-10-03 01:30:24,121 - mmaction - INFO - Epoch [74][1360/1997] lr: 7.500e-04, eta: 15:22:00, time: 1.056, data_time: 0.003, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8836, loss_cls: 1.2237, loss: 1.2237, grad_norm: 6.3949 2020-10-03 01:30:44,593 - mmaction - INFO - Epoch [74][1380/1997] lr: 7.500e-04, eta: 15:21:39, time: 1.024, data_time: 0.016, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8799, loss_cls: 1.2320, loss: 1.2320, grad_norm: 6.5079 2020-10-03 01:31:05,573 - mmaction - INFO - Epoch [74][1400/1997] lr: 7.500e-04, eta: 15:21:18, time: 1.047, data_time: 0.206, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8779, loss_cls: 1.2475, loss: 1.2475, grad_norm: 6.5688 2020-10-03 01:31:26,714 - mmaction - INFO - Epoch [74][1420/1997] lr: 7.500e-04, eta: 15:20:57, time: 1.059, data_time: 0.038, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8839, loss_cls: 1.2067, loss: 1.2067, grad_norm: 6.4308 2020-10-03 01:31:46,998 - mmaction - INFO - Epoch [74][1440/1997] lr: 7.500e-04, eta: 15:20:36, time: 1.014, data_time: 0.144, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8833, loss_cls: 1.2062, loss: 1.2062, grad_norm: 6.4844 2020-10-03 01:32:08,499 - mmaction - INFO - Epoch [74][1460/1997] lr: 7.500e-04, eta: 15:20:15, time: 1.074, data_time: 0.158, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8799, loss_cls: 1.2504, loss: 1.2504, grad_norm: 6.5135 2020-10-03 01:32:28,681 - mmaction - INFO - Epoch [74][1480/1997] lr: 7.500e-04, eta: 15:19:53, time: 1.010, data_time: 0.088, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.3592 2020-10-03 01:32:49,898 - mmaction - INFO - Epoch [74][1500/1997] lr: 7.500e-04, eta: 15:19:32, time: 1.061, data_time: 0.083, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8776, loss_cls: 1.2431, loss: 1.2431, grad_norm: 6.6298 2020-10-03 01:33:10,613 - mmaction - INFO - Epoch [74][1520/1997] lr: 7.500e-04, eta: 15:19:11, time: 1.035, data_time: 0.164, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8687, loss_cls: 1.2551, loss: 1.2551, grad_norm: 6.5086 2020-10-03 01:33:30,809 - mmaction - INFO - Epoch [74][1540/1997] lr: 7.500e-04, eta: 15:18:50, time: 1.010, data_time: 0.104, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8828, loss_cls: 1.2535, loss: 1.2535, grad_norm: 6.5582 2020-10-03 01:33:53,011 - mmaction - INFO - Epoch [74][1560/1997] lr: 7.500e-04, eta: 15:18:29, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8716, loss_cls: 1.2533, loss: 1.2533, grad_norm: 6.5312 2020-10-03 01:34:13,977 - mmaction - INFO - Epoch [74][1580/1997] lr: 7.500e-04, eta: 15:18:08, time: 1.049, data_time: 0.022, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8826, loss_cls: 1.1938, loss: 1.1938, grad_norm: 6.4099 2020-10-03 01:34:34,028 - mmaction - INFO - Epoch [74][1600/1997] lr: 7.500e-04, eta: 15:17:47, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8844, loss_cls: 1.2039, loss: 1.2039, grad_norm: 6.5610 2020-10-03 01:34:55,256 - mmaction - INFO - Epoch [74][1620/1997] lr: 7.500e-04, eta: 15:17:26, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8797, loss_cls: 1.2546, loss: 1.2546, grad_norm: 6.6567 2020-10-03 01:35:16,382 - mmaction - INFO - Epoch [74][1640/1997] lr: 7.500e-04, eta: 15:17:05, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8773, loss_cls: 1.2251, loss: 1.2251, grad_norm: 6.4036 2020-10-03 01:35:36,463 - mmaction - INFO - Epoch [74][1660/1997] lr: 7.500e-04, eta: 15:16:43, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8815, loss_cls: 1.1783, loss: 1.1783, grad_norm: 6.3088 2020-10-03 01:35:57,155 - mmaction - INFO - Epoch [74][1680/1997] lr: 7.500e-04, eta: 15:16:22, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8724, loss_cls: 1.2209, loss: 1.2209, grad_norm: 6.3511 2020-10-03 01:36:17,348 - mmaction - INFO - Epoch [74][1700/1997] lr: 7.500e-04, eta: 15:16:01, time: 1.010, data_time: 0.058, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8760, loss_cls: 1.2325, loss: 1.2325, grad_norm: 6.4825 2020-10-03 01:36:39,496 - mmaction - INFO - Epoch [74][1720/1997] lr: 7.500e-04, eta: 15:15:40, time: 1.107, data_time: 0.027, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8763, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.5473 2020-10-03 01:37:01,202 - mmaction - INFO - Epoch [74][1740/1997] lr: 7.500e-04, eta: 15:15:19, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8776, loss_cls: 1.2638, loss: 1.2638, grad_norm: 6.4751 2020-10-03 01:37:20,969 - mmaction - INFO - Epoch [74][1760/1997] lr: 7.500e-04, eta: 15:14:58, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8755, loss_cls: 1.2410, loss: 1.2410, grad_norm: 6.6000 2020-10-03 01:37:42,500 - mmaction - INFO - Epoch [74][1780/1997] lr: 7.500e-04, eta: 15:14:37, time: 1.077, data_time: 0.003, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2584, loss: 1.2584, grad_norm: 6.4184 2020-10-03 01:38:04,111 - mmaction - INFO - Epoch [74][1800/1997] lr: 7.500e-04, eta: 15:14:16, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8802, loss_cls: 1.2521, loss: 1.2521, grad_norm: 6.5750 2020-10-03 01:38:24,279 - mmaction - INFO - Epoch [74][1820/1997] lr: 7.500e-04, eta: 15:13:55, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8706, loss_cls: 1.2606, loss: 1.2606, grad_norm: 6.5537 2020-10-03 01:38:45,739 - mmaction - INFO - Epoch [74][1840/1997] lr: 7.500e-04, eta: 15:13:34, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8768, loss_cls: 1.2514, loss: 1.2514, grad_norm: 6.5180 2020-10-03 01:39:06,370 - mmaction - INFO - Epoch [74][1860/1997] lr: 7.500e-04, eta: 15:13:13, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8802, loss_cls: 1.2243, loss: 1.2243, grad_norm: 6.4683 2020-10-03 01:39:27,412 - mmaction - INFO - Epoch [74][1880/1997] lr: 7.500e-04, eta: 15:12:51, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.2011, loss: 1.2011, grad_norm: 6.5025 2020-10-03 01:39:48,535 - mmaction - INFO - Epoch [74][1900/1997] lr: 7.500e-04, eta: 15:12:30, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8865, loss_cls: 1.2128, loss: 1.2128, grad_norm: 6.5139 2020-10-03 01:40:09,609 - mmaction - INFO - Epoch [74][1920/1997] lr: 7.500e-04, eta: 15:12:09, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8823, loss_cls: 1.1998, loss: 1.1998, grad_norm: 6.4125 2020-10-03 01:40:31,558 - mmaction - INFO - Epoch [74][1940/1997] lr: 7.500e-04, eta: 15:11:49, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8826, loss_cls: 1.2172, loss: 1.2172, grad_norm: 6.5499 2020-10-03 01:40:52,150 - mmaction - INFO - Epoch [74][1960/1997] lr: 7.500e-04, eta: 15:11:27, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8880, loss_cls: 1.2138, loss: 1.2138, grad_norm: 6.6543 2020-10-03 01:41:12,658 - mmaction - INFO - Epoch [74][1980/1997] lr: 7.500e-04, eta: 15:11:06, time: 1.028, data_time: 0.004, memory: 8350, top1_acc: 0.6880, top5_acc: 0.8667, loss_cls: 1.2970, loss: 1.2970, grad_norm: 6.6827 2020-10-03 01:41:30,514 - mmaction - INFO - Saving checkpoint at 74 epochs 2020-10-03 01:42:15,687 - mmaction - INFO - Epoch [75][20/1997] lr: 7.500e-04, eta: 15:10:29, time: 2.196, data_time: 1.164, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8867, loss_cls: 1.2119, loss: 1.2119, grad_norm: 6.4160 2020-10-03 01:42:36,731 - mmaction - INFO - Epoch [75][40/1997] lr: 7.500e-04, eta: 15:10:08, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2451, loss: 1.2451, grad_norm: 6.4394 2020-10-03 01:42:57,765 - mmaction - INFO - Epoch [75][60/1997] lr: 7.500e-04, eta: 15:09:47, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8781, loss_cls: 1.2331, loss: 1.2331, grad_norm: 6.4245 2020-10-03 01:43:18,266 - mmaction - INFO - Epoch [75][80/1997] lr: 7.500e-04, eta: 15:09:26, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8839, loss_cls: 1.2196, loss: 1.2196, grad_norm: 6.4036 2020-10-03 01:43:39,555 - mmaction - INFO - Epoch [75][100/1997] lr: 7.500e-04, eta: 15:09:05, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8747, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.5335 2020-10-03 01:44:00,112 - mmaction - INFO - Epoch [75][120/1997] lr: 7.500e-04, eta: 15:08:43, time: 1.028, data_time: 0.027, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8786, loss_cls: 1.2146, loss: 1.2146, grad_norm: 6.3998 2020-10-03 01:44:21,776 - mmaction - INFO - Epoch [75][140/1997] lr: 7.500e-04, eta: 15:08:23, time: 1.083, data_time: 0.399, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8768, loss_cls: 1.2303, loss: 1.2303, grad_norm: 6.4541 2020-10-03 01:44:42,509 - mmaction - INFO - Epoch [75][160/1997] lr: 7.500e-04, eta: 15:08:01, time: 1.038, data_time: 0.144, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8823, loss_cls: 1.2213, loss: 1.2213, grad_norm: 6.5197 2020-10-03 01:45:03,622 - mmaction - INFO - Epoch [75][180/1997] lr: 7.500e-04, eta: 15:07:40, time: 1.055, data_time: 0.013, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8763, loss_cls: 1.2650, loss: 1.2650, grad_norm: 6.5538 2020-10-03 01:45:25,106 - mmaction - INFO - Epoch [75][200/1997] lr: 7.500e-04, eta: 15:07:20, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8768, loss_cls: 1.2690, loss: 1.2690, grad_norm: 6.6169 2020-10-03 01:45:46,891 - mmaction - INFO - Epoch [75][220/1997] lr: 7.500e-04, eta: 15:06:59, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8794, loss_cls: 1.2392, loss: 1.2392, grad_norm: 6.5070 2020-10-03 01:46:06,780 - mmaction - INFO - Epoch [75][240/1997] lr: 7.500e-04, eta: 15:06:37, time: 0.994, data_time: 0.001, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8810, loss_cls: 1.2175, loss: 1.2175, grad_norm: 6.4438 2020-10-03 01:46:28,856 - mmaction - INFO - Epoch [75][260/1997] lr: 7.500e-04, eta: 15:06:17, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.2109, loss: 1.2109, grad_norm: 6.3926 2020-10-03 01:46:50,736 - mmaction - INFO - Epoch [75][280/1997] lr: 7.500e-04, eta: 15:05:56, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8711, loss_cls: 1.2554, loss: 1.2554, grad_norm: 6.4364 2020-10-03 01:47:10,231 - mmaction - INFO - Epoch [75][300/1997] lr: 7.500e-04, eta: 15:05:34, time: 0.973, data_time: 0.001, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8779, loss_cls: 1.2257, loss: 1.2257, grad_norm: 6.4021 2020-10-03 01:47:31,994 - mmaction - INFO - Epoch [75][320/1997] lr: 7.500e-04, eta: 15:05:13, time: 1.090, data_time: 0.207, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.2164, loss: 1.2164, grad_norm: 6.4331 2020-10-03 01:47:53,067 - mmaction - INFO - Epoch [75][340/1997] lr: 7.500e-04, eta: 15:04:52, time: 1.054, data_time: 0.232, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8703, loss_cls: 1.2442, loss: 1.2442, grad_norm: 6.5207 2020-10-03 01:48:14,656 - mmaction - INFO - Epoch [75][360/1997] lr: 7.500e-04, eta: 15:04:32, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8878, loss_cls: 1.2024, loss: 1.2024, grad_norm: 6.3784 2020-10-03 01:48:36,874 - mmaction - INFO - Epoch [75][380/1997] lr: 7.500e-04, eta: 15:04:11, time: 1.110, data_time: 0.009, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8872, loss_cls: 1.1810, loss: 1.1810, grad_norm: 6.4237 2020-10-03 01:48:56,965 - mmaction - INFO - Epoch [75][400/1997] lr: 7.500e-04, eta: 15:03:50, time: 1.004, data_time: 0.001, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8794, loss_cls: 1.2468, loss: 1.2468, grad_norm: 6.4152 2020-10-03 01:49:17,290 - mmaction - INFO - Epoch [75][420/1997] lr: 7.500e-04, eta: 15:03:28, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8802, loss_cls: 1.2190, loss: 1.2190, grad_norm: 6.4684 2020-10-03 01:49:38,341 - mmaction - INFO - Epoch [75][440/1997] lr: 7.500e-04, eta: 15:03:07, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6971, top5_acc: 0.8740, loss_cls: 1.2479, loss: 1.2479, grad_norm: 6.5804 2020-10-03 01:50:00,501 - mmaction - INFO - Epoch [75][460/1997] lr: 7.500e-04, eta: 15:02:46, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8747, loss_cls: 1.2258, loss: 1.2258, grad_norm: 6.4149 2020-10-03 01:50:21,094 - mmaction - INFO - Epoch [75][480/1997] lr: 7.500e-04, eta: 15:02:25, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8698, loss_cls: 1.2775, loss: 1.2775, grad_norm: 6.4898 2020-10-03 01:50:42,134 - mmaction - INFO - Epoch [75][500/1997] lr: 7.500e-04, eta: 15:02:04, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8794, loss_cls: 1.2061, loss: 1.2061, grad_norm: 6.4472 2020-10-03 01:51:03,174 - mmaction - INFO - Epoch [75][520/1997] lr: 7.500e-04, eta: 15:01:43, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8771, loss_cls: 1.2320, loss: 1.2320, grad_norm: 6.3901 2020-10-03 01:51:23,746 - mmaction - INFO - Epoch [75][540/1997] lr: 7.500e-04, eta: 15:01:22, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8836, loss_cls: 1.2092, loss: 1.2092, grad_norm: 6.3884 2020-10-03 01:51:45,192 - mmaction - INFO - Epoch [75][560/1997] lr: 7.500e-04, eta: 15:01:01, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8766, loss_cls: 1.2470, loss: 1.2470, grad_norm: 6.5609 2020-10-03 01:52:06,179 - mmaction - INFO - Epoch [75][580/1997] lr: 7.500e-04, eta: 15:00:40, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2411, loss: 1.2411, grad_norm: 6.5032 2020-10-03 01:52:26,371 - mmaction - INFO - Epoch [75][600/1997] lr: 7.500e-04, eta: 15:00:19, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8862, loss_cls: 1.2143, loss: 1.2143, grad_norm: 6.4789 2020-10-03 01:52:48,020 - mmaction - INFO - Epoch [75][620/1997] lr: 7.500e-04, eta: 14:59:58, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8828, loss_cls: 1.2071, loss: 1.2071, grad_norm: 6.4214 2020-10-03 01:53:08,710 - mmaction - INFO - Epoch [75][640/1997] lr: 7.500e-04, eta: 14:59:37, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8786, loss_cls: 1.2059, loss: 1.2059, grad_norm: 6.3447 2020-10-03 01:53:29,766 - mmaction - INFO - Epoch [75][660/1997] lr: 7.500e-04, eta: 14:59:16, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2925, loss: 1.2925, grad_norm: 6.6030 2020-10-03 01:53:51,581 - mmaction - INFO - Epoch [75][680/1997] lr: 7.500e-04, eta: 14:58:55, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8844, loss_cls: 1.1951, loss: 1.1951, grad_norm: 6.2678 2020-10-03 01:54:11,501 - mmaction - INFO - Epoch [75][700/1997] lr: 7.500e-04, eta: 14:58:33, time: 0.994, data_time: 0.001, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8776, loss_cls: 1.2269, loss: 1.2269, grad_norm: 6.5955 2020-10-03 01:54:32,476 - mmaction - INFO - Epoch [75][720/1997] lr: 7.500e-04, eta: 14:58:12, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.2158, loss: 1.2158, grad_norm: 6.3843 2020-10-03 01:54:53,441 - mmaction - INFO - Epoch [75][740/1997] lr: 7.500e-04, eta: 14:57:51, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8745, loss_cls: 1.2723, loss: 1.2723, grad_norm: 6.4641 2020-10-03 01:55:15,455 - mmaction - INFO - Epoch [75][760/1997] lr: 7.500e-04, eta: 14:57:30, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8763, loss_cls: 1.2264, loss: 1.2264, grad_norm: 6.4643 2020-10-03 01:55:35,516 - mmaction - INFO - Epoch [75][780/1997] lr: 7.500e-04, eta: 14:57:09, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2766, loss: 1.2766, grad_norm: 6.6235 2020-10-03 01:55:56,238 - mmaction - INFO - Epoch [75][800/1997] lr: 7.500e-04, eta: 14:56:48, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8799, loss_cls: 1.1936, loss: 1.1936, grad_norm: 6.3500 2020-10-03 01:56:16,980 - mmaction - INFO - Epoch [75][820/1997] lr: 7.500e-04, eta: 14:56:27, time: 1.038, data_time: 0.003, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8805, loss_cls: 1.2336, loss: 1.2336, grad_norm: 6.6344 2020-10-03 01:56:38,492 - mmaction - INFO - Epoch [75][840/1997] lr: 7.500e-04, eta: 14:56:06, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8784, loss_cls: 1.2488, loss: 1.2488, grad_norm: 6.5221 2020-10-03 01:57:01,099 - mmaction - INFO - Epoch [75][860/1997] lr: 7.500e-04, eta: 14:55:45, time: 1.130, data_time: 0.001, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8852, loss_cls: 1.1872, loss: 1.1872, grad_norm: 6.4742 2020-10-03 01:57:20,902 - mmaction - INFO - Epoch [75][880/1997] lr: 7.500e-04, eta: 14:55:24, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2650, loss: 1.2650, grad_norm: 6.5883 2020-10-03 01:57:41,951 - mmaction - INFO - Epoch [75][900/1997] lr: 7.500e-04, eta: 14:55:03, time: 1.053, data_time: 0.003, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8815, loss_cls: 1.2170, loss: 1.2170, grad_norm: 6.5145 2020-10-03 01:58:03,414 - mmaction - INFO - Epoch [75][920/1997] lr: 7.500e-04, eta: 14:54:42, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8719, loss_cls: 1.2379, loss: 1.2379, grad_norm: 6.4733 2020-10-03 01:58:23,218 - mmaction - INFO - Epoch [75][940/1997] lr: 7.500e-04, eta: 14:54:20, time: 0.991, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8766, loss_cls: 1.2186, loss: 1.2186, grad_norm: 6.3333 2020-10-03 01:58:44,421 - mmaction - INFO - Epoch [75][960/1997] lr: 7.500e-04, eta: 14:53:59, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.6862, top5_acc: 0.8747, loss_cls: 1.2334, loss: 1.2334, grad_norm: 6.4706 2020-10-03 01:59:05,924 - mmaction - INFO - Epoch [75][980/1997] lr: 7.500e-04, eta: 14:53:39, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.2023, loss: 1.2023, grad_norm: 6.3586 2020-10-03 01:59:26,661 - mmaction - INFO - Epoch [75][1000/1997] lr: 7.500e-04, eta: 14:53:17, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.2057, loss: 1.2057, grad_norm: 6.4567 2020-10-03 01:59:47,712 - mmaction - INFO - Epoch [75][1020/1997] lr: 7.500e-04, eta: 14:52:56, time: 1.054, data_time: 0.003, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8815, loss_cls: 1.2126, loss: 1.2126, grad_norm: 6.5350 2020-10-03 02:00:08,439 - mmaction - INFO - Epoch [75][1040/1997] lr: 7.500e-04, eta: 14:52:35, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.2006, loss: 1.2006, grad_norm: 6.5558 2020-10-03 02:00:28,853 - mmaction - INFO - Epoch [75][1060/1997] lr: 7.500e-04, eta: 14:52:14, time: 1.021, data_time: 0.003, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8810, loss_cls: 1.2173, loss: 1.2173, grad_norm: 6.4882 2020-10-03 02:00:50,309 - mmaction - INFO - Epoch [75][1080/1997] lr: 7.500e-04, eta: 14:51:53, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2332, loss: 1.2332, grad_norm: 6.4924 2020-10-03 02:01:11,597 - mmaction - INFO - Epoch [75][1100/1997] lr: 7.500e-04, eta: 14:51:32, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.6937, top5_acc: 0.8802, loss_cls: 1.2535, loss: 1.2535, grad_norm: 6.5265 2020-10-03 02:01:32,886 - mmaction - INFO - Epoch [75][1120/1997] lr: 7.500e-04, eta: 14:51:11, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8776, loss_cls: 1.2193, loss: 1.2193, grad_norm: 6.4256 2020-10-03 02:01:53,751 - mmaction - INFO - Epoch [75][1140/1997] lr: 7.500e-04, eta: 14:50:50, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8750, loss_cls: 1.2567, loss: 1.2567, grad_norm: 6.6478 2020-10-03 02:02:13,796 - mmaction - INFO - Epoch [75][1160/1997] lr: 7.500e-04, eta: 14:50:28, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8776, loss_cls: 1.2216, loss: 1.2216, grad_norm: 6.4072 2020-10-03 02:02:34,796 - mmaction - INFO - Epoch [75][1180/1997] lr: 7.500e-04, eta: 14:50:07, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2391, loss: 1.2391, grad_norm: 6.6005 2020-10-03 02:02:55,895 - mmaction - INFO - Epoch [75][1200/1997] lr: 7.500e-04, eta: 14:49:46, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8792, loss_cls: 1.2540, loss: 1.2540, grad_norm: 6.5972 2020-10-03 02:03:16,733 - mmaction - INFO - Epoch [75][1220/1997] lr: 7.500e-04, eta: 14:49:25, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8833, loss_cls: 1.2052, loss: 1.2052, grad_norm: 6.5073 2020-10-03 02:03:38,144 - mmaction - INFO - Epoch [75][1240/1997] lr: 7.500e-04, eta: 14:49:04, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8875, loss_cls: 1.2118, loss: 1.2118, grad_norm: 6.4584 2020-10-03 02:03:58,225 - mmaction - INFO - Epoch [75][1260/1997] lr: 7.500e-04, eta: 14:48:43, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2309, loss: 1.2309, grad_norm: 6.4948 2020-10-03 02:04:19,708 - mmaction - INFO - Epoch [75][1280/1997] lr: 7.500e-04, eta: 14:48:22, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8773, loss_cls: 1.2303, loss: 1.2303, grad_norm: 6.5105 2020-10-03 02:04:41,180 - mmaction - INFO - Epoch [75][1300/1997] lr: 7.500e-04, eta: 14:48:01, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8802, loss_cls: 1.2149, loss: 1.2149, grad_norm: 6.3608 2020-10-03 02:05:01,679 - mmaction - INFO - Epoch [75][1320/1997] lr: 7.500e-04, eta: 14:47:40, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8815, loss_cls: 1.2091, loss: 1.2091, grad_norm: 6.3304 2020-10-03 02:05:22,753 - mmaction - INFO - Epoch [75][1340/1997] lr: 7.500e-04, eta: 14:47:19, time: 1.054, data_time: 0.004, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8826, loss_cls: 1.2095, loss: 1.2095, grad_norm: 6.5364 2020-10-03 02:05:44,257 - mmaction - INFO - Epoch [75][1360/1997] lr: 7.500e-04, eta: 14:46:58, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6940, top5_acc: 0.8781, loss_cls: 1.2401, loss: 1.2401, grad_norm: 6.6281 2020-10-03 02:06:04,430 - mmaction - INFO - Epoch [75][1380/1997] lr: 7.500e-04, eta: 14:46:37, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8779, loss_cls: 1.2425, loss: 1.2425, grad_norm: 6.4939 2020-10-03 02:06:25,042 - mmaction - INFO - Epoch [75][1400/1997] lr: 7.500e-04, eta: 14:46:15, time: 1.031, data_time: 0.004, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8815, loss_cls: 1.2200, loss: 1.2200, grad_norm: 6.4829 2020-10-03 02:06:46,756 - mmaction - INFO - Epoch [75][1420/1997] lr: 7.500e-04, eta: 14:45:55, time: 1.087, data_time: 0.003, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8805, loss_cls: 1.1989, loss: 1.1989, grad_norm: 6.4808 2020-10-03 02:07:08,106 - mmaction - INFO - Epoch [75][1440/1997] lr: 7.500e-04, eta: 14:45:34, time: 1.066, data_time: 0.016, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8820, loss_cls: 1.2062, loss: 1.2062, grad_norm: 6.4736 2020-10-03 02:07:29,331 - mmaction - INFO - Epoch [75][1460/1997] lr: 7.500e-04, eta: 14:45:13, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8883, loss_cls: 1.1767, loss: 1.1767, grad_norm: 6.3997 2020-10-03 02:07:50,101 - mmaction - INFO - Epoch [75][1480/1997] lr: 7.500e-04, eta: 14:44:52, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8799, loss_cls: 1.2281, loss: 1.2281, grad_norm: 6.5047 2020-10-03 02:08:11,460 - mmaction - INFO - Epoch [75][1500/1997] lr: 7.500e-04, eta: 14:44:31, time: 1.067, data_time: 0.263, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8844, loss_cls: 1.2246, loss: 1.2246, grad_norm: 6.5266 2020-10-03 02:08:32,160 - mmaction - INFO - Epoch [75][1520/1997] lr: 7.500e-04, eta: 14:44:09, time: 1.035, data_time: 0.032, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8781, loss_cls: 1.2626, loss: 1.2626, grad_norm: 6.5011 2020-10-03 02:08:52,440 - mmaction - INFO - Epoch [75][1540/1997] lr: 7.500e-04, eta: 14:43:48, time: 1.014, data_time: 0.032, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8721, loss_cls: 1.2646, loss: 1.2646, grad_norm: 6.5844 2020-10-03 02:09:14,364 - mmaction - INFO - Epoch [75][1560/1997] lr: 7.500e-04, eta: 14:43:27, time: 1.095, data_time: 0.005, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8714, loss_cls: 1.2425, loss: 1.2425, grad_norm: 6.4117 2020-10-03 02:09:35,237 - mmaction - INFO - Epoch [75][1580/1997] lr: 7.500e-04, eta: 14:43:06, time: 1.045, data_time: 0.003, memory: 8350, top1_acc: 0.6909, top5_acc: 0.8711, loss_cls: 1.2421, loss: 1.2421, grad_norm: 6.5378 2020-10-03 02:09:55,682 - mmaction - INFO - Epoch [75][1600/1997] lr: 7.500e-04, eta: 14:42:45, time: 1.022, data_time: 0.001, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8826, loss_cls: 1.1963, loss: 1.1963, grad_norm: 6.3575 2020-10-03 02:10:17,531 - mmaction - INFO - Epoch [75][1620/1997] lr: 7.500e-04, eta: 14:42:24, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8763, loss_cls: 1.2238, loss: 1.2238, grad_norm: 6.4481 2020-10-03 02:10:38,482 - mmaction - INFO - Epoch [75][1640/1997] lr: 7.500e-04, eta: 14:42:03, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8812, loss_cls: 1.1950, loss: 1.1950, grad_norm: 6.3684 2020-10-03 02:10:58,681 - mmaction - INFO - Epoch [75][1660/1997] lr: 7.500e-04, eta: 14:41:42, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2736, loss: 1.2736, grad_norm: 6.6418 2020-10-03 02:11:19,374 - mmaction - INFO - Epoch [75][1680/1997] lr: 7.500e-04, eta: 14:41:21, time: 1.036, data_time: 0.003, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1844, loss: 1.1844, grad_norm: 6.3420 2020-10-03 02:11:41,792 - mmaction - INFO - Epoch [75][1700/1997] lr: 7.500e-04, eta: 14:41:00, time: 1.120, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8781, loss_cls: 1.2261, loss: 1.2261, grad_norm: 6.5966 2020-10-03 02:12:01,548 - mmaction - INFO - Epoch [75][1720/1997] lr: 7.500e-04, eta: 14:40:39, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8786, loss_cls: 1.2430, loss: 1.2430, grad_norm: 6.5194 2020-10-03 02:12:21,907 - mmaction - INFO - Epoch [75][1740/1997] lr: 7.500e-04, eta: 14:40:17, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8807, loss_cls: 1.2392, loss: 1.2392, grad_norm: 6.5242 2020-10-03 02:12:43,414 - mmaction - INFO - Epoch [75][1760/1997] lr: 7.500e-04, eta: 14:39:56, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8716, loss_cls: 1.2709, loss: 1.2709, grad_norm: 6.6012 2020-10-03 02:13:04,159 - mmaction - INFO - Epoch [75][1780/1997] lr: 7.500e-04, eta: 14:39:35, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8773, loss_cls: 1.2194, loss: 1.2194, grad_norm: 6.5119 2020-10-03 02:13:24,693 - mmaction - INFO - Epoch [75][1800/1997] lr: 7.500e-04, eta: 14:39:14, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8865, loss_cls: 1.2011, loss: 1.2011, grad_norm: 6.4467 2020-10-03 02:13:45,596 - mmaction - INFO - Epoch [75][1820/1997] lr: 7.500e-04, eta: 14:38:53, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2415, loss: 1.2415, grad_norm: 6.5479 2020-10-03 02:14:06,545 - mmaction - INFO - Epoch [75][1840/1997] lr: 7.500e-04, eta: 14:38:32, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8776, loss_cls: 1.2520, loss: 1.2520, grad_norm: 6.4513 2020-10-03 02:14:27,300 - mmaction - INFO - Epoch [75][1860/1997] lr: 7.500e-04, eta: 14:38:11, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8826, loss_cls: 1.2060, loss: 1.2060, grad_norm: 6.4683 2020-10-03 02:14:48,748 - mmaction - INFO - Epoch [75][1880/1997] lr: 7.500e-04, eta: 14:37:50, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8870, loss_cls: 1.2002, loss: 1.2002, grad_norm: 6.4075 2020-10-03 02:15:09,418 - mmaction - INFO - Epoch [75][1900/1997] lr: 7.500e-04, eta: 14:37:29, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8758, loss_cls: 1.2238, loss: 1.2238, grad_norm: 6.5085 2020-10-03 02:15:29,739 - mmaction - INFO - Epoch [75][1920/1997] lr: 7.500e-04, eta: 14:37:07, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8708, loss_cls: 1.2363, loss: 1.2363, grad_norm: 6.4585 2020-10-03 02:15:51,108 - mmaction - INFO - Epoch [75][1940/1997] lr: 7.500e-04, eta: 14:36:46, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8794, loss_cls: 1.2012, loss: 1.2012, grad_norm: 6.3609 2020-10-03 02:16:12,152 - mmaction - INFO - Epoch [75][1960/1997] lr: 7.500e-04, eta: 14:36:25, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8727, loss_cls: 1.2498, loss: 1.2498, grad_norm: 6.5285 2020-10-03 02:16:32,283 - mmaction - INFO - Epoch [75][1980/1997] lr: 7.500e-04, eta: 14:36:04, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8727, loss_cls: 1.2492, loss: 1.2492, grad_norm: 6.5724 2020-10-03 02:16:52,205 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-10-03 02:19:44,518 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 02:19:46,082 - mmaction - INFO - top1_acc 0.7250 top5_acc 0.9127 2020-10-03 02:19:46,082 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 02:19:46,164 - mmaction - INFO - mean_acc 0.7240 2020-10-03 02:19:46,176 - mmaction - INFO - Epoch(val) [75][1997] top1_acc: 0.7250, top5_acc: 0.9127, mean_class_accuracy: 0.7240 2020-10-03 02:20:28,391 - mmaction - INFO - Epoch [76][20/1997] lr: 7.500e-04, eta: 14:35:26, time: 2.108, data_time: 1.267, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.2557, loss: 1.2557, grad_norm: 6.6793 2020-10-03 02:20:49,672 - mmaction - INFO - Epoch [76][40/1997] lr: 7.500e-04, eta: 14:35:05, time: 1.065, data_time: 0.145, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8779, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.5894 2020-10-03 02:21:10,704 - mmaction - INFO - Epoch [76][60/1997] lr: 7.500e-04, eta: 14:34:44, time: 1.051, data_time: 0.210, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8862, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.5698 2020-10-03 02:21:32,506 - mmaction - INFO - Epoch [76][80/1997] lr: 7.500e-04, eta: 14:34:23, time: 1.090, data_time: 0.136, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8747, loss_cls: 1.2568, loss: 1.2568, grad_norm: 6.5425 2020-10-03 02:21:53,151 - mmaction - INFO - Epoch [76][100/1997] lr: 7.500e-04, eta: 14:34:02, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8852, loss_cls: 1.1836, loss: 1.1836, grad_norm: 6.2888 2020-10-03 02:22:15,210 - mmaction - INFO - Epoch [76][120/1997] lr: 7.500e-04, eta: 14:33:41, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8789, loss_cls: 1.2297, loss: 1.2297, grad_norm: 6.3094 2020-10-03 02:22:34,946 - mmaction - INFO - Epoch [76][140/1997] lr: 7.500e-04, eta: 14:33:20, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8859, loss_cls: 1.2521, loss: 1.2521, grad_norm: 6.6107 2020-10-03 02:22:55,841 - mmaction - INFO - Epoch [76][160/1997] lr: 7.500e-04, eta: 14:32:59, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8812, loss_cls: 1.2031, loss: 1.2031, grad_norm: 6.4363 2020-10-03 02:23:17,038 - mmaction - INFO - Epoch [76][180/1997] lr: 7.500e-04, eta: 14:32:38, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2304, loss: 1.2304, grad_norm: 6.4593 2020-10-03 02:23:37,777 - mmaction - INFO - Epoch [76][200/1997] lr: 7.500e-04, eta: 14:32:17, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8807, loss_cls: 1.2198, loss: 1.2198, grad_norm: 6.4102 2020-10-03 02:23:58,701 - mmaction - INFO - Epoch [76][220/1997] lr: 7.500e-04, eta: 14:31:55, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8896, loss_cls: 1.1586, loss: 1.1586, grad_norm: 6.2570 2020-10-03 02:24:20,265 - mmaction - INFO - Epoch [76][240/1997] lr: 7.500e-04, eta: 14:31:35, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8872, loss_cls: 1.2048, loss: 1.2048, grad_norm: 6.4731 2020-10-03 02:24:40,460 - mmaction - INFO - Epoch [76][260/1997] lr: 7.500e-04, eta: 14:31:13, time: 1.011, data_time: 0.068, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8784, loss_cls: 1.2237, loss: 1.2237, grad_norm: 6.4902 2020-10-03 02:25:01,093 - mmaction - INFO - Epoch [76][280/1997] lr: 7.500e-04, eta: 14:30:52, time: 1.031, data_time: 0.182, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8849, loss_cls: 1.2110, loss: 1.2110, grad_norm: 6.4687 2020-10-03 02:25:22,999 - mmaction - INFO - Epoch [76][300/1997] lr: 7.500e-04, eta: 14:30:31, time: 1.096, data_time: 0.085, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8729, loss_cls: 1.2241, loss: 1.2241, grad_norm: 6.4608 2020-10-03 02:25:43,934 - mmaction - INFO - Epoch [76][320/1997] lr: 7.500e-04, eta: 14:30:10, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2268, loss: 1.2268, grad_norm: 6.4939 2020-10-03 02:26:04,773 - mmaction - INFO - Epoch [76][340/1997] lr: 7.500e-04, eta: 14:29:49, time: 1.042, data_time: 0.029, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8893, loss_cls: 1.1836, loss: 1.1836, grad_norm: 6.3672 2020-10-03 02:26:26,847 - mmaction - INFO - Epoch [76][360/1997] lr: 7.500e-04, eta: 14:29:28, time: 1.104, data_time: 0.372, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8818, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.4158 2020-10-03 02:26:47,300 - mmaction - INFO - Epoch [76][380/1997] lr: 7.500e-04, eta: 14:29:07, time: 1.022, data_time: 0.224, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8716, loss_cls: 1.2659, loss: 1.2659, grad_norm: 6.5553 2020-10-03 02:27:08,006 - mmaction - INFO - Epoch [76][400/1997] lr: 7.500e-04, eta: 14:28:46, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8755, loss_cls: 1.2392, loss: 1.2392, grad_norm: 6.4946 2020-10-03 02:27:29,318 - mmaction - INFO - Epoch [76][420/1997] lr: 7.500e-04, eta: 14:28:25, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8786, loss_cls: 1.2045, loss: 1.2045, grad_norm: 6.3547 2020-10-03 02:27:49,471 - mmaction - INFO - Epoch [76][440/1997] lr: 7.500e-04, eta: 14:28:04, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8823, loss_cls: 1.2463, loss: 1.2463, grad_norm: 6.5559 2020-10-03 02:28:11,286 - mmaction - INFO - Epoch [76][460/1997] lr: 7.500e-04, eta: 14:27:43, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8784, loss_cls: 1.2172, loss: 1.2172, grad_norm: 6.5159 2020-10-03 02:28:32,674 - mmaction - INFO - Epoch [76][480/1997] lr: 7.500e-04, eta: 14:27:22, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8810, loss_cls: 1.2099, loss: 1.2099, grad_norm: 6.5414 2020-10-03 02:28:53,837 - mmaction - INFO - Epoch [76][500/1997] lr: 7.500e-04, eta: 14:27:01, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8880, loss_cls: 1.1623, loss: 1.1623, grad_norm: 6.3750 2020-10-03 02:29:14,889 - mmaction - INFO - Epoch [76][520/1997] lr: 7.500e-04, eta: 14:26:40, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8878, loss_cls: 1.1531, loss: 1.1531, grad_norm: 6.3191 2020-10-03 02:29:35,155 - mmaction - INFO - Epoch [76][540/1997] lr: 7.500e-04, eta: 14:26:19, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8708, loss_cls: 1.2666, loss: 1.2666, grad_norm: 6.6684 2020-10-03 02:29:56,580 - mmaction - INFO - Epoch [76][560/1997] lr: 7.500e-04, eta: 14:25:58, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8839, loss_cls: 1.1561, loss: 1.1561, grad_norm: 6.2759 2020-10-03 02:30:18,612 - mmaction - INFO - Epoch [76][580/1997] lr: 7.500e-04, eta: 14:25:37, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8799, loss_cls: 1.2298, loss: 1.2298, grad_norm: 6.5537 2020-10-03 02:30:38,671 - mmaction - INFO - Epoch [76][600/1997] lr: 7.500e-04, eta: 14:25:15, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8839, loss_cls: 1.2078, loss: 1.2078, grad_norm: 6.5197 2020-10-03 02:31:00,235 - mmaction - INFO - Epoch [76][620/1997] lr: 7.500e-04, eta: 14:24:55, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8716, loss_cls: 1.2345, loss: 1.2345, grad_norm: 6.5314 2020-10-03 02:31:20,913 - mmaction - INFO - Epoch [76][640/1997] lr: 7.500e-04, eta: 14:24:33, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8844, loss_cls: 1.2143, loss: 1.2143, grad_norm: 6.4962 2020-10-03 02:31:41,089 - mmaction - INFO - Epoch [76][660/1997] lr: 7.500e-04, eta: 14:24:12, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8857, loss_cls: 1.1959, loss: 1.1959, grad_norm: 6.4457 2020-10-03 02:32:02,989 - mmaction - INFO - Epoch [76][680/1997] lr: 7.500e-04, eta: 14:23:51, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8917, loss_cls: 1.1474, loss: 1.1474, grad_norm: 6.3609 2020-10-03 02:32:22,639 - mmaction - INFO - Epoch [76][700/1997] lr: 7.500e-04, eta: 14:23:30, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8745, loss_cls: 1.2411, loss: 1.2411, grad_norm: 6.4571 2020-10-03 02:32:43,827 - mmaction - INFO - Epoch [76][720/1997] lr: 7.500e-04, eta: 14:23:09, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8758, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.4826 2020-10-03 02:33:04,505 - mmaction - INFO - Epoch [76][740/1997] lr: 7.500e-04, eta: 14:22:48, time: 1.034, data_time: 0.024, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8760, loss_cls: 1.2080, loss: 1.2080, grad_norm: 6.4181 2020-10-03 02:33:25,260 - mmaction - INFO - Epoch [76][760/1997] lr: 7.500e-04, eta: 14:22:26, time: 1.038, data_time: 0.048, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8719, loss_cls: 1.2261, loss: 1.2261, grad_norm: 6.4938 2020-10-03 02:33:46,651 - mmaction - INFO - Epoch [76][780/1997] lr: 7.500e-04, eta: 14:22:06, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2293, loss: 1.2293, grad_norm: 6.4108 2020-10-03 02:34:08,462 - mmaction - INFO - Epoch [76][800/1997] lr: 7.500e-04, eta: 14:21:45, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8766, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.3984 2020-10-03 02:34:29,161 - mmaction - INFO - Epoch [76][820/1997] lr: 7.500e-04, eta: 14:21:24, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8776, loss_cls: 1.2396, loss: 1.2396, grad_norm: 6.5015 2020-10-03 02:34:50,240 - mmaction - INFO - Epoch [76][840/1997] lr: 7.500e-04, eta: 14:21:03, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8797, loss_cls: 1.2136, loss: 1.2136, grad_norm: 6.4210 2020-10-03 02:35:11,554 - mmaction - INFO - Epoch [76][860/1997] lr: 7.500e-04, eta: 14:20:42, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8773, loss_cls: 1.2019, loss: 1.2019, grad_norm: 6.4842 2020-10-03 02:35:32,241 - mmaction - INFO - Epoch [76][880/1997] lr: 7.500e-04, eta: 14:20:20, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8891, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.5008 2020-10-03 02:35:53,141 - mmaction - INFO - Epoch [76][900/1997] lr: 7.500e-04, eta: 14:19:59, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8792, loss_cls: 1.2163, loss: 1.2163, grad_norm: 6.5788 2020-10-03 02:36:14,188 - mmaction - INFO - Epoch [76][920/1997] lr: 7.500e-04, eta: 14:19:38, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8805, loss_cls: 1.2187, loss: 1.2187, grad_norm: 6.5598 2020-10-03 02:36:34,852 - mmaction - INFO - Epoch [76][940/1997] lr: 7.500e-04, eta: 14:19:17, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2351, loss: 1.2351, grad_norm: 6.6115 2020-10-03 02:36:55,954 - mmaction - INFO - Epoch [76][960/1997] lr: 7.500e-04, eta: 14:18:56, time: 1.055, data_time: 0.009, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8870, loss_cls: 1.2186, loss: 1.2186, grad_norm: 6.4967 2020-10-03 02:37:16,523 - mmaction - INFO - Epoch [76][980/1997] lr: 7.500e-04, eta: 14:18:35, time: 1.029, data_time: 0.228, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2226, loss: 1.2226, grad_norm: 6.5870 2020-10-03 02:37:36,938 - mmaction - INFO - Epoch [76][1000/1997] lr: 7.500e-04, eta: 14:18:14, time: 1.021, data_time: 0.226, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8794, loss_cls: 1.2534, loss: 1.2534, grad_norm: 6.6386 2020-10-03 02:37:58,167 - mmaction - INFO - Epoch [76][1020/1997] lr: 7.500e-04, eta: 14:17:53, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8807, loss_cls: 1.2066, loss: 1.2066, grad_norm: 6.5316 2020-10-03 02:38:19,603 - mmaction - INFO - Epoch [76][1040/1997] lr: 7.500e-04, eta: 14:17:32, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8737, loss_cls: 1.2537, loss: 1.2537, grad_norm: 6.5102 2020-10-03 02:38:40,086 - mmaction - INFO - Epoch [76][1060/1997] lr: 7.500e-04, eta: 14:17:10, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8807, loss_cls: 1.2363, loss: 1.2363, grad_norm: 6.5972 2020-10-03 02:39:00,397 - mmaction - INFO - Epoch [76][1080/1997] lr: 7.500e-04, eta: 14:16:49, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8773, loss_cls: 1.2359, loss: 1.2359, grad_norm: 6.5848 2020-10-03 02:39:22,716 - mmaction - INFO - Epoch [76][1100/1997] lr: 7.500e-04, eta: 14:16:28, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8740, loss_cls: 1.2599, loss: 1.2599, grad_norm: 6.5453 2020-10-03 02:39:42,631 - mmaction - INFO - Epoch [76][1120/1997] lr: 7.500e-04, eta: 14:16:07, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8826, loss_cls: 1.2147, loss: 1.2147, grad_norm: 6.4895 2020-10-03 02:40:03,543 - mmaction - INFO - Epoch [76][1140/1997] lr: 7.500e-04, eta: 14:15:46, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8792, loss_cls: 1.2388, loss: 1.2388, grad_norm: 6.5374 2020-10-03 02:40:24,745 - mmaction - INFO - Epoch [76][1160/1997] lr: 7.500e-04, eta: 14:15:25, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8789, loss_cls: 1.2013, loss: 1.2013, grad_norm: 6.4390 2020-10-03 02:40:45,088 - mmaction - INFO - Epoch [76][1180/1997] lr: 7.500e-04, eta: 14:15:04, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8849, loss_cls: 1.2045, loss: 1.2045, grad_norm: 6.5847 2020-10-03 02:41:06,072 - mmaction - INFO - Epoch [76][1200/1997] lr: 7.500e-04, eta: 14:14:43, time: 1.050, data_time: 0.015, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8708, loss_cls: 1.2430, loss: 1.2430, grad_norm: 6.5162 2020-10-03 02:41:26,449 - mmaction - INFO - Epoch [76][1220/1997] lr: 7.500e-04, eta: 14:14:21, time: 1.018, data_time: 0.088, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8706, loss_cls: 1.2462, loss: 1.2462, grad_norm: 6.6885 2020-10-03 02:41:48,763 - mmaction - INFO - Epoch [76][1240/1997] lr: 7.500e-04, eta: 14:14:01, time: 1.117, data_time: 0.137, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8773, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.5201 2020-10-03 02:42:09,277 - mmaction - INFO - Epoch [76][1260/1997] lr: 7.500e-04, eta: 14:13:40, time: 1.025, data_time: 0.145, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8799, loss_cls: 1.2304, loss: 1.2304, grad_norm: 6.4624 2020-10-03 02:42:29,320 - mmaction - INFO - Epoch [76][1280/1997] lr: 7.500e-04, eta: 14:13:18, time: 1.002, data_time: 0.300, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8786, loss_cls: 1.2004, loss: 1.2004, grad_norm: 6.4454 2020-10-03 02:42:50,287 - mmaction - INFO - Epoch [76][1300/1997] lr: 7.500e-04, eta: 14:12:57, time: 1.049, data_time: 0.157, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8737, loss_cls: 1.2359, loss: 1.2359, grad_norm: 6.4558 2020-10-03 02:43:11,572 - mmaction - INFO - Epoch [76][1320/1997] lr: 7.500e-04, eta: 14:12:36, time: 1.065, data_time: 0.171, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8826, loss_cls: 1.2205, loss: 1.2205, grad_norm: 6.4615 2020-10-03 02:43:32,819 - mmaction - INFO - Epoch [76][1340/1997] lr: 7.500e-04, eta: 14:12:15, time: 1.062, data_time: 0.131, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2491, loss: 1.2491, grad_norm: 6.6211 2020-10-03 02:43:53,667 - mmaction - INFO - Epoch [76][1360/1997] lr: 7.500e-04, eta: 14:11:54, time: 1.043, data_time: 0.247, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8810, loss_cls: 1.2213, loss: 1.2213, grad_norm: 6.5875 2020-10-03 02:44:14,771 - mmaction - INFO - Epoch [76][1380/1997] lr: 7.500e-04, eta: 14:11:33, time: 1.054, data_time: 0.340, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8807, loss_cls: 1.2665, loss: 1.2665, grad_norm: 6.6596 2020-10-03 02:44:36,227 - mmaction - INFO - Epoch [76][1400/1997] lr: 7.500e-04, eta: 14:11:12, time: 1.073, data_time: 0.452, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8805, loss_cls: 1.2060, loss: 1.2060, grad_norm: 6.5761 2020-10-03 02:44:57,379 - mmaction - INFO - Epoch [76][1420/1997] lr: 7.500e-04, eta: 14:10:51, time: 1.057, data_time: 0.442, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8771, loss_cls: 1.2539, loss: 1.2539, grad_norm: 6.6413 2020-10-03 02:45:19,428 - mmaction - INFO - Epoch [76][1440/1997] lr: 7.500e-04, eta: 14:10:30, time: 1.104, data_time: 0.488, memory: 8350, top1_acc: 0.6810, top5_acc: 0.8685, loss_cls: 1.2937, loss: 1.2937, grad_norm: 6.5730 2020-10-03 02:45:40,267 - mmaction - INFO - Epoch [76][1460/1997] lr: 7.500e-04, eta: 14:10:09, time: 1.042, data_time: 0.415, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8891, loss_cls: 1.1662, loss: 1.1662, grad_norm: 6.5515 2020-10-03 02:46:00,055 - mmaction - INFO - Epoch [76][1480/1997] lr: 7.500e-04, eta: 14:09:48, time: 0.989, data_time: 0.375, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8815, loss_cls: 1.2097, loss: 1.2097, grad_norm: 6.4284 2020-10-03 02:46:22,036 - mmaction - INFO - Epoch [76][1500/1997] lr: 7.500e-04, eta: 14:09:27, time: 1.099, data_time: 0.477, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8763, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.4487 2020-10-03 02:46:43,061 - mmaction - INFO - Epoch [76][1520/1997] lr: 7.500e-04, eta: 14:09:06, time: 1.051, data_time: 0.435, memory: 8350, top1_acc: 0.6922, top5_acc: 0.8716, loss_cls: 1.2665, loss: 1.2665, grad_norm: 6.6657 2020-10-03 02:47:03,705 - mmaction - INFO - Epoch [76][1540/1997] lr: 7.500e-04, eta: 14:08:45, time: 1.033, data_time: 0.357, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8831, loss_cls: 1.2190, loss: 1.2190, grad_norm: 6.4811 2020-10-03 02:47:24,673 - mmaction - INFO - Epoch [76][1560/1997] lr: 7.500e-04, eta: 14:08:24, time: 1.047, data_time: 0.234, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8737, loss_cls: 1.2573, loss: 1.2573, grad_norm: 6.6048 2020-10-03 02:47:45,812 - mmaction - INFO - Epoch [76][1580/1997] lr: 7.500e-04, eta: 14:08:03, time: 1.058, data_time: 0.427, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8805, loss_cls: 1.2128, loss: 1.2128, grad_norm: 6.4985 2020-10-03 02:48:06,497 - mmaction - INFO - Epoch [76][1600/1997] lr: 7.500e-04, eta: 14:07:41, time: 1.034, data_time: 0.314, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8789, loss_cls: 1.2298, loss: 1.2298, grad_norm: 6.4890 2020-10-03 02:48:27,108 - mmaction - INFO - Epoch [76][1620/1997] lr: 7.500e-04, eta: 14:07:20, time: 1.031, data_time: 0.166, memory: 8350, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2772, loss: 1.2772, grad_norm: 6.7058 2020-10-03 02:48:48,483 - mmaction - INFO - Epoch [76][1640/1997] lr: 7.500e-04, eta: 14:06:59, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8794, loss_cls: 1.2269, loss: 1.2269, grad_norm: 6.4534 2020-10-03 02:49:10,696 - mmaction - INFO - Epoch [76][1660/1997] lr: 7.500e-04, eta: 14:06:39, time: 1.112, data_time: 0.003, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8781, loss_cls: 1.2455, loss: 1.2455, grad_norm: 6.5587 2020-10-03 02:49:30,505 - mmaction - INFO - Epoch [76][1680/1997] lr: 7.500e-04, eta: 14:06:17, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8799, loss_cls: 1.2127, loss: 1.2127, grad_norm: 6.4930 2020-10-03 02:49:52,019 - mmaction - INFO - Epoch [76][1700/1997] lr: 7.500e-04, eta: 14:05:56, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8826, loss_cls: 1.1888, loss: 1.1888, grad_norm: 6.3681 2020-10-03 02:50:11,740 - mmaction - INFO - Epoch [76][1720/1997] lr: 7.500e-04, eta: 14:05:35, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8727, loss_cls: 1.2959, loss: 1.2959, grad_norm: 6.6452 2020-10-03 02:50:32,995 - mmaction - INFO - Epoch [76][1740/1997] lr: 7.500e-04, eta: 14:05:14, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8836, loss_cls: 1.2047, loss: 1.2047, grad_norm: 6.4910 2020-10-03 02:50:53,534 - mmaction - INFO - Epoch [76][1760/1997] lr: 7.500e-04, eta: 14:04:53, time: 1.027, data_time: 0.006, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8802, loss_cls: 1.2182, loss: 1.2182, grad_norm: 6.4787 2020-10-03 02:51:15,247 - mmaction - INFO - Epoch [76][1780/1997] lr: 7.500e-04, eta: 14:04:32, time: 1.085, data_time: 0.035, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8820, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.5071 2020-10-03 02:51:37,707 - mmaction - INFO - Epoch [76][1800/1997] lr: 7.500e-04, eta: 14:04:11, time: 1.123, data_time: 0.002, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8844, loss_cls: 1.2317, loss: 1.2317, grad_norm: 6.4338 2020-10-03 02:51:56,487 - mmaction - INFO - Epoch [76][1820/1997] lr: 7.500e-04, eta: 14:03:49, time: 0.940, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8812, loss_cls: 1.2421, loss: 1.2421, grad_norm: 6.4729 2020-10-03 02:52:17,992 - mmaction - INFO - Epoch [76][1840/1997] lr: 7.500e-04, eta: 14:03:28, time: 1.075, data_time: 0.004, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8797, loss_cls: 1.2505, loss: 1.2505, grad_norm: 6.6476 2020-10-03 02:52:39,332 - mmaction - INFO - Epoch [76][1860/1997] lr: 7.500e-04, eta: 14:03:08, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.2337, loss: 1.2337, grad_norm: 6.5296 2020-10-03 02:53:01,073 - mmaction - INFO - Epoch [76][1880/1997] lr: 7.500e-04, eta: 14:02:47, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8815, loss_cls: 1.2070, loss: 1.2070, grad_norm: 6.5438 2020-10-03 02:53:21,133 - mmaction - INFO - Epoch [76][1900/1997] lr: 7.500e-04, eta: 14:02:25, time: 1.003, data_time: 0.015, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8792, loss_cls: 1.2112, loss: 1.2112, grad_norm: 6.4182 2020-10-03 02:53:42,303 - mmaction - INFO - Epoch [76][1920/1997] lr: 7.500e-04, eta: 14:02:04, time: 1.058, data_time: 0.057, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8854, loss_cls: 1.2015, loss: 1.2015, grad_norm: 6.4420 2020-10-03 02:54:03,375 - mmaction - INFO - Epoch [76][1940/1997] lr: 7.500e-04, eta: 14:01:43, time: 1.053, data_time: 0.166, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8956, loss_cls: 1.1662, loss: 1.1662, grad_norm: 6.4729 2020-10-03 02:54:24,704 - mmaction - INFO - Epoch [76][1960/1997] lr: 7.500e-04, eta: 14:01:22, time: 1.067, data_time: 0.430, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8771, loss_cls: 1.2506, loss: 1.2506, grad_norm: 6.5811 2020-10-03 02:54:44,840 - mmaction - INFO - Epoch [76][1980/1997] lr: 7.500e-04, eta: 14:01:01, time: 1.007, data_time: 0.189, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8807, loss_cls: 1.1917, loss: 1.1917, grad_norm: 6.4521 2020-10-03 02:55:03,552 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-10-03 02:55:49,504 - mmaction - INFO - Epoch [77][20/1997] lr: 7.500e-04, eta: 14:00:24, time: 2.252, data_time: 1.332, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8841, loss_cls: 1.1783, loss: 1.1783, grad_norm: 6.4109 2020-10-03 02:56:11,925 - mmaction - INFO - Epoch [77][40/1997] lr: 7.500e-04, eta: 14:00:03, time: 1.120, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8714, loss_cls: 1.2526, loss: 1.2526, grad_norm: 6.5430 2020-10-03 02:56:33,154 - mmaction - INFO - Epoch [77][60/1997] lr: 7.500e-04, eta: 13:59:42, time: 1.063, data_time: 0.003, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.2016, loss: 1.2016, grad_norm: 6.4904 2020-10-03 02:56:54,625 - mmaction - INFO - Epoch [77][80/1997] lr: 7.500e-04, eta: 13:59:21, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8771, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.5188 2020-10-03 02:57:16,158 - mmaction - INFO - Epoch [77][100/1997] lr: 7.500e-04, eta: 13:59:01, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8826, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.3332 2020-10-03 02:57:35,469 - mmaction - INFO - Epoch [77][120/1997] lr: 7.500e-04, eta: 13:58:39, time: 0.965, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8771, loss_cls: 1.2007, loss: 1.2007, grad_norm: 6.5137 2020-10-03 02:57:56,852 - mmaction - INFO - Epoch [77][140/1997] lr: 7.500e-04, eta: 13:58:18, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8826, loss_cls: 1.2124, loss: 1.2124, grad_norm: 6.6720 2020-10-03 02:58:17,785 - mmaction - INFO - Epoch [77][160/1997] lr: 7.500e-04, eta: 13:57:57, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8826, loss_cls: 1.2383, loss: 1.2383, grad_norm: 6.5576 2020-10-03 02:58:39,614 - mmaction - INFO - Epoch [77][180/1997] lr: 7.500e-04, eta: 13:57:36, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8831, loss_cls: 1.1735, loss: 1.1735, grad_norm: 6.4204 2020-10-03 02:58:59,631 - mmaction - INFO - Epoch [77][200/1997] lr: 7.500e-04, eta: 13:57:15, time: 1.000, data_time: 0.001, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8789, loss_cls: 1.2256, loss: 1.2256, grad_norm: 6.4484 2020-10-03 02:59:20,770 - mmaction - INFO - Epoch [77][220/1997] lr: 7.500e-04, eta: 13:56:54, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8888, loss_cls: 1.1765, loss: 1.1765, grad_norm: 6.5835 2020-10-03 02:59:41,905 - mmaction - INFO - Epoch [77][240/1997] lr: 7.500e-04, eta: 13:56:33, time: 1.058, data_time: 0.023, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8740, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.5330 2020-10-03 03:00:03,521 - mmaction - INFO - Epoch [77][260/1997] lr: 7.500e-04, eta: 13:56:12, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8852, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.4065 2020-10-03 03:00:23,941 - mmaction - INFO - Epoch [77][280/1997] lr: 7.500e-04, eta: 13:55:51, time: 1.029, data_time: 0.010, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1921, loss: 1.1921, grad_norm: 6.4466 2020-10-03 03:00:45,490 - mmaction - INFO - Epoch [77][300/1997] lr: 7.500e-04, eta: 13:55:30, time: 1.078, data_time: 0.068, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8841, loss_cls: 1.2046, loss: 1.2046, grad_norm: 6.6197 2020-10-03 03:01:07,698 - mmaction - INFO - Epoch [77][320/1997] lr: 7.500e-04, eta: 13:55:09, time: 1.110, data_time: 0.001, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8888, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.4480 2020-10-03 03:01:27,391 - mmaction - INFO - Epoch [77][340/1997] lr: 7.500e-04, eta: 13:54:47, time: 0.985, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8745, loss_cls: 1.2172, loss: 1.2172, grad_norm: 6.6443 2020-10-03 03:01:48,447 - mmaction - INFO - Epoch [77][360/1997] lr: 7.500e-04, eta: 13:54:26, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8862, loss_cls: 1.1885, loss: 1.1885, grad_norm: 6.4294 2020-10-03 03:02:10,868 - mmaction - INFO - Epoch [77][380/1997] lr: 7.500e-04, eta: 13:54:06, time: 1.121, data_time: 0.001, memory: 8350, top1_acc: 0.6917, top5_acc: 0.8799, loss_cls: 1.2446, loss: 1.2446, grad_norm: 6.6919 2020-10-03 03:02:31,611 - mmaction - INFO - Epoch [77][400/1997] lr: 7.500e-04, eta: 13:53:45, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8776, loss_cls: 1.2439, loss: 1.2439, grad_norm: 6.5870 2020-10-03 03:02:51,895 - mmaction - INFO - Epoch [77][420/1997] lr: 7.500e-04, eta: 13:53:23, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8823, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.3907 2020-10-03 03:03:12,719 - mmaction - INFO - Epoch [77][440/1997] lr: 7.500e-04, eta: 13:53:02, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8781, loss_cls: 1.2287, loss: 1.2287, grad_norm: 6.5977 2020-10-03 03:03:33,718 - mmaction - INFO - Epoch [77][460/1997] lr: 7.500e-04, eta: 13:52:41, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2156, loss: 1.2156, grad_norm: 6.4833 2020-10-03 03:03:54,988 - mmaction - INFO - Epoch [77][480/1997] lr: 7.500e-04, eta: 13:52:20, time: 1.064, data_time: 0.004, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8958, loss_cls: 1.1470, loss: 1.1470, grad_norm: 6.4649 2020-10-03 03:04:17,312 - mmaction - INFO - Epoch [77][500/1997] lr: 7.500e-04, eta: 13:52:00, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8779, loss_cls: 1.2493, loss: 1.2493, grad_norm: 6.6595 2020-10-03 03:04:39,046 - mmaction - INFO - Epoch [77][520/1997] lr: 7.500e-04, eta: 13:51:39, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8870, loss_cls: 1.1874, loss: 1.1874, grad_norm: 6.4601 2020-10-03 03:04:59,077 - mmaction - INFO - Epoch [77][540/1997] lr: 7.500e-04, eta: 13:51:17, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8852, loss_cls: 1.1929, loss: 1.1929, grad_norm: 6.5214 2020-10-03 03:05:20,609 - mmaction - INFO - Epoch [77][560/1997] lr: 7.500e-04, eta: 13:50:56, time: 1.078, data_time: 0.003, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8768, loss_cls: 1.2235, loss: 1.2235, grad_norm: 6.5066 2020-10-03 03:05:42,408 - mmaction - INFO - Epoch [77][580/1997] lr: 7.500e-04, eta: 13:50:36, time: 1.090, data_time: 0.001, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8888, loss_cls: 1.1931, loss: 1.1931, grad_norm: 6.5185 2020-10-03 03:06:02,529 - mmaction - INFO - Epoch [77][600/1997] lr: 7.500e-04, eta: 13:50:14, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8833, loss_cls: 1.2306, loss: 1.2306, grad_norm: 6.6967 2020-10-03 03:06:23,351 - mmaction - INFO - Epoch [77][620/1997] lr: 7.500e-04, eta: 13:49:53, time: 1.043, data_time: 0.003, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8779, loss_cls: 1.2101, loss: 1.2101, grad_norm: 6.5106 2020-10-03 03:06:43,344 - mmaction - INFO - Epoch [77][640/1997] lr: 7.500e-04, eta: 13:49:32, time: 0.999, data_time: 0.001, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8758, loss_cls: 1.2359, loss: 1.2359, grad_norm: 6.6160 2020-10-03 03:07:04,822 - mmaction - INFO - Epoch [77][660/1997] lr: 7.500e-04, eta: 13:49:11, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8854, loss_cls: 1.2028, loss: 1.2028, grad_norm: 6.4473 2020-10-03 03:07:25,753 - mmaction - INFO - Epoch [77][680/1997] lr: 7.500e-04, eta: 13:48:50, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.2071, loss: 1.2071, grad_norm: 6.6047 2020-10-03 03:07:46,395 - mmaction - INFO - Epoch [77][700/1997] lr: 7.500e-04, eta: 13:48:29, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.6919, top5_acc: 0.8776, loss_cls: 1.2518, loss: 1.2518, grad_norm: 6.5749 2020-10-03 03:08:07,513 - mmaction - INFO - Epoch [77][720/1997] lr: 7.500e-04, eta: 13:48:08, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.6945, top5_acc: 0.8693, loss_cls: 1.2731, loss: 1.2731, grad_norm: 6.7049 2020-10-03 03:08:29,599 - mmaction - INFO - Epoch [77][740/1997] lr: 7.500e-04, eta: 13:47:47, time: 1.104, data_time: 0.001, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8745, loss_cls: 1.2230, loss: 1.2230, grad_norm: 6.4499 2020-10-03 03:08:50,720 - mmaction - INFO - Epoch [77][760/1997] lr: 7.500e-04, eta: 13:47:26, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1897, loss: 1.1897, grad_norm: 6.5073 2020-10-03 03:09:10,954 - mmaction - INFO - Epoch [77][780/1997] lr: 7.500e-04, eta: 13:47:05, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.6901, top5_acc: 0.8716, loss_cls: 1.2732, loss: 1.2732, grad_norm: 6.6913 2020-10-03 03:09:33,184 - mmaction - INFO - Epoch [77][800/1997] lr: 7.500e-04, eta: 13:46:44, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8852, loss_cls: 1.1697, loss: 1.1697, grad_norm: 6.3654 2020-10-03 03:09:52,625 - mmaction - INFO - Epoch [77][820/1997] lr: 7.500e-04, eta: 13:46:22, time: 0.972, data_time: 0.008, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8857, loss_cls: 1.2083, loss: 1.2083, grad_norm: 6.4028 2020-10-03 03:10:14,152 - mmaction - INFO - Epoch [77][840/1997] lr: 7.500e-04, eta: 13:46:01, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8792, loss_cls: 1.2012, loss: 1.2012, grad_norm: 6.5378 2020-10-03 03:10:35,748 - mmaction - INFO - Epoch [77][860/1997] lr: 7.500e-04, eta: 13:45:40, time: 1.080, data_time: 0.003, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8693, loss_cls: 1.2477, loss: 1.2477, grad_norm: 6.6006 2020-10-03 03:10:56,066 - mmaction - INFO - Epoch [77][880/1997] lr: 7.500e-04, eta: 13:45:19, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8812, loss_cls: 1.2001, loss: 1.2001, grad_norm: 6.6135 2020-10-03 03:11:17,546 - mmaction - INFO - Epoch [77][900/1997] lr: 7.500e-04, eta: 13:44:58, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8651, loss_cls: 1.2620, loss: 1.2620, grad_norm: 6.6122 2020-10-03 03:11:37,471 - mmaction - INFO - Epoch [77][920/1997] lr: 7.500e-04, eta: 13:44:37, time: 0.997, data_time: 0.015, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8755, loss_cls: 1.2380, loss: 1.2380, grad_norm: 6.7031 2020-10-03 03:11:58,936 - mmaction - INFO - Epoch [77][940/1997] lr: 7.500e-04, eta: 13:44:16, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8773, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.7345 2020-10-03 03:12:21,075 - mmaction - INFO - Epoch [77][960/1997] lr: 7.500e-04, eta: 13:43:55, time: 1.108, data_time: 0.003, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8786, loss_cls: 1.2655, loss: 1.2655, grad_norm: 6.7265 2020-10-03 03:12:41,757 - mmaction - INFO - Epoch [77][980/1997] lr: 7.500e-04, eta: 13:43:34, time: 1.034, data_time: 0.003, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8849, loss_cls: 1.2219, loss: 1.2219, grad_norm: 6.7520 2020-10-03 03:13:02,402 - mmaction - INFO - Epoch [77][1000/1997] lr: 7.500e-04, eta: 13:43:13, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8854, loss_cls: 1.2013, loss: 1.2013, grad_norm: 6.4622 2020-10-03 03:13:23,418 - mmaction - INFO - Epoch [77][1020/1997] lr: 7.500e-04, eta: 13:42:52, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8854, loss_cls: 1.1785, loss: 1.1785, grad_norm: 6.3654 2020-10-03 03:13:43,251 - mmaction - INFO - Epoch [77][1040/1997] lr: 7.500e-04, eta: 13:42:30, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8813, loss_cls: 1.2030, loss: 1.2030, grad_norm: 6.4267 2020-10-03 03:14:04,177 - mmaction - INFO - Epoch [77][1060/1997] lr: 7.500e-04, eta: 13:42:09, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8815, loss_cls: 1.1864, loss: 1.1864, grad_norm: 6.5687 2020-10-03 03:14:25,129 - mmaction - INFO - Epoch [77][1080/1997] lr: 7.500e-04, eta: 13:41:48, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8901, loss_cls: 1.2128, loss: 1.2128, grad_norm: 6.6084 2020-10-03 03:14:46,575 - mmaction - INFO - Epoch [77][1100/1997] lr: 7.500e-04, eta: 13:41:27, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8807, loss_cls: 1.2031, loss: 1.2031, grad_norm: 6.5417 2020-10-03 03:15:06,891 - mmaction - INFO - Epoch [77][1120/1997] lr: 7.500e-04, eta: 13:41:06, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2328, loss: 1.2328, grad_norm: 6.6672 2020-10-03 03:15:28,057 - mmaction - INFO - Epoch [77][1140/1997] lr: 7.500e-04, eta: 13:40:45, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8745, loss_cls: 1.2468, loss: 1.2468, grad_norm: 6.5846 2020-10-03 03:15:49,510 - mmaction - INFO - Epoch [77][1160/1997] lr: 7.500e-04, eta: 13:40:24, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8872, loss_cls: 1.1583, loss: 1.1583, grad_norm: 6.3685 2020-10-03 03:16:11,750 - mmaction - INFO - Epoch [77][1180/1997] lr: 7.500e-04, eta: 13:40:03, time: 1.113, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8854, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.4813 2020-10-03 03:16:32,937 - mmaction - INFO - Epoch [77][1200/1997] lr: 7.500e-04, eta: 13:39:42, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8823, loss_cls: 1.1966, loss: 1.1966, grad_norm: 6.4635 2020-10-03 03:16:53,678 - mmaction - INFO - Epoch [77][1220/1997] lr: 7.500e-04, eta: 13:39:21, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8805, loss_cls: 1.2271, loss: 1.2271, grad_norm: 6.4700 2020-10-03 03:17:14,122 - mmaction - INFO - Epoch [77][1240/1997] lr: 7.500e-04, eta: 13:39:00, time: 1.024, data_time: 0.003, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8836, loss_cls: 1.2271, loss: 1.2271, grad_norm: 6.5328 2020-10-03 03:17:34,663 - mmaction - INFO - Epoch [77][1260/1997] lr: 7.500e-04, eta: 13:38:39, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8734, loss_cls: 1.2515, loss: 1.2515, grad_norm: 6.6722 2020-10-03 03:17:56,737 - mmaction - INFO - Epoch [77][1280/1997] lr: 7.500e-04, eta: 13:38:18, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8818, loss_cls: 1.2194, loss: 1.2194, grad_norm: 6.6355 2020-10-03 03:18:17,335 - mmaction - INFO - Epoch [77][1300/1997] lr: 7.500e-04, eta: 13:37:57, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8799, loss_cls: 1.2420, loss: 1.2420, grad_norm: 6.8015 2020-10-03 03:18:39,224 - mmaction - INFO - Epoch [77][1320/1997] lr: 7.500e-04, eta: 13:37:36, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8740, loss_cls: 1.2507, loss: 1.2507, grad_norm: 6.6018 2020-10-03 03:18:58,415 - mmaction - INFO - Epoch [77][1340/1997] lr: 7.500e-04, eta: 13:37:14, time: 0.959, data_time: 0.001, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8878, loss_cls: 1.1966, loss: 1.1966, grad_norm: 6.6685 2020-10-03 03:19:20,502 - mmaction - INFO - Epoch [77][1360/1997] lr: 7.500e-04, eta: 13:36:54, time: 1.104, data_time: 0.010, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8776, loss_cls: 1.2205, loss: 1.2205, grad_norm: 6.5299 2020-10-03 03:19:40,999 - mmaction - INFO - Epoch [77][1380/1997] lr: 7.500e-04, eta: 13:36:33, time: 1.026, data_time: 0.033, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8734, loss_cls: 1.2718, loss: 1.2718, grad_norm: 6.6778 2020-10-03 03:20:01,288 - mmaction - INFO - Epoch [77][1400/1997] lr: 7.500e-04, eta: 13:36:11, time: 1.014, data_time: 0.036, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8737, loss_cls: 1.2597, loss: 1.2597, grad_norm: 6.6096 2020-10-03 03:20:21,720 - mmaction - INFO - Epoch [77][1420/1997] lr: 7.500e-04, eta: 13:35:50, time: 1.022, data_time: 0.146, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8865, loss_cls: 1.1690, loss: 1.1690, grad_norm: 6.4073 2020-10-03 03:20:42,736 - mmaction - INFO - Epoch [77][1440/1997] lr: 7.500e-04, eta: 13:35:29, time: 1.050, data_time: 0.153, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8747, loss_cls: 1.2338, loss: 1.2338, grad_norm: 6.5706 2020-10-03 03:21:04,810 - mmaction - INFO - Epoch [77][1460/1997] lr: 7.500e-04, eta: 13:35:08, time: 1.104, data_time: 0.355, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8839, loss_cls: 1.1963, loss: 1.1963, grad_norm: 6.4639 2020-10-03 03:21:25,211 - mmaction - INFO - Epoch [77][1480/1997] lr: 7.500e-04, eta: 13:34:47, time: 1.019, data_time: 0.180, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2459, loss: 1.2459, grad_norm: 6.5204 2020-10-03 03:21:45,617 - mmaction - INFO - Epoch [77][1500/1997] lr: 7.500e-04, eta: 13:34:26, time: 1.021, data_time: 0.003, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8831, loss_cls: 1.2117, loss: 1.2117, grad_norm: 6.5316 2020-10-03 03:22:06,449 - mmaction - INFO - Epoch [77][1520/1997] lr: 7.500e-04, eta: 13:34:05, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2727, loss: 1.2727, grad_norm: 6.8240 2020-10-03 03:22:27,412 - mmaction - INFO - Epoch [77][1540/1997] lr: 7.500e-04, eta: 13:33:44, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8687, loss_cls: 1.2440, loss: 1.2440, grad_norm: 6.5545 2020-10-03 03:22:47,691 - mmaction - INFO - Epoch [77][1560/1997] lr: 7.500e-04, eta: 13:33:22, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8716, loss_cls: 1.2014, loss: 1.2014, grad_norm: 6.5586 2020-10-03 03:23:08,715 - mmaction - INFO - Epoch [77][1580/1997] lr: 7.500e-04, eta: 13:33:01, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8758, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.5437 2020-10-03 03:23:30,186 - mmaction - INFO - Epoch [77][1600/1997] lr: 7.500e-04, eta: 13:32:40, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8818, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.6476 2020-10-03 03:23:51,658 - mmaction - INFO - Epoch [77][1620/1997] lr: 7.500e-04, eta: 13:32:19, time: 1.075, data_time: 0.003, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1697, loss: 1.1697, grad_norm: 6.3762 2020-10-03 03:24:11,668 - mmaction - INFO - Epoch [77][1640/1997] lr: 7.500e-04, eta: 13:31:58, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2280, loss: 1.2280, grad_norm: 6.5851 2020-10-03 03:24:32,334 - mmaction - INFO - Epoch [77][1660/1997] lr: 7.500e-04, eta: 13:31:37, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8849, loss_cls: 1.1904, loss: 1.1904, grad_norm: 6.5744 2020-10-03 03:24:53,242 - mmaction - INFO - Epoch [77][1680/1997] lr: 7.500e-04, eta: 13:31:16, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1788, loss: 1.1788, grad_norm: 6.5603 2020-10-03 03:25:14,311 - mmaction - INFO - Epoch [77][1700/1997] lr: 7.500e-04, eta: 13:30:55, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8802, loss_cls: 1.2174, loss: 1.2174, grad_norm: 6.6784 2020-10-03 03:25:35,470 - mmaction - INFO - Epoch [77][1720/1997] lr: 7.500e-04, eta: 13:30:34, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.6872, top5_acc: 0.8674, loss_cls: 1.3281, loss: 1.3281, grad_norm: 6.8558 2020-10-03 03:25:57,053 - mmaction - INFO - Epoch [77][1740/1997] lr: 7.500e-04, eta: 13:30:13, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8872, loss_cls: 1.1878, loss: 1.1878, grad_norm: 6.5091 2020-10-03 03:26:18,673 - mmaction - INFO - Epoch [77][1760/1997] lr: 7.500e-04, eta: 13:29:52, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2712, loss: 1.2712, grad_norm: 6.7895 2020-10-03 03:26:38,774 - mmaction - INFO - Epoch [77][1780/1997] lr: 7.500e-04, eta: 13:29:31, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2386, loss: 1.2386, grad_norm: 6.6048 2020-10-03 03:26:59,770 - mmaction - INFO - Epoch [77][1800/1997] lr: 7.500e-04, eta: 13:29:09, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8727, loss_cls: 1.2638, loss: 1.2638, grad_norm: 6.6420 2020-10-03 03:27:21,125 - mmaction - INFO - Epoch [77][1820/1997] lr: 7.500e-04, eta: 13:28:49, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8753, loss_cls: 1.2551, loss: 1.2551, grad_norm: 6.6191 2020-10-03 03:27:41,438 - mmaction - INFO - Epoch [77][1840/1997] lr: 7.500e-04, eta: 13:28:27, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2685, loss: 1.2685, grad_norm: 6.6211 2020-10-03 03:28:03,326 - mmaction - INFO - Epoch [77][1860/1997] lr: 7.500e-04, eta: 13:28:06, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3102, loss: 1.3102, grad_norm: 6.7409 2020-10-03 03:28:24,312 - mmaction - INFO - Epoch [77][1880/1997] lr: 7.500e-04, eta: 13:27:45, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8758, loss_cls: 1.2319, loss: 1.2319, grad_norm: 6.6349 2020-10-03 03:28:44,372 - mmaction - INFO - Epoch [77][1900/1997] lr: 7.500e-04, eta: 13:27:24, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8786, loss_cls: 1.2235, loss: 1.2235, grad_norm: 6.5373 2020-10-03 03:29:04,615 - mmaction - INFO - Epoch [77][1920/1997] lr: 7.500e-04, eta: 13:27:03, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8805, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.6327 2020-10-03 03:29:25,867 - mmaction - INFO - Epoch [77][1940/1997] lr: 7.500e-04, eta: 13:26:42, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1848, loss: 1.1848, grad_norm: 6.5028 2020-10-03 03:29:47,023 - mmaction - INFO - Epoch [77][1960/1997] lr: 7.500e-04, eta: 13:26:21, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8727, loss_cls: 1.2320, loss: 1.2320, grad_norm: 6.4825 2020-10-03 03:30:09,301 - mmaction - INFO - Epoch [77][1980/1997] lr: 7.500e-04, eta: 13:26:00, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8690, loss_cls: 1.2747, loss: 1.2747, grad_norm: 6.7058 2020-10-03 03:30:27,256 - mmaction - INFO - Saving checkpoint at 77 epochs 2020-10-03 03:31:15,920 - mmaction - INFO - Epoch [78][20/1997] lr: 7.500e-04, eta: 13:25:24, time: 2.388, data_time: 1.480, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8732, loss_cls: 1.2315, loss: 1.2315, grad_norm: 6.5461 2020-10-03 03:31:37,785 - mmaction - INFO - Epoch [78][40/1997] lr: 7.500e-04, eta: 13:25:03, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8862, loss_cls: 1.1910, loss: 1.1910, grad_norm: 6.4770 2020-10-03 03:31:57,862 - mmaction - INFO - Epoch [78][60/1997] lr: 7.500e-04, eta: 13:24:42, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8747, loss_cls: 1.2600, loss: 1.2600, grad_norm: 6.7530 2020-10-03 03:32:19,866 - mmaction - INFO - Epoch [78][80/1997] lr: 7.500e-04, eta: 13:24:21, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8896, loss_cls: 1.1757, loss: 1.1757, grad_norm: 6.3276 2020-10-03 03:32:39,605 - mmaction - INFO - Epoch [78][100/1997] lr: 7.500e-04, eta: 13:23:59, time: 0.986, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8799, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.6286 2020-10-03 03:33:01,592 - mmaction - INFO - Epoch [78][120/1997] lr: 7.500e-04, eta: 13:23:39, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8776, loss_cls: 1.2216, loss: 1.2216, grad_norm: 6.5459 2020-10-03 03:33:21,668 - mmaction - INFO - Epoch [78][140/1997] lr: 7.500e-04, eta: 13:23:17, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8797, loss_cls: 1.2027, loss: 1.2027, grad_norm: 6.5559 2020-10-03 03:33:41,678 - mmaction - INFO - Epoch [78][160/1997] lr: 7.500e-04, eta: 13:22:56, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2793, loss: 1.2793, grad_norm: 6.7627 2020-10-03 03:34:03,062 - mmaction - INFO - Epoch [78][180/1997] lr: 7.500e-04, eta: 13:22:35, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.2222, loss: 1.2222, grad_norm: 6.6387 2020-10-03 03:34:25,470 - mmaction - INFO - Epoch [78][200/1997] lr: 7.500e-04, eta: 13:22:14, time: 1.121, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8799, loss_cls: 1.1992, loss: 1.1992, grad_norm: 6.3170 2020-10-03 03:34:45,254 - mmaction - INFO - Epoch [78][220/1997] lr: 7.500e-04, eta: 13:21:53, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8771, loss_cls: 1.2144, loss: 1.2144, grad_norm: 6.6259 2020-10-03 03:35:06,539 - mmaction - INFO - Epoch [78][240/1997] lr: 7.500e-04, eta: 13:21:32, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8940, loss_cls: 1.1520, loss: 1.1520, grad_norm: 6.3720 2020-10-03 03:35:27,883 - mmaction - INFO - Epoch [78][260/1997] lr: 7.500e-04, eta: 13:21:11, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8771, loss_cls: 1.2049, loss: 1.2049, grad_norm: 6.5356 2020-10-03 03:35:48,234 - mmaction - INFO - Epoch [78][280/1997] lr: 7.500e-04, eta: 13:20:50, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8755, loss_cls: 1.2343, loss: 1.2343, grad_norm: 6.4624 2020-10-03 03:36:09,610 - mmaction - INFO - Epoch [78][300/1997] lr: 7.500e-04, eta: 13:20:29, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8797, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.6831 2020-10-03 03:36:30,682 - mmaction - INFO - Epoch [78][320/1997] lr: 7.500e-04, eta: 13:20:08, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8776, loss_cls: 1.2412, loss: 1.2412, grad_norm: 6.6281 2020-10-03 03:36:51,392 - mmaction - INFO - Epoch [78][340/1997] lr: 7.500e-04, eta: 13:19:47, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8812, loss_cls: 1.2215, loss: 1.2215, grad_norm: 6.5183 2020-10-03 03:37:12,966 - mmaction - INFO - Epoch [78][360/1997] lr: 7.500e-04, eta: 13:19:26, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8854, loss_cls: 1.1967, loss: 1.1967, grad_norm: 6.5241 2020-10-03 03:37:34,128 - mmaction - INFO - Epoch [78][380/1997] lr: 7.500e-04, eta: 13:19:05, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1572, loss: 1.1572, grad_norm: 6.4120 2020-10-03 03:37:55,102 - mmaction - INFO - Epoch [78][400/1997] lr: 7.500e-04, eta: 13:18:44, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8940, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.2905 2020-10-03 03:38:15,426 - mmaction - INFO - Epoch [78][420/1997] lr: 7.500e-04, eta: 13:18:22, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.2104, loss: 1.2104, grad_norm: 6.6557 2020-10-03 03:38:36,742 - mmaction - INFO - Epoch [78][440/1997] lr: 7.500e-04, eta: 13:18:01, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8828, loss_cls: 1.2025, loss: 1.2025, grad_norm: 6.4891 2020-10-03 03:38:58,414 - mmaction - INFO - Epoch [78][460/1997] lr: 7.500e-04, eta: 13:17:40, time: 1.084, data_time: 0.014, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8859, loss_cls: 1.1887, loss: 1.1887, grad_norm: 6.4238 2020-10-03 03:39:19,409 - mmaction - INFO - Epoch [78][480/1997] lr: 7.500e-04, eta: 13:17:19, time: 1.050, data_time: 0.104, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8794, loss_cls: 1.2021, loss: 1.2021, grad_norm: 6.4118 2020-10-03 03:39:39,514 - mmaction - INFO - Epoch [78][500/1997] lr: 7.500e-04, eta: 13:16:58, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8823, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.3833 2020-10-03 03:40:01,848 - mmaction - INFO - Epoch [78][520/1997] lr: 7.500e-04, eta: 13:16:37, time: 1.117, data_time: 0.022, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8841, loss_cls: 1.1765, loss: 1.1765, grad_norm: 6.4778 2020-10-03 03:40:22,258 - mmaction - INFO - Epoch [78][540/1997] lr: 7.500e-04, eta: 13:16:16, time: 1.020, data_time: 0.188, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8763, loss_cls: 1.2124, loss: 1.2124, grad_norm: 6.4598 2020-10-03 03:40:42,950 - mmaction - INFO - Epoch [78][560/1997] lr: 7.500e-04, eta: 13:15:55, time: 1.035, data_time: 0.066, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8776, loss_cls: 1.2107, loss: 1.2107, grad_norm: 6.4955 2020-10-03 03:41:04,359 - mmaction - INFO - Epoch [78][580/1997] lr: 7.500e-04, eta: 13:15:34, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8846, loss_cls: 1.1940, loss: 1.1940, grad_norm: 6.4580 2020-10-03 03:41:26,532 - mmaction - INFO - Epoch [78][600/1997] lr: 7.500e-04, eta: 13:15:13, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8854, loss_cls: 1.1962, loss: 1.1962, grad_norm: 6.5106 2020-10-03 03:41:47,712 - mmaction - INFO - Epoch [78][620/1997] lr: 7.500e-04, eta: 13:14:52, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8784, loss_cls: 1.2112, loss: 1.2112, grad_norm: 6.4878 2020-10-03 03:42:08,255 - mmaction - INFO - Epoch [78][640/1997] lr: 7.500e-04, eta: 13:14:31, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8758, loss_cls: 1.2307, loss: 1.2307, grad_norm: 6.5609 2020-10-03 03:42:29,055 - mmaction - INFO - Epoch [78][660/1997] lr: 7.500e-04, eta: 13:14:10, time: 1.039, data_time: 0.003, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8893, loss_cls: 1.1992, loss: 1.1992, grad_norm: 6.5988 2020-10-03 03:42:50,365 - mmaction - INFO - Epoch [78][680/1997] lr: 7.500e-04, eta: 13:13:49, time: 1.067, data_time: 0.036, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8852, loss_cls: 1.1584, loss: 1.1584, grad_norm: 6.3718 2020-10-03 03:43:10,857 - mmaction - INFO - Epoch [78][700/1997] lr: 7.500e-04, eta: 13:13:28, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8839, loss_cls: 1.1999, loss: 1.1999, grad_norm: 6.4725 2020-10-03 03:43:32,752 - mmaction - INFO - Epoch [78][720/1997] lr: 7.500e-04, eta: 13:13:07, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2239, loss: 1.2239, grad_norm: 6.6057 2020-10-03 03:43:53,096 - mmaction - INFO - Epoch [78][740/1997] lr: 7.500e-04, eta: 13:12:46, time: 1.017, data_time: 0.142, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8758, loss_cls: 1.2275, loss: 1.2275, grad_norm: 6.5238 2020-10-03 03:44:14,074 - mmaction - INFO - Epoch [78][760/1997] lr: 7.500e-04, eta: 13:12:25, time: 1.049, data_time: 0.135, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8792, loss_cls: 1.2428, loss: 1.2428, grad_norm: 6.6324 2020-10-03 03:44:35,594 - mmaction - INFO - Epoch [78][780/1997] lr: 7.500e-04, eta: 13:12:04, time: 1.076, data_time: 0.193, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8724, loss_cls: 1.2509, loss: 1.2509, grad_norm: 6.5809 2020-10-03 03:44:57,032 - mmaction - INFO - Epoch [78][800/1997] lr: 7.500e-04, eta: 13:11:43, time: 1.073, data_time: 0.229, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8820, loss_cls: 1.2229, loss: 1.2229, grad_norm: 6.5886 2020-10-03 03:45:16,993 - mmaction - INFO - Epoch [78][820/1997] lr: 7.500e-04, eta: 13:11:21, time: 0.998, data_time: 0.281, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8810, loss_cls: 1.2071, loss: 1.2071, grad_norm: 6.4626 2020-10-03 03:45:37,652 - mmaction - INFO - Epoch [78][840/1997] lr: 7.500e-04, eta: 13:11:00, time: 1.033, data_time: 0.027, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8810, loss_cls: 1.2286, loss: 1.2286, grad_norm: 6.6188 2020-10-03 03:45:59,245 - mmaction - INFO - Epoch [78][860/1997] lr: 7.500e-04, eta: 13:10:39, time: 1.079, data_time: 0.186, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8771, loss_cls: 1.2436, loss: 1.2436, grad_norm: 6.6286 2020-10-03 03:46:19,684 - mmaction - INFO - Epoch [78][880/1997] lr: 7.500e-04, eta: 13:10:18, time: 1.022, data_time: 0.234, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8799, loss_cls: 1.2148, loss: 1.2148, grad_norm: 6.5733 2020-10-03 03:46:41,050 - mmaction - INFO - Epoch [78][900/1997] lr: 7.500e-04, eta: 13:09:57, time: 1.069, data_time: 0.128, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8766, loss_cls: 1.2330, loss: 1.2330, grad_norm: 6.7032 2020-10-03 03:47:01,701 - mmaction - INFO - Epoch [78][920/1997] lr: 7.500e-04, eta: 13:09:36, time: 1.032, data_time: 0.106, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8867, loss_cls: 1.1790, loss: 1.1790, grad_norm: 6.4509 2020-10-03 03:47:22,839 - mmaction - INFO - Epoch [78][940/1997] lr: 7.500e-04, eta: 13:09:15, time: 1.058, data_time: 0.330, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8729, loss_cls: 1.2286, loss: 1.2286, grad_norm: 6.6099 2020-10-03 03:47:44,001 - mmaction - INFO - Epoch [78][960/1997] lr: 7.500e-04, eta: 13:08:54, time: 1.057, data_time: 0.029, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8784, loss_cls: 1.1857, loss: 1.1857, grad_norm: 6.5009 2020-10-03 03:48:05,526 - mmaction - INFO - Epoch [78][980/1997] lr: 7.500e-04, eta: 13:08:33, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8911, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.6147 2020-10-03 03:48:25,869 - mmaction - INFO - Epoch [78][1000/1997] lr: 7.500e-04, eta: 13:08:12, time: 1.017, data_time: 0.084, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8781, loss_cls: 1.2230, loss: 1.2230, grad_norm: 6.6016 2020-10-03 03:48:46,432 - mmaction - INFO - Epoch [78][1020/1997] lr: 7.500e-04, eta: 13:07:51, time: 1.028, data_time: 0.014, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8914, loss_cls: 1.1839, loss: 1.1839, grad_norm: 6.5584 2020-10-03 03:49:08,813 - mmaction - INFO - Epoch [78][1040/1997] lr: 7.500e-04, eta: 13:07:30, time: 1.119, data_time: 0.001, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8815, loss_cls: 1.2129, loss: 1.2129, grad_norm: 6.5052 2020-10-03 03:49:28,272 - mmaction - INFO - Epoch [78][1060/1997] lr: 7.500e-04, eta: 13:07:08, time: 0.972, data_time: 0.002, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8885, loss_cls: 1.1937, loss: 1.1937, grad_norm: 6.5747 2020-10-03 03:49:48,775 - mmaction - INFO - Epoch [78][1080/1997] lr: 7.500e-04, eta: 13:06:47, time: 1.026, data_time: 0.150, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8768, loss_cls: 1.2299, loss: 1.2299, grad_norm: 6.6029 2020-10-03 03:50:10,296 - mmaction - INFO - Epoch [78][1100/1997] lr: 7.500e-04, eta: 13:06:26, time: 1.076, data_time: 0.056, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8841, loss_cls: 1.2377, loss: 1.2377, grad_norm: 6.5991 2020-10-03 03:50:31,458 - mmaction - INFO - Epoch [78][1120/1997] lr: 7.500e-04, eta: 13:06:05, time: 1.059, data_time: 0.100, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8771, loss_cls: 1.2435, loss: 1.2435, grad_norm: 6.7666 2020-10-03 03:50:51,573 - mmaction - INFO - Epoch [78][1140/1997] lr: 7.500e-04, eta: 13:05:44, time: 1.005, data_time: 0.038, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8779, loss_cls: 1.2186, loss: 1.2186, grad_norm: 6.7082 2020-10-03 03:51:12,921 - mmaction - INFO - Epoch [78][1160/1997] lr: 7.500e-04, eta: 13:05:23, time: 1.067, data_time: 0.005, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.2093, loss: 1.2093, grad_norm: 6.6618 2020-10-03 03:51:34,776 - mmaction - INFO - Epoch [78][1180/1997] lr: 7.500e-04, eta: 13:05:02, time: 1.093, data_time: 0.003, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8852, loss_cls: 1.2045, loss: 1.2045, grad_norm: 6.6070 2020-10-03 03:51:54,934 - mmaction - INFO - Epoch [78][1200/1997] lr: 7.500e-04, eta: 13:04:41, time: 1.007, data_time: 0.024, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8854, loss_cls: 1.2250, loss: 1.2250, grad_norm: 6.6924 2020-10-03 03:52:16,381 - mmaction - INFO - Epoch [78][1220/1997] lr: 7.500e-04, eta: 13:04:20, time: 1.073, data_time: 0.010, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8878, loss_cls: 1.1672, loss: 1.1672, grad_norm: 6.4051 2020-10-03 03:52:37,388 - mmaction - INFO - Epoch [78][1240/1997] lr: 7.500e-04, eta: 13:03:59, time: 1.050, data_time: 0.004, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8833, loss_cls: 1.2003, loss: 1.2003, grad_norm: 6.5196 2020-10-03 03:52:58,458 - mmaction - INFO - Epoch [78][1260/1997] lr: 7.500e-04, eta: 13:03:38, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.6987, top5_acc: 0.8779, loss_cls: 1.2334, loss: 1.2334, grad_norm: 6.6150 2020-10-03 03:53:19,968 - mmaction - INFO - Epoch [78][1280/1997] lr: 7.500e-04, eta: 13:03:17, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8794, loss_cls: 1.2263, loss: 1.2263, grad_norm: 6.5491 2020-10-03 03:53:39,827 - mmaction - INFO - Epoch [78][1300/1997] lr: 7.500e-04, eta: 13:02:55, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8833, loss_cls: 1.1895, loss: 1.1895, grad_norm: 6.5256 2020-10-03 03:54:01,996 - mmaction - INFO - Epoch [78][1320/1997] lr: 7.500e-04, eta: 13:02:35, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8789, loss_cls: 1.2149, loss: 1.2149, grad_norm: 6.5095 2020-10-03 03:54:22,963 - mmaction - INFO - Epoch [78][1340/1997] lr: 7.500e-04, eta: 13:02:14, time: 1.051, data_time: 0.004, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2494, loss: 1.2494, grad_norm: 6.6647 2020-10-03 03:54:43,592 - mmaction - INFO - Epoch [78][1360/1997] lr: 7.500e-04, eta: 13:01:53, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8768, loss_cls: 1.2235, loss: 1.2235, grad_norm: 6.5520 2020-10-03 03:55:04,594 - mmaction - INFO - Epoch [78][1380/1997] lr: 7.500e-04, eta: 13:01:31, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8768, loss_cls: 1.2494, loss: 1.2494, grad_norm: 6.6397 2020-10-03 03:55:25,668 - mmaction - INFO - Epoch [78][1400/1997] lr: 7.500e-04, eta: 13:01:10, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8781, loss_cls: 1.1922, loss: 1.1922, grad_norm: 6.4429 2020-10-03 03:55:45,685 - mmaction - INFO - Epoch [78][1420/1997] lr: 7.500e-04, eta: 13:00:49, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8729, loss_cls: 1.2396, loss: 1.2396, grad_norm: 6.6095 2020-10-03 03:56:06,712 - mmaction - INFO - Epoch [78][1440/1997] lr: 7.500e-04, eta: 13:00:28, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8786, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.5865 2020-10-03 03:56:28,143 - mmaction - INFO - Epoch [78][1460/1997] lr: 7.500e-04, eta: 13:00:07, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8771, loss_cls: 1.2003, loss: 1.2003, grad_norm: 6.5807 2020-10-03 03:56:49,941 - mmaction - INFO - Epoch [78][1480/1997] lr: 7.500e-04, eta: 12:59:46, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8891, loss_cls: 1.1969, loss: 1.1969, grad_norm: 6.5224 2020-10-03 03:57:11,485 - mmaction - INFO - Epoch [78][1500/1997] lr: 7.500e-04, eta: 12:59:25, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8784, loss_cls: 1.1996, loss: 1.1996, grad_norm: 6.5361 2020-10-03 03:57:32,583 - mmaction - INFO - Epoch [78][1520/1997] lr: 7.500e-04, eta: 12:59:04, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8839, loss_cls: 1.2092, loss: 1.2092, grad_norm: 6.5712 2020-10-03 03:57:53,779 - mmaction - INFO - Epoch [78][1540/1997] lr: 7.500e-04, eta: 12:58:43, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8737, loss_cls: 1.2391, loss: 1.2391, grad_norm: 6.5571 2020-10-03 03:58:13,672 - mmaction - INFO - Epoch [78][1560/1997] lr: 7.500e-04, eta: 12:58:22, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8862, loss_cls: 1.1856, loss: 1.1856, grad_norm: 6.5448 2020-10-03 03:58:35,977 - mmaction - INFO - Epoch [78][1580/1997] lr: 7.500e-04, eta: 12:58:01, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8839, loss_cls: 1.2078, loss: 1.2078, grad_norm: 6.5696 2020-10-03 03:58:56,493 - mmaction - INFO - Epoch [78][1600/1997] lr: 7.500e-04, eta: 12:57:40, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8857, loss_cls: 1.1846, loss: 1.1846, grad_norm: 6.4873 2020-10-03 03:59:16,600 - mmaction - INFO - Epoch [78][1620/1997] lr: 7.500e-04, eta: 12:57:19, time: 1.005, data_time: 0.015, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8768, loss_cls: 1.2509, loss: 1.2509, grad_norm: 6.7112 2020-10-03 03:59:38,628 - mmaction - INFO - Epoch [78][1640/1997] lr: 7.500e-04, eta: 12:56:58, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8693, loss_cls: 1.2748, loss: 1.2748, grad_norm: 6.7961 2020-10-03 03:59:58,057 - mmaction - INFO - Epoch [78][1660/1997] lr: 7.500e-04, eta: 12:56:36, time: 0.972, data_time: 0.040, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8844, loss_cls: 1.1953, loss: 1.1953, grad_norm: 6.4856 2020-10-03 04:00:19,144 - mmaction - INFO - Epoch [78][1680/1997] lr: 7.500e-04, eta: 12:56:15, time: 1.054, data_time: 0.042, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8773, loss_cls: 1.2090, loss: 1.2090, grad_norm: 6.6249 2020-10-03 04:00:40,866 - mmaction - INFO - Epoch [78][1700/1997] lr: 7.500e-04, eta: 12:55:54, time: 1.086, data_time: 0.003, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8799, loss_cls: 1.2367, loss: 1.2367, grad_norm: 6.6081 2020-10-03 04:01:01,486 - mmaction - INFO - Epoch [78][1720/1997] lr: 7.500e-04, eta: 12:55:33, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8794, loss_cls: 1.1860, loss: 1.1860, grad_norm: 6.4948 2020-10-03 04:01:23,123 - mmaction - INFO - Epoch [78][1740/1997] lr: 7.500e-04, eta: 12:55:12, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8766, loss_cls: 1.2129, loss: 1.2129, grad_norm: 6.5512 2020-10-03 04:01:44,529 - mmaction - INFO - Epoch [78][1760/1997] lr: 7.500e-04, eta: 12:54:51, time: 1.070, data_time: 0.003, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8807, loss_cls: 1.1979, loss: 1.1979, grad_norm: 6.5891 2020-10-03 04:02:05,073 - mmaction - INFO - Epoch [78][1780/1997] lr: 7.500e-04, eta: 12:54:30, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8794, loss_cls: 1.2200, loss: 1.2200, grad_norm: 6.6367 2020-10-03 04:02:25,543 - mmaction - INFO - Epoch [78][1800/1997] lr: 7.500e-04, eta: 12:54:09, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8747, loss_cls: 1.2321, loss: 1.2321, grad_norm: 6.6625 2020-10-03 04:02:46,243 - mmaction - INFO - Epoch [78][1820/1997] lr: 7.500e-04, eta: 12:53:48, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8930, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.4962 2020-10-03 04:03:07,837 - mmaction - INFO - Epoch [78][1840/1997] lr: 7.500e-04, eta: 12:53:27, time: 1.080, data_time: 0.003, memory: 8350, top1_acc: 0.6964, top5_acc: 0.8750, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.6365 2020-10-03 04:03:29,408 - mmaction - INFO - Epoch [78][1860/1997] lr: 7.500e-04, eta: 12:53:06, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2497, loss: 1.2497, grad_norm: 6.7230 2020-10-03 04:03:48,990 - mmaction - INFO - Epoch [78][1880/1997] lr: 7.500e-04, eta: 12:52:45, time: 0.979, data_time: 0.002, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8768, loss_cls: 1.2193, loss: 1.2193, grad_norm: 6.6208 2020-10-03 04:04:09,917 - mmaction - INFO - Epoch [78][1900/1997] lr: 7.500e-04, eta: 12:52:24, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8852, loss_cls: 1.2105, loss: 1.2105, grad_norm: 6.5564 2020-10-03 04:04:30,245 - mmaction - INFO - Epoch [78][1920/1997] lr: 7.500e-04, eta: 12:52:02, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8747, loss_cls: 1.2104, loss: 1.2104, grad_norm: 6.5489 2020-10-03 04:04:52,350 - mmaction - INFO - Epoch [78][1940/1997] lr: 7.500e-04, eta: 12:51:42, time: 1.106, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8786, loss_cls: 1.2033, loss: 1.2033, grad_norm: 6.5504 2020-10-03 04:05:12,704 - mmaction - INFO - Epoch [78][1960/1997] lr: 7.500e-04, eta: 12:51:20, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8896, loss_cls: 1.1809, loss: 1.1809, grad_norm: 6.4719 2020-10-03 04:05:33,931 - mmaction - INFO - Epoch [78][1980/1997] lr: 7.500e-04, eta: 12:50:59, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2102, loss: 1.2102, grad_norm: 6.5487 2020-10-03 04:05:53,061 - mmaction - INFO - Saving checkpoint at 78 epochs 2020-10-03 04:06:41,072 - mmaction - INFO - Epoch [79][20/1997] lr: 7.500e-04, eta: 12:50:23, time: 2.356, data_time: 1.350, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8779, loss_cls: 1.2078, loss: 1.2078, grad_norm: 6.4275 2020-10-03 04:07:02,935 - mmaction - INFO - Epoch [79][40/1997] lr: 7.500e-04, eta: 12:50:02, time: 1.093, data_time: 0.159, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8786, loss_cls: 1.2077, loss: 1.2077, grad_norm: 6.4724 2020-10-03 04:07:23,580 - mmaction - INFO - Epoch [79][60/1997] lr: 7.500e-04, eta: 12:49:41, time: 1.033, data_time: 0.384, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8812, loss_cls: 1.2179, loss: 1.2179, grad_norm: 6.5949 2020-10-03 04:07:45,920 - mmaction - INFO - Epoch [79][80/1997] lr: 7.500e-04, eta: 12:49:20, time: 1.116, data_time: 0.468, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8833, loss_cls: 1.1678, loss: 1.1678, grad_norm: 6.4353 2020-10-03 04:08:05,815 - mmaction - INFO - Epoch [79][100/1997] lr: 7.500e-04, eta: 12:48:59, time: 0.995, data_time: 0.380, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2589, loss: 1.2589, grad_norm: 6.4353 2020-10-03 04:08:27,083 - mmaction - INFO - Epoch [79][120/1997] lr: 7.500e-04, eta: 12:48:38, time: 1.064, data_time: 0.446, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8792, loss_cls: 1.2032, loss: 1.2032, grad_norm: 6.6794 2020-10-03 04:08:49,278 - mmaction - INFO - Epoch [79][140/1997] lr: 7.500e-04, eta: 12:48:17, time: 1.109, data_time: 0.323, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8896, loss_cls: 1.1544, loss: 1.1544, grad_norm: 6.4089 2020-10-03 04:09:09,297 - mmaction - INFO - Epoch [79][160/1997] lr: 7.500e-04, eta: 12:47:56, time: 1.002, data_time: 0.030, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8867, loss_cls: 1.1881, loss: 1.1881, grad_norm: 6.5477 2020-10-03 04:09:29,739 - mmaction - INFO - Epoch [79][180/1997] lr: 7.500e-04, eta: 12:47:34, time: 1.022, data_time: 0.177, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8844, loss_cls: 1.1661, loss: 1.1661, grad_norm: 6.4851 2020-10-03 04:09:50,951 - mmaction - INFO - Epoch [79][200/1997] lr: 7.500e-04, eta: 12:47:13, time: 1.060, data_time: 0.245, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8797, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.4061 2020-10-03 04:10:11,579 - mmaction - INFO - Epoch [79][220/1997] lr: 7.500e-04, eta: 12:46:52, time: 1.030, data_time: 0.073, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8818, loss_cls: 1.2128, loss: 1.2128, grad_norm: 6.6312 2020-10-03 04:10:33,009 - mmaction - INFO - Epoch [79][240/1997] lr: 7.500e-04, eta: 12:46:31, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.7099 2020-10-03 04:10:54,665 - mmaction - INFO - Epoch [79][260/1997] lr: 7.500e-04, eta: 12:46:10, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8771, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.6685 2020-10-03 04:11:16,177 - mmaction - INFO - Epoch [79][280/1997] lr: 7.500e-04, eta: 12:45:49, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8854, loss_cls: 1.1654, loss: 1.1654, grad_norm: 6.4181 2020-10-03 04:11:37,304 - mmaction - INFO - Epoch [79][300/1997] lr: 7.500e-04, eta: 12:45:28, time: 1.058, data_time: 0.003, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8831, loss_cls: 1.2056, loss: 1.2056, grad_norm: 6.4378 2020-10-03 04:11:57,711 - mmaction - INFO - Epoch [79][320/1997] lr: 7.500e-04, eta: 12:45:07, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8802, loss_cls: 1.2018, loss: 1.2018, grad_norm: 6.6058 2020-10-03 04:12:17,993 - mmaction - INFO - Epoch [79][340/1997] lr: 7.500e-04, eta: 12:44:46, time: 1.014, data_time: 0.124, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8893, loss_cls: 1.1793, loss: 1.1793, grad_norm: 6.6424 2020-10-03 04:12:39,862 - mmaction - INFO - Epoch [79][360/1997] lr: 7.500e-04, eta: 12:44:25, time: 1.093, data_time: 0.107, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1747, loss: 1.1747, grad_norm: 6.4142 2020-10-03 04:13:00,895 - mmaction - INFO - Epoch [79][380/1997] lr: 7.500e-04, eta: 12:44:04, time: 1.051, data_time: 0.198, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8805, loss_cls: 1.2111, loss: 1.2111, grad_norm: 6.4789 2020-10-03 04:13:21,140 - mmaction - INFO - Epoch [79][400/1997] lr: 7.500e-04, eta: 12:43:43, time: 1.011, data_time: 0.276, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8690, loss_cls: 1.2824, loss: 1.2824, grad_norm: 6.8397 2020-10-03 04:13:42,154 - mmaction - INFO - Epoch [79][420/1997] lr: 7.500e-04, eta: 12:43:22, time: 1.052, data_time: 0.366, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8818, loss_cls: 1.1956, loss: 1.1956, grad_norm: 6.6169 2020-10-03 04:14:03,066 - mmaction - INFO - Epoch [79][440/1997] lr: 7.500e-04, eta: 12:43:01, time: 1.045, data_time: 0.389, memory: 8350, top1_acc: 0.6992, top5_acc: 0.8802, loss_cls: 1.2177, loss: 1.2177, grad_norm: 6.6707 2020-10-03 04:14:24,679 - mmaction - INFO - Epoch [79][460/1997] lr: 7.500e-04, eta: 12:42:40, time: 1.082, data_time: 0.086, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8839, loss_cls: 1.1693, loss: 1.1693, grad_norm: 6.5084 2020-10-03 04:14:45,375 - mmaction - INFO - Epoch [79][480/1997] lr: 7.500e-04, eta: 12:42:19, time: 1.036, data_time: 0.193, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8846, loss_cls: 1.2378, loss: 1.2378, grad_norm: 6.7695 2020-10-03 04:15:06,338 - mmaction - INFO - Epoch [79][500/1997] lr: 7.500e-04, eta: 12:41:57, time: 1.048, data_time: 0.090, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2397, loss: 1.2397, grad_norm: 6.6792 2020-10-03 04:15:27,574 - mmaction - INFO - Epoch [79][520/1997] lr: 7.500e-04, eta: 12:41:36, time: 1.062, data_time: 0.119, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8792, loss_cls: 1.2167, loss: 1.2167, grad_norm: 6.6733 2020-10-03 04:15:48,049 - mmaction - INFO - Epoch [79][540/1997] lr: 7.500e-04, eta: 12:41:15, time: 1.022, data_time: 0.120, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8802, loss_cls: 1.2318, loss: 1.2318, grad_norm: 6.6010 2020-10-03 04:16:09,774 - mmaction - INFO - Epoch [79][560/1997] lr: 7.500e-04, eta: 12:40:54, time: 1.087, data_time: 0.306, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8771, loss_cls: 1.2275, loss: 1.2275, grad_norm: 6.6620 2020-10-03 04:16:30,748 - mmaction - INFO - Epoch [79][580/1997] lr: 7.500e-04, eta: 12:40:33, time: 1.049, data_time: 0.372, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8826, loss_cls: 1.2009, loss: 1.2009, grad_norm: 6.5817 2020-10-03 04:16:50,644 - mmaction - INFO - Epoch [79][600/1997] lr: 7.500e-04, eta: 12:40:12, time: 0.994, data_time: 0.307, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.5154 2020-10-03 04:17:12,032 - mmaction - INFO - Epoch [79][620/1997] lr: 7.500e-04, eta: 12:39:51, time: 1.071, data_time: 0.445, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8812, loss_cls: 1.1967, loss: 1.1967, grad_norm: 6.5548 2020-10-03 04:17:32,513 - mmaction - INFO - Epoch [79][640/1997] lr: 7.500e-04, eta: 12:39:30, time: 1.023, data_time: 0.375, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2350, loss: 1.2350, grad_norm: 6.5973 2020-10-03 04:17:54,282 - mmaction - INFO - Epoch [79][660/1997] lr: 7.500e-04, eta: 12:39:09, time: 1.088, data_time: 0.146, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8807, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.5269 2020-10-03 04:18:15,207 - mmaction - INFO - Epoch [79][680/1997] lr: 7.500e-04, eta: 12:38:48, time: 1.047, data_time: 0.151, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8867, loss_cls: 1.1920, loss: 1.1920, grad_norm: 6.5119 2020-10-03 04:18:36,558 - mmaction - INFO - Epoch [79][700/1997] lr: 7.500e-04, eta: 12:38:27, time: 1.068, data_time: 0.030, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8776, loss_cls: 1.2140, loss: 1.2140, grad_norm: 6.5391 2020-10-03 04:18:57,712 - mmaction - INFO - Epoch [79][720/1997] lr: 7.500e-04, eta: 12:38:06, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8750, loss_cls: 1.2438, loss: 1.2438, grad_norm: 6.5552 2020-10-03 04:19:17,860 - mmaction - INFO - Epoch [79][740/1997] lr: 7.500e-04, eta: 12:37:45, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1924, loss: 1.1924, grad_norm: 6.5776 2020-10-03 04:19:39,094 - mmaction - INFO - Epoch [79][760/1997] lr: 7.500e-04, eta: 12:37:24, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8781, loss_cls: 1.2240, loss: 1.2240, grad_norm: 6.7559 2020-10-03 04:20:01,464 - mmaction - INFO - Epoch [79][780/1997] lr: 7.500e-04, eta: 12:37:03, time: 1.118, data_time: 0.001, memory: 8350, top1_acc: 0.6924, top5_acc: 0.8729, loss_cls: 1.2416, loss: 1.2416, grad_norm: 6.8004 2020-10-03 04:20:21,579 - mmaction - INFO - Epoch [79][800/1997] lr: 7.500e-04, eta: 12:36:42, time: 1.006, data_time: 0.058, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8784, loss_cls: 1.2334, loss: 1.2334, grad_norm: 6.7274 2020-10-03 04:20:42,408 - mmaction - INFO - Epoch [79][820/1997] lr: 7.500e-04, eta: 12:36:20, time: 1.042, data_time: 0.124, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8849, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.4936 2020-10-03 04:21:03,942 - mmaction - INFO - Epoch [79][840/1997] lr: 7.500e-04, eta: 12:35:59, time: 1.076, data_time: 0.009, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8797, loss_cls: 1.2137, loss: 1.2137, grad_norm: 6.6028 2020-10-03 04:21:23,817 - mmaction - INFO - Epoch [79][860/1997] lr: 7.500e-04, eta: 12:35:38, time: 0.994, data_time: 0.110, memory: 8350, top1_acc: 0.6951, top5_acc: 0.8716, loss_cls: 1.2639, loss: 1.2639, grad_norm: 6.6530 2020-10-03 04:21:45,130 - mmaction - INFO - Epoch [79][880/1997] lr: 7.500e-04, eta: 12:35:17, time: 1.066, data_time: 0.262, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8779, loss_cls: 1.2171, loss: 1.2171, grad_norm: 6.5294 2020-10-03 04:22:06,956 - mmaction - INFO - Epoch [79][900/1997] lr: 7.500e-04, eta: 12:34:56, time: 1.090, data_time: 0.065, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8857, loss_cls: 1.2153, loss: 1.2153, grad_norm: 6.6365 2020-10-03 04:22:28,777 - mmaction - INFO - Epoch [79][920/1997] lr: 7.500e-04, eta: 12:34:35, time: 1.093, data_time: 0.003, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8826, loss_cls: 1.1904, loss: 1.1904, grad_norm: 6.4615 2020-10-03 04:22:49,324 - mmaction - INFO - Epoch [79][940/1997] lr: 7.500e-04, eta: 12:34:14, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8750, loss_cls: 1.2162, loss: 1.2162, grad_norm: 6.5223 2020-10-03 04:23:10,586 - mmaction - INFO - Epoch [79][960/1997] lr: 7.500e-04, eta: 12:33:53, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2296, loss: 1.2296, grad_norm: 6.5855 2020-10-03 04:23:31,165 - mmaction - INFO - Epoch [79][980/1997] lr: 7.500e-04, eta: 12:33:32, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.3699 2020-10-03 04:23:51,771 - mmaction - INFO - Epoch [79][1000/1997] lr: 7.500e-04, eta: 12:33:11, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8878, loss_cls: 1.1647, loss: 1.1647, grad_norm: 6.4482 2020-10-03 04:24:12,664 - mmaction - INFO - Epoch [79][1020/1997] lr: 7.500e-04, eta: 12:32:50, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8786, loss_cls: 1.2621, loss: 1.2621, grad_norm: 6.6651 2020-10-03 04:24:33,445 - mmaction - INFO - Epoch [79][1040/1997] lr: 7.500e-04, eta: 12:32:29, time: 1.040, data_time: 0.047, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8734, loss_cls: 1.2455, loss: 1.2455, grad_norm: 6.6232 2020-10-03 04:24:54,528 - mmaction - INFO - Epoch [79][1060/1997] lr: 7.500e-04, eta: 12:32:08, time: 1.054, data_time: 0.004, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8773, loss_cls: 1.2302, loss: 1.2302, grad_norm: 6.6576 2020-10-03 04:25:16,355 - mmaction - INFO - Epoch [79][1080/1997] lr: 7.500e-04, eta: 12:31:47, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8721, loss_cls: 1.2242, loss: 1.2242, grad_norm: 6.5578 2020-10-03 04:25:37,389 - mmaction - INFO - Epoch [79][1100/1997] lr: 7.500e-04, eta: 12:31:26, time: 1.052, data_time: 0.158, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8750, loss_cls: 1.2569, loss: 1.2569, grad_norm: 6.7029 2020-10-03 04:25:58,698 - mmaction - INFO - Epoch [79][1120/1997] lr: 7.500e-04, eta: 12:31:05, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8786, loss_cls: 1.2413, loss: 1.2413, grad_norm: 6.7957 2020-10-03 04:26:20,336 - mmaction - INFO - Epoch [79][1140/1997] lr: 7.500e-04, eta: 12:30:44, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.6937, top5_acc: 0.8799, loss_cls: 1.2223, loss: 1.2223, grad_norm: 6.7385 2020-10-03 04:26:40,524 - mmaction - INFO - Epoch [79][1160/1997] lr: 7.500e-04, eta: 12:30:23, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8810, loss_cls: 1.2031, loss: 1.2031, grad_norm: 6.4683 2020-10-03 04:27:01,815 - mmaction - INFO - Epoch [79][1180/1997] lr: 7.500e-04, eta: 12:30:02, time: 1.066, data_time: 0.003, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2409, loss: 1.2409, grad_norm: 6.7168 2020-10-03 04:27:22,992 - mmaction - INFO - Epoch [79][1200/1997] lr: 7.500e-04, eta: 12:29:41, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8750, loss_cls: 1.2232, loss: 1.2232, grad_norm: 6.5548 2020-10-03 04:27:42,461 - mmaction - INFO - Epoch [79][1220/1997] lr: 7.500e-04, eta: 12:29:19, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8820, loss_cls: 1.2053, loss: 1.2053, grad_norm: 6.5271 2020-10-03 04:28:03,925 - mmaction - INFO - Epoch [79][1240/1997] lr: 7.500e-04, eta: 12:28:58, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8794, loss_cls: 1.2245, loss: 1.2245, grad_norm: 6.7240 2020-10-03 04:28:25,686 - mmaction - INFO - Epoch [79][1260/1997] lr: 7.500e-04, eta: 12:28:37, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.6974, top5_acc: 0.8799, loss_cls: 1.2249, loss: 1.2249, grad_norm: 6.6618 2020-10-03 04:28:46,777 - mmaction - INFO - Epoch [79][1280/1997] lr: 7.500e-04, eta: 12:28:16, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8896, loss_cls: 1.1785, loss: 1.1785, grad_norm: 6.4768 2020-10-03 04:29:07,510 - mmaction - INFO - Epoch [79][1300/1997] lr: 7.500e-04, eta: 12:27:55, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8789, loss_cls: 1.2202, loss: 1.2202, grad_norm: 6.6886 2020-10-03 04:29:28,415 - mmaction - INFO - Epoch [79][1320/1997] lr: 7.500e-04, eta: 12:27:34, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8802, loss_cls: 1.2376, loss: 1.2376, grad_norm: 6.5477 2020-10-03 04:29:49,690 - mmaction - INFO - Epoch [79][1340/1997] lr: 7.500e-04, eta: 12:27:13, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8771, loss_cls: 1.2402, loss: 1.2402, grad_norm: 6.6304 2020-10-03 04:30:10,037 - mmaction - INFO - Epoch [79][1360/1997] lr: 7.500e-04, eta: 12:26:52, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8794, loss_cls: 1.2379, loss: 1.2379, grad_norm: 6.6635 2020-10-03 04:30:31,088 - mmaction - INFO - Epoch [79][1380/1997] lr: 7.500e-04, eta: 12:26:31, time: 1.052, data_time: 0.010, memory: 8350, top1_acc: 0.7010, top5_acc: 0.8794, loss_cls: 1.2384, loss: 1.2384, grad_norm: 6.7115 2020-10-03 04:30:52,375 - mmaction - INFO - Epoch [79][1400/1997] lr: 7.500e-04, eta: 12:26:10, time: 1.065, data_time: 0.192, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.2314, loss: 1.2314, grad_norm: 6.7376 2020-10-03 04:31:13,254 - mmaction - INFO - Epoch [79][1420/1997] lr: 7.500e-04, eta: 12:25:49, time: 1.044, data_time: 0.073, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8813, loss_cls: 1.2133, loss: 1.2133, grad_norm: 6.6587 2020-10-03 04:31:33,743 - mmaction - INFO - Epoch [79][1440/1997] lr: 7.500e-04, eta: 12:25:27, time: 1.024, data_time: 0.213, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8776, loss_cls: 1.2343, loss: 1.2343, grad_norm: 6.6437 2020-10-03 04:31:55,295 - mmaction - INFO - Epoch [79][1460/1997] lr: 7.500e-04, eta: 12:25:07, time: 1.077, data_time: 0.168, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8768, loss_cls: 1.2016, loss: 1.2016, grad_norm: 6.4981 2020-10-03 04:32:16,579 - mmaction - INFO - Epoch [79][1480/1997] lr: 7.500e-04, eta: 12:24:46, time: 1.065, data_time: 0.406, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8901, loss_cls: 1.1707, loss: 1.1707, grad_norm: 6.4308 2020-10-03 04:32:37,478 - mmaction - INFO - Epoch [79][1500/1997] lr: 7.500e-04, eta: 12:24:24, time: 1.046, data_time: 0.195, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8818, loss_cls: 1.2143, loss: 1.2143, grad_norm: 6.6721 2020-10-03 04:32:58,680 - mmaction - INFO - Epoch [79][1520/1997] lr: 7.500e-04, eta: 12:24:03, time: 1.059, data_time: 0.006, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8805, loss_cls: 1.2365, loss: 1.2365, grad_norm: 6.5965 2020-10-03 04:33:19,386 - mmaction - INFO - Epoch [79][1540/1997] lr: 7.500e-04, eta: 12:23:42, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.2025, loss: 1.2025, grad_norm: 6.6773 2020-10-03 04:33:41,214 - mmaction - INFO - Epoch [79][1560/1997] lr: 7.500e-04, eta: 12:23:21, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8841, loss_cls: 1.2070, loss: 1.2070, grad_norm: 6.6516 2020-10-03 04:34:01,991 - mmaction - INFO - Epoch [79][1580/1997] lr: 7.500e-04, eta: 12:23:00, time: 1.039, data_time: 0.276, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8797, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.7423 2020-10-03 04:34:22,033 - mmaction - INFO - Epoch [79][1600/1997] lr: 7.500e-04, eta: 12:22:39, time: 1.001, data_time: 0.129, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8755, loss_cls: 1.2249, loss: 1.2249, grad_norm: 6.7168 2020-10-03 04:34:43,758 - mmaction - INFO - Epoch [79][1620/1997] lr: 7.500e-04, eta: 12:22:18, time: 1.086, data_time: 0.031, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8878, loss_cls: 1.1732, loss: 1.1732, grad_norm: 6.5803 2020-10-03 04:35:04,209 - mmaction - INFO - Epoch [79][1640/1997] lr: 7.500e-04, eta: 12:21:57, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8753, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.8200 2020-10-03 04:35:26,346 - mmaction - INFO - Epoch [79][1660/1997] lr: 7.500e-04, eta: 12:21:36, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8833, loss_cls: 1.1863, loss: 1.1863, grad_norm: 6.5106 2020-10-03 04:35:46,350 - mmaction - INFO - Epoch [79][1680/1997] lr: 7.500e-04, eta: 12:21:15, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8831, loss_cls: 1.1794, loss: 1.1794, grad_norm: 6.4790 2020-10-03 04:36:06,920 - mmaction - INFO - Epoch [79][1700/1997] lr: 7.500e-04, eta: 12:20:54, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8891, loss_cls: 1.1649, loss: 1.1649, grad_norm: 6.5644 2020-10-03 04:36:28,723 - mmaction - INFO - Epoch [79][1720/1997] lr: 7.500e-04, eta: 12:20:33, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.6932, top5_acc: 0.8773, loss_cls: 1.2647, loss: 1.2647, grad_norm: 6.7296 2020-10-03 04:36:50,404 - mmaction - INFO - Epoch [79][1740/1997] lr: 7.500e-04, eta: 12:20:12, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1734, loss: 1.1734, grad_norm: 6.4656 2020-10-03 04:37:11,206 - mmaction - INFO - Epoch [79][1760/1997] lr: 7.500e-04, eta: 12:19:51, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8810, loss_cls: 1.2370, loss: 1.2370, grad_norm: 6.6489 2020-10-03 04:37:31,789 - mmaction - INFO - Epoch [79][1780/1997] lr: 7.500e-04, eta: 12:19:30, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8846, loss_cls: 1.1969, loss: 1.1969, grad_norm: 6.6093 2020-10-03 04:37:53,926 - mmaction - INFO - Epoch [79][1800/1997] lr: 7.500e-04, eta: 12:19:09, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8815, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.6535 2020-10-03 04:38:15,681 - mmaction - INFO - Epoch [79][1820/1997] lr: 7.500e-04, eta: 12:18:48, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8841, loss_cls: 1.2019, loss: 1.2019, grad_norm: 6.5832 2020-10-03 04:38:35,978 - mmaction - INFO - Epoch [79][1840/1997] lr: 7.500e-04, eta: 12:18:27, time: 1.014, data_time: 0.001, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8687, loss_cls: 1.2866, loss: 1.2866, grad_norm: 6.7045 2020-10-03 04:38:57,072 - mmaction - INFO - Epoch [79][1860/1997] lr: 7.500e-04, eta: 12:18:06, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8833, loss_cls: 1.1897, loss: 1.1897, grad_norm: 6.4995 2020-10-03 04:39:18,820 - mmaction - INFO - Epoch [79][1880/1997] lr: 7.500e-04, eta: 12:17:45, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8711, loss_cls: 1.2210, loss: 1.2210, grad_norm: 6.5792 2020-10-03 04:39:39,216 - mmaction - INFO - Epoch [79][1900/1997] lr: 7.500e-04, eta: 12:17:24, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8833, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.5365 2020-10-03 04:40:00,280 - mmaction - INFO - Epoch [79][1920/1997] lr: 7.500e-04, eta: 12:17:03, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.6956, top5_acc: 0.8727, loss_cls: 1.2343, loss: 1.2343, grad_norm: 6.5377 2020-10-03 04:40:20,897 - mmaction - INFO - Epoch [79][1940/1997] lr: 7.500e-04, eta: 12:16:41, time: 1.032, data_time: 0.003, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8779, loss_cls: 1.2072, loss: 1.2072, grad_norm: 6.5434 2020-10-03 04:40:42,680 - mmaction - INFO - Epoch [79][1960/1997] lr: 7.500e-04, eta: 12:16:21, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2348, loss: 1.2348, grad_norm: 6.6218 2020-10-03 04:41:03,337 - mmaction - INFO - Epoch [79][1980/1997] lr: 7.500e-04, eta: 12:15:59, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8766, loss_cls: 1.2203, loss: 1.2203, grad_norm: 6.6853 2020-10-03 04:41:20,643 - mmaction - INFO - Saving checkpoint at 79 epochs 2020-10-03 04:42:04,869 - mmaction - INFO - Epoch [80][20/1997] lr: 7.500e-04, eta: 12:15:22, time: 2.166, data_time: 1.088, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8938, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.4095 2020-10-03 04:42:26,544 - mmaction - INFO - Epoch [80][40/1997] lr: 7.500e-04, eta: 12:15:01, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8828, loss_cls: 1.2225, loss: 1.2225, grad_norm: 6.6712 2020-10-03 04:42:46,320 - mmaction - INFO - Epoch [80][60/1997] lr: 7.500e-04, eta: 12:14:39, time: 0.988, data_time: 0.001, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8865, loss_cls: 1.1794, loss: 1.1794, grad_norm: 6.6019 2020-10-03 04:43:08,962 - mmaction - INFO - Epoch [80][80/1997] lr: 7.500e-04, eta: 12:14:19, time: 1.132, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1905, loss: 1.1905, grad_norm: 6.5267 2020-10-03 04:43:28,717 - mmaction - INFO - Epoch [80][100/1997] lr: 7.500e-04, eta: 12:13:57, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8852, loss_cls: 1.1822, loss: 1.1822, grad_norm: 6.6773 2020-10-03 04:43:50,011 - mmaction - INFO - Epoch [80][120/1997] lr: 7.500e-04, eta: 12:13:36, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.2311, loss: 1.2311, grad_norm: 6.5690 2020-10-03 04:44:11,737 - mmaction - INFO - Epoch [80][140/1997] lr: 7.500e-04, eta: 12:13:15, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.4685 2020-10-03 04:44:33,145 - mmaction - INFO - Epoch [80][160/1997] lr: 7.500e-04, eta: 12:12:54, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1720, loss: 1.1720, grad_norm: 6.5906 2020-10-03 04:44:53,976 - mmaction - INFO - Epoch [80][180/1997] lr: 7.500e-04, eta: 12:12:33, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2238, loss: 1.2238, grad_norm: 6.7458 2020-10-03 04:45:15,072 - mmaction - INFO - Epoch [80][200/1997] lr: 7.500e-04, eta: 12:12:12, time: 1.055, data_time: 0.220, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8846, loss_cls: 1.1542, loss: 1.1542, grad_norm: 6.4349 2020-10-03 04:45:35,971 - mmaction - INFO - Epoch [80][220/1997] lr: 7.500e-04, eta: 12:11:51, time: 1.045, data_time: 0.048, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8841, loss_cls: 1.1760, loss: 1.1760, grad_norm: 6.5695 2020-10-03 04:45:57,814 - mmaction - INFO - Epoch [80][240/1997] lr: 7.500e-04, eta: 12:11:30, time: 1.093, data_time: 0.013, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8794, loss_cls: 1.2145, loss: 1.2145, grad_norm: 6.7412 2020-10-03 04:46:17,999 - mmaction - INFO - Epoch [80][260/1997] lr: 7.500e-04, eta: 12:11:09, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8789, loss_cls: 1.1956, loss: 1.1956, grad_norm: 6.4818 2020-10-03 04:46:39,702 - mmaction - INFO - Epoch [80][280/1997] lr: 7.500e-04, eta: 12:10:48, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8815, loss_cls: 1.1703, loss: 1.1703, grad_norm: 6.5170 2020-10-03 04:47:00,423 - mmaction - INFO - Epoch [80][300/1997] lr: 7.500e-04, eta: 12:10:27, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8826, loss_cls: 1.1924, loss: 1.1924, grad_norm: 6.7410 2020-10-03 04:47:22,038 - mmaction - INFO - Epoch [80][320/1997] lr: 7.500e-04, eta: 12:10:06, time: 1.080, data_time: 0.026, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8852, loss_cls: 1.1971, loss: 1.1971, grad_norm: 6.5916 2020-10-03 04:47:42,979 - mmaction - INFO - Epoch [80][340/1997] lr: 7.500e-04, eta: 12:09:45, time: 1.047, data_time: 0.053, memory: 8350, top1_acc: 0.6966, top5_acc: 0.8865, loss_cls: 1.2204, loss: 1.2204, grad_norm: 6.7357 2020-10-03 04:48:04,375 - mmaction - INFO - Epoch [80][360/1997] lr: 7.500e-04, eta: 12:09:24, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8721, loss_cls: 1.2356, loss: 1.2356, grad_norm: 6.6976 2020-10-03 04:48:24,850 - mmaction - INFO - Epoch [80][380/1997] lr: 7.500e-04, eta: 12:09:03, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8786, loss_cls: 1.2195, loss: 1.2195, grad_norm: 6.7281 2020-10-03 04:48:45,381 - mmaction - INFO - Epoch [80][400/1997] lr: 7.500e-04, eta: 12:08:42, time: 1.027, data_time: 0.007, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8844, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.4746 2020-10-03 04:49:05,726 - mmaction - INFO - Epoch [80][420/1997] lr: 7.500e-04, eta: 12:08:21, time: 1.018, data_time: 0.035, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8849, loss_cls: 1.2045, loss: 1.2045, grad_norm: 6.6439 2020-10-03 04:49:26,825 - mmaction - INFO - Epoch [80][440/1997] lr: 7.500e-04, eta: 12:07:59, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8721, loss_cls: 1.2279, loss: 1.2279, grad_norm: 6.5880 2020-10-03 04:49:47,819 - mmaction - INFO - Epoch [80][460/1997] lr: 7.500e-04, eta: 12:07:38, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8802, loss_cls: 1.2071, loss: 1.2071, grad_norm: 6.5855 2020-10-03 04:50:09,015 - mmaction - INFO - Epoch [80][480/1997] lr: 7.500e-04, eta: 12:07:17, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8812, loss_cls: 1.2041, loss: 1.2041, grad_norm: 6.7193 2020-10-03 04:50:30,393 - mmaction - INFO - Epoch [80][500/1997] lr: 7.500e-04, eta: 12:06:56, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8878, loss_cls: 1.1882, loss: 1.1882, grad_norm: 6.5664 2020-10-03 04:50:51,959 - mmaction - INFO - Epoch [80][520/1997] lr: 7.500e-04, eta: 12:06:36, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.7003, top5_acc: 0.8698, loss_cls: 1.2343, loss: 1.2343, grad_norm: 6.6849 2020-10-03 04:51:13,353 - mmaction - INFO - Epoch [80][540/1997] lr: 7.500e-04, eta: 12:06:15, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8818, loss_cls: 1.1989, loss: 1.1989, grad_norm: 6.6673 2020-10-03 04:51:34,433 - mmaction - INFO - Epoch [80][560/1997] lr: 7.500e-04, eta: 12:05:53, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8904, loss_cls: 1.1619, loss: 1.1619, grad_norm: 6.5940 2020-10-03 04:51:54,151 - mmaction - INFO - Epoch [80][580/1997] lr: 7.500e-04, eta: 12:05:32, time: 0.986, data_time: 0.001, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8914, loss_cls: 1.1643, loss: 1.1643, grad_norm: 6.5442 2020-10-03 04:52:15,829 - mmaction - INFO - Epoch [80][600/1997] lr: 7.500e-04, eta: 12:05:11, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.6878, top5_acc: 0.8688, loss_cls: 1.2915, loss: 1.2915, grad_norm: 6.8775 2020-10-03 04:52:37,670 - mmaction - INFO - Epoch [80][620/1997] lr: 7.500e-04, eta: 12:04:50, time: 1.093, data_time: 0.003, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2326, loss: 1.2326, grad_norm: 6.6834 2020-10-03 04:52:57,622 - mmaction - INFO - Epoch [80][640/1997] lr: 7.500e-04, eta: 12:04:29, time: 0.997, data_time: 0.001, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8802, loss_cls: 1.2152, loss: 1.2152, grad_norm: 6.6592 2020-10-03 04:53:20,325 - mmaction - INFO - Epoch [80][660/1997] lr: 7.500e-04, eta: 12:04:08, time: 1.135, data_time: 0.001, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8878, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.5206 2020-10-03 04:53:40,716 - mmaction - INFO - Epoch [80][680/1997] lr: 7.500e-04, eta: 12:03:47, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8786, loss_cls: 1.2386, loss: 1.2386, grad_norm: 6.8571 2020-10-03 04:54:02,123 - mmaction - INFO - Epoch [80][700/1997] lr: 7.500e-04, eta: 12:03:26, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8901, loss_cls: 1.1696, loss: 1.1696, grad_norm: 6.5316 2020-10-03 04:54:22,977 - mmaction - INFO - Epoch [80][720/1997] lr: 7.500e-04, eta: 12:03:05, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8823, loss_cls: 1.2252, loss: 1.2252, grad_norm: 6.7257 2020-10-03 04:54:43,651 - mmaction - INFO - Epoch [80][740/1997] lr: 7.500e-04, eta: 12:02:44, time: 1.035, data_time: 0.018, memory: 8350, top1_acc: 0.6995, top5_acc: 0.8763, loss_cls: 1.2318, loss: 1.2318, grad_norm: 6.7223 2020-10-03 04:55:05,704 - mmaction - INFO - Epoch [80][760/1997] lr: 7.500e-04, eta: 12:02:23, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2066, loss: 1.2066, grad_norm: 6.6252 2020-10-03 04:55:25,378 - mmaction - INFO - Epoch [80][780/1997] lr: 7.500e-04, eta: 12:02:02, time: 0.984, data_time: 0.003, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8794, loss_cls: 1.1866, loss: 1.1866, grad_norm: 6.5828 2020-10-03 04:55:45,814 - mmaction - INFO - Epoch [80][800/1997] lr: 7.500e-04, eta: 12:01:41, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8753, loss_cls: 1.2279, loss: 1.2279, grad_norm: 6.7707 2020-10-03 04:56:07,921 - mmaction - INFO - Epoch [80][820/1997] lr: 7.500e-04, eta: 12:01:20, time: 1.105, data_time: 0.001, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8872, loss_cls: 1.1766, loss: 1.1766, grad_norm: 6.5522 2020-10-03 04:56:28,714 - mmaction - INFO - Epoch [80][840/1997] lr: 7.500e-04, eta: 12:00:59, time: 1.040, data_time: 0.003, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2220, loss: 1.2220, grad_norm: 6.5814 2020-10-03 04:56:49,543 - mmaction - INFO - Epoch [80][860/1997] lr: 7.500e-04, eta: 12:00:38, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8823, loss_cls: 1.2222, loss: 1.2222, grad_norm: 6.5847 2020-10-03 04:57:10,228 - mmaction - INFO - Epoch [80][880/1997] lr: 7.500e-04, eta: 12:00:16, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8820, loss_cls: 1.1991, loss: 1.1991, grad_norm: 6.5289 2020-10-03 04:57:30,945 - mmaction - INFO - Epoch [80][900/1997] lr: 7.500e-04, eta: 11:59:55, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.2081, loss: 1.2081, grad_norm: 6.6179 2020-10-03 04:57:53,279 - mmaction - INFO - Epoch [80][920/1997] lr: 7.500e-04, eta: 11:59:35, time: 1.116, data_time: 0.001, memory: 8350, top1_acc: 0.6927, top5_acc: 0.8703, loss_cls: 1.2449, loss: 1.2449, grad_norm: 6.6555 2020-10-03 04:58:14,131 - mmaction - INFO - Epoch [80][940/1997] lr: 7.500e-04, eta: 11:59:13, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8815, loss_cls: 1.1944, loss: 1.1944, grad_norm: 6.5184 2020-10-03 04:58:34,423 - mmaction - INFO - Epoch [80][960/1997] lr: 7.500e-04, eta: 11:58:52, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8831, loss_cls: 1.1831, loss: 1.1831, grad_norm: 6.5804 2020-10-03 04:58:55,869 - mmaction - INFO - Epoch [80][980/1997] lr: 7.500e-04, eta: 11:58:31, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1931, loss: 1.1931, grad_norm: 6.5085 2020-10-03 04:59:16,808 - mmaction - INFO - Epoch [80][1000/1997] lr: 7.500e-04, eta: 11:58:10, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8820, loss_cls: 1.1691, loss: 1.1691, grad_norm: 6.4361 2020-10-03 04:59:36,596 - mmaction - INFO - Epoch [80][1020/1997] lr: 7.500e-04, eta: 11:57:49, time: 0.989, data_time: 0.011, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8786, loss_cls: 1.2150, loss: 1.2150, grad_norm: 6.7003 2020-10-03 04:59:57,996 - mmaction - INFO - Epoch [80][1040/1997] lr: 7.500e-04, eta: 11:57:28, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.7008, top5_acc: 0.8745, loss_cls: 1.2380, loss: 1.2380, grad_norm: 6.7502 2020-10-03 05:00:19,873 - mmaction - INFO - Epoch [80][1060/1997] lr: 7.500e-04, eta: 11:57:07, time: 1.093, data_time: 0.032, memory: 8350, top1_acc: 0.6904, top5_acc: 0.8734, loss_cls: 1.2623, loss: 1.2623, grad_norm: 6.8244 2020-10-03 05:00:41,405 - mmaction - INFO - Epoch [80][1080/1997] lr: 7.500e-04, eta: 11:56:46, time: 1.077, data_time: 0.003, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8859, loss_cls: 1.2034, loss: 1.2034, grad_norm: 6.7141 2020-10-03 05:01:02,872 - mmaction - INFO - Epoch [80][1100/1997] lr: 7.500e-04, eta: 11:56:25, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8872, loss_cls: 1.1869, loss: 1.1869, grad_norm: 6.6363 2020-10-03 05:01:24,280 - mmaction - INFO - Epoch [80][1120/1997] lr: 7.500e-04, eta: 11:56:04, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8799, loss_cls: 1.2404, loss: 1.2404, grad_norm: 6.8007 2020-10-03 05:01:43,674 - mmaction - INFO - Epoch [80][1140/1997] lr: 7.500e-04, eta: 11:55:43, time: 0.969, data_time: 0.001, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1930, loss: 1.1930, grad_norm: 6.6771 2020-10-03 05:02:05,680 - mmaction - INFO - Epoch [80][1160/1997] lr: 7.500e-04, eta: 11:55:22, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8732, loss_cls: 1.2483, loss: 1.2483, grad_norm: 6.5511 2020-10-03 05:02:27,286 - mmaction - INFO - Epoch [80][1180/1997] lr: 7.500e-04, eta: 11:55:01, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8841, loss_cls: 1.2006, loss: 1.2006, grad_norm: 6.6370 2020-10-03 05:02:48,211 - mmaction - INFO - Epoch [80][1200/1997] lr: 7.500e-04, eta: 11:54:40, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8776, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.7122 2020-10-03 05:03:08,966 - mmaction - INFO - Epoch [80][1220/1997] lr: 7.500e-04, eta: 11:54:19, time: 1.039, data_time: 0.003, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8859, loss_cls: 1.2051, loss: 1.2051, grad_norm: 6.5612 2020-10-03 05:03:29,273 - mmaction - INFO - Epoch [80][1240/1997] lr: 7.500e-04, eta: 11:53:57, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8711, loss_cls: 1.2421, loss: 1.2421, grad_norm: 6.7365 2020-10-03 05:03:50,329 - mmaction - INFO - Epoch [80][1260/1997] lr: 7.500e-04, eta: 11:53:36, time: 1.053, data_time: 0.029, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8870, loss_cls: 1.1968, loss: 1.1968, grad_norm: 6.5447 2020-10-03 05:04:11,811 - mmaction - INFO - Epoch [80][1280/1997] lr: 7.500e-04, eta: 11:53:15, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.6961, top5_acc: 0.8745, loss_cls: 1.2476, loss: 1.2476, grad_norm: 6.6547 2020-10-03 05:04:32,969 - mmaction - INFO - Epoch [80][1300/1997] lr: 7.500e-04, eta: 11:52:54, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8810, loss_cls: 1.2042, loss: 1.2042, grad_norm: 6.6745 2020-10-03 05:04:53,765 - mmaction - INFO - Epoch [80][1320/1997] lr: 7.500e-04, eta: 11:52:33, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8742, loss_cls: 1.2117, loss: 1.2117, grad_norm: 6.6096 2020-10-03 05:05:14,931 - mmaction - INFO - Epoch [80][1340/1997] lr: 7.500e-04, eta: 11:52:12, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8792, loss_cls: 1.2109, loss: 1.2109, grad_norm: 6.5466 2020-10-03 05:05:35,335 - mmaction - INFO - Epoch [80][1360/1997] lr: 7.500e-04, eta: 11:51:51, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8805, loss_cls: 1.1934, loss: 1.1934, grad_norm: 6.5368 2020-10-03 05:05:55,944 - mmaction - INFO - Epoch [80][1380/1997] lr: 7.500e-04, eta: 11:51:30, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8852, loss_cls: 1.1947, loss: 1.1947, grad_norm: 6.6711 2020-10-03 05:06:17,144 - mmaction - INFO - Epoch [80][1400/1997] lr: 7.500e-04, eta: 11:51:09, time: 1.061, data_time: 0.088, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8826, loss_cls: 1.1967, loss: 1.1967, grad_norm: 6.6124 2020-10-03 05:06:37,484 - mmaction - INFO - Epoch [80][1420/1997] lr: 7.500e-04, eta: 11:50:48, time: 1.016, data_time: 0.159, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8844, loss_cls: 1.1860, loss: 1.1860, grad_norm: 6.6274 2020-10-03 05:06:59,184 - mmaction - INFO - Epoch [80][1440/1997] lr: 7.500e-04, eta: 11:50:27, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8797, loss_cls: 1.1943, loss: 1.1943, grad_norm: 6.6157 2020-10-03 05:07:20,347 - mmaction - INFO - Epoch [80][1460/1997] lr: 7.500e-04, eta: 11:50:06, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8779, loss_cls: 1.2249, loss: 1.2249, grad_norm: 6.6664 2020-10-03 05:07:40,077 - mmaction - INFO - Epoch [80][1480/1997] lr: 7.500e-04, eta: 11:49:44, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8776, loss_cls: 1.1967, loss: 1.1967, grad_norm: 6.7138 2020-10-03 05:08:01,728 - mmaction - INFO - Epoch [80][1500/1997] lr: 7.500e-04, eta: 11:49:23, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1917, loss: 1.1917, grad_norm: 6.6335 2020-10-03 05:08:22,303 - mmaction - INFO - Epoch [80][1520/1997] lr: 7.500e-04, eta: 11:49:02, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8888, loss_cls: 1.1639, loss: 1.1639, grad_norm: 6.6311 2020-10-03 05:08:43,966 - mmaction - INFO - Epoch [80][1540/1997] lr: 7.500e-04, eta: 11:48:41, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8768, loss_cls: 1.2354, loss: 1.2354, grad_norm: 6.6743 2020-10-03 05:09:05,153 - mmaction - INFO - Epoch [80][1560/1997] lr: 7.500e-04, eta: 11:48:20, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8784, loss_cls: 1.2164, loss: 1.2164, grad_norm: 6.7211 2020-10-03 05:09:25,381 - mmaction - INFO - Epoch [80][1580/1997] lr: 7.500e-04, eta: 11:47:59, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8896, loss_cls: 1.1644, loss: 1.1644, grad_norm: 6.5361 2020-10-03 05:09:45,898 - mmaction - INFO - Epoch [80][1600/1997] lr: 7.500e-04, eta: 11:47:38, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8799, loss_cls: 1.2102, loss: 1.2102, grad_norm: 6.5191 2020-10-03 05:10:07,738 - mmaction - INFO - Epoch [80][1620/1997] lr: 7.500e-04, eta: 11:47:17, time: 1.090, data_time: 0.001, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8826, loss_cls: 1.2019, loss: 1.2019, grad_norm: 6.5478 2020-10-03 05:10:29,128 - mmaction - INFO - Epoch [80][1640/1997] lr: 7.500e-04, eta: 11:46:56, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8805, loss_cls: 1.2295, loss: 1.2295, grad_norm: 6.6889 2020-10-03 05:10:49,314 - mmaction - INFO - Epoch [80][1660/1997] lr: 7.500e-04, eta: 11:46:35, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8771, loss_cls: 1.2535, loss: 1.2535, grad_norm: 6.8666 2020-10-03 05:11:10,670 - mmaction - INFO - Epoch [80][1680/1997] lr: 7.500e-04, eta: 11:46:14, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.6937, top5_acc: 0.8753, loss_cls: 1.2435, loss: 1.2435, grad_norm: 6.7536 2020-10-03 05:11:30,982 - mmaction - INFO - Epoch [80][1700/1997] lr: 7.500e-04, eta: 11:45:53, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8753, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.7480 2020-10-03 05:11:51,915 - mmaction - INFO - Epoch [80][1720/1997] lr: 7.500e-04, eta: 11:45:32, time: 1.047, data_time: 0.134, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8854, loss_cls: 1.1930, loss: 1.1930, grad_norm: 6.6681 2020-10-03 05:12:13,304 - mmaction - INFO - Epoch [80][1740/1997] lr: 7.500e-04, eta: 11:45:11, time: 1.070, data_time: 0.195, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8812, loss_cls: 1.1973, loss: 1.1973, grad_norm: 6.6229 2020-10-03 05:12:34,275 - mmaction - INFO - Epoch [80][1760/1997] lr: 7.500e-04, eta: 11:44:50, time: 1.048, data_time: 0.125, memory: 8350, top1_acc: 0.6953, top5_acc: 0.8729, loss_cls: 1.2471, loss: 1.2471, grad_norm: 6.5955 2020-10-03 05:12:55,370 - mmaction - INFO - Epoch [80][1780/1997] lr: 7.500e-04, eta: 11:44:28, time: 1.056, data_time: 0.008, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8779, loss_cls: 1.1902, loss: 1.1902, grad_norm: 6.4885 2020-10-03 05:13:16,328 - mmaction - INFO - Epoch [80][1800/1997] lr: 7.500e-04, eta: 11:44:07, time: 1.048, data_time: 0.020, memory: 8350, top1_acc: 0.6935, top5_acc: 0.8747, loss_cls: 1.2574, loss: 1.2574, grad_norm: 6.9015 2020-10-03 05:13:37,251 - mmaction - INFO - Epoch [80][1820/1997] lr: 7.500e-04, eta: 11:43:46, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8836, loss_cls: 1.2040, loss: 1.2040, grad_norm: 6.5857 2020-10-03 05:13:59,164 - mmaction - INFO - Epoch [80][1840/1997] lr: 7.500e-04, eta: 11:43:25, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2381, loss: 1.2381, grad_norm: 6.7304 2020-10-03 05:14:19,736 - mmaction - INFO - Epoch [80][1860/1997] lr: 7.500e-04, eta: 11:43:04, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8732, loss_cls: 1.2522, loss: 1.2522, grad_norm: 6.6074 2020-10-03 05:14:40,163 - mmaction - INFO - Epoch [80][1880/1997] lr: 7.500e-04, eta: 11:42:43, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8823, loss_cls: 1.2171, loss: 1.2171, grad_norm: 6.6706 2020-10-03 05:15:00,729 - mmaction - INFO - Epoch [80][1900/1997] lr: 7.500e-04, eta: 11:42:22, time: 1.028, data_time: 0.035, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8802, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.7058 2020-10-03 05:15:22,502 - mmaction - INFO - Epoch [80][1920/1997] lr: 7.500e-04, eta: 11:42:01, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8841, loss_cls: 1.1758, loss: 1.1758, grad_norm: 6.5674 2020-10-03 05:15:43,933 - mmaction - INFO - Epoch [80][1940/1997] lr: 7.500e-04, eta: 11:41:40, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8747, loss_cls: 1.2468, loss: 1.2468, grad_norm: 6.6804 2020-10-03 05:16:04,153 - mmaction - INFO - Epoch [80][1960/1997] lr: 7.500e-04, eta: 11:41:19, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8792, loss_cls: 1.2316, loss: 1.2316, grad_norm: 6.5688 2020-10-03 05:16:24,372 - mmaction - INFO - Epoch [80][1980/1997] lr: 7.500e-04, eta: 11:40:58, time: 1.012, data_time: 0.003, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8776, loss_cls: 1.2363, loss: 1.2363, grad_norm: 6.7156 2020-10-03 05:16:43,940 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-10-03 05:19:36,752 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 05:19:38,287 - mmaction - INFO - top1_acc 0.7258 top5_acc 0.9109 2020-10-03 05:19:38,288 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 05:19:38,365 - mmaction - INFO - mean_acc 0.7248 2020-10-03 05:19:38,365 - mmaction - INFO - Now best checkpoint is epoch_80.pth 2020-10-03 05:19:38,383 - mmaction - INFO - Epoch(val) [80][1997] top1_acc: 0.7258, top5_acc: 0.9109, mean_class_accuracy: 0.7248 2020-10-03 05:20:20,538 - mmaction - INFO - Epoch [81][20/1997] lr: 7.500e-05, eta: 11:40:19, time: 2.105, data_time: 0.996, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8854, loss_cls: 1.2014, loss: 1.2014, grad_norm: 6.6733 2020-10-03 05:20:41,909 - mmaction - INFO - Epoch [81][40/1997] lr: 7.500e-05, eta: 11:39:58, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8794, loss_cls: 1.2094, loss: 1.2094, grad_norm: 6.5890 2020-10-03 05:21:02,736 - mmaction - INFO - Epoch [81][60/1997] lr: 7.500e-05, eta: 11:39:37, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8839, loss_cls: 1.1785, loss: 1.1785, grad_norm: 6.4899 2020-10-03 05:21:25,246 - mmaction - INFO - Epoch [81][80/1997] lr: 7.500e-05, eta: 11:39:17, time: 1.126, data_time: 0.002, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8930, loss_cls: 1.1506, loss: 1.1506, grad_norm: 6.5084 2020-10-03 05:21:45,888 - mmaction - INFO - Epoch [81][100/1997] lr: 7.500e-05, eta: 11:38:56, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.7023, top5_acc: 0.8870, loss_cls: 1.1930, loss: 1.1930, grad_norm: 6.6060 2020-10-03 05:22:08,233 - mmaction - INFO - Epoch [81][120/1997] lr: 7.500e-05, eta: 11:38:35, time: 1.117, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8813, loss_cls: 1.2048, loss: 1.2048, grad_norm: 6.7002 2020-10-03 05:22:29,091 - mmaction - INFO - Epoch [81][140/1997] lr: 7.500e-05, eta: 11:38:14, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8935, loss_cls: 1.1702, loss: 1.1702, grad_norm: 6.5178 2020-10-03 05:22:48,905 - mmaction - INFO - Epoch [81][160/1997] lr: 7.500e-05, eta: 11:37:52, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8867, loss_cls: 1.1922, loss: 1.1922, grad_norm: 6.6669 2020-10-03 05:23:10,146 - mmaction - INFO - Epoch [81][180/1997] lr: 7.500e-05, eta: 11:37:31, time: 1.063, data_time: 0.003, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8779, loss_cls: 1.2256, loss: 1.2256, grad_norm: 6.5846 2020-10-03 05:23:31,710 - mmaction - INFO - Epoch [81][200/1997] lr: 7.500e-05, eta: 11:37:10, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8831, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.6904 2020-10-03 05:23:51,811 - mmaction - INFO - Epoch [81][220/1997] lr: 7.500e-05, eta: 11:36:49, time: 1.004, data_time: 0.001, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.3135 2020-10-03 05:24:13,849 - mmaction - INFO - Epoch [81][240/1997] lr: 7.500e-05, eta: 11:36:28, time: 1.102, data_time: 0.003, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8891, loss_cls: 1.1756, loss: 1.1756, grad_norm: 6.5826 2020-10-03 05:24:36,104 - mmaction - INFO - Epoch [81][260/1997] lr: 7.500e-05, eta: 11:36:08, time: 1.114, data_time: 0.003, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8904, loss_cls: 1.1806, loss: 1.1806, grad_norm: 6.6926 2020-10-03 05:24:56,577 - mmaction - INFO - Epoch [81][280/1997] lr: 7.500e-05, eta: 11:35:46, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8927, loss_cls: 1.1514, loss: 1.1514, grad_norm: 6.4876 2020-10-03 05:25:16,356 - mmaction - INFO - Epoch [81][300/1997] lr: 7.500e-05, eta: 11:35:25, time: 0.989, data_time: 0.003, memory: 8350, top1_acc: 0.6984, top5_acc: 0.8760, loss_cls: 1.2542, loss: 1.2542, grad_norm: 6.8173 2020-10-03 05:25:37,188 - mmaction - INFO - Epoch [81][320/1997] lr: 7.500e-05, eta: 11:35:04, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8812, loss_cls: 1.1929, loss: 1.1929, grad_norm: 6.6599 2020-10-03 05:25:58,419 - mmaction - INFO - Epoch [81][340/1997] lr: 7.500e-05, eta: 11:34:43, time: 1.061, data_time: 0.011, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8867, loss_cls: 1.1530, loss: 1.1530, grad_norm: 6.4122 2020-10-03 05:26:19,939 - mmaction - INFO - Epoch [81][360/1997] lr: 7.500e-05, eta: 11:34:22, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8904, loss_cls: 1.1788, loss: 1.1788, grad_norm: 6.6004 2020-10-03 05:26:41,031 - mmaction - INFO - Epoch [81][380/1997] lr: 7.500e-05, eta: 11:34:01, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7372, top5_acc: 0.8919, loss_cls: 1.1277, loss: 1.1277, grad_norm: 6.5861 2020-10-03 05:27:01,690 - mmaction - INFO - Epoch [81][400/1997] lr: 7.500e-05, eta: 11:33:40, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8867, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.6459 2020-10-03 05:27:23,159 - mmaction - INFO - Epoch [81][420/1997] lr: 7.500e-05, eta: 11:33:19, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8841, loss_cls: 1.1985, loss: 1.1985, grad_norm: 6.7397 2020-10-03 05:27:44,887 - mmaction - INFO - Epoch [81][440/1997] lr: 7.500e-05, eta: 11:32:58, time: 1.087, data_time: 0.003, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8823, loss_cls: 1.2173, loss: 1.2173, grad_norm: 6.6503 2020-10-03 05:28:05,219 - mmaction - INFO - Epoch [81][460/1997] lr: 7.500e-05, eta: 11:32:37, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.7320, top5_acc: 0.8901, loss_cls: 1.1460, loss: 1.1460, grad_norm: 6.3512 2020-10-03 05:28:26,729 - mmaction - INFO - Epoch [81][480/1997] lr: 7.500e-05, eta: 11:32:16, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8911, loss_cls: 1.1596, loss: 1.1596, grad_norm: 6.4823 2020-10-03 05:28:48,978 - mmaction - INFO - Epoch [81][500/1997] lr: 7.500e-05, eta: 11:31:55, time: 1.113, data_time: 0.002, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8875, loss_cls: 1.1812, loss: 1.1812, grad_norm: 6.5870 2020-10-03 05:29:09,778 - mmaction - INFO - Epoch [81][520/1997] lr: 7.500e-05, eta: 11:31:34, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8807, loss_cls: 1.1963, loss: 1.1963, grad_norm: 6.6505 2020-10-03 05:29:31,123 - mmaction - INFO - Epoch [81][540/1997] lr: 7.500e-05, eta: 11:31:13, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8844, loss_cls: 1.1649, loss: 1.1649, grad_norm: 6.4517 2020-10-03 05:29:51,690 - mmaction - INFO - Epoch [81][560/1997] lr: 7.500e-05, eta: 11:30:52, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8799, loss_cls: 1.1653, loss: 1.1653, grad_norm: 6.5158 2020-10-03 05:30:12,957 - mmaction - INFO - Epoch [81][580/1997] lr: 7.500e-05, eta: 11:30:31, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8870, loss_cls: 1.1731, loss: 1.1731, grad_norm: 6.5797 2020-10-03 05:30:34,614 - mmaction - INFO - Epoch [81][600/1997] lr: 7.500e-05, eta: 11:30:10, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1884, loss: 1.1884, grad_norm: 6.5254 2020-10-03 05:30:55,663 - mmaction - INFO - Epoch [81][620/1997] lr: 7.500e-05, eta: 11:29:49, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8930, loss_cls: 1.1833, loss: 1.1833, grad_norm: 6.6371 2020-10-03 05:31:15,447 - mmaction - INFO - Epoch [81][640/1997] lr: 7.500e-05, eta: 11:29:27, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8823, loss_cls: 1.1883, loss: 1.1883, grad_norm: 6.5859 2020-10-03 05:31:37,497 - mmaction - INFO - Epoch [81][660/1997] lr: 7.500e-05, eta: 11:29:07, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.5417 2020-10-03 05:31:57,991 - mmaction - INFO - Epoch [81][680/1997] lr: 7.500e-05, eta: 11:28:45, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8904, loss_cls: 1.1332, loss: 1.1332, grad_norm: 6.4416 2020-10-03 05:32:19,663 - mmaction - INFO - Epoch [81][700/1997] lr: 7.500e-05, eta: 11:28:24, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8849, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.3886 2020-10-03 05:32:40,887 - mmaction - INFO - Epoch [81][720/1997] lr: 7.500e-05, eta: 11:28:03, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8885, loss_cls: 1.1628, loss: 1.1628, grad_norm: 6.4808 2020-10-03 05:33:00,601 - mmaction - INFO - Epoch [81][740/1997] lr: 7.500e-05, eta: 11:27:42, time: 0.985, data_time: 0.001, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8844, loss_cls: 1.1907, loss: 1.1907, grad_norm: 6.5655 2020-10-03 05:33:22,165 - mmaction - INFO - Epoch [81][760/1997] lr: 7.500e-05, eta: 11:27:21, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8904, loss_cls: 1.1744, loss: 1.1744, grad_norm: 6.5662 2020-10-03 05:33:43,077 - mmaction - INFO - Epoch [81][780/1997] lr: 7.500e-05, eta: 11:27:00, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8841, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.5958 2020-10-03 05:34:02,856 - mmaction - INFO - Epoch [81][800/1997] lr: 7.500e-05, eta: 11:26:39, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.4719 2020-10-03 05:34:25,294 - mmaction - INFO - Epoch [81][820/1997] lr: 7.500e-05, eta: 11:26:18, time: 1.122, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8849, loss_cls: 1.1870, loss: 1.1870, grad_norm: 6.6727 2020-10-03 05:34:47,516 - mmaction - INFO - Epoch [81][840/1997] lr: 7.500e-05, eta: 11:25:57, time: 1.111, data_time: 0.002, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8854, loss_cls: 1.1623, loss: 1.1623, grad_norm: 6.6017 2020-10-03 05:35:08,688 - mmaction - INFO - Epoch [81][860/1997] lr: 7.500e-05, eta: 11:25:36, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8771, loss_cls: 1.2023, loss: 1.2023, grad_norm: 6.5210 2020-10-03 05:35:29,510 - mmaction - INFO - Epoch [81][880/1997] lr: 7.500e-05, eta: 11:25:15, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8872, loss_cls: 1.1440, loss: 1.1440, grad_norm: 6.4386 2020-10-03 05:35:49,646 - mmaction - INFO - Epoch [81][900/1997] lr: 7.500e-05, eta: 11:24:54, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8893, loss_cls: 1.1526, loss: 1.1526, grad_norm: 6.6276 2020-10-03 05:36:11,807 - mmaction - INFO - Epoch [81][920/1997] lr: 7.500e-05, eta: 11:24:33, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1851, loss: 1.1851, grad_norm: 6.6840 2020-10-03 05:36:33,608 - mmaction - INFO - Epoch [81][940/1997] lr: 7.500e-05, eta: 11:24:12, time: 1.089, data_time: 0.114, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8859, loss_cls: 1.1827, loss: 1.1827, grad_norm: 6.6794 2020-10-03 05:36:53,984 - mmaction - INFO - Epoch [81][960/1997] lr: 7.500e-05, eta: 11:23:51, time: 1.019, data_time: 0.027, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8854, loss_cls: 1.2031, loss: 1.2031, grad_norm: 6.7520 2020-10-03 05:37:14,642 - mmaction - INFO - Epoch [81][980/1997] lr: 7.500e-05, eta: 11:23:30, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8878, loss_cls: 1.1558, loss: 1.1558, grad_norm: 6.6539 2020-10-03 05:37:35,317 - mmaction - INFO - Epoch [81][1000/1997] lr: 7.500e-05, eta: 11:23:09, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8828, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.3092 2020-10-03 05:37:56,697 - mmaction - INFO - Epoch [81][1020/1997] lr: 7.500e-05, eta: 11:22:48, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8943, loss_cls: 1.1587, loss: 1.1587, grad_norm: 6.5672 2020-10-03 05:38:17,552 - mmaction - INFO - Epoch [81][1040/1997] lr: 7.500e-05, eta: 11:22:27, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8870, loss_cls: 1.1578, loss: 1.1578, grad_norm: 6.6176 2020-10-03 05:38:38,780 - mmaction - INFO - Epoch [81][1060/1997] lr: 7.500e-05, eta: 11:22:06, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8839, loss_cls: 1.1805, loss: 1.1805, grad_norm: 6.5860 2020-10-03 05:39:00,473 - mmaction - INFO - Epoch [81][1080/1997] lr: 7.500e-05, eta: 11:21:45, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8792, loss_cls: 1.2113, loss: 1.2113, grad_norm: 6.8089 2020-10-03 05:39:21,354 - mmaction - INFO - Epoch [81][1100/1997] lr: 7.500e-05, eta: 11:21:24, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1701, loss: 1.1701, grad_norm: 6.7329 2020-10-03 05:39:41,535 - mmaction - INFO - Epoch [81][1120/1997] lr: 7.500e-05, eta: 11:21:02, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8792, loss_cls: 1.1887, loss: 1.1887, grad_norm: 6.6248 2020-10-03 05:40:03,954 - mmaction - INFO - Epoch [81][1140/1997] lr: 7.500e-05, eta: 11:20:42, time: 1.121, data_time: 0.001, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8826, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.6646 2020-10-03 05:40:23,740 - mmaction - INFO - Epoch [81][1160/1997] lr: 7.500e-05, eta: 11:20:20, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8813, loss_cls: 1.1964, loss: 1.1964, grad_norm: 6.5906 2020-10-03 05:40:44,819 - mmaction - INFO - Epoch [81][1180/1997] lr: 7.500e-05, eta: 11:19:59, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8919, loss_cls: 1.1440, loss: 1.1440, grad_norm: 6.4925 2020-10-03 05:41:06,669 - mmaction - INFO - Epoch [81][1200/1997] lr: 7.500e-05, eta: 11:19:38, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8937, loss_cls: 1.1273, loss: 1.1273, grad_norm: 6.4673 2020-10-03 05:41:26,296 - mmaction - INFO - Epoch [81][1220/1997] lr: 7.500e-05, eta: 11:19:17, time: 0.982, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8807, loss_cls: 1.1753, loss: 1.1753, grad_norm: 6.5394 2020-10-03 05:41:48,904 - mmaction - INFO - Epoch [81][1240/1997] lr: 7.500e-05, eta: 11:18:56, time: 1.130, data_time: 0.001, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8865, loss_cls: 1.1359, loss: 1.1359, grad_norm: 6.4266 2020-10-03 05:42:10,508 - mmaction - INFO - Epoch [81][1260/1997] lr: 7.500e-05, eta: 11:18:35, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8870, loss_cls: 1.1590, loss: 1.1590, grad_norm: 6.5733 2020-10-03 05:42:29,961 - mmaction - INFO - Epoch [81][1280/1997] lr: 7.500e-05, eta: 11:18:14, time: 0.972, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8799, loss_cls: 1.2092, loss: 1.2092, grad_norm: 6.6025 2020-10-03 05:42:51,244 - mmaction - INFO - Epoch [81][1300/1997] lr: 7.500e-05, eta: 11:17:53, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8812, loss_cls: 1.1782, loss: 1.1782, grad_norm: 6.5685 2020-10-03 05:43:12,508 - mmaction - INFO - Epoch [81][1320/1997] lr: 7.500e-05, eta: 11:17:32, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8849, loss_cls: 1.1698, loss: 1.1698, grad_norm: 6.6037 2020-10-03 05:43:34,632 - mmaction - INFO - Epoch [81][1340/1997] lr: 7.500e-05, eta: 11:17:11, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1246, loss: 1.1246, grad_norm: 6.4024 2020-10-03 05:43:53,973 - mmaction - INFO - Epoch [81][1360/1997] lr: 7.500e-05, eta: 11:16:50, time: 0.967, data_time: 0.001, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8857, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.5581 2020-10-03 05:44:15,309 - mmaction - INFO - Epoch [81][1380/1997] lr: 7.500e-05, eta: 11:16:29, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8857, loss_cls: 1.1771, loss: 1.1771, grad_norm: 6.5997 2020-10-03 05:44:37,018 - mmaction - INFO - Epoch [81][1400/1997] lr: 7.500e-05, eta: 11:16:08, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8768, loss_cls: 1.2018, loss: 1.2018, grad_norm: 6.7089 2020-10-03 05:44:57,384 - mmaction - INFO - Epoch [81][1420/1997] lr: 7.500e-05, eta: 11:15:47, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8818, loss_cls: 1.2098, loss: 1.2098, grad_norm: 6.5558 2020-10-03 05:45:19,597 - mmaction - INFO - Epoch [81][1440/1997] lr: 7.500e-05, eta: 11:15:26, time: 1.110, data_time: 0.001, memory: 8350, top1_acc: 0.7018, top5_acc: 0.8771, loss_cls: 1.2127, loss: 1.2127, grad_norm: 6.7405 2020-10-03 05:45:40,286 - mmaction - INFO - Epoch [81][1460/1997] lr: 7.500e-05, eta: 11:15:05, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8878, loss_cls: 1.1592, loss: 1.1592, grad_norm: 6.5146 2020-10-03 05:46:00,864 - mmaction - INFO - Epoch [81][1480/1997] lr: 7.500e-05, eta: 11:14:43, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8893, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.6318 2020-10-03 05:46:22,430 - mmaction - INFO - Epoch [81][1500/1997] lr: 7.500e-05, eta: 11:14:23, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8940, loss_cls: 1.1371, loss: 1.1371, grad_norm: 6.6023 2020-10-03 05:46:42,204 - mmaction - INFO - Epoch [81][1520/1997] lr: 7.500e-05, eta: 11:14:01, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8823, loss_cls: 1.1986, loss: 1.1986, grad_norm: 6.7260 2020-10-03 05:47:03,380 - mmaction - INFO - Epoch [81][1540/1997] lr: 7.500e-05, eta: 11:13:40, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8852, loss_cls: 1.1850, loss: 1.1850, grad_norm: 6.5955 2020-10-03 05:47:24,172 - mmaction - INFO - Epoch [81][1560/1997] lr: 7.500e-05, eta: 11:13:19, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8859, loss_cls: 1.1704, loss: 1.1704, grad_norm: 6.5651 2020-10-03 05:47:45,514 - mmaction - INFO - Epoch [81][1580/1997] lr: 7.500e-05, eta: 11:12:58, time: 1.068, data_time: 0.003, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8839, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.5620 2020-10-03 05:48:06,971 - mmaction - INFO - Epoch [81][1600/1997] lr: 7.500e-05, eta: 11:12:37, time: 1.073, data_time: 0.175, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8888, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.7252 2020-10-03 05:48:27,411 - mmaction - INFO - Epoch [81][1620/1997] lr: 7.500e-05, eta: 11:12:16, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8799, loss_cls: 1.2048, loss: 1.2048, grad_norm: 6.7421 2020-10-03 05:48:48,925 - mmaction - INFO - Epoch [81][1640/1997] lr: 7.500e-05, eta: 11:11:55, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2509, loss: 1.2509, grad_norm: 6.7505 2020-10-03 05:49:09,635 - mmaction - INFO - Epoch [81][1660/1997] lr: 7.500e-05, eta: 11:11:34, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8854, loss_cls: 1.1721, loss: 1.1721, grad_norm: 6.6492 2020-10-03 05:49:30,033 - mmaction - INFO - Epoch [81][1680/1997] lr: 7.500e-05, eta: 11:11:13, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8815, loss_cls: 1.1850, loss: 1.1850, grad_norm: 6.5672 2020-10-03 05:49:50,710 - mmaction - INFO - Epoch [81][1700/1997] lr: 7.500e-05, eta: 11:10:51, time: 1.034, data_time: 0.259, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8888, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.7159 2020-10-03 05:50:12,570 - mmaction - INFO - Epoch [81][1720/1997] lr: 7.500e-05, eta: 11:10:31, time: 1.093, data_time: 0.340, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.2087, loss: 1.2087, grad_norm: 6.7489 2020-10-03 05:50:33,285 - mmaction - INFO - Epoch [81][1740/1997] lr: 7.500e-05, eta: 11:10:09, time: 1.036, data_time: 0.249, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8956, loss_cls: 1.1342, loss: 1.1342, grad_norm: 6.6079 2020-10-03 05:50:54,093 - mmaction - INFO - Epoch [81][1760/1997] lr: 7.500e-05, eta: 11:09:48, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8893, loss_cls: 1.1593, loss: 1.1593, grad_norm: 6.6545 2020-10-03 05:51:14,788 - mmaction - INFO - Epoch [81][1780/1997] lr: 7.500e-05, eta: 11:09:27, time: 1.035, data_time: 0.032, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8872, loss_cls: 1.1696, loss: 1.1696, grad_norm: 6.6186 2020-10-03 05:51:36,047 - mmaction - INFO - Epoch [81][1800/1997] lr: 7.500e-05, eta: 11:09:06, time: 1.063, data_time: 0.009, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8836, loss_cls: 1.1601, loss: 1.1601, grad_norm: 6.4899 2020-10-03 05:51:55,903 - mmaction - INFO - Epoch [81][1820/1997] lr: 7.500e-05, eta: 11:08:45, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8820, loss_cls: 1.1916, loss: 1.1916, grad_norm: 6.6310 2020-10-03 05:52:17,880 - mmaction - INFO - Epoch [81][1840/1997] lr: 7.500e-05, eta: 11:08:24, time: 1.099, data_time: 0.020, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1858, loss: 1.1858, grad_norm: 6.7084 2020-10-03 05:52:38,564 - mmaction - INFO - Epoch [81][1860/1997] lr: 7.500e-05, eta: 11:08:03, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8885, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.7268 2020-10-03 05:53:00,354 - mmaction - INFO - Epoch [81][1880/1997] lr: 7.500e-05, eta: 11:07:42, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7326, top5_acc: 0.8906, loss_cls: 1.1280, loss: 1.1280, grad_norm: 6.4887 2020-10-03 05:53:22,452 - mmaction - INFO - Epoch [81][1900/1997] lr: 7.500e-05, eta: 11:07:21, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8846, loss_cls: 1.1676, loss: 1.1676, grad_norm: 6.5496 2020-10-03 05:53:41,846 - mmaction - INFO - Epoch [81][1920/1997] lr: 7.500e-05, eta: 11:07:00, time: 0.969, data_time: 0.002, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8833, loss_cls: 1.1683, loss: 1.1683, grad_norm: 6.5054 2020-10-03 05:54:03,189 - mmaction - INFO - Epoch [81][1940/1997] lr: 7.500e-05, eta: 11:06:39, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7313, top5_acc: 0.8846, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.4516 2020-10-03 05:54:24,872 - mmaction - INFO - Epoch [81][1960/1997] lr: 7.500e-05, eta: 11:06:18, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8781, loss_cls: 1.1885, loss: 1.1885, grad_norm: 6.6707 2020-10-03 05:54:44,979 - mmaction - INFO - Epoch [81][1980/1997] lr: 7.500e-05, eta: 11:05:57, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8904, loss_cls: 1.1586, loss: 1.1586, grad_norm: 6.6878 2020-10-03 05:55:02,961 - mmaction - INFO - Saving checkpoint at 81 epochs 2020-10-03 05:55:49,314 - mmaction - INFO - Epoch [82][20/1997] lr: 7.500e-05, eta: 11:05:19, time: 2.243, data_time: 1.003, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8883, loss_cls: 1.1660, loss: 1.1660, grad_norm: 6.7148 2020-10-03 05:56:10,388 - mmaction - INFO - Epoch [82][40/1997] lr: 7.500e-05, eta: 11:04:58, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8826, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.7185 2020-10-03 05:56:30,365 - mmaction - INFO - Epoch [82][60/1997] lr: 7.500e-05, eta: 11:04:37, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7328, top5_acc: 0.8862, loss_cls: 1.1370, loss: 1.1370, grad_norm: 6.3964 2020-10-03 05:56:52,688 - mmaction - INFO - Epoch [82][80/1997] lr: 7.500e-05, eta: 11:04:16, time: 1.115, data_time: 0.001, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8846, loss_cls: 1.1848, loss: 1.1848, grad_norm: 6.6707 2020-10-03 05:57:13,897 - mmaction - INFO - Epoch [82][100/1997] lr: 7.500e-05, eta: 11:03:55, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.4936 2020-10-03 05:57:34,959 - mmaction - INFO - Epoch [82][120/1997] lr: 7.500e-05, eta: 11:03:34, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8854, loss_cls: 1.1513, loss: 1.1513, grad_norm: 6.5612 2020-10-03 05:57:55,537 - mmaction - INFO - Epoch [82][140/1997] lr: 7.500e-05, eta: 11:03:13, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8857, loss_cls: 1.1734, loss: 1.1734, grad_norm: 6.7291 2020-10-03 05:58:15,399 - mmaction - INFO - Epoch [82][160/1997] lr: 7.500e-05, eta: 11:02:51, time: 0.993, data_time: 0.007, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8854, loss_cls: 1.1488, loss: 1.1488, grad_norm: 6.6493 2020-10-03 05:58:37,235 - mmaction - INFO - Epoch [82][180/1997] lr: 7.500e-05, eta: 11:02:31, time: 1.091, data_time: 0.099, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8833, loss_cls: 1.1792, loss: 1.1792, grad_norm: 6.6036 2020-10-03 05:58:59,019 - mmaction - INFO - Epoch [82][200/1997] lr: 7.500e-05, eta: 11:02:10, time: 1.089, data_time: 0.197, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8888, loss_cls: 1.1531, loss: 1.1531, grad_norm: 6.6806 2020-10-03 05:59:19,280 - mmaction - INFO - Epoch [82][220/1997] lr: 7.500e-05, eta: 11:01:48, time: 1.012, data_time: 0.021, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8914, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.4274 2020-10-03 05:59:41,002 - mmaction - INFO - Epoch [82][240/1997] lr: 7.500e-05, eta: 11:01:28, time: 1.086, data_time: 0.003, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8966, loss_cls: 1.1359, loss: 1.1359, grad_norm: 6.7300 2020-10-03 06:00:03,006 - mmaction - INFO - Epoch [82][260/1997] lr: 7.500e-05, eta: 11:01:07, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8888, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.6568 2020-10-03 06:00:23,956 - mmaction - INFO - Epoch [82][280/1997] lr: 7.500e-05, eta: 11:00:46, time: 1.049, data_time: 0.230, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8872, loss_cls: 1.1694, loss: 1.1694, grad_norm: 6.7064 2020-10-03 06:00:45,880 - mmaction - INFO - Epoch [82][300/1997] lr: 7.500e-05, eta: 11:00:25, time: 1.097, data_time: 0.293, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1961, loss: 1.1961, grad_norm: 6.6386 2020-10-03 06:01:06,191 - mmaction - INFO - Epoch [82][320/1997] lr: 7.500e-05, eta: 11:00:04, time: 1.016, data_time: 0.105, memory: 8350, top1_acc: 0.6943, top5_acc: 0.8784, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.8548 2020-10-03 06:01:25,720 - mmaction - INFO - Epoch [82][340/1997] lr: 7.500e-05, eta: 10:59:42, time: 0.975, data_time: 0.088, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8820, loss_cls: 1.1888, loss: 1.1888, grad_norm: 6.5802 2020-10-03 06:01:46,464 - mmaction - INFO - Epoch [82][360/1997] lr: 7.500e-05, eta: 10:59:21, time: 1.038, data_time: 0.094, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.2157, loss: 1.2157, grad_norm: 6.8232 2020-10-03 06:02:08,553 - mmaction - INFO - Epoch [82][380/1997] lr: 7.500e-05, eta: 10:59:00, time: 1.105, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8865, loss_cls: 1.1507, loss: 1.1507, grad_norm: 6.6824 2020-10-03 06:02:29,315 - mmaction - INFO - Epoch [82][400/1997] lr: 7.500e-05, eta: 10:58:39, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8854, loss_cls: 1.1650, loss: 1.1650, grad_norm: 6.5638 2020-10-03 06:02:50,117 - mmaction - INFO - Epoch [82][420/1997] lr: 7.500e-05, eta: 10:58:18, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8818, loss_cls: 1.2063, loss: 1.2063, grad_norm: 6.8129 2020-10-03 06:03:11,995 - mmaction - INFO - Epoch [82][440/1997] lr: 7.500e-05, eta: 10:57:57, time: 1.095, data_time: 0.003, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8927, loss_cls: 1.1620, loss: 1.1620, grad_norm: 6.7972 2020-10-03 06:03:31,603 - mmaction - INFO - Epoch [82][460/1997] lr: 7.500e-05, eta: 10:57:36, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8826, loss_cls: 1.1864, loss: 1.1864, grad_norm: 6.7428 2020-10-03 06:03:54,194 - mmaction - INFO - Epoch [82][480/1997] lr: 7.500e-05, eta: 10:57:15, time: 1.129, data_time: 0.001, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8896, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.6157 2020-10-03 06:04:13,527 - mmaction - INFO - Epoch [82][500/1997] lr: 7.500e-05, eta: 10:56:54, time: 0.967, data_time: 0.002, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8922, loss_cls: 1.1444, loss: 1.1444, grad_norm: 6.6917 2020-10-03 06:04:35,026 - mmaction - INFO - Epoch [82][520/1997] lr: 7.500e-05, eta: 10:56:33, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8758, loss_cls: 1.2357, loss: 1.2357, grad_norm: 6.7789 2020-10-03 06:04:56,535 - mmaction - INFO - Epoch [82][540/1997] lr: 7.500e-05, eta: 10:56:12, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8865, loss_cls: 1.1731, loss: 1.1731, grad_norm: 6.6577 2020-10-03 06:05:16,738 - mmaction - INFO - Epoch [82][560/1997] lr: 7.500e-05, eta: 10:55:50, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.5888 2020-10-03 06:05:38,166 - mmaction - INFO - Epoch [82][580/1997] lr: 7.500e-05, eta: 10:55:29, time: 1.071, data_time: 0.015, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8875, loss_cls: 1.1279, loss: 1.1279, grad_norm: 6.5709 2020-10-03 06:05:59,170 - mmaction - INFO - Epoch [82][600/1997] lr: 7.500e-05, eta: 10:55:08, time: 1.051, data_time: 0.011, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2061, loss: 1.2061, grad_norm: 6.7930 2020-10-03 06:06:20,194 - mmaction - INFO - Epoch [82][620/1997] lr: 7.500e-05, eta: 10:54:47, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8932, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.4869 2020-10-03 06:06:41,904 - mmaction - INFO - Epoch [82][640/1997] lr: 7.500e-05, eta: 10:54:26, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8857, loss_cls: 1.1963, loss: 1.1963, grad_norm: 6.7602 2020-10-03 06:07:03,551 - mmaction - INFO - Epoch [82][660/1997] lr: 7.500e-05, eta: 10:54:06, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8839, loss_cls: 1.1535, loss: 1.1535, grad_norm: 6.5200 2020-10-03 06:07:24,094 - mmaction - INFO - Epoch [82][680/1997] lr: 7.500e-05, eta: 10:53:44, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8872, loss_cls: 1.2007, loss: 1.2007, grad_norm: 6.7312 2020-10-03 06:07:44,723 - mmaction - INFO - Epoch [82][700/1997] lr: 7.500e-05, eta: 10:53:23, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8896, loss_cls: 1.1472, loss: 1.1472, grad_norm: 6.5197 2020-10-03 06:08:05,943 - mmaction - INFO - Epoch [82][720/1997] lr: 7.500e-05, eta: 10:53:02, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1790, loss: 1.1790, grad_norm: 6.6263 2020-10-03 06:08:26,952 - mmaction - INFO - Epoch [82][740/1997] lr: 7.500e-05, eta: 10:52:41, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.6997, top5_acc: 0.8875, loss_cls: 1.2107, loss: 1.2107, grad_norm: 6.8223 2020-10-03 06:08:47,684 - mmaction - INFO - Epoch [82][760/1997] lr: 7.500e-05, eta: 10:52:20, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8898, loss_cls: 1.1557, loss: 1.1557, grad_norm: 6.5802 2020-10-03 06:09:08,788 - mmaction - INFO - Epoch [82][780/1997] lr: 7.500e-05, eta: 10:51:59, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8865, loss_cls: 1.1700, loss: 1.1700, grad_norm: 6.7308 2020-10-03 06:09:30,810 - mmaction - INFO - Epoch [82][800/1997] lr: 7.500e-05, eta: 10:51:38, time: 1.102, data_time: 0.003, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8914, loss_cls: 1.1595, loss: 1.1595, grad_norm: 6.6896 2020-10-03 06:09:51,490 - mmaction - INFO - Epoch [82][820/1997] lr: 7.500e-05, eta: 10:51:17, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1779, loss: 1.1779, grad_norm: 6.6633 2020-10-03 06:10:12,378 - mmaction - INFO - Epoch [82][840/1997] lr: 7.500e-05, eta: 10:50:56, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8904, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.5699 2020-10-03 06:10:33,215 - mmaction - INFO - Epoch [82][860/1997] lr: 7.500e-05, eta: 10:50:35, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.7298 2020-10-03 06:10:53,283 - mmaction - INFO - Epoch [82][880/1997] lr: 7.500e-05, eta: 10:50:13, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8818, loss_cls: 1.1997, loss: 1.1997, grad_norm: 6.7060 2020-10-03 06:11:14,449 - mmaction - INFO - Epoch [82][900/1997] lr: 7.500e-05, eta: 10:49:52, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8841, loss_cls: 1.1881, loss: 1.1881, grad_norm: 6.7251 2020-10-03 06:11:35,925 - mmaction - INFO - Epoch [82][920/1997] lr: 7.500e-05, eta: 10:49:32, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8828, loss_cls: 1.2051, loss: 1.2051, grad_norm: 6.7518 2020-10-03 06:11:56,753 - mmaction - INFO - Epoch [82][940/1997] lr: 7.500e-05, eta: 10:49:10, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8859, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.5869 2020-10-03 06:12:17,447 - mmaction - INFO - Epoch [82][960/1997] lr: 7.500e-05, eta: 10:48:49, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.1255, loss: 1.1255, grad_norm: 6.7455 2020-10-03 06:12:38,821 - mmaction - INFO - Epoch [82][980/1997] lr: 7.500e-05, eta: 10:48:28, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8867, loss_cls: 1.1834, loss: 1.1834, grad_norm: 6.7509 2020-10-03 06:12:59,447 - mmaction - INFO - Epoch [82][1000/1997] lr: 7.500e-05, eta: 10:48:07, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8792, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.7052 2020-10-03 06:13:20,738 - mmaction - INFO - Epoch [82][1020/1997] lr: 7.500e-05, eta: 10:47:46, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8831, loss_cls: 1.1956, loss: 1.1956, grad_norm: 6.6468 2020-10-03 06:13:41,342 - mmaction - INFO - Epoch [82][1040/1997] lr: 7.500e-05, eta: 10:47:25, time: 1.030, data_time: 0.003, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8859, loss_cls: 1.1809, loss: 1.1809, grad_norm: 6.8013 2020-10-03 06:14:02,669 - mmaction - INFO - Epoch [82][1060/1997] lr: 7.500e-05, eta: 10:47:04, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8841, loss_cls: 1.1661, loss: 1.1661, grad_norm: 6.5625 2020-10-03 06:14:23,439 - mmaction - INFO - Epoch [82][1080/1997] lr: 7.500e-05, eta: 10:46:43, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8885, loss_cls: 1.1510, loss: 1.1510, grad_norm: 6.5836 2020-10-03 06:14:44,579 - mmaction - INFO - Epoch [82][1100/1997] lr: 7.500e-05, eta: 10:46:22, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8826, loss_cls: 1.1747, loss: 1.1747, grad_norm: 6.7169 2020-10-03 06:15:06,215 - mmaction - INFO - Epoch [82][1120/1997] lr: 7.500e-05, eta: 10:46:01, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8888, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.6655 2020-10-03 06:15:27,316 - mmaction - INFO - Epoch [82][1140/1997] lr: 7.500e-05, eta: 10:45:40, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7372, top5_acc: 0.8958, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.4062 2020-10-03 06:15:47,789 - mmaction - INFO - Epoch [82][1160/1997] lr: 7.500e-05, eta: 10:45:19, time: 1.024, data_time: 0.004, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8891, loss_cls: 1.1585, loss: 1.1585, grad_norm: 6.5459 2020-10-03 06:16:08,404 - mmaction - INFO - Epoch [82][1180/1997] lr: 7.500e-05, eta: 10:44:58, time: 1.030, data_time: 0.124, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8922, loss_cls: 1.1448, loss: 1.1448, grad_norm: 6.7375 2020-10-03 06:16:31,087 - mmaction - INFO - Epoch [82][1200/1997] lr: 7.500e-05, eta: 10:44:37, time: 1.134, data_time: 0.415, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8901, loss_cls: 1.1464, loss: 1.1464, grad_norm: 6.4836 2020-10-03 06:16:51,049 - mmaction - INFO - Epoch [82][1220/1997] lr: 7.500e-05, eta: 10:44:16, time: 0.999, data_time: 0.384, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1661, loss: 1.1661, grad_norm: 6.6969 2020-10-03 06:17:12,332 - mmaction - INFO - Epoch [82][1240/1997] lr: 7.500e-05, eta: 10:43:55, time: 1.063, data_time: 0.398, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8805, loss_cls: 1.1986, loss: 1.1986, grad_norm: 6.6097 2020-10-03 06:17:32,819 - mmaction - INFO - Epoch [82][1260/1997] lr: 7.500e-05, eta: 10:43:33, time: 1.025, data_time: 0.179, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8870, loss_cls: 1.1641, loss: 1.1641, grad_norm: 6.6323 2020-10-03 06:17:53,613 - mmaction - INFO - Epoch [82][1280/1997] lr: 7.500e-05, eta: 10:43:12, time: 1.040, data_time: 0.112, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8880, loss_cls: 1.1559, loss: 1.1559, grad_norm: 6.5515 2020-10-03 06:18:14,028 - mmaction - INFO - Epoch [82][1300/1997] lr: 7.500e-05, eta: 10:42:51, time: 1.021, data_time: 0.009, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8857, loss_cls: 1.1888, loss: 1.1888, grad_norm: 6.7613 2020-10-03 06:18:35,245 - mmaction - INFO - Epoch [82][1320/1997] lr: 7.500e-05, eta: 10:42:30, time: 1.061, data_time: 0.028, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8857, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.6300 2020-10-03 06:18:55,789 - mmaction - INFO - Epoch [82][1340/1997] lr: 7.500e-05, eta: 10:42:09, time: 1.028, data_time: 0.028, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8852, loss_cls: 1.1765, loss: 1.1765, grad_norm: 6.7350 2020-10-03 06:19:16,556 - mmaction - INFO - Epoch [82][1360/1997] lr: 7.500e-05, eta: 10:41:48, time: 1.039, data_time: 0.021, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8859, loss_cls: 1.1655, loss: 1.1655, grad_norm: 6.7173 2020-10-03 06:19:38,763 - mmaction - INFO - Epoch [82][1380/1997] lr: 7.500e-05, eta: 10:41:27, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8810, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.6176 2020-10-03 06:19:58,677 - mmaction - INFO - Epoch [82][1400/1997] lr: 7.500e-05, eta: 10:41:06, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8763, loss_cls: 1.2011, loss: 1.2011, grad_norm: 6.5095 2020-10-03 06:20:20,392 - mmaction - INFO - Epoch [82][1420/1997] lr: 7.500e-05, eta: 10:40:45, time: 1.087, data_time: 0.003, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8815, loss_cls: 1.1961, loss: 1.1961, grad_norm: 6.6593 2020-10-03 06:20:42,026 - mmaction - INFO - Epoch [82][1440/1997] lr: 7.500e-05, eta: 10:40:24, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8880, loss_cls: 1.1508, loss: 1.1508, grad_norm: 6.5195 2020-10-03 06:21:03,793 - mmaction - INFO - Epoch [82][1460/1997] lr: 7.500e-05, eta: 10:40:03, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8940, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.6996 2020-10-03 06:21:23,306 - mmaction - INFO - Epoch [82][1480/1997] lr: 7.500e-05, eta: 10:39:42, time: 0.976, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8870, loss_cls: 1.1789, loss: 1.1789, grad_norm: 6.7055 2020-10-03 06:21:44,604 - mmaction - INFO - Epoch [82][1500/1997] lr: 7.500e-05, eta: 10:39:21, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8922, loss_cls: 1.1096, loss: 1.1096, grad_norm: 6.5086 2020-10-03 06:22:05,070 - mmaction - INFO - Epoch [82][1520/1997] lr: 7.500e-05, eta: 10:38:59, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8909, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.7293 2020-10-03 06:22:26,387 - mmaction - INFO - Epoch [82][1540/1997] lr: 7.500e-05, eta: 10:38:38, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8836, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.7389 2020-10-03 06:22:46,990 - mmaction - INFO - Epoch [82][1560/1997] lr: 7.500e-05, eta: 10:38:17, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1574, loss: 1.1574, grad_norm: 6.5706 2020-10-03 06:23:08,487 - mmaction - INFO - Epoch [82][1580/1997] lr: 7.500e-05, eta: 10:37:56, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1275, loss: 1.1275, grad_norm: 6.6072 2020-10-03 06:23:30,213 - mmaction - INFO - Epoch [82][1600/1997] lr: 7.500e-05, eta: 10:37:35, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8867, loss_cls: 1.1885, loss: 1.1885, grad_norm: 6.6650 2020-10-03 06:23:50,600 - mmaction - INFO - Epoch [82][1620/1997] lr: 7.500e-05, eta: 10:37:14, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8784, loss_cls: 1.2182, loss: 1.2182, grad_norm: 6.7405 2020-10-03 06:24:11,232 - mmaction - INFO - Epoch [82][1640/1997] lr: 7.500e-05, eta: 10:36:53, time: 1.031, data_time: 0.034, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8865, loss_cls: 1.1741, loss: 1.1741, grad_norm: 6.5929 2020-10-03 06:24:31,909 - mmaction - INFO - Epoch [82][1660/1997] lr: 7.500e-05, eta: 10:36:32, time: 1.033, data_time: 0.173, memory: 8350, top1_acc: 0.7052, top5_acc: 0.8753, loss_cls: 1.2166, loss: 1.2166, grad_norm: 6.9706 2020-10-03 06:24:52,045 - mmaction - INFO - Epoch [82][1680/1997] lr: 7.500e-05, eta: 10:36:11, time: 1.006, data_time: 0.216, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8823, loss_cls: 1.1689, loss: 1.1689, grad_norm: 6.7422 2020-10-03 06:25:13,033 - mmaction - INFO - Epoch [82][1700/1997] lr: 7.500e-05, eta: 10:35:50, time: 1.050, data_time: 0.062, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8865, loss_cls: 1.1760, loss: 1.1760, grad_norm: 6.7299 2020-10-03 06:25:35,096 - mmaction - INFO - Epoch [82][1720/1997] lr: 7.500e-05, eta: 10:35:29, time: 1.104, data_time: 0.003, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8849, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.5558 2020-10-03 06:25:54,812 - mmaction - INFO - Epoch [82][1740/1997] lr: 7.500e-05, eta: 10:35:07, time: 0.986, data_time: 0.001, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8940, loss_cls: 1.1264, loss: 1.1264, grad_norm: 6.5555 2020-10-03 06:26:15,676 - mmaction - INFO - Epoch [82][1760/1997] lr: 7.500e-05, eta: 10:34:46, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8831, loss_cls: 1.1879, loss: 1.1879, grad_norm: 6.6849 2020-10-03 06:26:36,981 - mmaction - INFO - Epoch [82][1780/1997] lr: 7.500e-05, eta: 10:34:25, time: 1.065, data_time: 0.059, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8953, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.6801 2020-10-03 06:26:58,770 - mmaction - INFO - Epoch [82][1800/1997] lr: 7.500e-05, eta: 10:34:04, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8966, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.6550 2020-10-03 06:27:19,363 - mmaction - INFO - Epoch [82][1820/1997] lr: 7.500e-05, eta: 10:33:43, time: 1.030, data_time: 0.021, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8771, loss_cls: 1.1886, loss: 1.1886, grad_norm: 6.8001 2020-10-03 06:27:40,879 - mmaction - INFO - Epoch [82][1840/1997] lr: 7.500e-05, eta: 10:33:22, time: 1.077, data_time: 0.021, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8893, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.7107 2020-10-03 06:28:01,563 - mmaction - INFO - Epoch [82][1860/1997] lr: 7.500e-05, eta: 10:33:01, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8844, loss_cls: 1.1576, loss: 1.1576, grad_norm: 6.6674 2020-10-03 06:28:22,731 - mmaction - INFO - Epoch [82][1880/1997] lr: 7.500e-05, eta: 10:32:40, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1542, loss: 1.1542, grad_norm: 6.6173 2020-10-03 06:28:43,127 - mmaction - INFO - Epoch [82][1900/1997] lr: 7.500e-05, eta: 10:32:19, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8797, loss_cls: 1.1978, loss: 1.1978, grad_norm: 6.8293 2020-10-03 06:29:04,262 - mmaction - INFO - Epoch [82][1920/1997] lr: 7.500e-05, eta: 10:31:58, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8833, loss_cls: 1.1802, loss: 1.1802, grad_norm: 6.7066 2020-10-03 06:29:25,850 - mmaction - INFO - Epoch [82][1940/1997] lr: 7.500e-05, eta: 10:31:37, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7346, top5_acc: 0.8919, loss_cls: 1.1125, loss: 1.1125, grad_norm: 6.4484 2020-10-03 06:29:45,784 - mmaction - INFO - Epoch [82][1960/1997] lr: 7.500e-05, eta: 10:31:16, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8831, loss_cls: 1.1882, loss: 1.1882, grad_norm: 6.7115 2020-10-03 06:30:07,624 - mmaction - INFO - Epoch [82][1980/1997] lr: 7.500e-05, eta: 10:30:55, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8781, loss_cls: 1.1572, loss: 1.1572, grad_norm: 6.5349 2020-10-03 06:30:26,066 - mmaction - INFO - Saving checkpoint at 82 epochs 2020-10-03 06:31:13,806 - mmaction - INFO - Epoch [83][20/1997] lr: 7.500e-05, eta: 10:30:18, time: 2.339, data_time: 1.391, memory: 8350, top1_acc: 0.7323, top5_acc: 0.8982, loss_cls: 1.1027, loss: 1.1027, grad_norm: 6.5139 2020-10-03 06:31:34,122 - mmaction - INFO - Epoch [83][40/1997] lr: 7.500e-05, eta: 10:29:56, time: 1.017, data_time: 0.231, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8896, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.6122 2020-10-03 06:31:54,759 - mmaction - INFO - Epoch [83][60/1997] lr: 7.500e-05, eta: 10:29:35, time: 1.032, data_time: 0.262, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8802, loss_cls: 1.1895, loss: 1.1895, grad_norm: 6.7887 2020-10-03 06:32:15,753 - mmaction - INFO - Epoch [83][80/1997] lr: 7.500e-05, eta: 10:29:14, time: 1.049, data_time: 0.012, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8818, loss_cls: 1.2105, loss: 1.2105, grad_norm: 6.7806 2020-10-03 06:32:37,380 - mmaction - INFO - Epoch [83][100/1997] lr: 7.500e-05, eta: 10:28:53, time: 1.082, data_time: 0.011, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8961, loss_cls: 1.1241, loss: 1.1241, grad_norm: 6.6472 2020-10-03 06:32:58,693 - mmaction - INFO - Epoch [83][120/1997] lr: 7.500e-05, eta: 10:28:32, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1930, loss: 1.1930, grad_norm: 6.8484 2020-10-03 06:33:19,730 - mmaction - INFO - Epoch [83][140/1997] lr: 7.500e-05, eta: 10:28:11, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8865, loss_cls: 1.1943, loss: 1.1943, grad_norm: 6.7233 2020-10-03 06:33:41,663 - mmaction - INFO - Epoch [83][160/1997] lr: 7.500e-05, eta: 10:27:50, time: 1.096, data_time: 0.001, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8891, loss_cls: 1.1677, loss: 1.1677, grad_norm: 6.6408 2020-10-03 06:34:02,305 - mmaction - INFO - Epoch [83][180/1997] lr: 7.500e-05, eta: 10:27:29, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8823, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.6940 2020-10-03 06:34:22,336 - mmaction - INFO - Epoch [83][200/1997] lr: 7.500e-05, eta: 10:27:08, time: 1.002, data_time: 0.018, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8948, loss_cls: 1.1090, loss: 1.1090, grad_norm: 6.5624 2020-10-03 06:34:43,416 - mmaction - INFO - Epoch [83][220/1997] lr: 7.500e-05, eta: 10:26:47, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.1815, loss: 1.1815, grad_norm: 6.6172 2020-10-03 06:35:04,483 - mmaction - INFO - Epoch [83][240/1997] lr: 7.500e-05, eta: 10:26:26, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8883, loss_cls: 1.1486, loss: 1.1486, grad_norm: 6.5492 2020-10-03 06:35:25,583 - mmaction - INFO - Epoch [83][260/1997] lr: 7.500e-05, eta: 10:26:05, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8865, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.6608 2020-10-03 06:35:46,188 - mmaction - INFO - Epoch [83][280/1997] lr: 7.500e-05, eta: 10:25:44, time: 1.030, data_time: 0.013, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8760, loss_cls: 1.1945, loss: 1.1945, grad_norm: 6.7893 2020-10-03 06:36:07,513 - mmaction - INFO - Epoch [83][300/1997] lr: 7.500e-05, eta: 10:25:23, time: 1.067, data_time: 0.018, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8831, loss_cls: 1.1756, loss: 1.1756, grad_norm: 6.7640 2020-10-03 06:36:28,974 - mmaction - INFO - Epoch [83][320/1997] lr: 7.500e-05, eta: 10:25:02, time: 1.074, data_time: 0.251, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8844, loss_cls: 1.1809, loss: 1.1809, grad_norm: 6.8140 2020-10-03 06:36:49,905 - mmaction - INFO - Epoch [83][340/1997] lr: 7.500e-05, eta: 10:24:41, time: 1.045, data_time: 0.187, memory: 8350, top1_acc: 0.7331, top5_acc: 0.8958, loss_cls: 1.1193, loss: 1.1193, grad_norm: 6.5145 2020-10-03 06:37:10,498 - mmaction - INFO - Epoch [83][360/1997] lr: 7.500e-05, eta: 10:24:19, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8896, loss_cls: 1.1497, loss: 1.1497, grad_norm: 6.6841 2020-10-03 06:37:31,903 - mmaction - INFO - Epoch [83][380/1997] lr: 7.500e-05, eta: 10:23:58, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.6480 2020-10-03 06:37:51,951 - mmaction - INFO - Epoch [83][400/1997] lr: 7.500e-05, eta: 10:23:37, time: 1.003, data_time: 0.003, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8898, loss_cls: 1.1447, loss: 1.1447, grad_norm: 6.6588 2020-10-03 06:38:13,686 - mmaction - INFO - Epoch [83][420/1997] lr: 7.500e-05, eta: 10:23:16, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8883, loss_cls: 1.1407, loss: 1.1407, grad_norm: 6.5736 2020-10-03 06:38:34,263 - mmaction - INFO - Epoch [83][440/1997] lr: 7.500e-05, eta: 10:22:55, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8888, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.6609 2020-10-03 06:38:55,079 - mmaction - INFO - Epoch [83][460/1997] lr: 7.500e-05, eta: 10:22:34, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1862, loss: 1.1862, grad_norm: 6.7391 2020-10-03 06:39:15,355 - mmaction - INFO - Epoch [83][480/1997] lr: 7.500e-05, eta: 10:22:13, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8836, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.5587 2020-10-03 06:39:36,004 - mmaction - INFO - Epoch [83][500/1997] lr: 7.500e-05, eta: 10:21:52, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8813, loss_cls: 1.1983, loss: 1.1983, grad_norm: 6.6999 2020-10-03 06:39:57,540 - mmaction - INFO - Epoch [83][520/1997] lr: 7.500e-05, eta: 10:21:31, time: 1.077, data_time: 0.014, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8904, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.6297 2020-10-03 06:40:18,130 - mmaction - INFO - Epoch [83][540/1997] lr: 7.500e-05, eta: 10:21:10, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8922, loss_cls: 1.1226, loss: 1.1226, grad_norm: 6.5766 2020-10-03 06:40:39,213 - mmaction - INFO - Epoch [83][560/1997] lr: 7.500e-05, eta: 10:20:48, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8859, loss_cls: 1.1479, loss: 1.1479, grad_norm: 6.6352 2020-10-03 06:41:01,094 - mmaction - INFO - Epoch [83][580/1997] lr: 7.500e-05, eta: 10:20:28, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8818, loss_cls: 1.1879, loss: 1.1879, grad_norm: 6.6568 2020-10-03 06:41:23,134 - mmaction - INFO - Epoch [83][600/1997] lr: 7.500e-05, eta: 10:20:07, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8831, loss_cls: 1.1700, loss: 1.1700, grad_norm: 6.5964 2020-10-03 06:41:42,982 - mmaction - INFO - Epoch [83][620/1997] lr: 7.500e-05, eta: 10:19:45, time: 0.993, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8797, loss_cls: 1.1733, loss: 1.1733, grad_norm: 6.6611 2020-10-03 06:42:03,974 - mmaction - INFO - Epoch [83][640/1997] lr: 7.500e-05, eta: 10:19:24, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8917, loss_cls: 1.1540, loss: 1.1540, grad_norm: 6.7424 2020-10-03 06:42:25,125 - mmaction - INFO - Epoch [83][660/1997] lr: 7.500e-05, eta: 10:19:03, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8792, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.7247 2020-10-03 06:42:45,388 - mmaction - INFO - Epoch [83][680/1997] lr: 7.500e-05, eta: 10:18:42, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8893, loss_cls: 1.1599, loss: 1.1599, grad_norm: 6.5990 2020-10-03 06:43:06,270 - mmaction - INFO - Epoch [83][700/1997] lr: 7.500e-05, eta: 10:18:21, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8880, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.5834 2020-10-03 06:43:28,052 - mmaction - INFO - Epoch [83][720/1997] lr: 7.500e-05, eta: 10:18:00, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8849, loss_cls: 1.1794, loss: 1.1794, grad_norm: 6.7401 2020-10-03 06:43:48,990 - mmaction - INFO - Epoch [83][740/1997] lr: 7.500e-05, eta: 10:17:39, time: 1.047, data_time: 0.003, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8878, loss_cls: 1.1626, loss: 1.1626, grad_norm: 6.6396 2020-10-03 06:44:10,354 - mmaction - INFO - Epoch [83][760/1997] lr: 7.500e-05, eta: 10:17:18, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8880, loss_cls: 1.1708, loss: 1.1708, grad_norm: 6.6725 2020-10-03 06:44:30,880 - mmaction - INFO - Epoch [83][780/1997] lr: 7.500e-05, eta: 10:16:57, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8865, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.7361 2020-10-03 06:44:52,097 - mmaction - INFO - Epoch [83][800/1997] lr: 7.500e-05, eta: 10:16:36, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8922, loss_cls: 1.1421, loss: 1.1421, grad_norm: 6.7132 2020-10-03 06:45:12,803 - mmaction - INFO - Epoch [83][820/1997] lr: 7.500e-05, eta: 10:16:15, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8878, loss_cls: 1.1709, loss: 1.1709, grad_norm: 6.7269 2020-10-03 06:45:33,824 - mmaction - INFO - Epoch [83][840/1997] lr: 7.500e-05, eta: 10:15:54, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8859, loss_cls: 1.1623, loss: 1.1623, grad_norm: 6.6562 2020-10-03 06:45:54,419 - mmaction - INFO - Epoch [83][860/1997] lr: 7.500e-05, eta: 10:15:33, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8872, loss_cls: 1.1357, loss: 1.1357, grad_norm: 6.4995 2020-10-03 06:46:16,276 - mmaction - INFO - Epoch [83][880/1997] lr: 7.500e-05, eta: 10:15:12, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8812, loss_cls: 1.1781, loss: 1.1781, grad_norm: 6.5462 2020-10-03 06:46:36,859 - mmaction - INFO - Epoch [83][900/1997] lr: 7.500e-05, eta: 10:14:51, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8740, loss_cls: 1.2281, loss: 1.2281, grad_norm: 6.9047 2020-10-03 06:46:58,196 - mmaction - INFO - Epoch [83][920/1997] lr: 7.500e-05, eta: 10:14:30, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8823, loss_cls: 1.1900, loss: 1.1900, grad_norm: 6.6471 2020-10-03 06:47:19,791 - mmaction - INFO - Epoch [83][940/1997] lr: 7.500e-05, eta: 10:14:09, time: 1.080, data_time: 0.003, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8893, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.7274 2020-10-03 06:47:40,981 - mmaction - INFO - Epoch [83][960/1997] lr: 7.500e-05, eta: 10:13:48, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8880, loss_cls: 1.1441, loss: 1.1441, grad_norm: 6.6505 2020-10-03 06:48:01,531 - mmaction - INFO - Epoch [83][980/1997] lr: 7.500e-05, eta: 10:13:26, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8883, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.6741 2020-10-03 06:48:22,551 - mmaction - INFO - Epoch [83][1000/1997] lr: 7.500e-05, eta: 10:13:05, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8906, loss_cls: 1.1316, loss: 1.1316, grad_norm: 6.5336 2020-10-03 06:48:43,411 - mmaction - INFO - Epoch [83][1020/1997] lr: 7.500e-05, eta: 10:12:44, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8930, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.6175 2020-10-03 06:49:05,985 - mmaction - INFO - Epoch [83][1040/1997] lr: 7.500e-05, eta: 10:12:24, time: 1.130, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8885, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.5889 2020-10-03 06:49:26,402 - mmaction - INFO - Epoch [83][1060/1997] lr: 7.500e-05, eta: 10:12:02, time: 1.020, data_time: 0.001, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8898, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.6831 2020-10-03 06:49:46,751 - mmaction - INFO - Epoch [83][1080/1997] lr: 7.500e-05, eta: 10:11:41, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8779, loss_cls: 1.2076, loss: 1.2076, grad_norm: 6.8051 2020-10-03 06:50:08,631 - mmaction - INFO - Epoch [83][1100/1997] lr: 7.500e-05, eta: 10:11:20, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8857, loss_cls: 1.1643, loss: 1.1643, grad_norm: 6.7613 2020-10-03 06:50:28,658 - mmaction - INFO - Epoch [83][1120/1997] lr: 7.500e-05, eta: 10:10:59, time: 1.002, data_time: 0.003, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8862, loss_cls: 1.1782, loss: 1.1782, grad_norm: 6.8410 2020-10-03 06:50:49,752 - mmaction - INFO - Epoch [83][1140/1997] lr: 7.500e-05, eta: 10:10:38, time: 1.054, data_time: 0.012, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8901, loss_cls: 1.1454, loss: 1.1454, grad_norm: 6.6927 2020-10-03 06:51:11,423 - mmaction - INFO - Epoch [83][1160/1997] lr: 7.500e-05, eta: 10:10:17, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8846, loss_cls: 1.1782, loss: 1.1782, grad_norm: 6.7070 2020-10-03 06:51:32,117 - mmaction - INFO - Epoch [83][1180/1997] lr: 7.500e-05, eta: 10:09:56, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7031, top5_acc: 0.8807, loss_cls: 1.2099, loss: 1.2099, grad_norm: 6.8923 2020-10-03 06:51:53,184 - mmaction - INFO - Epoch [83][1200/1997] lr: 7.500e-05, eta: 10:09:35, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8867, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.5967 2020-10-03 06:52:14,570 - mmaction - INFO - Epoch [83][1220/1997] lr: 7.500e-05, eta: 10:09:14, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8883, loss_cls: 1.1415, loss: 1.1415, grad_norm: 6.5222 2020-10-03 06:52:34,858 - mmaction - INFO - Epoch [83][1240/1997] lr: 7.500e-05, eta: 10:08:53, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.6982, top5_acc: 0.8781, loss_cls: 1.2217, loss: 1.2217, grad_norm: 6.8045 2020-10-03 06:52:55,646 - mmaction - INFO - Epoch [83][1260/1997] lr: 7.500e-05, eta: 10:08:32, time: 1.040, data_time: 0.072, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8919, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.6154 2020-10-03 06:53:16,347 - mmaction - INFO - Epoch [83][1280/1997] lr: 7.500e-05, eta: 10:08:10, time: 1.035, data_time: 0.023, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8904, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.5919 2020-10-03 06:53:36,764 - mmaction - INFO - Epoch [83][1300/1997] lr: 7.500e-05, eta: 10:07:49, time: 1.021, data_time: 0.193, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8833, loss_cls: 1.1850, loss: 1.1850, grad_norm: 6.7452 2020-10-03 06:53:58,410 - mmaction - INFO - Epoch [83][1320/1997] lr: 7.500e-05, eta: 10:07:28, time: 1.082, data_time: 0.437, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8836, loss_cls: 1.1654, loss: 1.1654, grad_norm: 6.7182 2020-10-03 06:54:18,274 - mmaction - INFO - Epoch [83][1340/1997] lr: 7.500e-05, eta: 10:07:07, time: 0.993, data_time: 0.168, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8870, loss_cls: 1.1663, loss: 1.1663, grad_norm: 6.6021 2020-10-03 06:54:40,379 - mmaction - INFO - Epoch [83][1360/1997] lr: 7.500e-05, eta: 10:06:46, time: 1.106, data_time: 0.003, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.7280 2020-10-03 06:55:00,361 - mmaction - INFO - Epoch [83][1380/1997] lr: 7.500e-05, eta: 10:06:25, time: 0.999, data_time: 0.001, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8844, loss_cls: 1.1684, loss: 1.1684, grad_norm: 6.6115 2020-10-03 06:55:22,451 - mmaction - INFO - Epoch [83][1400/1997] lr: 7.500e-05, eta: 10:06:04, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.7372, top5_acc: 0.8958, loss_cls: 1.0847, loss: 1.0847, grad_norm: 6.5338 2020-10-03 06:55:44,476 - mmaction - INFO - Epoch [83][1420/1997] lr: 7.500e-05, eta: 10:05:43, time: 1.102, data_time: 0.003, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1761, loss: 1.1761, grad_norm: 6.7508 2020-10-03 06:56:04,224 - mmaction - INFO - Epoch [83][1440/1997] lr: 7.500e-05, eta: 10:05:22, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8776, loss_cls: 1.2090, loss: 1.2090, grad_norm: 6.9252 2020-10-03 06:56:25,588 - mmaction - INFO - Epoch [83][1460/1997] lr: 7.500e-05, eta: 10:05:01, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8885, loss_cls: 1.1207, loss: 1.1207, grad_norm: 6.5832 2020-10-03 06:56:46,900 - mmaction - INFO - Epoch [83][1480/1997] lr: 7.500e-05, eta: 10:04:40, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8865, loss_cls: 1.1448, loss: 1.1448, grad_norm: 6.6694 2020-10-03 06:57:07,911 - mmaction - INFO - Epoch [83][1500/1997] lr: 7.500e-05, eta: 10:04:19, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8747, loss_cls: 1.2033, loss: 1.2033, grad_norm: 6.8060 2020-10-03 06:57:29,150 - mmaction - INFO - Epoch [83][1520/1997] lr: 7.500e-05, eta: 10:03:58, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8836, loss_cls: 1.1661, loss: 1.1661, grad_norm: 6.6593 2020-10-03 06:57:50,221 - mmaction - INFO - Epoch [83][1540/1997] lr: 7.500e-05, eta: 10:03:37, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8828, loss_cls: 1.1510, loss: 1.1510, grad_norm: 6.6352 2020-10-03 06:58:09,722 - mmaction - INFO - Epoch [83][1560/1997] lr: 7.500e-05, eta: 10:03:15, time: 0.976, data_time: 0.040, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1275, loss: 1.1275, grad_norm: 6.5193 2020-10-03 06:58:30,900 - mmaction - INFO - Epoch [83][1580/1997] lr: 7.500e-05, eta: 10:02:54, time: 1.058, data_time: 0.308, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8854, loss_cls: 1.1899, loss: 1.1899, grad_norm: 6.6805 2020-10-03 06:58:52,954 - mmaction - INFO - Epoch [83][1600/1997] lr: 7.500e-05, eta: 10:02:34, time: 1.104, data_time: 0.031, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8849, loss_cls: 1.1728, loss: 1.1728, grad_norm: 6.7368 2020-10-03 06:59:13,640 - mmaction - INFO - Epoch [83][1620/1997] lr: 7.500e-05, eta: 10:02:12, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8937, loss_cls: 1.1428, loss: 1.1428, grad_norm: 6.5679 2020-10-03 06:59:34,824 - mmaction - INFO - Epoch [83][1640/1997] lr: 7.500e-05, eta: 10:01:51, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8828, loss_cls: 1.1910, loss: 1.1910, grad_norm: 6.7175 2020-10-03 06:59:55,611 - mmaction - INFO - Epoch [83][1660/1997] lr: 7.500e-05, eta: 10:01:30, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8846, loss_cls: 1.1639, loss: 1.1639, grad_norm: 6.7209 2020-10-03 07:00:16,093 - mmaction - INFO - Epoch [83][1680/1997] lr: 7.500e-05, eta: 10:01:09, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8898, loss_cls: 1.1333, loss: 1.1333, grad_norm: 6.7209 2020-10-03 07:00:38,301 - mmaction - INFO - Epoch [83][1700/1997] lr: 7.500e-05, eta: 10:00:48, time: 1.110, data_time: 0.003, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8935, loss_cls: 1.1300, loss: 1.1300, grad_norm: 6.4634 2020-10-03 07:00:59,171 - mmaction - INFO - Epoch [83][1720/1997] lr: 7.500e-05, eta: 10:00:27, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8823, loss_cls: 1.1842, loss: 1.1842, grad_norm: 6.7084 2020-10-03 07:01:18,830 - mmaction - INFO - Epoch [83][1740/1997] lr: 7.500e-05, eta: 10:00:06, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.7315, top5_acc: 0.8971, loss_cls: 1.1156, loss: 1.1156, grad_norm: 6.6046 2020-10-03 07:01:42,013 - mmaction - INFO - Epoch [83][1760/1997] lr: 7.500e-05, eta: 9:59:45, time: 1.160, data_time: 0.002, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8898, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.9062 2020-10-03 07:02:02,932 - mmaction - INFO - Epoch [83][1780/1997] lr: 7.500e-05, eta: 9:59:24, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8922, loss_cls: 1.1783, loss: 1.1783, grad_norm: 6.6845 2020-10-03 07:02:22,477 - mmaction - INFO - Epoch [83][1800/1997] lr: 7.500e-05, eta: 9:59:03, time: 0.978, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8849, loss_cls: 1.1544, loss: 1.1544, grad_norm: 6.6273 2020-10-03 07:02:44,369 - mmaction - INFO - Epoch [83][1820/1997] lr: 7.500e-05, eta: 9:58:42, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8956, loss_cls: 1.0960, loss: 1.0960, grad_norm: 6.4589 2020-10-03 07:03:04,942 - mmaction - INFO - Epoch [83][1840/1997] lr: 7.500e-05, eta: 9:58:21, time: 1.029, data_time: 0.016, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1717, loss: 1.1717, grad_norm: 6.8305 2020-10-03 07:03:25,661 - mmaction - INFO - Epoch [83][1860/1997] lr: 7.500e-05, eta: 9:58:00, time: 1.036, data_time: 0.055, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8917, loss_cls: 1.1288, loss: 1.1288, grad_norm: 6.6241 2020-10-03 07:03:46,830 - mmaction - INFO - Epoch [83][1880/1997] lr: 7.500e-05, eta: 9:57:39, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7000, top5_acc: 0.8831, loss_cls: 1.2125, loss: 1.2125, grad_norm: 6.8097 2020-10-03 07:04:08,447 - mmaction - INFO - Epoch [83][1900/1997] lr: 7.500e-05, eta: 9:57:18, time: 1.081, data_time: 0.047, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8839, loss_cls: 1.1672, loss: 1.1672, grad_norm: 6.7375 2020-10-03 07:04:28,234 - mmaction - INFO - Epoch [83][1920/1997] lr: 7.500e-05, eta: 9:56:56, time: 0.989, data_time: 0.003, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8828, loss_cls: 1.1640, loss: 1.1640, grad_norm: 6.6215 2020-10-03 07:04:49,787 - mmaction - INFO - Epoch [83][1940/1997] lr: 7.500e-05, eta: 9:56:35, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8948, loss_cls: 1.1071, loss: 1.1071, grad_norm: 6.5353 2020-10-03 07:05:10,829 - mmaction - INFO - Epoch [83][1960/1997] lr: 7.500e-05, eta: 9:56:14, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8836, loss_cls: 1.1766, loss: 1.1766, grad_norm: 6.8300 2020-10-03 07:05:32,080 - mmaction - INFO - Epoch [83][1980/1997] lr: 7.500e-05, eta: 9:55:53, time: 1.062, data_time: 0.044, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1703, loss: 1.1703, grad_norm: 6.6345 2020-10-03 07:05:51,098 - mmaction - INFO - Saving checkpoint at 83 epochs 2020-10-03 07:06:38,821 - mmaction - INFO - Epoch [84][20/1997] lr: 7.500e-05, eta: 9:55:16, time: 2.343, data_time: 1.454, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8888, loss_cls: 1.1597, loss: 1.1597, grad_norm: 6.7235 2020-10-03 07:07:00,293 - mmaction - INFO - Epoch [84][40/1997] lr: 7.500e-05, eta: 9:54:55, time: 1.073, data_time: 0.239, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8799, loss_cls: 1.1686, loss: 1.1686, grad_norm: 6.5100 2020-10-03 07:07:19,983 - mmaction - INFO - Epoch [84][60/1997] lr: 7.500e-05, eta: 9:54:34, time: 0.984, data_time: 0.042, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8935, loss_cls: 1.1536, loss: 1.1536, grad_norm: 6.6901 2020-10-03 07:07:42,192 - mmaction - INFO - Epoch [84][80/1997] lr: 7.500e-05, eta: 9:54:13, time: 1.111, data_time: 0.036, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8812, loss_cls: 1.1818, loss: 1.1818, grad_norm: 6.7004 2020-10-03 07:08:04,373 - mmaction - INFO - Epoch [84][100/1997] lr: 7.500e-05, eta: 9:53:52, time: 1.109, data_time: 0.001, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8891, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.6601 2020-10-03 07:08:23,535 - mmaction - INFO - Epoch [84][120/1997] lr: 7.500e-05, eta: 9:53:31, time: 0.959, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8844, loss_cls: 1.2060, loss: 1.2060, grad_norm: 6.8224 2020-10-03 07:08:45,512 - mmaction - INFO - Epoch [84][140/1997] lr: 7.500e-05, eta: 9:53:10, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8891, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.6734 2020-10-03 07:09:06,215 - mmaction - INFO - Epoch [84][160/1997] lr: 7.500e-05, eta: 9:52:49, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8896, loss_cls: 1.1383, loss: 1.1383, grad_norm: 6.6280 2020-10-03 07:09:26,180 - mmaction - INFO - Epoch [84][180/1997] lr: 7.500e-05, eta: 9:52:27, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8885, loss_cls: 1.1713, loss: 1.1713, grad_norm: 6.7566 2020-10-03 07:09:48,258 - mmaction - INFO - Epoch [84][200/1997] lr: 7.500e-05, eta: 9:52:07, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8826, loss_cls: 1.1753, loss: 1.1753, grad_norm: 6.7099 2020-10-03 07:10:10,034 - mmaction - INFO - Epoch [84][220/1997] lr: 7.500e-05, eta: 9:51:46, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7013, top5_acc: 0.8872, loss_cls: 1.1782, loss: 1.1782, grad_norm: 6.8406 2020-10-03 07:10:30,192 - mmaction - INFO - Epoch [84][240/1997] lr: 7.500e-05, eta: 9:51:24, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8807, loss_cls: 1.1735, loss: 1.1735, grad_norm: 6.6346 2020-10-03 07:10:51,498 - mmaction - INFO - Epoch [84][260/1997] lr: 7.500e-05, eta: 9:51:03, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8924, loss_cls: 1.1183, loss: 1.1183, grad_norm: 6.6381 2020-10-03 07:11:13,238 - mmaction - INFO - Epoch [84][280/1997] lr: 7.500e-05, eta: 9:50:42, time: 1.088, data_time: 0.003, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8841, loss_cls: 1.1932, loss: 1.1932, grad_norm: 6.8989 2020-10-03 07:11:33,931 - mmaction - INFO - Epoch [84][300/1997] lr: 7.500e-05, eta: 9:50:21, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8870, loss_cls: 1.1633, loss: 1.1633, grad_norm: 6.7671 2020-10-03 07:11:55,522 - mmaction - INFO - Epoch [84][320/1997] lr: 7.500e-05, eta: 9:50:00, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8917, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.6893 2020-10-03 07:12:17,110 - mmaction - INFO - Epoch [84][340/1997] lr: 7.500e-05, eta: 9:49:39, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8875, loss_cls: 1.1913, loss: 1.1913, grad_norm: 6.8674 2020-10-03 07:12:37,605 - mmaction - INFO - Epoch [84][360/1997] lr: 7.500e-05, eta: 9:49:18, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1713, loss: 1.1713, grad_norm: 6.8481 2020-10-03 07:12:57,888 - mmaction - INFO - Epoch [84][380/1997] lr: 7.500e-05, eta: 9:48:57, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8862, loss_cls: 1.1604, loss: 1.1604, grad_norm: 6.7393 2020-10-03 07:13:20,023 - mmaction - INFO - Epoch [84][400/1997] lr: 7.500e-05, eta: 9:48:36, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8854, loss_cls: 1.1864, loss: 1.1864, grad_norm: 6.7502 2020-10-03 07:13:41,440 - mmaction - INFO - Epoch [84][420/1997] lr: 7.500e-05, eta: 9:48:15, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8922, loss_cls: 1.1205, loss: 1.1205, grad_norm: 6.7392 2020-10-03 07:14:00,704 - mmaction - INFO - Epoch [84][440/1997] lr: 7.500e-05, eta: 9:47:54, time: 0.963, data_time: 0.002, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8839, loss_cls: 1.1770, loss: 1.1770, grad_norm: 6.6131 2020-10-03 07:14:22,508 - mmaction - INFO - Epoch [84][460/1997] lr: 7.500e-05, eta: 9:47:33, time: 1.091, data_time: 0.003, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8854, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.7034 2020-10-03 07:14:43,751 - mmaction - INFO - Epoch [84][480/1997] lr: 7.500e-05, eta: 9:47:12, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8862, loss_cls: 1.1630, loss: 1.1630, grad_norm: 6.6473 2020-10-03 07:15:04,067 - mmaction - INFO - Epoch [84][500/1997] lr: 7.500e-05, eta: 9:46:51, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8888, loss_cls: 1.1473, loss: 1.1473, grad_norm: 6.6866 2020-10-03 07:15:25,626 - mmaction - INFO - Epoch [84][520/1997] lr: 7.500e-05, eta: 9:46:30, time: 1.078, data_time: 0.003, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8937, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.7215 2020-10-03 07:15:45,474 - mmaction - INFO - Epoch [84][540/1997] lr: 7.500e-05, eta: 9:46:08, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8870, loss_cls: 1.2052, loss: 1.2052, grad_norm: 6.8860 2020-10-03 07:16:06,731 - mmaction - INFO - Epoch [84][560/1997] lr: 7.500e-05, eta: 9:45:47, time: 1.062, data_time: 0.004, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8911, loss_cls: 1.1367, loss: 1.1367, grad_norm: 6.6718 2020-10-03 07:16:27,379 - mmaction - INFO - Epoch [84][580/1997] lr: 7.500e-05, eta: 9:45:26, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8924, loss_cls: 1.1520, loss: 1.1520, grad_norm: 6.8015 2020-10-03 07:16:49,270 - mmaction - INFO - Epoch [84][600/1997] lr: 7.500e-05, eta: 9:45:05, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8891, loss_cls: 1.1780, loss: 1.1780, grad_norm: 6.6374 2020-10-03 07:17:09,505 - mmaction - INFO - Epoch [84][620/1997] lr: 7.500e-05, eta: 9:44:44, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8893, loss_cls: 1.1404, loss: 1.1404, grad_norm: 6.6678 2020-10-03 07:17:30,287 - mmaction - INFO - Epoch [84][640/1997] lr: 7.500e-05, eta: 9:44:23, time: 1.039, data_time: 0.003, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8893, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.7854 2020-10-03 07:17:52,282 - mmaction - INFO - Epoch [84][660/1997] lr: 7.500e-05, eta: 9:44:02, time: 1.101, data_time: 0.003, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8872, loss_cls: 1.1678, loss: 1.1678, grad_norm: 6.9329 2020-10-03 07:18:12,394 - mmaction - INFO - Epoch [84][680/1997] lr: 7.500e-05, eta: 9:43:41, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8888, loss_cls: 1.1287, loss: 1.1287, grad_norm: 6.6771 2020-10-03 07:18:34,722 - mmaction - INFO - Epoch [84][700/1997] lr: 7.500e-05, eta: 9:43:20, time: 1.117, data_time: 0.002, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8839, loss_cls: 1.1833, loss: 1.1833, grad_norm: 6.7620 2020-10-03 07:18:55,645 - mmaction - INFO - Epoch [84][720/1997] lr: 7.500e-05, eta: 9:42:59, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8844, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.6773 2020-10-03 07:19:17,879 - mmaction - INFO - Epoch [84][740/1997] lr: 7.500e-05, eta: 9:42:38, time: 1.113, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1351, loss: 1.1351, grad_norm: 6.6978 2020-10-03 07:19:38,413 - mmaction - INFO - Epoch [84][760/1997] lr: 7.500e-05, eta: 9:42:17, time: 1.026, data_time: 0.001, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8901, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.6328 2020-10-03 07:19:59,017 - mmaction - INFO - Epoch [84][780/1997] lr: 7.500e-05, eta: 9:41:56, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8854, loss_cls: 1.1621, loss: 1.1621, grad_norm: 6.6636 2020-10-03 07:20:19,291 - mmaction - INFO - Epoch [84][800/1997] lr: 7.500e-05, eta: 9:41:35, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8872, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.5890 2020-10-03 07:20:40,741 - mmaction - INFO - Epoch [84][820/1997] lr: 7.500e-05, eta: 9:41:14, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8807, loss_cls: 1.1904, loss: 1.1904, grad_norm: 6.6457 2020-10-03 07:21:03,718 - mmaction - INFO - Epoch [84][840/1997] lr: 7.500e-05, eta: 9:40:53, time: 1.148, data_time: 0.001, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8841, loss_cls: 1.1544, loss: 1.1544, grad_norm: 6.7615 2020-10-03 07:21:24,148 - mmaction - INFO - Epoch [84][860/1997] lr: 7.500e-05, eta: 9:40:32, time: 1.022, data_time: 0.003, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8766, loss_cls: 1.2228, loss: 1.2228, grad_norm: 6.8329 2020-10-03 07:21:45,281 - mmaction - INFO - Epoch [84][880/1997] lr: 7.500e-05, eta: 9:40:11, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8846, loss_cls: 1.1694, loss: 1.1694, grad_norm: 6.7146 2020-10-03 07:22:05,947 - mmaction - INFO - Epoch [84][900/1997] lr: 7.500e-05, eta: 9:39:50, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8865, loss_cls: 1.1605, loss: 1.1605, grad_norm: 6.7208 2020-10-03 07:22:25,586 - mmaction - INFO - Epoch [84][920/1997] lr: 7.500e-05, eta: 9:39:28, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8859, loss_cls: 1.1615, loss: 1.1615, grad_norm: 6.6554 2020-10-03 07:22:46,369 - mmaction - INFO - Epoch [84][940/1997] lr: 7.500e-05, eta: 9:39:07, time: 1.039, data_time: 0.083, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.1336, loss: 1.1336, grad_norm: 6.6453 2020-10-03 07:23:07,648 - mmaction - INFO - Epoch [84][960/1997] lr: 7.500e-05, eta: 9:38:46, time: 1.064, data_time: 0.009, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8911, loss_cls: 1.1520, loss: 1.1520, grad_norm: 6.5475 2020-10-03 07:23:29,197 - mmaction - INFO - Epoch [84][980/1997] lr: 7.500e-05, eta: 9:38:25, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8862, loss_cls: 1.1768, loss: 1.1768, grad_norm: 6.8278 2020-10-03 07:23:50,038 - mmaction - INFO - Epoch [84][1000/1997] lr: 7.500e-05, eta: 9:38:04, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8852, loss_cls: 1.1386, loss: 1.1386, grad_norm: 6.6848 2020-10-03 07:24:10,114 - mmaction - INFO - Epoch [84][1020/1997] lr: 7.500e-05, eta: 9:37:43, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8844, loss_cls: 1.1986, loss: 1.1986, grad_norm: 6.8087 2020-10-03 07:24:31,154 - mmaction - INFO - Epoch [84][1040/1997] lr: 7.500e-05, eta: 9:37:22, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1668, loss: 1.1668, grad_norm: 6.7746 2020-10-03 07:24:52,520 - mmaction - INFO - Epoch [84][1060/1997] lr: 7.500e-05, eta: 9:37:01, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8849, loss_cls: 1.1719, loss: 1.1719, grad_norm: 6.6872 2020-10-03 07:25:15,032 - mmaction - INFO - Epoch [84][1080/1997] lr: 7.500e-05, eta: 9:36:40, time: 1.126, data_time: 0.001, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8932, loss_cls: 1.1486, loss: 1.1486, grad_norm: 6.6523 2020-10-03 07:25:35,576 - mmaction - INFO - Epoch [84][1100/1997] lr: 7.500e-05, eta: 9:36:19, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8826, loss_cls: 1.1743, loss: 1.1743, grad_norm: 6.9041 2020-10-03 07:25:56,437 - mmaction - INFO - Epoch [84][1120/1997] lr: 7.500e-05, eta: 9:35:58, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8919, loss_cls: 1.1344, loss: 1.1344, grad_norm: 6.6851 2020-10-03 07:26:18,152 - mmaction - INFO - Epoch [84][1140/1997] lr: 7.500e-05, eta: 9:35:37, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8927, loss_cls: 1.1378, loss: 1.1378, grad_norm: 6.7453 2020-10-03 07:26:38,639 - mmaction - INFO - Epoch [84][1160/1997] lr: 7.500e-05, eta: 9:35:16, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8940, loss_cls: 1.1270, loss: 1.1270, grad_norm: 6.5899 2020-10-03 07:27:01,371 - mmaction - INFO - Epoch [84][1180/1997] lr: 7.500e-05, eta: 9:34:55, time: 1.137, data_time: 0.002, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8846, loss_cls: 1.1355, loss: 1.1355, grad_norm: 6.5807 2020-10-03 07:27:21,077 - mmaction - INFO - Epoch [84][1200/1997] lr: 7.500e-05, eta: 9:34:34, time: 0.986, data_time: 0.002, memory: 8350, top1_acc: 0.7333, top5_acc: 0.8898, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.6282 2020-10-03 07:27:41,948 - mmaction - INFO - Epoch [84][1220/1997] lr: 7.500e-05, eta: 9:34:13, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8919, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.7586 2020-10-03 07:28:03,077 - mmaction - INFO - Epoch [84][1240/1997] lr: 7.500e-05, eta: 9:33:52, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8849, loss_cls: 1.1669, loss: 1.1669, grad_norm: 6.7872 2020-10-03 07:28:25,311 - mmaction - INFO - Epoch [84][1260/1997] lr: 7.500e-05, eta: 9:33:31, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8880, loss_cls: 1.1617, loss: 1.1617, grad_norm: 6.6581 2020-10-03 07:28:45,678 - mmaction - INFO - Epoch [84][1280/1997] lr: 7.500e-05, eta: 9:33:10, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8839, loss_cls: 1.1603, loss: 1.1603, grad_norm: 6.6848 2020-10-03 07:29:07,381 - mmaction - INFO - Epoch [84][1300/1997] lr: 7.500e-05, eta: 9:32:49, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8781, loss_cls: 1.1813, loss: 1.1813, grad_norm: 6.7364 2020-10-03 07:29:27,293 - mmaction - INFO - Epoch [84][1320/1997] lr: 7.500e-05, eta: 9:32:28, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8815, loss_cls: 1.1619, loss: 1.1619, grad_norm: 6.7258 2020-10-03 07:29:48,078 - mmaction - INFO - Epoch [84][1340/1997] lr: 7.500e-05, eta: 9:32:06, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.7070 2020-10-03 07:30:09,098 - mmaction - INFO - Epoch [84][1360/1997] lr: 7.500e-05, eta: 9:31:45, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.1142, loss: 1.1142, grad_norm: 6.5242 2020-10-03 07:30:30,193 - mmaction - INFO - Epoch [84][1380/1997] lr: 7.500e-05, eta: 9:31:24, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8984, loss_cls: 1.1208, loss: 1.1208, grad_norm: 6.7761 2020-10-03 07:30:51,294 - mmaction - INFO - Epoch [84][1400/1997] lr: 7.500e-05, eta: 9:31:03, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.8563 2020-10-03 07:31:12,685 - mmaction - INFO - Epoch [84][1420/1997] lr: 7.500e-05, eta: 9:30:42, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8951, loss_cls: 1.1338, loss: 1.1338, grad_norm: 6.5839 2020-10-03 07:31:33,285 - mmaction - INFO - Epoch [84][1440/1997] lr: 7.500e-05, eta: 9:30:21, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8893, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.6381 2020-10-03 07:31:54,553 - mmaction - INFO - Epoch [84][1460/1997] lr: 7.500e-05, eta: 9:30:00, time: 1.062, data_time: 0.001, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8875, loss_cls: 1.1703, loss: 1.1703, grad_norm: 6.7263 2020-10-03 07:32:15,750 - mmaction - INFO - Epoch [84][1480/1997] lr: 7.500e-05, eta: 9:29:39, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8883, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.6543 2020-10-03 07:32:36,959 - mmaction - INFO - Epoch [84][1500/1997] lr: 7.500e-05, eta: 9:29:18, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8823, loss_cls: 1.1891, loss: 1.1891, grad_norm: 6.7396 2020-10-03 07:32:58,308 - mmaction - INFO - Epoch [84][1520/1997] lr: 7.500e-05, eta: 9:28:57, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8792, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.8765 2020-10-03 07:33:18,915 - mmaction - INFO - Epoch [84][1540/1997] lr: 7.500e-05, eta: 9:28:36, time: 1.030, data_time: 0.040, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8844, loss_cls: 1.1572, loss: 1.1572, grad_norm: 6.7109 2020-10-03 07:33:39,362 - mmaction - INFO - Epoch [84][1560/1997] lr: 7.500e-05, eta: 9:28:15, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8948, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.5601 2020-10-03 07:33:59,486 - mmaction - INFO - Epoch [84][1580/1997] lr: 7.500e-05, eta: 9:27:54, time: 1.005, data_time: 0.115, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.5085 2020-10-03 07:34:20,863 - mmaction - INFO - Epoch [84][1600/1997] lr: 7.500e-05, eta: 9:27:33, time: 1.069, data_time: 0.313, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8885, loss_cls: 1.1767, loss: 1.1767, grad_norm: 6.8016 2020-10-03 07:34:41,909 - mmaction - INFO - Epoch [84][1620/1997] lr: 7.500e-05, eta: 9:27:11, time: 1.053, data_time: 0.293, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8815, loss_cls: 1.1962, loss: 1.1962, grad_norm: 6.6006 2020-10-03 07:35:03,554 - mmaction - INFO - Epoch [84][1640/1997] lr: 7.500e-05, eta: 9:26:51, time: 1.083, data_time: 0.024, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8940, loss_cls: 1.1289, loss: 1.1289, grad_norm: 6.6297 2020-10-03 07:35:24,524 - mmaction - INFO - Epoch [84][1660/1997] lr: 7.500e-05, eta: 9:26:29, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8844, loss_cls: 1.1716, loss: 1.1716, grad_norm: 6.7440 2020-10-03 07:35:45,597 - mmaction - INFO - Epoch [84][1680/1997] lr: 7.500e-05, eta: 9:26:08, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8904, loss_cls: 1.1470, loss: 1.1470, grad_norm: 6.6547 2020-10-03 07:36:06,545 - mmaction - INFO - Epoch [84][1700/1997] lr: 7.500e-05, eta: 9:25:47, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8878, loss_cls: 1.1620, loss: 1.1620, grad_norm: 6.8106 2020-10-03 07:36:28,295 - mmaction - INFO - Epoch [84][1720/1997] lr: 7.500e-05, eta: 9:25:26, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8909, loss_cls: 1.1292, loss: 1.1292, grad_norm: 6.6114 2020-10-03 07:36:49,565 - mmaction - INFO - Epoch [84][1740/1997] lr: 7.500e-05, eta: 9:25:05, time: 1.063, data_time: 0.003, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8859, loss_cls: 1.1666, loss: 1.1666, grad_norm: 6.7734 2020-10-03 07:37:09,881 - mmaction - INFO - Epoch [84][1760/1997] lr: 7.500e-05, eta: 9:24:44, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8909, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.7103 2020-10-03 07:37:31,639 - mmaction - INFO - Epoch [84][1780/1997] lr: 7.500e-05, eta: 9:24:23, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8924, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.7425 2020-10-03 07:37:52,499 - mmaction - INFO - Epoch [84][1800/1997] lr: 7.500e-05, eta: 9:24:02, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8901, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.6025 2020-10-03 07:38:13,341 - mmaction - INFO - Epoch [84][1820/1997] lr: 7.500e-05, eta: 9:23:41, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1791, loss: 1.1791, grad_norm: 6.6945 2020-10-03 07:38:33,739 - mmaction - INFO - Epoch [84][1840/1997] lr: 7.500e-05, eta: 9:23:20, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8885, loss_cls: 1.1773, loss: 1.1773, grad_norm: 6.7796 2020-10-03 07:38:55,576 - mmaction - INFO - Epoch [84][1860/1997] lr: 7.500e-05, eta: 9:22:59, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8914, loss_cls: 1.1424, loss: 1.1424, grad_norm: 6.8342 2020-10-03 07:39:16,609 - mmaction - INFO - Epoch [84][1880/1997] lr: 7.500e-05, eta: 9:22:38, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1635, loss: 1.1635, grad_norm: 6.8833 2020-10-03 07:39:37,486 - mmaction - INFO - Epoch [84][1900/1997] lr: 7.500e-05, eta: 9:22:17, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8891, loss_cls: 1.1490, loss: 1.1490, grad_norm: 6.7185 2020-10-03 07:39:58,400 - mmaction - INFO - Epoch [84][1920/1997] lr: 7.500e-05, eta: 9:21:56, time: 1.047, data_time: 0.107, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.8331 2020-10-03 07:40:19,947 - mmaction - INFO - Epoch [84][1940/1997] lr: 7.500e-05, eta: 9:21:35, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8758, loss_cls: 1.2066, loss: 1.2066, grad_norm: 6.8829 2020-10-03 07:40:40,833 - mmaction - INFO - Epoch [84][1960/1997] lr: 7.500e-05, eta: 9:21:14, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8878, loss_cls: 1.1400, loss: 1.1400, grad_norm: 6.7681 2020-10-03 07:41:01,543 - mmaction - INFO - Epoch [84][1980/1997] lr: 7.500e-05, eta: 9:20:53, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8885, loss_cls: 1.1558, loss: 1.1558, grad_norm: 6.6497 2020-10-03 07:41:20,155 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-10-03 07:42:06,590 - mmaction - INFO - Epoch [85][20/1997] lr: 7.500e-05, eta: 9:20:15, time: 2.279, data_time: 1.074, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8964, loss_cls: 1.1076, loss: 1.1076, grad_norm: 6.6336 2020-10-03 07:42:28,256 - mmaction - INFO - Epoch [85][40/1997] lr: 7.500e-05, eta: 9:19:54, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1972, loss: 1.1972, grad_norm: 6.7447 2020-10-03 07:42:48,377 - mmaction - INFO - Epoch [85][60/1997] lr: 7.500e-05, eta: 9:19:33, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8844, loss_cls: 1.1827, loss: 1.1827, grad_norm: 6.6667 2020-10-03 07:43:09,441 - mmaction - INFO - Epoch [85][80/1997] lr: 7.500e-05, eta: 9:19:12, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7380, top5_acc: 0.8971, loss_cls: 1.0946, loss: 1.0946, grad_norm: 6.6185 2020-10-03 07:43:30,742 - mmaction - INFO - Epoch [85][100/1997] lr: 7.500e-05, eta: 9:18:51, time: 1.066, data_time: 0.003, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8836, loss_cls: 1.1409, loss: 1.1409, grad_norm: 6.6597 2020-10-03 07:43:52,041 - mmaction - INFO - Epoch [85][120/1997] lr: 7.500e-05, eta: 9:18:30, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8888, loss_cls: 1.1559, loss: 1.1559, grad_norm: 6.7126 2020-10-03 07:44:13,635 - mmaction - INFO - Epoch [85][140/1997] lr: 7.500e-05, eta: 9:18:09, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8911, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.7480 2020-10-03 07:44:35,388 - mmaction - INFO - Epoch [85][160/1997] lr: 7.500e-05, eta: 9:17:48, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8799, loss_cls: 1.1949, loss: 1.1949, grad_norm: 6.8786 2020-10-03 07:44:56,770 - mmaction - INFO - Epoch [85][180/1997] lr: 7.500e-05, eta: 9:17:27, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8948, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.6462 2020-10-03 07:45:17,834 - mmaction - INFO - Epoch [85][200/1997] lr: 7.500e-05, eta: 9:17:06, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8875, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.6863 2020-10-03 07:45:38,947 - mmaction - INFO - Epoch [85][220/1997] lr: 7.500e-05, eta: 9:16:45, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8927, loss_cls: 1.1350, loss: 1.1350, grad_norm: 6.7429 2020-10-03 07:46:00,745 - mmaction - INFO - Epoch [85][240/1997] lr: 7.500e-05, eta: 9:16:24, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8820, loss_cls: 1.1911, loss: 1.1911, grad_norm: 6.8721 2020-10-03 07:46:19,791 - mmaction - INFO - Epoch [85][260/1997] lr: 7.500e-05, eta: 9:16:02, time: 0.952, data_time: 0.006, memory: 8350, top1_acc: 0.7339, top5_acc: 0.8930, loss_cls: 1.1278, loss: 1.1278, grad_norm: 6.5873 2020-10-03 07:46:41,646 - mmaction - INFO - Epoch [85][280/1997] lr: 7.500e-05, eta: 9:15:41, time: 1.093, data_time: 0.292, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8966, loss_cls: 1.1194, loss: 1.1194, grad_norm: 6.6375 2020-10-03 07:47:02,549 - mmaction - INFO - Epoch [85][300/1997] lr: 7.500e-05, eta: 9:15:20, time: 1.045, data_time: 0.143, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8885, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.7782 2020-10-03 07:47:23,618 - mmaction - INFO - Epoch [85][320/1997] lr: 7.500e-05, eta: 9:14:59, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8977, loss_cls: 1.1179, loss: 1.1179, grad_norm: 6.6568 2020-10-03 07:47:43,856 - mmaction - INFO - Epoch [85][340/1997] lr: 7.500e-05, eta: 9:14:38, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8956, loss_cls: 1.1209, loss: 1.1209, grad_norm: 6.7971 2020-10-03 07:48:06,065 - mmaction - INFO - Epoch [85][360/1997] lr: 7.500e-05, eta: 9:14:17, time: 1.111, data_time: 0.001, memory: 8350, top1_acc: 0.7406, top5_acc: 0.8919, loss_cls: 1.1066, loss: 1.1066, grad_norm: 6.4936 2020-10-03 07:48:27,035 - mmaction - INFO - Epoch [85][380/1997] lr: 7.500e-05, eta: 9:13:56, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8771, loss_cls: 1.2359, loss: 1.2359, grad_norm: 6.9064 2020-10-03 07:48:46,509 - mmaction - INFO - Epoch [85][400/1997] lr: 7.500e-05, eta: 9:13:35, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8878, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.7023 2020-10-03 07:49:08,789 - mmaction - INFO - Epoch [85][420/1997] lr: 7.500e-05, eta: 9:13:14, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8872, loss_cls: 1.1419, loss: 1.1419, grad_norm: 6.6340 2020-10-03 07:49:29,682 - mmaction - INFO - Epoch [85][440/1997] lr: 7.500e-05, eta: 9:12:53, time: 1.045, data_time: 0.029, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8818, loss_cls: 1.1714, loss: 1.1714, grad_norm: 6.7803 2020-10-03 07:49:50,646 - mmaction - INFO - Epoch [85][460/1997] lr: 7.500e-05, eta: 9:12:32, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8880, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.7529 2020-10-03 07:50:11,592 - mmaction - INFO - Epoch [85][480/1997] lr: 7.500e-05, eta: 9:12:11, time: 1.047, data_time: 0.037, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1907, loss: 1.1907, grad_norm: 6.7831 2020-10-03 07:50:32,978 - mmaction - INFO - Epoch [85][500/1997] lr: 7.500e-05, eta: 9:11:50, time: 1.069, data_time: 0.122, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8922, loss_cls: 1.1286, loss: 1.1286, grad_norm: 6.5688 2020-10-03 07:50:53,333 - mmaction - INFO - Epoch [85][520/1997] lr: 7.500e-05, eta: 9:11:29, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1771, loss: 1.1771, grad_norm: 6.7895 2020-10-03 07:51:13,197 - mmaction - INFO - Epoch [85][540/1997] lr: 7.500e-05, eta: 9:11:07, time: 0.992, data_time: 0.034, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8880, loss_cls: 1.1606, loss: 1.1606, grad_norm: 6.7437 2020-10-03 07:51:34,464 - mmaction - INFO - Epoch [85][560/1997] lr: 7.500e-05, eta: 9:10:46, time: 1.065, data_time: 0.003, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.1772, loss: 1.1772, grad_norm: 6.6372 2020-10-03 07:51:56,889 - mmaction - INFO - Epoch [85][580/1997] lr: 7.500e-05, eta: 9:10:26, time: 1.121, data_time: 0.420, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8898, loss_cls: 1.1560, loss: 1.1560, grad_norm: 6.7043 2020-10-03 07:52:17,795 - mmaction - INFO - Epoch [85][600/1997] lr: 7.500e-05, eta: 9:10:04, time: 1.044, data_time: 0.408, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8914, loss_cls: 1.1559, loss: 1.1559, grad_norm: 6.6465 2020-10-03 07:52:37,984 - mmaction - INFO - Epoch [85][620/1997] lr: 7.500e-05, eta: 9:09:43, time: 1.011, data_time: 0.101, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8867, loss_cls: 1.1710, loss: 1.1710, grad_norm: 6.5706 2020-10-03 07:52:59,924 - mmaction - INFO - Epoch [85][640/1997] lr: 7.500e-05, eta: 9:09:22, time: 1.097, data_time: 0.371, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8930, loss_cls: 1.1226, loss: 1.1226, grad_norm: 6.5649 2020-10-03 07:53:19,978 - mmaction - INFO - Epoch [85][660/1997] lr: 7.500e-05, eta: 9:09:01, time: 1.003, data_time: 0.014, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8854, loss_cls: 1.1564, loss: 1.1564, grad_norm: 6.8011 2020-10-03 07:53:41,131 - mmaction - INFO - Epoch [85][680/1997] lr: 7.500e-05, eta: 9:08:40, time: 1.058, data_time: 0.281, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8812, loss_cls: 1.2106, loss: 1.2106, grad_norm: 7.0028 2020-10-03 07:54:02,088 - mmaction - INFO - Epoch [85][700/1997] lr: 7.500e-05, eta: 9:08:19, time: 1.047, data_time: 0.297, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1421, loss: 1.1421, grad_norm: 6.7561 2020-10-03 07:54:24,192 - mmaction - INFO - Epoch [85][720/1997] lr: 7.500e-05, eta: 9:07:58, time: 1.106, data_time: 0.075, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8865, loss_cls: 1.1460, loss: 1.1460, grad_norm: 6.6844 2020-10-03 07:54:44,924 - mmaction - INFO - Epoch [85][740/1997] lr: 7.500e-05, eta: 9:07:37, time: 1.036, data_time: 0.020, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1790, loss: 1.1790, grad_norm: 6.7913 2020-10-03 07:55:05,564 - mmaction - INFO - Epoch [85][760/1997] lr: 7.500e-05, eta: 9:07:16, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8940, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.7436 2020-10-03 07:55:26,931 - mmaction - INFO - Epoch [85][780/1997] lr: 7.500e-05, eta: 9:06:55, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.7472 2020-10-03 07:55:47,359 - mmaction - INFO - Epoch [85][800/1997] lr: 7.500e-05, eta: 9:06:34, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8904, loss_cls: 1.1518, loss: 1.1518, grad_norm: 6.8584 2020-10-03 07:56:07,987 - mmaction - INFO - Epoch [85][820/1997] lr: 7.500e-05, eta: 9:06:13, time: 1.031, data_time: 0.054, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.7779 2020-10-03 07:56:29,281 - mmaction - INFO - Epoch [85][840/1997] lr: 7.500e-05, eta: 9:05:52, time: 1.065, data_time: 0.148, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8857, loss_cls: 1.1743, loss: 1.1743, grad_norm: 6.6025 2020-10-03 07:56:50,004 - mmaction - INFO - Epoch [85][860/1997] lr: 7.500e-05, eta: 9:05:31, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8898, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.6420 2020-10-03 07:57:11,137 - mmaction - INFO - Epoch [85][880/1997] lr: 7.500e-05, eta: 9:05:09, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8878, loss_cls: 1.1581, loss: 1.1581, grad_norm: 6.7094 2020-10-03 07:57:32,773 - mmaction - INFO - Epoch [85][900/1997] lr: 7.500e-05, eta: 9:04:49, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8932, loss_cls: 1.1212, loss: 1.1212, grad_norm: 6.6530 2020-10-03 07:57:53,309 - mmaction - INFO - Epoch [85][920/1997] lr: 7.500e-05, eta: 9:04:27, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8969, loss_cls: 1.1444, loss: 1.1444, grad_norm: 6.8971 2020-10-03 07:58:13,825 - mmaction - INFO - Epoch [85][940/1997] lr: 7.500e-05, eta: 9:04:06, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8799, loss_cls: 1.1860, loss: 1.1860, grad_norm: 6.7602 2020-10-03 07:58:35,052 - mmaction - INFO - Epoch [85][960/1997] lr: 7.500e-05, eta: 9:03:45, time: 1.062, data_time: 0.003, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8956, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.6978 2020-10-03 07:58:55,791 - mmaction - INFO - Epoch [85][980/1997] lr: 7.500e-05, eta: 9:03:24, time: 1.036, data_time: 0.012, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8724, loss_cls: 1.2244, loss: 1.2244, grad_norm: 6.9242 2020-10-03 07:59:16,100 - mmaction - INFO - Epoch [85][1000/1997] lr: 7.500e-05, eta: 9:03:03, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.6938 2020-10-03 07:59:38,014 - mmaction - INFO - Epoch [85][1020/1997] lr: 7.500e-05, eta: 9:02:42, time: 1.094, data_time: 0.001, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8852, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.6613 2020-10-03 07:59:58,839 - mmaction - INFO - Epoch [85][1040/1997] lr: 7.500e-05, eta: 9:02:21, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1554, loss: 1.1554, grad_norm: 6.7788 2020-10-03 08:00:22,028 - mmaction - INFO - Epoch [85][1060/1997] lr: 7.500e-05, eta: 9:02:00, time: 1.159, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8898, loss_cls: 1.1781, loss: 1.1781, grad_norm: 6.8996 2020-10-03 08:00:41,419 - mmaction - INFO - Epoch [85][1080/1997] lr: 7.500e-05, eta: 9:01:39, time: 0.970, data_time: 0.003, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8870, loss_cls: 1.1669, loss: 1.1669, grad_norm: 6.7513 2020-10-03 08:01:03,376 - mmaction - INFO - Epoch [85][1100/1997] lr: 7.500e-05, eta: 9:01:18, time: 1.097, data_time: 0.001, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8865, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.4917 2020-10-03 08:01:25,873 - mmaction - INFO - Epoch [85][1120/1997] lr: 7.500e-05, eta: 9:00:57, time: 1.125, data_time: 0.002, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8909, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.8537 2020-10-03 08:01:46,332 - mmaction - INFO - Epoch [85][1140/1997] lr: 7.500e-05, eta: 9:00:36, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8875, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.7510 2020-10-03 08:02:07,273 - mmaction - INFO - Epoch [85][1160/1997] lr: 7.500e-05, eta: 9:00:15, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8945, loss_cls: 1.1140, loss: 1.1140, grad_norm: 6.6297 2020-10-03 08:02:27,737 - mmaction - INFO - Epoch [85][1180/1997] lr: 7.500e-05, eta: 8:59:54, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8846, loss_cls: 1.1720, loss: 1.1720, grad_norm: 6.8675 2020-10-03 08:02:48,314 - mmaction - INFO - Epoch [85][1200/1997] lr: 7.500e-05, eta: 8:59:33, time: 1.028, data_time: 0.001, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1589, loss: 1.1589, grad_norm: 6.6682 2020-10-03 08:03:10,253 - mmaction - INFO - Epoch [85][1220/1997] lr: 7.500e-05, eta: 8:59:12, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8839, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.7409 2020-10-03 08:03:31,186 - mmaction - INFO - Epoch [85][1240/1997] lr: 7.500e-05, eta: 8:58:51, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8815, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.7318 2020-10-03 08:03:52,041 - mmaction - INFO - Epoch [85][1260/1997] lr: 7.500e-05, eta: 8:58:30, time: 1.042, data_time: 0.020, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8820, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.7529 2020-10-03 08:04:13,235 - mmaction - INFO - Epoch [85][1280/1997] lr: 7.500e-05, eta: 8:58:09, time: 1.060, data_time: 0.060, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1811, loss: 1.1811, grad_norm: 6.8149 2020-10-03 08:04:34,830 - mmaction - INFO - Epoch [85][1300/1997] lr: 7.500e-05, eta: 8:57:48, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7336, top5_acc: 0.8924, loss_cls: 1.1039, loss: 1.1039, grad_norm: 6.5468 2020-10-03 08:04:56,061 - mmaction - INFO - Epoch [85][1320/1997] lr: 7.500e-05, eta: 8:57:27, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8930, loss_cls: 1.1359, loss: 1.1359, grad_norm: 6.5515 2020-10-03 08:05:15,596 - mmaction - INFO - Epoch [85][1340/1997] lr: 7.500e-05, eta: 8:57:05, time: 0.978, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8885, loss_cls: 1.1618, loss: 1.1618, grad_norm: 6.6925 2020-10-03 08:05:38,067 - mmaction - INFO - Epoch [85][1360/1997] lr: 7.500e-05, eta: 8:56:44, time: 1.123, data_time: 0.001, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8898, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.8768 2020-10-03 08:05:57,335 - mmaction - INFO - Epoch [85][1380/1997] lr: 7.500e-05, eta: 8:56:23, time: 0.962, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8859, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.8386 2020-10-03 08:06:19,037 - mmaction - INFO - Epoch [85][1400/1997] lr: 7.500e-05, eta: 8:56:02, time: 1.086, data_time: 0.022, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8852, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.7054 2020-10-03 08:06:39,562 - mmaction - INFO - Epoch [85][1420/1997] lr: 7.500e-05, eta: 8:55:41, time: 1.026, data_time: 0.048, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8773, loss_cls: 1.2058, loss: 1.2058, grad_norm: 6.8287 2020-10-03 08:06:59,919 - mmaction - INFO - Epoch [85][1440/1997] lr: 7.500e-05, eta: 8:55:20, time: 1.017, data_time: 0.127, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8826, loss_cls: 1.1771, loss: 1.1771, grad_norm: 6.7732 2020-10-03 08:07:22,296 - mmaction - INFO - Epoch [85][1460/1997] lr: 7.500e-05, eta: 8:54:59, time: 1.119, data_time: 0.075, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8875, loss_cls: 1.1610, loss: 1.1610, grad_norm: 6.6170 2020-10-03 08:07:43,763 - mmaction - INFO - Epoch [85][1480/1997] lr: 7.500e-05, eta: 8:54:38, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1885, loss: 1.1885, grad_norm: 6.8650 2020-10-03 08:08:03,495 - mmaction - INFO - Epoch [85][1500/1997] lr: 7.500e-05, eta: 8:54:17, time: 0.986, data_time: 0.001, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8870, loss_cls: 1.1896, loss: 1.1896, grad_norm: 6.8681 2020-10-03 08:08:25,122 - mmaction - INFO - Epoch [85][1520/1997] lr: 7.500e-05, eta: 8:53:56, time: 1.081, data_time: 0.003, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8831, loss_cls: 1.1731, loss: 1.1731, grad_norm: 6.7509 2020-10-03 08:08:46,372 - mmaction - INFO - Epoch [85][1540/1997] lr: 7.500e-05, eta: 8:53:35, time: 1.063, data_time: 0.003, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8948, loss_cls: 1.1401, loss: 1.1401, grad_norm: 6.6729 2020-10-03 08:09:07,828 - mmaction - INFO - Epoch [85][1560/1997] lr: 7.500e-05, eta: 8:53:14, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8930, loss_cls: 1.1298, loss: 1.1298, grad_norm: 6.7473 2020-10-03 08:09:29,241 - mmaction - INFO - Epoch [85][1580/1997] lr: 7.500e-05, eta: 8:52:53, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8927, loss_cls: 1.1566, loss: 1.1566, grad_norm: 6.7281 2020-10-03 08:09:49,272 - mmaction - INFO - Epoch [85][1600/1997] lr: 7.500e-05, eta: 8:52:32, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8841, loss_cls: 1.1913, loss: 1.1913, grad_norm: 6.6920 2020-10-03 08:10:10,276 - mmaction - INFO - Epoch [85][1620/1997] lr: 7.500e-05, eta: 8:52:10, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8888, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.6348 2020-10-03 08:10:31,743 - mmaction - INFO - Epoch [85][1640/1997] lr: 7.500e-05, eta: 8:51:49, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8870, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.5888 2020-10-03 08:10:52,921 - mmaction - INFO - Epoch [85][1660/1997] lr: 7.500e-05, eta: 8:51:28, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8919, loss_cls: 1.1308, loss: 1.1308, grad_norm: 6.5439 2020-10-03 08:11:14,024 - mmaction - INFO - Epoch [85][1680/1997] lr: 7.500e-05, eta: 8:51:07, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8969, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.6749 2020-10-03 08:11:34,658 - mmaction - INFO - Epoch [85][1700/1997] lr: 7.500e-05, eta: 8:50:46, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8919, loss_cls: 1.1620, loss: 1.1620, grad_norm: 6.8472 2020-10-03 08:11:56,235 - mmaction - INFO - Epoch [85][1720/1997] lr: 7.500e-05, eta: 8:50:25, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8758, loss_cls: 1.2080, loss: 1.2080, grad_norm: 7.0442 2020-10-03 08:12:17,357 - mmaction - INFO - Epoch [85][1740/1997] lr: 7.500e-05, eta: 8:50:04, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8909, loss_cls: 1.1528, loss: 1.1528, grad_norm: 6.7485 2020-10-03 08:12:37,576 - mmaction - INFO - Epoch [85][1760/1997] lr: 7.500e-05, eta: 8:49:43, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8888, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.5517 2020-10-03 08:12:59,710 - mmaction - INFO - Epoch [85][1780/1997] lr: 7.500e-05, eta: 8:49:22, time: 1.107, data_time: 0.001, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8898, loss_cls: 1.1253, loss: 1.1253, grad_norm: 6.7131 2020-10-03 08:13:22,112 - mmaction - INFO - Epoch [85][1800/1997] lr: 7.500e-05, eta: 8:49:01, time: 1.120, data_time: 0.001, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8964, loss_cls: 1.1297, loss: 1.1297, grad_norm: 6.6119 2020-10-03 08:13:42,261 - mmaction - INFO - Epoch [85][1820/1997] lr: 7.500e-05, eta: 8:48:40, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8885, loss_cls: 1.1652, loss: 1.1652, grad_norm: 6.7195 2020-10-03 08:14:03,805 - mmaction - INFO - Epoch [85][1840/1997] lr: 7.500e-05, eta: 8:48:19, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8932, loss_cls: 1.1072, loss: 1.1072, grad_norm: 6.6085 2020-10-03 08:14:25,216 - mmaction - INFO - Epoch [85][1860/1997] lr: 7.500e-05, eta: 8:47:58, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8854, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.7980 2020-10-03 08:14:44,996 - mmaction - INFO - Epoch [85][1880/1997] lr: 7.500e-05, eta: 8:47:37, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8862, loss_cls: 1.1698, loss: 1.1698, grad_norm: 6.8260 2020-10-03 08:15:06,274 - mmaction - INFO - Epoch [85][1900/1997] lr: 7.500e-05, eta: 8:47:16, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8901, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.8451 2020-10-03 08:15:28,112 - mmaction - INFO - Epoch [85][1920/1997] lr: 7.500e-05, eta: 8:46:55, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8831, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.7053 2020-10-03 08:15:49,132 - mmaction - INFO - Epoch [85][1940/1997] lr: 7.500e-05, eta: 8:46:34, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8875, loss_cls: 1.1948, loss: 1.1948, grad_norm: 6.9423 2020-10-03 08:16:10,623 - mmaction - INFO - Epoch [85][1960/1997] lr: 7.500e-05, eta: 8:46:13, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8904, loss_cls: 1.1710, loss: 1.1710, grad_norm: 6.7679 2020-10-03 08:16:30,280 - mmaction - INFO - Epoch [85][1980/1997] lr: 7.500e-05, eta: 8:45:52, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8859, loss_cls: 1.1737, loss: 1.1737, grad_norm: 6.7861 2020-10-03 08:16:49,877 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-10-03 08:19:43,085 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 08:19:44,623 - mmaction - INFO - top1_acc 0.7336 top5_acc 0.9148 2020-10-03 08:19:44,623 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 08:19:44,706 - mmaction - INFO - mean_acc 0.7327 2020-10-03 08:19:44,706 - mmaction - INFO - Now best checkpoint is epoch_85.pth 2020-10-03 08:19:44,723 - mmaction - INFO - Epoch(val) [85][1997] top1_acc: 0.7336, top5_acc: 0.9148, mean_class_accuracy: 0.7327 2020-10-03 08:20:27,433 - mmaction - INFO - Epoch [86][20/1997] lr: 7.500e-05, eta: 8:45:13, time: 2.129, data_time: 1.004, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8896, loss_cls: 1.1496, loss: 1.1496, grad_norm: 6.7235 2020-10-03 08:20:48,438 - mmaction - INFO - Epoch [86][40/1997] lr: 7.500e-05, eta: 8:44:52, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8841, loss_cls: 1.1680, loss: 1.1680, grad_norm: 6.8118 2020-10-03 08:21:10,648 - mmaction - INFO - Epoch [86][60/1997] lr: 7.500e-05, eta: 8:44:31, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.7326, top5_acc: 0.8990, loss_cls: 1.1044, loss: 1.1044, grad_norm: 6.4894 2020-10-03 08:21:31,238 - mmaction - INFO - Epoch [86][80/1997] lr: 7.500e-05, eta: 8:44:10, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8862, loss_cls: 1.1736, loss: 1.1736, grad_norm: 6.8151 2020-10-03 08:21:51,521 - mmaction - INFO - Epoch [86][100/1997] lr: 7.500e-05, eta: 8:43:49, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8854, loss_cls: 1.1535, loss: 1.1535, grad_norm: 6.6771 2020-10-03 08:22:13,252 - mmaction - INFO - Epoch [86][120/1997] lr: 7.500e-05, eta: 8:43:28, time: 1.087, data_time: 0.004, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8878, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.6141 2020-10-03 08:22:33,363 - mmaction - INFO - Epoch [86][140/1997] lr: 7.500e-05, eta: 8:43:07, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8836, loss_cls: 1.1514, loss: 1.1514, grad_norm: 6.8250 2020-10-03 08:22:53,858 - mmaction - INFO - Epoch [86][160/1997] lr: 7.500e-05, eta: 8:42:46, time: 1.024, data_time: 0.027, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8927, loss_cls: 1.1243, loss: 1.1243, grad_norm: 6.6981 2020-10-03 08:23:15,590 - mmaction - INFO - Epoch [86][180/1997] lr: 7.500e-05, eta: 8:42:25, time: 1.087, data_time: 0.089, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8870, loss_cls: 1.1790, loss: 1.1790, grad_norm: 6.7811 2020-10-03 08:23:36,043 - mmaction - INFO - Epoch [86][200/1997] lr: 7.500e-05, eta: 8:42:04, time: 1.022, data_time: 0.003, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8833, loss_cls: 1.1737, loss: 1.1737, grad_norm: 6.9436 2020-10-03 08:23:57,918 - mmaction - INFO - Epoch [86][220/1997] lr: 7.500e-05, eta: 8:41:43, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8849, loss_cls: 1.1735, loss: 1.1735, grad_norm: 6.6440 2020-10-03 08:24:18,511 - mmaction - INFO - Epoch [86][240/1997] lr: 7.500e-05, eta: 8:41:22, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8914, loss_cls: 1.1348, loss: 1.1348, grad_norm: 6.7012 2020-10-03 08:24:39,448 - mmaction - INFO - Epoch [86][260/1997] lr: 7.500e-05, eta: 8:41:01, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8846, loss_cls: 1.1799, loss: 1.1799, grad_norm: 6.8993 2020-10-03 08:25:00,760 - mmaction - INFO - Epoch [86][280/1997] lr: 7.500e-05, eta: 8:40:40, time: 1.067, data_time: 0.003, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8839, loss_cls: 1.1942, loss: 1.1942, grad_norm: 6.8365 2020-10-03 08:25:20,632 - mmaction - INFO - Epoch [86][300/1997] lr: 7.500e-05, eta: 8:40:18, time: 0.993, data_time: 0.001, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8799, loss_cls: 1.1907, loss: 1.1907, grad_norm: 6.8387 2020-10-03 08:25:41,342 - mmaction - INFO - Epoch [86][320/1997] lr: 7.500e-05, eta: 8:39:57, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8833, loss_cls: 1.1615, loss: 1.1615, grad_norm: 6.8772 2020-10-03 08:26:02,750 - mmaction - INFO - Epoch [86][340/1997] lr: 7.500e-05, eta: 8:39:36, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8893, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.8180 2020-10-03 08:26:23,420 - mmaction - INFO - Epoch [86][360/1997] lr: 7.500e-05, eta: 8:39:15, time: 1.034, data_time: 0.003, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8880, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.8178 2020-10-03 08:26:44,025 - mmaction - INFO - Epoch [86][380/1997] lr: 7.500e-05, eta: 8:38:54, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8958, loss_cls: 1.1109, loss: 1.1109, grad_norm: 6.7376 2020-10-03 08:27:06,535 - mmaction - INFO - Epoch [86][400/1997] lr: 7.500e-05, eta: 8:38:33, time: 1.126, data_time: 0.001, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8833, loss_cls: 1.1526, loss: 1.1526, grad_norm: 6.7460 2020-10-03 08:27:29,126 - mmaction - INFO - Epoch [86][420/1997] lr: 7.500e-05, eta: 8:38:12, time: 1.129, data_time: 0.001, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8849, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.8573 2020-10-03 08:27:48,551 - mmaction - INFO - Epoch [86][440/1997] lr: 7.500e-05, eta: 8:37:51, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8914, loss_cls: 1.1293, loss: 1.1293, grad_norm: 6.6664 2020-10-03 08:28:09,327 - mmaction - INFO - Epoch [86][460/1997] lr: 7.500e-05, eta: 8:37:30, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8917, loss_cls: 1.1636, loss: 1.1636, grad_norm: 6.8319 2020-10-03 08:28:30,608 - mmaction - INFO - Epoch [86][480/1997] lr: 7.500e-05, eta: 8:37:09, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8924, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.6964 2020-10-03 08:28:53,093 - mmaction - INFO - Epoch [86][500/1997] lr: 7.500e-05, eta: 8:36:48, time: 1.123, data_time: 0.023, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8948, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.6927 2020-10-03 08:29:13,865 - mmaction - INFO - Epoch [86][520/1997] lr: 7.500e-05, eta: 8:36:27, time: 1.040, data_time: 0.003, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8865, loss_cls: 1.1448, loss: 1.1448, grad_norm: 6.7028 2020-10-03 08:29:33,271 - mmaction - INFO - Epoch [86][540/1997] lr: 7.500e-05, eta: 8:36:06, time: 0.970, data_time: 0.012, memory: 8350, top1_acc: 0.7331, top5_acc: 0.8971, loss_cls: 1.1246, loss: 1.1246, grad_norm: 6.7395 2020-10-03 08:29:54,198 - mmaction - INFO - Epoch [86][560/1997] lr: 7.500e-05, eta: 8:35:45, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1880, loss: 1.1880, grad_norm: 6.8943 2020-10-03 08:30:17,251 - mmaction - INFO - Epoch [86][580/1997] lr: 7.500e-05, eta: 8:35:24, time: 1.152, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8867, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.5748 2020-10-03 08:30:38,282 - mmaction - INFO - Epoch [86][600/1997] lr: 7.500e-05, eta: 8:35:03, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8852, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.7406 2020-10-03 08:30:58,432 - mmaction - INFO - Epoch [86][620/1997] lr: 7.500e-05, eta: 8:34:42, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8911, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.6529 2020-10-03 08:31:19,881 - mmaction - INFO - Epoch [86][640/1997] lr: 7.500e-05, eta: 8:34:21, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7326, top5_acc: 0.8940, loss_cls: 1.1156, loss: 1.1156, grad_norm: 6.5624 2020-10-03 08:31:41,034 - mmaction - INFO - Epoch [86][660/1997] lr: 7.500e-05, eta: 8:34:00, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8862, loss_cls: 1.1730, loss: 1.1730, grad_norm: 6.7748 2020-10-03 08:32:01,403 - mmaction - INFO - Epoch [86][680/1997] lr: 7.500e-05, eta: 8:33:38, time: 1.018, data_time: 0.001, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8815, loss_cls: 1.1735, loss: 1.1735, grad_norm: 6.6132 2020-10-03 08:32:23,426 - mmaction - INFO - Epoch [86][700/1997] lr: 7.500e-05, eta: 8:33:18, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8922, loss_cls: 1.1234, loss: 1.1234, grad_norm: 6.7019 2020-10-03 08:32:42,696 - mmaction - INFO - Epoch [86][720/1997] lr: 7.500e-05, eta: 8:32:56, time: 0.962, data_time: 0.001, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8896, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.6076 2020-10-03 08:33:03,643 - mmaction - INFO - Epoch [86][740/1997] lr: 7.500e-05, eta: 8:32:35, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8875, loss_cls: 1.1541, loss: 1.1541, grad_norm: 6.7228 2020-10-03 08:33:26,185 - mmaction - INFO - Epoch [86][760/1997] lr: 7.500e-05, eta: 8:32:14, time: 1.126, data_time: 0.001, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8799, loss_cls: 1.1899, loss: 1.1899, grad_norm: 6.8089 2020-10-03 08:33:45,532 - mmaction - INFO - Epoch [86][780/1997] lr: 7.500e-05, eta: 8:31:53, time: 0.968, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1961, loss: 1.1961, grad_norm: 6.9418 2020-10-03 08:34:06,532 - mmaction - INFO - Epoch [86][800/1997] lr: 7.500e-05, eta: 8:31:32, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8982, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.6391 2020-10-03 08:34:27,990 - mmaction - INFO - Epoch [86][820/1997] lr: 7.500e-05, eta: 8:31:11, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.7279, top5_acc: 0.9000, loss_cls: 1.0951, loss: 1.0951, grad_norm: 6.7045 2020-10-03 08:34:48,696 - mmaction - INFO - Epoch [86][840/1997] lr: 7.500e-05, eta: 8:30:50, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8909, loss_cls: 1.1607, loss: 1.1607, grad_norm: 6.8158 2020-10-03 08:35:09,949 - mmaction - INFO - Epoch [86][860/1997] lr: 7.500e-05, eta: 8:30:29, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8846, loss_cls: 1.1737, loss: 1.1737, grad_norm: 6.7466 2020-10-03 08:35:30,951 - mmaction - INFO - Epoch [86][880/1997] lr: 7.500e-05, eta: 8:30:08, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8909, loss_cls: 1.1488, loss: 1.1488, grad_norm: 6.8063 2020-10-03 08:35:51,696 - mmaction - INFO - Epoch [86][900/1997] lr: 7.500e-05, eta: 8:29:47, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.7365, top5_acc: 0.8992, loss_cls: 1.0822, loss: 1.0822, grad_norm: 6.5267 2020-10-03 08:36:13,096 - mmaction - INFO - Epoch [86][920/1997] lr: 7.500e-05, eta: 8:29:26, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8849, loss_cls: 1.1645, loss: 1.1645, grad_norm: 6.7323 2020-10-03 08:36:34,086 - mmaction - INFO - Epoch [86][940/1997] lr: 7.500e-05, eta: 8:29:05, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8862, loss_cls: 1.1869, loss: 1.1869, grad_norm: 6.8447 2020-10-03 08:36:54,634 - mmaction - INFO - Epoch [86][960/1997] lr: 7.500e-05, eta: 8:28:43, time: 1.027, data_time: 0.011, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8883, loss_cls: 1.1745, loss: 1.1745, grad_norm: 6.9279 2020-10-03 08:37:15,681 - mmaction - INFO - Epoch [86][980/1997] lr: 7.500e-05, eta: 8:28:22, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8781, loss_cls: 1.1915, loss: 1.1915, grad_norm: 6.9261 2020-10-03 08:37:36,585 - mmaction - INFO - Epoch [86][1000/1997] lr: 7.500e-05, eta: 8:28:01, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.7331, top5_acc: 0.8904, loss_cls: 1.1169, loss: 1.1169, grad_norm: 6.5921 2020-10-03 08:37:58,313 - mmaction - INFO - Epoch [86][1020/1997] lr: 7.500e-05, eta: 8:27:40, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8914, loss_cls: 1.1271, loss: 1.1271, grad_norm: 6.6988 2020-10-03 08:38:19,095 - mmaction - INFO - Epoch [86][1040/1997] lr: 7.500e-05, eta: 8:27:19, time: 1.040, data_time: 0.003, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8862, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.7567 2020-10-03 08:38:40,023 - mmaction - INFO - Epoch [86][1060/1997] lr: 7.500e-05, eta: 8:26:58, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8802, loss_cls: 1.2085, loss: 1.2085, grad_norm: 6.8470 2020-10-03 08:39:01,847 - mmaction - INFO - Epoch [86][1080/1997] lr: 7.500e-05, eta: 8:26:37, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8862, loss_cls: 1.1677, loss: 1.1677, grad_norm: 6.7372 2020-10-03 08:39:22,986 - mmaction - INFO - Epoch [86][1100/1997] lr: 7.500e-05, eta: 8:26:16, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8846, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.7404 2020-10-03 08:39:42,750 - mmaction - INFO - Epoch [86][1120/1997] lr: 7.500e-05, eta: 8:25:55, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8919, loss_cls: 1.1351, loss: 1.1351, grad_norm: 6.6460 2020-10-03 08:40:04,864 - mmaction - INFO - Epoch [86][1140/1997] lr: 7.500e-05, eta: 8:25:34, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.7404, top5_acc: 0.9005, loss_cls: 1.0763, loss: 1.0763, grad_norm: 6.5827 2020-10-03 08:40:26,441 - mmaction - INFO - Epoch [86][1160/1997] lr: 7.500e-05, eta: 8:25:13, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1922, loss: 1.1922, grad_norm: 6.8023 2020-10-03 08:40:46,880 - mmaction - INFO - Epoch [86][1180/1997] lr: 7.500e-05, eta: 8:24:52, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8956, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.7829 2020-10-03 08:41:07,778 - mmaction - INFO - Epoch [86][1200/1997] lr: 7.500e-05, eta: 8:24:31, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8924, loss_cls: 1.1662, loss: 1.1662, grad_norm: 6.9561 2020-10-03 08:41:29,284 - mmaction - INFO - Epoch [86][1220/1997] lr: 7.500e-05, eta: 8:24:10, time: 1.075, data_time: 0.001, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8911, loss_cls: 1.1251, loss: 1.1251, grad_norm: 6.7843 2020-10-03 08:41:49,191 - mmaction - INFO - Epoch [86][1240/1997] lr: 7.500e-05, eta: 8:23:49, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8961, loss_cls: 1.1199, loss: 1.1199, grad_norm: 6.6657 2020-10-03 08:42:10,733 - mmaction - INFO - Epoch [86][1260/1997] lr: 7.500e-05, eta: 8:23:28, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8815, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.5958 2020-10-03 08:42:32,250 - mmaction - INFO - Epoch [86][1280/1997] lr: 7.500e-05, eta: 8:23:07, time: 1.077, data_time: 0.003, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8862, loss_cls: 1.1818, loss: 1.1818, grad_norm: 6.8119 2020-10-03 08:42:53,524 - mmaction - INFO - Epoch [86][1300/1997] lr: 7.500e-05, eta: 8:22:46, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8919, loss_cls: 1.1282, loss: 1.1282, grad_norm: 6.6205 2020-10-03 08:43:13,622 - mmaction - INFO - Epoch [86][1320/1997] lr: 7.500e-05, eta: 8:22:24, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8880, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.8283 2020-10-03 08:43:35,106 - mmaction - INFO - Epoch [86][1340/1997] lr: 7.500e-05, eta: 8:22:03, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8937, loss_cls: 1.1462, loss: 1.1462, grad_norm: 6.7122 2020-10-03 08:43:56,686 - mmaction - INFO - Epoch [86][1360/1997] lr: 7.500e-05, eta: 8:21:42, time: 1.078, data_time: 0.001, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8820, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.6694 2020-10-03 08:44:16,419 - mmaction - INFO - Epoch [86][1380/1997] lr: 7.500e-05, eta: 8:21:21, time: 0.987, data_time: 0.003, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8797, loss_cls: 1.2085, loss: 1.2085, grad_norm: 6.8919 2020-10-03 08:44:39,370 - mmaction - INFO - Epoch [86][1400/1997] lr: 7.500e-05, eta: 8:21:00, time: 1.147, data_time: 0.002, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8922, loss_cls: 1.1540, loss: 1.1540, grad_norm: 6.8510 2020-10-03 08:45:00,369 - mmaction - INFO - Epoch [86][1420/1997] lr: 7.500e-05, eta: 8:20:39, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8878, loss_cls: 1.1651, loss: 1.1651, grad_norm: 6.8371 2020-10-03 08:45:20,851 - mmaction - INFO - Epoch [86][1440/1997] lr: 7.500e-05, eta: 8:20:18, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8919, loss_cls: 1.1554, loss: 1.1554, grad_norm: 6.8392 2020-10-03 08:45:41,733 - mmaction - INFO - Epoch [86][1460/1997] lr: 7.500e-05, eta: 8:19:57, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8823, loss_cls: 1.1683, loss: 1.1683, grad_norm: 6.6594 2020-10-03 08:46:01,498 - mmaction - INFO - Epoch [86][1480/1997] lr: 7.500e-05, eta: 8:19:36, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.1213, loss: 1.1213, grad_norm: 6.7256 2020-10-03 08:46:23,461 - mmaction - INFO - Epoch [86][1500/1997] lr: 7.500e-05, eta: 8:19:15, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8885, loss_cls: 1.1523, loss: 1.1523, grad_norm: 6.7298 2020-10-03 08:46:44,532 - mmaction - INFO - Epoch [86][1520/1997] lr: 7.500e-05, eta: 8:18:54, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8872, loss_cls: 1.1587, loss: 1.1587, grad_norm: 6.6913 2020-10-03 08:47:06,575 - mmaction - INFO - Epoch [86][1540/1997] lr: 7.500e-05, eta: 8:18:33, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8935, loss_cls: 1.1276, loss: 1.1276, grad_norm: 6.6452 2020-10-03 08:47:26,576 - mmaction - INFO - Epoch [86][1560/1997] lr: 7.500e-05, eta: 8:18:12, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7083, top5_acc: 0.8805, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.6911 2020-10-03 08:47:46,996 - mmaction - INFO - Epoch [86][1580/1997] lr: 7.500e-05, eta: 8:17:51, time: 1.021, data_time: 0.004, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8904, loss_cls: 1.1506, loss: 1.1506, grad_norm: 6.6350 2020-10-03 08:48:08,543 - mmaction - INFO - Epoch [86][1600/1997] lr: 7.500e-05, eta: 8:17:30, time: 1.078, data_time: 0.201, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8771, loss_cls: 1.1748, loss: 1.1748, grad_norm: 6.7536 2020-10-03 08:48:29,595 - mmaction - INFO - Epoch [86][1620/1997] lr: 7.500e-05, eta: 8:17:09, time: 1.052, data_time: 0.163, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8823, loss_cls: 1.1930, loss: 1.1930, grad_norm: 6.9064 2020-10-03 08:48:50,434 - mmaction - INFO - Epoch [86][1640/1997] lr: 7.500e-05, eta: 8:16:48, time: 1.042, data_time: 0.278, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1523, loss: 1.1523, grad_norm: 6.6782 2020-10-03 08:49:11,589 - mmaction - INFO - Epoch [86][1660/1997] lr: 7.500e-05, eta: 8:16:26, time: 1.057, data_time: 0.110, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8917, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.7491 2020-10-03 08:49:31,962 - mmaction - INFO - Epoch [86][1680/1997] lr: 7.500e-05, eta: 8:16:05, time: 1.020, data_time: 0.046, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8836, loss_cls: 1.1719, loss: 1.1719, grad_norm: 6.7082 2020-10-03 08:49:53,943 - mmaction - INFO - Epoch [86][1700/1997] lr: 7.500e-05, eta: 8:15:44, time: 1.099, data_time: 0.336, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8831, loss_cls: 1.1672, loss: 1.1672, grad_norm: 6.9288 2020-10-03 08:50:14,020 - mmaction - INFO - Epoch [86][1720/1997] lr: 7.500e-05, eta: 8:15:23, time: 1.003, data_time: 0.391, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8771, loss_cls: 1.1903, loss: 1.1903, grad_norm: 6.7391 2020-10-03 08:50:36,427 - mmaction - INFO - Epoch [86][1740/1997] lr: 7.500e-05, eta: 8:15:02, time: 1.121, data_time: 0.403, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8922, loss_cls: 1.1395, loss: 1.1395, grad_norm: 6.7613 2020-10-03 08:50:57,028 - mmaction - INFO - Epoch [86][1760/1997] lr: 7.500e-05, eta: 8:14:41, time: 1.030, data_time: 0.026, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8841, loss_cls: 1.1721, loss: 1.1721, grad_norm: 6.6257 2020-10-03 08:51:17,276 - mmaction - INFO - Epoch [86][1780/1997] lr: 7.500e-05, eta: 8:14:20, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8826, loss_cls: 1.1683, loss: 1.1683, grad_norm: 6.5965 2020-10-03 08:51:38,422 - mmaction - INFO - Epoch [86][1800/1997] lr: 7.500e-05, eta: 8:13:59, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8823, loss_cls: 1.1629, loss: 1.1629, grad_norm: 6.8463 2020-10-03 08:52:01,019 - mmaction - INFO - Epoch [86][1820/1997] lr: 7.500e-05, eta: 8:13:38, time: 1.131, data_time: 0.002, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8935, loss_cls: 1.1517, loss: 1.1517, grad_norm: 6.9689 2020-10-03 08:52:22,002 - mmaction - INFO - Epoch [86][1840/1997] lr: 7.500e-05, eta: 8:13:17, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8883, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.7394 2020-10-03 08:52:41,821 - mmaction - INFO - Epoch [86][1860/1997] lr: 7.500e-05, eta: 8:12:56, time: 0.991, data_time: 0.003, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8820, loss_cls: 1.1669, loss: 1.1669, grad_norm: 6.8110 2020-10-03 08:53:04,194 - mmaction - INFO - Epoch [86][1880/1997] lr: 7.500e-05, eta: 8:12:35, time: 1.119, data_time: 0.003, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8883, loss_cls: 1.1521, loss: 1.1521, grad_norm: 6.6380 2020-10-03 08:53:24,291 - mmaction - INFO - Epoch [86][1900/1997] lr: 7.500e-05, eta: 8:12:14, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8872, loss_cls: 1.1760, loss: 1.1760, grad_norm: 6.8112 2020-10-03 08:53:45,725 - mmaction - INFO - Epoch [86][1920/1997] lr: 7.500e-05, eta: 8:11:53, time: 1.073, data_time: 0.003, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8826, loss_cls: 1.1722, loss: 1.1722, grad_norm: 6.8208 2020-10-03 08:54:07,715 - mmaction - INFO - Epoch [86][1940/1997] lr: 7.500e-05, eta: 8:11:32, time: 1.099, data_time: 0.001, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8930, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.6042 2020-10-03 08:54:27,870 - mmaction - INFO - Epoch [86][1960/1997] lr: 7.500e-05, eta: 8:11:11, time: 1.009, data_time: 0.003, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8849, loss_cls: 1.1786, loss: 1.1786, grad_norm: 6.6839 2020-10-03 08:54:49,686 - mmaction - INFO - Epoch [86][1980/1997] lr: 7.500e-05, eta: 8:10:50, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8919, loss_cls: 1.1407, loss: 1.1407, grad_norm: 6.7955 2020-10-03 08:55:06,587 - mmaction - INFO - Saving checkpoint at 86 epochs 2020-10-03 08:55:52,479 - mmaction - INFO - Epoch [87][20/1997] lr: 7.500e-05, eta: 8:10:12, time: 2.239, data_time: 1.330, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.6358 2020-10-03 08:56:13,645 - mmaction - INFO - Epoch [87][40/1997] lr: 7.500e-05, eta: 8:09:51, time: 1.059, data_time: 0.208, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8852, loss_cls: 1.1713, loss: 1.1713, grad_norm: 6.8239 2020-10-03 08:56:33,310 - mmaction - INFO - Epoch [87][60/1997] lr: 7.500e-05, eta: 8:09:29, time: 0.983, data_time: 0.063, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8828, loss_cls: 1.1721, loss: 1.1721, grad_norm: 6.8776 2020-10-03 08:56:56,280 - mmaction - INFO - Epoch [87][80/1997] lr: 7.500e-05, eta: 8:09:09, time: 1.149, data_time: 0.067, memory: 8350, top1_acc: 0.7333, top5_acc: 0.8940, loss_cls: 1.0965, loss: 1.0965, grad_norm: 6.5686 2020-10-03 08:57:17,585 - mmaction - INFO - Epoch [87][100/1997] lr: 7.500e-05, eta: 8:08:48, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8909, loss_cls: 1.1276, loss: 1.1276, grad_norm: 6.6794 2020-10-03 08:57:37,654 - mmaction - INFO - Epoch [87][120/1997] lr: 7.500e-05, eta: 8:08:27, time: 1.004, data_time: 0.013, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8818, loss_cls: 1.1991, loss: 1.1991, grad_norm: 6.8508 2020-10-03 08:57:58,386 - mmaction - INFO - Epoch [87][140/1997] lr: 7.500e-05, eta: 8:08:05, time: 1.037, data_time: 0.031, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8878, loss_cls: 1.1664, loss: 1.1664, grad_norm: 6.7294 2020-10-03 08:58:19,672 - mmaction - INFO - Epoch [87][160/1997] lr: 7.500e-05, eta: 8:07:44, time: 1.064, data_time: 0.014, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8867, loss_cls: 1.1558, loss: 1.1558, grad_norm: 6.7473 2020-10-03 08:58:40,578 - mmaction - INFO - Epoch [87][180/1997] lr: 7.500e-05, eta: 8:07:23, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.8739 2020-10-03 08:59:03,693 - mmaction - INFO - Epoch [87][200/1997] lr: 7.500e-05, eta: 8:07:03, time: 1.155, data_time: 0.001, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8932, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.7659 2020-10-03 08:59:24,205 - mmaction - INFO - Epoch [87][220/1997] lr: 7.500e-05, eta: 8:06:41, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8885, loss_cls: 1.1524, loss: 1.1524, grad_norm: 6.7452 2020-10-03 08:59:45,633 - mmaction - INFO - Epoch [87][240/1997] lr: 7.500e-05, eta: 8:06:20, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8797, loss_cls: 1.2011, loss: 1.2011, grad_norm: 7.0166 2020-10-03 09:00:07,402 - mmaction - INFO - Epoch [87][260/1997] lr: 7.500e-05, eta: 8:06:00, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8826, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.8447 2020-10-03 09:00:27,589 - mmaction - INFO - Epoch [87][280/1997] lr: 7.500e-05, eta: 8:05:38, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8911, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.7766 2020-10-03 09:00:50,983 - mmaction - INFO - Epoch [87][300/1997] lr: 7.500e-05, eta: 8:05:18, time: 1.169, data_time: 0.001, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.6984 2020-10-03 09:01:12,061 - mmaction - INFO - Epoch [87][320/1997] lr: 7.500e-05, eta: 8:04:57, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8885, loss_cls: 1.1604, loss: 1.1604, grad_norm: 6.7697 2020-10-03 09:01:33,027 - mmaction - INFO - Epoch [87][340/1997] lr: 7.500e-05, eta: 8:04:36, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8865, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.8329 2020-10-03 09:01:53,873 - mmaction - INFO - Epoch [87][360/1997] lr: 7.500e-05, eta: 8:04:14, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8893, loss_cls: 1.1571, loss: 1.1571, grad_norm: 6.7754 2020-10-03 09:02:14,068 - mmaction - INFO - Epoch [87][380/1997] lr: 7.500e-05, eta: 8:03:53, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8826, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.6989 2020-10-03 09:02:34,439 - mmaction - INFO - Epoch [87][400/1997] lr: 7.500e-05, eta: 8:03:32, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8935, loss_cls: 1.1647, loss: 1.1647, grad_norm: 6.8090 2020-10-03 09:02:56,047 - mmaction - INFO - Epoch [87][420/1997] lr: 7.500e-05, eta: 8:03:11, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8901, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.6335 2020-10-03 09:03:17,750 - mmaction - INFO - Epoch [87][440/1997] lr: 7.500e-05, eta: 8:02:50, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8940, loss_cls: 1.1241, loss: 1.1241, grad_norm: 6.7459 2020-10-03 09:03:38,811 - mmaction - INFO - Epoch [87][460/1997] lr: 7.500e-05, eta: 8:02:29, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8917, loss_cls: 1.1328, loss: 1.1328, grad_norm: 6.6729 2020-10-03 09:03:59,788 - mmaction - INFO - Epoch [87][480/1997] lr: 7.500e-05, eta: 8:02:08, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8930, loss_cls: 1.1577, loss: 1.1577, grad_norm: 6.8294 2020-10-03 09:04:21,454 - mmaction - INFO - Epoch [87][500/1997] lr: 7.500e-05, eta: 8:01:47, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8768, loss_cls: 1.1853, loss: 1.1853, grad_norm: 6.7776 2020-10-03 09:04:43,127 - mmaction - INFO - Epoch [87][520/1997] lr: 7.500e-05, eta: 8:01:26, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8820, loss_cls: 1.1745, loss: 1.1745, grad_norm: 6.8394 2020-10-03 09:05:03,436 - mmaction - INFO - Epoch [87][540/1997] lr: 7.500e-05, eta: 8:01:05, time: 1.015, data_time: 0.138, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8901, loss_cls: 1.1786, loss: 1.1786, grad_norm: 6.9901 2020-10-03 09:05:24,068 - mmaction - INFO - Epoch [87][560/1997] lr: 7.500e-05, eta: 8:00:44, time: 1.031, data_time: 0.278, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8911, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.8015 2020-10-03 09:05:45,541 - mmaction - INFO - Epoch [87][580/1997] lr: 7.500e-05, eta: 8:00:23, time: 1.074, data_time: 0.158, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8867, loss_cls: 1.1681, loss: 1.1681, grad_norm: 6.9076 2020-10-03 09:06:05,750 - mmaction - INFO - Epoch [87][600/1997] lr: 7.500e-05, eta: 8:00:02, time: 1.010, data_time: 0.017, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8836, loss_cls: 1.1540, loss: 1.1540, grad_norm: 6.7539 2020-10-03 09:06:26,856 - mmaction - INFO - Epoch [87][620/1997] lr: 7.500e-05, eta: 7:59:41, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8810, loss_cls: 1.1577, loss: 1.1577, grad_norm: 6.7870 2020-10-03 09:06:47,813 - mmaction - INFO - Epoch [87][640/1997] lr: 7.500e-05, eta: 7:59:20, time: 1.048, data_time: 0.065, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8867, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.9252 2020-10-03 09:07:09,111 - mmaction - INFO - Epoch [87][660/1997] lr: 7.500e-05, eta: 7:58:58, time: 1.065, data_time: 0.421, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8898, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.8698 2020-10-03 09:07:30,632 - mmaction - INFO - Epoch [87][680/1997] lr: 7.500e-05, eta: 7:58:38, time: 1.076, data_time: 0.455, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8896, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.6338 2020-10-03 09:07:50,985 - mmaction - INFO - Epoch [87][700/1997] lr: 7.500e-05, eta: 7:58:16, time: 1.017, data_time: 0.271, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8836, loss_cls: 1.1885, loss: 1.1885, grad_norm: 6.8323 2020-10-03 09:08:12,338 - mmaction - INFO - Epoch [87][720/1997] lr: 7.500e-05, eta: 7:57:55, time: 1.068, data_time: 0.225, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8849, loss_cls: 1.1841, loss: 1.1841, grad_norm: 6.8384 2020-10-03 09:08:33,212 - mmaction - INFO - Epoch [87][740/1997] lr: 7.500e-05, eta: 7:57:34, time: 1.044, data_time: 0.008, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8836, loss_cls: 1.1668, loss: 1.1668, grad_norm: 6.8620 2020-10-03 09:08:54,236 - mmaction - INFO - Epoch [87][760/1997] lr: 7.500e-05, eta: 7:57:13, time: 1.052, data_time: 0.216, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8872, loss_cls: 1.1437, loss: 1.1437, grad_norm: 6.7976 2020-10-03 09:09:15,467 - mmaction - INFO - Epoch [87][780/1997] lr: 7.500e-05, eta: 7:56:52, time: 1.061, data_time: 0.277, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8896, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.7559 2020-10-03 09:09:36,549 - mmaction - INFO - Epoch [87][800/1997] lr: 7.500e-05, eta: 7:56:31, time: 1.055, data_time: 0.100, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1726, loss: 1.1726, grad_norm: 6.7565 2020-10-03 09:09:57,887 - mmaction - INFO - Epoch [87][820/1997] lr: 7.500e-05, eta: 7:56:10, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8872, loss_cls: 1.1559, loss: 1.1559, grad_norm: 6.7355 2020-10-03 09:10:18,369 - mmaction - INFO - Epoch [87][840/1997] lr: 7.500e-05, eta: 7:55:49, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8846, loss_cls: 1.1811, loss: 1.1811, grad_norm: 6.7563 2020-10-03 09:10:40,126 - mmaction - INFO - Epoch [87][860/1997] lr: 7.500e-05, eta: 7:55:28, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8951, loss_cls: 1.1372, loss: 1.1372, grad_norm: 6.8241 2020-10-03 09:11:01,732 - mmaction - INFO - Epoch [87][880/1997] lr: 7.500e-05, eta: 7:55:07, time: 1.081, data_time: 0.009, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8815, loss_cls: 1.2041, loss: 1.2041, grad_norm: 6.8009 2020-10-03 09:11:22,783 - mmaction - INFO - Epoch [87][900/1997] lr: 7.500e-05, eta: 7:54:46, time: 1.053, data_time: 0.160, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8911, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.7463 2020-10-03 09:11:44,505 - mmaction - INFO - Epoch [87][920/1997] lr: 7.500e-05, eta: 7:54:25, time: 1.083, data_time: 0.093, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8901, loss_cls: 1.1423, loss: 1.1423, grad_norm: 6.6991 2020-10-03 09:12:03,839 - mmaction - INFO - Epoch [87][940/1997] lr: 7.500e-05, eta: 7:54:04, time: 0.968, data_time: 0.003, memory: 8350, top1_acc: 0.7339, top5_acc: 0.8904, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.7304 2020-10-03 09:12:25,380 - mmaction - INFO - Epoch [87][960/1997] lr: 7.500e-05, eta: 7:53:43, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8865, loss_cls: 1.1409, loss: 1.1409, grad_norm: 6.7770 2020-10-03 09:12:46,376 - mmaction - INFO - Epoch [87][980/1997] lr: 7.500e-05, eta: 7:53:22, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.7411, top5_acc: 0.8964, loss_cls: 1.0955, loss: 1.0955, grad_norm: 6.6046 2020-10-03 09:13:07,644 - mmaction - INFO - Epoch [87][1000/1997] lr: 7.500e-05, eta: 7:53:01, time: 1.064, data_time: 0.003, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8948, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.7755 2020-10-03 09:13:28,316 - mmaction - INFO - Epoch [87][1020/1997] lr: 7.500e-05, eta: 7:52:40, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8883, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.5959 2020-10-03 09:13:49,103 - mmaction - INFO - Epoch [87][1040/1997] lr: 7.500e-05, eta: 7:52:18, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8966, loss_cls: 1.1378, loss: 1.1378, grad_norm: 6.9016 2020-10-03 09:14:10,893 - mmaction - INFO - Epoch [87][1060/1997] lr: 7.500e-05, eta: 7:51:57, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8862, loss_cls: 1.1798, loss: 1.1798, grad_norm: 6.8770 2020-10-03 09:14:30,693 - mmaction - INFO - Epoch [87][1080/1997] lr: 7.500e-05, eta: 7:51:36, time: 0.991, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1687, loss: 1.1687, grad_norm: 6.8144 2020-10-03 09:14:51,693 - mmaction - INFO - Epoch [87][1100/1997] lr: 7.500e-05, eta: 7:51:15, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8917, loss_cls: 1.1317, loss: 1.1317, grad_norm: 6.6408 2020-10-03 09:15:12,915 - mmaction - INFO - Epoch [87][1120/1997] lr: 7.500e-05, eta: 7:50:54, time: 1.061, data_time: 0.011, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8849, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.7679 2020-10-03 09:15:34,475 - mmaction - INFO - Epoch [87][1140/1997] lr: 7.500e-05, eta: 7:50:33, time: 1.078, data_time: 0.004, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8924, loss_cls: 1.1285, loss: 1.1285, grad_norm: 6.6215 2020-10-03 09:15:56,170 - mmaction - INFO - Epoch [87][1160/1997] lr: 7.500e-05, eta: 7:50:12, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8862, loss_cls: 1.1745, loss: 1.1745, grad_norm: 6.7356 2020-10-03 09:16:16,983 - mmaction - INFO - Epoch [87][1180/1997] lr: 7.500e-05, eta: 7:49:51, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8849, loss_cls: 1.1788, loss: 1.1788, grad_norm: 6.9072 2020-10-03 09:16:38,051 - mmaction - INFO - Epoch [87][1200/1997] lr: 7.500e-05, eta: 7:49:30, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8904, loss_cls: 1.1305, loss: 1.1305, grad_norm: 6.7226 2020-10-03 09:16:58,724 - mmaction - INFO - Epoch [87][1220/1997] lr: 7.500e-05, eta: 7:49:09, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8849, loss_cls: 1.1777, loss: 1.1777, grad_norm: 6.7924 2020-10-03 09:17:19,186 - mmaction - INFO - Epoch [87][1240/1997] lr: 7.500e-05, eta: 7:48:48, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8896, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.7165 2020-10-03 09:17:40,893 - mmaction - INFO - Epoch [87][1260/1997] lr: 7.500e-05, eta: 7:48:27, time: 1.085, data_time: 0.003, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8951, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.6597 2020-10-03 09:18:01,478 - mmaction - INFO - Epoch [87][1280/1997] lr: 7.500e-05, eta: 7:48:06, time: 1.030, data_time: 0.003, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8901, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.7174 2020-10-03 09:18:22,460 - mmaction - INFO - Epoch [87][1300/1997] lr: 7.500e-05, eta: 7:47:45, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.1263, loss: 1.1263, grad_norm: 6.5848 2020-10-03 09:18:44,028 - mmaction - INFO - Epoch [87][1320/1997] lr: 7.500e-05, eta: 7:47:24, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8901, loss_cls: 1.1288, loss: 1.1288, grad_norm: 6.7063 2020-10-03 09:19:04,467 - mmaction - INFO - Epoch [87][1340/1997] lr: 7.500e-05, eta: 7:47:03, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8935, loss_cls: 1.1355, loss: 1.1355, grad_norm: 6.8069 2020-10-03 09:19:26,518 - mmaction - INFO - Epoch [87][1360/1997] lr: 7.500e-05, eta: 7:46:42, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8870, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.8583 2020-10-03 09:19:46,878 - mmaction - INFO - Epoch [87][1380/1997] lr: 7.500e-05, eta: 7:46:20, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8839, loss_cls: 1.1964, loss: 1.1964, grad_norm: 6.9853 2020-10-03 09:20:08,257 - mmaction - INFO - Epoch [87][1400/1997] lr: 7.500e-05, eta: 7:45:59, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8805, loss_cls: 1.2107, loss: 1.2107, grad_norm: 6.8397 2020-10-03 09:20:29,865 - mmaction - INFO - Epoch [87][1420/1997] lr: 7.500e-05, eta: 7:45:38, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8862, loss_cls: 1.1502, loss: 1.1502, grad_norm: 6.7945 2020-10-03 09:20:50,697 - mmaction - INFO - Epoch [87][1440/1997] lr: 7.500e-05, eta: 7:45:17, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8906, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.7579 2020-10-03 09:21:11,658 - mmaction - INFO - Epoch [87][1460/1997] lr: 7.500e-05, eta: 7:44:56, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8906, loss_cls: 1.1247, loss: 1.1247, grad_norm: 6.7126 2020-10-03 09:21:32,869 - mmaction - INFO - Epoch [87][1480/1997] lr: 7.500e-05, eta: 7:44:35, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.8719 2020-10-03 09:21:53,408 - mmaction - INFO - Epoch [87][1500/1997] lr: 7.500e-05, eta: 7:44:14, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8802, loss_cls: 1.1891, loss: 1.1891, grad_norm: 6.8956 2020-10-03 09:22:15,237 - mmaction - INFO - Epoch [87][1520/1997] lr: 7.500e-05, eta: 7:43:53, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1669, loss: 1.1669, grad_norm: 6.8470 2020-10-03 09:22:35,123 - mmaction - INFO - Epoch [87][1540/1997] lr: 7.500e-05, eta: 7:43:32, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8747, loss_cls: 1.2068, loss: 1.2068, grad_norm: 6.8713 2020-10-03 09:22:56,762 - mmaction - INFO - Epoch [87][1560/1997] lr: 7.500e-05, eta: 7:43:11, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8969, loss_cls: 1.1172, loss: 1.1172, grad_norm: 6.5805 2020-10-03 09:23:18,915 - mmaction - INFO - Epoch [87][1580/1997] lr: 7.500e-05, eta: 7:42:50, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.7081, top5_acc: 0.8820, loss_cls: 1.1702, loss: 1.1702, grad_norm: 6.8380 2020-10-03 09:23:38,822 - mmaction - INFO - Epoch [87][1600/1997] lr: 7.500e-05, eta: 7:42:29, time: 0.995, data_time: 0.035, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1486, loss: 1.1486, grad_norm: 6.7697 2020-10-03 09:24:01,959 - mmaction - INFO - Epoch [87][1620/1997] lr: 7.500e-05, eta: 7:42:08, time: 1.157, data_time: 0.528, memory: 8350, top1_acc: 0.7318, top5_acc: 0.8927, loss_cls: 1.1220, loss: 1.1220, grad_norm: 6.5810 2020-10-03 09:24:20,326 - mmaction - INFO - Epoch [87][1640/1997] lr: 7.500e-05, eta: 7:41:47, time: 0.919, data_time: 0.297, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8872, loss_cls: 1.1535, loss: 1.1535, grad_norm: 6.7712 2020-10-03 09:24:41,907 - mmaction - INFO - Epoch [87][1660/1997] lr: 7.500e-05, eta: 7:41:26, time: 1.079, data_time: 0.234, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.7712 2020-10-03 09:25:02,712 - mmaction - INFO - Epoch [87][1680/1997] lr: 7.500e-05, eta: 7:41:05, time: 1.040, data_time: 0.024, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8823, loss_cls: 1.1894, loss: 1.1894, grad_norm: 6.8327 2020-10-03 09:25:24,871 - mmaction - INFO - Epoch [87][1700/1997] lr: 7.500e-05, eta: 7:40:44, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8854, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.6316 2020-10-03 09:25:45,200 - mmaction - INFO - Epoch [87][1720/1997] lr: 7.500e-05, eta: 7:40:23, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8927, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.7706 2020-10-03 09:26:06,830 - mmaction - INFO - Epoch [87][1740/1997] lr: 7.500e-05, eta: 7:40:02, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8781, loss_cls: 1.1850, loss: 1.1850, grad_norm: 6.8794 2020-10-03 09:26:26,980 - mmaction - INFO - Epoch [87][1760/1997] lr: 7.500e-05, eta: 7:39:40, time: 1.007, data_time: 0.001, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8901, loss_cls: 1.1755, loss: 1.1755, grad_norm: 6.8905 2020-10-03 09:26:48,941 - mmaction - INFO - Epoch [87][1780/1997] lr: 7.500e-05, eta: 7:39:19, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8859, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.9054 2020-10-03 09:27:09,717 - mmaction - INFO - Epoch [87][1800/1997] lr: 7.500e-05, eta: 7:38:58, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8810, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.7472 2020-10-03 09:27:30,340 - mmaction - INFO - Epoch [87][1820/1997] lr: 7.500e-05, eta: 7:38:37, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8802, loss_cls: 1.1656, loss: 1.1656, grad_norm: 6.9282 2020-10-03 09:27:51,571 - mmaction - INFO - Epoch [87][1840/1997] lr: 7.500e-05, eta: 7:38:16, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8901, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.8939 2020-10-03 09:28:12,755 - mmaction - INFO - Epoch [87][1860/1997] lr: 7.500e-05, eta: 7:37:55, time: 1.059, data_time: 0.022, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8878, loss_cls: 1.1693, loss: 1.1693, grad_norm: 6.7718 2020-10-03 09:28:33,630 - mmaction - INFO - Epoch [87][1880/1997] lr: 7.500e-05, eta: 7:37:34, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8901, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.9733 2020-10-03 09:28:53,870 - mmaction - INFO - Epoch [87][1900/1997] lr: 7.500e-05, eta: 7:37:13, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8865, loss_cls: 1.1528, loss: 1.1528, grad_norm: 6.7273 2020-10-03 09:29:15,820 - mmaction - INFO - Epoch [87][1920/1997] lr: 7.500e-05, eta: 7:36:52, time: 1.097, data_time: 0.019, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8917, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.6486 2020-10-03 09:29:35,179 - mmaction - INFO - Epoch [87][1940/1997] lr: 7.500e-05, eta: 7:36:31, time: 0.968, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8862, loss_cls: 1.1709, loss: 1.1709, grad_norm: 6.7990 2020-10-03 09:29:56,269 - mmaction - INFO - Epoch [87][1960/1997] lr: 7.500e-05, eta: 7:36:10, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1221, loss: 1.1221, grad_norm: 6.6377 2020-10-03 09:30:17,658 - mmaction - INFO - Epoch [87][1980/1997] lr: 7.500e-05, eta: 7:35:49, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8875, loss_cls: 1.1700, loss: 1.1700, grad_norm: 6.7583 2020-10-03 09:30:36,169 - mmaction - INFO - Saving checkpoint at 87 epochs 2020-10-03 09:31:22,975 - mmaction - INFO - Epoch [88][20/1997] lr: 7.500e-05, eta: 7:35:11, time: 2.297, data_time: 1.110, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8888, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.7613 2020-10-03 09:31:44,066 - mmaction - INFO - Epoch [88][40/1997] lr: 7.500e-05, eta: 7:34:50, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8872, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.8813 2020-10-03 09:32:06,175 - mmaction - INFO - Epoch [88][60/1997] lr: 7.500e-05, eta: 7:34:29, time: 1.106, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8883, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.6495 2020-10-03 09:32:27,288 - mmaction - INFO - Epoch [88][80/1997] lr: 7.500e-05, eta: 7:34:08, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8909, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.7436 2020-10-03 09:32:47,126 - mmaction - INFO - Epoch [88][100/1997] lr: 7.500e-05, eta: 7:33:46, time: 0.991, data_time: 0.010, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.9856 2020-10-03 09:33:08,751 - mmaction - INFO - Epoch [88][120/1997] lr: 7.500e-05, eta: 7:33:26, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8961, loss_cls: 1.1253, loss: 1.1253, grad_norm: 6.6192 2020-10-03 09:33:30,198 - mmaction - INFO - Epoch [88][140/1997] lr: 7.500e-05, eta: 7:33:05, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8880, loss_cls: 1.1156, loss: 1.1156, grad_norm: 6.6363 2020-10-03 09:33:51,230 - mmaction - INFO - Epoch [88][160/1997] lr: 7.500e-05, eta: 7:32:43, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8846, loss_cls: 1.1714, loss: 1.1714, grad_norm: 6.8285 2020-10-03 09:34:12,863 - mmaction - INFO - Epoch [88][180/1997] lr: 7.500e-05, eta: 7:32:22, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8880, loss_cls: 1.1509, loss: 1.1509, grad_norm: 6.8127 2020-10-03 09:34:34,040 - mmaction - INFO - Epoch [88][200/1997] lr: 7.500e-05, eta: 7:32:01, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8872, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.7722 2020-10-03 09:34:53,505 - mmaction - INFO - Epoch [88][220/1997] lr: 7.500e-05, eta: 7:31:40, time: 0.974, data_time: 0.002, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8917, loss_cls: 1.0967, loss: 1.0967, grad_norm: 6.6486 2020-10-03 09:35:15,201 - mmaction - INFO - Epoch [88][240/1997] lr: 7.500e-05, eta: 7:31:19, time: 1.084, data_time: 0.001, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8812, loss_cls: 1.1860, loss: 1.1860, grad_norm: 6.7589 2020-10-03 09:35:37,370 - mmaction - INFO - Epoch [88][260/1997] lr: 7.500e-05, eta: 7:30:58, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1297, loss: 1.1297, grad_norm: 6.5949 2020-10-03 09:35:58,574 - mmaction - INFO - Epoch [88][280/1997] lr: 7.500e-05, eta: 7:30:37, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8844, loss_cls: 1.1626, loss: 1.1626, grad_norm: 6.8207 2020-10-03 09:36:19,798 - mmaction - INFO - Epoch [88][300/1997] lr: 7.500e-05, eta: 7:30:16, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8831, loss_cls: 1.1813, loss: 1.1813, grad_norm: 6.7310 2020-10-03 09:36:42,237 - mmaction - INFO - Epoch [88][320/1997] lr: 7.500e-05, eta: 7:29:55, time: 1.122, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8799, loss_cls: 1.2010, loss: 1.2010, grad_norm: 6.7978 2020-10-03 09:37:04,264 - mmaction - INFO - Epoch [88][340/1997] lr: 7.500e-05, eta: 7:29:34, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8846, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.9125 2020-10-03 09:37:25,115 - mmaction - INFO - Epoch [88][360/1997] lr: 7.500e-05, eta: 7:29:13, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8792, loss_cls: 1.1781, loss: 1.1781, grad_norm: 6.7246 2020-10-03 09:37:45,497 - mmaction - INFO - Epoch [88][380/1997] lr: 7.500e-05, eta: 7:28:52, time: 1.019, data_time: 0.001, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8948, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.6638 2020-10-03 09:38:06,858 - mmaction - INFO - Epoch [88][400/1997] lr: 7.500e-05, eta: 7:28:31, time: 1.068, data_time: 0.001, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8852, loss_cls: 1.1690, loss: 1.1690, grad_norm: 6.9651 2020-10-03 09:38:27,177 - mmaction - INFO - Epoch [88][420/1997] lr: 7.500e-05, eta: 7:28:10, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8846, loss_cls: 1.1636, loss: 1.1636, grad_norm: 6.7464 2020-10-03 09:38:48,184 - mmaction - INFO - Epoch [88][440/1997] lr: 7.500e-05, eta: 7:27:49, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8904, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.9671 2020-10-03 09:39:10,373 - mmaction - INFO - Epoch [88][460/1997] lr: 7.500e-05, eta: 7:27:28, time: 1.109, data_time: 0.001, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8854, loss_cls: 1.1387, loss: 1.1387, grad_norm: 6.7444 2020-10-03 09:39:31,726 - mmaction - INFO - Epoch [88][480/1997] lr: 7.500e-05, eta: 7:27:07, time: 1.068, data_time: 0.003, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.8065 2020-10-03 09:39:51,396 - mmaction - INFO - Epoch [88][500/1997] lr: 7.500e-05, eta: 7:26:46, time: 0.983, data_time: 0.001, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8888, loss_cls: 1.1424, loss: 1.1424, grad_norm: 6.8253 2020-10-03 09:40:12,018 - mmaction - INFO - Epoch [88][520/1997] lr: 7.500e-05, eta: 7:26:25, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7005, top5_acc: 0.8805, loss_cls: 1.2172, loss: 1.2172, grad_norm: 6.9223 2020-10-03 09:40:33,906 - mmaction - INFO - Epoch [88][540/1997] lr: 7.500e-05, eta: 7:26:04, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8898, loss_cls: 1.1681, loss: 1.1681, grad_norm: 6.8260 2020-10-03 09:40:54,356 - mmaction - INFO - Epoch [88][560/1997] lr: 7.500e-05, eta: 7:25:43, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8833, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.8587 2020-10-03 09:41:15,696 - mmaction - INFO - Epoch [88][580/1997] lr: 7.500e-05, eta: 7:25:22, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8919, loss_cls: 1.1548, loss: 1.1548, grad_norm: 6.7555 2020-10-03 09:41:36,036 - mmaction - INFO - Epoch [88][600/1997] lr: 7.500e-05, eta: 7:25:00, time: 1.017, data_time: 0.003, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8823, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.8127 2020-10-03 09:41:58,602 - mmaction - INFO - Epoch [88][620/1997] lr: 7.500e-05, eta: 7:24:40, time: 1.128, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8828, loss_cls: 1.1900, loss: 1.1900, grad_norm: 6.9920 2020-10-03 09:42:19,534 - mmaction - INFO - Epoch [88][640/1997] lr: 7.500e-05, eta: 7:24:19, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8828, loss_cls: 1.1819, loss: 1.1819, grad_norm: 6.8791 2020-10-03 09:42:39,598 - mmaction - INFO - Epoch [88][660/1997] lr: 7.500e-05, eta: 7:23:57, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8909, loss_cls: 1.1372, loss: 1.1372, grad_norm: 6.9607 2020-10-03 09:43:02,190 - mmaction - INFO - Epoch [88][680/1997] lr: 7.500e-05, eta: 7:23:36, time: 1.131, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8810, loss_cls: 1.1922, loss: 1.1922, grad_norm: 6.8173 2020-10-03 09:43:23,303 - mmaction - INFO - Epoch [88][700/1997] lr: 7.500e-05, eta: 7:23:15, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8904, loss_cls: 1.1110, loss: 1.1110, grad_norm: 6.4903 2020-10-03 09:43:43,527 - mmaction - INFO - Epoch [88][720/1997] lr: 7.500e-05, eta: 7:22:54, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8940, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.7410 2020-10-03 09:44:04,472 - mmaction - INFO - Epoch [88][740/1997] lr: 7.500e-05, eta: 7:22:33, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8862, loss_cls: 1.1645, loss: 1.1645, grad_norm: 6.8764 2020-10-03 09:44:24,914 - mmaction - INFO - Epoch [88][760/1997] lr: 7.500e-05, eta: 7:22:12, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8823, loss_cls: 1.1597, loss: 1.1597, grad_norm: 6.8168 2020-10-03 09:44:46,303 - mmaction - INFO - Epoch [88][780/1997] lr: 7.500e-05, eta: 7:21:51, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8888, loss_cls: 1.1382, loss: 1.1382, grad_norm: 6.8215 2020-10-03 09:45:07,844 - mmaction - INFO - Epoch [88][800/1997] lr: 7.500e-05, eta: 7:21:30, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8846, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.8214 2020-10-03 09:45:28,752 - mmaction - INFO - Epoch [88][820/1997] lr: 7.500e-05, eta: 7:21:09, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8883, loss_cls: 1.1410, loss: 1.1410, grad_norm: 6.6975 2020-10-03 09:45:50,712 - mmaction - INFO - Epoch [88][840/1997] lr: 7.500e-05, eta: 7:20:48, time: 1.097, data_time: 0.001, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1391, loss: 1.1391, grad_norm: 6.7605 2020-10-03 09:46:11,652 - mmaction - INFO - Epoch [88][860/1997] lr: 7.500e-05, eta: 7:20:27, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8849, loss_cls: 1.1784, loss: 1.1784, grad_norm: 6.8014 2020-10-03 09:46:32,271 - mmaction - INFO - Epoch [88][880/1997] lr: 7.500e-05, eta: 7:20:06, time: 1.031, data_time: 0.001, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.7000 2020-10-03 09:46:53,568 - mmaction - INFO - Epoch [88][900/1997] lr: 7.500e-05, eta: 7:19:45, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.7356 2020-10-03 09:47:15,383 - mmaction - INFO - Epoch [88][920/1997] lr: 7.500e-05, eta: 7:19:24, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8896, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.7367 2020-10-03 09:47:35,685 - mmaction - INFO - Epoch [88][940/1997] lr: 7.500e-05, eta: 7:19:03, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8862, loss_cls: 1.1487, loss: 1.1487, grad_norm: 6.7859 2020-10-03 09:47:56,112 - mmaction - INFO - Epoch [88][960/1997] lr: 7.500e-05, eta: 7:18:42, time: 1.021, data_time: 0.001, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8930, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.7859 2020-10-03 09:48:16,910 - mmaction - INFO - Epoch [88][980/1997] lr: 7.500e-05, eta: 7:18:20, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8904, loss_cls: 1.1618, loss: 1.1618, grad_norm: 6.9107 2020-10-03 09:48:37,231 - mmaction - INFO - Epoch [88][1000/1997] lr: 7.500e-05, eta: 7:17:59, time: 1.017, data_time: 0.012, memory: 8350, top1_acc: 0.7339, top5_acc: 0.8943, loss_cls: 1.0995, loss: 1.0995, grad_norm: 6.7427 2020-10-03 09:48:59,702 - mmaction - INFO - Epoch [88][1020/1997] lr: 7.500e-05, eta: 7:17:38, time: 1.124, data_time: 0.001, memory: 8350, top1_acc: 0.7258, top5_acc: 0.9003, loss_cls: 1.1342, loss: 1.1342, grad_norm: 6.6863 2020-10-03 09:49:19,397 - mmaction - INFO - Epoch [88][1040/1997] lr: 7.500e-05, eta: 7:17:17, time: 0.985, data_time: 0.001, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8836, loss_cls: 1.1717, loss: 1.1717, grad_norm: 6.9137 2020-10-03 09:49:40,599 - mmaction - INFO - Epoch [88][1060/1997] lr: 7.500e-05, eta: 7:16:56, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8875, loss_cls: 1.1874, loss: 1.1874, grad_norm: 6.8323 2020-10-03 09:50:01,283 - mmaction - INFO - Epoch [88][1080/1997] lr: 7.500e-05, eta: 7:16:35, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7427, top5_acc: 0.8951, loss_cls: 1.0968, loss: 1.0968, grad_norm: 6.5210 2020-10-03 09:50:22,521 - mmaction - INFO - Epoch [88][1100/1997] lr: 7.500e-05, eta: 7:16:14, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7365, top5_acc: 0.8911, loss_cls: 1.1032, loss: 1.1032, grad_norm: 6.5330 2020-10-03 09:50:43,651 - mmaction - INFO - Epoch [88][1120/1997] lr: 7.500e-05, eta: 7:15:53, time: 1.058, data_time: 0.003, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1651, loss: 1.1651, grad_norm: 6.7900 2020-10-03 09:51:04,749 - mmaction - INFO - Epoch [88][1140/1997] lr: 7.500e-05, eta: 7:15:32, time: 1.054, data_time: 0.003, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8826, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.9324 2020-10-03 09:51:25,813 - mmaction - INFO - Epoch [88][1160/1997] lr: 7.500e-05, eta: 7:15:11, time: 1.053, data_time: 0.060, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8917, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.7854 2020-10-03 09:51:47,153 - mmaction - INFO - Epoch [88][1180/1997] lr: 7.500e-05, eta: 7:14:50, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8904, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.7869 2020-10-03 09:52:08,462 - mmaction - INFO - Epoch [88][1200/1997] lr: 7.500e-05, eta: 7:14:29, time: 1.066, data_time: 0.099, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8818, loss_cls: 1.1973, loss: 1.1973, grad_norm: 6.8142 2020-10-03 09:52:28,545 - mmaction - INFO - Epoch [88][1220/1997] lr: 7.500e-05, eta: 7:14:08, time: 1.004, data_time: 0.160, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8878, loss_cls: 1.1454, loss: 1.1454, grad_norm: 6.7228 2020-10-03 09:52:50,442 - mmaction - INFO - Epoch [88][1240/1997] lr: 7.500e-05, eta: 7:13:47, time: 1.095, data_time: 0.199, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8846, loss_cls: 1.1815, loss: 1.1815, grad_norm: 6.9691 2020-10-03 09:53:10,717 - mmaction - INFO - Epoch [88][1260/1997] lr: 7.500e-05, eta: 7:13:26, time: 1.014, data_time: 0.131, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8839, loss_cls: 1.1721, loss: 1.1721, grad_norm: 6.8256 2020-10-03 09:53:32,241 - mmaction - INFO - Epoch [88][1280/1997] lr: 7.500e-05, eta: 7:13:05, time: 1.075, data_time: 0.031, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8956, loss_cls: 1.1233, loss: 1.1233, grad_norm: 6.8577 2020-10-03 09:53:53,295 - mmaction - INFO - Epoch [88][1300/1997] lr: 7.500e-05, eta: 7:12:43, time: 1.053, data_time: 0.005, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8935, loss_cls: 1.1203, loss: 1.1203, grad_norm: 6.7196 2020-10-03 09:54:12,815 - mmaction - INFO - Epoch [88][1320/1997] lr: 7.500e-05, eta: 7:12:22, time: 0.976, data_time: 0.086, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8937, loss_cls: 1.1095, loss: 1.1095, grad_norm: 6.6991 2020-10-03 09:54:33,939 - mmaction - INFO - Epoch [88][1340/1997] lr: 7.500e-05, eta: 7:12:01, time: 1.056, data_time: 0.044, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1489, loss: 1.1489, grad_norm: 6.8717 2020-10-03 09:54:56,062 - mmaction - INFO - Epoch [88][1360/1997] lr: 7.500e-05, eta: 7:11:40, time: 1.105, data_time: 0.256, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8911, loss_cls: 1.1454, loss: 1.1454, grad_norm: 6.9293 2020-10-03 09:55:16,186 - mmaction - INFO - Epoch [88][1380/1997] lr: 7.500e-05, eta: 7:11:19, time: 1.007, data_time: 0.280, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8898, loss_cls: 1.1654, loss: 1.1654, grad_norm: 6.8426 2020-10-03 09:55:36,885 - mmaction - INFO - Epoch [88][1400/1997] lr: 7.500e-05, eta: 7:10:58, time: 1.033, data_time: 0.141, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8922, loss_cls: 1.1467, loss: 1.1467, grad_norm: 6.7602 2020-10-03 09:55:57,986 - mmaction - INFO - Epoch [88][1420/1997] lr: 7.500e-05, eta: 7:10:37, time: 1.056, data_time: 0.143, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8849, loss_cls: 1.1750, loss: 1.1750, grad_norm: 6.9748 2020-10-03 09:56:18,466 - mmaction - INFO - Epoch [88][1440/1997] lr: 7.500e-05, eta: 7:10:16, time: 1.024, data_time: 0.280, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8885, loss_cls: 1.1614, loss: 1.1614, grad_norm: 6.8091 2020-10-03 09:56:40,637 - mmaction - INFO - Epoch [88][1460/1997] lr: 7.500e-05, eta: 7:09:55, time: 1.108, data_time: 0.367, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8870, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.8380 2020-10-03 09:57:01,368 - mmaction - INFO - Epoch [88][1480/1997] lr: 7.500e-05, eta: 7:09:34, time: 1.037, data_time: 0.144, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8896, loss_cls: 1.1730, loss: 1.1730, grad_norm: 6.9002 2020-10-03 09:57:22,035 - mmaction - INFO - Epoch [88][1500/1997] lr: 7.500e-05, eta: 7:09:13, time: 1.033, data_time: 0.299, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8857, loss_cls: 1.1983, loss: 1.1983, grad_norm: 6.9902 2020-10-03 09:57:43,201 - mmaction - INFO - Epoch [88][1520/1997] lr: 7.500e-05, eta: 7:08:52, time: 1.058, data_time: 0.340, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8888, loss_cls: 1.1649, loss: 1.1649, grad_norm: 6.9181 2020-10-03 09:58:04,540 - mmaction - INFO - Epoch [88][1540/1997] lr: 7.500e-05, eta: 7:08:31, time: 1.066, data_time: 0.155, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1961, loss: 1.1961, grad_norm: 6.8963 2020-10-03 09:58:26,069 - mmaction - INFO - Epoch [88][1560/1997] lr: 7.500e-05, eta: 7:08:10, time: 1.078, data_time: 0.018, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8966, loss_cls: 1.1029, loss: 1.1029, grad_norm: 6.7077 2020-10-03 09:58:47,569 - mmaction - INFO - Epoch [88][1580/1997] lr: 7.500e-05, eta: 7:07:49, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8807, loss_cls: 1.1776, loss: 1.1776, grad_norm: 6.7722 2020-10-03 09:59:08,589 - mmaction - INFO - Epoch [88][1600/1997] lr: 7.500e-05, eta: 7:07:28, time: 1.052, data_time: 0.075, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8862, loss_cls: 1.1278, loss: 1.1278, grad_norm: 6.6992 2020-10-03 09:59:29,670 - mmaction - INFO - Epoch [88][1620/1997] lr: 7.500e-05, eta: 7:07:07, time: 1.055, data_time: 0.039, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8924, loss_cls: 1.1383, loss: 1.1383, grad_norm: 6.8190 2020-10-03 09:59:50,187 - mmaction - INFO - Epoch [88][1640/1997] lr: 7.500e-05, eta: 7:06:45, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8852, loss_cls: 1.1911, loss: 1.1911, grad_norm: 6.8484 2020-10-03 10:00:12,176 - mmaction - INFO - Epoch [88][1660/1997] lr: 7.500e-05, eta: 7:06:24, time: 1.100, data_time: 0.003, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8852, loss_cls: 1.1512, loss: 1.1512, grad_norm: 6.8402 2020-10-03 10:00:33,131 - mmaction - INFO - Epoch [88][1680/1997] lr: 7.500e-05, eta: 7:06:03, time: 1.048, data_time: 0.003, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8911, loss_cls: 1.1319, loss: 1.1319, grad_norm: 6.7499 2020-10-03 10:00:52,978 - mmaction - INFO - Epoch [88][1700/1997] lr: 7.500e-05, eta: 7:05:42, time: 0.992, data_time: 0.001, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8885, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.8604 2020-10-03 10:01:14,261 - mmaction - INFO - Epoch [88][1720/1997] lr: 7.500e-05, eta: 7:05:21, time: 1.064, data_time: 0.046, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8977, loss_cls: 1.1117, loss: 1.1117, grad_norm: 6.6891 2020-10-03 10:01:35,733 - mmaction - INFO - Epoch [88][1740/1997] lr: 7.500e-05, eta: 7:05:00, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8995, loss_cls: 1.1342, loss: 1.1342, grad_norm: 6.7982 2020-10-03 10:01:56,338 - mmaction - INFO - Epoch [88][1760/1997] lr: 7.500e-05, eta: 7:04:39, time: 1.030, data_time: 0.182, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8841, loss_cls: 1.1760, loss: 1.1760, grad_norm: 6.8987 2020-10-03 10:02:17,732 - mmaction - INFO - Epoch [88][1780/1997] lr: 7.500e-05, eta: 7:04:18, time: 1.070, data_time: 0.002, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8911, loss_cls: 1.1308, loss: 1.1308, grad_norm: 6.6420 2020-10-03 10:02:39,392 - mmaction - INFO - Epoch [88][1800/1997] lr: 7.500e-05, eta: 7:03:57, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1475, loss: 1.1475, grad_norm: 6.8246 2020-10-03 10:03:00,380 - mmaction - INFO - Epoch [88][1820/1997] lr: 7.500e-05, eta: 7:03:36, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8862, loss_cls: 1.1771, loss: 1.1771, grad_norm: 6.7450 2020-10-03 10:03:21,058 - mmaction - INFO - Epoch [88][1840/1997] lr: 7.500e-05, eta: 7:03:15, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8828, loss_cls: 1.1829, loss: 1.1829, grad_norm: 6.7970 2020-10-03 10:03:41,455 - mmaction - INFO - Epoch [88][1860/1997] lr: 7.500e-05, eta: 7:02:54, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8932, loss_cls: 1.1671, loss: 1.1671, grad_norm: 6.8313 2020-10-03 10:04:02,499 - mmaction - INFO - Epoch [88][1880/1997] lr: 7.500e-05, eta: 7:02:33, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8888, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.8754 2020-10-03 10:04:24,152 - mmaction - INFO - Epoch [88][1900/1997] lr: 7.500e-05, eta: 7:02:12, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8909, loss_cls: 1.1636, loss: 1.1636, grad_norm: 6.9114 2020-10-03 10:04:44,779 - mmaction - INFO - Epoch [88][1920/1997] lr: 7.500e-05, eta: 7:01:51, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7339, top5_acc: 0.8956, loss_cls: 1.1159, loss: 1.1159, grad_norm: 6.7140 2020-10-03 10:05:06,441 - mmaction - INFO - Epoch [88][1940/1997] lr: 7.500e-05, eta: 7:01:30, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8849, loss_cls: 1.1816, loss: 1.1816, grad_norm: 6.7898 2020-10-03 10:05:27,721 - mmaction - INFO - Epoch [88][1960/1997] lr: 7.500e-05, eta: 7:01:09, time: 1.065, data_time: 0.003, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8870, loss_cls: 1.1614, loss: 1.1614, grad_norm: 6.8538 2020-10-03 10:05:46,930 - mmaction - INFO - Epoch [88][1980/1997] lr: 7.500e-05, eta: 7:00:47, time: 0.960, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8901, loss_cls: 1.1532, loss: 1.1532, grad_norm: 6.9088 2020-10-03 10:06:06,504 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-10-03 10:06:54,308 - mmaction - INFO - Epoch [89][20/1997] lr: 7.500e-05, eta: 7:00:09, time: 2.358, data_time: 1.350, memory: 8350, top1_acc: 0.7062, top5_acc: 0.8844, loss_cls: 1.2086, loss: 1.2086, grad_norm: 6.9288 2020-10-03 10:07:15,522 - mmaction - INFO - Epoch [89][40/1997] lr: 7.500e-05, eta: 6:59:48, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8885, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.6155 2020-10-03 10:07:37,797 - mmaction - INFO - Epoch [89][60/1997] lr: 7.500e-05, eta: 6:59:27, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8839, loss_cls: 1.1877, loss: 1.1877, grad_norm: 6.8940 2020-10-03 10:07:59,005 - mmaction - INFO - Epoch [89][80/1997] lr: 7.500e-05, eta: 6:59:06, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8872, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.7413 2020-10-03 10:08:18,926 - mmaction - INFO - Epoch [89][100/1997] lr: 7.500e-05, eta: 6:58:45, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8911, loss_cls: 1.1716, loss: 1.1716, grad_norm: 6.9038 2020-10-03 10:08:40,316 - mmaction - INFO - Epoch [89][120/1997] lr: 7.500e-05, eta: 6:58:24, time: 1.070, data_time: 0.008, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1658, loss: 1.1658, grad_norm: 6.8253 2020-10-03 10:09:00,888 - mmaction - INFO - Epoch [89][140/1997] lr: 7.500e-05, eta: 6:58:03, time: 1.030, data_time: 0.003, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8927, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.6808 2020-10-03 10:09:22,716 - mmaction - INFO - Epoch [89][160/1997] lr: 7.500e-05, eta: 6:57:42, time: 1.090, data_time: 0.004, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8945, loss_cls: 1.1552, loss: 1.1552, grad_norm: 6.8879 2020-10-03 10:09:43,578 - mmaction - INFO - Epoch [89][180/1997] lr: 7.500e-05, eta: 6:57:21, time: 1.043, data_time: 0.098, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8953, loss_cls: 1.1125, loss: 1.1125, grad_norm: 6.8074 2020-10-03 10:10:03,481 - mmaction - INFO - Epoch [89][200/1997] lr: 7.500e-05, eta: 6:57:00, time: 0.994, data_time: 0.018, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8859, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.7798 2020-10-03 10:10:25,134 - mmaction - INFO - Epoch [89][220/1997] lr: 7.500e-05, eta: 6:56:39, time: 1.083, data_time: 0.083, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8924, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.9158 2020-10-03 10:10:46,602 - mmaction - INFO - Epoch [89][240/1997] lr: 7.500e-05, eta: 6:56:18, time: 1.074, data_time: 0.188, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8865, loss_cls: 1.1678, loss: 1.1678, grad_norm: 6.7567 2020-10-03 10:11:06,903 - mmaction - INFO - Epoch [89][260/1997] lr: 7.500e-05, eta: 6:55:57, time: 1.015, data_time: 0.223, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1469, loss: 1.1469, grad_norm: 6.8925 2020-10-03 10:11:28,240 - mmaction - INFO - Epoch [89][280/1997] lr: 7.500e-05, eta: 6:55:36, time: 1.066, data_time: 0.257, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8930, loss_cls: 1.1100, loss: 1.1100, grad_norm: 6.6065 2020-10-03 10:11:50,147 - mmaction - INFO - Epoch [89][300/1997] lr: 7.500e-05, eta: 6:55:15, time: 1.095, data_time: 0.394, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8924, loss_cls: 1.1372, loss: 1.1372, grad_norm: 6.8634 2020-10-03 10:12:11,023 - mmaction - INFO - Epoch [89][320/1997] lr: 7.500e-05, eta: 6:54:54, time: 1.044, data_time: 0.111, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8984, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.7129 2020-10-03 10:12:31,275 - mmaction - INFO - Epoch [89][340/1997] lr: 7.500e-05, eta: 6:54:32, time: 1.012, data_time: 0.216, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8906, loss_cls: 1.1336, loss: 1.1336, grad_norm: 6.6705 2020-10-03 10:12:51,879 - mmaction - INFO - Epoch [89][360/1997] lr: 7.500e-05, eta: 6:54:11, time: 1.031, data_time: 0.157, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.0977, loss: 1.0977, grad_norm: 6.6292 2020-10-03 10:13:12,979 - mmaction - INFO - Epoch [89][380/1997] lr: 7.500e-05, eta: 6:53:50, time: 1.055, data_time: 0.209, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8836, loss_cls: 1.1971, loss: 1.1971, grad_norm: 6.8357 2020-10-03 10:13:34,489 - mmaction - INFO - Epoch [89][400/1997] lr: 7.500e-05, eta: 6:53:29, time: 1.075, data_time: 0.311, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8880, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.8067 2020-10-03 10:13:56,125 - mmaction - INFO - Epoch [89][420/1997] lr: 7.500e-05, eta: 6:53:08, time: 1.081, data_time: 0.062, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8914, loss_cls: 1.1214, loss: 1.1214, grad_norm: 6.7630 2020-10-03 10:14:17,245 - mmaction - INFO - Epoch [89][440/1997] lr: 7.500e-05, eta: 6:52:47, time: 1.055, data_time: 0.005, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8839, loss_cls: 1.1650, loss: 1.1650, grad_norm: 6.8296 2020-10-03 10:14:38,047 - mmaction - INFO - Epoch [89][460/1997] lr: 7.500e-05, eta: 6:52:26, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8857, loss_cls: 1.1633, loss: 1.1633, grad_norm: 6.7776 2020-10-03 10:14:58,076 - mmaction - INFO - Epoch [89][480/1997] lr: 7.500e-05, eta: 6:52:05, time: 1.002, data_time: 0.014, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8839, loss_cls: 1.1749, loss: 1.1749, grad_norm: 6.8865 2020-10-03 10:15:19,898 - mmaction - INFO - Epoch [89][500/1997] lr: 7.500e-05, eta: 6:51:44, time: 1.091, data_time: 0.084, memory: 8350, top1_acc: 0.7336, top5_acc: 0.8974, loss_cls: 1.0974, loss: 1.0974, grad_norm: 6.7248 2020-10-03 10:15:40,864 - mmaction - INFO - Epoch [89][520/1997] lr: 7.500e-05, eta: 6:51:23, time: 1.048, data_time: 0.064, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8911, loss_cls: 1.1262, loss: 1.1262, grad_norm: 6.6986 2020-10-03 10:16:01,832 - mmaction - INFO - Epoch [89][540/1997] lr: 7.500e-05, eta: 6:51:02, time: 1.048, data_time: 0.016, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1691, loss: 1.1691, grad_norm: 6.9319 2020-10-03 10:16:22,685 - mmaction - INFO - Epoch [89][560/1997] lr: 7.500e-05, eta: 6:50:41, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8857, loss_cls: 1.1554, loss: 1.1554, grad_norm: 6.7881 2020-10-03 10:16:43,862 - mmaction - INFO - Epoch [89][580/1997] lr: 7.500e-05, eta: 6:50:20, time: 1.059, data_time: 0.103, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8766, loss_cls: 1.1868, loss: 1.1868, grad_norm: 6.9243 2020-10-03 10:17:04,677 - mmaction - INFO - Epoch [89][600/1997] lr: 7.500e-05, eta: 6:49:59, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8919, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.6896 2020-10-03 10:17:26,015 - mmaction - INFO - Epoch [89][620/1997] lr: 7.500e-05, eta: 6:49:38, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.1217, loss: 1.1217, grad_norm: 6.7422 2020-10-03 10:17:47,724 - mmaction - INFO - Epoch [89][640/1997] lr: 7.500e-05, eta: 6:49:17, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1424, loss: 1.1424, grad_norm: 6.6427 2020-10-03 10:18:08,860 - mmaction - INFO - Epoch [89][660/1997] lr: 7.500e-05, eta: 6:48:56, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8870, loss_cls: 1.1640, loss: 1.1640, grad_norm: 6.7944 2020-10-03 10:18:30,038 - mmaction - INFO - Epoch [89][680/1997] lr: 7.500e-05, eta: 6:48:35, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.1240, loss: 1.1240, grad_norm: 6.8084 2020-10-03 10:18:51,386 - mmaction - INFO - Epoch [89][700/1997] lr: 7.500e-05, eta: 6:48:14, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7401, top5_acc: 0.9005, loss_cls: 1.0861, loss: 1.0861, grad_norm: 6.5029 2020-10-03 10:19:12,039 - mmaction - INFO - Epoch [89][720/1997] lr: 7.500e-05, eta: 6:47:52, time: 1.032, data_time: 0.001, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8893, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.7351 2020-10-03 10:19:33,436 - mmaction - INFO - Epoch [89][740/1997] lr: 7.500e-05, eta: 6:47:31, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8867, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.8194 2020-10-03 10:19:54,467 - mmaction - INFO - Epoch [89][760/1997] lr: 7.500e-05, eta: 6:47:10, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.1053, loss: 1.1053, grad_norm: 6.7425 2020-10-03 10:20:15,309 - mmaction - INFO - Epoch [89][780/1997] lr: 7.500e-05, eta: 6:46:49, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8839, loss_cls: 1.1757, loss: 1.1757, grad_norm: 6.7306 2020-10-03 10:20:36,220 - mmaction - INFO - Epoch [89][800/1997] lr: 7.500e-05, eta: 6:46:28, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8875, loss_cls: 1.1464, loss: 1.1464, grad_norm: 6.8997 2020-10-03 10:20:58,143 - mmaction - INFO - Epoch [89][820/1997] lr: 7.500e-05, eta: 6:46:07, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8958, loss_cls: 1.1410, loss: 1.1410, grad_norm: 6.9482 2020-10-03 10:21:19,946 - mmaction - INFO - Epoch [89][840/1997] lr: 7.500e-05, eta: 6:45:46, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8911, loss_cls: 1.1234, loss: 1.1234, grad_norm: 6.6620 2020-10-03 10:21:39,660 - mmaction - INFO - Epoch [89][860/1997] lr: 7.500e-05, eta: 6:45:25, time: 0.986, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8839, loss_cls: 1.1871, loss: 1.1871, grad_norm: 7.0152 2020-10-03 10:22:01,118 - mmaction - INFO - Epoch [89][880/1997] lr: 7.500e-05, eta: 6:45:04, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8810, loss_cls: 1.1848, loss: 1.1848, grad_norm: 6.8225 2020-10-03 10:22:22,388 - mmaction - INFO - Epoch [89][900/1997] lr: 7.500e-05, eta: 6:44:43, time: 1.063, data_time: 0.021, memory: 8350, top1_acc: 0.7036, top5_acc: 0.8810, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.9962 2020-10-03 10:22:42,983 - mmaction - INFO - Epoch [89][920/1997] lr: 7.500e-05, eta: 6:44:22, time: 1.029, data_time: 0.005, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8893, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.0086 2020-10-03 10:23:05,016 - mmaction - INFO - Epoch [89][940/1997] lr: 7.500e-05, eta: 6:44:01, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8794, loss_cls: 1.1947, loss: 1.1947, grad_norm: 6.9213 2020-10-03 10:23:25,113 - mmaction - INFO - Epoch [89][960/1997] lr: 7.500e-05, eta: 6:43:40, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8841, loss_cls: 1.1689, loss: 1.1689, grad_norm: 6.7720 2020-10-03 10:23:46,892 - mmaction - INFO - Epoch [89][980/1997] lr: 7.500e-05, eta: 6:43:19, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1908, loss: 1.1908, grad_norm: 6.9454 2020-10-03 10:24:08,723 - mmaction - INFO - Epoch [89][1000/1997] lr: 7.500e-05, eta: 6:42:58, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8885, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.8182 2020-10-03 10:24:28,941 - mmaction - INFO - Epoch [89][1020/1997] lr: 7.500e-05, eta: 6:42:37, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8828, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.7369 2020-10-03 10:24:50,630 - mmaction - INFO - Epoch [89][1040/1997] lr: 7.500e-05, eta: 6:42:16, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8826, loss_cls: 1.1787, loss: 1.1787, grad_norm: 6.8182 2020-10-03 10:25:11,291 - mmaction - INFO - Epoch [89][1060/1997] lr: 7.500e-05, eta: 6:41:55, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8857, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.7947 2020-10-03 10:25:31,642 - mmaction - INFO - Epoch [89][1080/1997] lr: 7.500e-05, eta: 6:41:34, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8880, loss_cls: 1.1486, loss: 1.1486, grad_norm: 6.8112 2020-10-03 10:25:54,391 - mmaction - INFO - Epoch [89][1100/1997] lr: 7.500e-05, eta: 6:41:13, time: 1.138, data_time: 0.001, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8849, loss_cls: 1.1726, loss: 1.1726, grad_norm: 6.8089 2020-10-03 10:26:15,730 - mmaction - INFO - Epoch [89][1120/1997] lr: 7.500e-05, eta: 6:40:52, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8932, loss_cls: 1.1026, loss: 1.1026, grad_norm: 6.7705 2020-10-03 10:26:35,636 - mmaction - INFO - Epoch [89][1140/1997] lr: 7.500e-05, eta: 6:40:30, time: 0.995, data_time: 0.002, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8909, loss_cls: 1.1113, loss: 1.1113, grad_norm: 6.7393 2020-10-03 10:26:56,436 - mmaction - INFO - Epoch [89][1160/1997] lr: 7.500e-05, eta: 6:40:09, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8964, loss_cls: 1.1039, loss: 1.1039, grad_norm: 6.8309 2020-10-03 10:27:17,401 - mmaction - INFO - Epoch [89][1180/1997] lr: 7.500e-05, eta: 6:39:48, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8841, loss_cls: 1.1872, loss: 1.1872, grad_norm: 6.8764 2020-10-03 10:27:38,687 - mmaction - INFO - Epoch [89][1200/1997] lr: 7.500e-05, eta: 6:39:27, time: 1.065, data_time: 0.101, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8911, loss_cls: 1.1253, loss: 1.1253, grad_norm: 6.6350 2020-10-03 10:27:59,928 - mmaction - INFO - Epoch [89][1220/1997] lr: 7.500e-05, eta: 6:39:06, time: 1.061, data_time: 0.012, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8904, loss_cls: 1.1408, loss: 1.1408, grad_norm: 6.9292 2020-10-03 10:28:20,038 - mmaction - INFO - Epoch [89][1240/1997] lr: 7.500e-05, eta: 6:38:45, time: 1.006, data_time: 0.061, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8859, loss_cls: 1.1678, loss: 1.1678, grad_norm: 6.9265 2020-10-03 10:28:41,611 - mmaction - INFO - Epoch [89][1260/1997] lr: 7.500e-05, eta: 6:38:24, time: 1.079, data_time: 0.148, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8867, loss_cls: 1.1535, loss: 1.1535, grad_norm: 6.6731 2020-10-03 10:29:02,181 - mmaction - INFO - Epoch [89][1280/1997] lr: 7.500e-05, eta: 6:38:03, time: 1.029, data_time: 0.024, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8883, loss_cls: 1.1392, loss: 1.1392, grad_norm: 6.7285 2020-10-03 10:29:23,188 - mmaction - INFO - Epoch [89][1300/1997] lr: 7.500e-05, eta: 6:37:42, time: 1.050, data_time: 0.140, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8883, loss_cls: 1.1276, loss: 1.1276, grad_norm: 6.8031 2020-10-03 10:29:44,070 - mmaction - INFO - Epoch [89][1320/1997] lr: 7.500e-05, eta: 6:37:21, time: 1.044, data_time: 0.097, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8919, loss_cls: 1.1306, loss: 1.1306, grad_norm: 6.7783 2020-10-03 10:30:05,024 - mmaction - INFO - Epoch [89][1340/1997] lr: 7.500e-05, eta: 6:37:00, time: 1.048, data_time: 0.007, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8891, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.7176 2020-10-03 10:30:26,606 - mmaction - INFO - Epoch [89][1360/1997] lr: 7.500e-05, eta: 6:36:39, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8820, loss_cls: 1.2097, loss: 1.2097, grad_norm: 7.0567 2020-10-03 10:30:47,242 - mmaction - INFO - Epoch [89][1380/1997] lr: 7.500e-05, eta: 6:36:18, time: 1.032, data_time: 0.022, memory: 8350, top1_acc: 0.7359, top5_acc: 0.8909, loss_cls: 1.1042, loss: 1.1042, grad_norm: 6.6853 2020-10-03 10:31:07,988 - mmaction - INFO - Epoch [89][1400/1997] lr: 7.500e-05, eta: 6:35:57, time: 1.037, data_time: 0.090, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8862, loss_cls: 1.1804, loss: 1.1804, grad_norm: 6.9667 2020-10-03 10:31:28,913 - mmaction - INFO - Epoch [89][1420/1997] lr: 7.500e-05, eta: 6:35:35, time: 1.047, data_time: 0.013, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8867, loss_cls: 1.1338, loss: 1.1338, grad_norm: 6.7101 2020-10-03 10:31:50,573 - mmaction - INFO - Epoch [89][1440/1997] lr: 7.500e-05, eta: 6:35:14, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.1071, loss: 1.1071, grad_norm: 6.6939 2020-10-03 10:32:12,565 - mmaction - INFO - Epoch [89][1460/1997] lr: 7.500e-05, eta: 6:34:54, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8872, loss_cls: 1.1710, loss: 1.1710, grad_norm: 6.8589 2020-10-03 10:32:31,969 - mmaction - INFO - Epoch [89][1480/1997] lr: 7.500e-05, eta: 6:34:32, time: 0.971, data_time: 0.002, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8857, loss_cls: 1.1737, loss: 1.1737, grad_norm: 6.9288 2020-10-03 10:32:52,496 - mmaction - INFO - Epoch [89][1500/1997] lr: 7.500e-05, eta: 6:34:11, time: 1.026, data_time: 0.019, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8818, loss_cls: 1.1612, loss: 1.1612, grad_norm: 6.7592 2020-10-03 10:33:14,165 - mmaction - INFO - Epoch [89][1520/1997] lr: 7.500e-05, eta: 6:33:50, time: 1.083, data_time: 0.189, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8867, loss_cls: 1.1477, loss: 1.1477, grad_norm: 6.7752 2020-10-03 10:33:34,829 - mmaction - INFO - Epoch [89][1540/1997] lr: 7.500e-05, eta: 6:33:29, time: 1.034, data_time: 0.393, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8721, loss_cls: 1.2378, loss: 1.2378, grad_norm: 7.0557 2020-10-03 10:33:55,296 - mmaction - INFO - Epoch [89][1560/1997] lr: 7.500e-05, eta: 6:33:08, time: 1.022, data_time: 0.219, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8891, loss_cls: 1.1562, loss: 1.1562, grad_norm: 6.8240 2020-10-03 10:34:16,737 - mmaction - INFO - Epoch [89][1580/1997] lr: 7.500e-05, eta: 6:32:47, time: 1.072, data_time: 0.047, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8896, loss_cls: 1.1328, loss: 1.1328, grad_norm: 6.7326 2020-10-03 10:34:37,241 - mmaction - INFO - Epoch [89][1600/1997] lr: 7.500e-05, eta: 6:32:26, time: 1.026, data_time: 0.003, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8823, loss_cls: 1.1704, loss: 1.1704, grad_norm: 6.8120 2020-10-03 10:34:57,859 - mmaction - INFO - Epoch [89][1620/1997] lr: 7.500e-05, eta: 6:32:05, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8872, loss_cls: 1.1654, loss: 1.1654, grad_norm: 6.8580 2020-10-03 10:35:18,516 - mmaction - INFO - Epoch [89][1640/1997] lr: 7.500e-05, eta: 6:31:44, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8880, loss_cls: 1.1771, loss: 1.1771, grad_norm: 6.8680 2020-10-03 10:35:39,944 - mmaction - INFO - Epoch [89][1660/1997] lr: 7.500e-05, eta: 6:31:23, time: 1.072, data_time: 0.082, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8906, loss_cls: 1.1614, loss: 1.1614, grad_norm: 6.8473 2020-10-03 10:36:01,582 - mmaction - INFO - Epoch [89][1680/1997] lr: 7.500e-05, eta: 6:31:02, time: 1.081, data_time: 0.027, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8932, loss_cls: 1.0980, loss: 1.0980, grad_norm: 6.5675 2020-10-03 10:36:23,203 - mmaction - INFO - Epoch [89][1700/1997] lr: 7.500e-05, eta: 6:30:41, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8917, loss_cls: 1.1533, loss: 1.1533, grad_norm: 6.8313 2020-10-03 10:36:42,789 - mmaction - INFO - Epoch [89][1720/1997] lr: 7.500e-05, eta: 6:30:19, time: 0.979, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8872, loss_cls: 1.1834, loss: 1.1834, grad_norm: 6.8577 2020-10-03 10:37:03,704 - mmaction - INFO - Epoch [89][1740/1997] lr: 7.500e-05, eta: 6:29:58, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8805, loss_cls: 1.2039, loss: 1.2039, grad_norm: 7.0570 2020-10-03 10:37:25,161 - mmaction - INFO - Epoch [89][1760/1997] lr: 7.500e-05, eta: 6:29:37, time: 1.073, data_time: 0.023, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.7750 2020-10-03 10:37:45,168 - mmaction - INFO - Epoch [89][1780/1997] lr: 7.500e-05, eta: 6:29:16, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8896, loss_cls: 1.1411, loss: 1.1411, grad_norm: 6.7732 2020-10-03 10:38:06,737 - mmaction - INFO - Epoch [89][1800/1997] lr: 7.500e-05, eta: 6:28:55, time: 1.078, data_time: 0.093, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8872, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.8455 2020-10-03 10:38:27,863 - mmaction - INFO - Epoch [89][1820/1997] lr: 7.500e-05, eta: 6:28:34, time: 1.056, data_time: 0.063, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8846, loss_cls: 1.1676, loss: 1.1676, grad_norm: 6.9251 2020-10-03 10:38:49,132 - mmaction - INFO - Epoch [89][1840/1997] lr: 7.500e-05, eta: 6:28:13, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8846, loss_cls: 1.1586, loss: 1.1586, grad_norm: 6.8390 2020-10-03 10:39:09,427 - mmaction - INFO - Epoch [89][1860/1997] lr: 7.500e-05, eta: 6:27:52, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8880, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.8248 2020-10-03 10:39:30,703 - mmaction - INFO - Epoch [89][1880/1997] lr: 7.500e-05, eta: 6:27:31, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8854, loss_cls: 1.1476, loss: 1.1476, grad_norm: 6.8205 2020-10-03 10:39:50,917 - mmaction - INFO - Epoch [89][1900/1997] lr: 7.500e-05, eta: 6:27:10, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8896, loss_cls: 1.1557, loss: 1.1557, grad_norm: 6.8634 2020-10-03 10:40:11,695 - mmaction - INFO - Epoch [89][1920/1997] lr: 7.500e-05, eta: 6:26:49, time: 1.038, data_time: 0.023, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8867, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.7906 2020-10-03 10:40:33,353 - mmaction - INFO - Epoch [89][1940/1997] lr: 7.500e-05, eta: 6:26:28, time: 1.084, data_time: 0.034, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8828, loss_cls: 1.1505, loss: 1.1505, grad_norm: 6.8172 2020-10-03 10:40:53,737 - mmaction - INFO - Epoch [89][1960/1997] lr: 7.500e-05, eta: 6:26:06, time: 1.019, data_time: 0.204, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8896, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.7586 2020-10-03 10:41:15,430 - mmaction - INFO - Epoch [89][1980/1997] lr: 7.500e-05, eta: 6:25:45, time: 1.083, data_time: 0.222, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8888, loss_cls: 1.1847, loss: 1.1847, grad_norm: 6.9938 2020-10-03 10:41:33,491 - mmaction - INFO - Saving checkpoint at 89 epochs 2020-10-03 10:42:18,696 - mmaction - INFO - Epoch [90][20/1997] lr: 7.500e-05, eta: 6:25:07, time: 2.243, data_time: 1.328, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8844, loss_cls: 1.1951, loss: 1.1951, grad_norm: 6.9948 2020-10-03 10:42:40,419 - mmaction - INFO - Epoch [90][40/1997] lr: 7.500e-05, eta: 6:24:46, time: 1.086, data_time: 0.095, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8901, loss_cls: 1.1477, loss: 1.1477, grad_norm: 6.7785 2020-10-03 10:43:00,838 - mmaction - INFO - Epoch [90][60/1997] lr: 7.500e-05, eta: 6:24:25, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8891, loss_cls: 1.1546, loss: 1.1546, grad_norm: 6.9043 2020-10-03 10:43:22,566 - mmaction - INFO - Epoch [90][80/1997] lr: 7.500e-05, eta: 6:24:04, time: 1.087, data_time: 0.077, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8927, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.9520 2020-10-03 10:43:44,358 - mmaction - INFO - Epoch [90][100/1997] lr: 7.500e-05, eta: 6:23:43, time: 1.089, data_time: 0.291, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8852, loss_cls: 1.1542, loss: 1.1542, grad_norm: 6.8169 2020-10-03 10:44:04,879 - mmaction - INFO - Epoch [90][120/1997] lr: 7.500e-05, eta: 6:23:22, time: 1.026, data_time: 0.029, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8872, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.8999 2020-10-03 10:44:26,471 - mmaction - INFO - Epoch [90][140/1997] lr: 7.500e-05, eta: 6:23:01, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8776, loss_cls: 1.2069, loss: 1.2069, grad_norm: 6.9833 2020-10-03 10:44:46,932 - mmaction - INFO - Epoch [90][160/1997] lr: 7.500e-05, eta: 6:22:40, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8781, loss_cls: 1.1886, loss: 1.1886, grad_norm: 6.8184 2020-10-03 10:45:08,156 - mmaction - INFO - Epoch [90][180/1997] lr: 7.500e-05, eta: 6:22:19, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8896, loss_cls: 1.1477, loss: 1.1477, grad_norm: 6.9514 2020-10-03 10:45:29,374 - mmaction - INFO - Epoch [90][200/1997] lr: 7.500e-05, eta: 6:21:58, time: 1.061, data_time: 0.003, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8862, loss_cls: 1.1393, loss: 1.1393, grad_norm: 6.5931 2020-10-03 10:45:49,846 - mmaction - INFO - Epoch [90][220/1997] lr: 7.500e-05, eta: 6:21:37, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8896, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.8874 2020-10-03 10:46:11,334 - mmaction - INFO - Epoch [90][240/1997] lr: 7.500e-05, eta: 6:21:16, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8901, loss_cls: 1.1344, loss: 1.1344, grad_norm: 6.8157 2020-10-03 10:46:33,067 - mmaction - INFO - Epoch [90][260/1997] lr: 7.500e-05, eta: 6:20:55, time: 1.086, data_time: 0.001, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8870, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.9923 2020-10-03 10:46:53,117 - mmaction - INFO - Epoch [90][280/1997] lr: 7.500e-05, eta: 6:20:34, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1884, loss: 1.1884, grad_norm: 6.8505 2020-10-03 10:47:14,900 - mmaction - INFO - Epoch [90][300/1997] lr: 7.500e-05, eta: 6:20:13, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8935, loss_cls: 1.1097, loss: 1.1097, grad_norm: 6.7543 2020-10-03 10:47:35,958 - mmaction - INFO - Epoch [90][320/1997] lr: 7.500e-05, eta: 6:19:52, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8885, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.7504 2020-10-03 10:47:57,762 - mmaction - INFO - Epoch [90][340/1997] lr: 7.500e-05, eta: 6:19:31, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1588, loss: 1.1588, grad_norm: 6.7398 2020-10-03 10:48:19,029 - mmaction - INFO - Epoch [90][360/1997] lr: 7.500e-05, eta: 6:19:10, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.8530 2020-10-03 10:48:40,743 - mmaction - INFO - Epoch [90][380/1997] lr: 7.500e-05, eta: 6:18:49, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8914, loss_cls: 1.1506, loss: 1.1506, grad_norm: 6.7611 2020-10-03 10:49:00,238 - mmaction - INFO - Epoch [90][400/1997] lr: 7.500e-05, eta: 6:18:27, time: 0.975, data_time: 0.001, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8885, loss_cls: 1.1542, loss: 1.1542, grad_norm: 6.7803 2020-10-03 10:49:22,478 - mmaction - INFO - Epoch [90][420/1997] lr: 7.500e-05, eta: 6:18:06, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8875, loss_cls: 1.1488, loss: 1.1488, grad_norm: 6.9302 2020-10-03 10:49:41,461 - mmaction - INFO - Epoch [90][440/1997] lr: 7.500e-05, eta: 6:17:45, time: 0.950, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8812, loss_cls: 1.1798, loss: 1.1798, grad_norm: 6.7412 2020-10-03 10:50:04,140 - mmaction - INFO - Epoch [90][460/1997] lr: 7.500e-05, eta: 6:17:24, time: 1.133, data_time: 0.012, memory: 8350, top1_acc: 0.7362, top5_acc: 0.8945, loss_cls: 1.1087, loss: 1.1087, grad_norm: 6.7585 2020-10-03 10:50:25,344 - mmaction - INFO - Epoch [90][480/1997] lr: 7.500e-05, eta: 6:17:03, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8924, loss_cls: 1.1083, loss: 1.1083, grad_norm: 6.5878 2020-10-03 10:50:46,842 - mmaction - INFO - Epoch [90][500/1997] lr: 7.500e-05, eta: 6:16:42, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8872, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.9324 2020-10-03 10:51:06,744 - mmaction - INFO - Epoch [90][520/1997] lr: 7.500e-05, eta: 6:16:21, time: 0.995, data_time: 0.001, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8828, loss_cls: 1.1820, loss: 1.1820, grad_norm: 6.8858 2020-10-03 10:51:27,671 - mmaction - INFO - Epoch [90][540/1997] lr: 7.500e-05, eta: 6:16:00, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8997, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.8077 2020-10-03 10:51:49,487 - mmaction - INFO - Epoch [90][560/1997] lr: 7.500e-05, eta: 6:15:39, time: 1.091, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8836, loss_cls: 1.1643, loss: 1.1643, grad_norm: 6.9185 2020-10-03 10:52:10,549 - mmaction - INFO - Epoch [90][580/1997] lr: 7.500e-05, eta: 6:15:18, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8958, loss_cls: 1.1098, loss: 1.1098, grad_norm: 6.6418 2020-10-03 10:52:31,481 - mmaction - INFO - Epoch [90][600/1997] lr: 7.500e-05, eta: 6:14:57, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8922, loss_cls: 1.1460, loss: 1.1460, grad_norm: 6.8646 2020-10-03 10:52:51,874 - mmaction - INFO - Epoch [90][620/1997] lr: 7.500e-05, eta: 6:14:36, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8917, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.7700 2020-10-03 10:53:13,196 - mmaction - INFO - Epoch [90][640/1997] lr: 7.500e-05, eta: 6:14:15, time: 1.066, data_time: 0.017, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8904, loss_cls: 1.1634, loss: 1.1634, grad_norm: 6.9807 2020-10-03 10:53:35,143 - mmaction - INFO - Epoch [90][660/1997] lr: 7.500e-05, eta: 6:13:54, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8971, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.6556 2020-10-03 10:53:57,394 - mmaction - INFO - Epoch [90][680/1997] lr: 7.500e-05, eta: 6:13:33, time: 1.112, data_time: 0.001, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8937, loss_cls: 1.1539, loss: 1.1539, grad_norm: 6.8743 2020-10-03 10:54:17,335 - mmaction - INFO - Epoch [90][700/1997] lr: 7.500e-05, eta: 6:13:12, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8927, loss_cls: 1.1416, loss: 1.1416, grad_norm: 6.8135 2020-10-03 10:54:39,774 - mmaction - INFO - Epoch [90][720/1997] lr: 7.500e-05, eta: 6:12:51, time: 1.122, data_time: 0.002, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8924, loss_cls: 1.1432, loss: 1.1432, grad_norm: 6.7378 2020-10-03 10:55:00,672 - mmaction - INFO - Epoch [90][740/1997] lr: 7.500e-05, eta: 6:12:30, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8880, loss_cls: 1.1357, loss: 1.1357, grad_norm: 6.9029 2020-10-03 10:55:20,379 - mmaction - INFO - Epoch [90][760/1997] lr: 7.500e-05, eta: 6:12:08, time: 0.985, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8854, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.8189 2020-10-03 10:55:41,669 - mmaction - INFO - Epoch [90][780/1997] lr: 7.500e-05, eta: 6:11:47, time: 1.064, data_time: 0.003, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8846, loss_cls: 1.1932, loss: 1.1932, grad_norm: 6.9246 2020-10-03 10:56:02,955 - mmaction - INFO - Epoch [90][800/1997] lr: 7.500e-05, eta: 6:11:26, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8885, loss_cls: 1.1355, loss: 1.1355, grad_norm: 6.7139 2020-10-03 10:56:23,748 - mmaction - INFO - Epoch [90][820/1997] lr: 7.500e-05, eta: 6:11:05, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8919, loss_cls: 1.1265, loss: 1.1265, grad_norm: 6.7499 2020-10-03 10:56:45,579 - mmaction - INFO - Epoch [90][840/1997] lr: 7.500e-05, eta: 6:10:44, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8935, loss_cls: 1.1279, loss: 1.1279, grad_norm: 6.7430 2020-10-03 10:57:05,407 - mmaction - INFO - Epoch [90][860/1997] lr: 7.500e-05, eta: 6:10:23, time: 0.992, data_time: 0.001, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8747, loss_cls: 1.1800, loss: 1.1800, grad_norm: 6.8892 2020-10-03 10:57:26,365 - mmaction - INFO - Epoch [90][880/1997] lr: 7.500e-05, eta: 6:10:02, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8857, loss_cls: 1.1717, loss: 1.1717, grad_norm: 7.0428 2020-10-03 10:57:48,042 - mmaction - INFO - Epoch [90][900/1997] lr: 7.500e-05, eta: 6:09:41, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8883, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.8590 2020-10-03 10:58:07,826 - mmaction - INFO - Epoch [90][920/1997] lr: 7.500e-05, eta: 6:09:20, time: 0.989, data_time: 0.005, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8904, loss_cls: 1.1563, loss: 1.1563, grad_norm: 6.9867 2020-10-03 10:58:29,652 - mmaction - INFO - Epoch [90][940/1997] lr: 7.500e-05, eta: 6:08:59, time: 1.092, data_time: 0.017, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8919, loss_cls: 1.1319, loss: 1.1319, grad_norm: 6.7650 2020-10-03 10:58:50,786 - mmaction - INFO - Epoch [90][960/1997] lr: 7.500e-05, eta: 6:08:38, time: 1.057, data_time: 0.005, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1423, loss: 1.1423, grad_norm: 6.8051 2020-10-03 10:59:12,930 - mmaction - INFO - Epoch [90][980/1997] lr: 7.500e-05, eta: 6:08:17, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8841, loss_cls: 1.1693, loss: 1.1693, grad_norm: 6.8773 2020-10-03 10:59:32,723 - mmaction - INFO - Epoch [90][1000/1997] lr: 7.500e-05, eta: 6:07:56, time: 0.991, data_time: 0.003, memory: 8350, top1_acc: 0.7310, top5_acc: 0.8896, loss_cls: 1.1176, loss: 1.1176, grad_norm: 6.7729 2020-10-03 10:59:53,692 - mmaction - INFO - Epoch [90][1020/1997] lr: 7.500e-05, eta: 6:07:35, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8927, loss_cls: 1.1416, loss: 1.1416, grad_norm: 6.8245 2020-10-03 11:00:15,803 - mmaction - INFO - Epoch [90][1040/1997] lr: 7.500e-05, eta: 6:07:14, time: 1.106, data_time: 0.002, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8901, loss_cls: 1.1344, loss: 1.1344, grad_norm: 6.8691 2020-10-03 11:00:37,154 - mmaction - INFO - Epoch [90][1060/1997] lr: 7.500e-05, eta: 6:06:53, time: 1.067, data_time: 0.001, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8789, loss_cls: 1.1791, loss: 1.1791, grad_norm: 6.8274 2020-10-03 11:00:58,294 - mmaction - INFO - Epoch [90][1080/1997] lr: 7.500e-05, eta: 6:06:32, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8924, loss_cls: 1.1448, loss: 1.1448, grad_norm: 6.7661 2020-10-03 11:01:18,142 - mmaction - INFO - Epoch [90][1100/1997] lr: 7.500e-05, eta: 6:06:10, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8917, loss_cls: 1.1241, loss: 1.1241, grad_norm: 6.6700 2020-10-03 11:01:38,655 - mmaction - INFO - Epoch [90][1120/1997] lr: 7.500e-05, eta: 6:05:49, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8911, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.7684 2020-10-03 11:02:01,060 - mmaction - INFO - Epoch [90][1140/1997] lr: 7.500e-05, eta: 6:05:28, time: 1.120, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8875, loss_cls: 1.1585, loss: 1.1585, grad_norm: 6.8563 2020-10-03 11:02:21,165 - mmaction - INFO - Epoch [90][1160/1997] lr: 7.500e-05, eta: 6:05:07, time: 1.005, data_time: 0.026, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8951, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.7152 2020-10-03 11:02:42,308 - mmaction - INFO - Epoch [90][1180/1997] lr: 7.500e-05, eta: 6:04:46, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8893, loss_cls: 1.1625, loss: 1.1625, grad_norm: 6.8206 2020-10-03 11:03:03,125 - mmaction - INFO - Epoch [90][1200/1997] lr: 7.500e-05, eta: 6:04:25, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8841, loss_cls: 1.1765, loss: 1.1765, grad_norm: 6.7594 2020-10-03 11:03:24,064 - mmaction - INFO - Epoch [90][1220/1997] lr: 7.500e-05, eta: 6:04:04, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8854, loss_cls: 1.1940, loss: 1.1940, grad_norm: 6.9148 2020-10-03 11:03:45,451 - mmaction - INFO - Epoch [90][1240/1997] lr: 7.500e-05, eta: 6:03:43, time: 1.068, data_time: 0.007, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8909, loss_cls: 1.1604, loss: 1.1604, grad_norm: 6.7440 2020-10-03 11:04:07,381 - mmaction - INFO - Epoch [90][1260/1997] lr: 7.500e-05, eta: 6:03:22, time: 1.098, data_time: 0.003, memory: 8350, top1_acc: 0.7315, top5_acc: 0.8984, loss_cls: 1.0947, loss: 1.0947, grad_norm: 6.6665 2020-10-03 11:04:26,955 - mmaction - INFO - Epoch [90][1280/1997] lr: 7.500e-05, eta: 6:03:01, time: 0.978, data_time: 0.001, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.8788 2020-10-03 11:04:47,723 - mmaction - INFO - Epoch [90][1300/1997] lr: 7.500e-05, eta: 6:02:40, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8828, loss_cls: 1.1883, loss: 1.1883, grad_norm: 6.8538 2020-10-03 11:05:08,653 - mmaction - INFO - Epoch [90][1320/1997] lr: 7.500e-05, eta: 6:02:19, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8859, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.8405 2020-10-03 11:05:30,656 - mmaction - INFO - Epoch [90][1340/1997] lr: 7.500e-05, eta: 6:01:58, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8849, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.9308 2020-10-03 11:05:51,258 - mmaction - INFO - Epoch [90][1360/1997] lr: 7.500e-05, eta: 6:01:37, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8898, loss_cls: 1.1255, loss: 1.1255, grad_norm: 6.7230 2020-10-03 11:06:12,590 - mmaction - INFO - Epoch [90][1380/1997] lr: 7.500e-05, eta: 6:01:16, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8893, loss_cls: 1.1615, loss: 1.1615, grad_norm: 6.8498 2020-10-03 11:06:34,162 - mmaction - INFO - Epoch [90][1400/1997] lr: 7.500e-05, eta: 6:00:55, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8857, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.9128 2020-10-03 11:06:54,983 - mmaction - INFO - Epoch [90][1420/1997] lr: 7.500e-05, eta: 6:00:33, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8859, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.9005 2020-10-03 11:07:14,969 - mmaction - INFO - Epoch [90][1440/1997] lr: 7.500e-05, eta: 6:00:12, time: 0.999, data_time: 0.014, memory: 8350, top1_acc: 0.7029, top5_acc: 0.8841, loss_cls: 1.1980, loss: 1.1980, grad_norm: 6.9084 2020-10-03 11:07:36,243 - mmaction - INFO - Epoch [90][1460/1997] lr: 7.500e-05, eta: 5:59:51, time: 1.064, data_time: 0.153, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8917, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.8334 2020-10-03 11:07:58,313 - mmaction - INFO - Epoch [90][1480/1997] lr: 7.500e-05, eta: 5:59:30, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8922, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.6444 2020-10-03 11:08:19,172 - mmaction - INFO - Epoch [90][1500/1997] lr: 7.500e-05, eta: 5:59:09, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8943, loss_cls: 1.1083, loss: 1.1083, grad_norm: 6.7360 2020-10-03 11:08:39,811 - mmaction - INFO - Epoch [90][1520/1997] lr: 7.500e-05, eta: 5:58:48, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8813, loss_cls: 1.1512, loss: 1.1512, grad_norm: 6.9095 2020-10-03 11:09:01,297 - mmaction - INFO - Epoch [90][1540/1997] lr: 7.500e-05, eta: 5:58:27, time: 1.075, data_time: 0.023, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8885, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.8969 2020-10-03 11:09:20,852 - mmaction - INFO - Epoch [90][1560/1997] lr: 7.500e-05, eta: 5:58:06, time: 0.978, data_time: 0.093, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8841, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.9349 2020-10-03 11:09:41,839 - mmaction - INFO - Epoch [90][1580/1997] lr: 7.500e-05, eta: 5:57:45, time: 1.050, data_time: 0.290, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.8779 2020-10-03 11:10:03,064 - mmaction - INFO - Epoch [90][1600/1997] lr: 7.500e-05, eta: 5:57:24, time: 1.061, data_time: 0.104, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8854, loss_cls: 1.1647, loss: 1.1647, grad_norm: 6.8529 2020-10-03 11:10:24,095 - mmaction - INFO - Epoch [90][1620/1997] lr: 7.500e-05, eta: 5:57:03, time: 1.052, data_time: 0.341, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8841, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.8867 2020-10-03 11:10:44,536 - mmaction - INFO - Epoch [90][1640/1997] lr: 7.500e-05, eta: 5:56:42, time: 1.022, data_time: 0.103, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8927, loss_cls: 1.1274, loss: 1.1274, grad_norm: 6.8279 2020-10-03 11:11:04,976 - mmaction - INFO - Epoch [90][1660/1997] lr: 7.500e-05, eta: 5:56:20, time: 1.022, data_time: 0.264, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8935, loss_cls: 1.1251, loss: 1.1251, grad_norm: 6.9455 2020-10-03 11:11:26,430 - mmaction - INFO - Epoch [90][1680/1997] lr: 7.500e-05, eta: 5:55:59, time: 1.072, data_time: 0.063, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8948, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.8040 2020-10-03 11:11:46,886 - mmaction - INFO - Epoch [90][1700/1997] lr: 7.500e-05, eta: 5:55:38, time: 1.023, data_time: 0.094, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8888, loss_cls: 1.1548, loss: 1.1548, grad_norm: 6.8034 2020-10-03 11:12:07,716 - mmaction - INFO - Epoch [90][1720/1997] lr: 7.500e-05, eta: 5:55:17, time: 1.042, data_time: 0.050, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8812, loss_cls: 1.1743, loss: 1.1743, grad_norm: 6.9381 2020-10-03 11:12:28,595 - mmaction - INFO - Epoch [90][1740/1997] lr: 7.500e-05, eta: 5:54:56, time: 1.043, data_time: 0.192, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8901, loss_cls: 1.1673, loss: 1.1673, grad_norm: 6.9670 2020-10-03 11:12:49,105 - mmaction - INFO - Epoch [90][1760/1997] lr: 7.500e-05, eta: 5:54:35, time: 1.025, data_time: 0.003, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8937, loss_cls: 1.1366, loss: 1.1366, grad_norm: 6.8033 2020-10-03 11:13:09,890 - mmaction - INFO - Epoch [90][1780/1997] lr: 7.500e-05, eta: 5:54:14, time: 1.040, data_time: 0.165, memory: 8350, top1_acc: 0.7320, top5_acc: 0.8893, loss_cls: 1.1193, loss: 1.1193, grad_norm: 6.8382 2020-10-03 11:13:31,944 - mmaction - INFO - Epoch [90][1800/1997] lr: 7.500e-05, eta: 5:53:53, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.7068, top5_acc: 0.8927, loss_cls: 1.1587, loss: 1.1587, grad_norm: 6.9867 2020-10-03 11:13:53,646 - mmaction - INFO - Epoch [90][1820/1997] lr: 7.500e-05, eta: 5:53:32, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8951, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.8404 2020-10-03 11:14:12,846 - mmaction - INFO - Epoch [90][1840/1997] lr: 7.500e-05, eta: 5:53:11, time: 0.961, data_time: 0.003, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8919, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.6799 2020-10-03 11:14:34,604 - mmaction - INFO - Epoch [90][1860/1997] lr: 7.500e-05, eta: 5:52:50, time: 1.088, data_time: 0.208, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8932, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.8595 2020-10-03 11:14:54,452 - mmaction - INFO - Epoch [90][1880/1997] lr: 7.500e-05, eta: 5:52:29, time: 0.992, data_time: 0.214, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8898, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.7837 2020-10-03 11:15:16,111 - mmaction - INFO - Epoch [90][1900/1997] lr: 7.500e-05, eta: 5:52:08, time: 1.084, data_time: 0.347, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8820, loss_cls: 1.1965, loss: 1.1965, grad_norm: 6.9262 2020-10-03 11:15:36,644 - mmaction - INFO - Epoch [90][1920/1997] lr: 7.500e-05, eta: 5:51:46, time: 1.026, data_time: 0.328, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8896, loss_cls: 1.1641, loss: 1.1641, grad_norm: 6.8592 2020-10-03 11:15:57,243 - mmaction - INFO - Epoch [90][1940/1997] lr: 7.500e-05, eta: 5:51:25, time: 1.030, data_time: 0.065, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8836, loss_cls: 1.1832, loss: 1.1832, grad_norm: 6.9770 2020-10-03 11:16:18,925 - mmaction - INFO - Epoch [90][1960/1997] lr: 7.500e-05, eta: 5:51:04, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8802, loss_cls: 1.2097, loss: 1.2097, grad_norm: 6.9297 2020-10-03 11:16:40,817 - mmaction - INFO - Epoch [90][1980/1997] lr: 7.500e-05, eta: 5:50:43, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8872, loss_cls: 1.1648, loss: 1.1648, grad_norm: 6.8786 2020-10-03 11:16:59,872 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-10-03 11:19:52,338 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 11:19:53,912 - mmaction - INFO - top1_acc 0.7327 top5_acc 0.9149 2020-10-03 11:19:53,913 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 11:19:53,999 - mmaction - INFO - mean_acc 0.7318 2020-10-03 11:19:54,011 - mmaction - INFO - Epoch(val) [90][1997] top1_acc: 0.7327, top5_acc: 0.9149, mean_class_accuracy: 0.7318 2020-10-03 11:20:35,772 - mmaction - INFO - Epoch [91][20/1997] lr: 7.500e-05, eta: 5:50:05, time: 2.086, data_time: 1.020, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8896, loss_cls: 1.1341, loss: 1.1341, grad_norm: 6.7927 2020-10-03 11:20:57,462 - mmaction - INFO - Epoch [91][40/1997] lr: 7.500e-05, eta: 5:49:44, time: 1.085, data_time: 0.003, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8810, loss_cls: 1.1743, loss: 1.1743, grad_norm: 6.9148 2020-10-03 11:21:17,232 - mmaction - INFO - Epoch [91][60/1997] lr: 7.500e-05, eta: 5:49:23, time: 0.989, data_time: 0.002, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8896, loss_cls: 1.1500, loss: 1.1500, grad_norm: 6.7766 2020-10-03 11:21:39,417 - mmaction - INFO - Epoch [91][80/1997] lr: 7.500e-05, eta: 5:49:02, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.7341, top5_acc: 0.8966, loss_cls: 1.1161, loss: 1.1161, grad_norm: 6.7429 2020-10-03 11:21:59,757 - mmaction - INFO - Epoch [91][100/1997] lr: 7.500e-05, eta: 5:48:41, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8932, loss_cls: 1.1477, loss: 1.1477, grad_norm: 6.7955 2020-10-03 11:22:20,743 - mmaction - INFO - Epoch [91][120/1997] lr: 7.500e-05, eta: 5:48:19, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8773, loss_cls: 1.1935, loss: 1.1935, grad_norm: 6.8908 2020-10-03 11:22:42,132 - mmaction - INFO - Epoch [91][140/1997] lr: 7.500e-05, eta: 5:47:58, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8784, loss_cls: 1.2046, loss: 1.2046, grad_norm: 7.1358 2020-10-03 11:23:02,780 - mmaction - INFO - Epoch [91][160/1997] lr: 7.500e-05, eta: 5:47:37, time: 1.033, data_time: 0.099, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8826, loss_cls: 1.2102, loss: 1.2102, grad_norm: 7.0050 2020-10-03 11:23:23,982 - mmaction - INFO - Epoch [91][180/1997] lr: 7.500e-05, eta: 5:47:16, time: 1.060, data_time: 0.100, memory: 8350, top1_acc: 0.7320, top5_acc: 0.8878, loss_cls: 1.1309, loss: 1.1309, grad_norm: 6.7583 2020-10-03 11:23:43,657 - mmaction - INFO - Epoch [91][200/1997] lr: 7.500e-05, eta: 5:46:55, time: 0.984, data_time: 0.049, memory: 8350, top1_acc: 0.7388, top5_acc: 0.8961, loss_cls: 1.1071, loss: 1.1071, grad_norm: 6.7397 2020-10-03 11:24:05,456 - mmaction - INFO - Epoch [91][220/1997] lr: 7.500e-05, eta: 5:46:34, time: 1.090, data_time: 0.472, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8875, loss_cls: 1.1556, loss: 1.1556, grad_norm: 6.8717 2020-10-03 11:24:26,854 - mmaction - INFO - Epoch [91][240/1997] lr: 7.500e-05, eta: 5:46:13, time: 1.070, data_time: 0.328, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8891, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.6325 2020-10-03 11:24:47,264 - mmaction - INFO - Epoch [91][260/1997] lr: 7.500e-05, eta: 5:45:52, time: 1.020, data_time: 0.010, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8807, loss_cls: 1.1812, loss: 1.1812, grad_norm: 7.0250 2020-10-03 11:25:09,160 - mmaction - INFO - Epoch [91][280/1997] lr: 7.500e-05, eta: 5:45:31, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8870, loss_cls: 1.1879, loss: 1.1879, grad_norm: 6.9497 2020-10-03 11:25:29,698 - mmaction - INFO - Epoch [91][300/1997] lr: 7.500e-05, eta: 5:45:10, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8911, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.7700 2020-10-03 11:25:50,438 - mmaction - INFO - Epoch [91][320/1997] lr: 7.500e-05, eta: 5:44:49, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8904, loss_cls: 1.1400, loss: 1.1400, grad_norm: 6.8474 2020-10-03 11:26:11,346 - mmaction - INFO - Epoch [91][340/1997] lr: 7.500e-05, eta: 5:44:28, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7315, top5_acc: 0.8906, loss_cls: 1.1315, loss: 1.1315, grad_norm: 6.7782 2020-10-03 11:26:33,329 - mmaction - INFO - Epoch [91][360/1997] lr: 7.500e-05, eta: 5:44:07, time: 1.099, data_time: 0.001, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8893, loss_cls: 1.1327, loss: 1.1327, grad_norm: 6.8664 2020-10-03 11:26:53,595 - mmaction - INFO - Epoch [91][380/1997] lr: 7.500e-05, eta: 5:43:46, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8805, loss_cls: 1.2012, loss: 1.2012, grad_norm: 6.9507 2020-10-03 11:27:15,138 - mmaction - INFO - Epoch [91][400/1997] lr: 7.500e-05, eta: 5:43:25, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8885, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.8585 2020-10-03 11:27:36,379 - mmaction - INFO - Epoch [91][420/1997] lr: 7.500e-05, eta: 5:43:04, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1459, loss: 1.1459, grad_norm: 6.7824 2020-10-03 11:27:57,399 - mmaction - INFO - Epoch [91][440/1997] lr: 7.500e-05, eta: 5:42:42, time: 1.050, data_time: 0.001, memory: 8350, top1_acc: 0.7279, top5_acc: 0.9013, loss_cls: 1.1051, loss: 1.1051, grad_norm: 6.7681 2020-10-03 11:28:18,392 - mmaction - INFO - Epoch [91][460/1997] lr: 7.500e-05, eta: 5:42:21, time: 1.050, data_time: 0.003, memory: 8350, top1_acc: 0.7354, top5_acc: 0.8922, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.6695 2020-10-03 11:28:39,517 - mmaction - INFO - Epoch [91][480/1997] lr: 7.500e-05, eta: 5:42:00, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.1421, loss: 1.1421, grad_norm: 7.0162 2020-10-03 11:29:00,022 - mmaction - INFO - Epoch [91][500/1997] lr: 7.500e-05, eta: 5:41:39, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8852, loss_cls: 1.1479, loss: 1.1479, grad_norm: 6.7526 2020-10-03 11:29:21,558 - mmaction - INFO - Epoch [91][520/1997] lr: 7.500e-05, eta: 5:41:18, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8930, loss_cls: 1.1371, loss: 1.1371, grad_norm: 6.8605 2020-10-03 11:29:43,261 - mmaction - INFO - Epoch [91][540/1997] lr: 7.500e-05, eta: 5:40:57, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.1585, loss: 1.1585, grad_norm: 6.9025 2020-10-03 11:30:03,596 - mmaction - INFO - Epoch [91][560/1997] lr: 7.500e-05, eta: 5:40:36, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1738, loss: 1.1738, grad_norm: 6.8844 2020-10-03 11:30:25,305 - mmaction - INFO - Epoch [91][580/1997] lr: 7.500e-05, eta: 5:40:15, time: 1.087, data_time: 0.003, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8906, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.7416 2020-10-03 11:30:46,145 - mmaction - INFO - Epoch [91][600/1997] lr: 7.500e-05, eta: 5:39:54, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8799, loss_cls: 1.2157, loss: 1.2157, grad_norm: 7.1041 2020-10-03 11:31:07,235 - mmaction - INFO - Epoch [91][620/1997] lr: 7.500e-05, eta: 5:39:33, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.8225 2020-10-03 11:31:28,539 - mmaction - INFO - Epoch [91][640/1997] lr: 7.500e-05, eta: 5:39:12, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7339, top5_acc: 0.8932, loss_cls: 1.1328, loss: 1.1328, grad_norm: 6.8024 2020-10-03 11:31:50,083 - mmaction - INFO - Epoch [91][660/1997] lr: 7.500e-05, eta: 5:38:51, time: 1.076, data_time: 0.001, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1724, loss: 1.1724, grad_norm: 6.9111 2020-10-03 11:32:11,330 - mmaction - INFO - Epoch [91][680/1997] lr: 7.500e-05, eta: 5:38:30, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8888, loss_cls: 1.1444, loss: 1.1444, grad_norm: 6.8660 2020-10-03 11:32:30,265 - mmaction - INFO - Epoch [91][700/1997] lr: 7.500e-05, eta: 5:38:09, time: 0.947, data_time: 0.002, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8914, loss_cls: 1.1519, loss: 1.1519, grad_norm: 6.9164 2020-10-03 11:32:51,386 - mmaction - INFO - Epoch [91][720/1997] lr: 7.500e-05, eta: 5:37:48, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8922, loss_cls: 1.1334, loss: 1.1334, grad_norm: 6.6907 2020-10-03 11:33:13,228 - mmaction - INFO - Epoch [91][740/1997] lr: 7.500e-05, eta: 5:37:27, time: 1.092, data_time: 0.001, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8812, loss_cls: 1.1891, loss: 1.1891, grad_norm: 6.9848 2020-10-03 11:33:33,796 - mmaction - INFO - Epoch [91][760/1997] lr: 7.500e-05, eta: 5:37:05, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8911, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.8112 2020-10-03 11:33:54,907 - mmaction - INFO - Epoch [91][780/1997] lr: 7.500e-05, eta: 5:36:44, time: 1.057, data_time: 0.003, memory: 8350, top1_acc: 0.7211, top5_acc: 0.9003, loss_cls: 1.1166, loss: 1.1166, grad_norm: 6.8191 2020-10-03 11:34:16,362 - mmaction - INFO - Epoch [91][800/1997] lr: 7.500e-05, eta: 5:36:23, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8945, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.8366 2020-10-03 11:34:38,144 - mmaction - INFO - Epoch [91][820/1997] lr: 7.500e-05, eta: 5:36:02, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.9381 2020-10-03 11:34:58,588 - mmaction - INFO - Epoch [91][840/1997] lr: 7.500e-05, eta: 5:35:41, time: 1.022, data_time: 0.214, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8854, loss_cls: 1.1503, loss: 1.1503, grad_norm: 6.8580 2020-10-03 11:35:19,986 - mmaction - INFO - Epoch [91][860/1997] lr: 7.500e-05, eta: 5:35:20, time: 1.070, data_time: 0.388, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8852, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.8551 2020-10-03 11:35:40,641 - mmaction - INFO - Epoch [91][880/1997] lr: 7.500e-05, eta: 5:34:59, time: 1.033, data_time: 0.234, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8888, loss_cls: 1.1661, loss: 1.1661, grad_norm: 6.8427 2020-10-03 11:36:03,637 - mmaction - INFO - Epoch [91][900/1997] lr: 7.500e-05, eta: 5:34:38, time: 1.150, data_time: 0.007, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8789, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.9820 2020-10-03 11:36:23,653 - mmaction - INFO - Epoch [91][920/1997] lr: 7.500e-05, eta: 5:34:17, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8823, loss_cls: 1.1739, loss: 1.1739, grad_norm: 6.9079 2020-10-03 11:36:45,028 - mmaction - INFO - Epoch [91][940/1997] lr: 7.500e-05, eta: 5:33:56, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8831, loss_cls: 1.1755, loss: 1.1755, grad_norm: 6.8304 2020-10-03 11:37:05,762 - mmaction - INFO - Epoch [91][960/1997] lr: 7.500e-05, eta: 5:33:35, time: 1.036, data_time: 0.001, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8831, loss_cls: 1.1757, loss: 1.1757, grad_norm: 6.8047 2020-10-03 11:37:26,269 - mmaction - INFO - Epoch [91][980/1997] lr: 7.500e-05, eta: 5:33:14, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8977, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.8172 2020-10-03 11:37:47,330 - mmaction - INFO - Epoch [91][1000/1997] lr: 7.500e-05, eta: 5:32:53, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8888, loss_cls: 1.1569, loss: 1.1569, grad_norm: 6.7782 2020-10-03 11:38:07,823 - mmaction - INFO - Epoch [91][1020/1997] lr: 7.500e-05, eta: 5:32:32, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8872, loss_cls: 1.1922, loss: 1.1922, grad_norm: 7.0049 2020-10-03 11:38:29,057 - mmaction - INFO - Epoch [91][1040/1997] lr: 7.500e-05, eta: 5:32:11, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1600, loss: 1.1600, grad_norm: 6.9078 2020-10-03 11:38:50,730 - mmaction - INFO - Epoch [91][1060/1997] lr: 7.500e-05, eta: 5:31:50, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8930, loss_cls: 1.1658, loss: 1.1658, grad_norm: 7.0036 2020-10-03 11:39:10,590 - mmaction - INFO - Epoch [91][1080/1997] lr: 7.500e-05, eta: 5:31:29, time: 0.992, data_time: 0.001, memory: 8350, top1_acc: 0.7352, top5_acc: 0.9005, loss_cls: 1.1016, loss: 1.1016, grad_norm: 6.7396 2020-10-03 11:39:32,097 - mmaction - INFO - Epoch [91][1100/1997] lr: 7.500e-05, eta: 5:31:08, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1294, loss: 1.1294, grad_norm: 6.7565 2020-10-03 11:39:53,711 - mmaction - INFO - Epoch [91][1120/1997] lr: 7.500e-05, eta: 5:30:47, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.7310, top5_acc: 0.8971, loss_cls: 1.1178, loss: 1.1178, grad_norm: 6.7997 2020-10-03 11:40:14,454 - mmaction - INFO - Epoch [91][1140/1997] lr: 7.500e-05, eta: 5:30:25, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8922, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.6489 2020-10-03 11:40:35,678 - mmaction - INFO - Epoch [91][1160/1997] lr: 7.500e-05, eta: 5:30:04, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8966, loss_cls: 1.1159, loss: 1.1159, grad_norm: 6.8228 2020-10-03 11:40:57,148 - mmaction - INFO - Epoch [91][1180/1997] lr: 7.500e-05, eta: 5:29:43, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8974, loss_cls: 1.1313, loss: 1.1313, grad_norm: 6.7586 2020-10-03 11:41:17,129 - mmaction - INFO - Epoch [91][1200/1997] lr: 7.500e-05, eta: 5:29:22, time: 0.998, data_time: 0.001, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8888, loss_cls: 1.1496, loss: 1.1496, grad_norm: 6.9103 2020-10-03 11:41:38,093 - mmaction - INFO - Epoch [91][1220/1997] lr: 7.500e-05, eta: 5:29:01, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1610, loss: 1.1610, grad_norm: 6.9330 2020-10-03 11:42:00,275 - mmaction - INFO - Epoch [91][1240/1997] lr: 7.500e-05, eta: 5:28:40, time: 1.109, data_time: 0.001, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8953, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.8768 2020-10-03 11:42:20,268 - mmaction - INFO - Epoch [91][1260/1997] lr: 7.500e-05, eta: 5:28:19, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8857, loss_cls: 1.1473, loss: 1.1473, grad_norm: 6.7656 2020-10-03 11:42:41,501 - mmaction - INFO - Epoch [91][1280/1997] lr: 7.500e-05, eta: 5:27:58, time: 1.061, data_time: 0.036, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8953, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.9196 2020-10-03 11:43:02,782 - mmaction - INFO - Epoch [91][1300/1997] lr: 7.500e-05, eta: 5:27:37, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8875, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.8253 2020-10-03 11:43:23,382 - mmaction - INFO - Epoch [91][1320/1997] lr: 7.500e-05, eta: 5:27:16, time: 1.029, data_time: 0.090, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8839, loss_cls: 1.1718, loss: 1.1718, grad_norm: 6.9100 2020-10-03 11:43:44,557 - mmaction - INFO - Epoch [91][1340/1997] lr: 7.500e-05, eta: 5:26:55, time: 1.060, data_time: 0.003, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8896, loss_cls: 1.1619, loss: 1.1619, grad_norm: 6.7948 2020-10-03 11:44:06,548 - mmaction - INFO - Epoch [91][1360/1997] lr: 7.500e-05, eta: 5:26:34, time: 1.100, data_time: 0.001, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8810, loss_cls: 1.1921, loss: 1.1921, grad_norm: 6.9129 2020-10-03 11:44:26,758 - mmaction - INFO - Epoch [91][1380/1997] lr: 7.500e-05, eta: 5:26:13, time: 1.010, data_time: 0.001, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8872, loss_cls: 1.1832, loss: 1.1832, grad_norm: 6.9551 2020-10-03 11:44:46,938 - mmaction - INFO - Epoch [91][1400/1997] lr: 7.500e-05, eta: 5:25:52, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1734, loss: 1.1734, grad_norm: 6.9537 2020-10-03 11:45:07,824 - mmaction - INFO - Epoch [91][1420/1997] lr: 7.500e-05, eta: 5:25:30, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8859, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.7346 2020-10-03 11:45:28,772 - mmaction - INFO - Epoch [91][1440/1997] lr: 7.500e-05, eta: 5:25:09, time: 1.049, data_time: 0.003, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8891, loss_cls: 1.1472, loss: 1.1472, grad_norm: 6.8246 2020-10-03 11:45:51,831 - mmaction - INFO - Epoch [91][1460/1997] lr: 7.500e-05, eta: 5:24:49, time: 1.151, data_time: 0.001, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8922, loss_cls: 1.1426, loss: 1.1426, grad_norm: 6.6512 2020-10-03 11:46:11,863 - mmaction - INFO - Epoch [91][1480/1997] lr: 7.500e-05, eta: 5:24:27, time: 1.003, data_time: 0.003, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.1517, loss: 1.1517, grad_norm: 6.8100 2020-10-03 11:46:32,138 - mmaction - INFO - Epoch [91][1500/1997] lr: 7.500e-05, eta: 5:24:06, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8776, loss_cls: 1.1946, loss: 1.1946, grad_norm: 6.9480 2020-10-03 11:46:52,533 - mmaction - INFO - Epoch [91][1520/1997] lr: 7.500e-05, eta: 5:23:45, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8810, loss_cls: 1.1971, loss: 1.1971, grad_norm: 6.9509 2020-10-03 11:47:13,941 - mmaction - INFO - Epoch [91][1540/1997] lr: 7.500e-05, eta: 5:23:24, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8898, loss_cls: 1.1650, loss: 1.1650, grad_norm: 6.9617 2020-10-03 11:47:35,637 - mmaction - INFO - Epoch [91][1560/1997] lr: 7.500e-05, eta: 5:23:03, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8891, loss_cls: 1.1290, loss: 1.1290, grad_norm: 6.7584 2020-10-03 11:47:55,974 - mmaction - INFO - Epoch [91][1580/1997] lr: 7.500e-05, eta: 5:22:42, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8940, loss_cls: 1.1363, loss: 1.1363, grad_norm: 6.8178 2020-10-03 11:48:16,426 - mmaction - INFO - Epoch [91][1600/1997] lr: 7.500e-05, eta: 5:22:21, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8885, loss_cls: 1.1445, loss: 1.1445, grad_norm: 6.8669 2020-10-03 11:48:39,137 - mmaction - INFO - Epoch [91][1620/1997] lr: 7.500e-05, eta: 5:22:00, time: 1.136, data_time: 0.002, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8755, loss_cls: 1.2270, loss: 1.2270, grad_norm: 6.9156 2020-10-03 11:48:59,250 - mmaction - INFO - Epoch [91][1640/1997] lr: 7.500e-05, eta: 5:21:39, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.6958, top5_acc: 0.8815, loss_cls: 1.2103, loss: 1.2103, grad_norm: 6.9869 2020-10-03 11:49:20,111 - mmaction - INFO - Epoch [91][1660/1997] lr: 7.500e-05, eta: 5:21:18, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.9038 2020-10-03 11:49:41,966 - mmaction - INFO - Epoch [91][1680/1997] lr: 7.500e-05, eta: 5:20:57, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8922, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.7484 2020-10-03 11:50:01,943 - mmaction - INFO - Epoch [91][1700/1997] lr: 7.500e-05, eta: 5:20:36, time: 0.999, data_time: 0.148, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8862, loss_cls: 1.1531, loss: 1.1531, grad_norm: 6.7529 2020-10-03 11:50:24,092 - mmaction - INFO - Epoch [91][1720/1997] lr: 7.500e-05, eta: 5:20:15, time: 1.107, data_time: 0.357, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8865, loss_cls: 1.1575, loss: 1.1575, grad_norm: 6.8972 2020-10-03 11:50:43,794 - mmaction - INFO - Epoch [91][1740/1997] lr: 7.500e-05, eta: 5:19:53, time: 0.985, data_time: 0.121, memory: 8350, top1_acc: 0.6979, top5_acc: 0.8750, loss_cls: 1.2277, loss: 1.2277, grad_norm: 7.0817 2020-10-03 11:51:04,163 - mmaction - INFO - Epoch [91][1760/1997] lr: 7.500e-05, eta: 5:19:32, time: 1.019, data_time: 0.001, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8906, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.6997 2020-10-03 11:51:26,400 - mmaction - INFO - Epoch [91][1780/1997] lr: 7.500e-05, eta: 5:19:11, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1641, loss: 1.1641, grad_norm: 6.9720 2020-10-03 11:51:47,635 - mmaction - INFO - Epoch [91][1800/1997] lr: 7.500e-05, eta: 5:18:50, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8878, loss_cls: 1.1387, loss: 1.1387, grad_norm: 6.7813 2020-10-03 11:52:08,068 - mmaction - INFO - Epoch [91][1820/1997] lr: 7.500e-05, eta: 5:18:29, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8888, loss_cls: 1.1412, loss: 1.1412, grad_norm: 6.7691 2020-10-03 11:52:29,224 - mmaction - INFO - Epoch [91][1840/1997] lr: 7.500e-05, eta: 5:18:08, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8891, loss_cls: 1.1387, loss: 1.1387, grad_norm: 6.9171 2020-10-03 11:52:50,285 - mmaction - INFO - Epoch [91][1860/1997] lr: 7.500e-05, eta: 5:17:47, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8909, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.7109 2020-10-03 11:53:11,340 - mmaction - INFO - Epoch [91][1880/1997] lr: 7.500e-05, eta: 5:17:26, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7349, top5_acc: 0.8891, loss_cls: 1.1400, loss: 1.1400, grad_norm: 6.9314 2020-10-03 11:53:32,096 - mmaction - INFO - Epoch [91][1900/1997] lr: 7.500e-05, eta: 5:17:05, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8779, loss_cls: 1.1729, loss: 1.1729, grad_norm: 6.8104 2020-10-03 11:53:52,600 - mmaction - INFO - Epoch [91][1920/1997] lr: 7.500e-05, eta: 5:16:44, time: 1.025, data_time: 0.001, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1588, loss: 1.1588, grad_norm: 6.8792 2020-10-03 11:54:14,252 - mmaction - INFO - Epoch [91][1940/1997] lr: 7.500e-05, eta: 5:16:23, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8935, loss_cls: 1.1472, loss: 1.1472, grad_norm: 6.9427 2020-10-03 11:54:35,033 - mmaction - INFO - Epoch [91][1960/1997] lr: 7.500e-05, eta: 5:16:02, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1373, loss: 1.1373, grad_norm: 6.7652 2020-10-03 11:54:55,731 - mmaction - INFO - Epoch [91][1980/1997] lr: 7.500e-05, eta: 5:15:41, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7315, top5_acc: 0.8859, loss_cls: 1.1495, loss: 1.1495, grad_norm: 6.7488 2020-10-03 11:55:13,387 - mmaction - INFO - Saving checkpoint at 91 epochs 2020-10-03 11:55:58,228 - mmaction - INFO - Epoch [92][20/1997] lr: 7.500e-05, eta: 5:15:02, time: 2.175, data_time: 1.450, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8917, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.8583 2020-10-03 11:56:19,660 - mmaction - INFO - Epoch [92][40/1997] lr: 7.500e-05, eta: 5:14:41, time: 1.071, data_time: 0.250, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8826, loss_cls: 1.1970, loss: 1.1970, grad_norm: 6.8833 2020-10-03 11:56:39,585 - mmaction - INFO - Epoch [92][60/1997] lr: 7.500e-05, eta: 5:14:20, time: 0.996, data_time: 0.104, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8891, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.9103 2020-10-03 11:57:01,497 - mmaction - INFO - Epoch [92][80/1997] lr: 7.500e-05, eta: 5:13:59, time: 1.096, data_time: 0.414, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8766, loss_cls: 1.1809, loss: 1.1809, grad_norm: 6.7414 2020-10-03 11:57:22,316 - mmaction - INFO - Epoch [92][100/1997] lr: 7.500e-05, eta: 5:13:38, time: 1.040, data_time: 0.406, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8878, loss_cls: 1.1322, loss: 1.1322, grad_norm: 6.8405 2020-10-03 11:57:42,597 - mmaction - INFO - Epoch [92][120/1997] lr: 7.500e-05, eta: 5:13:17, time: 1.015, data_time: 0.161, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8872, loss_cls: 1.1341, loss: 1.1341, grad_norm: 6.6655 2020-10-03 11:58:04,300 - mmaction - INFO - Epoch [92][140/1997] lr: 7.500e-05, eta: 5:12:56, time: 1.084, data_time: 0.135, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8846, loss_cls: 1.1770, loss: 1.1770, grad_norm: 6.9968 2020-10-03 11:58:24,822 - mmaction - INFO - Epoch [92][160/1997] lr: 7.500e-05, eta: 5:12:35, time: 1.027, data_time: 0.096, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8872, loss_cls: 1.1407, loss: 1.1407, grad_norm: 6.7850 2020-10-03 11:58:46,998 - mmaction - INFO - Epoch [92][180/1997] lr: 7.500e-05, eta: 5:12:14, time: 1.108, data_time: 0.025, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8891, loss_cls: 1.1194, loss: 1.1194, grad_norm: 6.7631 2020-10-03 11:59:06,934 - mmaction - INFO - Epoch [92][200/1997] lr: 7.500e-05, eta: 5:11:53, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8943, loss_cls: 1.1157, loss: 1.1157, grad_norm: 6.7143 2020-10-03 11:59:29,019 - mmaction - INFO - Epoch [92][220/1997] lr: 7.500e-05, eta: 5:11:32, time: 1.104, data_time: 0.002, memory: 8350, top1_acc: 0.7312, top5_acc: 0.8940, loss_cls: 1.1104, loss: 1.1104, grad_norm: 6.8559 2020-10-03 11:59:49,331 - mmaction - INFO - Epoch [92][240/1997] lr: 7.500e-05, eta: 5:11:11, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8841, loss_cls: 1.1717, loss: 1.1717, grad_norm: 7.0247 2020-10-03 12:00:10,968 - mmaction - INFO - Epoch [92][260/1997] lr: 7.500e-05, eta: 5:10:50, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7320, top5_acc: 0.8997, loss_cls: 1.0958, loss: 1.0958, grad_norm: 6.8055 2020-10-03 12:00:32,765 - mmaction - INFO - Epoch [92][280/1997] lr: 7.500e-05, eta: 5:10:29, time: 1.091, data_time: 0.011, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8943, loss_cls: 1.1276, loss: 1.1276, grad_norm: 6.7222 2020-10-03 12:00:53,667 - mmaction - INFO - Epoch [92][300/1997] lr: 7.500e-05, eta: 5:10:07, time: 1.045, data_time: 0.081, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8932, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.8352 2020-10-03 12:01:15,814 - mmaction - INFO - Epoch [92][320/1997] lr: 7.500e-05, eta: 5:09:47, time: 1.106, data_time: 0.341, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.8640 2020-10-03 12:01:35,788 - mmaction - INFO - Epoch [92][340/1997] lr: 7.500e-05, eta: 5:09:25, time: 0.998, data_time: 0.383, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8867, loss_cls: 1.1691, loss: 1.1691, grad_norm: 6.9971 2020-10-03 12:01:56,533 - mmaction - INFO - Epoch [92][360/1997] lr: 7.500e-05, eta: 5:09:04, time: 1.038, data_time: 0.322, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8937, loss_cls: 1.1410, loss: 1.1410, grad_norm: 6.8482 2020-10-03 12:02:17,269 - mmaction - INFO - Epoch [92][380/1997] lr: 7.500e-05, eta: 5:08:43, time: 1.036, data_time: 0.300, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8883, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.9198 2020-10-03 12:02:38,352 - mmaction - INFO - Epoch [92][400/1997] lr: 7.500e-05, eta: 5:08:22, time: 1.055, data_time: 0.392, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8768, loss_cls: 1.2028, loss: 1.2028, grad_norm: 6.9825 2020-10-03 12:03:00,236 - mmaction - INFO - Epoch [92][420/1997] lr: 7.500e-05, eta: 5:08:01, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8927, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.7515 2020-10-03 12:03:20,412 - mmaction - INFO - Epoch [92][440/1997] lr: 7.500e-05, eta: 5:07:40, time: 1.010, data_time: 0.003, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8839, loss_cls: 1.1483, loss: 1.1483, grad_norm: 6.8489 2020-10-03 12:03:40,255 - mmaction - INFO - Epoch [92][460/1997] lr: 7.500e-05, eta: 5:07:19, time: 0.991, data_time: 0.117, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8862, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.8476 2020-10-03 12:04:02,402 - mmaction - INFO - Epoch [92][480/1997] lr: 7.500e-05, eta: 5:06:58, time: 1.108, data_time: 0.018, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.1022, loss: 1.1022, grad_norm: 6.6851 2020-10-03 12:04:23,435 - mmaction - INFO - Epoch [92][500/1997] lr: 7.500e-05, eta: 5:06:37, time: 1.052, data_time: 0.009, memory: 8350, top1_acc: 0.7318, top5_acc: 0.8943, loss_cls: 1.1127, loss: 1.1127, grad_norm: 6.7677 2020-10-03 12:04:43,985 - mmaction - INFO - Epoch [92][520/1997] lr: 7.500e-05, eta: 5:06:16, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7078, top5_acc: 0.8755, loss_cls: 1.1934, loss: 1.1934, grad_norm: 6.8996 2020-10-03 12:05:05,441 - mmaction - INFO - Epoch [92][540/1997] lr: 7.500e-05, eta: 5:05:55, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8927, loss_cls: 1.1406, loss: 1.1406, grad_norm: 6.9184 2020-10-03 12:05:26,715 - mmaction - INFO - Epoch [92][560/1997] lr: 7.500e-05, eta: 5:05:34, time: 1.064, data_time: 0.003, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8943, loss_cls: 1.1222, loss: 1.1222, grad_norm: 6.7660 2020-10-03 12:05:48,016 - mmaction - INFO - Epoch [92][580/1997] lr: 7.500e-05, eta: 5:05:13, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8823, loss_cls: 1.1879, loss: 1.1879, grad_norm: 6.9866 2020-10-03 12:06:08,554 - mmaction - INFO - Epoch [92][600/1997] lr: 7.500e-05, eta: 5:04:51, time: 1.029, data_time: 0.003, memory: 8350, top1_acc: 0.7026, top5_acc: 0.8750, loss_cls: 1.2217, loss: 1.2217, grad_norm: 7.0723 2020-10-03 12:06:28,877 - mmaction - INFO - Epoch [92][620/1997] lr: 7.500e-05, eta: 5:04:30, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8872, loss_cls: 1.1765, loss: 1.1765, grad_norm: 6.9799 2020-10-03 12:06:50,283 - mmaction - INFO - Epoch [92][640/1997] lr: 7.500e-05, eta: 5:04:09, time: 1.070, data_time: 0.164, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8930, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.8962 2020-10-03 12:07:11,194 - mmaction - INFO - Epoch [92][660/1997] lr: 7.500e-05, eta: 5:03:48, time: 1.046, data_time: 0.061, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8883, loss_cls: 1.1180, loss: 1.1180, grad_norm: 6.7677 2020-10-03 12:07:32,508 - mmaction - INFO - Epoch [92][680/1997] lr: 7.500e-05, eta: 5:03:27, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8862, loss_cls: 1.1645, loss: 1.1645, grad_norm: 6.9489 2020-10-03 12:07:54,705 - mmaction - INFO - Epoch [92][700/1997] lr: 7.500e-05, eta: 5:03:06, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1785, loss: 1.1785, grad_norm: 6.8831 2020-10-03 12:08:14,692 - mmaction - INFO - Epoch [92][720/1997] lr: 7.500e-05, eta: 5:02:45, time: 1.000, data_time: 0.003, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8872, loss_cls: 1.1333, loss: 1.1333, grad_norm: 6.8482 2020-10-03 12:08:36,419 - mmaction - INFO - Epoch [92][740/1997] lr: 7.500e-05, eta: 5:02:24, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8852, loss_cls: 1.1641, loss: 1.1641, grad_norm: 6.8477 2020-10-03 12:08:57,967 - mmaction - INFO - Epoch [92][760/1997] lr: 7.500e-05, eta: 5:02:03, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8896, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.8372 2020-10-03 12:09:18,088 - mmaction - INFO - Epoch [92][780/1997] lr: 7.500e-05, eta: 5:01:42, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8919, loss_cls: 1.1326, loss: 1.1326, grad_norm: 6.7436 2020-10-03 12:09:38,517 - mmaction - INFO - Epoch [92][800/1997] lr: 7.500e-05, eta: 5:01:21, time: 1.021, data_time: 0.002, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8964, loss_cls: 1.1206, loss: 1.1206, grad_norm: 6.8210 2020-10-03 12:09:59,630 - mmaction - INFO - Epoch [92][820/1997] lr: 7.500e-05, eta: 5:01:00, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8911, loss_cls: 1.1248, loss: 1.1248, grad_norm: 6.7340 2020-10-03 12:10:20,566 - mmaction - INFO - Epoch [92][840/1997] lr: 7.500e-05, eta: 5:00:39, time: 1.047, data_time: 0.042, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8997, loss_cls: 1.0889, loss: 1.0889, grad_norm: 6.7166 2020-10-03 12:10:40,856 - mmaction - INFO - Epoch [92][860/1997] lr: 7.500e-05, eta: 5:00:18, time: 1.013, data_time: 0.227, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1381, loss: 1.1381, grad_norm: 6.7775 2020-10-03 12:11:02,681 - mmaction - INFO - Epoch [92][880/1997] lr: 7.500e-05, eta: 4:59:57, time: 1.092, data_time: 0.025, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8880, loss_cls: 1.1733, loss: 1.1733, grad_norm: 6.9780 2020-10-03 12:11:23,532 - mmaction - INFO - Epoch [92][900/1997] lr: 7.500e-05, eta: 4:59:36, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8937, loss_cls: 1.0926, loss: 1.0926, grad_norm: 6.7835 2020-10-03 12:11:44,452 - mmaction - INFO - Epoch [92][920/1997] lr: 7.500e-05, eta: 4:59:14, time: 1.046, data_time: 0.008, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8755, loss_cls: 1.1798, loss: 1.1798, grad_norm: 6.7871 2020-10-03 12:12:06,043 - mmaction - INFO - Epoch [92][940/1997] lr: 7.500e-05, eta: 4:58:53, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.7313, top5_acc: 0.8937, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.7522 2020-10-03 12:12:26,254 - mmaction - INFO - Epoch [92][960/1997] lr: 7.500e-05, eta: 4:58:32, time: 1.010, data_time: 0.003, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8896, loss_cls: 1.1411, loss: 1.1411, grad_norm: 6.9382 2020-10-03 12:12:47,898 - mmaction - INFO - Epoch [92][980/1997] lr: 7.500e-05, eta: 4:58:11, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1828, loss: 1.1828, grad_norm: 6.9287 2020-10-03 12:13:08,282 - mmaction - INFO - Epoch [92][1000/1997] lr: 7.500e-05, eta: 4:57:50, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8906, loss_cls: 1.1525, loss: 1.1525, grad_norm: 6.9001 2020-10-03 12:13:29,790 - mmaction - INFO - Epoch [92][1020/1997] lr: 7.500e-05, eta: 4:57:29, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8880, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.9282 2020-10-03 12:13:50,249 - mmaction - INFO - Epoch [92][1040/1997] lr: 7.500e-05, eta: 4:57:08, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8948, loss_cls: 1.1108, loss: 1.1108, grad_norm: 6.7857 2020-10-03 12:14:11,809 - mmaction - INFO - Epoch [92][1060/1997] lr: 7.500e-05, eta: 4:56:47, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8945, loss_cls: 1.1210, loss: 1.1210, grad_norm: 6.8103 2020-10-03 12:14:32,710 - mmaction - INFO - Epoch [92][1080/1997] lr: 7.500e-05, eta: 4:56:26, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8883, loss_cls: 1.1608, loss: 1.1608, grad_norm: 6.9132 2020-10-03 12:14:53,110 - mmaction - INFO - Epoch [92][1100/1997] lr: 7.500e-05, eta: 4:56:05, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7315, top5_acc: 0.8862, loss_cls: 1.1209, loss: 1.1209, grad_norm: 6.6596 2020-10-03 12:15:14,739 - mmaction - INFO - Epoch [92][1120/1997] lr: 7.500e-05, eta: 4:55:44, time: 1.083, data_time: 0.003, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8846, loss_cls: 1.1536, loss: 1.1536, grad_norm: 6.8411 2020-10-03 12:15:36,017 - mmaction - INFO - Epoch [92][1140/1997] lr: 7.500e-05, eta: 4:55:23, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8823, loss_cls: 1.1676, loss: 1.1676, grad_norm: 6.9645 2020-10-03 12:15:55,993 - mmaction - INFO - Epoch [92][1160/1997] lr: 7.500e-05, eta: 4:55:02, time: 0.998, data_time: 0.001, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8883, loss_cls: 1.1522, loss: 1.1522, grad_norm: 6.7444 2020-10-03 12:16:17,465 - mmaction - INFO - Epoch [92][1180/1997] lr: 7.500e-05, eta: 4:54:41, time: 1.074, data_time: 0.054, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8849, loss_cls: 1.1684, loss: 1.1684, grad_norm: 6.9097 2020-10-03 12:16:37,721 - mmaction - INFO - Epoch [92][1200/1997] lr: 7.500e-05, eta: 4:54:20, time: 1.011, data_time: 0.188, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8859, loss_cls: 1.1584, loss: 1.1584, grad_norm: 6.9956 2020-10-03 12:16:59,142 - mmaction - INFO - Epoch [92][1220/1997] lr: 7.500e-05, eta: 4:53:58, time: 1.073, data_time: 0.194, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8812, loss_cls: 1.1737, loss: 1.1737, grad_norm: 6.8585 2020-10-03 12:17:21,026 - mmaction - INFO - Epoch [92][1240/1997] lr: 7.500e-05, eta: 4:53:38, time: 1.094, data_time: 0.474, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8862, loss_cls: 1.1719, loss: 1.1719, grad_norm: 7.0952 2020-10-03 12:17:40,215 - mmaction - INFO - Epoch [92][1260/1997] lr: 7.500e-05, eta: 4:53:16, time: 0.959, data_time: 0.302, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8893, loss_cls: 1.1486, loss: 1.1486, grad_norm: 6.9757 2020-10-03 12:18:01,508 - mmaction - INFO - Epoch [92][1280/1997] lr: 7.500e-05, eta: 4:52:55, time: 1.065, data_time: 0.121, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8911, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.8908 2020-10-03 12:18:23,442 - mmaction - INFO - Epoch [92][1300/1997] lr: 7.500e-05, eta: 4:52:34, time: 1.097, data_time: 0.075, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8924, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.8129 2020-10-03 12:18:43,918 - mmaction - INFO - Epoch [92][1320/1997] lr: 7.500e-05, eta: 4:52:13, time: 1.024, data_time: 0.065, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8930, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.9605 2020-10-03 12:19:05,079 - mmaction - INFO - Epoch [92][1340/1997] lr: 7.500e-05, eta: 4:51:52, time: 1.057, data_time: 0.167, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8927, loss_cls: 1.1160, loss: 1.1160, grad_norm: 6.7934 2020-10-03 12:19:26,132 - mmaction - INFO - Epoch [92][1360/1997] lr: 7.500e-05, eta: 4:51:31, time: 1.052, data_time: 0.283, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8911, loss_cls: 1.1501, loss: 1.1501, grad_norm: 6.8529 2020-10-03 12:19:46,391 - mmaction - INFO - Epoch [92][1380/1997] lr: 7.500e-05, eta: 4:51:10, time: 1.013, data_time: 0.019, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8857, loss_cls: 1.1287, loss: 1.1287, grad_norm: 6.7932 2020-10-03 12:20:07,688 - mmaction - INFO - Epoch [92][1400/1997] lr: 7.500e-05, eta: 4:50:49, time: 1.065, data_time: 0.004, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8826, loss_cls: 1.1618, loss: 1.1618, grad_norm: 6.8307 2020-10-03 12:20:29,477 - mmaction - INFO - Epoch [92][1420/1997] lr: 7.500e-05, eta: 4:50:28, time: 1.089, data_time: 0.027, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8964, loss_cls: 1.1064, loss: 1.1064, grad_norm: 6.6842 2020-10-03 12:20:50,119 - mmaction - INFO - Epoch [92][1440/1997] lr: 7.500e-05, eta: 4:50:07, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.7060, top5_acc: 0.8867, loss_cls: 1.1839, loss: 1.1839, grad_norm: 6.9686 2020-10-03 12:21:10,890 - mmaction - INFO - Epoch [92][1460/1997] lr: 7.500e-05, eta: 4:49:46, time: 1.039, data_time: 0.003, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8865, loss_cls: 1.1778, loss: 1.1778, grad_norm: 7.0681 2020-10-03 12:21:32,104 - mmaction - INFO - Epoch [92][1480/1997] lr: 7.500e-05, eta: 4:49:25, time: 1.061, data_time: 0.017, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8940, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.9825 2020-10-03 12:21:52,715 - mmaction - INFO - Epoch [92][1500/1997] lr: 7.500e-05, eta: 4:49:04, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.7362, top5_acc: 0.8948, loss_cls: 1.0995, loss: 1.0995, grad_norm: 6.7999 2020-10-03 12:22:13,891 - mmaction - INFO - Epoch [92][1520/1997] lr: 7.500e-05, eta: 4:48:43, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8971, loss_cls: 1.1063, loss: 1.1063, grad_norm: 6.8265 2020-10-03 12:22:34,630 - mmaction - INFO - Epoch [92][1540/1997] lr: 7.500e-05, eta: 4:48:21, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8885, loss_cls: 1.1691, loss: 1.1691, grad_norm: 7.1024 2020-10-03 12:22:56,973 - mmaction - INFO - Epoch [92][1560/1997] lr: 7.500e-05, eta: 4:48:00, time: 1.117, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8901, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.8280 2020-10-03 12:23:17,284 - mmaction - INFO - Epoch [92][1580/1997] lr: 7.500e-05, eta: 4:47:39, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8797, loss_cls: 1.1669, loss: 1.1669, grad_norm: 6.7904 2020-10-03 12:23:38,675 - mmaction - INFO - Epoch [92][1600/1997] lr: 7.500e-05, eta: 4:47:18, time: 1.070, data_time: 0.003, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8880, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.8170 2020-10-03 12:23:59,963 - mmaction - INFO - Epoch [92][1620/1997] lr: 7.500e-05, eta: 4:46:57, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8839, loss_cls: 1.1780, loss: 1.1780, grad_norm: 6.9072 2020-10-03 12:24:19,889 - mmaction - INFO - Epoch [92][1640/1997] lr: 7.500e-05, eta: 4:46:36, time: 0.997, data_time: 0.096, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.9096 2020-10-03 12:24:41,751 - mmaction - INFO - Epoch [92][1660/1997] lr: 7.500e-05, eta: 4:46:15, time: 1.093, data_time: 0.024, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8901, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.7372 2020-10-03 12:25:01,864 - mmaction - INFO - Epoch [92][1680/1997] lr: 7.500e-05, eta: 4:45:54, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8964, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.7756 2020-10-03 12:25:22,997 - mmaction - INFO - Epoch [92][1700/1997] lr: 7.500e-05, eta: 4:45:33, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8846, loss_cls: 1.1767, loss: 1.1767, grad_norm: 6.8982 2020-10-03 12:25:43,594 - mmaction - INFO - Epoch [92][1720/1997] lr: 7.500e-05, eta: 4:45:12, time: 1.029, data_time: 0.227, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8896, loss_cls: 1.1373, loss: 1.1373, grad_norm: 6.6626 2020-10-03 12:26:04,188 - mmaction - INFO - Epoch [92][1740/1997] lr: 7.500e-05, eta: 4:44:51, time: 1.030, data_time: 0.121, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8885, loss_cls: 1.1588, loss: 1.1588, grad_norm: 6.9228 2020-10-03 12:26:26,505 - mmaction - INFO - Epoch [92][1760/1997] lr: 7.500e-05, eta: 4:44:30, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1524, loss: 1.1524, grad_norm: 6.8858 2020-10-03 12:26:45,878 - mmaction - INFO - Epoch [92][1780/1997] lr: 7.500e-05, eta: 4:44:09, time: 0.969, data_time: 0.014, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8862, loss_cls: 1.1637, loss: 1.1637, grad_norm: 7.0878 2020-10-03 12:27:07,138 - mmaction - INFO - Epoch [92][1800/1997] lr: 7.500e-05, eta: 4:43:48, time: 1.063, data_time: 0.033, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8784, loss_cls: 1.1809, loss: 1.1809, grad_norm: 7.0018 2020-10-03 12:27:28,458 - mmaction - INFO - Epoch [92][1820/1997] lr: 7.500e-05, eta: 4:43:27, time: 1.066, data_time: 0.006, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8919, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.8637 2020-10-03 12:27:49,512 - mmaction - INFO - Epoch [92][1840/1997] lr: 7.500e-05, eta: 4:43:05, time: 1.052, data_time: 0.195, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8849, loss_cls: 1.1756, loss: 1.1756, grad_norm: 6.9821 2020-10-03 12:28:11,359 - mmaction - INFO - Epoch [92][1860/1997] lr: 7.500e-05, eta: 4:42:45, time: 1.093, data_time: 0.102, memory: 8350, top1_acc: 0.7294, top5_acc: 0.9000, loss_cls: 1.1113, loss: 1.1113, grad_norm: 6.9350 2020-10-03 12:28:31,445 - mmaction - INFO - Epoch [92][1880/1997] lr: 7.500e-05, eta: 4:42:23, time: 1.003, data_time: 0.001, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8888, loss_cls: 1.1659, loss: 1.1659, grad_norm: 6.9489 2020-10-03 12:28:52,545 - mmaction - INFO - Epoch [92][1900/1997] lr: 7.500e-05, eta: 4:42:02, time: 1.056, data_time: 0.007, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.1015, loss: 1.1015, grad_norm: 6.6099 2020-10-03 12:29:14,383 - mmaction - INFO - Epoch [92][1920/1997] lr: 7.500e-05, eta: 4:41:41, time: 1.091, data_time: 0.001, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8904, loss_cls: 1.1312, loss: 1.1312, grad_norm: 6.8262 2020-10-03 12:29:35,664 - mmaction - INFO - Epoch [92][1940/1997] lr: 7.500e-05, eta: 4:41:20, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8854, loss_cls: 1.1456, loss: 1.1456, grad_norm: 6.9647 2020-10-03 12:29:55,479 - mmaction - INFO - Epoch [92][1960/1997] lr: 7.500e-05, eta: 4:40:59, time: 0.990, data_time: 0.144, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8870, loss_cls: 1.1252, loss: 1.1252, grad_norm: 6.7659 2020-10-03 12:30:16,458 - mmaction - INFO - Epoch [92][1980/1997] lr: 7.500e-05, eta: 4:40:38, time: 1.050, data_time: 0.109, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8846, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.8373 2020-10-03 12:30:35,508 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-10-03 12:31:24,128 - mmaction - INFO - Epoch [93][20/1997] lr: 7.500e-05, eta: 4:40:00, time: 2.390, data_time: 1.139, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8865, loss_cls: 1.1368, loss: 1.1368, grad_norm: 6.7442 2020-10-03 12:31:45,352 - mmaction - INFO - Epoch [93][40/1997] lr: 7.500e-05, eta: 4:39:39, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8924, loss_cls: 1.1179, loss: 1.1179, grad_norm: 6.7674 2020-10-03 12:32:06,038 - mmaction - INFO - Epoch [93][60/1997] lr: 7.500e-05, eta: 4:39:18, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7320, top5_acc: 0.8893, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.9919 2020-10-03 12:32:28,014 - mmaction - INFO - Epoch [93][80/1997] lr: 7.500e-05, eta: 4:38:57, time: 1.100, data_time: 0.003, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8904, loss_cls: 1.1245, loss: 1.1245, grad_norm: 6.8007 2020-10-03 12:32:48,276 - mmaction - INFO - Epoch [93][100/1997] lr: 7.500e-05, eta: 4:38:36, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7320, top5_acc: 0.8841, loss_cls: 1.1363, loss: 1.1363, grad_norm: 6.7664 2020-10-03 12:33:09,621 - mmaction - INFO - Epoch [93][120/1997] lr: 7.500e-05, eta: 4:38:15, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8896, loss_cls: 1.1589, loss: 1.1589, grad_norm: 6.7474 2020-10-03 12:33:30,735 - mmaction - INFO - Epoch [93][140/1997] lr: 7.500e-05, eta: 4:37:54, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8883, loss_cls: 1.1621, loss: 1.1621, grad_norm: 7.0014 2020-10-03 12:33:50,970 - mmaction - INFO - Epoch [93][160/1997] lr: 7.500e-05, eta: 4:37:32, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8810, loss_cls: 1.1836, loss: 1.1836, grad_norm: 7.0203 2020-10-03 12:34:12,545 - mmaction - INFO - Epoch [93][180/1997] lr: 7.500e-05, eta: 4:37:11, time: 1.079, data_time: 0.166, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8841, loss_cls: 1.1672, loss: 1.1672, grad_norm: 6.9202 2020-10-03 12:34:32,803 - mmaction - INFO - Epoch [93][200/1997] lr: 7.500e-05, eta: 4:36:50, time: 1.013, data_time: 0.175, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8943, loss_cls: 1.1017, loss: 1.1017, grad_norm: 6.7836 2020-10-03 12:34:54,387 - mmaction - INFO - Epoch [93][220/1997] lr: 7.500e-05, eta: 4:36:29, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.1330, loss: 1.1330, grad_norm: 6.8953 2020-10-03 12:35:15,365 - mmaction - INFO - Epoch [93][240/1997] lr: 7.500e-05, eta: 4:36:08, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8826, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.8824 2020-10-03 12:35:36,499 - mmaction - INFO - Epoch [93][260/1997] lr: 7.500e-05, eta: 4:35:47, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8857, loss_cls: 1.1776, loss: 1.1776, grad_norm: 7.0536 2020-10-03 12:35:57,845 - mmaction - INFO - Epoch [93][280/1997] lr: 7.500e-05, eta: 4:35:26, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8833, loss_cls: 1.1765, loss: 1.1765, grad_norm: 7.0122 2020-10-03 12:36:18,741 - mmaction - INFO - Epoch [93][300/1997] lr: 7.500e-05, eta: 4:35:05, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8870, loss_cls: 1.1460, loss: 1.1460, grad_norm: 6.8677 2020-10-03 12:36:39,944 - mmaction - INFO - Epoch [93][320/1997] lr: 7.500e-05, eta: 4:34:44, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8870, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.7855 2020-10-03 12:37:01,690 - mmaction - INFO - Epoch [93][340/1997] lr: 7.500e-05, eta: 4:34:23, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8888, loss_cls: 1.1316, loss: 1.1316, grad_norm: 6.8034 2020-10-03 12:37:21,906 - mmaction - INFO - Epoch [93][360/1997] lr: 7.500e-05, eta: 4:34:02, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8906, loss_cls: 1.1425, loss: 1.1425, grad_norm: 6.9740 2020-10-03 12:37:43,441 - mmaction - INFO - Epoch [93][380/1997] lr: 7.500e-05, eta: 4:33:41, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7365, top5_acc: 0.8914, loss_cls: 1.1153, loss: 1.1153, grad_norm: 6.7057 2020-10-03 12:38:04,601 - mmaction - INFO - Epoch [93][400/1997] lr: 7.500e-05, eta: 4:33:20, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1374, loss: 1.1374, grad_norm: 6.7707 2020-10-03 12:38:25,194 - mmaction - INFO - Epoch [93][420/1997] lr: 7.500e-05, eta: 4:32:59, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7354, top5_acc: 0.8857, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.7182 2020-10-03 12:38:45,587 - mmaction - INFO - Epoch [93][440/1997] lr: 7.500e-05, eta: 4:32:38, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8953, loss_cls: 1.1448, loss: 1.1448, grad_norm: 7.0277 2020-10-03 12:39:07,290 - mmaction - INFO - Epoch [93][460/1997] lr: 7.500e-05, eta: 4:32:17, time: 1.085, data_time: 0.001, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1767, loss: 1.1767, grad_norm: 6.9163 2020-10-03 12:39:28,357 - mmaction - INFO - Epoch [93][480/1997] lr: 7.500e-05, eta: 4:31:56, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8953, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.6995 2020-10-03 12:39:50,048 - mmaction - INFO - Epoch [93][500/1997] lr: 7.500e-05, eta: 4:31:35, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8917, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.8503 2020-10-03 12:40:10,805 - mmaction - INFO - Epoch [93][520/1997] lr: 7.500e-05, eta: 4:31:13, time: 1.038, data_time: 0.003, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8888, loss_cls: 1.1426, loss: 1.1426, grad_norm: 6.8344 2020-10-03 12:40:30,543 - mmaction - INFO - Epoch [93][540/1997] lr: 7.500e-05, eta: 4:30:52, time: 0.986, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8911, loss_cls: 1.1500, loss: 1.1500, grad_norm: 6.9594 2020-10-03 12:40:52,250 - mmaction - INFO - Epoch [93][560/1997] lr: 7.500e-05, eta: 4:30:31, time: 1.086, data_time: 0.103, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8846, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.8998 2020-10-03 12:41:12,637 - mmaction - INFO - Epoch [93][580/1997] lr: 7.500e-05, eta: 4:30:10, time: 1.019, data_time: 0.052, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8924, loss_cls: 1.1081, loss: 1.1081, grad_norm: 6.6903 2020-10-03 12:41:33,524 - mmaction - INFO - Epoch [93][600/1997] lr: 7.500e-05, eta: 4:29:49, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8893, loss_cls: 1.1441, loss: 1.1441, grad_norm: 6.8636 2020-10-03 12:41:55,439 - mmaction - INFO - Epoch [93][620/1997] lr: 7.500e-05, eta: 4:29:28, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8857, loss_cls: 1.1527, loss: 1.1527, grad_norm: 6.8456 2020-10-03 12:42:15,941 - mmaction - INFO - Epoch [93][640/1997] lr: 7.500e-05, eta: 4:29:07, time: 1.025, data_time: 0.003, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8802, loss_cls: 1.1862, loss: 1.1862, grad_norm: 6.9259 2020-10-03 12:42:37,746 - mmaction - INFO - Epoch [93][660/1997] lr: 7.500e-05, eta: 4:28:46, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8898, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.7404 2020-10-03 12:42:59,671 - mmaction - INFO - Epoch [93][680/1997] lr: 7.500e-05, eta: 4:28:25, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8904, loss_cls: 1.1230, loss: 1.1230, grad_norm: 6.7696 2020-10-03 12:43:18,957 - mmaction - INFO - Epoch [93][700/1997] lr: 7.500e-05, eta: 4:28:04, time: 0.965, data_time: 0.001, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8721, loss_cls: 1.2270, loss: 1.2270, grad_norm: 7.1460 2020-10-03 12:43:40,141 - mmaction - INFO - Epoch [93][720/1997] lr: 7.500e-05, eta: 4:27:43, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1382, loss: 1.1382, grad_norm: 6.9653 2020-10-03 12:44:00,908 - mmaction - INFO - Epoch [93][740/1997] lr: 7.500e-05, eta: 4:27:22, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8854, loss_cls: 1.1899, loss: 1.1899, grad_norm: 7.0279 2020-10-03 12:44:22,909 - mmaction - INFO - Epoch [93][760/1997] lr: 7.500e-05, eta: 4:27:01, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8943, loss_cls: 1.1453, loss: 1.1453, grad_norm: 7.0093 2020-10-03 12:44:42,840 - mmaction - INFO - Epoch [93][780/1997] lr: 7.500e-05, eta: 4:26:40, time: 0.995, data_time: 0.001, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1564, loss: 1.1564, grad_norm: 6.9246 2020-10-03 12:45:03,587 - mmaction - INFO - Epoch [93][800/1997] lr: 7.500e-05, eta: 4:26:18, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8917, loss_cls: 1.1142, loss: 1.1142, grad_norm: 6.7525 2020-10-03 12:45:25,507 - mmaction - INFO - Epoch [93][820/1997] lr: 7.500e-05, eta: 4:25:57, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8859, loss_cls: 1.1556, loss: 1.1556, grad_norm: 6.7378 2020-10-03 12:45:45,018 - mmaction - INFO - Epoch [93][840/1997] lr: 7.500e-05, eta: 4:25:36, time: 0.975, data_time: 0.002, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8930, loss_cls: 1.1335, loss: 1.1335, grad_norm: 6.8033 2020-10-03 12:46:06,089 - mmaction - INFO - Epoch [93][860/1997] lr: 7.500e-05, eta: 4:25:15, time: 1.053, data_time: 0.111, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8870, loss_cls: 1.1539, loss: 1.1539, grad_norm: 6.8670 2020-10-03 12:46:27,804 - mmaction - INFO - Epoch [93][880/1997] lr: 7.500e-05, eta: 4:24:54, time: 1.087, data_time: 0.003, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8865, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.9319 2020-10-03 12:46:48,493 - mmaction - INFO - Epoch [93][900/1997] lr: 7.500e-05, eta: 4:24:33, time: 1.034, data_time: 0.111, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8885, loss_cls: 1.1828, loss: 1.1828, grad_norm: 7.0099 2020-10-03 12:47:10,058 - mmaction - INFO - Epoch [93][920/1997] lr: 7.500e-05, eta: 4:24:12, time: 1.078, data_time: 0.029, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1532, loss: 1.1532, grad_norm: 6.9250 2020-10-03 12:47:30,320 - mmaction - INFO - Epoch [93][940/1997] lr: 7.500e-05, eta: 4:23:51, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8849, loss_cls: 1.1796, loss: 1.1796, grad_norm: 6.8922 2020-10-03 12:47:52,803 - mmaction - INFO - Epoch [93][960/1997] lr: 7.500e-05, eta: 4:23:30, time: 1.125, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8870, loss_cls: 1.1704, loss: 1.1704, grad_norm: 6.8287 2020-10-03 12:48:14,086 - mmaction - INFO - Epoch [93][980/1997] lr: 7.500e-05, eta: 4:23:09, time: 1.064, data_time: 0.001, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8799, loss_cls: 1.1636, loss: 1.1636, grad_norm: 6.8057 2020-10-03 12:48:33,540 - mmaction - INFO - Epoch [93][1000/1997] lr: 7.500e-05, eta: 4:22:48, time: 0.972, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1853, loss: 1.1853, grad_norm: 6.9303 2020-10-03 12:48:54,978 - mmaction - INFO - Epoch [93][1020/1997] lr: 7.500e-05, eta: 4:22:27, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8807, loss_cls: 1.1720, loss: 1.1720, grad_norm: 6.9788 2020-10-03 12:49:15,639 - mmaction - INFO - Epoch [93][1040/1997] lr: 7.500e-05, eta: 4:22:06, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8862, loss_cls: 1.1516, loss: 1.1516, grad_norm: 6.8792 2020-10-03 12:49:37,233 - mmaction - INFO - Epoch [93][1060/1997] lr: 7.500e-05, eta: 4:21:45, time: 1.081, data_time: 0.003, memory: 8350, top1_acc: 0.7320, top5_acc: 0.8932, loss_cls: 1.1363, loss: 1.1363, grad_norm: 7.0233 2020-10-03 12:49:58,143 - mmaction - INFO - Epoch [93][1080/1997] lr: 7.500e-05, eta: 4:21:24, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8854, loss_cls: 1.1644, loss: 1.1644, grad_norm: 6.8759 2020-10-03 12:50:19,060 - mmaction - INFO - Epoch [93][1100/1997] lr: 7.500e-05, eta: 4:21:03, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8768, loss_cls: 1.1786, loss: 1.1786, grad_norm: 6.9856 2020-10-03 12:50:40,116 - mmaction - INFO - Epoch [93][1120/1997] lr: 7.500e-05, eta: 4:20:41, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8940, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.8552 2020-10-03 12:51:00,582 - mmaction - INFO - Epoch [93][1140/1997] lr: 7.500e-05, eta: 4:20:20, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8841, loss_cls: 1.1462, loss: 1.1462, grad_norm: 6.8811 2020-10-03 12:51:22,231 - mmaction - INFO - Epoch [93][1160/1997] lr: 7.500e-05, eta: 4:19:59, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8919, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.8376 2020-10-03 12:51:43,045 - mmaction - INFO - Epoch [93][1180/1997] lr: 7.500e-05, eta: 4:19:38, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.7323, top5_acc: 0.8883, loss_cls: 1.1266, loss: 1.1266, grad_norm: 6.8113 2020-10-03 12:52:03,801 - mmaction - INFO - Epoch [93][1200/1997] lr: 7.500e-05, eta: 4:19:17, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8862, loss_cls: 1.1350, loss: 1.1350, grad_norm: 6.8137 2020-10-03 12:52:25,960 - mmaction - INFO - Epoch [93][1220/1997] lr: 7.500e-05, eta: 4:18:56, time: 1.109, data_time: 0.003, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.8207 2020-10-03 12:52:46,636 - mmaction - INFO - Epoch [93][1240/1997] lr: 7.500e-05, eta: 4:18:35, time: 1.033, data_time: 0.001, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8935, loss_cls: 1.1236, loss: 1.1236, grad_norm: 6.7504 2020-10-03 12:53:07,375 - mmaction - INFO - Epoch [93][1260/1997] lr: 7.500e-05, eta: 4:18:14, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8883, loss_cls: 1.1601, loss: 1.1601, grad_norm: 6.9345 2020-10-03 12:53:28,276 - mmaction - INFO - Epoch [93][1280/1997] lr: 7.500e-05, eta: 4:17:53, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8909, loss_cls: 1.1356, loss: 1.1356, grad_norm: 6.7692 2020-10-03 12:53:50,016 - mmaction - INFO - Epoch [93][1300/1997] lr: 7.500e-05, eta: 4:17:32, time: 1.086, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1698, loss: 1.1698, grad_norm: 6.9201 2020-10-03 12:54:10,070 - mmaction - INFO - Epoch [93][1320/1997] lr: 7.500e-05, eta: 4:17:11, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1305, loss: 1.1305, grad_norm: 6.8648 2020-10-03 12:54:30,368 - mmaction - INFO - Epoch [93][1340/1997] lr: 7.500e-05, eta: 4:16:50, time: 1.015, data_time: 0.002, memory: 8350, top1_acc: 0.7076, top5_acc: 0.8823, loss_cls: 1.1848, loss: 1.1848, grad_norm: 7.0619 2020-10-03 12:54:51,677 - mmaction - INFO - Epoch [93][1360/1997] lr: 7.500e-05, eta: 4:16:29, time: 1.065, data_time: 0.005, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8922, loss_cls: 1.1391, loss: 1.1391, grad_norm: 6.8424 2020-10-03 12:55:12,390 - mmaction - INFO - Epoch [93][1380/1997] lr: 7.500e-05, eta: 4:16:08, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8909, loss_cls: 1.1244, loss: 1.1244, grad_norm: 6.8372 2020-10-03 12:55:34,339 - mmaction - INFO - Epoch [93][1400/1997] lr: 7.500e-05, eta: 4:15:47, time: 1.097, data_time: 0.001, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8898, loss_cls: 1.1394, loss: 1.1394, grad_norm: 6.9199 2020-10-03 12:55:55,793 - mmaction - INFO - Epoch [93][1420/1997] lr: 7.500e-05, eta: 4:15:26, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8956, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.8919 2020-10-03 12:56:15,807 - mmaction - INFO - Epoch [93][1440/1997] lr: 7.500e-05, eta: 4:15:04, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7086, top5_acc: 0.8878, loss_cls: 1.1721, loss: 1.1721, grad_norm: 7.0939 2020-10-03 12:56:36,234 - mmaction - INFO - Epoch [93][1460/1997] lr: 7.500e-05, eta: 4:14:43, time: 1.022, data_time: 0.003, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8812, loss_cls: 1.1935, loss: 1.1935, grad_norm: 6.9325 2020-10-03 12:56:57,193 - mmaction - INFO - Epoch [93][1480/1997] lr: 7.500e-05, eta: 4:14:22, time: 1.048, data_time: 0.001, memory: 8350, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1754, loss: 1.1754, grad_norm: 6.9201 2020-10-03 12:57:18,351 - mmaction - INFO - Epoch [93][1500/1997] lr: 7.500e-05, eta: 4:14:01, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8875, loss_cls: 1.1525, loss: 1.1525, grad_norm: 6.7725 2020-10-03 12:57:39,485 - mmaction - INFO - Epoch [93][1520/1997] lr: 7.500e-05, eta: 4:13:40, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7315, top5_acc: 0.8919, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.8585 2020-10-03 12:57:59,219 - mmaction - INFO - Epoch [93][1540/1997] lr: 7.500e-05, eta: 4:13:19, time: 0.987, data_time: 0.001, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8862, loss_cls: 1.1675, loss: 1.1675, grad_norm: 6.8673 2020-10-03 12:58:21,014 - mmaction - INFO - Epoch [93][1560/1997] lr: 7.500e-05, eta: 4:12:58, time: 1.089, data_time: 0.002, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8919, loss_cls: 1.1196, loss: 1.1196, grad_norm: 6.7318 2020-10-03 12:58:41,513 - mmaction - INFO - Epoch [93][1580/1997] lr: 7.500e-05, eta: 4:12:37, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8846, loss_cls: 1.1692, loss: 1.1692, grad_norm: 7.0000 2020-10-03 12:59:01,847 - mmaction - INFO - Epoch [93][1600/1997] lr: 7.500e-05, eta: 4:12:16, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8810, loss_cls: 1.1383, loss: 1.1383, grad_norm: 6.7723 2020-10-03 12:59:23,702 - mmaction - INFO - Epoch [93][1620/1997] lr: 7.500e-05, eta: 4:11:55, time: 1.093, data_time: 0.173, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8862, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.8546 2020-10-03 12:59:44,636 - mmaction - INFO - Epoch [93][1640/1997] lr: 7.500e-05, eta: 4:11:34, time: 1.047, data_time: 0.389, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8885, loss_cls: 1.1398, loss: 1.1398, grad_norm: 6.8502 2020-10-03 13:00:06,978 - mmaction - INFO - Epoch [93][1660/1997] lr: 7.500e-05, eta: 4:11:13, time: 1.117, data_time: 0.237, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8878, loss_cls: 1.1344, loss: 1.1344, grad_norm: 6.8968 2020-10-03 13:00:26,153 - mmaction - INFO - Epoch [93][1680/1997] lr: 7.500e-05, eta: 4:10:52, time: 0.958, data_time: 0.315, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8823, loss_cls: 1.1614, loss: 1.1614, grad_norm: 6.8553 2020-10-03 13:00:48,307 - mmaction - INFO - Epoch [93][1700/1997] lr: 7.500e-05, eta: 4:10:31, time: 1.109, data_time: 0.308, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.8894 2020-10-03 13:01:08,986 - mmaction - INFO - Epoch [93][1720/1997] lr: 7.500e-05, eta: 4:10:10, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8878, loss_cls: 1.1344, loss: 1.1344, grad_norm: 6.9587 2020-10-03 13:01:28,998 - mmaction - INFO - Epoch [93][1740/1997] lr: 7.500e-05, eta: 4:09:48, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8880, loss_cls: 1.1473, loss: 1.1473, grad_norm: 6.8243 2020-10-03 13:01:50,647 - mmaction - INFO - Epoch [93][1760/1997] lr: 7.500e-05, eta: 4:09:27, time: 1.083, data_time: 0.021, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8818, loss_cls: 1.1892, loss: 1.1892, grad_norm: 7.0860 2020-10-03 13:02:10,995 - mmaction - INFO - Epoch [93][1780/1997] lr: 7.500e-05, eta: 4:09:06, time: 1.018, data_time: 0.031, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8846, loss_cls: 1.1734, loss: 1.1734, grad_norm: 6.9108 2020-10-03 13:02:32,160 - mmaction - INFO - Epoch [93][1800/1997] lr: 7.500e-05, eta: 4:08:45, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8810, loss_cls: 1.1742, loss: 1.1742, grad_norm: 6.8907 2020-10-03 13:02:52,497 - mmaction - INFO - Epoch [93][1820/1997] lr: 7.500e-05, eta: 4:08:24, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8911, loss_cls: 1.1255, loss: 1.1255, grad_norm: 6.8311 2020-10-03 13:03:13,197 - mmaction - INFO - Epoch [93][1840/1997] lr: 7.500e-05, eta: 4:08:03, time: 1.035, data_time: 0.001, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8961, loss_cls: 1.1192, loss: 1.1192, grad_norm: 6.7234 2020-10-03 13:03:35,525 - mmaction - INFO - Epoch [93][1860/1997] lr: 7.500e-05, eta: 4:07:42, time: 1.115, data_time: 0.001, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8878, loss_cls: 1.1362, loss: 1.1362, grad_norm: 6.8042 2020-10-03 13:03:55,683 - mmaction - INFO - Epoch [93][1880/1997] lr: 7.500e-05, eta: 4:07:21, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8859, loss_cls: 1.1228, loss: 1.1228, grad_norm: 6.8328 2020-10-03 13:04:16,501 - mmaction - INFO - Epoch [93][1900/1997] lr: 7.500e-05, eta: 4:07:00, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8914, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.9145 2020-10-03 13:04:37,191 - mmaction - INFO - Epoch [93][1920/1997] lr: 7.500e-05, eta: 4:06:39, time: 1.035, data_time: 0.003, memory: 8350, top1_acc: 0.7310, top5_acc: 0.8919, loss_cls: 1.1212, loss: 1.1212, grad_norm: 6.7223 2020-10-03 13:04:58,417 - mmaction - INFO - Epoch [93][1940/1997] lr: 7.500e-05, eta: 4:06:18, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.7853 2020-10-03 13:05:18,950 - mmaction - INFO - Epoch [93][1960/1997] lr: 7.500e-05, eta: 4:05:57, time: 1.027, data_time: 0.095, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1440, loss: 1.1440, grad_norm: 6.8520 2020-10-03 13:05:39,527 - mmaction - INFO - Epoch [93][1980/1997] lr: 7.500e-05, eta: 4:05:36, time: 1.028, data_time: 0.311, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8888, loss_cls: 1.1645, loss: 1.1645, grad_norm: 6.9365 2020-10-03 13:05:59,599 - mmaction - INFO - Saving checkpoint at 93 epochs 2020-10-03 13:06:47,422 - mmaction - INFO - Epoch [94][20/1997] lr: 7.500e-05, eta: 4:04:57, time: 2.283, data_time: 1.197, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8771, loss_cls: 1.1805, loss: 1.1805, grad_norm: 6.8054 2020-10-03 13:07:09,968 - mmaction - INFO - Epoch [94][40/1997] lr: 7.500e-05, eta: 4:04:36, time: 1.128, data_time: 0.002, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.1931, loss: 1.1931, grad_norm: 7.0264 2020-10-03 13:07:30,135 - mmaction - INFO - Epoch [94][60/1997] lr: 7.500e-05, eta: 4:04:15, time: 1.008, data_time: 0.001, memory: 8350, top1_acc: 0.7362, top5_acc: 0.8904, loss_cls: 1.1429, loss: 1.1429, grad_norm: 6.6794 2020-10-03 13:07:51,081 - mmaction - INFO - Epoch [94][80/1997] lr: 7.500e-05, eta: 4:03:54, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8951, loss_cls: 1.1195, loss: 1.1195, grad_norm: 6.7641 2020-10-03 13:08:12,374 - mmaction - INFO - Epoch [94][100/1997] lr: 7.500e-05, eta: 4:03:33, time: 1.064, data_time: 0.058, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8883, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.9995 2020-10-03 13:08:32,311 - mmaction - INFO - Epoch [94][120/1997] lr: 7.500e-05, eta: 4:03:12, time: 0.996, data_time: 0.376, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8828, loss_cls: 1.2089, loss: 1.2089, grad_norm: 6.9738 2020-10-03 13:08:53,800 - mmaction - INFO - Epoch [94][140/1997] lr: 7.500e-05, eta: 4:02:51, time: 1.075, data_time: 0.250, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8987, loss_cls: 1.1102, loss: 1.1102, grad_norm: 6.8270 2020-10-03 13:09:14,026 - mmaction - INFO - Epoch [94][160/1997] lr: 7.500e-05, eta: 4:02:30, time: 1.012, data_time: 0.145, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8836, loss_cls: 1.1844, loss: 1.1844, grad_norm: 6.8945 2020-10-03 13:09:35,633 - mmaction - INFO - Epoch [94][180/1997] lr: 7.500e-05, eta: 4:02:09, time: 1.080, data_time: 0.019, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2003, loss: 1.2003, grad_norm: 6.9816 2020-10-03 13:09:56,462 - mmaction - INFO - Epoch [94][200/1997] lr: 7.500e-05, eta: 4:01:47, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8854, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.9474 2020-10-03 13:10:17,624 - mmaction - INFO - Epoch [94][220/1997] lr: 7.500e-05, eta: 4:01:26, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8833, loss_cls: 1.1649, loss: 1.1649, grad_norm: 6.9195 2020-10-03 13:10:38,962 - mmaction - INFO - Epoch [94][240/1997] lr: 7.500e-05, eta: 4:01:05, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7326, top5_acc: 0.8971, loss_cls: 1.1162, loss: 1.1162, grad_norm: 6.8814 2020-10-03 13:10:59,349 - mmaction - INFO - Epoch [94][260/1997] lr: 7.500e-05, eta: 4:00:44, time: 1.019, data_time: 0.001, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8888, loss_cls: 1.1421, loss: 1.1421, grad_norm: 6.9282 2020-10-03 13:11:20,220 - mmaction - INFO - Epoch [94][280/1997] lr: 7.500e-05, eta: 4:00:23, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8891, loss_cls: 1.1667, loss: 1.1667, grad_norm: 6.8285 2020-10-03 13:11:41,833 - mmaction - INFO - Epoch [94][300/1997] lr: 7.500e-05, eta: 4:00:02, time: 1.080, data_time: 0.001, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8914, loss_cls: 1.1466, loss: 1.1466, grad_norm: 6.9256 2020-10-03 13:12:02,194 - mmaction - INFO - Epoch [94][320/1997] lr: 7.500e-05, eta: 3:59:41, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8917, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.7866 2020-10-03 13:12:23,371 - mmaction - INFO - Epoch [94][340/1997] lr: 7.500e-05, eta: 3:59:20, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.7372, top5_acc: 0.8924, loss_cls: 1.1083, loss: 1.1083, grad_norm: 6.7371 2020-10-03 13:12:44,736 - mmaction - INFO - Epoch [94][360/1997] lr: 7.500e-05, eta: 3:58:59, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1521, loss: 1.1521, grad_norm: 6.9740 2020-10-03 13:13:05,469 - mmaction - INFO - Epoch [94][380/1997] lr: 7.500e-05, eta: 3:58:38, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8922, loss_cls: 1.1218, loss: 1.1218, grad_norm: 6.7527 2020-10-03 13:13:26,148 - mmaction - INFO - Epoch [94][400/1997] lr: 7.500e-05, eta: 3:58:17, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7341, top5_acc: 0.8948, loss_cls: 1.1091, loss: 1.1091, grad_norm: 6.7809 2020-10-03 13:13:47,470 - mmaction - INFO - Epoch [94][420/1997] lr: 7.500e-05, eta: 3:57:56, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8867, loss_cls: 1.1678, loss: 1.1678, grad_norm: 6.9602 2020-10-03 13:14:07,259 - mmaction - INFO - Epoch [94][440/1997] lr: 7.500e-05, eta: 3:57:35, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8888, loss_cls: 1.1358, loss: 1.1358, grad_norm: 6.8257 2020-10-03 13:14:29,481 - mmaction - INFO - Epoch [94][460/1997] lr: 7.500e-05, eta: 3:57:14, time: 1.112, data_time: 0.080, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8844, loss_cls: 1.1665, loss: 1.1665, grad_norm: 6.9325 2020-10-03 13:14:50,552 - mmaction - INFO - Epoch [94][480/1997] lr: 7.500e-05, eta: 3:56:53, time: 1.053, data_time: 0.041, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8888, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.9073 2020-10-03 13:15:10,793 - mmaction - INFO - Epoch [94][500/1997] lr: 7.500e-05, eta: 3:56:32, time: 1.012, data_time: 0.043, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.1373, loss: 1.1373, grad_norm: 6.9393 2020-10-03 13:15:31,545 - mmaction - INFO - Epoch [94][520/1997] lr: 7.500e-05, eta: 3:56:10, time: 1.038, data_time: 0.049, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8909, loss_cls: 1.1499, loss: 1.1499, grad_norm: 6.7441 2020-10-03 13:15:52,225 - mmaction - INFO - Epoch [94][540/1997] lr: 7.500e-05, eta: 3:55:49, time: 1.033, data_time: 0.030, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8956, loss_cls: 1.1559, loss: 1.1559, grad_norm: 6.9723 2020-10-03 13:16:13,621 - mmaction - INFO - Epoch [94][560/1997] lr: 7.500e-05, eta: 3:55:28, time: 1.070, data_time: 0.031, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8870, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.9720 2020-10-03 13:16:35,352 - mmaction - INFO - Epoch [94][580/1997] lr: 7.500e-05, eta: 3:55:07, time: 1.087, data_time: 0.005, memory: 8350, top1_acc: 0.7385, top5_acc: 0.8906, loss_cls: 1.1172, loss: 1.1172, grad_norm: 6.7264 2020-10-03 13:16:55,211 - mmaction - INFO - Epoch [94][600/1997] lr: 7.500e-05, eta: 3:54:46, time: 0.993, data_time: 0.001, memory: 8350, top1_acc: 0.7326, top5_acc: 0.8911, loss_cls: 1.1289, loss: 1.1289, grad_norm: 6.8220 2020-10-03 13:17:16,423 - mmaction - INFO - Epoch [94][620/1997] lr: 7.500e-05, eta: 3:54:25, time: 1.060, data_time: 0.011, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8802, loss_cls: 1.2177, loss: 1.2177, grad_norm: 7.0781 2020-10-03 13:17:36,473 - mmaction - INFO - Epoch [94][640/1997] lr: 7.500e-05, eta: 3:54:04, time: 1.001, data_time: 0.054, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8823, loss_cls: 1.1683, loss: 1.1683, grad_norm: 6.9420 2020-10-03 13:17:58,505 - mmaction - INFO - Epoch [94][660/1997] lr: 7.500e-05, eta: 3:53:43, time: 1.102, data_time: 0.003, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8870, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.9235 2020-10-03 13:18:18,450 - mmaction - INFO - Epoch [94][680/1997] lr: 7.500e-05, eta: 3:53:22, time: 0.997, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8836, loss_cls: 1.1840, loss: 1.1840, grad_norm: 7.0391 2020-10-03 13:18:40,413 - mmaction - INFO - Epoch [94][700/1997] lr: 7.500e-05, eta: 3:53:01, time: 1.098, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8961, loss_cls: 1.1141, loss: 1.1141, grad_norm: 6.8386 2020-10-03 13:19:00,510 - mmaction - INFO - Epoch [94][720/1997] lr: 7.500e-05, eta: 3:52:40, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8927, loss_cls: 1.1251, loss: 1.1251, grad_norm: 6.8366 2020-10-03 13:19:21,750 - mmaction - INFO - Epoch [94][740/1997] lr: 7.500e-05, eta: 3:52:19, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8872, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.9501 2020-10-03 13:19:43,069 - mmaction - INFO - Epoch [94][760/1997] lr: 7.500e-05, eta: 3:51:58, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8893, loss_cls: 1.1605, loss: 1.1605, grad_norm: 6.8699 2020-10-03 13:20:04,119 - mmaction - INFO - Epoch [94][780/1997] lr: 7.500e-05, eta: 3:51:37, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8846, loss_cls: 1.1599, loss: 1.1599, grad_norm: 6.8282 2020-10-03 13:20:24,337 - mmaction - INFO - Epoch [94][800/1997] lr: 7.500e-05, eta: 3:51:15, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8883, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.7830 2020-10-03 13:20:46,153 - mmaction - INFO - Epoch [94][820/1997] lr: 7.500e-05, eta: 3:50:54, time: 1.089, data_time: 0.096, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8792, loss_cls: 1.2008, loss: 1.2008, grad_norm: 6.8999 2020-10-03 13:21:06,935 - mmaction - INFO - Epoch [94][840/1997] lr: 7.500e-05, eta: 3:50:33, time: 1.040, data_time: 0.060, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8909, loss_cls: 1.1360, loss: 1.1360, grad_norm: 6.8262 2020-10-03 13:21:27,264 - mmaction - INFO - Epoch [94][860/1997] lr: 7.500e-05, eta: 3:50:12, time: 1.016, data_time: 0.051, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8841, loss_cls: 1.1597, loss: 1.1597, grad_norm: 7.0043 2020-10-03 13:21:48,776 - mmaction - INFO - Epoch [94][880/1997] lr: 7.500e-05, eta: 3:49:51, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8893, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.8701 2020-10-03 13:22:09,394 - mmaction - INFO - Epoch [94][900/1997] lr: 7.500e-05, eta: 3:49:30, time: 1.032, data_time: 0.032, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8794, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.8921 2020-10-03 13:22:30,829 - mmaction - INFO - Epoch [94][920/1997] lr: 7.500e-05, eta: 3:49:09, time: 1.071, data_time: 0.001, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8917, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.8427 2020-10-03 13:22:52,046 - mmaction - INFO - Epoch [94][940/1997] lr: 7.500e-05, eta: 3:48:48, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8833, loss_cls: 1.1682, loss: 1.1682, grad_norm: 7.0849 2020-10-03 13:23:14,350 - mmaction - INFO - Epoch [94][960/1997] lr: 7.500e-05, eta: 3:48:27, time: 1.115, data_time: 0.001, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8919, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.8790 2020-10-03 13:23:34,038 - mmaction - INFO - Epoch [94][980/1997] lr: 7.500e-05, eta: 3:48:06, time: 0.985, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8919, loss_cls: 1.1434, loss: 1.1434, grad_norm: 6.8603 2020-10-03 13:23:54,405 - mmaction - INFO - Epoch [94][1000/1997] lr: 7.500e-05, eta: 3:47:45, time: 1.018, data_time: 0.001, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8862, loss_cls: 1.1445, loss: 1.1445, grad_norm: 6.9756 2020-10-03 13:24:15,847 - mmaction - INFO - Epoch [94][1020/1997] lr: 7.500e-05, eta: 3:47:24, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7323, top5_acc: 0.8948, loss_cls: 1.1253, loss: 1.1253, grad_norm: 6.8866 2020-10-03 13:24:36,011 - mmaction - INFO - Epoch [94][1040/1997] lr: 7.500e-05, eta: 3:47:03, time: 1.008, data_time: 0.004, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8875, loss_cls: 1.1516, loss: 1.1516, grad_norm: 7.0074 2020-10-03 13:24:58,483 - mmaction - INFO - Epoch [94][1060/1997] lr: 7.500e-05, eta: 3:46:42, time: 1.124, data_time: 0.081, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8987, loss_cls: 1.1056, loss: 1.1056, grad_norm: 6.9773 2020-10-03 13:25:19,490 - mmaction - INFO - Epoch [94][1080/1997] lr: 7.500e-05, eta: 3:46:21, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1126, loss: 1.1126, grad_norm: 6.8634 2020-10-03 13:25:40,560 - mmaction - INFO - Epoch [94][1100/1997] lr: 7.500e-05, eta: 3:46:00, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8878, loss_cls: 1.1572, loss: 1.1572, grad_norm: 6.9779 2020-10-03 13:26:01,523 - mmaction - INFO - Epoch [94][1120/1997] lr: 7.500e-05, eta: 3:45:39, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8753, loss_cls: 1.1826, loss: 1.1826, grad_norm: 6.9387 2020-10-03 13:26:22,460 - mmaction - INFO - Epoch [94][1140/1997] lr: 7.500e-05, eta: 3:45:18, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8956, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.7382 2020-10-03 13:26:43,928 - mmaction - INFO - Epoch [94][1160/1997] lr: 7.500e-05, eta: 3:44:56, time: 1.073, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8932, loss_cls: 1.1252, loss: 1.1252, grad_norm: 6.9173 2020-10-03 13:27:05,046 - mmaction - INFO - Epoch [94][1180/1997] lr: 7.500e-05, eta: 3:44:35, time: 1.056, data_time: 0.001, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8836, loss_cls: 1.1778, loss: 1.1778, grad_norm: 6.8657 2020-10-03 13:27:26,905 - mmaction - INFO - Epoch [94][1200/1997] lr: 7.500e-05, eta: 3:44:14, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1275, loss: 1.1275, grad_norm: 6.8427 2020-10-03 13:27:47,174 - mmaction - INFO - Epoch [94][1220/1997] lr: 7.500e-05, eta: 3:43:53, time: 1.013, data_time: 0.001, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8875, loss_cls: 1.1241, loss: 1.1241, grad_norm: 6.7098 2020-10-03 13:28:08,262 - mmaction - INFO - Epoch [94][1240/1997] lr: 7.500e-05, eta: 3:43:32, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8885, loss_cls: 1.1575, loss: 1.1575, grad_norm: 7.0865 2020-10-03 13:28:29,860 - mmaction - INFO - Epoch [94][1260/1997] lr: 7.500e-05, eta: 3:43:11, time: 1.079, data_time: 0.001, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8911, loss_cls: 1.1370, loss: 1.1370, grad_norm: 6.7793 2020-10-03 13:28:52,051 - mmaction - INFO - Epoch [94][1280/1997] lr: 7.500e-05, eta: 3:42:50, time: 1.110, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8901, loss_cls: 1.1447, loss: 1.1447, grad_norm: 6.9414 2020-10-03 13:29:10,928 - mmaction - INFO - Epoch [94][1300/1997] lr: 7.500e-05, eta: 3:42:29, time: 0.944, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1684, loss: 1.1684, grad_norm: 6.7781 2020-10-03 13:29:32,590 - mmaction - INFO - Epoch [94][1320/1997] lr: 7.500e-05, eta: 3:42:08, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8836, loss_cls: 1.1662, loss: 1.1662, grad_norm: 6.9512 2020-10-03 13:29:53,847 - mmaction - INFO - Epoch [94][1340/1997] lr: 7.500e-05, eta: 3:41:47, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8857, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.8068 2020-10-03 13:30:15,318 - mmaction - INFO - Epoch [94][1360/1997] lr: 7.500e-05, eta: 3:41:26, time: 1.074, data_time: 0.001, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8826, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.9708 2020-10-03 13:30:37,712 - mmaction - INFO - Epoch [94][1380/1997] lr: 7.500e-05, eta: 3:41:05, time: 1.119, data_time: 0.002, memory: 8350, top1_acc: 0.7333, top5_acc: 0.8979, loss_cls: 1.1005, loss: 1.1005, grad_norm: 6.6855 2020-10-03 13:30:59,087 - mmaction - INFO - Epoch [94][1400/1997] lr: 7.500e-05, eta: 3:40:44, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8961, loss_cls: 1.1201, loss: 1.1201, grad_norm: 6.7443 2020-10-03 13:31:18,703 - mmaction - INFO - Epoch [94][1420/1997] lr: 7.500e-05, eta: 3:40:23, time: 0.981, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0971, loss: 1.0971, grad_norm: 6.6657 2020-10-03 13:31:40,067 - mmaction - INFO - Epoch [94][1440/1997] lr: 7.500e-05, eta: 3:40:02, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8951, loss_cls: 1.1345, loss: 1.1345, grad_norm: 6.9251 2020-10-03 13:32:00,962 - mmaction - INFO - Epoch [94][1460/1997] lr: 7.500e-05, eta: 3:39:41, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8826, loss_cls: 1.1687, loss: 1.1687, grad_norm: 6.8336 2020-10-03 13:32:21,966 - mmaction - INFO - Epoch [94][1480/1997] lr: 7.500e-05, eta: 3:39:20, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8891, loss_cls: 1.1875, loss: 1.1875, grad_norm: 7.0284 2020-10-03 13:32:42,956 - mmaction - INFO - Epoch [94][1500/1997] lr: 7.500e-05, eta: 3:38:59, time: 1.049, data_time: 0.001, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8982, loss_cls: 1.1003, loss: 1.1003, grad_norm: 6.8699 2020-10-03 13:33:03,364 - mmaction - INFO - Epoch [94][1520/1997] lr: 7.500e-05, eta: 3:38:37, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8904, loss_cls: 1.1727, loss: 1.1727, grad_norm: 7.1236 2020-10-03 13:33:24,520 - mmaction - INFO - Epoch [94][1540/1997] lr: 7.500e-05, eta: 3:38:16, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8888, loss_cls: 1.1540, loss: 1.1540, grad_norm: 6.9314 2020-10-03 13:33:45,730 - mmaction - INFO - Epoch [94][1560/1997] lr: 7.500e-05, eta: 3:37:55, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8904, loss_cls: 1.1177, loss: 1.1177, grad_norm: 6.8681 2020-10-03 13:34:06,574 - mmaction - INFO - Epoch [94][1580/1997] lr: 7.500e-05, eta: 3:37:34, time: 1.041, data_time: 0.112, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8937, loss_cls: 1.1486, loss: 1.1486, grad_norm: 6.8948 2020-10-03 13:34:27,853 - mmaction - INFO - Epoch [94][1600/1997] lr: 7.500e-05, eta: 3:37:13, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8937, loss_cls: 1.1407, loss: 1.1407, grad_norm: 7.0437 2020-10-03 13:34:48,232 - mmaction - INFO - Epoch [94][1620/1997] lr: 7.500e-05, eta: 3:36:52, time: 1.019, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8917, loss_cls: 1.1428, loss: 1.1428, grad_norm: 6.9016 2020-10-03 13:35:09,286 - mmaction - INFO - Epoch [94][1640/1997] lr: 7.500e-05, eta: 3:36:31, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8857, loss_cls: 1.1690, loss: 1.1690, grad_norm: 7.0689 2020-10-03 13:35:31,690 - mmaction - INFO - Epoch [94][1660/1997] lr: 7.500e-05, eta: 3:36:10, time: 1.121, data_time: 0.003, memory: 8350, top1_acc: 0.7333, top5_acc: 0.8901, loss_cls: 1.1272, loss: 1.1272, grad_norm: 6.8220 2020-10-03 13:35:52,035 - mmaction - INFO - Epoch [94][1680/1997] lr: 7.500e-05, eta: 3:35:49, time: 1.017, data_time: 0.001, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8888, loss_cls: 1.1494, loss: 1.1494, grad_norm: 6.9554 2020-10-03 13:36:12,913 - mmaction - INFO - Epoch [94][1700/1997] lr: 7.500e-05, eta: 3:35:28, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8878, loss_cls: 1.1542, loss: 1.1542, grad_norm: 6.8955 2020-10-03 13:36:33,574 - mmaction - INFO - Epoch [94][1720/1997] lr: 7.500e-05, eta: 3:35:07, time: 1.033, data_time: 0.003, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8979, loss_cls: 1.1040, loss: 1.1040, grad_norm: 6.9476 2020-10-03 13:36:54,030 - mmaction - INFO - Epoch [94][1740/1997] lr: 7.500e-05, eta: 3:34:46, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8904, loss_cls: 1.1345, loss: 1.1345, grad_norm: 6.9096 2020-10-03 13:37:14,527 - mmaction - INFO - Epoch [94][1760/1997] lr: 7.500e-05, eta: 3:34:25, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8914, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.7771 2020-10-03 13:37:35,877 - mmaction - INFO - Epoch [94][1780/1997] lr: 7.500e-05, eta: 3:34:04, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8924, loss_cls: 1.1227, loss: 1.1227, grad_norm: 6.7990 2020-10-03 13:37:56,846 - mmaction - INFO - Epoch [94][1800/1997] lr: 7.500e-05, eta: 3:33:43, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8964, loss_cls: 1.1156, loss: 1.1156, grad_norm: 6.8732 2020-10-03 13:38:18,744 - mmaction - INFO - Epoch [94][1820/1997] lr: 7.500e-05, eta: 3:33:22, time: 1.097, data_time: 0.003, memory: 8350, top1_acc: 0.7331, top5_acc: 0.8932, loss_cls: 1.1104, loss: 1.1104, grad_norm: 6.8200 2020-10-03 13:38:39,642 - mmaction - INFO - Epoch [94][1840/1997] lr: 7.500e-05, eta: 3:33:00, time: 1.044, data_time: 0.001, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8870, loss_cls: 1.1541, loss: 1.1541, grad_norm: 6.8383 2020-10-03 13:39:00,431 - mmaction - INFO - Epoch [94][1860/1997] lr: 7.500e-05, eta: 3:32:39, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8966, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.9776 2020-10-03 13:39:21,972 - mmaction - INFO - Epoch [94][1880/1997] lr: 7.500e-05, eta: 3:32:18, time: 1.077, data_time: 0.001, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8862, loss_cls: 1.1437, loss: 1.1437, grad_norm: 7.0020 2020-10-03 13:39:42,991 - mmaction - INFO - Epoch [94][1900/1997] lr: 7.500e-05, eta: 3:31:57, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.7318, top5_acc: 0.8867, loss_cls: 1.1315, loss: 1.1315, grad_norm: 6.8236 2020-10-03 13:40:03,823 - mmaction - INFO - Epoch [94][1920/1997] lr: 7.500e-05, eta: 3:31:36, time: 1.041, data_time: 0.001, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8914, loss_cls: 1.1460, loss: 1.1460, grad_norm: 6.9273 2020-10-03 13:40:23,913 - mmaction - INFO - Epoch [94][1940/1997] lr: 7.500e-05, eta: 3:31:15, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1272, loss: 1.1272, grad_norm: 6.8764 2020-10-03 13:40:45,105 - mmaction - INFO - Epoch [94][1960/1997] lr: 7.500e-05, eta: 3:30:54, time: 1.059, data_time: 0.001, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8883, loss_cls: 1.1556, loss: 1.1556, grad_norm: 6.9326 2020-10-03 13:41:06,192 - mmaction - INFO - Epoch [94][1980/1997] lr: 7.500e-05, eta: 3:30:33, time: 1.054, data_time: 0.125, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8815, loss_cls: 1.2218, loss: 1.2218, grad_norm: 7.0870 2020-10-03 13:41:23,987 - mmaction - INFO - Saving checkpoint at 94 epochs 2020-10-03 13:42:08,971 - mmaction - INFO - Epoch [95][20/1997] lr: 7.500e-05, eta: 3:29:54, time: 2.187, data_time: 1.509, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8807, loss_cls: 1.1715, loss: 1.1715, grad_norm: 6.8916 2020-10-03 13:42:30,413 - mmaction - INFO - Epoch [95][40/1997] lr: 7.500e-05, eta: 3:29:33, time: 1.072, data_time: 0.019, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8935, loss_cls: 1.1155, loss: 1.1155, grad_norm: 6.9185 2020-10-03 13:42:51,803 - mmaction - INFO - Epoch [95][60/1997] lr: 7.500e-05, eta: 3:29:12, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8807, loss_cls: 1.1879, loss: 1.1879, grad_norm: 6.9791 2020-10-03 13:43:12,016 - mmaction - INFO - Epoch [95][80/1997] lr: 7.500e-05, eta: 3:28:51, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8969, loss_cls: 1.1091, loss: 1.1091, grad_norm: 6.8462 2020-10-03 13:43:34,667 - mmaction - INFO - Epoch [95][100/1997] lr: 7.500e-05, eta: 3:28:30, time: 1.132, data_time: 0.002, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8833, loss_cls: 1.2026, loss: 1.2026, grad_norm: 6.9759 2020-10-03 13:43:53,833 - mmaction - INFO - Epoch [95][120/1997] lr: 7.500e-05, eta: 3:28:09, time: 0.959, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1777, loss: 1.1777, grad_norm: 6.9029 2020-10-03 13:44:14,921 - mmaction - INFO - Epoch [95][140/1997] lr: 7.500e-05, eta: 3:27:48, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8844, loss_cls: 1.1603, loss: 1.1603, grad_norm: 6.8903 2020-10-03 13:44:37,534 - mmaction - INFO - Epoch [95][160/1997] lr: 7.500e-05, eta: 3:27:27, time: 1.130, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8896, loss_cls: 1.1317, loss: 1.1317, grad_norm: 6.9098 2020-10-03 13:44:57,446 - mmaction - INFO - Epoch [95][180/1997] lr: 7.500e-05, eta: 3:27:06, time: 0.996, data_time: 0.002, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8891, loss_cls: 1.1337, loss: 1.1337, grad_norm: 6.7586 2020-10-03 13:45:18,256 - mmaction - INFO - Epoch [95][200/1997] lr: 7.500e-05, eta: 3:26:45, time: 1.041, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8862, loss_cls: 1.1446, loss: 1.1446, grad_norm: 6.9539 2020-10-03 13:45:39,928 - mmaction - INFO - Epoch [95][220/1997] lr: 7.500e-05, eta: 3:26:24, time: 1.083, data_time: 0.001, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8958, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.9090 2020-10-03 13:46:01,580 - mmaction - INFO - Epoch [95][240/1997] lr: 7.500e-05, eta: 3:26:03, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8865, loss_cls: 1.1699, loss: 1.1699, grad_norm: 6.9481 2020-10-03 13:46:22,360 - mmaction - INFO - Epoch [95][260/1997] lr: 7.500e-05, eta: 3:25:42, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8867, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.8139 2020-10-03 13:46:42,561 - mmaction - INFO - Epoch [95][280/1997] lr: 7.500e-05, eta: 3:25:21, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8896, loss_cls: 1.1517, loss: 1.1517, grad_norm: 6.9030 2020-10-03 13:47:03,967 - mmaction - INFO - Epoch [95][300/1997] lr: 7.500e-05, eta: 3:25:00, time: 1.070, data_time: 0.001, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8880, loss_cls: 1.1700, loss: 1.1700, grad_norm: 6.9558 2020-10-03 13:47:25,041 - mmaction - INFO - Epoch [95][320/1997] lr: 7.500e-05, eta: 3:24:39, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8956, loss_cls: 1.1270, loss: 1.1270, grad_norm: 7.0090 2020-10-03 13:47:45,345 - mmaction - INFO - Epoch [95][340/1997] lr: 7.500e-05, eta: 3:24:17, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8880, loss_cls: 1.1923, loss: 1.1923, grad_norm: 7.2780 2020-10-03 13:48:06,840 - mmaction - INFO - Epoch [95][360/1997] lr: 7.500e-05, eta: 3:23:56, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8883, loss_cls: 1.1436, loss: 1.1436, grad_norm: 6.7328 2020-10-03 13:48:27,930 - mmaction - INFO - Epoch [95][380/1997] lr: 7.500e-05, eta: 3:23:35, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1661, loss: 1.1661, grad_norm: 6.9569 2020-10-03 13:48:48,812 - mmaction - INFO - Epoch [95][400/1997] lr: 7.500e-05, eta: 3:23:14, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1778, loss: 1.1778, grad_norm: 6.9254 2020-10-03 13:49:10,971 - mmaction - INFO - Epoch [95][420/1997] lr: 7.500e-05, eta: 3:22:53, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8891, loss_cls: 1.1465, loss: 1.1465, grad_norm: 6.9534 2020-10-03 13:49:30,726 - mmaction - INFO - Epoch [95][440/1997] lr: 7.500e-05, eta: 3:22:32, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8990, loss_cls: 1.1054, loss: 1.1054, grad_norm: 6.9427 2020-10-03 13:49:51,480 - mmaction - INFO - Epoch [95][460/1997] lr: 7.500e-05, eta: 3:22:11, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8896, loss_cls: 1.1421, loss: 1.1421, grad_norm: 6.8229 2020-10-03 13:50:14,313 - mmaction - INFO - Epoch [95][480/1997] lr: 7.500e-05, eta: 3:21:50, time: 1.142, data_time: 0.019, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1502, loss: 1.1502, grad_norm: 7.0185 2020-10-03 13:50:33,973 - mmaction - INFO - Epoch [95][500/1997] lr: 7.500e-05, eta: 3:21:29, time: 0.983, data_time: 0.003, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1330, loss: 1.1330, grad_norm: 6.8771 2020-10-03 13:50:54,671 - mmaction - INFO - Epoch [95][520/1997] lr: 7.500e-05, eta: 3:21:08, time: 1.036, data_time: 0.010, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.8926 2020-10-03 13:51:16,016 - mmaction - INFO - Epoch [95][540/1997] lr: 7.500e-05, eta: 3:20:47, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8883, loss_cls: 1.1347, loss: 1.1347, grad_norm: 6.7785 2020-10-03 13:51:36,933 - mmaction - INFO - Epoch [95][560/1997] lr: 7.500e-05, eta: 3:20:26, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8924, loss_cls: 1.1454, loss: 1.1454, grad_norm: 6.9575 2020-10-03 13:51:58,570 - mmaction - INFO - Epoch [95][580/1997] lr: 7.500e-05, eta: 3:20:05, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8888, loss_cls: 1.1391, loss: 1.1391, grad_norm: 6.8145 2020-10-03 13:52:19,159 - mmaction - INFO - Epoch [95][600/1997] lr: 7.500e-05, eta: 3:19:44, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8904, loss_cls: 1.1579, loss: 1.1579, grad_norm: 7.0125 2020-10-03 13:52:39,884 - mmaction - INFO - Epoch [95][620/1997] lr: 7.500e-05, eta: 3:19:23, time: 1.037, data_time: 0.150, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8818, loss_cls: 1.1808, loss: 1.1808, grad_norm: 6.9921 2020-10-03 13:53:01,122 - mmaction - INFO - Epoch [95][640/1997] lr: 7.500e-05, eta: 3:19:02, time: 1.061, data_time: 0.245, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8914, loss_cls: 1.1204, loss: 1.1204, grad_norm: 6.9054 2020-10-03 13:53:21,692 - mmaction - INFO - Epoch [95][660/1997] lr: 7.500e-05, eta: 3:18:40, time: 1.028, data_time: 0.401, memory: 8350, top1_acc: 0.7125, top5_acc: 0.8776, loss_cls: 1.2030, loss: 1.2030, grad_norm: 7.1552 2020-10-03 13:53:42,602 - mmaction - INFO - Epoch [95][680/1997] lr: 7.500e-05, eta: 3:18:19, time: 1.046, data_time: 0.398, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8891, loss_cls: 1.1642, loss: 1.1642, grad_norm: 6.9311 2020-10-03 13:54:03,166 - mmaction - INFO - Epoch [95][700/1997] lr: 7.500e-05, eta: 3:17:58, time: 1.028, data_time: 0.289, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8911, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.9157 2020-10-03 13:54:24,796 - mmaction - INFO - Epoch [95][720/1997] lr: 7.500e-05, eta: 3:17:37, time: 1.082, data_time: 0.223, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8844, loss_cls: 1.1894, loss: 1.1894, grad_norm: 7.0498 2020-10-03 13:54:47,209 - mmaction - INFO - Epoch [95][740/1997] lr: 7.500e-05, eta: 3:17:16, time: 1.120, data_time: 0.048, memory: 8350, top1_acc: 0.7044, top5_acc: 0.8781, loss_cls: 1.2088, loss: 1.2088, grad_norm: 6.9894 2020-10-03 13:55:06,821 - mmaction - INFO - Epoch [95][760/1997] lr: 7.500e-05, eta: 3:16:55, time: 0.980, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8904, loss_cls: 1.1663, loss: 1.1663, grad_norm: 6.8318 2020-10-03 13:55:27,578 - mmaction - INFO - Epoch [95][780/1997] lr: 7.500e-05, eta: 3:16:34, time: 1.039, data_time: 0.003, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8971, loss_cls: 1.0944, loss: 1.0944, grad_norm: 6.8825 2020-10-03 13:55:48,368 - mmaction - INFO - Epoch [95][800/1997] lr: 7.500e-05, eta: 3:16:13, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1480, loss: 1.1480, grad_norm: 7.0036 2020-10-03 13:56:09,623 - mmaction - INFO - Epoch [95][820/1997] lr: 7.500e-05, eta: 3:15:52, time: 1.063, data_time: 0.043, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1522, loss: 1.1522, grad_norm: 6.8444 2020-10-03 13:56:30,841 - mmaction - INFO - Epoch [95][840/1997] lr: 7.500e-05, eta: 3:15:31, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8891, loss_cls: 1.1364, loss: 1.1364, grad_norm: 6.8117 2020-10-03 13:56:51,650 - mmaction - INFO - Epoch [95][860/1997] lr: 7.500e-05, eta: 3:15:10, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8911, loss_cls: 1.1219, loss: 1.1219, grad_norm: 6.6808 2020-10-03 13:57:12,077 - mmaction - INFO - Epoch [95][880/1997] lr: 7.500e-05, eta: 3:14:49, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7370, top5_acc: 0.8971, loss_cls: 1.1062, loss: 1.1062, grad_norm: 6.6749 2020-10-03 13:57:35,028 - mmaction - INFO - Epoch [95][900/1997] lr: 7.500e-05, eta: 3:14:28, time: 1.146, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8896, loss_cls: 1.1621, loss: 1.1621, grad_norm: 6.9792 2020-10-03 13:57:57,378 - mmaction - INFO - Epoch [95][920/1997] lr: 7.500e-05, eta: 3:14:07, time: 1.118, data_time: 0.003, memory: 8350, top1_acc: 0.7331, top5_acc: 0.8953, loss_cls: 1.1114, loss: 1.1114, grad_norm: 6.7284 2020-10-03 13:58:17,468 - mmaction - INFO - Epoch [95][940/1997] lr: 7.500e-05, eta: 3:13:46, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8945, loss_cls: 1.1288, loss: 1.1288, grad_norm: 6.9976 2020-10-03 13:58:39,754 - mmaction - INFO - Epoch [95][960/1997] lr: 7.500e-05, eta: 3:13:25, time: 1.116, data_time: 0.004, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8870, loss_cls: 1.1605, loss: 1.1605, grad_norm: 6.9605 2020-10-03 13:59:01,160 - mmaction - INFO - Epoch [95][980/1997] lr: 7.500e-05, eta: 3:13:04, time: 1.071, data_time: 0.002, memory: 8350, top1_acc: 0.7378, top5_acc: 0.8862, loss_cls: 1.1258, loss: 1.1258, grad_norm: 6.7465 2020-10-03 13:59:20,697 - mmaction - INFO - Epoch [95][1000/1997] lr: 7.500e-05, eta: 3:12:43, time: 0.976, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8857, loss_cls: 1.1654, loss: 1.1654, grad_norm: 6.9852 2020-10-03 13:59:42,099 - mmaction - INFO - Epoch [95][1020/1997] lr: 7.500e-05, eta: 3:12:21, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8982, loss_cls: 1.1092, loss: 1.1092, grad_norm: 6.8516 2020-10-03 14:00:04,904 - mmaction - INFO - Epoch [95][1040/1997] lr: 7.500e-05, eta: 3:12:01, time: 1.133, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8870, loss_cls: 1.1306, loss: 1.1306, grad_norm: 6.8996 2020-10-03 14:00:25,181 - mmaction - INFO - Epoch [95][1060/1997] lr: 7.500e-05, eta: 3:11:39, time: 1.020, data_time: 0.009, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8833, loss_cls: 1.1749, loss: 1.1749, grad_norm: 7.0319 2020-10-03 14:00:46,914 - mmaction - INFO - Epoch [95][1080/1997] lr: 7.500e-05, eta: 3:11:18, time: 1.087, data_time: 0.003, memory: 8350, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2220, loss: 1.2220, grad_norm: 7.1554 2020-10-03 14:01:08,242 - mmaction - INFO - Epoch [95][1100/1997] lr: 7.500e-05, eta: 3:10:57, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8779, loss_cls: 1.1853, loss: 1.1853, grad_norm: 6.9285 2020-10-03 14:01:29,892 - mmaction - INFO - Epoch [95][1120/1997] lr: 7.500e-05, eta: 3:10:36, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8898, loss_cls: 1.1525, loss: 1.1525, grad_norm: 6.8890 2020-10-03 14:01:50,480 - mmaction - INFO - Epoch [95][1140/1997] lr: 7.500e-05, eta: 3:10:15, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8807, loss_cls: 1.2154, loss: 1.2154, grad_norm: 6.9563 2020-10-03 14:02:11,368 - mmaction - INFO - Epoch [95][1160/1997] lr: 7.500e-05, eta: 3:09:54, time: 1.046, data_time: 0.003, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8872, loss_cls: 1.1832, loss: 1.1832, grad_norm: 6.9843 2020-10-03 14:02:32,117 - mmaction - INFO - Epoch [95][1180/1997] lr: 7.500e-05, eta: 3:09:33, time: 1.037, data_time: 0.001, memory: 8350, top1_acc: 0.7286, top5_acc: 0.9000, loss_cls: 1.0922, loss: 1.0922, grad_norm: 6.8438 2020-10-03 14:02:53,409 - mmaction - INFO - Epoch [95][1200/1997] lr: 7.500e-05, eta: 3:09:12, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8937, loss_cls: 1.1292, loss: 1.1292, grad_norm: 6.8598 2020-10-03 14:03:14,152 - mmaction - INFO - Epoch [95][1220/1997] lr: 7.500e-05, eta: 3:08:51, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8846, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.9917 2020-10-03 14:03:35,401 - mmaction - INFO - Epoch [95][1240/1997] lr: 7.500e-05, eta: 3:08:30, time: 1.062, data_time: 0.076, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8891, loss_cls: 1.1691, loss: 1.1691, grad_norm: 6.8949 2020-10-03 14:03:55,963 - mmaction - INFO - Epoch [95][1260/1997] lr: 7.500e-05, eta: 3:08:09, time: 1.028, data_time: 0.012, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8891, loss_cls: 1.1647, loss: 1.1647, grad_norm: 7.0077 2020-10-03 14:04:16,730 - mmaction - INFO - Epoch [95][1280/1997] lr: 7.500e-05, eta: 3:07:48, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8870, loss_cls: 1.1704, loss: 1.1704, grad_norm: 7.0167 2020-10-03 14:04:37,279 - mmaction - INFO - Epoch [95][1300/1997] lr: 7.500e-05, eta: 3:07:27, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8917, loss_cls: 1.1352, loss: 1.1352, grad_norm: 7.0070 2020-10-03 14:04:58,150 - mmaction - INFO - Epoch [95][1320/1997] lr: 7.500e-05, eta: 3:07:06, time: 1.044, data_time: 0.002, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8891, loss_cls: 1.1119, loss: 1.1119, grad_norm: 6.8070 2020-10-03 14:05:19,845 - mmaction - INFO - Epoch [95][1340/1997] lr: 7.500e-05, eta: 3:06:45, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1600, loss: 1.1600, grad_norm: 6.9282 2020-10-03 14:05:40,312 - mmaction - INFO - Epoch [95][1360/1997] lr: 7.500e-05, eta: 3:06:24, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8891, loss_cls: 1.1707, loss: 1.1707, grad_norm: 7.0553 2020-10-03 14:06:02,267 - mmaction - INFO - Epoch [95][1380/1997] lr: 7.500e-05, eta: 3:06:03, time: 1.098, data_time: 0.001, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8909, loss_cls: 1.1294, loss: 1.1294, grad_norm: 6.9223 2020-10-03 14:06:22,753 - mmaction - INFO - Epoch [95][1400/1997] lr: 7.500e-05, eta: 3:05:41, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1304, loss: 1.1304, grad_norm: 6.9492 2020-10-03 14:06:44,873 - mmaction - INFO - Epoch [95][1420/1997] lr: 7.500e-05, eta: 3:05:20, time: 1.107, data_time: 0.003, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8911, loss_cls: 1.1535, loss: 1.1535, grad_norm: 6.8608 2020-10-03 14:07:05,175 - mmaction - INFO - Epoch [95][1440/1997] lr: 7.500e-05, eta: 3:04:59, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1416, loss: 1.1416, grad_norm: 6.9153 2020-10-03 14:07:25,997 - mmaction - INFO - Epoch [95][1460/1997] lr: 7.500e-05, eta: 3:04:38, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8870, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.8192 2020-10-03 14:07:47,773 - mmaction - INFO - Epoch [95][1480/1997] lr: 7.500e-05, eta: 3:04:17, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8945, loss_cls: 1.1262, loss: 1.1262, grad_norm: 6.8860 2020-10-03 14:08:08,527 - mmaction - INFO - Epoch [95][1500/1997] lr: 7.500e-05, eta: 3:03:56, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1722, loss: 1.1722, grad_norm: 6.8523 2020-10-03 14:08:28,814 - mmaction - INFO - Epoch [95][1520/1997] lr: 7.500e-05, eta: 3:03:35, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8911, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.7743 2020-10-03 14:08:49,931 - mmaction - INFO - Epoch [95][1540/1997] lr: 7.500e-05, eta: 3:03:14, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8794, loss_cls: 1.2079, loss: 1.2079, grad_norm: 7.0391 2020-10-03 14:09:11,059 - mmaction - INFO - Epoch [95][1560/1997] lr: 7.500e-05, eta: 3:02:53, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8937, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.7958 2020-10-03 14:09:32,074 - mmaction - INFO - Epoch [95][1580/1997] lr: 7.500e-05, eta: 3:02:32, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8865, loss_cls: 1.1441, loss: 1.1441, grad_norm: 6.8325 2020-10-03 14:09:53,539 - mmaction - INFO - Epoch [95][1600/1997] lr: 7.500e-05, eta: 3:02:11, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8888, loss_cls: 1.1492, loss: 1.1492, grad_norm: 6.8114 2020-10-03 14:10:14,312 - mmaction - INFO - Epoch [95][1620/1997] lr: 7.500e-05, eta: 3:01:50, time: 1.039, data_time: 0.002, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1329, loss: 1.1329, grad_norm: 6.7362 2020-10-03 14:10:35,825 - mmaction - INFO - Epoch [95][1640/1997] lr: 7.500e-05, eta: 3:01:29, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1378, loss: 1.1378, grad_norm: 6.9522 2020-10-03 14:10:57,834 - mmaction - INFO - Epoch [95][1660/1997] lr: 7.500e-05, eta: 3:01:08, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8792, loss_cls: 1.1770, loss: 1.1770, grad_norm: 6.9687 2020-10-03 14:11:18,550 - mmaction - INFO - Epoch [95][1680/1997] lr: 7.500e-05, eta: 3:00:47, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8893, loss_cls: 1.1218, loss: 1.1218, grad_norm: 6.8626 2020-10-03 14:11:39,110 - mmaction - INFO - Epoch [95][1700/1997] lr: 7.500e-05, eta: 3:00:26, time: 1.029, data_time: 0.003, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8831, loss_cls: 1.1778, loss: 1.1778, grad_norm: 7.0335 2020-10-03 14:12:00,281 - mmaction - INFO - Epoch [95][1720/1997] lr: 7.500e-05, eta: 3:00:05, time: 1.058, data_time: 0.002, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.1014, loss: 1.1014, grad_norm: 6.8651 2020-10-03 14:12:20,397 - mmaction - INFO - Epoch [95][1740/1997] lr: 7.500e-05, eta: 2:59:43, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1633, loss: 1.1633, grad_norm: 6.9527 2020-10-03 14:12:42,106 - mmaction - INFO - Epoch [95][1760/1997] lr: 7.500e-05, eta: 2:59:22, time: 1.086, data_time: 0.005, memory: 8350, top1_acc: 0.7359, top5_acc: 0.8891, loss_cls: 1.1209, loss: 1.1209, grad_norm: 6.8089 2020-10-03 14:13:02,946 - mmaction - INFO - Epoch [95][1780/1997] lr: 7.500e-05, eta: 2:59:01, time: 1.042, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8849, loss_cls: 1.1790, loss: 1.1790, grad_norm: 6.9941 2020-10-03 14:13:22,823 - mmaction - INFO - Epoch [95][1800/1997] lr: 7.500e-05, eta: 2:58:40, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.7102, top5_acc: 0.8951, loss_cls: 1.1566, loss: 1.1566, grad_norm: 7.0497 2020-10-03 14:13:44,360 - mmaction - INFO - Epoch [95][1820/1997] lr: 7.500e-05, eta: 2:58:19, time: 1.076, data_time: 0.158, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8924, loss_cls: 1.1194, loss: 1.1194, grad_norm: 6.8428 2020-10-03 14:14:05,144 - mmaction - INFO - Epoch [95][1840/1997] lr: 7.500e-05, eta: 2:57:58, time: 1.040, data_time: 0.106, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8805, loss_cls: 1.1717, loss: 1.1717, grad_norm: 6.9573 2020-10-03 14:14:26,863 - mmaction - INFO - Epoch [95][1860/1997] lr: 7.500e-05, eta: 2:57:37, time: 1.085, data_time: 0.415, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8932, loss_cls: 1.1144, loss: 1.1144, grad_norm: 6.6685 2020-10-03 14:14:47,109 - mmaction - INFO - Epoch [95][1880/1997] lr: 7.500e-05, eta: 2:57:16, time: 1.013, data_time: 0.310, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8865, loss_cls: 1.1561, loss: 1.1561, grad_norm: 6.8942 2020-10-03 14:15:08,594 - mmaction - INFO - Epoch [95][1900/1997] lr: 7.500e-05, eta: 2:56:55, time: 1.075, data_time: 0.042, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8966, loss_cls: 1.1316, loss: 1.1316, grad_norm: 6.8783 2020-10-03 14:15:28,823 - mmaction - INFO - Epoch [95][1920/1997] lr: 7.500e-05, eta: 2:56:34, time: 1.011, data_time: 0.360, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8935, loss_cls: 1.1522, loss: 1.1522, grad_norm: 7.0491 2020-10-03 14:15:49,375 - mmaction - INFO - Epoch [95][1940/1997] lr: 7.500e-05, eta: 2:56:13, time: 1.028, data_time: 0.349, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8870, loss_cls: 1.1606, loss: 1.1606, grad_norm: 6.8780 2020-10-03 14:16:10,943 - mmaction - INFO - Epoch [95][1960/1997] lr: 7.500e-05, eta: 2:55:52, time: 1.078, data_time: 0.042, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8841, loss_cls: 1.1542, loss: 1.1542, grad_norm: 7.0888 2020-10-03 14:16:31,203 - mmaction - INFO - Epoch [95][1980/1997] lr: 7.500e-05, eta: 2:55:31, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8865, loss_cls: 1.1290, loss: 1.1290, grad_norm: 6.8042 2020-10-03 14:16:50,698 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-10-03 14:19:44,876 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 14:19:46,421 - mmaction - INFO - top1_acc 0.7341 top5_acc 0.9154 2020-10-03 14:19:46,422 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 14:19:46,522 - mmaction - INFO - mean_acc 0.7334 2020-10-03 14:19:46,522 - mmaction - INFO - Now best checkpoint is epoch_95.pth 2020-10-03 14:19:46,540 - mmaction - INFO - Epoch(val) [95][1997] top1_acc: 0.7341, top5_acc: 0.9154, mean_class_accuracy: 0.7334 2020-10-03 14:20:28,256 - mmaction - INFO - Epoch [96][20/1997] lr: 7.500e-05, eta: 2:54:52, time: 2.084, data_time: 0.964, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8857, loss_cls: 1.1481, loss: 1.1481, grad_norm: 7.0446 2020-10-03 14:20:50,359 - mmaction - INFO - Epoch [96][40/1997] lr: 7.500e-05, eta: 2:54:31, time: 1.105, data_time: 0.003, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8937, loss_cls: 1.1136, loss: 1.1136, grad_norm: 6.7688 2020-10-03 14:21:10,580 - mmaction - INFO - Epoch [96][60/1997] lr: 7.500e-05, eta: 2:54:10, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1362, loss: 1.1362, grad_norm: 6.8657 2020-10-03 14:21:32,280 - mmaction - INFO - Epoch [96][80/1997] lr: 7.500e-05, eta: 2:53:49, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7151, top5_acc: 0.8815, loss_cls: 1.1836, loss: 1.1836, grad_norm: 6.9876 2020-10-03 14:21:54,538 - mmaction - INFO - Epoch [96][100/1997] lr: 7.500e-05, eta: 2:53:28, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8901, loss_cls: 1.1624, loss: 1.1624, grad_norm: 6.9326 2020-10-03 14:22:14,884 - mmaction - INFO - Epoch [96][120/1997] lr: 7.500e-05, eta: 2:53:07, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8859, loss_cls: 1.1461, loss: 1.1461, grad_norm: 6.8967 2020-10-03 14:22:36,384 - mmaction - INFO - Epoch [96][140/1997] lr: 7.500e-05, eta: 2:52:46, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8974, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.8523 2020-10-03 14:22:57,941 - mmaction - INFO - Epoch [96][160/1997] lr: 7.500e-05, eta: 2:52:25, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1351, loss: 1.1351, grad_norm: 6.8409 2020-10-03 14:23:17,831 - mmaction - INFO - Epoch [96][180/1997] lr: 7.500e-05, eta: 2:52:03, time: 0.993, data_time: 0.001, memory: 8350, top1_acc: 0.7362, top5_acc: 0.8940, loss_cls: 1.1147, loss: 1.1147, grad_norm: 6.7113 2020-10-03 14:23:39,707 - mmaction - INFO - Epoch [96][200/1997] lr: 7.500e-05, eta: 2:51:42, time: 1.095, data_time: 0.003, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8833, loss_cls: 1.1546, loss: 1.1546, grad_norm: 6.9356 2020-10-03 14:23:59,696 - mmaction - INFO - Epoch [96][220/1997] lr: 7.500e-05, eta: 2:51:21, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8794, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.9560 2020-10-03 14:24:20,311 - mmaction - INFO - Epoch [96][240/1997] lr: 7.500e-05, eta: 2:51:00, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8924, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.9529 2020-10-03 14:24:41,577 - mmaction - INFO - Epoch [96][260/1997] lr: 7.500e-05, eta: 2:50:39, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8922, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.9628 2020-10-03 14:25:02,334 - mmaction - INFO - Epoch [96][280/1997] lr: 7.500e-05, eta: 2:50:18, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8924, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.0524 2020-10-03 14:25:23,688 - mmaction - INFO - Epoch [96][300/1997] lr: 7.500e-05, eta: 2:49:57, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8823, loss_cls: 1.1657, loss: 1.1657, grad_norm: 7.0133 2020-10-03 14:25:44,411 - mmaction - INFO - Epoch [96][320/1997] lr: 7.500e-05, eta: 2:49:36, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8810, loss_cls: 1.1688, loss: 1.1688, grad_norm: 6.8846 2020-10-03 14:26:06,765 - mmaction - INFO - Epoch [96][340/1997] lr: 7.500e-05, eta: 2:49:15, time: 1.118, data_time: 0.001, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8865, loss_cls: 1.1296, loss: 1.1296, grad_norm: 6.8342 2020-10-03 14:26:26,101 - mmaction - INFO - Epoch [96][360/1997] lr: 7.500e-05, eta: 2:48:54, time: 0.967, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8880, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.7553 2020-10-03 14:26:46,717 - mmaction - INFO - Epoch [96][380/1997] lr: 7.500e-05, eta: 2:48:33, time: 1.031, data_time: 0.027, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8859, loss_cls: 1.1630, loss: 1.1630, grad_norm: 7.0448 2020-10-03 14:27:09,072 - mmaction - INFO - Epoch [96][400/1997] lr: 7.500e-05, eta: 2:48:12, time: 1.118, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8880, loss_cls: 1.1369, loss: 1.1369, grad_norm: 6.8302 2020-10-03 14:27:29,340 - mmaction - INFO - Epoch [96][420/1997] lr: 7.500e-05, eta: 2:47:51, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8865, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.9164 2020-10-03 14:27:49,699 - mmaction - INFO - Epoch [96][440/1997] lr: 7.500e-05, eta: 2:47:30, time: 1.018, data_time: 0.001, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8982, loss_cls: 1.1043, loss: 1.1043, grad_norm: 6.7748 2020-10-03 14:28:11,228 - mmaction - INFO - Epoch [96][460/1997] lr: 7.500e-05, eta: 2:47:08, time: 1.077, data_time: 0.093, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8979, loss_cls: 1.1167, loss: 1.1167, grad_norm: 6.8992 2020-10-03 14:28:32,272 - mmaction - INFO - Epoch [96][480/1997] lr: 7.500e-05, eta: 2:46:47, time: 1.051, data_time: 0.001, memory: 8350, top1_acc: 0.7315, top5_acc: 0.8943, loss_cls: 1.1138, loss: 1.1138, grad_norm: 6.8319 2020-10-03 14:28:52,886 - mmaction - INFO - Epoch [96][500/1997] lr: 7.500e-05, eta: 2:46:26, time: 1.031, data_time: 0.002, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8831, loss_cls: 1.1706, loss: 1.1706, grad_norm: 6.8395 2020-10-03 14:29:14,227 - mmaction - INFO - Epoch [96][520/1997] lr: 7.500e-05, eta: 2:46:05, time: 1.067, data_time: 0.013, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8773, loss_cls: 1.1686, loss: 1.1686, grad_norm: 6.9197 2020-10-03 14:29:35,125 - mmaction - INFO - Epoch [96][540/1997] lr: 7.500e-05, eta: 2:45:44, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8891, loss_cls: 1.1125, loss: 1.1125, grad_norm: 6.7433 2020-10-03 14:29:55,921 - mmaction - INFO - Epoch [96][560/1997] lr: 7.500e-05, eta: 2:45:23, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8875, loss_cls: 1.1814, loss: 1.1814, grad_norm: 6.9053 2020-10-03 14:30:17,831 - mmaction - INFO - Epoch [96][580/1997] lr: 7.500e-05, eta: 2:45:02, time: 1.096, data_time: 0.003, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8815, loss_cls: 1.1975, loss: 1.1975, grad_norm: 7.0530 2020-10-03 14:30:38,411 - mmaction - INFO - Epoch [96][600/1997] lr: 7.500e-05, eta: 2:44:41, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8937, loss_cls: 1.1231, loss: 1.1231, grad_norm: 6.9066 2020-10-03 14:30:59,693 - mmaction - INFO - Epoch [96][620/1997] lr: 7.500e-05, eta: 2:44:20, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8911, loss_cls: 1.1031, loss: 1.1031, grad_norm: 6.7994 2020-10-03 14:31:20,783 - mmaction - INFO - Epoch [96][640/1997] lr: 7.500e-05, eta: 2:43:59, time: 1.056, data_time: 0.002, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8883, loss_cls: 1.1570, loss: 1.1570, grad_norm: 7.0128 2020-10-03 14:31:41,726 - mmaction - INFO - Epoch [96][660/1997] lr: 7.500e-05, eta: 2:43:38, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8859, loss_cls: 1.1694, loss: 1.1694, grad_norm: 6.9738 2020-10-03 14:32:03,380 - mmaction - INFO - Epoch [96][680/1997] lr: 7.500e-05, eta: 2:43:17, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8924, loss_cls: 1.1261, loss: 1.1261, grad_norm: 6.8256 2020-10-03 14:32:23,449 - mmaction - INFO - Epoch [96][700/1997] lr: 7.500e-05, eta: 2:42:56, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8810, loss_cls: 1.1786, loss: 1.1786, grad_norm: 6.9174 2020-10-03 14:32:44,788 - mmaction - INFO - Epoch [96][720/1997] lr: 7.500e-05, eta: 2:42:35, time: 1.066, data_time: 0.001, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8802, loss_cls: 1.1786, loss: 1.1786, grad_norm: 6.8664 2020-10-03 14:33:06,261 - mmaction - INFO - Epoch [96][740/1997] lr: 7.500e-05, eta: 2:42:14, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.7422, top5_acc: 0.9021, loss_cls: 1.0662, loss: 1.0662, grad_norm: 6.5805 2020-10-03 14:33:26,727 - mmaction - INFO - Epoch [96][760/1997] lr: 7.500e-05, eta: 2:41:53, time: 1.024, data_time: 0.003, memory: 8350, top1_acc: 0.7328, top5_acc: 0.8956, loss_cls: 1.1252, loss: 1.1252, grad_norm: 6.8048 2020-10-03 14:33:47,761 - mmaction - INFO - Epoch [96][780/1997] lr: 7.500e-05, eta: 2:41:32, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8815, loss_cls: 1.2083, loss: 1.2083, grad_norm: 7.1521 2020-10-03 14:34:09,042 - mmaction - INFO - Epoch [96][800/1997] lr: 7.500e-05, eta: 2:41:10, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8862, loss_cls: 1.1749, loss: 1.1749, grad_norm: 6.9642 2020-10-03 14:34:29,382 - mmaction - INFO - Epoch [96][820/1997] lr: 7.500e-05, eta: 2:40:49, time: 1.016, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8789, loss_cls: 1.1872, loss: 1.1872, grad_norm: 6.9150 2020-10-03 14:34:51,251 - mmaction - INFO - Epoch [96][840/1997] lr: 7.500e-05, eta: 2:40:28, time: 1.095, data_time: 0.062, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8815, loss_cls: 1.1749, loss: 1.1749, grad_norm: 6.8716 2020-10-03 14:35:12,737 - mmaction - INFO - Epoch [96][860/1997] lr: 7.500e-05, eta: 2:40:07, time: 1.074, data_time: 0.024, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1829, loss: 1.1829, grad_norm: 6.9023 2020-10-03 14:35:34,526 - mmaction - INFO - Epoch [96][880/1997] lr: 7.500e-05, eta: 2:39:46, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8997, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.7793 2020-10-03 14:35:55,525 - mmaction - INFO - Epoch [96][900/1997] lr: 7.500e-05, eta: 2:39:25, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8849, loss_cls: 1.1629, loss: 1.1629, grad_norm: 6.9244 2020-10-03 14:36:15,641 - mmaction - INFO - Epoch [96][920/1997] lr: 7.500e-05, eta: 2:39:04, time: 1.005, data_time: 0.001, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8859, loss_cls: 1.1314, loss: 1.1314, grad_norm: 6.9083 2020-10-03 14:36:37,626 - mmaction - INFO - Epoch [96][940/1997] lr: 7.500e-05, eta: 2:38:43, time: 1.099, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.2012, loss: 1.2012, grad_norm: 6.9629 2020-10-03 14:36:58,673 - mmaction - INFO - Epoch [96][960/1997] lr: 7.500e-05, eta: 2:38:22, time: 1.052, data_time: 0.001, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8846, loss_cls: 1.1644, loss: 1.1644, grad_norm: 6.9820 2020-10-03 14:37:19,197 - mmaction - INFO - Epoch [96][980/1997] lr: 7.500e-05, eta: 2:38:01, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8872, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.8626 2020-10-03 14:37:40,093 - mmaction - INFO - Epoch [96][1000/1997] lr: 7.500e-05, eta: 2:37:40, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.9549 2020-10-03 14:38:01,189 - mmaction - INFO - Epoch [96][1020/1997] lr: 7.500e-05, eta: 2:37:19, time: 1.055, data_time: 0.001, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8857, loss_cls: 1.1513, loss: 1.1513, grad_norm: 6.9718 2020-10-03 14:38:22,155 - mmaction - INFO - Epoch [96][1040/1997] lr: 7.500e-05, eta: 2:36:58, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8763, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.9608 2020-10-03 14:38:42,201 - mmaction - INFO - Epoch [96][1060/1997] lr: 7.500e-05, eta: 2:36:37, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8984, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.8336 2020-10-03 14:39:03,917 - mmaction - INFO - Epoch [96][1080/1997] lr: 7.500e-05, eta: 2:36:16, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.9760 2020-10-03 14:39:24,927 - mmaction - INFO - Epoch [96][1100/1997] lr: 7.500e-05, eta: 2:35:55, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8802, loss_cls: 1.1810, loss: 1.1810, grad_norm: 7.0375 2020-10-03 14:39:45,636 - mmaction - INFO - Epoch [96][1120/1997] lr: 7.500e-05, eta: 2:35:34, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8943, loss_cls: 1.1127, loss: 1.1127, grad_norm: 6.8315 2020-10-03 14:40:06,493 - mmaction - INFO - Epoch [96][1140/1997] lr: 7.500e-05, eta: 2:35:12, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8862, loss_cls: 1.1753, loss: 1.1753, grad_norm: 7.0717 2020-10-03 14:40:27,118 - mmaction - INFO - Epoch [96][1160/1997] lr: 7.500e-05, eta: 2:34:51, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8849, loss_cls: 1.1942, loss: 1.1942, grad_norm: 7.1082 2020-10-03 14:40:49,038 - mmaction - INFO - Epoch [96][1180/1997] lr: 7.500e-05, eta: 2:34:30, time: 1.095, data_time: 0.002, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8917, loss_cls: 1.1171, loss: 1.1171, grad_norm: 6.7919 2020-10-03 14:41:10,719 - mmaction - INFO - Epoch [96][1200/1997] lr: 7.500e-05, eta: 2:34:09, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8865, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.7807 2020-10-03 14:41:31,004 - mmaction - INFO - Epoch [96][1220/1997] lr: 7.500e-05, eta: 2:33:48, time: 1.014, data_time: 0.026, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8818, loss_cls: 1.1741, loss: 1.1741, grad_norm: 7.0292 2020-10-03 14:41:52,477 - mmaction - INFO - Epoch [96][1240/1997] lr: 7.500e-05, eta: 2:33:27, time: 1.073, data_time: 0.052, memory: 8350, top1_acc: 0.7336, top5_acc: 0.8911, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.8481 2020-10-03 14:42:13,634 - mmaction - INFO - Epoch [96][1260/1997] lr: 7.500e-05, eta: 2:33:06, time: 1.058, data_time: 0.147, memory: 8350, top1_acc: 0.7375, top5_acc: 0.8953, loss_cls: 1.1155, loss: 1.1155, grad_norm: 6.8355 2020-10-03 14:42:33,546 - mmaction - INFO - Epoch [96][1280/1997] lr: 7.500e-05, eta: 2:32:45, time: 0.995, data_time: 0.239, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8846, loss_cls: 1.1737, loss: 1.1737, grad_norm: 6.9339 2020-10-03 14:42:55,108 - mmaction - INFO - Epoch [96][1300/1997] lr: 7.500e-05, eta: 2:32:24, time: 1.079, data_time: 0.154, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8872, loss_cls: 1.1431, loss: 1.1431, grad_norm: 6.7955 2020-10-03 14:43:15,875 - mmaction - INFO - Epoch [96][1320/1997] lr: 7.500e-05, eta: 2:32:03, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8872, loss_cls: 1.1526, loss: 1.1526, grad_norm: 6.7878 2020-10-03 14:43:36,626 - mmaction - INFO - Epoch [96][1340/1997] lr: 7.500e-05, eta: 2:31:42, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8823, loss_cls: 1.1519, loss: 1.1519, grad_norm: 6.8883 2020-10-03 14:43:58,184 - mmaction - INFO - Epoch [96][1360/1997] lr: 7.500e-05, eta: 2:31:21, time: 1.079, data_time: 0.003, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8813, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.9201 2020-10-03 14:44:19,470 - mmaction - INFO - Epoch [96][1380/1997] lr: 7.500e-05, eta: 2:31:00, time: 1.065, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8799, loss_cls: 1.1950, loss: 1.1950, grad_norm: 7.0294 2020-10-03 14:44:40,160 - mmaction - INFO - Epoch [96][1400/1997] lr: 7.500e-05, eta: 2:30:39, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8857, loss_cls: 1.2005, loss: 1.2005, grad_norm: 7.1313 2020-10-03 14:45:02,286 - mmaction - INFO - Epoch [96][1420/1997] lr: 7.500e-05, eta: 2:30:18, time: 1.107, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8878, loss_cls: 1.1401, loss: 1.1401, grad_norm: 6.9284 2020-10-03 14:45:23,033 - mmaction - INFO - Epoch [96][1440/1997] lr: 7.500e-05, eta: 2:29:57, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8971, loss_cls: 1.1137, loss: 1.1137, grad_norm: 6.7043 2020-10-03 14:45:45,202 - mmaction - INFO - Epoch [96][1460/1997] lr: 7.500e-05, eta: 2:29:36, time: 1.108, data_time: 0.002, memory: 8350, top1_acc: 0.7352, top5_acc: 0.8930, loss_cls: 1.1280, loss: 1.1280, grad_norm: 6.9618 2020-10-03 14:46:05,374 - mmaction - INFO - Epoch [96][1480/1997] lr: 7.500e-05, eta: 2:29:15, time: 1.010, data_time: 0.002, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8888, loss_cls: 1.1254, loss: 1.1254, grad_norm: 6.7947 2020-10-03 14:46:26,322 - mmaction - INFO - Epoch [96][1500/1997] lr: 7.500e-05, eta: 2:28:53, time: 1.046, data_time: 0.001, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8940, loss_cls: 1.1454, loss: 1.1454, grad_norm: 7.0592 2020-10-03 14:46:47,365 - mmaction - INFO - Epoch [96][1520/1997] lr: 7.500e-05, eta: 2:28:32, time: 1.053, data_time: 0.003, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8857, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.9675 2020-10-03 14:47:07,950 - mmaction - INFO - Epoch [96][1540/1997] lr: 7.500e-05, eta: 2:28:11, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.7107, top5_acc: 0.8865, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.9725 2020-10-03 14:47:28,648 - mmaction - INFO - Epoch [96][1560/1997] lr: 7.500e-05, eta: 2:27:50, time: 1.034, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8867, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.9426 2020-10-03 14:47:50,082 - mmaction - INFO - Epoch [96][1580/1997] lr: 7.500e-05, eta: 2:27:29, time: 1.073, data_time: 0.008, memory: 8350, top1_acc: 0.7297, top5_acc: 0.8888, loss_cls: 1.1331, loss: 1.1331, grad_norm: 6.8753 2020-10-03 14:48:10,517 - mmaction - INFO - Epoch [96][1600/1997] lr: 7.500e-05, eta: 2:27:08, time: 1.022, data_time: 0.030, memory: 8350, top1_acc: 0.7049, top5_acc: 0.8784, loss_cls: 1.1987, loss: 1.1987, grad_norm: 7.0887 2020-10-03 14:48:32,027 - mmaction - INFO - Epoch [96][1620/1997] lr: 7.500e-05, eta: 2:26:47, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8870, loss_cls: 1.1620, loss: 1.1620, grad_norm: 7.0082 2020-10-03 14:48:53,954 - mmaction - INFO - Epoch [96][1640/1997] lr: 7.500e-05, eta: 2:26:26, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8880, loss_cls: 1.1550, loss: 1.1550, grad_norm: 6.8277 2020-10-03 14:49:14,547 - mmaction - INFO - Epoch [96][1660/1997] lr: 7.500e-05, eta: 2:26:05, time: 1.029, data_time: 0.050, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8818, loss_cls: 1.1794, loss: 1.1794, grad_norm: 6.8730 2020-10-03 14:49:35,901 - mmaction - INFO - Epoch [96][1680/1997] lr: 7.500e-05, eta: 2:25:44, time: 1.068, data_time: 0.144, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8878, loss_cls: 1.1507, loss: 1.1507, grad_norm: 7.0353 2020-10-03 14:49:56,946 - mmaction - INFO - Epoch [96][1700/1997] lr: 7.500e-05, eta: 2:25:23, time: 1.052, data_time: 0.047, memory: 8350, top1_acc: 0.7310, top5_acc: 0.8974, loss_cls: 1.1034, loss: 1.1034, grad_norm: 6.8180 2020-10-03 14:50:16,812 - mmaction - INFO - Epoch [96][1720/1997] lr: 7.500e-05, eta: 2:25:02, time: 0.995, data_time: 0.013, memory: 8350, top1_acc: 0.6990, top5_acc: 0.8839, loss_cls: 1.1982, loss: 1.1982, grad_norm: 7.1518 2020-10-03 14:50:38,444 - mmaction - INFO - Epoch [96][1740/1997] lr: 7.500e-05, eta: 2:24:41, time: 1.081, data_time: 0.226, memory: 8350, top1_acc: 0.7333, top5_acc: 0.8880, loss_cls: 1.1246, loss: 1.1246, grad_norm: 6.8617 2020-10-03 14:50:59,496 - mmaction - INFO - Epoch [96][1760/1997] lr: 7.500e-05, eta: 2:24:20, time: 1.052, data_time: 0.218, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8904, loss_cls: 1.1260, loss: 1.1260, grad_norm: 6.8406 2020-10-03 14:51:20,169 - mmaction - INFO - Epoch [96][1780/1997] lr: 7.500e-05, eta: 2:23:59, time: 1.033, data_time: 0.371, memory: 8350, top1_acc: 0.7310, top5_acc: 0.8914, loss_cls: 1.1035, loss: 1.1035, grad_norm: 6.7251 2020-10-03 14:51:40,784 - mmaction - INFO - Epoch [96][1800/1997] lr: 7.500e-05, eta: 2:23:38, time: 1.031, data_time: 0.215, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8857, loss_cls: 1.1647, loss: 1.1647, grad_norm: 7.0400 2020-10-03 14:52:02,051 - mmaction - INFO - Epoch [96][1820/1997] lr: 7.500e-05, eta: 2:23:16, time: 1.063, data_time: 0.013, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8893, loss_cls: 1.1509, loss: 1.1509, grad_norm: 6.9255 2020-10-03 14:52:23,252 - mmaction - INFO - Epoch [96][1840/1997] lr: 7.500e-05, eta: 2:22:55, time: 1.060, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8849, loss_cls: 1.2045, loss: 1.2045, grad_norm: 7.0327 2020-10-03 14:52:44,226 - mmaction - INFO - Epoch [96][1860/1997] lr: 7.500e-05, eta: 2:22:34, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8904, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.8512 2020-10-03 14:53:04,057 - mmaction - INFO - Epoch [96][1880/1997] lr: 7.500e-05, eta: 2:22:13, time: 0.991, data_time: 0.003, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8849, loss_cls: 1.1696, loss: 1.1696, grad_norm: 7.0730 2020-10-03 14:53:25,387 - mmaction - INFO - Epoch [96][1900/1997] lr: 7.500e-05, eta: 2:21:52, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8849, loss_cls: 1.1634, loss: 1.1634, grad_norm: 6.9482 2020-10-03 14:53:46,298 - mmaction - INFO - Epoch [96][1920/1997] lr: 7.500e-05, eta: 2:21:31, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8839, loss_cls: 1.1890, loss: 1.1890, grad_norm: 6.9894 2020-10-03 14:54:07,607 - mmaction - INFO - Epoch [96][1940/1997] lr: 7.500e-05, eta: 2:21:10, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8852, loss_cls: 1.1558, loss: 1.1558, grad_norm: 7.0079 2020-10-03 14:54:29,470 - mmaction - INFO - Epoch [96][1960/1997] lr: 7.500e-05, eta: 2:20:49, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0981, loss: 1.0981, grad_norm: 6.6630 2020-10-03 14:54:49,718 - mmaction - INFO - Epoch [96][1980/1997] lr: 7.500e-05, eta: 2:20:28, time: 1.012, data_time: 0.002, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.1263, loss: 1.1263, grad_norm: 6.8346 2020-10-03 14:55:07,971 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-10-03 14:55:52,753 - mmaction - INFO - Epoch [97][20/1997] lr: 7.500e-05, eta: 2:19:49, time: 2.185, data_time: 1.383, memory: 8350, top1_acc: 0.7336, top5_acc: 0.8982, loss_cls: 1.0740, loss: 1.0740, grad_norm: 6.7871 2020-10-03 14:56:15,345 - mmaction - INFO - Epoch [97][40/1997] lr: 7.500e-05, eta: 2:19:28, time: 1.130, data_time: 0.162, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8786, loss_cls: 1.1878, loss: 1.1878, grad_norm: 6.9719 2020-10-03 14:56:35,426 - mmaction - INFO - Epoch [97][60/1997] lr: 7.500e-05, eta: 2:19:07, time: 1.004, data_time: 0.001, memory: 8350, top1_acc: 0.7328, top5_acc: 0.8924, loss_cls: 1.1165, loss: 1.1165, grad_norm: 6.7911 2020-10-03 14:56:56,121 - mmaction - INFO - Epoch [97][80/1997] lr: 7.500e-05, eta: 2:18:46, time: 1.034, data_time: 0.006, memory: 8350, top1_acc: 0.7326, top5_acc: 0.8872, loss_cls: 1.1363, loss: 1.1363, grad_norm: 6.9892 2020-10-03 14:57:17,725 - mmaction - INFO - Epoch [97][100/1997] lr: 7.500e-05, eta: 2:18:25, time: 1.080, data_time: 0.004, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8846, loss_cls: 1.1674, loss: 1.1674, grad_norm: 6.8938 2020-10-03 14:57:37,800 - mmaction - INFO - Epoch [97][120/1997] lr: 7.500e-05, eta: 2:18:04, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8888, loss_cls: 1.1267, loss: 1.1267, grad_norm: 6.7992 2020-10-03 14:57:59,671 - mmaction - INFO - Epoch [97][140/1997] lr: 7.500e-05, eta: 2:17:43, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8849, loss_cls: 1.1539, loss: 1.1539, grad_norm: 6.9119 2020-10-03 14:58:21,213 - mmaction - INFO - Epoch [97][160/1997] lr: 7.500e-05, eta: 2:17:22, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8883, loss_cls: 1.1593, loss: 1.1593, grad_norm: 7.0487 2020-10-03 14:58:41,397 - mmaction - INFO - Epoch [97][180/1997] lr: 7.500e-05, eta: 2:17:01, time: 1.009, data_time: 0.002, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8852, loss_cls: 1.1524, loss: 1.1524, grad_norm: 6.9256 2020-10-03 14:59:02,982 - mmaction - INFO - Epoch [97][200/1997] lr: 7.500e-05, eta: 2:16:40, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8893, loss_cls: 1.1324, loss: 1.1324, grad_norm: 6.9073 2020-10-03 14:59:24,773 - mmaction - INFO - Epoch [97][220/1997] lr: 7.500e-05, eta: 2:16:19, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7310, top5_acc: 0.8883, loss_cls: 1.1117, loss: 1.1117, grad_norm: 6.9018 2020-10-03 14:59:44,730 - mmaction - INFO - Epoch [97][240/1997] lr: 7.500e-05, eta: 2:15:58, time: 0.997, data_time: 0.001, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8898, loss_cls: 1.1425, loss: 1.1425, grad_norm: 6.8273 2020-10-03 15:00:06,745 - mmaction - INFO - Epoch [97][260/1997] lr: 7.500e-05, eta: 2:15:37, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.7352, top5_acc: 0.8995, loss_cls: 1.0899, loss: 1.0899, grad_norm: 6.7045 2020-10-03 15:00:27,961 - mmaction - INFO - Epoch [97][280/1997] lr: 7.500e-05, eta: 2:15:16, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8893, loss_cls: 1.1322, loss: 1.1322, grad_norm: 6.7105 2020-10-03 15:00:49,413 - mmaction - INFO - Epoch [97][300/1997] lr: 7.500e-05, eta: 2:14:54, time: 1.074, data_time: 0.003, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8945, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.7049 2020-10-03 15:01:09,382 - mmaction - INFO - Epoch [97][320/1997] lr: 7.500e-05, eta: 2:14:33, time: 0.998, data_time: 0.001, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8872, loss_cls: 1.1386, loss: 1.1386, grad_norm: 6.9213 2020-10-03 15:01:31,027 - mmaction - INFO - Epoch [97][340/1997] lr: 7.500e-05, eta: 2:14:12, time: 1.081, data_time: 0.001, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8932, loss_cls: 1.1122, loss: 1.1122, grad_norm: 6.8763 2020-10-03 15:01:51,830 - mmaction - INFO - Epoch [97][360/1997] lr: 7.500e-05, eta: 2:13:51, time: 1.040, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1655, loss: 1.1655, grad_norm: 7.1189 2020-10-03 15:02:12,281 - mmaction - INFO - Epoch [97][380/1997] lr: 7.500e-05, eta: 2:13:30, time: 1.023, data_time: 0.002, memory: 8350, top1_acc: 0.7315, top5_acc: 0.8836, loss_cls: 1.1462, loss: 1.1462, grad_norm: 6.6835 2020-10-03 15:02:33,838 - mmaction - INFO - Epoch [97][400/1997] lr: 7.500e-05, eta: 2:13:09, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8909, loss_cls: 1.1386, loss: 1.1386, grad_norm: 7.0101 2020-10-03 15:02:55,202 - mmaction - INFO - Epoch [97][420/1997] lr: 7.500e-05, eta: 2:12:48, time: 1.069, data_time: 0.003, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8901, loss_cls: 1.1475, loss: 1.1475, grad_norm: 6.8188 2020-10-03 15:03:16,230 - mmaction - INFO - Epoch [97][440/1997] lr: 7.500e-05, eta: 2:12:27, time: 1.051, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8878, loss_cls: 1.1630, loss: 1.1630, grad_norm: 7.0512 2020-10-03 15:03:36,325 - mmaction - INFO - Epoch [97][460/1997] lr: 7.500e-05, eta: 2:12:06, time: 1.006, data_time: 0.003, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1549, loss: 1.1549, grad_norm: 6.9600 2020-10-03 15:03:58,868 - mmaction - INFO - Epoch [97][480/1997] lr: 7.500e-05, eta: 2:11:45, time: 1.126, data_time: 0.001, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8875, loss_cls: 1.1571, loss: 1.1571, grad_norm: 6.9776 2020-10-03 15:04:20,711 - mmaction - INFO - Epoch [97][500/1997] lr: 7.500e-05, eta: 2:11:24, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1589, loss: 1.1589, grad_norm: 6.9189 2020-10-03 15:04:40,230 - mmaction - INFO - Epoch [97][520/1997] lr: 7.500e-05, eta: 2:11:03, time: 0.976, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8865, loss_cls: 1.1618, loss: 1.1618, grad_norm: 6.9542 2020-10-03 15:05:01,826 - mmaction - INFO - Epoch [97][540/1997] lr: 7.500e-05, eta: 2:10:42, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8919, loss_cls: 1.1346, loss: 1.1346, grad_norm: 7.0321 2020-10-03 15:05:23,691 - mmaction - INFO - Epoch [97][560/1997] lr: 7.500e-05, eta: 2:10:21, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8893, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.9997 2020-10-03 15:05:43,169 - mmaction - INFO - Epoch [97][580/1997] lr: 7.500e-05, eta: 2:10:00, time: 0.974, data_time: 0.003, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8901, loss_cls: 1.1326, loss: 1.1326, grad_norm: 6.9812 2020-10-03 15:06:04,427 - mmaction - INFO - Epoch [97][600/1997] lr: 7.500e-05, eta: 2:09:39, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8841, loss_cls: 1.1615, loss: 1.1615, grad_norm: 6.9335 2020-10-03 15:06:25,063 - mmaction - INFO - Epoch [97][620/1997] lr: 7.500e-05, eta: 2:09:17, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1536, loss: 1.1536, grad_norm: 6.8693 2020-10-03 15:06:46,971 - mmaction - INFO - Epoch [97][640/1997] lr: 7.500e-05, eta: 2:08:56, time: 1.096, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8812, loss_cls: 1.1803, loss: 1.1803, grad_norm: 6.8027 2020-10-03 15:07:08,262 - mmaction - INFO - Epoch [97][660/1997] lr: 7.500e-05, eta: 2:08:35, time: 1.064, data_time: 0.002, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8885, loss_cls: 1.1621, loss: 1.1621, grad_norm: 7.0971 2020-10-03 15:07:28,712 - mmaction - INFO - Epoch [97][680/1997] lr: 7.500e-05, eta: 2:08:14, time: 1.023, data_time: 0.003, memory: 8350, top1_acc: 0.7310, top5_acc: 0.8953, loss_cls: 1.1155, loss: 1.1155, grad_norm: 6.9122 2020-10-03 15:07:49,070 - mmaction - INFO - Epoch [97][700/1997] lr: 7.500e-05, eta: 2:07:53, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8812, loss_cls: 1.2130, loss: 1.2130, grad_norm: 7.2247 2020-10-03 15:08:10,293 - mmaction - INFO - Epoch [97][720/1997] lr: 7.500e-05, eta: 2:07:32, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8917, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.9232 2020-10-03 15:08:31,382 - mmaction - INFO - Epoch [97][740/1997] lr: 7.500e-05, eta: 2:07:11, time: 1.054, data_time: 0.001, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8883, loss_cls: 1.1400, loss: 1.1400, grad_norm: 6.8730 2020-10-03 15:08:52,410 - mmaction - INFO - Epoch [97][760/1997] lr: 7.500e-05, eta: 2:06:50, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8927, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.8732 2020-10-03 15:09:12,913 - mmaction - INFO - Epoch [97][780/1997] lr: 7.500e-05, eta: 2:06:29, time: 1.026, data_time: 0.003, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8919, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.9205 2020-10-03 15:09:34,794 - mmaction - INFO - Epoch [97][800/1997] lr: 7.500e-05, eta: 2:06:08, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8945, loss_cls: 1.1564, loss: 1.1564, grad_norm: 7.0562 2020-10-03 15:09:55,433 - mmaction - INFO - Epoch [97][820/1997] lr: 7.500e-05, eta: 2:05:47, time: 1.032, data_time: 0.002, memory: 8350, top1_acc: 0.7042, top5_acc: 0.8844, loss_cls: 1.1818, loss: 1.1818, grad_norm: 7.0591 2020-10-03 15:10:16,472 - mmaction - INFO - Epoch [97][840/1997] lr: 7.500e-05, eta: 2:05:26, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8927, loss_cls: 1.1275, loss: 1.1275, grad_norm: 6.8725 2020-10-03 15:10:37,444 - mmaction - INFO - Epoch [97][860/1997] lr: 7.500e-05, eta: 2:05:05, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1724, loss: 1.1724, grad_norm: 6.9849 2020-10-03 15:10:58,714 - mmaction - INFO - Epoch [97][880/1997] lr: 7.500e-05, eta: 2:04:44, time: 1.063, data_time: 0.001, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8862, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.9071 2020-10-03 15:11:19,658 - mmaction - INFO - Epoch [97][900/1997] lr: 7.500e-05, eta: 2:04:23, time: 1.045, data_time: 0.002, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8974, loss_cls: 1.1328, loss: 1.1328, grad_norm: 7.0103 2020-10-03 15:11:40,933 - mmaction - INFO - Epoch [97][920/1997] lr: 7.500e-05, eta: 2:04:02, time: 1.066, data_time: 0.004, memory: 8350, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1888, loss: 1.1888, grad_norm: 7.0040 2020-10-03 15:12:01,425 - mmaction - INFO - Epoch [97][940/1997] lr: 7.500e-05, eta: 2:03:41, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7352, top5_acc: 0.8904, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.8337 2020-10-03 15:12:23,067 - mmaction - INFO - Epoch [97][960/1997] lr: 7.500e-05, eta: 2:03:19, time: 1.083, data_time: 0.002, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8896, loss_cls: 1.1181, loss: 1.1181, grad_norm: 6.7830 2020-10-03 15:12:43,505 - mmaction - INFO - Epoch [97][980/1997] lr: 7.500e-05, eta: 2:02:58, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8924, loss_cls: 1.1328, loss: 1.1328, grad_norm: 7.0401 2020-10-03 15:13:04,110 - mmaction - INFO - Epoch [97][1000/1997] lr: 7.500e-05, eta: 2:02:37, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8826, loss_cls: 1.1702, loss: 1.1702, grad_norm: 7.0416 2020-10-03 15:13:25,086 - mmaction - INFO - Epoch [97][1020/1997] lr: 7.500e-05, eta: 2:02:16, time: 1.049, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8878, loss_cls: 1.1759, loss: 1.1759, grad_norm: 6.9454 2020-10-03 15:13:46,080 - mmaction - INFO - Epoch [97][1040/1997] lr: 7.500e-05, eta: 2:01:55, time: 1.050, data_time: 0.002, memory: 8350, top1_acc: 0.7323, top5_acc: 0.8930, loss_cls: 1.1187, loss: 1.1187, grad_norm: 6.6993 2020-10-03 15:14:08,120 - mmaction - INFO - Epoch [97][1060/1997] lr: 7.500e-05, eta: 2:01:34, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.7065, top5_acc: 0.8820, loss_cls: 1.1976, loss: 1.1976, grad_norm: 7.0209 2020-10-03 15:14:27,998 - mmaction - INFO - Epoch [97][1080/1997] lr: 7.500e-05, eta: 2:01:13, time: 0.994, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8924, loss_cls: 1.1326, loss: 1.1326, grad_norm: 6.9228 2020-10-03 15:14:48,948 - mmaction - INFO - Epoch [97][1100/1997] lr: 7.500e-05, eta: 2:00:52, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8831, loss_cls: 1.1618, loss: 1.1618, grad_norm: 6.9491 2020-10-03 15:15:09,487 - mmaction - INFO - Epoch [97][1120/1997] lr: 7.500e-05, eta: 2:00:31, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8938, loss_cls: 1.1384, loss: 1.1384, grad_norm: 6.9442 2020-10-03 15:15:29,935 - mmaction - INFO - Epoch [97][1140/1997] lr: 7.500e-05, eta: 2:00:10, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8893, loss_cls: 1.1425, loss: 1.1425, grad_norm: 7.0209 2020-10-03 15:15:51,890 - mmaction - INFO - Epoch [97][1160/1997] lr: 7.500e-05, eta: 1:59:49, time: 1.097, data_time: 0.001, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8828, loss_cls: 1.1461, loss: 1.1461, grad_norm: 6.9239 2020-10-03 15:16:11,736 - mmaction - INFO - Epoch [97][1180/1997] lr: 7.500e-05, eta: 1:59:28, time: 0.992, data_time: 0.002, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8917, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.9441 2020-10-03 15:16:34,384 - mmaction - INFO - Epoch [97][1200/1997] lr: 7.500e-05, eta: 1:59:07, time: 1.132, data_time: 0.002, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8870, loss_cls: 1.1702, loss: 1.1702, grad_norm: 7.0323 2020-10-03 15:16:54,443 - mmaction - INFO - Epoch [97][1220/1997] lr: 7.500e-05, eta: 1:58:46, time: 1.004, data_time: 0.002, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1486, loss: 1.1486, grad_norm: 6.9348 2020-10-03 15:17:15,900 - mmaction - INFO - Epoch [97][1240/1997] lr: 7.500e-05, eta: 1:58:25, time: 1.072, data_time: 0.001, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8815, loss_cls: 1.1799, loss: 1.1799, grad_norm: 6.9948 2020-10-03 15:17:35,694 - mmaction - INFO - Epoch [97][1260/1997] lr: 7.500e-05, eta: 1:58:04, time: 0.989, data_time: 0.107, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8888, loss_cls: 1.1758, loss: 1.1758, grad_norm: 7.0867 2020-10-03 15:17:56,389 - mmaction - INFO - Epoch [97][1280/1997] lr: 7.500e-05, eta: 1:57:42, time: 1.035, data_time: 0.143, memory: 8350, top1_acc: 0.7312, top5_acc: 0.8943, loss_cls: 1.1153, loss: 1.1153, grad_norm: 6.9060 2020-10-03 15:18:17,248 - mmaction - INFO - Epoch [97][1300/1997] lr: 7.500e-05, eta: 1:57:21, time: 1.042, data_time: 0.150, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.1222, loss: 1.1222, grad_norm: 6.7582 2020-10-03 15:18:39,249 - mmaction - INFO - Epoch [97][1320/1997] lr: 7.500e-05, eta: 1:57:00, time: 1.101, data_time: 0.005, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8932, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.8793 2020-10-03 15:18:58,925 - mmaction - INFO - Epoch [97][1340/1997] lr: 7.500e-05, eta: 1:56:39, time: 0.984, data_time: 0.002, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8870, loss_cls: 1.1657, loss: 1.1657, grad_norm: 6.9205 2020-10-03 15:19:20,874 - mmaction - INFO - Epoch [97][1360/1997] lr: 7.500e-05, eta: 1:56:18, time: 1.097, data_time: 0.002, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8909, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.9896 2020-10-03 15:19:40,972 - mmaction - INFO - Epoch [97][1380/1997] lr: 7.500e-05, eta: 1:55:57, time: 1.005, data_time: 0.002, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8833, loss_cls: 1.1866, loss: 1.1866, grad_norm: 7.0138 2020-10-03 15:20:02,051 - mmaction - INFO - Epoch [97][1400/1997] lr: 7.500e-05, eta: 1:55:36, time: 1.053, data_time: 0.001, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8841, loss_cls: 1.1532, loss: 1.1532, grad_norm: 7.0611 2020-10-03 15:20:22,488 - mmaction - INFO - Epoch [97][1420/1997] lr: 7.500e-05, eta: 1:55:15, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8984, loss_cls: 1.1142, loss: 1.1142, grad_norm: 6.7380 2020-10-03 15:20:44,686 - mmaction - INFO - Epoch [97][1440/1997] lr: 7.500e-05, eta: 1:54:54, time: 1.109, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8917, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.9403 2020-10-03 15:21:06,055 - mmaction - INFO - Epoch [97][1460/1997] lr: 7.500e-05, eta: 1:54:33, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8888, loss_cls: 1.1323, loss: 1.1323, grad_norm: 6.9205 2020-10-03 15:21:26,161 - mmaction - INFO - Epoch [97][1480/1997] lr: 7.500e-05, eta: 1:54:12, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8854, loss_cls: 1.1461, loss: 1.1461, grad_norm: 6.9014 2020-10-03 15:21:47,834 - mmaction - INFO - Epoch [97][1500/1997] lr: 7.500e-05, eta: 1:53:51, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8932, loss_cls: 1.1222, loss: 1.1222, grad_norm: 6.9129 2020-10-03 15:22:07,359 - mmaction - INFO - Epoch [97][1520/1997] lr: 7.500e-05, eta: 1:53:30, time: 0.976, data_time: 0.036, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8919, loss_cls: 1.1298, loss: 1.1298, grad_norm: 6.9046 2020-10-03 15:22:28,918 - mmaction - INFO - Epoch [97][1540/1997] lr: 7.500e-05, eta: 1:53:09, time: 1.078, data_time: 0.021, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8862, loss_cls: 1.1698, loss: 1.1698, grad_norm: 7.0825 2020-10-03 15:22:50,461 - mmaction - INFO - Epoch [97][1560/1997] lr: 7.500e-05, eta: 1:52:48, time: 1.076, data_time: 0.004, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8839, loss_cls: 1.1751, loss: 1.1751, grad_norm: 7.0764 2020-10-03 15:23:11,405 - mmaction - INFO - Epoch [97][1580/1997] lr: 7.500e-05, eta: 1:52:27, time: 1.049, data_time: 0.180, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8927, loss_cls: 1.1283, loss: 1.1283, grad_norm: 6.9073 2020-10-03 15:23:32,182 - mmaction - INFO - Epoch [97][1600/1997] lr: 7.500e-05, eta: 1:52:05, time: 1.038, data_time: 0.273, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8854, loss_cls: 1.1649, loss: 1.1649, grad_norm: 6.9650 2020-10-03 15:23:52,741 - mmaction - INFO - Epoch [97][1620/1997] lr: 7.500e-05, eta: 1:51:44, time: 1.028, data_time: 0.219, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8880, loss_cls: 1.1528, loss: 1.1528, grad_norm: 7.0157 2020-10-03 15:24:12,704 - mmaction - INFO - Epoch [97][1640/1997] lr: 7.500e-05, eta: 1:51:23, time: 0.998, data_time: 0.166, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8872, loss_cls: 1.1282, loss: 1.1282, grad_norm: 6.8381 2020-10-03 15:24:34,536 - mmaction - INFO - Epoch [97][1660/1997] lr: 7.500e-05, eta: 1:51:02, time: 1.092, data_time: 0.003, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1077, loss: 1.1077, grad_norm: 6.8093 2020-10-03 15:24:54,651 - mmaction - INFO - Epoch [97][1680/1997] lr: 7.500e-05, eta: 1:50:41, time: 1.006, data_time: 0.055, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8904, loss_cls: 1.1623, loss: 1.1623, grad_norm: 6.9418 2020-10-03 15:25:16,989 - mmaction - INFO - Epoch [97][1700/1997] lr: 7.500e-05, eta: 1:50:20, time: 1.116, data_time: 0.002, memory: 8350, top1_acc: 0.7336, top5_acc: 0.8958, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.9980 2020-10-03 15:25:37,733 - mmaction - INFO - Epoch [97][1720/1997] lr: 7.500e-05, eta: 1:49:59, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8852, loss_cls: 1.1537, loss: 1.1537, grad_norm: 6.9392 2020-10-03 15:25:57,852 - mmaction - INFO - Epoch [97][1740/1997] lr: 7.500e-05, eta: 1:49:38, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1256, loss: 1.1256, grad_norm: 6.9037 2020-10-03 15:26:19,183 - mmaction - INFO - Epoch [97][1760/1997] lr: 7.500e-05, eta: 1:49:17, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8911, loss_cls: 1.1201, loss: 1.1201, grad_norm: 6.9355 2020-10-03 15:26:40,541 - mmaction - INFO - Epoch [97][1780/1997] lr: 7.500e-05, eta: 1:48:56, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8885, loss_cls: 1.1725, loss: 1.1725, grad_norm: 7.1113 2020-10-03 15:27:02,335 - mmaction - INFO - Epoch [97][1800/1997] lr: 7.500e-05, eta: 1:48:35, time: 1.089, data_time: 0.001, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.1201, loss: 1.1201, grad_norm: 6.8657 2020-10-03 15:27:24,026 - mmaction - INFO - Epoch [97][1820/1997] lr: 7.500e-05, eta: 1:48:14, time: 1.085, data_time: 0.002, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8906, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.7022 2020-10-03 15:27:44,100 - mmaction - INFO - Epoch [97][1840/1997] lr: 7.500e-05, eta: 1:47:53, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8831, loss_cls: 1.1538, loss: 1.1538, grad_norm: 6.8454 2020-10-03 15:28:07,390 - mmaction - INFO - Epoch [97][1860/1997] lr: 7.500e-05, eta: 1:47:32, time: 1.166, data_time: 0.002, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8844, loss_cls: 1.1323, loss: 1.1323, grad_norm: 6.8431 2020-10-03 15:28:28,319 - mmaction - INFO - Epoch [97][1880/1997] lr: 7.500e-05, eta: 1:47:11, time: 1.046, data_time: 0.002, memory: 8350, top1_acc: 0.7057, top5_acc: 0.8839, loss_cls: 1.1909, loss: 1.1909, grad_norm: 7.0726 2020-10-03 15:28:48,590 - mmaction - INFO - Epoch [97][1900/1997] lr: 7.500e-05, eta: 1:46:50, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8862, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.9152 2020-10-03 15:29:10,215 - mmaction - INFO - Epoch [97][1920/1997] lr: 7.500e-05, eta: 1:46:29, time: 1.082, data_time: 0.003, memory: 8350, top1_acc: 0.7073, top5_acc: 0.8865, loss_cls: 1.1867, loss: 1.1867, grad_norm: 6.9734 2020-10-03 15:29:30,331 - mmaction - INFO - Epoch [97][1940/1997] lr: 7.500e-05, eta: 1:46:07, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.7135, top5_acc: 0.8977, loss_cls: 1.1594, loss: 1.1594, grad_norm: 7.0722 2020-10-03 15:29:52,404 - mmaction - INFO - Epoch [97][1960/1997] lr: 7.500e-05, eta: 1:45:46, time: 1.103, data_time: 0.001, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8935, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.9800 2020-10-03 15:30:13,386 - mmaction - INFO - Epoch [97][1980/1997] lr: 7.500e-05, eta: 1:45:25, time: 1.049, data_time: 0.018, memory: 8350, top1_acc: 0.7232, top5_acc: 0.8911, loss_cls: 1.1284, loss: 1.1284, grad_norm: 6.9667 2020-10-03 15:30:32,116 - mmaction - INFO - Saving checkpoint at 97 epochs 2020-10-03 15:31:20,283 - mmaction - INFO - Epoch [98][20/1997] lr: 7.500e-05, eta: 1:44:47, time: 2.340, data_time: 1.683, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8919, loss_cls: 1.1410, loss: 1.1410, grad_norm: 6.9174 2020-10-03 15:31:41,396 - mmaction - INFO - Epoch [98][40/1997] lr: 7.500e-05, eta: 1:44:26, time: 1.055, data_time: 0.357, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1394, loss: 1.1394, grad_norm: 6.9582 2020-10-03 15:32:01,552 - mmaction - INFO - Epoch [98][60/1997] lr: 7.500e-05, eta: 1:44:05, time: 1.007, data_time: 0.259, memory: 8350, top1_acc: 0.7294, top5_acc: 0.9008, loss_cls: 1.0806, loss: 1.0806, grad_norm: 6.8163 2020-10-03 15:32:23,128 - mmaction - INFO - Epoch [98][80/1997] lr: 7.500e-05, eta: 1:43:43, time: 1.079, data_time: 0.456, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8872, loss_cls: 1.1430, loss: 1.1430, grad_norm: 6.7864 2020-10-03 15:32:44,546 - mmaction - INFO - Epoch [98][100/1997] lr: 7.500e-05, eta: 1:43:22, time: 1.071, data_time: 0.456, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8953, loss_cls: 1.1323, loss: 1.1323, grad_norm: 6.8436 2020-10-03 15:33:04,246 - mmaction - INFO - Epoch [98][120/1997] lr: 7.500e-05, eta: 1:43:01, time: 0.985, data_time: 0.297, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1340, loss: 1.1340, grad_norm: 6.9562 2020-10-03 15:33:25,745 - mmaction - INFO - Epoch [98][140/1997] lr: 7.500e-05, eta: 1:42:40, time: 1.074, data_time: 0.438, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8979, loss_cls: 1.1078, loss: 1.1078, grad_norm: 6.7821 2020-10-03 15:33:48,437 - mmaction - INFO - Epoch [98][160/1997] lr: 7.500e-05, eta: 1:42:19, time: 1.136, data_time: 0.487, memory: 8350, top1_acc: 0.7401, top5_acc: 0.8948, loss_cls: 1.0990, loss: 1.0990, grad_norm: 6.6972 2020-10-03 15:34:07,960 - mmaction - INFO - Epoch [98][180/1997] lr: 7.500e-05, eta: 1:41:58, time: 0.975, data_time: 0.358, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1461, loss: 1.1461, grad_norm: 6.8844 2020-10-03 15:34:30,427 - mmaction - INFO - Epoch [98][200/1997] lr: 7.500e-05, eta: 1:41:37, time: 1.123, data_time: 0.504, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1371, loss: 1.1371, grad_norm: 6.9610 2020-10-03 15:34:52,004 - mmaction - INFO - Epoch [98][220/1997] lr: 7.500e-05, eta: 1:41:16, time: 1.080, data_time: 0.470, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8875, loss_cls: 1.1137, loss: 1.1137, grad_norm: 6.7605 2020-10-03 15:35:12,435 - mmaction - INFO - Epoch [98][240/1997] lr: 7.500e-05, eta: 1:40:55, time: 1.021, data_time: 0.406, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8799, loss_cls: 1.1642, loss: 1.1642, grad_norm: 7.0467 2020-10-03 15:35:33,971 - mmaction - INFO - Epoch [98][260/1997] lr: 7.500e-05, eta: 1:40:34, time: 1.077, data_time: 0.464, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8878, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.8591 2020-10-03 15:35:54,203 - mmaction - INFO - Epoch [98][280/1997] lr: 7.500e-05, eta: 1:40:13, time: 1.012, data_time: 0.388, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8922, loss_cls: 1.1323, loss: 1.1323, grad_norm: 6.8695 2020-10-03 15:36:15,482 - mmaction - INFO - Epoch [98][300/1997] lr: 7.500e-05, eta: 1:39:52, time: 1.064, data_time: 0.096, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8878, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.8561 2020-10-03 15:36:37,509 - mmaction - INFO - Epoch [98][320/1997] lr: 7.500e-05, eta: 1:39:31, time: 1.101, data_time: 0.002, memory: 8350, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.2200, loss: 1.2200, grad_norm: 7.1251 2020-10-03 15:36:58,184 - mmaction - INFO - Epoch [98][340/1997] lr: 7.500e-05, eta: 1:39:10, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8799, loss_cls: 1.1892, loss: 1.1892, grad_norm: 6.9284 2020-10-03 15:37:18,845 - mmaction - INFO - Epoch [98][360/1997] lr: 7.500e-05, eta: 1:38:49, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8839, loss_cls: 1.1806, loss: 1.1806, grad_norm: 6.9270 2020-10-03 15:37:39,495 - mmaction - INFO - Epoch [98][380/1997] lr: 7.500e-05, eta: 1:38:28, time: 1.033, data_time: 0.003, memory: 8350, top1_acc: 0.7349, top5_acc: 0.8919, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.8985 2020-10-03 15:38:01,169 - mmaction - INFO - Epoch [98][400/1997] lr: 7.500e-05, eta: 1:38:07, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1225, loss: 1.1225, grad_norm: 6.9491 2020-10-03 15:38:21,870 - mmaction - INFO - Epoch [98][420/1997] lr: 7.500e-05, eta: 1:37:46, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8953, loss_cls: 1.1216, loss: 1.1216, grad_norm: 6.9359 2020-10-03 15:38:44,116 - mmaction - INFO - Epoch [98][440/1997] lr: 7.500e-05, eta: 1:37:24, time: 1.112, data_time: 0.002, memory: 8350, top1_acc: 0.7310, top5_acc: 0.8943, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.9172 2020-10-03 15:39:04,132 - mmaction - INFO - Epoch [98][460/1997] lr: 7.500e-05, eta: 1:37:03, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8862, loss_cls: 1.1497, loss: 1.1497, grad_norm: 7.0012 2020-10-03 15:39:25,639 - mmaction - INFO - Epoch [98][480/1997] lr: 7.500e-05, eta: 1:36:42, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8911, loss_cls: 1.1399, loss: 1.1399, grad_norm: 7.0063 2020-10-03 15:39:46,031 - mmaction - INFO - Epoch [98][500/1997] lr: 7.500e-05, eta: 1:36:21, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8826, loss_cls: 1.1602, loss: 1.1602, grad_norm: 6.9941 2020-10-03 15:40:07,488 - mmaction - INFO - Epoch [98][520/1997] lr: 7.500e-05, eta: 1:36:00, time: 1.073, data_time: 0.001, memory: 8350, top1_acc: 0.7362, top5_acc: 0.8922, loss_cls: 1.0957, loss: 1.0957, grad_norm: 6.7562 2020-10-03 15:40:28,251 - mmaction - INFO - Epoch [98][540/1997] lr: 7.500e-05, eta: 1:35:39, time: 1.038, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8896, loss_cls: 1.1287, loss: 1.1287, grad_norm: 7.0143 2020-10-03 15:40:49,879 - mmaction - INFO - Epoch [98][560/1997] lr: 7.500e-05, eta: 1:35:18, time: 1.081, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8901, loss_cls: 1.1613, loss: 1.1613, grad_norm: 6.9461 2020-10-03 15:41:10,715 - mmaction - INFO - Epoch [98][580/1997] lr: 7.500e-05, eta: 1:34:57, time: 1.043, data_time: 0.003, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8872, loss_cls: 1.1730, loss: 1.1730, grad_norm: 7.1427 2020-10-03 15:41:32,020 - mmaction - INFO - Epoch [98][600/1997] lr: 7.500e-05, eta: 1:34:36, time: 1.065, data_time: 0.004, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8901, loss_cls: 1.1575, loss: 1.1575, grad_norm: 6.9879 2020-10-03 15:41:52,145 - mmaction - INFO - Epoch [98][620/1997] lr: 7.500e-05, eta: 1:34:15, time: 1.006, data_time: 0.093, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8901, loss_cls: 1.1295, loss: 1.1295, grad_norm: 6.9572 2020-10-03 15:42:13,114 - mmaction - INFO - Epoch [98][640/1997] lr: 7.500e-05, eta: 1:33:54, time: 1.050, data_time: 0.018, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8922, loss_cls: 1.1458, loss: 1.1458, grad_norm: 7.0458 2020-10-03 15:42:34,082 - mmaction - INFO - Epoch [98][660/1997] lr: 7.500e-05, eta: 1:33:33, time: 1.046, data_time: 0.075, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8969, loss_cls: 1.1112, loss: 1.1112, grad_norm: 6.8155 2020-10-03 15:42:55,282 - mmaction - INFO - Epoch [98][680/1997] lr: 7.500e-05, eta: 1:33:12, time: 1.062, data_time: 0.401, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8844, loss_cls: 1.1824, loss: 1.1824, grad_norm: 7.0673 2020-10-03 15:43:16,185 - mmaction - INFO - Epoch [98][700/1997] lr: 7.500e-05, eta: 1:32:51, time: 1.045, data_time: 0.124, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8826, loss_cls: 1.1701, loss: 1.1701, grad_norm: 7.0610 2020-10-03 15:43:37,892 - mmaction - INFO - Epoch [98][720/1997] lr: 7.500e-05, eta: 1:32:30, time: 1.086, data_time: 0.296, memory: 8350, top1_acc: 0.7315, top5_acc: 0.8911, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.7363 2020-10-03 15:43:58,212 - mmaction - INFO - Epoch [98][740/1997] lr: 7.500e-05, eta: 1:32:09, time: 1.015, data_time: 0.212, memory: 8350, top1_acc: 0.7326, top5_acc: 0.8885, loss_cls: 1.1320, loss: 1.1320, grad_norm: 6.9757 2020-10-03 15:44:18,703 - mmaction - INFO - Epoch [98][760/1997] lr: 7.500e-05, eta: 1:31:47, time: 1.025, data_time: 0.332, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8909, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.9482 2020-10-03 15:44:40,508 - mmaction - INFO - Epoch [98][780/1997] lr: 7.500e-05, eta: 1:31:26, time: 1.090, data_time: 0.471, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8865, loss_cls: 1.1655, loss: 1.1655, grad_norm: 6.9116 2020-10-03 15:45:02,779 - mmaction - INFO - Epoch [98][800/1997] lr: 7.500e-05, eta: 1:31:05, time: 1.114, data_time: 0.494, memory: 8350, top1_acc: 0.7349, top5_acc: 0.8896, loss_cls: 1.1231, loss: 1.1231, grad_norm: 6.7182 2020-10-03 15:45:24,024 - mmaction - INFO - Epoch [98][820/1997] lr: 7.500e-05, eta: 1:30:44, time: 1.062, data_time: 0.447, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8938, loss_cls: 1.1358, loss: 1.1358, grad_norm: 6.8737 2020-10-03 15:45:45,532 - mmaction - INFO - Epoch [98][840/1997] lr: 7.500e-05, eta: 1:30:23, time: 1.075, data_time: 0.461, memory: 8350, top1_acc: 0.7328, top5_acc: 0.8891, loss_cls: 1.1310, loss: 1.1310, grad_norm: 6.8429 2020-10-03 15:46:06,896 - mmaction - INFO - Epoch [98][860/1997] lr: 7.500e-05, eta: 1:30:02, time: 1.069, data_time: 0.450, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8927, loss_cls: 1.1339, loss: 1.1339, grad_norm: 6.9022 2020-10-03 15:46:26,642 - mmaction - INFO - Epoch [98][880/1997] lr: 7.500e-05, eta: 1:29:41, time: 0.986, data_time: 0.240, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8935, loss_cls: 1.1206, loss: 1.1206, grad_norm: 6.8374 2020-10-03 15:46:48,335 - mmaction - INFO - Epoch [98][900/1997] lr: 7.500e-05, eta: 1:29:20, time: 1.085, data_time: 0.015, memory: 8350, top1_acc: 0.7122, top5_acc: 0.8883, loss_cls: 1.1581, loss: 1.1581, grad_norm: 7.0763 2020-10-03 15:47:09,259 - mmaction - INFO - Epoch [98][920/1997] lr: 7.500e-05, eta: 1:28:59, time: 1.047, data_time: 0.003, memory: 8350, top1_acc: 0.7214, top5_acc: 0.8859, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.9181 2020-10-03 15:47:30,617 - mmaction - INFO - Epoch [98][940/1997] lr: 7.500e-05, eta: 1:28:38, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8893, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.9012 2020-10-03 15:47:50,399 - mmaction - INFO - Epoch [98][960/1997] lr: 7.500e-05, eta: 1:28:17, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8922, loss_cls: 1.1124, loss: 1.1124, grad_norm: 6.7226 2020-10-03 15:48:12,274 - mmaction - INFO - Epoch [98][980/1997] lr: 7.500e-05, eta: 1:27:56, time: 1.095, data_time: 0.003, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8891, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.7553 2020-10-03 15:48:33,093 - mmaction - INFO - Epoch [98][1000/1997] lr: 7.500e-05, eta: 1:27:35, time: 1.042, data_time: 0.003, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8964, loss_cls: 1.1123, loss: 1.1123, grad_norm: 6.9341 2020-10-03 15:48:54,397 - mmaction - INFO - Epoch [98][1020/1997] lr: 7.500e-05, eta: 1:27:14, time: 1.065, data_time: 0.001, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8878, loss_cls: 1.1551, loss: 1.1551, grad_norm: 7.0311 2020-10-03 15:49:15,121 - mmaction - INFO - Epoch [98][1040/1997] lr: 7.500e-05, eta: 1:26:53, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8971, loss_cls: 1.1066, loss: 1.1066, grad_norm: 6.8221 2020-10-03 15:49:36,146 - mmaction - INFO - Epoch [98][1060/1997] lr: 7.500e-05, eta: 1:26:32, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7286, top5_acc: 0.8927, loss_cls: 1.1141, loss: 1.1141, grad_norm: 6.8630 2020-10-03 15:49:57,013 - mmaction - INFO - Epoch [98][1080/1997] lr: 7.500e-05, eta: 1:26:11, time: 1.043, data_time: 0.001, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8964, loss_cls: 1.1418, loss: 1.1418, grad_norm: 6.8083 2020-10-03 15:50:17,708 - mmaction - INFO - Epoch [98][1100/1997] lr: 7.500e-05, eta: 1:25:49, time: 1.035, data_time: 0.007, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1264, loss: 1.1264, grad_norm: 7.0015 2020-10-03 15:50:38,669 - mmaction - INFO - Epoch [98][1120/1997] lr: 7.500e-05, eta: 1:25:28, time: 1.048, data_time: 0.003, memory: 8350, top1_acc: 0.7336, top5_acc: 0.9029, loss_cls: 1.0867, loss: 1.0867, grad_norm: 6.7584 2020-10-03 15:51:00,306 - mmaction - INFO - Epoch [98][1140/1997] lr: 7.500e-05, eta: 1:25:07, time: 1.081, data_time: 0.262, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8935, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.8442 2020-10-03 15:51:20,684 - mmaction - INFO - Epoch [98][1160/1997] lr: 7.500e-05, eta: 1:24:46, time: 1.018, data_time: 0.155, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8917, loss_cls: 1.1458, loss: 1.1458, grad_norm: 6.9445 2020-10-03 15:51:42,775 - mmaction - INFO - Epoch [98][1180/1997] lr: 7.500e-05, eta: 1:24:25, time: 1.105, data_time: 0.003, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8893, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.8317 2020-10-03 15:52:04,589 - mmaction - INFO - Epoch [98][1200/1997] lr: 7.500e-05, eta: 1:24:04, time: 1.091, data_time: 0.003, memory: 8350, top1_acc: 0.7055, top5_acc: 0.8862, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.9447 2020-10-03 15:52:24,647 - mmaction - INFO - Epoch [98][1220/1997] lr: 7.500e-05, eta: 1:23:43, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8935, loss_cls: 1.1545, loss: 1.1545, grad_norm: 7.0779 2020-10-03 15:52:45,372 - mmaction - INFO - Epoch [98][1240/1997] lr: 7.500e-05, eta: 1:23:22, time: 1.036, data_time: 0.066, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8826, loss_cls: 1.1634, loss: 1.1634, grad_norm: 7.0170 2020-10-03 15:53:07,239 - mmaction - INFO - Epoch [98][1260/1997] lr: 7.500e-05, eta: 1:23:01, time: 1.094, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8872, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.9001 2020-10-03 15:53:27,258 - mmaction - INFO - Epoch [98][1280/1997] lr: 7.500e-05, eta: 1:22:40, time: 1.000, data_time: 0.089, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8836, loss_cls: 1.1531, loss: 1.1531, grad_norm: 6.9210 2020-10-03 15:53:48,533 - mmaction - INFO - Epoch [98][1300/1997] lr: 7.500e-05, eta: 1:22:19, time: 1.064, data_time: 0.115, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8875, loss_cls: 1.1503, loss: 1.1503, grad_norm: 6.8982 2020-10-03 15:54:09,905 - mmaction - INFO - Epoch [98][1320/1997] lr: 7.500e-05, eta: 1:21:58, time: 1.069, data_time: 0.037, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8888, loss_cls: 1.1488, loss: 1.1488, grad_norm: 6.9644 2020-10-03 15:54:30,422 - mmaction - INFO - Epoch [98][1340/1997] lr: 7.500e-05, eta: 1:21:37, time: 1.026, data_time: 0.148, memory: 8350, top1_acc: 0.7393, top5_acc: 0.8995, loss_cls: 1.0923, loss: 1.0923, grad_norm: 6.7984 2020-10-03 15:54:50,955 - mmaction - INFO - Epoch [98][1360/1997] lr: 7.500e-05, eta: 1:21:16, time: 1.026, data_time: 0.214, memory: 8350, top1_acc: 0.7292, top5_acc: 0.8870, loss_cls: 1.1401, loss: 1.1401, grad_norm: 7.0513 2020-10-03 15:55:12,112 - mmaction - INFO - Epoch [98][1380/1997] lr: 7.500e-05, eta: 1:20:55, time: 1.059, data_time: 0.330, memory: 8350, top1_acc: 0.7070, top5_acc: 0.8880, loss_cls: 1.2056, loss: 1.2056, grad_norm: 7.1574 2020-10-03 15:55:33,514 - mmaction - INFO - Epoch [98][1400/1997] lr: 7.500e-05, eta: 1:20:34, time: 1.069, data_time: 0.393, memory: 8350, top1_acc: 0.7096, top5_acc: 0.8812, loss_cls: 1.1978, loss: 1.1978, grad_norm: 7.1131 2020-10-03 15:55:54,309 - mmaction - INFO - Epoch [98][1420/1997] lr: 7.500e-05, eta: 1:20:13, time: 1.040, data_time: 0.396, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8839, loss_cls: 1.1432, loss: 1.1432, grad_norm: 6.9013 2020-10-03 15:56:14,896 - mmaction - INFO - Epoch [98][1440/1997] lr: 7.500e-05, eta: 1:19:51, time: 1.029, data_time: 0.371, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8831, loss_cls: 1.1691, loss: 1.1691, grad_norm: 6.9511 2020-10-03 15:56:36,508 - mmaction - INFO - Epoch [98][1460/1997] lr: 7.500e-05, eta: 1:19:30, time: 1.081, data_time: 0.430, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1626, loss: 1.1626, grad_norm: 6.9911 2020-10-03 15:56:57,076 - mmaction - INFO - Epoch [98][1480/1997] lr: 7.500e-05, eta: 1:19:09, time: 1.029, data_time: 0.289, memory: 8350, top1_acc: 0.7339, top5_acc: 0.8932, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.9728 2020-10-03 15:57:18,592 - mmaction - INFO - Epoch [98][1500/1997] lr: 7.500e-05, eta: 1:18:48, time: 1.076, data_time: 0.042, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8937, loss_cls: 1.1346, loss: 1.1346, grad_norm: 6.8760 2020-10-03 15:57:38,569 - mmaction - INFO - Epoch [98][1520/1997] lr: 7.500e-05, eta: 1:18:27, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8867, loss_cls: 1.1825, loss: 1.1825, grad_norm: 7.1074 2020-10-03 15:57:59,883 - mmaction - INFO - Epoch [98][1540/1997] lr: 7.500e-05, eta: 1:18:06, time: 1.066, data_time: 0.108, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8888, loss_cls: 1.1317, loss: 1.1317, grad_norm: 6.9462 2020-10-03 15:58:21,098 - mmaction - INFO - Epoch [98][1560/1997] lr: 7.500e-05, eta: 1:17:45, time: 1.060, data_time: 0.259, memory: 8350, top1_acc: 0.7427, top5_acc: 0.8953, loss_cls: 1.0871, loss: 1.0871, grad_norm: 6.6908 2020-10-03 15:58:41,383 - mmaction - INFO - Epoch [98][1580/1997] lr: 7.500e-05, eta: 1:17:24, time: 1.014, data_time: 0.307, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8867, loss_cls: 1.1556, loss: 1.1556, grad_norm: 6.9768 2020-10-03 15:59:01,955 - mmaction - INFO - Epoch [98][1600/1997] lr: 7.500e-05, eta: 1:17:03, time: 1.029, data_time: 0.323, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8859, loss_cls: 1.1781, loss: 1.1781, grad_norm: 7.1149 2020-10-03 15:59:24,090 - mmaction - INFO - Epoch [98][1620/1997] lr: 7.500e-05, eta: 1:16:42, time: 1.107, data_time: 0.489, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8885, loss_cls: 1.1495, loss: 1.1495, grad_norm: 6.8736 2020-10-03 15:59:44,400 - mmaction - INFO - Epoch [98][1640/1997] lr: 7.500e-05, eta: 1:16:21, time: 1.014, data_time: 0.254, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8833, loss_cls: 1.1845, loss: 1.1845, grad_norm: 6.9974 2020-10-03 16:00:04,814 - mmaction - INFO - Epoch [98][1660/1997] lr: 7.500e-05, eta: 1:16:00, time: 1.022, data_time: 0.191, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8846, loss_cls: 1.1779, loss: 1.1779, grad_norm: 7.0447 2020-10-03 16:00:26,279 - mmaction - INFO - Epoch [98][1680/1997] lr: 7.500e-05, eta: 1:15:39, time: 1.074, data_time: 0.105, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1961, loss: 1.1961, grad_norm: 7.0535 2020-10-03 16:00:47,374 - mmaction - INFO - Epoch [98][1700/1997] lr: 7.500e-05, eta: 1:15:18, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7130, top5_acc: 0.8745, loss_cls: 1.1937, loss: 1.1937, grad_norm: 7.0918 2020-10-03 16:01:08,329 - mmaction - INFO - Epoch [98][1720/1997] lr: 7.500e-05, eta: 1:14:57, time: 1.048, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8841, loss_cls: 1.1658, loss: 1.1658, grad_norm: 6.9150 2020-10-03 16:01:29,078 - mmaction - INFO - Epoch [98][1740/1997] lr: 7.500e-05, eta: 1:14:36, time: 1.038, data_time: 0.011, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8828, loss_cls: 1.1511, loss: 1.1511, grad_norm: 7.0888 2020-10-03 16:01:49,911 - mmaction - INFO - Epoch [98][1760/1997] lr: 7.500e-05, eta: 1:14:14, time: 1.041, data_time: 0.069, memory: 8350, top1_acc: 0.7154, top5_acc: 0.8909, loss_cls: 1.1560, loss: 1.1560, grad_norm: 7.0145 2020-10-03 16:02:11,004 - mmaction - INFO - Epoch [98][1780/1997] lr: 7.500e-05, eta: 1:13:53, time: 1.055, data_time: 0.184, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8919, loss_cls: 1.1394, loss: 1.1394, grad_norm: 6.8625 2020-10-03 16:02:32,604 - mmaction - INFO - Epoch [98][1800/1997] lr: 7.500e-05, eta: 1:13:32, time: 1.079, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8849, loss_cls: 1.1500, loss: 1.1500, grad_norm: 6.9072 2020-10-03 16:02:54,331 - mmaction - INFO - Epoch [98][1820/1997] lr: 7.500e-05, eta: 1:13:11, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1508, loss: 1.1508, grad_norm: 6.8716 2020-10-03 16:03:15,270 - mmaction - INFO - Epoch [98][1840/1997] lr: 7.500e-05, eta: 1:12:50, time: 1.047, data_time: 0.001, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8893, loss_cls: 1.1602, loss: 1.1602, grad_norm: 6.9833 2020-10-03 16:03:35,215 - mmaction - INFO - Epoch [98][1860/1997] lr: 7.500e-05, eta: 1:12:29, time: 0.997, data_time: 0.017, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8911, loss_cls: 1.1493, loss: 1.1493, grad_norm: 7.1011 2020-10-03 16:03:56,514 - mmaction - INFO - Epoch [98][1880/1997] lr: 7.500e-05, eta: 1:12:08, time: 1.064, data_time: 0.021, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8773, loss_cls: 1.1853, loss: 1.1853, grad_norm: 7.1186 2020-10-03 16:04:16,902 - mmaction - INFO - Epoch [98][1900/1997] lr: 7.500e-05, eta: 1:11:47, time: 1.020, data_time: 0.003, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8914, loss_cls: 1.1613, loss: 1.1613, grad_norm: 7.1236 2020-10-03 16:04:39,213 - mmaction - INFO - Epoch [98][1920/1997] lr: 7.500e-05, eta: 1:11:26, time: 1.115, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8919, loss_cls: 1.1273, loss: 1.1273, grad_norm: 6.8935 2020-10-03 16:05:01,295 - mmaction - INFO - Epoch [98][1940/1997] lr: 7.500e-05, eta: 1:11:05, time: 1.105, data_time: 0.003, memory: 8350, top1_acc: 0.7331, top5_acc: 0.8956, loss_cls: 1.1075, loss: 1.1075, grad_norm: 6.9163 2020-10-03 16:05:20,480 - mmaction - INFO - Epoch [98][1960/1997] lr: 7.500e-05, eta: 1:10:44, time: 0.960, data_time: 0.002, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8849, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.9324 2020-10-03 16:05:42,226 - mmaction - INFO - Epoch [98][1980/1997] lr: 7.500e-05, eta: 1:10:23, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8927, loss_cls: 1.1413, loss: 1.1413, grad_norm: 6.8945 2020-10-03 16:06:01,778 - mmaction - INFO - Saving checkpoint at 98 epochs 2020-10-03 16:06:49,474 - mmaction - INFO - Epoch [99][20/1997] lr: 7.500e-05, eta: 1:09:44, time: 2.313, data_time: 1.395, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8883, loss_cls: 1.1394, loss: 1.1394, grad_norm: 6.8498 2020-10-03 16:07:09,920 - mmaction - INFO - Epoch [99][40/1997] lr: 7.500e-05, eta: 1:09:23, time: 1.023, data_time: 0.011, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8888, loss_cls: 1.1742, loss: 1.1742, grad_norm: 7.0098 2020-10-03 16:07:30,956 - mmaction - INFO - Epoch [99][60/1997] lr: 7.500e-05, eta: 1:09:02, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8893, loss_cls: 1.1448, loss: 1.1448, grad_norm: 6.8927 2020-10-03 16:07:52,323 - mmaction - INFO - Epoch [99][80/1997] lr: 7.500e-05, eta: 1:08:41, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8826, loss_cls: 1.1524, loss: 1.1524, grad_norm: 6.9288 2020-10-03 16:08:13,039 - mmaction - INFO - Epoch [99][100/1997] lr: 7.500e-05, eta: 1:08:20, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8917, loss_cls: 1.1453, loss: 1.1453, grad_norm: 6.8632 2020-10-03 16:08:33,452 - mmaction - INFO - Epoch [99][120/1997] lr: 7.500e-05, eta: 1:07:59, time: 1.020, data_time: 0.005, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8891, loss_cls: 1.1439, loss: 1.1439, grad_norm: 6.7820 2020-10-03 16:08:56,051 - mmaction - INFO - Epoch [99][140/1997] lr: 7.500e-05, eta: 1:07:38, time: 1.131, data_time: 0.024, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8865, loss_cls: 1.1620, loss: 1.1620, grad_norm: 6.9510 2020-10-03 16:09:16,129 - mmaction - INFO - Epoch [99][160/1997] lr: 7.500e-05, eta: 1:07:17, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8914, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.9820 2020-10-03 16:09:36,314 - mmaction - INFO - Epoch [99][180/1997] lr: 7.500e-05, eta: 1:06:56, time: 1.009, data_time: 0.055, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8893, loss_cls: 1.1498, loss: 1.1498, grad_norm: 7.0844 2020-10-03 16:09:58,708 - mmaction - INFO - Epoch [99][200/1997] lr: 7.500e-05, eta: 1:06:34, time: 1.121, data_time: 0.019, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8990, loss_cls: 1.1004, loss: 1.1004, grad_norm: 6.9562 2020-10-03 16:10:18,171 - mmaction - INFO - Epoch [99][220/1997] lr: 7.500e-05, eta: 1:06:13, time: 0.974, data_time: 0.200, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8849, loss_cls: 1.1545, loss: 1.1545, grad_norm: 6.9505 2020-10-03 16:10:39,788 - mmaction - INFO - Epoch [99][240/1997] lr: 7.500e-05, eta: 1:05:52, time: 1.080, data_time: 0.435, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8826, loss_cls: 1.1636, loss: 1.1636, grad_norm: 7.0059 2020-10-03 16:11:01,614 - mmaction - INFO - Epoch [99][260/1997] lr: 7.500e-05, eta: 1:05:31, time: 1.091, data_time: 0.377, memory: 8350, top1_acc: 0.7091, top5_acc: 0.8885, loss_cls: 1.1644, loss: 1.1644, grad_norm: 7.1091 2020-10-03 16:11:22,771 - mmaction - INFO - Epoch [99][280/1997] lr: 7.500e-05, eta: 1:05:10, time: 1.058, data_time: 0.443, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8979, loss_cls: 1.1322, loss: 1.1322, grad_norm: 7.0352 2020-10-03 16:11:44,307 - mmaction - INFO - Epoch [99][300/1997] lr: 7.500e-05, eta: 1:04:49, time: 1.077, data_time: 0.459, memory: 8350, top1_acc: 0.7385, top5_acc: 0.8940, loss_cls: 1.0916, loss: 1.0916, grad_norm: 6.7947 2020-10-03 16:12:05,029 - mmaction - INFO - Epoch [99][320/1997] lr: 7.500e-05, eta: 1:04:28, time: 1.036, data_time: 0.423, memory: 8350, top1_acc: 0.7224, top5_acc: 0.8901, loss_cls: 1.1279, loss: 1.1279, grad_norm: 7.0088 2020-10-03 16:12:25,117 - mmaction - INFO - Epoch [99][340/1997] lr: 7.500e-05, eta: 1:04:07, time: 1.004, data_time: 0.383, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8883, loss_cls: 1.1641, loss: 1.1641, grad_norm: 7.1088 2020-10-03 16:12:46,045 - mmaction - INFO - Epoch [99][360/1997] lr: 7.500e-05, eta: 1:03:46, time: 1.047, data_time: 0.372, memory: 8350, top1_acc: 0.7318, top5_acc: 0.8919, loss_cls: 1.1019, loss: 1.1019, grad_norm: 6.8701 2020-10-03 16:13:06,615 - mmaction - INFO - Epoch [99][380/1997] lr: 7.500e-05, eta: 1:03:25, time: 1.028, data_time: 0.108, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8964, loss_cls: 1.1176, loss: 1.1176, grad_norm: 6.9149 2020-10-03 16:13:28,351 - mmaction - INFO - Epoch [99][400/1997] lr: 7.500e-05, eta: 1:03:04, time: 1.087, data_time: 0.002, memory: 8350, top1_acc: 0.7039, top5_acc: 0.8763, loss_cls: 1.2161, loss: 1.2161, grad_norm: 7.0058 2020-10-03 16:13:50,118 - mmaction - INFO - Epoch [99][420/1997] lr: 7.500e-05, eta: 1:02:43, time: 1.088, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8852, loss_cls: 1.1667, loss: 1.1667, grad_norm: 6.9363 2020-10-03 16:14:09,776 - mmaction - INFO - Epoch [99][440/1997] lr: 7.500e-05, eta: 1:02:22, time: 0.983, data_time: 0.002, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8964, loss_cls: 1.1269, loss: 1.1269, grad_norm: 6.9503 2020-10-03 16:14:31,775 - mmaction - INFO - Epoch [99][460/1997] lr: 7.500e-05, eta: 1:02:01, time: 1.100, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8924, loss_cls: 1.1412, loss: 1.1412, grad_norm: 7.0040 2020-10-03 16:14:53,448 - mmaction - INFO - Epoch [99][480/1997] lr: 7.500e-05, eta: 1:01:40, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8935, loss_cls: 1.1359, loss: 1.1359, grad_norm: 7.0171 2020-10-03 16:15:13,775 - mmaction - INFO - Epoch [99][500/1997] lr: 7.500e-05, eta: 1:01:19, time: 1.017, data_time: 0.002, memory: 8350, top1_acc: 0.7307, top5_acc: 0.8844, loss_cls: 1.1393, loss: 1.1393, grad_norm: 6.8753 2020-10-03 16:15:34,399 - mmaction - INFO - Epoch [99][520/1997] lr: 7.500e-05, eta: 1:00:58, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8857, loss_cls: 1.1556, loss: 1.1556, grad_norm: 7.0412 2020-10-03 16:15:55,452 - mmaction - INFO - Epoch [99][540/1997] lr: 7.500e-05, eta: 1:00:36, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7180, top5_acc: 0.8823, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.8853 2020-10-03 16:16:16,103 - mmaction - INFO - Epoch [99][560/1997] lr: 7.500e-05, eta: 1:00:15, time: 1.033, data_time: 0.002, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8938, loss_cls: 1.1173, loss: 1.1173, grad_norm: 6.8736 2020-10-03 16:16:36,762 - mmaction - INFO - Epoch [99][580/1997] lr: 7.500e-05, eta: 0:59:54, time: 1.033, data_time: 0.230, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8872, loss_cls: 1.1286, loss: 1.1286, grad_norm: 6.8561 2020-10-03 16:16:57,933 - mmaction - INFO - Epoch [99][600/1997] lr: 7.500e-05, eta: 0:59:33, time: 1.059, data_time: 0.315, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8836, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.8330 2020-10-03 16:17:19,637 - mmaction - INFO - Epoch [99][620/1997] lr: 7.500e-05, eta: 0:59:12, time: 1.084, data_time: 0.236, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8935, loss_cls: 1.1277, loss: 1.1277, grad_norm: 6.9597 2020-10-03 16:17:39,916 - mmaction - INFO - Epoch [99][640/1997] lr: 7.500e-05, eta: 0:58:51, time: 1.014, data_time: 0.015, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8841, loss_cls: 1.1779, loss: 1.1779, grad_norm: 7.0794 2020-10-03 16:18:00,589 - mmaction - INFO - Epoch [99][660/1997] lr: 7.500e-05, eta: 0:58:30, time: 1.034, data_time: 0.001, memory: 8350, top1_acc: 0.7357, top5_acc: 0.8943, loss_cls: 1.1226, loss: 1.1226, grad_norm: 6.9042 2020-10-03 16:18:20,772 - mmaction - INFO - Epoch [99][680/1997] lr: 7.500e-05, eta: 0:58:09, time: 1.009, data_time: 0.001, memory: 8350, top1_acc: 0.7404, top5_acc: 0.9003, loss_cls: 1.0792, loss: 1.0792, grad_norm: 6.7737 2020-10-03 16:18:42,409 - mmaction - INFO - Epoch [99][700/1997] lr: 7.500e-05, eta: 0:57:48, time: 1.082, data_time: 0.006, memory: 8350, top1_acc: 0.7240, top5_acc: 0.8919, loss_cls: 1.1150, loss: 1.1150, grad_norm: 6.8540 2020-10-03 16:19:02,405 - mmaction - INFO - Epoch [99][720/1997] lr: 7.500e-05, eta: 0:57:27, time: 1.000, data_time: 0.014, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8961, loss_cls: 1.1078, loss: 1.1078, grad_norm: 6.7200 2020-10-03 16:19:25,430 - mmaction - INFO - Epoch [99][740/1997] lr: 7.500e-05, eta: 0:57:06, time: 1.152, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8839, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.0341 2020-10-03 16:19:46,669 - mmaction - INFO - Epoch [99][760/1997] lr: 7.500e-05, eta: 0:56:45, time: 1.061, data_time: 0.001, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8904, loss_cls: 1.1544, loss: 1.1544, grad_norm: 7.0117 2020-10-03 16:20:07,165 - mmaction - INFO - Epoch [99][780/1997] lr: 7.500e-05, eta: 0:56:24, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8854, loss_cls: 1.1561, loss: 1.1561, grad_norm: 7.0516 2020-10-03 16:20:28,583 - mmaction - INFO - Epoch [99][800/1997] lr: 7.500e-05, eta: 0:56:03, time: 1.071, data_time: 0.003, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8901, loss_cls: 1.1164, loss: 1.1164, grad_norm: 6.8019 2020-10-03 16:20:50,102 - mmaction - INFO - Epoch [99][820/1997] lr: 7.500e-05, eta: 0:55:42, time: 1.076, data_time: 0.002, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8888, loss_cls: 1.1186, loss: 1.1186, grad_norm: 6.7827 2020-10-03 16:21:09,660 - mmaction - INFO - Epoch [99][840/1997] lr: 7.500e-05, eta: 0:55:21, time: 0.977, data_time: 0.002, memory: 8350, top1_acc: 0.7138, top5_acc: 0.8880, loss_cls: 1.1671, loss: 1.1671, grad_norm: 7.0969 2020-10-03 16:21:31,711 - mmaction - INFO - Epoch [99][860/1997] lr: 7.500e-05, eta: 0:55:00, time: 1.103, data_time: 0.003, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8870, loss_cls: 1.1445, loss: 1.1445, grad_norm: 6.8664 2020-10-03 16:21:51,819 - mmaction - INFO - Epoch [99][880/1997] lr: 7.500e-05, eta: 0:54:38, time: 1.006, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8854, loss_cls: 1.1602, loss: 1.1602, grad_norm: 7.0177 2020-10-03 16:22:12,070 - mmaction - INFO - Epoch [99][900/1997] lr: 7.500e-05, eta: 0:54:17, time: 1.013, data_time: 0.002, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.1611, loss: 1.1611, grad_norm: 6.9918 2020-10-03 16:22:33,678 - mmaction - INFO - Epoch [99][920/1997] lr: 7.500e-05, eta: 0:53:56, time: 1.080, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8935, loss_cls: 1.1263, loss: 1.1263, grad_norm: 6.7999 2020-10-03 16:22:54,726 - mmaction - INFO - Epoch [99][940/1997] lr: 7.500e-05, eta: 0:53:35, time: 1.052, data_time: 0.002, memory: 8350, top1_acc: 0.7120, top5_acc: 0.8789, loss_cls: 1.1892, loss: 1.1892, grad_norm: 6.9874 2020-10-03 16:23:16,354 - mmaction - INFO - Epoch [99][960/1997] lr: 7.500e-05, eta: 0:53:14, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7193, top5_acc: 0.8930, loss_cls: 1.1416, loss: 1.1416, grad_norm: 6.9352 2020-10-03 16:23:37,847 - mmaction - INFO - Epoch [99][980/1997] lr: 7.500e-05, eta: 0:52:53, time: 1.075, data_time: 0.002, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8914, loss_cls: 1.1349, loss: 1.1349, grad_norm: 6.9617 2020-10-03 16:23:57,114 - mmaction - INFO - Epoch [99][1000/1997] lr: 7.500e-05, eta: 0:52:32, time: 0.962, data_time: 0.010, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8937, loss_cls: 1.1401, loss: 1.1401, grad_norm: 6.9650 2020-10-03 16:24:18,006 - mmaction - INFO - Epoch [99][1020/1997] lr: 7.500e-05, eta: 0:52:11, time: 1.045, data_time: 0.014, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1518, loss: 1.1518, grad_norm: 7.0649 2020-10-03 16:24:38,856 - mmaction - INFO - Epoch [99][1040/1997] lr: 7.500e-05, eta: 0:51:50, time: 1.043, data_time: 0.002, memory: 8350, top1_acc: 0.7328, top5_acc: 0.8971, loss_cls: 1.1006, loss: 1.1006, grad_norm: 6.8114 2020-10-03 16:24:59,943 - mmaction - INFO - Epoch [99][1060/1997] lr: 7.500e-05, eta: 0:51:29, time: 1.055, data_time: 0.002, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8891, loss_cls: 1.1697, loss: 1.1697, grad_norm: 7.1238 2020-10-03 16:25:21,168 - mmaction - INFO - Epoch [99][1080/1997] lr: 7.500e-05, eta: 0:51:08, time: 1.061, data_time: 0.002, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8875, loss_cls: 1.1563, loss: 1.1563, grad_norm: 6.7942 2020-10-03 16:25:42,396 - mmaction - INFO - Epoch [99][1100/1997] lr: 7.500e-05, eta: 0:50:47, time: 1.062, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8844, loss_cls: 1.1585, loss: 1.1585, grad_norm: 6.9163 2020-10-03 16:26:02,611 - mmaction - INFO - Epoch [99][1120/1997] lr: 7.500e-05, eta: 0:50:26, time: 1.011, data_time: 0.001, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8815, loss_cls: 1.1712, loss: 1.1712, grad_norm: 6.9612 2020-10-03 16:26:24,176 - mmaction - INFO - Epoch [99][1140/1997] lr: 7.500e-05, eta: 0:50:05, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8966, loss_cls: 1.0885, loss: 1.0885, grad_norm: 6.9336 2020-10-03 16:26:46,499 - mmaction - INFO - Epoch [99][1160/1997] lr: 7.500e-05, eta: 0:49:44, time: 1.117, data_time: 0.003, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8901, loss_cls: 1.1273, loss: 1.1273, grad_norm: 6.9047 2020-10-03 16:27:05,993 - mmaction - INFO - Epoch [99][1180/1997] lr: 7.500e-05, eta: 0:49:23, time: 0.974, data_time: 0.001, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8859, loss_cls: 1.1457, loss: 1.1457, grad_norm: 6.9755 2020-10-03 16:27:27,071 - mmaction - INFO - Epoch [99][1200/1997] lr: 7.500e-05, eta: 0:49:01, time: 1.053, data_time: 0.002, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1319, loss: 1.1319, grad_norm: 6.9151 2020-10-03 16:27:48,934 - mmaction - INFO - Epoch [99][1220/1997] lr: 7.500e-05, eta: 0:48:40, time: 1.094, data_time: 0.003, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8872, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.9557 2020-10-03 16:28:09,702 - mmaction - INFO - Epoch [99][1240/1997] lr: 7.500e-05, eta: 0:48:19, time: 1.038, data_time: 0.001, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8896, loss_cls: 1.1503, loss: 1.1503, grad_norm: 7.0077 2020-10-03 16:28:30,411 - mmaction - INFO - Epoch [99][1260/1997] lr: 7.500e-05, eta: 0:47:58, time: 1.035, data_time: 0.002, memory: 8350, top1_acc: 0.7328, top5_acc: 0.8898, loss_cls: 1.1255, loss: 1.1255, grad_norm: 6.8333 2020-10-03 16:28:51,273 - mmaction - INFO - Epoch [99][1280/1997] lr: 7.500e-05, eta: 0:47:37, time: 1.044, data_time: 0.094, memory: 8350, top1_acc: 0.7326, top5_acc: 0.8951, loss_cls: 1.1089, loss: 1.1089, grad_norm: 6.7523 2020-10-03 16:29:12,659 - mmaction - INFO - Epoch [99][1300/1997] lr: 7.500e-05, eta: 0:47:16, time: 1.069, data_time: 0.155, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8919, loss_cls: 1.1389, loss: 1.1389, grad_norm: 6.8361 2020-10-03 16:29:33,359 - mmaction - INFO - Epoch [99][1320/1997] lr: 7.500e-05, eta: 0:46:55, time: 1.035, data_time: 0.205, memory: 8350, top1_acc: 0.7404, top5_acc: 0.8992, loss_cls: 1.1044, loss: 1.1044, grad_norm: 6.8623 2020-10-03 16:29:54,100 - mmaction - INFO - Epoch [99][1340/1997] lr: 7.500e-05, eta: 0:46:34, time: 1.036, data_time: 0.235, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8859, loss_cls: 1.1502, loss: 1.1502, grad_norm: 6.9159 2020-10-03 16:30:15,271 - mmaction - INFO - Epoch [99][1360/1997] lr: 7.500e-05, eta: 0:46:13, time: 1.060, data_time: 0.112, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8904, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.9834 2020-10-03 16:30:36,603 - mmaction - INFO - Epoch [99][1380/1997] lr: 7.500e-05, eta: 0:45:52, time: 1.066, data_time: 0.006, memory: 8350, top1_acc: 0.7190, top5_acc: 0.8836, loss_cls: 1.1695, loss: 1.1695, grad_norm: 7.0561 2020-10-03 16:30:57,731 - mmaction - INFO - Epoch [99][1400/1997] lr: 7.500e-05, eta: 0:45:31, time: 1.057, data_time: 0.074, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1282, loss: 1.1282, grad_norm: 6.9189 2020-10-03 16:31:18,579 - mmaction - INFO - Epoch [99][1420/1997] lr: 7.500e-05, eta: 0:45:10, time: 1.042, data_time: 0.001, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1375, loss: 1.1375, grad_norm: 7.0170 2020-10-03 16:31:40,110 - mmaction - INFO - Epoch [99][1440/1997] lr: 7.500e-05, eta: 0:44:49, time: 1.077, data_time: 0.002, memory: 8350, top1_acc: 0.7260, top5_acc: 0.8898, loss_cls: 1.1373, loss: 1.1373, grad_norm: 6.8683 2020-10-03 16:32:00,859 - mmaction - INFO - Epoch [99][1460/1997] lr: 7.500e-05, eta: 0:44:28, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.9008 2020-10-03 16:32:21,792 - mmaction - INFO - Epoch [99][1480/1997] lr: 7.500e-05, eta: 0:44:07, time: 1.047, data_time: 0.003, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.1088, loss: 1.1088, grad_norm: 6.8168 2020-10-03 16:32:43,252 - mmaction - INFO - Epoch [99][1500/1997] lr: 7.500e-05, eta: 0:43:46, time: 1.072, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8896, loss_cls: 1.1523, loss: 1.1523, grad_norm: 7.0216 2020-10-03 16:33:03,247 - mmaction - INFO - Epoch [99][1520/1997] lr: 7.500e-05, eta: 0:43:24, time: 1.000, data_time: 0.002, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8896, loss_cls: 1.1289, loss: 1.1289, grad_norm: 6.7897 2020-10-03 16:33:25,036 - mmaction - INFO - Epoch [99][1540/1997] lr: 7.500e-05, eta: 0:43:03, time: 1.090, data_time: 0.003, memory: 8350, top1_acc: 0.7148, top5_acc: 0.8833, loss_cls: 1.1812, loss: 1.1812, grad_norm: 6.9325 2020-10-03 16:33:44,815 - mmaction - INFO - Epoch [99][1560/1997] lr: 7.500e-05, eta: 0:42:42, time: 0.990, data_time: 0.002, memory: 8350, top1_acc: 0.7198, top5_acc: 0.8919, loss_cls: 1.1335, loss: 1.1335, grad_norm: 6.9882 2020-10-03 16:34:06,196 - mmaction - INFO - Epoch [99][1580/1997] lr: 7.500e-05, eta: 0:42:21, time: 1.068, data_time: 0.004, memory: 8350, top1_acc: 0.7115, top5_acc: 0.8823, loss_cls: 1.1847, loss: 1.1847, grad_norm: 7.0754 2020-10-03 16:34:27,586 - mmaction - INFO - Epoch [99][1600/1997] lr: 7.500e-05, eta: 0:42:00, time: 1.069, data_time: 0.109, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8922, loss_cls: 1.1256, loss: 1.1256, grad_norm: 6.7612 2020-10-03 16:34:47,715 - mmaction - INFO - Epoch [99][1620/1997] lr: 7.500e-05, eta: 0:41:39, time: 1.008, data_time: 0.092, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1494, loss: 1.1494, grad_norm: 7.1190 2020-10-03 16:35:08,206 - mmaction - INFO - Epoch [99][1640/1997] lr: 7.500e-05, eta: 0:41:18, time: 1.023, data_time: 0.085, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8940, loss_cls: 1.1134, loss: 1.1134, grad_norm: 6.9112 2020-10-03 16:35:29,994 - mmaction - INFO - Epoch [99][1660/1997] lr: 7.500e-05, eta: 0:40:57, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7227, top5_acc: 0.8857, loss_cls: 1.1639, loss: 1.1639, grad_norm: 7.0192 2020-10-03 16:35:50,610 - mmaction - INFO - Epoch [99][1680/1997] lr: 7.500e-05, eta: 0:40:36, time: 1.030, data_time: 0.002, memory: 8350, top1_acc: 0.7167, top5_acc: 0.8854, loss_cls: 1.1780, loss: 1.1780, grad_norm: 6.9239 2020-10-03 16:36:11,046 - mmaction - INFO - Epoch [99][1700/1997] lr: 7.500e-05, eta: 0:40:15, time: 1.022, data_time: 0.003, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8836, loss_cls: 1.1432, loss: 1.1432, grad_norm: 6.9524 2020-10-03 16:36:31,805 - mmaction - INFO - Epoch [99][1720/1997] lr: 7.500e-05, eta: 0:39:54, time: 1.037, data_time: 0.002, memory: 8350, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1696, loss: 1.1696, grad_norm: 7.2063 2020-10-03 16:36:53,856 - mmaction - INFO - Epoch [99][1740/1997] lr: 7.500e-05, eta: 0:39:33, time: 1.104, data_time: 0.003, memory: 8350, top1_acc: 0.7328, top5_acc: 0.8935, loss_cls: 1.1235, loss: 1.1235, grad_norm: 6.8708 2020-10-03 16:37:14,496 - mmaction - INFO - Epoch [99][1760/1997] lr: 7.500e-05, eta: 0:39:12, time: 1.030, data_time: 0.001, memory: 8350, top1_acc: 0.7359, top5_acc: 0.8958, loss_cls: 1.0997, loss: 1.0997, grad_norm: 6.7653 2020-10-03 16:37:35,524 - mmaction - INFO - Epoch [99][1780/1997] lr: 7.500e-05, eta: 0:38:51, time: 1.052, data_time: 0.003, memory: 8350, top1_acc: 0.7182, top5_acc: 0.8849, loss_cls: 1.1844, loss: 1.1844, grad_norm: 7.0420 2020-10-03 16:37:57,194 - mmaction - INFO - Epoch [99][1800/1997] lr: 7.500e-05, eta: 0:38:30, time: 1.084, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8870, loss_cls: 1.1633, loss: 1.1633, grad_norm: 7.1191 2020-10-03 16:38:16,954 - mmaction - INFO - Epoch [99][1820/1997] lr: 7.500e-05, eta: 0:38:09, time: 0.988, data_time: 0.002, memory: 8350, top1_acc: 0.7247, top5_acc: 0.8896, loss_cls: 1.1302, loss: 1.1302, grad_norm: 6.9467 2020-10-03 16:38:38,582 - mmaction - INFO - Epoch [99][1840/1997] lr: 7.500e-05, eta: 0:37:48, time: 1.082, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8935, loss_cls: 1.1291, loss: 1.1291, grad_norm: 6.9324 2020-10-03 16:39:00,223 - mmaction - INFO - Epoch [99][1860/1997] lr: 7.500e-05, eta: 0:37:26, time: 1.082, data_time: 0.001, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8893, loss_cls: 1.1333, loss: 1.1333, grad_norm: 6.8915 2020-10-03 16:39:20,732 - mmaction - INFO - Epoch [99][1880/1997] lr: 7.500e-05, eta: 0:37:05, time: 1.025, data_time: 0.002, memory: 8350, top1_acc: 0.7229, top5_acc: 0.8885, loss_cls: 1.1390, loss: 1.1390, grad_norm: 7.0495 2020-10-03 16:39:41,186 - mmaction - INFO - Epoch [99][1900/1997] lr: 7.500e-05, eta: 0:36:44, time: 1.022, data_time: 0.002, memory: 8350, top1_acc: 0.7411, top5_acc: 0.8990, loss_cls: 1.0857, loss: 1.0857, grad_norm: 6.7415 2020-10-03 16:40:02,830 - mmaction - INFO - Epoch [99][1920/1997] lr: 7.500e-05, eta: 0:36:23, time: 1.083, data_time: 0.084, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8893, loss_cls: 1.1489, loss: 1.1489, grad_norm: 6.9656 2020-10-03 16:40:22,452 - mmaction - INFO - Epoch [99][1940/1997] lr: 7.500e-05, eta: 0:36:02, time: 0.981, data_time: 0.125, memory: 8350, top1_acc: 0.7320, top5_acc: 0.8878, loss_cls: 1.1246, loss: 1.1246, grad_norm: 6.8971 2020-10-03 16:40:43,530 - mmaction - INFO - Epoch [99][1960/1997] lr: 7.500e-05, eta: 0:35:41, time: 1.054, data_time: 0.189, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8865, loss_cls: 1.1531, loss: 1.1531, grad_norm: 7.0724 2020-10-03 16:41:05,801 - mmaction - INFO - Epoch [99][1980/1997] lr: 7.500e-05, eta: 0:35:20, time: 1.114, data_time: 0.002, memory: 8350, top1_acc: 0.7021, top5_acc: 0.8826, loss_cls: 1.1982, loss: 1.1982, grad_norm: 7.0477 2020-10-03 16:41:24,070 - mmaction - INFO - Saving checkpoint at 99 epochs 2020-10-03 16:42:09,755 - mmaction - INFO - Epoch [100][20/1997] lr: 7.500e-05, eta: 0:34:41, time: 2.242, data_time: 1.060, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1663, loss: 1.1663, grad_norm: 6.9936 2020-10-03 16:42:30,995 - mmaction - INFO - Epoch [100][40/1997] lr: 7.500e-05, eta: 0:34:20, time: 1.060, data_time: 0.001, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8909, loss_cls: 1.1383, loss: 1.1383, grad_norm: 6.8956 2020-10-03 16:42:50,681 - mmaction - INFO - Epoch [100][60/1997] lr: 7.500e-05, eta: 0:33:59, time: 0.985, data_time: 0.003, memory: 8350, top1_acc: 0.7396, top5_acc: 0.9034, loss_cls: 1.0668, loss: 1.0668, grad_norm: 6.8643 2020-10-03 16:43:14,234 - mmaction - INFO - Epoch [100][80/1997] lr: 7.500e-05, eta: 0:33:38, time: 1.178, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1376, loss: 1.1376, grad_norm: 6.8936 2020-10-03 16:43:34,799 - mmaction - INFO - Epoch [100][100/1997] lr: 7.500e-05, eta: 0:33:17, time: 1.028, data_time: 0.002, memory: 8350, top1_acc: 0.7320, top5_acc: 0.8896, loss_cls: 1.1220, loss: 1.1220, grad_norm: 6.9101 2020-10-03 16:43:54,624 - mmaction - INFO - Epoch [100][120/1997] lr: 7.500e-05, eta: 0:32:56, time: 0.991, data_time: 0.001, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8844, loss_cls: 1.1795, loss: 1.1795, grad_norm: 7.0403 2020-10-03 16:44:16,581 - mmaction - INFO - Epoch [100][140/1997] lr: 7.500e-05, eta: 0:32:35, time: 1.098, data_time: 0.006, memory: 8350, top1_acc: 0.7279, top5_acc: 0.8885, loss_cls: 1.1351, loss: 1.1351, grad_norm: 6.8480 2020-10-03 16:44:38,161 - mmaction - INFO - Epoch [100][160/1997] lr: 7.500e-05, eta: 0:32:14, time: 1.080, data_time: 0.004, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8896, loss_cls: 1.1394, loss: 1.1394, grad_norm: 6.8898 2020-10-03 16:44:58,705 - mmaction - INFO - Epoch [100][180/1997] lr: 7.500e-05, eta: 0:31:53, time: 1.027, data_time: 0.001, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8867, loss_cls: 1.1663, loss: 1.1663, grad_norm: 7.1376 2020-10-03 16:45:19,422 - mmaction - INFO - Epoch [100][200/1997] lr: 7.500e-05, eta: 0:31:32, time: 1.036, data_time: 0.002, memory: 8350, top1_acc: 0.7208, top5_acc: 0.8930, loss_cls: 1.1534, loss: 1.1534, grad_norm: 7.0804 2020-10-03 16:45:40,989 - mmaction - INFO - Epoch [100][220/1997] lr: 7.500e-05, eta: 0:31:11, time: 1.078, data_time: 0.002, memory: 8350, top1_acc: 0.7432, top5_acc: 0.8984, loss_cls: 1.0637, loss: 1.0637, grad_norm: 6.8586 2020-10-03 16:46:01,352 - mmaction - INFO - Epoch [100][240/1997] lr: 7.500e-05, eta: 0:30:50, time: 1.018, data_time: 0.002, memory: 8350, top1_acc: 0.7169, top5_acc: 0.8880, loss_cls: 1.1694, loss: 1.1694, grad_norm: 7.0817 2020-10-03 16:46:22,297 - mmaction - INFO - Epoch [100][260/1997] lr: 7.500e-05, eta: 0:30:29, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1295, loss: 1.1295, grad_norm: 6.8882 2020-10-03 16:46:43,655 - mmaction - INFO - Epoch [100][280/1997] lr: 7.500e-05, eta: 0:30:07, time: 1.067, data_time: 0.002, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8878, loss_cls: 1.1549, loss: 1.1549, grad_norm: 7.0256 2020-10-03 16:47:03,674 - mmaction - INFO - Epoch [100][300/1997] lr: 7.500e-05, eta: 0:29:46, time: 1.002, data_time: 0.002, memory: 8350, top1_acc: 0.7255, top5_acc: 0.8883, loss_cls: 1.1379, loss: 1.1379, grad_norm: 6.8626 2020-10-03 16:47:23,979 - mmaction - INFO - Epoch [100][320/1997] lr: 7.500e-05, eta: 0:29:25, time: 1.015, data_time: 0.001, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8917, loss_cls: 1.1197, loss: 1.1197, grad_norm: 6.8656 2020-10-03 16:47:45,798 - mmaction - INFO - Epoch [100][340/1997] lr: 7.500e-05, eta: 0:29:04, time: 1.091, data_time: 0.010, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8888, loss_cls: 1.1495, loss: 1.1495, grad_norm: 7.0237 2020-10-03 16:48:05,921 - mmaction - INFO - Epoch [100][360/1997] lr: 7.500e-05, eta: 0:28:43, time: 1.007, data_time: 0.002, memory: 8350, top1_acc: 0.7362, top5_acc: 0.8982, loss_cls: 1.0781, loss: 1.0781, grad_norm: 6.8102 2020-10-03 16:48:27,796 - mmaction - INFO - Epoch [100][380/1997] lr: 7.500e-05, eta: 0:28:22, time: 1.093, data_time: 0.001, memory: 8350, top1_acc: 0.7201, top5_acc: 0.8852, loss_cls: 1.1473, loss: 1.1473, grad_norm: 7.0274 2020-10-03 16:48:48,935 - mmaction - INFO - Epoch [100][400/1997] lr: 7.500e-05, eta: 0:28:01, time: 1.057, data_time: 0.002, memory: 8350, top1_acc: 0.7089, top5_acc: 0.8797, loss_cls: 1.1856, loss: 1.1856, grad_norm: 6.9862 2020-10-03 16:49:08,997 - mmaction - INFO - Epoch [100][420/1997] lr: 7.500e-05, eta: 0:27:40, time: 1.003, data_time: 0.002, memory: 8350, top1_acc: 0.7271, top5_acc: 0.8883, loss_cls: 1.1455, loss: 1.1455, grad_norm: 6.9883 2020-10-03 16:49:30,483 - mmaction - INFO - Epoch [100][440/1997] lr: 7.500e-05, eta: 0:27:19, time: 1.075, data_time: 0.003, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8888, loss_cls: 1.1596, loss: 1.1596, grad_norm: 7.0374 2020-10-03 16:49:51,357 - mmaction - INFO - Epoch [100][460/1997] lr: 7.500e-05, eta: 0:26:58, time: 1.044, data_time: 0.006, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8880, loss_cls: 1.1443, loss: 1.1443, grad_norm: 6.9000 2020-10-03 16:50:11,836 - mmaction - INFO - Epoch [100][480/1997] lr: 7.500e-05, eta: 0:26:37, time: 1.024, data_time: 0.051, memory: 8350, top1_acc: 0.7104, top5_acc: 0.8846, loss_cls: 1.1781, loss: 1.1781, grad_norm: 6.9526 2020-10-03 16:50:32,840 - mmaction - INFO - Epoch [100][500/1997] lr: 7.500e-05, eta: 0:26:16, time: 1.049, data_time: 0.040, memory: 8350, top1_acc: 0.7313, top5_acc: 0.8943, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.8133 2020-10-03 16:50:54,102 - mmaction - INFO - Epoch [100][520/1997] lr: 7.500e-05, eta: 0:25:55, time: 1.063, data_time: 0.002, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8875, loss_cls: 1.1614, loss: 1.1614, grad_norm: 7.1506 2020-10-03 16:51:15,211 - mmaction - INFO - Epoch [100][540/1997] lr: 7.500e-05, eta: 0:25:34, time: 1.054, data_time: 0.002, memory: 8350, top1_acc: 0.7177, top5_acc: 0.8867, loss_cls: 1.1629, loss: 1.1629, grad_norm: 7.0750 2020-10-03 16:51:36,007 - mmaction - INFO - Epoch [100][560/1997] lr: 7.500e-05, eta: 0:25:13, time: 1.041, data_time: 0.003, memory: 8350, top1_acc: 0.7216, top5_acc: 0.8906, loss_cls: 1.1352, loss: 1.1352, grad_norm: 7.0113 2020-10-03 16:51:56,179 - mmaction - INFO - Epoch [100][580/1997] lr: 7.500e-05, eta: 0:24:52, time: 1.008, data_time: 0.002, memory: 8350, top1_acc: 0.7245, top5_acc: 0.8904, loss_cls: 1.1413, loss: 1.1413, grad_norm: 6.9323 2020-10-03 16:52:18,201 - mmaction - INFO - Epoch [100][600/1997] lr: 7.500e-05, eta: 0:24:30, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.7185, top5_acc: 0.8854, loss_cls: 1.1816, loss: 1.1816, grad_norm: 7.0667 2020-10-03 16:52:39,165 - mmaction - INFO - Epoch [100][620/1997] lr: 7.500e-05, eta: 0:24:09, time: 1.048, data_time: 0.004, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8878, loss_cls: 1.1375, loss: 1.1375, grad_norm: 6.8438 2020-10-03 16:52:59,535 - mmaction - INFO - Epoch [100][640/1997] lr: 7.500e-05, eta: 0:23:48, time: 1.018, data_time: 0.010, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8898, loss_cls: 1.1531, loss: 1.1531, grad_norm: 7.0363 2020-10-03 16:53:21,236 - mmaction - INFO - Epoch [100][660/1997] lr: 7.500e-05, eta: 0:23:27, time: 1.085, data_time: 0.141, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8818, loss_cls: 1.1878, loss: 1.1878, grad_norm: 7.0188 2020-10-03 16:53:42,791 - mmaction - INFO - Epoch [100][680/1997] lr: 7.500e-05, eta: 0:23:06, time: 1.077, data_time: 0.204, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8911, loss_cls: 1.1130, loss: 1.1130, grad_norm: 6.8955 2020-10-03 16:54:04,267 - mmaction - INFO - Epoch [100][700/1997] lr: 7.500e-05, eta: 0:22:45, time: 1.074, data_time: 0.087, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8865, loss_cls: 1.1752, loss: 1.1752, grad_norm: 7.0656 2020-10-03 16:54:24,749 - mmaction - INFO - Epoch [100][720/1997] lr: 7.500e-05, eta: 0:22:24, time: 1.024, data_time: 0.203, memory: 8350, top1_acc: 0.7258, top5_acc: 0.8911, loss_cls: 1.1308, loss: 1.1308, grad_norm: 6.8435 2020-10-03 16:54:45,778 - mmaction - INFO - Epoch [100][740/1997] lr: 7.500e-05, eta: 0:22:03, time: 1.052, data_time: 0.285, memory: 8350, top1_acc: 0.7099, top5_acc: 0.8865, loss_cls: 1.1611, loss: 1.1611, grad_norm: 6.9366 2020-10-03 16:55:06,629 - mmaction - INFO - Epoch [100][760/1997] lr: 7.500e-05, eta: 0:21:42, time: 1.042, data_time: 0.380, memory: 8350, top1_acc: 0.7128, top5_acc: 0.8805, loss_cls: 1.1971, loss: 1.1971, grad_norm: 7.0765 2020-10-03 16:55:27,563 - mmaction - INFO - Epoch [100][780/1997] lr: 7.500e-05, eta: 0:21:21, time: 1.048, data_time: 0.372, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8958, loss_cls: 1.1582, loss: 1.1582, grad_norm: 7.0544 2020-10-03 16:55:48,492 - mmaction - INFO - Epoch [100][800/1997] lr: 7.500e-05, eta: 0:21:00, time: 1.046, data_time: 0.350, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8935, loss_cls: 1.1157, loss: 1.1157, grad_norm: 6.8113 2020-10-03 16:56:09,439 - mmaction - INFO - Epoch [100][820/1997] lr: 7.500e-05, eta: 0:20:39, time: 1.048, data_time: 0.220, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8924, loss_cls: 1.1247, loss: 1.1247, grad_norm: 6.9187 2020-10-03 16:56:29,804 - mmaction - INFO - Epoch [100][840/1997] lr: 7.500e-05, eta: 0:20:18, time: 1.018, data_time: 0.052, memory: 8350, top1_acc: 0.7299, top5_acc: 0.8831, loss_cls: 1.1539, loss: 1.1539, grad_norm: 6.8590 2020-10-03 16:56:50,933 - mmaction - INFO - Epoch [100][860/1997] lr: 7.500e-05, eta: 0:19:57, time: 1.057, data_time: 0.001, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1842, loss: 1.1842, grad_norm: 7.0676 2020-10-03 16:57:11,899 - mmaction - INFO - Epoch [100][880/1997] lr: 7.500e-05, eta: 0:19:36, time: 1.047, data_time: 0.002, memory: 8350, top1_acc: 0.7242, top5_acc: 0.8904, loss_cls: 1.1500, loss: 1.1500, grad_norm: 7.0064 2020-10-03 16:57:32,140 - mmaction - INFO - Epoch [100][900/1997] lr: 7.500e-05, eta: 0:19:15, time: 1.014, data_time: 0.002, memory: 8350, top1_acc: 0.7141, top5_acc: 0.8854, loss_cls: 1.1555, loss: 1.1555, grad_norm: 7.0155 2020-10-03 16:57:53,337 - mmaction - INFO - Epoch [100][920/1997] lr: 7.500e-05, eta: 0:18:54, time: 1.058, data_time: 0.001, memory: 8350, top1_acc: 0.7266, top5_acc: 0.8927, loss_cls: 1.1242, loss: 1.1242, grad_norm: 6.8204 2020-10-03 16:58:14,400 - mmaction - INFO - Epoch [100][940/1997] lr: 7.500e-05, eta: 0:18:32, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.7172, top5_acc: 0.8885, loss_cls: 1.1559, loss: 1.1559, grad_norm: 7.0436 2020-10-03 16:58:35,785 - mmaction - INFO - Epoch [100][960/1997] lr: 7.500e-05, eta: 0:18:11, time: 1.069, data_time: 0.002, memory: 8350, top1_acc: 0.7174, top5_acc: 0.8810, loss_cls: 1.1795, loss: 1.1795, grad_norm: 7.1395 2020-10-03 16:58:57,976 - mmaction - INFO - Epoch [100][980/1997] lr: 7.500e-05, eta: 0:17:50, time: 1.109, data_time: 0.001, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8974, loss_cls: 1.1170, loss: 1.1170, grad_norm: 6.9141 2020-10-03 16:59:17,954 - mmaction - INFO - Epoch [100][1000/1997] lr: 7.500e-05, eta: 0:17:29, time: 0.999, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.1435, loss: 1.1435, grad_norm: 6.9177 2020-10-03 16:59:39,318 - mmaction - INFO - Epoch [100][1020/1997] lr: 7.500e-05, eta: 0:17:08, time: 1.070, data_time: 0.003, memory: 8350, top1_acc: 0.7273, top5_acc: 0.8885, loss_cls: 1.1397, loss: 1.1397, grad_norm: 6.9908 2020-10-03 16:59:59,645 - mmaction - INFO - Epoch [100][1040/1997] lr: 7.500e-05, eta: 0:16:47, time: 1.016, data_time: 0.001, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8927, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.9208 2020-10-03 17:00:21,126 - mmaction - INFO - Epoch [100][1060/1997] lr: 7.500e-05, eta: 0:16:26, time: 1.074, data_time: 0.002, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8901, loss_cls: 1.1426, loss: 1.1426, grad_norm: 6.8968 2020-10-03 17:00:42,314 - mmaction - INFO - Epoch [100][1080/1997] lr: 7.500e-05, eta: 0:16:05, time: 1.059, data_time: 0.003, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8872, loss_cls: 1.1450, loss: 1.1450, grad_norm: 6.9043 2020-10-03 17:01:02,889 - mmaction - INFO - Epoch [100][1100/1997] lr: 7.500e-05, eta: 0:15:44, time: 1.029, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8940, loss_cls: 1.1241, loss: 1.1241, grad_norm: 7.0574 2020-10-03 17:01:23,976 - mmaction - INFO - Epoch [100][1120/1997] lr: 7.500e-05, eta: 0:15:23, time: 1.055, data_time: 0.003, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8870, loss_cls: 1.1504, loss: 1.1504, grad_norm: 6.9779 2020-10-03 17:01:44,893 - mmaction - INFO - Epoch [100][1140/1997] lr: 7.500e-05, eta: 0:15:02, time: 1.045, data_time: 0.001, memory: 8350, top1_acc: 0.7281, top5_acc: 0.8924, loss_cls: 1.1199, loss: 1.1199, grad_norm: 6.7567 2020-10-03 17:02:05,682 - mmaction - INFO - Epoch [100][1160/1997] lr: 7.500e-05, eta: 0:14:41, time: 1.039, data_time: 0.001, memory: 8350, top1_acc: 0.7117, top5_acc: 0.8760, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.0291 2020-10-03 17:02:26,052 - mmaction - INFO - Epoch [100][1180/1997] lr: 7.500e-05, eta: 0:14:20, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7367, top5_acc: 0.8867, loss_cls: 1.1231, loss: 1.1231, grad_norm: 6.9518 2020-10-03 17:02:47,454 - mmaction - INFO - Epoch [100][1200/1997] lr: 7.500e-05, eta: 0:13:59, time: 1.069, data_time: 0.001, memory: 8350, top1_acc: 0.7253, top5_acc: 0.8911, loss_cls: 1.1496, loss: 1.1496, grad_norm: 7.0062 2020-10-03 17:03:09,470 - mmaction - INFO - Epoch [100][1220/1997] lr: 7.500e-05, eta: 0:13:38, time: 1.101, data_time: 0.001, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8836, loss_cls: 1.1882, loss: 1.1882, grad_norm: 7.1002 2020-10-03 17:03:28,569 - mmaction - INFO - Epoch [100][1240/1997] lr: 7.500e-05, eta: 0:13:17, time: 0.956, data_time: 0.075, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8901, loss_cls: 1.1522, loss: 1.1522, grad_norm: 7.1109 2020-10-03 17:03:50,897 - mmaction - INFO - Epoch [100][1260/1997] lr: 7.500e-05, eta: 0:12:56, time: 1.116, data_time: 0.064, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8839, loss_cls: 1.1891, loss: 1.1891, grad_norm: 7.1194 2020-10-03 17:04:11,428 - mmaction - INFO - Epoch [100][1280/1997] lr: 7.500e-05, eta: 0:12:34, time: 1.027, data_time: 0.006, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8951, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.8726 2020-10-03 17:04:31,697 - mmaction - INFO - Epoch [100][1300/1997] lr: 7.500e-05, eta: 0:12:13, time: 1.012, data_time: 0.001, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.1021, loss: 1.1021, grad_norm: 6.8864 2020-10-03 17:04:52,810 - mmaction - INFO - Epoch [100][1320/1997] lr: 7.500e-05, eta: 0:11:52, time: 1.056, data_time: 0.080, memory: 8350, top1_acc: 0.7294, top5_acc: 0.8893, loss_cls: 1.1299, loss: 1.1299, grad_norm: 6.8384 2020-10-03 17:05:13,990 - mmaction - INFO - Epoch [100][1340/1997] lr: 7.500e-05, eta: 0:11:31, time: 1.060, data_time: 0.004, memory: 8350, top1_acc: 0.7310, top5_acc: 0.8932, loss_cls: 1.0916, loss: 1.0916, grad_norm: 6.8505 2020-10-03 17:05:34,777 - mmaction - INFO - Epoch [100][1360/1997] lr: 7.500e-05, eta: 0:11:10, time: 1.040, data_time: 0.001, memory: 8350, top1_acc: 0.7143, top5_acc: 0.8893, loss_cls: 1.1841, loss: 1.1841, grad_norm: 7.1721 2020-10-03 17:05:56,511 - mmaction - INFO - Epoch [100][1380/1997] lr: 7.500e-05, eta: 0:10:49, time: 1.087, data_time: 0.001, memory: 8350, top1_acc: 0.7263, top5_acc: 0.8828, loss_cls: 1.1644, loss: 1.1644, grad_norm: 7.1177 2020-10-03 17:06:17,029 - mmaction - INFO - Epoch [100][1400/1997] lr: 7.500e-05, eta: 0:10:28, time: 1.024, data_time: 0.001, memory: 8350, top1_acc: 0.7161, top5_acc: 0.8917, loss_cls: 1.1547, loss: 1.1547, grad_norm: 7.0934 2020-10-03 17:06:38,567 - mmaction - INFO - Epoch [100][1420/1997] lr: 7.500e-05, eta: 0:10:07, time: 1.078, data_time: 0.003, memory: 8350, top1_acc: 0.7284, top5_acc: 0.8956, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.9449 2020-10-03 17:07:00,302 - mmaction - INFO - Epoch [100][1440/1997] lr: 7.500e-05, eta: 0:09:46, time: 1.086, data_time: 0.001, memory: 8350, top1_acc: 0.7250, top5_acc: 0.8841, loss_cls: 1.1440, loss: 1.1440, grad_norm: 7.0328 2020-10-03 17:07:20,039 - mmaction - INFO - Epoch [100][1460/1997] lr: 7.500e-05, eta: 0:09:25, time: 0.987, data_time: 0.002, memory: 8350, top1_acc: 0.7206, top5_acc: 0.8867, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.9621 2020-10-03 17:07:41,893 - mmaction - INFO - Epoch [100][1480/1997] lr: 7.500e-05, eta: 0:09:04, time: 1.092, data_time: 0.002, memory: 8350, top1_acc: 0.7354, top5_acc: 0.8898, loss_cls: 1.1384, loss: 1.1384, grad_norm: 6.9712 2020-10-03 17:08:02,119 - mmaction - INFO - Epoch [100][1500/1997] lr: 7.500e-05, eta: 0:08:43, time: 1.011, data_time: 0.002, memory: 8350, top1_acc: 0.7310, top5_acc: 0.8987, loss_cls: 1.1046, loss: 1.1046, grad_norm: 6.9147 2020-10-03 17:08:22,654 - mmaction - INFO - Epoch [100][1520/1997] lr: 7.500e-05, eta: 0:08:22, time: 1.027, data_time: 0.002, memory: 8350, top1_acc: 0.7234, top5_acc: 0.8872, loss_cls: 1.1562, loss: 1.1562, grad_norm: 7.0079 2020-10-03 17:08:43,385 - mmaction - INFO - Epoch [100][1540/1997] lr: 7.500e-05, eta: 0:08:01, time: 1.037, data_time: 0.003, memory: 8350, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.1066, loss: 1.1066, grad_norm: 6.8948 2020-10-03 17:09:05,178 - mmaction - INFO - Epoch [100][1560/1997] lr: 7.500e-05, eta: 0:07:40, time: 1.090, data_time: 0.002, memory: 8350, top1_acc: 0.7268, top5_acc: 0.8891, loss_cls: 1.1271, loss: 1.1271, grad_norm: 7.0374 2020-10-03 17:09:25,645 - mmaction - INFO - Epoch [100][1580/1997] lr: 7.500e-05, eta: 0:07:19, time: 1.023, data_time: 0.001, memory: 8350, top1_acc: 0.7352, top5_acc: 0.8982, loss_cls: 1.0882, loss: 1.0882, grad_norm: 6.8160 2020-10-03 17:09:46,257 - mmaction - INFO - Epoch [100][1600/1997] lr: 7.500e-05, eta: 0:06:58, time: 1.029, data_time: 0.001, memory: 8350, top1_acc: 0.7302, top5_acc: 0.8885, loss_cls: 1.1492, loss: 1.1492, grad_norm: 6.9467 2020-10-03 17:10:07,120 - mmaction - INFO - Epoch [100][1620/1997] lr: 7.500e-05, eta: 0:06:36, time: 1.044, data_time: 0.003, memory: 8350, top1_acc: 0.7146, top5_acc: 0.8857, loss_cls: 1.1546, loss: 1.1546, grad_norm: 7.1787 2020-10-03 17:10:27,518 - mmaction - INFO - Epoch [100][1640/1997] lr: 7.500e-05, eta: 0:06:15, time: 1.020, data_time: 0.002, memory: 8350, top1_acc: 0.7289, top5_acc: 0.8984, loss_cls: 1.1118, loss: 1.1118, grad_norm: 6.9726 2020-10-03 17:10:48,874 - mmaction - INFO - Epoch [100][1660/1997] lr: 7.500e-05, eta: 0:05:54, time: 1.068, data_time: 0.002, memory: 8350, top1_acc: 0.7112, top5_acc: 0.8799, loss_cls: 1.1862, loss: 1.1862, grad_norm: 7.1487 2020-10-03 17:11:10,209 - mmaction - INFO - Epoch [100][1680/1997] lr: 7.500e-05, eta: 0:05:33, time: 1.066, data_time: 0.002, memory: 8350, top1_acc: 0.7211, top5_acc: 0.8870, loss_cls: 1.1472, loss: 1.1472, grad_norm: 7.0175 2020-10-03 17:11:32,067 - mmaction - INFO - Epoch [100][1700/1997] lr: 7.500e-05, eta: 0:05:12, time: 1.093, data_time: 0.002, memory: 8350, top1_acc: 0.7237, top5_acc: 0.8818, loss_cls: 1.1354, loss: 1.1354, grad_norm: 6.9952 2020-10-03 17:11:53,245 - mmaction - INFO - Epoch [100][1720/1997] lr: 7.500e-05, eta: 0:04:51, time: 1.059, data_time: 0.002, memory: 8350, top1_acc: 0.7221, top5_acc: 0.8948, loss_cls: 1.1431, loss: 1.1431, grad_norm: 6.9426 2020-10-03 17:12:12,607 - mmaction - INFO - Epoch [100][1740/1997] lr: 7.500e-05, eta: 0:04:30, time: 0.968, data_time: 0.002, memory: 8350, top1_acc: 0.7034, top5_acc: 0.8818, loss_cls: 1.2016, loss: 1.2016, grad_norm: 7.1432 2020-10-03 17:12:34,651 - mmaction - INFO - Epoch [100][1760/1997] lr: 7.500e-05, eta: 0:04:09, time: 1.103, data_time: 0.002, memory: 8350, top1_acc: 0.7391, top5_acc: 0.8940, loss_cls: 1.1165, loss: 1.1165, grad_norm: 6.8501 2020-10-03 17:12:56,689 - mmaction - INFO - Epoch [100][1780/1997] lr: 7.500e-05, eta: 0:03:48, time: 1.102, data_time: 0.002, memory: 8350, top1_acc: 0.7187, top5_acc: 0.8898, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.9787 2020-10-03 17:13:16,709 - mmaction - INFO - Epoch [100][1800/1997] lr: 7.500e-05, eta: 0:03:27, time: 1.001, data_time: 0.002, memory: 8350, top1_acc: 0.7333, top5_acc: 0.8932, loss_cls: 1.1101, loss: 1.1101, grad_norm: 6.8612 2020-10-03 17:13:37,220 - mmaction - INFO - Epoch [100][1820/1997] lr: 7.500e-05, eta: 0:03:06, time: 1.026, data_time: 0.002, memory: 8350, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.1889, loss: 1.1889, grad_norm: 7.1330 2020-10-03 17:13:58,616 - mmaction - INFO - Epoch [100][1840/1997] lr: 7.500e-05, eta: 0:02:45, time: 1.069, data_time: 0.004, memory: 8350, top1_acc: 0.7156, top5_acc: 0.8979, loss_cls: 1.1216, loss: 1.1216, grad_norm: 6.9790 2020-10-03 17:14:18,844 - mmaction - INFO - Epoch [100][1860/1997] lr: 7.500e-05, eta: 0:02:24, time: 1.010, data_time: 0.038, memory: 8350, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1700, loss: 1.1700, grad_norm: 7.0869 2020-10-03 17:14:39,692 - mmaction - INFO - Epoch [100][1880/1997] lr: 7.500e-05, eta: 0:02:03, time: 1.043, data_time: 0.360, memory: 8350, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.1250, loss: 1.1250, grad_norm: 7.0202 2020-10-03 17:15:00,625 - mmaction - INFO - Epoch [100][1900/1997] lr: 7.500e-05, eta: 0:01:42, time: 1.047, data_time: 0.362, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8924, loss_cls: 1.1277, loss: 1.1277, grad_norm: 6.9627 2020-10-03 17:15:21,997 - mmaction - INFO - Epoch [100][1920/1997] lr: 7.500e-05, eta: 0:01:21, time: 1.069, data_time: 0.137, memory: 8350, top1_acc: 0.7159, top5_acc: 0.8906, loss_cls: 1.1608, loss: 1.1608, grad_norm: 7.0910 2020-10-03 17:15:42,473 - mmaction - INFO - Epoch [100][1940/1997] lr: 7.500e-05, eta: 0:01:00, time: 1.024, data_time: 0.002, memory: 8350, top1_acc: 0.7276, top5_acc: 0.8906, loss_cls: 1.1385, loss: 1.1385, grad_norm: 7.0012 2020-10-03 17:16:04,055 - mmaction - INFO - Epoch [100][1960/1997] lr: 7.500e-05, eta: 0:00:38, time: 1.079, data_time: 0.074, memory: 8350, top1_acc: 0.7323, top5_acc: 0.8917, loss_cls: 1.1092, loss: 1.1092, grad_norm: 7.0383 2020-10-03 17:16:25,209 - mmaction - INFO - Epoch [100][1980/1997] lr: 7.500e-05, eta: 0:00:17, time: 1.058, data_time: 0.007, memory: 8350, top1_acc: 0.7195, top5_acc: 0.8911, loss_cls: 1.1424, loss: 1.1424, grad_norm: 6.9435 2020-10-03 17:16:44,419 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-10-03 17:19:38,012 - mmaction - INFO - Evaluating top_k_accuracy... 2020-10-03 17:19:39,671 - mmaction - INFO - top1_acc 0.7335 top5_acc 0.9156 2020-10-03 17:19:39,671 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-10-03 17:19:39,750 - mmaction - INFO - mean_acc 0.7326 2020-10-03 17:19:39,761 - mmaction - INFO - Epoch(val) [100][1997] top1_acc: 0.7335, top5_acc: 0.9156, mean_class_accuracy: 0.7326