2020-10-23 22:02:53,122 - 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: TITAN Xp CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 8.0, V8.0.61 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-39) PyTorch: 1.1.0 PyTorch compiling details: PyTorch built with: - GCC 4.9 - 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_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_50,code=compute_50 - CuDNN 7.5.1 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -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, 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: 1.1.2 MMCV Compiler: n/a MMCV CUDA Compiler: n/a MMAction2: 0.7.0+unknown ------------------------------------------------------------ 2020-10-23 22:02:53,125 - mmaction - INFO - Distributed training: True 2020-10-23 22:02:53,125 - mmaction - INFO - Config: /mnt/lustre/duanhaodong1/mmaction2_hvu/configs/hvu/tsn_attribute_333x.py # model settings category_nums = dict( action=729, attribute=117, concept=291, event=69, object=1679, scene=248) target_cate='attribute' model = dict( type='Recognizer2D', backbone=dict( type='ResNet', pretrained='modelzoo/resnet18-5c106cde.pth', depth=18, norm_eval=False), cls_head=dict( type='TSNHead', num_classes=category_nums[target_cate], in_channels=512, spatial_type='avg', multi_class=True, consensus=dict(type='AvgConsensus', dim=1), loss_cls=dict(type='BCELossWithLogits', loss_weight=333.), dropout_ratio=0.4, init_std=0.01)) # model training and testing settings train_cfg = dict() test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = '/mnt/lustre21/DATAshare2/duanhaodong/hvu_frames' ann_file_train = f'data/hvu/hvu_train_{target_cate}_frames.json' ann_file_val = f'data/hvu/hvu_val_{target_cate}_frames.json' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), 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='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), 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='SampleFrames', clip_len=1, frame_interval=1, num_clips=25, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), 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=32, workers_per_gpu=2, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline, multi_class=True, num_classes=category_nums[target_cate], filename_tmpl='img_{:05d}.jpg'), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root, pipeline=val_pipeline, multi_class=True, num_classes=category_nums[target_cate], filename_tmpl='img_{:05d}.jpg'), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root, pipeline=test_pipeline, multi_class=True, num_classes=category_nums[target_cate], filename_tmpl='img_{:05d}.jpg')) # optimizer optimizer = dict( type='SGD', lr=0.01, momentum=0.9, weight_decay=0.0001) # this lr is used for 16 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=5) evaluation = dict( interval=5, metrics=['mean_average_precision'], save_best=False, key_indicator='mean_average_precision') log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = f'./work_dirs/hvu/tsn_{target_cate}_333x/' load_from = None resume_from = f'./work_dirs/hvu/tsn_{target_cate}_333x/latest.pth' workflow = [('train', 5)] 2020-10-23 22:02:53,872 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-10-23 22:03:03,923 - mmaction - INFO - load checkpoint from ./work_dirs/hvu/tsn_attribute_333x/latest.pth 2020-10-23 22:03:04,646 - mmaction - INFO - resumed epoch 10, iter 11470 2020-10-23 22:03:04,659 - mmaction - INFO - Start running, host: duanhaodong1@SH-IDC2-172-20-20-76, work_dir: /mnt/lustre/duanhaodong1/mmaction2_hvu/work_dirs/hvu/tsn_attribute_333x 2020-10-23 22:03:04,659 - mmaction - INFO - workflow: [('train', 5)], max: 100 epochs 2020-10-23 22:03:44,855 - mmaction - INFO - Epoch [11][20/1147] lr: 1.000e-02, eta: 2 days, 9:36:44, time: 2.010, data_time: 0.808, memory: 5812, loss_cls: 10.3151, loss: 10.3151, grad_norm: 6.0954 2020-10-23 22:04:12,468 - mmaction - INFO - Epoch [11][40/1147] lr: 1.000e-02, eta: 2 days, 0:33:56, time: 1.379, data_time: 0.126, memory: 5812, loss_cls: 10.2830, loss: 10.2830, grad_norm: 6.1359 2020-10-23 22:04:40,842 - mmaction - INFO - Epoch [11][60/1147] lr: 1.000e-02, eta: 1 day, 21:48:37, time: 1.407, data_time: 0.003, memory: 5812, loss_cls: 10.4100, loss: 10.4100, grad_norm: 6.0725 2020-10-23 22:05:08,179 - mmaction - INFO - Epoch [11][80/1147] lr: 1.000e-02, eta: 1 day, 20:13:27, time: 1.378, data_time: 0.019, memory: 5812, loss_cls: 9.9937, loss: 9.9937, grad_norm: 5.9244 2020-10-23 22:05:35,483 - mmaction - INFO - Epoch [11][100/1147] lr: 1.000e-02, eta: 1 day, 19:10:22, time: 1.361, data_time: 0.005, memory: 5812, loss_cls: 10.5046, loss: 10.5046, grad_norm: 5.9904 2020-10-23 22:06:02,058 - mmaction - INFO - Epoch [11][120/1147] lr: 1.000e-02, eta: 1 day, 18:20:23, time: 1.334, data_time: 0.008, memory: 5812, loss_cls: 10.4065, loss: 10.4065, grad_norm: 6.2085 2020-10-23 22:06:28,963 - mmaction - INFO - Epoch [11][140/1147] lr: 1.000e-02, eta: 1 day, 17:46:45, time: 1.343, data_time: 0.001, memory: 5812, loss_cls: 10.3190, loss: 10.3190, grad_norm: 6.2258 2020-10-23 22:06:55,422 - mmaction - INFO - Epoch [11][160/1147] lr: 1.000e-02, eta: 1 day, 17:17:30, time: 1.325, data_time: 0.003, memory: 5812, loss_cls: 10.1921, loss: 10.1921, grad_norm: 5.9641 2020-10-23 22:07:22,277 - mmaction - INFO - Epoch [11][180/1147] lr: 1.000e-02, eta: 1 day, 16:57:12, time: 1.338, data_time: 0.003, memory: 5812, loss_cls: 9.9782, loss: 9.9782, grad_norm: 6.0524 2020-10-23 22:07:49,166 - mmaction - INFO - Epoch [11][200/1147] lr: 1.000e-02, eta: 1 day, 16:42:17, time: 1.347, data_time: 0.007, memory: 5812, loss_cls: 9.9981, loss: 9.9981, grad_norm: 6.0228 2020-10-23 22:08:16,236 - mmaction - INFO - Epoch [11][220/1147] lr: 1.000e-02, eta: 1 day, 16:31:09, time: 1.354, data_time: 0.009, memory: 5812, loss_cls: 10.2402, loss: 10.2402, grad_norm: 6.1520 2020-10-23 22:08:42,906 - mmaction - INFO - Epoch [11][240/1147] lr: 1.000e-02, eta: 1 day, 16:18:51, time: 1.333, data_time: 0.004, memory: 5812, loss_cls: 10.1528, loss: 10.1528, grad_norm: 5.9781 2020-10-23 22:09:09,203 - mmaction - INFO - Epoch [11][260/1147] lr: 1.000e-02, eta: 1 day, 16:05:53, time: 1.315, data_time: 0.005, memory: 5812, loss_cls: 10.2637, loss: 10.2637, grad_norm: 6.0127 2020-10-23 22:09:35,886 - mmaction - INFO - Epoch [11][280/1147] lr: 1.000e-02, eta: 1 day, 15:56:37, time: 1.330, data_time: 0.004, memory: 5812, loss_cls: 10.3462, loss: 10.3462, grad_norm: 6.1839 2020-10-23 22:10:02,237 - mmaction - INFO - Epoch [11][300/1147] lr: 1.000e-02, eta: 1 day, 15:47:22, time: 1.320, data_time: 0.016, memory: 5812, loss_cls: 10.2206, loss: 10.2206, grad_norm: 6.0440 2020-10-23 22:10:28,666 - mmaction - INFO - Epoch [11][320/1147] lr: 1.000e-02, eta: 1 day, 15:38:53, time: 1.317, data_time: 0.007, memory: 5812, loss_cls: 10.1758, loss: 10.1758, grad_norm: 6.1486 2020-10-23 22:10:54,772 - mmaction - INFO - Epoch [11][340/1147] lr: 1.000e-02, eta: 1 day, 15:31:00, time: 1.313, data_time: 0.011, memory: 5812, loss_cls: 10.1995, loss: 10.1995, grad_norm: 5.9846 2020-10-23 22:11:20,823 - mmaction - INFO - Epoch [11][360/1147] lr: 1.000e-02, eta: 1 day, 15:22:55, time: 1.303, data_time: 0.008, memory: 5812, loss_cls: 10.1711, loss: 10.1711, grad_norm: 7.0031 2020-10-23 22:11:46,987 - mmaction - INFO - Epoch [11][380/1147] lr: 1.000e-02, eta: 1 day, 15:16:09, time: 1.308, data_time: 0.007, memory: 5812, loss_cls: 10.1643, loss: 10.1643, grad_norm: 6.2080 2020-10-23 22:12:13,232 - mmaction - INFO - Epoch [11][400/1147] lr: 1.000e-02, eta: 1 day, 15:10:00, time: 1.308, data_time: 0.001, memory: 5812, loss_cls: 10.2968, loss: 10.2968, grad_norm: 6.0803 2020-10-23 22:12:40,150 - mmaction - INFO - Epoch [11][420/1147] lr: 1.000e-02, eta: 1 day, 15:07:22, time: 1.345, data_time: 0.007, memory: 5812, loss_cls: 10.4244, loss: 10.4244, grad_norm: 6.1336 2020-10-23 22:13:06,450 - mmaction - INFO - Epoch [11][440/1147] lr: 1.000e-02, eta: 1 day, 15:02:46, time: 1.317, data_time: 0.010, memory: 5812, loss_cls: 10.2201, loss: 10.2201, grad_norm: 6.0878 2020-10-23 22:13:32,558 - mmaction - INFO - Epoch [11][460/1147] lr: 1.000e-02, eta: 1 day, 14:57:41, time: 1.305, data_time: 0.007, memory: 5812, loss_cls: 10.4185, loss: 10.4185, grad_norm: 6.0795 2020-10-23 22:13:58,860 - mmaction - INFO - Epoch [11][480/1147] lr: 1.000e-02, eta: 1 day, 14:53:34, time: 1.314, data_time: 0.006, memory: 5812, loss_cls: 10.4768, loss: 10.4768, grad_norm: 6.1159 2020-10-23 22:14:25,104 - mmaction - INFO - Epoch [11][500/1147] lr: 1.000e-02, eta: 1 day, 14:49:42, time: 1.313, data_time: 0.008, memory: 5812, loss_cls: 10.3265, loss: 10.3265, grad_norm: 6.1497 2020-10-23 22:14:51,750 - mmaction - INFO - Epoch [11][520/1147] lr: 1.000e-02, eta: 1 day, 14:47:40, time: 1.337, data_time: 0.007, memory: 5812, loss_cls: 10.2307, loss: 10.2307, grad_norm: 6.1309 2020-10-23 22:15:18,310 - mmaction - INFO - Epoch [11][540/1147] lr: 1.000e-02, eta: 1 day, 14:45:02, time: 1.325, data_time: 0.008, memory: 5812, loss_cls: 10.3760, loss: 10.3760, grad_norm: 6.2320 2020-10-23 22:15:45,766 - mmaction - INFO - Epoch [11][560/1147] lr: 1.000e-02, eta: 1 day, 14:45:36, time: 1.375, data_time: 0.006, memory: 5812, loss_cls: 10.1450, loss: 10.1450, grad_norm: 6.0600 2020-10-23 22:16:10,730 - mmaction - INFO - Epoch [11][580/1147] lr: 1.000e-02, eta: 1 day, 14:38:24, time: 1.245, data_time: 0.003, memory: 5812, loss_cls: 10.3720, loss: 10.3720, grad_norm: 5.9975 2020-10-23 22:16:37,329 - mmaction - INFO - Epoch [11][600/1147] lr: 1.000e-02, eta: 1 day, 14:36:39, time: 1.332, data_time: 0.005, memory: 5812, loss_cls: 10.3327, loss: 10.3327, grad_norm: 6.0386 2020-10-23 22:17:02,769 - mmaction - INFO - Epoch [11][620/1147] lr: 1.000e-02, eta: 1 day, 14:31:40, time: 1.272, data_time: 0.007, memory: 5812, loss_cls: 10.4471, loss: 10.4471, grad_norm: 6.1817 2020-10-23 22:17:29,215 - mmaction - INFO - Epoch [11][640/1147] lr: 1.000e-02, eta: 1 day, 14:29:36, time: 1.322, data_time: 0.004, memory: 5812, loss_cls: 10.3744, loss: 10.3744, grad_norm: 6.1350 2020-10-23 22:17:56,064 - mmaction - INFO - Epoch [11][660/1147] lr: 1.000e-02, eta: 1 day, 14:28:45, time: 1.343, data_time: 0.008, memory: 5812, loss_cls: 10.4644, loss: 10.4644, grad_norm: 6.0108 2020-10-23 22:18:22,960 - mmaction - INFO - Epoch [11][680/1147] lr: 1.000e-02, eta: 1 day, 14:27:51, time: 1.341, data_time: 0.005, memory: 5812, loss_cls: 10.2670, loss: 10.2670, grad_norm: 6.0509 2020-10-23 22:18:49,435 - mmaction - INFO - Epoch [11][700/1147] lr: 1.000e-02, eta: 1 day, 14:25:47, time: 1.317, data_time: 0.006, memory: 5812, loss_cls: 10.1372, loss: 10.1372, grad_norm: 5.9564 2020-10-23 22:19:15,470 - mmaction - INFO - Epoch [11][720/1147] lr: 1.000e-02, eta: 1 day, 14:23:36, time: 1.313, data_time: 0.016, memory: 5812, loss_cls: 10.2930, loss: 10.2930, grad_norm: 5.9761 2020-10-23 22:19:41,881 - mmaction - INFO - Epoch [11][740/1147] lr: 1.000e-02, eta: 1 day, 14:21:43, time: 1.317, data_time: 0.005, memory: 5812, loss_cls: 10.2123, loss: 10.2123, grad_norm: 6.0447 2020-10-23 22:20:08,752 - mmaction - INFO - Epoch [11][760/1147] lr: 1.000e-02, eta: 1 day, 14:21:10, time: 1.345, data_time: 0.011, memory: 5812, loss_cls: 10.2995, loss: 10.2995, grad_norm: 6.0693 2020-10-23 22:20:34,564 - mmaction - INFO - Epoch [11][780/1147] lr: 1.000e-02, eta: 1 day, 14:18:14, time: 1.291, data_time: 0.003, memory: 5812, loss_cls: 10.2313, loss: 10.2313, grad_norm: 5.9728 2020-10-23 22:21:00,960 - mmaction - INFO - Epoch [11][800/1147] lr: 1.000e-02, eta: 1 day, 14:16:20, time: 1.312, data_time: 0.001, memory: 5812, loss_cls: 10.3696, loss: 10.3696, grad_norm: 6.0044 2020-10-23 22:21:27,835 - mmaction - INFO - Epoch [11][820/1147] lr: 1.000e-02, eta: 1 day, 14:16:07, time: 1.351, data_time: 0.012, memory: 5812, loss_cls: 10.3041, loss: 10.3041, grad_norm: 6.1370 2020-10-23 22:21:54,201 - mmaction - INFO - Epoch [11][840/1147] lr: 1.000e-02, eta: 1 day, 14:14:36, time: 1.319, data_time: 0.003, memory: 5812, loss_cls: 10.2696, loss: 10.2696, grad_norm: 6.0484 2020-10-23 22:22:21,126 - mmaction - INFO - Epoch [11][860/1147] lr: 1.000e-02, eta: 1 day, 14:14:03, time: 1.342, data_time: 0.004, memory: 5812, loss_cls: 10.4534, loss: 10.4534, grad_norm: 5.9894 2020-10-23 22:22:47,374 - mmaction - INFO - Epoch [11][880/1147] lr: 1.000e-02, eta: 1 day, 14:12:25, time: 1.314, data_time: 0.007, memory: 5812, loss_cls: 10.3361, loss: 10.3361, grad_norm: 5.8881 2020-10-23 22:23:13,927 - mmaction - INFO - Epoch [11][900/1147] lr: 1.000e-02, eta: 1 day, 14:11:12, time: 1.324, data_time: 0.005, memory: 5812, loss_cls: 10.4024, loss: 10.4024, grad_norm: 6.0249 2020-10-23 22:23:41,169 - mmaction - INFO - Epoch [11][920/1147] lr: 1.000e-02, eta: 1 day, 14:11:38, time: 1.367, data_time: 0.008, memory: 5812, loss_cls: 10.4699, loss: 10.4699, grad_norm: 6.0415 2020-10-23 22:24:07,803 - mmaction - INFO - Epoch [11][940/1147] lr: 1.000e-02, eta: 1 day, 14:10:43, time: 1.331, data_time: 0.003, memory: 5812, loss_cls: 10.1901, loss: 10.1901, grad_norm: 6.0595 2020-10-23 22:24:34,390 - mmaction - INFO - Epoch [11][960/1147] lr: 1.000e-02, eta: 1 day, 14:09:49, time: 1.331, data_time: 0.007, memory: 5812, loss_cls: 10.2348, loss: 10.2348, grad_norm: 5.9889 2020-10-23 22:25:00,652 - mmaction - INFO - Epoch [11][980/1147] lr: 1.000e-02, eta: 1 day, 14:08:20, time: 1.314, data_time: 0.005, memory: 5812, loss_cls: 10.2628, loss: 10.2628, grad_norm: 5.9653 2020-10-23 22:25:27,532 - mmaction - INFO - Epoch [11][1000/1147] lr: 1.000e-02, eta: 1 day, 14:07:56, time: 1.344, data_time: 0.001, memory: 5812, loss_cls: 10.1225, loss: 10.1225, grad_norm: 6.0388 2020-10-23 22:25:54,163 - mmaction - INFO - Epoch [11][1020/1147] lr: 1.000e-02, eta: 1 day, 14:07:05, time: 1.331, data_time: 0.002, memory: 5812, loss_cls: 10.3949, loss: 10.3949, grad_norm: 6.0184 2020-10-23 22:26:20,918 - mmaction - INFO - Epoch [11][1040/1147] lr: 1.000e-02, eta: 1 day, 14:06:29, time: 1.338, data_time: 0.002, memory: 5812, loss_cls: 10.1968, loss: 10.1968, grad_norm: 6.2210 2020-10-23 22:26:47,303 - mmaction - INFO - Epoch [11][1060/1147] lr: 1.000e-02, eta: 1 day, 14:05:15, time: 1.318, data_time: 0.006, memory: 5812, loss_cls: 10.1830, loss: 10.1830, grad_norm: 5.9185 2020-10-23 22:27:13,310 - mmaction - INFO - Epoch [11][1080/1147] lr: 1.000e-02, eta: 1 day, 14:03:24, time: 1.298, data_time: 0.004, memory: 5812, loss_cls: 10.2729, loss: 10.2729, grad_norm: 6.1517 2020-10-23 22:27:40,100 - mmaction - INFO - Epoch [11][1100/1147] lr: 1.000e-02, eta: 1 day, 14:02:56, time: 1.341, data_time: 0.008, memory: 5812, loss_cls: 10.2083, loss: 10.2083, grad_norm: 6.0366 2020-10-23 22:28:06,902 - mmaction - INFO - Epoch [11][1120/1147] lr: 1.000e-02, eta: 1 day, 14:02:27, time: 1.340, data_time: 0.006, memory: 5812, loss_cls: 10.2109, loss: 10.2109, grad_norm: 6.0290 2020-10-23 22:28:33,847 - mmaction - INFO - Epoch [11][1140/1147] lr: 1.000e-02, eta: 1 day, 14:02:13, time: 1.348, data_time: 0.008, memory: 5812, loss_cls: 10.0907, loss: 10.0907, grad_norm: 5.9775 2020-10-23 22:29:37,805 - mmaction - INFO - Epoch [12][20/1147] lr: 1.000e-02, eta: 1 day, 14:23:01, time: 2.545, data_time: 1.445, memory: 5812, loss_cls: 10.1851, loss: 10.1851, grad_norm: 5.9877 2020-10-23 22:30:05,765 - mmaction - INFO - Epoch [12][40/1147] lr: 1.000e-02, eta: 1 day, 14:23:52, time: 1.399, data_time: 0.079, memory: 5812, loss_cls: 10.0746, loss: 10.0746, grad_norm: 6.0857 2020-10-23 22:30:31,898 - mmaction - INFO - Epoch [12][60/1147] lr: 1.000e-02, eta: 1 day, 14:22:04, time: 1.307, data_time: 0.001, memory: 5812, loss_cls: 10.2972, loss: 10.2972, grad_norm: 6.0157 2020-10-23 22:30:58,487 - mmaction - INFO - Epoch [12][80/1147] lr: 1.000e-02, eta: 1 day, 14:20:56, time: 1.329, data_time: 0.008, memory: 5812, loss_cls: 10.1554, loss: 10.1554, grad_norm: 6.0104 2020-10-23 22:31:23,948 - mmaction - INFO - Epoch [12][100/1147] lr: 1.000e-02, eta: 1 day, 14:17:59, time: 1.261, data_time: 0.003, memory: 5812, loss_cls: 9.8883, loss: 9.8883, grad_norm: 5.9699 2020-10-23 22:31:50,482 - mmaction - INFO - Epoch [12][120/1147] lr: 1.000e-02, eta: 1 day, 14:16:51, time: 1.327, data_time: 0.014, memory: 5812, loss_cls: 10.3301, loss: 10.3301, grad_norm: 6.0896 2020-10-23 22:32:16,771 - mmaction - INFO - Epoch [12][140/1147] lr: 1.000e-02, eta: 1 day, 14:15:40, time: 1.324, data_time: 0.016, memory: 5812, loss_cls: 10.2013, loss: 10.2013, grad_norm: 6.3541 2020-10-23 22:32:43,527 - mmaction - INFO - Epoch [12][160/1147] lr: 1.000e-02, eta: 1 day, 14:14:40, time: 1.330, data_time: 0.004, memory: 5812, loss_cls: 10.0275, loss: 10.0275, grad_norm: 6.1060 2020-10-23 22:33:09,167 - mmaction - INFO - Epoch [12][180/1147] lr: 1.000e-02, eta: 1 day, 14:12:37, time: 1.288, data_time: 0.011, memory: 5812, loss_cls: 10.2690, loss: 10.2690, grad_norm: 6.1809 2020-10-23 22:33:34,627 - mmaction - INFO - Epoch [12][200/1147] lr: 1.000e-02, eta: 1 day, 14:10:19, time: 1.276, data_time: 0.009, memory: 5812, loss_cls: 10.1646, loss: 10.1646, grad_norm: 6.1438 2020-10-23 22:34:01,169 - mmaction - INFO - Epoch [12][220/1147] lr: 1.000e-02, eta: 1 day, 14:09:16, time: 1.325, data_time: 0.005, memory: 5812, loss_cls: 10.2748, loss: 10.2748, grad_norm: 6.0157 2020-10-23 22:34:27,816 - mmaction - INFO - Epoch [12][240/1147] lr: 1.000e-02, eta: 1 day, 14:08:28, time: 1.334, data_time: 0.006, memory: 5812, loss_cls: 10.1470, loss: 10.1470, grad_norm: 6.7069 2020-10-23 22:34:53,517 - mmaction - INFO - Epoch [12][260/1147] lr: 1.000e-02, eta: 1 day, 14:06:28, time: 1.284, data_time: 0.005, memory: 5812, loss_cls: 10.5495, loss: 10.5495, grad_norm: 6.1321 2020-10-23 22:35:20,080 - mmaction - INFO - Epoch [12][280/1147] lr: 1.000e-02, eta: 1 day, 14:05:33, time: 1.327, data_time: 0.004, memory: 5812, loss_cls: 10.0131, loss: 10.0131, grad_norm: 5.9808 2020-10-23 22:35:46,927 - mmaction - INFO - Epoch [12][300/1147] lr: 1.000e-02, eta: 1 day, 14:05:03, time: 1.345, data_time: 0.006, memory: 5812, loss_cls: 10.2755, loss: 10.2755, grad_norm: 6.1734 2020-10-23 22:36:13,032 - mmaction - INFO - Epoch [12][320/1147] lr: 1.000e-02, eta: 1 day, 14:03:38, time: 1.305, data_time: 0.003, memory: 5812, loss_cls: 10.2294, loss: 10.2294, grad_norm: 6.1362 2020-10-23 22:36:39,672 - mmaction - INFO - Epoch [12][340/1147] lr: 1.000e-02, eta: 1 day, 14:02:45, time: 1.327, data_time: 0.003, memory: 5812, loss_cls: 10.3352, loss: 10.3352, grad_norm: 6.1417 2020-10-23 22:37:05,661 - mmaction - INFO - Epoch [12][360/1147] lr: 1.000e-02, eta: 1 day, 14:01:12, time: 1.298, data_time: 0.009, memory: 5812, loss_cls: 10.2769, loss: 10.2769, grad_norm: 6.1375 2020-10-23 22:37:32,358 - mmaction - INFO - Epoch [12][380/1147] lr: 1.000e-02, eta: 1 day, 14:00:40, time: 1.341, data_time: 0.010, memory: 5812, loss_cls: 10.2077, loss: 10.2077, grad_norm: 6.0552 2020-10-23 22:37:58,229 - mmaction - INFO - Epoch [12][400/1147] lr: 1.000e-02, eta: 1 day, 13:59:04, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 10.5130, loss: 10.5130, grad_norm: 6.1274 2020-10-23 22:38:24,844 - mmaction - INFO - Epoch [12][420/1147] lr: 1.000e-02, eta: 1 day, 13:58:10, time: 1.324, data_time: 0.001, memory: 5812, loss_cls: 10.2704, loss: 10.2704, grad_norm: 6.0868 2020-10-23 22:38:50,242 - mmaction - INFO - Epoch [12][440/1147] lr: 1.000e-02, eta: 1 day, 13:56:17, time: 1.277, data_time: 0.009, memory: 5812, loss_cls: 10.3440, loss: 10.3440, grad_norm: 6.0726 2020-10-23 22:39:16,647 - mmaction - INFO - Epoch [12][460/1147] lr: 1.000e-02, eta: 1 day, 13:55:16, time: 1.317, data_time: 0.002, memory: 5812, loss_cls: 10.2957, loss: 10.2957, grad_norm: 5.9671 2020-10-23 22:39:42,715 - mmaction - INFO - Epoch [12][480/1147] lr: 1.000e-02, eta: 1 day, 13:54:03, time: 1.307, data_time: 0.006, memory: 5812, loss_cls: 10.2238, loss: 10.2238, grad_norm: 6.1235 2020-10-23 22:40:09,509 - mmaction - INFO - Epoch [12][500/1147] lr: 1.000e-02, eta: 1 day, 13:53:30, time: 1.338, data_time: 0.002, memory: 5812, loss_cls: 9.9586, loss: 9.9586, grad_norm: 6.0719 2020-10-23 22:40:35,685 - mmaction - INFO - Epoch [12][520/1147] lr: 1.000e-02, eta: 1 day, 13:52:21, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 10.1939, loss: 10.1939, grad_norm: 6.0352 2020-10-23 22:41:01,791 - mmaction - INFO - Epoch [12][540/1147] lr: 1.000e-02, eta: 1 day, 13:51:08, time: 1.305, data_time: 0.006, memory: 5812, loss_cls: 10.2886, loss: 10.2886, grad_norm: 5.9580 2020-10-23 22:41:27,959 - mmaction - INFO - Epoch [12][560/1147] lr: 1.000e-02, eta: 1 day, 13:49:58, time: 1.305, data_time: 0.006, memory: 5812, loss_cls: 10.2162, loss: 10.2162, grad_norm: 5.9501 2020-10-23 22:41:54,265 - mmaction - INFO - Epoch [12][580/1147] lr: 1.000e-02, eta: 1 day, 13:49:01, time: 1.316, data_time: 0.009, memory: 5812, loss_cls: 10.2478, loss: 10.2478, grad_norm: 6.0013 2020-10-23 22:42:20,884 - mmaction - INFO - Epoch [12][600/1147] lr: 1.000e-02, eta: 1 day, 13:48:16, time: 1.326, data_time: 0.011, memory: 5812, loss_cls: 10.0310, loss: 10.0310, grad_norm: 6.0287 2020-10-23 22:42:47,228 - mmaction - INFO - Epoch [12][620/1147] lr: 1.000e-02, eta: 1 day, 13:47:31, time: 1.325, data_time: 0.016, memory: 5812, loss_cls: 10.2502, loss: 10.2502, grad_norm: 6.0475 2020-10-23 22:43:13,351 - mmaction - INFO - Epoch [12][640/1147] lr: 1.000e-02, eta: 1 day, 13:46:21, time: 1.303, data_time: 0.005, memory: 5812, loss_cls: 10.2655, loss: 10.2655, grad_norm: 6.1110 2020-10-23 22:43:39,419 - mmaction - INFO - Epoch [12][660/1147] lr: 1.000e-02, eta: 1 day, 13:45:18, time: 1.308, data_time: 0.008, memory: 5812, loss_cls: 9.9956, loss: 9.9956, grad_norm: 6.0027 2020-10-23 22:44:05,967 - mmaction - INFO - Epoch [12][680/1147] lr: 1.000e-02, eta: 1 day, 13:44:24, time: 1.316, data_time: 0.005, memory: 5812, loss_cls: 10.0220, loss: 10.0220, grad_norm: 6.1108 2020-10-23 22:44:32,949 - mmaction - INFO - Epoch [12][700/1147] lr: 1.000e-02, eta: 1 day, 13:44:20, time: 1.360, data_time: 0.019, memory: 5812, loss_cls: 10.0302, loss: 10.0302, grad_norm: 6.0911 2020-10-23 22:44:58,346 - mmaction - INFO - Epoch [12][720/1147] lr: 1.000e-02, eta: 1 day, 13:42:35, time: 1.268, data_time: 0.004, memory: 5812, loss_cls: 10.3920, loss: 10.3920, grad_norm: 6.1743 2020-10-23 22:45:24,754 - mmaction - INFO - Epoch [12][740/1147] lr: 1.000e-02, eta: 1 day, 13:41:51, time: 1.323, data_time: 0.005, memory: 5812, loss_cls: 10.3205, loss: 10.3205, grad_norm: 6.0398 2020-10-23 22:45:51,671 - mmaction - INFO - Epoch [12][760/1147] lr: 1.000e-02, eta: 1 day, 13:41:23, time: 1.338, data_time: 0.005, memory: 5812, loss_cls: 10.0780, loss: 10.0780, grad_norm: 6.1853 2020-10-23 22:46:18,141 - mmaction - INFO - Epoch [12][780/1147] lr: 1.000e-02, eta: 1 day, 13:40:42, time: 1.325, data_time: 0.010, memory: 5812, loss_cls: 10.4466, loss: 10.4466, grad_norm: 6.0529 2020-10-23 22:46:44,858 - mmaction - INFO - Epoch [12][800/1147] lr: 1.000e-02, eta: 1 day, 13:40:15, time: 1.339, data_time: 0.009, memory: 5812, loss_cls: 10.1174, loss: 10.1174, grad_norm: 6.0503 2020-10-23 22:47:10,702 - mmaction - INFO - Epoch [12][820/1147] lr: 1.000e-02, eta: 1 day, 13:39:03, time: 1.296, data_time: 0.005, memory: 5812, loss_cls: 10.2805, loss: 10.2805, grad_norm: 6.1322 2020-10-23 22:47:36,549 - mmaction - INFO - Epoch [12][840/1147] lr: 1.000e-02, eta: 1 day, 13:37:49, time: 1.292, data_time: 0.002, memory: 5812, loss_cls: 10.3304, loss: 10.3304, grad_norm: 6.0494 2020-10-23 22:48:03,138 - mmaction - INFO - Epoch [12][860/1147] lr: 1.000e-02, eta: 1 day, 13:37:14, time: 1.329, data_time: 0.002, memory: 5812, loss_cls: 10.1715, loss: 10.1715, grad_norm: 5.9823 2020-10-23 22:48:29,695 - mmaction - INFO - Epoch [12][880/1147] lr: 1.000e-02, eta: 1 day, 13:36:27, time: 1.318, data_time: 0.003, memory: 5812, loss_cls: 10.2971, loss: 10.2971, grad_norm: 6.0372 2020-10-23 22:48:55,669 - mmaction - INFO - Epoch [12][900/1147] lr: 1.000e-02, eta: 1 day, 13:35:25, time: 1.302, data_time: 0.015, memory: 5812, loss_cls: 10.2226, loss: 10.2226, grad_norm: 5.9675 2020-10-23 22:49:21,936 - mmaction - INFO - Epoch [12][920/1147] lr: 1.000e-02, eta: 1 day, 13:34:21, time: 1.300, data_time: 0.010, memory: 5812, loss_cls: 10.2793, loss: 10.2793, grad_norm: 6.1023 2020-10-23 22:49:48,661 - mmaction - INFO - Epoch [12][940/1147] lr: 1.000e-02, eta: 1 day, 13:34:12, time: 1.356, data_time: 0.023, memory: 5812, loss_cls: 9.9088, loss: 9.9088, grad_norm: 5.9670 2020-10-23 22:50:13,070 - mmaction - INFO - Epoch [12][960/1147] lr: 1.000e-02, eta: 1 day, 13:31:54, time: 1.222, data_time: 0.003, memory: 5812, loss_cls: 10.3805, loss: 10.3805, grad_norm: 6.0765 2020-10-23 22:50:39,078 - mmaction - INFO - Epoch [12][980/1147] lr: 1.000e-02, eta: 1 day, 13:30:51, time: 1.298, data_time: 0.002, memory: 5812, loss_cls: 10.0968, loss: 10.0968, grad_norm: 5.9891 2020-10-23 22:51:05,190 - mmaction - INFO - Epoch [12][1000/1147] lr: 1.000e-02, eta: 1 day, 13:29:58, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 10.0793, loss: 10.0793, grad_norm: 5.9836 2020-10-23 22:51:31,828 - mmaction - INFO - Epoch [12][1020/1147] lr: 1.000e-02, eta: 1 day, 13:29:25, time: 1.328, data_time: 0.006, memory: 5812, loss_cls: 10.4279, loss: 10.4279, grad_norm: 6.1299 2020-10-23 22:51:58,216 - mmaction - INFO - Epoch [12][1040/1147] lr: 1.000e-02, eta: 1 day, 13:28:35, time: 1.311, data_time: 0.007, memory: 5812, loss_cls: 10.3132, loss: 10.3132, grad_norm: 6.0330 2020-10-23 22:52:24,937 - mmaction - INFO - Epoch [12][1060/1147] lr: 1.000e-02, eta: 1 day, 13:28:18, time: 1.345, data_time: 0.016, memory: 5812, loss_cls: 10.2253, loss: 10.2253, grad_norm: 6.0752 2020-10-23 22:52:51,488 - mmaction - INFO - Epoch [12][1080/1147] lr: 1.000e-02, eta: 1 day, 13:27:47, time: 1.331, data_time: 0.007, memory: 5812, loss_cls: 10.3680, loss: 10.3680, grad_norm: 5.9322 2020-10-23 22:53:18,455 - mmaction - INFO - Epoch [12][1100/1147] lr: 1.000e-02, eta: 1 day, 13:27:29, time: 1.344, data_time: 0.006, memory: 5812, loss_cls: 10.2898, loss: 10.2898, grad_norm: 6.0787 2020-10-23 22:53:44,757 - mmaction - INFO - Epoch [12][1120/1147] lr: 1.000e-02, eta: 1 day, 13:26:43, time: 1.314, data_time: 0.008, memory: 5812, loss_cls: 10.0664, loss: 10.0664, grad_norm: 6.0716 2020-10-23 22:54:11,062 - mmaction - INFO - Epoch [12][1140/1147] lr: 1.000e-02, eta: 1 day, 13:25:59, time: 1.315, data_time: 0.010, memory: 5812, loss_cls: 9.9442, loss: 9.9442, grad_norm: 5.9909 2020-10-23 22:55:13,209 - mmaction - INFO - Epoch [13][20/1147] lr: 1.000e-02, eta: 1 day, 13:34:41, time: 2.443, data_time: 1.596, memory: 5812, loss_cls: 10.0801, loss: 10.0801, grad_norm: 5.9786 2020-10-23 22:55:41,317 - mmaction - INFO - Epoch [13][40/1147] lr: 1.000e-02, eta: 1 day, 13:35:10, time: 1.405, data_time: 0.097, memory: 5812, loss_cls: 10.0764, loss: 10.0764, grad_norm: 6.0402 2020-10-23 22:56:09,134 - mmaction - INFO - Epoch [13][60/1147] lr: 1.000e-02, eta: 1 day, 13:35:20, time: 1.384, data_time: 0.002, memory: 5812, loss_cls: 10.3257, loss: 10.3257, grad_norm: 6.1248 2020-10-23 22:56:36,669 - mmaction - INFO - Epoch [13][80/1147] lr: 1.000e-02, eta: 1 day, 13:35:29, time: 1.384, data_time: 0.009, memory: 5812, loss_cls: 10.4058, loss: 10.4058, grad_norm: 6.1095 2020-10-23 22:57:03,554 - mmaction - INFO - Epoch [13][100/1147] lr: 1.000e-02, eta: 1 day, 13:35:05, time: 1.344, data_time: 0.002, memory: 5812, loss_cls: 9.9997, loss: 9.9997, grad_norm: 5.9595 2020-10-23 22:57:30,575 - mmaction - INFO - Epoch [13][120/1147] lr: 1.000e-02, eta: 1 day, 13:34:43, time: 1.348, data_time: 0.001, memory: 5812, loss_cls: 10.0490, loss: 10.0490, grad_norm: 6.0352 2020-10-23 22:57:56,529 - mmaction - INFO - Epoch [13][140/1147] lr: 1.000e-02, eta: 1 day, 13:33:42, time: 1.301, data_time: 0.004, memory: 5812, loss_cls: 9.9160, loss: 9.9160, grad_norm: 6.0078 2020-10-23 22:58:22,969 - mmaction - INFO - Epoch [13][160/1147] lr: 1.000e-02, eta: 1 day, 13:32:54, time: 1.316, data_time: 0.001, memory: 5812, loss_cls: 10.1144, loss: 10.1144, grad_norm: 5.9580 2020-10-23 22:58:49,295 - mmaction - INFO - Epoch [13][180/1147] lr: 1.000e-02, eta: 1 day, 13:32:11, time: 1.321, data_time: 0.013, memory: 5812, loss_cls: 10.1215, loss: 10.1215, grad_norm: 6.0974 2020-10-23 22:59:16,218 - mmaction - INFO - Epoch [13][200/1147] lr: 1.000e-02, eta: 1 day, 13:31:49, time: 1.348, data_time: 0.003, memory: 5812, loss_cls: 10.2239, loss: 10.2239, grad_norm: 6.0623 2020-10-23 22:59:42,357 - mmaction - INFO - Epoch [13][220/1147] lr: 1.000e-02, eta: 1 day, 13:30:51, time: 1.302, data_time: 0.002, memory: 5812, loss_cls: 9.8868, loss: 9.8868, grad_norm: 5.9923 2020-10-23 23:00:08,778 - mmaction - INFO - Epoch [13][240/1147] lr: 1.000e-02, eta: 1 day, 13:30:12, time: 1.326, data_time: 0.006, memory: 5812, loss_cls: 10.0844, loss: 10.0844, grad_norm: 6.0620 2020-10-23 23:00:36,010 - mmaction - INFO - Epoch [13][260/1147] lr: 1.000e-02, eta: 1 day, 13:30:02, time: 1.362, data_time: 0.001, memory: 5812, loss_cls: 10.3032, loss: 10.3032, grad_norm: 6.1101 2020-10-23 23:01:01,687 - mmaction - INFO - Epoch [13][280/1147] lr: 1.000e-02, eta: 1 day, 13:28:50, time: 1.284, data_time: 0.002, memory: 5812, loss_cls: 10.2627, loss: 10.2627, grad_norm: 6.0925 2020-10-23 23:01:28,319 - mmaction - INFO - Epoch [13][300/1147] lr: 1.000e-02, eta: 1 day, 13:28:14, time: 1.328, data_time: 0.003, memory: 5812, loss_cls: 10.3829, loss: 10.3829, grad_norm: 6.0721 2020-10-23 23:01:54,928 - mmaction - INFO - Epoch [13][320/1147] lr: 1.000e-02, eta: 1 day, 13:27:34, time: 1.324, data_time: 0.005, memory: 5812, loss_cls: 10.2129, loss: 10.2129, grad_norm: 6.1259 2020-10-23 23:02:19,804 - mmaction - INFO - Epoch [13][340/1147] lr: 1.000e-02, eta: 1 day, 13:26:01, time: 1.253, data_time: 0.010, memory: 5812, loss_cls: 10.3252, loss: 10.3252, grad_norm: 6.1384 2020-10-23 23:02:45,357 - mmaction - INFO - Epoch [13][360/1147] lr: 1.000e-02, eta: 1 day, 13:24:47, time: 1.277, data_time: 0.001, memory: 5812, loss_cls: 10.0925, loss: 10.0925, grad_norm: 6.0638 2020-10-23 23:03:11,304 - mmaction - INFO - Epoch [13][380/1147] lr: 1.000e-02, eta: 1 day, 13:23:49, time: 1.298, data_time: 0.001, memory: 5812, loss_cls: 9.9792, loss: 9.9792, grad_norm: 6.1013 2020-10-23 23:03:37,669 - mmaction - INFO - Epoch [13][400/1147] lr: 1.000e-02, eta: 1 day, 13:23:05, time: 1.315, data_time: 0.002, memory: 5812, loss_cls: 10.2396, loss: 10.2396, grad_norm: 6.0450 2020-10-23 23:04:02,798 - mmaction - INFO - Epoch [13][420/1147] lr: 1.000e-02, eta: 1 day, 13:21:38, time: 1.258, data_time: 0.008, memory: 5812, loss_cls: 10.0912, loss: 10.0912, grad_norm: 6.2050 2020-10-23 23:04:29,433 - mmaction - INFO - Epoch [13][440/1147] lr: 1.000e-02, eta: 1 day, 13:21:08, time: 1.333, data_time: 0.005, memory: 5812, loss_cls: 10.1709, loss: 10.1709, grad_norm: 5.9794 2020-10-23 23:04:56,451 - mmaction - INFO - Epoch [13][460/1147] lr: 1.000e-02, eta: 1 day, 13:20:51, time: 1.351, data_time: 0.003, memory: 5812, loss_cls: 10.3191, loss: 10.3191, grad_norm: 6.0976 2020-10-23 23:05:22,188 - mmaction - INFO - Epoch [13][480/1147] lr: 1.000e-02, eta: 1 day, 13:19:43, time: 1.282, data_time: 0.004, memory: 5812, loss_cls: 10.2862, loss: 10.2862, grad_norm: 5.9441 2020-10-23 23:05:47,847 - mmaction - INFO - Epoch [13][500/1147] lr: 1.000e-02, eta: 1 day, 13:18:38, time: 1.284, data_time: 0.009, memory: 5812, loss_cls: 10.1519, loss: 10.1519, grad_norm: 5.9998 2020-10-23 23:06:13,066 - mmaction - INFO - Epoch [13][520/1147] lr: 1.000e-02, eta: 1 day, 13:17:18, time: 1.263, data_time: 0.006, memory: 5812, loss_cls: 10.3015, loss: 10.3015, grad_norm: 6.0668 2020-10-23 23:06:39,587 - mmaction - INFO - Epoch [13][540/1147] lr: 1.000e-02, eta: 1 day, 13:16:45, time: 1.328, data_time: 0.004, memory: 5812, loss_cls: 10.1903, loss: 10.1903, grad_norm: 5.9424 2020-10-23 23:07:05,914 - mmaction - INFO - Epoch [13][560/1147] lr: 1.000e-02, eta: 1 day, 13:16:01, time: 1.312, data_time: 0.003, memory: 5812, loss_cls: 10.1732, loss: 10.1732, grad_norm: 5.9853 2020-10-23 23:07:32,809 - mmaction - INFO - Epoch [13][580/1147] lr: 1.000e-02, eta: 1 day, 13:15:43, time: 1.349, data_time: 0.010, memory: 5812, loss_cls: 10.1211, loss: 10.1211, grad_norm: 5.9193 2020-10-23 23:07:59,048 - mmaction - INFO - Epoch [13][600/1147] lr: 1.000e-02, eta: 1 day, 13:14:57, time: 1.309, data_time: 0.005, memory: 5812, loss_cls: 10.1959, loss: 10.1959, grad_norm: 6.0951 2020-10-23 23:08:25,119 - mmaction - INFO - Epoch [13][620/1147] lr: 1.000e-02, eta: 1 day, 13:14:02, time: 1.296, data_time: 0.006, memory: 5812, loss_cls: 10.1211, loss: 10.1211, grad_norm: 6.0311 2020-10-23 23:08:50,492 - mmaction - INFO - Epoch [13][640/1147] lr: 1.000e-02, eta: 1 day, 13:12:52, time: 1.273, data_time: 0.011, memory: 5812, loss_cls: 10.0884, loss: 10.0884, grad_norm: 6.0176 2020-10-23 23:09:16,260 - mmaction - INFO - Epoch [13][660/1147] lr: 1.000e-02, eta: 1 day, 13:11:57, time: 1.293, data_time: 0.012, memory: 5812, loss_cls: 10.1201, loss: 10.1201, grad_norm: 6.1314 2020-10-23 23:09:42,193 - mmaction - INFO - Epoch [13][680/1147] lr: 1.000e-02, eta: 1 day, 13:10:59, time: 1.290, data_time: 0.003, memory: 5812, loss_cls: 10.2797, loss: 10.2797, grad_norm: 6.0381 2020-10-23 23:10:09,143 - mmaction - INFO - Epoch [13][700/1147] lr: 1.000e-02, eta: 1 day, 13:10:36, time: 1.341, data_time: 0.009, memory: 5812, loss_cls: 10.0958, loss: 10.0958, grad_norm: 6.0134 2020-10-23 23:10:36,224 - mmaction - INFO - Epoch [13][720/1147] lr: 1.000e-02, eta: 1 day, 13:10:23, time: 1.356, data_time: 0.016, memory: 5812, loss_cls: 10.1039, loss: 10.1039, grad_norm: 5.9594 2020-10-23 23:11:02,154 - mmaction - INFO - Epoch [13][740/1147] lr: 1.000e-02, eta: 1 day, 13:09:37, time: 1.305, data_time: 0.013, memory: 5812, loss_cls: 10.2975, loss: 10.2975, grad_norm: 9.9956 2020-10-23 23:11:28,834 - mmaction - INFO - Epoch [13][760/1147] lr: 1.000e-02, eta: 1 day, 13:09:09, time: 1.334, data_time: 0.008, memory: 5812, loss_cls: 10.6207, loss: 10.6207, grad_norm: 6.0923 2020-10-23 23:11:55,434 - mmaction - INFO - Epoch [13][780/1147] lr: 1.000e-02, eta: 1 day, 13:08:41, time: 1.333, data_time: 0.008, memory: 5812, loss_cls: 10.4738, loss: 10.4738, grad_norm: 6.1600 2020-10-23 23:12:21,597 - mmaction - INFO - Epoch [13][800/1147] lr: 1.000e-02, eta: 1 day, 13:07:57, time: 1.308, data_time: 0.002, memory: 5812, loss_cls: 10.1002, loss: 10.1002, grad_norm: 5.9425 2020-10-23 23:12:47,161 - mmaction - INFO - Epoch [13][820/1147] lr: 1.000e-02, eta: 1 day, 13:06:52, time: 1.276, data_time: 0.002, memory: 5812, loss_cls: 10.0932, loss: 10.0932, grad_norm: 6.0659 2020-10-23 23:13:14,160 - mmaction - INFO - Epoch [13][840/1147] lr: 1.000e-02, eta: 1 day, 13:06:31, time: 1.342, data_time: 0.005, memory: 5812, loss_cls: 9.9907, loss: 9.9907, grad_norm: 5.9693 2020-10-23 23:13:40,554 - mmaction - INFO - Epoch [13][860/1147] lr: 1.000e-02, eta: 1 day, 13:05:53, time: 1.317, data_time: 0.012, memory: 5812, loss_cls: 10.1359, loss: 10.1359, grad_norm: 6.2001 2020-10-23 23:14:06,068 - mmaction - INFO - Epoch [13][880/1147] lr: 1.000e-02, eta: 1 day, 13:04:56, time: 1.286, data_time: 0.019, memory: 5812, loss_cls: 10.2254, loss: 10.2254, grad_norm: 6.1371 2020-10-23 23:14:32,359 - mmaction - INFO - Epoch [13][900/1147] lr: 1.000e-02, eta: 1 day, 13:04:17, time: 1.315, data_time: 0.004, memory: 5812, loss_cls: 10.0661, loss: 10.0661, grad_norm: 6.1069 2020-10-23 23:14:58,685 - mmaction - INFO - Epoch [13][920/1147] lr: 1.000e-02, eta: 1 day, 13:03:39, time: 1.317, data_time: 0.003, memory: 5812, loss_cls: 10.2038, loss: 10.2038, grad_norm: 5.8824 2020-10-23 23:15:25,419 - mmaction - INFO - Epoch [13][940/1147] lr: 1.000e-02, eta: 1 day, 13:03:15, time: 1.338, data_time: 0.009, memory: 5812, loss_cls: 10.2833, loss: 10.2833, grad_norm: 6.0664 2020-10-23 23:15:51,525 - mmaction - INFO - Epoch [13][960/1147] lr: 1.000e-02, eta: 1 day, 13:02:26, time: 1.298, data_time: 0.005, memory: 5812, loss_cls: 10.1676, loss: 10.1676, grad_norm: 5.9896 2020-10-23 23:16:18,233 - mmaction - INFO - Epoch [13][980/1147] lr: 1.000e-02, eta: 1 day, 13:02:04, time: 1.342, data_time: 0.009, memory: 5812, loss_cls: 10.2397, loss: 10.2397, grad_norm: 5.9799 2020-10-23 23:16:44,534 - mmaction - INFO - Epoch [13][1000/1147] lr: 1.000e-02, eta: 1 day, 13:01:27, time: 1.316, data_time: 0.003, memory: 5812, loss_cls: 10.1150, loss: 10.1150, grad_norm: 6.1880 2020-10-23 23:17:11,175 - mmaction - INFO - Epoch [13][1020/1147] lr: 1.000e-02, eta: 1 day, 13:00:59, time: 1.332, data_time: 0.003, memory: 5812, loss_cls: 10.0322, loss: 10.0322, grad_norm: 6.0077 2020-10-23 23:17:37,447 - mmaction - INFO - Epoch [13][1040/1147] lr: 1.000e-02, eta: 1 day, 13:00:17, time: 1.308, data_time: 0.003, memory: 5812, loss_cls: 9.9907, loss: 9.9907, grad_norm: 6.1698 2020-10-23 23:18:03,182 - mmaction - INFO - Epoch [13][1060/1147] lr: 1.000e-02, eta: 1 day, 12:59:25, time: 1.291, data_time: 0.010, memory: 5812, loss_cls: 10.1475, loss: 10.1475, grad_norm: 6.0869 2020-10-23 23:18:30,404 - mmaction - INFO - Epoch [13][1080/1147] lr: 1.000e-02, eta: 1 day, 12:59:06, time: 1.347, data_time: 0.003, memory: 5812, loss_cls: 10.2114, loss: 10.2114, grad_norm: 6.0092 2020-10-23 23:18:56,497 - mmaction - INFO - Epoch [13][1100/1147] lr: 1.000e-02, eta: 1 day, 12:58:30, time: 1.317, data_time: 0.024, memory: 5812, loss_cls: 10.2483, loss: 10.2483, grad_norm: 5.9491 2020-10-23 23:19:21,752 - mmaction - INFO - Epoch [13][1120/1147] lr: 1.000e-02, eta: 1 day, 12:57:22, time: 1.262, data_time: 0.007, memory: 5812, loss_cls: 10.1769, loss: 10.1769, grad_norm: 5.9849 2020-10-23 23:19:48,065 - mmaction - INFO - Epoch [13][1140/1147] lr: 1.000e-02, eta: 1 day, 12:56:43, time: 1.312, data_time: 0.007, memory: 5812, loss_cls: 10.0340, loss: 10.0340, grad_norm: 6.0095 2020-10-23 23:20:55,026 - mmaction - INFO - Epoch [14][20/1147] lr: 1.000e-02, eta: 1 day, 13:04:16, time: 2.647, data_time: 1.681, memory: 5812, loss_cls: 10.0419, loss: 10.0419, grad_norm: 5.8112 2020-10-23 23:21:21,731 - mmaction - INFO - Epoch [14][40/1147] lr: 1.000e-02, eta: 1 day, 13:03:48, time: 1.337, data_time: 0.650, memory: 5812, loss_cls: 10.1081, loss: 10.1081, grad_norm: 5.9329 2020-10-23 23:21:47,776 - mmaction - INFO - Epoch [14][60/1147] lr: 1.000e-02, eta: 1 day, 13:03:01, time: 1.300, data_time: 0.683, memory: 5812, loss_cls: 10.0685, loss: 10.0685, grad_norm: 6.2174 2020-10-23 23:22:13,748 - mmaction - INFO - Epoch [14][80/1147] lr: 1.000e-02, eta: 1 day, 13:02:13, time: 1.300, data_time: 0.695, memory: 5812, loss_cls: 10.0677, loss: 10.0677, grad_norm: 5.8888 2020-10-23 23:22:40,530 - mmaction - INFO - Epoch [14][100/1147] lr: 1.000e-02, eta: 1 day, 13:01:44, time: 1.334, data_time: 0.727, memory: 5812, loss_cls: 10.1740, loss: 10.1740, grad_norm: 5.9090 2020-10-23 23:23:06,047 - mmaction - INFO - Epoch [14][120/1147] lr: 1.000e-02, eta: 1 day, 13:00:46, time: 1.281, data_time: 0.629, memory: 5812, loss_cls: 10.1166, loss: 10.1166, grad_norm: 6.0539 2020-10-23 23:23:32,644 - mmaction - INFO - Epoch [14][140/1147] lr: 1.000e-02, eta: 1 day, 13:00:15, time: 1.329, data_time: 0.658, memory: 5812, loss_cls: 10.0849, loss: 10.0849, grad_norm: 6.1123 2020-10-23 23:23:58,871 - mmaction - INFO - Epoch [14][160/1147] lr: 1.000e-02, eta: 1 day, 12:59:34, time: 1.311, data_time: 0.703, memory: 5812, loss_cls: 10.1160, loss: 10.1160, grad_norm: 6.0592 2020-10-23 23:24:25,078 - mmaction - INFO - Epoch [14][180/1147] lr: 1.000e-02, eta: 1 day, 12:58:51, time: 1.307, data_time: 0.672, memory: 5812, loss_cls: 9.8845, loss: 9.8845, grad_norm: 5.9232 2020-10-23 23:24:50,773 - mmaction - INFO - Epoch [14][200/1147] lr: 1.000e-02, eta: 1 day, 12:57:57, time: 1.287, data_time: 0.647, memory: 5812, loss_cls: 9.9068, loss: 9.9068, grad_norm: 5.8849 2020-10-23 23:25:16,938 - mmaction - INFO - Epoch [14][220/1147] lr: 1.000e-02, eta: 1 day, 12:57:13, time: 1.304, data_time: 0.580, memory: 5812, loss_cls: 10.0286, loss: 10.0286, grad_norm: 6.0579 2020-10-23 23:25:42,982 - mmaction - INFO - Epoch [14][240/1147] lr: 1.000e-02, eta: 1 day, 12:56:31, time: 1.309, data_time: 0.610, memory: 5812, loss_cls: 10.3495, loss: 10.3495, grad_norm: 6.0618 2020-10-23 23:26:08,538 - mmaction - INFO - Epoch [14][260/1147] lr: 1.000e-02, eta: 1 day, 12:55:33, time: 1.278, data_time: 0.382, memory: 5812, loss_cls: 10.1649, loss: 10.1649, grad_norm: 5.9741 2020-10-23 23:26:33,966 - mmaction - INFO - Epoch [14][280/1147] lr: 1.000e-02, eta: 1 day, 12:54:31, time: 1.270, data_time: 0.240, memory: 5812, loss_cls: 9.9922, loss: 9.9922, grad_norm: 6.1181 2020-10-23 23:27:00,019 - mmaction - INFO - Epoch [14][300/1147] lr: 1.000e-02, eta: 1 day, 12:53:44, time: 1.296, data_time: 0.096, memory: 5812, loss_cls: 10.0442, loss: 10.0442, grad_norm: 5.9935 2020-10-23 23:27:26,057 - mmaction - INFO - Epoch [14][320/1147] lr: 1.000e-02, eta: 1 day, 12:52:59, time: 1.300, data_time: 0.023, memory: 5812, loss_cls: 10.1712, loss: 10.1712, grad_norm: 6.0278 2020-10-23 23:27:52,436 - mmaction - INFO - Epoch [14][340/1147] lr: 1.000e-02, eta: 1 day, 12:52:24, time: 1.320, data_time: 0.012, memory: 5812, loss_cls: 9.9773, loss: 9.9773, grad_norm: 5.9590 2020-10-23 23:28:18,620 - mmaction - INFO - Epoch [14][360/1147] lr: 1.000e-02, eta: 1 day, 12:51:45, time: 1.311, data_time: 0.009, memory: 5812, loss_cls: 10.0404, loss: 10.0404, grad_norm: 5.9913 2020-10-23 23:28:44,561 - mmaction - INFO - Epoch [14][380/1147] lr: 1.000e-02, eta: 1 day, 12:51:02, time: 1.303, data_time: 0.009, memory: 5812, loss_cls: 10.1052, loss: 10.1052, grad_norm: 6.0280 2020-10-23 23:29:10,971 - mmaction - INFO - Epoch [14][400/1147] lr: 1.000e-02, eta: 1 day, 12:50:27, time: 1.319, data_time: 0.002, memory: 5812, loss_cls: 10.0574, loss: 10.0574, grad_norm: 6.0419 2020-10-23 23:29:37,558 - mmaction - INFO - Epoch [14][420/1147] lr: 1.000e-02, eta: 1 day, 12:49:57, time: 1.328, data_time: 0.003, memory: 5812, loss_cls: 10.3268, loss: 10.3268, grad_norm: 6.0926 2020-10-23 23:30:03,766 - mmaction - INFO - Epoch [14][440/1147] lr: 1.000e-02, eta: 1 day, 12:49:19, time: 1.311, data_time: 0.007, memory: 5812, loss_cls: 10.0511, loss: 10.0511, grad_norm: 5.9602 2020-10-23 23:30:29,421 - mmaction - INFO - Epoch [14][460/1147] lr: 1.000e-02, eta: 1 day, 12:48:25, time: 1.283, data_time: 0.005, memory: 5812, loss_cls: 10.2389, loss: 10.2389, grad_norm: 6.0073 2020-10-23 23:30:55,960 - mmaction - INFO - Epoch [14][480/1147] lr: 1.000e-02, eta: 1 day, 12:47:53, time: 1.323, data_time: 0.010, memory: 5812, loss_cls: 10.1006, loss: 10.1006, grad_norm: 5.9317 2020-10-23 23:31:22,239 - mmaction - INFO - Epoch [14][500/1147] lr: 1.000e-02, eta: 1 day, 12:47:20, time: 1.320, data_time: 0.009, memory: 5812, loss_cls: 9.9924, loss: 9.9924, grad_norm: 5.9726 2020-10-23 23:31:48,228 - mmaction - INFO - Epoch [14][520/1147] lr: 1.000e-02, eta: 1 day, 12:46:36, time: 1.299, data_time: 0.005, memory: 5812, loss_cls: 10.2037, loss: 10.2037, grad_norm: 6.5186 2020-10-23 23:32:14,295 - mmaction - INFO - Epoch [14][540/1147] lr: 1.000e-02, eta: 1 day, 12:45:54, time: 1.304, data_time: 0.006, memory: 5812, loss_cls: 10.0155, loss: 10.0155, grad_norm: 6.0454 2020-10-23 23:32:40,223 - mmaction - INFO - Epoch [14][560/1147] lr: 1.000e-02, eta: 1 day, 12:45:07, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 10.3286, loss: 10.3286, grad_norm: 6.0946 2020-10-23 23:33:06,828 - mmaction - INFO - Epoch [14][580/1147] lr: 1.000e-02, eta: 1 day, 12:44:41, time: 1.333, data_time: 0.007, memory: 5812, loss_cls: 9.9640, loss: 9.9640, grad_norm: 5.9028 2020-10-23 23:33:33,140 - mmaction - INFO - Epoch [14][600/1147] lr: 1.000e-02, eta: 1 day, 12:44:02, time: 1.309, data_time: 0.001, memory: 5812, loss_cls: 10.0544, loss: 10.0544, grad_norm: 6.0444 2020-10-23 23:33:58,653 - mmaction - INFO - Epoch [14][620/1147] lr: 1.000e-02, eta: 1 day, 12:43:10, time: 1.282, data_time: 0.011, memory: 5812, loss_cls: 10.1297, loss: 10.1297, grad_norm: 5.9231 2020-10-23 23:34:25,517 - mmaction - INFO - Epoch [14][640/1147] lr: 1.000e-02, eta: 1 day, 12:42:48, time: 1.342, data_time: 0.004, memory: 5812, loss_cls: 9.9667, loss: 9.9667, grad_norm: 5.9373 2020-10-23 23:34:51,865 - mmaction - INFO - Epoch [14][660/1147] lr: 1.000e-02, eta: 1 day, 12:42:09, time: 1.308, data_time: 0.016, memory: 5812, loss_cls: 9.9880, loss: 9.9880, grad_norm: 5.9349 2020-10-23 23:35:18,059 - mmaction - INFO - Epoch [14][680/1147] lr: 1.000e-02, eta: 1 day, 12:41:33, time: 1.314, data_time: 0.015, memory: 5812, loss_cls: 10.0417, loss: 10.0417, grad_norm: 5.9889 2020-10-23 23:35:44,211 - mmaction - INFO - Epoch [14][700/1147] lr: 1.000e-02, eta: 1 day, 12:40:58, time: 1.315, data_time: 0.017, memory: 5812, loss_cls: 9.9495, loss: 9.9495, grad_norm: 5.9201 2020-10-23 23:36:10,136 - mmaction - INFO - Epoch [14][720/1147] lr: 1.000e-02, eta: 1 day, 12:40:13, time: 1.295, data_time: 0.001, memory: 5812, loss_cls: 10.0867, loss: 10.0867, grad_norm: 5.9700 2020-10-23 23:36:36,106 - mmaction - INFO - Epoch [14][740/1147] lr: 1.000e-02, eta: 1 day, 12:39:28, time: 1.293, data_time: 0.004, memory: 5812, loss_cls: 10.0557, loss: 10.0557, grad_norm: 6.0448 2020-10-23 23:37:01,369 - mmaction - INFO - Epoch [14][760/1147] lr: 1.000e-02, eta: 1 day, 12:38:31, time: 1.267, data_time: 0.009, memory: 5812, loss_cls: 9.8936, loss: 9.8936, grad_norm: 5.9775 2020-10-23 23:37:27,388 - mmaction - INFO - Epoch [14][780/1147] lr: 1.000e-02, eta: 1 day, 12:37:50, time: 1.303, data_time: 0.005, memory: 5812, loss_cls: 10.1172, loss: 10.1172, grad_norm: 6.1107 2020-10-23 23:37:54,251 - mmaction - INFO - Epoch [14][800/1147] lr: 1.000e-02, eta: 1 day, 12:37:27, time: 1.340, data_time: 0.004, memory: 5812, loss_cls: 9.9083, loss: 9.9083, grad_norm: 5.8899 2020-10-23 23:38:20,094 - mmaction - INFO - Epoch [14][820/1147] lr: 1.000e-02, eta: 1 day, 12:36:44, time: 1.296, data_time: 0.009, memory: 5812, loss_cls: 10.0324, loss: 10.0324, grad_norm: 6.1110 2020-10-23 23:38:46,921 - mmaction - INFO - Epoch [14][840/1147] lr: 1.000e-02, eta: 1 day, 12:36:21, time: 1.340, data_time: 0.002, memory: 5812, loss_cls: 10.1945, loss: 10.1945, grad_norm: 6.1075 2020-10-23 23:39:12,134 - mmaction - INFO - Epoch [14][860/1147] lr: 1.000e-02, eta: 1 day, 12:35:20, time: 1.257, data_time: 0.004, memory: 5812, loss_cls: 10.2058, loss: 10.2058, grad_norm: 6.0934 2020-10-23 23:39:39,168 - mmaction - INFO - Epoch [14][880/1147] lr: 1.000e-02, eta: 1 day, 12:35:02, time: 1.349, data_time: 0.007, memory: 5812, loss_cls: 10.2613, loss: 10.2613, grad_norm: 5.9816 2020-10-23 23:40:05,539 - mmaction - INFO - Epoch [14][900/1147] lr: 1.000e-02, eta: 1 day, 12:34:33, time: 1.327, data_time: 0.010, memory: 5812, loss_cls: 10.2152, loss: 10.2152, grad_norm: 6.1363 2020-10-23 23:40:31,333 - mmaction - INFO - Epoch [14][920/1147] lr: 1.000e-02, eta: 1 day, 12:33:45, time: 1.286, data_time: 0.004, memory: 5812, loss_cls: 10.1984, loss: 10.1984, grad_norm: 5.9622 2020-10-23 23:40:58,156 - mmaction - INFO - Epoch [14][940/1147] lr: 1.000e-02, eta: 1 day, 12:33:24, time: 1.343, data_time: 0.006, memory: 5812, loss_cls: 10.1013, loss: 10.1013, grad_norm: 6.0677 2020-10-23 23:41:24,120 - mmaction - INFO - Epoch [14][960/1147] lr: 1.000e-02, eta: 1 day, 12:32:38, time: 1.288, data_time: 0.004, memory: 5812, loss_cls: 10.4293, loss: 10.4293, grad_norm: 5.9618 2020-10-23 23:41:50,293 - mmaction - INFO - Epoch [14][980/1147] lr: 1.000e-02, eta: 1 day, 12:32:02, time: 1.310, data_time: 0.023, memory: 5812, loss_cls: 10.1660, loss: 10.1660, grad_norm: 5.9528 2020-10-23 23:42:16,944 - mmaction - INFO - Epoch [14][1000/1147] lr: 1.000e-02, eta: 1 day, 12:31:39, time: 1.340, data_time: 0.012, memory: 5812, loss_cls: 10.3409, loss: 10.3409, grad_norm: 6.0696 2020-10-23 23:42:43,064 - mmaction - INFO - Epoch [14][1020/1147] lr: 1.000e-02, eta: 1 day, 12:31:01, time: 1.304, data_time: 0.005, memory: 5812, loss_cls: 10.2753, loss: 10.2753, grad_norm: 5.8969 2020-10-23 23:43:08,625 - mmaction - INFO - Epoch [14][1040/1147] lr: 1.000e-02, eta: 1 day, 12:30:12, time: 1.280, data_time: 0.006, memory: 5812, loss_cls: 10.1296, loss: 10.1296, grad_norm: 6.0384 2020-10-23 23:43:34,469 - mmaction - INFO - Epoch [14][1060/1147] lr: 1.000e-02, eta: 1 day, 12:29:27, time: 1.290, data_time: 0.005, memory: 5812, loss_cls: 10.1896, loss: 10.1896, grad_norm: 6.0369 2020-10-23 23:44:01,238 - mmaction - INFO - Epoch [14][1080/1147] lr: 1.000e-02, eta: 1 day, 12:29:06, time: 1.344, data_time: 0.010, memory: 5812, loss_cls: 10.0369, loss: 10.0369, grad_norm: 5.9853 2020-10-23 23:44:26,936 - mmaction - INFO - Epoch [14][1100/1147] lr: 1.000e-02, eta: 1 day, 12:28:16, time: 1.277, data_time: 0.002, memory: 5812, loss_cls: 10.3267, loss: 10.3267, grad_norm: 6.1456 2020-10-23 23:44:52,707 - mmaction - INFO - Epoch [14][1120/1147] lr: 1.000e-02, eta: 1 day, 12:27:34, time: 1.293, data_time: 0.009, memory: 5812, loss_cls: 10.1254, loss: 10.1254, grad_norm: 6.0947 2020-10-23 23:45:19,662 - mmaction - INFO - Epoch [14][1140/1147] lr: 1.000e-02, eta: 1 day, 12:27:13, time: 1.345, data_time: 0.007, memory: 5812, loss_cls: 10.1226, loss: 10.1226, grad_norm: 6.0924 2020-10-23 23:46:24,715 - mmaction - INFO - Epoch [15][20/1147] lr: 1.000e-02, eta: 1 day, 12:32:03, time: 2.556, data_time: 1.559, memory: 5812, loss_cls: 9.9983, loss: 9.9983, grad_norm: 6.1974 2020-10-23 23:46:52,745 - mmaction - INFO - Epoch [15][40/1147] lr: 1.000e-02, eta: 1 day, 12:32:04, time: 1.399, data_time: 0.006, memory: 5812, loss_cls: 10.1029, loss: 10.1029, grad_norm: 6.1509 2020-10-23 23:47:19,544 - mmaction - INFO - Epoch [15][60/1147] lr: 1.000e-02, eta: 1 day, 12:31:42, time: 1.344, data_time: 0.008, memory: 5812, loss_cls: 9.9116, loss: 9.9116, grad_norm: 5.9394 2020-10-23 23:47:47,124 - mmaction - INFO - Epoch [15][80/1147] lr: 1.000e-02, eta: 1 day, 12:31:34, time: 1.379, data_time: 0.005, memory: 5812, loss_cls: 9.9704, loss: 9.9704, grad_norm: 6.0588 2020-10-23 23:48:14,043 - mmaction - INFO - Epoch [15][100/1147] lr: 1.000e-02, eta: 1 day, 12:31:10, time: 1.340, data_time: 0.002, memory: 5812, loss_cls: 10.0527, loss: 10.0527, grad_norm: 6.0274 2020-10-23 23:48:40,310 - mmaction - INFO - Epoch [15][120/1147] lr: 1.000e-02, eta: 1 day, 12:30:36, time: 1.317, data_time: 0.008, memory: 5812, loss_cls: 10.0159, loss: 10.0159, grad_norm: 6.1297 2020-10-23 23:49:07,249 - mmaction - INFO - Epoch [15][140/1147] lr: 1.000e-02, eta: 1 day, 12:30:15, time: 1.349, data_time: 0.004, memory: 5812, loss_cls: 10.1145, loss: 10.1145, grad_norm: 6.1836 2020-10-23 23:49:33,736 - mmaction - INFO - Epoch [15][160/1147] lr: 1.000e-02, eta: 1 day, 12:29:43, time: 1.319, data_time: 0.007, memory: 5812, loss_cls: 9.9118, loss: 9.9118, grad_norm: 5.9909 2020-10-23 23:50:00,267 - mmaction - INFO - Epoch [15][180/1147] lr: 1.000e-02, eta: 1 day, 12:29:15, time: 1.331, data_time: 0.009, memory: 5812, loss_cls: 9.9860, loss: 9.9860, grad_norm: 6.1819 2020-10-23 23:50:26,535 - mmaction - INFO - Epoch [15][200/1147] lr: 1.000e-02, eta: 1 day, 12:28:38, time: 1.309, data_time: 0.012, memory: 5812, loss_cls: 10.0865, loss: 10.0865, grad_norm: 6.1150 2020-10-23 23:50:52,271 - mmaction - INFO - Epoch [15][220/1147] lr: 1.000e-02, eta: 1 day, 12:27:48, time: 1.279, data_time: 0.011, memory: 5812, loss_cls: 10.1610, loss: 10.1610, grad_norm: 6.1482 2020-10-23 23:51:18,103 - mmaction - INFO - Epoch [15][240/1147] lr: 1.000e-02, eta: 1 day, 12:27:09, time: 1.302, data_time: 0.017, memory: 5812, loss_cls: 10.2234, loss: 10.2234, grad_norm: 6.0326 2020-10-23 23:51:44,050 - mmaction - INFO - Epoch [15][260/1147] lr: 1.000e-02, eta: 1 day, 12:26:28, time: 1.300, data_time: 0.005, memory: 5812, loss_cls: 10.2573, loss: 10.2573, grad_norm: 6.1733 2020-10-23 23:52:10,530 - mmaction - INFO - Epoch [15][280/1147] lr: 1.000e-02, eta: 1 day, 12:25:55, time: 1.317, data_time: 0.003, memory: 5812, loss_cls: 10.0612, loss: 10.0612, grad_norm: 6.0998 2020-10-23 23:52:36,219 - mmaction - INFO - Epoch [15][300/1147] lr: 1.000e-02, eta: 1 day, 12:25:12, time: 1.292, data_time: 0.008, memory: 5812, loss_cls: 9.8684, loss: 9.8684, grad_norm: 5.9382 2020-10-23 23:53:02,120 - mmaction - INFO - Epoch [15][320/1147] lr: 1.000e-02, eta: 1 day, 12:24:29, time: 1.295, data_time: 0.002, memory: 5812, loss_cls: 9.8499, loss: 9.8499, grad_norm: 6.0302 2020-10-23 23:53:29,191 - mmaction - INFO - Epoch [15][340/1147] lr: 1.000e-02, eta: 1 day, 12:24:11, time: 1.354, data_time: 0.003, memory: 5812, loss_cls: 9.9700, loss: 9.9700, grad_norm: 5.9755 2020-10-23 23:53:55,136 - mmaction - INFO - Epoch [15][360/1147] lr: 1.000e-02, eta: 1 day, 12:23:28, time: 1.292, data_time: 0.004, memory: 5812, loss_cls: 10.1517, loss: 10.1517, grad_norm: 6.0277 2020-10-23 23:54:21,187 - mmaction - INFO - Epoch [15][380/1147] lr: 1.000e-02, eta: 1 day, 12:22:51, time: 1.305, data_time: 0.009, memory: 5812, loss_cls: 10.2024, loss: 10.2024, grad_norm: 6.0491 2020-10-23 23:54:47,251 - mmaction - INFO - Epoch [15][400/1147] lr: 1.000e-02, eta: 1 day, 12:22:12, time: 1.302, data_time: 0.006, memory: 5812, loss_cls: 9.8925, loss: 9.8925, grad_norm: 6.0263 2020-10-23 23:55:13,185 - mmaction - INFO - Epoch [15][420/1147] lr: 1.000e-02, eta: 1 day, 12:21:32, time: 1.300, data_time: 0.006, memory: 5812, loss_cls: 10.1831, loss: 10.1831, grad_norm: 6.1303 2020-10-23 23:55:39,235 - mmaction - INFO - Epoch [15][440/1147] lr: 1.000e-02, eta: 1 day, 12:20:53, time: 1.301, data_time: 0.001, memory: 5812, loss_cls: 10.1741, loss: 10.1741, grad_norm: 6.1217 2020-10-23 23:56:05,398 - mmaction - INFO - Epoch [15][460/1147] lr: 1.000e-02, eta: 1 day, 12:20:17, time: 1.308, data_time: 0.003, memory: 5812, loss_cls: 9.7899, loss: 9.7899, grad_norm: 6.0051 2020-10-23 23:56:31,544 - mmaction - INFO - Epoch [15][480/1147] lr: 1.000e-02, eta: 1 day, 12:19:37, time: 1.298, data_time: 0.007, memory: 5812, loss_cls: 10.2302, loss: 10.2302, grad_norm: 5.9906 2020-10-23 23:56:57,805 - mmaction - INFO - Epoch [15][500/1147] lr: 1.000e-02, eta: 1 day, 12:19:07, time: 1.324, data_time: 0.015, memory: 5812, loss_cls: 10.1993, loss: 10.1993, grad_norm: 5.9371 2020-10-23 23:57:24,040 - mmaction - INFO - Epoch [15][520/1147] lr: 1.000e-02, eta: 1 day, 12:18:33, time: 1.312, data_time: 0.005, memory: 5812, loss_cls: 10.1069, loss: 10.1069, grad_norm: 5.9708 2020-10-23 23:57:49,910 - mmaction - INFO - Epoch [15][540/1147] lr: 1.000e-02, eta: 1 day, 12:17:50, time: 1.291, data_time: 0.002, memory: 5812, loss_cls: 10.0067, loss: 10.0067, grad_norm: 5.9435 2020-10-23 23:58:16,251 - mmaction - INFO - Epoch [15][560/1147] lr: 1.000e-02, eta: 1 day, 12:17:16, time: 1.313, data_time: 0.005, memory: 5812, loss_cls: 10.0260, loss: 10.0260, grad_norm: 5.9880 2020-10-23 23:58:42,167 - mmaction - INFO - Epoch [15][580/1147] lr: 1.000e-02, eta: 1 day, 12:16:36, time: 1.297, data_time: 0.009, memory: 5812, loss_cls: 10.1024, loss: 10.1024, grad_norm: 5.9757 2020-10-23 23:59:08,693 - mmaction - INFO - Epoch [15][600/1147] lr: 1.000e-02, eta: 1 day, 12:16:05, time: 1.320, data_time: 0.009, memory: 5812, loss_cls: 9.8441, loss: 9.8441, grad_norm: 6.0398 2020-10-23 23:59:34,567 - mmaction - INFO - Epoch [15][620/1147] lr: 1.000e-02, eta: 1 day, 12:15:28, time: 1.303, data_time: 0.015, memory: 5812, loss_cls: 10.0238, loss: 10.0238, grad_norm: 5.9166 2020-10-24 00:00:00,645 - mmaction - INFO - Epoch [15][640/1147] lr: 1.000e-02, eta: 1 day, 12:14:51, time: 1.305, data_time: 0.007, memory: 5812, loss_cls: 10.1606, loss: 10.1606, grad_norm: 5.8668 2020-10-24 00:00:27,541 - mmaction - INFO - Epoch [15][660/1147] lr: 1.000e-02, eta: 1 day, 12:14:29, time: 1.344, data_time: 0.004, memory: 5812, loss_cls: 10.0128, loss: 10.0128, grad_norm: 5.8535 2020-10-24 00:00:53,112 - mmaction - INFO - Epoch [15][680/1147] lr: 1.000e-02, eta: 1 day, 12:13:42, time: 1.275, data_time: 0.004, memory: 5812, loss_cls: 10.1428, loss: 10.1428, grad_norm: 6.0047 2020-10-24 00:01:19,426 - mmaction - INFO - Epoch [15][700/1147] lr: 1.000e-02, eta: 1 day, 12:13:09, time: 1.317, data_time: 0.009, memory: 5812, loss_cls: 10.2168, loss: 10.2168, grad_norm: 5.8959 2020-10-24 00:01:45,452 - mmaction - INFO - Epoch [15][720/1147] lr: 1.000e-02, eta: 1 day, 12:12:32, time: 1.303, data_time: 0.007, memory: 5812, loss_cls: 9.9583, loss: 9.9583, grad_norm: 6.1087 2020-10-24 00:02:11,630 - mmaction - INFO - Epoch [15][740/1147] lr: 1.000e-02, eta: 1 day, 12:11:58, time: 1.310, data_time: 0.004, memory: 5812, loss_cls: 10.1419, loss: 10.1419, grad_norm: 6.0150 2020-10-24 00:02:38,755 - mmaction - INFO - Epoch [15][760/1147] lr: 1.000e-02, eta: 1 day, 12:11:40, time: 1.356, data_time: 0.008, memory: 5812, loss_cls: 10.1106, loss: 10.1106, grad_norm: 6.0125 2020-10-24 00:03:05,314 - mmaction - INFO - Epoch [15][780/1147] lr: 1.000e-02, eta: 1 day, 12:11:12, time: 1.326, data_time: 0.005, memory: 5812, loss_cls: 10.1213, loss: 10.1213, grad_norm: 6.1346 2020-10-24 00:03:31,321 - mmaction - INFO - Epoch [15][800/1147] lr: 1.000e-02, eta: 1 day, 12:10:34, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 10.1828, loss: 10.1828, grad_norm: 6.0140 2020-10-24 00:03:57,462 - mmaction - INFO - Epoch [15][820/1147] lr: 1.000e-02, eta: 1 day, 12:10:00, time: 1.313, data_time: 0.009, memory: 5812, loss_cls: 10.0846, loss: 10.0846, grad_norm: 6.0515 2020-10-24 00:04:24,445 - mmaction - INFO - Epoch [15][840/1147] lr: 1.000e-02, eta: 1 day, 12:09:39, time: 1.345, data_time: 0.002, memory: 5812, loss_cls: 10.2937, loss: 10.2937, grad_norm: 5.9593 2020-10-24 00:04:50,480 - mmaction - INFO - Epoch [15][860/1147] lr: 1.000e-02, eta: 1 day, 12:09:01, time: 1.301, data_time: 0.006, memory: 5812, loss_cls: 10.2020, loss: 10.2020, grad_norm: 5.9590 2020-10-24 00:05:16,837 - mmaction - INFO - Epoch [15][880/1147] lr: 1.000e-02, eta: 1 day, 12:08:32, time: 1.323, data_time: 0.006, memory: 5812, loss_cls: 10.0509, loss: 10.0509, grad_norm: 6.0670 2020-10-24 00:05:42,944 - mmaction - INFO - Epoch [15][900/1147] lr: 1.000e-02, eta: 1 day, 12:07:51, time: 1.291, data_time: 0.001, memory: 5812, loss_cls: 9.9525, loss: 9.9525, grad_norm: 5.9483 2020-10-24 00:06:09,185 - mmaction - INFO - Epoch [15][920/1147] lr: 1.000e-02, eta: 1 day, 12:07:21, time: 1.321, data_time: 0.015, memory: 5812, loss_cls: 10.2979, loss: 10.2979, grad_norm: 6.0215 2020-10-24 00:06:35,109 - mmaction - INFO - Epoch [15][940/1147] lr: 1.000e-02, eta: 1 day, 12:06:41, time: 1.294, data_time: 0.008, memory: 5812, loss_cls: 10.2083, loss: 10.2083, grad_norm: 6.2243 2020-10-24 00:07:01,126 - mmaction - INFO - Epoch [15][960/1147] lr: 1.000e-02, eta: 1 day, 12:06:06, time: 1.308, data_time: 0.009, memory: 5812, loss_cls: 10.0280, loss: 10.0280, grad_norm: 5.9903 2020-10-24 00:07:27,331 - mmaction - INFO - Epoch [15][980/1147] lr: 1.000e-02, eta: 1 day, 12:05:33, time: 1.312, data_time: 0.004, memory: 5812, loss_cls: 10.2362, loss: 10.2362, grad_norm: 6.1689 2020-10-24 00:07:53,444 - mmaction - INFO - Epoch [15][1000/1147] lr: 1.000e-02, eta: 1 day, 12:04:58, time: 1.306, data_time: 0.002, memory: 5812, loss_cls: 10.0465, loss: 10.0465, grad_norm: 5.9446 2020-10-24 00:08:19,354 - mmaction - INFO - Epoch [15][1020/1147] lr: 1.000e-02, eta: 1 day, 12:04:19, time: 1.296, data_time: 0.002, memory: 5812, loss_cls: 9.9174, loss: 9.9174, grad_norm: 5.8698 2020-10-24 00:08:45,767 - mmaction - INFO - Epoch [15][1040/1147] lr: 1.000e-02, eta: 1 day, 12:03:48, time: 1.317, data_time: 0.005, memory: 5812, loss_cls: 10.2637, loss: 10.2637, grad_norm: 6.0519 2020-10-24 00:09:11,864 - mmaction - INFO - Epoch [15][1060/1147] lr: 1.000e-02, eta: 1 day, 12:03:14, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 10.2135, loss: 10.2135, grad_norm: 5.9840 2020-10-24 00:09:37,469 - mmaction - INFO - Epoch [15][1080/1147] lr: 1.000e-02, eta: 1 day, 12:02:27, time: 1.273, data_time: 0.002, memory: 5812, loss_cls: 9.9879, loss: 9.9879, grad_norm: 6.0547 2020-10-24 00:10:03,545 - mmaction - INFO - Epoch [15][1100/1147] lr: 1.000e-02, eta: 1 day, 12:01:53, time: 1.306, data_time: 0.009, memory: 5812, loss_cls: 10.0985, loss: 10.0985, grad_norm: 5.9653 2020-10-24 00:10:29,616 - mmaction - INFO - Epoch [15][1120/1147] lr: 1.000e-02, eta: 1 day, 12:01:18, time: 1.307, data_time: 0.009, memory: 5812, loss_cls: 10.2229, loss: 10.2229, grad_norm: 5.9434 2020-10-24 00:10:55,782 - mmaction - INFO - Epoch [15][1140/1147] lr: 1.000e-02, eta: 1 day, 12:00:45, time: 1.310, data_time: 0.004, memory: 5812, loss_cls: 10.1429, loss: 10.1429, grad_norm: 6.0406 2020-10-24 00:11:06,869 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-24 00:13:47,410 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 00:13:48,174 - mmaction - INFO - mean_average_precision 0.4284 2020-10-24 00:13:48,188 - mmaction - INFO - Epoch(val) [15][1147] mean_average_precision: 0.4284 2020-10-24 00:14:32,852 - mmaction - INFO - Epoch [16][20/1147] lr: 1.000e-02, eta: 1 day, 12:02:34, time: 2.221, data_time: 1.112, memory: 5812, loss_cls: 9.8517, loss: 9.8517, grad_norm: 6.0413 2020-10-24 00:15:00,733 - mmaction - INFO - Epoch [16][40/1147] lr: 1.000e-02, eta: 1 day, 12:02:31, time: 1.403, data_time: 0.032, memory: 5812, loss_cls: 9.8919, loss: 9.8919, grad_norm: 5.8741 2020-10-24 00:15:28,530 - mmaction - INFO - Epoch [16][60/1147] lr: 1.000e-02, eta: 1 day, 12:02:21, time: 1.382, data_time: 0.004, memory: 5812, loss_cls: 10.0005, loss: 10.0005, grad_norm: 6.0380 2020-10-24 00:15:55,956 - mmaction - INFO - Epoch [16][80/1147] lr: 1.000e-02, eta: 1 day, 12:02:11, time: 1.379, data_time: 0.012, memory: 5812, loss_cls: 10.1152, loss: 10.1152, grad_norm: 5.9666 2020-10-24 00:16:22,389 - mmaction - INFO - Epoch [16][100/1147] lr: 1.000e-02, eta: 1 day, 12:01:40, time: 1.319, data_time: 0.004, memory: 5812, loss_cls: 10.2002, loss: 10.2002, grad_norm: 6.1011 2020-10-24 00:16:48,910 - mmaction - INFO - Epoch [16][120/1147] lr: 1.000e-02, eta: 1 day, 12:01:12, time: 1.328, data_time: 0.007, memory: 5812, loss_cls: 10.0334, loss: 10.0334, grad_norm: 6.0073 2020-10-24 00:17:15,538 - mmaction - INFO - Epoch [16][140/1147] lr: 1.000e-02, eta: 1 day, 12:00:43, time: 1.325, data_time: 0.010, memory: 5812, loss_cls: 9.9996, loss: 9.9996, grad_norm: 5.9613 2020-10-24 00:17:42,675 - mmaction - INFO - Epoch [16][160/1147] lr: 1.000e-02, eta: 1 day, 12:00:26, time: 1.362, data_time: 0.012, memory: 5812, loss_cls: 9.8451, loss: 9.8451, grad_norm: 5.9877 2020-10-24 00:18:08,900 - mmaction - INFO - Epoch [16][180/1147] lr: 1.000e-02, eta: 1 day, 11:59:54, time: 1.314, data_time: 0.008, memory: 5812, loss_cls: 9.7360, loss: 9.7360, grad_norm: 5.9970 2020-10-24 00:18:35,835 - mmaction - INFO - Epoch [16][200/1147] lr: 1.000e-02, eta: 1 day, 11:59:32, time: 1.347, data_time: 0.007, memory: 5812, loss_cls: 10.1876, loss: 10.1876, grad_norm: 6.1502 2020-10-24 00:19:02,370 - mmaction - INFO - Epoch [16][220/1147] lr: 1.000e-02, eta: 1 day, 11:59:03, time: 1.323, data_time: 0.003, memory: 5812, loss_cls: 9.9772, loss: 9.9772, grad_norm: 6.0924 2020-10-24 00:19:29,120 - mmaction - INFO - Epoch [16][240/1147] lr: 1.000e-02, eta: 1 day, 11:58:40, time: 1.343, data_time: 0.010, memory: 5812, loss_cls: 10.0780, loss: 10.0780, grad_norm: 6.1553 2020-10-24 00:19:55,588 - mmaction - INFO - Epoch [16][260/1147] lr: 1.000e-02, eta: 1 day, 11:58:08, time: 1.317, data_time: 0.003, memory: 5812, loss_cls: 9.8806, loss: 9.8806, grad_norm: 6.0653 2020-10-24 00:20:21,977 - mmaction - INFO - Epoch [16][280/1147] lr: 1.000e-02, eta: 1 day, 11:57:36, time: 1.315, data_time: 0.010, memory: 5812, loss_cls: 10.0761, loss: 10.0761, grad_norm: 6.2204 2020-10-24 00:20:48,706 - mmaction - INFO - Epoch [16][300/1147] lr: 1.000e-02, eta: 1 day, 11:57:13, time: 1.342, data_time: 0.014, memory: 5812, loss_cls: 9.9778, loss: 9.9778, grad_norm: 6.0902 2020-10-24 00:21:15,444 - mmaction - INFO - Epoch [16][320/1147] lr: 1.000e-02, eta: 1 day, 11:56:48, time: 1.338, data_time: 0.008, memory: 5812, loss_cls: 9.9731, loss: 9.9731, grad_norm: 6.0761 2020-10-24 00:21:42,183 - mmaction - INFO - Epoch [16][340/1147] lr: 1.000e-02, eta: 1 day, 11:56:25, time: 1.341, data_time: 0.006, memory: 5812, loss_cls: 9.9560, loss: 9.9560, grad_norm: 6.0831 2020-10-24 00:22:08,968 - mmaction - INFO - Epoch [16][360/1147] lr: 1.000e-02, eta: 1 day, 11:56:00, time: 1.338, data_time: 0.002, memory: 5812, loss_cls: 9.9974, loss: 9.9974, grad_norm: 6.1066 2020-10-24 00:22:35,290 - mmaction - INFO - Epoch [16][380/1147] lr: 1.000e-02, eta: 1 day, 11:55:28, time: 1.317, data_time: 0.003, memory: 5812, loss_cls: 10.0702, loss: 10.0702, grad_norm: 6.1893 2020-10-24 00:23:01,274 - mmaction - INFO - Epoch [16][400/1147] lr: 1.000e-02, eta: 1 day, 11:54:52, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 10.1533, loss: 10.1533, grad_norm: 5.9887 2020-10-24 00:23:28,235 - mmaction - INFO - Epoch [16][420/1147] lr: 1.000e-02, eta: 1 day, 11:54:31, time: 1.349, data_time: 0.004, memory: 5812, loss_cls: 10.0917, loss: 10.0917, grad_norm: 6.1077 2020-10-24 00:23:54,227 - mmaction - INFO - Epoch [16][440/1147] lr: 1.000e-02, eta: 1 day, 11:53:50, time: 1.289, data_time: 0.001, memory: 5812, loss_cls: 10.2404, loss: 10.2404, grad_norm: 6.0346 2020-10-24 00:24:20,621 - mmaction - INFO - Epoch [16][460/1147] lr: 1.000e-02, eta: 1 day, 11:53:23, time: 1.330, data_time: 0.013, memory: 5812, loss_cls: 9.9839, loss: 9.9839, grad_norm: 6.0311 2020-10-24 00:24:46,771 - mmaction - INFO - Epoch [16][480/1147] lr: 1.000e-02, eta: 1 day, 11:52:46, time: 1.298, data_time: 0.004, memory: 5812, loss_cls: 9.9481, loss: 9.9481, grad_norm: 6.1857 2020-10-24 00:25:12,788 - mmaction - INFO - Epoch [16][500/1147] lr: 1.000e-02, eta: 1 day, 11:52:12, time: 1.306, data_time: 0.012, memory: 5812, loss_cls: 10.3791, loss: 10.3791, grad_norm: 6.2771 2020-10-24 00:25:39,374 - mmaction - INFO - Epoch [16][520/1147] lr: 1.000e-02, eta: 1 day, 11:51:43, time: 1.325, data_time: 0.006, memory: 5812, loss_cls: 9.7727, loss: 9.7727, grad_norm: 5.9638 2020-10-24 00:26:05,965 - mmaction - INFO - Epoch [16][540/1147] lr: 1.000e-02, eta: 1 day, 11:51:19, time: 1.338, data_time: 0.010, memory: 5812, loss_cls: 9.8624, loss: 9.8624, grad_norm: 6.0474 2020-10-24 00:26:32,651 - mmaction - INFO - Epoch [16][560/1147] lr: 1.000e-02, eta: 1 day, 11:50:53, time: 1.333, data_time: 0.003, memory: 5812, loss_cls: 10.0243, loss: 10.0243, grad_norm: 6.0455 2020-10-24 00:26:58,249 - mmaction - INFO - Epoch [16][580/1147] lr: 1.000e-02, eta: 1 day, 11:50:09, time: 1.277, data_time: 0.003, memory: 5812, loss_cls: 9.9185, loss: 9.9185, grad_norm: 6.0052 2020-10-24 00:27:24,413 - mmaction - INFO - Epoch [16][600/1147] lr: 1.000e-02, eta: 1 day, 11:49:35, time: 1.305, data_time: 0.007, memory: 5812, loss_cls: 9.9274, loss: 9.9274, grad_norm: 6.0393 2020-10-24 00:27:50,207 - mmaction - INFO - Epoch [16][620/1147] lr: 1.000e-02, eta: 1 day, 11:48:57, time: 1.296, data_time: 0.009, memory: 5812, loss_cls: 9.8733, loss: 9.8733, grad_norm: 6.0148 2020-10-24 00:28:16,383 - mmaction - INFO - Epoch [16][640/1147] lr: 1.000e-02, eta: 1 day, 11:48:24, time: 1.309, data_time: 0.003, memory: 5812, loss_cls: 9.8311, loss: 9.8311, grad_norm: 5.9826 2020-10-24 00:28:43,610 - mmaction - INFO - Epoch [16][660/1147] lr: 1.000e-02, eta: 1 day, 11:48:07, time: 1.361, data_time: 0.003, memory: 5812, loss_cls: 10.1951, loss: 10.1951, grad_norm: 6.2198 2020-10-24 00:29:10,383 - mmaction - INFO - Epoch [16][680/1147] lr: 1.000e-02, eta: 1 day, 11:47:43, time: 1.340, data_time: 0.003, memory: 5812, loss_cls: 9.9243, loss: 9.9243, grad_norm: 6.0084 2020-10-24 00:29:37,293 - mmaction - INFO - Epoch [16][700/1147] lr: 1.000e-02, eta: 1 day, 11:47:19, time: 1.342, data_time: 0.001, memory: 5812, loss_cls: 9.8818, loss: 9.8818, grad_norm: 5.9226 2020-10-24 00:30:04,448 - mmaction - INFO - Epoch [16][720/1147] lr: 1.000e-02, eta: 1 day, 11:47:01, time: 1.358, data_time: 0.004, memory: 5812, loss_cls: 10.1116, loss: 10.1116, grad_norm: 6.0221 2020-10-24 00:30:30,676 - mmaction - INFO - Epoch [16][740/1147] lr: 1.000e-02, eta: 1 day, 11:46:29, time: 1.313, data_time: 0.004, memory: 5812, loss_cls: 10.0748, loss: 10.0748, grad_norm: 6.0088 2020-10-24 00:30:57,446 - mmaction - INFO - Epoch [16][760/1147] lr: 1.000e-02, eta: 1 day, 11:46:03, time: 1.333, data_time: 0.006, memory: 5812, loss_cls: 9.8809, loss: 9.8809, grad_norm: 5.8994 2020-10-24 00:31:24,058 - mmaction - INFO - Epoch [16][780/1147] lr: 1.000e-02, eta: 1 day, 11:45:36, time: 1.333, data_time: 0.010, memory: 5812, loss_cls: 10.0473, loss: 10.0473, grad_norm: 6.0690 2020-10-24 00:31:50,897 - mmaction - INFO - Epoch [16][800/1147] lr: 1.000e-02, eta: 1 day, 11:45:14, time: 1.346, data_time: 0.008, memory: 5812, loss_cls: 9.9589, loss: 9.9589, grad_norm: 5.9054 2020-10-24 00:32:16,469 - mmaction - INFO - Epoch [16][820/1147] lr: 1.000e-02, eta: 1 day, 11:44:32, time: 1.278, data_time: 0.002, memory: 5812, loss_cls: 10.1550, loss: 10.1550, grad_norm: 6.0541 2020-10-24 00:32:43,064 - mmaction - INFO - Epoch [16][840/1147] lr: 1.000e-02, eta: 1 day, 11:44:05, time: 1.329, data_time: 0.003, memory: 5812, loss_cls: 10.1658, loss: 10.1658, grad_norm: 6.1514 2020-10-24 00:33:09,786 - mmaction - INFO - Epoch [16][860/1147] lr: 1.000e-02, eta: 1 day, 11:43:38, time: 1.329, data_time: 0.004, memory: 5812, loss_cls: 10.0225, loss: 10.0225, grad_norm: 5.9687 2020-10-24 00:33:35,788 - mmaction - INFO - Epoch [16][880/1147] lr: 1.000e-02, eta: 1 day, 11:43:02, time: 1.301, data_time: 0.010, memory: 5812, loss_cls: 10.0314, loss: 10.0314, grad_norm: 6.0030 2020-10-24 00:34:01,277 - mmaction - INFO - Epoch [16][900/1147] lr: 1.000e-02, eta: 1 day, 11:42:20, time: 1.277, data_time: 0.010, memory: 5812, loss_cls: 9.9886, loss: 9.9886, grad_norm: 5.8863 2020-10-24 00:34:27,700 - mmaction - INFO - Epoch [16][920/1147] lr: 1.000e-02, eta: 1 day, 11:41:50, time: 1.319, data_time: 0.007, memory: 5812, loss_cls: 10.1011, loss: 10.1011, grad_norm: 6.7239 2020-10-24 00:34:53,217 - mmaction - INFO - Epoch [16][940/1147] lr: 1.000e-02, eta: 1 day, 11:41:10, time: 1.283, data_time: 0.008, memory: 5812, loss_cls: 10.2436, loss: 10.2436, grad_norm: 6.0970 2020-10-24 00:35:19,948 - mmaction - INFO - Epoch [16][960/1147] lr: 1.000e-02, eta: 1 day, 11:40:43, time: 1.330, data_time: 0.001, memory: 5812, loss_cls: 10.2423, loss: 10.2423, grad_norm: 5.8814 2020-10-24 00:35:45,156 - mmaction - INFO - Epoch [16][980/1147] lr: 1.000e-02, eta: 1 day, 11:39:58, time: 1.267, data_time: 0.009, memory: 5812, loss_cls: 9.9815, loss: 9.9815, grad_norm: 5.9075 2020-10-24 00:36:11,443 - mmaction - INFO - Epoch [16][1000/1147] lr: 1.000e-02, eta: 1 day, 11:39:24, time: 1.304, data_time: 0.002, memory: 5812, loss_cls: 10.0901, loss: 10.0901, grad_norm: 6.0083 2020-10-24 00:36:37,590 - mmaction - INFO - Epoch [16][1020/1147] lr: 1.000e-02, eta: 1 day, 11:38:53, time: 1.314, data_time: 0.012, memory: 5812, loss_cls: 10.1513, loss: 10.1513, grad_norm: 5.8808 2020-10-24 00:37:04,244 - mmaction - INFO - Epoch [16][1040/1147] lr: 1.000e-02, eta: 1 day, 11:38:27, time: 1.332, data_time: 0.005, memory: 5812, loss_cls: 10.1987, loss: 10.1987, grad_norm: 6.0785 2020-10-24 00:37:29,309 - mmaction - INFO - Epoch [16][1060/1147] lr: 1.000e-02, eta: 1 day, 11:37:39, time: 1.257, data_time: 0.005, memory: 5812, loss_cls: 9.9652, loss: 9.9652, grad_norm: 6.0177 2020-10-24 00:37:55,279 - mmaction - INFO - Epoch [16][1080/1147] lr: 1.000e-02, eta: 1 day, 11:37:02, time: 1.291, data_time: 0.001, memory: 5812, loss_cls: 10.0542, loss: 10.0542, grad_norm: 6.0500 2020-10-24 00:38:22,159 - mmaction - INFO - Epoch [16][1100/1147] lr: 1.000e-02, eta: 1 day, 11:36:39, time: 1.344, data_time: 0.009, memory: 5812, loss_cls: 10.0685, loss: 10.0685, grad_norm: 6.0399 2020-10-24 00:38:48,607 - mmaction - INFO - Epoch [16][1120/1147] lr: 1.000e-02, eta: 1 day, 11:36:12, time: 1.327, data_time: 0.010, memory: 5812, loss_cls: 10.2052, loss: 10.2052, grad_norm: 6.0943 2020-10-24 00:39:14,755 - mmaction - INFO - Epoch [16][1140/1147] lr: 1.000e-02, eta: 1 day, 11:35:39, time: 1.310, data_time: 0.005, memory: 5812, loss_cls: 9.9942, loss: 9.9942, grad_norm: 5.9667 2020-10-24 00:40:13,629 - mmaction - INFO - Epoch [17][20/1147] lr: 1.000e-02, eta: 1 day, 11:37:54, time: 2.407, data_time: 1.589, memory: 5812, loss_cls: 10.1381, loss: 10.1381, grad_norm: 6.0774 2020-10-24 00:40:41,844 - mmaction - INFO - Epoch [17][40/1147] lr: 1.000e-02, eta: 1 day, 11:37:51, time: 1.413, data_time: 0.049, memory: 5812, loss_cls: 9.9412, loss: 9.9412, grad_norm: 6.0827 2020-10-24 00:41:08,605 - mmaction - INFO - Epoch [17][60/1147] lr: 1.000e-02, eta: 1 day, 11:37:25, time: 1.334, data_time: 0.002, memory: 5812, loss_cls: 9.8856, loss: 9.8856, grad_norm: 6.0763 2020-10-24 00:41:34,699 - mmaction - INFO - Epoch [17][80/1147] lr: 1.000e-02, eta: 1 day, 11:36:51, time: 1.307, data_time: 0.006, memory: 5812, loss_cls: 10.1851, loss: 10.1851, grad_norm: 6.0402 2020-10-24 00:42:02,703 - mmaction - INFO - Epoch [17][100/1147] lr: 1.000e-02, eta: 1 day, 11:36:43, time: 1.399, data_time: 0.004, memory: 5812, loss_cls: 9.9075, loss: 9.9075, grad_norm: 6.1930 2020-10-24 00:42:28,910 - mmaction - INFO - Epoch [17][120/1147] lr: 1.000e-02, eta: 1 day, 11:36:11, time: 1.312, data_time: 0.006, memory: 5812, loss_cls: 10.1357, loss: 10.1357, grad_norm: 6.1005 2020-10-24 00:42:56,052 - mmaction - INFO - Epoch [17][140/1147] lr: 1.000e-02, eta: 1 day, 11:35:50, time: 1.354, data_time: 0.002, memory: 5812, loss_cls: 9.8958, loss: 9.8958, grad_norm: 5.9935 2020-10-24 00:43:22,429 - mmaction - INFO - Epoch [17][160/1147] lr: 1.000e-02, eta: 1 day, 11:35:20, time: 1.320, data_time: 0.007, memory: 5812, loss_cls: 9.8173, loss: 9.8173, grad_norm: 6.0191 2020-10-24 00:43:49,418 - mmaction - INFO - Epoch [17][180/1147] lr: 1.000e-02, eta: 1 day, 11:34:58, time: 1.348, data_time: 0.006, memory: 5812, loss_cls: 10.0458, loss: 10.0458, grad_norm: 6.0615 2020-10-24 00:44:15,736 - mmaction - INFO - Epoch [17][200/1147] lr: 1.000e-02, eta: 1 day, 11:34:28, time: 1.320, data_time: 0.006, memory: 5812, loss_cls: 10.1294, loss: 10.1294, grad_norm: 6.2028 2020-10-24 00:44:42,359 - mmaction - INFO - Epoch [17][220/1147] lr: 1.000e-02, eta: 1 day, 11:33:59, time: 1.324, data_time: 0.001, memory: 5812, loss_cls: 10.0823, loss: 10.0823, grad_norm: 5.9566 2020-10-24 00:45:08,890 - mmaction - INFO - Epoch [17][240/1147] lr: 1.000e-02, eta: 1 day, 11:33:31, time: 1.327, data_time: 0.011, memory: 5812, loss_cls: 10.0388, loss: 10.0388, grad_norm: 5.9821 2020-10-24 00:45:35,347 - mmaction - INFO - Epoch [17][260/1147] lr: 1.000e-02, eta: 1 day, 11:33:03, time: 1.327, data_time: 0.011, memory: 5812, loss_cls: 10.0403, loss: 10.0403, grad_norm: 6.0224 2020-10-24 00:46:01,992 - mmaction - INFO - Epoch [17][280/1147] lr: 1.000e-02, eta: 1 day, 11:32:37, time: 1.332, data_time: 0.010, memory: 5812, loss_cls: 9.7985, loss: 9.7985, grad_norm: 5.9505 2020-10-24 00:46:28,092 - mmaction - INFO - Epoch [17][300/1147] lr: 1.000e-02, eta: 1 day, 11:32:03, time: 1.306, data_time: 0.009, memory: 5812, loss_cls: 9.9249, loss: 9.9249, grad_norm: 6.0157 2020-10-24 00:46:54,720 - mmaction - INFO - Epoch [17][320/1147] lr: 1.000e-02, eta: 1 day, 11:31:36, time: 1.331, data_time: 0.005, memory: 5812, loss_cls: 9.9225, loss: 9.9225, grad_norm: 6.1267 2020-10-24 00:47:21,297 - mmaction - INFO - Epoch [17][340/1147] lr: 1.000e-02, eta: 1 day, 11:31:09, time: 1.330, data_time: 0.013, memory: 5812, loss_cls: 10.0334, loss: 10.0334, grad_norm: 6.0891 2020-10-24 00:47:48,284 - mmaction - INFO - Epoch [17][360/1147] lr: 1.000e-02, eta: 1 day, 11:30:47, time: 1.351, data_time: 0.005, memory: 5812, loss_cls: 10.0252, loss: 10.0252, grad_norm: 6.0927 2020-10-24 00:48:14,114 - mmaction - INFO - Epoch [17][380/1147] lr: 1.000e-02, eta: 1 day, 11:30:08, time: 1.286, data_time: 0.004, memory: 5812, loss_cls: 10.0556, loss: 10.0556, grad_norm: 5.9497 2020-10-24 00:48:40,644 - mmaction - INFO - Epoch [17][400/1147] lr: 1.000e-02, eta: 1 day, 11:29:40, time: 1.324, data_time: 0.010, memory: 5812, loss_cls: 10.0497, loss: 10.0497, grad_norm: 6.0613 2020-10-24 00:49:06,885 - mmaction - INFO - Epoch [17][420/1147] lr: 1.000e-02, eta: 1 day, 11:29:10, time: 1.320, data_time: 0.011, memory: 5812, loss_cls: 9.8949, loss: 9.8949, grad_norm: 6.0500 2020-10-24 00:49:33,009 - mmaction - INFO - Epoch [17][440/1147] lr: 1.000e-02, eta: 1 day, 11:28:36, time: 1.302, data_time: 0.007, memory: 5812, loss_cls: 9.9333, loss: 9.9333, grad_norm: 6.0786 2020-10-24 00:49:59,464 - mmaction - INFO - Epoch [17][460/1147] lr: 1.000e-02, eta: 1 day, 11:28:07, time: 1.326, data_time: 0.006, memory: 5812, loss_cls: 9.8187, loss: 9.8187, grad_norm: 6.0277 2020-10-24 00:50:25,921 - mmaction - INFO - Epoch [17][480/1147] lr: 1.000e-02, eta: 1 day, 11:27:38, time: 1.321, data_time: 0.002, memory: 5812, loss_cls: 9.9222, loss: 9.9222, grad_norm: 5.9418 2020-10-24 00:50:52,434 - mmaction - INFO - Epoch [17][500/1147] lr: 1.000e-02, eta: 1 day, 11:27:10, time: 1.328, data_time: 0.005, memory: 5812, loss_cls: 9.8980, loss: 9.8980, grad_norm: 5.9371 2020-10-24 00:51:19,276 - mmaction - INFO - Epoch [17][520/1147] lr: 1.000e-02, eta: 1 day, 11:26:45, time: 1.338, data_time: 0.003, memory: 5812, loss_cls: 9.9505, loss: 9.9505, grad_norm: 6.0911 2020-10-24 00:51:45,768 - mmaction - INFO - Epoch [17][540/1147] lr: 1.000e-02, eta: 1 day, 11:26:17, time: 1.325, data_time: 0.007, memory: 5812, loss_cls: 10.0595, loss: 10.0595, grad_norm: 6.1835 2020-10-24 00:52:12,050 - mmaction - INFO - Epoch [17][560/1147] lr: 1.000e-02, eta: 1 day, 11:25:47, time: 1.318, data_time: 0.006, memory: 5812, loss_cls: 9.8361, loss: 9.8361, grad_norm: 6.0865 2020-10-24 00:52:38,574 - mmaction - INFO - Epoch [17][580/1147] lr: 1.000e-02, eta: 1 day, 11:25:19, time: 1.325, data_time: 0.003, memory: 5812, loss_cls: 10.3124, loss: 10.3124, grad_norm: 6.0945 2020-10-24 00:53:05,018 - mmaction - INFO - Epoch [17][600/1147] lr: 1.000e-02, eta: 1 day, 11:24:50, time: 1.324, data_time: 0.005, memory: 5812, loss_cls: 10.0832, loss: 10.0832, grad_norm: 6.0030 2020-10-24 00:53:31,565 - mmaction - INFO - Epoch [17][620/1147] lr: 1.000e-02, eta: 1 day, 11:24:22, time: 1.326, data_time: 0.001, memory: 5812, loss_cls: 10.0519, loss: 10.0519, grad_norm: 6.0537 2020-10-24 00:53:57,796 - mmaction - INFO - Epoch [17][640/1147] lr: 1.000e-02, eta: 1 day, 11:23:50, time: 1.310, data_time: 0.005, memory: 5812, loss_cls: 10.0261, loss: 10.0261, grad_norm: 6.1099 2020-10-24 00:54:24,100 - mmaction - INFO - Epoch [17][660/1147] lr: 1.000e-02, eta: 1 day, 11:23:19, time: 1.313, data_time: 0.004, memory: 5812, loss_cls: 10.0153, loss: 10.0153, grad_norm: 6.0673 2020-10-24 00:54:50,728 - mmaction - INFO - Epoch [17][680/1147] lr: 1.000e-02, eta: 1 day, 11:22:51, time: 1.327, data_time: 0.008, memory: 5812, loss_cls: 9.9762, loss: 9.9762, grad_norm: 6.0730 2020-10-24 00:55:16,944 - mmaction - INFO - Epoch [17][700/1147] lr: 1.000e-02, eta: 1 day, 11:22:20, time: 1.315, data_time: 0.011, memory: 5812, loss_cls: 9.8343, loss: 9.8343, grad_norm: 6.1001 2020-10-24 00:55:43,896 - mmaction - INFO - Epoch [17][720/1147] lr: 1.000e-02, eta: 1 day, 11:21:58, time: 1.350, data_time: 0.007, memory: 5812, loss_cls: 9.8792, loss: 9.8792, grad_norm: 6.1546 2020-10-24 00:56:10,743 - mmaction - INFO - Epoch [17][740/1147] lr: 1.000e-02, eta: 1 day, 11:21:35, time: 1.345, data_time: 0.004, memory: 5812, loss_cls: 10.1218, loss: 10.1218, grad_norm: 6.1910 2020-10-24 00:56:36,534 - mmaction - INFO - Epoch [17][760/1147] lr: 1.000e-02, eta: 1 day, 11:20:58, time: 1.289, data_time: 0.002, memory: 5812, loss_cls: 9.8227, loss: 9.8227, grad_norm: 5.9896 2020-10-24 00:57:03,039 - mmaction - INFO - Epoch [17][780/1147] lr: 1.000e-02, eta: 1 day, 11:20:29, time: 1.321, data_time: 0.001, memory: 5812, loss_cls: 9.8492, loss: 9.8492, grad_norm: 5.9350 2020-10-24 00:57:29,313 - mmaction - INFO - Epoch [17][800/1147] lr: 1.000e-02, eta: 1 day, 11:19:58, time: 1.317, data_time: 0.011, memory: 5812, loss_cls: 10.1087, loss: 10.1087, grad_norm: 6.0694 2020-10-24 00:57:55,753 - mmaction - INFO - Epoch [17][820/1147] lr: 1.000e-02, eta: 1 day, 11:19:29, time: 1.322, data_time: 0.005, memory: 5812, loss_cls: 10.2290, loss: 10.2290, grad_norm: 5.9815 2020-10-24 00:58:22,760 - mmaction - INFO - Epoch [17][840/1147] lr: 1.000e-02, eta: 1 day, 11:19:08, time: 1.351, data_time: 0.003, memory: 5812, loss_cls: 10.3085, loss: 10.3085, grad_norm: 5.9874 2020-10-24 00:58:49,457 - mmaction - INFO - Epoch [17][860/1147] lr: 1.000e-02, eta: 1 day, 11:18:42, time: 1.335, data_time: 0.004, memory: 5812, loss_cls: 10.0309, loss: 10.0309, grad_norm: 9.1910 2020-10-24 00:59:15,598 - mmaction - INFO - Epoch [17][880/1147] lr: 1.000e-02, eta: 1 day, 11:18:09, time: 1.307, data_time: 0.007, memory: 5812, loss_cls: 10.3986, loss: 10.3986, grad_norm: 6.3825 2020-10-24 00:59:42,577 - mmaction - INFO - Epoch [17][900/1147] lr: 1.000e-02, eta: 1 day, 11:17:44, time: 1.339, data_time: 0.004, memory: 5812, loss_cls: 10.1609, loss: 10.1609, grad_norm: 6.1310 2020-10-24 01:00:08,845 - mmaction - INFO - Epoch [17][920/1147] lr: 1.000e-02, eta: 1 day, 11:17:16, time: 1.323, data_time: 0.014, memory: 5812, loss_cls: 10.0435, loss: 10.0435, grad_norm: 6.0530 2020-10-24 01:00:35,507 - mmaction - INFO - Epoch [17][940/1147] lr: 1.000e-02, eta: 1 day, 11:16:49, time: 1.332, data_time: 0.004, memory: 5812, loss_cls: 9.9141, loss: 9.9141, grad_norm: 5.9359 2020-10-24 01:01:01,908 - mmaction - INFO - Epoch [17][960/1147] lr: 1.000e-02, eta: 1 day, 11:16:20, time: 1.318, data_time: 0.006, memory: 5812, loss_cls: 10.1257, loss: 10.1257, grad_norm: 5.9608 2020-10-24 01:01:28,135 - mmaction - INFO - Epoch [17][980/1147] lr: 1.000e-02, eta: 1 day, 11:15:48, time: 1.312, data_time: 0.014, memory: 5812, loss_cls: 9.9178, loss: 9.9178, grad_norm: 5.8947 2020-10-24 01:01:54,804 - mmaction - INFO - Epoch [17][1000/1147] lr: 1.000e-02, eta: 1 day, 11:15:22, time: 1.330, data_time: 0.009, memory: 5812, loss_cls: 10.0444, loss: 10.0444, grad_norm: 6.0100 2020-10-24 01:02:21,321 - mmaction - INFO - Epoch [17][1020/1147] lr: 1.000e-02, eta: 1 day, 11:14:54, time: 1.326, data_time: 0.012, memory: 5812, loss_cls: 9.9921, loss: 9.9921, grad_norm: 5.8309 2020-10-24 01:02:47,677 - mmaction - INFO - Epoch [17][1040/1147] lr: 1.000e-02, eta: 1 day, 11:14:25, time: 1.324, data_time: 0.015, memory: 5812, loss_cls: 9.9859, loss: 9.9859, grad_norm: 5.9477 2020-10-24 01:03:14,761 - mmaction - INFO - Epoch [17][1060/1147] lr: 1.000e-02, eta: 1 day, 11:14:03, time: 1.350, data_time: 0.004, memory: 5812, loss_cls: 9.9029, loss: 9.9029, grad_norm: 5.9546 2020-10-24 01:03:41,420 - mmaction - INFO - Epoch [17][1080/1147] lr: 1.000e-02, eta: 1 day, 11:13:37, time: 1.333, data_time: 0.008, memory: 5812, loss_cls: 10.1541, loss: 10.1541, grad_norm: 5.9972 2020-10-24 01:04:07,722 - mmaction - INFO - Epoch [17][1100/1147] lr: 1.000e-02, eta: 1 day, 11:13:06, time: 1.311, data_time: 0.005, memory: 5812, loss_cls: 10.0138, loss: 10.0138, grad_norm: 5.9458 2020-10-24 01:04:33,839 - mmaction - INFO - Epoch [17][1120/1147] lr: 1.000e-02, eta: 1 day, 11:12:33, time: 1.305, data_time: 0.009, memory: 5812, loss_cls: 9.8386, loss: 9.8386, grad_norm: 6.1114 2020-10-24 01:05:00,638 - mmaction - INFO - Epoch [17][1140/1147] lr: 1.000e-02, eta: 1 day, 11:12:08, time: 1.337, data_time: 0.009, memory: 5812, loss_cls: 10.0340, loss: 10.0340, grad_norm: 5.9918 2020-10-24 01:05:54,103 - mmaction - INFO - Epoch [18][20/1147] lr: 1.000e-02, eta: 1 day, 11:13:07, time: 2.200, data_time: 1.041, memory: 5812, loss_cls: 9.8388, loss: 9.8388, grad_norm: 6.0680 2020-10-24 01:06:22,323 - mmaction - INFO - Epoch [18][40/1147] lr: 1.000e-02, eta: 1 day, 11:12:59, time: 1.411, data_time: 0.005, memory: 5812, loss_cls: 9.9209, loss: 9.9209, grad_norm: 6.0811 2020-10-24 01:06:49,485 - mmaction - INFO - Epoch [18][60/1147] lr: 1.000e-02, eta: 1 day, 11:12:39, time: 1.358, data_time: 0.002, memory: 5812, loss_cls: 9.7689, loss: 9.7689, grad_norm: 5.9671 2020-10-24 01:07:16,514 - mmaction - INFO - Epoch [18][80/1147] lr: 1.000e-02, eta: 1 day, 11:12:15, time: 1.347, data_time: 0.003, memory: 5812, loss_cls: 9.8030, loss: 9.8030, grad_norm: 5.8396 2020-10-24 01:07:43,408 - mmaction - INFO - Epoch [18][100/1147] lr: 1.000e-02, eta: 1 day, 11:11:51, time: 1.343, data_time: 0.009, memory: 5812, loss_cls: 9.9339, loss: 9.9339, grad_norm: 6.0480 2020-10-24 01:08:10,748 - mmaction - INFO - Epoch [18][120/1147] lr: 1.000e-02, eta: 1 day, 11:11:33, time: 1.368, data_time: 0.009, memory: 5812, loss_cls: 10.1676, loss: 10.1676, grad_norm: 6.0715 2020-10-24 01:08:36,520 - mmaction - INFO - Epoch [18][140/1147] lr: 1.000e-02, eta: 1 day, 11:10:56, time: 1.291, data_time: 0.008, memory: 5812, loss_cls: 9.8498, loss: 9.8498, grad_norm: 5.9802 2020-10-24 01:09:03,249 - mmaction - INFO - Epoch [18][160/1147] lr: 1.000e-02, eta: 1 day, 11:10:31, time: 1.337, data_time: 0.006, memory: 5812, loss_cls: 9.7995, loss: 9.7995, grad_norm: 6.0267 2020-10-24 01:09:29,476 - mmaction - INFO - Epoch [18][180/1147] lr: 1.000e-02, eta: 1 day, 11:10:00, time: 1.313, data_time: 0.005, memory: 5812, loss_cls: 9.8122, loss: 9.8122, grad_norm: 5.9754 2020-10-24 01:09:55,938 - mmaction - INFO - Epoch [18][200/1147] lr: 1.000e-02, eta: 1 day, 11:09:30, time: 1.317, data_time: 0.003, memory: 5812, loss_cls: 9.9662, loss: 9.9662, grad_norm: 6.0430 2020-10-24 01:10:21,431 - mmaction - INFO - Epoch [18][220/1147] lr: 1.000e-02, eta: 1 day, 11:08:51, time: 1.281, data_time: 0.008, memory: 5812, loss_cls: 9.8785, loss: 9.8785, grad_norm: 6.1007 2020-10-24 01:10:47,426 - mmaction - INFO - Epoch [18][240/1147] lr: 1.000e-02, eta: 1 day, 11:08:17, time: 1.299, data_time: 0.001, memory: 5812, loss_cls: 10.1524, loss: 10.1524, grad_norm: 6.1415 2020-10-24 01:11:13,958 - mmaction - INFO - Epoch [18][260/1147] lr: 1.000e-02, eta: 1 day, 11:07:49, time: 1.324, data_time: 0.003, memory: 5812, loss_cls: 10.1157, loss: 10.1157, grad_norm: 6.1362 2020-10-24 01:11:40,816 - mmaction - INFO - Epoch [18][280/1147] lr: 1.000e-02, eta: 1 day, 11:07:22, time: 1.334, data_time: 0.008, memory: 5812, loss_cls: 9.8534, loss: 9.8534, grad_norm: 6.1052 2020-10-24 01:12:06,888 - mmaction - INFO - Epoch [18][300/1147] lr: 1.000e-02, eta: 1 day, 11:06:50, time: 1.306, data_time: 0.012, memory: 5812, loss_cls: 9.8812, loss: 9.8812, grad_norm: 6.0192 2020-10-24 01:12:32,999 - mmaction - INFO - Epoch [18][320/1147] lr: 1.000e-02, eta: 1 day, 11:06:18, time: 1.309, data_time: 0.008, memory: 5812, loss_cls: 10.0619, loss: 10.0619, grad_norm: 5.9572 2020-10-24 01:12:59,120 - mmaction - INFO - Epoch [18][340/1147] lr: 1.000e-02, eta: 1 day, 11:05:45, time: 1.306, data_time: 0.004, memory: 5812, loss_cls: 10.0058, loss: 10.0058, grad_norm: 6.0136 2020-10-24 01:13:25,011 - mmaction - INFO - Epoch [18][360/1147] lr: 1.000e-02, eta: 1 day, 11:05:11, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 9.8868, loss: 9.8868, grad_norm: 5.8856 2020-10-24 01:13:51,911 - mmaction - INFO - Epoch [18][380/1147] lr: 1.000e-02, eta: 1 day, 11:04:47, time: 1.342, data_time: 0.001, memory: 5812, loss_cls: 10.1259, loss: 10.1259, grad_norm: 5.9501 2020-10-24 01:14:17,862 - mmaction - INFO - Epoch [18][400/1147] lr: 1.000e-02, eta: 1 day, 11:04:13, time: 1.299, data_time: 0.010, memory: 5812, loss_cls: 9.8218, loss: 9.8218, grad_norm: 6.0291 2020-10-24 01:14:44,137 - mmaction - INFO - Epoch [18][420/1147] lr: 1.000e-02, eta: 1 day, 11:03:42, time: 1.314, data_time: 0.003, memory: 5812, loss_cls: 10.1171, loss: 10.1171, grad_norm: 6.0093 2020-10-24 01:15:10,503 - mmaction - INFO - Epoch [18][440/1147] lr: 1.000e-02, eta: 1 day, 11:03:12, time: 1.319, data_time: 0.004, memory: 5812, loss_cls: 9.9997, loss: 9.9997, grad_norm: 6.0162 2020-10-24 01:15:36,691 - mmaction - INFO - Epoch [18][460/1147] lr: 1.000e-02, eta: 1 day, 11:02:41, time: 1.308, data_time: 0.002, memory: 5812, loss_cls: 9.9058, loss: 9.9058, grad_norm: 6.0170 2020-10-24 01:16:03,161 - mmaction - INFO - Epoch [18][480/1147] lr: 1.000e-02, eta: 1 day, 11:02:11, time: 1.321, data_time: 0.004, memory: 5812, loss_cls: 10.2370, loss: 10.2370, grad_norm: 6.1379 2020-10-24 01:16:29,744 - mmaction - INFO - Epoch [18][500/1147] lr: 1.000e-02, eta: 1 day, 11:01:43, time: 1.324, data_time: 0.010, memory: 5812, loss_cls: 10.1801, loss: 10.1801, grad_norm: 6.0002 2020-10-24 01:16:55,603 - mmaction - INFO - Epoch [18][520/1147] lr: 1.000e-02, eta: 1 day, 11:01:09, time: 1.297, data_time: 0.011, memory: 5812, loss_cls: 9.9810, loss: 9.9810, grad_norm: 6.0627 2020-10-24 01:17:21,641 - mmaction - INFO - Epoch [18][540/1147] lr: 1.000e-02, eta: 1 day, 11:00:37, time: 1.307, data_time: 0.007, memory: 5812, loss_cls: 9.9144, loss: 9.9144, grad_norm: 6.1150 2020-10-24 01:17:48,007 - mmaction - INFO - Epoch [18][560/1147] lr: 1.000e-02, eta: 1 day, 11:00:07, time: 1.319, data_time: 0.003, memory: 5812, loss_cls: 10.0197, loss: 10.0197, grad_norm: 6.0259 2020-10-24 01:18:15,034 - mmaction - INFO - Epoch [18][580/1147] lr: 1.000e-02, eta: 1 day, 10:59:41, time: 1.334, data_time: 0.003, memory: 5812, loss_cls: 9.9372, loss: 9.9372, grad_norm: 6.1024 2020-10-24 01:18:41,074 - mmaction - INFO - Epoch [18][600/1147] lr: 1.000e-02, eta: 1 day, 10:59:12, time: 1.319, data_time: 0.019, memory: 5812, loss_cls: 9.9281, loss: 9.9281, grad_norm: 6.1099 2020-10-24 01:19:07,414 - mmaction - INFO - Epoch [18][620/1147] lr: 1.000e-02, eta: 1 day, 10:58:40, time: 1.306, data_time: 0.001, memory: 5812, loss_cls: 9.8142, loss: 9.8142, grad_norm: 6.0492 2020-10-24 01:19:33,291 - mmaction - INFO - Epoch [18][640/1147] lr: 1.000e-02, eta: 1 day, 10:58:07, time: 1.304, data_time: 0.015, memory: 5812, loss_cls: 9.8907, loss: 9.8907, grad_norm: 6.0207 2020-10-24 01:20:00,044 - mmaction - INFO - Epoch [18][660/1147] lr: 1.000e-02, eta: 1 day, 10:57:42, time: 1.337, data_time: 0.004, memory: 5812, loss_cls: 9.6903, loss: 9.6903, grad_norm: 6.0593 2020-10-24 01:20:25,803 - mmaction - INFO - Epoch [18][680/1147] lr: 1.000e-02, eta: 1 day, 10:57:06, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 10.2728, loss: 10.2728, grad_norm: 6.0061 2020-10-24 01:20:52,064 - mmaction - INFO - Epoch [18][700/1147] lr: 1.000e-02, eta: 1 day, 10:56:34, time: 1.307, data_time: 0.003, memory: 5812, loss_cls: 10.0143, loss: 10.0143, grad_norm: 6.0349 2020-10-24 01:21:18,709 - mmaction - INFO - Epoch [18][720/1147] lr: 1.000e-02, eta: 1 day, 10:56:08, time: 1.334, data_time: 0.009, memory: 5812, loss_cls: 9.9320, loss: 9.9320, grad_norm: 6.0168 2020-10-24 01:21:45,002 - mmaction - INFO - Epoch [18][740/1147] lr: 1.000e-02, eta: 1 day, 10:55:39, time: 1.318, data_time: 0.007, memory: 5812, loss_cls: 9.8670, loss: 9.8670, grad_norm: 6.0163 2020-10-24 01:22:10,787 - mmaction - INFO - Epoch [18][760/1147] lr: 1.000e-02, eta: 1 day, 10:55:03, time: 1.288, data_time: 0.003, memory: 5812, loss_cls: 9.7632, loss: 9.7632, grad_norm: 6.1771 2020-10-24 01:22:37,095 - mmaction - INFO - Epoch [18][780/1147] lr: 1.000e-02, eta: 1 day, 10:54:33, time: 1.315, data_time: 0.003, memory: 5812, loss_cls: 9.8195, loss: 9.8195, grad_norm: 6.0220 2020-10-24 01:23:03,557 - mmaction - INFO - Epoch [18][800/1147] lr: 1.000e-02, eta: 1 day, 10:54:05, time: 1.323, data_time: 0.003, memory: 5812, loss_cls: 9.9611, loss: 9.9611, grad_norm: 6.0193 2020-10-24 01:23:29,857 - mmaction - INFO - Epoch [18][820/1147] lr: 1.000e-02, eta: 1 day, 10:53:34, time: 1.312, data_time: 0.003, memory: 5812, loss_cls: 10.0095, loss: 10.0095, grad_norm: 6.1483 2020-10-24 01:23:56,063 - mmaction - INFO - Epoch [18][840/1147] lr: 1.000e-02, eta: 1 day, 10:53:04, time: 1.314, data_time: 0.005, memory: 5812, loss_cls: 9.6984, loss: 9.6984, grad_norm: 5.9983 2020-10-24 01:24:22,131 - mmaction - INFO - Epoch [18][860/1147] lr: 1.000e-02, eta: 1 day, 10:52:29, time: 1.293, data_time: 0.006, memory: 5812, loss_cls: 9.9357, loss: 9.9357, grad_norm: 5.9124 2020-10-24 01:24:48,094 - mmaction - INFO - Epoch [18][880/1147] lr: 1.000e-02, eta: 1 day, 10:51:58, time: 1.309, data_time: 0.014, memory: 5812, loss_cls: 10.2046, loss: 10.2046, grad_norm: 6.1145 2020-10-24 01:25:14,027 - mmaction - INFO - Epoch [18][900/1147] lr: 1.000e-02, eta: 1 day, 10:51:24, time: 1.295, data_time: 0.002, memory: 5812, loss_cls: 10.0383, loss: 10.0383, grad_norm: 6.0772 2020-10-24 01:25:39,576 - mmaction - INFO - Epoch [18][920/1147] lr: 1.000e-02, eta: 1 day, 10:50:46, time: 1.278, data_time: 0.009, memory: 5812, loss_cls: 10.0650, loss: 10.0650, grad_norm: 5.8592 2020-10-24 01:26:05,493 - mmaction - INFO - Epoch [18][940/1147] lr: 1.000e-02, eta: 1 day, 10:50:12, time: 1.297, data_time: 0.001, memory: 5812, loss_cls: 9.9235, loss: 9.9235, grad_norm: 5.8546 2020-10-24 01:26:31,567 - mmaction - INFO - Epoch [18][960/1147] lr: 1.000e-02, eta: 1 day, 10:49:40, time: 1.303, data_time: 0.005, memory: 5812, loss_cls: 9.9873, loss: 9.9873, grad_norm: 5.9559 2020-10-24 01:26:57,733 - mmaction - INFO - Epoch [18][980/1147] lr: 1.000e-02, eta: 1 day, 10:49:08, time: 1.304, data_time: 0.011, memory: 5812, loss_cls: 10.0047, loss: 10.0047, grad_norm: 6.0286 2020-10-24 01:27:24,158 - mmaction - INFO - Epoch [18][1000/1147] lr: 1.000e-02, eta: 1 day, 10:48:40, time: 1.325, data_time: 0.010, memory: 5812, loss_cls: 9.9333, loss: 9.9333, grad_norm: 5.8552 2020-10-24 01:27:50,339 - mmaction - INFO - Epoch [18][1020/1147] lr: 1.000e-02, eta: 1 day, 10:48:08, time: 1.306, data_time: 0.002, memory: 5812, loss_cls: 10.1697, loss: 10.1697, grad_norm: 5.9782 2020-10-24 01:28:16,146 - mmaction - INFO - Epoch [18][1040/1147] lr: 1.000e-02, eta: 1 day, 10:47:34, time: 1.294, data_time: 0.006, memory: 5812, loss_cls: 9.8927, loss: 9.8927, grad_norm: 6.0300 2020-10-24 01:28:42,492 - mmaction - INFO - Epoch [18][1060/1147] lr: 1.000e-02, eta: 1 day, 10:47:04, time: 1.315, data_time: 0.003, memory: 5812, loss_cls: 10.1523, loss: 10.1523, grad_norm: 5.9388 2020-10-24 01:29:08,554 - mmaction - INFO - Epoch [18][1080/1147] lr: 1.000e-02, eta: 1 day, 10:46:32, time: 1.304, data_time: 0.005, memory: 5812, loss_cls: 9.8994, loss: 9.8994, grad_norm: 6.0418 2020-10-24 01:29:34,689 - mmaction - INFO - Epoch [18][1100/1147] lr: 1.000e-02, eta: 1 day, 10:46:01, time: 1.309, data_time: 0.005, memory: 5812, loss_cls: 10.1086, loss: 10.1086, grad_norm: 6.0020 2020-10-24 01:30:00,654 - mmaction - INFO - Epoch [18][1120/1147] lr: 1.000e-02, eta: 1 day, 10:45:28, time: 1.297, data_time: 0.012, memory: 5812, loss_cls: 9.9620, loss: 9.9620, grad_norm: 5.9746 2020-10-24 01:30:27,504 - mmaction - INFO - Epoch [18][1140/1147] lr: 1.000e-02, eta: 1 day, 10:45:03, time: 1.339, data_time: 0.007, memory: 5812, loss_cls: 10.0464, loss: 10.0464, grad_norm: 6.0592 2020-10-24 01:31:24,424 - mmaction - INFO - Epoch [19][20/1147] lr: 1.000e-02, eta: 1 day, 10:46:26, time: 2.376, data_time: 1.675, memory: 5812, loss_cls: 9.6961, loss: 9.6961, grad_norm: 6.0208 2020-10-24 01:31:51,928 - mmaction - INFO - Epoch [19][40/1147] lr: 1.000e-02, eta: 1 day, 10:46:09, time: 1.377, data_time: 0.109, memory: 5812, loss_cls: 9.7080, loss: 9.7080, grad_norm: 6.0136 2020-10-24 01:32:17,765 - mmaction - INFO - Epoch [19][60/1147] lr: 1.000e-02, eta: 1 day, 10:45:33, time: 1.286, data_time: 0.003, memory: 5812, loss_cls: 9.8511, loss: 9.8511, grad_norm: 6.0498 2020-10-24 01:32:44,023 - mmaction - INFO - Epoch [19][80/1147] lr: 1.000e-02, eta: 1 day, 10:45:04, time: 1.319, data_time: 0.009, memory: 5812, loss_cls: 9.7294, loss: 9.7294, grad_norm: 6.2564 2020-10-24 01:33:10,263 - mmaction - INFO - Epoch [19][100/1147] lr: 1.000e-02, eta: 1 day, 10:44:33, time: 1.307, data_time: 0.002, memory: 5812, loss_cls: 9.9090, loss: 9.9090, grad_norm: 5.9959 2020-10-24 01:33:35,977 - mmaction - INFO - Epoch [19][120/1147] lr: 1.000e-02, eta: 1 day, 10:43:57, time: 1.287, data_time: 0.007, memory: 5812, loss_cls: 9.9672, loss: 9.9672, grad_norm: 5.9506 2020-10-24 01:34:02,297 - mmaction - INFO - Epoch [19][140/1147] lr: 1.000e-02, eta: 1 day, 10:43:27, time: 1.317, data_time: 0.006, memory: 5812, loss_cls: 9.7769, loss: 9.7769, grad_norm: 5.9370 2020-10-24 01:34:28,273 - mmaction - INFO - Epoch [19][160/1147] lr: 1.000e-02, eta: 1 day, 10:42:55, time: 1.301, data_time: 0.006, memory: 5812, loss_cls: 9.8403, loss: 9.8403, grad_norm: 5.9728 2020-10-24 01:34:54,793 - mmaction - INFO - Epoch [19][180/1147] lr: 1.000e-02, eta: 1 day, 10:42:27, time: 1.325, data_time: 0.002, memory: 5812, loss_cls: 9.9477, loss: 9.9477, grad_norm: 5.9848 2020-10-24 01:35:21,163 - mmaction - INFO - Epoch [19][200/1147] lr: 1.000e-02, eta: 1 day, 10:41:58, time: 1.317, data_time: 0.003, memory: 5812, loss_cls: 9.9973, loss: 9.9973, grad_norm: 6.0273 2020-10-24 01:35:47,263 - mmaction - INFO - Epoch [19][220/1147] lr: 1.000e-02, eta: 1 day, 10:41:24, time: 1.296, data_time: 0.004, memory: 5812, loss_cls: 10.1842, loss: 10.1842, grad_norm: 5.9402 2020-10-24 01:36:14,118 - mmaction - INFO - Epoch [19][240/1147] lr: 1.000e-02, eta: 1 day, 10:41:02, time: 1.352, data_time: 0.012, memory: 5812, loss_cls: 9.9870, loss: 9.9870, grad_norm: 6.0415 2020-10-24 01:36:40,215 - mmaction - INFO - Epoch [19][260/1147] lr: 1.000e-02, eta: 1 day, 10:40:28, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 9.9476, loss: 9.9476, grad_norm: 6.0430 2020-10-24 01:37:06,086 - mmaction - INFO - Epoch [19][280/1147] lr: 1.000e-02, eta: 1 day, 10:39:56, time: 1.302, data_time: 0.014, memory: 5812, loss_cls: 9.8118, loss: 9.8118, grad_norm: 6.1166 2020-10-24 01:37:32,845 - mmaction - INFO - Epoch [19][300/1147] lr: 1.000e-02, eta: 1 day, 10:39:31, time: 1.339, data_time: 0.002, memory: 5812, loss_cls: 10.1421, loss: 10.1421, grad_norm: 6.0655 2020-10-24 01:37:58,997 - mmaction - INFO - Epoch [19][320/1147] lr: 1.000e-02, eta: 1 day, 10:38:59, time: 1.303, data_time: 0.002, memory: 5812, loss_cls: 9.9913, loss: 9.9913, grad_norm: 6.1235 2020-10-24 01:38:25,093 - mmaction - INFO - Epoch [19][340/1147] lr: 1.000e-02, eta: 1 day, 10:38:27, time: 1.305, data_time: 0.010, memory: 5812, loss_cls: 9.9250, loss: 9.9250, grad_norm: 6.0125 2020-10-24 01:38:51,820 - mmaction - INFO - Epoch [19][360/1147] lr: 1.000e-02, eta: 1 day, 10:38:01, time: 1.335, data_time: 0.007, memory: 5812, loss_cls: 9.7736, loss: 9.7736, grad_norm: 5.9154 2020-10-24 01:39:18,138 - mmaction - INFO - Epoch [19][380/1147] lr: 1.000e-02, eta: 1 day, 10:37:32, time: 1.319, data_time: 0.016, memory: 5812, loss_cls: 9.9906, loss: 9.9906, grad_norm: 6.0167 2020-10-24 01:39:44,248 - mmaction - INFO - Epoch [19][400/1147] lr: 1.000e-02, eta: 1 day, 10:37:01, time: 1.306, data_time: 0.005, memory: 5812, loss_cls: 9.9006, loss: 9.9006, grad_norm: 6.0538 2020-10-24 01:40:10,723 - mmaction - INFO - Epoch [19][420/1147] lr: 1.000e-02, eta: 1 day, 10:36:33, time: 1.325, data_time: 0.005, memory: 5812, loss_cls: 9.9636, loss: 9.9636, grad_norm: 6.1885 2020-10-24 01:40:36,932 - mmaction - INFO - Epoch [19][440/1147] lr: 1.000e-02, eta: 1 day, 10:36:02, time: 1.304, data_time: 0.007, memory: 5812, loss_cls: 9.7880, loss: 9.7880, grad_norm: 6.0162 2020-10-24 01:41:02,953 - mmaction - INFO - Epoch [19][460/1147] lr: 1.000e-02, eta: 1 day, 10:35:31, time: 1.308, data_time: 0.010, memory: 5812, loss_cls: 10.0980, loss: 10.0980, grad_norm: 6.0538 2020-10-24 01:41:29,094 - mmaction - INFO - Epoch [19][480/1147] lr: 1.000e-02, eta: 1 day, 10:34:59, time: 1.306, data_time: 0.002, memory: 5812, loss_cls: 9.8894, loss: 9.8894, grad_norm: 6.2540 2020-10-24 01:41:55,294 - mmaction - INFO - Epoch [19][500/1147] lr: 1.000e-02, eta: 1 day, 10:34:29, time: 1.311, data_time: 0.002, memory: 5812, loss_cls: 10.1076, loss: 10.1076, grad_norm: 6.1330 2020-10-24 01:42:20,735 - mmaction - INFO - Epoch [19][520/1147] lr: 1.000e-02, eta: 1 day, 10:33:50, time: 1.268, data_time: 0.005, memory: 5812, loss_cls: 10.0564, loss: 10.0564, grad_norm: 6.1212 2020-10-24 01:42:47,006 - mmaction - INFO - Epoch [19][540/1147] lr: 1.000e-02, eta: 1 day, 10:33:21, time: 1.317, data_time: 0.007, memory: 5812, loss_cls: 9.8455, loss: 9.8455, grad_norm: 6.0236 2020-10-24 01:43:13,443 - mmaction - INFO - Epoch [19][560/1147] lr: 1.000e-02, eta: 1 day, 10:32:52, time: 1.320, data_time: 0.003, memory: 5812, loss_cls: 9.8027, loss: 9.8027, grad_norm: 5.9729 2020-10-24 01:43:39,444 - mmaction - INFO - Epoch [19][580/1147] lr: 1.000e-02, eta: 1 day, 10:32:20, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 10.0275, loss: 10.0275, grad_norm: 6.1046 2020-10-24 01:44:05,882 - mmaction - INFO - Epoch [19][600/1147] lr: 1.000e-02, eta: 1 day, 10:31:51, time: 1.318, data_time: 0.004, memory: 5812, loss_cls: 9.8850, loss: 9.8850, grad_norm: 5.9306 2020-10-24 01:44:32,211 - mmaction - INFO - Epoch [19][620/1147] lr: 1.000e-02, eta: 1 day, 10:31:22, time: 1.317, data_time: 0.006, memory: 5812, loss_cls: 9.7236, loss: 9.7236, grad_norm: 6.0582 2020-10-24 01:44:57,915 - mmaction - INFO - Epoch [19][640/1147] lr: 1.000e-02, eta: 1 day, 10:30:48, time: 1.288, data_time: 0.007, memory: 5812, loss_cls: 10.0979, loss: 10.0979, grad_norm: 5.9200 2020-10-24 01:45:24,787 - mmaction - INFO - Epoch [19][660/1147] lr: 1.000e-02, eta: 1 day, 10:30:22, time: 1.335, data_time: 0.009, memory: 5812, loss_cls: 10.0147, loss: 10.0147, grad_norm: 6.1049 2020-10-24 01:45:50,745 - mmaction - INFO - Epoch [19][680/1147] lr: 1.000e-02, eta: 1 day, 10:29:51, time: 1.308, data_time: 0.011, memory: 5812, loss_cls: 10.1156, loss: 10.1156, grad_norm: 6.1811 2020-10-24 01:46:17,006 - mmaction - INFO - Epoch [19][700/1147] lr: 1.000e-02, eta: 1 day, 10:29:20, time: 1.308, data_time: 0.001, memory: 5812, loss_cls: 9.9482, loss: 9.9482, grad_norm: 6.0251 2020-10-24 01:46:43,168 - mmaction - INFO - Epoch [19][720/1147] lr: 1.000e-02, eta: 1 day, 10:28:49, time: 1.305, data_time: 0.009, memory: 5812, loss_cls: 9.9187, loss: 9.9187, grad_norm: 5.9780 2020-10-24 01:47:09,232 - mmaction - INFO - Epoch [19][740/1147] lr: 1.000e-02, eta: 1 day, 10:28:18, time: 1.306, data_time: 0.010, memory: 5812, loss_cls: 9.9501, loss: 9.9501, grad_norm: 6.0611 2020-10-24 01:47:36,122 - mmaction - INFO - Epoch [19][760/1147] lr: 1.000e-02, eta: 1 day, 10:27:55, time: 1.350, data_time: 0.007, memory: 5812, loss_cls: 9.9757, loss: 9.9757, grad_norm: 5.9521 2020-10-24 01:48:01,448 - mmaction - INFO - Epoch [19][780/1147] lr: 1.000e-02, eta: 1 day, 10:27:16, time: 1.264, data_time: 0.002, memory: 5812, loss_cls: 10.1550, loss: 10.1550, grad_norm: 6.0290 2020-10-24 01:48:27,944 - mmaction - INFO - Epoch [19][800/1147] lr: 1.000e-02, eta: 1 day, 10:26:48, time: 1.320, data_time: 0.006, memory: 5812, loss_cls: 9.7528, loss: 9.7528, grad_norm: 6.0366 2020-10-24 01:48:54,876 - mmaction - INFO - Epoch [19][820/1147] lr: 1.000e-02, eta: 1 day, 10:26:25, time: 1.351, data_time: 0.010, memory: 5812, loss_cls: 9.8965, loss: 9.8965, grad_norm: 6.0185 2020-10-24 01:49:20,690 - mmaction - INFO - Epoch [19][840/1147] lr: 1.000e-02, eta: 1 day, 10:25:51, time: 1.289, data_time: 0.003, memory: 5812, loss_cls: 9.8375, loss: 9.8375, grad_norm: 6.0372 2020-10-24 01:49:46,892 - mmaction - INFO - Epoch [19][860/1147] lr: 1.000e-02, eta: 1 day, 10:25:21, time: 1.312, data_time: 0.008, memory: 5812, loss_cls: 9.8386, loss: 9.8386, grad_norm: 6.1345 2020-10-24 01:50:12,976 - mmaction - INFO - Epoch [19][880/1147] lr: 1.000e-02, eta: 1 day, 10:24:50, time: 1.306, data_time: 0.004, memory: 5812, loss_cls: 9.8523, loss: 9.8523, grad_norm: 6.0635 2020-10-24 01:50:39,614 - mmaction - INFO - Epoch [19][900/1147] lr: 1.000e-02, eta: 1 day, 10:24:22, time: 1.323, data_time: 0.003, memory: 5812, loss_cls: 9.7507, loss: 9.7507, grad_norm: 6.0740 2020-10-24 01:51:05,650 - mmaction - INFO - Epoch [19][920/1147] lr: 1.000e-02, eta: 1 day, 10:23:52, time: 1.308, data_time: 0.012, memory: 5812, loss_cls: 9.9742, loss: 9.9742, grad_norm: 6.0237 2020-10-24 01:51:31,986 - mmaction - INFO - Epoch [19][940/1147] lr: 1.000e-02, eta: 1 day, 10:23:23, time: 1.316, data_time: 0.008, memory: 5812, loss_cls: 10.0127, loss: 10.0127, grad_norm: 5.8859 2020-10-24 01:51:58,370 - mmaction - INFO - Epoch [19][960/1147] lr: 1.000e-02, eta: 1 day, 10:22:55, time: 1.323, data_time: 0.007, memory: 5812, loss_cls: 9.7934, loss: 9.7934, grad_norm: 6.0070 2020-10-24 01:52:24,380 - mmaction - INFO - Epoch [19][980/1147] lr: 1.000e-02, eta: 1 day, 10:22:21, time: 1.291, data_time: 0.005, memory: 5812, loss_cls: 10.1019, loss: 10.1019, grad_norm: 6.0721 2020-10-24 01:52:50,676 - mmaction - INFO - Epoch [19][1000/1147] lr: 1.000e-02, eta: 1 day, 10:21:53, time: 1.321, data_time: 0.013, memory: 5812, loss_cls: 9.9215, loss: 9.9215, grad_norm: 6.0258 2020-10-24 01:53:16,981 - mmaction - INFO - Epoch [19][1020/1147] lr: 1.000e-02, eta: 1 day, 10:21:23, time: 1.310, data_time: 0.005, memory: 5812, loss_cls: 9.7924, loss: 9.7924, grad_norm: 5.8801 2020-10-24 01:53:42,951 - mmaction - INFO - Epoch [19][1040/1147] lr: 1.000e-02, eta: 1 day, 10:20:52, time: 1.306, data_time: 0.012, memory: 5812, loss_cls: 9.6047, loss: 9.6047, grad_norm: 5.8816 2020-10-24 01:54:09,400 - mmaction - INFO - Epoch [19][1060/1147] lr: 1.000e-02, eta: 1 day, 10:20:23, time: 1.319, data_time: 0.003, memory: 5812, loss_cls: 10.0015, loss: 10.0015, grad_norm: 6.2250 2020-10-24 01:54:35,530 - mmaction - INFO - Epoch [19][1080/1147] lr: 1.000e-02, eta: 1 day, 10:19:53, time: 1.308, data_time: 0.008, memory: 5812, loss_cls: 9.8531, loss: 9.8531, grad_norm: 5.9022 2020-10-24 01:55:01,718 - mmaction - INFO - Epoch [19][1100/1147] lr: 1.000e-02, eta: 1 day, 10:19:23, time: 1.311, data_time: 0.007, memory: 5812, loss_cls: 9.9447, loss: 9.9447, grad_norm: 5.9374 2020-10-24 01:55:27,930 - mmaction - INFO - Epoch [19][1120/1147] lr: 1.000e-02, eta: 1 day, 10:18:53, time: 1.311, data_time: 0.003, memory: 5812, loss_cls: 10.0519, loss: 10.0519, grad_norm: 6.0673 2020-10-24 01:55:54,315 - mmaction - INFO - Epoch [19][1140/1147] lr: 1.000e-02, eta: 1 day, 10:18:24, time: 1.314, data_time: 0.003, memory: 5812, loss_cls: 9.8196, loss: 9.8196, grad_norm: 5.8711 2020-10-24 01:56:48,702 - mmaction - INFO - Epoch [20][20/1147] lr: 1.000e-02, eta: 1 day, 10:19:14, time: 2.274, data_time: 1.167, memory: 5812, loss_cls: 9.8420, loss: 9.8420, grad_norm: 5.9141 2020-10-24 01:57:16,174 - mmaction - INFO - Epoch [20][40/1147] lr: 1.000e-02, eta: 1 day, 10:18:55, time: 1.372, data_time: 0.039, memory: 5812, loss_cls: 9.7524, loss: 9.7524, grad_norm: 5.8881 2020-10-24 01:57:43,514 - mmaction - INFO - Epoch [20][60/1147] lr: 1.000e-02, eta: 1 day, 10:18:35, time: 1.367, data_time: 0.008, memory: 5812, loss_cls: 9.9408, loss: 9.9408, grad_norm: 6.0557 2020-10-24 01:58:10,186 - mmaction - INFO - Epoch [20][80/1147] lr: 1.000e-02, eta: 1 day, 10:18:10, time: 1.339, data_time: 0.008, memory: 5812, loss_cls: 9.8457, loss: 9.8457, grad_norm: 5.9091 2020-10-24 01:58:37,165 - mmaction - INFO - Epoch [20][100/1147] lr: 1.000e-02, eta: 1 day, 10:17:47, time: 1.349, data_time: 0.003, memory: 5812, loss_cls: 10.0079, loss: 10.0079, grad_norm: 6.1233 2020-10-24 01:59:04,059 - mmaction - INFO - Epoch [20][120/1147] lr: 1.000e-02, eta: 1 day, 10:17:21, time: 1.334, data_time: 0.005, memory: 5812, loss_cls: 9.8186, loss: 9.8186, grad_norm: 6.0191 2020-10-24 01:59:31,062 - mmaction - INFO - Epoch [20][140/1147] lr: 1.000e-02, eta: 1 day, 10:16:59, time: 1.357, data_time: 0.012, memory: 5812, loss_cls: 9.9909, loss: 9.9909, grad_norm: 7.5850 2020-10-24 01:59:58,935 - mmaction - INFO - Epoch [20][160/1147] lr: 1.000e-02, eta: 1 day, 10:16:44, time: 1.397, data_time: 0.007, memory: 5812, loss_cls: 10.0759, loss: 10.0759, grad_norm: 6.1968 2020-10-24 02:00:25,898 - mmaction - INFO - Epoch [20][180/1147] lr: 1.000e-02, eta: 1 day, 10:16:20, time: 1.347, data_time: 0.001, memory: 5812, loss_cls: 9.9198, loss: 9.9198, grad_norm: 6.0579 2020-10-24 02:00:53,424 - mmaction - INFO - Epoch [20][200/1147] lr: 1.000e-02, eta: 1 day, 10:16:02, time: 1.378, data_time: 0.004, memory: 5812, loss_cls: 9.9451, loss: 9.9451, grad_norm: 6.1577 2020-10-24 02:01:20,103 - mmaction - INFO - Epoch [20][220/1147] lr: 1.000e-02, eta: 1 day, 10:15:35, time: 1.330, data_time: 0.002, memory: 5812, loss_cls: 9.9365, loss: 9.9365, grad_norm: 6.1054 2020-10-24 02:01:48,395 - mmaction - INFO - Epoch [20][240/1147] lr: 1.000e-02, eta: 1 day, 10:15:23, time: 1.415, data_time: 0.005, memory: 5812, loss_cls: 9.9599, loss: 9.9599, grad_norm: 6.0809 2020-10-24 02:02:14,403 - mmaction - INFO - Epoch [20][260/1147] lr: 1.000e-02, eta: 1 day, 10:14:51, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 9.9260, loss: 9.9260, grad_norm: 6.2073 2020-10-24 02:02:41,393 - mmaction - INFO - Epoch [20][280/1147] lr: 1.000e-02, eta: 1 day, 10:14:28, time: 1.351, data_time: 0.008, memory: 5812, loss_cls: 9.8184, loss: 9.8184, grad_norm: 6.2164 2020-10-24 02:03:08,314 - mmaction - INFO - Epoch [20][300/1147] lr: 1.000e-02, eta: 1 day, 10:14:04, time: 1.344, data_time: 0.010, memory: 5812, loss_cls: 9.7096, loss: 9.7096, grad_norm: 6.0637 2020-10-24 02:03:35,764 - mmaction - INFO - Epoch [20][320/1147] lr: 1.000e-02, eta: 1 day, 10:13:45, time: 1.377, data_time: 0.008, memory: 5812, loss_cls: 9.7482, loss: 9.7482, grad_norm: 5.8908 2020-10-24 02:04:02,491 - mmaction - INFO - Epoch [20][340/1147] lr: 1.000e-02, eta: 1 day, 10:13:19, time: 1.333, data_time: 0.004, memory: 5812, loss_cls: 9.9721, loss: 9.9721, grad_norm: 6.0456 2020-10-24 02:04:29,356 - mmaction - INFO - Epoch [20][360/1147] lr: 1.000e-02, eta: 1 day, 10:12:55, time: 1.348, data_time: 0.007, memory: 5812, loss_cls: 9.7490, loss: 9.7490, grad_norm: 6.0364 2020-10-24 02:04:56,523 - mmaction - INFO - Epoch [20][380/1147] lr: 1.000e-02, eta: 1 day, 10:12:33, time: 1.355, data_time: 0.011, memory: 5812, loss_cls: 10.0669, loss: 10.0669, grad_norm: 6.0514 2020-10-24 02:05:23,263 - mmaction - INFO - Epoch [20][400/1147] lr: 1.000e-02, eta: 1 day, 10:12:08, time: 1.341, data_time: 0.007, memory: 5812, loss_cls: 10.1158, loss: 10.1158, grad_norm: 6.0760 2020-10-24 02:05:50,119 - mmaction - INFO - Epoch [20][420/1147] lr: 1.000e-02, eta: 1 day, 10:11:43, time: 1.342, data_time: 0.002, memory: 5812, loss_cls: 9.6677, loss: 9.6677, grad_norm: 5.9853 2020-10-24 02:06:16,616 - mmaction - INFO - Epoch [20][440/1147] lr: 1.000e-02, eta: 1 day, 10:11:16, time: 1.326, data_time: 0.007, memory: 5812, loss_cls: 9.9908, loss: 9.9908, grad_norm: 6.0205 2020-10-24 02:06:43,670 - mmaction - INFO - Epoch [20][460/1147] lr: 1.000e-02, eta: 1 day, 10:10:52, time: 1.347, data_time: 0.005, memory: 5812, loss_cls: 9.9313, loss: 9.9313, grad_norm: 5.9777 2020-10-24 02:07:10,531 - mmaction - INFO - Epoch [20][480/1147] lr: 1.000e-02, eta: 1 day, 10:10:28, time: 1.347, data_time: 0.007, memory: 5812, loss_cls: 9.9797, loss: 9.9797, grad_norm: 6.0481 2020-10-24 02:07:36,789 - mmaction - INFO - Epoch [20][500/1147] lr: 1.000e-02, eta: 1 day, 10:09:58, time: 1.313, data_time: 0.003, memory: 5812, loss_cls: 9.7359, loss: 9.7359, grad_norm: 5.9782 2020-10-24 02:08:02,968 - mmaction - INFO - Epoch [20][520/1147] lr: 1.000e-02, eta: 1 day, 10:09:28, time: 1.309, data_time: 0.005, memory: 5812, loss_cls: 9.8295, loss: 9.8295, grad_norm: 6.0053 2020-10-24 02:08:30,314 - mmaction - INFO - Epoch [20][540/1147] lr: 1.000e-02, eta: 1 day, 10:09:07, time: 1.364, data_time: 0.004, memory: 5812, loss_cls: 9.9942, loss: 9.9942, grad_norm: 6.0957 2020-10-24 02:08:56,145 - mmaction - INFO - Epoch [20][560/1147] lr: 1.000e-02, eta: 1 day, 10:08:33, time: 1.291, data_time: 0.008, memory: 5812, loss_cls: 9.8051, loss: 9.8051, grad_norm: 6.0405 2020-10-24 02:09:23,045 - mmaction - INFO - Epoch [20][580/1147] lr: 1.000e-02, eta: 1 day, 10:08:10, time: 1.350, data_time: 0.007, memory: 5812, loss_cls: 9.8838, loss: 9.8838, grad_norm: 5.9862 2020-10-24 02:09:49,605 - mmaction - INFO - Epoch [20][600/1147] lr: 1.000e-02, eta: 1 day, 10:07:42, time: 1.323, data_time: 0.004, memory: 5812, loss_cls: 9.8941, loss: 9.8941, grad_norm: 6.0870 2020-10-24 02:10:16,119 - mmaction - INFO - Epoch [20][620/1147] lr: 1.000e-02, eta: 1 day, 10:07:14, time: 1.323, data_time: 0.008, memory: 5812, loss_cls: 9.7070, loss: 9.7070, grad_norm: 5.9189 2020-10-24 02:10:43,257 - mmaction - INFO - Epoch [20][640/1147] lr: 1.000e-02, eta: 1 day, 10:06:53, time: 1.365, data_time: 0.009, memory: 5812, loss_cls: 10.1016, loss: 10.1016, grad_norm: 6.1242 2020-10-24 02:11:09,426 - mmaction - INFO - Epoch [20][660/1147] lr: 1.000e-02, eta: 1 day, 10:06:22, time: 1.307, data_time: 0.001, memory: 5812, loss_cls: 9.9215, loss: 9.9215, grad_norm: 5.8657 2020-10-24 02:11:35,820 - mmaction - INFO - Epoch [20][680/1147] lr: 1.000e-02, eta: 1 day, 10:05:52, time: 1.311, data_time: 0.005, memory: 5812, loss_cls: 10.0320, loss: 10.0320, grad_norm: 6.0434 2020-10-24 02:12:02,710 - mmaction - INFO - Epoch [20][700/1147] lr: 1.000e-02, eta: 1 day, 10:05:30, time: 1.355, data_time: 0.012, memory: 5812, loss_cls: 9.9014, loss: 9.9014, grad_norm: 5.9536 2020-10-24 02:12:29,046 - mmaction - INFO - Epoch [20][720/1147] lr: 1.000e-02, eta: 1 day, 10:05:01, time: 1.317, data_time: 0.002, memory: 5812, loss_cls: 9.8374, loss: 9.8374, grad_norm: 5.9659 2020-10-24 02:12:55,933 - mmaction - INFO - Epoch [20][740/1147] lr: 1.000e-02, eta: 1 day, 10:04:35, time: 1.334, data_time: 0.002, memory: 5812, loss_cls: 9.9313, loss: 9.9313, grad_norm: 6.0406 2020-10-24 02:13:22,419 - mmaction - INFO - Epoch [20][760/1147] lr: 1.000e-02, eta: 1 day, 10:04:07, time: 1.324, data_time: 0.011, memory: 5812, loss_cls: 9.8353, loss: 9.8353, grad_norm: 5.9669 2020-10-24 02:13:49,773 - mmaction - INFO - Epoch [20][780/1147] lr: 1.000e-02, eta: 1 day, 10:03:47, time: 1.374, data_time: 0.014, memory: 5812, loss_cls: 9.7061, loss: 9.7061, grad_norm: 5.8635 2020-10-24 02:14:16,410 - mmaction - INFO - Epoch [20][800/1147] lr: 1.000e-02, eta: 1 day, 10:03:20, time: 1.327, data_time: 0.005, memory: 5812, loss_cls: 9.7204, loss: 9.7204, grad_norm: 5.9342 2020-10-24 02:14:42,106 - mmaction - INFO - Epoch [20][820/1147] lr: 1.000e-02, eta: 1 day, 10:02:47, time: 1.291, data_time: 0.011, memory: 5812, loss_cls: 9.9236, loss: 9.9236, grad_norm: 5.9900 2020-10-24 02:15:08,343 - mmaction - INFO - Epoch [20][840/1147] lr: 1.000e-02, eta: 1 day, 10:02:17, time: 1.312, data_time: 0.002, memory: 5812, loss_cls: 9.8510, loss: 9.8510, grad_norm: 6.1140 2020-10-24 02:15:35,305 - mmaction - INFO - Epoch [20][860/1147] lr: 1.000e-02, eta: 1 day, 10:01:52, time: 1.337, data_time: 0.003, memory: 5812, loss_cls: 9.8000, loss: 9.8000, grad_norm: 6.0489 2020-10-24 02:16:02,462 - mmaction - INFO - Epoch [20][880/1147] lr: 1.000e-02, eta: 1 day, 10:01:30, time: 1.363, data_time: 0.016, memory: 5812, loss_cls: 9.8884, loss: 9.8884, grad_norm: 6.0643 2020-10-24 02:16:29,047 - mmaction - INFO - Epoch [20][900/1147] lr: 1.000e-02, eta: 1 day, 10:01:03, time: 1.327, data_time: 0.007, memory: 5812, loss_cls: 9.9126, loss: 9.9126, grad_norm: 6.0812 2020-10-24 02:16:55,633 - mmaction - INFO - Epoch [20][920/1147] lr: 1.000e-02, eta: 1 day, 10:00:36, time: 1.330, data_time: 0.009, memory: 5812, loss_cls: 9.9084, loss: 9.9084, grad_norm: 5.8089 2020-10-24 02:17:22,762 - mmaction - INFO - Epoch [20][940/1147] lr: 1.000e-02, eta: 1 day, 10:00:15, time: 1.361, data_time: 0.007, memory: 5812, loss_cls: 9.8783, loss: 9.8783, grad_norm: 6.1224 2020-10-24 02:17:48,923 - mmaction - INFO - Epoch [20][960/1147] lr: 1.000e-02, eta: 1 day, 9:59:44, time: 1.309, data_time: 0.007, memory: 5812, loss_cls: 9.8993, loss: 9.8993, grad_norm: 5.9634 2020-10-24 02:18:15,592 - mmaction - INFO - Epoch [20][980/1147] lr: 1.000e-02, eta: 1 day, 9:59:18, time: 1.335, data_time: 0.005, memory: 5812, loss_cls: 9.8936, loss: 9.8936, grad_norm: 5.8877 2020-10-24 02:18:42,080 - mmaction - INFO - Epoch [20][1000/1147] lr: 1.000e-02, eta: 1 day, 9:58:50, time: 1.318, data_time: 0.002, memory: 5812, loss_cls: 9.9521, loss: 9.9521, grad_norm: 5.9948 2020-10-24 02:19:08,616 - mmaction - INFO - Epoch [20][1020/1147] lr: 1.000e-02, eta: 1 day, 9:58:22, time: 1.326, data_time: 0.007, memory: 5812, loss_cls: 9.7396, loss: 9.7396, grad_norm: 5.9192 2020-10-24 02:19:35,357 - mmaction - INFO - Epoch [20][1040/1147] lr: 1.000e-02, eta: 1 day, 9:57:57, time: 1.341, data_time: 0.009, memory: 5812, loss_cls: 10.0296, loss: 10.0296, grad_norm: 5.8904 2020-10-24 02:20:01,525 - mmaction - INFO - Epoch [20][1060/1147] lr: 1.000e-02, eta: 1 day, 9:57:27, time: 1.311, data_time: 0.007, memory: 5812, loss_cls: 9.8244, loss: 9.8244, grad_norm: 6.0989 2020-10-24 02:20:27,886 - mmaction - INFO - Epoch [20][1080/1147] lr: 1.000e-02, eta: 1 day, 9:56:57, time: 1.307, data_time: 0.001, memory: 5812, loss_cls: 9.9446, loss: 9.9446, grad_norm: 7.1289 2020-10-24 02:20:54,102 - mmaction - INFO - Epoch [20][1100/1147] lr: 1.000e-02, eta: 1 day, 9:56:28, time: 1.319, data_time: 0.013, memory: 5812, loss_cls: 10.0121, loss: 10.0121, grad_norm: 6.2150 2020-10-24 02:21:20,617 - mmaction - INFO - Epoch [20][1120/1147] lr: 1.000e-02, eta: 1 day, 9:56:01, time: 1.328, data_time: 0.007, memory: 5812, loss_cls: 9.9122, loss: 9.9122, grad_norm: 6.0711 2020-10-24 02:21:47,140 - mmaction - INFO - Epoch [20][1140/1147] lr: 1.000e-02, eta: 1 day, 9:55:34, time: 1.327, data_time: 0.004, memory: 5812, loss_cls: 9.8392, loss: 9.8392, grad_norm: 5.9823 2020-10-24 02:21:56,858 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-24 02:24:08,208 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 02:24:08,732 - mmaction - INFO - mean_average_precision 0.4365 2020-10-24 02:24:08,743 - mmaction - INFO - Epoch(val) [20][1147] mean_average_precision: 0.4365 2020-10-24 02:24:47,185 - mmaction - INFO - Epoch [21][20/1147] lr: 1.000e-02, eta: 1 day, 9:55:17, time: 1.918, data_time: 1.285, memory: 5812, loss_cls: 9.9344, loss: 9.9344, grad_norm: 6.0395 2020-10-24 02:25:15,479 - mmaction - INFO - Epoch [21][40/1147] lr: 1.000e-02, eta: 1 day, 9:55:05, time: 1.418, data_time: 0.831, memory: 5812, loss_cls: 9.7821, loss: 9.7821, grad_norm: 5.9549 2020-10-24 02:25:42,559 - mmaction - INFO - Epoch [21][60/1147] lr: 1.000e-02, eta: 1 day, 9:54:41, time: 1.353, data_time: 0.695, memory: 5812, loss_cls: 9.6781, loss: 9.6781, grad_norm: 5.9433 2020-10-24 02:26:09,003 - mmaction - INFO - Epoch [21][80/1147] lr: 1.000e-02, eta: 1 day, 9:54:13, time: 1.317, data_time: 0.699, memory: 5812, loss_cls: 9.7867, loss: 9.7867, grad_norm: 6.1424 2020-10-24 02:26:35,529 - mmaction - INFO - Epoch [21][100/1147] lr: 1.000e-02, eta: 1 day, 9:53:46, time: 1.333, data_time: 0.727, memory: 5812, loss_cls: 9.7027, loss: 9.7027, grad_norm: 6.0049 2020-10-24 02:27:01,568 - mmaction - INFO - Epoch [21][120/1147] lr: 1.000e-02, eta: 1 day, 9:53:14, time: 1.294, data_time: 0.690, memory: 5812, loss_cls: 10.0490, loss: 10.0490, grad_norm: 6.1189 2020-10-24 02:27:27,858 - mmaction - INFO - Epoch [21][140/1147] lr: 1.000e-02, eta: 1 day, 9:52:46, time: 1.322, data_time: 0.713, memory: 5812, loss_cls: 9.6947, loss: 9.6947, grad_norm: 5.9320 2020-10-24 02:27:54,065 - mmaction - INFO - Epoch [21][160/1147] lr: 1.000e-02, eta: 1 day, 9:52:15, time: 1.308, data_time: 0.733, memory: 5812, loss_cls: 9.8572, loss: 9.8572, grad_norm: 6.1580 2020-10-24 02:28:20,325 - mmaction - INFO - Epoch [21][180/1147] lr: 1.000e-02, eta: 1 day, 9:51:46, time: 1.315, data_time: 0.765, memory: 5812, loss_cls: 9.9187, loss: 9.9187, grad_norm: 6.0382 2020-10-24 02:28:47,306 - mmaction - INFO - Epoch [21][200/1147] lr: 1.000e-02, eta: 1 day, 9:51:21, time: 1.343, data_time: 0.771, memory: 5812, loss_cls: 9.8578, loss: 9.8578, grad_norm: 6.0516 2020-10-24 02:29:13,277 - mmaction - INFO - Epoch [21][220/1147] lr: 1.000e-02, eta: 1 day, 9:50:51, time: 1.304, data_time: 0.734, memory: 5812, loss_cls: 9.7686, loss: 9.7686, grad_norm: 6.0553 2020-10-24 02:29:39,681 - mmaction - INFO - Epoch [21][240/1147] lr: 1.000e-02, eta: 1 day, 9:50:22, time: 1.318, data_time: 0.737, memory: 5812, loss_cls: 10.0129, loss: 10.0129, grad_norm: 6.1891 2020-10-24 02:30:06,437 - mmaction - INFO - Epoch [21][260/1147] lr: 1.000e-02, eta: 1 day, 9:49:55, time: 1.331, data_time: 0.773, memory: 5812, loss_cls: 9.7771, loss: 9.7771, grad_norm: 6.0054 2020-10-24 02:30:33,221 - mmaction - INFO - Epoch [21][280/1147] lr: 1.000e-02, eta: 1 day, 9:49:30, time: 1.343, data_time: 0.751, memory: 5812, loss_cls: 9.8622, loss: 9.8622, grad_norm: 5.9802 2020-10-24 02:30:59,985 - mmaction - INFO - Epoch [21][300/1147] lr: 1.000e-02, eta: 1 day, 9:49:05, time: 1.337, data_time: 0.793, memory: 5812, loss_cls: 9.8009, loss: 9.8009, grad_norm: 5.9913 2020-10-24 02:31:26,203 - mmaction - INFO - Epoch [21][320/1147] lr: 1.000e-02, eta: 1 day, 9:48:36, time: 1.315, data_time: 0.766, memory: 5812, loss_cls: 9.8935, loss: 9.8935, grad_norm: 6.0301 2020-10-24 02:31:52,380 - mmaction - INFO - Epoch [21][340/1147] lr: 1.000e-02, eta: 1 day, 9:48:05, time: 1.307, data_time: 0.740, memory: 5812, loss_cls: 9.8115, loss: 9.8115, grad_norm: 6.0028 2020-10-24 02:32:18,665 - mmaction - INFO - Epoch [21][360/1147] lr: 1.000e-02, eta: 1 day, 9:47:37, time: 1.318, data_time: 0.723, memory: 5812, loss_cls: 9.8859, loss: 9.8859, grad_norm: 5.9965 2020-10-24 02:32:45,487 - mmaction - INFO - Epoch [21][380/1147] lr: 1.000e-02, eta: 1 day, 9:47:11, time: 1.338, data_time: 0.760, memory: 5812, loss_cls: 9.8956, loss: 9.8956, grad_norm: 6.0407 2020-10-24 02:33:11,534 - mmaction - INFO - Epoch [21][400/1147] lr: 1.000e-02, eta: 1 day, 9:46:40, time: 1.300, data_time: 0.742, memory: 5812, loss_cls: 9.8612, loss: 9.8612, grad_norm: 6.0425 2020-10-24 02:33:37,665 - mmaction - INFO - Epoch [21][420/1147] lr: 1.000e-02, eta: 1 day, 9:46:09, time: 1.303, data_time: 0.688, memory: 5812, loss_cls: 9.9855, loss: 9.9855, grad_norm: 6.0468 2020-10-24 02:34:04,389 - mmaction - INFO - Epoch [21][440/1147] lr: 1.000e-02, eta: 1 day, 9:45:44, time: 1.340, data_time: 0.751, memory: 5812, loss_cls: 10.0184, loss: 10.0184, grad_norm: 5.9802 2020-10-24 02:34:30,289 - mmaction - INFO - Epoch [21][460/1147] lr: 1.000e-02, eta: 1 day, 9:45:11, time: 1.292, data_time: 0.672, memory: 5812, loss_cls: 9.9808, loss: 9.9808, grad_norm: 6.0850 2020-10-24 02:34:56,825 - mmaction - INFO - Epoch [21][480/1147] lr: 1.000e-02, eta: 1 day, 9:44:45, time: 1.336, data_time: 0.704, memory: 5812, loss_cls: 9.7472, loss: 9.7472, grad_norm: 6.0564 2020-10-24 02:35:22,883 - mmaction - INFO - Epoch [21][500/1147] lr: 1.000e-02, eta: 1 day, 9:44:13, time: 1.297, data_time: 0.705, memory: 5812, loss_cls: 9.6650, loss: 9.6650, grad_norm: 5.9248 2020-10-24 02:35:49,557 - mmaction - INFO - Epoch [21][520/1147] lr: 1.000e-02, eta: 1 day, 9:43:47, time: 1.335, data_time: 0.719, memory: 5812, loss_cls: 9.8453, loss: 9.8453, grad_norm: 5.9305 2020-10-24 02:36:15,868 - mmaction - INFO - Epoch [21][540/1147] lr: 1.000e-02, eta: 1 day, 9:43:18, time: 1.315, data_time: 0.724, memory: 5812, loss_cls: 10.0001, loss: 10.0001, grad_norm: 6.1066 2020-10-24 02:36:42,271 - mmaction - INFO - Epoch [21][560/1147] lr: 1.000e-02, eta: 1 day, 9:42:50, time: 1.323, data_time: 0.715, memory: 5812, loss_cls: 9.9477, loss: 9.9477, grad_norm: 6.0706 2020-10-24 02:37:08,802 - mmaction - INFO - Epoch [21][580/1147] lr: 1.000e-02, eta: 1 day, 9:42:24, time: 1.330, data_time: 0.708, memory: 5812, loss_cls: 9.8416, loss: 9.8416, grad_norm: 5.9744 2020-10-24 02:37:34,642 - mmaction - INFO - Epoch [21][600/1147] lr: 1.000e-02, eta: 1 day, 9:41:50, time: 1.286, data_time: 0.682, memory: 5812, loss_cls: 9.5284, loss: 9.5284, grad_norm: 6.1820 2020-10-24 02:38:00,545 - mmaction - INFO - Epoch [21][620/1147] lr: 1.000e-02, eta: 1 day, 9:41:19, time: 1.298, data_time: 0.708, memory: 5812, loss_cls: 9.8904, loss: 9.8904, grad_norm: 5.8981 2020-10-24 02:38:27,487 - mmaction - INFO - Epoch [21][640/1147] lr: 1.000e-02, eta: 1 day, 9:40:54, time: 1.347, data_time: 0.736, memory: 5812, loss_cls: 9.9176, loss: 9.9176, grad_norm: 6.0233 2020-10-24 02:38:53,497 - mmaction - INFO - Epoch [21][660/1147] lr: 1.000e-02, eta: 1 day, 9:40:22, time: 1.293, data_time: 0.716, memory: 5812, loss_cls: 9.7703, loss: 9.7703, grad_norm: 5.9462 2020-10-24 02:39:19,863 - mmaction - INFO - Epoch [21][680/1147] lr: 1.000e-02, eta: 1 day, 9:39:55, time: 1.327, data_time: 0.719, memory: 5812, loss_cls: 9.7913, loss: 9.7913, grad_norm: 5.9488 2020-10-24 02:39:45,923 - mmaction - INFO - Epoch [21][700/1147] lr: 1.000e-02, eta: 1 day, 9:39:24, time: 1.304, data_time: 0.677, memory: 5812, loss_cls: 9.9742, loss: 9.9742, grad_norm: 6.0122 2020-10-24 02:40:12,870 - mmaction - INFO - Epoch [21][720/1147] lr: 1.000e-02, eta: 1 day, 9:39:00, time: 1.347, data_time: 0.740, memory: 5812, loss_cls: 10.0472, loss: 10.0472, grad_norm: 6.0411 2020-10-24 02:40:39,303 - mmaction - INFO - Epoch [21][740/1147] lr: 1.000e-02, eta: 1 day, 9:38:32, time: 1.322, data_time: 0.711, memory: 5812, loss_cls: 9.7239, loss: 9.7239, grad_norm: 5.9995 2020-10-24 02:41:06,088 - mmaction - INFO - Epoch [21][760/1147] lr: 1.000e-02, eta: 1 day, 9:38:06, time: 1.334, data_time: 0.746, memory: 5812, loss_cls: 9.8732, loss: 9.8732, grad_norm: 6.1323 2020-10-24 02:41:32,494 - mmaction - INFO - Epoch [21][780/1147] lr: 1.000e-02, eta: 1 day, 9:37:38, time: 1.321, data_time: 0.717, memory: 5812, loss_cls: 9.6534, loss: 9.6534, grad_norm: 5.9406 2020-10-24 02:41:58,678 - mmaction - INFO - Epoch [21][800/1147] lr: 1.000e-02, eta: 1 day, 9:37:09, time: 1.315, data_time: 0.688, memory: 5812, loss_cls: 9.9778, loss: 9.9778, grad_norm: 5.9890 2020-10-24 02:42:24,853 - mmaction - INFO - Epoch [21][820/1147] lr: 1.000e-02, eta: 1 day, 9:36:38, time: 1.301, data_time: 0.707, memory: 5812, loss_cls: 9.7540, loss: 9.7540, grad_norm: 6.0827 2020-10-24 02:42:51,351 - mmaction - INFO - Epoch [21][840/1147] lr: 1.000e-02, eta: 1 day, 9:36:12, time: 1.331, data_time: 0.704, memory: 5812, loss_cls: 9.9229, loss: 9.9229, grad_norm: 5.9503 2020-10-24 02:43:17,830 - mmaction - INFO - Epoch [21][860/1147] lr: 1.000e-02, eta: 1 day, 9:35:44, time: 1.324, data_time: 0.713, memory: 5812, loss_cls: 9.8468, loss: 9.8468, grad_norm: 6.0163 2020-10-24 02:43:44,141 - mmaction - INFO - Epoch [21][880/1147] lr: 1.000e-02, eta: 1 day, 9:35:14, time: 1.310, data_time: 0.687, memory: 5812, loss_cls: 9.8475, loss: 9.8475, grad_norm: 5.9992 2020-10-24 02:44:10,058 - mmaction - INFO - Epoch [21][900/1147] lr: 1.000e-02, eta: 1 day, 9:34:43, time: 1.297, data_time: 0.662, memory: 5812, loss_cls: 9.7040, loss: 9.7040, grad_norm: 5.8833 2020-10-24 02:44:36,167 - mmaction - INFO - Epoch [21][920/1147] lr: 1.000e-02, eta: 1 day, 9:34:13, time: 1.308, data_time: 0.701, memory: 5812, loss_cls: 10.0286, loss: 10.0286, grad_norm: 5.9917 2020-10-24 02:45:02,741 - mmaction - INFO - Epoch [21][940/1147] lr: 1.000e-02, eta: 1 day, 9:33:46, time: 1.325, data_time: 0.704, memory: 5812, loss_cls: 9.9451, loss: 9.9451, grad_norm: 5.9077 2020-10-24 02:45:29,041 - mmaction - INFO - Epoch [21][960/1147] lr: 1.000e-02, eta: 1 day, 9:33:18, time: 1.320, data_time: 0.706, memory: 5812, loss_cls: 9.6815, loss: 9.6815, grad_norm: 5.9587 2020-10-24 02:45:54,986 - mmaction - INFO - Epoch [21][980/1147] lr: 1.000e-02, eta: 1 day, 9:32:46, time: 1.298, data_time: 0.667, memory: 5812, loss_cls: 10.0362, loss: 10.0362, grad_norm: 6.0012 2020-10-24 02:46:20,622 - mmaction - INFO - Epoch [21][1000/1147] lr: 1.000e-02, eta: 1 day, 9:32:12, time: 1.278, data_time: 0.660, memory: 5812, loss_cls: 9.8862, loss: 9.8862, grad_norm: 5.9059 2020-10-24 02:46:47,959 - mmaction - INFO - Epoch [21][1020/1147] lr: 1.000e-02, eta: 1 day, 9:31:50, time: 1.364, data_time: 0.750, memory: 5812, loss_cls: 9.8949, loss: 9.8949, grad_norm: 5.9205 2020-10-24 02:47:14,228 - mmaction - INFO - Epoch [21][1040/1147] lr: 1.000e-02, eta: 1 day, 9:31:22, time: 1.317, data_time: 0.722, memory: 5812, loss_cls: 9.8769, loss: 9.8769, grad_norm: 5.9835 2020-10-24 02:47:40,977 - mmaction - INFO - Epoch [21][1060/1147] lr: 1.000e-02, eta: 1 day, 9:30:56, time: 1.339, data_time: 0.746, memory: 5812, loss_cls: 9.8844, loss: 9.8844, grad_norm: 6.0672 2020-10-24 02:48:06,523 - mmaction - INFO - Epoch [21][1080/1147] lr: 1.000e-02, eta: 1 day, 9:30:22, time: 1.277, data_time: 0.689, memory: 5812, loss_cls: 9.8575, loss: 9.8575, grad_norm: 5.9347 2020-10-24 02:48:33,200 - mmaction - INFO - Epoch [21][1100/1147] lr: 1.000e-02, eta: 1 day, 9:29:56, time: 1.334, data_time: 0.736, memory: 5812, loss_cls: 10.0253, loss: 10.0253, grad_norm: 5.9389 2020-10-24 02:48:59,489 - mmaction - INFO - Epoch [21][1120/1147] lr: 1.000e-02, eta: 1 day, 9:29:27, time: 1.313, data_time: 0.689, memory: 5812, loss_cls: 10.1102, loss: 10.1102, grad_norm: 6.0611 2020-10-24 02:49:25,904 - mmaction - INFO - Epoch [21][1140/1147] lr: 1.000e-02, eta: 1 day, 9:28:58, time: 1.317, data_time: 0.720, memory: 5812, loss_cls: 9.9050, loss: 9.9050, grad_norm: 6.0214 2020-10-24 02:50:16,341 - mmaction - INFO - Epoch [22][20/1147] lr: 1.000e-02, eta: 1 day, 9:29:04, time: 2.085, data_time: 0.913, memory: 5812, loss_cls: 9.7290, loss: 9.7290, grad_norm: 6.1537 2020-10-24 02:50:42,983 - mmaction - INFO - Epoch [22][40/1147] lr: 1.000e-02, eta: 1 day, 9:28:37, time: 1.329, data_time: 0.029, memory: 5812, loss_cls: 9.5364, loss: 9.5364, grad_norm: 6.1104 2020-10-24 02:51:10,253 - mmaction - INFO - Epoch [22][60/1147] lr: 1.000e-02, eta: 1 day, 9:28:15, time: 1.365, data_time: 0.314, memory: 5812, loss_cls: 9.7532, loss: 9.7532, grad_norm: 6.1435 2020-10-24 02:51:36,996 - mmaction - INFO - Epoch [22][80/1147] lr: 1.000e-02, eta: 1 day, 9:27:49, time: 1.334, data_time: 0.626, memory: 5812, loss_cls: 9.7308, loss: 9.7308, grad_norm: 6.0257 2020-10-24 02:52:03,915 - mmaction - INFO - Epoch [22][100/1147] lr: 1.000e-02, eta: 1 day, 9:27:26, time: 1.351, data_time: 0.719, memory: 5812, loss_cls: 9.8883, loss: 9.8883, grad_norm: 6.1025 2020-10-24 02:52:30,558 - mmaction - INFO - Epoch [22][120/1147] lr: 1.000e-02, eta: 1 day, 9:26:59, time: 1.330, data_time: 0.700, memory: 5812, loss_cls: 9.5615, loss: 9.5615, grad_norm: 5.9938 2020-10-24 02:52:57,280 - mmaction - INFO - Epoch [22][140/1147] lr: 1.000e-02, eta: 1 day, 9:26:33, time: 1.340, data_time: 0.716, memory: 5812, loss_cls: 9.8283, loss: 9.8283, grad_norm: 5.9470 2020-10-24 02:53:23,821 - mmaction - INFO - Epoch [22][160/1147] lr: 1.000e-02, eta: 1 day, 9:26:06, time: 1.323, data_time: 0.684, memory: 5812, loss_cls: 9.7806, loss: 9.7806, grad_norm: 6.0649 2020-10-24 02:53:50,975 - mmaction - INFO - Epoch [22][180/1147] lr: 1.000e-02, eta: 1 day, 9:25:43, time: 1.359, data_time: 0.773, memory: 5812, loss_cls: 9.6632, loss: 9.6632, grad_norm: 6.0800 2020-10-24 02:54:17,602 - mmaction - INFO - Epoch [22][200/1147] lr: 1.000e-02, eta: 1 day, 9:25:16, time: 1.328, data_time: 0.731, memory: 5812, loss_cls: 9.5583, loss: 9.5583, grad_norm: 6.1976 2020-10-24 02:54:44,141 - mmaction - INFO - Epoch [22][220/1147] lr: 1.000e-02, eta: 1 day, 9:24:48, time: 1.318, data_time: 0.727, memory: 5812, loss_cls: 9.5373, loss: 9.5373, grad_norm: 5.9806 2020-10-24 02:55:10,128 - mmaction - INFO - Epoch [22][240/1147] lr: 1.000e-02, eta: 1 day, 9:24:18, time: 1.310, data_time: 0.688, memory: 5812, loss_cls: 9.8015, loss: 9.8015, grad_norm: 6.0224 2020-10-24 02:55:36,913 - mmaction - INFO - Epoch [22][260/1147] lr: 1.000e-02, eta: 1 day, 9:23:53, time: 1.339, data_time: 0.697, memory: 5812, loss_cls: 9.8129, loss: 9.8129, grad_norm: 6.0995 2020-10-24 02:56:02,980 - mmaction - INFO - Epoch [22][280/1147] lr: 1.000e-02, eta: 1 day, 9:23:23, time: 1.308, data_time: 0.699, memory: 5812, loss_cls: 9.8982, loss: 9.8982, grad_norm: 6.1810 2020-10-24 02:56:29,189 - mmaction - INFO - Epoch [22][300/1147] lr: 1.000e-02, eta: 1 day, 9:22:52, time: 1.299, data_time: 0.675, memory: 5812, loss_cls: 9.8606, loss: 9.8606, grad_norm: 6.0604 2020-10-24 02:56:54,821 - mmaction - INFO - Epoch [22][320/1147] lr: 1.000e-02, eta: 1 day, 9:22:19, time: 1.284, data_time: 0.661, memory: 5812, loss_cls: 9.7677, loss: 9.7677, grad_norm: 6.0241 2020-10-24 02:57:21,452 - mmaction - INFO - Epoch [22][340/1147] lr: 1.000e-02, eta: 1 day, 9:21:53, time: 1.337, data_time: 0.713, memory: 5812, loss_cls: 9.8193, loss: 9.8193, grad_norm: 5.9279 2020-10-24 02:57:47,243 - mmaction - INFO - Epoch [22][360/1147] lr: 1.000e-02, eta: 1 day, 9:21:20, time: 1.284, data_time: 0.656, memory: 5812, loss_cls: 9.7932, loss: 9.7932, grad_norm: 5.9177 2020-10-24 02:58:13,352 - mmaction - INFO - Epoch [22][380/1147] lr: 1.000e-02, eta: 1 day, 9:20:50, time: 1.308, data_time: 0.698, memory: 5812, loss_cls: 9.7985, loss: 9.7985, grad_norm: 6.0422 2020-10-24 02:58:39,279 - mmaction - INFO - Epoch [22][400/1147] lr: 1.000e-02, eta: 1 day, 9:20:19, time: 1.297, data_time: 0.685, memory: 5812, loss_cls: 9.8417, loss: 9.8417, grad_norm: 6.1589 2020-10-24 02:59:05,833 - mmaction - INFO - Epoch [22][420/1147] lr: 1.000e-02, eta: 1 day, 9:19:53, time: 1.331, data_time: 0.665, memory: 5812, loss_cls: 9.9877, loss: 9.9877, grad_norm: 6.1399 2020-10-24 02:59:32,636 - mmaction - INFO - Epoch [22][440/1147] lr: 1.000e-02, eta: 1 day, 9:19:28, time: 1.341, data_time: 0.566, memory: 5812, loss_cls: 9.9535, loss: 9.9535, grad_norm: 6.1619 2020-10-24 02:59:59,607 - mmaction - INFO - Epoch [22][460/1147] lr: 1.000e-02, eta: 1 day, 9:19:02, time: 1.339, data_time: 0.237, memory: 5812, loss_cls: 9.8471, loss: 9.8471, grad_norm: 6.1855 2020-10-24 03:00:26,754 - mmaction - INFO - Epoch [22][480/1147] lr: 1.000e-02, eta: 1 day, 9:18:40, time: 1.366, data_time: 0.077, memory: 5812, loss_cls: 9.9583, loss: 9.9583, grad_norm: 6.1107 2020-10-24 03:01:03,853 - mmaction - INFO - Epoch [22][500/1147] lr: 1.000e-02, eta: 1 day, 9:19:26, time: 1.853, data_time: 0.602, memory: 5812, loss_cls: 9.9405, loss: 9.9405, grad_norm: 6.1308 2020-10-24 03:01:31,393 - mmaction - INFO - Epoch [22][520/1147] lr: 1.000e-02, eta: 1 day, 9:19:04, time: 1.367, data_time: 0.702, memory: 5812, loss_cls: 10.0874, loss: 10.0874, grad_norm: 6.0816 2020-10-24 03:01:58,566 - mmaction - INFO - Epoch [22][540/1147] lr: 1.000e-02, eta: 1 day, 9:18:43, time: 1.371, data_time: 0.207, memory: 5812, loss_cls: 9.6654, loss: 9.6654, grad_norm: 6.0195 2020-10-24 03:02:25,948 - mmaction - INFO - Epoch [22][560/1147] lr: 1.000e-02, eta: 1 day, 9:18:20, time: 1.361, data_time: 0.002, memory: 5812, loss_cls: 9.9635, loss: 9.9635, grad_norm: 5.9076 2020-10-24 03:02:52,920 - mmaction - INFO - Epoch [22][580/1147] lr: 1.000e-02, eta: 1 day, 9:17:55, time: 1.345, data_time: 0.009, memory: 5812, loss_cls: 9.6991, loss: 9.6991, grad_norm: 6.0823 2020-10-24 03:03:19,472 - mmaction - INFO - Epoch [22][600/1147] lr: 1.000e-02, eta: 1 day, 9:17:29, time: 1.331, data_time: 0.014, memory: 5812, loss_cls: 9.7526, loss: 9.7526, grad_norm: 5.9969 2020-10-24 03:03:46,211 - mmaction - INFO - Epoch [22][620/1147] lr: 1.000e-02, eta: 1 day, 9:17:04, time: 1.345, data_time: 0.012, memory: 5812, loss_cls: 9.6890, loss: 9.6890, grad_norm: 6.0225 2020-10-24 03:04:12,207 - mmaction - INFO - Epoch [22][640/1147] lr: 1.000e-02, eta: 1 day, 9:16:33, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 9.8736, loss: 9.8736, grad_norm: 5.9508 2020-10-24 03:04:39,122 - mmaction - INFO - Epoch [22][660/1147] lr: 1.000e-02, eta: 1 day, 9:16:08, time: 1.344, data_time: 0.002, memory: 5812, loss_cls: 10.0994, loss: 10.0994, grad_norm: 6.3526 2020-10-24 03:05:05,581 - mmaction - INFO - Epoch [22][680/1147] lr: 1.000e-02, eta: 1 day, 9:15:40, time: 1.323, data_time: 0.006, memory: 5812, loss_cls: 9.6572, loss: 9.6572, grad_norm: 5.9022 2020-10-24 03:05:32,172 - mmaction - INFO - Epoch [22][700/1147] lr: 1.000e-02, eta: 1 day, 9:15:14, time: 1.332, data_time: 0.007, memory: 5812, loss_cls: 9.9103, loss: 9.9103, grad_norm: 6.0783 2020-10-24 03:05:58,446 - mmaction - INFO - Epoch [22][720/1147] lr: 1.000e-02, eta: 1 day, 9:14:45, time: 1.314, data_time: 0.089, memory: 5812, loss_cls: 9.5924, loss: 9.5924, grad_norm: 6.0242 2020-10-24 03:06:25,397 - mmaction - INFO - Epoch [22][740/1147] lr: 1.000e-02, eta: 1 day, 9:14:20, time: 1.348, data_time: 0.128, memory: 5812, loss_cls: 9.8633, loss: 9.8633, grad_norm: 6.0476 2020-10-24 03:06:52,243 - mmaction - INFO - Epoch [22][760/1147] lr: 1.000e-02, eta: 1 day, 9:13:55, time: 1.342, data_time: 0.131, memory: 5812, loss_cls: 9.8245, loss: 9.8245, grad_norm: 5.9689 2020-10-24 03:07:17,981 - mmaction - INFO - Epoch [22][780/1147] lr: 1.000e-02, eta: 1 day, 9:13:22, time: 1.283, data_time: 0.002, memory: 5812, loss_cls: 9.8258, loss: 9.8258, grad_norm: 5.9477 2020-10-24 03:07:45,058 - mmaction - INFO - Epoch [22][800/1147] lr: 1.000e-02, eta: 1 day, 9:12:57, time: 1.348, data_time: 0.004, memory: 5812, loss_cls: 9.9055, loss: 9.9055, grad_norm: 6.0970 2020-10-24 03:08:10,622 - mmaction - INFO - Epoch [22][820/1147] lr: 1.000e-02, eta: 1 day, 9:12:24, time: 1.282, data_time: 0.013, memory: 5812, loss_cls: 9.6669, loss: 9.6669, grad_norm: 5.9600 2020-10-24 03:08:37,235 - mmaction - INFO - Epoch [22][840/1147] lr: 1.000e-02, eta: 1 day, 9:11:58, time: 1.336, data_time: 0.007, memory: 5812, loss_cls: 9.8552, loss: 9.8552, grad_norm: 5.9564 2020-10-24 03:09:02,583 - mmaction - INFO - Epoch [22][860/1147] lr: 1.000e-02, eta: 1 day, 9:11:23, time: 1.267, data_time: 0.079, memory: 5812, loss_cls: 10.0339, loss: 10.0339, grad_norm: 6.0591 2020-10-24 03:09:28,949 - mmaction - INFO - Epoch [22][880/1147] lr: 1.000e-02, eta: 1 day, 9:10:54, time: 1.316, data_time: 0.509, memory: 5812, loss_cls: 9.7235, loss: 9.7235, grad_norm: 5.9490 2020-10-24 03:09:55,764 - mmaction - INFO - Epoch [22][900/1147] lr: 1.000e-02, eta: 1 day, 9:10:29, time: 1.342, data_time: 0.715, memory: 5812, loss_cls: 9.9204, loss: 9.9204, grad_norm: 6.1160 2020-10-24 03:10:23,044 - mmaction - INFO - Epoch [22][920/1147] lr: 1.000e-02, eta: 1 day, 9:10:07, time: 1.362, data_time: 0.726, memory: 5812, loss_cls: 9.6428, loss: 9.6428, grad_norm: 5.9880 2020-10-24 03:10:49,376 - mmaction - INFO - Epoch [22][940/1147] lr: 1.000e-02, eta: 1 day, 9:09:38, time: 1.318, data_time: 0.702, memory: 5812, loss_cls: 9.8911, loss: 9.8911, grad_norm: 6.0397 2020-10-24 03:11:15,927 - mmaction - INFO - Epoch [22][960/1147] lr: 1.000e-02, eta: 1 day, 9:09:11, time: 1.326, data_time: 0.695, memory: 5812, loss_cls: 9.7998, loss: 9.7998, grad_norm: 5.9562 2020-10-24 03:11:41,682 - mmaction - INFO - Epoch [22][980/1147] lr: 1.000e-02, eta: 1 day, 9:08:39, time: 1.291, data_time: 0.662, memory: 5812, loss_cls: 10.0055, loss: 10.0055, grad_norm: 5.9465 2020-10-24 03:12:08,225 - mmaction - INFO - Epoch [22][1000/1147] lr: 1.000e-02, eta: 1 day, 9:08:12, time: 1.327, data_time: 0.695, memory: 5812, loss_cls: 9.8256, loss: 9.8256, grad_norm: 6.0407 2020-10-24 03:12:34,895 - mmaction - INFO - Epoch [22][1020/1147] lr: 1.000e-02, eta: 1 day, 9:07:44, time: 1.325, data_time: 0.690, memory: 5812, loss_cls: 9.9228, loss: 9.9228, grad_norm: 6.0401 2020-10-24 03:13:01,209 - mmaction - INFO - Epoch [22][1040/1147] lr: 1.000e-02, eta: 1 day, 9:07:15, time: 1.313, data_time: 0.684, memory: 5812, loss_cls: 9.8695, loss: 9.8695, grad_norm: 6.0186 2020-10-24 03:13:27,406 - mmaction - INFO - Epoch [22][1060/1147] lr: 1.000e-02, eta: 1 day, 9:06:47, time: 1.316, data_time: 0.685, memory: 5812, loss_cls: 10.1189, loss: 10.1189, grad_norm: 6.0805 2020-10-24 03:13:53,808 - mmaction - INFO - Epoch [22][1080/1147] lr: 1.000e-02, eta: 1 day, 9:06:18, time: 1.315, data_time: 0.688, memory: 5812, loss_cls: 9.9751, loss: 9.9751, grad_norm: 6.0083 2020-10-24 03:14:20,304 - mmaction - INFO - Epoch [22][1100/1147] lr: 1.000e-02, eta: 1 day, 9:05:51, time: 1.325, data_time: 0.699, memory: 5812, loss_cls: 9.8353, loss: 9.8353, grad_norm: 5.9985 2020-10-24 03:14:46,199 - mmaction - INFO - Epoch [22][1120/1147] lr: 1.000e-02, eta: 1 day, 9:05:20, time: 1.301, data_time: 0.691, memory: 5812, loss_cls: 9.8656, loss: 9.8656, grad_norm: 5.8865 2020-10-24 03:15:12,268 - mmaction - INFO - Epoch [22][1140/1147] lr: 1.000e-02, eta: 1 day, 9:04:50, time: 1.305, data_time: 0.658, memory: 5812, loss_cls: 9.9150, loss: 9.9150, grad_norm: 5.9715 2020-10-24 03:16:38,275 - mmaction - INFO - Epoch [23][20/1147] lr: 1.000e-02, eta: 1 day, 9:07:30, time: 3.304, data_time: 2.817, memory: 5812, loss_cls: 10.0491, loss: 10.0491, grad_norm: 5.9666 2020-10-24 03:17:05,528 - mmaction - INFO - Epoch [23][40/1147] lr: 1.000e-02, eta: 1 day, 9:07:07, time: 1.364, data_time: 0.748, memory: 5812, loss_cls: 9.6214, loss: 9.6214, grad_norm: 5.9988 2020-10-24 03:17:31,414 - mmaction - INFO - Epoch [23][60/1147] lr: 1.000e-02, eta: 1 day, 9:06:35, time: 1.292, data_time: 0.650, memory: 5812, loss_cls: 9.5642, loss: 9.5642, grad_norm: 6.1656 2020-10-24 03:17:57,461 - mmaction - INFO - Epoch [23][80/1147] lr: 1.000e-02, eta: 1 day, 9:06:04, time: 1.299, data_time: 0.667, memory: 5812, loss_cls: 9.8338, loss: 9.8338, grad_norm: 6.1340 2020-10-24 03:18:24,056 - mmaction - INFO - Epoch [23][100/1147] lr: 1.000e-02, eta: 1 day, 9:05:37, time: 1.331, data_time: 0.636, memory: 5812, loss_cls: 9.9154, loss: 9.9154, grad_norm: 6.1387 2020-10-24 03:18:50,480 - mmaction - INFO - Epoch [23][120/1147] lr: 1.000e-02, eta: 1 day, 9:05:09, time: 1.323, data_time: 0.457, memory: 5812, loss_cls: 9.8352, loss: 9.8352, grad_norm: 6.0677 2020-10-24 03:19:17,105 - mmaction - INFO - Epoch [23][140/1147] lr: 1.000e-02, eta: 1 day, 9:04:42, time: 1.328, data_time: 0.380, memory: 5812, loss_cls: 9.5489, loss: 9.5489, grad_norm: 6.0597 2020-10-24 03:19:43,323 - mmaction - INFO - Epoch [23][160/1147] lr: 1.000e-02, eta: 1 day, 9:04:12, time: 1.307, data_time: 0.487, memory: 5812, loss_cls: 9.9449, loss: 9.9449, grad_norm: 6.0070 2020-10-24 03:20:09,720 - mmaction - INFO - Epoch [23][180/1147] lr: 1.000e-02, eta: 1 day, 9:03:44, time: 1.326, data_time: 0.557, memory: 5812, loss_cls: 9.6681, loss: 9.6681, grad_norm: 6.1382 2020-10-24 03:20:36,817 - mmaction - INFO - Epoch [23][200/1147] lr: 1.000e-02, eta: 1 day, 9:03:21, time: 1.357, data_time: 0.493, memory: 5812, loss_cls: 9.7402, loss: 9.7402, grad_norm: 6.0463 2020-10-24 03:21:02,914 - mmaction - INFO - Epoch [23][220/1147] lr: 1.000e-02, eta: 1 day, 9:02:50, time: 1.300, data_time: 0.054, memory: 5812, loss_cls: 9.6897, loss: 9.6897, grad_norm: 6.1501 2020-10-24 03:21:29,276 - mmaction - INFO - Epoch [23][240/1147] lr: 1.000e-02, eta: 1 day, 9:02:21, time: 1.320, data_time: 0.124, memory: 5812, loss_cls: 9.8101, loss: 9.8101, grad_norm: 6.0626 2020-10-24 03:21:55,645 - mmaction - INFO - Epoch [23][260/1147] lr: 1.000e-02, eta: 1 day, 9:01:51, time: 1.304, data_time: 0.029, memory: 5812, loss_cls: 9.6837, loss: 9.6837, grad_norm: 5.9187 2020-10-24 03:22:21,656 - mmaction - INFO - Epoch [23][280/1147] lr: 1.000e-02, eta: 1 day, 9:01:22, time: 1.317, data_time: 0.019, memory: 5812, loss_cls: 9.7349, loss: 9.7349, grad_norm: 5.9302 2020-10-24 03:22:48,042 - mmaction - INFO - Epoch [23][300/1147] lr: 1.000e-02, eta: 1 day, 9:00:54, time: 1.318, data_time: 0.002, memory: 5812, loss_cls: 9.6707, loss: 9.6707, grad_norm: 5.9944 2020-10-24 03:23:14,682 - mmaction - INFO - Epoch [23][320/1147] lr: 1.000e-02, eta: 1 day, 9:00:27, time: 1.329, data_time: 0.006, memory: 5812, loss_cls: 9.8824, loss: 9.8824, grad_norm: 5.9831 2020-10-24 03:23:41,540 - mmaction - INFO - Epoch [23][340/1147] lr: 1.000e-02, eta: 1 day, 9:00:01, time: 1.340, data_time: 0.012, memory: 5812, loss_cls: 9.7450, loss: 9.7450, grad_norm: 6.1533 2020-10-24 03:24:07,796 - mmaction - INFO - Epoch [23][360/1147] lr: 1.000e-02, eta: 1 day, 8:59:32, time: 1.317, data_time: 0.011, memory: 5812, loss_cls: 9.7826, loss: 9.7826, grad_norm: 5.9920 2020-10-24 03:24:34,151 - mmaction - INFO - Epoch [23][380/1147] lr: 1.000e-02, eta: 1 day, 8:59:03, time: 1.315, data_time: 0.007, memory: 5812, loss_cls: 9.8562, loss: 9.8562, grad_norm: 6.1212 2020-10-24 03:25:00,563 - mmaction - INFO - Epoch [23][400/1147] lr: 1.000e-02, eta: 1 day, 8:58:35, time: 1.324, data_time: 0.013, memory: 5812, loss_cls: 9.6649, loss: 9.6649, grad_norm: 6.0480 2020-10-24 03:25:27,456 - mmaction - INFO - Epoch [23][420/1147] lr: 1.000e-02, eta: 1 day, 8:58:09, time: 1.337, data_time: 0.008, memory: 5812, loss_cls: 9.6953, loss: 9.6953, grad_norm: 6.0685 2020-10-24 03:25:53,574 - mmaction - INFO - Epoch [23][440/1147] lr: 1.000e-02, eta: 1 day, 8:57:40, time: 1.313, data_time: 0.014, memory: 5812, loss_cls: 9.7291, loss: 9.7291, grad_norm: 6.0064 2020-10-24 03:26:19,538 - mmaction - INFO - Epoch [23][460/1147] lr: 1.000e-02, eta: 1 day, 8:57:09, time: 1.300, data_time: 0.007, memory: 5812, loss_cls: 9.8147, loss: 9.8147, grad_norm: 5.9954 2020-10-24 03:26:45,669 - mmaction - INFO - Epoch [23][480/1147] lr: 1.000e-02, eta: 1 day, 8:56:39, time: 1.304, data_time: 0.007, memory: 5812, loss_cls: 9.6932, loss: 9.6932, grad_norm: 6.0371 2020-10-24 03:27:11,727 - mmaction - INFO - Epoch [23][500/1147] lr: 1.000e-02, eta: 1 day, 8:56:09, time: 1.305, data_time: 0.008, memory: 5812, loss_cls: 10.0069, loss: 10.0069, grad_norm: 6.1409 2020-10-24 03:27:37,854 - mmaction - INFO - Epoch [23][520/1147] lr: 1.000e-02, eta: 1 day, 8:55:39, time: 1.305, data_time: 0.004, memory: 5812, loss_cls: 9.9283, loss: 9.9283, grad_norm: 6.9094 2020-10-24 03:28:04,546 - mmaction - INFO - Epoch [23][540/1147] lr: 1.000e-02, eta: 1 day, 8:55:12, time: 1.330, data_time: 0.006, memory: 5812, loss_cls: 9.8602, loss: 9.8602, grad_norm: 6.1211 2020-10-24 03:28:30,777 - mmaction - INFO - Epoch [23][560/1147] lr: 1.000e-02, eta: 1 day, 8:54:43, time: 1.314, data_time: 0.012, memory: 5812, loss_cls: 9.5883, loss: 9.5883, grad_norm: 6.0677 2020-10-24 03:28:57,039 - mmaction - INFO - Epoch [23][580/1147] lr: 1.000e-02, eta: 1 day, 8:54:13, time: 1.304, data_time: 0.012, memory: 5812, loss_cls: 9.5965, loss: 9.5965, grad_norm: 5.9640 2020-10-24 03:29:23,345 - mmaction - INFO - Epoch [23][600/1147] lr: 1.000e-02, eta: 1 day, 8:53:45, time: 1.326, data_time: 0.019, memory: 5812, loss_cls: 9.7047, loss: 9.7047, grad_norm: 6.0198 2020-10-24 03:29:50,085 - mmaction - INFO - Epoch [23][620/1147] lr: 1.000e-02, eta: 1 day, 8:53:19, time: 1.334, data_time: 0.006, memory: 5812, loss_cls: 9.6340, loss: 9.6340, grad_norm: 5.9770 2020-10-24 03:30:16,593 - mmaction - INFO - Epoch [23][640/1147] lr: 1.000e-02, eta: 1 day, 8:52:52, time: 1.330, data_time: 0.010, memory: 5812, loss_cls: 9.7347, loss: 9.7347, grad_norm: 6.0581 2020-10-24 03:30:42,854 - mmaction - INFO - Epoch [23][660/1147] lr: 1.000e-02, eta: 1 day, 8:52:23, time: 1.316, data_time: 0.014, memory: 5812, loss_cls: 9.6408, loss: 9.6408, grad_norm: 6.0585 2020-10-24 03:31:08,873 - mmaction - INFO - Epoch [23][680/1147] lr: 1.000e-02, eta: 1 day, 8:51:51, time: 1.291, data_time: 0.004, memory: 5812, loss_cls: 9.7091, loss: 9.7091, grad_norm: 6.0524 2020-10-24 03:31:34,925 - mmaction - INFO - Epoch [23][700/1147] lr: 1.000e-02, eta: 1 day, 8:51:22, time: 1.310, data_time: 0.012, memory: 5812, loss_cls: 9.7615, loss: 9.7615, grad_norm: 5.9487 2020-10-24 03:32:01,844 - mmaction - INFO - Epoch [23][720/1147] lr: 1.000e-02, eta: 1 day, 8:50:57, time: 1.346, data_time: 0.005, memory: 5812, loss_cls: 9.7726, loss: 9.7726, grad_norm: 6.0120 2020-10-24 03:32:27,861 - mmaction - INFO - Epoch [23][740/1147] lr: 1.000e-02, eta: 1 day, 8:50:26, time: 1.301, data_time: 0.004, memory: 5812, loss_cls: 9.9635, loss: 9.9635, grad_norm: 6.0132 2020-10-24 03:32:53,698 - mmaction - INFO - Epoch [23][760/1147] lr: 1.000e-02, eta: 1 day, 8:49:55, time: 1.294, data_time: 0.006, memory: 5812, loss_cls: 9.7209, loss: 9.7209, grad_norm: 5.9744 2020-10-24 03:33:20,224 - mmaction - INFO - Epoch [23][780/1147] lr: 1.000e-02, eta: 1 day, 8:49:28, time: 1.326, data_time: 0.012, memory: 5812, loss_cls: 9.7562, loss: 9.7562, grad_norm: 5.9826 2020-10-24 03:33:46,660 - mmaction - INFO - Epoch [23][800/1147] lr: 1.000e-02, eta: 1 day, 8:49:00, time: 1.324, data_time: 0.004, memory: 5812, loss_cls: 9.8563, loss: 9.8563, grad_norm: 6.0735 2020-10-24 03:34:13,098 - mmaction - INFO - Epoch [23][820/1147] lr: 1.000e-02, eta: 1 day, 8:48:31, time: 1.316, data_time: 0.004, memory: 5812, loss_cls: 9.7795, loss: 9.7795, grad_norm: 6.0810 2020-10-24 03:34:39,634 - mmaction - INFO - Epoch [23][840/1147] lr: 1.000e-02, eta: 1 day, 8:48:04, time: 1.329, data_time: 0.010, memory: 5812, loss_cls: 9.7847, loss: 9.7847, grad_norm: 6.0042 2020-10-24 03:35:06,188 - mmaction - INFO - Epoch [23][860/1147] lr: 1.000e-02, eta: 1 day, 8:47:36, time: 1.324, data_time: 0.009, memory: 5812, loss_cls: 9.6102, loss: 9.6102, grad_norm: 5.9572 2020-10-24 03:35:32,868 - mmaction - INFO - Epoch [23][880/1147] lr: 1.000e-02, eta: 1 day, 8:47:10, time: 1.330, data_time: 0.009, memory: 5812, loss_cls: 9.8739, loss: 9.8739, grad_norm: 6.0663 2020-10-24 03:35:59,621 - mmaction - INFO - Epoch [23][900/1147] lr: 1.000e-02, eta: 1 day, 8:46:44, time: 1.338, data_time: 0.016, memory: 5812, loss_cls: 9.6688, loss: 9.6688, grad_norm: 5.9288 2020-10-24 03:36:25,681 - mmaction - INFO - Epoch [23][920/1147] lr: 1.000e-02, eta: 1 day, 8:46:14, time: 1.309, data_time: 0.012, memory: 5812, loss_cls: 9.6762, loss: 9.6762, grad_norm: 6.0286 2020-10-24 03:36:52,514 - mmaction - INFO - Epoch [23][940/1147] lr: 1.000e-02, eta: 1 day, 8:45:49, time: 1.341, data_time: 0.006, memory: 5812, loss_cls: 9.8554, loss: 9.8554, grad_norm: 6.1103 2020-10-24 03:37:18,620 - mmaction - INFO - Epoch [23][960/1147] lr: 1.000e-02, eta: 1 day, 8:45:19, time: 1.310, data_time: 0.006, memory: 5812, loss_cls: 10.1020, loss: 10.1020, grad_norm: 6.0740 2020-10-24 03:37:44,603 - mmaction - INFO - Epoch [23][980/1147] lr: 1.000e-02, eta: 1 day, 8:44:48, time: 1.297, data_time: 0.002, memory: 5812, loss_cls: 9.9260, loss: 9.9260, grad_norm: 6.1051 2020-10-24 03:38:10,985 - mmaction - INFO - Epoch [23][1000/1147] lr: 1.000e-02, eta: 1 day, 8:44:20, time: 1.316, data_time: 0.003, memory: 5812, loss_cls: 9.7590, loss: 9.7590, grad_norm: 5.9136 2020-10-24 03:38:36,891 - mmaction - INFO - Epoch [23][1020/1147] lr: 1.000e-02, eta: 1 day, 8:43:49, time: 1.299, data_time: 0.008, memory: 5812, loss_cls: 9.8058, loss: 9.8058, grad_norm: 5.9434 2020-10-24 03:39:03,343 - mmaction - INFO - Epoch [23][1040/1147] lr: 1.000e-02, eta: 1 day, 8:43:21, time: 1.317, data_time: 0.003, memory: 5812, loss_cls: 9.8476, loss: 9.8476, grad_norm: 5.9407 2020-10-24 03:39:29,800 - mmaction - INFO - Epoch [23][1060/1147] lr: 1.000e-02, eta: 1 day, 8:42:53, time: 1.326, data_time: 0.009, memory: 5812, loss_cls: 9.9909, loss: 9.9909, grad_norm: 5.9966 2020-10-24 03:39:56,104 - mmaction - INFO - Epoch [23][1080/1147] lr: 1.000e-02, eta: 1 day, 8:42:24, time: 1.311, data_time: 0.005, memory: 5812, loss_cls: 9.8271, loss: 9.8271, grad_norm: 6.0273 2020-10-24 03:40:22,568 - mmaction - INFO - Epoch [23][1100/1147] lr: 1.000e-02, eta: 1 day, 8:41:57, time: 1.329, data_time: 0.011, memory: 5812, loss_cls: 9.7295, loss: 9.7295, grad_norm: 5.8853 2020-10-24 03:40:49,171 - mmaction - INFO - Epoch [23][1120/1147] lr: 1.000e-02, eta: 1 day, 8:41:30, time: 1.330, data_time: 0.009, memory: 5812, loss_cls: 9.8235, loss: 9.8235, grad_norm: 5.9567 2020-10-24 03:41:15,612 - mmaction - INFO - Epoch [23][1140/1147] lr: 1.000e-02, eta: 1 day, 8:41:02, time: 1.322, data_time: 0.004, memory: 5812, loss_cls: 9.8416, loss: 9.8416, grad_norm: 6.0054 2020-10-24 03:42:12,594 - mmaction - INFO - Epoch [24][20/1147] lr: 1.000e-02, eta: 1 day, 8:41:38, time: 2.400, data_time: 1.744, memory: 5812, loss_cls: 9.7251, loss: 9.7251, grad_norm: 5.9620 2020-10-24 03:42:40,394 - mmaction - INFO - Epoch [24][40/1147] lr: 1.000e-02, eta: 1 day, 8:41:18, time: 1.396, data_time: 0.333, memory: 5812, loss_cls: 9.4973, loss: 9.4973, grad_norm: 5.9387 2020-10-24 03:43:07,588 - mmaction - INFO - Epoch [24][60/1147] lr: 1.000e-02, eta: 1 day, 8:40:55, time: 1.358, data_time: 0.045, memory: 5812, loss_cls: 9.7652, loss: 9.7652, grad_norm: 5.9849 2020-10-24 03:43:34,028 - mmaction - INFO - Epoch [24][80/1147] lr: 1.000e-02, eta: 1 day, 8:40:27, time: 1.323, data_time: 0.004, memory: 5812, loss_cls: 9.5572, loss: 9.5572, grad_norm: 6.0447 2020-10-24 03:44:00,598 - mmaction - INFO - Epoch [24][100/1147] lr: 1.000e-02, eta: 1 day, 8:40:00, time: 1.329, data_time: 0.006, memory: 5812, loss_cls: 9.6113, loss: 9.6113, grad_norm: 6.0995 2020-10-24 03:44:26,793 - mmaction - INFO - Epoch [24][120/1147] lr: 1.000e-02, eta: 1 day, 8:39:30, time: 1.311, data_time: 0.002, memory: 5812, loss_cls: 9.7029, loss: 9.7029, grad_norm: 6.1102 2020-10-24 03:44:52,461 - mmaction - INFO - Epoch [24][140/1147] lr: 1.000e-02, eta: 1 day, 8:38:57, time: 1.278, data_time: 0.006, memory: 5812, loss_cls: 9.4820, loss: 9.4820, grad_norm: 5.9788 2020-10-24 03:45:18,820 - mmaction - INFO - Epoch [24][160/1147] lr: 1.000e-02, eta: 1 day, 8:38:29, time: 1.323, data_time: 0.007, memory: 5812, loss_cls: 9.6393, loss: 9.6393, grad_norm: 6.1367 2020-10-24 03:45:44,892 - mmaction - INFO - Epoch [24][180/1147] lr: 1.000e-02, eta: 1 day, 8:37:59, time: 1.297, data_time: 0.002, memory: 5812, loss_cls: 9.6575, loss: 9.6575, grad_norm: 6.1006 2020-10-24 03:46:10,871 - mmaction - INFO - Epoch [24][200/1147] lr: 1.000e-02, eta: 1 day, 8:37:29, time: 1.305, data_time: 0.010, memory: 5812, loss_cls: 9.8017, loss: 9.8017, grad_norm: 6.1631 2020-10-24 03:46:37,017 - mmaction - INFO - Epoch [24][220/1147] lr: 1.000e-02, eta: 1 day, 8:36:58, time: 1.303, data_time: 0.002, memory: 5812, loss_cls: 9.6956, loss: 9.6956, grad_norm: 6.8137 2020-10-24 03:47:02,740 - mmaction - INFO - Epoch [24][240/1147] lr: 1.000e-02, eta: 1 day, 8:36:26, time: 1.285, data_time: 0.006, memory: 5812, loss_cls: 9.7433, loss: 9.7433, grad_norm: 6.2733 2020-10-24 03:47:28,589 - mmaction - INFO - Epoch [24][260/1147] lr: 1.000e-02, eta: 1 day, 8:35:55, time: 1.297, data_time: 0.008, memory: 5812, loss_cls: 9.7806, loss: 9.7806, grad_norm: 6.1038 2020-10-24 03:47:55,405 - mmaction - INFO - Epoch [24][280/1147] lr: 1.000e-02, eta: 1 day, 8:35:30, time: 1.343, data_time: 0.005, memory: 5812, loss_cls: 9.8258, loss: 9.8258, grad_norm: 6.0548 2020-10-24 03:48:21,793 - mmaction - INFO - Epoch [24][300/1147] lr: 1.000e-02, eta: 1 day, 8:35:02, time: 1.319, data_time: 0.002, memory: 5812, loss_cls: 9.7017, loss: 9.7017, grad_norm: 6.1078 2020-10-24 03:48:48,438 - mmaction - INFO - Epoch [24][320/1147] lr: 1.000e-02, eta: 1 day, 8:34:35, time: 1.330, data_time: 0.003, memory: 5812, loss_cls: 9.7121, loss: 9.7121, grad_norm: 6.0309 2020-10-24 03:49:14,212 - mmaction - INFO - Epoch [24][340/1147] lr: 1.000e-02, eta: 1 day, 8:34:03, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 9.9899, loss: 9.9899, grad_norm: 6.1901 2020-10-24 03:49:40,747 - mmaction - INFO - Epoch [24][360/1147] lr: 1.000e-02, eta: 1 day, 8:33:36, time: 1.328, data_time: 0.003, memory: 5812, loss_cls: 9.8127, loss: 9.8127, grad_norm: 6.0196 2020-10-24 03:50:07,735 - mmaction - INFO - Epoch [24][380/1147] lr: 1.000e-02, eta: 1 day, 8:33:10, time: 1.343, data_time: 0.001, memory: 5812, loss_cls: 9.9619, loss: 9.9619, grad_norm: 6.1453 2020-10-24 03:50:34,710 - mmaction - INFO - Epoch [24][400/1147] lr: 1.000e-02, eta: 1 day, 8:32:46, time: 1.351, data_time: 0.008, memory: 5812, loss_cls: 9.8535, loss: 9.8535, grad_norm: 6.1169 2020-10-24 03:51:00,826 - mmaction - INFO - Epoch [24][420/1147] lr: 1.000e-02, eta: 1 day, 8:32:16, time: 1.307, data_time: 0.005, memory: 5812, loss_cls: 9.5818, loss: 9.5818, grad_norm: 5.9933 2020-10-24 03:51:27,133 - mmaction - INFO - Epoch [24][440/1147] lr: 1.000e-02, eta: 1 day, 8:31:48, time: 1.316, data_time: 0.004, memory: 5812, loss_cls: 9.7158, loss: 9.7158, grad_norm: 6.0404 2020-10-24 03:51:53,560 - mmaction - INFO - Epoch [24][460/1147] lr: 1.000e-02, eta: 1 day, 8:31:20, time: 1.324, data_time: 0.004, memory: 5812, loss_cls: 9.7406, loss: 9.7406, grad_norm: 6.1308 2020-10-24 03:52:20,097 - mmaction - INFO - Epoch [24][480/1147] lr: 1.000e-02, eta: 1 day, 8:30:52, time: 1.322, data_time: 0.001, memory: 5812, loss_cls: 9.9369, loss: 9.9369, grad_norm: 6.1065 2020-10-24 03:52:46,656 - mmaction - INFO - Epoch [24][500/1147] lr: 1.000e-02, eta: 1 day, 8:30:25, time: 1.331, data_time: 0.006, memory: 5812, loss_cls: 9.8048, loss: 9.8048, grad_norm: 6.0978 2020-10-24 03:53:13,083 - mmaction - INFO - Epoch [24][520/1147] lr: 1.000e-02, eta: 1 day, 8:29:57, time: 1.321, data_time: 0.003, memory: 5812, loss_cls: 9.3839, loss: 9.3839, grad_norm: 6.0996 2020-10-24 03:53:39,540 - mmaction - INFO - Epoch [24][540/1147] lr: 1.000e-02, eta: 1 day, 8:29:30, time: 1.323, data_time: 0.003, memory: 5812, loss_cls: 9.8865, loss: 9.8865, grad_norm: 6.3942 2020-10-24 03:54:05,651 - mmaction - INFO - Epoch [24][560/1147] lr: 1.000e-02, eta: 1 day, 8:29:00, time: 1.305, data_time: 0.003, memory: 5812, loss_cls: 9.7044, loss: 9.7044, grad_norm: 6.0275 2020-10-24 03:54:31,886 - mmaction - INFO - Epoch [24][580/1147] lr: 1.000e-02, eta: 1 day, 8:28:31, time: 1.313, data_time: 0.002, memory: 5812, loss_cls: 9.5900, loss: 9.5900, grad_norm: 6.0929 2020-10-24 03:54:58,467 - mmaction - INFO - Epoch [24][600/1147] lr: 1.000e-02, eta: 1 day, 8:28:03, time: 1.324, data_time: 0.002, memory: 5812, loss_cls: 9.8067, loss: 9.8067, grad_norm: 6.2146 2020-10-24 03:55:24,838 - mmaction - INFO - Epoch [24][620/1147] lr: 1.000e-02, eta: 1 day, 8:27:35, time: 1.320, data_time: 0.006, memory: 5812, loss_cls: 9.9970, loss: 9.9970, grad_norm: 6.1121 2020-10-24 03:55:50,748 - mmaction - INFO - Epoch [24][640/1147] lr: 1.000e-02, eta: 1 day, 8:27:05, time: 1.296, data_time: 0.005, memory: 5812, loss_cls: 9.7481, loss: 9.7481, grad_norm: 6.0991 2020-10-24 03:56:16,520 - mmaction - INFO - Epoch [24][660/1147] lr: 1.000e-02, eta: 1 day, 8:26:33, time: 1.288, data_time: 0.007, memory: 5812, loss_cls: 9.8098, loss: 9.8098, grad_norm: 5.8974 2020-10-24 03:56:42,231 - mmaction - INFO - Epoch [24][680/1147] lr: 1.000e-02, eta: 1 day, 8:26:01, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 9.9276, loss: 9.9276, grad_norm: 5.9182 2020-10-24 03:57:08,311 - mmaction - INFO - Epoch [24][700/1147] lr: 1.000e-02, eta: 1 day, 8:25:31, time: 1.296, data_time: 0.001, memory: 5812, loss_cls: 9.7640, loss: 9.7640, grad_norm: 6.0117 2020-10-24 03:57:33,674 - mmaction - INFO - Epoch [24][720/1147] lr: 1.000e-02, eta: 1 day, 8:24:58, time: 1.274, data_time: 0.009, memory: 5812, loss_cls: 9.6859, loss: 9.6859, grad_norm: 6.0495 2020-10-24 03:57:59,463 - mmaction - INFO - Epoch [24][740/1147] lr: 1.000e-02, eta: 1 day, 8:24:26, time: 1.289, data_time: 0.009, memory: 5812, loss_cls: 9.8091, loss: 9.8091, grad_norm: 5.9889 2020-10-24 03:58:25,602 - mmaction - INFO - Epoch [24][760/1147] lr: 1.000e-02, eta: 1 day, 8:23:57, time: 1.307, data_time: 0.003, memory: 5812, loss_cls: 10.0226, loss: 10.0226, grad_norm: 5.9407 2020-10-24 03:58:51,481 - mmaction - INFO - Epoch [24][780/1147] lr: 1.000e-02, eta: 1 day, 8:23:26, time: 1.295, data_time: 0.004, memory: 5812, loss_cls: 9.5836, loss: 9.5836, grad_norm: 6.1041 2020-10-24 03:59:17,777 - mmaction - INFO - Epoch [24][800/1147] lr: 1.000e-02, eta: 1 day, 8:22:57, time: 1.310, data_time: 0.003, memory: 5812, loss_cls: 9.6356, loss: 9.6356, grad_norm: 5.9772 2020-10-24 03:59:44,153 - mmaction - INFO - Epoch [24][820/1147] lr: 1.000e-02, eta: 1 day, 8:22:29, time: 1.320, data_time: 0.007, memory: 5812, loss_cls: 9.7857, loss: 9.7857, grad_norm: 6.1288 2020-10-24 04:00:10,487 - mmaction - INFO - Epoch [24][840/1147] lr: 1.000e-02, eta: 1 day, 8:22:00, time: 1.313, data_time: 0.007, memory: 5812, loss_cls: 9.8449, loss: 9.8449, grad_norm: 5.9839 2020-10-24 04:00:37,025 - mmaction - INFO - Epoch [24][860/1147] lr: 1.000e-02, eta: 1 day, 8:21:33, time: 1.327, data_time: 0.015, memory: 5812, loss_cls: 9.5758, loss: 9.5758, grad_norm: 6.1198 2020-10-24 04:01:02,738 - mmaction - INFO - Epoch [24][880/1147] lr: 1.000e-02, eta: 1 day, 8:21:02, time: 1.293, data_time: 0.009, memory: 5812, loss_cls: 9.7601, loss: 9.7601, grad_norm: 6.0812 2020-10-24 04:01:29,378 - mmaction - INFO - Epoch [24][900/1147] lr: 1.000e-02, eta: 1 day, 8:20:35, time: 1.329, data_time: 0.002, memory: 5812, loss_cls: 9.8852, loss: 9.8852, grad_norm: 6.0505 2020-10-24 04:01:55,222 - mmaction - INFO - Epoch [24][920/1147] lr: 1.000e-02, eta: 1 day, 8:20:04, time: 1.290, data_time: 0.012, memory: 5812, loss_cls: 9.7849, loss: 9.7849, grad_norm: 5.9065 2020-10-24 04:02:21,649 - mmaction - INFO - Epoch [24][940/1147] lr: 1.000e-02, eta: 1 day, 8:19:36, time: 1.319, data_time: 0.006, memory: 5812, loss_cls: 9.8338, loss: 9.8338, grad_norm: 5.8964 2020-10-24 04:02:47,677 - mmaction - INFO - Epoch [24][960/1147] lr: 1.000e-02, eta: 1 day, 8:19:06, time: 1.302, data_time: 0.010, memory: 5812, loss_cls: 9.9624, loss: 9.9624, grad_norm: 6.0534 2020-10-24 04:03:13,607 - mmaction - INFO - Epoch [24][980/1147] lr: 1.000e-02, eta: 1 day, 8:18:36, time: 1.303, data_time: 0.008, memory: 5812, loss_cls: 9.7795, loss: 9.7795, grad_norm: 5.9827 2020-10-24 04:03:40,473 - mmaction - INFO - Epoch [24][1000/1147] lr: 1.000e-02, eta: 1 day, 8:18:10, time: 1.339, data_time: 0.002, memory: 5812, loss_cls: 9.6621, loss: 9.6621, grad_norm: 6.1201 2020-10-24 04:04:05,866 - mmaction - INFO - Epoch [24][1020/1147] lr: 1.000e-02, eta: 1 day, 8:17:37, time: 1.272, data_time: 0.006, memory: 5812, loss_cls: 9.7015, loss: 9.7015, grad_norm: 5.9610 2020-10-24 04:04:31,706 - mmaction - INFO - Epoch [24][1040/1147] lr: 1.000e-02, eta: 1 day, 8:17:06, time: 1.293, data_time: 0.003, memory: 5812, loss_cls: 9.8967, loss: 9.8967, grad_norm: 6.0300 2020-10-24 04:04:57,377 - mmaction - INFO - Epoch [24][1060/1147] lr: 1.000e-02, eta: 1 day, 8:16:34, time: 1.283, data_time: 0.003, memory: 5812, loss_cls: 9.6238, loss: 9.6238, grad_norm: 5.9792 2020-10-24 04:05:23,384 - mmaction - INFO - Epoch [24][1080/1147] lr: 1.000e-02, eta: 1 day, 8:16:04, time: 1.300, data_time: 0.004, memory: 5812, loss_cls: 9.6002, loss: 9.6002, grad_norm: 6.0701 2020-10-24 04:05:49,577 - mmaction - INFO - Epoch [24][1100/1147] lr: 1.000e-02, eta: 1 day, 8:15:35, time: 1.311, data_time: 0.004, memory: 5812, loss_cls: 9.7232, loss: 9.7232, grad_norm: 6.0452 2020-10-24 04:06:15,631 - mmaction - INFO - Epoch [24][1120/1147] lr: 1.000e-02, eta: 1 day, 8:15:05, time: 1.303, data_time: 0.003, memory: 5812, loss_cls: 10.1346, loss: 10.1346, grad_norm: 6.1179 2020-10-24 04:06:41,839 - mmaction - INFO - Epoch [24][1140/1147] lr: 1.000e-02, eta: 1 day, 8:14:37, time: 1.311, data_time: 0.002, memory: 5812, loss_cls: 9.8839, loss: 9.8839, grad_norm: 5.9823 2020-10-24 04:07:31,513 - mmaction - INFO - Epoch [25][20/1147] lr: 1.000e-02, eta: 1 day, 8:14:27, time: 2.043, data_time: 1.501, memory: 5812, loss_cls: 9.8529, loss: 9.8529, grad_norm: 5.9782 2020-10-24 04:07:59,373 - mmaction - INFO - Epoch [25][40/1147] lr: 1.000e-02, eta: 1 day, 8:14:07, time: 1.391, data_time: 0.081, memory: 5812, loss_cls: 9.4460, loss: 9.4460, grad_norm: 6.0335 2020-10-24 04:08:25,339 - mmaction - INFO - Epoch [25][60/1147] lr: 1.000e-02, eta: 1 day, 8:13:37, time: 1.299, data_time: 0.004, memory: 5812, loss_cls: 9.5867, loss: 9.5867, grad_norm: 6.2907 2020-10-24 04:08:52,331 - mmaction - INFO - Epoch [25][80/1147] lr: 1.000e-02, eta: 1 day, 8:13:12, time: 1.345, data_time: 0.002, memory: 5812, loss_cls: 9.8176, loss: 9.8176, grad_norm: 5.9914 2020-10-24 04:09:19,500 - mmaction - INFO - Epoch [25][100/1147] lr: 1.000e-02, eta: 1 day, 8:12:48, time: 1.364, data_time: 0.008, memory: 5812, loss_cls: 9.7082, loss: 9.7082, grad_norm: 6.0128 2020-10-24 04:09:45,671 - mmaction - INFO - Epoch [25][120/1147] lr: 1.000e-02, eta: 1 day, 8:12:18, time: 1.299, data_time: 0.004, memory: 5812, loss_cls: 9.7251, loss: 9.7251, grad_norm: 6.1218 2020-10-24 04:10:12,007 - mmaction - INFO - Epoch [25][140/1147] lr: 1.000e-02, eta: 1 day, 8:11:50, time: 1.314, data_time: 0.012, memory: 5812, loss_cls: 9.7684, loss: 9.7684, grad_norm: 6.0399 2020-10-24 04:10:38,160 - mmaction - INFO - Epoch [25][160/1147] lr: 1.000e-02, eta: 1 day, 8:11:22, time: 1.320, data_time: 0.013, memory: 5812, loss_cls: 9.6279, loss: 9.6279, grad_norm: 6.0155 2020-10-24 04:11:03,777 - mmaction - INFO - Epoch [25][180/1147] lr: 1.000e-02, eta: 1 day, 8:10:49, time: 1.278, data_time: 0.002, memory: 5812, loss_cls: 9.6124, loss: 9.6124, grad_norm: 5.9503 2020-10-24 04:11:29,620 - mmaction - INFO - Epoch [25][200/1147] lr: 1.000e-02, eta: 1 day, 8:10:18, time: 1.288, data_time: 0.004, memory: 5812, loss_cls: 9.7778, loss: 9.7778, grad_norm: 6.1260 2020-10-24 04:11:56,017 - mmaction - INFO - Epoch [25][220/1147] lr: 1.000e-02, eta: 1 day, 8:09:51, time: 1.326, data_time: 0.008, memory: 5812, loss_cls: 9.7415, loss: 9.7415, grad_norm: 6.0448 2020-10-24 04:12:21,839 - mmaction - INFO - Epoch [25][240/1147] lr: 1.000e-02, eta: 1 day, 8:09:20, time: 1.291, data_time: 0.003, memory: 5812, loss_cls: 9.5867, loss: 9.5867, grad_norm: 6.1101 2020-10-24 04:12:47,934 - mmaction - INFO - Epoch [25][260/1147] lr: 1.000e-02, eta: 1 day, 8:08:50, time: 1.301, data_time: 0.004, memory: 5812, loss_cls: 9.8625, loss: 9.8625, grad_norm: 6.1159 2020-10-24 04:13:14,082 - mmaction - INFO - Epoch [25][280/1147] lr: 1.000e-02, eta: 1 day, 8:08:20, time: 1.299, data_time: 0.009, memory: 5812, loss_cls: 9.7141, loss: 9.7141, grad_norm: 6.0361 2020-10-24 04:13:40,098 - mmaction - INFO - Epoch [25][300/1147] lr: 1.000e-02, eta: 1 day, 8:07:50, time: 1.304, data_time: 0.014, memory: 5812, loss_cls: 9.6577, loss: 9.6577, grad_norm: 6.0638 2020-10-24 04:14:05,542 - mmaction - INFO - Epoch [25][320/1147] lr: 1.000e-02, eta: 1 day, 8:07:18, time: 1.282, data_time: 0.011, memory: 5812, loss_cls: 9.7781, loss: 9.7781, grad_norm: 6.1802 2020-10-24 04:14:31,590 - mmaction - INFO - Epoch [25][340/1147] lr: 1.000e-02, eta: 1 day, 8:06:48, time: 1.298, data_time: 0.003, memory: 5812, loss_cls: 9.4400, loss: 9.4400, grad_norm: 5.9636 2020-10-24 04:14:57,547 - mmaction - INFO - Epoch [25][360/1147] lr: 1.000e-02, eta: 1 day, 8:06:18, time: 1.301, data_time: 0.007, memory: 5812, loss_cls: 9.7263, loss: 9.7263, grad_norm: 6.1765 2020-10-24 04:15:24,258 - mmaction - INFO - Epoch [25][380/1147] lr: 1.000e-02, eta: 1 day, 8:05:52, time: 1.330, data_time: 0.003, memory: 5812, loss_cls: 9.7881, loss: 9.7881, grad_norm: 6.0481 2020-10-24 04:15:50,400 - mmaction - INFO - Epoch [25][400/1147] lr: 1.000e-02, eta: 1 day, 8:05:23, time: 1.312, data_time: 0.011, memory: 5812, loss_cls: 9.8312, loss: 9.8312, grad_norm: 6.0817 2020-10-24 04:16:16,096 - mmaction - INFO - Epoch [25][420/1147] lr: 1.000e-02, eta: 1 day, 8:04:51, time: 1.283, data_time: 0.004, memory: 5812, loss_cls: 9.5741, loss: 9.5741, grad_norm: 6.1146 2020-10-24 04:16:41,851 - mmaction - INFO - Epoch [25][440/1147] lr: 1.000e-02, eta: 1 day, 8:04:20, time: 1.289, data_time: 0.006, memory: 5812, loss_cls: 9.7261, loss: 9.7261, grad_norm: 6.1547 2020-10-24 04:17:08,442 - mmaction - INFO - Epoch [25][460/1147] lr: 1.000e-02, eta: 1 day, 8:03:53, time: 1.327, data_time: 0.005, memory: 5812, loss_cls: 9.9159, loss: 9.9159, grad_norm: 6.0403 2020-10-24 04:17:34,155 - mmaction - INFO - Epoch [25][480/1147] lr: 1.000e-02, eta: 1 day, 8:03:22, time: 1.284, data_time: 0.007, memory: 5812, loss_cls: 9.6644, loss: 9.6644, grad_norm: 6.0212 2020-10-24 04:17:59,420 - mmaction - INFO - Epoch [25][500/1147] lr: 1.000e-02, eta: 1 day, 8:02:48, time: 1.269, data_time: 0.008, memory: 5812, loss_cls: 9.8858, loss: 9.8858, grad_norm: 6.0621 2020-10-24 04:18:25,529 - mmaction - INFO - Epoch [25][520/1147] lr: 1.000e-02, eta: 1 day, 8:02:18, time: 1.295, data_time: 0.003, memory: 5812, loss_cls: 9.6145, loss: 9.6145, grad_norm: 6.0520 2020-10-24 04:18:51,662 - mmaction - INFO - Epoch [25][540/1147] lr: 1.000e-02, eta: 1 day, 8:01:50, time: 1.318, data_time: 0.018, memory: 5812, loss_cls: 9.7530, loss: 9.7530, grad_norm: 6.1139 2020-10-24 04:19:17,807 - mmaction - INFO - Epoch [25][560/1147] lr: 1.000e-02, eta: 1 day, 8:01:21, time: 1.307, data_time: 0.003, memory: 5812, loss_cls: 9.6288, loss: 9.6288, grad_norm: 5.9555 2020-10-24 04:19:43,204 - mmaction - INFO - Epoch [25][580/1147] lr: 1.000e-02, eta: 1 day, 8:00:48, time: 1.266, data_time: 0.001, memory: 5812, loss_cls: 9.7258, loss: 9.7258, grad_norm: 6.0525 2020-10-24 04:20:09,389 - mmaction - INFO - Epoch [25][600/1147] lr: 1.000e-02, eta: 1 day, 8:00:19, time: 1.311, data_time: 0.010, memory: 5812, loss_cls: 9.7312, loss: 9.7312, grad_norm: 6.1122 2020-10-24 04:20:35,828 - mmaction - INFO - Epoch [25][620/1147] lr: 1.000e-02, eta: 1 day, 7:59:51, time: 1.323, data_time: 0.011, memory: 5812, loss_cls: 9.7006, loss: 9.7006, grad_norm: 6.0290 2020-10-24 04:21:01,770 - mmaction - INFO - Epoch [25][640/1147] lr: 1.000e-02, eta: 1 day, 7:59:21, time: 1.296, data_time: 0.003, memory: 5812, loss_cls: 9.7224, loss: 9.7224, grad_norm: 5.9262 2020-10-24 04:21:27,825 - mmaction - INFO - Epoch [25][660/1147] lr: 1.000e-02, eta: 1 day, 7:58:52, time: 1.305, data_time: 0.005, memory: 5812, loss_cls: 10.0637, loss: 10.0637, grad_norm: 6.1532 2020-10-24 04:21:53,882 - mmaction - INFO - Epoch [25][680/1147] lr: 1.000e-02, eta: 1 day, 7:58:22, time: 1.299, data_time: 0.005, memory: 5812, loss_cls: 9.6480, loss: 9.6480, grad_norm: 6.0724 2020-10-24 04:22:20,151 - mmaction - INFO - Epoch [25][700/1147] lr: 1.000e-02, eta: 1 day, 7:57:53, time: 1.311, data_time: 0.007, memory: 5812, loss_cls: 9.6866, loss: 9.6866, grad_norm: 6.1009 2020-10-24 04:22:46,330 - mmaction - INFO - Epoch [25][720/1147] lr: 1.000e-02, eta: 1 day, 7:57:25, time: 1.312, data_time: 0.009, memory: 5812, loss_cls: 9.7664, loss: 9.7664, grad_norm: 6.1310 2020-10-24 04:23:12,704 - mmaction - INFO - Epoch [25][740/1147] lr: 1.000e-02, eta: 1 day, 7:56:57, time: 1.322, data_time: 0.005, memory: 5812, loss_cls: 9.8205, loss: 9.8205, grad_norm: 6.1061 2020-10-24 04:23:38,817 - mmaction - INFO - Epoch [25][760/1147] lr: 1.000e-02, eta: 1 day, 7:56:27, time: 1.296, data_time: 0.003, memory: 5812, loss_cls: 9.8675, loss: 9.8675, grad_norm: 6.0693 2020-10-24 04:24:04,433 - mmaction - INFO - Epoch [25][780/1147] lr: 1.000e-02, eta: 1 day, 7:55:56, time: 1.290, data_time: 0.011, memory: 5812, loss_cls: 9.8114, loss: 9.8114, grad_norm: 6.0251 2020-10-24 04:24:29,045 - mmaction - INFO - Epoch [25][800/1147] lr: 1.000e-02, eta: 1 day, 7:55:19, time: 1.231, data_time: 0.002, memory: 5812, loss_cls: 9.5445, loss: 9.5445, grad_norm: 6.2319 2020-10-24 04:24:53,832 - mmaction - INFO - Epoch [25][820/1147] lr: 1.000e-02, eta: 1 day, 7:54:43, time: 1.238, data_time: 0.001, memory: 5812, loss_cls: 9.8379, loss: 9.8379, grad_norm: 5.9667 2020-10-24 04:25:18,390 - mmaction - INFO - Epoch [25][840/1147] lr: 1.000e-02, eta: 1 day, 7:54:06, time: 1.228, data_time: 0.002, memory: 5812, loss_cls: 9.6616, loss: 9.6616, grad_norm: 6.0688 2020-10-24 04:25:44,419 - mmaction - INFO - Epoch [25][860/1147] lr: 1.000e-02, eta: 1 day, 7:53:37, time: 1.300, data_time: 0.002, memory: 5812, loss_cls: 9.8064, loss: 9.8064, grad_norm: 6.0538 2020-10-24 04:26:11,493 - mmaction - INFO - Epoch [25][880/1147] lr: 1.000e-02, eta: 1 day, 7:53:13, time: 1.356, data_time: 0.005, memory: 5812, loss_cls: 9.8710, loss: 9.8710, grad_norm: 6.0822 2020-10-24 04:26:37,784 - mmaction - INFO - Epoch [25][900/1147] lr: 1.000e-02, eta: 1 day, 7:52:44, time: 1.306, data_time: 0.004, memory: 5812, loss_cls: 9.5447, loss: 9.5447, grad_norm: 5.9774 2020-10-24 04:27:04,085 - mmaction - INFO - Epoch [25][920/1147] lr: 1.000e-02, eta: 1 day, 7:52:15, time: 1.315, data_time: 0.014, memory: 5812, loss_cls: 9.6516, loss: 9.6516, grad_norm: 5.9786 2020-10-24 04:27:30,997 - mmaction - INFO - Epoch [25][940/1147] lr: 1.000e-02, eta: 1 day, 7:51:50, time: 1.347, data_time: 0.011, memory: 5812, loss_cls: 9.7360, loss: 9.7360, grad_norm: 6.0169 2020-10-24 04:27:57,151 - mmaction - INFO - Epoch [25][960/1147] lr: 1.000e-02, eta: 1 day, 7:51:22, time: 1.312, data_time: 0.011, memory: 5812, loss_cls: 9.7572, loss: 9.7572, grad_norm: 6.0994 2020-10-24 04:28:23,548 - mmaction - INFO - Epoch [25][980/1147] lr: 1.000e-02, eta: 1 day, 7:50:53, time: 1.308, data_time: 0.006, memory: 5812, loss_cls: 9.8097, loss: 9.8097, grad_norm: 6.0329 2020-10-24 04:28:50,159 - mmaction - INFO - Epoch [25][1000/1147] lr: 1.000e-02, eta: 1 day, 7:50:27, time: 1.338, data_time: 0.019, memory: 5812, loss_cls: 9.6659, loss: 9.6659, grad_norm: 6.0332 2020-10-24 04:29:15,979 - mmaction - INFO - Epoch [25][1020/1147] lr: 1.000e-02, eta: 1 day, 7:49:57, time: 1.293, data_time: 0.010, memory: 5812, loss_cls: 10.0024, loss: 10.0024, grad_norm: 6.0826 2020-10-24 04:29:42,467 - mmaction - INFO - Epoch [25][1040/1147] lr: 1.000e-02, eta: 1 day, 7:49:30, time: 1.323, data_time: 0.006, memory: 5812, loss_cls: 9.6445, loss: 9.6445, grad_norm: 6.0260 2020-10-24 04:30:09,166 - mmaction - INFO - Epoch [25][1060/1147] lr: 1.000e-02, eta: 1 day, 7:49:04, time: 1.338, data_time: 0.011, memory: 5812, loss_cls: 9.7472, loss: 9.7472, grad_norm: 5.9950 2020-10-24 04:30:35,492 - mmaction - INFO - Epoch [25][1080/1147] lr: 1.000e-02, eta: 1 day, 7:48:35, time: 1.313, data_time: 0.006, memory: 5812, loss_cls: 9.7510, loss: 9.7510, grad_norm: 6.0224 2020-10-24 04:31:01,859 - mmaction - INFO - Epoch [25][1100/1147] lr: 1.000e-02, eta: 1 day, 7:48:08, time: 1.321, data_time: 0.009, memory: 5812, loss_cls: 9.7531, loss: 9.7531, grad_norm: 6.0360 2020-10-24 04:31:28,268 - mmaction - INFO - Epoch [25][1120/1147] lr: 1.000e-02, eta: 1 day, 7:47:39, time: 1.311, data_time: 0.008, memory: 5812, loss_cls: 9.9175, loss: 9.9175, grad_norm: 6.1317 2020-10-24 04:31:54,394 - mmaction - INFO - Epoch [25][1140/1147] lr: 1.000e-02, eta: 1 day, 7:47:11, time: 1.309, data_time: 0.015, memory: 5812, loss_cls: 9.7541, loss: 9.7541, grad_norm: 6.1212 2020-10-24 04:32:04,226 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-24 04:34:19,405 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 04:34:19,957 - mmaction - INFO - mean_average_precision 0.4412 2020-10-24 04:34:19,975 - mmaction - INFO - Epoch(val) [25][1147] mean_average_precision: 0.4412 2020-10-24 04:34:58,391 - mmaction - INFO - Epoch [26][20/1147] lr: 1.000e-02, eta: 1 day, 7:46:47, time: 1.913, data_time: 1.208, memory: 5812, loss_cls: 9.6415, loss: 9.6415, grad_norm: 5.9793 2020-10-24 04:35:26,504 - mmaction - INFO - Epoch [26][40/1147] lr: 1.000e-02, eta: 1 day, 7:46:28, time: 1.408, data_time: 0.549, memory: 5812, loss_cls: 9.4936, loss: 9.4936, grad_norm: 6.0232 2020-10-24 04:35:53,775 - mmaction - INFO - Epoch [26][60/1147] lr: 1.000e-02, eta: 1 day, 7:46:05, time: 1.366, data_time: 0.082, memory: 5812, loss_cls: 9.5834, loss: 9.5834, grad_norm: 6.1732 2020-10-24 04:36:20,126 - mmaction - INFO - Epoch [26][80/1147] lr: 1.000e-02, eta: 1 day, 7:45:37, time: 1.317, data_time: 0.006, memory: 5812, loss_cls: 9.6562, loss: 9.6562, grad_norm: 6.0613 2020-10-24 04:36:46,020 - mmaction - INFO - Epoch [26][100/1147] lr: 1.000e-02, eta: 1 day, 7:45:07, time: 1.298, data_time: 0.005, memory: 5812, loss_cls: 9.7902, loss: 9.7902, grad_norm: 6.1023 2020-10-24 04:37:12,461 - mmaction - INFO - Epoch [26][120/1147] lr: 1.000e-02, eta: 1 day, 7:44:39, time: 1.319, data_time: 0.003, memory: 5812, loss_cls: 9.6899, loss: 9.6899, grad_norm: 6.0948 2020-10-24 04:37:39,364 - mmaction - INFO - Epoch [26][140/1147] lr: 1.000e-02, eta: 1 day, 7:44:14, time: 1.346, data_time: 0.007, memory: 5812, loss_cls: 9.4996, loss: 9.4996, grad_norm: 6.1722 2020-10-24 04:38:05,000 - mmaction - INFO - Epoch [26][160/1147] lr: 1.000e-02, eta: 1 day, 7:43:42, time: 1.277, data_time: 0.003, memory: 5812, loss_cls: 9.6504, loss: 9.6504, grad_norm: 6.1099 2020-10-24 04:38:30,912 - mmaction - INFO - Epoch [26][180/1147] lr: 1.000e-02, eta: 1 day, 7:43:12, time: 1.294, data_time: 0.013, memory: 5812, loss_cls: 9.8091, loss: 9.8091, grad_norm: 6.0706 2020-10-24 04:38:56,753 - mmaction - INFO - Epoch [26][200/1147] lr: 1.000e-02, eta: 1 day, 7:42:42, time: 1.299, data_time: 0.013, memory: 5812, loss_cls: 9.8241, loss: 9.8241, grad_norm: 6.1605 2020-10-24 04:39:22,751 - mmaction - INFO - Epoch [26][220/1147] lr: 1.000e-02, eta: 1 day, 7:42:12, time: 1.296, data_time: 0.003, memory: 5812, loss_cls: 9.7781, loss: 9.7781, grad_norm: 6.0985 2020-10-24 04:39:49,565 - mmaction - INFO - Epoch [26][240/1147] lr: 1.000e-02, eta: 1 day, 7:41:47, time: 1.344, data_time: 0.008, memory: 5812, loss_cls: 9.4748, loss: 9.4748, grad_norm: 6.0699 2020-10-24 04:40:15,460 - mmaction - INFO - Epoch [26][260/1147] lr: 1.000e-02, eta: 1 day, 7:41:17, time: 1.292, data_time: 0.005, memory: 5812, loss_cls: 9.6685, loss: 9.6685, grad_norm: 6.4779 2020-10-24 04:40:42,003 - mmaction - INFO - Epoch [26][280/1147] lr: 1.000e-02, eta: 1 day, 7:40:49, time: 1.321, data_time: 0.023, memory: 5812, loss_cls: 9.6564, loss: 9.6564, grad_norm: 6.1028 2020-10-24 04:41:08,296 - mmaction - INFO - Epoch [26][300/1147] lr: 1.000e-02, eta: 1 day, 7:40:22, time: 1.321, data_time: 0.014, memory: 5812, loss_cls: 9.6457, loss: 9.6457, grad_norm: 5.9376 2020-10-24 04:41:34,397 - mmaction - INFO - Epoch [26][320/1147] lr: 1.000e-02, eta: 1 day, 7:39:53, time: 1.308, data_time: 0.008, memory: 5812, loss_cls: 9.5801, loss: 9.5801, grad_norm: 5.9991 2020-10-24 04:42:00,525 - mmaction - INFO - Epoch [26][340/1147] lr: 1.000e-02, eta: 1 day, 7:39:23, time: 1.296, data_time: 0.004, memory: 5812, loss_cls: 9.5921, loss: 9.5921, grad_norm: 5.9552 2020-10-24 04:42:26,266 - mmaction - INFO - Epoch [26][360/1147] lr: 1.000e-02, eta: 1 day, 7:38:53, time: 1.291, data_time: 0.014, memory: 5812, loss_cls: 9.7619, loss: 9.7619, grad_norm: 6.1126 2020-10-24 04:42:52,628 - mmaction - INFO - Epoch [26][380/1147] lr: 1.000e-02, eta: 1 day, 7:38:25, time: 1.314, data_time: 0.010, memory: 5812, loss_cls: 9.5672, loss: 9.5672, grad_norm: 6.0585 2020-10-24 04:43:18,047 - mmaction - INFO - Epoch [26][400/1147] lr: 1.000e-02, eta: 1 day, 7:37:53, time: 1.280, data_time: 0.014, memory: 5812, loss_cls: 9.7025, loss: 9.7025, grad_norm: 6.1714 2020-10-24 04:43:44,617 - mmaction - INFO - Epoch [26][420/1147] lr: 1.000e-02, eta: 1 day, 7:37:27, time: 1.331, data_time: 0.003, memory: 5812, loss_cls: 9.7336, loss: 9.7336, grad_norm: 5.9880 2020-10-24 04:44:10,733 - mmaction - INFO - Epoch [26][440/1147] lr: 1.000e-02, eta: 1 day, 7:36:57, time: 1.301, data_time: 0.002, memory: 5812, loss_cls: 9.6896, loss: 9.6896, grad_norm: 6.1171 2020-10-24 04:44:36,400 - mmaction - INFO - Epoch [26][460/1147] lr: 1.000e-02, eta: 1 day, 7:36:26, time: 1.285, data_time: 0.009, memory: 5812, loss_cls: 9.7942, loss: 9.7942, grad_norm: 5.9256 2020-10-24 04:45:02,622 - mmaction - INFO - Epoch [26][480/1147] lr: 1.000e-02, eta: 1 day, 7:35:58, time: 1.314, data_time: 0.005, memory: 5812, loss_cls: 9.7241, loss: 9.7241, grad_norm: 6.1346 2020-10-24 04:45:28,635 - mmaction - INFO - Epoch [26][500/1147] lr: 1.000e-02, eta: 1 day, 7:35:28, time: 1.294, data_time: 0.005, memory: 5812, loss_cls: 9.5800, loss: 9.5800, grad_norm: 6.1156 2020-10-24 04:45:54,650 - mmaction - INFO - Epoch [26][520/1147] lr: 1.000e-02, eta: 1 day, 7:34:58, time: 1.294, data_time: 0.008, memory: 5812, loss_cls: 9.9117, loss: 9.9117, grad_norm: 6.1570 2020-10-24 04:46:20,416 - mmaction - INFO - Epoch [26][540/1147] lr: 1.000e-02, eta: 1 day, 7:34:29, time: 1.302, data_time: 0.017, memory: 5812, loss_cls: 9.4741, loss: 9.4741, grad_norm: 6.1196 2020-10-24 04:46:46,586 - mmaction - INFO - Epoch [26][560/1147] lr: 1.000e-02, eta: 1 day, 7:33:59, time: 1.298, data_time: 0.005, memory: 5812, loss_cls: 9.8488, loss: 9.8488, grad_norm: 6.2113 2020-10-24 04:47:12,173 - mmaction - INFO - Epoch [26][580/1147] lr: 1.000e-02, eta: 1 day, 7:33:28, time: 1.285, data_time: 0.012, memory: 5812, loss_cls: 9.9043, loss: 9.9043, grad_norm: 6.0927 2020-10-24 04:47:38,469 - mmaction - INFO - Epoch [26][600/1147] lr: 1.000e-02, eta: 1 day, 7:33:00, time: 1.317, data_time: 0.007, memory: 5812, loss_cls: 9.8518, loss: 9.8518, grad_norm: 6.1212 2020-10-24 04:48:04,198 - mmaction - INFO - Epoch [26][620/1147] lr: 1.000e-02, eta: 1 day, 7:32:29, time: 1.284, data_time: 0.004, memory: 5812, loss_cls: 9.6298, loss: 9.6298, grad_norm: 5.9303 2020-10-24 04:48:30,021 - mmaction - INFO - Epoch [26][640/1147] lr: 1.000e-02, eta: 1 day, 7:31:59, time: 1.294, data_time: 0.007, memory: 5812, loss_cls: 9.5335, loss: 9.5335, grad_norm: 6.1588 2020-10-24 04:48:56,413 - mmaction - INFO - Epoch [26][660/1147] lr: 1.000e-02, eta: 1 day, 7:31:32, time: 1.322, data_time: 0.004, memory: 5812, loss_cls: 9.7328, loss: 9.7328, grad_norm: 6.0108 2020-10-24 04:49:23,198 - mmaction - INFO - Epoch [26][680/1147] lr: 1.000e-02, eta: 1 day, 7:31:06, time: 1.334, data_time: 0.002, memory: 5812, loss_cls: 9.6302, loss: 9.6302, grad_norm: 6.0890 2020-10-24 04:49:49,583 - mmaction - INFO - Epoch [26][700/1147] lr: 1.000e-02, eta: 1 day, 7:30:39, time: 1.323, data_time: 0.007, memory: 5812, loss_cls: 9.5706, loss: 9.5706, grad_norm: 6.0179 2020-10-24 04:50:15,714 - mmaction - INFO - Epoch [26][720/1147] lr: 1.000e-02, eta: 1 day, 7:30:10, time: 1.306, data_time: 0.004, memory: 5812, loss_cls: 9.7530, loss: 9.7530, grad_norm: 6.0829 2020-10-24 04:50:42,047 - mmaction - INFO - Epoch [26][740/1147] lr: 1.000e-02, eta: 1 day, 7:29:42, time: 1.317, data_time: 0.005, memory: 5812, loss_cls: 9.7573, loss: 9.7573, grad_norm: 6.0137 2020-10-24 04:51:08,777 - mmaction - INFO - Epoch [26][760/1147] lr: 1.000e-02, eta: 1 day, 7:29:16, time: 1.337, data_time: 0.005, memory: 5812, loss_cls: 9.9169, loss: 9.9169, grad_norm: 6.0081 2020-10-24 04:51:34,507 - mmaction - INFO - Epoch [26][780/1147] lr: 1.000e-02, eta: 1 day, 7:28:45, time: 1.282, data_time: 0.004, memory: 5812, loss_cls: 9.7038, loss: 9.7038, grad_norm: 6.1241 2020-10-24 04:52:00,868 - mmaction - INFO - Epoch [26][800/1147] lr: 1.000e-02, eta: 1 day, 7:28:18, time: 1.324, data_time: 0.008, memory: 5812, loss_cls: 9.8878, loss: 9.8878, grad_norm: 6.0791 2020-10-24 04:52:26,469 - mmaction - INFO - Epoch [26][820/1147] lr: 1.000e-02, eta: 1 day, 7:27:46, time: 1.274, data_time: 0.002, memory: 5812, loss_cls: 9.6603, loss: 9.6603, grad_norm: 5.9968 2020-10-24 04:52:52,685 - mmaction - INFO - Epoch [26][840/1147] lr: 1.000e-02, eta: 1 day, 7:27:18, time: 1.313, data_time: 0.010, memory: 5812, loss_cls: 9.8759, loss: 9.8759, grad_norm: 6.1827 2020-10-24 04:53:19,241 - mmaction - INFO - Epoch [26][860/1147] lr: 1.000e-02, eta: 1 day, 7:26:52, time: 1.330, data_time: 0.006, memory: 5812, loss_cls: 9.7739, loss: 9.7739, grad_norm: 6.0728 2020-10-24 04:53:45,114 - mmaction - INFO - Epoch [26][880/1147] lr: 1.000e-02, eta: 1 day, 7:26:22, time: 1.294, data_time: 0.005, memory: 5812, loss_cls: 9.6764, loss: 9.6764, grad_norm: 6.0612 2020-10-24 04:54:10,901 - mmaction - INFO - Epoch [26][900/1147] lr: 1.000e-02, eta: 1 day, 7:25:51, time: 1.288, data_time: 0.004, memory: 5812, loss_cls: 9.6357, loss: 9.6357, grad_norm: 6.0184 2020-10-24 04:54:36,767 - mmaction - INFO - Epoch [26][920/1147] lr: 1.000e-02, eta: 1 day, 7:25:21, time: 1.296, data_time: 0.004, memory: 5812, loss_cls: 9.6796, loss: 9.6796, grad_norm: 6.1160 2020-10-24 04:55:03,656 - mmaction - INFO - Epoch [26][940/1147] lr: 1.000e-02, eta: 1 day, 7:24:56, time: 1.345, data_time: 0.005, memory: 5812, loss_cls: 9.8891, loss: 9.8891, grad_norm: 6.0434 2020-10-24 04:55:29,094 - mmaction - INFO - Epoch [26][960/1147] lr: 1.000e-02, eta: 1 day, 7:24:24, time: 1.269, data_time: 0.002, memory: 5812, loss_cls: 9.4239, loss: 9.4239, grad_norm: 5.9195 2020-10-24 04:55:55,437 - mmaction - INFO - Epoch [26][980/1147] lr: 1.000e-02, eta: 1 day, 7:23:56, time: 1.317, data_time: 0.006, memory: 5812, loss_cls: 9.7290, loss: 9.7290, grad_norm: 6.0902 2020-10-24 04:56:21,921 - mmaction - INFO - Epoch [26][1000/1147] lr: 1.000e-02, eta: 1 day, 7:23:29, time: 1.320, data_time: 0.004, memory: 5812, loss_cls: 9.7839, loss: 9.7839, grad_norm: 6.0339 2020-10-24 04:56:47,377 - mmaction - INFO - Epoch [26][1020/1147] lr: 1.000e-02, eta: 1 day, 7:22:57, time: 1.276, data_time: 0.008, memory: 5812, loss_cls: 9.8102, loss: 9.8102, grad_norm: 6.1330 2020-10-24 04:57:13,273 - mmaction - INFO - Epoch [26][1040/1147] lr: 1.000e-02, eta: 1 day, 7:22:28, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 9.6207, loss: 9.6207, grad_norm: 5.9986 2020-10-24 04:57:39,691 - mmaction - INFO - Epoch [26][1060/1147] lr: 1.000e-02, eta: 1 day, 7:22:00, time: 1.319, data_time: 0.003, memory: 5812, loss_cls: 9.7246, loss: 9.7246, grad_norm: 6.0167 2020-10-24 04:58:05,221 - mmaction - INFO - Epoch [26][1080/1147] lr: 1.000e-02, eta: 1 day, 7:21:29, time: 1.280, data_time: 0.005, memory: 5812, loss_cls: 9.6400, loss: 9.6400, grad_norm: 6.0521 2020-10-24 04:58:31,221 - mmaction - INFO - Epoch [26][1100/1147] lr: 1.000e-02, eta: 1 day, 7:20:59, time: 1.290, data_time: 0.001, memory: 5812, loss_cls: 10.0133, loss: 10.0133, grad_norm: 5.9839 2020-10-24 04:58:57,113 - mmaction - INFO - Epoch [26][1120/1147] lr: 1.000e-02, eta: 1 day, 7:20:30, time: 1.300, data_time: 0.012, memory: 5812, loss_cls: 9.9098, loss: 9.9098, grad_norm: 6.0140 2020-10-24 04:59:23,261 - mmaction - INFO - Epoch [26][1140/1147] lr: 1.000e-02, eta: 1 day, 7:20:02, time: 1.312, data_time: 0.009, memory: 5812, loss_cls: 9.7188, loss: 9.7188, grad_norm: 5.9738 2020-10-24 05:00:14,965 - mmaction - INFO - Epoch [27][20/1147] lr: 1.000e-02, eta: 1 day, 7:19:59, time: 2.159, data_time: 1.274, memory: 5812, loss_cls: 9.7373, loss: 9.7373, grad_norm: 6.2313 2020-10-24 05:00:41,863 - mmaction - INFO - Epoch [27][40/1147] lr: 1.000e-02, eta: 1 day, 7:19:35, time: 1.350, data_time: 0.019, memory: 5812, loss_cls: 9.7432, loss: 9.7432, grad_norm: 6.1982 2020-10-24 05:01:08,445 - mmaction - INFO - Epoch [27][60/1147] lr: 1.000e-02, eta: 1 day, 7:19:08, time: 1.327, data_time: 0.002, memory: 5812, loss_cls: 9.6112, loss: 9.6112, grad_norm: 6.0230 2020-10-24 05:01:34,319 - mmaction - INFO - Epoch [27][80/1147] lr: 1.000e-02, eta: 1 day, 7:18:38, time: 1.296, data_time: 0.004, memory: 5812, loss_cls: 9.8076, loss: 9.8076, grad_norm: 6.0454 2020-10-24 05:02:00,326 - mmaction - INFO - Epoch [27][100/1147] lr: 1.000e-02, eta: 1 day, 7:18:08, time: 1.294, data_time: 0.002, memory: 5812, loss_cls: 9.5598, loss: 9.5598, grad_norm: 6.0870 2020-10-24 05:02:26,628 - mmaction - INFO - Epoch [27][120/1147] lr: 1.000e-02, eta: 1 day, 7:17:41, time: 1.318, data_time: 0.015, memory: 5812, loss_cls: 9.7608, loss: 9.7608, grad_norm: 6.1331 2020-10-24 05:02:52,653 - mmaction - INFO - Epoch [27][140/1147] lr: 1.000e-02, eta: 1 day, 7:17:12, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 9.8641, loss: 9.8641, grad_norm: 6.3579 2020-10-24 05:03:19,188 - mmaction - INFO - Epoch [27][160/1147] lr: 1.000e-02, eta: 1 day, 7:16:45, time: 1.329, data_time: 0.005, memory: 5812, loss_cls: 9.7537, loss: 9.7537, grad_norm: 6.1201 2020-10-24 05:03:45,327 - mmaction - INFO - Epoch [27][180/1147] lr: 1.000e-02, eta: 1 day, 7:16:15, time: 1.294, data_time: 0.003, memory: 5812, loss_cls: 9.8214, loss: 9.8214, grad_norm: 6.0955 2020-10-24 05:04:11,031 - mmaction - INFO - Epoch [27][200/1147] lr: 1.000e-02, eta: 1 day, 7:15:46, time: 1.298, data_time: 0.016, memory: 5812, loss_cls: 9.5446, loss: 9.5446, grad_norm: 5.9890 2020-10-24 05:04:37,324 - mmaction - INFO - Epoch [27][220/1147] lr: 1.000e-02, eta: 1 day, 7:15:18, time: 1.315, data_time: 0.002, memory: 5812, loss_cls: 9.5195, loss: 9.5195, grad_norm: 6.0339 2020-10-24 05:05:03,644 - mmaction - INFO - Epoch [27][240/1147] lr: 1.000e-02, eta: 1 day, 7:14:49, time: 1.303, data_time: 0.002, memory: 5812, loss_cls: 9.6759, loss: 9.6759, grad_norm: 6.0632 2020-10-24 05:05:29,300 - mmaction - INFO - Epoch [27][260/1147] lr: 1.000e-02, eta: 1 day, 7:14:19, time: 1.295, data_time: 0.016, memory: 5812, loss_cls: 9.8077, loss: 9.8077, grad_norm: 6.1333 2020-10-24 05:05:55,196 - mmaction - INFO - Epoch [27][280/1147] lr: 1.000e-02, eta: 1 day, 7:13:50, time: 1.295, data_time: 0.002, memory: 5812, loss_cls: 9.8769, loss: 9.8769, grad_norm: 6.1816 2020-10-24 05:06:21,692 - mmaction - INFO - Epoch [27][300/1147] lr: 1.000e-02, eta: 1 day, 7:13:23, time: 1.322, data_time: 0.002, memory: 5812, loss_cls: 9.8080, loss: 9.8080, grad_norm: 6.1256 2020-10-24 05:06:47,654 - mmaction - INFO - Epoch [27][320/1147] lr: 1.000e-02, eta: 1 day, 7:12:53, time: 1.300, data_time: 0.009, memory: 5812, loss_cls: 9.6924, loss: 9.6924, grad_norm: 6.1437 2020-10-24 05:07:14,165 - mmaction - INFO - Epoch [27][340/1147] lr: 1.000e-02, eta: 1 day, 7:12:26, time: 1.324, data_time: 0.004, memory: 5812, loss_cls: 9.6515, loss: 9.6515, grad_norm: 6.1409 2020-10-24 05:07:40,404 - mmaction - INFO - Epoch [27][360/1147] lr: 1.000e-02, eta: 1 day, 7:11:58, time: 1.312, data_time: 0.003, memory: 5812, loss_cls: 9.7068, loss: 9.7068, grad_norm: 6.1964 2020-10-24 05:08:06,180 - mmaction - INFO - Epoch [27][380/1147] lr: 1.000e-02, eta: 1 day, 7:11:28, time: 1.288, data_time: 0.004, memory: 5812, loss_cls: 9.8068, loss: 9.8068, grad_norm: 6.1948 2020-10-24 05:08:31,524 - mmaction - INFO - Epoch [27][400/1147] lr: 1.000e-02, eta: 1 day, 7:10:56, time: 1.267, data_time: 0.005, memory: 5812, loss_cls: 9.8340, loss: 9.8340, grad_norm: 6.1281 2020-10-24 05:08:56,890 - mmaction - INFO - Epoch [27][420/1147] lr: 1.000e-02, eta: 1 day, 7:10:24, time: 1.267, data_time: 0.006, memory: 5812, loss_cls: 9.8178, loss: 9.8178, grad_norm: 6.2129 2020-10-24 05:09:22,349 - mmaction - INFO - Epoch [27][440/1147] lr: 1.000e-02, eta: 1 day, 7:09:52, time: 1.276, data_time: 0.006, memory: 5812, loss_cls: 9.7569, loss: 9.7569, grad_norm: 6.0402 2020-10-24 05:09:49,466 - mmaction - INFO - Epoch [27][460/1147] lr: 1.000e-02, eta: 1 day, 7:09:28, time: 1.353, data_time: 0.007, memory: 5812, loss_cls: 9.7332, loss: 9.7332, grad_norm: 6.1732 2020-10-24 05:10:15,717 - mmaction - INFO - Epoch [27][480/1147] lr: 1.000e-02, eta: 1 day, 7:09:00, time: 1.313, data_time: 0.008, memory: 5812, loss_cls: 9.7639, loss: 9.7639, grad_norm: 6.2224 2020-10-24 05:10:41,766 - mmaction - INFO - Epoch [27][500/1147] lr: 1.000e-02, eta: 1 day, 7:08:31, time: 1.305, data_time: 0.005, memory: 5812, loss_cls: 9.4734, loss: 9.4734, grad_norm: 6.0884 2020-10-24 05:11:07,987 - mmaction - INFO - Epoch [27][520/1147] lr: 1.000e-02, eta: 1 day, 7:08:03, time: 1.311, data_time: 0.010, memory: 5812, loss_cls: 9.4316, loss: 9.4316, grad_norm: 5.9281 2020-10-24 05:11:34,060 - mmaction - INFO - Epoch [27][540/1147] lr: 1.000e-02, eta: 1 day, 7:07:34, time: 1.301, data_time: 0.003, memory: 5812, loss_cls: 9.6063, loss: 9.6063, grad_norm: 5.9812 2020-10-24 05:12:00,858 - mmaction - INFO - Epoch [27][560/1147] lr: 1.000e-02, eta: 1 day, 7:07:09, time: 1.339, data_time: 0.005, memory: 5812, loss_cls: 9.6850, loss: 9.6850, grad_norm: 6.0885 2020-10-24 05:12:26,784 - mmaction - INFO - Epoch [27][580/1147] lr: 1.000e-02, eta: 1 day, 7:06:39, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 9.7341, loss: 9.7341, grad_norm: 6.1077 2020-10-24 05:12:53,021 - mmaction - INFO - Epoch [27][600/1147] lr: 1.000e-02, eta: 1 day, 7:06:11, time: 1.313, data_time: 0.003, memory: 5812, loss_cls: 9.6107, loss: 9.6107, grad_norm: 6.0530 2020-10-24 05:13:19,572 - mmaction - INFO - Epoch [27][620/1147] lr: 1.000e-02, eta: 1 day, 7:05:45, time: 1.327, data_time: 0.003, memory: 5812, loss_cls: 9.5463, loss: 9.5463, grad_norm: 6.0976 2020-10-24 05:13:45,922 - mmaction - INFO - Epoch [27][640/1147] lr: 1.000e-02, eta: 1 day, 7:05:16, time: 1.308, data_time: 0.006, memory: 5812, loss_cls: 9.5018, loss: 9.5018, grad_norm: 6.1130 2020-10-24 05:14:11,657 - mmaction - INFO - Epoch [27][660/1147] lr: 1.000e-02, eta: 1 day, 7:04:47, time: 1.297, data_time: 0.012, memory: 5812, loss_cls: 9.7836, loss: 9.7836, grad_norm: 6.1472 2020-10-24 05:14:37,950 - mmaction - INFO - Epoch [27][680/1147] lr: 1.000e-02, eta: 1 day, 7:04:19, time: 1.312, data_time: 0.002, memory: 5812, loss_cls: 9.6413, loss: 9.6413, grad_norm: 6.1476 2020-10-24 05:15:03,092 - mmaction - INFO - Epoch [27][700/1147] lr: 1.000e-02, eta: 1 day, 7:03:46, time: 1.258, data_time: 0.005, memory: 5812, loss_cls: 9.6297, loss: 9.6297, grad_norm: 6.0422 2020-10-24 05:15:29,980 - mmaction - INFO - Epoch [27][720/1147] lr: 1.000e-02, eta: 1 day, 7:03:20, time: 1.338, data_time: 0.005, memory: 5812, loss_cls: 9.9545, loss: 9.9545, grad_norm: 6.0916 2020-10-24 05:15:55,910 - mmaction - INFO - Epoch [27][740/1147] lr: 1.000e-02, eta: 1 day, 7:02:51, time: 1.299, data_time: 0.011, memory: 5812, loss_cls: 9.5915, loss: 9.5915, grad_norm: 5.9386 2020-10-24 05:16:21,681 - mmaction - INFO - Epoch [27][760/1147] lr: 1.000e-02, eta: 1 day, 7:02:21, time: 1.291, data_time: 0.007, memory: 5812, loss_cls: 9.7037, loss: 9.7037, grad_norm: 6.0720 2020-10-24 05:16:47,671 - mmaction - INFO - Epoch [27][780/1147] lr: 1.000e-02, eta: 1 day, 7:01:52, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 9.6332, loss: 9.6332, grad_norm: 5.9919 2020-10-24 05:17:13,431 - mmaction - INFO - Epoch [27][800/1147] lr: 1.000e-02, eta: 1 day, 7:01:22, time: 1.285, data_time: 0.001, memory: 5812, loss_cls: 9.6153, loss: 9.6153, grad_norm: 6.0053 2020-10-24 05:17:39,291 - mmaction - INFO - Epoch [27][820/1147] lr: 1.000e-02, eta: 1 day, 7:00:53, time: 1.295, data_time: 0.008, memory: 5812, loss_cls: 9.8429, loss: 9.8429, grad_norm: 6.1454 2020-10-24 05:18:05,812 - mmaction - INFO - Epoch [27][840/1147] lr: 1.000e-02, eta: 1 day, 7:00:26, time: 1.327, data_time: 0.003, memory: 5812, loss_cls: 9.6672, loss: 9.6672, grad_norm: 6.1132 2020-10-24 05:18:31,937 - mmaction - INFO - Epoch [27][860/1147] lr: 1.000e-02, eta: 1 day, 6:59:57, time: 1.300, data_time: 0.002, memory: 5812, loss_cls: 9.7092, loss: 9.7092, grad_norm: 5.9944 2020-10-24 05:18:58,431 - mmaction - INFO - Epoch [27][880/1147] lr: 1.000e-02, eta: 1 day, 6:59:31, time: 1.331, data_time: 0.010, memory: 5812, loss_cls: 9.4791, loss: 9.4791, grad_norm: 5.9468 2020-10-24 05:19:24,059 - mmaction - INFO - Epoch [27][900/1147] lr: 1.000e-02, eta: 1 day, 6:58:59, time: 1.275, data_time: 0.003, memory: 5812, loss_cls: 9.6951, loss: 9.6951, grad_norm: 6.1423 2020-10-24 05:19:50,720 - mmaction - INFO - Epoch [27][920/1147] lr: 1.000e-02, eta: 1 day, 6:58:33, time: 1.335, data_time: 0.009, memory: 5812, loss_cls: 9.5453, loss: 9.5453, grad_norm: 6.0334 2020-10-24 05:20:17,202 - mmaction - INFO - Epoch [27][940/1147] lr: 1.000e-02, eta: 1 day, 6:58:06, time: 1.323, data_time: 0.006, memory: 5812, loss_cls: 9.6907, loss: 9.6907, grad_norm: 6.1237 2020-10-24 05:20:43,271 - mmaction - INFO - Epoch [27][960/1147] lr: 1.000e-02, eta: 1 day, 6:57:38, time: 1.308, data_time: 0.006, memory: 5812, loss_cls: 9.8235, loss: 9.8235, grad_norm: 6.1024 2020-10-24 05:21:09,124 - mmaction - INFO - Epoch [27][980/1147] lr: 1.000e-02, eta: 1 day, 6:57:08, time: 1.289, data_time: 0.005, memory: 5812, loss_cls: 9.7324, loss: 9.7324, grad_norm: 6.1025 2020-10-24 05:21:35,240 - mmaction - INFO - Epoch [27][1000/1147] lr: 1.000e-02, eta: 1 day, 6:56:39, time: 1.304, data_time: 0.007, memory: 5812, loss_cls: 9.4950, loss: 9.4950, grad_norm: 5.9310 2020-10-24 05:22:01,747 - mmaction - INFO - Epoch [27][1020/1147] lr: 1.000e-02, eta: 1 day, 6:56:13, time: 1.328, data_time: 0.007, memory: 5812, loss_cls: 9.9442, loss: 9.9442, grad_norm: 6.0375 2020-10-24 05:22:27,900 - mmaction - INFO - Epoch [27][1040/1147] lr: 1.000e-02, eta: 1 day, 6:55:45, time: 1.310, data_time: 0.005, memory: 5812, loss_cls: 9.7046, loss: 9.7046, grad_norm: 6.0311 2020-10-24 05:22:53,718 - mmaction - INFO - Epoch [27][1060/1147] lr: 1.000e-02, eta: 1 day, 6:55:15, time: 1.289, data_time: 0.001, memory: 5812, loss_cls: 9.7479, loss: 9.7479, grad_norm: 6.0255 2020-10-24 05:23:20,023 - mmaction - INFO - Epoch [27][1080/1147] lr: 1.000e-02, eta: 1 day, 6:54:47, time: 1.311, data_time: 0.004, memory: 5812, loss_cls: 9.7676, loss: 9.7676, grad_norm: 6.0915 2020-10-24 05:23:46,537 - mmaction - INFO - Epoch [27][1100/1147] lr: 1.000e-02, eta: 1 day, 6:54:20, time: 1.330, data_time: 0.009, memory: 5812, loss_cls: 9.8845, loss: 9.8845, grad_norm: 6.0383 2020-10-24 05:24:12,417 - mmaction - INFO - Epoch [27][1120/1147] lr: 1.000e-02, eta: 1 day, 6:53:51, time: 1.292, data_time: 0.003, memory: 5812, loss_cls: 9.6576, loss: 9.6576, grad_norm: 6.0018 2020-10-24 05:24:38,484 - mmaction - INFO - Epoch [27][1140/1147] lr: 1.000e-02, eta: 1 day, 6:53:22, time: 1.306, data_time: 0.009, memory: 5812, loss_cls: 9.8355, loss: 9.8355, grad_norm: 6.1199 2020-10-24 05:25:29,386 - mmaction - INFO - Epoch [28][20/1147] lr: 1.000e-02, eta: 1 day, 6:53:16, time: 2.138, data_time: 1.081, memory: 5812, loss_cls: 9.6777, loss: 9.6777, grad_norm: 6.1591 2020-10-24 05:25:55,807 - mmaction - INFO - Epoch [28][40/1147] lr: 1.000e-02, eta: 1 day, 6:52:49, time: 1.317, data_time: 0.091, memory: 5812, loss_cls: 9.5657, loss: 9.5657, grad_norm: 6.0550 2020-10-24 05:26:22,809 - mmaction - INFO - Epoch [28][60/1147] lr: 1.000e-02, eta: 1 day, 6:52:24, time: 1.354, data_time: 0.009, memory: 5812, loss_cls: 9.6679, loss: 9.6679, grad_norm: 6.0577 2020-10-24 05:26:49,533 - mmaction - INFO - Epoch [28][80/1147] lr: 1.000e-02, eta: 1 day, 6:51:58, time: 1.336, data_time: 0.003, memory: 5812, loss_cls: 9.7038, loss: 9.7038, grad_norm: 6.1016 2020-10-24 05:27:16,749 - mmaction - INFO - Epoch [28][100/1147] lr: 1.000e-02, eta: 1 day, 6:51:34, time: 1.357, data_time: 0.005, memory: 5812, loss_cls: 9.2760, loss: 9.2760, grad_norm: 6.1561 2020-10-24 05:27:43,411 - mmaction - INFO - Epoch [28][120/1147] lr: 1.000e-02, eta: 1 day, 6:51:08, time: 1.337, data_time: 0.007, memory: 5812, loss_cls: 9.5920, loss: 9.5920, grad_norm: 6.1622 2020-10-24 05:28:09,572 - mmaction - INFO - Epoch [28][140/1147] lr: 1.000e-02, eta: 1 day, 6:50:40, time: 1.309, data_time: 0.003, memory: 5812, loss_cls: 9.6283, loss: 9.6283, grad_norm: 6.2368 2020-10-24 05:28:36,406 - mmaction - INFO - Epoch [28][160/1147] lr: 1.000e-02, eta: 1 day, 6:50:15, time: 1.342, data_time: 0.001, memory: 5812, loss_cls: 9.4557, loss: 9.4557, grad_norm: 6.0532 2020-10-24 05:29:02,531 - mmaction - INFO - Epoch [28][180/1147] lr: 1.000e-02, eta: 1 day, 6:49:46, time: 1.305, data_time: 0.001, memory: 5812, loss_cls: 9.8504, loss: 9.8504, grad_norm: 6.1444 2020-10-24 05:29:28,200 - mmaction - INFO - Epoch [28][200/1147] lr: 1.000e-02, eta: 1 day, 6:49:15, time: 1.277, data_time: 0.003, memory: 5812, loss_cls: 9.5454, loss: 9.5454, grad_norm: 6.2049 2020-10-24 05:29:54,503 - mmaction - INFO - Epoch [28][220/1147] lr: 1.000e-02, eta: 1 day, 6:48:48, time: 1.321, data_time: 0.008, memory: 5812, loss_cls: 9.5021, loss: 9.5021, grad_norm: 6.1585 2020-10-24 05:30:20,831 - mmaction - INFO - Epoch [28][240/1147] lr: 1.000e-02, eta: 1 day, 6:48:20, time: 1.314, data_time: 0.001, memory: 5812, loss_cls: 9.8529, loss: 9.8529, grad_norm: 6.1833 2020-10-24 05:30:47,514 - mmaction - INFO - Epoch [28][260/1147] lr: 1.000e-02, eta: 1 day, 6:47:54, time: 1.335, data_time: 0.004, memory: 5812, loss_cls: 9.7210, loss: 9.7210, grad_norm: 6.0731 2020-10-24 05:31:13,527 - mmaction - INFO - Epoch [28][280/1147] lr: 1.000e-02, eta: 1 day, 6:47:25, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 9.5635, loss: 9.5635, grad_norm: 6.1163 2020-10-24 05:31:39,903 - mmaction - INFO - Epoch [28][300/1147] lr: 1.000e-02, eta: 1 day, 6:46:58, time: 1.319, data_time: 0.004, memory: 5812, loss_cls: 9.6878, loss: 9.6878, grad_norm: 6.0351 2020-10-24 05:32:05,200 - mmaction - INFO - Epoch [28][320/1147] lr: 1.000e-02, eta: 1 day, 6:46:26, time: 1.263, data_time: 0.006, memory: 5812, loss_cls: 9.7578, loss: 9.7578, grad_norm: 6.1933 2020-10-24 05:32:30,881 - mmaction - INFO - Epoch [28][340/1147] lr: 1.000e-02, eta: 1 day, 6:45:56, time: 1.287, data_time: 0.123, memory: 5812, loss_cls: 9.6679, loss: 9.6679, grad_norm: 5.9573 2020-10-24 05:32:56,646 - mmaction - INFO - Epoch [28][360/1147] lr: 1.000e-02, eta: 1 day, 6:45:26, time: 1.286, data_time: 0.151, memory: 5812, loss_cls: 9.6997, loss: 9.6997, grad_norm: 6.0353 2020-10-24 05:33:22,515 - mmaction - INFO - Epoch [28][380/1147] lr: 1.000e-02, eta: 1 day, 6:44:56, time: 1.290, data_time: 0.114, memory: 5812, loss_cls: 9.4779, loss: 9.4779, grad_norm: 6.0124 2020-10-24 05:33:47,938 - mmaction - INFO - Epoch [28][400/1147] lr: 1.000e-02, eta: 1 day, 6:44:25, time: 1.272, data_time: 0.022, memory: 5812, loss_cls: 9.6627, loss: 9.6627, grad_norm: 6.2009 2020-10-24 05:34:13,311 - mmaction - INFO - Epoch [28][420/1147] lr: 1.000e-02, eta: 1 day, 6:43:53, time: 1.269, data_time: 0.040, memory: 5812, loss_cls: 9.4826, loss: 9.4826, grad_norm: 6.3679 2020-10-24 05:34:39,345 - mmaction - INFO - Epoch [28][440/1147] lr: 1.000e-02, eta: 1 day, 6:43:25, time: 1.306, data_time: 0.154, memory: 5812, loss_cls: 9.5590, loss: 9.5590, grad_norm: 6.0202 2020-10-24 05:35:04,829 - mmaction - INFO - Epoch [28][460/1147] lr: 1.000e-02, eta: 1 day, 6:42:54, time: 1.274, data_time: 0.375, memory: 5812, loss_cls: 9.6622, loss: 9.6622, grad_norm: 6.1110 2020-10-24 05:35:30,803 - mmaction - INFO - Epoch [28][480/1147] lr: 1.000e-02, eta: 1 day, 6:42:25, time: 1.294, data_time: 0.492, memory: 5812, loss_cls: 9.6544, loss: 9.6544, grad_norm: 6.2063 2020-10-24 05:35:56,041 - mmaction - INFO - Epoch [28][500/1147] lr: 1.000e-02, eta: 1 day, 6:41:53, time: 1.266, data_time: 0.618, memory: 5812, loss_cls: 9.6778, loss: 9.6778, grad_norm: 6.0611 2020-10-24 05:36:21,652 - mmaction - INFO - Epoch [28][520/1147] lr: 1.000e-02, eta: 1 day, 6:41:22, time: 1.275, data_time: 0.631, memory: 5812, loss_cls: 9.5464, loss: 9.5464, grad_norm: 6.0497 2020-10-24 05:36:47,192 - mmaction - INFO - Epoch [28][540/1147] lr: 1.000e-02, eta: 1 day, 6:40:51, time: 1.280, data_time: 0.615, memory: 5812, loss_cls: 9.9475, loss: 9.9475, grad_norm: 6.1103 2020-10-24 05:37:12,879 - mmaction - INFO - Epoch [28][560/1147] lr: 1.000e-02, eta: 1 day, 6:40:21, time: 1.282, data_time: 0.497, memory: 5812, loss_cls: 9.4342, loss: 9.4342, grad_norm: 5.9030 2020-10-24 05:37:37,958 - mmaction - INFO - Epoch [28][580/1147] lr: 1.000e-02, eta: 1 day, 6:39:49, time: 1.258, data_time: 0.377, memory: 5812, loss_cls: 9.5104, loss: 9.5104, grad_norm: 5.9725 2020-10-24 05:38:03,872 - mmaction - INFO - Epoch [28][600/1147] lr: 1.000e-02, eta: 1 day, 6:39:19, time: 1.294, data_time: 0.518, memory: 5812, loss_cls: 9.6515, loss: 9.6515, grad_norm: 5.9778 2020-10-24 05:38:29,093 - mmaction - INFO - Epoch [28][620/1147] lr: 1.000e-02, eta: 1 day, 6:38:48, time: 1.264, data_time: 0.469, memory: 5812, loss_cls: 9.7572, loss: 9.7572, grad_norm: 6.0664 2020-10-24 05:38:54,533 - mmaction - INFO - Epoch [28][640/1147] lr: 1.000e-02, eta: 1 day, 6:38:16, time: 1.271, data_time: 0.394, memory: 5812, loss_cls: 9.7090, loss: 9.7090, grad_norm: 6.0993 2020-10-24 05:39:20,550 - mmaction - INFO - Epoch [28][660/1147] lr: 1.000e-02, eta: 1 day, 6:37:47, time: 1.296, data_time: 0.495, memory: 5812, loss_cls: 9.6643, loss: 9.6643, grad_norm: 6.0912 2020-10-24 05:39:46,922 - mmaction - INFO - Epoch [28][680/1147] lr: 1.000e-02, eta: 1 day, 6:37:20, time: 1.319, data_time: 0.602, memory: 5812, loss_cls: 9.4997, loss: 9.4997, grad_norm: 6.0253 2020-10-24 05:40:12,649 - mmaction - INFO - Epoch [28][700/1147] lr: 1.000e-02, eta: 1 day, 6:36:51, time: 1.291, data_time: 0.671, memory: 5812, loss_cls: 9.4335, loss: 9.4335, grad_norm: 6.0249 2020-10-24 05:40:37,498 - mmaction - INFO - Epoch [28][720/1147] lr: 1.000e-02, eta: 1 day, 6:36:17, time: 1.243, data_time: 0.573, memory: 5812, loss_cls: 9.6888, loss: 9.6888, grad_norm: 6.1095 2020-10-24 05:41:02,654 - mmaction - INFO - Epoch [28][740/1147] lr: 1.000e-02, eta: 1 day, 6:35:45, time: 1.255, data_time: 0.523, memory: 5812, loss_cls: 9.7192, loss: 9.7192, grad_norm: 6.0464 2020-10-24 05:41:28,355 - mmaction - INFO - Epoch [28][760/1147] lr: 1.000e-02, eta: 1 day, 6:35:15, time: 1.287, data_time: 0.687, memory: 5812, loss_cls: 9.8372, loss: 9.8372, grad_norm: 5.9861 2020-10-24 05:41:53,924 - mmaction - INFO - Epoch [28][780/1147] lr: 1.000e-02, eta: 1 day, 6:34:44, time: 1.278, data_time: 0.645, memory: 5812, loss_cls: 9.4984, loss: 9.4984, grad_norm: 6.0729 2020-10-24 05:42:19,378 - mmaction - INFO - Epoch [28][800/1147] lr: 1.000e-02, eta: 1 day, 6:34:13, time: 1.273, data_time: 0.632, memory: 5812, loss_cls: 9.7135, loss: 9.7135, grad_norm: 6.4053 2020-10-24 05:42:44,403 - mmaction - INFO - Epoch [28][820/1147] lr: 1.000e-02, eta: 1 day, 6:33:40, time: 1.249, data_time: 0.627, memory: 5812, loss_cls: 9.8051, loss: 9.8051, grad_norm: 6.2019 2020-10-24 05:43:09,714 - mmaction - INFO - Epoch [28][840/1147] lr: 1.000e-02, eta: 1 day, 6:33:09, time: 1.265, data_time: 0.665, memory: 5812, loss_cls: 9.7612, loss: 9.7612, grad_norm: 6.0021 2020-10-24 05:43:35,551 - mmaction - INFO - Epoch [28][860/1147] lr: 1.000e-02, eta: 1 day, 6:32:40, time: 1.296, data_time: 0.579, memory: 5812, loss_cls: 9.7799, loss: 9.7799, grad_norm: 5.9669 2020-10-24 05:44:02,267 - mmaction - INFO - Epoch [28][880/1147] lr: 1.000e-02, eta: 1 day, 6:32:14, time: 1.334, data_time: 0.389, memory: 5812, loss_cls: 9.4148, loss: 9.4148, grad_norm: 5.9528 2020-10-24 05:44:27,570 - mmaction - INFO - Epoch [28][900/1147] lr: 1.000e-02, eta: 1 day, 6:31:42, time: 1.262, data_time: 0.063, memory: 5812, loss_cls: 9.7014, loss: 9.7014, grad_norm: 6.0309 2020-10-24 05:44:52,800 - mmaction - INFO - Epoch [28][920/1147] lr: 1.000e-02, eta: 1 day, 6:31:10, time: 1.267, data_time: 0.007, memory: 5812, loss_cls: 9.4845, loss: 9.4845, grad_norm: 6.1267 2020-10-24 05:45:18,603 - mmaction - INFO - Epoch [28][940/1147] lr: 1.000e-02, eta: 1 day, 6:30:41, time: 1.290, data_time: 0.001, memory: 5812, loss_cls: 9.6905, loss: 9.6905, grad_norm: 6.0873 2020-10-24 05:45:44,223 - mmaction - INFO - Epoch [28][960/1147] lr: 1.000e-02, eta: 1 day, 6:30:11, time: 1.281, data_time: 0.002, memory: 5812, loss_cls: 9.6216, loss: 9.6216, grad_norm: 6.0119 2020-10-24 05:46:09,482 - mmaction - INFO - Epoch [28][980/1147] lr: 1.000e-02, eta: 1 day, 6:29:39, time: 1.261, data_time: 0.001, memory: 5812, loss_cls: 9.9200, loss: 9.9200, grad_norm: 6.0732 2020-10-24 05:46:35,076 - mmaction - INFO - Epoch [28][1000/1147] lr: 1.000e-02, eta: 1 day, 6:29:09, time: 1.280, data_time: 0.003, memory: 5812, loss_cls: 9.8107, loss: 9.8107, grad_norm: 5.9398 2020-10-24 05:46:59,664 - mmaction - INFO - Epoch [28][1020/1147] lr: 1.000e-02, eta: 1 day, 6:28:34, time: 1.226, data_time: 0.003, memory: 5812, loss_cls: 9.6289, loss: 9.6289, grad_norm: 6.0910 2020-10-24 05:47:24,925 - mmaction - INFO - Epoch [28][1040/1147] lr: 1.000e-02, eta: 1 day, 6:28:03, time: 1.267, data_time: 0.005, memory: 5812, loss_cls: 9.6541, loss: 9.6541, grad_norm: 6.0601 2020-10-24 05:47:50,098 - mmaction - INFO - Epoch [28][1060/1147] lr: 1.000e-02, eta: 1 day, 6:27:30, time: 1.257, data_time: 0.003, memory: 5812, loss_cls: 9.7896, loss: 9.7896, grad_norm: 6.0233 2020-10-24 05:48:15,062 - mmaction - INFO - Epoch [28][1080/1147] lr: 1.000e-02, eta: 1 day, 6:26:57, time: 1.243, data_time: 0.005, memory: 5812, loss_cls: 9.6643, loss: 9.6643, grad_norm: 6.0234 2020-10-24 05:48:40,615 - mmaction - INFO - Epoch [28][1100/1147] lr: 1.000e-02, eta: 1 day, 6:26:27, time: 1.280, data_time: 0.017, memory: 5812, loss_cls: 9.8392, loss: 9.8392, grad_norm: 6.1317 2020-10-24 05:49:06,154 - mmaction - INFO - Epoch [28][1120/1147] lr: 1.000e-02, eta: 1 day, 6:25:56, time: 1.275, data_time: 0.008, memory: 5812, loss_cls: 9.6173, loss: 9.6173, grad_norm: 5.9956 2020-10-24 05:49:30,978 - mmaction - INFO - Epoch [28][1140/1147] lr: 1.000e-02, eta: 1 day, 6:25:23, time: 1.245, data_time: 0.010, memory: 5812, loss_cls: 9.7967, loss: 9.7967, grad_norm: 6.0965 2020-10-24 05:50:26,513 - mmaction - INFO - Epoch [29][20/1147] lr: 1.000e-02, eta: 1 day, 6:25:25, time: 2.264, data_time: 1.298, memory: 5812, loss_cls: 9.5097, loss: 9.5097, grad_norm: 6.0478 2020-10-24 05:50:53,654 - mmaction - INFO - Epoch [29][40/1147] lr: 1.000e-02, eta: 1 day, 6:25:01, time: 1.355, data_time: 0.002, memory: 5812, loss_cls: 9.4451, loss: 9.4451, grad_norm: 6.0395 2020-10-24 05:51:19,314 - mmaction - INFO - Epoch [29][60/1147] lr: 1.000e-02, eta: 1 day, 6:24:31, time: 1.279, data_time: 0.003, memory: 5812, loss_cls: 9.5662, loss: 9.5662, grad_norm: 6.1011 2020-10-24 05:51:45,012 - mmaction - INFO - Epoch [29][80/1147] lr: 1.000e-02, eta: 1 day, 6:24:01, time: 1.288, data_time: 0.011, memory: 5812, loss_cls: 9.4862, loss: 9.4862, grad_norm: 6.1411 2020-10-24 05:52:11,532 - mmaction - INFO - Epoch [29][100/1147] lr: 1.000e-02, eta: 1 day, 6:23:34, time: 1.322, data_time: 0.005, memory: 5812, loss_cls: 9.6262, loss: 9.6262, grad_norm: 6.1513 2020-10-24 05:52:37,571 - mmaction - INFO - Epoch [29][120/1147] lr: 1.000e-02, eta: 1 day, 6:23:06, time: 1.306, data_time: 0.008, memory: 5812, loss_cls: 9.7026, loss: 9.7026, grad_norm: 6.1293 2020-10-24 05:53:04,279 - mmaction - INFO - Epoch [29][140/1147] lr: 1.000e-02, eta: 1 day, 6:22:40, time: 1.329, data_time: 0.006, memory: 5812, loss_cls: 9.6610, loss: 9.6610, grad_norm: 6.1138 2020-10-24 05:53:30,456 - mmaction - INFO - Epoch [29][160/1147] lr: 1.000e-02, eta: 1 day, 6:22:13, time: 1.316, data_time: 0.011, memory: 5812, loss_cls: 9.4570, loss: 9.4570, grad_norm: 6.1014 2020-10-24 05:53:56,733 - mmaction - INFO - Epoch [29][180/1147] lr: 1.000e-02, eta: 1 day, 6:21:45, time: 1.315, data_time: 0.007, memory: 5812, loss_cls: 9.7875, loss: 9.7875, grad_norm: 6.1173 2020-10-24 05:54:23,487 - mmaction - INFO - Epoch [29][200/1147] lr: 1.000e-02, eta: 1 day, 6:21:19, time: 1.328, data_time: 0.002, memory: 5812, loss_cls: 9.5689, loss: 9.5689, grad_norm: 6.1798 2020-10-24 05:54:49,511 - mmaction - INFO - Epoch [29][220/1147] lr: 1.000e-02, eta: 1 day, 6:20:51, time: 1.309, data_time: 0.012, memory: 5812, loss_cls: 9.4851, loss: 9.4851, grad_norm: 6.0631 2020-10-24 05:55:15,719 - mmaction - INFO - Epoch [29][240/1147] lr: 1.000e-02, eta: 1 day, 6:20:22, time: 1.303, data_time: 0.005, memory: 5812, loss_cls: 9.5849, loss: 9.5849, grad_norm: 6.0760 2020-10-24 05:55:41,559 - mmaction - INFO - Epoch [29][260/1147] lr: 1.000e-02, eta: 1 day, 6:19:54, time: 1.302, data_time: 0.012, memory: 5812, loss_cls: 9.5291, loss: 9.5291, grad_norm: 6.0520 2020-10-24 05:56:08,077 - mmaction - INFO - Epoch [29][280/1147] lr: 1.000e-02, eta: 1 day, 6:19:27, time: 1.326, data_time: 0.003, memory: 5812, loss_cls: 9.5171, loss: 9.5171, grad_norm: 6.2083 2020-10-24 05:56:34,486 - mmaction - INFO - Epoch [29][300/1147] lr: 1.000e-02, eta: 1 day, 6:18:59, time: 1.307, data_time: 0.005, memory: 5812, loss_cls: 9.6833, loss: 9.6833, grad_norm: 6.1863 2020-10-24 05:57:00,588 - mmaction - INFO - Epoch [29][320/1147] lr: 1.000e-02, eta: 1 day, 6:18:32, time: 1.317, data_time: 0.015, memory: 5812, loss_cls: 9.4431, loss: 9.4431, grad_norm: 6.1232 2020-10-24 05:57:26,438 - mmaction - INFO - Epoch [29][340/1147] lr: 1.000e-02, eta: 1 day, 6:18:03, time: 1.292, data_time: 0.004, memory: 5812, loss_cls: 9.5365, loss: 9.5365, grad_norm: 6.0656 2020-10-24 05:57:52,554 - mmaction - INFO - Epoch [29][360/1147] lr: 1.000e-02, eta: 1 day, 6:17:34, time: 1.296, data_time: 0.002, memory: 5812, loss_cls: 9.7380, loss: 9.7380, grad_norm: 5.9915 2020-10-24 05:58:18,361 - mmaction - INFO - Epoch [29][380/1147] lr: 1.000e-02, eta: 1 day, 6:17:05, time: 1.298, data_time: 0.012, memory: 5812, loss_cls: 9.6044, loss: 9.6044, grad_norm: 6.0414 2020-10-24 05:58:44,141 - mmaction - INFO - Epoch [29][400/1147] lr: 1.000e-02, eta: 1 day, 6:16:36, time: 1.292, data_time: 0.004, memory: 5812, loss_cls: 9.5407, loss: 9.5407, grad_norm: 6.1913 2020-10-24 05:59:10,046 - mmaction - INFO - Epoch [29][420/1147] lr: 1.000e-02, eta: 1 day, 6:16:06, time: 1.287, data_time: 0.002, memory: 5812, loss_cls: 9.6023, loss: 9.6023, grad_norm: 6.0825 2020-10-24 05:59:35,839 - mmaction - INFO - Epoch [29][440/1147] lr: 1.000e-02, eta: 1 day, 6:15:37, time: 1.292, data_time: 0.010, memory: 5812, loss_cls: 9.5987, loss: 9.5987, grad_norm: 6.2260 2020-10-24 06:00:02,285 - mmaction - INFO - Epoch [29][460/1147] lr: 1.000e-02, eta: 1 day, 6:15:11, time: 1.328, data_time: 0.007, memory: 5812, loss_cls: 9.5494, loss: 9.5494, grad_norm: 6.1775 2020-10-24 06:00:28,316 - mmaction - INFO - Epoch [29][480/1147] lr: 1.000e-02, eta: 1 day, 6:14:42, time: 1.301, data_time: 0.006, memory: 5812, loss_cls: 9.8478, loss: 9.8478, grad_norm: 6.2277 2020-10-24 06:01:01,094 - mmaction - INFO - Epoch [29][500/1147] lr: 1.000e-02, eta: 1 day, 6:14:40, time: 1.637, data_time: 0.255, memory: 5812, loss_cls: 9.5261, loss: 9.5261, grad_norm: 5.9673 2020-10-24 06:01:29,834 - mmaction - INFO - Epoch [29][520/1147] lr: 1.000e-02, eta: 1 day, 6:14:22, time: 1.438, data_time: 0.527, memory: 5812, loss_cls: 9.5912, loss: 9.5912, grad_norm: 6.2009 2020-10-24 06:01:57,752 - mmaction - INFO - Epoch [29][540/1147] lr: 1.000e-02, eta: 1 day, 6:14:01, time: 1.397, data_time: 0.038, memory: 5812, loss_cls: 9.6904, loss: 9.6904, grad_norm: 6.2665 2020-10-24 06:02:24,268 - mmaction - INFO - Epoch [29][560/1147] lr: 1.000e-02, eta: 1 day, 6:13:34, time: 1.325, data_time: 0.001, memory: 5812, loss_cls: 9.7581, loss: 9.7581, grad_norm: 6.0293 2020-10-24 06:02:50,046 - mmaction - INFO - Epoch [29][580/1147] lr: 1.000e-02, eta: 1 day, 6:13:05, time: 1.288, data_time: 0.002, memory: 5812, loss_cls: 9.5847, loss: 9.5847, grad_norm: 6.0047 2020-10-24 06:03:16,450 - mmaction - INFO - Epoch [29][600/1147] lr: 1.000e-02, eta: 1 day, 6:12:37, time: 1.314, data_time: 0.002, memory: 5812, loss_cls: 9.7402, loss: 9.7402, grad_norm: 6.0910 2020-10-24 06:03:42,858 - mmaction - INFO - Epoch [29][620/1147] lr: 1.000e-02, eta: 1 day, 6:12:11, time: 1.328, data_time: 0.009, memory: 5812, loss_cls: 9.6502, loss: 9.6502, grad_norm: 6.0895 2020-10-24 06:04:08,738 - mmaction - INFO - Epoch [29][640/1147] lr: 1.000e-02, eta: 1 day, 6:11:42, time: 1.291, data_time: 0.001, memory: 5812, loss_cls: 9.5124, loss: 9.5124, grad_norm: 6.0902 2020-10-24 06:04:34,998 - mmaction - INFO - Epoch [29][660/1147] lr: 1.000e-02, eta: 1 day, 6:11:14, time: 1.312, data_time: 0.006, memory: 5812, loss_cls: 9.5897, loss: 9.5897, grad_norm: 6.1376 2020-10-24 06:05:01,364 - mmaction - INFO - Epoch [29][680/1147] lr: 1.000e-02, eta: 1 day, 6:10:46, time: 1.310, data_time: 0.011, memory: 5812, loss_cls: 9.6190, loss: 9.6190, grad_norm: 6.1135 2020-10-24 06:05:27,513 - mmaction - INFO - Epoch [29][700/1147] lr: 1.000e-02, eta: 1 day, 6:10:19, time: 1.314, data_time: 0.014, memory: 5812, loss_cls: 9.6761, loss: 9.6761, grad_norm: 6.1085 2020-10-24 06:05:53,447 - mmaction - INFO - Epoch [29][720/1147] lr: 1.000e-02, eta: 1 day, 6:09:50, time: 1.299, data_time: 0.008, memory: 5812, loss_cls: 9.4948, loss: 9.4948, grad_norm: 6.0237 2020-10-24 06:06:19,664 - mmaction - INFO - Epoch [29][740/1147] lr: 1.000e-02, eta: 1 day, 6:09:22, time: 1.306, data_time: 0.007, memory: 5812, loss_cls: 9.8513, loss: 9.8513, grad_norm: 6.0873 2020-10-24 06:06:45,622 - mmaction - INFO - Epoch [29][760/1147] lr: 1.000e-02, eta: 1 day, 6:08:53, time: 1.296, data_time: 0.011, memory: 5812, loss_cls: 9.5556, loss: 9.5556, grad_norm: 6.0202 2020-10-24 06:07:11,435 - mmaction - INFO - Epoch [29][780/1147] lr: 1.000e-02, eta: 1 day, 6:08:24, time: 1.295, data_time: 0.013, memory: 5812, loss_cls: 9.5096, loss: 9.5096, grad_norm: 6.0016 2020-10-24 06:07:38,061 - mmaction - INFO - Epoch [29][800/1147] lr: 1.000e-02, eta: 1 day, 6:07:58, time: 1.331, data_time: 0.010, memory: 5812, loss_cls: 9.7696, loss: 9.7696, grad_norm: 6.0526 2020-10-24 06:08:04,266 - mmaction - INFO - Epoch [29][820/1147] lr: 1.000e-02, eta: 1 day, 6:07:31, time: 1.316, data_time: 0.009, memory: 5812, loss_cls: 9.6588, loss: 9.6588, grad_norm: 6.0351 2020-10-24 06:08:30,568 - mmaction - INFO - Epoch [29][840/1147] lr: 1.000e-02, eta: 1 day, 6:07:03, time: 1.310, data_time: 0.002, memory: 5812, loss_cls: 9.3980, loss: 9.3980, grad_norm: 6.0596 2020-10-24 06:08:57,225 - mmaction - INFO - Epoch [29][860/1147] lr: 1.000e-02, eta: 1 day, 6:06:37, time: 1.329, data_time: 0.008, memory: 5812, loss_cls: 9.7420, loss: 9.7420, grad_norm: 6.2286 2020-10-24 06:09:23,452 - mmaction - INFO - Epoch [29][880/1147] lr: 1.000e-02, eta: 1 day, 6:06:09, time: 1.317, data_time: 0.016, memory: 5812, loss_cls: 9.6829, loss: 9.6829, grad_norm: 6.0063 2020-10-24 06:09:49,232 - mmaction - INFO - Epoch [29][900/1147] lr: 1.000e-02, eta: 1 day, 6:05:39, time: 1.282, data_time: 0.008, memory: 5812, loss_cls: 9.3872, loss: 9.3872, grad_norm: 5.9597 2020-10-24 06:10:15,656 - mmaction - INFO - Epoch [29][920/1147] lr: 1.000e-02, eta: 1 day, 6:05:13, time: 1.326, data_time: 0.013, memory: 5812, loss_cls: 9.5736, loss: 9.5736, grad_norm: 6.0222 2020-10-24 06:10:41,615 - mmaction - INFO - Epoch [29][940/1147] lr: 1.000e-02, eta: 1 day, 6:04:45, time: 1.304, data_time: 0.010, memory: 5812, loss_cls: 9.6741, loss: 9.6741, grad_norm: 6.2659 2020-10-24 06:11:08,296 - mmaction - INFO - Epoch [29][960/1147] lr: 1.000e-02, eta: 1 day, 6:04:18, time: 1.330, data_time: 0.003, memory: 5812, loss_cls: 9.8238, loss: 9.8238, grad_norm: 6.1378 2020-10-24 06:11:34,634 - mmaction - INFO - Epoch [29][980/1147] lr: 1.000e-02, eta: 1 day, 6:03:51, time: 1.312, data_time: 0.007, memory: 5812, loss_cls: 9.6377, loss: 9.6377, grad_norm: 5.9975 2020-10-24 06:12:00,670 - mmaction - INFO - Epoch [29][1000/1147] lr: 1.000e-02, eta: 1 day, 6:03:22, time: 1.300, data_time: 0.012, memory: 5812, loss_cls: 9.7218, loss: 9.7218, grad_norm: 6.1751 2020-10-24 06:12:26,298 - mmaction - INFO - Epoch [29][1020/1147] lr: 1.000e-02, eta: 1 day, 6:02:53, time: 1.288, data_time: 0.013, memory: 5812, loss_cls: 9.6773, loss: 9.6773, grad_norm: 6.0149 2020-10-24 06:12:52,288 - mmaction - INFO - Epoch [29][1040/1147] lr: 1.000e-02, eta: 1 day, 6:02:24, time: 1.297, data_time: 0.007, memory: 5812, loss_cls: 9.7559, loss: 9.7559, grad_norm: 5.9435 2020-10-24 06:13:18,838 - mmaction - INFO - Epoch [29][1060/1147] lr: 1.000e-02, eta: 1 day, 6:01:58, time: 1.327, data_time: 0.008, memory: 5812, loss_cls: 9.6527, loss: 9.6527, grad_norm: 6.0756 2020-10-24 06:13:44,811 - mmaction - INFO - Epoch [29][1080/1147] lr: 1.000e-02, eta: 1 day, 6:01:29, time: 1.305, data_time: 0.009, memory: 5812, loss_cls: 9.4623, loss: 9.4623, grad_norm: 6.0442 2020-10-24 06:14:10,919 - mmaction - INFO - Epoch [29][1100/1147] lr: 1.000e-02, eta: 1 day, 6:01:02, time: 1.307, data_time: 0.004, memory: 5812, loss_cls: 9.6991, loss: 9.6991, grad_norm: 6.0666 2020-10-24 06:14:37,165 - mmaction - INFO - Epoch [29][1120/1147] lr: 1.000e-02, eta: 1 day, 6:00:34, time: 1.309, data_time: 0.004, memory: 5812, loss_cls: 9.7045, loss: 9.7045, grad_norm: 6.0681 2020-10-24 06:15:02,932 - mmaction - INFO - Epoch [29][1140/1147] lr: 1.000e-02, eta: 1 day, 6:00:04, time: 1.289, data_time: 0.006, memory: 5812, loss_cls: 9.7216, loss: 9.7216, grad_norm: 6.0668 2020-10-24 06:16:33,029 - mmaction - INFO - Epoch [30][20/1147] lr: 1.000e-02, eta: 1 day, 6:01:29, time: 3.398, data_time: 2.866, memory: 5812, loss_cls: 9.4067, loss: 9.4067, grad_norm: 6.0007 2020-10-24 06:16:59,865 - mmaction - INFO - Epoch [30][40/1147] lr: 1.000e-02, eta: 1 day, 6:01:04, time: 1.348, data_time: 0.806, memory: 5812, loss_cls: 9.6090, loss: 9.6090, grad_norm: 6.0533 2020-10-24 06:17:26,563 - mmaction - INFO - Epoch [30][60/1147] lr: 1.000e-02, eta: 1 day, 6:00:38, time: 1.336, data_time: 0.586, memory: 5812, loss_cls: 9.4824, loss: 9.4824, grad_norm: 6.0214 2020-10-24 06:17:52,996 - mmaction - INFO - Epoch [30][80/1147] lr: 1.000e-02, eta: 1 day, 6:00:11, time: 1.320, data_time: 0.512, memory: 5812, loss_cls: 9.7050, loss: 9.7050, grad_norm: 6.1805 2020-10-24 06:18:19,389 - mmaction - INFO - Epoch [30][100/1147] lr: 1.000e-02, eta: 1 day, 5:59:44, time: 1.321, data_time: 0.462, memory: 5812, loss_cls: 9.6096, loss: 9.6096, grad_norm: 5.9516 2020-10-24 06:18:44,415 - mmaction - INFO - Epoch [30][120/1147] lr: 1.000e-02, eta: 1 day, 5:59:11, time: 1.244, data_time: 0.396, memory: 5812, loss_cls: 9.6311, loss: 9.6311, grad_norm: 6.2345 2020-10-24 06:19:10,263 - mmaction - INFO - Epoch [30][140/1147] lr: 1.000e-02, eta: 1 day, 5:58:42, time: 1.299, data_time: 0.568, memory: 5812, loss_cls: 9.5370, loss: 9.5370, grad_norm: 6.0568 2020-10-24 06:19:35,977 - mmaction - INFO - Epoch [30][160/1147] lr: 1.000e-02, eta: 1 day, 5:58:13, time: 1.287, data_time: 0.231, memory: 5812, loss_cls: 9.5292, loss: 9.5292, grad_norm: 6.1616 2020-10-24 06:20:01,930 - mmaction - INFO - Epoch [30][180/1147] lr: 1.000e-02, eta: 1 day, 5:57:44, time: 1.295, data_time: 0.014, memory: 5812, loss_cls: 9.5596, loss: 9.5596, grad_norm: 6.0618 2020-10-24 06:20:28,451 - mmaction - INFO - Epoch [30][200/1147] lr: 1.000e-02, eta: 1 day, 5:57:17, time: 1.324, data_time: 0.004, memory: 5812, loss_cls: 9.7158, loss: 9.7158, grad_norm: 6.3440 2020-10-24 06:20:53,953 - mmaction - INFO - Epoch [30][220/1147] lr: 1.000e-02, eta: 1 day, 5:56:46, time: 1.271, data_time: 0.006, memory: 5812, loss_cls: 9.6117, loss: 9.6117, grad_norm: 6.1878 2020-10-24 06:21:19,935 - mmaction - INFO - Epoch [30][240/1147] lr: 1.000e-02, eta: 1 day, 5:56:17, time: 1.295, data_time: 0.011, memory: 5812, loss_cls: 9.6961, loss: 9.6961, grad_norm: 6.4809 2020-10-24 06:21:45,733 - mmaction - INFO - Epoch [30][260/1147] lr: 1.000e-02, eta: 1 day, 5:55:48, time: 1.298, data_time: 0.015, memory: 5812, loss_cls: 9.6241, loss: 9.6241, grad_norm: 6.1172 2020-10-24 06:22:10,948 - mmaction - INFO - Epoch [30][280/1147] lr: 1.000e-02, eta: 1 day, 5:55:17, time: 1.263, data_time: 0.008, memory: 5812, loss_cls: 9.5373, loss: 9.5373, grad_norm: 6.2079 2020-10-24 06:22:37,040 - mmaction - INFO - Epoch [30][300/1147] lr: 1.000e-02, eta: 1 day, 5:54:49, time: 1.304, data_time: 0.005, memory: 5812, loss_cls: 9.7420, loss: 9.7420, grad_norm: 6.2688 2020-10-24 06:23:02,808 - mmaction - INFO - Epoch [30][320/1147] lr: 1.000e-02, eta: 1 day, 5:54:19, time: 1.285, data_time: 0.007, memory: 5812, loss_cls: 9.5704, loss: 9.5704, grad_norm: 6.0005 2020-10-24 06:23:28,722 - mmaction - INFO - Epoch [30][340/1147] lr: 1.000e-02, eta: 1 day, 5:53:50, time: 1.299, data_time: 0.010, memory: 5812, loss_cls: 9.7121, loss: 9.7121, grad_norm: 6.0996 2020-10-24 06:23:54,664 - mmaction - INFO - Epoch [30][360/1147] lr: 1.000e-02, eta: 1 day, 5:53:22, time: 1.298, data_time: 0.007, memory: 5812, loss_cls: 9.5878, loss: 9.5878, grad_norm: 6.0961 2020-10-24 06:24:20,418 - mmaction - INFO - Epoch [30][380/1147] lr: 1.000e-02, eta: 1 day, 5:52:52, time: 1.286, data_time: 0.007, memory: 5812, loss_cls: 9.4856, loss: 9.4856, grad_norm: 6.0769 2020-10-24 06:24:46,982 - mmaction - INFO - Epoch [30][400/1147] lr: 1.000e-02, eta: 1 day, 5:52:26, time: 1.326, data_time: 0.010, memory: 5812, loss_cls: 9.3430, loss: 9.3430, grad_norm: 6.1209 2020-10-24 06:25:12,768 - mmaction - INFO - Epoch [30][420/1147] lr: 1.000e-02, eta: 1 day, 5:51:57, time: 1.294, data_time: 0.011, memory: 5812, loss_cls: 9.6578, loss: 9.6578, grad_norm: 6.1685 2020-10-24 06:25:38,572 - mmaction - INFO - Epoch [30][440/1147] lr: 1.000e-02, eta: 1 day, 5:51:27, time: 1.290, data_time: 0.008, memory: 5812, loss_cls: 9.4654, loss: 9.4654, grad_norm: 6.1130 2020-10-24 06:26:04,361 - mmaction - INFO - Epoch [30][460/1147] lr: 1.000e-02, eta: 1 day, 5:50:58, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 9.8163, loss: 9.8163, grad_norm: 6.2018 2020-10-24 06:26:30,077 - mmaction - INFO - Epoch [30][480/1147] lr: 1.000e-02, eta: 1 day, 5:50:29, time: 1.285, data_time: 0.009, memory: 5812, loss_cls: 9.6870, loss: 9.6870, grad_norm: 6.1178 2020-10-24 06:26:56,326 - mmaction - INFO - Epoch [30][500/1147] lr: 1.000e-02, eta: 1 day, 5:50:01, time: 1.314, data_time: 0.006, memory: 5812, loss_cls: 9.5434, loss: 9.5434, grad_norm: 6.0481 2020-10-24 06:27:21,934 - mmaction - INFO - Epoch [30][520/1147] lr: 1.000e-02, eta: 1 day, 5:49:31, time: 1.281, data_time: 0.005, memory: 5812, loss_cls: 9.5419, loss: 9.5419, grad_norm: 6.0626 2020-10-24 06:27:47,794 - mmaction - INFO - Epoch [30][540/1147] lr: 1.000e-02, eta: 1 day, 5:49:02, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 9.7558, loss: 9.7558, grad_norm: 6.0760 2020-10-24 06:28:13,967 - mmaction - INFO - Epoch [30][560/1147] lr: 1.000e-02, eta: 1 day, 5:48:34, time: 1.316, data_time: 0.010, memory: 5812, loss_cls: 9.6027, loss: 9.6027, grad_norm: 6.0939 2020-10-24 06:28:38,978 - mmaction - INFO - Epoch [30][580/1147] lr: 1.000e-02, eta: 1 day, 5:48:02, time: 1.251, data_time: 0.002, memory: 5812, loss_cls: 9.5887, loss: 9.5887, grad_norm: 6.1473 2020-10-24 06:29:04,826 - mmaction - INFO - Epoch [30][600/1147] lr: 1.000e-02, eta: 1 day, 5:47:33, time: 1.289, data_time: 0.001, memory: 5812, loss_cls: 9.5757, loss: 9.5757, grad_norm: 6.2213 2020-10-24 06:29:31,112 - mmaction - INFO - Epoch [30][620/1147] lr: 1.000e-02, eta: 1 day, 5:47:05, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 9.7140, loss: 9.7140, grad_norm: 6.1964 2020-10-24 06:29:57,390 - mmaction - INFO - Epoch [30][640/1147] lr: 1.000e-02, eta: 1 day, 5:46:38, time: 1.314, data_time: 0.013, memory: 5812, loss_cls: 9.6006, loss: 9.6006, grad_norm: 6.0256 2020-10-24 06:30:23,376 - mmaction - INFO - Epoch [30][660/1147] lr: 1.000e-02, eta: 1 day, 5:46:10, time: 1.303, data_time: 0.011, memory: 5812, loss_cls: 9.6288, loss: 9.6288, grad_norm: 6.0386 2020-10-24 06:30:49,485 - mmaction - INFO - Epoch [30][680/1147] lr: 1.000e-02, eta: 1 day, 5:45:42, time: 1.309, data_time: 0.008, memory: 5812, loss_cls: 9.5914, loss: 9.5914, grad_norm: 6.1469 2020-10-24 06:31:15,337 - mmaction - INFO - Epoch [30][700/1147] lr: 1.000e-02, eta: 1 day, 5:45:13, time: 1.295, data_time: 0.004, memory: 5812, loss_cls: 9.7262, loss: 9.7262, grad_norm: 6.1222 2020-10-24 06:31:41,063 - mmaction - INFO - Epoch [30][720/1147] lr: 1.000e-02, eta: 1 day, 5:44:43, time: 1.281, data_time: 0.002, memory: 5812, loss_cls: 9.5143, loss: 9.5143, grad_norm: 6.1222 2020-10-24 06:32:06,656 - mmaction - INFO - Epoch [30][740/1147] lr: 1.000e-02, eta: 1 day, 5:44:14, time: 1.285, data_time: 0.010, memory: 5812, loss_cls: 9.6474, loss: 9.6474, grad_norm: 6.2030 2020-10-24 06:32:32,570 - mmaction - INFO - Epoch [30][760/1147] lr: 1.000e-02, eta: 1 day, 5:43:45, time: 1.295, data_time: 0.003, memory: 5812, loss_cls: 9.2834, loss: 9.2834, grad_norm: 6.1534 2020-10-24 06:32:59,029 - mmaction - INFO - Epoch [30][780/1147] lr: 1.000e-02, eta: 1 day, 5:43:18, time: 1.324, data_time: 0.005, memory: 5812, loss_cls: 9.8120, loss: 9.8120, grad_norm: 6.2210 2020-10-24 06:33:25,159 - mmaction - INFO - Epoch [30][800/1147] lr: 1.000e-02, eta: 1 day, 5:42:50, time: 1.303, data_time: 0.001, memory: 5812, loss_cls: 9.4104, loss: 9.4104, grad_norm: 5.9253 2020-10-24 06:33:51,024 - mmaction - INFO - Epoch [30][820/1147] lr: 1.000e-02, eta: 1 day, 5:42:21, time: 1.295, data_time: 0.005, memory: 5812, loss_cls: 9.6039, loss: 9.6039, grad_norm: 5.9728 2020-10-24 06:34:17,179 - mmaction - INFO - Epoch [30][840/1147] lr: 1.000e-02, eta: 1 day, 5:41:53, time: 1.303, data_time: 0.002, memory: 5812, loss_cls: 9.7631, loss: 9.7631, grad_norm: 6.2248 2020-10-24 06:34:42,494 - mmaction - INFO - Epoch [30][860/1147] lr: 1.000e-02, eta: 1 day, 5:41:22, time: 1.272, data_time: 0.008, memory: 5812, loss_cls: 9.5267, loss: 9.5267, grad_norm: 6.0839 2020-10-24 06:35:08,826 - mmaction - INFO - Epoch [30][880/1147] lr: 1.000e-02, eta: 1 day, 5:40:55, time: 1.315, data_time: 0.005, memory: 5812, loss_cls: 9.5219, loss: 9.5219, grad_norm: 6.0996 2020-10-24 06:35:35,152 - mmaction - INFO - Epoch [30][900/1147] lr: 1.000e-02, eta: 1 day, 5:40:28, time: 1.314, data_time: 0.004, memory: 5812, loss_cls: 9.5473, loss: 9.5473, grad_norm: 6.1286 2020-10-24 06:36:01,386 - mmaction - INFO - Epoch [30][920/1147] lr: 1.000e-02, eta: 1 day, 5:40:00, time: 1.311, data_time: 0.006, memory: 5812, loss_cls: 9.7407, loss: 9.7407, grad_norm: 6.1576 2020-10-24 06:36:26,572 - mmaction - INFO - Epoch [30][940/1147] lr: 1.000e-02, eta: 1 day, 5:39:29, time: 1.262, data_time: 0.009, memory: 5812, loss_cls: 9.4740, loss: 9.4740, grad_norm: 6.1165 2020-10-24 06:36:52,980 - mmaction - INFO - Epoch [30][960/1147] lr: 1.000e-02, eta: 1 day, 5:39:02, time: 1.317, data_time: 0.004, memory: 5812, loss_cls: 9.8718, loss: 9.8718, grad_norm: 6.0607 2020-10-24 06:37:19,140 - mmaction - INFO - Epoch [30][980/1147] lr: 1.000e-02, eta: 1 day, 5:38:34, time: 1.306, data_time: 0.009, memory: 5812, loss_cls: 9.7414, loss: 9.7414, grad_norm: 6.0356 2020-10-24 06:37:45,029 - mmaction - INFO - Epoch [30][1000/1147] lr: 1.000e-02, eta: 1 day, 5:38:05, time: 1.300, data_time: 0.010, memory: 5812, loss_cls: 9.4013, loss: 9.4013, grad_norm: 5.9707 2020-10-24 06:38:10,878 - mmaction - INFO - Epoch [30][1020/1147] lr: 1.000e-02, eta: 1 day, 5:37:36, time: 1.288, data_time: 0.004, memory: 5812, loss_cls: 9.6460, loss: 9.6460, grad_norm: 6.1717 2020-10-24 06:38:36,087 - mmaction - INFO - Epoch [30][1040/1147] lr: 1.000e-02, eta: 1 day, 5:37:05, time: 1.266, data_time: 0.009, memory: 5812, loss_cls: 9.6202, loss: 9.6202, grad_norm: 6.1279 2020-10-24 06:39:02,112 - mmaction - INFO - Epoch [30][1060/1147] lr: 1.000e-02, eta: 1 day, 5:36:37, time: 1.300, data_time: 0.002, memory: 5812, loss_cls: 9.4206, loss: 9.4206, grad_norm: 5.8992 2020-10-24 06:39:28,063 - mmaction - INFO - Epoch [30][1080/1147] lr: 1.000e-02, eta: 1 day, 5:36:08, time: 1.295, data_time: 0.004, memory: 5812, loss_cls: 9.9796, loss: 9.9796, grad_norm: 6.0442 2020-10-24 06:39:54,287 - mmaction - INFO - Epoch [30][1100/1147] lr: 1.000e-02, eta: 1 day, 5:35:40, time: 1.307, data_time: 0.004, memory: 5812, loss_cls: 9.4149, loss: 9.4149, grad_norm: 5.9649 2020-10-24 06:40:20,428 - mmaction - INFO - Epoch [30][1120/1147] lr: 1.000e-02, eta: 1 day, 5:35:13, time: 1.312, data_time: 0.009, memory: 5812, loss_cls: 9.6000, loss: 9.6000, grad_norm: 5.9856 2020-10-24 06:40:46,138 - mmaction - INFO - Epoch [30][1140/1147] lr: 1.000e-02, eta: 1 day, 5:34:44, time: 1.286, data_time: 0.006, memory: 5812, loss_cls: 9.6886, loss: 9.6886, grad_norm: 5.9896 2020-10-24 06:40:53,645 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-24 06:43:00,949 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 06:43:01,728 - mmaction - INFO - mean_average_precision 0.4479 2020-10-24 06:43:01,739 - mmaction - INFO - Epoch(val) [30][1147] mean_average_precision: 0.4479 2020-10-24 06:43:39,834 - mmaction - INFO - Epoch [31][20/1147] lr: 1.000e-02, eta: 1 day, 5:34:15, time: 1.900, data_time: 0.549, memory: 5812, loss_cls: 9.5914, loss: 9.5914, grad_norm: 6.1633 2020-10-24 06:44:07,021 - mmaction - INFO - Epoch [31][40/1147] lr: 1.000e-02, eta: 1 day, 5:33:51, time: 1.362, data_time: 0.010, memory: 5812, loss_cls: 9.2179, loss: 9.2179, grad_norm: 6.2113 2020-10-24 06:44:32,886 - mmaction - INFO - Epoch [31][60/1147] lr: 1.000e-02, eta: 1 day, 5:33:22, time: 1.290, data_time: 0.001, memory: 5812, loss_cls: 9.5289, loss: 9.5289, grad_norm: 6.1296 2020-10-24 06:44:58,948 - mmaction - INFO - Epoch [31][80/1147] lr: 1.000e-02, eta: 1 day, 5:32:54, time: 1.303, data_time: 0.007, memory: 5812, loss_cls: 9.5654, loss: 9.5654, grad_norm: 6.1540 2020-10-24 06:45:24,702 - mmaction - INFO - Epoch [31][100/1147] lr: 1.000e-02, eta: 1 day, 5:32:25, time: 1.290, data_time: 0.006, memory: 5812, loss_cls: 9.4138, loss: 9.4138, grad_norm: 6.2454 2020-10-24 06:45:50,341 - mmaction - INFO - Epoch [31][120/1147] lr: 1.000e-02, eta: 1 day, 5:31:56, time: 1.281, data_time: 0.005, memory: 5812, loss_cls: 9.6323, loss: 9.6323, grad_norm: 6.1443 2020-10-24 06:46:16,602 - mmaction - INFO - Epoch [31][140/1147] lr: 1.000e-02, eta: 1 day, 5:31:28, time: 1.307, data_time: 0.004, memory: 5812, loss_cls: 9.5913, loss: 9.5913, grad_norm: 6.1579 2020-10-24 06:46:43,094 - mmaction - INFO - Epoch [31][160/1147] lr: 1.000e-02, eta: 1 day, 5:31:02, time: 1.332, data_time: 0.010, memory: 5812, loss_cls: 9.3437, loss: 9.3437, grad_norm: 6.1067 2020-10-24 06:47:09,870 - mmaction - INFO - Epoch [31][180/1147] lr: 1.000e-02, eta: 1 day, 5:30:35, time: 1.331, data_time: 0.002, memory: 5812, loss_cls: 9.6813, loss: 9.6813, grad_norm: 6.1352 2020-10-24 06:47:35,629 - mmaction - INFO - Epoch [31][200/1147] lr: 1.000e-02, eta: 1 day, 5:30:07, time: 1.293, data_time: 0.009, memory: 5812, loss_cls: 9.5133, loss: 9.5133, grad_norm: 6.1044 2020-10-24 06:48:01,519 - mmaction - INFO - Epoch [31][220/1147] lr: 1.000e-02, eta: 1 day, 5:29:38, time: 1.296, data_time: 0.004, memory: 5812, loss_cls: 9.3859, loss: 9.3859, grad_norm: 6.1655 2020-10-24 06:48:27,423 - mmaction - INFO - Epoch [31][240/1147] lr: 1.000e-02, eta: 1 day, 5:29:09, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 9.3367, loss: 9.3367, grad_norm: 6.2193 2020-10-24 06:48:53,435 - mmaction - INFO - Epoch [31][260/1147] lr: 1.000e-02, eta: 1 day, 5:28:41, time: 1.307, data_time: 0.010, memory: 5812, loss_cls: 9.6258, loss: 9.6258, grad_norm: 6.2093 2020-10-24 06:49:19,844 - mmaction - INFO - Epoch [31][280/1147] lr: 1.000e-02, eta: 1 day, 5:28:14, time: 1.321, data_time: 0.002, memory: 5812, loss_cls: 9.5964, loss: 9.5964, grad_norm: 6.1769 2020-10-24 06:49:46,174 - mmaction - INFO - Epoch [31][300/1147] lr: 1.000e-02, eta: 1 day, 5:27:47, time: 1.310, data_time: 0.002, memory: 5812, loss_cls: 9.6013, loss: 9.6013, grad_norm: 6.3383 2020-10-24 06:50:12,290 - mmaction - INFO - Epoch [31][320/1147] lr: 1.000e-02, eta: 1 day, 5:27:19, time: 1.312, data_time: 0.009, memory: 5812, loss_cls: 9.7253, loss: 9.7253, grad_norm: 6.1778 2020-10-24 06:50:38,954 - mmaction - INFO - Epoch [31][340/1147] lr: 1.000e-02, eta: 1 day, 5:26:53, time: 1.327, data_time: 0.002, memory: 5812, loss_cls: 9.4359, loss: 9.4359, grad_norm: 6.0757 2020-10-24 06:51:04,621 - mmaction - INFO - Epoch [31][360/1147] lr: 1.000e-02, eta: 1 day, 5:26:24, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 9.5065, loss: 9.5065, grad_norm: 6.0923 2020-10-24 06:51:30,591 - mmaction - INFO - Epoch [31][380/1147] lr: 1.000e-02, eta: 1 day, 5:25:55, time: 1.299, data_time: 0.004, memory: 5812, loss_cls: 9.5530, loss: 9.5530, grad_norm: 6.0952 2020-10-24 06:51:56,326 - mmaction - INFO - Epoch [31][400/1147] lr: 1.000e-02, eta: 1 day, 5:25:26, time: 1.284, data_time: 0.002, memory: 5812, loss_cls: 9.6028, loss: 9.6028, grad_norm: 6.1633 2020-10-24 06:52:22,807 - mmaction - INFO - Epoch [31][420/1147] lr: 1.000e-02, eta: 1 day, 5:24:59, time: 1.325, data_time: 0.005, memory: 5812, loss_cls: 9.6064, loss: 9.6064, grad_norm: 6.0770 2020-10-24 06:52:48,485 - mmaction - INFO - Epoch [31][440/1147] lr: 1.000e-02, eta: 1 day, 5:24:30, time: 1.285, data_time: 0.005, memory: 5812, loss_cls: 9.7475, loss: 9.7475, grad_norm: 6.1615 2020-10-24 06:53:14,768 - mmaction - INFO - Epoch [31][460/1147] lr: 1.000e-02, eta: 1 day, 5:24:02, time: 1.312, data_time: 0.004, memory: 5812, loss_cls: 9.5536, loss: 9.5536, grad_norm: 6.1685 2020-10-24 06:53:40,804 - mmaction - INFO - Epoch [31][480/1147] lr: 1.000e-02, eta: 1 day, 5:23:34, time: 1.298, data_time: 0.008, memory: 5812, loss_cls: 9.7717, loss: 9.7717, grad_norm: 6.2370 2020-10-24 06:54:06,566 - mmaction - INFO - Epoch [31][500/1147] lr: 1.000e-02, eta: 1 day, 5:23:05, time: 1.283, data_time: 0.010, memory: 5812, loss_cls: 9.6239, loss: 9.6239, grad_norm: 6.0452 2020-10-24 06:54:32,756 - mmaction - INFO - Epoch [31][520/1147] lr: 1.000e-02, eta: 1 day, 5:22:38, time: 1.316, data_time: 0.012, memory: 5812, loss_cls: 9.6080, loss: 9.6080, grad_norm: 6.0850 2020-10-24 06:54:58,221 - mmaction - INFO - Epoch [31][540/1147] lr: 1.000e-02, eta: 1 day, 5:22:08, time: 1.278, data_time: 0.008, memory: 5812, loss_cls: 9.6114, loss: 9.6114, grad_norm: 6.0360 2020-10-24 06:55:24,539 - mmaction - INFO - Epoch [31][560/1147] lr: 1.000e-02, eta: 1 day, 5:21:40, time: 1.312, data_time: 0.007, memory: 5812, loss_cls: 9.7871, loss: 9.7871, grad_norm: 6.1857 2020-10-24 06:55:50,206 - mmaction - INFO - Epoch [31][580/1147] lr: 1.000e-02, eta: 1 day, 5:21:11, time: 1.285, data_time: 0.009, memory: 5812, loss_cls: 9.4442, loss: 9.4442, grad_norm: 6.0455 2020-10-24 06:56:16,139 - mmaction - INFO - Epoch [31][600/1147] lr: 1.000e-02, eta: 1 day, 5:20:42, time: 1.295, data_time: 0.006, memory: 5812, loss_cls: 9.5170, loss: 9.5170, grad_norm: 6.0816 2020-10-24 06:56:42,326 - mmaction - INFO - Epoch [31][620/1147] lr: 1.000e-02, eta: 1 day, 5:20:15, time: 1.314, data_time: 0.007, memory: 5812, loss_cls: 9.3888, loss: 9.3888, grad_norm: 6.1891 2020-10-24 06:57:08,389 - mmaction - INFO - Epoch [31][640/1147] lr: 1.000e-02, eta: 1 day, 5:19:47, time: 1.297, data_time: 0.002, memory: 5812, loss_cls: 9.5431, loss: 9.5431, grad_norm: 6.1370 2020-10-24 06:57:34,005 - mmaction - INFO - Epoch [31][660/1147] lr: 1.000e-02, eta: 1 day, 5:19:17, time: 1.282, data_time: 0.011, memory: 5812, loss_cls: 9.5012, loss: 9.5012, grad_norm: 6.0684 2020-10-24 06:57:59,681 - mmaction - INFO - Epoch [31][680/1147] lr: 1.000e-02, eta: 1 day, 5:18:48, time: 1.283, data_time: 0.013, memory: 5812, loss_cls: 9.6673, loss: 9.6673, grad_norm: 6.0921 2020-10-24 06:58:25,502 - mmaction - INFO - Epoch [31][700/1147] lr: 1.000e-02, eta: 1 day, 5:18:19, time: 1.290, data_time: 0.010, memory: 5812, loss_cls: 9.6368, loss: 9.6368, grad_norm: 6.2331 2020-10-24 06:58:51,151 - mmaction - INFO - Epoch [31][720/1147] lr: 1.000e-02, eta: 1 day, 5:17:50, time: 1.290, data_time: 0.012, memory: 5812, loss_cls: 9.6772, loss: 9.6772, grad_norm: 6.1520 2020-10-24 06:59:17,723 - mmaction - INFO - Epoch [31][740/1147] lr: 1.000e-02, eta: 1 day, 5:17:23, time: 1.319, data_time: 0.002, memory: 5812, loss_cls: 9.7389, loss: 9.7389, grad_norm: 6.0845 2020-10-24 06:59:43,538 - mmaction - INFO - Epoch [31][760/1147] lr: 1.000e-02, eta: 1 day, 5:16:54, time: 1.293, data_time: 0.010, memory: 5812, loss_cls: 9.8580, loss: 9.8580, grad_norm: 7.1189 2020-10-24 07:00:10,114 - mmaction - INFO - Epoch [31][780/1147] lr: 1.000e-02, eta: 1 day, 5:16:28, time: 1.336, data_time: 0.009, memory: 5812, loss_cls: 9.5159, loss: 9.5159, grad_norm: 6.2057 2020-10-24 07:00:36,492 - mmaction - INFO - Epoch [31][800/1147] lr: 1.000e-02, eta: 1 day, 5:16:01, time: 1.316, data_time: 0.001, memory: 5812, loss_cls: 9.5223, loss: 9.5223, grad_norm: 6.1170 2020-10-24 07:01:02,424 - mmaction - INFO - Epoch [31][820/1147] lr: 1.000e-02, eta: 1 day, 5:15:33, time: 1.293, data_time: 0.013, memory: 5812, loss_cls: 9.5309, loss: 9.5309, grad_norm: 6.0677 2020-10-24 07:01:29,015 - mmaction - INFO - Epoch [31][840/1147] lr: 1.000e-02, eta: 1 day, 5:15:06, time: 1.319, data_time: 0.009, memory: 5812, loss_cls: 9.6383, loss: 9.6383, grad_norm: 5.9988 2020-10-24 07:01:54,381 - mmaction - INFO - Epoch [31][860/1147] lr: 1.000e-02, eta: 1 day, 5:14:36, time: 1.283, data_time: 0.018, memory: 5812, loss_cls: 9.3611, loss: 9.3611, grad_norm: 5.9697 2020-10-24 07:02:20,329 - mmaction - INFO - Epoch [31][880/1147] lr: 1.000e-02, eta: 1 day, 5:14:08, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 9.7377, loss: 9.7377, grad_norm: 6.0362 2020-10-24 07:02:45,895 - mmaction - INFO - Epoch [31][900/1147] lr: 1.000e-02, eta: 1 day, 5:13:38, time: 1.281, data_time: 0.009, memory: 5812, loss_cls: 9.5781, loss: 9.5781, grad_norm: 5.9808 2020-10-24 07:03:11,647 - mmaction - INFO - Epoch [31][920/1147] lr: 1.000e-02, eta: 1 day, 5:13:09, time: 1.289, data_time: 0.003, memory: 5812, loss_cls: 9.5616, loss: 9.5616, grad_norm: 6.1645 2020-10-24 07:03:37,937 - mmaction - INFO - Epoch [31][940/1147] lr: 1.000e-02, eta: 1 day, 5:12:42, time: 1.312, data_time: 0.003, memory: 5812, loss_cls: 9.5670, loss: 9.5670, grad_norm: 6.1207 2020-10-24 07:04:03,869 - mmaction - INFO - Epoch [31][960/1147] lr: 1.000e-02, eta: 1 day, 5:12:14, time: 1.294, data_time: 0.006, memory: 5812, loss_cls: 9.7835, loss: 9.7835, grad_norm: 6.1340 2020-10-24 07:04:29,630 - mmaction - INFO - Epoch [31][980/1147] lr: 1.000e-02, eta: 1 day, 5:11:45, time: 1.292, data_time: 0.009, memory: 5812, loss_cls: 9.6124, loss: 9.6124, grad_norm: 6.0920 2020-10-24 07:04:54,673 - mmaction - INFO - Epoch [31][1000/1147] lr: 1.000e-02, eta: 1 day, 5:11:13, time: 1.248, data_time: 0.005, memory: 5812, loss_cls: 9.4929, loss: 9.4929, grad_norm: 5.9772 2020-10-24 07:05:20,541 - mmaction - INFO - Epoch [31][1020/1147] lr: 1.000e-02, eta: 1 day, 5:10:44, time: 1.286, data_time: 0.015, memory: 5812, loss_cls: 9.5828, loss: 9.5828, grad_norm: 6.1220 2020-10-24 07:05:45,698 - mmaction - INFO - Epoch [31][1040/1147] lr: 1.000e-02, eta: 1 day, 5:10:14, time: 1.269, data_time: 0.015, memory: 5812, loss_cls: 9.8647, loss: 9.8647, grad_norm: 6.0478 2020-10-24 07:06:12,312 - mmaction - INFO - Epoch [31][1060/1147] lr: 1.000e-02, eta: 1 day, 5:09:48, time: 1.327, data_time: 0.003, memory: 5812, loss_cls: 9.6819, loss: 9.6819, grad_norm: 6.0113 2020-10-24 07:06:36,979 - mmaction - INFO - Epoch [31][1080/1147] lr: 1.000e-02, eta: 1 day, 5:09:14, time: 1.224, data_time: 0.006, memory: 5812, loss_cls: 9.5962, loss: 9.5962, grad_norm: 6.1474 2020-10-24 07:07:03,156 - mmaction - INFO - Epoch [31][1100/1147] lr: 1.000e-02, eta: 1 day, 5:08:47, time: 1.313, data_time: 0.018, memory: 5812, loss_cls: 9.6433, loss: 9.6433, grad_norm: 6.0967 2020-10-24 07:07:28,578 - mmaction - INFO - Epoch [31][1120/1147] lr: 1.000e-02, eta: 1 day, 5:08:17, time: 1.278, data_time: 0.011, memory: 5812, loss_cls: 9.6758, loss: 9.6758, grad_norm: 6.0422 2020-10-24 07:07:54,293 - mmaction - INFO - Epoch [31][1140/1147] lr: 1.000e-02, eta: 1 day, 5:07:48, time: 1.277, data_time: 0.008, memory: 5812, loss_cls: 9.8145, loss: 9.8145, grad_norm: 6.2408 2020-10-24 07:08:46,215 - mmaction - INFO - Epoch [32][20/1147] lr: 1.000e-02, eta: 1 day, 5:07:38, time: 2.182, data_time: 1.424, memory: 5812, loss_cls: 9.5360, loss: 9.5360, grad_norm: 6.1263 2020-10-24 07:09:14,228 - mmaction - INFO - Epoch [32][40/1147] lr: 1.000e-02, eta: 1 day, 5:07:16, time: 1.398, data_time: 0.723, memory: 5812, loss_cls: 9.7745, loss: 9.7745, grad_norm: 6.2128 2020-10-24 07:09:41,062 - mmaction - INFO - Epoch [32][60/1147] lr: 1.000e-02, eta: 1 day, 5:06:51, time: 1.343, data_time: 0.335, memory: 5812, loss_cls: 9.4225, loss: 9.4225, grad_norm: 6.0599 2020-10-24 07:10:07,605 - mmaction - INFO - Epoch [32][80/1147] lr: 1.000e-02, eta: 1 day, 5:06:24, time: 1.321, data_time: 0.165, memory: 5812, loss_cls: 9.4840, loss: 9.4840, grad_norm: 6.2051 2020-10-24 07:10:33,718 - mmaction - INFO - Epoch [32][100/1147] lr: 1.000e-02, eta: 1 day, 5:05:56, time: 1.305, data_time: 0.193, memory: 5812, loss_cls: 9.2594, loss: 9.2594, grad_norm: 6.1827 2020-10-24 07:10:59,608 - mmaction - INFO - Epoch [32][120/1147] lr: 1.000e-02, eta: 1 day, 5:05:28, time: 1.301, data_time: 0.128, memory: 5812, loss_cls: 9.4233, loss: 9.4233, grad_norm: 6.1484 2020-10-24 07:11:25,272 - mmaction - INFO - Epoch [32][140/1147] lr: 1.000e-02, eta: 1 day, 5:04:59, time: 1.279, data_time: 0.012, memory: 5812, loss_cls: 9.2428, loss: 9.2428, grad_norm: 6.0288 2020-10-24 07:11:50,987 - mmaction - INFO - Epoch [32][160/1147] lr: 1.000e-02, eta: 1 day, 5:04:30, time: 1.289, data_time: 0.011, memory: 5812, loss_cls: 9.7150, loss: 9.7150, grad_norm: 6.1013 2020-10-24 07:12:16,895 - mmaction - INFO - Epoch [32][180/1147] lr: 1.000e-02, eta: 1 day, 5:04:01, time: 1.291, data_time: 0.003, memory: 5812, loss_cls: 9.3569, loss: 9.3569, grad_norm: 6.1466 2020-10-24 07:12:42,106 - mmaction - INFO - Epoch [32][200/1147] lr: 1.000e-02, eta: 1 day, 5:03:30, time: 1.260, data_time: 0.008, memory: 5812, loss_cls: 9.6374, loss: 9.6374, grad_norm: 6.1416 2020-10-24 07:13:07,901 - mmaction - INFO - Epoch [32][220/1147] lr: 1.000e-02, eta: 1 day, 5:03:01, time: 1.287, data_time: 0.010, memory: 5812, loss_cls: 9.7311, loss: 9.7311, grad_norm: 6.1070 2020-10-24 07:13:33,691 - mmaction - INFO - Epoch [32][240/1147] lr: 1.000e-02, eta: 1 day, 5:02:33, time: 1.292, data_time: 0.011, memory: 5812, loss_cls: 9.6731, loss: 9.6731, grad_norm: 6.2139 2020-10-24 07:13:59,593 - mmaction - INFO - Epoch [32][260/1147] lr: 1.000e-02, eta: 1 day, 5:02:04, time: 1.295, data_time: 0.012, memory: 5812, loss_cls: 9.5687, loss: 9.5687, grad_norm: 6.1660 2020-10-24 07:14:25,037 - mmaction - INFO - Epoch [32][280/1147] lr: 1.000e-02, eta: 1 day, 5:01:34, time: 1.275, data_time: 0.009, memory: 5812, loss_cls: 9.4053, loss: 9.4053, grad_norm: 6.1403 2020-10-24 07:14:51,620 - mmaction - INFO - Epoch [32][300/1147] lr: 1.000e-02, eta: 1 day, 5:01:08, time: 1.328, data_time: 0.006, memory: 5812, loss_cls: 9.3927, loss: 9.3927, grad_norm: 6.1522 2020-10-24 07:15:17,602 - mmaction - INFO - Epoch [32][320/1147] lr: 1.000e-02, eta: 1 day, 5:00:40, time: 1.300, data_time: 0.006, memory: 5812, loss_cls: 9.5517, loss: 9.5517, grad_norm: 6.1954 2020-10-24 07:15:43,552 - mmaction - INFO - Epoch [32][340/1147] lr: 1.000e-02, eta: 1 day, 5:00:12, time: 1.297, data_time: 0.004, memory: 5812, loss_cls: 9.6737, loss: 9.6737, grad_norm: 6.1597 2020-10-24 07:16:09,688 - mmaction - INFO - Epoch [32][360/1147] lr: 1.000e-02, eta: 1 day, 4:59:44, time: 1.303, data_time: 0.007, memory: 5812, loss_cls: 9.5847, loss: 9.5847, grad_norm: 6.1960 2020-10-24 07:16:36,285 - mmaction - INFO - Epoch [32][380/1147] lr: 1.000e-02, eta: 1 day, 4:59:18, time: 1.337, data_time: 0.009, memory: 5812, loss_cls: 9.5885, loss: 9.5885, grad_norm: 6.0581 2020-10-24 07:17:02,163 - mmaction - INFO - Epoch [32][400/1147] lr: 1.000e-02, eta: 1 day, 4:58:50, time: 1.293, data_time: 0.005, memory: 5812, loss_cls: 9.6125, loss: 9.6125, grad_norm: 6.2278 2020-10-24 07:17:28,329 - mmaction - INFO - Epoch [32][420/1147] lr: 1.000e-02, eta: 1 day, 4:58:21, time: 1.299, data_time: 0.005, memory: 5812, loss_cls: 9.5541, loss: 9.5541, grad_norm: 6.1740 2020-10-24 07:17:53,408 - mmaction - INFO - Epoch [32][440/1147] lr: 1.000e-02, eta: 1 day, 4:57:50, time: 1.254, data_time: 0.011, memory: 5812, loss_cls: 9.3733, loss: 9.3733, grad_norm: 6.2036 2020-10-24 07:18:19,906 - mmaction - INFO - Epoch [32][460/1147] lr: 1.000e-02, eta: 1 day, 4:57:24, time: 1.334, data_time: 0.015, memory: 5812, loss_cls: 9.4271, loss: 9.4271, grad_norm: 6.0524 2020-10-24 07:18:45,854 - mmaction - INFO - Epoch [32][480/1147] lr: 1.000e-02, eta: 1 day, 4:56:56, time: 1.289, data_time: 0.003, memory: 5812, loss_cls: 9.5347, loss: 9.5347, grad_norm: 6.0655 2020-10-24 07:19:11,770 - mmaction - INFO - Epoch [32][500/1147] lr: 1.000e-02, eta: 1 day, 4:56:28, time: 1.304, data_time: 0.013, memory: 5812, loss_cls: 9.3038, loss: 9.3038, grad_norm: 5.8938 2020-10-24 07:19:38,076 - mmaction - INFO - Epoch [32][520/1147] lr: 1.000e-02, eta: 1 day, 4:56:01, time: 1.312, data_time: 0.003, memory: 5812, loss_cls: 9.6499, loss: 9.6499, grad_norm: 6.1094 2020-10-24 07:20:04,051 - mmaction - INFO - Epoch [32][540/1147] lr: 1.000e-02, eta: 1 day, 4:55:32, time: 1.296, data_time: 0.007, memory: 5812, loss_cls: 9.6836, loss: 9.6836, grad_norm: 6.2582 2020-10-24 07:20:29,988 - mmaction - INFO - Epoch [32][560/1147] lr: 1.000e-02, eta: 1 day, 4:55:04, time: 1.295, data_time: 0.009, memory: 5812, loss_cls: 9.5699, loss: 9.5699, grad_norm: 6.1869 2020-10-24 07:20:55,880 - mmaction - INFO - Epoch [32][580/1147] lr: 1.000e-02, eta: 1 day, 4:54:36, time: 1.301, data_time: 0.009, memory: 5812, loss_cls: 9.5497, loss: 9.5497, grad_norm: 6.0755 2020-10-24 07:21:21,763 - mmaction - INFO - Epoch [32][600/1147] lr: 1.000e-02, eta: 1 day, 4:54:07, time: 1.294, data_time: 0.003, memory: 5812, loss_cls: 9.4855, loss: 9.4855, grad_norm: 6.1406 2020-10-24 07:21:48,286 - mmaction - INFO - Epoch [32][620/1147] lr: 1.000e-02, eta: 1 day, 4:53:41, time: 1.321, data_time: 0.003, memory: 5812, loss_cls: 9.3912, loss: 9.3912, grad_norm: 6.2065 2020-10-24 07:22:14,674 - mmaction - INFO - Epoch [32][640/1147] lr: 1.000e-02, eta: 1 day, 4:53:14, time: 1.326, data_time: 0.009, memory: 5812, loss_cls: 9.4581, loss: 9.4581, grad_norm: 6.0425 2020-10-24 07:22:40,656 - mmaction - INFO - Epoch [32][660/1147] lr: 1.000e-02, eta: 1 day, 4:52:46, time: 1.297, data_time: 0.015, memory: 5812, loss_cls: 9.4433, loss: 9.4433, grad_norm: 6.1367 2020-10-24 07:23:06,797 - mmaction - INFO - Epoch [32][680/1147] lr: 1.000e-02, eta: 1 day, 4:52:18, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 9.5980, loss: 9.5980, grad_norm: 6.0281 2020-10-24 07:23:33,037 - mmaction - INFO - Epoch [32][700/1147] lr: 1.000e-02, eta: 1 day, 4:51:51, time: 1.314, data_time: 0.003, memory: 5812, loss_cls: 9.5497, loss: 9.5497, grad_norm: 6.1116 2020-10-24 07:23:59,385 - mmaction - INFO - Epoch [32][720/1147] lr: 1.000e-02, eta: 1 day, 4:51:24, time: 1.317, data_time: 0.002, memory: 5812, loss_cls: 9.7493, loss: 9.7493, grad_norm: 6.0581 2020-10-24 07:24:25,869 - mmaction - INFO - Epoch [32][740/1147] lr: 1.000e-02, eta: 1 day, 4:50:57, time: 1.316, data_time: 0.005, memory: 5812, loss_cls: 9.7186, loss: 9.7186, grad_norm: 6.0942 2020-10-24 07:24:52,733 - mmaction - INFO - Epoch [32][760/1147] lr: 1.000e-02, eta: 1 day, 4:50:32, time: 1.343, data_time: 0.010, memory: 5812, loss_cls: 9.8099, loss: 9.8099, grad_norm: 6.0609 2020-10-24 07:25:19,121 - mmaction - INFO - Epoch [32][780/1147] lr: 1.000e-02, eta: 1 day, 4:50:05, time: 1.326, data_time: 0.013, memory: 5812, loss_cls: 9.5384, loss: 9.5384, grad_norm: 6.1376 2020-10-24 07:25:45,406 - mmaction - INFO - Epoch [32][800/1147] lr: 1.000e-02, eta: 1 day, 4:49:38, time: 1.307, data_time: 0.002, memory: 5812, loss_cls: 9.5608, loss: 9.5608, grad_norm: 6.1796 2020-10-24 07:26:12,363 - mmaction - INFO - Epoch [32][820/1147] lr: 1.000e-02, eta: 1 day, 4:49:13, time: 1.355, data_time: 0.010, memory: 5812, loss_cls: 9.5345, loss: 9.5345, grad_norm: 6.1724 2020-10-24 07:26:38,280 - mmaction - INFO - Epoch [32][840/1147] lr: 1.000e-02, eta: 1 day, 4:48:45, time: 1.295, data_time: 0.005, memory: 5812, loss_cls: 9.6146, loss: 9.6146, grad_norm: 6.1437 2020-10-24 07:27:04,874 - mmaction - INFO - Epoch [32][860/1147] lr: 1.000e-02, eta: 1 day, 4:48:19, time: 1.331, data_time: 0.004, memory: 5812, loss_cls: 9.5121, loss: 9.5121, grad_norm: 6.1029 2020-10-24 07:27:31,301 - mmaction - INFO - Epoch [32][880/1147] lr: 1.000e-02, eta: 1 day, 4:47:52, time: 1.314, data_time: 0.005, memory: 5812, loss_cls: 9.5317, loss: 9.5317, grad_norm: 6.2178 2020-10-24 07:27:56,632 - mmaction - INFO - Epoch [32][900/1147] lr: 1.000e-02, eta: 1 day, 4:47:22, time: 1.267, data_time: 0.009, memory: 5812, loss_cls: 9.5420, loss: 9.5420, grad_norm: 6.2050 2020-10-24 07:28:22,801 - mmaction - INFO - Epoch [32][920/1147] lr: 1.000e-02, eta: 1 day, 4:46:54, time: 1.306, data_time: 0.010, memory: 5812, loss_cls: 9.5470, loss: 9.5470, grad_norm: 5.9968 2020-10-24 07:28:49,000 - mmaction - INFO - Epoch [32][940/1147] lr: 1.000e-02, eta: 1 day, 4:46:27, time: 1.319, data_time: 0.011, memory: 5812, loss_cls: 9.5128, loss: 9.5128, grad_norm: 6.0345 2020-10-24 07:29:14,741 - mmaction - INFO - Epoch [32][960/1147] lr: 1.000e-02, eta: 1 day, 4:45:58, time: 1.285, data_time: 0.002, memory: 5812, loss_cls: 9.5445, loss: 9.5445, grad_norm: 6.2324 2020-10-24 07:29:39,704 - mmaction - INFO - Epoch [32][980/1147] lr: 1.000e-02, eta: 1 day, 4:45:27, time: 1.249, data_time: 0.003, memory: 5812, loss_cls: 9.5347, loss: 9.5347, grad_norm: 6.0170 2020-10-24 07:30:06,338 - mmaction - INFO - Epoch [32][1000/1147] lr: 1.000e-02, eta: 1 day, 4:45:01, time: 1.327, data_time: 0.006, memory: 5812, loss_cls: 9.4680, loss: 9.4680, grad_norm: 6.1897 2020-10-24 07:30:32,592 - mmaction - INFO - Epoch [32][1020/1147] lr: 1.000e-02, eta: 1 day, 4:44:34, time: 1.317, data_time: 0.008, memory: 5812, loss_cls: 9.7328, loss: 9.7328, grad_norm: 6.0955 2020-10-24 07:30:59,021 - mmaction - INFO - Epoch [32][1040/1147] lr: 1.000e-02, eta: 1 day, 4:44:07, time: 1.322, data_time: 0.004, memory: 5812, loss_cls: 9.6558, loss: 9.6558, grad_norm: 6.0742 2020-10-24 07:31:24,748 - mmaction - INFO - Epoch [32][1060/1147] lr: 1.000e-02, eta: 1 day, 4:43:38, time: 1.283, data_time: 0.001, memory: 5812, loss_cls: 9.6016, loss: 9.6016, grad_norm: 6.0774 2020-10-24 07:31:50,409 - mmaction - INFO - Epoch [32][1080/1147] lr: 1.000e-02, eta: 1 day, 4:43:09, time: 1.280, data_time: 0.005, memory: 5812, loss_cls: 9.6122, loss: 9.6122, grad_norm: 6.0217 2020-10-24 07:32:16,109 - mmaction - INFO - Epoch [32][1100/1147] lr: 1.000e-02, eta: 1 day, 4:42:40, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 9.4945, loss: 9.4945, grad_norm: 6.0369 2020-10-24 07:32:41,762 - mmaction - INFO - Epoch [32][1120/1147] lr: 1.000e-02, eta: 1 day, 4:42:11, time: 1.281, data_time: 0.007, memory: 5812, loss_cls: 9.6847, loss: 9.6847, grad_norm: 6.0153 2020-10-24 07:33:07,850 - mmaction - INFO - Epoch [32][1140/1147] lr: 1.000e-02, eta: 1 day, 4:41:43, time: 1.302, data_time: 0.006, memory: 5812, loss_cls: 9.7365, loss: 9.7365, grad_norm: 6.0667 2020-10-24 07:33:57,283 - mmaction - INFO - Epoch [33][20/1147] lr: 1.000e-02, eta: 1 day, 4:41:22, time: 2.026, data_time: 1.402, memory: 5812, loss_cls: 9.4477, loss: 9.4477, grad_norm: 6.1290 2020-10-24 07:34:24,640 - mmaction - INFO - Epoch [33][40/1147] lr: 1.000e-02, eta: 1 day, 4:40:58, time: 1.367, data_time: 0.791, memory: 5812, loss_cls: 9.7276, loss: 9.7276, grad_norm: 6.0353 2020-10-24 07:34:52,017 - mmaction - INFO - Epoch [33][60/1147] lr: 1.000e-02, eta: 1 day, 4:40:34, time: 1.370, data_time: 0.744, memory: 5812, loss_cls: 9.3935, loss: 9.3935, grad_norm: 6.1800 2020-10-24 07:35:18,557 - mmaction - INFO - Epoch [33][80/1147] lr: 1.000e-02, eta: 1 day, 4:40:07, time: 1.316, data_time: 0.723, memory: 5812, loss_cls: 9.6748, loss: 9.6748, grad_norm: 6.1711 2020-10-24 07:35:45,051 - mmaction - INFO - Epoch [33][100/1147] lr: 1.000e-02, eta: 1 day, 4:39:41, time: 1.326, data_time: 0.699, memory: 5812, loss_cls: 9.5486, loss: 9.5486, grad_norm: 6.2354 2020-10-24 07:36:10,879 - mmaction - INFO - Epoch [33][120/1147] lr: 1.000e-02, eta: 1 day, 4:39:12, time: 1.292, data_time: 0.670, memory: 5812, loss_cls: 9.3702, loss: 9.3702, grad_norm: 6.1369 2020-10-24 07:36:37,268 - mmaction - INFO - Epoch [33][140/1147] lr: 1.000e-02, eta: 1 day, 4:38:46, time: 1.329, data_time: 0.683, memory: 5812, loss_cls: 9.3221, loss: 9.3221, grad_norm: 6.1231 2020-10-24 07:37:03,357 - mmaction - INFO - Epoch [33][160/1147] lr: 1.000e-02, eta: 1 day, 4:38:18, time: 1.296, data_time: 0.667, memory: 5812, loss_cls: 9.3644, loss: 9.3644, grad_norm: 6.0969 2020-10-24 07:37:29,409 - mmaction - INFO - Epoch [33][180/1147] lr: 1.000e-02, eta: 1 day, 4:37:50, time: 1.303, data_time: 0.684, memory: 5812, loss_cls: 9.6191, loss: 9.6191, grad_norm: 6.2453 2020-10-24 07:37:55,431 - mmaction - INFO - Epoch [33][200/1147] lr: 1.000e-02, eta: 1 day, 4:37:22, time: 1.302, data_time: 0.691, memory: 5812, loss_cls: 9.4771, loss: 9.4771, grad_norm: 6.1290 2020-10-24 07:38:21,877 - mmaction - INFO - Epoch [33][220/1147] lr: 1.000e-02, eta: 1 day, 4:36:56, time: 1.329, data_time: 0.668, memory: 5812, loss_cls: 9.6991, loss: 9.6991, grad_norm: 6.1721 2020-10-24 07:38:47,320 - mmaction - INFO - Epoch [33][240/1147] lr: 1.000e-02, eta: 1 day, 4:36:26, time: 1.268, data_time: 0.670, memory: 5812, loss_cls: 9.4684, loss: 9.4684, grad_norm: 6.0651 2020-10-24 07:39:13,262 - mmaction - INFO - Epoch [33][260/1147] lr: 1.000e-02, eta: 1 day, 4:35:58, time: 1.299, data_time: 0.661, memory: 5812, loss_cls: 9.4917, loss: 9.4917, grad_norm: 6.0682 2020-10-24 07:39:39,204 - mmaction - INFO - Epoch [33][280/1147] lr: 1.000e-02, eta: 1 day, 4:35:30, time: 1.292, data_time: 0.676, memory: 5812, loss_cls: 9.6606, loss: 9.6606, grad_norm: 6.1418 2020-10-24 07:40:04,485 - mmaction - INFO - Epoch [33][300/1147] lr: 1.000e-02, eta: 1 day, 4:35:00, time: 1.272, data_time: 0.679, memory: 5812, loss_cls: 9.5871, loss: 9.5871, grad_norm: 6.1691 2020-10-24 07:40:31,364 - mmaction - INFO - Epoch [33][320/1147] lr: 1.000e-02, eta: 1 day, 4:34:34, time: 1.342, data_time: 0.708, memory: 5812, loss_cls: 9.5002, loss: 9.5002, grad_norm: 6.2667 2020-10-24 07:40:57,265 - mmaction - INFO - Epoch [33][340/1147] lr: 1.000e-02, eta: 1 day, 4:34:06, time: 1.295, data_time: 0.690, memory: 5812, loss_cls: 9.4748, loss: 9.4748, grad_norm: 6.1088 2020-10-24 07:41:23,424 - mmaction - INFO - Epoch [33][360/1147] lr: 1.000e-02, eta: 1 day, 4:33:39, time: 1.308, data_time: 0.685, memory: 5812, loss_cls: 9.6044, loss: 9.6044, grad_norm: 6.1823 2020-10-24 07:41:49,198 - mmaction - INFO - Epoch [33][380/1147] lr: 1.000e-02, eta: 1 day, 4:33:10, time: 1.291, data_time: 0.682, memory: 5812, loss_cls: 9.4050, loss: 9.4050, grad_norm: 6.1278 2020-10-24 07:42:15,278 - mmaction - INFO - Epoch [33][400/1147] lr: 1.000e-02, eta: 1 day, 4:32:42, time: 1.300, data_time: 0.667, memory: 5812, loss_cls: 9.5451, loss: 9.5451, grad_norm: 6.2338 2020-10-24 07:42:41,029 - mmaction - INFO - Epoch [33][420/1147] lr: 1.000e-02, eta: 1 day, 4:32:14, time: 1.289, data_time: 0.680, memory: 5812, loss_cls: 9.4293, loss: 9.4293, grad_norm: 6.1308 2020-10-24 07:43:07,351 - mmaction - INFO - Epoch [33][440/1147] lr: 1.000e-02, eta: 1 day, 4:31:47, time: 1.317, data_time: 0.689, memory: 5812, loss_cls: 9.8508, loss: 9.8508, grad_norm: 8.0555 2020-10-24 07:43:33,412 - mmaction - INFO - Epoch [33][460/1147] lr: 1.000e-02, eta: 1 day, 4:31:19, time: 1.300, data_time: 0.672, memory: 5812, loss_cls: 9.6329, loss: 9.6329, grad_norm: 6.2091 2020-10-24 07:43:59,508 - mmaction - INFO - Epoch [33][480/1147] lr: 1.000e-02, eta: 1 day, 4:30:51, time: 1.310, data_time: 0.693, memory: 5812, loss_cls: 9.4192, loss: 9.4192, grad_norm: 6.2498 2020-10-24 07:44:25,473 - mmaction - INFO - Epoch [33][500/1147] lr: 1.000e-02, eta: 1 day, 4:30:23, time: 1.293, data_time: 0.652, memory: 5812, loss_cls: 9.5411, loss: 9.5411, grad_norm: 6.3084 2020-10-24 07:44:51,276 - mmaction - INFO - Epoch [33][520/1147] lr: 1.000e-02, eta: 1 day, 4:29:55, time: 1.292, data_time: 0.646, memory: 5812, loss_cls: 9.5540, loss: 9.5540, grad_norm: 6.2139 2020-10-24 07:45:16,895 - mmaction - INFO - Epoch [33][540/1147] lr: 1.000e-02, eta: 1 day, 4:29:25, time: 1.278, data_time: 0.661, memory: 5812, loss_cls: 9.5555, loss: 9.5555, grad_norm: 6.1616 2020-10-24 07:45:42,627 - mmaction - INFO - Epoch [33][560/1147] lr: 1.000e-02, eta: 1 day, 4:28:56, time: 1.285, data_time: 0.688, memory: 5812, loss_cls: 9.6841, loss: 9.6841, grad_norm: 6.2825 2020-10-24 07:46:08,702 - mmaction - INFO - Epoch [33][580/1147] lr: 1.000e-02, eta: 1 day, 4:28:29, time: 1.305, data_time: 0.705, memory: 5812, loss_cls: 9.4562, loss: 9.4562, grad_norm: 6.1635 2020-10-24 07:46:35,099 - mmaction - INFO - Epoch [33][600/1147] lr: 1.000e-02, eta: 1 day, 4:28:02, time: 1.317, data_time: 0.685, memory: 5812, loss_cls: 9.6658, loss: 9.6658, grad_norm: 6.0897 2020-10-24 07:47:01,298 - mmaction - INFO - Epoch [33][620/1147] lr: 1.000e-02, eta: 1 day, 4:27:35, time: 1.316, data_time: 0.689, memory: 5812, loss_cls: 9.4977, loss: 9.4977, grad_norm: 5.9420 2020-10-24 07:47:26,698 - mmaction - INFO - Epoch [33][640/1147] lr: 1.000e-02, eta: 1 day, 4:27:05, time: 1.269, data_time: 0.663, memory: 5812, loss_cls: 9.6566, loss: 9.6566, grad_norm: 6.1276 2020-10-24 07:47:52,199 - mmaction - INFO - Epoch [33][660/1147] lr: 1.000e-02, eta: 1 day, 4:26:35, time: 1.265, data_time: 0.655, memory: 5812, loss_cls: 9.4845, loss: 9.4845, grad_norm: 6.0768 2020-10-24 07:48:18,365 - mmaction - INFO - Epoch [33][680/1147] lr: 1.000e-02, eta: 1 day, 4:26:08, time: 1.316, data_time: 0.687, memory: 5812, loss_cls: 9.4811, loss: 9.4811, grad_norm: 6.1381 2020-10-24 07:48:44,297 - mmaction - INFO - Epoch [33][700/1147] lr: 1.000e-02, eta: 1 day, 4:25:40, time: 1.297, data_time: 0.678, memory: 5812, loss_cls: 9.4724, loss: 9.4724, grad_norm: 6.0019 2020-10-24 07:49:10,414 - mmaction - INFO - Epoch [33][720/1147] lr: 1.000e-02, eta: 1 day, 4:25:13, time: 1.305, data_time: 0.699, memory: 5812, loss_cls: 9.7768, loss: 9.7768, grad_norm: 6.1119 2020-10-24 07:49:36,080 - mmaction - INFO - Epoch [33][740/1147] lr: 1.000e-02, eta: 1 day, 4:24:44, time: 1.286, data_time: 0.678, memory: 5812, loss_cls: 9.7903, loss: 9.7903, grad_norm: 6.2476 2020-10-24 07:50:02,369 - mmaction - INFO - Epoch [33][760/1147] lr: 1.000e-02, eta: 1 day, 4:24:17, time: 1.313, data_time: 0.682, memory: 5812, loss_cls: 9.6207, loss: 9.6207, grad_norm: 6.2769 2020-10-24 07:50:28,472 - mmaction - INFO - Epoch [33][780/1147] lr: 1.000e-02, eta: 1 day, 4:23:49, time: 1.298, data_time: 0.657, memory: 5812, loss_cls: 9.6459, loss: 9.6459, grad_norm: 6.0720 2020-10-24 07:50:54,709 - mmaction - INFO - Epoch [33][800/1147] lr: 1.000e-02, eta: 1 day, 4:23:22, time: 1.316, data_time: 0.696, memory: 5812, loss_cls: 9.3044, loss: 9.3044, grad_norm: 6.1040 2020-10-24 07:51:20,708 - mmaction - INFO - Epoch [33][820/1147] lr: 1.000e-02, eta: 1 day, 4:22:54, time: 1.304, data_time: 0.684, memory: 5812, loss_cls: 9.5762, loss: 9.5762, grad_norm: 5.9763 2020-10-24 07:51:46,284 - mmaction - INFO - Epoch [33][840/1147] lr: 1.000e-02, eta: 1 day, 4:22:25, time: 1.282, data_time: 0.631, memory: 5812, loss_cls: 9.3584, loss: 9.3584, grad_norm: 6.1933 2020-10-24 07:52:11,725 - mmaction - INFO - Epoch [33][860/1147] lr: 1.000e-02, eta: 1 day, 4:21:55, time: 1.270, data_time: 0.651, memory: 5812, loss_cls: 9.3629, loss: 9.3629, grad_norm: 6.0187 2020-10-24 07:52:36,884 - mmaction - INFO - Epoch [33][880/1147] lr: 1.000e-02, eta: 1 day, 4:21:25, time: 1.254, data_time: 0.652, memory: 5812, loss_cls: 9.5228, loss: 9.5228, grad_norm: 6.0077 2020-10-24 07:53:02,981 - mmaction - INFO - Epoch [33][900/1147] lr: 1.000e-02, eta: 1 day, 4:20:57, time: 1.304, data_time: 0.678, memory: 5812, loss_cls: 9.5261, loss: 9.5261, grad_norm: 6.1185 2020-10-24 07:53:29,049 - mmaction - INFO - Epoch [33][920/1147] lr: 1.000e-02, eta: 1 day, 4:20:30, time: 1.304, data_time: 0.694, memory: 5812, loss_cls: 9.7033, loss: 9.7033, grad_norm: 6.2089 2020-10-24 07:53:54,897 - mmaction - INFO - Epoch [33][940/1147] lr: 1.000e-02, eta: 1 day, 4:20:01, time: 1.288, data_time: 0.662, memory: 5812, loss_cls: 9.7005, loss: 9.7005, grad_norm: 6.2151 2020-10-24 07:54:20,739 - mmaction - INFO - Epoch [33][960/1147] lr: 1.000e-02, eta: 1 day, 4:19:33, time: 1.298, data_time: 0.671, memory: 5812, loss_cls: 9.5487, loss: 9.5487, grad_norm: 6.1596 2020-10-24 07:54:45,853 - mmaction - INFO - Epoch [33][980/1147] lr: 1.000e-02, eta: 1 day, 4:19:03, time: 1.257, data_time: 0.646, memory: 5812, loss_cls: 9.6639, loss: 9.6639, grad_norm: 6.1418 2020-10-24 07:55:11,302 - mmaction - INFO - Epoch [33][1000/1147] lr: 1.000e-02, eta: 1 day, 4:18:33, time: 1.274, data_time: 0.623, memory: 5812, loss_cls: 9.5149, loss: 9.5149, grad_norm: 6.1143 2020-10-24 07:55:37,381 - mmaction - INFO - Epoch [33][1020/1147] lr: 1.000e-02, eta: 1 day, 4:18:06, time: 1.304, data_time: 0.681, memory: 5812, loss_cls: 9.5352, loss: 9.5352, grad_norm: 6.1228 2020-10-24 07:56:03,047 - mmaction - INFO - Epoch [33][1040/1147] lr: 1.000e-02, eta: 1 day, 4:17:37, time: 1.283, data_time: 0.656, memory: 5812, loss_cls: 9.5082, loss: 9.5082, grad_norm: 6.0424 2020-10-24 07:56:29,210 - mmaction - INFO - Epoch [33][1060/1147] lr: 1.000e-02, eta: 1 day, 4:17:09, time: 1.305, data_time: 0.663, memory: 5812, loss_cls: 9.6573, loss: 9.6573, grad_norm: 6.2722 2020-10-24 07:56:54,719 - mmaction - INFO - Epoch [33][1080/1147] lr: 1.000e-02, eta: 1 day, 4:16:40, time: 1.270, data_time: 0.661, memory: 5812, loss_cls: 9.5748, loss: 9.5748, grad_norm: 6.0996 2020-10-24 07:57:20,565 - mmaction - INFO - Epoch [33][1100/1147] lr: 1.000e-02, eta: 1 day, 4:16:12, time: 1.297, data_time: 0.662, memory: 5812, loss_cls: 9.4272, loss: 9.4272, grad_norm: 6.0066 2020-10-24 07:57:46,298 - mmaction - INFO - Epoch [33][1120/1147] lr: 1.000e-02, eta: 1 day, 4:15:43, time: 1.282, data_time: 0.666, memory: 5812, loss_cls: 9.3733, loss: 9.3733, grad_norm: 5.9528 2020-10-24 07:58:12,401 - mmaction - INFO - Epoch [33][1140/1147] lr: 1.000e-02, eta: 1 day, 4:15:16, time: 1.313, data_time: 0.694, memory: 5812, loss_cls: 9.7063, loss: 9.7063, grad_norm: 6.1584 2020-10-24 07:59:03,163 - mmaction - INFO - Epoch [34][20/1147] lr: 1.000e-02, eta: 1 day, 4:14:58, time: 2.102, data_time: 0.856, memory: 5812, loss_cls: 9.4460, loss: 9.4460, grad_norm: 6.0257 2020-10-24 07:59:30,439 - mmaction - INFO - Epoch [34][40/1147] lr: 1.000e-02, eta: 1 day, 4:14:34, time: 1.364, data_time: 0.008, memory: 5812, loss_cls: 9.5232, loss: 9.5232, grad_norm: 6.0877 2020-10-24 07:59:56,805 - mmaction - INFO - Epoch [34][60/1147] lr: 1.000e-02, eta: 1 day, 4:14:07, time: 1.318, data_time: 0.001, memory: 5812, loss_cls: 9.2312, loss: 9.2312, grad_norm: 6.1012 2020-10-24 08:00:24,035 - mmaction - INFO - Epoch [34][80/1147] lr: 1.000e-02, eta: 1 day, 4:13:43, time: 1.359, data_time: 0.003, memory: 5812, loss_cls: 9.5071, loss: 9.5071, grad_norm: 6.1844 2020-10-24 08:00:49,901 - mmaction - INFO - Epoch [34][100/1147] lr: 1.000e-02, eta: 1 day, 4:13:15, time: 1.296, data_time: 0.004, memory: 5812, loss_cls: 9.5890, loss: 9.5890, grad_norm: 6.3084 2020-10-24 08:01:15,959 - mmaction - INFO - Epoch [34][120/1147] lr: 1.000e-02, eta: 1 day, 4:12:47, time: 1.299, data_time: 0.003, memory: 5812, loss_cls: 9.4466, loss: 9.4466, grad_norm: 6.1714 2020-10-24 08:01:41,499 - mmaction - INFO - Epoch [34][140/1147] lr: 1.000e-02, eta: 1 day, 4:12:18, time: 1.281, data_time: 0.005, memory: 5812, loss_cls: 9.4440, loss: 9.4440, grad_norm: 6.1773 2020-10-24 08:02:07,645 - mmaction - INFO - Epoch [34][160/1147] lr: 1.000e-02, eta: 1 day, 4:11:50, time: 1.302, data_time: 0.002, memory: 5812, loss_cls: 9.4435, loss: 9.4435, grad_norm: 6.1046 2020-10-24 08:02:33,278 - mmaction - INFO - Epoch [34][180/1147] lr: 1.000e-02, eta: 1 day, 4:11:22, time: 1.285, data_time: 0.007, memory: 5812, loss_cls: 9.4313, loss: 9.4313, grad_norm: 6.1484 2020-10-24 08:02:59,891 - mmaction - INFO - Epoch [34][200/1147] lr: 1.000e-02, eta: 1 day, 4:10:55, time: 1.329, data_time: 0.006, memory: 5812, loss_cls: 9.3736, loss: 9.3736, grad_norm: 6.1133 2020-10-24 08:03:25,979 - mmaction - INFO - Epoch [34][220/1147] lr: 1.000e-02, eta: 1 day, 4:10:28, time: 1.306, data_time: 0.021, memory: 5812, loss_cls: 9.4476, loss: 9.4476, grad_norm: 6.2249 2020-10-24 08:03:52,127 - mmaction - INFO - Epoch [34][240/1147] lr: 1.000e-02, eta: 1 day, 4:10:00, time: 1.295, data_time: 0.006, memory: 5812, loss_cls: 9.5655, loss: 9.5655, grad_norm: 6.0821 2020-10-24 08:04:18,300 - mmaction - INFO - Epoch [34][260/1147] lr: 1.000e-02, eta: 1 day, 4:09:33, time: 1.314, data_time: 0.016, memory: 5812, loss_cls: 9.5722, loss: 9.5722, grad_norm: 6.2180 2020-10-24 08:04:44,350 - mmaction - INFO - Epoch [34][280/1147] lr: 1.000e-02, eta: 1 day, 4:09:05, time: 1.303, data_time: 0.015, memory: 5812, loss_cls: 9.3416, loss: 9.3416, grad_norm: 6.3148 2020-10-24 08:05:10,455 - mmaction - INFO - Epoch [34][300/1147] lr: 1.000e-02, eta: 1 day, 4:08:38, time: 1.312, data_time: 0.010, memory: 5812, loss_cls: 9.6807, loss: 9.6807, grad_norm: 6.2547 2020-10-24 08:05:36,240 - mmaction - INFO - Epoch [34][320/1147] lr: 1.000e-02, eta: 1 day, 4:08:09, time: 1.282, data_time: 0.004, memory: 5812, loss_cls: 9.6128, loss: 9.6128, grad_norm: 6.1312 2020-10-24 08:06:02,332 - mmaction - INFO - Epoch [34][340/1147] lr: 1.000e-02, eta: 1 day, 4:07:42, time: 1.311, data_time: 0.012, memory: 5812, loss_cls: 9.5060, loss: 9.5060, grad_norm: 6.1665 2020-10-24 08:06:27,803 - mmaction - INFO - Epoch [34][360/1147] lr: 1.000e-02, eta: 1 day, 4:07:12, time: 1.268, data_time: 0.005, memory: 5812, loss_cls: 9.4876, loss: 9.4876, grad_norm: 6.1391 2020-10-24 08:06:54,060 - mmaction - INFO - Epoch [34][380/1147] lr: 1.000e-02, eta: 1 day, 4:06:45, time: 1.318, data_time: 0.011, memory: 5812, loss_cls: 9.3437, loss: 9.3437, grad_norm: 6.0417 2020-10-24 08:07:20,384 - mmaction - INFO - Epoch [34][400/1147] lr: 1.000e-02, eta: 1 day, 4:06:19, time: 1.320, data_time: 0.008, memory: 5812, loss_cls: 9.3814, loss: 9.3814, grad_norm: 6.0914 2020-10-24 08:07:46,260 - mmaction - INFO - Epoch [34][420/1147] lr: 1.000e-02, eta: 1 day, 4:05:50, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 9.5907, loss: 9.5907, grad_norm: 6.1661 2020-10-24 08:08:11,951 - mmaction - INFO - Epoch [34][440/1147] lr: 1.000e-02, eta: 1 day, 4:05:22, time: 1.290, data_time: 0.008, memory: 5812, loss_cls: 9.5559, loss: 9.5559, grad_norm: 6.1708 2020-10-24 08:08:38,455 - mmaction - INFO - Epoch [34][460/1147] lr: 1.000e-02, eta: 1 day, 4:04:55, time: 1.316, data_time: 0.004, memory: 5812, loss_cls: 9.6037, loss: 9.6037, grad_norm: 6.2589 2020-10-24 08:09:04,535 - mmaction - INFO - Epoch [34][480/1147] lr: 1.000e-02, eta: 1 day, 4:04:28, time: 1.310, data_time: 0.014, memory: 5812, loss_cls: 9.5205, loss: 9.5205, grad_norm: 6.2913 2020-10-24 08:09:30,623 - mmaction - INFO - Epoch [34][500/1147] lr: 1.000e-02, eta: 1 day, 4:04:00, time: 1.306, data_time: 0.009, memory: 5812, loss_cls: 9.4658, loss: 9.4658, grad_norm: 6.0795 2020-10-24 08:09:56,558 - mmaction - INFO - Epoch [34][520/1147] lr: 1.000e-02, eta: 1 day, 4:03:32, time: 1.295, data_time: 0.008, memory: 5812, loss_cls: 9.4961, loss: 9.4961, grad_norm: 6.2883 2020-10-24 08:10:22,901 - mmaction - INFO - Epoch [34][540/1147] lr: 1.000e-02, eta: 1 day, 4:03:05, time: 1.311, data_time: 0.009, memory: 5812, loss_cls: 9.7334, loss: 9.7334, grad_norm: 6.1589 2020-10-24 08:10:48,855 - mmaction - INFO - Epoch [34][560/1147] lr: 1.000e-02, eta: 1 day, 4:02:37, time: 1.300, data_time: 0.016, memory: 5812, loss_cls: 9.5619, loss: 9.5619, grad_norm: 6.1716 2020-10-24 08:11:14,681 - mmaction - INFO - Epoch [34][580/1147] lr: 1.000e-02, eta: 1 day, 4:02:09, time: 1.293, data_time: 0.012, memory: 5812, loss_cls: 9.3412, loss: 9.3412, grad_norm: 6.0161 2020-10-24 08:11:40,055 - mmaction - INFO - Epoch [34][600/1147] lr: 1.000e-02, eta: 1 day, 4:01:40, time: 1.270, data_time: 0.010, memory: 5812, loss_cls: 9.4295, loss: 9.4295, grad_norm: 6.0086 2020-10-24 08:12:06,031 - mmaction - INFO - Epoch [34][620/1147] lr: 1.000e-02, eta: 1 day, 4:01:12, time: 1.304, data_time: 0.008, memory: 5812, loss_cls: 9.4503, loss: 9.4503, grad_norm: 6.1428 2020-10-24 08:12:32,385 - mmaction - INFO - Epoch [34][640/1147] lr: 1.000e-02, eta: 1 day, 4:00:45, time: 1.315, data_time: 0.003, memory: 5812, loss_cls: 9.5922, loss: 9.5922, grad_norm: 6.1001 2020-10-24 08:12:58,741 - mmaction - INFO - Epoch [34][660/1147] lr: 1.000e-02, eta: 1 day, 4:00:18, time: 1.318, data_time: 0.005, memory: 5812, loss_cls: 9.4776, loss: 9.4776, grad_norm: 6.2386 2020-10-24 08:13:24,576 - mmaction - INFO - Epoch [34][680/1147] lr: 1.000e-02, eta: 1 day, 3:59:50, time: 1.292, data_time: 0.006, memory: 5812, loss_cls: 9.3465, loss: 9.3465, grad_norm: 6.1889 2020-10-24 08:13:50,515 - mmaction - INFO - Epoch [34][700/1147] lr: 1.000e-02, eta: 1 day, 3:59:22, time: 1.295, data_time: 0.005, memory: 5812, loss_cls: 9.4520, loss: 9.4520, grad_norm: 5.9724 2020-10-24 08:14:16,137 - mmaction - INFO - Epoch [34][720/1147] lr: 1.000e-02, eta: 1 day, 3:58:53, time: 1.285, data_time: 0.010, memory: 5812, loss_cls: 9.5371, loss: 9.5371, grad_norm: 6.0690 2020-10-24 08:14:42,319 - mmaction - INFO - Epoch [34][740/1147] lr: 1.000e-02, eta: 1 day, 3:58:26, time: 1.305, data_time: 0.001, memory: 5812, loss_cls: 9.3925, loss: 9.3925, grad_norm: 6.0019 2020-10-24 08:15:08,202 - mmaction - INFO - Epoch [34][760/1147] lr: 1.000e-02, eta: 1 day, 3:57:58, time: 1.293, data_time: 0.007, memory: 5812, loss_cls: 9.4784, loss: 9.4784, grad_norm: 6.0630 2020-10-24 08:15:34,151 - mmaction - INFO - Epoch [34][780/1147] lr: 1.000e-02, eta: 1 day, 3:57:30, time: 1.302, data_time: 0.009, memory: 5812, loss_cls: 9.6569, loss: 9.6569, grad_norm: 6.2016 2020-10-24 08:15:59,480 - mmaction - INFO - Epoch [34][800/1147] lr: 1.000e-02, eta: 1 day, 3:57:00, time: 1.255, data_time: 0.004, memory: 5812, loss_cls: 9.5297, loss: 9.5297, grad_norm: 6.2474 2020-10-24 08:16:25,244 - mmaction - INFO - Epoch [34][820/1147] lr: 1.000e-02, eta: 1 day, 3:56:31, time: 1.289, data_time: 0.015, memory: 5812, loss_cls: 9.5025, loss: 9.5025, grad_norm: 6.0988 2020-10-24 08:16:50,986 - mmaction - INFO - Epoch [34][840/1147] lr: 1.000e-02, eta: 1 day, 3:56:03, time: 1.292, data_time: 0.013, memory: 5812, loss_cls: 9.6216, loss: 9.6216, grad_norm: 6.1653 2020-10-24 08:17:17,165 - mmaction - INFO - Epoch [34][860/1147] lr: 1.000e-02, eta: 1 day, 3:55:36, time: 1.313, data_time: 0.009, memory: 5812, loss_cls: 9.5638, loss: 9.5638, grad_norm: 6.0804 2020-10-24 08:17:42,741 - mmaction - INFO - Epoch [34][880/1147] lr: 1.000e-02, eta: 1 day, 3:55:07, time: 1.273, data_time: 0.007, memory: 5812, loss_cls: 9.4084, loss: 9.4084, grad_norm: 5.9803 2020-10-24 08:18:08,321 - mmaction - INFO - Epoch [34][900/1147] lr: 1.000e-02, eta: 1 day, 3:54:38, time: 1.281, data_time: 0.015, memory: 5812, loss_cls: 9.4479, loss: 9.4479, grad_norm: 6.1027 2020-10-24 08:18:34,246 - mmaction - INFO - Epoch [34][920/1147] lr: 1.000e-02, eta: 1 day, 3:54:10, time: 1.296, data_time: 0.010, memory: 5812, loss_cls: 9.5262, loss: 9.5262, grad_norm: 6.0820 2020-10-24 08:18:59,906 - mmaction - INFO - Epoch [34][940/1147] lr: 1.000e-02, eta: 1 day, 3:53:42, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 9.4851, loss: 9.4851, grad_norm: 6.0841 2020-10-24 08:19:26,069 - mmaction - INFO - Epoch [34][960/1147] lr: 1.000e-02, eta: 1 day, 3:53:15, time: 1.308, data_time: 0.017, memory: 5812, loss_cls: 9.5296, loss: 9.5296, grad_norm: 6.3106 2020-10-24 08:19:51,866 - mmaction - INFO - Epoch [34][980/1147] lr: 1.000e-02, eta: 1 day, 3:52:46, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 9.8382, loss: 9.8382, grad_norm: 6.2192 2020-10-24 08:20:17,515 - mmaction - INFO - Epoch [34][1000/1147] lr: 1.000e-02, eta: 1 day, 3:52:17, time: 1.278, data_time: 0.004, memory: 5812, loss_cls: 9.5017, loss: 9.5017, grad_norm: 6.1203 2020-10-24 08:20:43,367 - mmaction - INFO - Epoch [34][1020/1147] lr: 1.000e-02, eta: 1 day, 3:51:49, time: 1.294, data_time: 0.007, memory: 5812, loss_cls: 9.7931, loss: 9.7931, grad_norm: 6.0955 2020-10-24 08:21:09,160 - mmaction - INFO - Epoch [34][1040/1147] lr: 1.000e-02, eta: 1 day, 3:51:21, time: 1.290, data_time: 0.005, memory: 5812, loss_cls: 9.4780, loss: 9.4780, grad_norm: 6.1267 2020-10-24 08:21:34,928 - mmaction - INFO - Epoch [34][1060/1147] lr: 1.000e-02, eta: 1 day, 3:50:53, time: 1.290, data_time: 0.007, memory: 5812, loss_cls: 9.5874, loss: 9.5874, grad_norm: 6.1707 2020-10-24 08:22:00,916 - mmaction - INFO - Epoch [34][1080/1147] lr: 1.000e-02, eta: 1 day, 3:50:25, time: 1.298, data_time: 0.005, memory: 5812, loss_cls: 9.6354, loss: 9.6354, grad_norm: 6.1387 2020-10-24 08:22:26,577 - mmaction - INFO - Epoch [34][1100/1147] lr: 1.000e-02, eta: 1 day, 3:49:56, time: 1.282, data_time: 0.005, memory: 5812, loss_cls: 9.5943, loss: 9.5943, grad_norm: 6.0990 2020-10-24 08:22:51,817 - mmaction - INFO - Epoch [34][1120/1147] lr: 1.000e-02, eta: 1 day, 3:49:26, time: 1.263, data_time: 0.006, memory: 5812, loss_cls: 9.5796, loss: 9.5796, grad_norm: 6.1761 2020-10-24 08:23:18,291 - mmaction - INFO - Epoch [34][1140/1147] lr: 1.000e-02, eta: 1 day, 3:49:00, time: 1.326, data_time: 0.008, memory: 5812, loss_cls: 9.8825, loss: 9.8825, grad_norm: 6.1461 2020-10-24 08:24:05,442 - mmaction - INFO - Epoch [35][20/1147] lr: 1.000e-02, eta: 1 day, 3:48:33, time: 1.938, data_time: 0.667, memory: 5812, loss_cls: 9.3999, loss: 9.3999, grad_norm: 6.1705 2020-10-24 08:24:33,048 - mmaction - INFO - Epoch [35][40/1147] lr: 1.000e-02, eta: 1 day, 3:48:10, time: 1.383, data_time: 0.010, memory: 5812, loss_cls: 9.5594, loss: 9.5594, grad_norm: 6.1454 2020-10-24 08:24:59,347 - mmaction - INFO - Epoch [35][60/1147] lr: 1.000e-02, eta: 1 day, 3:47:43, time: 1.315, data_time: 0.004, memory: 5812, loss_cls: 9.5790, loss: 9.5790, grad_norm: 6.1032 2020-10-24 08:25:25,819 - mmaction - INFO - Epoch [35][80/1147] lr: 1.000e-02, eta: 1 day, 3:47:16, time: 1.317, data_time: 0.004, memory: 5812, loss_cls: 9.3923, loss: 9.3923, grad_norm: 6.2415 2020-10-24 08:25:52,263 - mmaction - INFO - Epoch [35][100/1147] lr: 1.000e-02, eta: 1 day, 3:46:50, time: 1.326, data_time: 0.008, memory: 5812, loss_cls: 9.4832, loss: 9.4832, grad_norm: 6.1767 2020-10-24 08:26:17,908 - mmaction - INFO - Epoch [35][120/1147] lr: 1.000e-02, eta: 1 day, 3:46:21, time: 1.278, data_time: 0.004, memory: 5812, loss_cls: 9.5702, loss: 9.5702, grad_norm: 6.1075 2020-10-24 08:26:44,439 - mmaction - INFO - Epoch [35][140/1147] lr: 1.000e-02, eta: 1 day, 3:45:55, time: 1.332, data_time: 0.008, memory: 5812, loss_cls: 9.5478, loss: 9.5478, grad_norm: 6.0779 2020-10-24 08:27:10,643 - mmaction - INFO - Epoch [35][160/1147] lr: 1.000e-02, eta: 1 day, 3:45:28, time: 1.308, data_time: 0.004, memory: 5812, loss_cls: 9.5681, loss: 9.5681, grad_norm: 6.2178 2020-10-24 08:27:37,391 - mmaction - INFO - Epoch [35][180/1147] lr: 1.000e-02, eta: 1 day, 3:45:02, time: 1.332, data_time: 0.006, memory: 5812, loss_cls: 9.4301, loss: 9.4301, grad_norm: 6.2148 2020-10-24 08:28:03,632 - mmaction - INFO - Epoch [35][200/1147] lr: 1.000e-02, eta: 1 day, 3:44:35, time: 1.315, data_time: 0.011, memory: 5812, loss_cls: 9.4745, loss: 9.4745, grad_norm: 6.1413 2020-10-24 08:28:30,530 - mmaction - INFO - Epoch [35][220/1147] lr: 1.000e-02, eta: 1 day, 3:44:10, time: 1.348, data_time: 0.009, memory: 5812, loss_cls: 9.1997, loss: 9.1997, grad_norm: 6.1111 2020-10-24 08:28:57,239 - mmaction - INFO - Epoch [35][240/1147] lr: 1.000e-02, eta: 1 day, 3:43:44, time: 1.335, data_time: 0.005, memory: 5812, loss_cls: 9.6567, loss: 9.6567, grad_norm: 6.3007 2020-10-24 08:29:23,687 - mmaction - INFO - Epoch [35][260/1147] lr: 1.000e-02, eta: 1 day, 3:43:17, time: 1.323, data_time: 0.006, memory: 5812, loss_cls: 9.5386, loss: 9.5386, grad_norm: 6.3871 2020-10-24 08:29:50,341 - mmaction - INFO - Epoch [35][280/1147] lr: 1.000e-02, eta: 1 day, 3:42:52, time: 1.333, data_time: 0.007, memory: 5812, loss_cls: 9.4411, loss: 9.4411, grad_norm: 6.2422 2020-10-24 08:30:16,890 - mmaction - INFO - Epoch [35][300/1147] lr: 1.000e-02, eta: 1 day, 3:42:25, time: 1.321, data_time: 0.007, memory: 5812, loss_cls: 9.4955, loss: 9.4955, grad_norm: 6.1090 2020-10-24 08:30:42,992 - mmaction - INFO - Epoch [35][320/1147] lr: 1.000e-02, eta: 1 day, 3:41:57, time: 1.303, data_time: 0.013, memory: 5812, loss_cls: 9.4230, loss: 9.4230, grad_norm: 6.2900 2020-10-24 08:31:09,308 - mmaction - INFO - Epoch [35][340/1147] lr: 1.000e-02, eta: 1 day, 3:41:31, time: 1.321, data_time: 0.014, memory: 5812, loss_cls: 9.6126, loss: 9.6126, grad_norm: 6.1778 2020-10-24 08:31:34,407 - mmaction - INFO - Epoch [35][360/1147] lr: 1.000e-02, eta: 1 day, 3:41:01, time: 1.256, data_time: 0.009, memory: 5812, loss_cls: 9.5653, loss: 9.5653, grad_norm: 6.0245 2020-10-24 08:32:00,497 - mmaction - INFO - Epoch [35][380/1147] lr: 1.000e-02, eta: 1 day, 3:40:33, time: 1.306, data_time: 0.009, memory: 5812, loss_cls: 9.4299, loss: 9.4299, grad_norm: 6.1314 2020-10-24 08:32:27,180 - mmaction - INFO - Epoch [35][400/1147] lr: 1.000e-02, eta: 1 day, 3:40:08, time: 1.338, data_time: 0.006, memory: 5812, loss_cls: 9.4100, loss: 9.4100, grad_norm: 6.2035 2020-10-24 08:32:53,437 - mmaction - INFO - Epoch [35][420/1147] lr: 1.000e-02, eta: 1 day, 3:39:41, time: 1.311, data_time: 0.003, memory: 5812, loss_cls: 9.3917, loss: 9.3917, grad_norm: 6.1824 2020-10-24 08:33:19,947 - mmaction - INFO - Epoch [35][440/1147] lr: 1.000e-02, eta: 1 day, 3:39:14, time: 1.316, data_time: 0.003, memory: 5812, loss_cls: 9.6762, loss: 9.6762, grad_norm: 6.3271 2020-10-24 08:33:45,700 - mmaction - INFO - Epoch [35][460/1147] lr: 1.000e-02, eta: 1 day, 3:38:46, time: 1.294, data_time: 0.013, memory: 5812, loss_cls: 9.3792, loss: 9.3792, grad_norm: 6.0091 2020-10-24 08:34:11,340 - mmaction - INFO - Epoch [35][480/1147] lr: 1.000e-02, eta: 1 day, 3:38:17, time: 1.282, data_time: 0.005, memory: 5812, loss_cls: 9.5916, loss: 9.5916, grad_norm: 6.2439 2020-10-24 08:34:37,580 - mmaction - INFO - Epoch [35][500/1147] lr: 1.000e-02, eta: 1 day, 3:37:50, time: 1.309, data_time: 0.005, memory: 5812, loss_cls: 9.3533, loss: 9.3533, grad_norm: 6.0914 2020-10-24 08:35:03,718 - mmaction - INFO - Epoch [35][520/1147] lr: 1.000e-02, eta: 1 day, 3:37:23, time: 1.309, data_time: 0.008, memory: 5812, loss_cls: 9.4967, loss: 9.4967, grad_norm: 6.0433 2020-10-24 08:35:29,999 - mmaction - INFO - Epoch [35][540/1147] lr: 1.000e-02, eta: 1 day, 3:36:56, time: 1.315, data_time: 0.007, memory: 5812, loss_cls: 9.3457, loss: 9.3457, grad_norm: 6.0204 2020-10-24 08:35:56,392 - mmaction - INFO - Epoch [35][560/1147] lr: 1.000e-02, eta: 1 day, 3:36:29, time: 1.317, data_time: 0.006, memory: 5812, loss_cls: 9.5858, loss: 9.5858, grad_norm: 6.2689 2020-10-24 08:36:22,866 - mmaction - INFO - Epoch [35][580/1147] lr: 1.000e-02, eta: 1 day, 3:36:03, time: 1.328, data_time: 0.008, memory: 5812, loss_cls: 9.5890, loss: 9.5890, grad_norm: 6.2197 2020-10-24 08:36:48,605 - mmaction - INFO - Epoch [35][600/1147] lr: 1.000e-02, eta: 1 day, 3:35:35, time: 1.288, data_time: 0.004, memory: 5812, loss_cls: 9.5912, loss: 9.5912, grad_norm: 6.1942 2020-10-24 08:37:14,864 - mmaction - INFO - Epoch [35][620/1147] lr: 1.000e-02, eta: 1 day, 3:35:08, time: 1.311, data_time: 0.002, memory: 5812, loss_cls: 9.6259, loss: 9.6259, grad_norm: 6.1304 2020-10-24 08:37:41,160 - mmaction - INFO - Epoch [35][640/1147] lr: 1.000e-02, eta: 1 day, 3:34:41, time: 1.314, data_time: 0.005, memory: 5812, loss_cls: 9.6254, loss: 9.6254, grad_norm: 6.1275 2020-10-24 08:38:07,168 - mmaction - INFO - Epoch [35][660/1147] lr: 1.000e-02, eta: 1 day, 3:34:13, time: 1.301, data_time: 0.005, memory: 5812, loss_cls: 9.2701, loss: 9.2701, grad_norm: 6.0365 2020-10-24 08:38:33,734 - mmaction - INFO - Epoch [35][680/1147] lr: 1.000e-02, eta: 1 day, 3:33:47, time: 1.330, data_time: 0.005, memory: 5812, loss_cls: 9.4789, loss: 9.4789, grad_norm: 6.1626 2020-10-24 08:38:59,736 - mmaction - INFO - Epoch [35][700/1147] lr: 1.000e-02, eta: 1 day, 3:33:19, time: 1.292, data_time: 0.003, memory: 5812, loss_cls: 9.6790, loss: 9.6790, grad_norm: 6.2892 2020-10-24 08:39:25,473 - mmaction - INFO - Epoch [35][720/1147] lr: 1.000e-02, eta: 1 day, 3:32:51, time: 1.296, data_time: 0.013, memory: 5812, loss_cls: 9.5101, loss: 9.5101, grad_norm: 6.1443 2020-10-24 08:39:51,924 - mmaction - INFO - Epoch [35][740/1147] lr: 1.000e-02, eta: 1 day, 3:32:24, time: 1.314, data_time: 0.003, memory: 5812, loss_cls: 9.5754, loss: 9.5754, grad_norm: 6.1290 2020-10-24 08:40:17,989 - mmaction - INFO - Epoch [35][760/1147] lr: 1.000e-02, eta: 1 day, 3:31:57, time: 1.301, data_time: 0.012, memory: 5812, loss_cls: 9.6306, loss: 9.6306, grad_norm: 6.2174 2020-10-24 08:40:43,864 - mmaction - INFO - Epoch [35][780/1147] lr: 1.000e-02, eta: 1 day, 3:31:29, time: 1.299, data_time: 0.015, memory: 5812, loss_cls: 9.5956, loss: 9.5956, grad_norm: 5.9240 2020-10-24 08:41:10,509 - mmaction - INFO - Epoch [35][800/1147] lr: 1.000e-02, eta: 1 day, 3:31:03, time: 1.335, data_time: 0.007, memory: 5812, loss_cls: 9.4903, loss: 9.4903, grad_norm: 6.1142 2020-10-24 08:41:36,697 - mmaction - INFO - Epoch [35][820/1147] lr: 1.000e-02, eta: 1 day, 3:30:36, time: 1.310, data_time: 0.006, memory: 5812, loss_cls: 9.5490, loss: 9.5490, grad_norm: 6.0739 2020-10-24 08:42:02,837 - mmaction - INFO - Epoch [35][840/1147] lr: 1.000e-02, eta: 1 day, 3:30:09, time: 1.303, data_time: 0.002, memory: 5812, loss_cls: 9.3829, loss: 9.3829, grad_norm: 6.1188 2020-10-24 08:42:29,402 - mmaction - INFO - Epoch [35][860/1147] lr: 1.000e-02, eta: 1 day, 3:29:43, time: 1.329, data_time: 0.008, memory: 5812, loss_cls: 9.5320, loss: 9.5320, grad_norm: 6.1204 2020-10-24 08:42:55,390 - mmaction - INFO - Epoch [35][880/1147] lr: 1.000e-02, eta: 1 day, 3:29:15, time: 1.295, data_time: 0.007, memory: 5812, loss_cls: 9.4794, loss: 9.4794, grad_norm: 6.1456 2020-10-24 08:43:21,691 - mmaction - INFO - Epoch [35][900/1147] lr: 1.000e-02, eta: 1 day, 3:28:48, time: 1.322, data_time: 0.010, memory: 5812, loss_cls: 9.3992, loss: 9.3992, grad_norm: 6.1318 2020-10-24 08:43:47,637 - mmaction - INFO - Epoch [35][920/1147] lr: 1.000e-02, eta: 1 day, 3:28:20, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 9.5435, loss: 9.5435, grad_norm: 6.1567 2020-10-24 08:44:13,573 - mmaction - INFO - Epoch [35][940/1147] lr: 1.000e-02, eta: 1 day, 3:27:52, time: 1.293, data_time: 0.013, memory: 5812, loss_cls: 9.5254, loss: 9.5254, grad_norm: 6.0675 2020-10-24 08:44:39,613 - mmaction - INFO - Epoch [35][960/1147] lr: 1.000e-02, eta: 1 day, 3:27:25, time: 1.316, data_time: 0.021, memory: 5812, loss_cls: 9.5135, loss: 9.5135, grad_norm: 6.0969 2020-10-24 08:45:05,115 - mmaction - INFO - Epoch [35][980/1147] lr: 1.000e-02, eta: 1 day, 3:26:56, time: 1.261, data_time: 0.002, memory: 5812, loss_cls: 9.4343, loss: 9.4343, grad_norm: 6.1835 2020-10-24 08:45:30,855 - mmaction - INFO - Epoch [35][1000/1147] lr: 1.000e-02, eta: 1 day, 3:26:28, time: 1.296, data_time: 0.015, memory: 5812, loss_cls: 9.6687, loss: 9.6687, grad_norm: 6.0122 2020-10-24 08:45:56,747 - mmaction - INFO - Epoch [35][1020/1147] lr: 1.000e-02, eta: 1 day, 3:26:00, time: 1.294, data_time: 0.008, memory: 5812, loss_cls: 9.6298, loss: 9.6298, grad_norm: 6.1290 2020-10-24 08:46:22,576 - mmaction - INFO - Epoch [35][1040/1147] lr: 1.000e-02, eta: 1 day, 3:25:31, time: 1.286, data_time: 0.008, memory: 5812, loss_cls: 9.2788, loss: 9.2788, grad_norm: 6.1774 2020-10-24 08:46:48,323 - mmaction - INFO - Epoch [35][1060/1147] lr: 1.000e-02, eta: 1 day, 3:25:03, time: 1.294, data_time: 0.024, memory: 5812, loss_cls: 9.3478, loss: 9.3478, grad_norm: 6.1087 2020-10-24 08:47:14,732 - mmaction - INFO - Epoch [35][1080/1147] lr: 1.000e-02, eta: 1 day, 3:24:37, time: 1.319, data_time: 0.006, memory: 5812, loss_cls: 9.4825, loss: 9.4825, grad_norm: 6.0247 2020-10-24 08:47:40,349 - mmaction - INFO - Epoch [35][1100/1147] lr: 1.000e-02, eta: 1 day, 3:24:08, time: 1.285, data_time: 0.008, memory: 5812, loss_cls: 9.6548, loss: 9.6548, grad_norm: 6.0765 2020-10-24 08:48:06,193 - mmaction - INFO - Epoch [35][1120/1147] lr: 1.000e-02, eta: 1 day, 3:23:40, time: 1.284, data_time: 0.004, memory: 5812, loss_cls: 9.5448, loss: 9.5448, grad_norm: 6.0807 2020-10-24 08:48:31,877 - mmaction - INFO - Epoch [35][1140/1147] lr: 1.000e-02, eta: 1 day, 3:23:12, time: 1.294, data_time: 0.012, memory: 5812, loss_cls: 9.4277, loss: 9.4277, grad_norm: 6.0618 2020-10-24 08:48:39,896 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-24 08:50:45,097 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 08:50:45,591 - mmaction - INFO - mean_average_precision 0.4467 2020-10-24 08:50:45,614 - mmaction - INFO - Epoch(val) [35][1147] mean_average_precision: 0.4467 2020-10-24 08:51:24,218 - mmaction - INFO - Epoch [36][20/1147] lr: 1.000e-02, eta: 1 day, 3:22:44, time: 1.928, data_time: 1.433, memory: 5812, loss_cls: 9.5281, loss: 9.5281, grad_norm: 6.2827 2020-10-24 08:51:52,035 - mmaction - INFO - Epoch [36][40/1147] lr: 1.000e-02, eta: 1 day, 3:22:21, time: 1.391, data_time: 0.522, memory: 5812, loss_cls: 9.3973, loss: 9.3973, grad_norm: 6.1774 2020-10-24 08:52:19,244 - mmaction - INFO - Epoch [36][60/1147] lr: 1.000e-02, eta: 1 day, 3:21:56, time: 1.357, data_time: 0.043, memory: 5812, loss_cls: 9.4224, loss: 9.4224, grad_norm: 6.1288 2020-10-24 08:52:44,867 - mmaction - INFO - Epoch [36][80/1147] lr: 1.000e-02, eta: 1 day, 3:21:28, time: 1.281, data_time: 0.009, memory: 5812, loss_cls: 9.5998, loss: 9.5998, grad_norm: 6.1297 2020-10-24 08:53:11,281 - mmaction - INFO - Epoch [36][100/1147] lr: 1.000e-02, eta: 1 day, 3:21:01, time: 1.315, data_time: 0.008, memory: 5812, loss_cls: 9.3293, loss: 9.3293, grad_norm: 6.1717 2020-10-24 08:53:37,665 - mmaction - INFO - Epoch [36][120/1147] lr: 1.000e-02, eta: 1 day, 3:20:35, time: 1.327, data_time: 0.016, memory: 5812, loss_cls: 9.4423, loss: 9.4423, grad_norm: 6.1166 2020-10-24 08:54:03,815 - mmaction - INFO - Epoch [36][140/1147] lr: 1.000e-02, eta: 1 day, 3:20:07, time: 1.298, data_time: 0.007, memory: 5812, loss_cls: 9.3145, loss: 9.3145, grad_norm: 6.1396 2020-10-24 08:54:30,030 - mmaction - INFO - Epoch [36][160/1147] lr: 1.000e-02, eta: 1 day, 3:19:40, time: 1.311, data_time: 0.017, memory: 5812, loss_cls: 9.5870, loss: 9.5870, grad_norm: 6.2078 2020-10-24 08:54:56,327 - mmaction - INFO - Epoch [36][180/1147] lr: 1.000e-02, eta: 1 day, 3:19:13, time: 1.319, data_time: 0.018, memory: 5812, loss_cls: 9.4293, loss: 9.4293, grad_norm: 6.1247 2020-10-24 08:55:22,125 - mmaction - INFO - Epoch [36][200/1147] lr: 1.000e-02, eta: 1 day, 3:18:45, time: 1.297, data_time: 0.017, memory: 5812, loss_cls: 9.6873, loss: 9.6873, grad_norm: 6.2232 2020-10-24 08:55:48,544 - mmaction - INFO - Epoch [36][220/1147] lr: 1.000e-02, eta: 1 day, 3:18:19, time: 1.314, data_time: 0.008, memory: 5812, loss_cls: 9.3578, loss: 9.3578, grad_norm: 6.1493 2020-10-24 08:56:14,030 - mmaction - INFO - Epoch [36][240/1147] lr: 1.000e-02, eta: 1 day, 3:17:50, time: 1.284, data_time: 0.011, memory: 5812, loss_cls: 9.3542, loss: 9.3542, grad_norm: 6.2315 2020-10-24 08:56:39,954 - mmaction - INFO - Epoch [36][260/1147] lr: 1.000e-02, eta: 1 day, 3:17:22, time: 1.282, data_time: 0.002, memory: 5812, loss_cls: 9.4306, loss: 9.4306, grad_norm: 6.2057 2020-10-24 08:57:05,643 - mmaction - INFO - Epoch [36][280/1147] lr: 1.000e-02, eta: 1 day, 3:16:54, time: 1.295, data_time: 0.016, memory: 5812, loss_cls: 9.3220, loss: 9.3220, grad_norm: 6.2068 2020-10-24 08:57:31,850 - mmaction - INFO - Epoch [36][300/1147] lr: 1.000e-02, eta: 1 day, 3:16:26, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 9.6032, loss: 9.6032, grad_norm: 6.1859 2020-10-24 08:57:58,101 - mmaction - INFO - Epoch [36][320/1147] lr: 1.000e-02, eta: 1 day, 3:15:59, time: 1.312, data_time: 0.018, memory: 5812, loss_cls: 9.4583, loss: 9.4583, grad_norm: 6.2671 2020-10-24 08:58:23,866 - mmaction - INFO - Epoch [36][340/1147] lr: 1.000e-02, eta: 1 day, 3:15:32, time: 1.299, data_time: 0.013, memory: 5812, loss_cls: 9.4367, loss: 9.4367, grad_norm: 6.1320 2020-10-24 08:58:49,233 - mmaction - INFO - Epoch [36][360/1147] lr: 1.000e-02, eta: 1 day, 3:15:02, time: 1.266, data_time: 0.006, memory: 5812, loss_cls: 9.4084, loss: 9.4084, grad_norm: 6.1227 2020-10-24 08:59:15,340 - mmaction - INFO - Epoch [36][380/1147] lr: 1.000e-02, eta: 1 day, 3:14:35, time: 1.302, data_time: 0.006, memory: 5812, loss_cls: 9.3771, loss: 9.3771, grad_norm: 6.1695 2020-10-24 08:59:41,818 - mmaction - INFO - Epoch [36][400/1147] lr: 1.000e-02, eta: 1 day, 3:14:09, time: 1.330, data_time: 0.010, memory: 5812, loss_cls: 9.4864, loss: 9.4864, grad_norm: 6.1538 2020-10-24 09:00:07,819 - mmaction - INFO - Epoch [36][420/1147] lr: 1.000e-02, eta: 1 day, 3:13:41, time: 1.296, data_time: 0.005, memory: 5812, loss_cls: 9.5282, loss: 9.5282, grad_norm: 6.1813 2020-10-24 09:00:34,125 - mmaction - INFO - Epoch [36][440/1147] lr: 1.000e-02, eta: 1 day, 3:13:14, time: 1.320, data_time: 0.012, memory: 5812, loss_cls: 9.4283, loss: 9.4283, grad_norm: 6.3241 2020-10-24 09:00:59,848 - mmaction - INFO - Epoch [36][460/1147] lr: 1.000e-02, eta: 1 day, 3:12:46, time: 1.274, data_time: 0.003, memory: 5812, loss_cls: 9.5687, loss: 9.5687, grad_norm: 6.2170 2020-10-24 09:01:25,879 - mmaction - INFO - Epoch [36][480/1147] lr: 1.000e-02, eta: 1 day, 3:12:19, time: 1.313, data_time: 0.031, memory: 5812, loss_cls: 9.5515, loss: 9.5515, grad_norm: 6.0277 2020-10-24 09:01:51,872 - mmaction - INFO - Epoch [36][500/1147] lr: 1.000e-02, eta: 1 day, 3:11:51, time: 1.291, data_time: 0.003, memory: 5812, loss_cls: 9.3079, loss: 9.3079, grad_norm: 6.1373 2020-10-24 09:02:18,227 - mmaction - INFO - Epoch [36][520/1147] lr: 1.000e-02, eta: 1 day, 3:11:24, time: 1.327, data_time: 0.012, memory: 5812, loss_cls: 9.5970, loss: 9.5970, grad_norm: 6.2049 2020-10-24 09:02:43,741 - mmaction - INFO - Epoch [36][540/1147] lr: 1.000e-02, eta: 1 day, 3:10:56, time: 1.277, data_time: 0.004, memory: 5812, loss_cls: 9.5643, loss: 9.5643, grad_norm: 6.2427 2020-10-24 09:03:10,234 - mmaction - INFO - Epoch [36][560/1147] lr: 1.000e-02, eta: 1 day, 3:10:29, time: 1.325, data_time: 0.003, memory: 5812, loss_cls: 9.5218, loss: 9.5218, grad_norm: 6.1056 2020-10-24 09:03:35,784 - mmaction - INFO - Epoch [36][580/1147] lr: 1.000e-02, eta: 1 day, 3:10:00, time: 1.271, data_time: 0.002, memory: 5812, loss_cls: 9.5321, loss: 9.5321, grad_norm: 6.1059 2020-10-24 09:04:01,772 - mmaction - INFO - Epoch [36][600/1147] lr: 1.000e-02, eta: 1 day, 3:09:33, time: 1.299, data_time: 0.013, memory: 5812, loss_cls: 9.5756, loss: 9.5756, grad_norm: 6.1684 2020-10-24 09:04:27,851 - mmaction - INFO - Epoch [36][620/1147] lr: 1.000e-02, eta: 1 day, 3:09:06, time: 1.311, data_time: 0.010, memory: 5812, loss_cls: 9.5141, loss: 9.5141, grad_norm: 6.1682 2020-10-24 09:04:54,675 - mmaction - INFO - Epoch [36][640/1147] lr: 1.000e-02, eta: 1 day, 3:08:40, time: 1.338, data_time: 0.002, memory: 5812, loss_cls: 9.4755, loss: 9.4755, grad_norm: 6.0848 2020-10-24 09:05:20,796 - mmaction - INFO - Epoch [36][660/1147] lr: 1.000e-02, eta: 1 day, 3:08:13, time: 1.302, data_time: 0.006, memory: 5812, loss_cls: 9.6704, loss: 9.6704, grad_norm: 6.2076 2020-10-24 09:05:45,965 - mmaction - INFO - Epoch [36][680/1147] lr: 1.000e-02, eta: 1 day, 3:07:43, time: 1.265, data_time: 0.009, memory: 5812, loss_cls: 9.5308, loss: 9.5308, grad_norm: 6.2357 2020-10-24 09:06:12,697 - mmaction - INFO - Epoch [36][700/1147] lr: 1.000e-02, eta: 1 day, 3:07:17, time: 1.330, data_time: 0.003, memory: 5812, loss_cls: 9.4229, loss: 9.4229, grad_norm: 6.0729 2020-10-24 09:06:37,955 - mmaction - INFO - Epoch [36][720/1147] lr: 1.000e-02, eta: 1 day, 3:06:48, time: 1.265, data_time: 0.012, memory: 5812, loss_cls: 9.5169, loss: 9.5169, grad_norm: 6.1107 2020-10-24 09:07:03,813 - mmaction - INFO - Epoch [36][740/1147] lr: 1.000e-02, eta: 1 day, 3:06:20, time: 1.295, data_time: 0.005, memory: 5812, loss_cls: 9.3247, loss: 9.3247, grad_norm: 6.0680 2020-10-24 09:07:30,579 - mmaction - INFO - Epoch [36][760/1147] lr: 1.000e-02, eta: 1 day, 3:05:54, time: 1.328, data_time: 0.004, memory: 5812, loss_cls: 9.5648, loss: 9.5648, grad_norm: 6.1550 2020-10-24 09:07:56,554 - mmaction - INFO - Epoch [36][780/1147] lr: 1.000e-02, eta: 1 day, 3:05:26, time: 1.295, data_time: 0.014, memory: 5812, loss_cls: 9.4460, loss: 9.4460, grad_norm: 6.1632 2020-10-24 09:08:22,548 - mmaction - INFO - Epoch [36][800/1147] lr: 1.000e-02, eta: 1 day, 3:04:59, time: 1.304, data_time: 0.019, memory: 5812, loss_cls: 9.6514, loss: 9.6514, grad_norm: 6.1352 2020-10-24 09:08:48,194 - mmaction - INFO - Epoch [36][820/1147] lr: 1.000e-02, eta: 1 day, 3:04:31, time: 1.294, data_time: 0.014, memory: 5812, loss_cls: 9.5890, loss: 9.5890, grad_norm: 6.2620 2020-10-24 09:09:14,328 - mmaction - INFO - Epoch [36][840/1147] lr: 1.000e-02, eta: 1 day, 3:04:03, time: 1.296, data_time: 0.005, memory: 5812, loss_cls: 9.6210, loss: 9.6210, grad_norm: 6.0502 2020-10-24 09:09:40,257 - mmaction - INFO - Epoch [36][860/1147] lr: 1.000e-02, eta: 1 day, 3:03:36, time: 1.298, data_time: 0.012, memory: 5812, loss_cls: 9.5939, loss: 9.5939, grad_norm: 6.2416 2020-10-24 09:10:06,370 - mmaction - INFO - Epoch [36][880/1147] lr: 1.000e-02, eta: 1 day, 3:03:09, time: 1.314, data_time: 0.014, memory: 5812, loss_cls: 9.5786, loss: 9.5786, grad_norm: 6.2302 2020-10-24 09:10:32,247 - mmaction - INFO - Epoch [36][900/1147] lr: 1.000e-02, eta: 1 day, 3:02:41, time: 1.288, data_time: 0.004, memory: 5812, loss_cls: 9.3914, loss: 9.3914, grad_norm: 6.1501 2020-10-24 09:10:58,332 - mmaction - INFO - Epoch [36][920/1147] lr: 1.000e-02, eta: 1 day, 3:02:14, time: 1.311, data_time: 0.009, memory: 5812, loss_cls: 9.4928, loss: 9.4928, grad_norm: 6.1587 2020-10-24 09:11:23,814 - mmaction - INFO - Epoch [36][940/1147] lr: 1.000e-02, eta: 1 day, 3:01:45, time: 1.273, data_time: 0.003, memory: 5812, loss_cls: 9.6630, loss: 9.6630, grad_norm: 6.3015 2020-10-24 09:11:49,872 - mmaction - INFO - Epoch [36][960/1147] lr: 1.000e-02, eta: 1 day, 3:01:17, time: 1.295, data_time: 0.004, memory: 5812, loss_cls: 9.4570, loss: 9.4570, grad_norm: 6.1962 2020-10-24 09:12:16,211 - mmaction - INFO - Epoch [36][980/1147] lr: 1.000e-02, eta: 1 day, 3:00:50, time: 1.313, data_time: 0.012, memory: 5812, loss_cls: 9.6984, loss: 9.6984, grad_norm: 6.1702 2020-10-24 09:12:42,039 - mmaction - INFO - Epoch [36][1000/1147] lr: 1.000e-02, eta: 1 day, 3:00:23, time: 1.297, data_time: 0.015, memory: 5812, loss_cls: 9.6115, loss: 9.6115, grad_norm: 6.0170 2020-10-24 09:13:08,031 - mmaction - INFO - Epoch [36][1020/1147] lr: 1.000e-02, eta: 1 day, 2:59:56, time: 1.307, data_time: 0.012, memory: 5812, loss_cls: 9.4650, loss: 9.4650, grad_norm: 6.0206 2020-10-24 09:13:34,277 - mmaction - INFO - Epoch [36][1040/1147] lr: 1.000e-02, eta: 1 day, 2:59:28, time: 1.302, data_time: 0.004, memory: 5812, loss_cls: 9.4211, loss: 9.4211, grad_norm: 6.0299 2020-10-24 09:13:59,624 - mmaction - INFO - Epoch [36][1060/1147] lr: 1.000e-02, eta: 1 day, 2:58:59, time: 1.278, data_time: 0.012, memory: 5812, loss_cls: 9.4007, loss: 9.4007, grad_norm: 6.0358 2020-10-24 09:14:25,797 - mmaction - INFO - Epoch [36][1080/1147] lr: 1.000e-02, eta: 1 day, 2:58:32, time: 1.305, data_time: 0.001, memory: 5812, loss_cls: 9.4487, loss: 9.4487, grad_norm: 6.0694 2020-10-24 09:14:51,929 - mmaction - INFO - Epoch [36][1100/1147] lr: 1.000e-02, eta: 1 day, 2:58:05, time: 1.307, data_time: 0.006, memory: 5812, loss_cls: 9.3580, loss: 9.3580, grad_norm: 6.2255 2020-10-24 09:15:18,463 - mmaction - INFO - Epoch [36][1120/1147] lr: 1.000e-02, eta: 1 day, 2:57:39, time: 1.328, data_time: 0.007, memory: 5812, loss_cls: 9.5009, loss: 9.5009, grad_norm: 6.1565 2020-10-24 09:15:44,086 - mmaction - INFO - Epoch [36][1140/1147] lr: 1.000e-02, eta: 1 day, 2:57:11, time: 1.284, data_time: 0.004, memory: 5812, loss_cls: 9.6829, loss: 9.6829, grad_norm: 6.1691 2020-10-24 09:16:50,171 - mmaction - INFO - Epoch [37][20/1147] lr: 1.000e-02, eta: 1 day, 2:57:08, time: 2.461, data_time: 1.338, memory: 5812, loss_cls: 9.4781, loss: 9.4781, grad_norm: 6.1698 2020-10-24 09:17:17,607 - mmaction - INFO - Epoch [37][40/1147] lr: 1.000e-02, eta: 1 day, 2:56:44, time: 1.372, data_time: 0.002, memory: 5812, loss_cls: 9.5482, loss: 9.5482, grad_norm: 6.1092 2020-10-24 09:17:43,393 - mmaction - INFO - Epoch [37][60/1147] lr: 1.000e-02, eta: 1 day, 2:56:16, time: 1.278, data_time: 0.025, memory: 5812, loss_cls: 9.3927, loss: 9.3927, grad_norm: 6.2015 2020-10-24 09:18:09,744 - mmaction - INFO - Epoch [37][80/1147] lr: 1.000e-02, eta: 1 day, 2:55:49, time: 1.328, data_time: 0.014, memory: 5812, loss_cls: 9.2760, loss: 9.2760, grad_norm: 6.1815 2020-10-24 09:18:36,052 - mmaction - INFO - Epoch [37][100/1147] lr: 1.000e-02, eta: 1 day, 2:55:23, time: 1.314, data_time: 0.002, memory: 5812, loss_cls: 9.4227, loss: 9.4227, grad_norm: 6.0833 2020-10-24 09:19:01,172 - mmaction - INFO - Epoch [37][120/1147] lr: 1.000e-02, eta: 1 day, 2:54:53, time: 1.255, data_time: 0.002, memory: 5812, loss_cls: 9.4008, loss: 9.4008, grad_norm: 6.1892 2020-10-24 09:19:26,763 - mmaction - INFO - Epoch [37][140/1147] lr: 1.000e-02, eta: 1 day, 2:54:24, time: 1.280, data_time: 0.004, memory: 5812, loss_cls: 9.4601, loss: 9.4601, grad_norm: 6.1260 2020-10-24 09:19:52,695 - mmaction - INFO - Epoch [37][160/1147] lr: 1.000e-02, eta: 1 day, 2:53:56, time: 1.287, data_time: 0.005, memory: 5812, loss_cls: 9.4612, loss: 9.4612, grad_norm: 6.2773 2020-10-24 09:20:18,278 - mmaction - INFO - Epoch [37][180/1147] lr: 1.000e-02, eta: 1 day, 2:53:28, time: 1.290, data_time: 0.014, memory: 5812, loss_cls: 9.2846, loss: 9.2846, grad_norm: 6.2209 2020-10-24 09:20:44,786 - mmaction - INFO - Epoch [37][200/1147] lr: 1.000e-02, eta: 1 day, 2:53:02, time: 1.326, data_time: 0.002, memory: 5812, loss_cls: 9.6088, loss: 9.6088, grad_norm: 6.1453 2020-10-24 09:21:10,934 - mmaction - INFO - Epoch [37][220/1147] lr: 1.000e-02, eta: 1 day, 2:52:35, time: 1.301, data_time: 0.013, memory: 5812, loss_cls: 9.5006, loss: 9.5006, grad_norm: 6.0713 2020-10-24 09:21:37,097 - mmaction - INFO - Epoch [37][240/1147] lr: 1.000e-02, eta: 1 day, 2:52:08, time: 1.310, data_time: 0.007, memory: 5812, loss_cls: 9.3868, loss: 9.3868, grad_norm: 6.1286 2020-10-24 09:22:02,888 - mmaction - INFO - Epoch [37][260/1147] lr: 1.000e-02, eta: 1 day, 2:51:39, time: 1.289, data_time: 0.006, memory: 5812, loss_cls: 9.5671, loss: 9.5671, grad_norm: 6.3139 2020-10-24 09:22:28,930 - mmaction - INFO - Epoch [37][280/1147] lr: 1.000e-02, eta: 1 day, 2:51:12, time: 1.303, data_time: 0.007, memory: 5812, loss_cls: 9.4268, loss: 9.4268, grad_norm: 6.1820 2020-10-24 09:22:54,524 - mmaction - INFO - Epoch [37][300/1147] lr: 1.000e-02, eta: 1 day, 2:50:44, time: 1.283, data_time: 0.005, memory: 5812, loss_cls: 9.4912, loss: 9.4912, grad_norm: 6.3554 2020-10-24 09:23:20,433 - mmaction - INFO - Epoch [37][320/1147] lr: 1.000e-02, eta: 1 day, 2:50:16, time: 1.295, data_time: 0.002, memory: 5812, loss_cls: 9.5048, loss: 9.5048, grad_norm: 6.1761 2020-10-24 09:23:45,930 - mmaction - INFO - Epoch [37][340/1147] lr: 1.000e-02, eta: 1 day, 2:49:47, time: 1.275, data_time: 0.002, memory: 5812, loss_cls: 9.5400, loss: 9.5400, grad_norm: 6.1735 2020-10-24 09:24:11,823 - mmaction - INFO - Epoch [37][360/1147] lr: 1.000e-02, eta: 1 day, 2:49:19, time: 1.286, data_time: 0.002, memory: 5812, loss_cls: 9.4501, loss: 9.4501, grad_norm: 6.2238 2020-10-24 09:24:37,595 - mmaction - INFO - Epoch [37][380/1147] lr: 1.000e-02, eta: 1 day, 2:48:52, time: 1.298, data_time: 0.012, memory: 5812, loss_cls: 9.2492, loss: 9.2492, grad_norm: 6.2752 2020-10-24 09:25:03,601 - mmaction - INFO - Epoch [37][400/1147] lr: 1.000e-02, eta: 1 day, 2:48:24, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 9.4493, loss: 9.4493, grad_norm: 6.2560 2020-10-24 09:25:28,745 - mmaction - INFO - Epoch [37][420/1147] lr: 1.000e-02, eta: 1 day, 2:47:54, time: 1.250, data_time: 0.003, memory: 5812, loss_cls: 9.3086, loss: 9.3086, grad_norm: 6.1343 2020-10-24 09:25:54,960 - mmaction - INFO - Epoch [37][440/1147] lr: 1.000e-02, eta: 1 day, 2:47:27, time: 1.313, data_time: 0.010, memory: 5812, loss_cls: 9.4163, loss: 9.4163, grad_norm: 6.0288 2020-10-24 09:26:20,598 - mmaction - INFO - Epoch [37][460/1147] lr: 1.000e-02, eta: 1 day, 2:46:59, time: 1.287, data_time: 0.008, memory: 5812, loss_cls: 9.2863, loss: 9.2863, grad_norm: 6.0513 2020-10-24 09:26:46,559 - mmaction - INFO - Epoch [37][480/1147] lr: 1.000e-02, eta: 1 day, 2:46:31, time: 1.292, data_time: 0.003, memory: 5812, loss_cls: 9.4095, loss: 9.4095, grad_norm: 6.1641 2020-10-24 09:27:12,137 - mmaction - INFO - Epoch [37][500/1147] lr: 1.000e-02, eta: 1 day, 2:46:03, time: 1.284, data_time: 0.009, memory: 5812, loss_cls: 9.4418, loss: 9.4418, grad_norm: 6.1347 2020-10-24 09:27:38,089 - mmaction - INFO - Epoch [37][520/1147] lr: 1.000e-02, eta: 1 day, 2:45:35, time: 1.298, data_time: 0.006, memory: 5812, loss_cls: 9.3492, loss: 9.3492, grad_norm: 6.2282 2020-10-24 09:28:03,764 - mmaction - INFO - Epoch [37][540/1147] lr: 1.000e-02, eta: 1 day, 2:45:07, time: 1.282, data_time: 0.008, memory: 5812, loss_cls: 9.6495, loss: 9.6495, grad_norm: 6.1866 2020-10-24 09:28:29,568 - mmaction - INFO - Epoch [37][560/1147] lr: 1.000e-02, eta: 1 day, 2:44:39, time: 1.284, data_time: 0.005, memory: 5812, loss_cls: 9.4975, loss: 9.4975, grad_norm: 6.3563 2020-10-24 09:28:54,924 - mmaction - INFO - Epoch [37][580/1147] lr: 1.000e-02, eta: 1 day, 2:44:10, time: 1.271, data_time: 0.009, memory: 5812, loss_cls: 9.2740, loss: 9.2740, grad_norm: 6.1527 2020-10-24 09:29:20,835 - mmaction - INFO - Epoch [37][600/1147] lr: 1.000e-02, eta: 1 day, 2:43:43, time: 1.301, data_time: 0.011, memory: 5812, loss_cls: 9.5040, loss: 9.5040, grad_norm: 6.2788 2020-10-24 09:29:46,196 - mmaction - INFO - Epoch [37][620/1147] lr: 1.000e-02, eta: 1 day, 2:43:14, time: 1.267, data_time: 0.001, memory: 5812, loss_cls: 9.5007, loss: 9.5007, grad_norm: 6.1591 2020-10-24 09:30:12,402 - mmaction - INFO - Epoch [37][640/1147] lr: 1.000e-02, eta: 1 day, 2:42:46, time: 1.309, data_time: 0.006, memory: 5812, loss_cls: 9.3710, loss: 9.3710, grad_norm: 6.1863 2020-10-24 09:30:38,072 - mmaction - INFO - Epoch [37][660/1147] lr: 1.000e-02, eta: 1 day, 2:42:18, time: 1.285, data_time: 0.008, memory: 5812, loss_cls: 9.5486, loss: 9.5486, grad_norm: 6.2020 2020-10-24 09:31:03,434 - mmaction - INFO - Epoch [37][680/1147] lr: 1.000e-02, eta: 1 day, 2:41:49, time: 1.268, data_time: 0.003, memory: 5812, loss_cls: 9.5579, loss: 9.5579, grad_norm: 6.2210 2020-10-24 09:31:29,240 - mmaction - INFO - Epoch [37][700/1147] lr: 1.000e-02, eta: 1 day, 2:41:21, time: 1.286, data_time: 0.007, memory: 5812, loss_cls: 9.2271, loss: 9.2271, grad_norm: 6.2423 2020-10-24 09:31:55,225 - mmaction - INFO - Epoch [37][720/1147] lr: 1.000e-02, eta: 1 day, 2:40:54, time: 1.302, data_time: 0.008, memory: 5812, loss_cls: 9.4064, loss: 9.4064, grad_norm: 6.0992 2020-10-24 09:32:20,788 - mmaction - INFO - Epoch [37][740/1147] lr: 1.000e-02, eta: 1 day, 2:40:25, time: 1.274, data_time: 0.006, memory: 5812, loss_cls: 9.5326, loss: 9.5326, grad_norm: 6.1269 2020-10-24 09:32:46,678 - mmaction - INFO - Epoch [37][760/1147] lr: 1.000e-02, eta: 1 day, 2:39:58, time: 1.299, data_time: 0.008, memory: 5812, loss_cls: 9.5808, loss: 9.5808, grad_norm: 6.1891 2020-10-24 09:33:12,687 - mmaction - INFO - Epoch [37][780/1147] lr: 1.000e-02, eta: 1 day, 2:39:30, time: 1.302, data_time: 0.004, memory: 5812, loss_cls: 9.6377, loss: 9.6377, grad_norm: 6.1501 2020-10-24 09:33:38,214 - mmaction - INFO - Epoch [37][800/1147] lr: 1.000e-02, eta: 1 day, 2:39:02, time: 1.277, data_time: 0.002, memory: 5812, loss_cls: 9.4495, loss: 9.4495, grad_norm: 6.0766 2020-10-24 09:34:04,328 - mmaction - INFO - Epoch [37][820/1147] lr: 1.000e-02, eta: 1 day, 2:38:35, time: 1.306, data_time: 0.003, memory: 5812, loss_cls: 9.5740, loss: 9.5740, grad_norm: 6.1745 2020-10-24 09:34:29,564 - mmaction - INFO - Epoch [37][840/1147] lr: 1.000e-02, eta: 1 day, 2:38:05, time: 1.260, data_time: 0.001, memory: 5812, loss_cls: 9.6311, loss: 9.6311, grad_norm: 6.0495 2020-10-24 09:34:55,341 - mmaction - INFO - Epoch [37][860/1147] lr: 1.000e-02, eta: 1 day, 2:37:37, time: 1.285, data_time: 0.004, memory: 5812, loss_cls: 9.4232, loss: 9.4232, grad_norm: 6.1933 2020-10-24 09:35:21,086 - mmaction - INFO - Epoch [37][880/1147] lr: 1.000e-02, eta: 1 day, 2:37:09, time: 1.285, data_time: 0.008, memory: 5812, loss_cls: 9.6111, loss: 9.6111, grad_norm: 6.1300 2020-10-24 09:35:47,287 - mmaction - INFO - Epoch [37][900/1147] lr: 1.000e-02, eta: 1 day, 2:36:42, time: 1.317, data_time: 0.009, memory: 5812, loss_cls: 9.4474, loss: 9.4474, grad_norm: 6.2435 2020-10-24 09:36:13,032 - mmaction - INFO - Epoch [37][920/1147] lr: 1.000e-02, eta: 1 day, 2:36:14, time: 1.281, data_time: 0.001, memory: 5812, loss_cls: 9.6681, loss: 9.6681, grad_norm: 6.1423 2020-10-24 09:36:38,826 - mmaction - INFO - Epoch [37][940/1147] lr: 1.000e-02, eta: 1 day, 2:35:46, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 9.3719, loss: 9.3719, grad_norm: 6.0761 2020-10-24 09:37:05,173 - mmaction - INFO - Epoch [37][960/1147] lr: 1.000e-02, eta: 1 day, 2:35:20, time: 1.320, data_time: 0.008, memory: 5812, loss_cls: 9.4004, loss: 9.4004, grad_norm: 6.2990 2020-10-24 09:37:30,601 - mmaction - INFO - Epoch [37][980/1147] lr: 1.000e-02, eta: 1 day, 2:34:50, time: 1.261, data_time: 0.006, memory: 5812, loss_cls: 9.4727, loss: 9.4727, grad_norm: 6.0744 2020-10-24 09:37:56,330 - mmaction - INFO - Epoch [37][1000/1147] lr: 1.000e-02, eta: 1 day, 2:34:23, time: 1.300, data_time: 0.015, memory: 5812, loss_cls: 9.6328, loss: 9.6328, grad_norm: 6.1054 2020-10-24 09:38:22,501 - mmaction - INFO - Epoch [37][1020/1147] lr: 1.000e-02, eta: 1 day, 2:33:56, time: 1.308, data_time: 0.003, memory: 5812, loss_cls: 9.5070, loss: 9.5070, grad_norm: 6.1947 2020-10-24 09:38:48,158 - mmaction - INFO - Epoch [37][1040/1147] lr: 1.000e-02, eta: 1 day, 2:33:28, time: 1.283, data_time: 0.003, memory: 5812, loss_cls: 9.5245, loss: 9.5245, grad_norm: 6.1162 2020-10-24 09:39:14,179 - mmaction - INFO - Epoch [37][1060/1147] lr: 1.000e-02, eta: 1 day, 2:33:00, time: 1.290, data_time: 0.004, memory: 5812, loss_cls: 9.5621, loss: 9.5621, grad_norm: 6.2375 2020-10-24 09:39:39,818 - mmaction - INFO - Epoch [37][1080/1147] lr: 1.000e-02, eta: 1 day, 2:32:32, time: 1.290, data_time: 0.016, memory: 5812, loss_cls: 9.5608, loss: 9.5608, grad_norm: 6.1838 2020-10-24 09:40:04,594 - mmaction - INFO - Epoch [37][1100/1147] lr: 1.000e-02, eta: 1 day, 2:32:02, time: 1.237, data_time: 0.004, memory: 5812, loss_cls: 9.5331, loss: 9.5331, grad_norm: 6.0931 2020-10-24 09:40:31,039 - mmaction - INFO - Epoch [37][1120/1147] lr: 1.000e-02, eta: 1 day, 2:31:35, time: 1.318, data_time: 0.007, memory: 5812, loss_cls: 9.4645, loss: 9.4645, grad_norm: 6.0537 2020-10-24 09:40:56,431 - mmaction - INFO - Epoch [37][1140/1147] lr: 1.000e-02, eta: 1 day, 2:31:06, time: 1.273, data_time: 0.011, memory: 5812, loss_cls: 9.6042, loss: 9.6042, grad_norm: 6.1260 2020-10-24 09:41:45,324 - mmaction - INFO - Epoch [38][20/1147] lr: 1.000e-02, eta: 1 day, 2:30:42, time: 2.024, data_time: 1.234, memory: 5812, loss_cls: 9.3340, loss: 9.3340, grad_norm: 6.1826 2020-10-24 09:42:12,246 - mmaction - INFO - Epoch [38][40/1147] lr: 1.000e-02, eta: 1 day, 2:30:17, time: 1.346, data_time: 0.063, memory: 5812, loss_cls: 9.3048, loss: 9.3048, grad_norm: 6.1830 2020-10-24 09:42:38,686 - mmaction - INFO - Epoch [38][60/1147] lr: 1.000e-02, eta: 1 day, 2:29:50, time: 1.323, data_time: 0.002, memory: 5812, loss_cls: 9.4954, loss: 9.4954, grad_norm: 6.1411 2020-10-24 09:43:05,627 - mmaction - INFO - Epoch [38][80/1147] lr: 1.000e-02, eta: 1 day, 2:29:25, time: 1.339, data_time: 0.006, memory: 5812, loss_cls: 9.1759, loss: 9.1759, grad_norm: 6.1196 2020-10-24 09:43:31,954 - mmaction - INFO - Epoch [38][100/1147] lr: 1.000e-02, eta: 1 day, 2:28:58, time: 1.317, data_time: 0.011, memory: 5812, loss_cls: 9.2836, loss: 9.2836, grad_norm: 5.9463 2020-10-24 09:43:58,459 - mmaction - INFO - Epoch [38][120/1147] lr: 1.000e-02, eta: 1 day, 2:28:32, time: 1.328, data_time: 0.011, memory: 5812, loss_cls: 9.2365, loss: 9.2365, grad_norm: 5.9786 2020-10-24 09:44:24,642 - mmaction - INFO - Epoch [38][140/1147] lr: 1.000e-02, eta: 1 day, 2:28:05, time: 1.310, data_time: 0.006, memory: 5812, loss_cls: 9.6199, loss: 9.6199, grad_norm: 6.2782 2020-10-24 09:44:50,515 - mmaction - INFO - Epoch [38][160/1147] lr: 1.000e-02, eta: 1 day, 2:27:37, time: 1.293, data_time: 0.005, memory: 5812, loss_cls: 9.2522, loss: 9.2522, grad_norm: 6.1250 2020-10-24 09:45:16,727 - mmaction - INFO - Epoch [38][180/1147] lr: 1.000e-02, eta: 1 day, 2:27:10, time: 1.304, data_time: 0.008, memory: 5812, loss_cls: 9.2926, loss: 9.2926, grad_norm: 6.0429 2020-10-24 09:45:42,864 - mmaction - INFO - Epoch [38][200/1147] lr: 1.000e-02, eta: 1 day, 2:26:43, time: 1.313, data_time: 0.015, memory: 5812, loss_cls: 9.4330, loss: 9.4330, grad_norm: 6.2747 2020-10-24 09:46:09,120 - mmaction - INFO - Epoch [38][220/1147] lr: 1.000e-02, eta: 1 day, 2:26:17, time: 1.310, data_time: 0.006, memory: 5812, loss_cls: 9.5129, loss: 9.5129, grad_norm: 6.2166 2020-10-24 09:46:34,980 - mmaction - INFO - Epoch [38][240/1147] lr: 1.000e-02, eta: 1 day, 2:25:49, time: 1.292, data_time: 0.009, memory: 5812, loss_cls: 9.2961, loss: 9.2961, grad_norm: 6.2275 2020-10-24 09:47:00,700 - mmaction - INFO - Epoch [38][260/1147] lr: 1.000e-02, eta: 1 day, 2:25:21, time: 1.290, data_time: 0.011, memory: 5812, loss_cls: 9.4502, loss: 9.4502, grad_norm: 6.4929 2020-10-24 09:47:26,553 - mmaction - INFO - Epoch [38][280/1147] lr: 1.000e-02, eta: 1 day, 2:24:53, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 9.4026, loss: 9.4026, grad_norm: 6.3318 2020-10-24 09:47:52,851 - mmaction - INFO - Epoch [38][300/1147] lr: 1.000e-02, eta: 1 day, 2:24:26, time: 1.316, data_time: 0.015, memory: 5812, loss_cls: 9.3605, loss: 9.3605, grad_norm: 6.2443 2020-10-24 09:48:18,859 - mmaction - INFO - Epoch [38][320/1147] lr: 1.000e-02, eta: 1 day, 2:23:59, time: 1.299, data_time: 0.010, memory: 5812, loss_cls: 9.4287, loss: 9.4287, grad_norm: 6.1458 2020-10-24 09:48:44,707 - mmaction - INFO - Epoch [38][340/1147] lr: 1.000e-02, eta: 1 day, 2:23:31, time: 1.294, data_time: 0.010, memory: 5812, loss_cls: 9.4754, loss: 9.4754, grad_norm: 6.1344 2020-10-24 09:49:10,444 - mmaction - INFO - Epoch [38][360/1147] lr: 1.000e-02, eta: 1 day, 2:23:03, time: 1.290, data_time: 0.009, memory: 5812, loss_cls: 9.2455, loss: 9.2455, grad_norm: 6.0773 2020-10-24 09:49:35,781 - mmaction - INFO - Epoch [38][380/1147] lr: 1.000e-02, eta: 1 day, 2:22:34, time: 1.264, data_time: 0.004, memory: 5812, loss_cls: 9.3182, loss: 9.3182, grad_norm: 6.2843 2020-10-24 09:50:02,083 - mmaction - INFO - Epoch [38][400/1147] lr: 1.000e-02, eta: 1 day, 2:22:07, time: 1.312, data_time: 0.008, memory: 5812, loss_cls: 9.6669, loss: 9.6669, grad_norm: 6.2775 2020-10-24 09:50:27,328 - mmaction - INFO - Epoch [38][420/1147] lr: 1.000e-02, eta: 1 day, 2:21:39, time: 1.268, data_time: 0.010, memory: 5812, loss_cls: 9.5573, loss: 9.5573, grad_norm: 6.1340 2020-10-24 09:50:53,534 - mmaction - INFO - Epoch [38][440/1147] lr: 1.000e-02, eta: 1 day, 2:21:12, time: 1.311, data_time: 0.004, memory: 5812, loss_cls: 9.4681, loss: 9.4681, grad_norm: 6.2881 2020-10-24 09:51:19,440 - mmaction - INFO - Epoch [38][460/1147] lr: 1.000e-02, eta: 1 day, 2:20:44, time: 1.283, data_time: 0.008, memory: 5812, loss_cls: 9.4943, loss: 9.4943, grad_norm: 6.2362 2020-10-24 09:51:45,403 - mmaction - INFO - Epoch [38][480/1147] lr: 1.000e-02, eta: 1 day, 2:20:17, time: 1.311, data_time: 0.019, memory: 5812, loss_cls: 9.5064, loss: 9.5064, grad_norm: 6.2556 2020-10-24 09:52:10,974 - mmaction - INFO - Epoch [38][500/1147] lr: 1.000e-02, eta: 1 day, 2:19:48, time: 1.274, data_time: 0.003, memory: 5812, loss_cls: 9.3339, loss: 9.3339, grad_norm: 6.2640 2020-10-24 09:52:36,798 - mmaction - INFO - Epoch [38][520/1147] lr: 1.000e-02, eta: 1 day, 2:19:21, time: 1.295, data_time: 0.007, memory: 5812, loss_cls: 9.5383, loss: 9.5383, grad_norm: 6.1177 2020-10-24 09:53:03,019 - mmaction - INFO - Epoch [38][540/1147] lr: 1.000e-02, eta: 1 day, 2:18:54, time: 1.312, data_time: 0.003, memory: 5812, loss_cls: 9.4752, loss: 9.4752, grad_norm: 6.2922 2020-10-24 09:53:28,573 - mmaction - INFO - Epoch [38][560/1147] lr: 1.000e-02, eta: 1 day, 2:18:25, time: 1.273, data_time: 0.004, memory: 5812, loss_cls: 9.5859, loss: 9.5859, grad_norm: 6.1411 2020-10-24 09:53:54,481 - mmaction - INFO - Epoch [38][580/1147] lr: 1.000e-02, eta: 1 day, 2:17:57, time: 1.292, data_time: 0.007, memory: 5812, loss_cls: 9.3750, loss: 9.3750, grad_norm: 6.1501 2020-10-24 09:54:20,694 - mmaction - INFO - Epoch [38][600/1147] lr: 1.000e-02, eta: 1 day, 2:17:31, time: 1.320, data_time: 0.012, memory: 5812, loss_cls: 9.3963, loss: 9.3963, grad_norm: 6.1640 2020-10-24 09:54:46,178 - mmaction - INFO - Epoch [38][620/1147] lr: 1.000e-02, eta: 1 day, 2:17:02, time: 1.270, data_time: 0.005, memory: 5812, loss_cls: 9.4019, loss: 9.4019, grad_norm: 6.1511 2020-10-24 09:55:12,135 - mmaction - INFO - Epoch [38][640/1147] lr: 1.000e-02, eta: 1 day, 2:16:34, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 9.3871, loss: 9.3871, grad_norm: 6.1670 2020-10-24 09:55:38,334 - mmaction - INFO - Epoch [38][660/1147] lr: 1.000e-02, eta: 1 day, 2:16:08, time: 1.317, data_time: 0.013, memory: 5812, loss_cls: 9.6362, loss: 9.6362, grad_norm: 6.2540 2020-10-24 09:56:03,883 - mmaction - INFO - Epoch [38][680/1147] lr: 1.000e-02, eta: 1 day, 2:15:40, time: 1.276, data_time: 0.010, memory: 5812, loss_cls: 9.3652, loss: 9.3652, grad_norm: 6.2453 2020-10-24 09:56:29,588 - mmaction - INFO - Epoch [38][700/1147] lr: 1.000e-02, eta: 1 day, 2:15:12, time: 1.288, data_time: 0.006, memory: 5812, loss_cls: 9.7009, loss: 9.7009, grad_norm: 6.2571 2020-10-24 09:56:55,139 - mmaction - INFO - Epoch [38][720/1147] lr: 1.000e-02, eta: 1 day, 2:14:43, time: 1.271, data_time: 0.004, memory: 5812, loss_cls: 9.4975, loss: 9.4975, grad_norm: 6.2620 2020-10-24 09:57:21,861 - mmaction - INFO - Epoch [38][740/1147] lr: 1.000e-02, eta: 1 day, 2:14:18, time: 1.343, data_time: 0.010, memory: 5812, loss_cls: 9.5388, loss: 9.5388, grad_norm: 6.1309 2020-10-24 09:57:47,000 - mmaction - INFO - Epoch [38][760/1147] lr: 1.000e-02, eta: 1 day, 2:13:48, time: 1.258, data_time: 0.003, memory: 5812, loss_cls: 9.6214, loss: 9.6214, grad_norm: 6.1790 2020-10-24 09:58:13,448 - mmaction - INFO - Epoch [38][780/1147] lr: 1.000e-02, eta: 1 day, 2:13:22, time: 1.321, data_time: 0.006, memory: 5812, loss_cls: 9.5338, loss: 9.5338, grad_norm: 6.2337 2020-10-24 09:58:38,616 - mmaction - INFO - Epoch [38][800/1147] lr: 1.000e-02, eta: 1 day, 2:12:53, time: 1.259, data_time: 0.007, memory: 5812, loss_cls: 9.6815, loss: 9.6815, grad_norm: 6.2129 2020-10-24 09:59:04,722 - mmaction - INFO - Epoch [38][820/1147] lr: 1.000e-02, eta: 1 day, 2:12:25, time: 1.302, data_time: 0.006, memory: 5812, loss_cls: 9.4099, loss: 9.4099, grad_norm: 6.1467 2020-10-24 09:59:31,131 - mmaction - INFO - Epoch [38][840/1147] lr: 1.000e-02, eta: 1 day, 2:11:59, time: 1.320, data_time: 0.008, memory: 5812, loss_cls: 9.4783, loss: 9.4783, grad_norm: 6.0769 2020-10-24 09:59:56,348 - mmaction - INFO - Epoch [38][860/1147] lr: 1.000e-02, eta: 1 day, 2:11:29, time: 1.252, data_time: 0.006, memory: 5812, loss_cls: 9.3133, loss: 9.3133, grad_norm: 6.0479 2020-10-24 10:00:22,220 - mmaction - INFO - Epoch [38][880/1147] lr: 1.000e-02, eta: 1 day, 2:11:02, time: 1.304, data_time: 0.017, memory: 5812, loss_cls: 9.5552, loss: 9.5552, grad_norm: 6.1683 2020-10-24 10:00:48,624 - mmaction - INFO - Epoch [38][900/1147] lr: 1.000e-02, eta: 1 day, 2:10:36, time: 1.321, data_time: 0.006, memory: 5812, loss_cls: 9.5082, loss: 9.5082, grad_norm: 6.1552 2020-10-24 10:01:14,055 - mmaction - INFO - Epoch [38][920/1147] lr: 1.000e-02, eta: 1 day, 2:10:07, time: 1.274, data_time: 0.004, memory: 5812, loss_cls: 9.4482, loss: 9.4482, grad_norm: 6.1918 2020-10-24 10:01:40,060 - mmaction - INFO - Epoch [38][940/1147] lr: 1.000e-02, eta: 1 day, 2:09:40, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 9.3400, loss: 9.3400, grad_norm: 6.2396 2020-10-24 10:02:05,745 - mmaction - INFO - Epoch [38][960/1147] lr: 1.000e-02, eta: 1 day, 2:09:12, time: 1.285, data_time: 0.003, memory: 5812, loss_cls: 9.2983, loss: 9.2983, grad_norm: 6.1191 2020-10-24 10:02:31,709 - mmaction - INFO - Epoch [38][980/1147] lr: 1.000e-02, eta: 1 day, 2:08:45, time: 1.296, data_time: 0.003, memory: 5812, loss_cls: 9.3964, loss: 9.3964, grad_norm: 6.0373 2020-10-24 10:02:57,234 - mmaction - INFO - Epoch [38][1000/1147] lr: 1.000e-02, eta: 1 day, 2:08:16, time: 1.265, data_time: 0.005, memory: 5812, loss_cls: 9.3555, loss: 9.3555, grad_norm: 6.0430 2020-10-24 10:03:23,340 - mmaction - INFO - Epoch [38][1020/1147] lr: 1.000e-02, eta: 1 day, 2:07:49, time: 1.317, data_time: 0.016, memory: 5812, loss_cls: 9.6061, loss: 9.6061, grad_norm: 5.9518 2020-10-24 10:03:49,347 - mmaction - INFO - Epoch [38][1040/1147] lr: 1.000e-02, eta: 1 day, 2:07:22, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 9.6138, loss: 9.6138, grad_norm: 6.0953 2020-10-24 10:04:14,692 - mmaction - INFO - Epoch [38][1060/1147] lr: 1.000e-02, eta: 1 day, 2:06:53, time: 1.268, data_time: 0.004, memory: 5812, loss_cls: 9.3658, loss: 9.3658, grad_norm: 6.1915 2020-10-24 10:04:40,444 - mmaction - INFO - Epoch [38][1080/1147] lr: 1.000e-02, eta: 1 day, 2:06:25, time: 1.275, data_time: 0.003, memory: 5812, loss_cls: 9.7044, loss: 9.7044, grad_norm: 6.2571 2020-10-24 10:05:06,531 - mmaction - INFO - Epoch [38][1100/1147] lr: 1.000e-02, eta: 1 day, 2:05:58, time: 1.316, data_time: 0.015, memory: 5812, loss_cls: 9.4083, loss: 9.4083, grad_norm: 6.1799 2020-10-24 10:05:32,829 - mmaction - INFO - Epoch [38][1120/1147] lr: 1.000e-02, eta: 1 day, 2:05:31, time: 1.316, data_time: 0.006, memory: 5812, loss_cls: 9.3759, loss: 9.3759, grad_norm: 6.0996 2020-10-24 10:05:58,286 - mmaction - INFO - Epoch [38][1140/1147] lr: 1.000e-02, eta: 1 day, 2:05:02, time: 1.262, data_time: 0.002, memory: 5812, loss_cls: 9.5020, loss: 9.5020, grad_norm: 6.1137 2020-10-24 10:06:43,776 - mmaction - INFO - Epoch [39][20/1147] lr: 1.000e-02, eta: 1 day, 2:04:32, time: 1.909, data_time: 1.323, memory: 5812, loss_cls: 9.5996, loss: 9.5996, grad_norm: 6.3104 2020-10-24 10:07:11,134 - mmaction - INFO - Epoch [39][40/1147] lr: 1.000e-02, eta: 1 day, 2:04:08, time: 1.369, data_time: 0.492, memory: 5812, loss_cls: 9.3512, loss: 9.3512, grad_norm: 6.3568 2020-10-24 10:07:37,907 - mmaction - INFO - Epoch [39][60/1147] lr: 1.000e-02, eta: 1 day, 2:03:42, time: 1.331, data_time: 0.090, memory: 5812, loss_cls: 9.2771, loss: 9.2771, grad_norm: 6.2188 2020-10-24 10:08:03,282 - mmaction - INFO - Epoch [39][80/1147] lr: 1.000e-02, eta: 1 day, 2:03:14, time: 1.268, data_time: 0.012, memory: 5812, loss_cls: 9.4704, loss: 9.4704, grad_norm: 6.1894 2020-10-24 10:08:29,067 - mmaction - INFO - Epoch [39][100/1147] lr: 1.000e-02, eta: 1 day, 2:02:46, time: 1.297, data_time: 0.011, memory: 5812, loss_cls: 9.3201, loss: 9.3201, grad_norm: 6.3172 2020-10-24 10:08:55,187 - mmaction - INFO - Epoch [39][120/1147] lr: 1.000e-02, eta: 1 day, 2:02:19, time: 1.304, data_time: 0.005, memory: 5812, loss_cls: 9.4723, loss: 9.4723, grad_norm: 6.2415 2020-10-24 10:09:20,715 - mmaction - INFO - Epoch [39][140/1147] lr: 1.000e-02, eta: 1 day, 2:01:50, time: 1.269, data_time: 0.005, memory: 5812, loss_cls: 9.6195, loss: 9.6195, grad_norm: 6.4191 2020-10-24 10:09:46,285 - mmaction - INFO - Epoch [39][160/1147] lr: 1.000e-02, eta: 1 day, 2:01:22, time: 1.287, data_time: 0.011, memory: 5812, loss_cls: 9.5320, loss: 9.5320, grad_norm: 6.2233 2020-10-24 10:10:12,740 - mmaction - INFO - Epoch [39][180/1147] lr: 1.000e-02, eta: 1 day, 2:00:56, time: 1.319, data_time: 0.003, memory: 5812, loss_cls: 9.3220, loss: 9.3220, grad_norm: 6.3149 2020-10-24 10:10:38,187 - mmaction - INFO - Epoch [39][200/1147] lr: 1.000e-02, eta: 1 day, 2:00:27, time: 1.270, data_time: 0.008, memory: 5812, loss_cls: 9.3834, loss: 9.3834, grad_norm: 6.2835 2020-10-24 10:11:04,174 - mmaction - INFO - Epoch [39][220/1147] lr: 1.000e-02, eta: 1 day, 2:00:00, time: 1.302, data_time: 0.008, memory: 5812, loss_cls: 9.4584, loss: 9.4584, grad_norm: 6.2100 2020-10-24 10:11:29,786 - mmaction - INFO - Epoch [39][240/1147] lr: 1.000e-02, eta: 1 day, 1:59:32, time: 1.281, data_time: 0.009, memory: 5812, loss_cls: 9.5657, loss: 9.5657, grad_norm: 6.2305 2020-10-24 10:11:55,261 - mmaction - INFO - Epoch [39][260/1147] lr: 1.000e-02, eta: 1 day, 1:59:04, time: 1.273, data_time: 0.005, memory: 5812, loss_cls: 9.4185, loss: 9.4185, grad_norm: 6.3140 2020-10-24 10:12:21,469 - mmaction - INFO - Epoch [39][280/1147] lr: 1.000e-02, eta: 1 day, 1:58:37, time: 1.314, data_time: 0.008, memory: 5812, loss_cls: 9.3667, loss: 9.3667, grad_norm: 6.3511 2020-10-24 10:12:47,280 - mmaction - INFO - Epoch [39][300/1147] lr: 1.000e-02, eta: 1 day, 1:58:09, time: 1.280, data_time: 0.002, memory: 5812, loss_cls: 9.4686, loss: 9.4686, grad_norm: 6.0972 2020-10-24 10:13:13,011 - mmaction - INFO - Epoch [39][320/1147] lr: 1.000e-02, eta: 1 day, 1:57:41, time: 1.293, data_time: 0.013, memory: 5812, loss_cls: 9.3932, loss: 9.3932, grad_norm: 6.1923 2020-10-24 10:13:38,881 - mmaction - INFO - Epoch [39][340/1147] lr: 1.000e-02, eta: 1 day, 1:57:14, time: 1.296, data_time: 0.007, memory: 5812, loss_cls: 9.3011, loss: 9.3011, grad_norm: 6.1223 2020-10-24 10:14:05,141 - mmaction - INFO - Epoch [39][360/1147] lr: 1.000e-02, eta: 1 day, 1:56:47, time: 1.309, data_time: 0.005, memory: 5812, loss_cls: 9.4437, loss: 9.4437, grad_norm: 6.3139 2020-10-24 10:14:30,959 - mmaction - INFO - Epoch [39][380/1147] lr: 1.000e-02, eta: 1 day, 1:56:19, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 9.3554, loss: 9.3554, grad_norm: 6.2460 2020-10-24 10:14:56,242 - mmaction - INFO - Epoch [39][400/1147] lr: 1.000e-02, eta: 1 day, 1:55:50, time: 1.266, data_time: 0.012, memory: 5812, loss_cls: 9.4545, loss: 9.4545, grad_norm: 6.2005 2020-10-24 10:15:22,759 - mmaction - INFO - Epoch [39][420/1147] lr: 1.000e-02, eta: 1 day, 1:55:24, time: 1.333, data_time: 0.010, memory: 5812, loss_cls: 9.4643, loss: 9.4643, grad_norm: 6.2768 2020-10-24 10:15:47,772 - mmaction - INFO - Epoch [39][440/1147] lr: 1.000e-02, eta: 1 day, 1:54:54, time: 1.237, data_time: 0.003, memory: 5812, loss_cls: 9.5174, loss: 9.5174, grad_norm: 6.1711 2020-10-24 10:16:13,551 - mmaction - INFO - Epoch [39][460/1147] lr: 1.000e-02, eta: 1 day, 1:54:27, time: 1.302, data_time: 0.018, memory: 5812, loss_cls: 9.2744, loss: 9.2744, grad_norm: 6.2730 2020-10-24 10:16:39,339 - mmaction - INFO - Epoch [39][480/1147] lr: 1.000e-02, eta: 1 day, 1:53:59, time: 1.283, data_time: 0.002, memory: 5812, loss_cls: 9.3007, loss: 9.3007, grad_norm: 6.2434 2020-10-24 10:17:05,447 - mmaction - INFO - Epoch [39][500/1147] lr: 1.000e-02, eta: 1 day, 1:53:32, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 9.1888, loss: 9.1888, grad_norm: 6.1419 2020-10-24 10:17:30,306 - mmaction - INFO - Epoch [39][520/1147] lr: 1.000e-02, eta: 1 day, 1:53:03, time: 1.255, data_time: 0.014, memory: 5812, loss_cls: 9.5687, loss: 9.5687, grad_norm: 6.2163 2020-10-24 10:17:56,222 - mmaction - INFO - Epoch [39][540/1147] lr: 1.000e-02, eta: 1 day, 1:52:35, time: 1.289, data_time: 0.003, memory: 5812, loss_cls: 9.3939, loss: 9.3939, grad_norm: 6.0950 2020-10-24 10:18:22,000 - mmaction - INFO - Epoch [39][560/1147] lr: 1.000e-02, eta: 1 day, 1:52:07, time: 1.290, data_time: 0.010, memory: 5812, loss_cls: 9.4954, loss: 9.4954, grad_norm: 6.2931 2020-10-24 10:18:47,620 - mmaction - INFO - Epoch [39][580/1147] lr: 1.000e-02, eta: 1 day, 1:51:39, time: 1.279, data_time: 0.010, memory: 5812, loss_cls: 9.3809, loss: 9.3809, grad_norm: 6.2826 2020-10-24 10:19:13,581 - mmaction - INFO - Epoch [39][600/1147] lr: 1.000e-02, eta: 1 day, 1:51:12, time: 1.293, data_time: 0.010, memory: 5812, loss_cls: 9.2659, loss: 9.2659, grad_norm: 6.1625 2020-10-24 10:19:38,843 - mmaction - INFO - Epoch [39][620/1147] lr: 1.000e-02, eta: 1 day, 1:50:43, time: 1.273, data_time: 0.015, memory: 5812, loss_cls: 9.3999, loss: 9.3999, grad_norm: 6.2106 2020-10-24 10:20:04,669 - mmaction - INFO - Epoch [39][640/1147] lr: 1.000e-02, eta: 1 day, 1:50:15, time: 1.291, data_time: 0.004, memory: 5812, loss_cls: 9.4403, loss: 9.4403, grad_norm: 6.1375 2020-10-24 10:20:30,677 - mmaction - INFO - Epoch [39][660/1147] lr: 1.000e-02, eta: 1 day, 1:49:48, time: 1.290, data_time: 0.007, memory: 5812, loss_cls: 9.3147, loss: 9.3147, grad_norm: 6.2154 2020-10-24 10:20:56,173 - mmaction - INFO - Epoch [39][680/1147] lr: 1.000e-02, eta: 1 day, 1:49:20, time: 1.289, data_time: 0.017, memory: 5812, loss_cls: 9.4766, loss: 9.4766, grad_norm: 6.2637 2020-10-24 10:21:22,090 - mmaction - INFO - Epoch [39][700/1147] lr: 1.000e-02, eta: 1 day, 1:48:52, time: 1.289, data_time: 0.003, memory: 5812, loss_cls: 9.6501, loss: 9.6501, grad_norm: 6.1340 2020-10-24 10:21:47,499 - mmaction - INFO - Epoch [39][720/1147] lr: 1.000e-02, eta: 1 day, 1:48:24, time: 1.274, data_time: 0.009, memory: 5812, loss_cls: 9.4569, loss: 9.4569, grad_norm: 6.1494 2020-10-24 10:22:12,774 - mmaction - INFO - Epoch [39][740/1147] lr: 1.000e-02, eta: 1 day, 1:47:55, time: 1.257, data_time: 0.004, memory: 5812, loss_cls: 9.5714, loss: 9.5714, grad_norm: 6.1420 2020-10-24 10:22:38,693 - mmaction - INFO - Epoch [39][760/1147] lr: 1.000e-02, eta: 1 day, 1:47:28, time: 1.298, data_time: 0.012, memory: 5812, loss_cls: 9.3305, loss: 9.3305, grad_norm: 6.0888 2020-10-24 10:23:04,955 - mmaction - INFO - Epoch [39][780/1147] lr: 1.000e-02, eta: 1 day, 1:47:01, time: 1.317, data_time: 0.010, memory: 5812, loss_cls: 9.3122, loss: 9.3122, grad_norm: 6.0785 2020-10-24 10:23:30,653 - mmaction - INFO - Epoch [39][800/1147] lr: 1.000e-02, eta: 1 day, 1:46:33, time: 1.276, data_time: 0.006, memory: 5812, loss_cls: 9.3719, loss: 9.3719, grad_norm: 6.1220 2020-10-24 10:23:55,743 - mmaction - INFO - Epoch [39][820/1147] lr: 1.000e-02, eta: 1 day, 1:46:04, time: 1.267, data_time: 0.016, memory: 5812, loss_cls: 9.4729, loss: 9.4729, grad_norm: 6.1504 2020-10-24 10:24:21,507 - mmaction - INFO - Epoch [39][840/1147] lr: 1.000e-02, eta: 1 day, 1:45:36, time: 1.285, data_time: 0.006, memory: 5812, loss_cls: 9.3930, loss: 9.3930, grad_norm: 6.1970 2020-10-24 10:24:47,289 - mmaction - INFO - Epoch [39][860/1147] lr: 1.000e-02, eta: 1 day, 1:45:09, time: 1.292, data_time: 0.008, memory: 5812, loss_cls: 9.6572, loss: 9.6572, grad_norm: 6.2266 2020-10-24 10:25:13,360 - mmaction - INFO - Epoch [39][880/1147] lr: 1.000e-02, eta: 1 day, 1:44:42, time: 1.305, data_time: 0.005, memory: 5812, loss_cls: 9.4297, loss: 9.4297, grad_norm: 6.2536 2020-10-24 10:25:39,177 - mmaction - INFO - Epoch [39][900/1147] lr: 1.000e-02, eta: 1 day, 1:44:14, time: 1.292, data_time: 0.005, memory: 5812, loss_cls: 9.3901, loss: 9.3901, grad_norm: 6.0610 2020-10-24 10:26:04,904 - mmaction - INFO - Epoch [39][920/1147] lr: 1.000e-02, eta: 1 day, 1:43:46, time: 1.279, data_time: 0.004, memory: 5812, loss_cls: 9.3629, loss: 9.3629, grad_norm: 6.1721 2020-10-24 10:26:30,647 - mmaction - INFO - Epoch [39][940/1147] lr: 1.000e-02, eta: 1 day, 1:43:18, time: 1.291, data_time: 0.010, memory: 5812, loss_cls: 9.2342, loss: 9.2342, grad_norm: 6.2557 2020-10-24 10:26:56,232 - mmaction - INFO - Epoch [39][960/1147] lr: 1.000e-02, eta: 1 day, 1:42:50, time: 1.278, data_time: 0.006, memory: 5812, loss_cls: 9.3947, loss: 9.3947, grad_norm: 5.9840 2020-10-24 10:27:22,006 - mmaction - INFO - Epoch [39][980/1147] lr: 1.000e-02, eta: 1 day, 1:42:22, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 9.4773, loss: 9.4773, grad_norm: 6.1776 2020-10-24 10:27:47,549 - mmaction - INFO - Epoch [39][1000/1147] lr: 1.000e-02, eta: 1 day, 1:41:54, time: 1.281, data_time: 0.014, memory: 5812, loss_cls: 9.4158, loss: 9.4158, grad_norm: 6.1305 2020-10-24 10:28:13,176 - mmaction - INFO - Epoch [39][1020/1147] lr: 1.000e-02, eta: 1 day, 1:41:26, time: 1.267, data_time: 0.002, memory: 5812, loss_cls: 9.3940, loss: 9.3940, grad_norm: 6.1485 2020-10-24 10:28:39,093 - mmaction - INFO - Epoch [39][1040/1147] lr: 1.000e-02, eta: 1 day, 1:40:59, time: 1.311, data_time: 0.022, memory: 5812, loss_cls: 9.3566, loss: 9.3566, grad_norm: 6.2166 2020-10-24 10:29:05,093 - mmaction - INFO - Epoch [39][1060/1147] lr: 1.000e-02, eta: 1 day, 1:40:32, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 9.6356, loss: 9.6356, grad_norm: 6.2164 2020-10-24 10:29:31,094 - mmaction - INFO - Epoch [39][1080/1147] lr: 1.000e-02, eta: 1 day, 1:40:05, time: 1.297, data_time: 0.002, memory: 5812, loss_cls: 9.4863, loss: 9.4863, grad_norm: 6.2917 2020-10-24 10:29:56,512 - mmaction - INFO - Epoch [39][1100/1147] lr: 1.000e-02, eta: 1 day, 1:39:36, time: 1.258, data_time: 0.004, memory: 5812, loss_cls: 9.4861, loss: 9.4861, grad_norm: 6.1693 2020-10-24 10:30:22,034 - mmaction - INFO - Epoch [39][1120/1147] lr: 1.000e-02, eta: 1 day, 1:39:08, time: 1.283, data_time: 0.019, memory: 5812, loss_cls: 9.4424, loss: 9.4424, grad_norm: 6.3033 2020-10-24 10:30:47,991 - mmaction - INFO - Epoch [39][1140/1147] lr: 1.000e-02, eta: 1 day, 1:38:40, time: 1.299, data_time: 0.009, memory: 5812, loss_cls: 9.5485, loss: 9.5485, grad_norm: 6.1750 2020-10-24 10:31:38,958 - mmaction - INFO - Epoch [40][20/1147] lr: 1.000e-02, eta: 1 day, 1:38:19, time: 2.124, data_time: 1.531, memory: 5812, loss_cls: 9.4837, loss: 9.4837, grad_norm: 6.2768 2020-10-24 10:32:05,817 - mmaction - INFO - Epoch [40][40/1147] lr: 1.000e-02, eta: 1 day, 1:37:54, time: 1.347, data_time: 0.103, memory: 5812, loss_cls: 9.1290, loss: 9.1290, grad_norm: 6.0849 2020-10-24 10:32:31,366 - mmaction - INFO - Epoch [40][60/1147] lr: 1.000e-02, eta: 1 day, 1:37:26, time: 1.272, data_time: 0.003, memory: 5812, loss_cls: 9.1675, loss: 9.1675, grad_norm: 6.1507 2020-10-24 10:32:57,623 - mmaction - INFO - Epoch [40][80/1147] lr: 1.000e-02, eta: 1 day, 1:36:59, time: 1.310, data_time: 0.008, memory: 5812, loss_cls: 9.3127, loss: 9.3127, grad_norm: 6.2905 2020-10-24 10:33:23,478 - mmaction - INFO - Epoch [40][100/1147] lr: 1.000e-02, eta: 1 day, 1:36:32, time: 1.303, data_time: 0.014, memory: 5812, loss_cls: 9.4168, loss: 9.4168, grad_norm: 6.3021 2020-10-24 10:33:49,304 - mmaction - INFO - Epoch [40][120/1147] lr: 1.000e-02, eta: 1 day, 1:36:04, time: 1.284, data_time: 0.004, memory: 5812, loss_cls: 9.2859, loss: 9.2859, grad_norm: 6.1480 2020-10-24 10:34:15,814 - mmaction - INFO - Epoch [40][140/1147] lr: 1.000e-02, eta: 1 day, 1:35:38, time: 1.328, data_time: 0.009, memory: 5812, loss_cls: 9.4944, loss: 9.4944, grad_norm: 6.2851 2020-10-24 10:34:42,104 - mmaction - INFO - Epoch [40][160/1147] lr: 1.000e-02, eta: 1 day, 1:35:11, time: 1.318, data_time: 0.006, memory: 5812, loss_cls: 9.4518, loss: 9.4518, grad_norm: 6.1377 2020-10-24 10:35:08,151 - mmaction - INFO - Epoch [40][180/1147] lr: 1.000e-02, eta: 1 day, 1:34:44, time: 1.303, data_time: 0.004, memory: 5812, loss_cls: 9.3182, loss: 9.3182, grad_norm: 6.1186 2020-10-24 10:35:33,381 - mmaction - INFO - Epoch [40][200/1147] lr: 1.000e-02, eta: 1 day, 1:34:15, time: 1.262, data_time: 0.004, memory: 5812, loss_cls: 9.3855, loss: 9.3855, grad_norm: 6.1736 2020-10-24 10:35:59,347 - mmaction - INFO - Epoch [40][220/1147] lr: 1.000e-02, eta: 1 day, 1:33:48, time: 1.295, data_time: 0.002, memory: 5812, loss_cls: 9.2375, loss: 9.2375, grad_norm: 6.2995 2020-10-24 10:36:25,203 - mmaction - INFO - Epoch [40][240/1147] lr: 1.000e-02, eta: 1 day, 1:33:20, time: 1.291, data_time: 0.007, memory: 5812, loss_cls: 9.4766, loss: 9.4766, grad_norm: 6.4188 2020-10-24 10:36:50,972 - mmaction - INFO - Epoch [40][260/1147] lr: 1.000e-02, eta: 1 day, 1:32:53, time: 1.290, data_time: 0.009, memory: 5812, loss_cls: 9.2275, loss: 9.2275, grad_norm: 6.1947 2020-10-24 10:37:17,164 - mmaction - INFO - Epoch [40][280/1147] lr: 1.000e-02, eta: 1 day, 1:32:26, time: 1.314, data_time: 0.007, memory: 5812, loss_cls: 9.3972, loss: 9.3972, grad_norm: 6.1644 2020-10-24 10:37:42,779 - mmaction - INFO - Epoch [40][300/1147] lr: 1.000e-02, eta: 1 day, 1:31:58, time: 1.281, data_time: 0.001, memory: 5812, loss_cls: 9.4769, loss: 9.4769, grad_norm: 6.3176 2020-10-24 10:38:08,540 - mmaction - INFO - Epoch [40][320/1147] lr: 1.000e-02, eta: 1 day, 1:31:30, time: 1.287, data_time: 0.000, memory: 5812, loss_cls: 9.4698, loss: 9.4698, grad_norm: 6.2785 2020-10-24 10:38:34,450 - mmaction - INFO - Epoch [40][340/1147] lr: 1.000e-02, eta: 1 day, 1:31:03, time: 1.295, data_time: 0.002, memory: 5812, loss_cls: 9.6668, loss: 9.6668, grad_norm: 6.2224 2020-10-24 10:39:00,092 - mmaction - INFO - Epoch [40][360/1147] lr: 1.000e-02, eta: 1 day, 1:30:35, time: 1.281, data_time: 0.006, memory: 5812, loss_cls: 9.2934, loss: 9.2934, grad_norm: 6.2089 2020-10-24 10:39:26,170 - mmaction - INFO - Epoch [40][380/1147] lr: 1.000e-02, eta: 1 day, 1:30:08, time: 1.300, data_time: 0.006, memory: 5812, loss_cls: 9.2462, loss: 9.2462, grad_norm: 6.1540 2020-10-24 10:39:51,957 - mmaction - INFO - Epoch [40][400/1147] lr: 1.000e-02, eta: 1 day, 1:29:40, time: 1.292, data_time: 0.011, memory: 5812, loss_cls: 9.4763, loss: 9.4763, grad_norm: 6.3437 2020-10-24 10:40:17,841 - mmaction - INFO - Epoch [40][420/1147] lr: 1.000e-02, eta: 1 day, 1:29:13, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 9.5931, loss: 9.5931, grad_norm: 6.3208 2020-10-24 10:40:43,245 - mmaction - INFO - Epoch [40][440/1147] lr: 1.000e-02, eta: 1 day, 1:28:44, time: 1.265, data_time: 0.006, memory: 5812, loss_cls: 9.2732, loss: 9.2732, grad_norm: 6.6944 2020-10-24 10:41:09,183 - mmaction - INFO - Epoch [40][460/1147] lr: 1.000e-02, eta: 1 day, 1:28:17, time: 1.303, data_time: 0.008, memory: 5812, loss_cls: 9.4636, loss: 9.4636, grad_norm: 6.2857 2020-10-24 10:41:35,063 - mmaction - INFO - Epoch [40][480/1147] lr: 1.000e-02, eta: 1 day, 1:27:50, time: 1.289, data_time: 0.001, memory: 5812, loss_cls: 9.4382, loss: 9.4382, grad_norm: 6.2888 2020-10-24 10:42:01,653 - mmaction - INFO - Epoch [40][500/1147] lr: 1.000e-02, eta: 1 day, 1:27:24, time: 1.332, data_time: 0.008, memory: 5812, loss_cls: 9.4739, loss: 9.4739, grad_norm: 6.2200 2020-10-24 10:42:27,021 - mmaction - INFO - Epoch [40][520/1147] lr: 1.000e-02, eta: 1 day, 1:26:55, time: 1.269, data_time: 0.004, memory: 5812, loss_cls: 9.4487, loss: 9.4487, grad_norm: 6.3293 2020-10-24 10:42:53,221 - mmaction - INFO - Epoch [40][540/1147] lr: 1.000e-02, eta: 1 day, 1:26:29, time: 1.308, data_time: 0.004, memory: 5812, loss_cls: 9.3466, loss: 9.3466, grad_norm: 6.1614 2020-10-24 10:43:19,771 - mmaction - INFO - Epoch [40][560/1147] lr: 1.000e-02, eta: 1 day, 1:26:02, time: 1.323, data_time: 0.007, memory: 5812, loss_cls: 9.3735, loss: 9.3735, grad_norm: 6.2791 2020-10-24 10:43:45,138 - mmaction - INFO - Epoch [40][580/1147] lr: 1.000e-02, eta: 1 day, 1:25:34, time: 1.277, data_time: 0.012, memory: 5812, loss_cls: 9.5773, loss: 9.5773, grad_norm: 6.1760 2020-10-24 10:44:11,017 - mmaction - INFO - Epoch [40][600/1147] lr: 1.000e-02, eta: 1 day, 1:25:07, time: 1.294, data_time: 0.004, memory: 5812, loss_cls: 9.4361, loss: 9.4361, grad_norm: 6.0711 2020-10-24 10:44:37,642 - mmaction - INFO - Epoch [40][620/1147] lr: 1.000e-02, eta: 1 day, 1:24:41, time: 1.324, data_time: 0.004, memory: 5812, loss_cls: 9.5673, loss: 9.5673, grad_norm: 6.1504 2020-10-24 10:45:03,870 - mmaction - INFO - Epoch [40][640/1147] lr: 1.000e-02, eta: 1 day, 1:24:14, time: 1.305, data_time: 0.013, memory: 5812, loss_cls: 9.3560, loss: 9.3560, grad_norm: 6.1883 2020-10-24 10:45:29,957 - mmaction - INFO - Epoch [40][660/1147] lr: 1.000e-02, eta: 1 day, 1:23:47, time: 1.303, data_time: 0.019, memory: 5812, loss_cls: 9.3726, loss: 9.3726, grad_norm: 6.2286 2020-10-24 10:45:55,460 - mmaction - INFO - Epoch [40][680/1147] lr: 1.000e-02, eta: 1 day, 1:23:19, time: 1.282, data_time: 0.017, memory: 5812, loss_cls: 9.3797, loss: 9.3797, grad_norm: 6.0391 2020-10-24 10:46:21,164 - mmaction - INFO - Epoch [40][700/1147] lr: 1.000e-02, eta: 1 day, 1:22:51, time: 1.276, data_time: 0.008, memory: 5812, loss_cls: 9.5145, loss: 9.5145, grad_norm: 6.1997 2020-10-24 10:46:46,591 - mmaction - INFO - Epoch [40][720/1147] lr: 1.000e-02, eta: 1 day, 1:22:23, time: 1.287, data_time: 0.017, memory: 5812, loss_cls: 9.3740, loss: 9.3740, grad_norm: 6.2601 2020-10-24 10:47:12,537 - mmaction - INFO - Epoch [40][740/1147] lr: 1.000e-02, eta: 1 day, 1:21:55, time: 1.291, data_time: 0.004, memory: 5812, loss_cls: 9.3847, loss: 9.3847, grad_norm: 6.2292 2020-10-24 10:47:38,111 - mmaction - INFO - Epoch [40][760/1147] lr: 1.000e-02, eta: 1 day, 1:21:28, time: 1.286, data_time: 0.010, memory: 5812, loss_cls: 9.5727, loss: 9.5727, grad_norm: 6.1676 2020-10-24 10:48:03,719 - mmaction - INFO - Epoch [40][780/1147] lr: 1.000e-02, eta: 1 day, 1:20:59, time: 1.268, data_time: 0.002, memory: 5812, loss_cls: 9.5228, loss: 9.5228, grad_norm: 6.2491 2020-10-24 10:48:29,617 - mmaction - INFO - Epoch [40][800/1147] lr: 1.000e-02, eta: 1 day, 1:20:32, time: 1.290, data_time: 0.014, memory: 5812, loss_cls: 9.3495, loss: 9.3495, grad_norm: 6.4234 2020-10-24 10:48:55,913 - mmaction - INFO - Epoch [40][820/1147] lr: 1.000e-02, eta: 1 day, 1:20:06, time: 1.331, data_time: 0.018, memory: 5812, loss_cls: 9.5597, loss: 9.5597, grad_norm: 6.1818 2020-10-24 10:49:21,687 - mmaction - INFO - Epoch [40][840/1147] lr: 1.000e-02, eta: 1 day, 1:19:38, time: 1.290, data_time: 0.003, memory: 5812, loss_cls: 9.3774, loss: 9.3774, grad_norm: 6.1245 2020-10-24 10:49:47,490 - mmaction - INFO - Epoch [40][860/1147] lr: 1.000e-02, eta: 1 day, 1:19:10, time: 1.282, data_time: 0.005, memory: 5812, loss_cls: 9.5896, loss: 9.5896, grad_norm: 6.1897 2020-10-24 10:50:13,794 - mmaction - INFO - Epoch [40][880/1147] lr: 1.000e-02, eta: 1 day, 1:18:44, time: 1.322, data_time: 0.010, memory: 5812, loss_cls: 9.2542, loss: 9.2542, grad_norm: 6.2644 2020-10-24 10:50:38,876 - mmaction - INFO - Epoch [40][900/1147] lr: 1.000e-02, eta: 1 day, 1:18:15, time: 1.254, data_time: 0.005, memory: 5812, loss_cls: 9.3751, loss: 9.3751, grad_norm: 6.2088 2020-10-24 10:51:05,306 - mmaction - INFO - Epoch [40][920/1147] lr: 1.000e-02, eta: 1 day, 1:17:49, time: 1.321, data_time: 0.005, memory: 5812, loss_cls: 9.4789, loss: 9.4789, grad_norm: 6.2887 2020-10-24 10:51:30,982 - mmaction - INFO - Epoch [40][940/1147] lr: 1.000e-02, eta: 1 day, 1:17:21, time: 1.275, data_time: 0.007, memory: 5812, loss_cls: 9.5678, loss: 9.5678, grad_norm: 6.2898 2020-10-24 10:51:56,966 - mmaction - INFO - Epoch [40][960/1147] lr: 1.000e-02, eta: 1 day, 1:16:54, time: 1.309, data_time: 0.013, memory: 5812, loss_cls: 9.6352, loss: 9.6352, grad_norm: 6.2092 2020-10-24 10:52:22,798 - mmaction - INFO - Epoch [40][980/1147] lr: 1.000e-02, eta: 1 day, 1:16:26, time: 1.291, data_time: 0.003, memory: 5812, loss_cls: 9.3346, loss: 9.3346, grad_norm: 6.0197 2020-10-24 10:52:48,963 - mmaction - INFO - Epoch [40][1000/1147] lr: 1.000e-02, eta: 1 day, 1:16:00, time: 1.308, data_time: 0.002, memory: 5812, loss_cls: 9.3676, loss: 9.3676, grad_norm: 6.0891 2020-10-24 10:53:14,956 - mmaction - INFO - Epoch [40][1020/1147] lr: 1.000e-02, eta: 1 day, 1:15:32, time: 1.299, data_time: 0.005, memory: 5812, loss_cls: 9.2280, loss: 9.2280, grad_norm: 6.1970 2020-10-24 10:53:41,308 - mmaction - INFO - Epoch [40][1040/1147] lr: 1.000e-02, eta: 1 day, 1:15:05, time: 1.307, data_time: 0.004, memory: 5812, loss_cls: 9.2549, loss: 9.2549, grad_norm: 6.1230 2020-10-24 10:54:06,911 - mmaction - INFO - Epoch [40][1060/1147] lr: 1.000e-02, eta: 1 day, 1:14:38, time: 1.287, data_time: 0.018, memory: 5812, loss_cls: 9.3462, loss: 9.3462, grad_norm: 6.2076 2020-10-24 10:54:32,830 - mmaction - INFO - Epoch [40][1080/1147] lr: 1.000e-02, eta: 1 day, 1:14:11, time: 1.302, data_time: 0.008, memory: 5812, loss_cls: 9.5148, loss: 9.5148, grad_norm: 6.1618 2020-10-24 10:54:59,609 - mmaction - INFO - Epoch [40][1100/1147] lr: 1.000e-02, eta: 1 day, 1:13:45, time: 1.332, data_time: 0.002, memory: 5812, loss_cls: 9.5709, loss: 9.5709, grad_norm: 6.2372 2020-10-24 10:55:25,170 - mmaction - INFO - Epoch [40][1120/1147] lr: 1.000e-02, eta: 1 day, 1:13:17, time: 1.279, data_time: 0.009, memory: 5812, loss_cls: 9.6437, loss: 9.6437, grad_norm: 6.2216 2020-10-24 10:55:50,830 - mmaction - INFO - Epoch [40][1140/1147] lr: 1.000e-02, eta: 1 day, 1:12:49, time: 1.284, data_time: 0.009, memory: 5812, loss_cls: 9.5064, loss: 9.5064, grad_norm: 6.1693 2020-10-24 10:55:59,005 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-24 10:58:05,713 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 10:58:06,204 - mmaction - INFO - mean_average_precision 0.4379 2020-10-24 10:58:06,218 - mmaction - INFO - Epoch(val) [40][1147] mean_average_precision: 0.4379 2020-10-24 10:58:44,544 - mmaction - INFO - Epoch [41][20/1147] lr: 1.000e-03, eta: 1 day, 1:12:19, time: 1.910, data_time: 1.061, memory: 5812, loss_cls: 9.2479, loss: 9.2479, grad_norm: 5.9286 2020-10-24 10:59:11,322 - mmaction - INFO - Epoch [41][40/1147] lr: 1.000e-03, eta: 1 day, 1:11:53, time: 1.344, data_time: 0.029, memory: 5812, loss_cls: 9.0456, loss: 9.0456, grad_norm: 5.9976 2020-10-24 10:59:37,515 - mmaction - INFO - Epoch [41][60/1147] lr: 1.000e-03, eta: 1 day, 1:11:26, time: 1.304, data_time: 0.002, memory: 5812, loss_cls: 9.0070, loss: 9.0070, grad_norm: 6.0080 2020-10-24 11:00:03,401 - mmaction - INFO - Epoch [41][80/1147] lr: 1.000e-03, eta: 1 day, 1:10:59, time: 1.299, data_time: 0.009, memory: 5812, loss_cls: 9.3436, loss: 9.3436, grad_norm: 6.0377 2020-10-24 11:00:29,221 - mmaction - INFO - Epoch [41][100/1147] lr: 1.000e-03, eta: 1 day, 1:10:32, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 9.0508, loss: 9.0508, grad_norm: 6.0548 2020-10-24 11:00:54,979 - mmaction - INFO - Epoch [41][120/1147] lr: 1.000e-03, eta: 1 day, 1:10:04, time: 1.294, data_time: 0.011, memory: 5812, loss_cls: 9.2044, loss: 9.2044, grad_norm: 6.1191 2020-10-24 11:01:20,663 - mmaction - INFO - Epoch [41][140/1147] lr: 1.000e-03, eta: 1 day, 1:09:36, time: 1.283, data_time: 0.001, memory: 5812, loss_cls: 9.0275, loss: 9.0275, grad_norm: 6.1036 2020-10-24 11:01:46,237 - mmaction - INFO - Epoch [41][160/1147] lr: 1.000e-03, eta: 1 day, 1:09:08, time: 1.273, data_time: 0.005, memory: 5812, loss_cls: 9.0313, loss: 9.0313, grad_norm: 5.9367 2020-10-24 11:02:11,929 - mmaction - INFO - Epoch [41][180/1147] lr: 1.000e-03, eta: 1 day, 1:08:40, time: 1.285, data_time: 0.008, memory: 5812, loss_cls: 8.9665, loss: 8.9665, grad_norm: 6.0270 2020-10-24 11:02:37,564 - mmaction - INFO - Epoch [41][200/1147] lr: 1.000e-03, eta: 1 day, 1:08:12, time: 1.275, data_time: 0.007, memory: 5812, loss_cls: 9.1307, loss: 9.1307, grad_norm: 6.0800 2020-10-24 11:03:02,055 - mmaction - INFO - Epoch [41][220/1147] lr: 1.000e-03, eta: 1 day, 1:07:43, time: 1.235, data_time: 0.015, memory: 5812, loss_cls: 8.9928, loss: 8.9928, grad_norm: 6.0769 2020-10-24 11:03:25,378 - mmaction - INFO - Epoch [41][240/1147] lr: 1.000e-03, eta: 1 day, 1:07:10, time: 1.167, data_time: 0.004, memory: 5812, loss_cls: 8.9627, loss: 8.9627, grad_norm: 5.9722 2020-10-24 11:03:51,185 - mmaction - INFO - Epoch [41][260/1147] lr: 1.000e-03, eta: 1 day, 1:06:43, time: 1.290, data_time: 0.002, memory: 5812, loss_cls: 9.0111, loss: 9.0111, grad_norm: 5.9455 2020-10-24 11:04:17,366 - mmaction - INFO - Epoch [41][280/1147] lr: 1.000e-03, eta: 1 day, 1:06:16, time: 1.309, data_time: 0.003, memory: 5812, loss_cls: 8.9657, loss: 8.9657, grad_norm: 5.9974 2020-10-24 11:04:42,247 - mmaction - INFO - Epoch [41][300/1147] lr: 1.000e-03, eta: 1 day, 1:05:47, time: 1.244, data_time: 0.002, memory: 5812, loss_cls: 9.0507, loss: 9.0507, grad_norm: 6.0466 2020-10-24 11:05:07,145 - mmaction - INFO - Epoch [41][320/1147] lr: 1.000e-03, eta: 1 day, 1:05:17, time: 1.241, data_time: 0.002, memory: 5812, loss_cls: 8.7698, loss: 8.7698, grad_norm: 6.0842 2020-10-24 11:05:33,665 - mmaction - INFO - Epoch [41][340/1147] lr: 1.000e-03, eta: 1 day, 1:04:51, time: 1.320, data_time: 0.008, memory: 5812, loss_cls: 8.6897, loss: 8.6897, grad_norm: 6.0642 2020-10-24 11:06:00,075 - mmaction - INFO - Epoch [41][360/1147] lr: 1.000e-03, eta: 1 day, 1:04:25, time: 1.331, data_time: 0.014, memory: 5812, loss_cls: 9.0123, loss: 9.0123, grad_norm: 6.1236 2020-10-24 11:06:25,641 - mmaction - INFO - Epoch [41][380/1147] lr: 1.000e-03, eta: 1 day, 1:03:57, time: 1.277, data_time: 0.005, memory: 5812, loss_cls: 9.1101, loss: 9.1101, grad_norm: 6.1149 2020-10-24 11:06:51,297 - mmaction - INFO - Epoch [41][400/1147] lr: 1.000e-03, eta: 1 day, 1:03:29, time: 1.280, data_time: 0.004, memory: 5812, loss_cls: 8.9336, loss: 8.9336, grad_norm: 6.1026 2020-10-24 11:07:17,131 - mmaction - INFO - Epoch [41][420/1147] lr: 1.000e-03, eta: 1 day, 1:03:02, time: 1.291, data_time: 0.013, memory: 5812, loss_cls: 9.1299, loss: 9.1299, grad_norm: 6.1121 2020-10-24 11:07:43,095 - mmaction - INFO - Epoch [41][440/1147] lr: 1.000e-03, eta: 1 day, 1:02:35, time: 1.302, data_time: 0.016, memory: 5812, loss_cls: 8.8059, loss: 8.8059, grad_norm: 6.0041 2020-10-24 11:08:08,443 - mmaction - INFO - Epoch [41][460/1147] lr: 1.000e-03, eta: 1 day, 1:02:06, time: 1.270, data_time: 0.005, memory: 5812, loss_cls: 8.9257, loss: 8.9257, grad_norm: 6.1743 2020-10-24 11:08:34,600 - mmaction - INFO - Epoch [41][480/1147] lr: 1.000e-03, eta: 1 day, 1:01:39, time: 1.304, data_time: 0.003, memory: 5812, loss_cls: 9.0057, loss: 9.0057, grad_norm: 6.2017 2020-10-24 11:08:59,887 - mmaction - INFO - Epoch [41][500/1147] lr: 1.000e-03, eta: 1 day, 1:01:11, time: 1.266, data_time: 0.006, memory: 5812, loss_cls: 9.0508, loss: 9.0508, grad_norm: 6.1107 2020-10-24 11:09:25,299 - mmaction - INFO - Epoch [41][520/1147] lr: 1.000e-03, eta: 1 day, 1:00:43, time: 1.264, data_time: 0.005, memory: 5812, loss_cls: 8.9149, loss: 8.9149, grad_norm: 6.1849 2020-10-24 11:09:50,955 - mmaction - INFO - Epoch [41][540/1147] lr: 1.000e-03, eta: 1 day, 1:00:15, time: 1.288, data_time: 0.011, memory: 5812, loss_cls: 9.1811, loss: 9.1811, grad_norm: 6.2955 2020-10-24 11:10:16,052 - mmaction - INFO - Epoch [41][560/1147] lr: 1.000e-03, eta: 1 day, 0:59:46, time: 1.257, data_time: 0.006, memory: 5812, loss_cls: 8.8173, loss: 8.8173, grad_norm: 6.0758 2020-10-24 11:10:42,043 - mmaction - INFO - Epoch [41][580/1147] lr: 1.000e-03, eta: 1 day, 0:59:19, time: 1.299, data_time: 0.003, memory: 5812, loss_cls: 8.8605, loss: 8.8605, grad_norm: 6.1182 2020-10-24 11:11:07,964 - mmaction - INFO - Epoch [41][600/1147] lr: 1.000e-03, eta: 1 day, 0:58:51, time: 1.281, data_time: 0.003, memory: 5812, loss_cls: 8.9083, loss: 8.9083, grad_norm: 6.1861 2020-10-24 11:11:33,503 - mmaction - INFO - Epoch [41][620/1147] lr: 1.000e-03, eta: 1 day, 0:58:23, time: 1.281, data_time: 0.020, memory: 5812, loss_cls: 9.0106, loss: 9.0106, grad_norm: 6.1949 2020-10-24 11:11:59,848 - mmaction - INFO - Epoch [41][640/1147] lr: 1.000e-03, eta: 1 day, 0:57:58, time: 1.329, data_time: 0.016, memory: 5812, loss_cls: 8.9004, loss: 8.9004, grad_norm: 6.1249 2020-10-24 11:12:25,472 - mmaction - INFO - Epoch [41][660/1147] lr: 1.000e-03, eta: 1 day, 0:57:29, time: 1.260, data_time: 0.013, memory: 5812, loss_cls: 8.8078, loss: 8.8078, grad_norm: 6.2833 2020-10-24 11:12:50,862 - mmaction - INFO - Epoch [41][680/1147] lr: 1.000e-03, eta: 1 day, 0:57:01, time: 1.284, data_time: 0.023, memory: 5812, loss_cls: 8.9992, loss: 8.9992, grad_norm: 6.2209 2020-10-24 11:13:17,538 - mmaction - INFO - Epoch [41][700/1147] lr: 1.000e-03, eta: 1 day, 0:56:36, time: 1.338, data_time: 0.009, memory: 5812, loss_cls: 9.0920, loss: 9.0920, grad_norm: 6.2264 2020-10-24 11:13:43,412 - mmaction - INFO - Epoch [41][720/1147] lr: 1.000e-03, eta: 1 day, 0:56:08, time: 1.290, data_time: 0.005, memory: 5812, loss_cls: 9.0188, loss: 9.0188, grad_norm: 6.1124 2020-10-24 11:14:09,943 - mmaction - INFO - Epoch [41][740/1147] lr: 1.000e-03, eta: 1 day, 0:55:42, time: 1.331, data_time: 0.011, memory: 5812, loss_cls: 8.8495, loss: 8.8495, grad_norm: 6.2042 2020-10-24 11:14:35,808 - mmaction - INFO - Epoch [41][760/1147] lr: 1.000e-03, eta: 1 day, 0:55:15, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.9552, loss: 8.9552, grad_norm: 6.1510 2020-10-24 11:15:01,561 - mmaction - INFO - Epoch [41][780/1147] lr: 1.000e-03, eta: 1 day, 0:54:47, time: 1.288, data_time: 0.010, memory: 5812, loss_cls: 8.8676, loss: 8.8676, grad_norm: 6.2169 2020-10-24 11:15:27,935 - mmaction - INFO - Epoch [41][800/1147] lr: 1.000e-03, eta: 1 day, 0:54:21, time: 1.309, data_time: 0.008, memory: 5812, loss_cls: 8.7869, loss: 8.7869, grad_norm: 6.2060 2020-10-24 11:15:53,682 - mmaction - INFO - Epoch [41][820/1147] lr: 1.000e-03, eta: 1 day, 0:53:53, time: 1.293, data_time: 0.018, memory: 5812, loss_cls: 8.8618, loss: 8.8618, grad_norm: 6.3461 2020-10-24 11:16:19,620 - mmaction - INFO - Epoch [41][840/1147] lr: 1.000e-03, eta: 1 day, 0:53:26, time: 1.305, data_time: 0.011, memory: 5812, loss_cls: 8.9542, loss: 8.9542, grad_norm: 6.2756 2020-10-24 11:16:44,599 - mmaction - INFO - Epoch [41][860/1147] lr: 1.000e-03, eta: 1 day, 0:52:57, time: 1.249, data_time: 0.003, memory: 5812, loss_cls: 8.9303, loss: 8.9303, grad_norm: 6.2015 2020-10-24 11:17:10,937 - mmaction - INFO - Epoch [41][880/1147] lr: 1.000e-03, eta: 1 day, 0:52:31, time: 1.319, data_time: 0.003, memory: 5812, loss_cls: 8.8085, loss: 8.8085, grad_norm: 6.2306 2020-10-24 11:17:36,810 - mmaction - INFO - Epoch [41][900/1147] lr: 1.000e-03, eta: 1 day, 0:52:04, time: 1.294, data_time: 0.002, memory: 5812, loss_cls: 8.9825, loss: 8.9825, grad_norm: 6.3399 2020-10-24 11:18:02,730 - mmaction - INFO - Epoch [41][920/1147] lr: 1.000e-03, eta: 1 day, 0:51:36, time: 1.290, data_time: 0.002, memory: 5812, loss_cls: 9.0307, loss: 9.0307, grad_norm: 6.2969 2020-10-24 11:18:27,944 - mmaction - INFO - Epoch [41][940/1147] lr: 1.000e-03, eta: 1 day, 0:51:08, time: 1.263, data_time: 0.007, memory: 5812, loss_cls: 8.9207, loss: 8.9207, grad_norm: 6.1309 2020-10-24 11:18:53,508 - mmaction - INFO - Epoch [41][960/1147] lr: 1.000e-03, eta: 1 day, 0:50:40, time: 1.278, data_time: 0.004, memory: 5812, loss_cls: 8.9817, loss: 8.9817, grad_norm: 6.1633 2020-10-24 11:19:19,594 - mmaction - INFO - Epoch [41][980/1147] lr: 1.000e-03, eta: 1 day, 0:50:13, time: 1.305, data_time: 0.006, memory: 5812, loss_cls: 8.9768, loss: 8.9768, grad_norm: 6.2320 2020-10-24 11:19:45,568 - mmaction - INFO - Epoch [41][1000/1147] lr: 1.000e-03, eta: 1 day, 0:49:46, time: 1.295, data_time: 0.006, memory: 5812, loss_cls: 8.7421, loss: 8.7421, grad_norm: 6.1530 2020-10-24 11:20:11,911 - mmaction - INFO - Epoch [41][1020/1147] lr: 1.000e-03, eta: 1 day, 0:49:19, time: 1.317, data_time: 0.009, memory: 5812, loss_cls: 9.0629, loss: 9.0629, grad_norm: 6.3908 2020-10-24 11:20:38,019 - mmaction - INFO - Epoch [41][1040/1147] lr: 1.000e-03, eta: 1 day, 0:48:53, time: 1.305, data_time: 0.008, memory: 5812, loss_cls: 8.8732, loss: 8.8732, grad_norm: 6.1890 2020-10-24 11:21:03,836 - mmaction - INFO - Epoch [41][1060/1147] lr: 1.000e-03, eta: 1 day, 0:48:25, time: 1.288, data_time: 0.011, memory: 5812, loss_cls: 8.7765, loss: 8.7765, grad_norm: 6.1985 2020-10-24 11:21:29,404 - mmaction - INFO - Epoch [41][1080/1147] lr: 1.000e-03, eta: 1 day, 0:47:57, time: 1.280, data_time: 0.012, memory: 5812, loss_cls: 8.7390, loss: 8.7390, grad_norm: 6.3165 2020-10-24 11:21:55,311 - mmaction - INFO - Epoch [41][1100/1147] lr: 1.000e-03, eta: 1 day, 0:47:30, time: 1.303, data_time: 0.013, memory: 5812, loss_cls: 9.0092, loss: 9.0092, grad_norm: 6.4285 2020-10-24 11:22:20,875 - mmaction - INFO - Epoch [41][1120/1147] lr: 1.000e-03, eta: 1 day, 0:47:02, time: 1.277, data_time: 0.002, memory: 5812, loss_cls: 8.6908, loss: 8.6908, grad_norm: 6.2207 2020-10-24 11:22:47,061 - mmaction - INFO - Epoch [41][1140/1147] lr: 1.000e-03, eta: 1 day, 0:46:36, time: 1.311, data_time: 0.004, memory: 5812, loss_cls: 8.7935, loss: 8.7935, grad_norm: 6.2305 2020-10-24 11:23:42,145 - mmaction - INFO - Epoch [42][20/1147] lr: 1.000e-03, eta: 1 day, 0:46:19, time: 2.264, data_time: 1.047, memory: 5812, loss_cls: 8.8801, loss: 8.8801, grad_norm: 6.2951 2020-10-24 11:24:08,116 - mmaction - INFO - Epoch [42][40/1147] lr: 1.000e-03, eta: 1 day, 0:45:52, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 8.9055, loss: 8.9055, grad_norm: 6.2782 2020-10-24 11:24:33,939 - mmaction - INFO - Epoch [42][60/1147] lr: 1.000e-03, eta: 1 day, 0:45:24, time: 1.289, data_time: 0.005, memory: 5812, loss_cls: 8.6912, loss: 8.6912, grad_norm: 6.2352 2020-10-24 11:25:00,069 - mmaction - INFO - Epoch [42][80/1147] lr: 1.000e-03, eta: 1 day, 0:44:57, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 8.8225, loss: 8.8225, grad_norm: 6.2526 2020-10-24 11:25:25,391 - mmaction - INFO - Epoch [42][100/1147] lr: 1.000e-03, eta: 1 day, 0:44:29, time: 1.257, data_time: 0.002, memory: 5812, loss_cls: 8.7932, loss: 8.7932, grad_norm: 6.2980 2020-10-24 11:25:50,465 - mmaction - INFO - Epoch [42][120/1147] lr: 1.000e-03, eta: 1 day, 0:44:00, time: 1.264, data_time: 0.013, memory: 5812, loss_cls: 9.0435, loss: 9.0435, grad_norm: 6.4017 2020-10-24 11:26:15,841 - mmaction - INFO - Epoch [42][140/1147] lr: 1.000e-03, eta: 1 day, 0:43:32, time: 1.268, data_time: 0.003, memory: 5812, loss_cls: 8.7593, loss: 8.7593, grad_norm: 6.2826 2020-10-24 11:26:41,905 - mmaction - INFO - Epoch [42][160/1147] lr: 1.000e-03, eta: 1 day, 0:43:05, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 8.7562, loss: 8.7562, grad_norm: 6.3007 2020-10-24 11:27:07,001 - mmaction - INFO - Epoch [42][180/1147] lr: 1.000e-03, eta: 1 day, 0:42:36, time: 1.259, data_time: 0.009, memory: 5812, loss_cls: 8.7156, loss: 8.7156, grad_norm: 6.3156 2020-10-24 11:27:32,988 - mmaction - INFO - Epoch [42][200/1147] lr: 1.000e-03, eta: 1 day, 0:42:09, time: 1.294, data_time: 0.004, memory: 5812, loss_cls: 8.7432, loss: 8.7432, grad_norm: 6.3650 2020-10-24 11:27:58,293 - mmaction - INFO - Epoch [42][220/1147] lr: 1.000e-03, eta: 1 day, 0:41:41, time: 1.269, data_time: 0.008, memory: 5812, loss_cls: 8.8732, loss: 8.8732, grad_norm: 6.3911 2020-10-24 11:28:23,929 - mmaction - INFO - Epoch [42][240/1147] lr: 1.000e-03, eta: 1 day, 0:41:13, time: 1.280, data_time: 0.003, memory: 5812, loss_cls: 9.0463, loss: 9.0463, grad_norm: 6.4692 2020-10-24 11:28:48,943 - mmaction - INFO - Epoch [42][260/1147] lr: 1.000e-03, eta: 1 day, 0:40:44, time: 1.251, data_time: 0.006, memory: 5812, loss_cls: 8.7109, loss: 8.7109, grad_norm: 6.4309 2020-10-24 11:29:13,535 - mmaction - INFO - Epoch [42][280/1147] lr: 1.000e-03, eta: 1 day, 0:40:15, time: 1.231, data_time: 0.004, memory: 5812, loss_cls: 8.7719, loss: 8.7719, grad_norm: 6.3614 2020-10-24 11:29:39,036 - mmaction - INFO - Epoch [42][300/1147] lr: 1.000e-03, eta: 1 day, 0:39:46, time: 1.273, data_time: 0.003, memory: 5812, loss_cls: 8.8791, loss: 8.8791, grad_norm: 6.4488 2020-10-24 11:30:04,880 - mmaction - INFO - Epoch [42][320/1147] lr: 1.000e-03, eta: 1 day, 0:39:19, time: 1.295, data_time: 0.008, memory: 5812, loss_cls: 8.9403, loss: 8.9403, grad_norm: 6.4161 2020-10-24 11:30:30,206 - mmaction - INFO - Epoch [42][340/1147] lr: 1.000e-03, eta: 1 day, 0:38:51, time: 1.262, data_time: 0.001, memory: 5812, loss_cls: 8.9801, loss: 8.9801, grad_norm: 6.3476 2020-10-24 11:30:56,095 - mmaction - INFO - Epoch [42][360/1147] lr: 1.000e-03, eta: 1 day, 0:38:24, time: 1.293, data_time: 0.007, memory: 5812, loss_cls: 8.8848, loss: 8.8848, grad_norm: 6.2933 2020-10-24 11:31:21,061 - mmaction - INFO - Epoch [42][380/1147] lr: 1.000e-03, eta: 1 day, 0:37:54, time: 1.245, data_time: 0.009, memory: 5812, loss_cls: 8.7137, loss: 8.7137, grad_norm: 6.2844 2020-10-24 11:31:46,538 - mmaction - INFO - Epoch [42][400/1147] lr: 1.000e-03, eta: 1 day, 0:37:27, time: 1.280, data_time: 0.012, memory: 5812, loss_cls: 8.7445, loss: 8.7445, grad_norm: 6.3566 2020-10-24 11:32:12,278 - mmaction - INFO - Epoch [42][420/1147] lr: 1.000e-03, eta: 1 day, 0:36:59, time: 1.288, data_time: 0.007, memory: 5812, loss_cls: 8.8433, loss: 8.8433, grad_norm: 6.4814 2020-10-24 11:32:37,977 - mmaction - INFO - Epoch [42][440/1147] lr: 1.000e-03, eta: 1 day, 0:36:31, time: 1.279, data_time: 0.004, memory: 5812, loss_cls: 8.7859, loss: 8.7859, grad_norm: 6.3414 2020-10-24 11:33:03,617 - mmaction - INFO - Epoch [42][460/1147] lr: 1.000e-03, eta: 1 day, 0:36:04, time: 1.288, data_time: 0.010, memory: 5812, loss_cls: 8.9572, loss: 8.9572, grad_norm: 6.4527 2020-10-24 11:33:28,147 - mmaction - INFO - Epoch [42][480/1147] lr: 1.000e-03, eta: 1 day, 0:35:34, time: 1.226, data_time: 0.003, memory: 5812, loss_cls: 8.9600, loss: 8.9600, grad_norm: 6.3859 2020-10-24 11:33:52,985 - mmaction - INFO - Epoch [42][500/1147] lr: 1.000e-03, eta: 1 day, 0:35:05, time: 1.243, data_time: 0.005, memory: 5812, loss_cls: 8.8487, loss: 8.8487, grad_norm: 6.3754 2020-10-24 11:34:18,209 - mmaction - INFO - Epoch [42][520/1147] lr: 1.000e-03, eta: 1 day, 0:34:37, time: 1.263, data_time: 0.003, memory: 5812, loss_cls: 8.7730, loss: 8.7730, grad_norm: 6.3570 2020-10-24 11:34:44,175 - mmaction - INFO - Epoch [42][540/1147] lr: 1.000e-03, eta: 1 day, 0:34:10, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 8.6657, loss: 8.6657, grad_norm: 6.2436 2020-10-24 11:35:09,796 - mmaction - INFO - Epoch [42][560/1147] lr: 1.000e-03, eta: 1 day, 0:33:42, time: 1.273, data_time: 0.003, memory: 5812, loss_cls: 8.8068, loss: 8.8068, grad_norm: 6.5069 2020-10-24 11:35:35,142 - mmaction - INFO - Epoch [42][580/1147] lr: 1.000e-03, eta: 1 day, 0:33:13, time: 1.269, data_time: 0.009, memory: 5812, loss_cls: 8.6467, loss: 8.6467, grad_norm: 6.2826 2020-10-24 11:36:01,220 - mmaction - INFO - Epoch [42][600/1147] lr: 1.000e-03, eta: 1 day, 0:32:47, time: 1.309, data_time: 0.008, memory: 5812, loss_cls: 8.8390, loss: 8.8390, grad_norm: 6.3890 2020-10-24 11:36:26,432 - mmaction - INFO - Epoch [42][620/1147] lr: 1.000e-03, eta: 1 day, 0:32:18, time: 1.256, data_time: 0.002, memory: 5812, loss_cls: 8.5573, loss: 8.5573, grad_norm: 6.3182 2020-10-24 11:36:51,713 - mmaction - INFO - Epoch [42][640/1147] lr: 1.000e-03, eta: 1 day, 0:31:50, time: 1.266, data_time: 0.010, memory: 5812, loss_cls: 8.7093, loss: 8.7093, grad_norm: 6.3491 2020-10-24 11:37:17,247 - mmaction - INFO - Epoch [42][660/1147] lr: 1.000e-03, eta: 1 day, 0:31:22, time: 1.279, data_time: 0.010, memory: 5812, loss_cls: 8.8735, loss: 8.8735, grad_norm: 6.4166 2020-10-24 11:37:42,323 - mmaction - INFO - Epoch [42][680/1147] lr: 1.000e-03, eta: 1 day, 0:30:53, time: 1.253, data_time: 0.001, memory: 5812, loss_cls: 8.6451, loss: 8.6451, grad_norm: 6.3682 2020-10-24 11:38:08,052 - mmaction - INFO - Epoch [42][700/1147] lr: 1.000e-03, eta: 1 day, 0:30:26, time: 1.282, data_time: 0.006, memory: 5812, loss_cls: 8.9376, loss: 8.9376, grad_norm: 6.4924 2020-10-24 11:38:33,326 - mmaction - INFO - Epoch [42][720/1147] lr: 1.000e-03, eta: 1 day, 0:29:58, time: 1.268, data_time: 0.007, memory: 5812, loss_cls: 8.8188, loss: 8.8188, grad_norm: 6.3790 2020-10-24 11:38:58,939 - mmaction - INFO - Epoch [42][740/1147] lr: 1.000e-03, eta: 1 day, 0:29:30, time: 1.277, data_time: 0.002, memory: 5812, loss_cls: 8.8412, loss: 8.8412, grad_norm: 6.3033 2020-10-24 11:39:24,769 - mmaction - INFO - Epoch [42][760/1147] lr: 1.000e-03, eta: 1 day, 0:29:02, time: 1.290, data_time: 0.006, memory: 5812, loss_cls: 8.8741, loss: 8.8741, grad_norm: 6.4163 2020-10-24 11:39:49,717 - mmaction - INFO - Epoch [42][780/1147] lr: 1.000e-03, eta: 1 day, 0:28:34, time: 1.253, data_time: 0.007, memory: 5812, loss_cls: 8.8346, loss: 8.8346, grad_norm: 6.4462 2020-10-24 11:40:15,008 - mmaction - INFO - Epoch [42][800/1147] lr: 1.000e-03, eta: 1 day, 0:28:05, time: 1.265, data_time: 0.004, memory: 5812, loss_cls: 8.7920, loss: 8.7920, grad_norm: 6.4968 2020-10-24 11:40:40,951 - mmaction - INFO - Epoch [42][820/1147] lr: 1.000e-03, eta: 1 day, 0:27:38, time: 1.293, data_time: 0.003, memory: 5812, loss_cls: 8.7786, loss: 8.7786, grad_norm: 6.5101 2020-10-24 11:41:06,664 - mmaction - INFO - Epoch [42][840/1147] lr: 1.000e-03, eta: 1 day, 0:27:11, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 9.0052, loss: 9.0052, grad_norm: 6.4058 2020-10-24 11:41:32,318 - mmaction - INFO - Epoch [42][860/1147] lr: 1.000e-03, eta: 1 day, 0:26:43, time: 1.283, data_time: 0.007, memory: 5812, loss_cls: 8.7867, loss: 8.7867, grad_norm: 6.3919 2020-10-24 11:41:58,360 - mmaction - INFO - Epoch [42][880/1147] lr: 1.000e-03, eta: 1 day, 0:26:16, time: 1.305, data_time: 0.004, memory: 5812, loss_cls: 8.8417, loss: 8.8417, grad_norm: 6.4901 2020-10-24 11:42:23,246 - mmaction - INFO - Epoch [42][900/1147] lr: 1.000e-03, eta: 1 day, 0:25:47, time: 1.244, data_time: 0.002, memory: 5812, loss_cls: 8.9020, loss: 8.9020, grad_norm: 6.5657 2020-10-24 11:42:48,670 - mmaction - INFO - Epoch [42][920/1147] lr: 1.000e-03, eta: 1 day, 0:25:19, time: 1.271, data_time: 0.006, memory: 5812, loss_cls: 9.0150, loss: 9.0150, grad_norm: 6.6195 2020-10-24 11:43:14,784 - mmaction - INFO - Epoch [42][940/1147] lr: 1.000e-03, eta: 1 day, 0:24:52, time: 1.295, data_time: 0.004, memory: 5812, loss_cls: 8.7721, loss: 8.7721, grad_norm: 6.4401 2020-10-24 11:43:40,393 - mmaction - INFO - Epoch [42][960/1147] lr: 1.000e-03, eta: 1 day, 0:24:25, time: 1.289, data_time: 0.013, memory: 5812, loss_cls: 8.8303, loss: 8.8303, grad_norm: 6.5039 2020-10-24 11:44:05,369 - mmaction - INFO - Epoch [42][980/1147] lr: 1.000e-03, eta: 1 day, 0:23:56, time: 1.251, data_time: 0.005, memory: 5812, loss_cls: 8.8476, loss: 8.8476, grad_norm: 6.4748 2020-10-24 11:44:31,454 - mmaction - INFO - Epoch [42][1000/1147] lr: 1.000e-03, eta: 1 day, 0:23:29, time: 1.299, data_time: 0.001, memory: 5812, loss_cls: 8.7105, loss: 8.7105, grad_norm: 6.4386 2020-10-24 11:44:56,497 - mmaction - INFO - Epoch [42][1020/1147] lr: 1.000e-03, eta: 1 day, 0:23:01, time: 1.257, data_time: 0.010, memory: 5812, loss_cls: 8.8935, loss: 8.8935, grad_norm: 6.6706 2020-10-24 11:45:22,178 - mmaction - INFO - Epoch [42][1040/1147] lr: 1.000e-03, eta: 1 day, 0:22:33, time: 1.285, data_time: 0.003, memory: 5812, loss_cls: 8.8696, loss: 8.8696, grad_norm: 6.4759 2020-10-24 11:45:48,025 - mmaction - INFO - Epoch [42][1060/1147] lr: 1.000e-03, eta: 1 day, 0:22:06, time: 1.292, data_time: 0.002, memory: 5812, loss_cls: 8.8439, loss: 8.8439, grad_norm: 6.4020 2020-10-24 11:46:13,973 - mmaction - INFO - Epoch [42][1080/1147] lr: 1.000e-03, eta: 1 day, 0:21:39, time: 1.294, data_time: 0.005, memory: 5812, loss_cls: 8.8561, loss: 8.8561, grad_norm: 6.5051 2020-10-24 11:46:39,219 - mmaction - INFO - Epoch [42][1100/1147] lr: 1.000e-03, eta: 1 day, 0:21:10, time: 1.261, data_time: 0.008, memory: 5812, loss_cls: 8.6830, loss: 8.6830, grad_norm: 6.4181 2020-10-24 11:47:05,060 - mmaction - INFO - Epoch [42][1120/1147] lr: 1.000e-03, eta: 1 day, 0:20:43, time: 1.298, data_time: 0.010, memory: 5812, loss_cls: 8.7909, loss: 8.7909, grad_norm: 6.4035 2020-10-24 11:47:30,418 - mmaction - INFO - Epoch [42][1140/1147] lr: 1.000e-03, eta: 1 day, 0:20:15, time: 1.263, data_time: 0.002, memory: 5812, loss_cls: 8.9481, loss: 8.9481, grad_norm: 6.5715 2020-10-24 11:48:16,576 - mmaction - INFO - Epoch [43][20/1147] lr: 1.000e-03, eta: 1 day, 0:19:45, time: 1.926, data_time: 1.130, memory: 5812, loss_cls: 8.8345, loss: 8.8345, grad_norm: 6.3408 2020-10-24 11:48:43,742 - mmaction - INFO - Epoch [43][40/1147] lr: 1.000e-03, eta: 1 day, 0:19:20, time: 1.361, data_time: 0.067, memory: 5812, loss_cls: 8.8562, loss: 8.8562, grad_norm: 6.4933 2020-10-24 11:49:10,062 - mmaction - INFO - Epoch [43][60/1147] lr: 1.000e-03, eta: 1 day, 0:18:54, time: 1.316, data_time: 0.003, memory: 5812, loss_cls: 8.7294, loss: 8.7294, grad_norm: 6.4932 2020-10-24 11:49:35,568 - mmaction - INFO - Epoch [43][80/1147] lr: 1.000e-03, eta: 1 day, 0:18:26, time: 1.272, data_time: 0.005, memory: 5812, loss_cls: 8.6798, loss: 8.6798, grad_norm: 6.5399 2020-10-24 11:50:00,986 - mmaction - INFO - Epoch [43][100/1147] lr: 1.000e-03, eta: 1 day, 0:17:58, time: 1.274, data_time: 0.005, memory: 5812, loss_cls: 8.8350, loss: 8.8350, grad_norm: 6.5568 2020-10-24 11:50:26,814 - mmaction - INFO - Epoch [43][120/1147] lr: 1.000e-03, eta: 1 day, 0:17:30, time: 1.289, data_time: 0.002, memory: 5812, loss_cls: 8.9809, loss: 8.9809, grad_norm: 6.6291 2020-10-24 11:50:52,524 - mmaction - INFO - Epoch [43][140/1147] lr: 1.000e-03, eta: 1 day, 0:17:03, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 8.9126, loss: 8.9126, grad_norm: 6.4411 2020-10-24 11:51:17,834 - mmaction - INFO - Epoch [43][160/1147] lr: 1.000e-03, eta: 1 day, 0:16:35, time: 1.262, data_time: 0.002, memory: 5812, loss_cls: 8.8524, loss: 8.8524, grad_norm: 6.6420 2020-10-24 11:51:43,177 - mmaction - INFO - Epoch [43][180/1147] lr: 1.000e-03, eta: 1 day, 0:16:07, time: 1.267, data_time: 0.007, memory: 5812, loss_cls: 8.7886, loss: 8.7886, grad_norm: 6.5611 2020-10-24 11:52:09,234 - mmaction - INFO - Epoch [43][200/1147] lr: 1.000e-03, eta: 1 day, 0:15:40, time: 1.305, data_time: 0.006, memory: 5812, loss_cls: 8.7809, loss: 8.7809, grad_norm: 6.5322 2020-10-24 11:52:35,236 - mmaction - INFO - Epoch [43][220/1147] lr: 1.000e-03, eta: 1 day, 0:15:13, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 8.7468, loss: 8.7468, grad_norm: 6.6305 2020-10-24 11:53:01,003 - mmaction - INFO - Epoch [43][240/1147] lr: 1.000e-03, eta: 1 day, 0:14:45, time: 1.287, data_time: 0.007, memory: 5812, loss_cls: 9.0273, loss: 9.0273, grad_norm: 6.5324 2020-10-24 11:53:26,933 - mmaction - INFO - Epoch [43][260/1147] lr: 1.000e-03, eta: 1 day, 0:14:18, time: 1.302, data_time: 0.008, memory: 5812, loss_cls: 8.4929, loss: 8.4929, grad_norm: 6.3639 2020-10-24 11:53:52,671 - mmaction - INFO - Epoch [43][280/1147] lr: 1.000e-03, eta: 1 day, 0:13:50, time: 1.272, data_time: 0.003, memory: 5812, loss_cls: 8.6837, loss: 8.6837, grad_norm: 6.6187 2020-10-24 11:54:18,194 - mmaction - INFO - Epoch [43][300/1147] lr: 1.000e-03, eta: 1 day, 0:13:23, time: 1.292, data_time: 0.020, memory: 5812, loss_cls: 8.6952, loss: 8.6952, grad_norm: 6.6206 2020-10-24 11:54:44,102 - mmaction - INFO - Epoch [43][320/1147] lr: 1.000e-03, eta: 1 day, 0:12:56, time: 1.288, data_time: 0.005, memory: 5812, loss_cls: 8.5331, loss: 8.5331, grad_norm: 6.4628 2020-10-24 11:55:09,490 - mmaction - INFO - Epoch [43][340/1147] lr: 1.000e-03, eta: 1 day, 0:12:28, time: 1.269, data_time: 0.010, memory: 5812, loss_cls: 8.8124, loss: 8.8124, grad_norm: 6.6303 2020-10-24 11:55:35,095 - mmaction - INFO - Epoch [43][360/1147] lr: 1.000e-03, eta: 1 day, 0:12:00, time: 1.288, data_time: 0.010, memory: 5812, loss_cls: 8.8805, loss: 8.8805, grad_norm: 6.6016 2020-10-24 11:56:00,267 - mmaction - INFO - Epoch [43][380/1147] lr: 1.000e-03, eta: 1 day, 0:11:32, time: 1.258, data_time: 0.002, memory: 5812, loss_cls: 8.8321, loss: 8.8321, grad_norm: 6.6045 2020-10-24 11:56:25,484 - mmaction - INFO - Epoch [43][400/1147] lr: 1.000e-03, eta: 1 day, 0:11:04, time: 1.261, data_time: 0.012, memory: 5812, loss_cls: 8.8920, loss: 8.8920, grad_norm: 6.5417 2020-10-24 11:56:51,252 - mmaction - INFO - Epoch [43][420/1147] lr: 1.000e-03, eta: 1 day, 0:10:36, time: 1.288, data_time: 0.002, memory: 5812, loss_cls: 8.6690, loss: 8.6690, grad_norm: 6.4730 2020-10-24 11:57:17,175 - mmaction - INFO - Epoch [43][440/1147] lr: 1.000e-03, eta: 1 day, 0:10:09, time: 1.296, data_time: 0.001, memory: 5812, loss_cls: 8.7071, loss: 8.7071, grad_norm: 6.5517 2020-10-24 11:57:42,429 - mmaction - INFO - Epoch [43][460/1147] lr: 1.000e-03, eta: 1 day, 0:09:41, time: 1.263, data_time: 0.004, memory: 5812, loss_cls: 8.8230, loss: 8.8230, grad_norm: 6.5956 2020-10-24 11:58:08,002 - mmaction - INFO - Epoch [43][480/1147] lr: 1.000e-03, eta: 1 day, 0:09:13, time: 1.273, data_time: 0.001, memory: 5812, loss_cls: 8.7061, loss: 8.7061, grad_norm: 6.5719 2020-10-24 11:58:33,071 - mmaction - INFO - Epoch [43][500/1147] lr: 1.000e-03, eta: 1 day, 0:08:45, time: 1.254, data_time: 0.008, memory: 5812, loss_cls: 8.8368, loss: 8.8368, grad_norm: 6.5619 2020-10-24 11:58:59,294 - mmaction - INFO - Epoch [43][520/1147] lr: 1.000e-03, eta: 1 day, 0:08:18, time: 1.315, data_time: 0.006, memory: 5812, loss_cls: 8.7047, loss: 8.7047, grad_norm: 6.5249 2020-10-24 11:59:24,744 - mmaction - INFO - Epoch [43][540/1147] lr: 1.000e-03, eta: 1 day, 0:07:50, time: 1.271, data_time: 0.004, memory: 5812, loss_cls: 8.7433, loss: 8.7433, grad_norm: 6.5833 2020-10-24 11:59:50,315 - mmaction - INFO - Epoch [43][560/1147] lr: 1.000e-03, eta: 1 day, 0:07:23, time: 1.276, data_time: 0.008, memory: 5812, loss_cls: 8.7271, loss: 8.7271, grad_norm: 6.5033 2020-10-24 12:00:16,333 - mmaction - INFO - Epoch [43][580/1147] lr: 1.000e-03, eta: 1 day, 0:06:56, time: 1.298, data_time: 0.083, memory: 5812, loss_cls: 8.7799, loss: 8.7799, grad_norm: 6.6274 2020-10-24 12:00:43,216 - mmaction - INFO - Epoch [43][600/1147] lr: 1.000e-03, eta: 1 day, 0:06:30, time: 1.351, data_time: 0.220, memory: 5812, loss_cls: 8.6558, loss: 8.6558, grad_norm: 6.5085 2020-10-24 12:01:09,221 - mmaction - INFO - Epoch [43][620/1147] lr: 1.000e-03, eta: 1 day, 0:06:04, time: 1.299, data_time: 0.018, memory: 5812, loss_cls: 8.7294, loss: 8.7294, grad_norm: 6.5824 2020-10-24 12:01:36,020 - mmaction - INFO - Epoch [43][640/1147] lr: 1.000e-03, eta: 1 day, 0:05:38, time: 1.336, data_time: 0.003, memory: 5812, loss_cls: 8.6841, loss: 8.6841, grad_norm: 6.6049 2020-10-24 12:02:01,874 - mmaction - INFO - Epoch [43][660/1147] lr: 1.000e-03, eta: 1 day, 0:05:11, time: 1.296, data_time: 0.007, memory: 5812, loss_cls: 8.6270, loss: 8.6270, grad_norm: 6.5428 2020-10-24 12:02:27,634 - mmaction - INFO - Epoch [43][680/1147] lr: 1.000e-03, eta: 1 day, 0:04:44, time: 1.288, data_time: 0.005, memory: 5812, loss_cls: 8.7280, loss: 8.7280, grad_norm: 6.5581 2020-10-24 12:02:53,596 - mmaction - INFO - Epoch [43][700/1147] lr: 1.000e-03, eta: 1 day, 0:04:17, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 8.8162, loss: 8.8162, grad_norm: 6.6452 2020-10-24 12:03:19,549 - mmaction - INFO - Epoch [43][720/1147] lr: 1.000e-03, eta: 1 day, 0:03:50, time: 1.294, data_time: 0.001, memory: 5812, loss_cls: 8.7755, loss: 8.7755, grad_norm: 6.6729 2020-10-24 12:03:45,170 - mmaction - INFO - Epoch [43][740/1147] lr: 1.000e-03, eta: 1 day, 0:03:22, time: 1.282, data_time: 0.005, memory: 5812, loss_cls: 8.7904, loss: 8.7904, grad_norm: 6.6853 2020-10-24 12:04:10,589 - mmaction - INFO - Epoch [43][760/1147] lr: 1.000e-03, eta: 1 day, 0:02:54, time: 1.274, data_time: 0.007, memory: 5812, loss_cls: 8.7393, loss: 8.7393, grad_norm: 6.5146 2020-10-24 12:04:36,249 - mmaction - INFO - Epoch [43][780/1147] lr: 1.000e-03, eta: 1 day, 0:02:26, time: 1.273, data_time: 0.004, memory: 5812, loss_cls: 8.8825, loss: 8.8825, grad_norm: 6.6852 2020-10-24 12:05:01,846 - mmaction - INFO - Epoch [43][800/1147] lr: 1.000e-03, eta: 1 day, 0:01:59, time: 1.276, data_time: 0.014, memory: 5812, loss_cls: 8.8298, loss: 8.8298, grad_norm: 6.5433 2020-10-24 12:05:27,664 - mmaction - INFO - Epoch [43][820/1147] lr: 1.000e-03, eta: 1 day, 0:01:32, time: 1.305, data_time: 0.020, memory: 5812, loss_cls: 8.7187, loss: 8.7187, grad_norm: 6.5819 2020-10-24 12:05:53,712 - mmaction - INFO - Epoch [43][840/1147] lr: 1.000e-03, eta: 1 day, 0:01:05, time: 1.292, data_time: 0.002, memory: 5812, loss_cls: 8.7642, loss: 8.7642, grad_norm: 6.6151 2020-10-24 12:06:19,492 - mmaction - INFO - Epoch [43][860/1147] lr: 1.000e-03, eta: 1 day, 0:00:38, time: 1.297, data_time: 0.012, memory: 5812, loss_cls: 8.9180, loss: 8.9180, grad_norm: 6.7373 2020-10-24 12:06:45,180 - mmaction - INFO - Epoch [43][880/1147] lr: 1.000e-03, eta: 1 day, 0:00:10, time: 1.286, data_time: 0.006, memory: 5812, loss_cls: 8.7569, loss: 8.7569, grad_norm: 6.4788 2020-10-24 12:07:10,482 - mmaction - INFO - Epoch [43][900/1147] lr: 1.000e-03, eta: 23:59:42, time: 1.254, data_time: 0.001, memory: 5812, loss_cls: 8.8833, loss: 8.8833, grad_norm: 6.5736 2020-10-24 12:07:36,583 - mmaction - INFO - Epoch [43][920/1147] lr: 1.000e-03, eta: 23:59:15, time: 1.316, data_time: 0.014, memory: 5812, loss_cls: 8.7564, loss: 8.7564, grad_norm: 6.6776 2020-10-24 12:08:02,567 - mmaction - INFO - Epoch [43][940/1147] lr: 1.000e-03, eta: 23:58:49, time: 1.299, data_time: 0.003, memory: 5812, loss_cls: 8.7632, loss: 8.7632, grad_norm: 6.5663 2020-10-24 12:08:28,283 - mmaction - INFO - Epoch [43][960/1147] lr: 1.000e-03, eta: 23:58:21, time: 1.285, data_time: 0.007, memory: 5812, loss_cls: 8.7562, loss: 8.7562, grad_norm: 6.7545 2020-10-24 12:08:53,639 - mmaction - INFO - Epoch [43][980/1147] lr: 1.000e-03, eta: 23:57:53, time: 1.258, data_time: 0.003, memory: 5812, loss_cls: 8.8975, loss: 8.8975, grad_norm: 6.6161 2020-10-24 12:09:19,710 - mmaction - INFO - Epoch [43][1000/1147] lr: 1.000e-03, eta: 23:57:26, time: 1.311, data_time: 0.013, memory: 5812, loss_cls: 8.8470, loss: 8.8470, grad_norm: 6.6511 2020-10-24 12:09:45,507 - mmaction - INFO - Epoch [43][1020/1147] lr: 1.000e-03, eta: 23:56:59, time: 1.294, data_time: 0.009, memory: 5812, loss_cls: 8.7078, loss: 8.7078, grad_norm: 6.6225 2020-10-24 12:10:11,671 - mmaction - INFO - Epoch [43][1040/1147] lr: 1.000e-03, eta: 23:56:32, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 8.7496, loss: 8.7496, grad_norm: 6.6176 2020-10-24 12:10:37,611 - mmaction - INFO - Epoch [43][1060/1147] lr: 1.000e-03, eta: 23:56:05, time: 1.306, data_time: 0.016, memory: 5812, loss_cls: 8.5981, loss: 8.5981, grad_norm: 6.5738 2020-10-24 12:11:03,168 - mmaction - INFO - Epoch [43][1080/1147] lr: 1.000e-03, eta: 23:55:38, time: 1.276, data_time: 0.008, memory: 5812, loss_cls: 8.9107, loss: 8.9107, grad_norm: 6.6712 2020-10-24 12:11:28,878 - mmaction - INFO - Epoch [43][1100/1147] lr: 1.000e-03, eta: 23:55:10, time: 1.284, data_time: 0.010, memory: 5812, loss_cls: 8.7862, loss: 8.7862, grad_norm: 6.5668 2020-10-24 12:11:54,576 - mmaction - INFO - Epoch [43][1120/1147] lr: 1.000e-03, eta: 23:54:43, time: 1.291, data_time: 0.013, memory: 5812, loss_cls: 8.6927, loss: 8.6927, grad_norm: 6.6571 2020-10-24 12:12:20,707 - mmaction - INFO - Epoch [43][1140/1147] lr: 1.000e-03, eta: 23:54:16, time: 1.296, data_time: 0.007, memory: 5812, loss_cls: 8.9004, loss: 8.9004, grad_norm: 6.6333 2020-10-24 12:13:07,956 - mmaction - INFO - Epoch [44][20/1147] lr: 1.000e-03, eta: 23:53:47, time: 1.965, data_time: 1.225, memory: 5812, loss_cls: 8.7454, loss: 8.7454, grad_norm: 6.6588 2020-10-24 12:13:36,172 - mmaction - INFO - Epoch [44][40/1147] lr: 1.000e-03, eta: 23:53:24, time: 1.409, data_time: 0.709, memory: 5812, loss_cls: 8.7378, loss: 8.7378, grad_norm: 6.6204 2020-10-24 12:14:03,158 - mmaction - INFO - Epoch [44][60/1147] lr: 1.000e-03, eta: 23:52:59, time: 1.348, data_time: 0.562, memory: 5812, loss_cls: 8.6105, loss: 8.6105, grad_norm: 6.6824 2020-10-24 12:14:30,432 - mmaction - INFO - Epoch [44][80/1147] lr: 1.000e-03, eta: 23:52:34, time: 1.365, data_time: 0.538, memory: 5812, loss_cls: 8.6770, loss: 8.6770, grad_norm: 6.7255 2020-10-24 12:14:57,543 - mmaction - INFO - Epoch [44][100/1147] lr: 1.000e-03, eta: 23:52:09, time: 1.357, data_time: 0.402, memory: 5812, loss_cls: 8.6805, loss: 8.6805, grad_norm: 6.4964 2020-10-24 12:15:23,639 - mmaction - INFO - Epoch [44][120/1147] lr: 1.000e-03, eta: 23:51:42, time: 1.305, data_time: 0.010, memory: 5812, loss_cls: 8.8090, loss: 8.8090, grad_norm: 6.6129 2020-10-24 12:15:49,226 - mmaction - INFO - Epoch [44][140/1147] lr: 1.000e-03, eta: 23:51:14, time: 1.270, data_time: 0.002, memory: 5812, loss_cls: 8.8359, loss: 8.8359, grad_norm: 6.5755 2020-10-24 12:16:14,565 - mmaction - INFO - Epoch [44][160/1147] lr: 1.000e-03, eta: 23:50:46, time: 1.269, data_time: 0.010, memory: 5812, loss_cls: 8.5367, loss: 8.5367, grad_norm: 6.6039 2020-10-24 12:16:40,480 - mmaction - INFO - Epoch [44][180/1147] lr: 1.000e-03, eta: 23:50:20, time: 1.303, data_time: 0.008, memory: 5812, loss_cls: 8.6939, loss: 8.6939, grad_norm: 6.6257 2020-10-24 12:17:06,564 - mmaction - INFO - Epoch [44][200/1147] lr: 1.000e-03, eta: 23:49:53, time: 1.304, data_time: 0.003, memory: 5812, loss_cls: 8.8736, loss: 8.8736, grad_norm: 6.7184 2020-10-24 12:17:32,421 - mmaction - INFO - Epoch [44][220/1147] lr: 1.000e-03, eta: 23:49:26, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 8.5618, loss: 8.5618, grad_norm: 6.6038 2020-10-24 12:17:58,286 - mmaction - INFO - Epoch [44][240/1147] lr: 1.000e-03, eta: 23:48:59, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 8.8684, loss: 8.8684, grad_norm: 6.7066 2020-10-24 12:18:24,908 - mmaction - INFO - Epoch [44][260/1147] lr: 1.000e-03, eta: 23:48:33, time: 1.330, data_time: 0.002, memory: 5812, loss_cls: 8.7048, loss: 8.7048, grad_norm: 6.5921 2020-10-24 12:18:50,200 - mmaction - INFO - Epoch [44][280/1147] lr: 1.000e-03, eta: 23:48:05, time: 1.263, data_time: 0.003, memory: 5812, loss_cls: 8.7700, loss: 8.7700, grad_norm: 6.7918 2020-10-24 12:19:15,875 - mmaction - INFO - Epoch [44][300/1147] lr: 1.000e-03, eta: 23:47:37, time: 1.277, data_time: 0.011, memory: 5812, loss_cls: 8.6835, loss: 8.6835, grad_norm: 6.5833 2020-10-24 12:19:41,993 - mmaction - INFO - Epoch [44][320/1147] lr: 1.000e-03, eta: 23:47:11, time: 1.315, data_time: 0.011, memory: 5812, loss_cls: 8.7385, loss: 8.7385, grad_norm: 6.6471 2020-10-24 12:20:08,182 - mmaction - INFO - Epoch [44][340/1147] lr: 1.000e-03, eta: 23:46:44, time: 1.308, data_time: 0.003, memory: 5812, loss_cls: 8.9238, loss: 8.9238, grad_norm: 6.7798 2020-10-24 12:20:33,923 - mmaction - INFO - Epoch [44][360/1147] lr: 1.000e-03, eta: 23:46:17, time: 1.285, data_time: 0.004, memory: 5812, loss_cls: 8.6236, loss: 8.6236, grad_norm: 6.6210 2020-10-24 12:20:59,159 - mmaction - INFO - Epoch [44][380/1147] lr: 1.000e-03, eta: 23:45:48, time: 1.255, data_time: 0.004, memory: 5812, loss_cls: 8.6007, loss: 8.6007, grad_norm: 6.6625 2020-10-24 12:21:25,131 - mmaction - INFO - Epoch [44][400/1147] lr: 1.000e-03, eta: 23:45:21, time: 1.301, data_time: 0.012, memory: 5812, loss_cls: 8.6480, loss: 8.6480, grad_norm: 6.6447 2020-10-24 12:21:51,135 - mmaction - INFO - Epoch [44][420/1147] lr: 1.000e-03, eta: 23:44:55, time: 1.305, data_time: 0.008, memory: 5812, loss_cls: 8.7669, loss: 8.7669, grad_norm: 6.7254 2020-10-24 12:22:17,020 - mmaction - INFO - Epoch [44][440/1147] lr: 1.000e-03, eta: 23:44:28, time: 1.293, data_time: 0.005, memory: 5812, loss_cls: 8.7384, loss: 8.7384, grad_norm: 6.6745 2020-10-24 12:22:43,090 - mmaction - INFO - Epoch [44][460/1147] lr: 1.000e-03, eta: 23:44:01, time: 1.302, data_time: 0.008, memory: 5812, loss_cls: 8.7184, loss: 8.7184, grad_norm: 6.7022 2020-10-24 12:23:08,883 - mmaction - INFO - Epoch [44][480/1147] lr: 1.000e-03, eta: 23:43:34, time: 1.295, data_time: 0.008, memory: 5812, loss_cls: 9.0047, loss: 9.0047, grad_norm: 6.7386 2020-10-24 12:23:34,332 - mmaction - INFO - Epoch [44][500/1147] lr: 1.000e-03, eta: 23:43:06, time: 1.266, data_time: 0.003, memory: 5812, loss_cls: 8.7661, loss: 8.7661, grad_norm: 6.6437 2020-10-24 12:24:00,319 - mmaction - INFO - Epoch [44][520/1147] lr: 1.000e-03, eta: 23:42:39, time: 1.298, data_time: 0.009, memory: 5812, loss_cls: 8.8433, loss: 8.8433, grad_norm: 6.7114 2020-10-24 12:24:25,810 - mmaction - INFO - Epoch [44][540/1147] lr: 1.000e-03, eta: 23:42:10, time: 1.257, data_time: 0.012, memory: 5812, loss_cls: 8.6477, loss: 8.6477, grad_norm: 6.6340 2020-10-24 12:24:51,914 - mmaction - INFO - Epoch [44][560/1147] lr: 1.000e-03, eta: 23:41:44, time: 1.319, data_time: 0.028, memory: 5812, loss_cls: 8.6891, loss: 8.6891, grad_norm: 6.6915 2020-10-24 12:25:17,618 - mmaction - INFO - Epoch [44][580/1147] lr: 1.000e-03, eta: 23:41:17, time: 1.289, data_time: 0.014, memory: 5812, loss_cls: 8.7608, loss: 8.7608, grad_norm: 6.7036 2020-10-24 12:25:43,691 - mmaction - INFO - Epoch [44][600/1147] lr: 1.000e-03, eta: 23:40:50, time: 1.309, data_time: 0.010, memory: 5812, loss_cls: 8.7940, loss: 8.7940, grad_norm: 6.6032 2020-10-24 12:26:09,330 - mmaction - INFO - Epoch [44][620/1147] lr: 1.000e-03, eta: 23:40:23, time: 1.285, data_time: 0.008, memory: 5812, loss_cls: 8.5281, loss: 8.5281, grad_norm: 6.5692 2020-10-24 12:26:35,503 - mmaction - INFO - Epoch [44][640/1147] lr: 1.000e-03, eta: 23:39:56, time: 1.303, data_time: 0.001, memory: 5812, loss_cls: 8.8737, loss: 8.8737, grad_norm: 6.7157 2020-10-24 12:27:01,017 - mmaction - INFO - Epoch [44][660/1147] lr: 1.000e-03, eta: 23:39:29, time: 1.281, data_time: 0.008, memory: 5812, loss_cls: 8.8593, loss: 8.8593, grad_norm: 6.6958 2020-10-24 12:27:26,062 - mmaction - INFO - Epoch [44][680/1147] lr: 1.000e-03, eta: 23:39:00, time: 1.252, data_time: 0.003, memory: 5812, loss_cls: 8.5703, loss: 8.5703, grad_norm: 6.6683 2020-10-24 12:27:51,636 - mmaction - INFO - Epoch [44][700/1147] lr: 1.000e-03, eta: 23:38:33, time: 1.279, data_time: 0.003, memory: 5812, loss_cls: 8.8806, loss: 8.8806, grad_norm: 6.7254 2020-10-24 12:28:18,163 - mmaction - INFO - Epoch [44][720/1147] lr: 1.000e-03, eta: 23:38:07, time: 1.320, data_time: 0.001, memory: 5812, loss_cls: 8.4816, loss: 8.4816, grad_norm: 6.5607 2020-10-24 12:28:44,046 - mmaction - INFO - Epoch [44][740/1147] lr: 1.000e-03, eta: 23:37:40, time: 1.299, data_time: 0.009, memory: 5812, loss_cls: 8.7287, loss: 8.7287, grad_norm: 6.6995 2020-10-24 12:29:09,228 - mmaction - INFO - Epoch [44][760/1147] lr: 1.000e-03, eta: 23:37:11, time: 1.256, data_time: 0.002, memory: 5812, loss_cls: 8.7738, loss: 8.7738, grad_norm: 6.7211 2020-10-24 12:29:35,256 - mmaction - INFO - Epoch [44][780/1147] lr: 1.000e-03, eta: 23:36:45, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 8.9264, loss: 8.9264, grad_norm: 6.6732 2020-10-24 12:30:00,594 - mmaction - INFO - Epoch [44][800/1147] lr: 1.000e-03, eta: 23:36:17, time: 1.262, data_time: 0.006, memory: 5812, loss_cls: 8.9637, loss: 8.9637, grad_norm: 6.7312 2020-10-24 12:30:27,107 - mmaction - INFO - Epoch [44][820/1147] lr: 1.000e-03, eta: 23:35:51, time: 1.335, data_time: 0.017, memory: 5812, loss_cls: 8.6807, loss: 8.6807, grad_norm: 6.7183 2020-10-24 12:30:52,605 - mmaction - INFO - Epoch [44][840/1147] lr: 1.000e-03, eta: 23:35:23, time: 1.265, data_time: 0.002, memory: 5812, loss_cls: 8.5758, loss: 8.5758, grad_norm: 6.6980 2020-10-24 12:31:18,611 - mmaction - INFO - Epoch [44][860/1147] lr: 1.000e-03, eta: 23:34:56, time: 1.305, data_time: 0.011, memory: 5812, loss_cls: 8.7592, loss: 8.7592, grad_norm: 6.7418 2020-10-24 12:31:44,852 - mmaction - INFO - Epoch [44][880/1147] lr: 1.000e-03, eta: 23:34:30, time: 1.307, data_time: 0.007, memory: 5812, loss_cls: 8.8133, loss: 8.8133, grad_norm: 6.7036 2020-10-24 12:32:09,949 - mmaction - INFO - Epoch [44][900/1147] lr: 1.000e-03, eta: 23:34:02, time: 1.264, data_time: 0.014, memory: 5812, loss_cls: 8.6387, loss: 8.6387, grad_norm: 6.7351 2020-10-24 12:32:35,738 - mmaction - INFO - Epoch [44][920/1147] lr: 1.000e-03, eta: 23:33:34, time: 1.289, data_time: 0.002, memory: 5812, loss_cls: 8.5167, loss: 8.5167, grad_norm: 6.7574 2020-10-24 12:33:01,425 - mmaction - INFO - Epoch [44][940/1147] lr: 1.000e-03, eta: 23:33:07, time: 1.275, data_time: 0.002, memory: 5812, loss_cls: 8.6831, loss: 8.6831, grad_norm: 6.7928 2020-10-24 12:33:26,990 - mmaction - INFO - Epoch [44][960/1147] lr: 1.000e-03, eta: 23:32:39, time: 1.280, data_time: 0.011, memory: 5812, loss_cls: 8.6235, loss: 8.6235, grad_norm: 6.6987 2020-10-24 12:33:53,426 - mmaction - INFO - Epoch [44][980/1147] lr: 1.000e-03, eta: 23:32:13, time: 1.324, data_time: 0.011, memory: 5812, loss_cls: 8.8051, loss: 8.8051, grad_norm: 6.8048 2020-10-24 12:34:18,740 - mmaction - INFO - Epoch [44][1000/1147] lr: 1.000e-03, eta: 23:31:45, time: 1.268, data_time: 0.009, memory: 5812, loss_cls: 8.7007, loss: 8.7007, grad_norm: 6.6643 2020-10-24 12:34:44,611 - mmaction - INFO - Epoch [44][1020/1147] lr: 1.000e-03, eta: 23:31:18, time: 1.289, data_time: 0.005, memory: 5812, loss_cls: 8.7679, loss: 8.7679, grad_norm: 6.7370 2020-10-24 12:35:10,288 - mmaction - INFO - Epoch [44][1040/1147] lr: 1.000e-03, eta: 23:30:51, time: 1.290, data_time: 0.010, memory: 5812, loss_cls: 8.6403, loss: 8.6403, grad_norm: 6.6772 2020-10-24 12:35:36,016 - mmaction - INFO - Epoch [44][1060/1147] lr: 1.000e-03, eta: 23:30:23, time: 1.280, data_time: 0.004, memory: 5812, loss_cls: 8.8416, loss: 8.8416, grad_norm: 6.8752 2020-10-24 12:36:01,975 - mmaction - INFO - Epoch [44][1080/1147] lr: 1.000e-03, eta: 23:29:56, time: 1.296, data_time: 0.009, memory: 5812, loss_cls: 8.6831, loss: 8.6831, grad_norm: 6.5819 2020-10-24 12:36:28,157 - mmaction - INFO - Epoch [44][1100/1147] lr: 1.000e-03, eta: 23:29:30, time: 1.311, data_time: 0.011, memory: 5812, loss_cls: 8.7428, loss: 8.7428, grad_norm: 6.7667 2020-10-24 12:36:53,934 - mmaction - INFO - Epoch [44][1120/1147] lr: 1.000e-03, eta: 23:29:03, time: 1.296, data_time: 0.013, memory: 5812, loss_cls: 8.9954, loss: 8.9954, grad_norm: 6.8059 2020-10-24 12:37:19,203 - mmaction - INFO - Epoch [44][1140/1147] lr: 1.000e-03, eta: 23:28:35, time: 1.256, data_time: 0.001, memory: 5812, loss_cls: 8.8226, loss: 8.8226, grad_norm: 6.7264 2020-10-24 12:38:15,940 - mmaction - INFO - Epoch [45][20/1147] lr: 1.000e-03, eta: 23:28:17, time: 2.331, data_time: 1.400, memory: 5812, loss_cls: 8.6268, loss: 8.6268, grad_norm: 6.7935 2020-10-24 12:38:43,085 - mmaction - INFO - Epoch [45][40/1147] lr: 1.000e-03, eta: 23:27:52, time: 1.350, data_time: 0.204, memory: 5812, loss_cls: 8.4844, loss: 8.4844, grad_norm: 6.7555 2020-10-24 12:39:10,041 - mmaction - INFO - Epoch [45][60/1147] lr: 1.000e-03, eta: 23:27:27, time: 1.355, data_time: 0.009, memory: 5812, loss_cls: 8.6746, loss: 8.6746, grad_norm: 6.7580 2020-10-24 12:39:37,133 - mmaction - INFO - Epoch [45][80/1147] lr: 1.000e-03, eta: 23:27:02, time: 1.354, data_time: 0.001, memory: 5812, loss_cls: 8.6940, loss: 8.6940, grad_norm: 6.7787 2020-10-24 12:40:03,805 - mmaction - INFO - Epoch [45][100/1147] lr: 1.000e-03, eta: 23:26:36, time: 1.335, data_time: 0.004, memory: 5812, loss_cls: 8.5945, loss: 8.5945, grad_norm: 6.7064 2020-10-24 12:40:30,710 - mmaction - INFO - Epoch [45][120/1147] lr: 1.000e-03, eta: 23:26:11, time: 1.345, data_time: 0.002, memory: 5812, loss_cls: 8.8063, loss: 8.8063, grad_norm: 6.9409 2020-10-24 12:40:57,226 - mmaction - INFO - Epoch [45][140/1147] lr: 1.000e-03, eta: 23:25:45, time: 1.326, data_time: 0.004, memory: 5812, loss_cls: 8.6667, loss: 8.6667, grad_norm: 6.8288 2020-10-24 12:41:23,743 - mmaction - INFO - Epoch [45][160/1147] lr: 1.000e-03, eta: 23:25:19, time: 1.310, data_time: 0.002, memory: 5812, loss_cls: 8.8171, loss: 8.8171, grad_norm: 6.8078 2020-10-24 12:41:49,073 - mmaction - INFO - Epoch [45][180/1147] lr: 1.000e-03, eta: 23:24:51, time: 1.280, data_time: 0.018, memory: 5812, loss_cls: 8.7147, loss: 8.7147, grad_norm: 6.8760 2020-10-24 12:42:15,092 - mmaction - INFO - Epoch [45][200/1147] lr: 1.000e-03, eta: 23:24:24, time: 1.301, data_time: 0.003, memory: 5812, loss_cls: 8.7147, loss: 8.7147, grad_norm: 6.7505 2020-10-24 12:42:41,313 - mmaction - INFO - Epoch [45][220/1147] lr: 1.000e-03, eta: 23:23:58, time: 1.308, data_time: 0.004, memory: 5812, loss_cls: 8.6537, loss: 8.6537, grad_norm: 6.7015 2020-10-24 12:43:07,625 - mmaction - INFO - Epoch [45][240/1147] lr: 1.000e-03, eta: 23:23:31, time: 1.317, data_time: 0.008, memory: 5812, loss_cls: 8.9012, loss: 8.9012, grad_norm: 6.8030 2020-10-24 12:43:33,567 - mmaction - INFO - Epoch [45][260/1147] lr: 1.000e-03, eta: 23:23:04, time: 1.298, data_time: 0.006, memory: 5812, loss_cls: 8.6345, loss: 8.6345, grad_norm: 6.6898 2020-10-24 12:43:59,634 - mmaction - INFO - Epoch [45][280/1147] lr: 1.000e-03, eta: 23:22:38, time: 1.305, data_time: 0.004, memory: 5812, loss_cls: 8.7417, loss: 8.7417, grad_norm: 6.8185 2020-10-24 12:44:25,593 - mmaction - INFO - Epoch [45][300/1147] lr: 1.000e-03, eta: 23:22:11, time: 1.296, data_time: 0.003, memory: 5812, loss_cls: 8.6468, loss: 8.6468, grad_norm: 6.7450 2020-10-24 12:44:51,528 - mmaction - INFO - Epoch [45][320/1147] lr: 1.000e-03, eta: 23:21:44, time: 1.295, data_time: 0.008, memory: 5812, loss_cls: 8.8263, loss: 8.8263, grad_norm: 6.7117 2020-10-24 12:45:17,624 - mmaction - INFO - Epoch [45][340/1147] lr: 1.000e-03, eta: 23:21:17, time: 1.306, data_time: 0.006, memory: 5812, loss_cls: 8.5791, loss: 8.5791, grad_norm: 6.7452 2020-10-24 12:45:43,851 - mmaction - INFO - Epoch [45][360/1147] lr: 1.000e-03, eta: 23:20:51, time: 1.314, data_time: 0.006, memory: 5812, loss_cls: 8.7226, loss: 8.7226, grad_norm: 6.8089 2020-10-24 12:46:09,668 - mmaction - INFO - Epoch [45][380/1147] lr: 1.000e-03, eta: 23:20:23, time: 1.285, data_time: 0.002, memory: 5812, loss_cls: 8.4957, loss: 8.4957, grad_norm: 6.7567 2020-10-24 12:46:35,843 - mmaction - INFO - Epoch [45][400/1147] lr: 1.000e-03, eta: 23:19:57, time: 1.301, data_time: 0.009, memory: 5812, loss_cls: 8.6771, loss: 8.6771, grad_norm: 6.7649 2020-10-24 12:47:02,245 - mmaction - INFO - Epoch [45][420/1147] lr: 1.000e-03, eta: 23:19:31, time: 1.334, data_time: 0.018, memory: 5812, loss_cls: 8.8117, loss: 8.8117, grad_norm: 6.7805 2020-10-24 12:47:28,312 - mmaction - INFO - Epoch [45][440/1147] lr: 1.000e-03, eta: 23:19:04, time: 1.301, data_time: 0.006, memory: 5812, loss_cls: 8.5930, loss: 8.5930, grad_norm: 6.6463 2020-10-24 12:47:54,941 - mmaction - INFO - Epoch [45][460/1147] lr: 1.000e-03, eta: 23:18:38, time: 1.335, data_time: 0.005, memory: 5812, loss_cls: 8.6358, loss: 8.6358, grad_norm: 6.8774 2020-10-24 12:48:20,766 - mmaction - INFO - Epoch [45][480/1147] lr: 1.000e-03, eta: 23:18:11, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 8.7573, loss: 8.7573, grad_norm: 6.7704 2020-10-24 12:48:47,169 - mmaction - INFO - Epoch [45][500/1147] lr: 1.000e-03, eta: 23:17:45, time: 1.325, data_time: 0.011, memory: 5812, loss_cls: 8.6461, loss: 8.6461, grad_norm: 6.7294 2020-10-24 12:49:12,259 - mmaction - INFO - Epoch [45][520/1147] lr: 1.000e-03, eta: 23:17:17, time: 1.254, data_time: 0.002, memory: 5812, loss_cls: 8.8300, loss: 8.8300, grad_norm: 6.8659 2020-10-24 12:49:38,552 - mmaction - INFO - Epoch [45][540/1147] lr: 1.000e-03, eta: 23:16:50, time: 1.306, data_time: 0.002, memory: 5812, loss_cls: 8.7174, loss: 8.7174, grad_norm: 6.7375 2020-10-24 12:50:04,717 - mmaction - INFO - Epoch [45][560/1147] lr: 1.000e-03, eta: 23:16:24, time: 1.314, data_time: 0.013, memory: 5812, loss_cls: 8.6959, loss: 8.6959, grad_norm: 6.8862 2020-10-24 12:50:31,121 - mmaction - INFO - Epoch [45][580/1147] lr: 1.000e-03, eta: 23:15:58, time: 1.320, data_time: 0.004, memory: 5812, loss_cls: 8.7725, loss: 8.7725, grad_norm: 6.8131 2020-10-24 12:50:57,186 - mmaction - INFO - Epoch [45][600/1147] lr: 1.000e-03, eta: 23:15:31, time: 1.303, data_time: 0.006, memory: 5812, loss_cls: 8.7822, loss: 8.7822, grad_norm: 6.7500 2020-10-24 12:51:23,129 - mmaction - INFO - Epoch [45][620/1147] lr: 1.000e-03, eta: 23:15:04, time: 1.295, data_time: 0.005, memory: 5812, loss_cls: 8.7756, loss: 8.7756, grad_norm: 6.7680 2020-10-24 12:51:48,735 - mmaction - INFO - Epoch [45][640/1147] lr: 1.000e-03, eta: 23:14:36, time: 1.282, data_time: 0.006, memory: 5812, loss_cls: 8.4967, loss: 8.4967, grad_norm: 6.7548 2020-10-24 12:52:15,067 - mmaction - INFO - Epoch [45][660/1147] lr: 1.000e-03, eta: 23:14:10, time: 1.312, data_time: 0.008, memory: 5812, loss_cls: 8.6908, loss: 8.6908, grad_norm: 6.9421 2020-10-24 12:52:41,640 - mmaction - INFO - Epoch [45][680/1147] lr: 1.000e-03, eta: 23:13:44, time: 1.334, data_time: 0.011, memory: 5812, loss_cls: 8.5880, loss: 8.5880, grad_norm: 6.7702 2020-10-24 12:53:07,620 - mmaction - INFO - Epoch [45][700/1147] lr: 1.000e-03, eta: 23:13:17, time: 1.301, data_time: 0.007, memory: 5812, loss_cls: 8.7687, loss: 8.7687, grad_norm: 6.7890 2020-10-24 12:53:33,696 - mmaction - INFO - Epoch [45][720/1147] lr: 1.000e-03, eta: 23:12:51, time: 1.305, data_time: 0.003, memory: 5812, loss_cls: 8.9978, loss: 8.9978, grad_norm: 6.7800 2020-10-24 12:53:59,915 - mmaction - INFO - Epoch [45][740/1147] lr: 1.000e-03, eta: 23:12:24, time: 1.306, data_time: 0.001, memory: 5812, loss_cls: 8.6320, loss: 8.6320, grad_norm: 6.7999 2020-10-24 12:54:25,571 - mmaction - INFO - Epoch [45][760/1147] lr: 1.000e-03, eta: 23:11:57, time: 1.285, data_time: 0.019, memory: 5812, loss_cls: 8.6900, loss: 8.6900, grad_norm: 6.7967 2020-10-24 12:54:51,658 - mmaction - INFO - Epoch [45][780/1147] lr: 1.000e-03, eta: 23:11:30, time: 1.301, data_time: 0.005, memory: 5812, loss_cls: 8.7335, loss: 8.7335, grad_norm: 6.8398 2020-10-24 12:55:17,746 - mmaction - INFO - Epoch [45][800/1147] lr: 1.000e-03, eta: 23:11:04, time: 1.306, data_time: 0.011, memory: 5812, loss_cls: 8.6611, loss: 8.6611, grad_norm: 6.8315 2020-10-24 12:55:43,727 - mmaction - INFO - Epoch [45][820/1147] lr: 1.000e-03, eta: 23:10:37, time: 1.301, data_time: 0.017, memory: 5812, loss_cls: 8.8351, loss: 8.8351, grad_norm: 6.8669 2020-10-24 12:56:10,044 - mmaction - INFO - Epoch [45][840/1147] lr: 1.000e-03, eta: 23:10:10, time: 1.317, data_time: 0.004, memory: 5812, loss_cls: 8.7309, loss: 8.7309, grad_norm: 6.7587 2020-10-24 12:56:36,077 - mmaction - INFO - Epoch [45][860/1147] lr: 1.000e-03, eta: 23:09:44, time: 1.302, data_time: 0.004, memory: 5812, loss_cls: 8.7555, loss: 8.7555, grad_norm: 6.8781 2020-10-24 12:57:02,514 - mmaction - INFO - Epoch [45][880/1147] lr: 1.000e-03, eta: 23:09:17, time: 1.319, data_time: 0.005, memory: 5812, loss_cls: 8.8826, loss: 8.8826, grad_norm: 6.8896 2020-10-24 12:57:28,230 - mmaction - INFO - Epoch [45][900/1147] lr: 1.000e-03, eta: 23:08:50, time: 1.288, data_time: 0.007, memory: 5812, loss_cls: 8.9256, loss: 8.9256, grad_norm: 7.0027 2020-10-24 12:57:54,204 - mmaction - INFO - Epoch [45][920/1147] lr: 1.000e-03, eta: 23:08:23, time: 1.301, data_time: 0.004, memory: 5812, loss_cls: 8.4591, loss: 8.4591, grad_norm: 6.6890 2020-10-24 12:58:20,547 - mmaction - INFO - Epoch [45][940/1147] lr: 1.000e-03, eta: 23:07:57, time: 1.317, data_time: 0.004, memory: 5812, loss_cls: 8.8660, loss: 8.8660, grad_norm: 7.1302 2020-10-24 12:58:46,466 - mmaction - INFO - Epoch [45][960/1147] lr: 1.000e-03, eta: 23:07:30, time: 1.291, data_time: 0.004, memory: 5812, loss_cls: 8.6187, loss: 8.6187, grad_norm: 6.7614 2020-10-24 12:59:12,267 - mmaction - INFO - Epoch [45][980/1147] lr: 1.000e-03, eta: 23:07:03, time: 1.295, data_time: 0.007, memory: 5812, loss_cls: 8.5620, loss: 8.5620, grad_norm: 6.8618 2020-10-24 12:59:37,856 - mmaction - INFO - Epoch [45][1000/1147] lr: 1.000e-03, eta: 23:06:35, time: 1.271, data_time: 0.002, memory: 5812, loss_cls: 8.6890, loss: 8.6890, grad_norm: 6.8902 2020-10-24 13:00:04,040 - mmaction - INFO - Epoch [45][1020/1147] lr: 1.000e-03, eta: 23:06:09, time: 1.305, data_time: 0.010, memory: 5812, loss_cls: 8.6791, loss: 8.6791, grad_norm: 6.8332 2020-10-24 13:00:29,976 - mmaction - INFO - Epoch [45][1040/1147] lr: 1.000e-03, eta: 23:05:42, time: 1.307, data_time: 0.016, memory: 5812, loss_cls: 8.6583, loss: 8.6583, grad_norm: 6.8720 2020-10-24 13:00:55,746 - mmaction - INFO - Epoch [45][1060/1147] lr: 1.000e-03, eta: 23:05:15, time: 1.282, data_time: 0.006, memory: 5812, loss_cls: 8.8015, loss: 8.8015, grad_norm: 6.9224 2020-10-24 13:01:21,426 - mmaction - INFO - Epoch [45][1080/1147] lr: 1.000e-03, eta: 23:04:48, time: 1.291, data_time: 0.012, memory: 5812, loss_cls: 8.7788, loss: 8.7788, grad_norm: 6.8397 2020-10-24 13:01:47,140 - mmaction - INFO - Epoch [45][1100/1147] lr: 1.000e-03, eta: 23:04:20, time: 1.285, data_time: 0.004, memory: 5812, loss_cls: 8.6719, loss: 8.6719, grad_norm: 6.8025 2020-10-24 13:02:12,894 - mmaction - INFO - Epoch [45][1120/1147] lr: 1.000e-03, eta: 23:03:53, time: 1.291, data_time: 0.005, memory: 5812, loss_cls: 8.7226, loss: 8.7226, grad_norm: 6.8903 2020-10-24 13:02:39,017 - mmaction - INFO - Epoch [45][1140/1147] lr: 1.000e-03, eta: 23:03:26, time: 1.298, data_time: 0.003, memory: 5812, loss_cls: 8.7732, loss: 8.7732, grad_norm: 6.9265 2020-10-24 13:02:48,065 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-24 13:04:58,737 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 13:04:59,338 - mmaction - INFO - mean_average_precision 0.4597 2020-10-24 13:04:59,357 - mmaction - INFO - Epoch(val) [45][1147] mean_average_precision: 0.4597 2020-10-24 13:05:41,365 - mmaction - INFO - Epoch [46][20/1147] lr: 1.000e-03, eta: 23:03:01, time: 2.100, data_time: 1.078, memory: 5812, loss_cls: 8.6515, loss: 8.6515, grad_norm: 6.9326 2020-10-24 13:06:07,693 - mmaction - INFO - Epoch [46][40/1147] lr: 1.000e-03, eta: 23:02:35, time: 1.313, data_time: 0.007, memory: 5812, loss_cls: 8.8163, loss: 8.8163, grad_norm: 6.9291 2020-10-24 13:06:33,702 - mmaction - INFO - Epoch [46][60/1147] lr: 1.000e-03, eta: 23:02:08, time: 1.298, data_time: 0.005, memory: 5812, loss_cls: 8.5917, loss: 8.5917, grad_norm: 6.9526 2020-10-24 13:06:59,690 - mmaction - INFO - Epoch [46][80/1147] lr: 1.000e-03, eta: 23:01:41, time: 1.305, data_time: 0.010, memory: 5812, loss_cls: 8.5487, loss: 8.5487, grad_norm: 6.8180 2020-10-24 13:07:25,468 - mmaction - INFO - Epoch [46][100/1147] lr: 1.000e-03, eta: 23:01:14, time: 1.285, data_time: 0.003, memory: 5812, loss_cls: 8.7440, loss: 8.7440, grad_norm: 6.9263 2020-10-24 13:07:51,210 - mmaction - INFO - Epoch [46][120/1147] lr: 1.000e-03, eta: 23:00:47, time: 1.288, data_time: 0.008, memory: 5812, loss_cls: 8.4741, loss: 8.4741, grad_norm: 6.7999 2020-10-24 13:08:17,307 - mmaction - INFO - Epoch [46][140/1147] lr: 1.000e-03, eta: 23:00:20, time: 1.302, data_time: 0.007, memory: 5812, loss_cls: 8.6057, loss: 8.6057, grad_norm: 7.0318 2020-10-24 13:08:43,779 - mmaction - INFO - Epoch [46][160/1147] lr: 1.000e-03, eta: 22:59:54, time: 1.325, data_time: 0.008, memory: 5812, loss_cls: 8.6643, loss: 8.6643, grad_norm: 6.9074 2020-10-24 13:09:09,970 - mmaction - INFO - Epoch [46][180/1147] lr: 1.000e-03, eta: 22:59:27, time: 1.308, data_time: 0.008, memory: 5812, loss_cls: 8.7778, loss: 8.7778, grad_norm: 6.9193 2020-10-24 13:09:35,767 - mmaction - INFO - Epoch [46][200/1147] lr: 1.000e-03, eta: 22:59:00, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.6956, loss: 8.6956, grad_norm: 6.9329 2020-10-24 13:10:01,718 - mmaction - INFO - Epoch [46][220/1147] lr: 1.000e-03, eta: 22:58:33, time: 1.296, data_time: 0.009, memory: 5812, loss_cls: 8.6344, loss: 8.6344, grad_norm: 7.0146 2020-10-24 13:10:26,722 - mmaction - INFO - Epoch [46][240/1147] lr: 1.000e-03, eta: 22:58:05, time: 1.258, data_time: 0.011, memory: 5812, loss_cls: 8.6844, loss: 8.6844, grad_norm: 6.8711 2020-10-24 13:10:51,764 - mmaction - INFO - Epoch [46][260/1147] lr: 1.000e-03, eta: 22:57:37, time: 1.246, data_time: 0.002, memory: 5812, loss_cls: 8.7194, loss: 8.7194, grad_norm: 6.9133 2020-10-24 13:11:16,913 - mmaction - INFO - Epoch [46][280/1147] lr: 1.000e-03, eta: 22:57:09, time: 1.261, data_time: 0.007, memory: 5812, loss_cls: 8.7448, loss: 8.7448, grad_norm: 6.9832 2020-10-24 13:11:43,446 - mmaction - INFO - Epoch [46][300/1147] lr: 1.000e-03, eta: 22:56:43, time: 1.322, data_time: 0.004, memory: 5812, loss_cls: 8.6066, loss: 8.6066, grad_norm: 6.8592 2020-10-24 13:12:09,852 - mmaction - INFO - Epoch [46][320/1147] lr: 1.000e-03, eta: 22:56:16, time: 1.321, data_time: 0.011, memory: 5812, loss_cls: 8.7012, loss: 8.7012, grad_norm: 6.9602 2020-10-24 13:12:35,623 - mmaction - INFO - Epoch [46][340/1147] lr: 1.000e-03, eta: 22:55:49, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 8.7902, loss: 8.7902, grad_norm: 6.9747 2020-10-24 13:13:02,052 - mmaction - INFO - Epoch [46][360/1147] lr: 1.000e-03, eta: 22:55:23, time: 1.326, data_time: 0.007, memory: 5812, loss_cls: 8.7633, loss: 8.7633, grad_norm: 6.9244 2020-10-24 13:13:28,090 - mmaction - INFO - Epoch [46][380/1147] lr: 1.000e-03, eta: 22:54:57, time: 1.304, data_time: 0.006, memory: 5812, loss_cls: 8.6589, loss: 8.6589, grad_norm: 7.0164 2020-10-24 13:13:54,056 - mmaction - INFO - Epoch [46][400/1147] lr: 1.000e-03, eta: 22:54:30, time: 1.297, data_time: 0.003, memory: 5812, loss_cls: 8.8857, loss: 8.8857, grad_norm: 7.0273 2020-10-24 13:14:20,141 - mmaction - INFO - Epoch [46][420/1147] lr: 1.000e-03, eta: 22:54:03, time: 1.299, data_time: 0.003, memory: 5812, loss_cls: 8.5459, loss: 8.5459, grad_norm: 6.8646 2020-10-24 13:14:46,022 - mmaction - INFO - Epoch [46][440/1147] lr: 1.000e-03, eta: 22:53:36, time: 1.298, data_time: 0.008, memory: 5812, loss_cls: 8.6595, loss: 8.6595, grad_norm: 6.9139 2020-10-24 13:15:11,767 - mmaction - INFO - Epoch [46][460/1147] lr: 1.000e-03, eta: 22:53:09, time: 1.281, data_time: 0.006, memory: 5812, loss_cls: 8.7061, loss: 8.7061, grad_norm: 6.9378 2020-10-24 13:15:38,135 - mmaction - INFO - Epoch [46][480/1147] lr: 1.000e-03, eta: 22:52:43, time: 1.322, data_time: 0.012, memory: 5812, loss_cls: 8.6844, loss: 8.6844, grad_norm: 6.9253 2020-10-24 13:16:04,038 - mmaction - INFO - Epoch [46][500/1147] lr: 1.000e-03, eta: 22:52:15, time: 1.293, data_time: 0.008, memory: 5812, loss_cls: 8.7644, loss: 8.7644, grad_norm: 7.0212 2020-10-24 13:16:29,954 - mmaction - INFO - Epoch [46][520/1147] lr: 1.000e-03, eta: 22:51:49, time: 1.299, data_time: 0.012, memory: 5812, loss_cls: 8.5648, loss: 8.5648, grad_norm: 6.9796 2020-10-24 13:16:55,675 - mmaction - INFO - Epoch [46][540/1147] lr: 1.000e-03, eta: 22:51:21, time: 1.285, data_time: 0.007, memory: 5812, loss_cls: 8.8489, loss: 8.8489, grad_norm: 6.9867 2020-10-24 13:17:21,162 - mmaction - INFO - Epoch [46][560/1147] lr: 1.000e-03, eta: 22:50:54, time: 1.277, data_time: 0.009, memory: 5812, loss_cls: 8.5220, loss: 8.5220, grad_norm: 6.7423 2020-10-24 13:17:47,733 - mmaction - INFO - Epoch [46][580/1147] lr: 1.000e-03, eta: 22:50:28, time: 1.331, data_time: 0.008, memory: 5812, loss_cls: 8.5994, loss: 8.5994, grad_norm: 6.9033 2020-10-24 13:18:13,275 - mmaction - INFO - Epoch [46][600/1147] lr: 1.000e-03, eta: 22:50:00, time: 1.273, data_time: 0.003, memory: 5812, loss_cls: 8.7142, loss: 8.7142, grad_norm: 7.0129 2020-10-24 13:18:39,868 - mmaction - INFO - Epoch [46][620/1147] lr: 1.000e-03, eta: 22:49:35, time: 1.333, data_time: 0.007, memory: 5812, loss_cls: 8.7477, loss: 8.7477, grad_norm: 6.7949 2020-10-24 13:19:05,496 - mmaction - INFO - Epoch [46][640/1147] lr: 1.000e-03, eta: 22:49:07, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.7042, loss: 8.7042, grad_norm: 6.8979 2020-10-24 13:19:31,697 - mmaction - INFO - Epoch [46][660/1147] lr: 1.000e-03, eta: 22:48:41, time: 1.316, data_time: 0.009, memory: 5812, loss_cls: 8.7434, loss: 8.7434, grad_norm: 6.9530 2020-10-24 13:19:58,012 - mmaction - INFO - Epoch [46][680/1147] lr: 1.000e-03, eta: 22:48:15, time: 1.318, data_time: 0.006, memory: 5812, loss_cls: 8.4437, loss: 8.4437, grad_norm: 6.9624 2020-10-24 13:20:23,820 - mmaction - INFO - Epoch [46][700/1147] lr: 1.000e-03, eta: 22:47:47, time: 1.278, data_time: 0.003, memory: 5812, loss_cls: 8.7553, loss: 8.7553, grad_norm: 6.9718 2020-10-24 13:20:50,143 - mmaction - INFO - Epoch [46][720/1147] lr: 1.000e-03, eta: 22:47:21, time: 1.328, data_time: 0.016, memory: 5812, loss_cls: 8.6484, loss: 8.6484, grad_norm: 7.0543 2020-10-24 13:21:16,411 - mmaction - INFO - Epoch [46][740/1147] lr: 1.000e-03, eta: 22:46:55, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 8.6432, loss: 8.6432, grad_norm: 6.9952 2020-10-24 13:21:41,991 - mmaction - INFO - Epoch [46][760/1147] lr: 1.000e-03, eta: 22:46:27, time: 1.285, data_time: 0.008, memory: 5812, loss_cls: 8.6720, loss: 8.6720, grad_norm: 7.1042 2020-10-24 13:22:07,495 - mmaction - INFO - Epoch [46][780/1147] lr: 1.000e-03, eta: 22:46:00, time: 1.271, data_time: 0.003, memory: 5812, loss_cls: 8.6896, loss: 8.6896, grad_norm: 6.8793 2020-10-24 13:22:33,590 - mmaction - INFO - Epoch [46][800/1147] lr: 1.000e-03, eta: 22:45:33, time: 1.308, data_time: 0.007, memory: 5812, loss_cls: 8.6403, loss: 8.6403, grad_norm: 6.9113 2020-10-24 13:22:59,873 - mmaction - INFO - Epoch [46][820/1147] lr: 1.000e-03, eta: 22:45:07, time: 1.310, data_time: 0.005, memory: 5812, loss_cls: 8.5004, loss: 8.5004, grad_norm: 6.8700 2020-10-24 13:23:25,969 - mmaction - INFO - Epoch [46][840/1147] lr: 1.000e-03, eta: 22:44:40, time: 1.304, data_time: 0.022, memory: 5812, loss_cls: 8.7817, loss: 8.7817, grad_norm: 7.0984 2020-10-24 13:23:52,191 - mmaction - INFO - Epoch [46][860/1147] lr: 1.000e-03, eta: 22:44:14, time: 1.316, data_time: 0.009, memory: 5812, loss_cls: 8.7520, loss: 8.7520, grad_norm: 6.9951 2020-10-24 13:24:17,952 - mmaction - INFO - Epoch [46][880/1147] lr: 1.000e-03, eta: 22:43:47, time: 1.288, data_time: 0.001, memory: 5812, loss_cls: 8.6096, loss: 8.6096, grad_norm: 6.7880 2020-10-24 13:24:43,767 - mmaction - INFO - Epoch [46][900/1147] lr: 1.000e-03, eta: 22:43:19, time: 1.282, data_time: 0.002, memory: 5812, loss_cls: 8.7633, loss: 8.7633, grad_norm: 6.8655 2020-10-24 13:25:10,215 - mmaction - INFO - Epoch [46][920/1147] lr: 1.000e-03, eta: 22:42:53, time: 1.327, data_time: 0.013, memory: 5812, loss_cls: 8.7318, loss: 8.7318, grad_norm: 6.8369 2020-10-24 13:25:36,451 - mmaction - INFO - Epoch [46][940/1147] lr: 1.000e-03, eta: 22:42:27, time: 1.316, data_time: 0.007, memory: 5812, loss_cls: 8.7405, loss: 8.7405, grad_norm: 7.0017 2020-10-24 13:26:02,310 - mmaction - INFO - Epoch [46][960/1147] lr: 1.000e-03, eta: 22:42:00, time: 1.290, data_time: 0.002, memory: 5812, loss_cls: 8.7106, loss: 8.7106, grad_norm: 6.7791 2020-10-24 13:26:27,895 - mmaction - INFO - Epoch [46][980/1147] lr: 1.000e-03, eta: 22:41:33, time: 1.282, data_time: 0.004, memory: 5812, loss_cls: 8.4564, loss: 8.4564, grad_norm: 6.8658 2020-10-24 13:26:54,660 - mmaction - INFO - Epoch [46][1000/1147] lr: 1.000e-03, eta: 22:41:07, time: 1.337, data_time: 0.002, memory: 5812, loss_cls: 8.7741, loss: 8.7741, grad_norm: 7.0293 2020-10-24 13:27:20,439 - mmaction - INFO - Epoch [46][1020/1147] lr: 1.000e-03, eta: 22:40:40, time: 1.290, data_time: 0.005, memory: 5812, loss_cls: 8.7833, loss: 8.7833, grad_norm: 6.9195 2020-10-24 13:27:45,848 - mmaction - INFO - Epoch [46][1040/1147] lr: 1.000e-03, eta: 22:40:12, time: 1.262, data_time: 0.003, memory: 5812, loss_cls: 8.6605, loss: 8.6605, grad_norm: 6.8986 2020-10-24 13:28:11,428 - mmaction - INFO - Epoch [46][1060/1147] lr: 1.000e-03, eta: 22:39:45, time: 1.284, data_time: 0.011, memory: 5812, loss_cls: 8.6528, loss: 8.6528, grad_norm: 6.9239 2020-10-24 13:28:37,484 - mmaction - INFO - Epoch [46][1080/1147] lr: 1.000e-03, eta: 22:39:18, time: 1.306, data_time: 0.005, memory: 5812, loss_cls: 8.6404, loss: 8.6404, grad_norm: 6.9003 2020-10-24 13:29:03,072 - mmaction - INFO - Epoch [46][1100/1147] lr: 1.000e-03, eta: 22:38:51, time: 1.280, data_time: 0.002, memory: 5812, loss_cls: 8.6791, loss: 8.6791, grad_norm: 6.9939 2020-10-24 13:29:29,279 - mmaction - INFO - Epoch [46][1120/1147] lr: 1.000e-03, eta: 22:38:24, time: 1.309, data_time: 0.002, memory: 5812, loss_cls: 8.8176, loss: 8.8176, grad_norm: 6.9969 2020-10-24 13:29:54,583 - mmaction - INFO - Epoch [46][1140/1147] lr: 1.000e-03, eta: 22:37:56, time: 1.261, data_time: 0.003, memory: 5812, loss_cls: 8.5914, loss: 8.5914, grad_norm: 6.8752 2020-10-24 13:30:49,002 - mmaction - INFO - Epoch [47][20/1147] lr: 1.000e-03, eta: 22:37:35, time: 2.259, data_time: 1.809, memory: 5812, loss_cls: 8.8603, loss: 8.8603, grad_norm: 7.1339 2020-10-24 13:31:15,474 - mmaction - INFO - Epoch [47][40/1147] lr: 1.000e-03, eta: 22:37:09, time: 1.323, data_time: 0.642, memory: 5812, loss_cls: 8.6397, loss: 8.6397, grad_norm: 7.0696 2020-10-24 13:31:41,706 - mmaction - INFO - Epoch [47][60/1147] lr: 1.000e-03, eta: 22:36:43, time: 1.306, data_time: 0.684, memory: 5812, loss_cls: 8.6390, loss: 8.6390, grad_norm: 6.9151 2020-10-24 13:32:08,279 - mmaction - INFO - Epoch [47][80/1147] lr: 1.000e-03, eta: 22:36:17, time: 1.331, data_time: 0.716, memory: 5812, loss_cls: 8.6765, loss: 8.6765, grad_norm: 6.9299 2020-10-24 13:32:33,939 - mmaction - INFO - Epoch [47][100/1147] lr: 1.000e-03, eta: 22:35:50, time: 1.280, data_time: 0.596, memory: 5812, loss_cls: 8.4824, loss: 8.4824, grad_norm: 6.9618 2020-10-24 13:33:00,089 - mmaction - INFO - Epoch [47][120/1147] lr: 1.000e-03, eta: 22:35:23, time: 1.302, data_time: 0.663, memory: 5812, loss_cls: 8.5888, loss: 8.5888, grad_norm: 6.9628 2020-10-24 13:33:25,754 - mmaction - INFO - Epoch [47][140/1147] lr: 1.000e-03, eta: 22:34:56, time: 1.293, data_time: 0.656, memory: 5812, loss_cls: 8.6605, loss: 8.6605, grad_norm: 6.9461 2020-10-24 13:33:52,361 - mmaction - INFO - Epoch [47][160/1147] lr: 1.000e-03, eta: 22:34:30, time: 1.330, data_time: 0.687, memory: 5812, loss_cls: 8.6812, loss: 8.6812, grad_norm: 7.0462 2020-10-24 13:34:18,391 - mmaction - INFO - Epoch [47][180/1147] lr: 1.000e-03, eta: 22:34:03, time: 1.301, data_time: 0.694, memory: 5812, loss_cls: 8.6533, loss: 8.6533, grad_norm: 7.0250 2020-10-24 13:34:44,689 - mmaction - INFO - Epoch [47][200/1147] lr: 1.000e-03, eta: 22:33:37, time: 1.308, data_time: 0.692, memory: 5812, loss_cls: 8.7008, loss: 8.7008, grad_norm: 7.1799 2020-10-24 13:35:09,865 - mmaction - INFO - Epoch [47][220/1147] lr: 1.000e-03, eta: 22:33:09, time: 1.262, data_time: 0.660, memory: 5812, loss_cls: 8.4594, loss: 8.4594, grad_norm: 7.0109 2020-10-24 13:35:36,546 - mmaction - INFO - Epoch [47][240/1147] lr: 1.000e-03, eta: 22:32:43, time: 1.334, data_time: 0.722, memory: 5812, loss_cls: 8.5960, loss: 8.5960, grad_norm: 7.0070 2020-10-24 13:36:02,572 - mmaction - INFO - Epoch [47][260/1147] lr: 1.000e-03, eta: 22:32:16, time: 1.304, data_time: 0.690, memory: 5812, loss_cls: 8.7507, loss: 8.7507, grad_norm: 7.1902 2020-10-24 13:36:28,516 - mmaction - INFO - Epoch [47][280/1147] lr: 1.000e-03, eta: 22:31:49, time: 1.296, data_time: 0.652, memory: 5812, loss_cls: 8.5243, loss: 8.5243, grad_norm: 7.0810 2020-10-24 13:36:53,931 - mmaction - INFO - Epoch [47][300/1147] lr: 1.000e-03, eta: 22:31:22, time: 1.266, data_time: 0.663, memory: 5812, loss_cls: 8.6322, loss: 8.6322, grad_norm: 6.9387 2020-10-24 13:37:20,200 - mmaction - INFO - Epoch [47][320/1147] lr: 1.000e-03, eta: 22:30:56, time: 1.321, data_time: 0.676, memory: 5812, loss_cls: 8.5567, loss: 8.5567, grad_norm: 6.9490 2020-10-24 13:37:45,611 - mmaction - INFO - Epoch [47][340/1147] lr: 1.000e-03, eta: 22:30:28, time: 1.271, data_time: 0.636, memory: 5812, loss_cls: 8.6559, loss: 8.6559, grad_norm: 7.0311 2020-10-24 13:38:11,256 - mmaction - INFO - Epoch [47][360/1147] lr: 1.000e-03, eta: 22:30:01, time: 1.282, data_time: 0.657, memory: 5812, loss_cls: 8.8894, loss: 8.8894, grad_norm: 7.1039 2020-10-24 13:38:37,528 - mmaction - INFO - Epoch [47][380/1147] lr: 1.000e-03, eta: 22:29:34, time: 1.309, data_time: 0.672, memory: 5812, loss_cls: 8.8597, loss: 8.8597, grad_norm: 7.1150 2020-10-24 13:39:02,696 - mmaction - INFO - Epoch [47][400/1147] lr: 1.000e-03, eta: 22:29:06, time: 1.257, data_time: 0.639, memory: 5812, loss_cls: 8.8004, loss: 8.8004, grad_norm: 7.0345 2020-10-24 13:39:28,967 - mmaction - INFO - Epoch [47][420/1147] lr: 1.000e-03, eta: 22:28:40, time: 1.307, data_time: 0.676, memory: 5812, loss_cls: 8.7757, loss: 8.7757, grad_norm: 6.9440 2020-10-24 13:39:54,677 - mmaction - INFO - Epoch [47][440/1147] lr: 1.000e-03, eta: 22:28:13, time: 1.298, data_time: 0.658, memory: 5812, loss_cls: 8.4713, loss: 8.4713, grad_norm: 6.9354 2020-10-24 13:40:20,488 - mmaction - INFO - Epoch [47][460/1147] lr: 1.000e-03, eta: 22:27:46, time: 1.287, data_time: 0.650, memory: 5812, loss_cls: 8.7128, loss: 8.7128, grad_norm: 7.1157 2020-10-24 13:40:45,618 - mmaction - INFO - Epoch [47][480/1147] lr: 1.000e-03, eta: 22:27:18, time: 1.259, data_time: 0.619, memory: 5812, loss_cls: 8.6366, loss: 8.6366, grad_norm: 7.0986 2020-10-24 13:41:11,452 - mmaction - INFO - Epoch [47][500/1147] lr: 1.000e-03, eta: 22:26:51, time: 1.290, data_time: 0.668, memory: 5812, loss_cls: 8.5008, loss: 8.5008, grad_norm: 7.0692 2020-10-24 13:41:37,162 - mmaction - INFO - Epoch [47][520/1147] lr: 1.000e-03, eta: 22:26:23, time: 1.288, data_time: 0.676, memory: 5812, loss_cls: 8.6010, loss: 8.6010, grad_norm: 7.1320 2020-10-24 13:42:03,303 - mmaction - INFO - Epoch [47][540/1147] lr: 1.000e-03, eta: 22:25:57, time: 1.306, data_time: 0.651, memory: 5812, loss_cls: 8.7718, loss: 8.7718, grad_norm: 7.0440 2020-10-24 13:42:29,445 - mmaction - INFO - Epoch [47][560/1147] lr: 1.000e-03, eta: 22:25:30, time: 1.307, data_time: 0.683, memory: 5812, loss_cls: 8.5531, loss: 8.5531, grad_norm: 6.9132 2020-10-24 13:42:54,706 - mmaction - INFO - Epoch [47][580/1147] lr: 1.000e-03, eta: 22:25:03, time: 1.265, data_time: 0.644, memory: 5812, loss_cls: 8.8895, loss: 8.8895, grad_norm: 7.2034 2020-10-24 13:43:21,101 - mmaction - INFO - Epoch [47][600/1147] lr: 1.000e-03, eta: 22:24:36, time: 1.313, data_time: 0.665, memory: 5812, loss_cls: 8.8738, loss: 8.8738, grad_norm: 6.9071 2020-10-24 13:43:46,918 - mmaction - INFO - Epoch [47][620/1147] lr: 1.000e-03, eta: 22:24:09, time: 1.287, data_time: 0.675, memory: 5812, loss_cls: 8.6779, loss: 8.6779, grad_norm: 7.0223 2020-10-24 13:44:13,226 - mmaction - INFO - Epoch [47][640/1147] lr: 1.000e-03, eta: 22:23:43, time: 1.321, data_time: 0.705, memory: 5812, loss_cls: 8.6318, loss: 8.6318, grad_norm: 7.0358 2020-10-24 13:44:38,688 - mmaction - INFO - Epoch [47][660/1147] lr: 1.000e-03, eta: 22:23:15, time: 1.276, data_time: 0.650, memory: 5812, loss_cls: 8.7970, loss: 8.7970, grad_norm: 7.0704 2020-10-24 13:45:04,223 - mmaction - INFO - Epoch [47][680/1147] lr: 1.000e-03, eta: 22:22:48, time: 1.279, data_time: 0.640, memory: 5812, loss_cls: 8.7395, loss: 8.7395, grad_norm: 7.0681 2020-10-24 13:45:30,505 - mmaction - INFO - Epoch [47][700/1147] lr: 1.000e-03, eta: 22:22:22, time: 1.313, data_time: 0.680, memory: 5812, loss_cls: 8.7395, loss: 8.7395, grad_norm: 7.1403 2020-10-24 13:45:56,009 - mmaction - INFO - Epoch [47][720/1147] lr: 1.000e-03, eta: 22:21:54, time: 1.267, data_time: 0.651, memory: 5812, loss_cls: 8.8111, loss: 8.8111, grad_norm: 7.1537 2020-10-24 13:46:21,654 - mmaction - INFO - Epoch [47][740/1147] lr: 1.000e-03, eta: 22:21:27, time: 1.285, data_time: 0.655, memory: 5812, loss_cls: 8.6405, loss: 8.6405, grad_norm: 6.9142 2020-10-24 13:46:47,288 - mmaction - INFO - Epoch [47][760/1147] lr: 1.000e-03, eta: 22:21:00, time: 1.282, data_time: 0.646, memory: 5812, loss_cls: 8.5915, loss: 8.5915, grad_norm: 7.0679 2020-10-24 13:47:12,875 - mmaction - INFO - Epoch [47][780/1147] lr: 1.000e-03, eta: 22:20:32, time: 1.283, data_time: 0.652, memory: 5812, loss_cls: 8.5860, loss: 8.5860, grad_norm: 7.0971 2020-10-24 13:47:38,925 - mmaction - INFO - Epoch [47][800/1147] lr: 1.000e-03, eta: 22:20:06, time: 1.303, data_time: 0.678, memory: 5812, loss_cls: 8.6621, loss: 8.6621, grad_norm: 7.0496 2020-10-24 13:48:04,602 - mmaction - INFO - Epoch [47][820/1147] lr: 1.000e-03, eta: 22:19:38, time: 1.282, data_time: 0.663, memory: 5812, loss_cls: 8.4256, loss: 8.4256, grad_norm: 7.0562 2020-10-24 13:48:30,558 - mmaction - INFO - Epoch [47][840/1147] lr: 1.000e-03, eta: 22:19:12, time: 1.299, data_time: 0.679, memory: 5812, loss_cls: 8.6186, loss: 8.6186, grad_norm: 7.0330 2020-10-24 13:48:56,225 - mmaction - INFO - Epoch [47][860/1147] lr: 1.000e-03, eta: 22:18:44, time: 1.274, data_time: 0.640, memory: 5812, loss_cls: 8.7596, loss: 8.7596, grad_norm: 7.2083 2020-10-24 13:49:22,047 - mmaction - INFO - Epoch [47][880/1147] lr: 1.000e-03, eta: 22:18:17, time: 1.298, data_time: 0.680, memory: 5812, loss_cls: 8.5060, loss: 8.5060, grad_norm: 6.9526 2020-10-24 13:49:47,829 - mmaction - INFO - Epoch [47][900/1147] lr: 1.000e-03, eta: 22:17:50, time: 1.282, data_time: 0.660, memory: 5812, loss_cls: 8.7554, loss: 8.7554, grad_norm: 7.1569 2020-10-24 13:50:13,789 - mmaction - INFO - Epoch [47][920/1147] lr: 1.000e-03, eta: 22:17:23, time: 1.306, data_time: 0.720, memory: 5812, loss_cls: 8.7529, loss: 8.7529, grad_norm: 6.9657 2020-10-24 13:50:39,537 - mmaction - INFO - Epoch [47][940/1147] lr: 1.000e-03, eta: 22:16:56, time: 1.291, data_time: 0.674, memory: 5812, loss_cls: 8.4882, loss: 8.4882, grad_norm: 6.8506 2020-10-24 13:51:05,895 - mmaction - INFO - Epoch [47][960/1147] lr: 1.000e-03, eta: 22:16:30, time: 1.314, data_time: 0.718, memory: 5812, loss_cls: 8.6977, loss: 8.6977, grad_norm: 6.9676 2020-10-24 13:51:31,674 - mmaction - INFO - Epoch [47][980/1147] lr: 1.000e-03, eta: 22:16:03, time: 1.290, data_time: 0.698, memory: 5812, loss_cls: 8.7808, loss: 8.7808, grad_norm: 7.1753 2020-10-24 13:51:58,260 - mmaction - INFO - Epoch [47][1000/1147] lr: 1.000e-03, eta: 22:15:37, time: 1.322, data_time: 0.718, memory: 5812, loss_cls: 8.7775, loss: 8.7775, grad_norm: 7.0712 2020-10-24 13:52:24,017 - mmaction - INFO - Epoch [47][1020/1147] lr: 1.000e-03, eta: 22:15:10, time: 1.299, data_time: 0.657, memory: 5812, loss_cls: 8.6425, loss: 8.6425, grad_norm: 6.9859 2020-10-24 13:52:49,717 - mmaction - INFO - Epoch [47][1040/1147] lr: 1.000e-03, eta: 22:14:43, time: 1.280, data_time: 0.620, memory: 5812, loss_cls: 8.5736, loss: 8.5736, grad_norm: 7.1518 2020-10-24 13:53:15,206 - mmaction - INFO - Epoch [47][1060/1147] lr: 1.000e-03, eta: 22:14:15, time: 1.271, data_time: 0.642, memory: 5812, loss_cls: 8.7377, loss: 8.7377, grad_norm: 7.0266 2020-10-24 13:53:41,256 - mmaction - INFO - Epoch [47][1080/1147] lr: 1.000e-03, eta: 22:13:49, time: 1.306, data_time: 0.658, memory: 5812, loss_cls: 8.7285, loss: 8.7285, grad_norm: 6.9206 2020-10-24 13:54:07,116 - mmaction - INFO - Epoch [47][1100/1147] lr: 1.000e-03, eta: 22:13:22, time: 1.283, data_time: 0.670, memory: 5812, loss_cls: 8.4659, loss: 8.4659, grad_norm: 7.0123 2020-10-24 13:54:32,214 - mmaction - INFO - Epoch [47][1120/1147] lr: 1.000e-03, eta: 22:12:54, time: 1.265, data_time: 0.643, memory: 5812, loss_cls: 8.5564, loss: 8.5564, grad_norm: 7.1244 2020-10-24 13:54:58,185 - mmaction - INFO - Epoch [47][1140/1147] lr: 1.000e-03, eta: 22:12:27, time: 1.303, data_time: 0.710, memory: 5812, loss_cls: 8.8185, loss: 8.8185, grad_norm: 7.0900 2020-10-24 13:55:48,210 - mmaction - INFO - Epoch [48][20/1147] lr: 1.000e-03, eta: 22:12:01, time: 2.082, data_time: 1.047, memory: 5812, loss_cls: 8.7041, loss: 8.7041, grad_norm: 7.0147 2020-10-24 13:56:15,774 - mmaction - INFO - Epoch [48][40/1147] lr: 1.000e-03, eta: 22:11:36, time: 1.376, data_time: 0.005, memory: 5812, loss_cls: 8.6231, loss: 8.6231, grad_norm: 6.9819 2020-10-24 13:56:42,256 - mmaction - INFO - Epoch [48][60/1147] lr: 1.000e-03, eta: 22:11:10, time: 1.326, data_time: 0.005, memory: 5812, loss_cls: 8.8268, loss: 8.8268, grad_norm: 7.1124 2020-10-24 13:57:08,147 - mmaction - INFO - Epoch [48][80/1147] lr: 1.000e-03, eta: 22:10:43, time: 1.295, data_time: 0.003, memory: 5812, loss_cls: 8.5518, loss: 8.5518, grad_norm: 6.9528 2020-10-24 13:57:34,361 - mmaction - INFO - Epoch [48][100/1147] lr: 1.000e-03, eta: 22:10:17, time: 1.311, data_time: 0.006, memory: 5812, loss_cls: 8.6333, loss: 8.6333, grad_norm: 7.1186 2020-10-24 13:58:00,813 - mmaction - INFO - Epoch [48][120/1147] lr: 1.000e-03, eta: 22:09:50, time: 1.315, data_time: 0.002, memory: 5812, loss_cls: 8.4474, loss: 8.4474, grad_norm: 7.0407 2020-10-24 13:58:26,644 - mmaction - INFO - Epoch [48][140/1147] lr: 1.000e-03, eta: 22:09:24, time: 1.297, data_time: 0.011, memory: 5812, loss_cls: 8.8280, loss: 8.8280, grad_norm: 7.0455 2020-10-24 13:58:52,557 - mmaction - INFO - Epoch [48][160/1147] lr: 1.000e-03, eta: 22:08:56, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 8.7228, loss: 8.7228, grad_norm: 7.0538 2020-10-24 13:59:18,265 - mmaction - INFO - Epoch [48][180/1147] lr: 1.000e-03, eta: 22:08:29, time: 1.289, data_time: 0.012, memory: 5812, loss_cls: 8.6823, loss: 8.6823, grad_norm: 7.0286 2020-10-24 13:59:43,975 - mmaction - INFO - Epoch [48][200/1147] lr: 1.000e-03, eta: 22:08:02, time: 1.292, data_time: 0.011, memory: 5812, loss_cls: 8.7900, loss: 8.7900, grad_norm: 7.1118 2020-10-24 14:00:09,676 - mmaction - INFO - Epoch [48][220/1147] lr: 1.000e-03, eta: 22:07:35, time: 1.286, data_time: 0.004, memory: 5812, loss_cls: 8.5508, loss: 8.5508, grad_norm: 7.1416 2020-10-24 14:00:34,514 - mmaction - INFO - Epoch [48][240/1147] lr: 1.000e-03, eta: 22:07:07, time: 1.242, data_time: 0.003, memory: 5812, loss_cls: 8.5830, loss: 8.5830, grad_norm: 7.1931 2020-10-24 14:01:00,650 - mmaction - INFO - Epoch [48][260/1147] lr: 1.000e-03, eta: 22:06:40, time: 1.303, data_time: 0.004, memory: 5812, loss_cls: 8.6521, loss: 8.6521, grad_norm: 7.1595 2020-10-24 14:01:26,169 - mmaction - INFO - Epoch [48][280/1147] lr: 1.000e-03, eta: 22:06:13, time: 1.279, data_time: 0.006, memory: 5812, loss_cls: 8.7192, loss: 8.7192, grad_norm: 7.2316 2020-10-24 14:01:51,504 - mmaction - INFO - Epoch [48][300/1147] lr: 1.000e-03, eta: 22:05:45, time: 1.258, data_time: 0.007, memory: 5812, loss_cls: 8.7833, loss: 8.7833, grad_norm: 7.1440 2020-10-24 14:02:16,102 - mmaction - INFO - Epoch [48][320/1147] lr: 1.000e-03, eta: 22:05:16, time: 1.230, data_time: 0.010, memory: 5812, loss_cls: 8.6449, loss: 8.6449, grad_norm: 7.0212 2020-10-24 14:02:41,484 - mmaction - INFO - Epoch [48][340/1147] lr: 1.000e-03, eta: 22:04:49, time: 1.273, data_time: 0.014, memory: 5812, loss_cls: 8.6536, loss: 8.6536, grad_norm: 7.0748 2020-10-24 14:03:06,804 - mmaction - INFO - Epoch [48][360/1147] lr: 1.000e-03, eta: 22:04:21, time: 1.267, data_time: 0.006, memory: 5812, loss_cls: 8.6661, loss: 8.6661, grad_norm: 7.1017 2020-10-24 14:03:32,787 - mmaction - INFO - Epoch [48][380/1147] lr: 1.000e-03, eta: 22:03:54, time: 1.292, data_time: 0.005, memory: 5812, loss_cls: 8.7526, loss: 8.7526, grad_norm: 7.1492 2020-10-24 14:03:57,988 - mmaction - INFO - Epoch [48][400/1147] lr: 1.000e-03, eta: 22:03:27, time: 1.270, data_time: 0.013, memory: 5812, loss_cls: 8.5863, loss: 8.5863, grad_norm: 7.1435 2020-10-24 14:04:23,735 - mmaction - INFO - Epoch [48][420/1147] lr: 1.000e-03, eta: 22:03:00, time: 1.288, data_time: 0.002, memory: 5812, loss_cls: 8.5973, loss: 8.5973, grad_norm: 7.1869 2020-10-24 14:04:49,193 - mmaction - INFO - Epoch [48][440/1147] lr: 1.000e-03, eta: 22:02:32, time: 1.271, data_time: 0.005, memory: 5812, loss_cls: 8.7140, loss: 8.7140, grad_norm: 7.1176 2020-10-24 14:05:15,077 - mmaction - INFO - Epoch [48][460/1147] lr: 1.000e-03, eta: 22:02:05, time: 1.281, data_time: 0.003, memory: 5812, loss_cls: 8.7379, loss: 8.7379, grad_norm: 6.9731 2020-10-24 14:05:40,260 - mmaction - INFO - Epoch [48][480/1147] lr: 1.000e-03, eta: 22:01:37, time: 1.270, data_time: 0.017, memory: 5812, loss_cls: 8.7115, loss: 8.7115, grad_norm: 7.0865 2020-10-24 14:06:06,103 - mmaction - INFO - Epoch [48][500/1147] lr: 1.000e-03, eta: 22:01:10, time: 1.291, data_time: 0.007, memory: 5812, loss_cls: 8.6426, loss: 8.6426, grad_norm: 7.1369 2020-10-24 14:06:30,540 - mmaction - INFO - Epoch [48][520/1147] lr: 1.000e-03, eta: 22:00:42, time: 1.225, data_time: 0.008, memory: 5812, loss_cls: 8.6311, loss: 8.6311, grad_norm: 7.1207 2020-10-24 14:06:54,986 - mmaction - INFO - Epoch [48][540/1147] lr: 1.000e-03, eta: 22:00:13, time: 1.221, data_time: 0.003, memory: 5812, loss_cls: 8.5827, loss: 8.5827, grad_norm: 7.0120 2020-10-24 14:07:20,268 - mmaction - INFO - Epoch [48][560/1147] lr: 1.000e-03, eta: 21:59:45, time: 1.265, data_time: 0.004, memory: 5812, loss_cls: 8.6303, loss: 8.6303, grad_norm: 7.1433 2020-10-24 14:07:46,111 - mmaction - INFO - Epoch [48][580/1147] lr: 1.000e-03, eta: 21:59:18, time: 1.293, data_time: 0.004, memory: 5812, loss_cls: 8.6540, loss: 8.6540, grad_norm: 7.1709 2020-10-24 14:08:11,560 - mmaction - INFO - Epoch [48][600/1147] lr: 1.000e-03, eta: 21:58:51, time: 1.274, data_time: 0.003, memory: 5812, loss_cls: 8.6305, loss: 8.6305, grad_norm: 7.0773 2020-10-24 14:08:37,140 - mmaction - INFO - Epoch [48][620/1147] lr: 1.000e-03, eta: 21:58:23, time: 1.279, data_time: 0.001, memory: 5812, loss_cls: 8.8171, loss: 8.8171, grad_norm: 7.1947 2020-10-24 14:09:03,547 - mmaction - INFO - Epoch [48][640/1147] lr: 1.000e-03, eta: 21:57:57, time: 1.310, data_time: 0.023, memory: 5812, loss_cls: 8.5604, loss: 8.5604, grad_norm: 7.0941 2020-10-24 14:09:29,506 - mmaction - INFO - Epoch [48][660/1147] lr: 1.000e-03, eta: 21:57:30, time: 1.307, data_time: 0.059, memory: 5812, loss_cls: 8.7938, loss: 8.7938, grad_norm: 7.1356 2020-10-24 14:09:54,946 - mmaction - INFO - Epoch [48][680/1147] lr: 1.000e-03, eta: 21:57:03, time: 1.273, data_time: 0.021, memory: 5812, loss_cls: 8.8254, loss: 8.8254, grad_norm: 7.2616 2020-10-24 14:10:20,890 - mmaction - INFO - Epoch [48][700/1147] lr: 1.000e-03, eta: 21:56:36, time: 1.297, data_time: 0.001, memory: 5812, loss_cls: 8.8513, loss: 8.8513, grad_norm: 7.1272 2020-10-24 14:10:46,224 - mmaction - INFO - Epoch [48][720/1147] lr: 1.000e-03, eta: 21:56:08, time: 1.264, data_time: 0.001, memory: 5812, loss_cls: 8.7025, loss: 8.7025, grad_norm: 7.1652 2020-10-24 14:11:11,896 - mmaction - INFO - Epoch [48][740/1147] lr: 1.000e-03, eta: 21:55:41, time: 1.284, data_time: 0.005, memory: 5812, loss_cls: 8.7628, loss: 8.7628, grad_norm: 7.2179 2020-10-24 14:11:38,655 - mmaction - INFO - Epoch [48][760/1147] lr: 1.000e-03, eta: 21:55:16, time: 1.336, data_time: 0.003, memory: 5812, loss_cls: 8.7193, loss: 8.7193, grad_norm: 7.1656 2020-10-24 14:12:03,839 - mmaction - INFO - Epoch [48][780/1147] lr: 1.000e-03, eta: 21:54:48, time: 1.260, data_time: 0.005, memory: 5812, loss_cls: 8.5534, loss: 8.5534, grad_norm: 7.0582 2020-10-24 14:12:28,922 - mmaction - INFO - Epoch [48][800/1147] lr: 1.000e-03, eta: 21:54:20, time: 1.256, data_time: 0.003, memory: 5812, loss_cls: 8.5724, loss: 8.5724, grad_norm: 7.1135 2020-10-24 14:12:54,042 - mmaction - INFO - Epoch [48][820/1147] lr: 1.000e-03, eta: 21:53:52, time: 1.256, data_time: 0.001, memory: 5812, loss_cls: 8.6104, loss: 8.6104, grad_norm: 7.2555 2020-10-24 14:13:19,660 - mmaction - INFO - Epoch [48][840/1147] lr: 1.000e-03, eta: 21:53:25, time: 1.281, data_time: 0.001, memory: 5812, loss_cls: 8.4440, loss: 8.4440, grad_norm: 7.0403 2020-10-24 14:13:44,843 - mmaction - INFO - Epoch [48][860/1147] lr: 1.000e-03, eta: 21:52:57, time: 1.257, data_time: 0.002, memory: 5812, loss_cls: 8.5686, loss: 8.5686, grad_norm: 7.1199 2020-10-24 14:14:10,693 - mmaction - INFO - Epoch [48][880/1147] lr: 1.000e-03, eta: 21:52:30, time: 1.285, data_time: 0.002, memory: 5812, loss_cls: 8.6767, loss: 8.6767, grad_norm: 7.0294 2020-10-24 14:14:35,807 - mmaction - INFO - Epoch [48][900/1147] lr: 1.000e-03, eta: 21:52:02, time: 1.262, data_time: 0.011, memory: 5812, loss_cls: 8.7182, loss: 8.7182, grad_norm: 7.2283 2020-10-24 14:15:01,051 - mmaction - INFO - Epoch [48][920/1147] lr: 1.000e-03, eta: 21:51:34, time: 1.265, data_time: 0.004, memory: 5812, loss_cls: 8.6025, loss: 8.6025, grad_norm: 7.0337 2020-10-24 14:15:26,554 - mmaction - INFO - Epoch [48][940/1147] lr: 1.000e-03, eta: 21:51:07, time: 1.275, data_time: 0.004, memory: 5812, loss_cls: 8.4557, loss: 8.4557, grad_norm: 7.0866 2020-10-24 14:15:51,817 - mmaction - INFO - Epoch [48][960/1147] lr: 1.000e-03, eta: 21:50:39, time: 1.258, data_time: 0.004, memory: 5812, loss_cls: 8.5548, loss: 8.5548, grad_norm: 7.1210 2020-10-24 14:16:17,448 - mmaction - INFO - Epoch [48][980/1147] lr: 1.000e-03, eta: 21:50:12, time: 1.280, data_time: 0.006, memory: 5812, loss_cls: 8.7384, loss: 8.7384, grad_norm: 7.0994 2020-10-24 14:16:42,972 - mmaction - INFO - Epoch [48][1000/1147] lr: 1.000e-03, eta: 21:49:44, time: 1.265, data_time: 0.009, memory: 5812, loss_cls: 8.5951, loss: 8.5951, grad_norm: 6.9907 2020-10-24 14:17:08,616 - mmaction - INFO - Epoch [48][1020/1147] lr: 1.000e-03, eta: 21:49:17, time: 1.293, data_time: 0.024, memory: 5812, loss_cls: 8.6578, loss: 8.6578, grad_norm: 7.1891 2020-10-24 14:17:33,826 - mmaction - INFO - Epoch [48][1040/1147] lr: 1.000e-03, eta: 21:48:50, time: 1.260, data_time: 0.008, memory: 5812, loss_cls: 8.7070, loss: 8.7070, grad_norm: 7.0486 2020-10-24 14:17:57,748 - mmaction - INFO - Epoch [48][1060/1147] lr: 1.000e-03, eta: 21:48:20, time: 1.203, data_time: 0.009, memory: 5812, loss_cls: 8.6847, loss: 8.6847, grad_norm: 7.0548 2020-10-24 14:18:21,333 - mmaction - INFO - Epoch [48][1080/1147] lr: 1.000e-03, eta: 21:47:50, time: 1.179, data_time: 0.001, memory: 5812, loss_cls: 8.6134, loss: 8.6134, grad_norm: 7.1329 2020-10-24 14:18:46,708 - mmaction - INFO - Epoch [48][1100/1147] lr: 1.000e-03, eta: 21:47:23, time: 1.269, data_time: 0.001, memory: 5812, loss_cls: 8.4813, loss: 8.4813, grad_norm: 7.1679 2020-10-24 14:19:12,966 - mmaction - INFO - Epoch [48][1120/1147] lr: 1.000e-03, eta: 21:46:56, time: 1.310, data_time: 0.000, memory: 5812, loss_cls: 8.5439, loss: 8.5439, grad_norm: 7.1453 2020-10-24 14:19:38,707 - mmaction - INFO - Epoch [48][1140/1147] lr: 1.000e-03, eta: 21:46:29, time: 1.287, data_time: 0.042, memory: 5812, loss_cls: 8.5861, loss: 8.5861, grad_norm: 7.1177 2020-10-24 14:20:30,153 - mmaction - INFO - Epoch [49][20/1147] lr: 1.000e-03, eta: 21:46:03, time: 2.094, data_time: 1.583, memory: 5812, loss_cls: 8.5437, loss: 8.5437, grad_norm: 7.0103 2020-10-24 14:20:55,979 - mmaction - INFO - Epoch [49][40/1147] lr: 1.000e-03, eta: 21:45:36, time: 1.291, data_time: 0.508, memory: 5812, loss_cls: 8.7684, loss: 8.7684, grad_norm: 7.1963 2020-10-24 14:21:22,725 - mmaction - INFO - Epoch [49][60/1147] lr: 1.000e-03, eta: 21:45:10, time: 1.337, data_time: 0.513, memory: 5812, loss_cls: 8.5607, loss: 8.5607, grad_norm: 7.0522 2020-10-24 14:21:48,641 - mmaction - INFO - Epoch [49][80/1147] lr: 1.000e-03, eta: 21:44:43, time: 1.296, data_time: 0.563, memory: 5812, loss_cls: 8.7101, loss: 8.7101, grad_norm: 7.1264 2020-10-24 14:22:14,827 - mmaction - INFO - Epoch [49][100/1147] lr: 1.000e-03, eta: 21:44:17, time: 1.306, data_time: 0.674, memory: 5812, loss_cls: 8.5521, loss: 8.5521, grad_norm: 7.2198 2020-10-24 14:22:40,815 - mmaction - INFO - Epoch [49][120/1147] lr: 1.000e-03, eta: 21:43:50, time: 1.296, data_time: 0.624, memory: 5812, loss_cls: 8.5927, loss: 8.5927, grad_norm: 7.1965 2020-10-24 14:23:06,610 - mmaction - INFO - Epoch [49][140/1147] lr: 1.000e-03, eta: 21:43:23, time: 1.294, data_time: 0.373, memory: 5812, loss_cls: 8.7301, loss: 8.7301, grad_norm: 7.0577 2020-10-24 14:23:32,650 - mmaction - INFO - Epoch [49][160/1147] lr: 1.000e-03, eta: 21:42:57, time: 1.303, data_time: 0.481, memory: 5812, loss_cls: 8.3706, loss: 8.3706, grad_norm: 6.9977 2020-10-24 14:23:58,577 - mmaction - INFO - Epoch [49][180/1147] lr: 1.000e-03, eta: 21:42:30, time: 1.292, data_time: 0.340, memory: 5812, loss_cls: 8.4311, loss: 8.4311, grad_norm: 7.0598 2020-10-24 14:24:24,428 - mmaction - INFO - Epoch [49][200/1147] lr: 1.000e-03, eta: 21:42:03, time: 1.294, data_time: 0.071, memory: 5812, loss_cls: 8.6973, loss: 8.6973, grad_norm: 7.2340 2020-10-24 14:24:50,130 - mmaction - INFO - Epoch [49][220/1147] lr: 1.000e-03, eta: 21:41:36, time: 1.288, data_time: 0.050, memory: 5812, loss_cls: 8.4362, loss: 8.4362, grad_norm: 7.0427 2020-10-24 14:25:15,760 - mmaction - INFO - Epoch [49][240/1147] lr: 1.000e-03, eta: 21:41:09, time: 1.280, data_time: 0.008, memory: 5812, loss_cls: 8.5061, loss: 8.5061, grad_norm: 7.2893 2020-10-24 14:25:40,565 - mmaction - INFO - Epoch [49][260/1147] lr: 1.000e-03, eta: 21:40:40, time: 1.239, data_time: 0.003, memory: 5812, loss_cls: 8.6482, loss: 8.6482, grad_norm: 7.2293 2020-10-24 14:26:05,503 - mmaction - INFO - Epoch [49][280/1147] lr: 1.000e-03, eta: 21:40:12, time: 1.243, data_time: 0.014, memory: 5812, loss_cls: 8.5076, loss: 8.5076, grad_norm: 7.0581 2020-10-24 14:26:31,134 - mmaction - INFO - Epoch [49][300/1147] lr: 1.000e-03, eta: 21:39:45, time: 1.282, data_time: 0.072, memory: 5812, loss_cls: 8.5217, loss: 8.5217, grad_norm: 7.0726 2020-10-24 14:26:56,257 - mmaction - INFO - Epoch [49][320/1147] lr: 1.000e-03, eta: 21:39:17, time: 1.261, data_time: 0.181, memory: 5812, loss_cls: 8.5271, loss: 8.5271, grad_norm: 7.1742 2020-10-24 14:27:21,752 - mmaction - INFO - Epoch [49][340/1147] lr: 1.000e-03, eta: 21:38:50, time: 1.274, data_time: 0.110, memory: 5812, loss_cls: 8.5981, loss: 8.5981, grad_norm: 7.1430 2020-10-24 14:27:46,660 - mmaction - INFO - Epoch [49][360/1147] lr: 1.000e-03, eta: 21:38:22, time: 1.247, data_time: 0.345, memory: 5812, loss_cls: 8.7222, loss: 8.7222, grad_norm: 7.1254 2020-10-24 14:28:13,287 - mmaction - INFO - Epoch [49][380/1147] lr: 1.000e-03, eta: 21:37:56, time: 1.326, data_time: 0.438, memory: 5812, loss_cls: 8.6976, loss: 8.6976, grad_norm: 7.1803 2020-10-24 14:28:38,802 - mmaction - INFO - Epoch [49][400/1147] lr: 1.000e-03, eta: 21:37:29, time: 1.276, data_time: 0.215, memory: 5812, loss_cls: 8.6612, loss: 8.6612, grad_norm: 6.9743 2020-10-24 14:29:04,474 - mmaction - INFO - Epoch [49][420/1147] lr: 1.000e-03, eta: 21:37:02, time: 1.289, data_time: 0.158, memory: 5812, loss_cls: 8.4675, loss: 8.4675, grad_norm: 7.1803 2020-10-24 14:29:30,070 - mmaction - INFO - Epoch [49][440/1147] lr: 1.000e-03, eta: 21:36:34, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.9048, loss: 8.9048, grad_norm: 7.2095 2020-10-24 14:29:56,019 - mmaction - INFO - Epoch [49][460/1147] lr: 1.000e-03, eta: 21:36:07, time: 1.290, data_time: 0.005, memory: 5812, loss_cls: 8.7261, loss: 8.7261, grad_norm: 7.2078 2020-10-24 14:30:20,681 - mmaction - INFO - Epoch [49][480/1147] lr: 1.000e-03, eta: 21:35:39, time: 1.244, data_time: 0.012, memory: 5812, loss_cls: 8.7094, loss: 8.7094, grad_norm: 7.2722 2020-10-24 14:30:45,955 - mmaction - INFO - Epoch [49][500/1147] lr: 1.000e-03, eta: 21:35:12, time: 1.263, data_time: 0.002, memory: 5812, loss_cls: 8.6769, loss: 8.6769, grad_norm: 7.2316 2020-10-24 14:31:11,778 - mmaction - INFO - Epoch [49][520/1147] lr: 1.000e-03, eta: 21:34:44, time: 1.281, data_time: 0.002, memory: 5812, loss_cls: 8.4337, loss: 8.4337, grad_norm: 7.0657 2020-10-24 14:31:37,010 - mmaction - INFO - Epoch [49][540/1147] lr: 1.000e-03, eta: 21:34:17, time: 1.274, data_time: 0.013, memory: 5812, loss_cls: 8.6823, loss: 8.6823, grad_norm: 7.3078 2020-10-24 14:32:02,810 - mmaction - INFO - Epoch [49][560/1147] lr: 1.000e-03, eta: 21:33:50, time: 1.289, data_time: 0.002, memory: 5812, loss_cls: 8.6852, loss: 8.6852, grad_norm: 7.1920 2020-10-24 14:32:28,312 - mmaction - INFO - Epoch [49][580/1147] lr: 1.000e-03, eta: 21:33:23, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.6421, loss: 8.6421, grad_norm: 7.1743 2020-10-24 14:32:53,567 - mmaction - INFO - Epoch [49][600/1147] lr: 1.000e-03, eta: 21:32:55, time: 1.258, data_time: 0.003, memory: 5812, loss_cls: 8.8122, loss: 8.8122, grad_norm: 7.3224 2020-10-24 14:33:18,807 - mmaction - INFO - Epoch [49][620/1147] lr: 1.000e-03, eta: 21:32:27, time: 1.264, data_time: 0.006, memory: 5812, loss_cls: 8.5786, loss: 8.5786, grad_norm: 7.1611 2020-10-24 14:33:44,238 - mmaction - INFO - Epoch [49][640/1147] lr: 1.000e-03, eta: 21:32:00, time: 1.271, data_time: 0.006, memory: 5812, loss_cls: 8.5589, loss: 8.5589, grad_norm: 7.1897 2020-10-24 14:34:09,949 - mmaction - INFO - Epoch [49][660/1147] lr: 1.000e-03, eta: 21:31:33, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 8.5246, loss: 8.5246, grad_norm: 7.2202 2020-10-24 14:34:35,357 - mmaction - INFO - Epoch [49][680/1147] lr: 1.000e-03, eta: 21:31:06, time: 1.270, data_time: 0.002, memory: 5812, loss_cls: 8.9336, loss: 8.9336, grad_norm: 7.3342 2020-10-24 14:35:00,492 - mmaction - INFO - Epoch [49][700/1147] lr: 1.000e-03, eta: 21:30:38, time: 1.249, data_time: 0.001, memory: 5812, loss_cls: 8.4591, loss: 8.4591, grad_norm: 7.0716 2020-10-24 14:35:25,862 - mmaction - INFO - Epoch [49][720/1147] lr: 1.000e-03, eta: 21:30:10, time: 1.265, data_time: 0.011, memory: 5812, loss_cls: 8.4733, loss: 8.4733, grad_norm: 7.1876 2020-10-24 14:35:50,412 - mmaction - INFO - Epoch [49][740/1147] lr: 1.000e-03, eta: 21:29:42, time: 1.237, data_time: 0.014, memory: 5812, loss_cls: 8.6873, loss: 8.6873, grad_norm: 7.2590 2020-10-24 14:36:14,427 - mmaction - INFO - Epoch [49][760/1147] lr: 1.000e-03, eta: 21:29:12, time: 1.201, data_time: 0.003, memory: 5812, loss_cls: 8.5761, loss: 8.5761, grad_norm: 7.2009 2020-10-24 14:36:39,641 - mmaction - INFO - Epoch [49][780/1147] lr: 1.000e-03, eta: 21:28:45, time: 1.253, data_time: 0.002, memory: 5812, loss_cls: 8.5064, loss: 8.5064, grad_norm: 7.0839 2020-10-24 14:37:05,259 - mmaction - INFO - Epoch [49][800/1147] lr: 1.000e-03, eta: 21:28:18, time: 1.288, data_time: 0.010, memory: 5812, loss_cls: 8.5654, loss: 8.5654, grad_norm: 7.2171 2020-10-24 14:37:30,527 - mmaction - INFO - Epoch [49][820/1147] lr: 1.000e-03, eta: 21:27:50, time: 1.258, data_time: 0.004, memory: 5812, loss_cls: 8.5647, loss: 8.5647, grad_norm: 7.2547 2020-10-24 14:37:55,974 - mmaction - INFO - Epoch [49][840/1147] lr: 1.000e-03, eta: 21:27:23, time: 1.275, data_time: 0.014, memory: 5812, loss_cls: 8.7816, loss: 8.7816, grad_norm: 7.1408 2020-10-24 14:38:21,249 - mmaction - INFO - Epoch [49][860/1147] lr: 1.000e-03, eta: 21:26:55, time: 1.263, data_time: 0.006, memory: 5812, loss_cls: 8.7728, loss: 8.7728, grad_norm: 7.2716 2020-10-24 14:38:46,681 - mmaction - INFO - Epoch [49][880/1147] lr: 1.000e-03, eta: 21:26:28, time: 1.275, data_time: 0.006, memory: 5812, loss_cls: 8.7132, loss: 8.7132, grad_norm: 7.2012 2020-10-24 14:39:12,455 - mmaction - INFO - Epoch [49][900/1147] lr: 1.000e-03, eta: 21:26:01, time: 1.280, data_time: 0.003, memory: 5812, loss_cls: 8.7689, loss: 8.7689, grad_norm: 7.2546 2020-10-24 14:39:38,294 - mmaction - INFO - Epoch [49][920/1147] lr: 1.000e-03, eta: 21:25:34, time: 1.298, data_time: 0.011, memory: 5812, loss_cls: 8.6579, loss: 8.6579, grad_norm: 7.1947 2020-10-24 14:40:03,758 - mmaction - INFO - Epoch [49][940/1147] lr: 1.000e-03, eta: 21:25:07, time: 1.277, data_time: 0.008, memory: 5812, loss_cls: 8.4835, loss: 8.4835, grad_norm: 7.1564 2020-10-24 14:40:29,514 - mmaction - INFO - Epoch [49][960/1147] lr: 1.000e-03, eta: 21:24:40, time: 1.287, data_time: 0.002, memory: 5812, loss_cls: 8.6137, loss: 8.6137, grad_norm: 7.1988 2020-10-24 14:40:54,803 - mmaction - INFO - Epoch [49][980/1147] lr: 1.000e-03, eta: 21:24:12, time: 1.262, data_time: 0.004, memory: 5812, loss_cls: 8.7321, loss: 8.7321, grad_norm: 7.1747 2020-10-24 14:41:19,471 - mmaction - INFO - Epoch [49][1000/1147] lr: 1.000e-03, eta: 21:23:44, time: 1.233, data_time: 0.006, memory: 5812, loss_cls: 8.7062, loss: 8.7062, grad_norm: 7.1606 2020-10-24 14:41:45,555 - mmaction - INFO - Epoch [49][1020/1147] lr: 1.000e-03, eta: 21:23:17, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 8.5605, loss: 8.5605, grad_norm: 7.2223 2020-10-24 14:42:10,861 - mmaction - INFO - Epoch [49][1040/1147] lr: 1.000e-03, eta: 21:22:49, time: 1.254, data_time: 0.001, memory: 5812, loss_cls: 8.5721, loss: 8.5721, grad_norm: 7.1414 2020-10-24 14:42:35,998 - mmaction - INFO - Epoch [49][1060/1147] lr: 1.000e-03, eta: 21:22:22, time: 1.262, data_time: 0.013, memory: 5812, loss_cls: 8.7403, loss: 8.7403, grad_norm: 7.2005 2020-10-24 14:43:01,298 - mmaction - INFO - Epoch [49][1080/1147] lr: 1.000e-03, eta: 21:21:54, time: 1.260, data_time: 0.007, memory: 5812, loss_cls: 8.6220, loss: 8.6220, grad_norm: 7.2495 2020-10-24 14:43:26,548 - mmaction - INFO - Epoch [49][1100/1147] lr: 1.000e-03, eta: 21:21:27, time: 1.267, data_time: 0.014, memory: 5812, loss_cls: 8.4749, loss: 8.4749, grad_norm: 7.1602 2020-10-24 14:43:51,379 - mmaction - INFO - Epoch [49][1120/1147] lr: 1.000e-03, eta: 21:20:59, time: 1.246, data_time: 0.009, memory: 5812, loss_cls: 8.6165, loss: 8.6165, grad_norm: 7.1736 2020-10-24 14:44:16,608 - mmaction - INFO - Epoch [49][1140/1147] lr: 1.000e-03, eta: 21:20:31, time: 1.260, data_time: 0.004, memory: 5812, loss_cls: 8.5047, loss: 8.5047, grad_norm: 7.2218 2020-10-24 14:45:11,279 - mmaction - INFO - Epoch [50][20/1147] lr: 1.000e-03, eta: 21:20:07, time: 2.231, data_time: 1.608, memory: 5812, loss_cls: 8.5307, loss: 8.5307, grad_norm: 7.1043 2020-10-24 14:45:39,397 - mmaction - INFO - Epoch [50][40/1147] lr: 1.000e-03, eta: 21:19:44, time: 1.406, data_time: 0.705, memory: 5812, loss_cls: 8.5775, loss: 8.5775, grad_norm: 7.2108 2020-10-24 14:46:06,709 - mmaction - INFO - Epoch [50][60/1147] lr: 1.000e-03, eta: 21:19:19, time: 1.363, data_time: 0.435, memory: 5812, loss_cls: 8.6293, loss: 8.6293, grad_norm: 7.3063 2020-10-24 14:46:32,637 - mmaction - INFO - Epoch [50][80/1147] lr: 1.000e-03, eta: 21:18:52, time: 1.300, data_time: 0.384, memory: 5812, loss_cls: 8.5311, loss: 8.5311, grad_norm: 7.1454 2020-10-24 14:46:58,545 - mmaction - INFO - Epoch [50][100/1147] lr: 1.000e-03, eta: 21:18:25, time: 1.295, data_time: 0.297, memory: 5812, loss_cls: 8.6487, loss: 8.6487, grad_norm: 7.2032 2020-10-24 14:47:24,509 - mmaction - INFO - Epoch [50][120/1147] lr: 1.000e-03, eta: 21:17:59, time: 1.295, data_time: 0.163, memory: 5812, loss_cls: 8.5859, loss: 8.5859, grad_norm: 7.1070 2020-10-24 14:47:50,515 - mmaction - INFO - Epoch [50][140/1147] lr: 1.000e-03, eta: 21:17:32, time: 1.303, data_time: 0.388, memory: 5812, loss_cls: 8.7394, loss: 8.7394, grad_norm: 7.3641 2020-10-24 14:48:16,782 - mmaction - INFO - Epoch [50][160/1147] lr: 1.000e-03, eta: 21:17:06, time: 1.313, data_time: 0.640, memory: 5812, loss_cls: 8.6607, loss: 8.6607, grad_norm: 7.2826 2020-10-24 14:48:43,046 - mmaction - INFO - Epoch [50][180/1147] lr: 1.000e-03, eta: 21:16:39, time: 1.312, data_time: 0.730, memory: 5812, loss_cls: 8.5532, loss: 8.5532, grad_norm: 7.0778 2020-10-24 14:49:09,252 - mmaction - INFO - Epoch [50][200/1147] lr: 1.000e-03, eta: 21:16:13, time: 1.301, data_time: 0.686, memory: 5812, loss_cls: 8.4538, loss: 8.4538, grad_norm: 7.2957 2020-10-24 14:49:34,586 - mmaction - INFO - Epoch [50][220/1147] lr: 1.000e-03, eta: 21:15:45, time: 1.271, data_time: 0.659, memory: 5812, loss_cls: 8.6397, loss: 8.6397, grad_norm: 7.3301 2020-10-24 14:50:00,643 - mmaction - INFO - Epoch [50][240/1147] lr: 1.000e-03, eta: 21:15:19, time: 1.306, data_time: 0.708, memory: 5812, loss_cls: 8.5285, loss: 8.5285, grad_norm: 7.2246 2020-10-24 14:50:27,258 - mmaction - INFO - Epoch [50][260/1147] lr: 1.000e-03, eta: 21:14:53, time: 1.326, data_time: 0.741, memory: 5812, loss_cls: 8.4848, loss: 8.4848, grad_norm: 7.1812 2020-10-24 14:50:53,226 - mmaction - INFO - Epoch [50][280/1147] lr: 1.000e-03, eta: 21:14:27, time: 1.306, data_time: 0.668, memory: 5812, loss_cls: 8.4706, loss: 8.4706, grad_norm: 7.2514 2020-10-24 14:51:19,797 - mmaction - INFO - Epoch [50][300/1147] lr: 1.000e-03, eta: 21:14:00, time: 1.319, data_time: 0.708, memory: 5812, loss_cls: 8.5433, loss: 8.5433, grad_norm: 7.3399 2020-10-24 14:51:45,753 - mmaction - INFO - Epoch [50][320/1147] lr: 1.000e-03, eta: 21:13:34, time: 1.304, data_time: 0.711, memory: 5812, loss_cls: 8.5816, loss: 8.5816, grad_norm: 7.2137 2020-10-24 14:52:11,752 - mmaction - INFO - Epoch [50][340/1147] lr: 1.000e-03, eta: 21:13:07, time: 1.299, data_time: 0.703, memory: 5812, loss_cls: 8.7806, loss: 8.7806, grad_norm: 7.3140 2020-10-24 14:52:37,300 - mmaction - INFO - Epoch [50][360/1147] lr: 1.000e-03, eta: 21:12:40, time: 1.283, data_time: 0.694, memory: 5812, loss_cls: 8.6340, loss: 8.6340, grad_norm: 7.2448 2020-10-24 14:53:03,335 - mmaction - INFO - Epoch [50][380/1147] lr: 1.000e-03, eta: 21:12:13, time: 1.296, data_time: 0.686, memory: 5812, loss_cls: 8.5454, loss: 8.5454, grad_norm: 7.2656 2020-10-24 14:53:29,717 - mmaction - INFO - Epoch [50][400/1147] lr: 1.000e-03, eta: 21:11:47, time: 1.318, data_time: 0.697, memory: 5812, loss_cls: 8.6008, loss: 8.6008, grad_norm: 7.2845 2020-10-24 14:53:55,960 - mmaction - INFO - Epoch [50][420/1147] lr: 1.000e-03, eta: 21:11:21, time: 1.311, data_time: 0.705, memory: 5812, loss_cls: 8.5855, loss: 8.5855, grad_norm: 7.2132 2020-10-24 14:54:22,655 - mmaction - INFO - Epoch [50][440/1147] lr: 1.000e-03, eta: 21:10:55, time: 1.339, data_time: 0.713, memory: 5812, loss_cls: 8.7237, loss: 8.7237, grad_norm: 7.3156 2020-10-24 14:54:48,230 - mmaction - INFO - Epoch [50][460/1147] lr: 1.000e-03, eta: 21:10:28, time: 1.281, data_time: 0.683, memory: 5812, loss_cls: 8.6896, loss: 8.6896, grad_norm: 7.2129 2020-10-24 14:55:14,335 - mmaction - INFO - Epoch [50][480/1147] lr: 1.000e-03, eta: 21:10:02, time: 1.304, data_time: 0.679, memory: 5812, loss_cls: 8.4048, loss: 8.4048, grad_norm: 7.2114 2020-10-24 14:55:40,808 - mmaction - INFO - Epoch [50][500/1147] lr: 1.000e-03, eta: 21:09:36, time: 1.318, data_time: 0.704, memory: 5812, loss_cls: 8.5139, loss: 8.5139, grad_norm: 7.3653 2020-10-24 14:56:06,497 - mmaction - INFO - Epoch [50][520/1147] lr: 1.000e-03, eta: 21:09:09, time: 1.291, data_time: 0.681, memory: 5812, loss_cls: 8.5304, loss: 8.5304, grad_norm: 7.2994 2020-10-24 14:56:32,811 - mmaction - INFO - Epoch [50][540/1147] lr: 1.000e-03, eta: 21:08:42, time: 1.313, data_time: 0.687, memory: 5812, loss_cls: 8.7038, loss: 8.7038, grad_norm: 7.3464 2020-10-24 14:56:59,119 - mmaction - INFO - Epoch [50][560/1147] lr: 1.000e-03, eta: 21:08:16, time: 1.313, data_time: 0.673, memory: 5812, loss_cls: 8.5902, loss: 8.5902, grad_norm: 7.3291 2020-10-24 14:57:24,589 - mmaction - INFO - Epoch [50][580/1147] lr: 1.000e-03, eta: 21:07:49, time: 1.268, data_time: 0.634, memory: 5812, loss_cls: 8.5241, loss: 8.5241, grad_norm: 7.2830 2020-10-24 14:57:50,286 - mmaction - INFO - Epoch [50][600/1147] lr: 1.000e-03, eta: 21:07:22, time: 1.291, data_time: 0.679, memory: 5812, loss_cls: 8.5014, loss: 8.5014, grad_norm: 7.2367 2020-10-24 14:58:16,507 - mmaction - INFO - Epoch [50][620/1147] lr: 1.000e-03, eta: 21:06:55, time: 1.307, data_time: 0.663, memory: 5812, loss_cls: 8.7793, loss: 8.7793, grad_norm: 7.3659 2020-10-24 14:58:42,302 - mmaction - INFO - Epoch [50][640/1147] lr: 1.000e-03, eta: 21:06:29, time: 1.291, data_time: 0.666, memory: 5812, loss_cls: 8.6610, loss: 8.6610, grad_norm: 7.2259 2020-10-24 14:59:07,788 - mmaction - INFO - Epoch [50][660/1147] lr: 1.000e-03, eta: 21:06:02, time: 1.281, data_time: 0.690, memory: 5812, loss_cls: 8.6372, loss: 8.6372, grad_norm: 7.2645 2020-10-24 14:59:33,695 - mmaction - INFO - Epoch [50][680/1147] lr: 1.000e-03, eta: 21:05:35, time: 1.292, data_time: 0.661, memory: 5812, loss_cls: 8.3823, loss: 8.3823, grad_norm: 7.1895 2020-10-24 14:59:59,522 - mmaction - INFO - Epoch [50][700/1147] lr: 1.000e-03, eta: 21:05:08, time: 1.286, data_time: 0.677, memory: 5812, loss_cls: 8.5738, loss: 8.5738, grad_norm: 7.3537 2020-10-24 15:00:25,786 - mmaction - INFO - Epoch [50][720/1147] lr: 1.000e-03, eta: 21:04:42, time: 1.320, data_time: 0.709, memory: 5812, loss_cls: 8.5953, loss: 8.5953, grad_norm: 7.2511 2020-10-24 15:00:51,413 - mmaction - INFO - Epoch [50][740/1147] lr: 1.000e-03, eta: 21:04:14, time: 1.277, data_time: 0.661, memory: 5812, loss_cls: 8.8489, loss: 8.8489, grad_norm: 7.4206 2020-10-24 15:01:16,992 - mmaction - INFO - Epoch [50][760/1147] lr: 1.000e-03, eta: 21:03:48, time: 1.286, data_time: 0.670, memory: 5812, loss_cls: 8.6744, loss: 8.6744, grad_norm: 7.2685 2020-10-24 15:01:42,989 - mmaction - INFO - Epoch [50][780/1147] lr: 1.000e-03, eta: 21:03:21, time: 1.292, data_time: 0.661, memory: 5812, loss_cls: 8.4684, loss: 8.4684, grad_norm: 7.1029 2020-10-24 15:02:08,374 - mmaction - INFO - Epoch [50][800/1147] lr: 1.000e-03, eta: 21:02:54, time: 1.277, data_time: 0.658, memory: 5812, loss_cls: 8.5587, loss: 8.5587, grad_norm: 7.4589 2020-10-24 15:02:34,125 - mmaction - INFO - Epoch [50][820/1147] lr: 1.000e-03, eta: 21:02:26, time: 1.279, data_time: 0.641, memory: 5812, loss_cls: 8.5542, loss: 8.5542, grad_norm: 7.2382 2020-10-24 15:02:59,260 - mmaction - INFO - Epoch [50][840/1147] lr: 1.000e-03, eta: 21:01:59, time: 1.265, data_time: 0.630, memory: 5812, loss_cls: 8.6005, loss: 8.6005, grad_norm: 7.2750 2020-10-24 15:03:25,700 - mmaction - INFO - Epoch [50][860/1147] lr: 1.000e-03, eta: 21:01:33, time: 1.318, data_time: 0.688, memory: 5812, loss_cls: 8.5699, loss: 8.5699, grad_norm: 7.2070 2020-10-24 15:03:51,444 - mmaction - INFO - Epoch [50][880/1147] lr: 1.000e-03, eta: 21:01:06, time: 1.290, data_time: 0.654, memory: 5812, loss_cls: 8.7071, loss: 8.7071, grad_norm: 7.2991 2020-10-24 15:04:17,161 - mmaction - INFO - Epoch [50][900/1147] lr: 1.000e-03, eta: 21:00:39, time: 1.278, data_time: 0.663, memory: 5812, loss_cls: 8.4862, loss: 8.4862, grad_norm: 7.1816 2020-10-24 15:04:43,104 - mmaction - INFO - Epoch [50][920/1147] lr: 1.000e-03, eta: 21:00:12, time: 1.303, data_time: 0.721, memory: 5812, loss_cls: 8.7986, loss: 8.7986, grad_norm: 7.4529 2020-10-24 15:05:08,160 - mmaction - INFO - Epoch [50][940/1147] lr: 1.000e-03, eta: 20:59:45, time: 1.257, data_time: 0.547, memory: 5812, loss_cls: 8.5369, loss: 8.5369, grad_norm: 7.2186 2020-10-24 15:05:33,363 - mmaction - INFO - Epoch [50][960/1147] lr: 1.000e-03, eta: 20:59:17, time: 1.259, data_time: 0.094, memory: 5812, loss_cls: 8.6386, loss: 8.6386, grad_norm: 7.2044 2020-10-24 15:05:59,233 - mmaction - INFO - Epoch [50][980/1147] lr: 1.000e-03, eta: 20:58:50, time: 1.294, data_time: 0.003, memory: 5812, loss_cls: 8.5262, loss: 8.5262, grad_norm: 7.3025 2020-10-24 15:06:25,221 - mmaction - INFO - Epoch [50][1000/1147] lr: 1.000e-03, eta: 20:58:23, time: 1.295, data_time: 0.003, memory: 5812, loss_cls: 8.4809, loss: 8.4809, grad_norm: 7.2620 2020-10-24 15:06:51,215 - mmaction - INFO - Epoch [50][1020/1147] lr: 1.000e-03, eta: 20:57:57, time: 1.305, data_time: 0.007, memory: 5812, loss_cls: 9.0166, loss: 9.0166, grad_norm: 7.6097 2020-10-24 15:07:16,603 - mmaction - INFO - Epoch [50][1040/1147] lr: 1.000e-03, eta: 20:57:30, time: 1.269, data_time: 0.003, memory: 5812, loss_cls: 8.6271, loss: 8.6271, grad_norm: 7.1328 2020-10-24 15:07:42,248 - mmaction - INFO - Epoch [50][1060/1147] lr: 1.000e-03, eta: 20:57:03, time: 1.282, data_time: 0.003, memory: 5812, loss_cls: 8.7593, loss: 8.7593, grad_norm: 7.3947 2020-10-24 15:08:08,329 - mmaction - INFO - Epoch [50][1080/1147] lr: 1.000e-03, eta: 20:56:36, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 8.6104, loss: 8.6104, grad_norm: 7.2861 2020-10-24 15:08:34,338 - mmaction - INFO - Epoch [50][1100/1147] lr: 1.000e-03, eta: 20:56:09, time: 1.306, data_time: 0.008, memory: 5812, loss_cls: 8.4661, loss: 8.4661, grad_norm: 7.3826 2020-10-24 15:09:00,248 - mmaction - INFO - Epoch [50][1120/1147] lr: 1.000e-03, eta: 20:55:43, time: 1.286, data_time: 0.002, memory: 5812, loss_cls: 8.7328, loss: 8.7328, grad_norm: 7.4409 2020-10-24 15:09:26,113 - mmaction - INFO - Epoch [50][1140/1147] lr: 1.000e-03, eta: 20:55:16, time: 1.294, data_time: 0.017, memory: 5812, loss_cls: 8.6769, loss: 8.6769, grad_norm: 7.2614 2020-10-24 15:09:49,067 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-10-24 15:12:23,078 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 15:12:23,614 - mmaction - INFO - mean_average_precision 0.4576 2020-10-24 15:12:23,628 - mmaction - INFO - Epoch(val) [50][1147] mean_average_precision: 0.4576 2020-10-24 15:13:00,451 - mmaction - INFO - Epoch [51][20/1147] lr: 1.000e-03, eta: 20:54:42, time: 1.839, data_time: 0.997, memory: 5812, loss_cls: 8.5508, loss: 8.5508, grad_norm: 7.1288 2020-10-24 15:13:27,731 - mmaction - INFO - Epoch [51][40/1147] lr: 1.000e-03, eta: 20:54:17, time: 1.360, data_time: 0.424, memory: 5812, loss_cls: 8.6428, loss: 8.6428, grad_norm: 7.3200 2020-10-24 15:13:54,928 - mmaction - INFO - Epoch [51][60/1147] lr: 1.000e-03, eta: 20:53:52, time: 1.366, data_time: 0.099, memory: 5812, loss_cls: 8.6450, loss: 8.6450, grad_norm: 7.4282 2020-10-24 15:14:20,768 - mmaction - INFO - Epoch [51][80/1147] lr: 1.000e-03, eta: 20:53:25, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 8.7741, loss: 8.7741, grad_norm: 7.3377 2020-10-24 15:14:47,025 - mmaction - INFO - Epoch [51][100/1147] lr: 1.000e-03, eta: 20:52:59, time: 1.311, data_time: 0.003, memory: 5812, loss_cls: 8.6460, loss: 8.6460, grad_norm: 7.2242 2020-10-24 15:15:12,975 - mmaction - INFO - Epoch [51][120/1147] lr: 1.000e-03, eta: 20:52:32, time: 1.299, data_time: 0.006, memory: 5812, loss_cls: 8.4591, loss: 8.4591, grad_norm: 7.3079 2020-10-24 15:15:38,628 - mmaction - INFO - Epoch [51][140/1147] lr: 1.000e-03, eta: 20:52:05, time: 1.283, data_time: 0.008, memory: 5812, loss_cls: 8.4883, loss: 8.4883, grad_norm: 7.3997 2020-10-24 15:16:04,293 - mmaction - INFO - Epoch [51][160/1147] lr: 1.000e-03, eta: 20:51:38, time: 1.279, data_time: 0.008, memory: 5812, loss_cls: 8.5469, loss: 8.5469, grad_norm: 7.2312 2020-10-24 15:16:29,679 - mmaction - INFO - Epoch [51][180/1147] lr: 1.000e-03, eta: 20:51:11, time: 1.269, data_time: 0.008, memory: 5812, loss_cls: 8.5319, loss: 8.5319, grad_norm: 7.2839 2020-10-24 15:16:55,785 - mmaction - INFO - Epoch [51][200/1147] lr: 1.000e-03, eta: 20:50:44, time: 1.310, data_time: 0.017, memory: 5812, loss_cls: 8.7994, loss: 8.7994, grad_norm: 7.4072 2020-10-24 15:17:21,579 - mmaction - INFO - Epoch [51][220/1147] lr: 1.000e-03, eta: 20:50:17, time: 1.282, data_time: 0.004, memory: 5812, loss_cls: 8.7720, loss: 8.7720, grad_norm: 7.3199 2020-10-24 15:17:47,234 - mmaction - INFO - Epoch [51][240/1147] lr: 1.000e-03, eta: 20:49:51, time: 1.292, data_time: 0.013, memory: 5812, loss_cls: 8.5972, loss: 8.5972, grad_norm: 7.4292 2020-10-24 15:18:12,778 - mmaction - INFO - Epoch [51][260/1147] lr: 1.000e-03, eta: 20:49:23, time: 1.269, data_time: 0.002, memory: 5812, loss_cls: 8.8435, loss: 8.8435, grad_norm: 7.4508 2020-10-24 15:18:38,469 - mmaction - INFO - Epoch [51][280/1147] lr: 1.000e-03, eta: 20:48:56, time: 1.292, data_time: 0.012, memory: 5812, loss_cls: 8.6856, loss: 8.6856, grad_norm: 7.1990 2020-10-24 15:19:04,371 - mmaction - INFO - Epoch [51][300/1147] lr: 1.000e-03, eta: 20:48:29, time: 1.286, data_time: 0.004, memory: 5812, loss_cls: 8.6207, loss: 8.6207, grad_norm: 7.3023 2020-10-24 15:19:30,311 - mmaction - INFO - Epoch [51][320/1147] lr: 1.000e-03, eta: 20:48:03, time: 1.305, data_time: 0.012, memory: 5812, loss_cls: 8.4812, loss: 8.4812, grad_norm: 7.2771 2020-10-24 15:19:55,737 - mmaction - INFO - Epoch [51][340/1147] lr: 1.000e-03, eta: 20:47:36, time: 1.272, data_time: 0.005, memory: 5812, loss_cls: 8.5690, loss: 8.5690, grad_norm: 7.3500 2020-10-24 15:20:21,757 - mmaction - INFO - Epoch [51][360/1147] lr: 1.000e-03, eta: 20:47:09, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 8.8354, loss: 8.8354, grad_norm: 7.4562 2020-10-24 15:20:46,781 - mmaction - INFO - Epoch [51][380/1147] lr: 1.000e-03, eta: 20:46:41, time: 1.250, data_time: 0.004, memory: 5812, loss_cls: 8.4802, loss: 8.4802, grad_norm: 7.1948 2020-10-24 15:21:12,517 - mmaction - INFO - Epoch [51][400/1147] lr: 1.000e-03, eta: 20:46:14, time: 1.284, data_time: 0.004, memory: 5812, loss_cls: 8.6062, loss: 8.6062, grad_norm: 7.3692 2020-10-24 15:21:37,899 - mmaction - INFO - Epoch [51][420/1147] lr: 1.000e-03, eta: 20:45:47, time: 1.271, data_time: 0.007, memory: 5812, loss_cls: 8.7083, loss: 8.7083, grad_norm: 7.3285 2020-10-24 15:22:03,920 - mmaction - INFO - Epoch [51][440/1147] lr: 1.000e-03, eta: 20:45:21, time: 1.299, data_time: 0.003, memory: 5812, loss_cls: 8.6410, loss: 8.6410, grad_norm: 7.3614 2020-10-24 15:22:29,466 - mmaction - INFO - Epoch [51][460/1147] lr: 1.000e-03, eta: 20:44:53, time: 1.276, data_time: 0.005, memory: 5812, loss_cls: 8.6287, loss: 8.6287, grad_norm: 7.3685 2020-10-24 15:22:55,795 - mmaction - INFO - Epoch [51][480/1147] lr: 1.000e-03, eta: 20:44:27, time: 1.311, data_time: 0.007, memory: 5812, loss_cls: 8.4825, loss: 8.4825, grad_norm: 7.2519 2020-10-24 15:23:21,475 - mmaction - INFO - Epoch [51][500/1147] lr: 1.000e-03, eta: 20:44:00, time: 1.283, data_time: 0.013, memory: 5812, loss_cls: 8.4031, loss: 8.4031, grad_norm: 7.2742 2020-10-24 15:23:46,915 - mmaction - INFO - Epoch [51][520/1147] lr: 1.000e-03, eta: 20:43:33, time: 1.278, data_time: 0.012, memory: 5812, loss_cls: 8.7734, loss: 8.7734, grad_norm: 7.4402 2020-10-24 15:24:12,701 - mmaction - INFO - Epoch [51][540/1147] lr: 1.000e-03, eta: 20:43:06, time: 1.287, data_time: 0.011, memory: 5812, loss_cls: 8.3116, loss: 8.3116, grad_norm: 7.2522 2020-10-24 15:24:38,818 - mmaction - INFO - Epoch [51][560/1147] lr: 1.000e-03, eta: 20:42:40, time: 1.309, data_time: 0.009, memory: 5812, loss_cls: 8.5135, loss: 8.5135, grad_norm: 7.3075 2020-10-24 15:25:04,823 - mmaction - INFO - Epoch [51][580/1147] lr: 1.000e-03, eta: 20:42:13, time: 1.304, data_time: 0.005, memory: 5812, loss_cls: 8.4620, loss: 8.4620, grad_norm: 7.2949 2020-10-24 15:25:30,728 - mmaction - INFO - Epoch [51][600/1147] lr: 1.000e-03, eta: 20:41:46, time: 1.290, data_time: 0.003, memory: 5812, loss_cls: 8.7648, loss: 8.7648, grad_norm: 7.3707 2020-10-24 15:25:56,476 - mmaction - INFO - Epoch [51][620/1147] lr: 1.000e-03, eta: 20:41:20, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 8.8425, loss: 8.8425, grad_norm: 7.4186 2020-10-24 15:26:22,166 - mmaction - INFO - Epoch [51][640/1147] lr: 1.000e-03, eta: 20:40:53, time: 1.282, data_time: 0.004, memory: 5812, loss_cls: 8.6564, loss: 8.6564, grad_norm: 7.4086 2020-10-24 15:26:47,057 - mmaction - INFO - Epoch [51][660/1147] lr: 1.000e-03, eta: 20:40:25, time: 1.250, data_time: 0.008, memory: 5812, loss_cls: 8.6491, loss: 8.6491, grad_norm: 7.3565 2020-10-24 15:27:12,186 - mmaction - INFO - Epoch [51][680/1147] lr: 1.000e-03, eta: 20:39:57, time: 1.253, data_time: 0.002, memory: 5812, loss_cls: 8.4318, loss: 8.4318, grad_norm: 7.2314 2020-10-24 15:27:37,346 - mmaction - INFO - Epoch [51][700/1147] lr: 1.000e-03, eta: 20:39:30, time: 1.260, data_time: 0.005, memory: 5812, loss_cls: 8.5780, loss: 8.5780, grad_norm: 7.4531 2020-10-24 15:28:03,228 - mmaction - INFO - Epoch [51][720/1147] lr: 1.000e-03, eta: 20:39:03, time: 1.292, data_time: 0.002, memory: 5812, loss_cls: 8.5581, loss: 8.5581, grad_norm: 7.2545 2020-10-24 15:28:29,622 - mmaction - INFO - Epoch [51][740/1147] lr: 1.000e-03, eta: 20:38:37, time: 1.322, data_time: 0.005, memory: 5812, loss_cls: 8.4338, loss: 8.4338, grad_norm: 7.2818 2020-10-24 15:28:54,870 - mmaction - INFO - Epoch [51][760/1147] lr: 1.000e-03, eta: 20:38:09, time: 1.260, data_time: 0.004, memory: 5812, loss_cls: 8.4061, loss: 8.4061, grad_norm: 7.1890 2020-10-24 15:29:20,967 - mmaction - INFO - Epoch [51][780/1147] lr: 1.000e-03, eta: 20:37:43, time: 1.297, data_time: 0.005, memory: 5812, loss_cls: 8.5777, loss: 8.5777, grad_norm: 7.2908 2020-10-24 15:29:46,530 - mmaction - INFO - Epoch [51][800/1147] lr: 1.000e-03, eta: 20:37:16, time: 1.285, data_time: 0.012, memory: 5812, loss_cls: 8.5940, loss: 8.5940, grad_norm: 7.3734 2020-10-24 15:30:13,049 - mmaction - INFO - Epoch [51][820/1147] lr: 1.000e-03, eta: 20:36:50, time: 1.328, data_time: 0.011, memory: 5812, loss_cls: 8.6426, loss: 8.6426, grad_norm: 7.3764 2020-10-24 15:30:38,660 - mmaction - INFO - Epoch [51][840/1147] lr: 1.000e-03, eta: 20:36:23, time: 1.274, data_time: 0.005, memory: 5812, loss_cls: 8.5168, loss: 8.5168, grad_norm: 7.4027 2020-10-24 15:31:03,958 - mmaction - INFO - Epoch [51][860/1147] lr: 1.000e-03, eta: 20:35:55, time: 1.271, data_time: 0.013, memory: 5812, loss_cls: 8.5213, loss: 8.5213, grad_norm: 7.4500 2020-10-24 15:31:29,749 - mmaction - INFO - Epoch [51][880/1147] lr: 1.000e-03, eta: 20:35:29, time: 1.292, data_time: 0.003, memory: 5812, loss_cls: 8.4621, loss: 8.4621, grad_norm: 7.3635 2020-10-24 15:31:55,116 - mmaction - INFO - Epoch [51][900/1147] lr: 1.000e-03, eta: 20:35:01, time: 1.268, data_time: 0.002, memory: 5812, loss_cls: 8.6867, loss: 8.6867, grad_norm: 7.4629 2020-10-24 15:32:20,839 - mmaction - INFO - Epoch [51][920/1147] lr: 1.000e-03, eta: 20:34:34, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 8.5424, loss: 8.5424, grad_norm: 7.2497 2020-10-24 15:32:46,840 - mmaction - INFO - Epoch [51][940/1147] lr: 1.000e-03, eta: 20:34:08, time: 1.299, data_time: 0.001, memory: 5812, loss_cls: 8.6452, loss: 8.6452, grad_norm: 7.3015 2020-10-24 15:33:12,689 - mmaction - INFO - Epoch [51][960/1147] lr: 1.000e-03, eta: 20:33:41, time: 1.292, data_time: 0.002, memory: 5812, loss_cls: 8.4253, loss: 8.4253, grad_norm: 7.2608 2020-10-24 15:33:39,302 - mmaction - INFO - Epoch [51][980/1147] lr: 1.000e-03, eta: 20:33:15, time: 1.327, data_time: 0.003, memory: 5812, loss_cls: 8.5943, loss: 8.5943, grad_norm: 7.3028 2020-10-24 15:34:04,624 - mmaction - INFO - Epoch [51][1000/1147] lr: 1.000e-03, eta: 20:32:48, time: 1.267, data_time: 0.005, memory: 5812, loss_cls: 8.5889, loss: 8.5889, grad_norm: 7.4986 2020-10-24 15:34:30,212 - mmaction - INFO - Epoch [51][1020/1147] lr: 1.000e-03, eta: 20:32:21, time: 1.280, data_time: 0.005, memory: 5812, loss_cls: 8.5989, loss: 8.5989, grad_norm: 7.3448 2020-10-24 15:34:56,427 - mmaction - INFO - Epoch [51][1040/1147] lr: 1.000e-03, eta: 20:31:54, time: 1.304, data_time: 0.007, memory: 5812, loss_cls: 8.6709, loss: 8.6709, grad_norm: 7.3962 2020-10-24 15:35:22,373 - mmaction - INFO - Epoch [51][1060/1147] lr: 1.000e-03, eta: 20:31:28, time: 1.305, data_time: 0.013, memory: 5812, loss_cls: 8.4556, loss: 8.4556, grad_norm: 7.2026 2020-10-24 15:35:47,656 - mmaction - INFO - Epoch [51][1080/1147] lr: 1.000e-03, eta: 20:31:00, time: 1.265, data_time: 0.004, memory: 5812, loss_cls: 8.7863, loss: 8.7863, grad_norm: 7.5921 2020-10-24 15:36:13,441 - mmaction - INFO - Epoch [51][1100/1147] lr: 1.000e-03, eta: 20:30:34, time: 1.289, data_time: 0.003, memory: 5812, loss_cls: 8.3020, loss: 8.3020, grad_norm: 7.2502 2020-10-24 15:36:40,073 - mmaction - INFO - Epoch [51][1120/1147] lr: 1.000e-03, eta: 20:30:07, time: 1.318, data_time: 0.005, memory: 5812, loss_cls: 8.6712, loss: 8.6712, grad_norm: 7.3758 2020-10-24 15:37:05,310 - mmaction - INFO - Epoch [51][1140/1147] lr: 1.000e-03, eta: 20:29:40, time: 1.275, data_time: 0.019, memory: 5812, loss_cls: 8.6857, loss: 8.6857, grad_norm: 7.4264 2020-10-24 15:37:55,238 - mmaction - INFO - Epoch [52][20/1147] lr: 1.000e-03, eta: 20:29:12, time: 2.062, data_time: 1.066, memory: 5812, loss_cls: 8.5020, loss: 8.5020, grad_norm: 7.3133 2020-10-24 15:38:21,961 - mmaction - INFO - Epoch [52][40/1147] lr: 1.000e-03, eta: 20:28:46, time: 1.335, data_time: 0.015, memory: 5812, loss_cls: 8.7198, loss: 8.7198, grad_norm: 7.4015 2020-10-24 15:38:48,190 - mmaction - INFO - Epoch [52][60/1147] lr: 1.000e-03, eta: 20:28:20, time: 1.310, data_time: 0.002, memory: 5812, loss_cls: 8.5479, loss: 8.5479, grad_norm: 7.3858 2020-10-24 15:39:14,015 - mmaction - INFO - Epoch [52][80/1147] lr: 1.000e-03, eta: 20:27:53, time: 1.292, data_time: 0.004, memory: 5812, loss_cls: 8.5900, loss: 8.5900, grad_norm: 7.4537 2020-10-24 15:39:40,200 - mmaction - INFO - Epoch [52][100/1147] lr: 1.000e-03, eta: 20:27:27, time: 1.310, data_time: 0.007, memory: 5812, loss_cls: 8.5044, loss: 8.5044, grad_norm: 7.2513 2020-10-24 15:40:05,999 - mmaction - INFO - Epoch [52][120/1147] lr: 1.000e-03, eta: 20:27:00, time: 1.290, data_time: 0.004, memory: 5812, loss_cls: 8.5762, loss: 8.5762, grad_norm: 7.3478 2020-10-24 15:40:31,913 - mmaction - INFO - Epoch [52][140/1147] lr: 1.000e-03, eta: 20:26:33, time: 1.296, data_time: 0.008, memory: 5812, loss_cls: 8.5552, loss: 8.5552, grad_norm: 7.3402 2020-10-24 15:40:57,806 - mmaction - INFO - Epoch [52][160/1147] lr: 1.000e-03, eta: 20:26:07, time: 1.296, data_time: 0.002, memory: 5812, loss_cls: 8.3260, loss: 8.3260, grad_norm: 7.2955 2020-10-24 15:41:23,622 - mmaction - INFO - Epoch [52][180/1147] lr: 1.000e-03, eta: 20:25:40, time: 1.287, data_time: 0.002, memory: 5812, loss_cls: 8.4995, loss: 8.4995, grad_norm: 7.4893 2020-10-24 15:41:49,876 - mmaction - INFO - Epoch [52][200/1147] lr: 1.000e-03, eta: 20:25:13, time: 1.311, data_time: 0.007, memory: 5812, loss_cls: 8.5849, loss: 8.5849, grad_norm: 7.4030 2020-10-24 15:42:15,370 - mmaction - INFO - Epoch [52][220/1147] lr: 1.000e-03, eta: 20:24:46, time: 1.279, data_time: 0.007, memory: 5812, loss_cls: 8.4540, loss: 8.4540, grad_norm: 7.3519 2020-10-24 15:42:41,229 - mmaction - INFO - Epoch [52][240/1147] lr: 1.000e-03, eta: 20:24:20, time: 1.288, data_time: 0.002, memory: 5812, loss_cls: 8.5167, loss: 8.5167, grad_norm: 7.3265 2020-10-24 15:43:06,987 - mmaction - INFO - Epoch [52][260/1147] lr: 1.000e-03, eta: 20:23:53, time: 1.293, data_time: 0.007, memory: 5812, loss_cls: 8.5789, loss: 8.5789, grad_norm: 7.4432 2020-10-24 15:43:33,178 - mmaction - INFO - Epoch [52][280/1147] lr: 1.000e-03, eta: 20:23:26, time: 1.307, data_time: 0.001, memory: 5812, loss_cls: 8.7017, loss: 8.7017, grad_norm: 7.4436 2020-10-24 15:43:58,568 - mmaction - INFO - Epoch [52][300/1147] lr: 1.000e-03, eta: 20:22:59, time: 1.270, data_time: 0.006, memory: 5812, loss_cls: 8.5220, loss: 8.5220, grad_norm: 7.4173 2020-10-24 15:44:24,688 - mmaction - INFO - Epoch [52][320/1147] lr: 1.000e-03, eta: 20:22:33, time: 1.306, data_time: 0.007, memory: 5812, loss_cls: 8.5733, loss: 8.5733, grad_norm: 7.5177 2020-10-24 15:44:50,517 - mmaction - INFO - Epoch [52][340/1147] lr: 1.000e-03, eta: 20:22:06, time: 1.288, data_time: 0.003, memory: 5812, loss_cls: 8.7340, loss: 8.7340, grad_norm: 7.6172 2020-10-24 15:45:16,603 - mmaction - INFO - Epoch [52][360/1147] lr: 1.000e-03, eta: 20:21:39, time: 1.301, data_time: 0.009, memory: 5812, loss_cls: 8.4975, loss: 8.4975, grad_norm: 7.3036 2020-10-24 15:45:42,414 - mmaction - INFO - Epoch [52][380/1147] lr: 1.000e-03, eta: 20:21:13, time: 1.299, data_time: 0.012, memory: 5812, loss_cls: 8.5802, loss: 8.5802, grad_norm: 7.4545 2020-10-24 15:46:08,040 - mmaction - INFO - Epoch [52][400/1147] lr: 1.000e-03, eta: 20:20:46, time: 1.280, data_time: 0.002, memory: 5812, loss_cls: 8.5565, loss: 8.5565, grad_norm: 7.4343 2020-10-24 15:46:34,411 - mmaction - INFO - Epoch [52][420/1147] lr: 1.000e-03, eta: 20:20:20, time: 1.320, data_time: 0.006, memory: 5812, loss_cls: 8.6312, loss: 8.6312, grad_norm: 7.4728 2020-10-24 15:46:59,883 - mmaction - INFO - Epoch [52][440/1147] lr: 1.000e-03, eta: 20:19:52, time: 1.268, data_time: 0.002, memory: 5812, loss_cls: 8.6562, loss: 8.6562, grad_norm: 7.4655 2020-10-24 15:47:26,331 - mmaction - INFO - Epoch [52][460/1147] lr: 1.000e-03, eta: 20:19:26, time: 1.324, data_time: 0.014, memory: 5812, loss_cls: 8.5128, loss: 8.5128, grad_norm: 7.2759 2020-10-24 15:47:51,725 - mmaction - INFO - Epoch [52][480/1147] lr: 1.000e-03, eta: 20:18:59, time: 1.267, data_time: 0.005, memory: 5812, loss_cls: 8.5963, loss: 8.5963, grad_norm: 7.4153 2020-10-24 15:48:17,715 - mmaction - INFO - Epoch [52][500/1147] lr: 1.000e-03, eta: 20:18:32, time: 1.293, data_time: 0.010, memory: 5812, loss_cls: 8.5251, loss: 8.5251, grad_norm: 7.3821 2020-10-24 15:48:43,158 - mmaction - INFO - Epoch [52][520/1147] lr: 1.000e-03, eta: 20:18:05, time: 1.281, data_time: 0.013, memory: 5812, loss_cls: 8.5911, loss: 8.5911, grad_norm: 7.5282 2020-10-24 15:49:09,237 - mmaction - INFO - Epoch [52][540/1147] lr: 1.000e-03, eta: 20:17:39, time: 1.308, data_time: 0.007, memory: 5812, loss_cls: 8.4702, loss: 8.4702, grad_norm: 7.5016 2020-10-24 15:49:35,228 - mmaction - INFO - Epoch [52][560/1147] lr: 1.000e-03, eta: 20:17:12, time: 1.290, data_time: 0.003, memory: 5812, loss_cls: 8.4731, loss: 8.4731, grad_norm: 7.3968 2020-10-24 15:50:00,594 - mmaction - INFO - Epoch [52][580/1147] lr: 1.000e-03, eta: 20:16:45, time: 1.271, data_time: 0.013, memory: 5812, loss_cls: 8.5801, loss: 8.5801, grad_norm: 7.5729 2020-10-24 15:50:26,663 - mmaction - INFO - Epoch [52][600/1147] lr: 1.000e-03, eta: 20:16:19, time: 1.301, data_time: 0.015, memory: 5812, loss_cls: 8.6951, loss: 8.6951, grad_norm: 7.4433 2020-10-24 15:50:52,428 - mmaction - INFO - Epoch [52][620/1147] lr: 1.000e-03, eta: 20:15:52, time: 1.295, data_time: 0.013, memory: 5812, loss_cls: 8.5407, loss: 8.5407, grad_norm: 7.3428 2020-10-24 15:51:18,686 - mmaction - INFO - Epoch [52][640/1147] lr: 1.000e-03, eta: 20:15:26, time: 1.315, data_time: 0.003, memory: 5812, loss_cls: 8.5712, loss: 8.5712, grad_norm: 7.3205 2020-10-24 15:51:44,743 - mmaction - INFO - Epoch [52][660/1147] lr: 1.000e-03, eta: 20:14:59, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 8.6141, loss: 8.6141, grad_norm: 7.4628 2020-10-24 15:52:10,666 - mmaction - INFO - Epoch [52][680/1147] lr: 1.000e-03, eta: 20:14:33, time: 1.297, data_time: 0.005, memory: 5812, loss_cls: 8.4370, loss: 8.4370, grad_norm: 7.3714 2020-10-24 15:52:36,363 - mmaction - INFO - Epoch [52][700/1147] lr: 1.000e-03, eta: 20:14:06, time: 1.282, data_time: 0.006, memory: 5812, loss_cls: 8.8848, loss: 8.8848, grad_norm: 7.5988 2020-10-24 15:53:02,293 - mmaction - INFO - Epoch [52][720/1147] lr: 1.000e-03, eta: 20:13:39, time: 1.300, data_time: 0.008, memory: 5812, loss_cls: 8.6153, loss: 8.6153, grad_norm: 7.3263 2020-10-24 15:53:27,786 - mmaction - INFO - Epoch [52][740/1147] lr: 1.000e-03, eta: 20:13:12, time: 1.268, data_time: 0.004, memory: 5812, loss_cls: 8.6268, loss: 8.6268, grad_norm: 7.4231 2020-10-24 15:53:53,412 - mmaction - INFO - Epoch [52][760/1147] lr: 1.000e-03, eta: 20:12:45, time: 1.288, data_time: 0.013, memory: 5812, loss_cls: 8.4464, loss: 8.4464, grad_norm: 7.4352 2020-10-24 15:54:19,508 - mmaction - INFO - Epoch [52][780/1147] lr: 1.000e-03, eta: 20:12:18, time: 1.294, data_time: 0.004, memory: 5812, loss_cls: 8.6852, loss: 8.6852, grad_norm: 7.4647 2020-10-24 15:54:45,033 - mmaction - INFO - Epoch [52][800/1147] lr: 1.000e-03, eta: 20:11:51, time: 1.280, data_time: 0.014, memory: 5812, loss_cls: 8.6512, loss: 8.6512, grad_norm: 7.4592 2020-10-24 15:55:10,497 - mmaction - INFO - Epoch [52][820/1147] lr: 1.000e-03, eta: 20:11:24, time: 1.280, data_time: 0.010, memory: 5812, loss_cls: 8.6231, loss: 8.6231, grad_norm: 7.4016 2020-10-24 15:55:36,434 - mmaction - INFO - Epoch [52][840/1147] lr: 1.000e-03, eta: 20:10:58, time: 1.289, data_time: 0.003, memory: 5812, loss_cls: 8.4976, loss: 8.4976, grad_norm: 7.4239 2020-10-24 15:56:01,783 - mmaction - INFO - Epoch [52][860/1147] lr: 1.000e-03, eta: 20:10:30, time: 1.270, data_time: 0.013, memory: 5812, loss_cls: 8.5699, loss: 8.5699, grad_norm: 7.4314 2020-10-24 15:56:27,617 - mmaction - INFO - Epoch [52][880/1147] lr: 1.000e-03, eta: 20:10:04, time: 1.292, data_time: 0.008, memory: 5812, loss_cls: 8.5521, loss: 8.5521, grad_norm: 7.3913 2020-10-24 15:56:53,661 - mmaction - INFO - Epoch [52][900/1147] lr: 1.000e-03, eta: 20:09:37, time: 1.301, data_time: 0.008, memory: 5812, loss_cls: 8.5055, loss: 8.5055, grad_norm: 7.2620 2020-10-24 15:57:19,627 - mmaction - INFO - Epoch [52][920/1147] lr: 1.000e-03, eta: 20:09:11, time: 1.305, data_time: 0.011, memory: 5812, loss_cls: 8.5201, loss: 8.5201, grad_norm: 7.4530 2020-10-24 15:57:45,120 - mmaction - INFO - Epoch [52][940/1147] lr: 1.000e-03, eta: 20:08:43, time: 1.269, data_time: 0.003, memory: 5812, loss_cls: 8.5108, loss: 8.5108, grad_norm: 7.3515 2020-10-24 15:58:10,827 - mmaction - INFO - Epoch [52][960/1147] lr: 1.000e-03, eta: 20:08:17, time: 1.289, data_time: 0.009, memory: 5812, loss_cls: 8.5855, loss: 8.5855, grad_norm: 7.3400 2020-10-24 15:58:36,569 - mmaction - INFO - Epoch [52][980/1147] lr: 1.000e-03, eta: 20:07:50, time: 1.280, data_time: 0.003, memory: 5812, loss_cls: 8.6772, loss: 8.6772, grad_norm: 7.4681 2020-10-24 15:59:01,991 - mmaction - INFO - Epoch [52][1000/1147] lr: 1.000e-03, eta: 20:07:22, time: 1.270, data_time: 0.014, memory: 5812, loss_cls: 8.5299, loss: 8.5299, grad_norm: 7.3795 2020-10-24 15:59:27,151 - mmaction - INFO - Epoch [52][1020/1147] lr: 1.000e-03, eta: 20:06:55, time: 1.260, data_time: 0.012, memory: 5812, loss_cls: 8.7130, loss: 8.7130, grad_norm: 7.5925 2020-10-24 15:59:52,704 - mmaction - INFO - Epoch [52][1040/1147] lr: 1.000e-03, eta: 20:06:28, time: 1.277, data_time: 0.011, memory: 5812, loss_cls: 8.8285, loss: 8.8285, grad_norm: 7.4872 2020-10-24 16:00:18,439 - mmaction - INFO - Epoch [52][1060/1147] lr: 1.000e-03, eta: 20:06:01, time: 1.285, data_time: 0.010, memory: 5812, loss_cls: 8.4081, loss: 8.4081, grad_norm: 7.3478 2020-10-24 16:00:44,601 - mmaction - INFO - Epoch [52][1080/1147] lr: 1.000e-03, eta: 20:05:35, time: 1.316, data_time: 0.012, memory: 5812, loss_cls: 8.4958, loss: 8.4958, grad_norm: 7.5738 2020-10-24 16:01:09,686 - mmaction - INFO - Epoch [52][1100/1147] lr: 1.000e-03, eta: 20:05:07, time: 1.248, data_time: 0.002, memory: 5812, loss_cls: 8.6769, loss: 8.6769, grad_norm: 7.5459 2020-10-24 16:01:35,524 - mmaction - INFO - Epoch [52][1120/1147] lr: 1.000e-03, eta: 20:04:41, time: 1.294, data_time: 0.012, memory: 5812, loss_cls: 8.5215, loss: 8.5215, grad_norm: 7.4616 2020-10-24 16:02:01,147 - mmaction - INFO - Epoch [52][1140/1147] lr: 1.000e-03, eta: 20:04:13, time: 1.272, data_time: 0.008, memory: 5812, loss_cls: 8.4964, loss: 8.4964, grad_norm: 7.4614 2020-10-24 16:02:48,981 - mmaction - INFO - Epoch [53][20/1147] lr: 1.000e-03, eta: 20:03:43, time: 1.990, data_time: 1.452, memory: 5812, loss_cls: 8.5081, loss: 8.5081, grad_norm: 7.5200 2020-10-24 16:03:16,864 - mmaction - INFO - Epoch [53][40/1147] lr: 1.000e-03, eta: 20:03:19, time: 1.393, data_time: 0.446, memory: 5812, loss_cls: 8.4259, loss: 8.4259, grad_norm: 7.3230 2020-10-24 16:03:43,991 - mmaction - INFO - Epoch [53][60/1147] lr: 1.000e-03, eta: 20:02:53, time: 1.353, data_time: 0.013, memory: 5812, loss_cls: 8.7110, loss: 8.7110, grad_norm: 7.6020 2020-10-24 16:04:10,558 - mmaction - INFO - Epoch [53][80/1147] lr: 1.000e-03, eta: 20:02:27, time: 1.328, data_time: 0.007, memory: 5812, loss_cls: 8.7005, loss: 8.7005, grad_norm: 7.5335 2020-10-24 16:04:36,404 - mmaction - INFO - Epoch [53][100/1147] lr: 1.000e-03, eta: 20:02:01, time: 1.298, data_time: 0.008, memory: 5812, loss_cls: 8.2844, loss: 8.2844, grad_norm: 7.3362 2020-10-24 16:05:02,935 - mmaction - INFO - Epoch [53][120/1147] lr: 1.000e-03, eta: 20:01:35, time: 1.321, data_time: 0.001, memory: 5812, loss_cls: 8.6443, loss: 8.6443, grad_norm: 7.8204 2020-10-24 16:05:28,276 - mmaction - INFO - Epoch [53][140/1147] lr: 1.000e-03, eta: 20:01:07, time: 1.267, data_time: 0.008, memory: 5812, loss_cls: 8.7111, loss: 8.7111, grad_norm: 7.6054 2020-10-24 16:05:53,997 - mmaction - INFO - Epoch [53][160/1147] lr: 1.000e-03, eta: 20:00:41, time: 1.291, data_time: 0.011, memory: 5812, loss_cls: 8.6936, loss: 8.6936, grad_norm: 7.4548 2020-10-24 16:06:20,112 - mmaction - INFO - Epoch [53][180/1147] lr: 1.000e-03, eta: 20:00:14, time: 1.306, data_time: 0.007, memory: 5812, loss_cls: 8.4588, loss: 8.4588, grad_norm: 7.4220 2020-10-24 16:06:46,510 - mmaction - INFO - Epoch [53][200/1147] lr: 1.000e-03, eta: 19:59:48, time: 1.316, data_time: 0.009, memory: 5812, loss_cls: 8.6462, loss: 8.6462, grad_norm: 7.5650 2020-10-24 16:07:12,618 - mmaction - INFO - Epoch [53][220/1147] lr: 1.000e-03, eta: 19:59:22, time: 1.303, data_time: 0.008, memory: 5812, loss_cls: 8.5213, loss: 8.5213, grad_norm: 7.5408 2020-10-24 16:07:38,436 - mmaction - INFO - Epoch [53][240/1147] lr: 1.000e-03, eta: 19:58:55, time: 1.292, data_time: 0.011, memory: 5812, loss_cls: 8.3275, loss: 8.3275, grad_norm: 7.4109 2020-10-24 16:08:04,046 - mmaction - INFO - Epoch [53][260/1147] lr: 1.000e-03, eta: 19:58:28, time: 1.277, data_time: 0.005, memory: 5812, loss_cls: 8.4314, loss: 8.4314, grad_norm: 7.3339 2020-10-24 16:08:30,030 - mmaction - INFO - Epoch [53][280/1147] lr: 1.000e-03, eta: 19:58:01, time: 1.302, data_time: 0.011, memory: 5812, loss_cls: 8.5532, loss: 8.5532, grad_norm: 7.5461 2020-10-24 16:08:55,765 - mmaction - INFO - Epoch [53][300/1147] lr: 1.000e-03, eta: 19:57:35, time: 1.291, data_time: 0.007, memory: 5812, loss_cls: 8.4185, loss: 8.4185, grad_norm: 7.5427 2020-10-24 16:09:21,602 - mmaction - INFO - Epoch [53][320/1147] lr: 1.000e-03, eta: 19:57:08, time: 1.288, data_time: 0.003, memory: 5812, loss_cls: 8.6418, loss: 8.6418, grad_norm: 7.5234 2020-10-24 16:09:46,954 - mmaction - INFO - Epoch [53][340/1147] lr: 1.000e-03, eta: 19:56:41, time: 1.271, data_time: 0.010, memory: 5812, loss_cls: 8.5110, loss: 8.5110, grad_norm: 7.4715 2020-10-24 16:10:13,385 - mmaction - INFO - Epoch [53][360/1147] lr: 1.000e-03, eta: 19:56:15, time: 1.318, data_time: 0.003, memory: 5812, loss_cls: 8.4663, loss: 8.4663, grad_norm: 7.5125 2020-10-24 16:10:39,391 - mmaction - INFO - Epoch [53][380/1147] lr: 1.000e-03, eta: 19:55:48, time: 1.299, data_time: 0.010, memory: 5812, loss_cls: 8.4744, loss: 8.4744, grad_norm: 7.3625 2020-10-24 16:11:05,094 - mmaction - INFO - Epoch [53][400/1147] lr: 1.000e-03, eta: 19:55:21, time: 1.286, data_time: 0.008, memory: 5812, loss_cls: 8.7091, loss: 8.7091, grad_norm: 7.5288 2020-10-24 16:11:31,362 - mmaction - INFO - Epoch [53][420/1147] lr: 1.000e-03, eta: 19:54:55, time: 1.314, data_time: 0.009, memory: 5812, loss_cls: 8.5121, loss: 8.5121, grad_norm: 7.3654 2020-10-24 16:11:57,295 - mmaction - INFO - Epoch [53][440/1147] lr: 1.000e-03, eta: 19:54:29, time: 1.300, data_time: 0.008, memory: 5812, loss_cls: 8.4420, loss: 8.4420, grad_norm: 7.5519 2020-10-24 16:12:23,534 - mmaction - INFO - Epoch [53][460/1147] lr: 1.000e-03, eta: 19:54:02, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 8.6809, loss: 8.6809, grad_norm: 7.5665 2020-10-24 16:12:49,005 - mmaction - INFO - Epoch [53][480/1147] lr: 1.000e-03, eta: 19:53:35, time: 1.275, data_time: 0.009, memory: 5812, loss_cls: 8.6607, loss: 8.6607, grad_norm: 7.4914 2020-10-24 16:13:14,983 - mmaction - INFO - Epoch [53][500/1147] lr: 1.000e-03, eta: 19:53:08, time: 1.300, data_time: 0.007, memory: 5812, loss_cls: 8.5123, loss: 8.5123, grad_norm: 7.3631 2020-10-24 16:13:41,022 - mmaction - INFO - Epoch [53][520/1147] lr: 1.000e-03, eta: 19:52:42, time: 1.298, data_time: 0.007, memory: 5812, loss_cls: 8.5542, loss: 8.5542, grad_norm: 7.4932 2020-10-24 16:14:06,688 - mmaction - INFO - Epoch [53][540/1147] lr: 1.000e-03, eta: 19:52:15, time: 1.287, data_time: 0.013, memory: 5812, loss_cls: 8.6323, loss: 8.6323, grad_norm: 7.5662 2020-10-24 16:14:32,697 - mmaction - INFO - Epoch [53][560/1147] lr: 1.000e-03, eta: 19:51:49, time: 1.298, data_time: 0.006, memory: 5812, loss_cls: 8.5614, loss: 8.5614, grad_norm: 7.5364 2020-10-24 16:14:58,518 - mmaction - INFO - Epoch [53][580/1147] lr: 1.000e-03, eta: 19:51:22, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.3839, loss: 8.3839, grad_norm: 7.4188 2020-10-24 16:15:24,007 - mmaction - INFO - Epoch [53][600/1147] lr: 1.000e-03, eta: 19:50:55, time: 1.277, data_time: 0.009, memory: 5812, loss_cls: 8.4451, loss: 8.4451, grad_norm: 7.5217 2020-10-24 16:15:49,578 - mmaction - INFO - Epoch [53][620/1147] lr: 1.000e-03, eta: 19:50:28, time: 1.279, data_time: 0.010, memory: 5812, loss_cls: 8.6015, loss: 8.6015, grad_norm: 7.6277 2020-10-24 16:16:15,309 - mmaction - INFO - Epoch [53][640/1147] lr: 1.000e-03, eta: 19:50:01, time: 1.289, data_time: 0.009, memory: 5812, loss_cls: 8.6211, loss: 8.6211, grad_norm: 7.4737 2020-10-24 16:16:40,598 - mmaction - INFO - Epoch [53][660/1147] lr: 1.000e-03, eta: 19:49:34, time: 1.264, data_time: 0.010, memory: 5812, loss_cls: 8.5014, loss: 8.5014, grad_norm: 7.4781 2020-10-24 16:17:06,656 - mmaction - INFO - Epoch [53][680/1147] lr: 1.000e-03, eta: 19:49:07, time: 1.305, data_time: 0.003, memory: 5812, loss_cls: 8.5700, loss: 8.5700, grad_norm: 7.5485 2020-10-24 16:17:31,420 - mmaction - INFO - Epoch [53][700/1147] lr: 1.000e-03, eta: 19:48:39, time: 1.233, data_time: 0.001, memory: 5812, loss_cls: 8.5397, loss: 8.5397, grad_norm: 7.5800 2020-10-24 16:17:56,884 - mmaction - INFO - Epoch [53][720/1147] lr: 1.000e-03, eta: 19:48:12, time: 1.266, data_time: 0.009, memory: 5812, loss_cls: 8.4462, loss: 8.4462, grad_norm: 7.4890 2020-10-24 16:18:22,523 - mmaction - INFO - Epoch [53][740/1147] lr: 1.000e-03, eta: 19:47:45, time: 1.285, data_time: 0.013, memory: 5812, loss_cls: 8.6446, loss: 8.6446, grad_norm: 7.5291 2020-10-24 16:18:47,961 - mmaction - INFO - Epoch [53][760/1147] lr: 1.000e-03, eta: 19:47:18, time: 1.271, data_time: 0.010, memory: 5812, loss_cls: 8.5052, loss: 8.5052, grad_norm: 7.4375 2020-10-24 16:19:14,082 - mmaction - INFO - Epoch [53][780/1147] lr: 1.000e-03, eta: 19:46:52, time: 1.316, data_time: 0.013, memory: 5812, loss_cls: 8.6290, loss: 8.6290, grad_norm: 7.6069 2020-10-24 16:19:38,674 - mmaction - INFO - Epoch [53][800/1147] lr: 1.000e-03, eta: 19:46:24, time: 1.226, data_time: 0.004, memory: 5812, loss_cls: 8.6434, loss: 8.6434, grad_norm: 7.3995 2020-10-24 16:20:03,944 - mmaction - INFO - Epoch [53][820/1147] lr: 1.000e-03, eta: 19:45:56, time: 1.263, data_time: 0.005, memory: 5812, loss_cls: 8.8321, loss: 8.8321, grad_norm: 7.5030 2020-10-24 16:20:29,559 - mmaction - INFO - Epoch [53][840/1147] lr: 1.000e-03, eta: 19:45:29, time: 1.278, data_time: 0.005, memory: 5812, loss_cls: 8.5474, loss: 8.5474, grad_norm: 7.5921 2020-10-24 16:20:55,802 - mmaction - INFO - Epoch [53][860/1147] lr: 1.000e-03, eta: 19:45:03, time: 1.315, data_time: 0.020, memory: 5812, loss_cls: 8.4648, loss: 8.4648, grad_norm: 7.5291 2020-10-24 16:21:21,481 - mmaction - INFO - Epoch [53][880/1147] lr: 1.000e-03, eta: 19:44:36, time: 1.287, data_time: 0.007, memory: 5812, loss_cls: 8.5848, loss: 8.5848, grad_norm: 7.5671 2020-10-24 16:21:47,111 - mmaction - INFO - Epoch [53][900/1147] lr: 1.000e-03, eta: 19:44:09, time: 1.276, data_time: 0.003, memory: 5812, loss_cls: 8.5634, loss: 8.5634, grad_norm: 7.5607 2020-10-24 16:22:13,066 - mmaction - INFO - Epoch [53][920/1147] lr: 1.000e-03, eta: 19:43:43, time: 1.301, data_time: 0.008, memory: 5812, loss_cls: 8.6502, loss: 8.6502, grad_norm: 7.5705 2020-10-24 16:22:38,565 - mmaction - INFO - Epoch [53][940/1147] lr: 1.000e-03, eta: 19:43:16, time: 1.268, data_time: 0.006, memory: 5812, loss_cls: 8.6572, loss: 8.6572, grad_norm: 7.4811 2020-10-24 16:23:04,467 - mmaction - INFO - Epoch [53][960/1147] lr: 1.000e-03, eta: 19:42:49, time: 1.293, data_time: 0.011, memory: 5812, loss_cls: 8.6652, loss: 8.6652, grad_norm: 7.5703 2020-10-24 16:23:30,060 - mmaction - INFO - Epoch [53][980/1147] lr: 1.000e-03, eta: 19:42:22, time: 1.290, data_time: 0.014, memory: 5812, loss_cls: 8.7081, loss: 8.7081, grad_norm: 7.6723 2020-10-24 16:23:55,971 - mmaction - INFO - Epoch [53][1000/1147] lr: 1.000e-03, eta: 19:41:56, time: 1.296, data_time: 0.003, memory: 5812, loss_cls: 8.4999, loss: 8.4999, grad_norm: 7.4640 2020-10-24 16:24:21,443 - mmaction - INFO - Epoch [53][1020/1147] lr: 1.000e-03, eta: 19:41:29, time: 1.274, data_time: 0.003, memory: 5812, loss_cls: 8.4014, loss: 8.4014, grad_norm: 7.4033 2020-10-24 16:24:46,002 - mmaction - INFO - Epoch [53][1040/1147] lr: 1.000e-03, eta: 19:41:01, time: 1.228, data_time: 0.003, memory: 5812, loss_cls: 8.4994, loss: 8.4994, grad_norm: 7.5151 2020-10-24 16:25:11,793 - mmaction - INFO - Epoch [53][1060/1147] lr: 1.000e-03, eta: 19:40:34, time: 1.290, data_time: 0.002, memory: 5812, loss_cls: 8.7035, loss: 8.7035, grad_norm: 7.4742 2020-10-24 16:25:37,526 - mmaction - INFO - Epoch [53][1080/1147] lr: 1.000e-03, eta: 19:40:07, time: 1.286, data_time: 0.003, memory: 5812, loss_cls: 8.7139, loss: 8.7139, grad_norm: 7.6465 2020-10-24 16:26:03,648 - mmaction - INFO - Epoch [53][1100/1147] lr: 1.000e-03, eta: 19:39:41, time: 1.298, data_time: 0.005, memory: 5812, loss_cls: 8.6519, loss: 8.6519, grad_norm: 7.4594 2020-10-24 16:26:28,547 - mmaction - INFO - Epoch [53][1120/1147] lr: 1.000e-03, eta: 19:39:13, time: 1.255, data_time: 0.011, memory: 5812, loss_cls: 8.4997, loss: 8.4997, grad_norm: 7.4072 2020-10-24 16:26:54,608 - mmaction - INFO - Epoch [53][1140/1147] lr: 1.000e-03, eta: 19:38:46, time: 1.297, data_time: 0.002, memory: 5812, loss_cls: 8.4418, loss: 8.4418, grad_norm: 7.4920 2020-10-24 16:27:43,516 - mmaction - INFO - Epoch [54][20/1147] lr: 1.000e-03, eta: 19:38:18, time: 2.067, data_time: 1.228, memory: 5812, loss_cls: 8.4395, loss: 8.4395, grad_norm: 7.3726 2020-10-24 16:28:10,691 - mmaction - INFO - Epoch [54][40/1147] lr: 1.000e-03, eta: 19:37:52, time: 1.358, data_time: 0.014, memory: 5812, loss_cls: 8.5410, loss: 8.5410, grad_norm: 7.5422 2020-10-24 16:28:37,057 - mmaction - INFO - Epoch [54][60/1147] lr: 1.000e-03, eta: 19:37:26, time: 1.323, data_time: 0.008, memory: 5812, loss_cls: 8.4408, loss: 8.4408, grad_norm: 7.5115 2020-10-24 16:29:03,305 - mmaction - INFO - Epoch [54][80/1147] lr: 1.000e-03, eta: 19:37:00, time: 1.310, data_time: 0.005, memory: 5812, loss_cls: 8.6581, loss: 8.6581, grad_norm: 7.5938 2020-10-24 16:29:30,216 - mmaction - INFO - Epoch [54][100/1147] lr: 1.000e-03, eta: 19:36:35, time: 1.345, data_time: 0.004, memory: 5812, loss_cls: 8.4113, loss: 8.4113, grad_norm: 7.5455 2020-10-24 16:29:56,380 - mmaction - INFO - Epoch [54][120/1147] lr: 1.000e-03, eta: 19:36:08, time: 1.306, data_time: 0.005, memory: 5812, loss_cls: 8.7239, loss: 8.7239, grad_norm: 7.5367 2020-10-24 16:30:22,104 - mmaction - INFO - Epoch [54][140/1147] lr: 1.000e-03, eta: 19:35:41, time: 1.287, data_time: 0.008, memory: 5812, loss_cls: 8.5500, loss: 8.5500, grad_norm: 7.5743 2020-10-24 16:30:48,130 - mmaction - INFO - Epoch [54][160/1147] lr: 1.000e-03, eta: 19:35:15, time: 1.303, data_time: 0.008, memory: 5812, loss_cls: 8.4091, loss: 8.4091, grad_norm: 7.4396 2020-10-24 16:31:13,248 - mmaction - INFO - Epoch [54][180/1147] lr: 1.000e-03, eta: 19:34:48, time: 1.259, data_time: 0.005, memory: 5812, loss_cls: 8.3582, loss: 8.3582, grad_norm: 7.5779 2020-10-24 16:31:39,150 - mmaction - INFO - Epoch [54][200/1147] lr: 1.000e-03, eta: 19:34:21, time: 1.295, data_time: 0.002, memory: 5812, loss_cls: 8.5083, loss: 8.5083, grad_norm: 7.6599 2020-10-24 16:32:04,437 - mmaction - INFO - Epoch [54][220/1147] lr: 1.000e-03, eta: 19:33:54, time: 1.261, data_time: 0.001, memory: 5812, loss_cls: 8.6490, loss: 8.6490, grad_norm: 7.7137 2020-10-24 16:32:30,394 - mmaction - INFO - Epoch [54][240/1147] lr: 1.000e-03, eta: 19:33:27, time: 1.289, data_time: 0.006, memory: 5812, loss_cls: 8.8054, loss: 8.8054, grad_norm: 7.8451 2020-10-24 16:32:56,613 - mmaction - INFO - Epoch [54][260/1147] lr: 1.000e-03, eta: 19:33:01, time: 1.318, data_time: 0.015, memory: 5812, loss_cls: 8.5931, loss: 8.5931, grad_norm: 7.5319 2020-10-24 16:33:22,434 - mmaction - INFO - Epoch [54][280/1147] lr: 1.000e-03, eta: 19:32:34, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.4922, loss: 8.4922, grad_norm: 7.4695 2020-10-24 16:33:49,144 - mmaction - INFO - Epoch [54][300/1147] lr: 1.000e-03, eta: 19:32:08, time: 1.326, data_time: 0.010, memory: 5812, loss_cls: 8.3631, loss: 8.3631, grad_norm: 7.4691 2020-10-24 16:34:15,609 - mmaction - INFO - Epoch [54][320/1147] lr: 1.000e-03, eta: 19:31:42, time: 1.334, data_time: 0.019, memory: 5812, loss_cls: 8.4662, loss: 8.4662, grad_norm: 7.5038 2020-10-24 16:34:41,292 - mmaction - INFO - Epoch [54][340/1147] lr: 1.000e-03, eta: 19:31:16, time: 1.290, data_time: 0.007, memory: 5812, loss_cls: 8.5991, loss: 8.5991, grad_norm: 7.6912 2020-10-24 16:35:07,643 - mmaction - INFO - Epoch [54][360/1147] lr: 1.000e-03, eta: 19:30:49, time: 1.317, data_time: 0.002, memory: 5812, loss_cls: 8.4818, loss: 8.4818, grad_norm: 7.4446 2020-10-24 16:35:33,528 - mmaction - INFO - Epoch [54][380/1147] lr: 1.000e-03, eta: 19:30:23, time: 1.292, data_time: 0.002, memory: 5812, loss_cls: 8.5990, loss: 8.5990, grad_norm: 7.5276 2020-10-24 16:35:59,097 - mmaction - INFO - Epoch [54][400/1147] lr: 1.000e-03, eta: 19:29:56, time: 1.282, data_time: 0.006, memory: 5812, loss_cls: 8.4655, loss: 8.4655, grad_norm: 7.4600 2020-10-24 16:36:25,258 - mmaction - INFO - Epoch [54][420/1147] lr: 1.000e-03, eta: 19:29:30, time: 1.306, data_time: 0.002, memory: 5812, loss_cls: 8.6289, loss: 8.6289, grad_norm: 7.5448 2020-10-24 16:36:50,980 - mmaction - INFO - Epoch [54][440/1147] lr: 1.000e-03, eta: 19:29:03, time: 1.288, data_time: 0.005, memory: 5812, loss_cls: 8.6099, loss: 8.6099, grad_norm: 7.5583 2020-10-24 16:37:16,613 - mmaction - INFO - Epoch [54][460/1147] lr: 1.000e-03, eta: 19:28:36, time: 1.275, data_time: 0.002, memory: 5812, loss_cls: 8.7584, loss: 8.7584, grad_norm: 7.7350 2020-10-24 16:37:42,128 - mmaction - INFO - Epoch [54][480/1147] lr: 1.000e-03, eta: 19:28:09, time: 1.280, data_time: 0.009, memory: 5812, loss_cls: 8.4638, loss: 8.4638, grad_norm: 7.5523 2020-10-24 16:38:08,174 - mmaction - INFO - Epoch [54][500/1147] lr: 1.000e-03, eta: 19:27:42, time: 1.297, data_time: 0.007, memory: 5812, loss_cls: 8.4653, loss: 8.4653, grad_norm: 7.4703 2020-10-24 16:38:34,376 - mmaction - INFO - Epoch [54][520/1147] lr: 1.000e-03, eta: 19:27:16, time: 1.312, data_time: 0.009, memory: 5812, loss_cls: 8.4902, loss: 8.4902, grad_norm: 7.5354 2020-10-24 16:39:00,219 - mmaction - INFO - Epoch [54][540/1147] lr: 1.000e-03, eta: 19:26:50, time: 1.298, data_time: 0.007, memory: 5812, loss_cls: 8.4885, loss: 8.4885, grad_norm: 7.5512 2020-10-24 16:39:26,573 - mmaction - INFO - Epoch [54][560/1147] lr: 1.000e-03, eta: 19:26:23, time: 1.311, data_time: 0.015, memory: 5812, loss_cls: 8.5779, loss: 8.5779, grad_norm: 7.5281 2020-10-24 16:39:52,435 - mmaction - INFO - Epoch [54][580/1147] lr: 1.000e-03, eta: 19:25:57, time: 1.300, data_time: 0.012, memory: 5812, loss_cls: 8.6729, loss: 8.6729, grad_norm: 7.5968 2020-10-24 16:40:18,671 - mmaction - INFO - Epoch [54][600/1147] lr: 1.000e-03, eta: 19:25:31, time: 1.310, data_time: 0.003, memory: 5812, loss_cls: 8.7111, loss: 8.7111, grad_norm: 7.6179 2020-10-24 16:40:44,637 - mmaction - INFO - Epoch [54][620/1147] lr: 1.000e-03, eta: 19:25:04, time: 1.299, data_time: 0.004, memory: 5812, loss_cls: 8.5848, loss: 8.5848, grad_norm: 7.4712 2020-10-24 16:41:10,183 - mmaction - INFO - Epoch [54][640/1147] lr: 1.000e-03, eta: 19:24:37, time: 1.273, data_time: 0.002, memory: 5812, loss_cls: 8.6259, loss: 8.6259, grad_norm: 7.6024 2020-10-24 16:41:36,461 - mmaction - INFO - Epoch [54][660/1147] lr: 1.000e-03, eta: 19:24:11, time: 1.317, data_time: 0.009, memory: 5812, loss_cls: 8.6464, loss: 8.6464, grad_norm: 7.4175 2020-10-24 16:42:02,095 - mmaction - INFO - Epoch [54][680/1147] lr: 1.000e-03, eta: 19:23:44, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.5595, loss: 8.5595, grad_norm: 7.4976 2020-10-24 16:42:27,572 - mmaction - INFO - Epoch [54][700/1147] lr: 1.000e-03, eta: 19:23:17, time: 1.282, data_time: 0.011, memory: 5812, loss_cls: 8.4350, loss: 8.4350, grad_norm: 7.4911 2020-10-24 16:42:54,041 - mmaction - INFO - Epoch [54][720/1147] lr: 1.000e-03, eta: 19:22:51, time: 1.318, data_time: 0.001, memory: 5812, loss_cls: 8.5148, loss: 8.5148, grad_norm: 7.7297 2020-10-24 16:43:20,025 - mmaction - INFO - Epoch [54][740/1147] lr: 1.000e-03, eta: 19:22:24, time: 1.302, data_time: 0.013, memory: 5812, loss_cls: 8.5747, loss: 8.5747, grad_norm: 7.5779 2020-10-24 16:43:46,045 - mmaction - INFO - Epoch [54][760/1147] lr: 1.000e-03, eta: 19:21:58, time: 1.294, data_time: 0.004, memory: 5812, loss_cls: 8.4189, loss: 8.4189, grad_norm: 7.5677 2020-10-24 16:44:11,964 - mmaction - INFO - Epoch [54][780/1147] lr: 1.000e-03, eta: 19:21:31, time: 1.301, data_time: 0.009, memory: 5812, loss_cls: 8.5087, loss: 8.5087, grad_norm: 7.6809 2020-10-24 16:44:37,861 - mmaction - INFO - Epoch [54][800/1147] lr: 1.000e-03, eta: 19:21:04, time: 1.282, data_time: 0.011, memory: 5812, loss_cls: 8.7553, loss: 8.7553, grad_norm: 7.7457 2020-10-24 16:45:04,062 - mmaction - INFO - Epoch [54][820/1147] lr: 1.000e-03, eta: 19:20:39, time: 1.325, data_time: 0.018, memory: 5812, loss_cls: 8.4969, loss: 8.4969, grad_norm: 7.5348 2020-10-24 16:45:29,537 - mmaction - INFO - Epoch [54][840/1147] lr: 1.000e-03, eta: 19:20:11, time: 1.274, data_time: 0.002, memory: 5812, loss_cls: 8.4352, loss: 8.4352, grad_norm: 7.6860 2020-10-24 16:45:55,511 - mmaction - INFO - Epoch [54][860/1147] lr: 1.000e-03, eta: 19:19:45, time: 1.296, data_time: 0.005, memory: 5812, loss_cls: 8.6392, loss: 8.6392, grad_norm: 7.6466 2020-10-24 16:46:21,701 - mmaction - INFO - Epoch [54][880/1147] lr: 1.000e-03, eta: 19:19:19, time: 1.308, data_time: 0.006, memory: 5812, loss_cls: 8.5100, loss: 8.5100, grad_norm: 7.5099 2020-10-24 16:46:47,432 - mmaction - INFO - Epoch [54][900/1147] lr: 1.000e-03, eta: 19:18:52, time: 1.283, data_time: 0.009, memory: 5812, loss_cls: 8.6472, loss: 8.6472, grad_norm: 7.4690 2020-10-24 16:47:13,212 - mmaction - INFO - Epoch [54][920/1147] lr: 1.000e-03, eta: 19:18:25, time: 1.292, data_time: 0.009, memory: 5812, loss_cls: 8.7287, loss: 8.7287, grad_norm: 7.5896 2020-10-24 16:47:39,940 - mmaction - INFO - Epoch [54][940/1147] lr: 1.000e-03, eta: 19:17:59, time: 1.341, data_time: 0.007, memory: 5812, loss_cls: 8.4222, loss: 8.4222, grad_norm: 7.5093 2020-10-24 16:48:06,062 - mmaction - INFO - Epoch [54][960/1147] lr: 1.000e-03, eta: 19:17:33, time: 1.291, data_time: 0.003, memory: 5812, loss_cls: 8.6294, loss: 8.6294, grad_norm: 7.5698 2020-10-24 16:48:32,442 - mmaction - INFO - Epoch [54][980/1147] lr: 1.000e-03, eta: 19:17:07, time: 1.330, data_time: 0.017, memory: 5812, loss_cls: 8.5584, loss: 8.5584, grad_norm: 7.4694 2020-10-24 16:48:58,821 - mmaction - INFO - Epoch [54][1000/1147] lr: 1.000e-03, eta: 19:16:41, time: 1.323, data_time: 0.006, memory: 5812, loss_cls: 8.5825, loss: 8.5825, grad_norm: 7.6479 2020-10-24 16:49:24,973 - mmaction - INFO - Epoch [54][1020/1147] lr: 1.000e-03, eta: 19:16:15, time: 1.304, data_time: 0.004, memory: 5812, loss_cls: 8.6302, loss: 8.6302, grad_norm: 7.5987 2020-10-24 16:49:50,511 - mmaction - INFO - Epoch [54][1040/1147] lr: 1.000e-03, eta: 19:15:48, time: 1.277, data_time: 0.006, memory: 5812, loss_cls: 8.5561, loss: 8.5561, grad_norm: 7.5068 2020-10-24 16:50:16,960 - mmaction - INFO - Epoch [54][1060/1147] lr: 1.000e-03, eta: 19:15:22, time: 1.322, data_time: 0.005, memory: 5812, loss_cls: 8.5371, loss: 8.5371, grad_norm: 7.6153 2020-10-24 16:50:43,140 - mmaction - INFO - Epoch [54][1080/1147] lr: 1.000e-03, eta: 19:14:55, time: 1.300, data_time: 0.007, memory: 5812, loss_cls: 8.5193, loss: 8.5193, grad_norm: 7.4967 2020-10-24 16:51:09,103 - mmaction - INFO - Epoch [54][1100/1147] lr: 1.000e-03, eta: 19:14:29, time: 1.306, data_time: 0.014, memory: 5812, loss_cls: 8.5308, loss: 8.5308, grad_norm: 7.6033 2020-10-24 16:51:35,869 - mmaction - INFO - Epoch [54][1120/1147] lr: 1.000e-03, eta: 19:14:03, time: 1.342, data_time: 0.006, memory: 5812, loss_cls: 8.6499, loss: 8.6499, grad_norm: 7.5232 2020-10-24 16:52:02,142 - mmaction - INFO - Epoch [54][1140/1147] lr: 1.000e-03, eta: 19:13:37, time: 1.313, data_time: 0.005, memory: 5812, loss_cls: 8.6212, loss: 8.6212, grad_norm: 7.5277 2020-10-24 16:52:53,881 - mmaction - INFO - Epoch [55][20/1147] lr: 1.000e-03, eta: 19:13:10, time: 2.154, data_time: 1.455, memory: 5812, loss_cls: 8.4648, loss: 8.4648, grad_norm: 7.4891 2020-10-24 16:53:22,037 - mmaction - INFO - Epoch [55][40/1147] lr: 1.000e-03, eta: 19:12:45, time: 1.398, data_time: 0.618, memory: 5812, loss_cls: 8.3580, loss: 8.3580, grad_norm: 7.5399 2020-10-24 16:53:49,345 - mmaction - INFO - Epoch [55][60/1147] lr: 1.000e-03, eta: 19:12:20, time: 1.374, data_time: 0.628, memory: 5812, loss_cls: 8.6127, loss: 8.6127, grad_norm: 7.6968 2020-10-24 16:54:16,089 - mmaction - INFO - Epoch [55][80/1147] lr: 1.000e-03, eta: 19:11:54, time: 1.334, data_time: 0.578, memory: 5812, loss_cls: 8.4833, loss: 8.4833, grad_norm: 7.5403 2020-10-24 16:54:42,568 - mmaction - INFO - Epoch [55][100/1147] lr: 1.000e-03, eta: 19:11:29, time: 1.328, data_time: 0.685, memory: 5812, loss_cls: 8.5496, loss: 8.5496, grad_norm: 7.6241 2020-10-24 16:55:08,861 - mmaction - INFO - Epoch [55][120/1147] lr: 1.000e-03, eta: 19:11:02, time: 1.311, data_time: 0.712, memory: 5812, loss_cls: 8.6382, loss: 8.6382, grad_norm: 7.5846 2020-10-24 16:55:35,200 - mmaction - INFO - Epoch [55][140/1147] lr: 1.000e-03, eta: 19:10:36, time: 1.318, data_time: 0.726, memory: 5812, loss_cls: 8.5061, loss: 8.5061, grad_norm: 7.5829 2020-10-24 16:56:01,368 - mmaction - INFO - Epoch [55][160/1147] lr: 1.000e-03, eta: 19:10:10, time: 1.311, data_time: 0.733, memory: 5812, loss_cls: 8.3978, loss: 8.3978, grad_norm: 7.4816 2020-10-24 16:56:28,141 - mmaction - INFO - Epoch [55][180/1147] lr: 1.000e-03, eta: 19:09:44, time: 1.341, data_time: 0.508, memory: 5812, loss_cls: 8.4929, loss: 8.4929, grad_norm: 7.6989 2020-10-24 16:56:54,470 - mmaction - INFO - Epoch [55][200/1147] lr: 1.000e-03, eta: 19:09:18, time: 1.316, data_time: 0.037, memory: 5812, loss_cls: 8.4851, loss: 8.4851, grad_norm: 7.6370 2020-10-24 16:57:20,760 - mmaction - INFO - Epoch [55][220/1147] lr: 1.000e-03, eta: 19:08:52, time: 1.314, data_time: 0.039, memory: 5812, loss_cls: 8.4870, loss: 8.4870, grad_norm: 7.6021 2020-10-24 16:57:46,875 - mmaction - INFO - Epoch [55][240/1147] lr: 1.000e-03, eta: 19:08:25, time: 1.290, data_time: 0.022, memory: 5812, loss_cls: 8.3677, loss: 8.3677, grad_norm: 7.6336 2020-10-24 16:58:13,096 - mmaction - INFO - Epoch [55][260/1147] lr: 1.000e-03, eta: 19:07:59, time: 1.314, data_time: 0.018, memory: 5812, loss_cls: 8.6353, loss: 8.6353, grad_norm: 7.8516 2020-10-24 16:58:38,537 - mmaction - INFO - Epoch [55][280/1147] lr: 1.000e-03, eta: 19:07:32, time: 1.283, data_time: 0.019, memory: 5812, loss_cls: 8.4918, loss: 8.4918, grad_norm: 7.4862 2020-10-24 16:59:04,199 - mmaction - INFO - Epoch [55][300/1147] lr: 1.000e-03, eta: 19:07:05, time: 1.280, data_time: 0.006, memory: 5812, loss_cls: 8.6454, loss: 8.6454, grad_norm: 7.6469 2020-10-24 16:59:30,232 - mmaction - INFO - Epoch [55][320/1147] lr: 1.000e-03, eta: 19:06:39, time: 1.303, data_time: 0.008, memory: 5812, loss_cls: 8.4209, loss: 8.4209, grad_norm: 7.5561 2020-10-24 16:59:56,724 - mmaction - INFO - Epoch [55][340/1147] lr: 1.000e-03, eta: 19:06:13, time: 1.329, data_time: 0.007, memory: 5812, loss_cls: 8.4263, loss: 8.4263, grad_norm: 7.5777 2020-10-24 17:00:22,775 - mmaction - INFO - Epoch [55][360/1147] lr: 1.000e-03, eta: 19:05:46, time: 1.298, data_time: 0.005, memory: 5812, loss_cls: 8.5393, loss: 8.5393, grad_norm: 7.6470 2020-10-24 17:00:47,982 - mmaction - INFO - Epoch [55][380/1147] lr: 1.000e-03, eta: 19:05:19, time: 1.257, data_time: 0.008, memory: 5812, loss_cls: 8.7638, loss: 8.7638, grad_norm: 7.7220 2020-10-24 17:01:14,338 - mmaction - INFO - Epoch [55][400/1147] lr: 1.000e-03, eta: 19:04:53, time: 1.323, data_time: 0.009, memory: 5812, loss_cls: 8.2824, loss: 8.2824, grad_norm: 7.3785 2020-10-24 17:01:40,159 - mmaction - INFO - Epoch [55][420/1147] lr: 1.000e-03, eta: 19:04:26, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 8.8051, loss: 8.8051, grad_norm: 7.7415 2020-10-24 17:02:06,091 - mmaction - INFO - Epoch [55][440/1147] lr: 1.000e-03, eta: 19:04:00, time: 1.297, data_time: 0.004, memory: 5812, loss_cls: 8.5456, loss: 8.5456, grad_norm: 7.5926 2020-10-24 17:02:32,288 - mmaction - INFO - Epoch [55][460/1147] lr: 1.000e-03, eta: 19:03:34, time: 1.310, data_time: 0.004, memory: 5812, loss_cls: 8.7848, loss: 8.7848, grad_norm: 7.6902 2020-10-24 17:02:57,622 - mmaction - INFO - Epoch [55][480/1147] lr: 1.000e-03, eta: 19:03:06, time: 1.267, data_time: 0.002, memory: 5812, loss_cls: 8.4462, loss: 8.4462, grad_norm: 7.4650 2020-10-24 17:03:23,552 - mmaction - INFO - Epoch [55][500/1147] lr: 1.000e-03, eta: 19:02:40, time: 1.289, data_time: 0.002, memory: 5812, loss_cls: 8.4168, loss: 8.4168, grad_norm: 7.6963 2020-10-24 17:03:49,426 - mmaction - INFO - Epoch [55][520/1147] lr: 1.000e-03, eta: 19:02:13, time: 1.296, data_time: 0.009, memory: 5812, loss_cls: 8.5187, loss: 8.5187, grad_norm: 7.6469 2020-10-24 17:04:15,471 - mmaction - INFO - Epoch [55][540/1147] lr: 1.000e-03, eta: 19:01:47, time: 1.306, data_time: 0.007, memory: 5812, loss_cls: 8.7291, loss: 8.7291, grad_norm: 7.5946 2020-10-24 17:04:41,480 - mmaction - INFO - Epoch [55][560/1147] lr: 1.000e-03, eta: 19:01:20, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 8.7432, loss: 8.7432, grad_norm: 7.6762 2020-10-24 17:05:07,021 - mmaction - INFO - Epoch [55][580/1147] lr: 1.000e-03, eta: 19:00:53, time: 1.275, data_time: 0.001, memory: 5812, loss_cls: 8.5516, loss: 8.5516, grad_norm: 7.6321 2020-10-24 17:05:32,818 - mmaction - INFO - Epoch [55][600/1147] lr: 1.000e-03, eta: 19:00:27, time: 1.291, data_time: 0.005, memory: 5812, loss_cls: 8.5449, loss: 8.5449, grad_norm: 7.5846 2020-10-24 17:05:58,537 - mmaction - INFO - Epoch [55][620/1147] lr: 1.000e-03, eta: 19:00:00, time: 1.280, data_time: 0.005, memory: 5812, loss_cls: 8.5397, loss: 8.5397, grad_norm: 7.6636 2020-10-24 17:06:24,159 - mmaction - INFO - Epoch [55][640/1147] lr: 1.000e-03, eta: 18:59:33, time: 1.284, data_time: 0.010, memory: 5812, loss_cls: 8.7236, loss: 8.7236, grad_norm: 7.6874 2020-10-24 17:06:49,993 - mmaction - INFO - Epoch [55][660/1147] lr: 1.000e-03, eta: 18:59:06, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.7273, loss: 8.7273, grad_norm: 7.5908 2020-10-24 17:07:15,869 - mmaction - INFO - Epoch [55][680/1147] lr: 1.000e-03, eta: 18:58:40, time: 1.300, data_time: 0.010, memory: 5812, loss_cls: 8.4970, loss: 8.4970, grad_norm: 7.6125 2020-10-24 17:07:41,506 - mmaction - INFO - Epoch [55][700/1147] lr: 1.000e-03, eta: 18:58:13, time: 1.275, data_time: 0.015, memory: 5812, loss_cls: 8.5613, loss: 8.5613, grad_norm: 7.8556 2020-10-24 17:08:07,722 - mmaction - INFO - Epoch [55][720/1147] lr: 1.000e-03, eta: 18:57:47, time: 1.316, data_time: 0.011, memory: 5812, loss_cls: 8.5642, loss: 8.5642, grad_norm: 7.7170 2020-10-24 17:08:34,241 - mmaction - INFO - Epoch [55][740/1147] lr: 1.000e-03, eta: 18:57:21, time: 1.328, data_time: 0.005, memory: 5812, loss_cls: 8.5618, loss: 8.5618, grad_norm: 7.5170 2020-10-24 17:08:59,626 - mmaction - INFO - Epoch [55][760/1147] lr: 1.000e-03, eta: 18:56:54, time: 1.268, data_time: 0.002, memory: 5812, loss_cls: 8.5110, loss: 8.5110, grad_norm: 7.6506 2020-10-24 17:09:25,520 - mmaction - INFO - Epoch [55][780/1147] lr: 1.000e-03, eta: 18:56:27, time: 1.290, data_time: 0.003, memory: 5812, loss_cls: 8.6257, loss: 8.6257, grad_norm: 7.6687 2020-10-24 17:09:51,824 - mmaction - INFO - Epoch [55][800/1147] lr: 1.000e-03, eta: 18:56:01, time: 1.312, data_time: 0.010, memory: 5812, loss_cls: 8.2351, loss: 8.2351, grad_norm: 7.4913 2020-10-24 17:10:16,914 - mmaction - INFO - Epoch [55][820/1147] lr: 1.000e-03, eta: 18:55:33, time: 1.253, data_time: 0.011, memory: 5812, loss_cls: 8.3083, loss: 8.3083, grad_norm: 7.6116 2020-10-24 17:10:42,953 - mmaction - INFO - Epoch [55][840/1147] lr: 1.000e-03, eta: 18:55:07, time: 1.303, data_time: 0.011, memory: 5812, loss_cls: 8.5018, loss: 8.5018, grad_norm: 7.8133 2020-10-24 17:11:09,424 - mmaction - INFO - Epoch [55][860/1147] lr: 1.000e-03, eta: 18:54:41, time: 1.330, data_time: 0.011, memory: 5812, loss_cls: 8.5233, loss: 8.5233, grad_norm: 7.7389 2020-10-24 17:11:35,457 - mmaction - INFO - Epoch [55][880/1147] lr: 1.000e-03, eta: 18:54:15, time: 1.302, data_time: 0.004, memory: 5812, loss_cls: 8.7215, loss: 8.7215, grad_norm: 7.8745 2020-10-24 17:12:01,242 - mmaction - INFO - Epoch [55][900/1147] lr: 1.000e-03, eta: 18:53:48, time: 1.284, data_time: 0.005, memory: 5812, loss_cls: 8.5069, loss: 8.5069, grad_norm: 7.5497 2020-10-24 17:12:27,394 - mmaction - INFO - Epoch [55][920/1147] lr: 1.000e-03, eta: 18:53:22, time: 1.307, data_time: 0.009, memory: 5812, loss_cls: 8.6319, loss: 8.6319, grad_norm: 7.8086 2020-10-24 17:12:53,283 - mmaction - INFO - Epoch [55][940/1147] lr: 1.000e-03, eta: 18:52:55, time: 1.294, data_time: 0.012, memory: 5812, loss_cls: 8.4705, loss: 8.4705, grad_norm: 7.5866 2020-10-24 17:13:19,379 - mmaction - INFO - Epoch [55][960/1147] lr: 1.000e-03, eta: 18:52:29, time: 1.309, data_time: 0.009, memory: 5812, loss_cls: 8.5666, loss: 8.5666, grad_norm: 7.7673 2020-10-24 17:13:44,805 - mmaction - INFO - Epoch [55][980/1147] lr: 1.000e-03, eta: 18:52:02, time: 1.273, data_time: 0.007, memory: 5812, loss_cls: 8.6522, loss: 8.6522, grad_norm: 7.7665 2020-10-24 17:14:10,848 - mmaction - INFO - Epoch [55][1000/1147] lr: 1.000e-03, eta: 18:51:35, time: 1.301, data_time: 0.005, memory: 5812, loss_cls: 8.7550, loss: 8.7550, grad_norm: 7.6678 2020-10-24 17:14:36,645 - mmaction - INFO - Epoch [55][1020/1147] lr: 1.000e-03, eta: 18:51:09, time: 1.294, data_time: 0.007, memory: 5812, loss_cls: 8.3971, loss: 8.3971, grad_norm: 7.6105 2020-10-24 17:15:02,468 - mmaction - INFO - Epoch [55][1040/1147] lr: 1.000e-03, eta: 18:50:42, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 8.7388, loss: 8.7388, grad_norm: 7.6608 2020-10-24 17:15:28,584 - mmaction - INFO - Epoch [55][1060/1147] lr: 1.000e-03, eta: 18:50:16, time: 1.307, data_time: 0.004, memory: 5812, loss_cls: 8.4740, loss: 8.4740, grad_norm: 7.5612 2020-10-24 17:15:54,789 - mmaction - INFO - Epoch [55][1080/1147] lr: 1.000e-03, eta: 18:49:49, time: 1.305, data_time: 0.003, memory: 5812, loss_cls: 8.6466, loss: 8.6466, grad_norm: 7.7635 2020-10-24 17:16:20,421 - mmaction - INFO - Epoch [55][1100/1147] lr: 1.000e-03, eta: 18:49:22, time: 1.283, data_time: 0.009, memory: 5812, loss_cls: 8.5879, loss: 8.5879, grad_norm: 7.5813 2020-10-24 17:16:46,649 - mmaction - INFO - Epoch [55][1120/1147] lr: 1.000e-03, eta: 18:48:56, time: 1.315, data_time: 0.005, memory: 5812, loss_cls: 8.1455, loss: 8.1455, grad_norm: 7.5904 2020-10-24 17:17:12,577 - mmaction - INFO - Epoch [55][1140/1147] lr: 1.000e-03, eta: 18:48:30, time: 1.292, data_time: 0.006, memory: 5812, loss_cls: 8.5639, loss: 8.5639, grad_norm: 7.6622 2020-10-24 17:17:21,109 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-10-24 17:19:28,310 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 17:19:28,921 - mmaction - INFO - mean_average_precision 0.4531 2020-10-24 17:19:28,934 - mmaction - INFO - Epoch(val) [55][1147] mean_average_precision: 0.4531 2020-10-24 17:20:06,278 - mmaction - INFO - Epoch [56][20/1147] lr: 1.000e-03, eta: 18:47:56, time: 1.865, data_time: 1.031, memory: 5812, loss_cls: 8.5455, loss: 8.5455, grad_norm: 7.6945 2020-10-24 17:20:33,807 - mmaction - INFO - Epoch [56][40/1147] lr: 1.000e-03, eta: 18:47:31, time: 1.378, data_time: 0.378, memory: 5812, loss_cls: 8.5052, loss: 8.5052, grad_norm: 7.6980 2020-10-24 17:21:00,255 - mmaction - INFO - Epoch [56][60/1147] lr: 1.000e-03, eta: 18:47:05, time: 1.317, data_time: 0.413, memory: 5812, loss_cls: 8.4330, loss: 8.4330, grad_norm: 7.6475 2020-10-24 17:21:26,220 - mmaction - INFO - Epoch [56][80/1147] lr: 1.000e-03, eta: 18:46:39, time: 1.297, data_time: 0.489, memory: 5812, loss_cls: 8.5067, loss: 8.5067, grad_norm: 7.6694 2020-10-24 17:21:52,087 - mmaction - INFO - Epoch [56][100/1147] lr: 1.000e-03, eta: 18:46:12, time: 1.297, data_time: 0.517, memory: 5812, loss_cls: 8.4680, loss: 8.4680, grad_norm: 7.7623 2020-10-24 17:22:18,122 - mmaction - INFO - Epoch [56][120/1147] lr: 1.000e-03, eta: 18:45:45, time: 1.298, data_time: 0.525, memory: 5812, loss_cls: 8.6108, loss: 8.6108, grad_norm: 7.5461 2020-10-24 17:22:44,062 - mmaction - INFO - Epoch [56][140/1147] lr: 1.000e-03, eta: 18:45:19, time: 1.304, data_time: 0.613, memory: 5812, loss_cls: 8.7178, loss: 8.7178, grad_norm: 7.8040 2020-10-24 17:23:09,313 - mmaction - INFO - Epoch [56][160/1147] lr: 1.000e-03, eta: 18:44:52, time: 1.260, data_time: 0.656, memory: 5812, loss_cls: 8.6687, loss: 8.6687, grad_norm: 7.7938 2020-10-24 17:23:35,530 - mmaction - INFO - Epoch [56][180/1147] lr: 1.000e-03, eta: 18:44:26, time: 1.308, data_time: 0.619, memory: 5812, loss_cls: 8.4891, loss: 8.4891, grad_norm: 7.7198 2020-10-24 17:24:00,766 - mmaction - INFO - Epoch [56][200/1147] lr: 1.000e-03, eta: 18:43:58, time: 1.262, data_time: 0.438, memory: 5812, loss_cls: 8.3967, loss: 8.3967, grad_norm: 7.6399 2020-10-24 17:24:26,609 - mmaction - INFO - Epoch [56][220/1147] lr: 1.000e-03, eta: 18:43:32, time: 1.293, data_time: 0.294, memory: 5812, loss_cls: 8.5317, loss: 8.5317, grad_norm: 7.6400 2020-10-24 17:24:52,017 - mmaction - INFO - Epoch [56][240/1147] lr: 1.000e-03, eta: 18:43:05, time: 1.275, data_time: 0.426, memory: 5812, loss_cls: 8.3713, loss: 8.3713, grad_norm: 7.6576 2020-10-24 17:25:16,816 - mmaction - INFO - Epoch [56][260/1147] lr: 1.000e-03, eta: 18:42:37, time: 1.240, data_time: 0.446, memory: 5812, loss_cls: 8.3171, loss: 8.3171, grad_norm: 7.6671 2020-10-24 17:25:42,002 - mmaction - INFO - Epoch [56][280/1147] lr: 1.000e-03, eta: 18:42:10, time: 1.258, data_time: 0.074, memory: 5812, loss_cls: 8.5399, loss: 8.5399, grad_norm: 7.6615 2020-10-24 17:26:07,645 - mmaction - INFO - Epoch [56][300/1147] lr: 1.000e-03, eta: 18:41:43, time: 1.275, data_time: 0.007, memory: 5812, loss_cls: 8.4558, loss: 8.4558, grad_norm: 7.6954 2020-10-24 17:26:33,380 - mmaction - INFO - Epoch [56][320/1147] lr: 1.000e-03, eta: 18:41:16, time: 1.289, data_time: 0.011, memory: 5812, loss_cls: 8.6573, loss: 8.6573, grad_norm: 7.7474 2020-10-24 17:26:59,599 - mmaction - INFO - Epoch [56][340/1147] lr: 1.000e-03, eta: 18:40:50, time: 1.317, data_time: 0.009, memory: 5812, loss_cls: 8.4969, loss: 8.4969, grad_norm: 7.5903 2020-10-24 17:27:25,142 - mmaction - INFO - Epoch [56][360/1147] lr: 1.000e-03, eta: 18:40:23, time: 1.275, data_time: 0.002, memory: 5812, loss_cls: 8.3603, loss: 8.3603, grad_norm: 7.6504 2020-10-24 17:27:50,956 - mmaction - INFO - Epoch [56][380/1147] lr: 1.000e-03, eta: 18:39:56, time: 1.285, data_time: 0.092, memory: 5812, loss_cls: 8.7143, loss: 8.7143, grad_norm: 7.8735 2020-10-24 17:28:16,247 - mmaction - INFO - Epoch [56][400/1147] lr: 1.000e-03, eta: 18:39:29, time: 1.272, data_time: 0.454, memory: 5812, loss_cls: 8.6576, loss: 8.6576, grad_norm: 7.7315 2020-10-24 17:28:41,233 - mmaction - INFO - Epoch [56][420/1147] lr: 1.000e-03, eta: 18:39:02, time: 1.251, data_time: 0.456, memory: 5812, loss_cls: 8.5960, loss: 8.5960, grad_norm: 7.6512 2020-10-24 17:29:06,128 - mmaction - INFO - Epoch [56][440/1147] lr: 1.000e-03, eta: 18:38:34, time: 1.245, data_time: 0.379, memory: 5812, loss_cls: 8.5642, loss: 8.5642, grad_norm: 7.7165 2020-10-24 17:29:30,936 - mmaction - INFO - Epoch [56][460/1147] lr: 1.000e-03, eta: 18:38:07, time: 1.239, data_time: 0.208, memory: 5812, loss_cls: 8.7165, loss: 8.7165, grad_norm: 7.7825 2020-10-24 17:29:56,538 - mmaction - INFO - Epoch [56][480/1147] lr: 1.000e-03, eta: 18:37:40, time: 1.276, data_time: 0.003, memory: 5812, loss_cls: 8.5115, loss: 8.5115, grad_norm: 7.5838 2020-10-24 17:30:23,171 - mmaction - INFO - Epoch [56][500/1147] lr: 1.000e-03, eta: 18:37:14, time: 1.337, data_time: 0.007, memory: 5812, loss_cls: 8.5410, loss: 8.5410, grad_norm: 7.4451 2020-10-24 17:30:48,952 - mmaction - INFO - Epoch [56][520/1147] lr: 1.000e-03, eta: 18:36:47, time: 1.284, data_time: 0.003, memory: 5812, loss_cls: 8.2968, loss: 8.2968, grad_norm: 7.7205 2020-10-24 17:31:14,496 - mmaction - INFO - Epoch [56][540/1147] lr: 1.000e-03, eta: 18:36:20, time: 1.281, data_time: 0.009, memory: 5812, loss_cls: 8.4993, loss: 8.4993, grad_norm: 7.7738 2020-10-24 17:31:40,974 - mmaction - INFO - Epoch [56][560/1147] lr: 1.000e-03, eta: 18:35:54, time: 1.323, data_time: 0.003, memory: 5812, loss_cls: 8.4727, loss: 8.4727, grad_norm: 7.7266 2020-10-24 17:32:05,674 - mmaction - INFO - Epoch [56][580/1147] lr: 1.000e-03, eta: 18:35:27, time: 1.235, data_time: 0.002, memory: 5812, loss_cls: 8.6826, loss: 8.6826, grad_norm: 7.8865 2020-10-24 17:32:31,606 - mmaction - INFO - Epoch [56][600/1147] lr: 1.000e-03, eta: 18:35:00, time: 1.295, data_time: 0.003, memory: 5812, loss_cls: 8.4891, loss: 8.4891, grad_norm: 7.7036 2020-10-24 17:32:57,173 - mmaction - INFO - Epoch [56][620/1147] lr: 1.000e-03, eta: 18:34:33, time: 1.275, data_time: 0.006, memory: 5812, loss_cls: 8.2588, loss: 8.2588, grad_norm: 7.6490 2020-10-24 17:33:23,095 - mmaction - INFO - Epoch [56][640/1147] lr: 1.000e-03, eta: 18:34:07, time: 1.301, data_time: 0.014, memory: 5812, loss_cls: 8.6405, loss: 8.6405, grad_norm: 7.8797 2020-10-24 17:33:48,986 - mmaction - INFO - Epoch [56][660/1147] lr: 1.000e-03, eta: 18:33:40, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 8.5707, loss: 8.5707, grad_norm: 7.8291 2020-10-24 17:34:15,001 - mmaction - INFO - Epoch [56][680/1147] lr: 1.000e-03, eta: 18:33:14, time: 1.294, data_time: 0.011, memory: 5812, loss_cls: 8.6135, loss: 8.6135, grad_norm: 7.7725 2020-10-24 17:34:41,138 - mmaction - INFO - Epoch [56][700/1147] lr: 1.000e-03, eta: 18:32:47, time: 1.316, data_time: 0.015, memory: 5812, loss_cls: 8.2862, loss: 8.2862, grad_norm: 7.6343 2020-10-24 17:35:06,746 - mmaction - INFO - Epoch [56][720/1147] lr: 1.000e-03, eta: 18:32:21, time: 1.283, data_time: 0.007, memory: 5812, loss_cls: 8.6884, loss: 8.6884, grad_norm: 7.8366 2020-10-24 17:35:32,392 - mmaction - INFO - Epoch [56][740/1147] lr: 1.000e-03, eta: 18:31:54, time: 1.267, data_time: 0.003, memory: 5812, loss_cls: 8.5486, loss: 8.5486, grad_norm: 7.6345 2020-10-24 17:35:57,910 - mmaction - INFO - Epoch [56][760/1147] lr: 1.000e-03, eta: 18:31:27, time: 1.281, data_time: 0.018, memory: 5812, loss_cls: 8.4589, loss: 8.4589, grad_norm: 7.7048 2020-10-24 17:36:23,799 - mmaction - INFO - Epoch [56][780/1147] lr: 1.000e-03, eta: 18:31:00, time: 1.304, data_time: 0.012, memory: 5812, loss_cls: 8.5902, loss: 8.5902, grad_norm: 7.6962 2020-10-24 17:36:48,773 - mmaction - INFO - Epoch [56][800/1147] lr: 1.000e-03, eta: 18:30:33, time: 1.241, data_time: 0.005, memory: 5812, loss_cls: 8.5500, loss: 8.5500, grad_norm: 7.7085 2020-10-24 17:37:13,237 - mmaction - INFO - Epoch [56][820/1147] lr: 1.000e-03, eta: 18:30:05, time: 1.230, data_time: 0.063, memory: 5812, loss_cls: 8.4449, loss: 8.4449, grad_norm: 7.6281 2020-10-24 17:37:40,022 - mmaction - INFO - Epoch [56][840/1147] lr: 1.000e-03, eta: 18:29:39, time: 1.339, data_time: 0.573, memory: 5812, loss_cls: 8.3725, loss: 8.3725, grad_norm: 7.6503 2020-10-24 17:38:05,560 - mmaction - INFO - Epoch [56][860/1147] lr: 1.000e-03, eta: 18:29:12, time: 1.277, data_time: 0.634, memory: 5812, loss_cls: 8.4029, loss: 8.4029, grad_norm: 7.6790 2020-10-24 17:38:30,777 - mmaction - INFO - Epoch [56][880/1147] lr: 1.000e-03, eta: 18:28:45, time: 1.252, data_time: 0.638, memory: 5812, loss_cls: 8.2888, loss: 8.2888, grad_norm: 7.5687 2020-10-24 17:38:56,483 - mmaction - INFO - Epoch [56][900/1147] lr: 1.000e-03, eta: 18:28:18, time: 1.284, data_time: 0.676, memory: 5812, loss_cls: 8.6295, loss: 8.6295, grad_norm: 7.8898 2020-10-24 17:39:21,865 - mmaction - INFO - Epoch [56][920/1147] lr: 1.000e-03, eta: 18:27:52, time: 1.281, data_time: 0.672, memory: 5812, loss_cls: 8.5227, loss: 8.5227, grad_norm: 7.7487 2020-10-24 17:39:47,984 - mmaction - INFO - Epoch [56][940/1147] lr: 1.000e-03, eta: 18:27:25, time: 1.305, data_time: 0.706, memory: 5812, loss_cls: 8.5335, loss: 8.5335, grad_norm: 7.6328 2020-10-24 17:40:13,536 - mmaction - INFO - Epoch [56][960/1147] lr: 1.000e-03, eta: 18:26:58, time: 1.272, data_time: 0.687, memory: 5812, loss_cls: 8.5870, loss: 8.5870, grad_norm: 7.8263 2020-10-24 17:40:39,576 - mmaction - INFO - Epoch [56][980/1147] lr: 1.000e-03, eta: 18:26:32, time: 1.301, data_time: 0.680, memory: 5812, loss_cls: 8.3983, loss: 8.3983, grad_norm: 7.8145 2020-10-24 17:41:04,374 - mmaction - INFO - Epoch [56][1000/1147] lr: 1.000e-03, eta: 18:26:04, time: 1.244, data_time: 0.651, memory: 5812, loss_cls: 8.4022, loss: 8.4022, grad_norm: 7.7365 2020-10-24 17:41:29,833 - mmaction - INFO - Epoch [56][1020/1147] lr: 1.000e-03, eta: 18:25:37, time: 1.273, data_time: 0.642, memory: 5812, loss_cls: 8.7154, loss: 8.7154, grad_norm: 7.7644 2020-10-24 17:41:55,384 - mmaction - INFO - Epoch [56][1040/1147] lr: 1.000e-03, eta: 18:25:10, time: 1.276, data_time: 0.638, memory: 5812, loss_cls: 8.5382, loss: 8.5382, grad_norm: 7.7613 2020-10-24 17:42:20,999 - mmaction - INFO - Epoch [56][1060/1147] lr: 1.000e-03, eta: 18:24:44, time: 1.284, data_time: 0.662, memory: 5812, loss_cls: 8.3283, loss: 8.3283, grad_norm: 7.7351 2020-10-24 17:42:45,866 - mmaction - INFO - Epoch [56][1080/1147] lr: 1.000e-03, eta: 18:24:16, time: 1.242, data_time: 0.617, memory: 5812, loss_cls: 8.4254, loss: 8.4254, grad_norm: 7.7686 2020-10-24 17:43:11,918 - mmaction - INFO - Epoch [56][1100/1147] lr: 1.000e-03, eta: 18:23:50, time: 1.303, data_time: 0.675, memory: 5812, loss_cls: 8.3736, loss: 8.3736, grad_norm: 7.7448 2020-10-24 17:43:37,961 - mmaction - INFO - Epoch [56][1120/1147] lr: 1.000e-03, eta: 18:23:23, time: 1.295, data_time: 0.703, memory: 5812, loss_cls: 8.7564, loss: 8.7564, grad_norm: 7.7287 2020-10-24 17:44:03,215 - mmaction - INFO - Epoch [56][1140/1147] lr: 1.000e-03, eta: 18:22:56, time: 1.270, data_time: 0.644, memory: 5812, loss_cls: 8.5949, loss: 8.5949, grad_norm: 7.7665 2020-10-24 17:44:50,763 - mmaction - INFO - Epoch [57][20/1147] lr: 1.000e-03, eta: 18:22:25, time: 2.005, data_time: 0.689, memory: 5812, loss_cls: 8.5305, loss: 8.5305, grad_norm: 8.2913 2020-10-24 17:45:16,862 - mmaction - INFO - Epoch [57][40/1147] lr: 1.000e-03, eta: 18:21:59, time: 1.307, data_time: 0.011, memory: 5812, loss_cls: 8.5007, loss: 8.5007, grad_norm: 7.6423 2020-10-24 17:45:42,388 - mmaction - INFO - Epoch [57][60/1147] lr: 1.000e-03, eta: 18:21:32, time: 1.277, data_time: 0.004, memory: 5812, loss_cls: 8.6355, loss: 8.6355, grad_norm: 7.9928 2020-10-24 17:46:08,367 - mmaction - INFO - Epoch [57][80/1147] lr: 1.000e-03, eta: 18:21:06, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 8.3291, loss: 8.3291, grad_norm: 7.6199 2020-10-24 17:46:34,370 - mmaction - INFO - Epoch [57][100/1147] lr: 1.000e-03, eta: 18:20:39, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 8.3918, loss: 8.3918, grad_norm: 7.8011 2020-10-24 17:46:59,580 - mmaction - INFO - Epoch [57][120/1147] lr: 1.000e-03, eta: 18:20:12, time: 1.259, data_time: 0.003, memory: 5812, loss_cls: 8.5868, loss: 8.5868, grad_norm: 7.7894 2020-10-24 17:47:25,669 - mmaction - INFO - Epoch [57][140/1147] lr: 1.000e-03, eta: 18:19:45, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 8.5245, loss: 8.5245, grad_norm: 7.7397 2020-10-24 17:47:51,406 - mmaction - INFO - Epoch [57][160/1147] lr: 1.000e-03, eta: 18:19:19, time: 1.296, data_time: 0.013, memory: 5812, loss_cls: 8.6980, loss: 8.6980, grad_norm: 7.7883 2020-10-24 17:48:17,802 - mmaction - INFO - Epoch [57][180/1147] lr: 1.000e-03, eta: 18:18:53, time: 1.316, data_time: 0.008, memory: 5812, loss_cls: 8.4204, loss: 8.4204, grad_norm: 7.8488 2020-10-24 17:48:43,990 - mmaction - INFO - Epoch [57][200/1147] lr: 1.000e-03, eta: 18:18:27, time: 1.315, data_time: 0.010, memory: 5812, loss_cls: 8.5030, loss: 8.5030, grad_norm: 7.7611 2020-10-24 17:49:09,386 - mmaction - INFO - Epoch [57][220/1147] lr: 1.000e-03, eta: 18:18:00, time: 1.269, data_time: 0.003, memory: 5812, loss_cls: 8.3073, loss: 8.3073, grad_norm: 7.6900 2020-10-24 17:49:34,610 - mmaction - INFO - Epoch [57][240/1147] lr: 1.000e-03, eta: 18:17:32, time: 1.260, data_time: 0.003, memory: 5812, loss_cls: 8.3478, loss: 8.3478, grad_norm: 7.7181 2020-10-24 17:50:00,497 - mmaction - INFO - Epoch [57][260/1147] lr: 1.000e-03, eta: 18:17:06, time: 1.295, data_time: 0.008, memory: 5812, loss_cls: 8.6204, loss: 8.6204, grad_norm: 7.7803 2020-10-24 17:50:25,640 - mmaction - INFO - Epoch [57][280/1147] lr: 1.000e-03, eta: 18:16:39, time: 1.257, data_time: 0.005, memory: 5812, loss_cls: 8.5214, loss: 8.5214, grad_norm: 7.9011 2020-10-24 17:50:51,642 - mmaction - INFO - Epoch [57][300/1147] lr: 1.000e-03, eta: 18:16:12, time: 1.303, data_time: 0.006, memory: 5812, loss_cls: 8.6247, loss: 8.6247, grad_norm: 7.8576 2020-10-24 17:51:17,487 - mmaction - INFO - Epoch [57][320/1147] lr: 1.000e-03, eta: 18:15:46, time: 1.291, data_time: 0.001, memory: 5812, loss_cls: 8.4247, loss: 8.4247, grad_norm: 7.6604 2020-10-24 17:51:43,070 - mmaction - INFO - Epoch [57][340/1147] lr: 1.000e-03, eta: 18:15:19, time: 1.281, data_time: 0.007, memory: 5812, loss_cls: 8.3290, loss: 8.3290, grad_norm: 7.7502 2020-10-24 17:52:09,034 - mmaction - INFO - Epoch [57][360/1147] lr: 1.000e-03, eta: 18:14:52, time: 1.296, data_time: 0.000, memory: 5812, loss_cls: 8.3665, loss: 8.3665, grad_norm: 7.6784 2020-10-24 17:52:34,429 - mmaction - INFO - Epoch [57][380/1147] lr: 1.000e-03, eta: 18:14:25, time: 1.266, data_time: 0.004, memory: 5812, loss_cls: 8.6315, loss: 8.6315, grad_norm: 7.7152 2020-10-24 17:53:00,396 - mmaction - INFO - Epoch [57][400/1147] lr: 1.000e-03, eta: 18:13:59, time: 1.303, data_time: 0.015, memory: 5812, loss_cls: 8.4718, loss: 8.4718, grad_norm: 7.7243 2020-10-24 17:53:25,631 - mmaction - INFO - Epoch [57][420/1147] lr: 1.000e-03, eta: 18:13:32, time: 1.261, data_time: 0.006, memory: 5812, loss_cls: 8.5449, loss: 8.5449, grad_norm: 7.8341 2020-10-24 17:53:51,481 - mmaction - INFO - Epoch [57][440/1147] lr: 1.000e-03, eta: 18:13:05, time: 1.292, data_time: 0.004, memory: 5812, loss_cls: 8.5276, loss: 8.5276, grad_norm: 7.8802 2020-10-24 17:54:17,350 - mmaction - INFO - Epoch [57][460/1147] lr: 1.000e-03, eta: 18:12:38, time: 1.277, data_time: 0.009, memory: 5812, loss_cls: 8.3396, loss: 8.3396, grad_norm: 7.5683 2020-10-24 17:54:43,191 - mmaction - INFO - Epoch [57][480/1147] lr: 1.000e-03, eta: 18:12:12, time: 1.307, data_time: 0.020, memory: 5812, loss_cls: 8.4615, loss: 8.4615, grad_norm: 7.8782 2020-10-24 17:55:08,801 - mmaction - INFO - Epoch [57][500/1147] lr: 1.000e-03, eta: 18:11:45, time: 1.272, data_time: 0.010, memory: 5812, loss_cls: 8.3682, loss: 8.3682, grad_norm: 7.7089 2020-10-24 17:55:34,116 - mmaction - INFO - Epoch [57][520/1147] lr: 1.000e-03, eta: 18:11:18, time: 1.278, data_time: 0.014, memory: 5812, loss_cls: 8.4621, loss: 8.4621, grad_norm: 7.7074 2020-10-24 17:55:59,366 - mmaction - INFO - Epoch [57][540/1147] lr: 1.000e-03, eta: 18:10:51, time: 1.256, data_time: 0.004, memory: 5812, loss_cls: 8.3134, loss: 8.3134, grad_norm: 7.8666 2020-10-24 17:56:25,055 - mmaction - INFO - Epoch [57][560/1147] lr: 1.000e-03, eta: 18:10:24, time: 1.288, data_time: 0.008, memory: 5812, loss_cls: 8.5427, loss: 8.5427, grad_norm: 7.8481 2020-10-24 17:56:50,113 - mmaction - INFO - Epoch [57][580/1147] lr: 1.000e-03, eta: 18:09:57, time: 1.251, data_time: 0.007, memory: 5812, loss_cls: 8.6183, loss: 8.6183, grad_norm: 7.7221 2020-10-24 17:57:16,377 - mmaction - INFO - Epoch [57][600/1147] lr: 1.000e-03, eta: 18:09:31, time: 1.312, data_time: 0.007, memory: 5812, loss_cls: 8.4697, loss: 8.4697, grad_norm: 7.7635 2020-10-24 17:57:42,409 - mmaction - INFO - Epoch [57][620/1147] lr: 1.000e-03, eta: 18:09:04, time: 1.303, data_time: 0.009, memory: 5812, loss_cls: 8.4292, loss: 8.4292, grad_norm: 7.8271 2020-10-24 17:58:08,099 - mmaction - INFO - Epoch [57][640/1147] lr: 1.000e-03, eta: 18:08:38, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.5472, loss: 8.5472, grad_norm: 7.8080 2020-10-24 17:58:34,168 - mmaction - INFO - Epoch [57][660/1147] lr: 1.000e-03, eta: 18:08:11, time: 1.301, data_time: 0.002, memory: 5812, loss_cls: 8.5981, loss: 8.5981, grad_norm: 7.8406 2020-10-24 17:59:00,024 - mmaction - INFO - Epoch [57][680/1147] lr: 1.000e-03, eta: 18:07:45, time: 1.293, data_time: 0.008, memory: 5812, loss_cls: 8.4501, loss: 8.4501, grad_norm: 7.7881 2020-10-24 17:59:25,749 - mmaction - INFO - Epoch [57][700/1147] lr: 1.000e-03, eta: 18:07:18, time: 1.279, data_time: 0.005, memory: 5812, loss_cls: 8.5966, loss: 8.5966, grad_norm: 7.8139 2020-10-24 17:59:52,030 - mmaction - INFO - Epoch [57][720/1147] lr: 1.000e-03, eta: 18:06:52, time: 1.321, data_time: 0.010, memory: 5812, loss_cls: 8.5232, loss: 8.5232, grad_norm: 7.7631 2020-10-24 18:00:44,532 - mmaction - INFO - Epoch [57][740/1147] lr: 1.000e-03, eta: 18:06:50, time: 2.626, data_time: 0.084, memory: 5812, loss_cls: 8.5662, loss: 8.5662, grad_norm: 7.7371 2020-10-24 18:01:12,065 - mmaction - INFO - Epoch [57][760/1147] lr: 1.000e-03, eta: 18:06:25, time: 1.377, data_time: 0.505, memory: 5812, loss_cls: 8.6373, loss: 8.6373, grad_norm: 7.7862 2020-10-24 18:01:38,838 - mmaction - INFO - Epoch [57][780/1147] lr: 1.000e-03, eta: 18:06:00, time: 1.334, data_time: 0.080, memory: 5812, loss_cls: 8.4167, loss: 8.4167, grad_norm: 7.7455 2020-10-24 18:02:05,394 - mmaction - INFO - Epoch [57][800/1147] lr: 1.000e-03, eta: 18:05:34, time: 1.331, data_time: 0.105, memory: 5812, loss_cls: 8.5627, loss: 8.5627, grad_norm: 7.8335 2020-10-24 18:02:31,466 - mmaction - INFO - Epoch [57][820/1147] lr: 1.000e-03, eta: 18:05:07, time: 1.296, data_time: 0.408, memory: 5812, loss_cls: 8.7638, loss: 8.7638, grad_norm: 7.8638 2020-10-24 18:02:57,503 - mmaction - INFO - Epoch [57][840/1147] lr: 1.000e-03, eta: 18:04:41, time: 1.311, data_time: 0.238, memory: 5812, loss_cls: 8.3728, loss: 8.3728, grad_norm: 7.6638 2020-10-24 18:03:23,372 - mmaction - INFO - Epoch [57][860/1147] lr: 1.000e-03, eta: 18:04:14, time: 1.293, data_time: 0.062, memory: 5812, loss_cls: 8.6037, loss: 8.6037, grad_norm: 7.9522 2020-10-24 18:03:49,912 - mmaction - INFO - Epoch [57][880/1147] lr: 1.000e-03, eta: 18:03:48, time: 1.317, data_time: 0.218, memory: 5812, loss_cls: 8.5113, loss: 8.5113, grad_norm: 7.8978 2020-10-24 18:04:15,909 - mmaction - INFO - Epoch [57][900/1147] lr: 1.000e-03, eta: 18:03:22, time: 1.310, data_time: 0.036, memory: 5812, loss_cls: 8.3306, loss: 8.3306, grad_norm: 7.6618 2020-10-24 18:04:41,508 - mmaction - INFO - Epoch [57][920/1147] lr: 1.000e-03, eta: 18:02:55, time: 1.279, data_time: 0.005, memory: 5812, loss_cls: 8.6068, loss: 8.6068, grad_norm: 7.9523 2020-10-24 18:05:07,059 - mmaction - INFO - Epoch [57][940/1147] lr: 1.000e-03, eta: 18:02:28, time: 1.270, data_time: 0.003, memory: 5812, loss_cls: 8.4684, loss: 8.4684, grad_norm: 7.7019 2020-10-24 18:05:32,993 - mmaction - INFO - Epoch [57][960/1147] lr: 1.000e-03, eta: 18:02:02, time: 1.301, data_time: 0.012, memory: 5812, loss_cls: 8.3436, loss: 8.3436, grad_norm: 7.7362 2020-10-24 18:05:58,646 - mmaction - INFO - Epoch [57][980/1147] lr: 1.000e-03, eta: 18:01:35, time: 1.281, data_time: 0.006, memory: 5812, loss_cls: 8.4348, loss: 8.4348, grad_norm: 7.8641 2020-10-24 18:06:24,316 - mmaction - INFO - Epoch [57][1000/1147] lr: 1.000e-03, eta: 18:01:08, time: 1.284, data_time: 0.008, memory: 5812, loss_cls: 8.3914, loss: 8.3914, grad_norm: 7.9281 2020-10-24 18:06:50,486 - mmaction - INFO - Epoch [57][1020/1147] lr: 1.000e-03, eta: 18:00:42, time: 1.311, data_time: 0.006, memory: 5812, loss_cls: 8.5016, loss: 8.5016, grad_norm: 7.8753 2020-10-24 18:07:15,974 - mmaction - INFO - Epoch [57][1040/1147] lr: 1.000e-03, eta: 18:00:15, time: 1.270, data_time: 0.004, memory: 5812, loss_cls: 8.6475, loss: 8.6475, grad_norm: 7.8264 2020-10-24 18:07:41,495 - mmaction - INFO - Epoch [57][1060/1147] lr: 1.000e-03, eta: 17:59:48, time: 1.278, data_time: 0.006, memory: 5812, loss_cls: 8.6583, loss: 8.6583, grad_norm: 7.6770 2020-10-24 18:08:07,639 - mmaction - INFO - Epoch [57][1080/1147] lr: 1.000e-03, eta: 17:59:22, time: 1.309, data_time: 0.004, memory: 5812, loss_cls: 8.6691, loss: 8.6691, grad_norm: 7.8505 2020-10-24 18:08:33,242 - mmaction - INFO - Epoch [57][1100/1147] lr: 1.000e-03, eta: 17:58:55, time: 1.276, data_time: 0.005, memory: 5812, loss_cls: 8.4885, loss: 8.4885, grad_norm: 7.7104 2020-10-24 18:08:59,082 - mmaction - INFO - Epoch [57][1120/1147] lr: 1.000e-03, eta: 17:58:28, time: 1.292, data_time: 0.007, memory: 5812, loss_cls: 8.6660, loss: 8.6660, grad_norm: 7.6899 2020-10-24 18:09:23,748 - mmaction - INFO - Epoch [57][1140/1147] lr: 1.000e-03, eta: 17:58:01, time: 1.236, data_time: 0.008, memory: 5812, loss_cls: 8.6355, loss: 8.6355, grad_norm: 7.7418 2020-10-24 18:10:10,673 - mmaction - INFO - Epoch [58][20/1147] lr: 1.000e-03, eta: 17:57:29, time: 1.952, data_time: 1.088, memory: 5812, loss_cls: 8.4748, loss: 8.4748, grad_norm: 7.5752 2020-10-24 18:10:37,932 - mmaction - INFO - Epoch [58][40/1147] lr: 1.000e-03, eta: 17:57:04, time: 1.364, data_time: 0.648, memory: 5812, loss_cls: 8.6385, loss: 8.6385, grad_norm: 7.9615 2020-10-24 18:11:05,340 - mmaction - INFO - Epoch [58][60/1147] lr: 1.000e-03, eta: 17:56:38, time: 1.370, data_time: 0.812, memory: 5812, loss_cls: 8.5460, loss: 8.5460, grad_norm: 7.7005 2020-10-24 18:11:31,827 - mmaction - INFO - Epoch [58][80/1147] lr: 1.000e-03, eta: 17:56:12, time: 1.332, data_time: 0.742, memory: 5812, loss_cls: 8.3964, loss: 8.3964, grad_norm: 7.6446 2020-10-24 18:11:58,150 - mmaction - INFO - Epoch [58][100/1147] lr: 1.000e-03, eta: 17:55:46, time: 1.316, data_time: 0.700, memory: 5812, loss_cls: 8.4710, loss: 8.4710, grad_norm: 7.7959 2020-10-24 18:12:23,671 - mmaction - INFO - Epoch [58][120/1147] lr: 1.000e-03, eta: 17:55:19, time: 1.272, data_time: 0.687, memory: 5812, loss_cls: 8.5936, loss: 8.5936, grad_norm: 7.7399 2020-10-24 18:12:49,730 - mmaction - INFO - Epoch [58][140/1147] lr: 1.000e-03, eta: 17:54:53, time: 1.304, data_time: 0.674, memory: 5812, loss_cls: 8.4446, loss: 8.4446, grad_norm: 7.8738 2020-10-24 18:13:15,226 - mmaction - INFO - Epoch [58][160/1147] lr: 1.000e-03, eta: 17:54:26, time: 1.268, data_time: 0.658, memory: 5812, loss_cls: 8.3914, loss: 8.3914, grad_norm: 7.8643 2020-10-24 18:13:41,201 - mmaction - INFO - Epoch [58][180/1147] lr: 1.000e-03, eta: 17:54:00, time: 1.304, data_time: 0.655, memory: 5812, loss_cls: 8.7360, loss: 8.7360, grad_norm: 7.8864 2020-10-24 18:14:06,845 - mmaction - INFO - Epoch [58][200/1147] lr: 1.000e-03, eta: 17:53:33, time: 1.285, data_time: 0.603, memory: 5812, loss_cls: 8.4577, loss: 8.4577, grad_norm: 7.8028 2020-10-24 18:14:32,417 - mmaction - INFO - Epoch [58][220/1147] lr: 1.000e-03, eta: 17:53:06, time: 1.272, data_time: 0.607, memory: 5812, loss_cls: 8.3605, loss: 8.3605, grad_norm: 7.7177 2020-10-24 18:14:57,879 - mmaction - INFO - Epoch [58][240/1147] lr: 1.000e-03, eta: 17:52:39, time: 1.274, data_time: 0.398, memory: 5812, loss_cls: 8.5701, loss: 8.5701, grad_norm: 7.9379 2020-10-24 18:15:23,727 - mmaction - INFO - Epoch [58][260/1147] lr: 1.000e-03, eta: 17:52:13, time: 1.295, data_time: 0.077, memory: 5812, loss_cls: 8.3790, loss: 8.3790, grad_norm: 7.8829 2020-10-24 18:15:49,300 - mmaction - INFO - Epoch [58][280/1147] lr: 1.000e-03, eta: 17:51:46, time: 1.275, data_time: 0.006, memory: 5812, loss_cls: 8.5628, loss: 8.5628, grad_norm: 7.9915 2020-10-24 18:16:15,352 - mmaction - INFO - Epoch [58][300/1147] lr: 1.000e-03, eta: 17:51:19, time: 1.301, data_time: 0.010, memory: 5812, loss_cls: 8.5953, loss: 8.5953, grad_norm: 7.7647 2020-10-24 18:16:41,083 - mmaction - INFO - Epoch [58][320/1147] lr: 1.000e-03, eta: 17:50:53, time: 1.288, data_time: 0.012, memory: 5812, loss_cls: 8.7515, loss: 8.7515, grad_norm: 7.9088 2020-10-24 18:17:06,848 - mmaction - INFO - Epoch [58][340/1147] lr: 1.000e-03, eta: 17:50:26, time: 1.293, data_time: 0.011, memory: 5812, loss_cls: 8.5462, loss: 8.5462, grad_norm: 7.9699 2020-10-24 18:17:31,939 - mmaction - INFO - Epoch [58][360/1147] lr: 1.000e-03, eta: 17:49:59, time: 1.243, data_time: 0.005, memory: 5812, loss_cls: 8.6302, loss: 8.6302, grad_norm: 7.9355 2020-10-24 18:17:57,849 - mmaction - INFO - Epoch [58][380/1147] lr: 1.000e-03, eta: 17:49:32, time: 1.305, data_time: 0.017, memory: 5812, loss_cls: 8.5112, loss: 8.5112, grad_norm: 7.8350 2020-10-24 18:18:23,309 - mmaction - INFO - Epoch [58][400/1147] lr: 1.000e-03, eta: 17:49:05, time: 1.268, data_time: 0.010, memory: 5812, loss_cls: 8.4954, loss: 8.4954, grad_norm: 7.8801 2020-10-24 18:18:49,104 - mmaction - INFO - Epoch [58][420/1147] lr: 1.000e-03, eta: 17:48:39, time: 1.293, data_time: 0.013, memory: 5812, loss_cls: 8.6852, loss: 8.6852, grad_norm: 8.0728 2020-10-24 18:19:14,522 - mmaction - INFO - Epoch [58][440/1147] lr: 1.000e-03, eta: 17:48:12, time: 1.271, data_time: 0.007, memory: 5812, loss_cls: 8.4147, loss: 8.4147, grad_norm: 7.8027 2020-10-24 18:19:40,626 - mmaction - INFO - Epoch [58][460/1147] lr: 1.000e-03, eta: 17:47:45, time: 1.297, data_time: 0.011, memory: 5812, loss_cls: 8.2654, loss: 8.2654, grad_norm: 7.8667 2020-10-24 18:20:06,146 - mmaction - INFO - Epoch [58][480/1147] lr: 1.000e-03, eta: 17:47:19, time: 1.290, data_time: 0.016, memory: 5812, loss_cls: 8.4347, loss: 8.4347, grad_norm: 7.9358 2020-10-24 18:20:31,680 - mmaction - INFO - Epoch [58][500/1147] lr: 1.000e-03, eta: 17:46:52, time: 1.274, data_time: 0.004, memory: 5812, loss_cls: 8.5203, loss: 8.5203, grad_norm: 7.8732 2020-10-24 18:20:57,481 - mmaction - INFO - Epoch [58][520/1147] lr: 1.000e-03, eta: 17:46:25, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 8.4897, loss: 8.4897, grad_norm: 7.8178 2020-10-24 18:21:23,701 - mmaction - INFO - Epoch [58][540/1147] lr: 1.000e-03, eta: 17:45:59, time: 1.309, data_time: 0.004, memory: 5812, loss_cls: 8.5546, loss: 8.5546, grad_norm: 7.9561 2020-10-24 18:21:49,649 - mmaction - INFO - Epoch [58][560/1147] lr: 1.000e-03, eta: 17:45:32, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.4803, loss: 8.4803, grad_norm: 7.8695 2020-10-24 18:22:15,176 - mmaction - INFO - Epoch [58][580/1147] lr: 1.000e-03, eta: 17:45:06, time: 1.276, data_time: 0.014, memory: 5812, loss_cls: 8.6030, loss: 8.6030, grad_norm: 7.8166 2020-10-24 18:22:40,766 - mmaction - INFO - Epoch [58][600/1147] lr: 1.000e-03, eta: 17:44:39, time: 1.291, data_time: 0.017, memory: 5812, loss_cls: 8.3350, loss: 8.3350, grad_norm: 7.6436 2020-10-24 18:23:06,156 - mmaction - INFO - Epoch [58][620/1147] lr: 1.000e-03, eta: 17:44:12, time: 1.267, data_time: 0.006, memory: 5812, loss_cls: 8.5793, loss: 8.5793, grad_norm: 7.8999 2020-10-24 18:23:32,036 - mmaction - INFO - Epoch [58][640/1147] lr: 1.000e-03, eta: 17:43:45, time: 1.293, data_time: 0.007, memory: 5812, loss_cls: 8.6577, loss: 8.6577, grad_norm: 7.7966 2020-10-24 18:23:57,266 - mmaction - INFO - Epoch [58][660/1147] lr: 1.000e-03, eta: 17:43:18, time: 1.263, data_time: 0.007, memory: 5812, loss_cls: 8.4590, loss: 8.4590, grad_norm: 7.8158 2020-10-24 18:24:23,529 - mmaction - INFO - Epoch [58][680/1147] lr: 1.000e-03, eta: 17:42:52, time: 1.308, data_time: 0.006, memory: 5812, loss_cls: 8.5538, loss: 8.5538, grad_norm: 7.9993 2020-10-24 18:24:48,630 - mmaction - INFO - Epoch [58][700/1147] lr: 1.000e-03, eta: 17:42:25, time: 1.264, data_time: 0.010, memory: 5812, loss_cls: 8.4902, loss: 8.4902, grad_norm: 7.8201 2020-10-24 18:25:14,807 - mmaction - INFO - Epoch [58][720/1147] lr: 1.000e-03, eta: 17:41:59, time: 1.303, data_time: 0.002, memory: 5812, loss_cls: 8.5735, loss: 8.5735, grad_norm: 7.8824 2020-10-24 18:25:40,258 - mmaction - INFO - Epoch [58][740/1147] lr: 1.000e-03, eta: 17:41:32, time: 1.278, data_time: 0.007, memory: 5812, loss_cls: 8.3194, loss: 8.3194, grad_norm: 7.7879 2020-10-24 18:26:05,717 - mmaction - INFO - Epoch [58][760/1147] lr: 1.000e-03, eta: 17:41:05, time: 1.270, data_time: 0.001, memory: 5812, loss_cls: 8.5772, loss: 8.5772, grad_norm: 7.9128 2020-10-24 18:26:31,440 - mmaction - INFO - Epoch [58][780/1147] lr: 1.000e-03, eta: 17:40:38, time: 1.280, data_time: 0.015, memory: 5812, loss_cls: 8.6866, loss: 8.6866, grad_norm: 7.8345 2020-10-24 18:26:57,327 - mmaction - INFO - Epoch [58][800/1147] lr: 1.000e-03, eta: 17:40:12, time: 1.299, data_time: 0.012, memory: 5812, loss_cls: 8.4635, loss: 8.4635, grad_norm: 7.8761 2020-10-24 18:27:23,293 - mmaction - INFO - Epoch [58][820/1147] lr: 1.000e-03, eta: 17:39:45, time: 1.301, data_time: 0.009, memory: 5812, loss_cls: 8.5028, loss: 8.5028, grad_norm: 7.9912 2020-10-24 18:27:49,405 - mmaction - INFO - Epoch [58][840/1147] lr: 1.000e-03, eta: 17:39:19, time: 1.297, data_time: 0.004, memory: 5812, loss_cls: 8.4979, loss: 8.4979, grad_norm: 7.8441 2020-10-24 18:28:15,097 - mmaction - INFO - Epoch [58][860/1147] lr: 1.000e-03, eta: 17:38:52, time: 1.290, data_time: 0.013, memory: 5812, loss_cls: 8.4049, loss: 8.4049, grad_norm: 7.8379 2020-10-24 18:28:41,034 - mmaction - INFO - Epoch [58][880/1147] lr: 1.000e-03, eta: 17:38:26, time: 1.294, data_time: 0.006, memory: 5812, loss_cls: 8.5224, loss: 8.5224, grad_norm: 7.7898 2020-10-24 18:29:06,668 - mmaction - INFO - Epoch [58][900/1147] lr: 1.000e-03, eta: 17:37:59, time: 1.285, data_time: 0.014, memory: 5812, loss_cls: 8.6619, loss: 8.6619, grad_norm: 7.8138 2020-10-24 18:29:31,883 - mmaction - INFO - Epoch [58][920/1147] lr: 1.000e-03, eta: 17:37:32, time: 1.258, data_time: 0.006, memory: 5812, loss_cls: 8.3905, loss: 8.3905, grad_norm: 7.7602 2020-10-24 18:29:57,749 - mmaction - INFO - Epoch [58][940/1147] lr: 1.000e-03, eta: 17:37:05, time: 1.293, data_time: 0.012, memory: 5812, loss_cls: 8.5518, loss: 8.5518, grad_norm: 7.7306 2020-10-24 18:30:23,747 - mmaction - INFO - Epoch [58][960/1147] lr: 1.000e-03, eta: 17:36:39, time: 1.292, data_time: 0.013, memory: 5812, loss_cls: 8.3593, loss: 8.3593, grad_norm: 7.9716 2020-10-24 18:30:49,020 - mmaction - INFO - Epoch [58][980/1147] lr: 1.000e-03, eta: 17:36:12, time: 1.275, data_time: 0.016, memory: 5812, loss_cls: 8.5986, loss: 8.5986, grad_norm: 7.9836 2020-10-24 18:31:15,754 - mmaction - INFO - Epoch [58][1000/1147] lr: 1.000e-03, eta: 17:35:46, time: 1.340, data_time: 0.005, memory: 5812, loss_cls: 8.5769, loss: 8.5769, grad_norm: 7.9775 2020-10-24 18:31:41,151 - mmaction - INFO - Epoch [58][1020/1147] lr: 1.000e-03, eta: 17:35:19, time: 1.265, data_time: 0.002, memory: 5812, loss_cls: 8.4764, loss: 8.4764, grad_norm: 7.9393 2020-10-24 18:32:06,377 - mmaction - INFO - Epoch [58][1040/1147] lr: 1.000e-03, eta: 17:34:52, time: 1.261, data_time: 0.007, memory: 5812, loss_cls: 8.5321, loss: 8.5321, grad_norm: 7.9546 2020-10-24 18:32:32,826 - mmaction - INFO - Epoch [58][1060/1147] lr: 1.000e-03, eta: 17:34:26, time: 1.321, data_time: 0.006, memory: 5812, loss_cls: 8.4984, loss: 8.4984, grad_norm: 7.8069 2020-10-24 18:32:58,866 - mmaction - INFO - Epoch [58][1080/1147] lr: 1.000e-03, eta: 17:34:00, time: 1.303, data_time: 0.019, memory: 5812, loss_cls: 8.4886, loss: 8.4886, grad_norm: 7.9521 2020-10-24 18:33:24,220 - mmaction - INFO - Epoch [58][1100/1147] lr: 1.000e-03, eta: 17:33:33, time: 1.265, data_time: 0.007, memory: 5812, loss_cls: 8.5919, loss: 8.5919, grad_norm: 7.9186 2020-10-24 18:33:50,036 - mmaction - INFO - Epoch [58][1120/1147] lr: 1.000e-03, eta: 17:33:06, time: 1.299, data_time: 0.009, memory: 5812, loss_cls: 8.4150, loss: 8.4150, grad_norm: 7.8511 2020-10-24 18:34:15,776 - mmaction - INFO - Epoch [58][1140/1147] lr: 1.000e-03, eta: 17:32:40, time: 1.286, data_time: 0.001, memory: 5812, loss_cls: 8.4398, loss: 8.4398, grad_norm: 7.8435 2020-10-24 18:35:11,396 - mmaction - INFO - Epoch [59][20/1147] lr: 1.000e-03, eta: 17:32:14, time: 2.319, data_time: 1.697, memory: 5812, loss_cls: 8.5702, loss: 8.5702, grad_norm: 7.8756 2020-10-24 18:35:38,275 - mmaction - INFO - Epoch [59][40/1147] lr: 1.000e-03, eta: 17:31:48, time: 1.344, data_time: 0.599, memory: 5812, loss_cls: 8.5003, loss: 8.5003, grad_norm: 7.8568 2020-10-24 18:36:04,001 - mmaction - INFO - Epoch [59][60/1147] lr: 1.000e-03, eta: 17:31:21, time: 1.283, data_time: 0.641, memory: 5812, loss_cls: 8.5586, loss: 8.5586, grad_norm: 7.8729 2020-10-24 18:36:30,133 - mmaction - INFO - Epoch [59][80/1147] lr: 1.000e-03, eta: 17:30:55, time: 1.306, data_time: 0.662, memory: 5812, loss_cls: 8.3111, loss: 8.3111, grad_norm: 7.8663 2020-10-24 18:36:55,868 - mmaction - INFO - Epoch [59][100/1147] lr: 1.000e-03, eta: 17:30:28, time: 1.285, data_time: 0.656, memory: 5812, loss_cls: 8.5573, loss: 8.5573, grad_norm: 8.0441 2020-10-24 18:37:21,439 - mmaction - INFO - Epoch [59][120/1147] lr: 1.000e-03, eta: 17:30:02, time: 1.286, data_time: 0.608, memory: 5812, loss_cls: 8.4763, loss: 8.4763, grad_norm: 7.8789 2020-10-24 18:37:46,164 - mmaction - INFO - Epoch [59][140/1147] lr: 1.000e-03, eta: 17:29:34, time: 1.236, data_time: 0.253, memory: 5812, loss_cls: 8.4591, loss: 8.4591, grad_norm: 7.9223 2020-10-24 18:38:12,542 - mmaction - INFO - Epoch [59][160/1147] lr: 1.000e-03, eta: 17:29:08, time: 1.318, data_time: 0.263, memory: 5812, loss_cls: 8.5353, loss: 8.5353, grad_norm: 7.7963 2020-10-24 18:38:38,999 - mmaction - INFO - Epoch [59][180/1147] lr: 1.000e-03, eta: 17:28:42, time: 1.313, data_time: 0.130, memory: 5812, loss_cls: 8.4415, loss: 8.4415, grad_norm: 7.8039 2020-10-24 18:39:04,699 - mmaction - INFO - Epoch [59][200/1147] lr: 1.000e-03, eta: 17:28:15, time: 1.295, data_time: 0.016, memory: 5812, loss_cls: 8.5831, loss: 8.5831, grad_norm: 7.9413 2020-10-24 18:39:31,058 - mmaction - INFO - Epoch [59][220/1147] lr: 1.000e-03, eta: 17:27:49, time: 1.319, data_time: 0.007, memory: 5812, loss_cls: 8.4882, loss: 8.4882, grad_norm: 8.0530 2020-10-24 18:39:57,013 - mmaction - INFO - Epoch [59][240/1147] lr: 1.000e-03, eta: 17:27:23, time: 1.295, data_time: 0.006, memory: 5812, loss_cls: 8.4985, loss: 8.4985, grad_norm: 7.9044 2020-10-24 18:40:23,113 - mmaction - INFO - Epoch [59][260/1147] lr: 1.000e-03, eta: 17:26:56, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 8.5134, loss: 8.5134, grad_norm: 7.8887 2020-10-24 18:40:49,556 - mmaction - INFO - Epoch [59][280/1147] lr: 1.000e-03, eta: 17:26:31, time: 1.326, data_time: 0.008, memory: 5812, loss_cls: 8.3412, loss: 8.3412, grad_norm: 7.8129 2020-10-24 18:41:15,420 - mmaction - INFO - Epoch [59][300/1147] lr: 1.000e-03, eta: 17:26:04, time: 1.291, data_time: 0.007, memory: 5812, loss_cls: 8.3879, loss: 8.3879, grad_norm: 7.8343 2020-10-24 18:41:41,629 - mmaction - INFO - Epoch [59][320/1147] lr: 1.000e-03, eta: 17:25:38, time: 1.316, data_time: 0.006, memory: 5812, loss_cls: 8.5914, loss: 8.5914, grad_norm: 7.9798 2020-10-24 18:42:07,144 - mmaction - INFO - Epoch [59][340/1147] lr: 1.000e-03, eta: 17:25:11, time: 1.272, data_time: 0.008, memory: 5812, loss_cls: 8.6687, loss: 8.6687, grad_norm: 7.9802 2020-10-24 18:42:32,539 - mmaction - INFO - Epoch [59][360/1147] lr: 1.000e-03, eta: 17:24:44, time: 1.273, data_time: 0.008, memory: 5812, loss_cls: 8.5761, loss: 8.5761, grad_norm: 7.8912 2020-10-24 18:42:58,558 - mmaction - INFO - Epoch [59][380/1147] lr: 1.000e-03, eta: 17:24:18, time: 1.298, data_time: 0.003, memory: 5812, loss_cls: 8.5358, loss: 8.5358, grad_norm: 7.8742 2020-10-24 18:43:24,105 - mmaction - INFO - Epoch [59][400/1147] lr: 1.000e-03, eta: 17:23:51, time: 1.277, data_time: 0.007, memory: 5812, loss_cls: 8.4446, loss: 8.4446, grad_norm: 7.7866 2020-10-24 18:43:50,236 - mmaction - INFO - Epoch [59][420/1147] lr: 1.000e-03, eta: 17:23:25, time: 1.309, data_time: 0.011, memory: 5812, loss_cls: 8.4606, loss: 8.4606, grad_norm: 7.9060 2020-10-24 18:44:15,819 - mmaction - INFO - Epoch [59][440/1147] lr: 1.000e-03, eta: 17:22:58, time: 1.274, data_time: 0.004, memory: 5812, loss_cls: 8.4515, loss: 8.4515, grad_norm: 7.8697 2020-10-24 18:44:40,943 - mmaction - INFO - Epoch [59][460/1147] lr: 1.000e-03, eta: 17:22:31, time: 1.258, data_time: 0.010, memory: 5812, loss_cls: 8.4439, loss: 8.4439, grad_norm: 7.9429 2020-10-24 18:45:05,821 - mmaction - INFO - Epoch [59][480/1147] lr: 1.000e-03, eta: 17:22:03, time: 1.249, data_time: 0.007, memory: 5812, loss_cls: 8.4867, loss: 8.4867, grad_norm: 7.9792 2020-10-24 18:45:30,920 - mmaction - INFO - Epoch [59][500/1147] lr: 1.000e-03, eta: 17:21:36, time: 1.255, data_time: 0.264, memory: 5812, loss_cls: 8.4174, loss: 8.4174, grad_norm: 7.9630 2020-10-24 18:45:57,168 - mmaction - INFO - Epoch [59][520/1147] lr: 1.000e-03, eta: 17:21:10, time: 1.302, data_time: 0.647, memory: 5812, loss_cls: 8.4275, loss: 8.4275, grad_norm: 8.0751 2020-10-24 18:46:23,957 - mmaction - INFO - Epoch [59][540/1147] lr: 1.000e-03, eta: 17:20:44, time: 1.341, data_time: 0.761, memory: 5812, loss_cls: 8.3274, loss: 8.3274, grad_norm: 7.9892 2020-10-24 18:46:50,501 - mmaction - INFO - Epoch [59][560/1147] lr: 1.000e-03, eta: 17:20:18, time: 1.330, data_time: 0.670, memory: 5812, loss_cls: 8.4585, loss: 8.4585, grad_norm: 7.9063 2020-10-24 18:47:16,439 - mmaction - INFO - Epoch [59][580/1147] lr: 1.000e-03, eta: 17:19:52, time: 1.301, data_time: 0.676, memory: 5812, loss_cls: 8.6363, loss: 8.6363, grad_norm: 7.9780 2020-10-24 18:47:42,372 - mmaction - INFO - Epoch [59][600/1147] lr: 1.000e-03, eta: 17:19:25, time: 1.298, data_time: 0.586, memory: 5812, loss_cls: 8.5134, loss: 8.5134, grad_norm: 7.8337 2020-10-24 18:48:08,739 - mmaction - INFO - Epoch [59][620/1147] lr: 1.000e-03, eta: 17:18:59, time: 1.318, data_time: 0.494, memory: 5812, loss_cls: 8.6347, loss: 8.6347, grad_norm: 8.0255 2020-10-24 18:48:35,375 - mmaction - INFO - Epoch [59][640/1147] lr: 1.000e-03, eta: 17:18:33, time: 1.333, data_time: 0.313, memory: 5812, loss_cls: 8.4427, loss: 8.4427, grad_norm: 7.8593 2020-10-24 18:49:01,023 - mmaction - INFO - Epoch [59][660/1147] lr: 1.000e-03, eta: 17:18:07, time: 1.281, data_time: 0.254, memory: 5812, loss_cls: 8.5172, loss: 8.5172, grad_norm: 8.0576 2020-10-24 18:49:27,316 - mmaction - INFO - Epoch [59][680/1147] lr: 1.000e-03, eta: 17:17:40, time: 1.315, data_time: 0.279, memory: 5812, loss_cls: 8.7364, loss: 8.7364, grad_norm: 7.9629 2020-10-24 18:49:53,969 - mmaction - INFO - Epoch [59][700/1147] lr: 1.000e-03, eta: 17:17:15, time: 1.334, data_time: 0.176, memory: 5812, loss_cls: 8.4415, loss: 8.4415, grad_norm: 7.7821 2020-10-24 18:50:20,219 - mmaction - INFO - Epoch [59][720/1147] lr: 1.000e-03, eta: 17:16:48, time: 1.312, data_time: 0.004, memory: 5812, loss_cls: 8.4995, loss: 8.4995, grad_norm: 7.8962 2020-10-24 18:50:46,542 - mmaction - INFO - Epoch [59][740/1147] lr: 1.000e-03, eta: 17:16:22, time: 1.314, data_time: 0.005, memory: 5812, loss_cls: 8.3465, loss: 8.3465, grad_norm: 7.9051 2020-10-24 18:51:11,880 - mmaction - INFO - Epoch [59][760/1147] lr: 1.000e-03, eta: 17:15:55, time: 1.271, data_time: 0.006, memory: 5812, loss_cls: 8.5793, loss: 8.5793, grad_norm: 7.9713 2020-10-24 18:51:37,698 - mmaction - INFO - Epoch [59][780/1147] lr: 1.000e-03, eta: 17:15:29, time: 1.286, data_time: 0.002, memory: 5812, loss_cls: 8.3980, loss: 8.3980, grad_norm: 7.8743 2020-10-24 18:52:04,044 - mmaction - INFO - Epoch [59][800/1147] lr: 1.000e-03, eta: 17:15:03, time: 1.321, data_time: 0.007, memory: 5812, loss_cls: 8.6272, loss: 8.6272, grad_norm: 8.0606 2020-10-24 18:52:29,758 - mmaction - INFO - Epoch [59][820/1147] lr: 1.000e-03, eta: 17:14:36, time: 1.274, data_time: 0.003, memory: 5812, loss_cls: 8.5479, loss: 8.5479, grad_norm: 7.8852 2020-10-24 18:52:56,246 - mmaction - INFO - Epoch [59][840/1147] lr: 1.000e-03, eta: 17:14:10, time: 1.332, data_time: 0.015, memory: 5812, loss_cls: 8.4418, loss: 8.4418, grad_norm: 7.7672 2020-10-24 18:53:21,605 - mmaction - INFO - Epoch [59][860/1147] lr: 1.000e-03, eta: 17:13:43, time: 1.269, data_time: 0.006, memory: 5812, loss_cls: 8.5654, loss: 8.5654, grad_norm: 7.8917 2020-10-24 18:53:47,834 - mmaction - INFO - Epoch [59][880/1147] lr: 1.000e-03, eta: 17:13:17, time: 1.315, data_time: 0.006, memory: 5812, loss_cls: 8.3953, loss: 8.3953, grad_norm: 8.0246 2020-10-24 18:54:13,851 - mmaction - INFO - Epoch [59][900/1147] lr: 1.000e-03, eta: 17:12:50, time: 1.290, data_time: 0.005, memory: 5812, loss_cls: 8.5134, loss: 8.5134, grad_norm: 8.0195 2020-10-24 18:54:39,418 - mmaction - INFO - Epoch [59][920/1147] lr: 1.000e-03, eta: 17:12:24, time: 1.288, data_time: 0.014, memory: 5812, loss_cls: 8.4514, loss: 8.4514, grad_norm: 7.8347 2020-10-24 18:55:05,806 - mmaction - INFO - Epoch [59][940/1147] lr: 1.000e-03, eta: 17:11:57, time: 1.310, data_time: 0.004, memory: 5812, loss_cls: 8.4949, loss: 8.4949, grad_norm: 7.7531 2020-10-24 18:55:30,638 - mmaction - INFO - Epoch [59][960/1147] lr: 1.000e-03, eta: 17:11:30, time: 1.252, data_time: 0.013, memory: 5812, loss_cls: 8.4396, loss: 8.4396, grad_norm: 7.9703 2020-10-24 18:55:56,687 - mmaction - INFO - Epoch [59][980/1147] lr: 1.000e-03, eta: 17:11:04, time: 1.300, data_time: 0.002, memory: 5812, loss_cls: 8.6147, loss: 8.6147, grad_norm: 8.0071 2020-10-24 18:56:22,640 - mmaction - INFO - Epoch [59][1000/1147] lr: 1.000e-03, eta: 17:10:37, time: 1.300, data_time: 0.006, memory: 5812, loss_cls: 8.5267, loss: 8.5267, grad_norm: 7.9028 2020-10-24 18:56:48,938 - mmaction - INFO - Epoch [59][1020/1147] lr: 1.000e-03, eta: 17:10:11, time: 1.311, data_time: 0.003, memory: 5812, loss_cls: 8.5633, loss: 8.5633, grad_norm: 8.0106 2020-10-24 18:57:14,416 - mmaction - INFO - Epoch [59][1040/1147] lr: 1.000e-03, eta: 17:09:44, time: 1.272, data_time: 0.007, memory: 5812, loss_cls: 8.2744, loss: 8.2744, grad_norm: 7.7505 2020-10-24 18:57:40,459 - mmaction - INFO - Epoch [59][1060/1147] lr: 1.000e-03, eta: 17:09:18, time: 1.302, data_time: 0.009, memory: 5812, loss_cls: 8.5813, loss: 8.5813, grad_norm: 8.0303 2020-10-24 18:58:07,190 - mmaction - INFO - Epoch [59][1080/1147] lr: 1.000e-03, eta: 17:08:52, time: 1.337, data_time: 0.008, memory: 5812, loss_cls: 8.4933, loss: 8.4933, grad_norm: 7.8931 2020-10-24 18:58:33,057 - mmaction - INFO - Epoch [59][1100/1147] lr: 1.000e-03, eta: 17:08:26, time: 1.295, data_time: 0.008, memory: 5812, loss_cls: 8.5925, loss: 8.5925, grad_norm: 7.8412 2020-10-24 18:58:59,013 - mmaction - INFO - Epoch [59][1120/1147] lr: 1.000e-03, eta: 17:07:59, time: 1.293, data_time: 0.009, memory: 5812, loss_cls: 8.4611, loss: 8.4611, grad_norm: 7.8773 2020-10-24 18:59:24,562 - mmaction - INFO - Epoch [59][1140/1147] lr: 1.000e-03, eta: 17:07:32, time: 1.278, data_time: 0.011, memory: 5812, loss_cls: 8.3595, loss: 8.3595, grad_norm: 7.8214 2020-10-24 19:00:19,109 - mmaction - INFO - Epoch [60][20/1147] lr: 1.000e-03, eta: 17:07:06, time: 2.302, data_time: 1.122, memory: 5812, loss_cls: 8.4386, loss: 8.4386, grad_norm: 7.9930 2020-10-24 19:00:47,325 - mmaction - INFO - Epoch [60][40/1147] lr: 1.000e-03, eta: 17:06:41, time: 1.406, data_time: 0.317, memory: 5812, loss_cls: 8.4123, loss: 8.4123, grad_norm: 8.0259 2020-10-24 19:01:13,858 - mmaction - INFO - Epoch [60][60/1147] lr: 1.000e-03, eta: 17:06:15, time: 1.330, data_time: 0.686, memory: 5812, loss_cls: 8.4065, loss: 8.4065, grad_norm: 7.8863 2020-10-24 19:01:39,992 - mmaction - INFO - Epoch [60][80/1147] lr: 1.000e-03, eta: 17:05:49, time: 1.302, data_time: 0.664, memory: 5812, loss_cls: 8.3889, loss: 8.3889, grad_norm: 7.8730 2020-10-24 19:02:05,912 - mmaction - INFO - Epoch [60][100/1147] lr: 1.000e-03, eta: 17:05:23, time: 1.299, data_time: 0.667, memory: 5812, loss_cls: 8.6192, loss: 8.6192, grad_norm: 8.1124 2020-10-24 19:02:32,006 - mmaction - INFO - Epoch [60][120/1147] lr: 1.000e-03, eta: 17:04:56, time: 1.303, data_time: 0.646, memory: 5812, loss_cls: 8.4226, loss: 8.4226, grad_norm: 7.8915 2020-10-24 19:02:58,472 - mmaction - INFO - Epoch [60][140/1147] lr: 1.000e-03, eta: 17:04:30, time: 1.324, data_time: 0.672, memory: 5812, loss_cls: 8.4191, loss: 8.4191, grad_norm: 7.9902 2020-10-24 19:03:24,401 - mmaction - INFO - Epoch [60][160/1147] lr: 1.000e-03, eta: 17:04:04, time: 1.298, data_time: 0.684, memory: 5812, loss_cls: 8.2064, loss: 8.2064, grad_norm: 7.9212 2020-10-24 19:03:50,252 - mmaction - INFO - Epoch [60][180/1147] lr: 1.000e-03, eta: 17:03:37, time: 1.294, data_time: 0.681, memory: 5812, loss_cls: 8.4666, loss: 8.4666, grad_norm: 7.9241 2020-10-24 19:04:16,208 - mmaction - INFO - Epoch [60][200/1147] lr: 1.000e-03, eta: 17:03:11, time: 1.293, data_time: 0.635, memory: 5812, loss_cls: 8.4072, loss: 8.4072, grad_norm: 7.8602 2020-10-24 19:04:42,295 - mmaction - INFO - Epoch [60][220/1147] lr: 1.000e-03, eta: 17:02:44, time: 1.299, data_time: 0.683, memory: 5812, loss_cls: 8.5385, loss: 8.5385, grad_norm: 7.8929 2020-10-24 19:05:07,450 - mmaction - INFO - Epoch [60][240/1147] lr: 1.000e-03, eta: 17:02:17, time: 1.268, data_time: 0.640, memory: 5812, loss_cls: 8.3869, loss: 8.3869, grad_norm: 7.9957 2020-10-24 19:05:33,710 - mmaction - INFO - Epoch [60][260/1147] lr: 1.000e-03, eta: 17:01:51, time: 1.301, data_time: 0.664, memory: 5812, loss_cls: 8.4791, loss: 8.4791, grad_norm: 7.9301 2020-10-24 19:05:59,718 - mmaction - INFO - Epoch [60][280/1147] lr: 1.000e-03, eta: 17:01:25, time: 1.305, data_time: 0.689, memory: 5812, loss_cls: 8.3785, loss: 8.3785, grad_norm: 7.9378 2020-10-24 19:06:25,201 - mmaction - INFO - Epoch [60][300/1147] lr: 1.000e-03, eta: 17:00:58, time: 1.280, data_time: 0.668, memory: 5812, loss_cls: 8.5606, loss: 8.5606, grad_norm: 7.9524 2020-10-24 19:06:51,043 - mmaction - INFO - Epoch [60][320/1147] lr: 1.000e-03, eta: 17:00:31, time: 1.291, data_time: 0.663, memory: 5812, loss_cls: 8.4806, loss: 8.4806, grad_norm: 7.8159 2020-10-24 19:07:16,759 - mmaction - INFO - Epoch [60][340/1147] lr: 1.000e-03, eta: 17:00:05, time: 1.286, data_time: 0.670, memory: 5812, loss_cls: 8.5351, loss: 8.5351, grad_norm: 8.1323 2020-10-24 19:07:42,744 - mmaction - INFO - Epoch [60][360/1147] lr: 1.000e-03, eta: 16:59:38, time: 1.291, data_time: 0.675, memory: 5812, loss_cls: 8.6914, loss: 8.6914, grad_norm: 8.0702 2020-10-24 19:08:08,218 - mmaction - INFO - Epoch [60][380/1147] lr: 1.000e-03, eta: 16:59:12, time: 1.284, data_time: 0.663, memory: 5812, loss_cls: 8.4892, loss: 8.4892, grad_norm: 7.9583 2020-10-24 19:08:34,257 - mmaction - INFO - Epoch [60][400/1147] lr: 1.000e-03, eta: 16:58:45, time: 1.298, data_time: 0.679, memory: 5812, loss_cls: 8.6291, loss: 8.6291, grad_norm: 8.0765 2020-10-24 19:08:59,891 - mmaction - INFO - Epoch [60][420/1147] lr: 1.000e-03, eta: 16:58:19, time: 1.282, data_time: 0.673, memory: 5812, loss_cls: 8.2241, loss: 8.2241, grad_norm: 8.0328 2020-10-24 19:09:25,593 - mmaction - INFO - Epoch [60][440/1147] lr: 1.000e-03, eta: 16:57:52, time: 1.284, data_time: 0.673, memory: 5812, loss_cls: 8.4623, loss: 8.4623, grad_norm: 7.9499 2020-10-24 19:09:51,130 - mmaction - INFO - Epoch [60][460/1147] lr: 1.000e-03, eta: 16:57:25, time: 1.277, data_time: 0.659, memory: 5812, loss_cls: 8.4299, loss: 8.4299, grad_norm: 7.9513 2020-10-24 19:10:16,440 - mmaction - INFO - Epoch [60][480/1147] lr: 1.000e-03, eta: 16:56:58, time: 1.270, data_time: 0.636, memory: 5812, loss_cls: 8.5156, loss: 8.5156, grad_norm: 8.1801 2020-10-24 19:10:42,162 - mmaction - INFO - Epoch [60][500/1147] lr: 1.000e-03, eta: 16:56:31, time: 1.281, data_time: 0.653, memory: 5812, loss_cls: 8.4676, loss: 8.4676, grad_norm: 7.9806 2020-10-24 19:11:07,812 - mmaction - INFO - Epoch [60][520/1147] lr: 1.000e-03, eta: 16:56:05, time: 1.273, data_time: 0.662, memory: 5812, loss_cls: 8.3991, loss: 8.3991, grad_norm: 8.0309 2020-10-24 19:11:33,266 - mmaction - INFO - Epoch [60][540/1147] lr: 1.000e-03, eta: 16:55:38, time: 1.280, data_time: 0.665, memory: 5812, loss_cls: 8.4835, loss: 8.4835, grad_norm: 8.0255 2020-10-24 19:11:59,155 - mmaction - INFO - Epoch [60][560/1147] lr: 1.000e-03, eta: 16:55:12, time: 1.300, data_time: 0.660, memory: 5812, loss_cls: 8.3688, loss: 8.3688, grad_norm: 7.9625 2020-10-24 19:12:25,229 - mmaction - INFO - Epoch [60][580/1147] lr: 1.000e-03, eta: 16:54:45, time: 1.301, data_time: 0.653, memory: 5812, loss_cls: 8.4195, loss: 8.4195, grad_norm: 7.8311 2020-10-24 19:12:50,995 - mmaction - INFO - Epoch [60][600/1147] lr: 1.000e-03, eta: 16:54:19, time: 1.285, data_time: 0.667, memory: 5812, loss_cls: 8.5552, loss: 8.5552, grad_norm: 8.0081 2020-10-24 19:13:16,540 - mmaction - INFO - Epoch [60][620/1147] lr: 1.000e-03, eta: 16:53:52, time: 1.277, data_time: 0.648, memory: 5812, loss_cls: 8.4545, loss: 8.4545, grad_norm: 7.9787 2020-10-24 19:13:42,905 - mmaction - INFO - Epoch [60][640/1147] lr: 1.000e-03, eta: 16:53:26, time: 1.316, data_time: 0.701, memory: 5812, loss_cls: 8.4558, loss: 8.4558, grad_norm: 7.9729 2020-10-24 19:14:08,243 - mmaction - INFO - Epoch [60][660/1147] lr: 1.000e-03, eta: 16:52:59, time: 1.265, data_time: 0.638, memory: 5812, loss_cls: 8.4854, loss: 8.4854, grad_norm: 7.9548 2020-10-24 19:14:34,247 - mmaction - INFO - Epoch [60][680/1147] lr: 1.000e-03, eta: 16:52:32, time: 1.309, data_time: 0.690, memory: 5812, loss_cls: 8.7527, loss: 8.7527, grad_norm: 8.1952 2020-10-24 19:14:59,870 - mmaction - INFO - Epoch [60][700/1147] lr: 1.000e-03, eta: 16:52:06, time: 1.275, data_time: 0.672, memory: 5812, loss_cls: 8.4233, loss: 8.4233, grad_norm: 7.8004 2020-10-24 19:15:25,803 - mmaction - INFO - Epoch [60][720/1147] lr: 1.000e-03, eta: 16:51:39, time: 1.299, data_time: 0.670, memory: 5812, loss_cls: 8.4055, loss: 8.4055, grad_norm: 7.8847 2020-10-24 19:15:51,435 - mmaction - INFO - Epoch [60][740/1147] lr: 1.000e-03, eta: 16:51:13, time: 1.287, data_time: 0.638, memory: 5812, loss_cls: 8.7788, loss: 8.7788, grad_norm: 8.0323 2020-10-24 19:16:17,256 - mmaction - INFO - Epoch [60][760/1147] lr: 1.000e-03, eta: 16:50:46, time: 1.289, data_time: 0.669, memory: 5812, loss_cls: 8.5445, loss: 8.5445, grad_norm: 7.9642 2020-10-24 19:16:42,712 - mmaction - INFO - Epoch [60][780/1147] lr: 1.000e-03, eta: 16:50:19, time: 1.273, data_time: 0.625, memory: 5812, loss_cls: 8.3083, loss: 8.3083, grad_norm: 8.0543 2020-10-24 19:17:08,282 - mmaction - INFO - Epoch [60][800/1147] lr: 1.000e-03, eta: 16:49:52, time: 1.271, data_time: 0.645, memory: 5812, loss_cls: 8.5644, loss: 8.5644, grad_norm: 7.9494 2020-10-24 19:17:34,038 - mmaction - INFO - Epoch [60][820/1147] lr: 1.000e-03, eta: 16:49:26, time: 1.297, data_time: 0.654, memory: 5812, loss_cls: 8.6036, loss: 8.6036, grad_norm: 7.8911 2020-10-24 19:17:59,542 - mmaction - INFO - Epoch [60][840/1147] lr: 1.000e-03, eta: 16:48:59, time: 1.269, data_time: 0.635, memory: 5812, loss_cls: 8.5180, loss: 8.5180, grad_norm: 8.0330 2020-10-24 19:18:25,462 - mmaction - INFO - Epoch [60][860/1147] lr: 1.000e-03, eta: 16:48:32, time: 1.292, data_time: 0.685, memory: 5812, loss_cls: 8.5505, loss: 8.5505, grad_norm: 8.0630 2020-10-24 19:18:51,489 - mmaction - INFO - Epoch [60][880/1147] lr: 1.000e-03, eta: 16:48:06, time: 1.311, data_time: 0.723, memory: 5812, loss_cls: 8.3415, loss: 8.3415, grad_norm: 7.9134 2020-10-24 19:19:17,377 - mmaction - INFO - Epoch [60][900/1147] lr: 1.000e-03, eta: 16:47:40, time: 1.293, data_time: 0.681, memory: 5812, loss_cls: 8.4383, loss: 8.4383, grad_norm: 8.0772 2020-10-24 19:19:43,718 - mmaction - INFO - Epoch [60][920/1147] lr: 1.000e-03, eta: 16:47:14, time: 1.308, data_time: 0.691, memory: 5812, loss_cls: 8.2605, loss: 8.2605, grad_norm: 8.1701 2020-10-24 19:20:10,242 - mmaction - INFO - Epoch [60][940/1147] lr: 1.000e-03, eta: 16:46:48, time: 1.334, data_time: 0.729, memory: 5812, loss_cls: 8.4220, loss: 8.4220, grad_norm: 8.0130 2020-10-24 19:20:36,437 - mmaction - INFO - Epoch [60][960/1147] lr: 1.000e-03, eta: 16:46:21, time: 1.306, data_time: 0.689, memory: 5812, loss_cls: 8.7018, loss: 8.7018, grad_norm: 8.0850 2020-10-24 19:21:01,989 - mmaction - INFO - Epoch [60][980/1147] lr: 1.000e-03, eta: 16:45:55, time: 1.285, data_time: 0.671, memory: 5812, loss_cls: 8.4451, loss: 8.4451, grad_norm: 8.0051 2020-10-24 19:21:27,859 - mmaction - INFO - Epoch [60][1000/1147] lr: 1.000e-03, eta: 16:45:28, time: 1.283, data_time: 0.707, memory: 5812, loss_cls: 8.4528, loss: 8.4528, grad_norm: 8.0460 2020-10-24 19:21:54,154 - mmaction - INFO - Epoch [60][1020/1147] lr: 1.000e-03, eta: 16:45:02, time: 1.323, data_time: 0.740, memory: 5812, loss_cls: 8.4346, loss: 8.4346, grad_norm: 7.8735 2020-10-24 19:22:20,451 - mmaction - INFO - Epoch [60][1040/1147] lr: 1.000e-03, eta: 16:44:36, time: 1.303, data_time: 0.713, memory: 5812, loss_cls: 8.4733, loss: 8.4733, grad_norm: 7.9378 2020-10-24 19:22:46,804 - mmaction - INFO - Epoch [60][1060/1147] lr: 1.000e-03, eta: 16:44:10, time: 1.325, data_time: 0.725, memory: 5812, loss_cls: 8.5902, loss: 8.5902, grad_norm: 8.0616 2020-10-24 19:23:12,980 - mmaction - INFO - Epoch [60][1080/1147] lr: 1.000e-03, eta: 16:43:43, time: 1.303, data_time: 0.639, memory: 5812, loss_cls: 8.4875, loss: 8.4875, grad_norm: 7.9362 2020-10-24 19:23:38,826 - mmaction - INFO - Epoch [60][1100/1147] lr: 1.000e-03, eta: 16:43:17, time: 1.304, data_time: 0.545, memory: 5812, loss_cls: 8.3936, loss: 8.3936, grad_norm: 7.9931 2020-10-24 19:24:04,597 - mmaction - INFO - Epoch [60][1120/1147] lr: 1.000e-03, eta: 16:42:51, time: 1.288, data_time: 0.276, memory: 5812, loss_cls: 8.7032, loss: 8.7032, grad_norm: 8.1238 2020-10-24 19:24:30,929 - mmaction - INFO - Epoch [60][1140/1147] lr: 1.000e-03, eta: 16:42:24, time: 1.310, data_time: 0.248, memory: 5812, loss_cls: 8.4228, loss: 8.4228, grad_norm: 7.9046 2020-10-24 19:24:39,768 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-10-24 19:26:46,270 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 19:26:46,892 - mmaction - INFO - mean_average_precision 0.4565 2020-10-24 19:26:46,906 - mmaction - INFO - Epoch(val) [60][1147] mean_average_precision: 0.4565 2020-10-24 19:27:22,646 - mmaction - INFO - Epoch [61][20/1147] lr: 1.000e-03, eta: 16:41:49, time: 1.786, data_time: 1.116, memory: 5812, loss_cls: 8.3648, loss: 8.3648, grad_norm: 7.9012 2020-10-24 19:27:50,995 - mmaction - INFO - Epoch [61][40/1147] lr: 1.000e-03, eta: 16:41:25, time: 1.418, data_time: 0.214, memory: 5812, loss_cls: 8.5349, loss: 8.5349, grad_norm: 7.9749 2020-10-24 19:28:18,138 - mmaction - INFO - Epoch [61][60/1147] lr: 1.000e-03, eta: 16:40:59, time: 1.356, data_time: 0.001, memory: 5812, loss_cls: 8.4932, loss: 8.4932, grad_norm: 7.8616 2020-10-24 19:28:45,015 - mmaction - INFO - Epoch [61][80/1147] lr: 1.000e-03, eta: 16:40:34, time: 1.345, data_time: 0.008, memory: 5812, loss_cls: 8.3610, loss: 8.3610, grad_norm: 7.8765 2020-10-24 19:29:11,828 - mmaction - INFO - Epoch [61][100/1147] lr: 1.000e-03, eta: 16:40:08, time: 1.335, data_time: 0.002, memory: 5812, loss_cls: 8.3240, loss: 8.3240, grad_norm: 7.9366 2020-10-24 19:29:37,806 - mmaction - INFO - Epoch [61][120/1147] lr: 1.000e-03, eta: 16:39:41, time: 1.299, data_time: 0.008, memory: 5812, loss_cls: 8.5640, loss: 8.5640, grad_norm: 8.0326 2020-10-24 19:30:03,705 - mmaction - INFO - Epoch [61][140/1147] lr: 1.000e-03, eta: 16:39:15, time: 1.293, data_time: 0.007, memory: 5812, loss_cls: 8.4075, loss: 8.4075, grad_norm: 7.9046 2020-10-24 19:30:29,974 - mmaction - INFO - Epoch [61][160/1147] lr: 1.000e-03, eta: 16:38:49, time: 1.321, data_time: 0.009, memory: 5812, loss_cls: 8.5787, loss: 8.5787, grad_norm: 8.1116 2020-10-24 19:30:56,253 - mmaction - INFO - Epoch [61][180/1147] lr: 1.000e-03, eta: 16:38:22, time: 1.304, data_time: 0.001, memory: 5812, loss_cls: 8.5777, loss: 8.5777, grad_norm: 8.0071 2020-10-24 19:31:22,462 - mmaction - INFO - Epoch [61][200/1147] lr: 1.000e-03, eta: 16:37:56, time: 1.316, data_time: 0.012, memory: 5812, loss_cls: 8.4948, loss: 8.4948, grad_norm: 7.9677 2020-10-24 19:31:48,866 - mmaction - INFO - Epoch [61][220/1147] lr: 1.000e-03, eta: 16:37:30, time: 1.320, data_time: 0.013, memory: 5812, loss_cls: 8.5159, loss: 8.5159, grad_norm: 8.0682 2020-10-24 19:32:14,594 - mmaction - INFO - Epoch [61][240/1147] lr: 1.000e-03, eta: 16:37:04, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 8.3514, loss: 8.3514, grad_norm: 7.9791 2020-10-24 19:32:40,684 - mmaction - INFO - Epoch [61][260/1147] lr: 1.000e-03, eta: 16:36:37, time: 1.292, data_time: 0.002, memory: 5812, loss_cls: 8.4551, loss: 8.4551, grad_norm: 8.0326 2020-10-24 19:33:06,319 - mmaction - INFO - Epoch [61][280/1147] lr: 1.000e-03, eta: 16:36:11, time: 1.289, data_time: 0.014, memory: 5812, loss_cls: 8.4325, loss: 8.4325, grad_norm: 8.0708 2020-10-24 19:33:32,146 - mmaction - INFO - Epoch [61][300/1147] lr: 1.000e-03, eta: 16:35:44, time: 1.294, data_time: 0.007, memory: 5812, loss_cls: 8.3014, loss: 8.3014, grad_norm: 7.9606 2020-10-24 19:33:57,432 - mmaction - INFO - Epoch [61][320/1147] lr: 1.000e-03, eta: 16:35:17, time: 1.262, data_time: 0.006, memory: 5812, loss_cls: 8.3180, loss: 8.3180, grad_norm: 8.1065 2020-10-24 19:34:23,398 - mmaction - INFO - Epoch [61][340/1147] lr: 1.000e-03, eta: 16:34:51, time: 1.300, data_time: 0.006, memory: 5812, loss_cls: 8.5556, loss: 8.5556, grad_norm: 8.1571 2020-10-24 19:34:49,423 - mmaction - INFO - Epoch [61][360/1147] lr: 1.000e-03, eta: 16:34:24, time: 1.297, data_time: 0.007, memory: 5812, loss_cls: 8.4901, loss: 8.4901, grad_norm: 8.0367 2020-10-24 19:35:15,166 - mmaction - INFO - Epoch [61][380/1147] lr: 1.000e-03, eta: 16:33:58, time: 1.283, data_time: 0.010, memory: 5812, loss_cls: 8.5040, loss: 8.5040, grad_norm: 8.0176 2020-10-24 19:35:40,893 - mmaction - INFO - Epoch [61][400/1147] lr: 1.000e-03, eta: 16:33:31, time: 1.298, data_time: 0.014, memory: 5812, loss_cls: 8.5010, loss: 8.5010, grad_norm: 7.8845 2020-10-24 19:36:05,851 - mmaction - INFO - Epoch [61][420/1147] lr: 1.000e-03, eta: 16:33:04, time: 1.248, data_time: 0.003, memory: 5812, loss_cls: 8.3679, loss: 8.3679, grad_norm: 7.8974 2020-10-24 19:36:32,368 - mmaction - INFO - Epoch [61][440/1147] lr: 1.000e-03, eta: 16:32:38, time: 1.319, data_time: 0.002, memory: 5812, loss_cls: 8.4905, loss: 8.4905, grad_norm: 8.0710 2020-10-24 19:36:58,403 - mmaction - INFO - Epoch [61][460/1147] lr: 1.000e-03, eta: 16:32:12, time: 1.300, data_time: 0.010, memory: 5812, loss_cls: 8.4938, loss: 8.4938, grad_norm: 7.8605 2020-10-24 19:37:23,905 - mmaction - INFO - Epoch [61][480/1147] lr: 1.000e-03, eta: 16:31:45, time: 1.283, data_time: 0.010, memory: 5812, loss_cls: 8.5464, loss: 8.5464, grad_norm: 8.0211 2020-10-24 19:37:49,949 - mmaction - INFO - Epoch [61][500/1147] lr: 1.000e-03, eta: 16:31:19, time: 1.298, data_time: 0.003, memory: 5812, loss_cls: 8.3388, loss: 8.3388, grad_norm: 8.0122 2020-10-24 19:38:16,202 - mmaction - INFO - Epoch [61][520/1147] lr: 1.000e-03, eta: 16:30:52, time: 1.313, data_time: 0.008, memory: 5812, loss_cls: 8.4779, loss: 8.4779, grad_norm: 8.0534 2020-10-24 19:38:41,649 - mmaction - INFO - Epoch [61][540/1147] lr: 1.000e-03, eta: 16:30:26, time: 1.273, data_time: 0.008, memory: 5812, loss_cls: 8.6256, loss: 8.6256, grad_norm: 7.9609 2020-10-24 19:39:07,623 - mmaction - INFO - Epoch [61][560/1147] lr: 1.000e-03, eta: 16:29:59, time: 1.298, data_time: 0.005, memory: 5812, loss_cls: 8.4140, loss: 8.4140, grad_norm: 7.7968 2020-10-24 19:39:33,655 - mmaction - INFO - Epoch [61][580/1147] lr: 1.000e-03, eta: 16:29:33, time: 1.300, data_time: 0.006, memory: 5812, loss_cls: 8.4510, loss: 8.4510, grad_norm: 8.0902 2020-10-24 19:40:00,151 - mmaction - INFO - Epoch [61][600/1147] lr: 1.000e-03, eta: 16:29:07, time: 1.327, data_time: 0.007, memory: 5812, loss_cls: 8.5894, loss: 8.5894, grad_norm: 8.0826 2020-10-24 19:40:25,940 - mmaction - INFO - Epoch [61][620/1147] lr: 1.000e-03, eta: 16:28:40, time: 1.284, data_time: 0.005, memory: 5812, loss_cls: 8.5914, loss: 8.5914, grad_norm: 8.0171 2020-10-24 19:40:51,515 - mmaction - INFO - Epoch [61][640/1147] lr: 1.000e-03, eta: 16:28:13, time: 1.280, data_time: 0.012, memory: 5812, loss_cls: 8.3603, loss: 8.3603, grad_norm: 8.0679 2020-10-24 19:41:17,649 - mmaction - INFO - Epoch [61][660/1147] lr: 1.000e-03, eta: 16:27:47, time: 1.310, data_time: 0.014, memory: 5812, loss_cls: 8.3648, loss: 8.3648, grad_norm: 8.0654 2020-10-24 19:41:43,392 - mmaction - INFO - Epoch [61][680/1147] lr: 1.000e-03, eta: 16:27:21, time: 1.285, data_time: 0.005, memory: 5812, loss_cls: 8.4837, loss: 8.4837, grad_norm: 8.0670 2020-10-24 19:42:08,688 - mmaction - INFO - Epoch [61][700/1147] lr: 1.000e-03, eta: 16:26:54, time: 1.269, data_time: 0.007, memory: 5812, loss_cls: 8.3940, loss: 8.3940, grad_norm: 8.1657 2020-10-24 19:42:34,582 - mmaction - INFO - Epoch [61][720/1147] lr: 1.000e-03, eta: 16:26:27, time: 1.291, data_time: 0.005, memory: 5812, loss_cls: 8.5057, loss: 8.5057, grad_norm: 8.0148 2020-10-24 19:43:00,968 - mmaction - INFO - Epoch [61][740/1147] lr: 1.000e-03, eta: 16:26:01, time: 1.324, data_time: 0.007, memory: 5812, loss_cls: 8.4040, loss: 8.4040, grad_norm: 8.0614 2020-10-24 19:43:26,246 - mmaction - INFO - Epoch [61][760/1147] lr: 1.000e-03, eta: 16:25:34, time: 1.264, data_time: 0.004, memory: 5812, loss_cls: 8.2706, loss: 8.2706, grad_norm: 8.0041 2020-10-24 19:43:52,392 - mmaction - INFO - Epoch [61][780/1147] lr: 1.000e-03, eta: 16:25:08, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 8.5599, loss: 8.5599, grad_norm: 8.0365 2020-10-24 19:44:17,631 - mmaction - INFO - Epoch [61][800/1147] lr: 1.000e-03, eta: 16:24:41, time: 1.260, data_time: 0.012, memory: 5812, loss_cls: 8.4701, loss: 8.4701, grad_norm: 8.1522 2020-10-24 19:44:43,236 - mmaction - INFO - Epoch [61][820/1147] lr: 1.000e-03, eta: 16:24:14, time: 1.290, data_time: 0.012, memory: 5812, loss_cls: 8.4108, loss: 8.4108, grad_norm: 7.9649 2020-10-24 19:45:09,294 - mmaction - INFO - Epoch [61][840/1147] lr: 1.000e-03, eta: 16:23:48, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 8.4869, loss: 8.4869, grad_norm: 8.2583 2020-10-24 19:45:35,239 - mmaction - INFO - Epoch [61][860/1147] lr: 1.000e-03, eta: 16:23:21, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 8.4124, loss: 8.4124, grad_norm: 8.0513 2020-10-24 19:46:01,089 - mmaction - INFO - Epoch [61][880/1147] lr: 1.000e-03, eta: 16:22:55, time: 1.297, data_time: 0.015, memory: 5812, loss_cls: 8.4910, loss: 8.4910, grad_norm: 8.0961 2020-10-24 19:46:26,934 - mmaction - INFO - Epoch [61][900/1147] lr: 1.000e-03, eta: 16:22:29, time: 1.301, data_time: 0.012, memory: 5812, loss_cls: 8.5833, loss: 8.5833, grad_norm: 8.1887 2020-10-24 19:46:52,640 - mmaction - INFO - Epoch [61][920/1147] lr: 1.000e-03, eta: 16:22:02, time: 1.279, data_time: 0.001, memory: 5812, loss_cls: 8.5144, loss: 8.5144, grad_norm: 8.1863 2020-10-24 19:47:18,439 - mmaction - INFO - Epoch [61][940/1147] lr: 1.000e-03, eta: 16:21:35, time: 1.293, data_time: 0.010, memory: 5812, loss_cls: 8.2741, loss: 8.2741, grad_norm: 7.9942 2020-10-24 19:47:43,881 - mmaction - INFO - Epoch [61][960/1147] lr: 1.000e-03, eta: 16:21:09, time: 1.271, data_time: 0.007, memory: 5812, loss_cls: 8.6053, loss: 8.6053, grad_norm: 8.0259 2020-10-24 19:48:09,851 - mmaction - INFO - Epoch [61][980/1147] lr: 1.000e-03, eta: 16:20:42, time: 1.295, data_time: 0.009, memory: 5812, loss_cls: 8.6476, loss: 8.6476, grad_norm: 8.0667 2020-10-24 19:48:35,341 - mmaction - INFO - Epoch [61][1000/1147] lr: 1.000e-03, eta: 16:20:16, time: 1.280, data_time: 0.010, memory: 5812, loss_cls: 8.4468, loss: 8.4468, grad_norm: 7.9986 2020-10-24 19:49:01,081 - mmaction - INFO - Epoch [61][1020/1147] lr: 1.000e-03, eta: 16:19:49, time: 1.289, data_time: 0.006, memory: 5812, loss_cls: 8.3177, loss: 8.3177, grad_norm: 8.0274 2020-10-24 19:49:26,443 - mmaction - INFO - Epoch [61][1040/1147] lr: 1.000e-03, eta: 16:19:22, time: 1.263, data_time: 0.006, memory: 5812, loss_cls: 8.3049, loss: 8.3049, grad_norm: 7.9501 2020-10-24 19:49:52,334 - mmaction - INFO - Epoch [61][1060/1147] lr: 1.000e-03, eta: 16:18:56, time: 1.291, data_time: 0.007, memory: 5812, loss_cls: 8.4944, loss: 8.4944, grad_norm: 7.9956 2020-10-24 19:50:17,887 - mmaction - INFO - Epoch [61][1080/1147] lr: 1.000e-03, eta: 16:18:29, time: 1.282, data_time: 0.016, memory: 5812, loss_cls: 8.4958, loss: 8.4958, grad_norm: 8.0682 2020-10-24 19:50:43,372 - mmaction - INFO - Epoch [61][1100/1147] lr: 1.000e-03, eta: 16:18:02, time: 1.274, data_time: 0.012, memory: 5812, loss_cls: 8.5129, loss: 8.5129, grad_norm: 8.0732 2020-10-24 19:51:09,250 - mmaction - INFO - Epoch [61][1120/1147] lr: 1.000e-03, eta: 16:17:36, time: 1.289, data_time: 0.011, memory: 5812, loss_cls: 8.4895, loss: 8.4895, grad_norm: 8.0791 2020-10-24 19:51:34,959 - mmaction - INFO - Epoch [61][1140/1147] lr: 1.000e-03, eta: 16:17:09, time: 1.294, data_time: 0.011, memory: 5812, loss_cls: 8.6014, loss: 8.6014, grad_norm: 8.0753 2020-10-24 19:52:26,514 - mmaction - INFO - Epoch [62][20/1147] lr: 1.000e-03, eta: 16:16:39, time: 2.145, data_time: 1.218, memory: 5812, loss_cls: 8.6574, loss: 8.6574, grad_norm: 8.0672 2020-10-24 19:52:53,811 - mmaction - INFO - Epoch [62][40/1147] lr: 1.000e-03, eta: 16:16:14, time: 1.364, data_time: 0.066, memory: 5812, loss_cls: 8.4574, loss: 8.4574, grad_norm: 7.9760 2020-10-24 19:53:20,627 - mmaction - INFO - Epoch [62][60/1147] lr: 1.000e-03, eta: 16:15:48, time: 1.341, data_time: 0.005, memory: 5812, loss_cls: 8.3352, loss: 8.3352, grad_norm: 7.9947 2020-10-24 19:53:47,540 - mmaction - INFO - Epoch [62][80/1147] lr: 1.000e-03, eta: 16:15:23, time: 1.346, data_time: 0.005, memory: 5812, loss_cls: 8.2970, loss: 8.2970, grad_norm: 8.0356 2020-10-24 19:54:13,966 - mmaction - INFO - Epoch [62][100/1147] lr: 1.000e-03, eta: 16:14:57, time: 1.323, data_time: 0.003, memory: 5812, loss_cls: 8.4451, loss: 8.4451, grad_norm: 8.1030 2020-10-24 19:54:40,635 - mmaction - INFO - Epoch [62][120/1147] lr: 1.000e-03, eta: 16:14:31, time: 1.330, data_time: 0.002, memory: 5812, loss_cls: 8.3075, loss: 8.3075, grad_norm: 8.0670 2020-10-24 19:55:06,659 - mmaction - INFO - Epoch [62][140/1147] lr: 1.000e-03, eta: 16:14:04, time: 1.304, data_time: 0.005, memory: 5812, loss_cls: 8.3105, loss: 8.3105, grad_norm: 8.1145 2020-10-24 19:55:33,325 - mmaction - INFO - Epoch [62][160/1147] lr: 1.000e-03, eta: 16:13:38, time: 1.325, data_time: 0.003, memory: 5812, loss_cls: 8.3772, loss: 8.3772, grad_norm: 8.0971 2020-10-24 19:55:59,635 - mmaction - INFO - Epoch [62][180/1147] lr: 1.000e-03, eta: 16:13:12, time: 1.321, data_time: 0.011, memory: 5812, loss_cls: 8.2702, loss: 8.2702, grad_norm: 8.2192 2020-10-24 19:56:26,070 - mmaction - INFO - Epoch [62][200/1147] lr: 1.000e-03, eta: 16:12:46, time: 1.320, data_time: 0.004, memory: 5812, loss_cls: 8.3760, loss: 8.3760, grad_norm: 8.0806 2020-10-24 19:56:52,086 - mmaction - INFO - Epoch [62][220/1147] lr: 1.000e-03, eta: 16:12:20, time: 1.305, data_time: 0.006, memory: 5812, loss_cls: 8.4495, loss: 8.4495, grad_norm: 8.0833 2020-10-24 19:57:17,696 - mmaction - INFO - Epoch [62][240/1147] lr: 1.000e-03, eta: 16:11:53, time: 1.281, data_time: 0.005, memory: 5812, loss_cls: 8.2777, loss: 8.2777, grad_norm: 8.0716 2020-10-24 19:57:43,920 - mmaction - INFO - Epoch [62][260/1147] lr: 1.000e-03, eta: 16:11:27, time: 1.305, data_time: 0.005, memory: 5812, loss_cls: 8.4530, loss: 8.4530, grad_norm: 8.1194 2020-10-24 19:58:09,490 - mmaction - INFO - Epoch [62][280/1147] lr: 1.000e-03, eta: 16:11:00, time: 1.274, data_time: 0.014, memory: 5812, loss_cls: 8.4576, loss: 8.4576, grad_norm: 8.0299 2020-10-24 19:58:34,975 - mmaction - INFO - Epoch [62][300/1147] lr: 1.000e-03, eta: 16:10:34, time: 1.282, data_time: 0.015, memory: 5812, loss_cls: 8.5176, loss: 8.5176, grad_norm: 8.1016 2020-10-24 19:59:00,601 - mmaction - INFO - Epoch [62][320/1147] lr: 1.000e-03, eta: 16:10:07, time: 1.280, data_time: 0.005, memory: 5812, loss_cls: 8.3933, loss: 8.3933, grad_norm: 8.0438 2020-10-24 19:59:26,778 - mmaction - INFO - Epoch [62][340/1147] lr: 1.000e-03, eta: 16:09:41, time: 1.314, data_time: 0.008, memory: 5812, loss_cls: 8.4529, loss: 8.4529, grad_norm: 8.1654 2020-10-24 19:59:52,662 - mmaction - INFO - Epoch [62][360/1147] lr: 1.000e-03, eta: 16:09:14, time: 1.286, data_time: 0.006, memory: 5812, loss_cls: 8.6707, loss: 8.6707, grad_norm: 8.1898 2020-10-24 20:00:18,206 - mmaction - INFO - Epoch [62][380/1147] lr: 1.000e-03, eta: 16:08:48, time: 1.278, data_time: 0.009, memory: 5812, loss_cls: 8.6124, loss: 8.6124, grad_norm: 8.1590 2020-10-24 20:00:43,838 - mmaction - INFO - Epoch [62][400/1147] lr: 1.000e-03, eta: 16:08:21, time: 1.287, data_time: 0.008, memory: 5812, loss_cls: 8.4167, loss: 8.4167, grad_norm: 8.1387 2020-10-24 20:01:09,941 - mmaction - INFO - Epoch [62][420/1147] lr: 1.000e-03, eta: 16:07:54, time: 1.291, data_time: 0.004, memory: 5812, loss_cls: 8.3855, loss: 8.3855, grad_norm: 8.0191 2020-10-24 20:01:35,548 - mmaction - INFO - Epoch [62][440/1147] lr: 1.000e-03, eta: 16:07:28, time: 1.296, data_time: 0.021, memory: 5812, loss_cls: 8.7733, loss: 8.7733, grad_norm: 8.2732 2020-10-24 20:02:01,112 - mmaction - INFO - Epoch [62][460/1147] lr: 1.000e-03, eta: 16:07:01, time: 1.278, data_time: 0.003, memory: 5812, loss_cls: 8.5295, loss: 8.5295, grad_norm: 7.8509 2020-10-24 20:02:27,146 - mmaction - INFO - Epoch [62][480/1147] lr: 1.000e-03, eta: 16:06:35, time: 1.301, data_time: 0.003, memory: 5812, loss_cls: 8.3062, loss: 8.3062, grad_norm: 8.2549 2020-10-24 20:02:52,919 - mmaction - INFO - Epoch [62][500/1147] lr: 1.000e-03, eta: 16:06:08, time: 1.285, data_time: 0.003, memory: 5812, loss_cls: 8.5957, loss: 8.5957, grad_norm: 8.3271 2020-10-24 20:03:18,636 - mmaction - INFO - Epoch [62][520/1147] lr: 1.000e-03, eta: 16:05:42, time: 1.278, data_time: 0.007, memory: 5812, loss_cls: 8.5349, loss: 8.5349, grad_norm: 8.2304 2020-10-24 20:03:44,476 - mmaction - INFO - Epoch [62][540/1147] lr: 1.000e-03, eta: 16:05:15, time: 1.298, data_time: 0.013, memory: 5812, loss_cls: 8.3892, loss: 8.3892, grad_norm: 7.9989 2020-10-24 20:04:09,251 - mmaction - INFO - Epoch [62][560/1147] lr: 1.000e-03, eta: 16:04:48, time: 1.240, data_time: 0.007, memory: 5812, loss_cls: 8.5539, loss: 8.5539, grad_norm: 8.0011 2020-10-24 20:04:35,042 - mmaction - INFO - Epoch [62][580/1147] lr: 1.000e-03, eta: 16:04:21, time: 1.287, data_time: 0.009, memory: 5812, loss_cls: 8.4104, loss: 8.4104, grad_norm: 8.1543 2020-10-24 20:05:01,029 - mmaction - INFO - Epoch [62][600/1147] lr: 1.000e-03, eta: 16:03:55, time: 1.302, data_time: 0.013, memory: 5812, loss_cls: 8.3071, loss: 8.3071, grad_norm: 8.1884 2020-10-24 20:05:26,407 - mmaction - INFO - Epoch [62][620/1147] lr: 1.000e-03, eta: 16:03:28, time: 1.274, data_time: 0.006, memory: 5812, loss_cls: 8.4075, loss: 8.4075, grad_norm: 8.1277 2020-10-24 20:05:52,205 - mmaction - INFO - Epoch [62][640/1147] lr: 1.000e-03, eta: 16:03:02, time: 1.289, data_time: 0.001, memory: 5812, loss_cls: 8.6520, loss: 8.6520, grad_norm: 8.1527 2020-10-24 20:06:18,197 - mmaction - INFO - Epoch [62][660/1147] lr: 1.000e-03, eta: 16:02:35, time: 1.300, data_time: 0.001, memory: 5812, loss_cls: 8.3509, loss: 8.3509, grad_norm: 8.0545 2020-10-24 20:06:43,816 - mmaction - INFO - Epoch [62][680/1147] lr: 1.000e-03, eta: 16:02:09, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.4265, loss: 8.4265, grad_norm: 8.1257 2020-10-24 20:07:09,414 - mmaction - INFO - Epoch [62][700/1147] lr: 1.000e-03, eta: 16:01:42, time: 1.283, data_time: 0.009, memory: 5812, loss_cls: 8.4678, loss: 8.4678, grad_norm: 8.0811 2020-10-24 20:07:35,335 - mmaction - INFO - Epoch [62][720/1147] lr: 1.000e-03, eta: 16:01:16, time: 1.286, data_time: 0.005, memory: 5812, loss_cls: 8.3644, loss: 8.3644, grad_norm: 7.9761 2020-10-24 20:08:00,900 - mmaction - INFO - Epoch [62][740/1147] lr: 1.000e-03, eta: 16:00:49, time: 1.287, data_time: 0.015, memory: 5812, loss_cls: 8.3253, loss: 8.3253, grad_norm: 7.9158 2020-10-24 20:08:26,979 - mmaction - INFO - Epoch [62][760/1147] lr: 1.000e-03, eta: 16:00:23, time: 1.296, data_time: 0.010, memory: 5812, loss_cls: 8.4473, loss: 8.4473, grad_norm: 8.1531 2020-10-24 20:08:52,659 - mmaction - INFO - Epoch [62][780/1147] lr: 1.000e-03, eta: 15:59:56, time: 1.290, data_time: 0.014, memory: 5812, loss_cls: 8.5512, loss: 8.5512, grad_norm: 8.0836 2020-10-24 20:09:18,196 - mmaction - INFO - Epoch [62][800/1147] lr: 1.000e-03, eta: 15:59:29, time: 1.274, data_time: 0.007, memory: 5812, loss_cls: 8.5041, loss: 8.5041, grad_norm: 8.0896 2020-10-24 20:09:43,199 - mmaction - INFO - Epoch [62][820/1147] lr: 1.000e-03, eta: 15:59:02, time: 1.257, data_time: 0.009, memory: 5812, loss_cls: 8.5143, loss: 8.5143, grad_norm: 8.0604 2020-10-24 20:10:09,281 - mmaction - INFO - Epoch [62][840/1147] lr: 1.000e-03, eta: 15:58:36, time: 1.300, data_time: 0.005, memory: 5812, loss_cls: 8.6336, loss: 8.6336, grad_norm: 8.2297 2020-10-24 20:10:35,531 - mmaction - INFO - Epoch [62][860/1147] lr: 1.000e-03, eta: 15:58:10, time: 1.308, data_time: 0.011, memory: 5812, loss_cls: 8.2557, loss: 8.2557, grad_norm: 7.9029 2020-10-24 20:11:01,089 - mmaction - INFO - Epoch [62][880/1147] lr: 1.000e-03, eta: 15:57:43, time: 1.280, data_time: 0.012, memory: 5812, loss_cls: 8.4390, loss: 8.4390, grad_norm: 8.1784 2020-10-24 20:11:27,081 - mmaction - INFO - Epoch [62][900/1147] lr: 1.000e-03, eta: 15:57:17, time: 1.305, data_time: 0.015, memory: 5812, loss_cls: 8.4743, loss: 8.4743, grad_norm: 8.2795 2020-10-24 20:11:52,926 - mmaction - INFO - Epoch [62][920/1147] lr: 1.000e-03, eta: 15:56:50, time: 1.293, data_time: 0.003, memory: 5812, loss_cls: 8.3577, loss: 8.3577, grad_norm: 8.1588 2020-10-24 20:12:18,619 - mmaction - INFO - Epoch [62][940/1147] lr: 1.000e-03, eta: 15:56:24, time: 1.283, data_time: 0.004, memory: 5812, loss_cls: 8.4031, loss: 8.4031, grad_norm: 8.0792 2020-10-24 20:12:44,737 - mmaction - INFO - Epoch [62][960/1147] lr: 1.000e-03, eta: 15:55:57, time: 1.299, data_time: 0.003, memory: 5812, loss_cls: 8.5617, loss: 8.5617, grad_norm: 8.2193 2020-10-24 20:13:10,345 - mmaction - INFO - Epoch [62][980/1147] lr: 1.000e-03, eta: 15:55:31, time: 1.283, data_time: 0.011, memory: 5812, loss_cls: 8.3065, loss: 8.3065, grad_norm: 8.2518 2020-10-24 20:13:35,957 - mmaction - INFO - Epoch [62][1000/1147] lr: 1.000e-03, eta: 15:55:04, time: 1.287, data_time: 0.010, memory: 5812, loss_cls: 8.4092, loss: 8.4092, grad_norm: 8.1925 2020-10-24 20:14:01,706 - mmaction - INFO - Epoch [62][1020/1147] lr: 1.000e-03, eta: 15:54:38, time: 1.284, data_time: 0.002, memory: 5812, loss_cls: 8.5397, loss: 8.5397, grad_norm: 8.1101 2020-10-24 20:14:27,826 - mmaction - INFO - Epoch [62][1040/1147] lr: 1.000e-03, eta: 15:54:11, time: 1.304, data_time: 0.006, memory: 5812, loss_cls: 8.4255, loss: 8.4255, grad_norm: 8.0492 2020-10-24 20:14:54,203 - mmaction - INFO - Epoch [62][1060/1147] lr: 1.000e-03, eta: 15:53:45, time: 1.320, data_time: 0.007, memory: 5812, loss_cls: 8.4050, loss: 8.4050, grad_norm: 8.1562 2020-10-24 20:15:19,491 - mmaction - INFO - Epoch [62][1080/1147] lr: 1.000e-03, eta: 15:53:18, time: 1.263, data_time: 0.006, memory: 5812, loss_cls: 8.4896, loss: 8.4896, grad_norm: 8.0231 2020-10-24 20:15:45,955 - mmaction - INFO - Epoch [62][1100/1147] lr: 1.000e-03, eta: 15:52:52, time: 1.321, data_time: 0.007, memory: 5812, loss_cls: 8.4304, loss: 8.4304, grad_norm: 8.1345 2020-10-24 20:16:11,170 - mmaction - INFO - Epoch [62][1120/1147] lr: 1.000e-03, eta: 15:52:25, time: 1.268, data_time: 0.008, memory: 5812, loss_cls: 8.6447, loss: 8.6447, grad_norm: 8.0957 2020-10-24 20:16:36,867 - mmaction - INFO - Epoch [62][1140/1147] lr: 1.000e-03, eta: 15:51:59, time: 1.285, data_time: 0.002, memory: 5812, loss_cls: 8.5209, loss: 8.5209, grad_norm: 8.0449 2020-10-24 20:17:24,463 - mmaction - INFO - Epoch [63][20/1147] lr: 1.000e-03, eta: 15:51:27, time: 1.999, data_time: 0.777, memory: 5812, loss_cls: 8.2901, loss: 8.2901, grad_norm: 7.9323 2020-10-24 20:17:50,928 - mmaction - INFO - Epoch [63][40/1147] lr: 1.000e-03, eta: 15:51:01, time: 1.324, data_time: 0.005, memory: 5812, loss_cls: 8.6956, loss: 8.6956, grad_norm: 8.2826 2020-10-24 20:18:17,367 - mmaction - INFO - Epoch [63][60/1147] lr: 1.000e-03, eta: 15:50:35, time: 1.316, data_time: 0.001, memory: 5812, loss_cls: 8.2769, loss: 8.2769, grad_norm: 8.0762 2020-10-24 20:18:43,079 - mmaction - INFO - Epoch [63][80/1147] lr: 1.000e-03, eta: 15:50:08, time: 1.287, data_time: 0.008, memory: 5812, loss_cls: 8.3500, loss: 8.3500, grad_norm: 8.2167 2020-10-24 20:19:08,526 - mmaction - INFO - Epoch [63][100/1147] lr: 1.000e-03, eta: 15:49:41, time: 1.274, data_time: 0.006, memory: 5812, loss_cls: 8.5258, loss: 8.5258, grad_norm: 8.2448 2020-10-24 20:19:34,987 - mmaction - INFO - Epoch [63][120/1147] lr: 1.000e-03, eta: 15:49:15, time: 1.326, data_time: 0.005, memory: 5812, loss_cls: 8.3366, loss: 8.3366, grad_norm: 7.8874 2020-10-24 20:20:00,067 - mmaction - INFO - Epoch [63][140/1147] lr: 1.000e-03, eta: 15:48:48, time: 1.252, data_time: 0.003, memory: 5812, loss_cls: 8.2981, loss: 8.2981, grad_norm: 8.0858 2020-10-24 20:20:25,947 - mmaction - INFO - Epoch [63][160/1147] lr: 1.000e-03, eta: 15:48:22, time: 1.291, data_time: 0.024, memory: 5812, loss_cls: 8.3604, loss: 8.3604, grad_norm: 8.2339 2020-10-24 20:20:51,758 - mmaction - INFO - Epoch [63][180/1147] lr: 1.000e-03, eta: 15:47:55, time: 1.292, data_time: 0.006, memory: 5812, loss_cls: 8.3347, loss: 8.3347, grad_norm: 8.0605 2020-10-24 20:21:17,925 - mmaction - INFO - Epoch [63][200/1147] lr: 1.000e-03, eta: 15:47:29, time: 1.311, data_time: 0.005, memory: 5812, loss_cls: 8.4398, loss: 8.4398, grad_norm: 8.2593 2020-10-24 20:21:43,880 - mmaction - INFO - Epoch [63][220/1147] lr: 1.000e-03, eta: 15:47:03, time: 1.298, data_time: 0.005, memory: 5812, loss_cls: 8.2734, loss: 8.2734, grad_norm: 8.1810 2020-10-24 20:22:08,822 - mmaction - INFO - Epoch [63][240/1147] lr: 1.000e-03, eta: 15:46:36, time: 1.241, data_time: 0.004, memory: 5812, loss_cls: 8.5974, loss: 8.5974, grad_norm: 8.1878 2020-10-24 20:22:34,386 - mmaction - INFO - Epoch [63][260/1147] lr: 1.000e-03, eta: 15:46:09, time: 1.285, data_time: 0.009, memory: 5812, loss_cls: 8.5287, loss: 8.5287, grad_norm: 8.2207 2020-10-24 20:22:59,721 - mmaction - INFO - Epoch [63][280/1147] lr: 1.000e-03, eta: 15:45:42, time: 1.267, data_time: 0.003, memory: 5812, loss_cls: 8.3310, loss: 8.3310, grad_norm: 8.1748 2020-10-24 20:23:25,655 - mmaction - INFO - Epoch [63][300/1147] lr: 1.000e-03, eta: 15:45:16, time: 1.297, data_time: 0.001, memory: 5812, loss_cls: 8.5374, loss: 8.5374, grad_norm: 8.1752 2020-10-24 20:23:51,136 - mmaction - INFO - Epoch [63][320/1147] lr: 1.000e-03, eta: 15:44:49, time: 1.267, data_time: 0.004, memory: 5812, loss_cls: 8.1588, loss: 8.1588, grad_norm: 8.0922 2020-10-24 20:24:17,193 - mmaction - INFO - Epoch [63][340/1147] lr: 1.000e-03, eta: 15:44:23, time: 1.309, data_time: 0.013, memory: 5812, loss_cls: 8.5668, loss: 8.5668, grad_norm: 8.2465 2020-10-24 20:24:43,022 - mmaction - INFO - Epoch [63][360/1147] lr: 1.000e-03, eta: 15:43:56, time: 1.290, data_time: 0.003, memory: 5812, loss_cls: 8.3667, loss: 8.3667, grad_norm: 8.1342 2020-10-24 20:25:08,592 - mmaction - INFO - Epoch [63][380/1147] lr: 1.000e-03, eta: 15:43:30, time: 1.281, data_time: 0.005, memory: 5812, loss_cls: 8.3304, loss: 8.3304, grad_norm: 7.8803 2020-10-24 20:25:34,789 - mmaction - INFO - Epoch [63][400/1147] lr: 1.000e-03, eta: 15:43:03, time: 1.310, data_time: 0.003, memory: 5812, loss_cls: 8.5259, loss: 8.5259, grad_norm: 8.1988 2020-10-24 20:26:00,019 - mmaction - INFO - Epoch [63][420/1147] lr: 1.000e-03, eta: 15:42:36, time: 1.258, data_time: 0.004, memory: 5812, loss_cls: 8.3321, loss: 8.3321, grad_norm: 8.0194 2020-10-24 20:26:25,515 - mmaction - INFO - Epoch [63][440/1147] lr: 1.000e-03, eta: 15:42:10, time: 1.269, data_time: 0.006, memory: 5812, loss_cls: 8.2612, loss: 8.2612, grad_norm: 8.2145 2020-10-24 20:26:50,667 - mmaction - INFO - Epoch [63][460/1147] lr: 1.000e-03, eta: 15:41:43, time: 1.258, data_time: 0.021, memory: 5812, loss_cls: 8.5456, loss: 8.5456, grad_norm: 8.2785 2020-10-24 20:27:16,606 - mmaction - INFO - Epoch [63][480/1147] lr: 1.000e-03, eta: 15:41:16, time: 1.304, data_time: 0.404, memory: 5812, loss_cls: 8.5431, loss: 8.5431, grad_norm: 8.1449 2020-10-24 20:27:42,185 - mmaction - INFO - Epoch [63][500/1147] lr: 1.000e-03, eta: 15:40:50, time: 1.280, data_time: 0.579, memory: 5812, loss_cls: 8.4255, loss: 8.4255, grad_norm: 8.1564 2020-10-24 20:28:07,558 - mmaction - INFO - Epoch [63][520/1147] lr: 1.000e-03, eta: 15:40:23, time: 1.265, data_time: 0.319, memory: 5812, loss_cls: 8.4540, loss: 8.4540, grad_norm: 8.2161 2020-10-24 20:28:33,902 - mmaction - INFO - Epoch [63][540/1147] lr: 1.000e-03, eta: 15:39:57, time: 1.311, data_time: 0.347, memory: 5812, loss_cls: 8.5101, loss: 8.5101, grad_norm: 8.0930 2020-10-24 20:28:59,351 - mmaction - INFO - Epoch [63][560/1147] lr: 1.000e-03, eta: 15:39:30, time: 1.274, data_time: 0.122, memory: 5812, loss_cls: 8.7068, loss: 8.7068, grad_norm: 8.3183 2020-10-24 20:29:25,324 - mmaction - INFO - Epoch [63][580/1147] lr: 1.000e-03, eta: 15:39:04, time: 1.298, data_time: 0.193, memory: 5812, loss_cls: 8.5050, loss: 8.5050, grad_norm: 8.0981 2020-10-24 20:29:51,519 - mmaction - INFO - Epoch [63][600/1147] lr: 1.000e-03, eta: 15:38:37, time: 1.306, data_time: 0.200, memory: 5812, loss_cls: 8.5665, loss: 8.5665, grad_norm: 8.1041 2020-10-24 20:30:17,451 - mmaction - INFO - Epoch [63][620/1147] lr: 1.000e-03, eta: 15:38:11, time: 1.305, data_time: 0.172, memory: 5812, loss_cls: 8.3410, loss: 8.3410, grad_norm: 8.0718 2020-10-24 20:30:43,389 - mmaction - INFO - Epoch [63][640/1147] lr: 1.000e-03, eta: 15:37:45, time: 1.293, data_time: 0.190, memory: 5812, loss_cls: 8.5387, loss: 8.5387, grad_norm: 8.1829 2020-10-24 20:31:08,990 - mmaction - INFO - Epoch [63][660/1147] lr: 1.000e-03, eta: 15:37:18, time: 1.287, data_time: 0.086, memory: 5812, loss_cls: 8.3984, loss: 8.3984, grad_norm: 8.1646 2020-10-24 20:31:34,767 - mmaction - INFO - Epoch [63][680/1147] lr: 1.000e-03, eta: 15:36:52, time: 1.290, data_time: 0.003, memory: 5812, loss_cls: 8.4618, loss: 8.4618, grad_norm: 8.2351 2020-10-24 20:32:00,162 - mmaction - INFO - Epoch [63][700/1147] lr: 1.000e-03, eta: 15:36:25, time: 1.266, data_time: 0.005, memory: 5812, loss_cls: 8.3783, loss: 8.3783, grad_norm: 8.2415 2020-10-24 20:32:26,118 - mmaction - INFO - Epoch [63][720/1147] lr: 1.000e-03, eta: 15:35:58, time: 1.302, data_time: 0.014, memory: 5812, loss_cls: 8.6520, loss: 8.6520, grad_norm: 8.1508 2020-10-24 20:32:51,430 - mmaction - INFO - Epoch [63][740/1147] lr: 1.000e-03, eta: 15:35:32, time: 1.261, data_time: 0.003, memory: 5812, loss_cls: 8.5314, loss: 8.5314, grad_norm: 8.0656 2020-10-24 20:33:17,160 - mmaction - INFO - Epoch [63][760/1147] lr: 1.000e-03, eta: 15:35:05, time: 1.284, data_time: 0.006, memory: 5812, loss_cls: 8.5637, loss: 8.5637, grad_norm: 8.1577 2020-10-24 20:33:42,662 - mmaction - INFO - Epoch [63][780/1147] lr: 1.000e-03, eta: 15:34:38, time: 1.280, data_time: 0.011, memory: 5812, loss_cls: 8.2018, loss: 8.2018, grad_norm: 8.0591 2020-10-24 20:34:08,460 - mmaction - INFO - Epoch [63][800/1147] lr: 1.000e-03, eta: 15:34:12, time: 1.292, data_time: 0.004, memory: 5812, loss_cls: 8.4122, loss: 8.4122, grad_norm: 8.2932 2020-10-24 20:34:34,345 - mmaction - INFO - Epoch [63][820/1147] lr: 1.000e-03, eta: 15:33:46, time: 1.294, data_time: 0.001, memory: 5812, loss_cls: 8.6229, loss: 8.6229, grad_norm: 8.3436 2020-10-24 20:34:59,971 - mmaction - INFO - Epoch [63][840/1147] lr: 1.000e-03, eta: 15:33:19, time: 1.281, data_time: 0.004, memory: 5812, loss_cls: 8.4764, loss: 8.4764, grad_norm: 8.1933 2020-10-24 20:35:25,407 - mmaction - INFO - Epoch [63][860/1147] lr: 1.000e-03, eta: 15:32:52, time: 1.267, data_time: 0.010, memory: 5812, loss_cls: 8.0973, loss: 8.0973, grad_norm: 8.0734 2020-10-24 20:35:51,014 - mmaction - INFO - Epoch [63][880/1147] lr: 1.000e-03, eta: 15:32:25, time: 1.274, data_time: 0.010, memory: 5812, loss_cls: 8.5522, loss: 8.5522, grad_norm: 8.2787 2020-10-24 20:36:16,877 - mmaction - INFO - Epoch [63][900/1147] lr: 1.000e-03, eta: 15:31:59, time: 1.300, data_time: 0.012, memory: 5812, loss_cls: 8.3841, loss: 8.3841, grad_norm: 8.1453 2020-10-24 20:36:42,481 - mmaction - INFO - Epoch [63][920/1147] lr: 1.000e-03, eta: 15:31:32, time: 1.280, data_time: 0.005, memory: 5812, loss_cls: 8.6811, loss: 8.6811, grad_norm: 8.3163 2020-10-24 20:37:08,138 - mmaction - INFO - Epoch [63][940/1147] lr: 1.000e-03, eta: 15:31:06, time: 1.272, data_time: 0.005, memory: 5812, loss_cls: 8.5728, loss: 8.5728, grad_norm: 8.1111 2020-10-24 20:37:34,124 - mmaction - INFO - Epoch [63][960/1147] lr: 1.000e-03, eta: 15:30:39, time: 1.310, data_time: 0.016, memory: 5812, loss_cls: 8.5328, loss: 8.5328, grad_norm: 8.1757 2020-10-24 20:37:59,701 - mmaction - INFO - Epoch [63][980/1147] lr: 1.000e-03, eta: 15:30:13, time: 1.272, data_time: 0.006, memory: 5812, loss_cls: 8.6110, loss: 8.6110, grad_norm: 8.1569 2020-10-24 20:38:25,528 - mmaction - INFO - Epoch [63][1000/1147] lr: 1.000e-03, eta: 15:29:46, time: 1.302, data_time: 0.015, memory: 5812, loss_cls: 8.3807, loss: 8.3807, grad_norm: 7.9755 2020-10-24 20:38:52,095 - mmaction - INFO - Epoch [63][1020/1147] lr: 1.000e-03, eta: 15:29:20, time: 1.314, data_time: 0.002, memory: 5812, loss_cls: 8.6324, loss: 8.6324, grad_norm: 8.2899 2020-10-24 20:39:18,083 - mmaction - INFO - Epoch [63][1040/1147] lr: 1.000e-03, eta: 15:28:54, time: 1.312, data_time: 0.017, memory: 5812, loss_cls: 8.5350, loss: 8.5350, grad_norm: 8.1701 2020-10-24 20:39:43,064 - mmaction - INFO - Epoch [63][1060/1147] lr: 1.000e-03, eta: 15:28:27, time: 1.245, data_time: 0.003, memory: 5812, loss_cls: 8.5215, loss: 8.5215, grad_norm: 8.0902 2020-10-24 20:40:09,214 - mmaction - INFO - Epoch [63][1080/1147] lr: 1.000e-03, eta: 15:28:01, time: 1.313, data_time: 0.008, memory: 5812, loss_cls: 8.5397, loss: 8.5397, grad_norm: 8.1038 2020-10-24 20:40:34,667 - mmaction - INFO - Epoch [63][1100/1147] lr: 1.000e-03, eta: 15:27:34, time: 1.267, data_time: 0.002, memory: 5812, loss_cls: 8.5123, loss: 8.5123, grad_norm: 8.2486 2020-10-24 20:41:00,735 - mmaction - INFO - Epoch [63][1120/1147] lr: 1.000e-03, eta: 15:27:08, time: 1.306, data_time: 0.010, memory: 5812, loss_cls: 8.4484, loss: 8.4484, grad_norm: 8.1041 2020-10-24 20:41:26,740 - mmaction - INFO - Epoch [63][1140/1147] lr: 1.000e-03, eta: 15:26:41, time: 1.299, data_time: 0.008, memory: 5812, loss_cls: 8.4989, loss: 8.4989, grad_norm: 8.0945 2020-10-24 20:42:17,339 - mmaction - INFO - Epoch [64][20/1147] lr: 1.000e-03, eta: 15:26:11, time: 2.125, data_time: 1.533, memory: 5812, loss_cls: 8.4525, loss: 8.4525, grad_norm: 8.2201 2020-10-24 20:42:44,320 - mmaction - INFO - Epoch [64][40/1147] lr: 1.000e-03, eta: 15:25:45, time: 1.347, data_time: 0.418, memory: 5812, loss_cls: 8.3142, loss: 8.3142, grad_norm: 8.1292 2020-10-24 20:43:10,318 - mmaction - INFO - Epoch [64][60/1147] lr: 1.000e-03, eta: 15:25:19, time: 1.302, data_time: 0.321, memory: 5812, loss_cls: 8.5419, loss: 8.5419, grad_norm: 8.3648 2020-10-24 20:43:37,097 - mmaction - INFO - Epoch [64][80/1147] lr: 1.000e-03, eta: 15:24:53, time: 1.336, data_time: 0.175, memory: 5812, loss_cls: 8.5013, loss: 8.5013, grad_norm: 8.1269 2020-10-24 20:44:02,971 - mmaction - INFO - Epoch [64][100/1147] lr: 1.000e-03, eta: 15:24:27, time: 1.287, data_time: 0.024, memory: 5812, loss_cls: 8.2817, loss: 8.2817, grad_norm: 8.2549 2020-10-24 20:44:28,303 - mmaction - INFO - Epoch [64][120/1147] lr: 1.000e-03, eta: 15:24:00, time: 1.273, data_time: 0.020, memory: 5812, loss_cls: 8.6342, loss: 8.6342, grad_norm: 8.3752 2020-10-24 20:44:54,002 - mmaction - INFO - Epoch [64][140/1147] lr: 1.000e-03, eta: 15:23:33, time: 1.285, data_time: 0.009, memory: 5812, loss_cls: 8.3598, loss: 8.3598, grad_norm: 7.9951 2020-10-24 20:45:19,232 - mmaction - INFO - Epoch [64][160/1147] lr: 1.000e-03, eta: 15:23:07, time: 1.266, data_time: 0.006, memory: 5812, loss_cls: 8.5752, loss: 8.5752, grad_norm: 8.2808 2020-10-24 20:45:44,597 - mmaction - INFO - Epoch [64][180/1147] lr: 1.000e-03, eta: 15:22:40, time: 1.265, data_time: 0.003, memory: 5812, loss_cls: 8.7127, loss: 8.7127, grad_norm: 8.3005 2020-10-24 20:46:09,809 - mmaction - INFO - Epoch [64][200/1147] lr: 1.000e-03, eta: 15:22:13, time: 1.259, data_time: 0.006, memory: 5812, loss_cls: 8.6650, loss: 8.6650, grad_norm: 8.1856 2020-10-24 20:46:35,472 - mmaction - INFO - Epoch [64][220/1147] lr: 1.000e-03, eta: 15:21:46, time: 1.286, data_time: 0.007, memory: 5812, loss_cls: 8.5389, loss: 8.5389, grad_norm: 8.2904 2020-10-24 20:47:00,944 - mmaction - INFO - Epoch [64][240/1147] lr: 1.000e-03, eta: 15:21:20, time: 1.268, data_time: 0.006, memory: 5812, loss_cls: 8.4709, loss: 8.4709, grad_norm: 8.2808 2020-10-24 20:47:26,778 - mmaction - INFO - Epoch [64][260/1147] lr: 1.000e-03, eta: 15:20:53, time: 1.293, data_time: 0.018, memory: 5812, loss_cls: 8.3645, loss: 8.3645, grad_norm: 8.3517 2020-10-24 20:47:52,417 - mmaction - INFO - Epoch [64][280/1147] lr: 1.000e-03, eta: 15:20:27, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 8.4553, loss: 8.4553, grad_norm: 8.3066 2020-10-24 20:48:18,385 - mmaction - INFO - Epoch [64][300/1147] lr: 1.000e-03, eta: 15:20:00, time: 1.294, data_time: 0.004, memory: 5812, loss_cls: 8.2785, loss: 8.2785, grad_norm: 8.1446 2020-10-24 20:48:44,255 - mmaction - INFO - Epoch [64][320/1147] lr: 1.000e-03, eta: 15:19:34, time: 1.294, data_time: 0.016, memory: 5812, loss_cls: 8.3642, loss: 8.3642, grad_norm: 8.2559 2020-10-24 20:49:09,899 - mmaction - INFO - Epoch [64][340/1147] lr: 1.000e-03, eta: 15:19:07, time: 1.278, data_time: 0.008, memory: 5812, loss_cls: 8.5070, loss: 8.5070, grad_norm: 8.2063 2020-10-24 20:49:35,483 - mmaction - INFO - Epoch [64][360/1147] lr: 1.000e-03, eta: 15:18:40, time: 1.270, data_time: 0.010, memory: 5812, loss_cls: 8.4821, loss: 8.4821, grad_norm: 8.2137 2020-10-24 20:50:00,392 - mmaction - INFO - Epoch [64][380/1147] lr: 1.000e-03, eta: 15:18:14, time: 1.263, data_time: 0.021, memory: 5812, loss_cls: 8.4588, loss: 8.4588, grad_norm: 8.2096 2020-10-24 20:50:25,892 - mmaction - INFO - Epoch [64][400/1147] lr: 1.000e-03, eta: 15:17:47, time: 1.270, data_time: 0.002, memory: 5812, loss_cls: 8.3938, loss: 8.3938, grad_norm: 8.1954 2020-10-24 20:50:51,642 - mmaction - INFO - Epoch [64][420/1147] lr: 1.000e-03, eta: 15:17:20, time: 1.288, data_time: 0.007, memory: 5812, loss_cls: 8.1794, loss: 8.1794, grad_norm: 8.0624 2020-10-24 20:51:16,797 - mmaction - INFO - Epoch [64][440/1147] lr: 1.000e-03, eta: 15:16:53, time: 1.256, data_time: 0.008, memory: 5812, loss_cls: 8.3032, loss: 8.3032, grad_norm: 8.1394 2020-10-24 20:51:42,226 - mmaction - INFO - Epoch [64][460/1147] lr: 1.000e-03, eta: 15:16:27, time: 1.272, data_time: 0.010, memory: 5812, loss_cls: 8.4627, loss: 8.4627, grad_norm: 8.3213 2020-10-24 20:52:08,224 - mmaction - INFO - Epoch [64][480/1147] lr: 1.000e-03, eta: 15:16:00, time: 1.302, data_time: 0.007, memory: 5812, loss_cls: 8.3513, loss: 8.3513, grad_norm: 7.9010 2020-10-24 20:52:34,354 - mmaction - INFO - Epoch [64][500/1147] lr: 1.000e-03, eta: 15:15:34, time: 1.293, data_time: 0.004, memory: 5812, loss_cls: 8.5016, loss: 8.5016, grad_norm: 8.3888 2020-10-24 20:53:00,151 - mmaction - INFO - Epoch [64][520/1147] lr: 1.000e-03, eta: 15:15:08, time: 1.306, data_time: 0.021, memory: 5812, loss_cls: 8.6905, loss: 8.6905, grad_norm: 8.1952 2020-10-24 20:53:25,455 - mmaction - INFO - Epoch [64][540/1147] lr: 1.000e-03, eta: 15:14:41, time: 1.265, data_time: 0.014, memory: 5812, loss_cls: 8.3113, loss: 8.3113, grad_norm: 8.1042 2020-10-24 20:53:51,034 - mmaction - INFO - Epoch [64][560/1147] lr: 1.000e-03, eta: 15:14:14, time: 1.272, data_time: 0.003, memory: 5812, loss_cls: 8.4161, loss: 8.4161, grad_norm: 8.2334 2020-10-24 20:54:16,420 - mmaction - INFO - Epoch [64][580/1147] lr: 1.000e-03, eta: 15:13:47, time: 1.275, data_time: 0.010, memory: 5812, loss_cls: 8.4979, loss: 8.4979, grad_norm: 8.2877 2020-10-24 20:54:41,749 - mmaction - INFO - Epoch [64][600/1147] lr: 1.000e-03, eta: 15:13:21, time: 1.265, data_time: 0.004, memory: 5812, loss_cls: 8.3688, loss: 8.3688, grad_norm: 8.0778 2020-10-24 20:55:08,177 - mmaction - INFO - Epoch [64][620/1147] lr: 1.000e-03, eta: 15:12:55, time: 1.321, data_time: 0.006, memory: 5812, loss_cls: 8.4208, loss: 8.4208, grad_norm: 8.3677 2020-10-24 20:55:34,074 - mmaction - INFO - Epoch [64][640/1147] lr: 1.000e-03, eta: 15:12:28, time: 1.298, data_time: 0.007, memory: 5812, loss_cls: 8.2759, loss: 8.2759, grad_norm: 8.1481 2020-10-24 20:55:59,274 - mmaction - INFO - Epoch [64][660/1147] lr: 1.000e-03, eta: 15:12:01, time: 1.250, data_time: 0.004, memory: 5812, loss_cls: 8.3086, loss: 8.3086, grad_norm: 8.1615 2020-10-24 20:56:24,744 - mmaction - INFO - Epoch [64][680/1147] lr: 1.000e-03, eta: 15:11:35, time: 1.273, data_time: 0.013, memory: 5812, loss_cls: 8.2433, loss: 8.2433, grad_norm: 8.1923 2020-10-24 20:56:50,329 - mmaction - INFO - Epoch [64][700/1147] lr: 1.000e-03, eta: 15:11:08, time: 1.291, data_time: 0.014, memory: 5812, loss_cls: 8.4672, loss: 8.4672, grad_norm: 8.2506 2020-10-24 20:57:15,556 - mmaction - INFO - Epoch [64][720/1147] lr: 1.000e-03, eta: 15:10:41, time: 1.259, data_time: 0.002, memory: 5812, loss_cls: 8.5368, loss: 8.5368, grad_norm: 8.1681 2020-10-24 20:57:41,163 - mmaction - INFO - Epoch [64][740/1147] lr: 1.000e-03, eta: 15:10:15, time: 1.279, data_time: 0.006, memory: 5812, loss_cls: 8.5252, loss: 8.5252, grad_norm: 8.2882 2020-10-24 20:58:07,232 - mmaction - INFO - Epoch [64][760/1147] lr: 1.000e-03, eta: 15:09:48, time: 1.301, data_time: 0.007, memory: 5812, loss_cls: 8.2727, loss: 8.2727, grad_norm: 8.0921 2020-10-24 20:58:32,524 - mmaction - INFO - Epoch [64][780/1147] lr: 1.000e-03, eta: 15:09:22, time: 1.265, data_time: 0.008, memory: 5812, loss_cls: 8.6519, loss: 8.6519, grad_norm: 8.2111 2020-10-24 20:58:57,524 - mmaction - INFO - Epoch [64][800/1147] lr: 1.000e-03, eta: 15:08:55, time: 1.256, data_time: 0.007, memory: 5812, loss_cls: 8.4476, loss: 8.4476, grad_norm: 8.1011 2020-10-24 20:59:23,206 - mmaction - INFO - Epoch [64][820/1147] lr: 1.000e-03, eta: 15:08:28, time: 1.277, data_time: 0.004, memory: 5812, loss_cls: 8.4514, loss: 8.4514, grad_norm: 8.2042 2020-10-24 20:59:48,507 - mmaction - INFO - Epoch [64][840/1147] lr: 1.000e-03, eta: 15:08:01, time: 1.267, data_time: 0.010, memory: 5812, loss_cls: 8.3634, loss: 8.3634, grad_norm: 8.4641 2020-10-24 21:00:14,504 - mmaction - INFO - Epoch [64][860/1147] lr: 1.000e-03, eta: 15:07:35, time: 1.300, data_time: 0.010, memory: 5812, loss_cls: 8.5795, loss: 8.5795, grad_norm: 8.2967 2020-10-24 21:00:39,918 - mmaction - INFO - Epoch [64][880/1147] lr: 1.000e-03, eta: 15:07:08, time: 1.274, data_time: 0.361, memory: 5812, loss_cls: 8.5773, loss: 8.5773, grad_norm: 8.1248 2020-10-24 21:01:07,169 - mmaction - INFO - Epoch [64][900/1147] lr: 1.000e-03, eta: 15:06:43, time: 1.362, data_time: 0.336, memory: 5812, loss_cls: 8.5155, loss: 8.5155, grad_norm: 8.3411 2020-10-24 21:01:33,022 - mmaction - INFO - Epoch [64][920/1147] lr: 1.000e-03, eta: 15:06:16, time: 1.281, data_time: 0.077, memory: 5812, loss_cls: 8.4891, loss: 8.4891, grad_norm: 8.2496 2020-10-24 21:01:58,681 - mmaction - INFO - Epoch [64][940/1147] lr: 1.000e-03, eta: 15:05:50, time: 1.296, data_time: 0.015, memory: 5812, loss_cls: 8.3104, loss: 8.3104, grad_norm: 8.1894 2020-10-24 21:02:24,447 - mmaction - INFO - Epoch [64][960/1147] lr: 1.000e-03, eta: 15:05:23, time: 1.285, data_time: 0.002, memory: 5812, loss_cls: 8.4717, loss: 8.4717, grad_norm: 8.2978 2020-10-24 21:02:50,442 - mmaction - INFO - Epoch [64][980/1147] lr: 1.000e-03, eta: 15:04:57, time: 1.304, data_time: 0.008, memory: 5812, loss_cls: 8.2217, loss: 8.2217, grad_norm: 8.0487 2020-10-24 21:03:15,834 - mmaction - INFO - Epoch [64][1000/1147] lr: 1.000e-03, eta: 15:04:30, time: 1.266, data_time: 0.006, memory: 5812, loss_cls: 8.3793, loss: 8.3793, grad_norm: 8.3430 2020-10-24 21:03:41,787 - mmaction - INFO - Epoch [64][1020/1147] lr: 1.000e-03, eta: 15:04:04, time: 1.294, data_time: 0.006, memory: 5812, loss_cls: 8.3919, loss: 8.3919, grad_norm: 8.2221 2020-10-24 21:04:07,909 - mmaction - INFO - Epoch [64][1040/1147] lr: 1.000e-03, eta: 15:03:38, time: 1.307, data_time: 0.009, memory: 5812, loss_cls: 8.3364, loss: 8.3364, grad_norm: 8.1559 2020-10-24 21:04:33,531 - mmaction - INFO - Epoch [64][1060/1147] lr: 1.000e-03, eta: 15:03:11, time: 1.288, data_time: 0.010, memory: 5812, loss_cls: 8.1637, loss: 8.1637, grad_norm: 8.0971 2020-10-24 21:04:59,302 - mmaction - INFO - Epoch [64][1080/1147] lr: 1.000e-03, eta: 15:02:45, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 8.4344, loss: 8.4344, grad_norm: 8.3816 2020-10-24 21:05:25,374 - mmaction - INFO - Epoch [64][1100/1147] lr: 1.000e-03, eta: 15:02:18, time: 1.301, data_time: 0.001, memory: 5812, loss_cls: 8.4492, loss: 8.4492, grad_norm: 8.1069 2020-10-24 21:05:50,907 - mmaction - INFO - Epoch [64][1120/1147] lr: 1.000e-03, eta: 15:01:52, time: 1.274, data_time: 0.005, memory: 5812, loss_cls: 8.4517, loss: 8.4517, grad_norm: 8.2027 2020-10-24 21:06:16,548 - mmaction - INFO - Epoch [64][1140/1147] lr: 1.000e-03, eta: 15:01:25, time: 1.284, data_time: 0.013, memory: 5812, loss_cls: 8.4027, loss: 8.4027, grad_norm: 8.2588 2020-10-24 21:07:51,063 - mmaction - INFO - Epoch [65][20/1147] lr: 1.000e-03, eta: 15:01:13, time: 3.506, data_time: 3.042, memory: 5812, loss_cls: 8.2568, loss: 8.2568, grad_norm: 8.0267 2020-10-24 21:08:18,708 - mmaction - INFO - Epoch [65][40/1147] lr: 1.000e-03, eta: 15:00:48, time: 1.376, data_time: 0.768, memory: 5812, loss_cls: 8.3589, loss: 8.3589, grad_norm: 8.1732 2020-10-24 21:08:44,404 - mmaction - INFO - Epoch [65][60/1147] lr: 1.000e-03, eta: 15:00:21, time: 1.287, data_time: 0.677, memory: 5812, loss_cls: 8.3464, loss: 8.3464, grad_norm: 8.2446 2020-10-24 21:09:10,178 - mmaction - INFO - Epoch [65][80/1147] lr: 1.000e-03, eta: 14:59:55, time: 1.293, data_time: 0.673, memory: 5812, loss_cls: 8.4819, loss: 8.4819, grad_norm: 8.3835 2020-10-24 21:09:36,004 - mmaction - INFO - Epoch [65][100/1147] lr: 1.000e-03, eta: 14:59:28, time: 1.287, data_time: 0.683, memory: 5812, loss_cls: 8.4262, loss: 8.4262, grad_norm: 8.3257 2020-10-24 21:10:01,241 - mmaction - INFO - Epoch [65][120/1147] lr: 1.000e-03, eta: 14:59:01, time: 1.262, data_time: 0.657, memory: 5812, loss_cls: 8.2427, loss: 8.2427, grad_norm: 8.2131 2020-10-24 21:10:26,085 - mmaction - INFO - Epoch [65][140/1147] lr: 1.000e-03, eta: 14:58:34, time: 1.245, data_time: 0.625, memory: 5812, loss_cls: 8.2366, loss: 8.2366, grad_norm: 8.2477 2020-10-24 21:10:52,072 - mmaction - INFO - Epoch [65][160/1147] lr: 1.000e-03, eta: 14:58:08, time: 1.293, data_time: 0.681, memory: 5812, loss_cls: 8.6266, loss: 8.6266, grad_norm: 8.4254 2020-10-24 21:11:17,628 - mmaction - INFO - Epoch [65][180/1147] lr: 1.000e-03, eta: 14:57:41, time: 1.282, data_time: 0.676, memory: 5812, loss_cls: 8.6597, loss: 8.6597, grad_norm: 8.2580 2020-10-24 21:11:42,809 - mmaction - INFO - Epoch [65][200/1147] lr: 1.000e-03, eta: 14:57:14, time: 1.260, data_time: 0.626, memory: 5812, loss_cls: 8.1281, loss: 8.1281, grad_norm: 8.0833 2020-10-24 21:12:08,246 - mmaction - INFO - Epoch [65][220/1147] lr: 1.000e-03, eta: 14:56:48, time: 1.268, data_time: 0.651, memory: 5812, loss_cls: 8.2743, loss: 8.2743, grad_norm: 8.2692 2020-10-24 21:12:34,094 - mmaction - INFO - Epoch [65][240/1147] lr: 1.000e-03, eta: 14:56:21, time: 1.299, data_time: 0.684, memory: 5812, loss_cls: 8.3204, loss: 8.3204, grad_norm: 8.1895 2020-10-24 21:12:59,672 - mmaction - INFO - Epoch [65][260/1147] lr: 1.000e-03, eta: 14:55:55, time: 1.279, data_time: 0.662, memory: 5812, loss_cls: 8.2232, loss: 8.2232, grad_norm: 8.2240 2020-10-24 21:13:24,674 - mmaction - INFO - Epoch [65][280/1147] lr: 1.000e-03, eta: 14:55:28, time: 1.246, data_time: 0.627, memory: 5812, loss_cls: 8.3836, loss: 8.3836, grad_norm: 8.2233 2020-10-24 21:13:50,633 - mmaction - INFO - Epoch [65][300/1147] lr: 1.000e-03, eta: 14:55:01, time: 1.298, data_time: 0.669, memory: 5812, loss_cls: 8.1381, loss: 8.1381, grad_norm: 8.0479 2020-10-24 21:14:15,919 - mmaction - INFO - Epoch [65][320/1147] lr: 1.000e-03, eta: 14:54:34, time: 1.262, data_time: 0.647, memory: 5812, loss_cls: 8.4430, loss: 8.4430, grad_norm: 8.2859 2020-10-24 21:14:41,943 - mmaction - INFO - Epoch [65][340/1147] lr: 1.000e-03, eta: 14:54:08, time: 1.303, data_time: 0.680, memory: 5812, loss_cls: 8.5807, loss: 8.5807, grad_norm: 8.2178 2020-10-24 21:15:07,500 - mmaction - INFO - Epoch [65][360/1147] lr: 1.000e-03, eta: 14:53:41, time: 1.272, data_time: 0.649, memory: 5812, loss_cls: 8.4051, loss: 8.4051, grad_norm: 8.2327 2020-10-24 21:15:33,523 - mmaction - INFO - Epoch [65][380/1147] lr: 1.000e-03, eta: 14:53:15, time: 1.299, data_time: 0.693, memory: 5812, loss_cls: 8.3368, loss: 8.3368, grad_norm: 8.2427 2020-10-24 21:15:58,933 - mmaction - INFO - Epoch [65][400/1147] lr: 1.000e-03, eta: 14:52:48, time: 1.275, data_time: 0.671, memory: 5812, loss_cls: 8.5429, loss: 8.5429, grad_norm: 8.4983 2020-10-24 21:16:24,001 - mmaction - INFO - Epoch [65][420/1147] lr: 1.000e-03, eta: 14:52:21, time: 1.255, data_time: 0.648, memory: 5812, loss_cls: 8.4206, loss: 8.4206, grad_norm: 8.3074 2020-10-24 21:16:49,501 - mmaction - INFO - Epoch [65][440/1147] lr: 1.000e-03, eta: 14:51:55, time: 1.271, data_time: 0.643, memory: 5812, loss_cls: 8.5400, loss: 8.5400, grad_norm: 8.4263 2020-10-24 21:17:14,909 - mmaction - INFO - Epoch [65][460/1147] lr: 1.000e-03, eta: 14:51:28, time: 1.271, data_time: 0.669, memory: 5812, loss_cls: 8.4195, loss: 8.4195, grad_norm: 8.2993 2020-10-24 21:17:41,164 - mmaction - INFO - Epoch [65][480/1147] lr: 1.000e-03, eta: 14:51:02, time: 1.320, data_time: 0.700, memory: 5812, loss_cls: 8.6872, loss: 8.6872, grad_norm: 8.4174 2020-10-24 21:18:06,158 - mmaction - INFO - Epoch [65][500/1147] lr: 1.000e-03, eta: 14:50:35, time: 1.249, data_time: 0.656, memory: 5812, loss_cls: 8.5663, loss: 8.5663, grad_norm: 8.1449 2020-10-24 21:18:32,557 - mmaction - INFO - Epoch [65][520/1147] lr: 1.000e-03, eta: 14:50:09, time: 1.313, data_time: 0.669, memory: 5812, loss_cls: 8.5750, loss: 8.5750, grad_norm: 8.1860 2020-10-24 21:18:57,774 - mmaction - INFO - Epoch [65][540/1147] lr: 1.000e-03, eta: 14:49:42, time: 1.269, data_time: 0.647, memory: 5812, loss_cls: 8.4603, loss: 8.4603, grad_norm: 8.1798 2020-10-24 21:19:23,552 - mmaction - INFO - Epoch [65][560/1147] lr: 1.000e-03, eta: 14:49:16, time: 1.284, data_time: 0.670, memory: 5812, loss_cls: 8.3652, loss: 8.3652, grad_norm: 8.1757 2020-10-24 21:19:48,867 - mmaction - INFO - Epoch [65][580/1147] lr: 1.000e-03, eta: 14:48:49, time: 1.258, data_time: 0.663, memory: 5812, loss_cls: 8.4090, loss: 8.4090, grad_norm: 8.3331 2020-10-24 21:20:14,980 - mmaction - INFO - Epoch [65][600/1147] lr: 1.000e-03, eta: 14:48:23, time: 1.318, data_time: 0.701, memory: 5812, loss_cls: 8.4603, loss: 8.4603, grad_norm: 8.2803 2020-10-24 21:20:40,358 - mmaction - INFO - Epoch [65][620/1147] lr: 1.000e-03, eta: 14:47:56, time: 1.265, data_time: 0.629, memory: 5812, loss_cls: 8.4008, loss: 8.4008, grad_norm: 8.2691 2020-10-24 21:21:06,017 - mmaction - INFO - Epoch [65][640/1147] lr: 1.000e-03, eta: 14:47:29, time: 1.281, data_time: 0.650, memory: 5812, loss_cls: 8.1472, loss: 8.1472, grad_norm: 8.2670 2020-10-24 21:21:31,699 - mmaction - INFO - Epoch [65][660/1147] lr: 1.000e-03, eta: 14:47:03, time: 1.290, data_time: 0.677, memory: 5812, loss_cls: 8.4785, loss: 8.4785, grad_norm: 8.3626 2020-10-24 21:21:57,093 - mmaction - INFO - Epoch [65][680/1147] lr: 1.000e-03, eta: 14:46:36, time: 1.270, data_time: 0.663, memory: 5812, loss_cls: 8.3572, loss: 8.3572, grad_norm: 8.1961 2020-10-24 21:22:22,629 - mmaction - INFO - Epoch [65][700/1147] lr: 1.000e-03, eta: 14:46:09, time: 1.275, data_time: 0.677, memory: 5812, loss_cls: 8.3958, loss: 8.3958, grad_norm: 8.2408 2020-10-24 21:22:47,888 - mmaction - INFO - Epoch [65][720/1147] lr: 1.000e-03, eta: 14:45:43, time: 1.261, data_time: 0.626, memory: 5812, loss_cls: 8.3346, loss: 8.3346, grad_norm: 8.2081 2020-10-24 21:23:13,511 - mmaction - INFO - Epoch [65][740/1147] lr: 1.000e-03, eta: 14:45:16, time: 1.276, data_time: 0.685, memory: 5812, loss_cls: 8.5103, loss: 8.5103, grad_norm: 8.1967 2020-10-24 21:23:39,206 - mmaction - INFO - Epoch [65][760/1147] lr: 1.000e-03, eta: 14:44:49, time: 1.291, data_time: 0.667, memory: 5812, loss_cls: 8.4918, loss: 8.4918, grad_norm: 8.2569 2020-10-24 21:24:05,512 - mmaction - INFO - Epoch [65][780/1147] lr: 1.000e-03, eta: 14:44:23, time: 1.317, data_time: 0.663, memory: 5812, loss_cls: 8.4514, loss: 8.4514, grad_norm: 8.3304 2020-10-24 21:24:30,513 - mmaction - INFO - Epoch [65][800/1147] lr: 1.000e-03, eta: 14:43:56, time: 1.248, data_time: 0.622, memory: 5812, loss_cls: 8.4856, loss: 8.4856, grad_norm: 8.1649 2020-10-24 21:24:56,135 - mmaction - INFO - Epoch [65][820/1147] lr: 1.000e-03, eta: 14:43:30, time: 1.274, data_time: 0.680, memory: 5812, loss_cls: 8.5116, loss: 8.5116, grad_norm: 8.2388 2020-10-24 21:25:21,954 - mmaction - INFO - Epoch [65][840/1147] lr: 1.000e-03, eta: 14:43:03, time: 1.296, data_time: 0.681, memory: 5812, loss_cls: 8.3417, loss: 8.3417, grad_norm: 8.1271 2020-10-24 21:25:47,715 - mmaction - INFO - Epoch [65][860/1147] lr: 1.000e-03, eta: 14:42:37, time: 1.289, data_time: 0.673, memory: 5812, loss_cls: 8.6113, loss: 8.6113, grad_norm: 8.3205 2020-10-24 21:26:13,747 - mmaction - INFO - Epoch [65][880/1147] lr: 1.000e-03, eta: 14:42:11, time: 1.298, data_time: 0.673, memory: 5812, loss_cls: 8.6880, loss: 8.6880, grad_norm: 8.1784 2020-10-24 21:26:39,431 - mmaction - INFO - Epoch [65][900/1147] lr: 1.000e-03, eta: 14:41:44, time: 1.290, data_time: 0.659, memory: 5812, loss_cls: 8.3746, loss: 8.3746, grad_norm: 8.1366 2020-10-24 21:27:05,061 - mmaction - INFO - Epoch [65][920/1147] lr: 1.000e-03, eta: 14:41:18, time: 1.280, data_time: 0.648, memory: 5812, loss_cls: 8.5408, loss: 8.5408, grad_norm: 8.3749 2020-10-24 21:27:30,566 - mmaction - INFO - Epoch [65][940/1147] lr: 1.000e-03, eta: 14:40:51, time: 1.276, data_time: 0.659, memory: 5812, loss_cls: 8.3501, loss: 8.3501, grad_norm: 8.2198 2020-10-24 21:27:55,712 - mmaction - INFO - Epoch [65][960/1147] lr: 1.000e-03, eta: 14:40:24, time: 1.252, data_time: 0.642, memory: 5812, loss_cls: 8.3248, loss: 8.3248, grad_norm: 8.3266 2020-10-24 21:28:22,114 - mmaction - INFO - Epoch [65][980/1147] lr: 1.000e-03, eta: 14:39:58, time: 1.321, data_time: 0.667, memory: 5812, loss_cls: 8.5318, loss: 8.5318, grad_norm: 8.3230 2020-10-24 21:28:47,510 - mmaction - INFO - Epoch [65][1000/1147] lr: 1.000e-03, eta: 14:39:31, time: 1.271, data_time: 0.659, memory: 5812, loss_cls: 8.4669, loss: 8.4669, grad_norm: 8.2442 2020-10-24 21:29:12,510 - mmaction - INFO - Epoch [65][1020/1147] lr: 1.000e-03, eta: 14:39:04, time: 1.250, data_time: 0.623, memory: 5812, loss_cls: 8.4077, loss: 8.4077, grad_norm: 8.2509 2020-10-24 21:29:38,372 - mmaction - INFO - Epoch [65][1040/1147] lr: 1.000e-03, eta: 14:38:38, time: 1.291, data_time: 0.653, memory: 5812, loss_cls: 8.5770, loss: 8.5770, grad_norm: 8.3629 2020-10-24 21:30:03,972 - mmaction - INFO - Epoch [65][1060/1147] lr: 1.000e-03, eta: 14:38:11, time: 1.285, data_time: 0.675, memory: 5812, loss_cls: 8.3758, loss: 8.3758, grad_norm: 8.2985 2020-10-24 21:30:29,433 - mmaction - INFO - Epoch [65][1080/1147] lr: 1.000e-03, eta: 14:37:45, time: 1.270, data_time: 0.676, memory: 5812, loss_cls: 8.4061, loss: 8.4061, grad_norm: 8.4117 2020-10-24 21:30:54,812 - mmaction - INFO - Epoch [65][1100/1147] lr: 1.000e-03, eta: 14:37:18, time: 1.273, data_time: 0.655, memory: 5812, loss_cls: 8.5206, loss: 8.5206, grad_norm: 8.1153 2020-10-24 21:31:20,230 - mmaction - INFO - Epoch [65][1120/1147] lr: 1.000e-03, eta: 14:36:51, time: 1.271, data_time: 0.629, memory: 5812, loss_cls: 8.5186, loss: 8.5186, grad_norm: 8.3290 2020-10-24 21:31:46,022 - mmaction - INFO - Epoch [65][1140/1147] lr: 1.000e-03, eta: 14:36:25, time: 1.288, data_time: 0.677, memory: 5812, loss_cls: 8.3994, loss: 8.3994, grad_norm: 8.3222 2020-10-24 21:31:55,519 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-10-24 21:34:05,594 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 21:34:06,238 - mmaction - INFO - mean_average_precision 0.4560 2020-10-24 21:34:06,253 - mmaction - INFO - Epoch(val) [65][1147] mean_average_precision: 0.4560 2020-10-24 21:34:43,166 - mmaction - INFO - Epoch [66][20/1147] lr: 1.000e-03, eta: 14:35:50, time: 1.843, data_time: 1.113, memory: 5812, loss_cls: 8.3753, loss: 8.3753, grad_norm: 8.2662 2020-10-24 21:35:10,294 - mmaction - INFO - Epoch [66][40/1147] lr: 1.000e-03, eta: 14:35:25, time: 1.355, data_time: 0.498, memory: 5812, loss_cls: 8.2586, loss: 8.2586, grad_norm: 8.1802 2020-10-24 21:35:37,411 - mmaction - INFO - Epoch [66][60/1147] lr: 1.000e-03, eta: 14:34:59, time: 1.352, data_time: 0.060, memory: 5812, loss_cls: 8.4916, loss: 8.4916, grad_norm: 8.2595 2020-10-24 21:36:03,724 - mmaction - INFO - Epoch [66][80/1147] lr: 1.000e-03, eta: 14:34:33, time: 1.320, data_time: 0.006, memory: 5812, loss_cls: 8.6128, loss: 8.6128, grad_norm: 8.2874 2020-10-24 21:36:29,796 - mmaction - INFO - Epoch [66][100/1147] lr: 1.000e-03, eta: 14:34:07, time: 1.296, data_time: 0.001, memory: 5812, loss_cls: 8.2495, loss: 8.2495, grad_norm: 8.0950 2020-10-24 21:36:55,256 - mmaction - INFO - Epoch [66][120/1147] lr: 1.000e-03, eta: 14:33:40, time: 1.267, data_time: 0.009, memory: 5812, loss_cls: 8.4909, loss: 8.4909, grad_norm: 8.3906 2020-10-24 21:37:21,286 - mmaction - INFO - Epoch [66][140/1147] lr: 1.000e-03, eta: 14:33:14, time: 1.309, data_time: 0.018, memory: 5812, loss_cls: 8.3692, loss: 8.3692, grad_norm: 8.3658 2020-10-24 21:37:46,961 - mmaction - INFO - Epoch [66][160/1147] lr: 1.000e-03, eta: 14:32:47, time: 1.288, data_time: 0.008, memory: 5812, loss_cls: 8.2909, loss: 8.2909, grad_norm: 8.3413 2020-10-24 21:38:12,165 - mmaction - INFO - Epoch [66][180/1147] lr: 1.000e-03, eta: 14:32:20, time: 1.259, data_time: 0.004, memory: 5812, loss_cls: 8.2757, loss: 8.2757, grad_norm: 8.3406 2020-10-24 21:38:37,967 - mmaction - INFO - Epoch [66][200/1147] lr: 1.000e-03, eta: 14:31:54, time: 1.287, data_time: 0.004, memory: 5812, loss_cls: 8.4843, loss: 8.4843, grad_norm: 8.3548 2020-10-24 21:39:03,395 - mmaction - INFO - Epoch [66][220/1147] lr: 1.000e-03, eta: 14:31:27, time: 1.270, data_time: 0.009, memory: 5812, loss_cls: 8.5714, loss: 8.5714, grad_norm: 8.2869 2020-10-24 21:39:29,244 - mmaction - INFO - Epoch [66][240/1147] lr: 1.000e-03, eta: 14:31:01, time: 1.296, data_time: 0.010, memory: 5812, loss_cls: 8.2903, loss: 8.2903, grad_norm: 8.1431 2020-10-24 21:39:54,942 - mmaction - INFO - Epoch [66][260/1147] lr: 1.000e-03, eta: 14:30:34, time: 1.288, data_time: 0.006, memory: 5812, loss_cls: 8.4169, loss: 8.4169, grad_norm: 8.2838 2020-10-24 21:40:20,718 - mmaction - INFO - Epoch [66][280/1147] lr: 1.000e-03, eta: 14:30:08, time: 1.289, data_time: 0.001, memory: 5812, loss_cls: 8.2181, loss: 8.2181, grad_norm: 8.3044 2020-10-24 21:40:45,899 - mmaction - INFO - Epoch [66][300/1147] lr: 1.000e-03, eta: 14:29:41, time: 1.258, data_time: 0.003, memory: 5812, loss_cls: 8.3769, loss: 8.3769, grad_norm: 8.2689 2020-10-24 21:41:11,180 - mmaction - INFO - Epoch [66][320/1147] lr: 1.000e-03, eta: 14:29:14, time: 1.258, data_time: 0.002, memory: 5812, loss_cls: 8.6458, loss: 8.6458, grad_norm: 8.4988 2020-10-24 21:41:35,913 - mmaction - INFO - Epoch [66][340/1147] lr: 1.000e-03, eta: 14:28:47, time: 1.237, data_time: 0.010, memory: 5812, loss_cls: 8.5036, loss: 8.5036, grad_norm: 8.2643 2020-10-24 21:41:59,694 - mmaction - INFO - Epoch [66][360/1147] lr: 1.000e-03, eta: 14:28:20, time: 1.195, data_time: 0.008, memory: 5812, loss_cls: 8.3246, loss: 8.3246, grad_norm: 8.2542 2020-10-24 21:42:24,718 - mmaction - INFO - Epoch [66][380/1147] lr: 1.000e-03, eta: 14:27:53, time: 1.249, data_time: 0.001, memory: 5812, loss_cls: 8.2845, loss: 8.2845, grad_norm: 8.2983 2020-10-24 21:42:50,420 - mmaction - INFO - Epoch [66][400/1147] lr: 1.000e-03, eta: 14:27:26, time: 1.285, data_time: 0.009, memory: 5812, loss_cls: 8.5920, loss: 8.5920, grad_norm: 8.3766 2020-10-24 21:43:15,996 - mmaction - INFO - Epoch [66][420/1147] lr: 1.000e-03, eta: 14:27:00, time: 1.277, data_time: 0.006, memory: 5812, loss_cls: 8.4377, loss: 8.4377, grad_norm: 8.2759 2020-10-24 21:43:41,155 - mmaction - INFO - Epoch [66][440/1147] lr: 1.000e-03, eta: 14:26:33, time: 1.262, data_time: 0.008, memory: 5812, loss_cls: 8.4419, loss: 8.4419, grad_norm: 8.4826 2020-10-24 21:44:07,179 - mmaction - INFO - Epoch [66][460/1147] lr: 1.000e-03, eta: 14:26:06, time: 1.295, data_time: 0.004, memory: 5812, loss_cls: 8.2919, loss: 8.2919, grad_norm: 8.3258 2020-10-24 21:44:31,969 - mmaction - INFO - Epoch [66][480/1147] lr: 1.000e-03, eta: 14:25:39, time: 1.243, data_time: 0.009, memory: 5812, loss_cls: 8.2958, loss: 8.2958, grad_norm: 8.3132 2020-10-24 21:44:57,390 - mmaction - INFO - Epoch [66][500/1147] lr: 1.000e-03, eta: 14:25:13, time: 1.273, data_time: 0.007, memory: 5812, loss_cls: 8.4477, loss: 8.4477, grad_norm: 8.4509 2020-10-24 21:45:23,113 - mmaction - INFO - Epoch [66][520/1147] lr: 1.000e-03, eta: 14:24:46, time: 1.281, data_time: 0.006, memory: 5812, loss_cls: 8.4394, loss: 8.4394, grad_norm: 8.3242 2020-10-24 21:45:48,078 - mmaction - INFO - Epoch [66][540/1147] lr: 1.000e-03, eta: 14:24:19, time: 1.253, data_time: 0.010, memory: 5812, loss_cls: 8.4358, loss: 8.4358, grad_norm: 8.3201 2020-10-24 21:46:13,861 - mmaction - INFO - Epoch [66][560/1147] lr: 1.000e-03, eta: 14:23:53, time: 1.288, data_time: 0.003, memory: 5812, loss_cls: 8.5795, loss: 8.5795, grad_norm: 8.4273 2020-10-24 21:46:39,734 - mmaction - INFO - Epoch [66][580/1147] lr: 1.000e-03, eta: 14:23:26, time: 1.294, data_time: 0.004, memory: 5812, loss_cls: 8.4846, loss: 8.4846, grad_norm: 8.3140 2020-10-24 21:47:04,854 - mmaction - INFO - Epoch [66][600/1147] lr: 1.000e-03, eta: 14:23:00, time: 1.251, data_time: 0.007, memory: 5812, loss_cls: 8.3697, loss: 8.3697, grad_norm: 8.3414 2020-10-24 21:47:29,662 - mmaction - INFO - Epoch [66][620/1147] lr: 1.000e-03, eta: 14:22:33, time: 1.242, data_time: 0.011, memory: 5812, loss_cls: 8.5099, loss: 8.5099, grad_norm: 8.4230 2020-10-24 21:47:54,618 - mmaction - INFO - Epoch [66][640/1147] lr: 1.000e-03, eta: 14:22:06, time: 1.254, data_time: 0.009, memory: 5812, loss_cls: 8.3623, loss: 8.3623, grad_norm: 8.2788 2020-10-24 21:48:20,048 - mmaction - INFO - Epoch [66][660/1147] lr: 1.000e-03, eta: 14:21:39, time: 1.271, data_time: 0.002, memory: 5812, loss_cls: 8.3331, loss: 8.3331, grad_norm: 8.3397 2020-10-24 21:48:45,504 - mmaction - INFO - Epoch [66][680/1147] lr: 1.000e-03, eta: 14:21:12, time: 1.273, data_time: 0.002, memory: 5812, loss_cls: 8.4943, loss: 8.4943, grad_norm: 8.4579 2020-10-24 21:49:11,267 - mmaction - INFO - Epoch [66][700/1147] lr: 1.000e-03, eta: 14:20:46, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 8.2519, loss: 8.2519, grad_norm: 8.2235 2020-10-24 21:49:36,144 - mmaction - INFO - Epoch [66][720/1147] lr: 1.000e-03, eta: 14:20:19, time: 1.242, data_time: 0.003, memory: 5812, loss_cls: 8.3306, loss: 8.3306, grad_norm: 8.4189 2020-10-24 21:50:01,867 - mmaction - INFO - Epoch [66][740/1147] lr: 1.000e-03, eta: 14:19:52, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 8.4041, loss: 8.4041, grad_norm: 8.3079 2020-10-24 21:50:26,571 - mmaction - INFO - Epoch [66][760/1147] lr: 1.000e-03, eta: 14:19:25, time: 1.232, data_time: 0.003, memory: 5812, loss_cls: 8.2575, loss: 8.2575, grad_norm: 8.3203 2020-10-24 21:50:52,318 - mmaction - INFO - Epoch [66][780/1147] lr: 1.000e-03, eta: 14:18:59, time: 1.282, data_time: 0.008, memory: 5812, loss_cls: 8.5256, loss: 8.5256, grad_norm: 8.4667 2020-10-24 21:51:17,264 - mmaction - INFO - Epoch [66][800/1147] lr: 1.000e-03, eta: 14:18:32, time: 1.253, data_time: 0.012, memory: 5812, loss_cls: 8.3901, loss: 8.3901, grad_norm: 8.2494 2020-10-24 21:51:42,448 - mmaction - INFO - Epoch [66][820/1147] lr: 1.000e-03, eta: 14:18:05, time: 1.260, data_time: 0.005, memory: 5812, loss_cls: 8.3283, loss: 8.3283, grad_norm: 8.3487 2020-10-24 21:52:08,080 - mmaction - INFO - Epoch [66][840/1147] lr: 1.000e-03, eta: 14:17:39, time: 1.284, data_time: 0.008, memory: 5812, loss_cls: 8.4745, loss: 8.4745, grad_norm: 8.5666 2020-10-24 21:52:33,088 - mmaction - INFO - Epoch [66][860/1147] lr: 1.000e-03, eta: 14:17:12, time: 1.247, data_time: 0.006, memory: 5812, loss_cls: 8.5223, loss: 8.5223, grad_norm: 8.3397 2020-10-24 21:52:58,583 - mmaction - INFO - Epoch [66][880/1147] lr: 1.000e-03, eta: 14:16:45, time: 1.278, data_time: 0.007, memory: 5812, loss_cls: 8.6348, loss: 8.6348, grad_norm: 8.3688 2020-10-24 21:53:24,449 - mmaction - INFO - Epoch [66][900/1147] lr: 1.000e-03, eta: 14:16:19, time: 1.288, data_time: 0.003, memory: 5812, loss_cls: 8.1833, loss: 8.1833, grad_norm: 8.1676 2020-10-24 21:53:49,701 - mmaction - INFO - Epoch [66][920/1147] lr: 1.000e-03, eta: 14:15:52, time: 1.269, data_time: 0.008, memory: 5812, loss_cls: 8.5885, loss: 8.5885, grad_norm: 8.4464 2020-10-24 21:54:15,556 - mmaction - INFO - Epoch [66][940/1147] lr: 1.000e-03, eta: 14:15:26, time: 1.291, data_time: 0.004, memory: 5812, loss_cls: 8.5923, loss: 8.5923, grad_norm: 8.3663 2020-10-24 21:54:41,127 - mmaction - INFO - Epoch [66][960/1147] lr: 1.000e-03, eta: 14:14:59, time: 1.279, data_time: 0.004, memory: 5812, loss_cls: 8.4024, loss: 8.4024, grad_norm: 8.3559 2020-10-24 21:55:06,851 - mmaction - INFO - Epoch [66][980/1147] lr: 1.000e-03, eta: 14:14:32, time: 1.282, data_time: 0.004, memory: 5812, loss_cls: 8.5050, loss: 8.5050, grad_norm: 8.4461 2020-10-24 21:55:32,279 - mmaction - INFO - Epoch [66][1000/1147] lr: 1.000e-03, eta: 14:14:06, time: 1.272, data_time: 0.007, memory: 5812, loss_cls: 8.3979, loss: 8.3979, grad_norm: 8.3199 2020-10-24 21:55:58,124 - mmaction - INFO - Epoch [66][1020/1147] lr: 1.000e-03, eta: 14:13:39, time: 1.294, data_time: 0.009, memory: 5812, loss_cls: 8.6229, loss: 8.6229, grad_norm: 8.5032 2020-10-24 21:56:23,837 - mmaction - INFO - Epoch [66][1040/1147] lr: 1.000e-03, eta: 14:13:13, time: 1.278, data_time: 0.008, memory: 5812, loss_cls: 8.5261, loss: 8.5261, grad_norm: 8.2819 2020-10-24 21:56:49,590 - mmaction - INFO - Epoch [66][1060/1147] lr: 1.000e-03, eta: 14:12:46, time: 1.283, data_time: 0.011, memory: 5812, loss_cls: 8.4725, loss: 8.4725, grad_norm: 8.3502 2020-10-24 21:57:15,310 - mmaction - INFO - Epoch [66][1080/1147] lr: 1.000e-03, eta: 14:12:20, time: 1.300, data_time: 0.018, memory: 5812, loss_cls: 8.3315, loss: 8.3315, grad_norm: 8.3984 2020-10-24 21:57:40,887 - mmaction - INFO - Epoch [66][1100/1147] lr: 1.000e-03, eta: 14:11:53, time: 1.268, data_time: 0.003, memory: 5812, loss_cls: 8.3424, loss: 8.3424, grad_norm: 8.2331 2020-10-24 21:58:06,309 - mmaction - INFO - Epoch [66][1120/1147] lr: 1.000e-03, eta: 14:11:27, time: 1.282, data_time: 0.015, memory: 5812, loss_cls: 8.5050, loss: 8.5050, grad_norm: 8.3480 2020-10-24 21:58:31,894 - mmaction - INFO - Epoch [66][1140/1147] lr: 1.000e-03, eta: 14:11:00, time: 1.272, data_time: 0.005, memory: 5812, loss_cls: 8.4666, loss: 8.4666, grad_norm: 8.3903 2020-10-24 21:59:25,939 - mmaction - INFO - Epoch [67][20/1147] lr: 1.000e-03, eta: 14:10:31, time: 2.255, data_time: 0.973, memory: 5812, loss_cls: 8.3759, loss: 8.3759, grad_norm: 8.3293 2020-10-24 21:59:53,038 - mmaction - INFO - Epoch [67][40/1147] lr: 1.000e-03, eta: 14:10:05, time: 1.360, data_time: 0.011, memory: 5812, loss_cls: 8.5577, loss: 8.5577, grad_norm: 8.4551 2020-10-24 22:00:19,546 - mmaction - INFO - Epoch [67][60/1147] lr: 1.000e-03, eta: 14:09:39, time: 1.325, data_time: 0.004, memory: 5812, loss_cls: 8.4694, loss: 8.4694, grad_norm: 8.3834 2020-10-24 22:00:46,609 - mmaction - INFO - Epoch [67][80/1147] lr: 1.000e-03, eta: 14:09:14, time: 1.351, data_time: 0.146, memory: 5812, loss_cls: 8.4277, loss: 8.4277, grad_norm: 8.3491 2020-10-24 22:01:13,302 - mmaction - INFO - Epoch [67][100/1147] lr: 1.000e-03, eta: 14:08:48, time: 1.336, data_time: 0.406, memory: 5812, loss_cls: 8.3780, loss: 8.3780, grad_norm: 8.4354 2020-10-24 22:01:39,156 - mmaction - INFO - Epoch [67][120/1147] lr: 1.000e-03, eta: 14:08:21, time: 1.295, data_time: 0.455, memory: 5812, loss_cls: 8.3953, loss: 8.3953, grad_norm: 8.3912 2020-10-24 22:02:05,527 - mmaction - INFO - Epoch [67][140/1147] lr: 1.000e-03, eta: 14:07:55, time: 1.311, data_time: 0.368, memory: 5812, loss_cls: 8.5520, loss: 8.5520, grad_norm: 8.3593 2020-10-24 22:02:31,219 - mmaction - INFO - Epoch [67][160/1147] lr: 1.000e-03, eta: 14:07:29, time: 1.288, data_time: 0.101, memory: 5812, loss_cls: 8.4436, loss: 8.4436, grad_norm: 8.7280 2020-10-24 22:02:57,622 - mmaction - INFO - Epoch [67][180/1147] lr: 1.000e-03, eta: 14:07:03, time: 1.322, data_time: 0.010, memory: 5812, loss_cls: 8.3228, loss: 8.3228, grad_norm: 8.3589 2020-10-24 22:03:23,564 - mmaction - INFO - Epoch [67][200/1147] lr: 1.000e-03, eta: 14:06:36, time: 1.297, data_time: 0.008, memory: 5812, loss_cls: 8.3810, loss: 8.3810, grad_norm: 8.3077 2020-10-24 22:03:49,146 - mmaction - INFO - Epoch [67][220/1147] lr: 1.000e-03, eta: 14:06:10, time: 1.280, data_time: 0.006, memory: 5812, loss_cls: 8.3182, loss: 8.3182, grad_norm: 8.3539 2020-10-24 22:04:15,245 - mmaction - INFO - Epoch [67][240/1147] lr: 1.000e-03, eta: 14:05:44, time: 1.303, data_time: 0.005, memory: 5812, loss_cls: 8.4069, loss: 8.4069, grad_norm: 8.3676 2020-10-24 22:04:40,841 - mmaction - INFO - Epoch [67][260/1147] lr: 1.000e-03, eta: 14:05:17, time: 1.283, data_time: 0.004, memory: 5812, loss_cls: 8.5464, loss: 8.5464, grad_norm: 8.4854 2020-10-24 22:05:06,836 - mmaction - INFO - Epoch [67][280/1147] lr: 1.000e-03, eta: 14:04:51, time: 1.295, data_time: 0.005, memory: 5812, loss_cls: 8.5328, loss: 8.5328, grad_norm: 8.4854 2020-10-24 22:05:32,367 - mmaction - INFO - Epoch [67][300/1147] lr: 1.000e-03, eta: 14:04:24, time: 1.277, data_time: 0.007, memory: 5812, loss_cls: 8.3124, loss: 8.3124, grad_norm: 8.4096 2020-10-24 22:05:58,110 - mmaction - INFO - Epoch [67][320/1147] lr: 1.000e-03, eta: 14:03:58, time: 1.286, data_time: 0.006, memory: 5812, loss_cls: 8.5326, loss: 8.5326, grad_norm: 8.3751 2020-10-24 22:06:24,206 - mmaction - INFO - Epoch [67][340/1147] lr: 1.000e-03, eta: 14:03:31, time: 1.301, data_time: 0.008, memory: 5812, loss_cls: 8.4224, loss: 8.4224, grad_norm: 8.3067 2020-10-24 22:06:49,620 - mmaction - INFO - Epoch [67][360/1147] lr: 1.000e-03, eta: 14:03:05, time: 1.272, data_time: 0.011, memory: 5812, loss_cls: 8.3735, loss: 8.3735, grad_norm: 8.1418 2020-10-24 22:07:15,566 - mmaction - INFO - Epoch [67][380/1147] lr: 1.000e-03, eta: 14:02:39, time: 1.304, data_time: 0.008, memory: 5812, loss_cls: 8.4307, loss: 8.4307, grad_norm: 8.3700 2020-10-24 22:07:41,385 - mmaction - INFO - Epoch [67][400/1147] lr: 1.000e-03, eta: 14:02:12, time: 1.286, data_time: 0.001, memory: 5812, loss_cls: 8.5201, loss: 8.5201, grad_norm: 8.5022 2020-10-24 22:08:07,133 - mmaction - INFO - Epoch [67][420/1147] lr: 1.000e-03, eta: 14:01:46, time: 1.292, data_time: 0.008, memory: 5812, loss_cls: 8.5348, loss: 8.5348, grad_norm: 8.4620 2020-10-24 22:08:32,881 - mmaction - INFO - Epoch [67][440/1147] lr: 1.000e-03, eta: 14:01:19, time: 1.286, data_time: 0.006, memory: 5812, loss_cls: 8.3336, loss: 8.3336, grad_norm: 8.4732 2020-10-24 22:08:59,021 - mmaction - INFO - Epoch [67][460/1147] lr: 1.000e-03, eta: 14:00:53, time: 1.302, data_time: 0.004, memory: 5812, loss_cls: 8.3503, loss: 8.3503, grad_norm: 8.3312 2020-10-24 22:09:24,883 - mmaction - INFO - Epoch [67][480/1147] lr: 1.000e-03, eta: 14:00:27, time: 1.293, data_time: 0.009, memory: 5812, loss_cls: 8.3746, loss: 8.3746, grad_norm: 8.3680 2020-10-24 22:09:51,018 - mmaction - INFO - Epoch [67][500/1147] lr: 1.000e-03, eta: 14:00:00, time: 1.307, data_time: 0.009, memory: 5812, loss_cls: 8.5530, loss: 8.5530, grad_norm: 8.5157 2020-10-24 22:10:16,781 - mmaction - INFO - Epoch [67][520/1147] lr: 1.000e-03, eta: 13:59:34, time: 1.289, data_time: 0.009, memory: 5812, loss_cls: 8.1623, loss: 8.1623, grad_norm: 8.3353 2020-10-24 22:10:42,724 - mmaction - INFO - Epoch [67][540/1147] lr: 1.000e-03, eta: 13:59:08, time: 1.302, data_time: 0.007, memory: 5812, loss_cls: 8.2936, loss: 8.2936, grad_norm: 8.3479 2020-10-24 22:11:08,875 - mmaction - INFO - Epoch [67][560/1147] lr: 1.000e-03, eta: 13:58:42, time: 1.309, data_time: 0.005, memory: 5812, loss_cls: 8.5066, loss: 8.5066, grad_norm: 8.5908 2020-10-24 22:11:34,612 - mmaction - INFO - Epoch [67][580/1147] lr: 1.000e-03, eta: 13:58:15, time: 1.284, data_time: 0.002, memory: 5812, loss_cls: 8.3567, loss: 8.3567, grad_norm: 8.3684 2020-10-24 22:12:00,925 - mmaction - INFO - Epoch [67][600/1147] lr: 1.000e-03, eta: 13:57:49, time: 1.318, data_time: 0.004, memory: 5812, loss_cls: 8.4737, loss: 8.4737, grad_norm: 8.4615 2020-10-24 22:12:26,343 - mmaction - INFO - Epoch [67][620/1147] lr: 1.000e-03, eta: 13:57:22, time: 1.266, data_time: 0.001, memory: 5812, loss_cls: 8.4990, loss: 8.4990, grad_norm: 8.4594 2020-10-24 22:12:52,249 - mmaction - INFO - Epoch [67][640/1147] lr: 1.000e-03, eta: 13:56:56, time: 1.295, data_time: 0.006, memory: 5812, loss_cls: 8.3674, loss: 8.3674, grad_norm: 8.4071 2020-10-24 22:13:18,464 - mmaction - INFO - Epoch [67][660/1147] lr: 1.000e-03, eta: 13:56:30, time: 1.315, data_time: 0.008, memory: 5812, loss_cls: 8.4095, loss: 8.4095, grad_norm: 8.4810 2020-10-24 22:13:43,957 - mmaction - INFO - Epoch [67][680/1147] lr: 1.000e-03, eta: 13:56:03, time: 1.267, data_time: 0.002, memory: 5812, loss_cls: 8.4109, loss: 8.4109, grad_norm: 8.3836 2020-10-24 22:14:09,686 - mmaction - INFO - Epoch [67][700/1147] lr: 1.000e-03, eta: 13:55:37, time: 1.290, data_time: 0.011, memory: 5812, loss_cls: 8.3267, loss: 8.3267, grad_norm: 8.4184 2020-10-24 22:14:35,568 - mmaction - INFO - Epoch [67][720/1147] lr: 1.000e-03, eta: 13:55:10, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 8.3437, loss: 8.3437, grad_norm: 8.4684 2020-10-24 22:15:01,587 - mmaction - INFO - Epoch [67][740/1147] lr: 1.000e-03, eta: 13:54:44, time: 1.307, data_time: 0.260, memory: 5812, loss_cls: 8.1733, loss: 8.1733, grad_norm: 8.3247 2020-10-24 22:15:27,415 - mmaction - INFO - Epoch [67][760/1147] lr: 1.000e-03, eta: 13:54:18, time: 1.286, data_time: 0.287, memory: 5812, loss_cls: 8.2609, loss: 8.2609, grad_norm: 8.5113 2020-10-24 22:15:53,686 - mmaction - INFO - Epoch [67][780/1147] lr: 1.000e-03, eta: 13:53:52, time: 1.313, data_time: 0.501, memory: 5812, loss_cls: 8.5378, loss: 8.5378, grad_norm: 8.3994 2020-10-24 22:16:19,659 - mmaction - INFO - Epoch [67][800/1147] lr: 1.000e-03, eta: 13:53:25, time: 1.305, data_time: 0.620, memory: 5812, loss_cls: 8.4320, loss: 8.4320, grad_norm: 8.4618 2020-10-24 22:16:45,129 - mmaction - INFO - Epoch [67][820/1147] lr: 1.000e-03, eta: 13:52:59, time: 1.272, data_time: 0.637, memory: 5812, loss_cls: 8.4847, loss: 8.4847, grad_norm: 8.5589 2020-10-24 22:17:11,001 - mmaction - INFO - Epoch [67][840/1147] lr: 1.000e-03, eta: 13:52:32, time: 1.295, data_time: 0.657, memory: 5812, loss_cls: 8.3693, loss: 8.3693, grad_norm: 8.3109 2020-10-24 22:17:36,453 - mmaction - INFO - Epoch [67][860/1147] lr: 1.000e-03, eta: 13:52:06, time: 1.272, data_time: 0.642, memory: 5812, loss_cls: 8.5041, loss: 8.5041, grad_norm: 8.4774 2020-10-24 22:18:02,197 - mmaction - INFO - Epoch [67][880/1147] lr: 1.000e-03, eta: 13:51:39, time: 1.281, data_time: 0.648, memory: 5812, loss_cls: 8.2909, loss: 8.2909, grad_norm: 8.2988 2020-10-24 22:18:27,856 - mmaction - INFO - Epoch [67][900/1147] lr: 1.000e-03, eta: 13:51:13, time: 1.286, data_time: 0.662, memory: 5812, loss_cls: 8.4797, loss: 8.4797, grad_norm: 8.2634 2020-10-24 22:18:52,962 - mmaction - INFO - Epoch [67][920/1147] lr: 1.000e-03, eta: 13:50:46, time: 1.258, data_time: 0.609, memory: 5812, loss_cls: 8.2856, loss: 8.2856, grad_norm: 8.3901 2020-10-24 22:19:18,726 - mmaction - INFO - Epoch [67][940/1147] lr: 1.000e-03, eta: 13:50:20, time: 1.290, data_time: 0.681, memory: 5812, loss_cls: 8.1602, loss: 8.1602, grad_norm: 8.3136 2020-10-24 22:19:44,372 - mmaction - INFO - Epoch [67][960/1147] lr: 1.000e-03, eta: 13:49:53, time: 1.275, data_time: 0.692, memory: 5812, loss_cls: 8.4377, loss: 8.4377, grad_norm: 8.5230 2020-10-24 22:20:10,214 - mmaction - INFO - Epoch [67][980/1147] lr: 1.000e-03, eta: 13:49:27, time: 1.299, data_time: 0.701, memory: 5812, loss_cls: 8.2449, loss: 8.2449, grad_norm: 8.3354 2020-10-24 22:20:36,129 - mmaction - INFO - Epoch [67][1000/1147] lr: 1.000e-03, eta: 13:49:00, time: 1.295, data_time: 0.651, memory: 5812, loss_cls: 8.4477, loss: 8.4477, grad_norm: 8.4129 2020-10-24 22:21:01,346 - mmaction - INFO - Epoch [67][1020/1147] lr: 1.000e-03, eta: 13:48:34, time: 1.261, data_time: 0.637, memory: 5812, loss_cls: 8.3081, loss: 8.3081, grad_norm: 8.3034 2020-10-24 22:21:26,385 - mmaction - INFO - Epoch [67][1040/1147] lr: 1.000e-03, eta: 13:48:07, time: 1.252, data_time: 0.627, memory: 5812, loss_cls: 8.4604, loss: 8.4604, grad_norm: 8.6130 2020-10-24 22:21:52,423 - mmaction - INFO - Epoch [67][1060/1147] lr: 1.000e-03, eta: 13:47:41, time: 1.302, data_time: 0.591, memory: 5812, loss_cls: 8.5324, loss: 8.5324, grad_norm: 8.4088 2020-10-24 22:22:18,209 - mmaction - INFO - Epoch [67][1080/1147] lr: 1.000e-03, eta: 13:47:14, time: 1.279, data_time: 0.650, memory: 5812, loss_cls: 8.4697, loss: 8.4697, grad_norm: 8.2827 2020-10-24 22:22:43,920 - mmaction - INFO - Epoch [67][1100/1147] lr: 1.000e-03, eta: 13:46:48, time: 1.295, data_time: 0.596, memory: 5812, loss_cls: 8.2667, loss: 8.2667, grad_norm: 8.4102 2020-10-24 22:23:09,222 - mmaction - INFO - Epoch [67][1120/1147] lr: 1.000e-03, eta: 13:46:21, time: 1.265, data_time: 0.572, memory: 5812, loss_cls: 8.3417, loss: 8.3417, grad_norm: 8.4704 2020-10-24 22:23:34,642 - mmaction - INFO - Epoch [67][1140/1147] lr: 1.000e-03, eta: 13:45:54, time: 1.268, data_time: 0.614, memory: 5812, loss_cls: 8.5163, loss: 8.5163, grad_norm: 8.4275 2020-10-24 22:24:24,112 - mmaction - INFO - Epoch [68][20/1147] lr: 1.000e-03, eta: 13:45:22, time: 2.042, data_time: 1.060, memory: 5812, loss_cls: 8.0798, loss: 8.0798, grad_norm: 8.2621 2020-10-24 22:24:51,706 - mmaction - INFO - Epoch [68][40/1147] lr: 1.000e-03, eta: 13:44:57, time: 1.379, data_time: 0.017, memory: 5812, loss_cls: 8.2423, loss: 8.2423, grad_norm: 8.4614 2020-10-24 22:25:17,876 - mmaction - INFO - Epoch [68][60/1147] lr: 1.000e-03, eta: 13:44:31, time: 1.310, data_time: 0.007, memory: 5812, loss_cls: 8.2568, loss: 8.2568, grad_norm: 8.3377 2020-10-24 22:25:43,814 - mmaction - INFO - Epoch [68][80/1147] lr: 1.000e-03, eta: 13:44:04, time: 1.292, data_time: 0.004, memory: 5812, loss_cls: 8.3759, loss: 8.3759, grad_norm: 8.5334 2020-10-24 22:26:10,148 - mmaction - INFO - Epoch [68][100/1147] lr: 1.000e-03, eta: 13:43:38, time: 1.320, data_time: 0.008, memory: 5812, loss_cls: 8.5561, loss: 8.5561, grad_norm: 8.7506 2020-10-24 22:26:35,992 - mmaction - INFO - Epoch [68][120/1147] lr: 1.000e-03, eta: 13:43:12, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 8.1871, loss: 8.1871, grad_norm: 8.3032 2020-10-24 22:27:01,820 - mmaction - INFO - Epoch [68][140/1147] lr: 1.000e-03, eta: 13:42:45, time: 1.288, data_time: 0.007, memory: 5812, loss_cls: 8.3472, loss: 8.3472, grad_norm: 8.4734 2020-10-24 22:27:27,572 - mmaction - INFO - Epoch [68][160/1147] lr: 1.000e-03, eta: 13:42:19, time: 1.291, data_time: 0.011, memory: 5812, loss_cls: 8.5318, loss: 8.5318, grad_norm: 8.7613 2020-10-24 22:27:53,219 - mmaction - INFO - Epoch [68][180/1147] lr: 1.000e-03, eta: 13:41:52, time: 1.278, data_time: 0.008, memory: 5812, loss_cls: 8.2906, loss: 8.2906, grad_norm: 8.3894 2020-10-24 22:28:19,281 - mmaction - INFO - Epoch [68][200/1147] lr: 1.000e-03, eta: 13:41:26, time: 1.295, data_time: 0.009, memory: 5812, loss_cls: 8.5571, loss: 8.5571, grad_norm: 8.6991 2020-10-24 22:28:44,971 - mmaction - INFO - Epoch [68][220/1147] lr: 1.000e-03, eta: 13:41:00, time: 1.299, data_time: 0.017, memory: 5812, loss_cls: 8.4403, loss: 8.4403, grad_norm: 8.3484 2020-10-24 22:29:11,189 - mmaction - INFO - Epoch [68][240/1147] lr: 1.000e-03, eta: 13:40:34, time: 1.312, data_time: 0.004, memory: 5812, loss_cls: 8.5789, loss: 8.5789, grad_norm: 8.6870 2020-10-24 22:29:36,763 - mmaction - INFO - Epoch [68][260/1147] lr: 1.000e-03, eta: 13:40:07, time: 1.279, data_time: 0.002, memory: 5812, loss_cls: 8.4746, loss: 8.4746, grad_norm: 8.5333 2020-10-24 22:30:03,114 - mmaction - INFO - Epoch [68][280/1147] lr: 1.000e-03, eta: 13:39:41, time: 1.317, data_time: 0.003, memory: 5812, loss_cls: 8.3224, loss: 8.3224, grad_norm: 8.3238 2020-10-24 22:30:29,343 - mmaction - INFO - Epoch [68][300/1147] lr: 1.000e-03, eta: 13:39:15, time: 1.308, data_time: 0.004, memory: 5812, loss_cls: 8.5382, loss: 8.5382, grad_norm: 8.7643 2020-10-24 22:30:55,800 - mmaction - INFO - Epoch [68][320/1147] lr: 1.000e-03, eta: 13:38:49, time: 1.326, data_time: 0.007, memory: 5812, loss_cls: 8.5328, loss: 8.5328, grad_norm: 8.5153 2020-10-24 22:31:21,565 - mmaction - INFO - Epoch [68][340/1147] lr: 1.000e-03, eta: 13:38:22, time: 1.285, data_time: 0.003, memory: 5812, loss_cls: 8.4718, loss: 8.4718, grad_norm: 8.4594 2020-10-24 22:31:47,607 - mmaction - INFO - Epoch [68][360/1147] lr: 1.000e-03, eta: 13:37:56, time: 1.301, data_time: 0.007, memory: 5812, loss_cls: 8.2710, loss: 8.2710, grad_norm: 8.5430 2020-10-24 22:32:13,414 - mmaction - INFO - Epoch [68][380/1147] lr: 1.000e-03, eta: 13:37:30, time: 1.293, data_time: 0.008, memory: 5812, loss_cls: 8.4757, loss: 8.4757, grad_norm: 8.4753 2020-10-24 22:32:39,601 - mmaction - INFO - Epoch [68][400/1147] lr: 1.000e-03, eta: 13:37:04, time: 1.311, data_time: 0.005, memory: 5812, loss_cls: 8.4089, loss: 8.4089, grad_norm: 8.3763 2020-10-24 22:33:05,733 - mmaction - INFO - Epoch [68][420/1147] lr: 1.000e-03, eta: 13:36:37, time: 1.308, data_time: 0.004, memory: 5812, loss_cls: 8.3601, loss: 8.3601, grad_norm: 8.3961 2020-10-24 22:33:31,256 - mmaction - INFO - Epoch [68][440/1147] lr: 1.000e-03, eta: 13:36:11, time: 1.265, data_time: 0.004, memory: 5812, loss_cls: 8.2974, loss: 8.2974, grad_norm: 8.3194 2020-10-24 22:33:57,184 - mmaction - INFO - Epoch [68][460/1147] lr: 1.000e-03, eta: 13:35:44, time: 1.303, data_time: 0.014, memory: 5812, loss_cls: 8.3257, loss: 8.3257, grad_norm: 8.5541 2020-10-24 22:34:22,581 - mmaction - INFO - Epoch [68][480/1147] lr: 1.000e-03, eta: 13:35:18, time: 1.274, data_time: 0.009, memory: 5812, loss_cls: 8.1885, loss: 8.1885, grad_norm: 8.1949 2020-10-24 22:34:48,476 - mmaction - INFO - Epoch [68][500/1147] lr: 1.000e-03, eta: 13:34:52, time: 1.291, data_time: 0.004, memory: 5812, loss_cls: 8.3500, loss: 8.3500, grad_norm: 8.6232 2020-10-24 22:35:14,186 - mmaction - INFO - Epoch [68][520/1147] lr: 1.000e-03, eta: 13:34:25, time: 1.288, data_time: 0.006, memory: 5812, loss_cls: 8.3703, loss: 8.3703, grad_norm: 8.3753 2020-10-24 22:35:40,166 - mmaction - INFO - Epoch [68][540/1147] lr: 1.000e-03, eta: 13:33:59, time: 1.288, data_time: 0.002, memory: 5812, loss_cls: 8.3764, loss: 8.3764, grad_norm: 8.4384 2020-10-24 22:36:05,757 - mmaction - INFO - Epoch [68][560/1147] lr: 1.000e-03, eta: 13:33:32, time: 1.284, data_time: 0.013, memory: 5812, loss_cls: 8.2694, loss: 8.2694, grad_norm: 8.4445 2020-10-24 22:36:31,749 - mmaction - INFO - Epoch [68][580/1147] lr: 1.000e-03, eta: 13:33:06, time: 1.300, data_time: 0.009, memory: 5812, loss_cls: 8.6949, loss: 8.6949, grad_norm: 8.6308 2020-10-24 22:36:57,834 - mmaction - INFO - Epoch [68][600/1147] lr: 1.000e-03, eta: 13:32:40, time: 1.305, data_time: 0.011, memory: 5812, loss_cls: 8.4796, loss: 8.4796, grad_norm: 8.4101 2020-10-24 22:37:24,239 - mmaction - INFO - Epoch [68][620/1147] lr: 1.000e-03, eta: 13:32:14, time: 1.323, data_time: 0.011, memory: 5812, loss_cls: 8.2822, loss: 8.2822, grad_norm: 8.4763 2020-10-24 22:37:50,015 - mmaction - INFO - Epoch [68][640/1147] lr: 1.000e-03, eta: 13:31:47, time: 1.285, data_time: 0.005, memory: 5812, loss_cls: 8.5063, loss: 8.5063, grad_norm: 8.5270 2020-10-24 22:38:15,995 - mmaction - INFO - Epoch [68][660/1147] lr: 1.000e-03, eta: 13:31:21, time: 1.292, data_time: 0.009, memory: 5812, loss_cls: 8.2728, loss: 8.2728, grad_norm: 8.5139 2020-10-24 22:38:41,795 - mmaction - INFO - Epoch [68][680/1147] lr: 1.000e-03, eta: 13:30:55, time: 1.301, data_time: 0.016, memory: 5812, loss_cls: 8.5751, loss: 8.5751, grad_norm: 8.5331 2020-10-24 22:39:07,600 - mmaction - INFO - Epoch [68][700/1147] lr: 1.000e-03, eta: 13:30:28, time: 1.291, data_time: 0.005, memory: 5812, loss_cls: 8.4437, loss: 8.4437, grad_norm: 8.5155 2020-10-24 22:39:33,082 - mmaction - INFO - Epoch [68][720/1147] lr: 1.000e-03, eta: 13:30:02, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.4855, loss: 8.4855, grad_norm: 8.5251 2020-10-24 22:39:59,162 - mmaction - INFO - Epoch [68][740/1147] lr: 1.000e-03, eta: 13:29:35, time: 1.302, data_time: 0.004, memory: 5812, loss_cls: 8.3545, loss: 8.3545, grad_norm: 8.6298 2020-10-24 22:40:25,327 - mmaction - INFO - Epoch [68][760/1147] lr: 1.000e-03, eta: 13:29:09, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 8.5391, loss: 8.5391, grad_norm: 8.5982 2020-10-24 22:40:50,545 - mmaction - INFO - Epoch [68][780/1147] lr: 1.000e-03, eta: 13:28:43, time: 1.270, data_time: 0.012, memory: 5812, loss_cls: 8.3928, loss: 8.3928, grad_norm: 8.4842 2020-10-24 22:41:16,376 - mmaction - INFO - Epoch [68][800/1147] lr: 1.000e-03, eta: 13:28:16, time: 1.292, data_time: 0.007, memory: 5812, loss_cls: 8.3621, loss: 8.3621, grad_norm: 8.6214 2020-10-24 22:41:41,038 - mmaction - INFO - Epoch [68][820/1147] lr: 1.000e-03, eta: 13:27:49, time: 1.231, data_time: 0.004, memory: 5812, loss_cls: 8.3697, loss: 8.3697, grad_norm: 8.5514 2020-10-24 22:42:07,610 - mmaction - INFO - Epoch [68][840/1147] lr: 1.000e-03, eta: 13:27:23, time: 1.322, data_time: 0.004, memory: 5812, loss_cls: 8.3498, loss: 8.3498, grad_norm: 8.4855 2020-10-24 22:42:33,151 - mmaction - INFO - Epoch [68][860/1147] lr: 1.000e-03, eta: 13:26:57, time: 1.284, data_time: 0.011, memory: 5812, loss_cls: 8.4812, loss: 8.4812, grad_norm: 8.5689 2020-10-24 22:42:58,704 - mmaction - INFO - Epoch [68][880/1147] lr: 1.000e-03, eta: 13:26:30, time: 1.275, data_time: 0.008, memory: 5812, loss_cls: 8.3794, loss: 8.3794, grad_norm: 8.5481 2020-10-24 22:43:24,532 - mmaction - INFO - Epoch [68][900/1147] lr: 1.000e-03, eta: 13:26:04, time: 1.293, data_time: 0.005, memory: 5812, loss_cls: 8.2736, loss: 8.2736, grad_norm: 8.3823 2020-10-24 22:43:49,973 - mmaction - INFO - Epoch [68][920/1147] lr: 1.000e-03, eta: 13:25:37, time: 1.272, data_time: 0.005, memory: 5812, loss_cls: 8.4789, loss: 8.4789, grad_norm: 8.5957 2020-10-24 22:44:16,065 - mmaction - INFO - Epoch [68][940/1147] lr: 1.000e-03, eta: 13:25:11, time: 1.302, data_time: 0.003, memory: 5812, loss_cls: 8.3656, loss: 8.3656, grad_norm: 8.4305 2020-10-24 22:44:41,886 - mmaction - INFO - Epoch [68][960/1147] lr: 1.000e-03, eta: 13:24:45, time: 1.295, data_time: 0.006, memory: 5812, loss_cls: 8.4368, loss: 8.4368, grad_norm: 8.4816 2020-10-24 22:45:07,692 - mmaction - INFO - Epoch [68][980/1147] lr: 1.000e-03, eta: 13:24:18, time: 1.286, data_time: 0.003, memory: 5812, loss_cls: 8.4585, loss: 8.4585, grad_norm: 8.4414 2020-10-24 22:45:33,013 - mmaction - INFO - Epoch [68][1000/1147] lr: 1.000e-03, eta: 13:23:52, time: 1.268, data_time: 0.010, memory: 5812, loss_cls: 8.4896, loss: 8.4896, grad_norm: 8.6642 2020-10-24 22:45:58,461 - mmaction - INFO - Epoch [68][1020/1147] lr: 1.000e-03, eta: 13:23:25, time: 1.270, data_time: 0.009, memory: 5812, loss_cls: 8.4002, loss: 8.4002, grad_norm: 8.4781 2020-10-24 22:46:24,124 - mmaction - INFO - Epoch [68][1040/1147] lr: 1.000e-03, eta: 13:22:58, time: 1.286, data_time: 0.008, memory: 5812, loss_cls: 8.3680, loss: 8.3680, grad_norm: 8.4867 2020-10-24 22:46:49,797 - mmaction - INFO - Epoch [68][1060/1147] lr: 1.000e-03, eta: 13:22:32, time: 1.281, data_time: 0.006, memory: 5812, loss_cls: 8.3434, loss: 8.3434, grad_norm: 8.5370 2020-10-24 22:47:16,089 - mmaction - INFO - Epoch [68][1080/1147] lr: 1.000e-03, eta: 13:22:06, time: 1.309, data_time: 0.006, memory: 5812, loss_cls: 8.3475, loss: 8.3475, grad_norm: 8.4366 2020-10-24 22:47:42,098 - mmaction - INFO - Epoch [68][1100/1147] lr: 1.000e-03, eta: 13:21:40, time: 1.310, data_time: 0.014, memory: 5812, loss_cls: 8.3597, loss: 8.3597, grad_norm: 8.4619 2020-10-24 22:48:08,058 - mmaction - INFO - Epoch [68][1120/1147] lr: 1.000e-03, eta: 13:21:13, time: 1.299, data_time: 0.003, memory: 5812, loss_cls: 8.5864, loss: 8.5864, grad_norm: 8.7113 2020-10-24 22:48:34,273 - mmaction - INFO - Epoch [68][1140/1147] lr: 1.000e-03, eta: 13:20:47, time: 1.307, data_time: 0.003, memory: 5812, loss_cls: 8.4549, loss: 8.4549, grad_norm: 8.3950 2020-10-24 22:49:23,367 - mmaction - INFO - Epoch [69][20/1147] lr: 1.000e-03, eta: 13:20:15, time: 2.078, data_time: 1.270, memory: 5812, loss_cls: 8.3946, loss: 8.3946, grad_norm: 8.3633 2020-10-24 22:49:50,823 - mmaction - INFO - Epoch [69][40/1147] lr: 1.000e-03, eta: 13:19:50, time: 1.375, data_time: 0.224, memory: 5812, loss_cls: 8.1759, loss: 8.1759, grad_norm: 8.2249 2020-10-24 22:50:17,562 - mmaction - INFO - Epoch [69][60/1147] lr: 1.000e-03, eta: 13:19:24, time: 1.332, data_time: 0.148, memory: 5812, loss_cls: 8.3675, loss: 8.3675, grad_norm: 8.5150 2020-10-24 22:50:44,197 - mmaction - INFO - Epoch [69][80/1147] lr: 1.000e-03, eta: 13:18:58, time: 1.335, data_time: 0.007, memory: 5812, loss_cls: 8.4631, loss: 8.4631, grad_norm: 8.5649 2020-10-24 22:51:10,555 - mmaction - INFO - Epoch [69][100/1147] lr: 1.000e-03, eta: 13:18:32, time: 1.318, data_time: 0.005, memory: 5812, loss_cls: 8.2898, loss: 8.2898, grad_norm: 8.5343 2020-10-24 22:51:37,074 - mmaction - INFO - Epoch [69][120/1147] lr: 1.000e-03, eta: 13:18:06, time: 1.326, data_time: 0.006, memory: 5812, loss_cls: 8.6271, loss: 8.6271, grad_norm: 8.6355 2020-10-24 22:52:02,673 - mmaction - INFO - Epoch [69][140/1147] lr: 1.000e-03, eta: 13:17:39, time: 1.279, data_time: 0.005, memory: 5812, loss_cls: 8.3628, loss: 8.3628, grad_norm: 8.6739 2020-10-24 22:52:28,721 - mmaction - INFO - Epoch [69][160/1147] lr: 1.000e-03, eta: 13:17:13, time: 1.302, data_time: 0.012, memory: 5812, loss_cls: 8.4434, loss: 8.4434, grad_norm: 8.4338 2020-10-24 22:52:54,557 - mmaction - INFO - Epoch [69][180/1147] lr: 1.000e-03, eta: 13:16:47, time: 1.292, data_time: 0.007, memory: 5812, loss_cls: 8.5345, loss: 8.5345, grad_norm: 8.6645 2020-10-24 22:53:20,372 - mmaction - INFO - Epoch [69][200/1147] lr: 1.000e-03, eta: 13:16:20, time: 1.290, data_time: 0.005, memory: 5812, loss_cls: 8.2760, loss: 8.2760, grad_norm: 8.2962 2020-10-24 22:53:46,349 - mmaction - INFO - Epoch [69][220/1147] lr: 1.000e-03, eta: 13:15:54, time: 1.301, data_time: 0.006, memory: 5812, loss_cls: 8.2485, loss: 8.2485, grad_norm: 8.4961 2020-10-24 22:54:12,223 - mmaction - INFO - Epoch [69][240/1147] lr: 1.000e-03, eta: 13:15:28, time: 1.285, data_time: 0.003, memory: 5812, loss_cls: 8.4634, loss: 8.4634, grad_norm: 8.6693 2020-10-24 22:54:37,959 - mmaction - INFO - Epoch [69][260/1147] lr: 1.000e-03, eta: 13:15:01, time: 1.297, data_time: 0.013, memory: 5812, loss_cls: 8.2698, loss: 8.2698, grad_norm: 8.4668 2020-10-24 22:55:03,967 - mmaction - INFO - Epoch [69][280/1147] lr: 1.000e-03, eta: 13:14:35, time: 1.297, data_time: 0.003, memory: 5812, loss_cls: 8.3946, loss: 8.3946, grad_norm: 8.5506 2020-10-24 22:55:29,696 - mmaction - INFO - Epoch [69][300/1147] lr: 1.000e-03, eta: 13:14:09, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.3065, loss: 8.3065, grad_norm: 8.6290 2020-10-24 22:55:56,486 - mmaction - INFO - Epoch [69][320/1147] lr: 1.000e-03, eta: 13:13:43, time: 1.339, data_time: 0.004, memory: 5812, loss_cls: 8.4388, loss: 8.4388, grad_norm: 8.5389 2020-10-24 22:56:22,672 - mmaction - INFO - Epoch [69][340/1147] lr: 1.000e-03, eta: 13:13:17, time: 1.305, data_time: 0.006, memory: 5812, loss_cls: 8.1223, loss: 8.1223, grad_norm: 8.4102 2020-10-24 22:56:48,386 - mmaction - INFO - Epoch [69][360/1147] lr: 1.000e-03, eta: 13:12:50, time: 1.287, data_time: 0.009, memory: 5812, loss_cls: 8.3982, loss: 8.3982, grad_norm: 8.6021 2020-10-24 22:57:14,371 - mmaction - INFO - Epoch [69][380/1147] lr: 1.000e-03, eta: 13:12:24, time: 1.302, data_time: 0.015, memory: 5812, loss_cls: 8.3565, loss: 8.3565, grad_norm: 8.5873 2020-10-24 22:57:40,017 - mmaction - INFO - Epoch [69][400/1147] lr: 1.000e-03, eta: 13:11:57, time: 1.280, data_time: 0.011, memory: 5812, loss_cls: 8.3573, loss: 8.3573, grad_norm: 8.6867 2020-10-24 22:58:05,858 - mmaction - INFO - Epoch [69][420/1147] lr: 1.000e-03, eta: 13:11:31, time: 1.291, data_time: 0.007, memory: 5812, loss_cls: 8.3387, loss: 8.3387, grad_norm: 8.5125 2020-10-24 22:58:32,278 - mmaction - INFO - Epoch [69][440/1147] lr: 1.000e-03, eta: 13:11:05, time: 1.327, data_time: 0.011, memory: 5812, loss_cls: 8.3403, loss: 8.3403, grad_norm: 8.6012 2020-10-24 22:58:58,291 - mmaction - INFO - Epoch [69][460/1147] lr: 1.000e-03, eta: 13:10:39, time: 1.297, data_time: 0.001, memory: 5812, loss_cls: 8.3781, loss: 8.3781, grad_norm: 8.7105 2020-10-24 22:59:23,757 - mmaction - INFO - Epoch [69][480/1147] lr: 1.000e-03, eta: 13:10:12, time: 1.272, data_time: 0.004, memory: 5812, loss_cls: 8.3297, loss: 8.3297, grad_norm: 8.3541 2020-10-24 22:59:49,809 - mmaction - INFO - Epoch [69][500/1147] lr: 1.000e-03, eta: 13:09:46, time: 1.304, data_time: 0.008, memory: 5812, loss_cls: 8.2971, loss: 8.2971, grad_norm: 8.5870 2020-10-24 23:00:15,788 - mmaction - INFO - Epoch [69][520/1147] lr: 1.000e-03, eta: 13:09:20, time: 1.299, data_time: 0.010, memory: 5812, loss_cls: 8.4011, loss: 8.4011, grad_norm: 8.6299 2020-10-24 23:00:42,005 - mmaction - INFO - Epoch [69][540/1147] lr: 1.000e-03, eta: 13:08:54, time: 1.311, data_time: 0.010, memory: 5812, loss_cls: 8.3316, loss: 8.3316, grad_norm: 8.5349 2020-10-24 23:01:08,121 - mmaction - INFO - Epoch [69][560/1147] lr: 1.000e-03, eta: 13:08:27, time: 1.310, data_time: 0.005, memory: 5812, loss_cls: 8.3102, loss: 8.3102, grad_norm: 8.3705 2020-10-24 23:01:34,748 - mmaction - INFO - Epoch [69][580/1147] lr: 1.000e-03, eta: 13:08:01, time: 1.326, data_time: 0.002, memory: 5812, loss_cls: 8.4713, loss: 8.4713, grad_norm: 8.6577 2020-10-24 23:02:01,102 - mmaction - INFO - Epoch [69][600/1147] lr: 1.000e-03, eta: 13:07:35, time: 1.320, data_time: 0.007, memory: 5812, loss_cls: 8.3442, loss: 8.3442, grad_norm: 8.5448 2020-10-24 23:02:27,096 - mmaction - INFO - Epoch [69][620/1147] lr: 1.000e-03, eta: 13:07:09, time: 1.300, data_time: 0.006, memory: 5812, loss_cls: 8.5746, loss: 8.5746, grad_norm: 8.4816 2020-10-24 23:02:52,409 - mmaction - INFO - Epoch [69][640/1147] lr: 1.000e-03, eta: 13:06:42, time: 1.265, data_time: 0.006, memory: 5812, loss_cls: 8.3786, loss: 8.3786, grad_norm: 8.4823 2020-10-24 23:03:18,847 - mmaction - INFO - Epoch [69][660/1147] lr: 1.000e-03, eta: 13:06:16, time: 1.320, data_time: 0.007, memory: 5812, loss_cls: 8.5023, loss: 8.5023, grad_norm: 8.7090 2020-10-24 23:03:45,040 - mmaction - INFO - Epoch [69][680/1147] lr: 1.000e-03, eta: 13:05:50, time: 1.311, data_time: 0.009, memory: 5812, loss_cls: 8.3655, loss: 8.3655, grad_norm: 8.6040 2020-10-24 23:04:10,963 - mmaction - INFO - Epoch [69][700/1147] lr: 1.000e-03, eta: 13:05:24, time: 1.294, data_time: 0.008, memory: 5812, loss_cls: 8.3306, loss: 8.3306, grad_norm: 8.6797 2020-10-24 23:04:37,306 - mmaction - INFO - Epoch [69][720/1147] lr: 1.000e-03, eta: 13:04:58, time: 1.319, data_time: 0.009, memory: 5812, loss_cls: 8.2895, loss: 8.2895, grad_norm: 8.5857 2020-10-24 23:05:03,524 - mmaction - INFO - Epoch [69][740/1147] lr: 1.000e-03, eta: 13:04:32, time: 1.305, data_time: 0.007, memory: 5812, loss_cls: 8.2963, loss: 8.2963, grad_norm: 8.6320 2020-10-24 23:05:29,407 - mmaction - INFO - Epoch [69][760/1147] lr: 1.000e-03, eta: 13:04:05, time: 1.301, data_time: 0.012, memory: 5812, loss_cls: 8.5299, loss: 8.5299, grad_norm: 8.6036 2020-10-24 23:05:55,872 - mmaction - INFO - Epoch [69][780/1147] lr: 1.000e-03, eta: 13:03:39, time: 1.318, data_time: 0.007, memory: 5812, loss_cls: 8.4603, loss: 8.4603, grad_norm: 8.5042 2020-10-24 23:06:22,196 - mmaction - INFO - Epoch [69][800/1147] lr: 1.000e-03, eta: 13:03:13, time: 1.320, data_time: 0.011, memory: 5812, loss_cls: 8.3621, loss: 8.3621, grad_norm: 8.4519 2020-10-24 23:06:48,378 - mmaction - INFO - Epoch [69][820/1147] lr: 1.000e-03, eta: 13:02:47, time: 1.310, data_time: 0.008, memory: 5812, loss_cls: 8.2907, loss: 8.2907, grad_norm: 8.6560 2020-10-24 23:07:14,170 - mmaction - INFO - Epoch [69][840/1147] lr: 1.000e-03, eta: 13:02:21, time: 1.292, data_time: 0.005, memory: 5812, loss_cls: 8.2218, loss: 8.2218, grad_norm: 8.6199 2020-10-24 23:07:40,028 - mmaction - INFO - Epoch [69][860/1147] lr: 1.000e-03, eta: 13:01:54, time: 1.294, data_time: 0.004, memory: 5812, loss_cls: 8.4553, loss: 8.4553, grad_norm: 8.6782 2020-10-24 23:08:05,444 - mmaction - INFO - Epoch [69][880/1147] lr: 1.000e-03, eta: 13:01:28, time: 1.269, data_time: 0.004, memory: 5812, loss_cls: 8.3144, loss: 8.3144, grad_norm: 8.6098 2020-10-24 23:08:31,487 - mmaction - INFO - Epoch [69][900/1147] lr: 1.000e-03, eta: 13:01:01, time: 1.299, data_time: 0.004, memory: 5812, loss_cls: 8.4806, loss: 8.4806, grad_norm: 8.7307 2020-10-24 23:08:57,550 - mmaction - INFO - Epoch [69][920/1147] lr: 1.000e-03, eta: 13:00:35, time: 1.301, data_time: 0.007, memory: 5812, loss_cls: 8.4325, loss: 8.4325, grad_norm: 8.5179 2020-10-24 23:09:24,074 - mmaction - INFO - Epoch [69][940/1147] lr: 1.000e-03, eta: 13:00:09, time: 1.330, data_time: 0.010, memory: 5812, loss_cls: 8.3123, loss: 8.3123, grad_norm: 8.4965 2020-10-24 23:09:50,143 - mmaction - INFO - Epoch [69][960/1147] lr: 1.000e-03, eta: 12:59:43, time: 1.307, data_time: 0.007, memory: 5812, loss_cls: 8.4169, loss: 8.4169, grad_norm: 8.6173 2020-10-24 23:10:16,667 - mmaction - INFO - Epoch [69][980/1147] lr: 1.000e-03, eta: 12:59:17, time: 1.326, data_time: 0.004, memory: 5812, loss_cls: 8.5641, loss: 8.5641, grad_norm: 8.5929 2020-10-24 23:10:42,820 - mmaction - INFO - Epoch [69][1000/1147] lr: 1.000e-03, eta: 12:58:51, time: 1.308, data_time: 0.002, memory: 5812, loss_cls: 8.4913, loss: 8.4913, grad_norm: 8.6453 2020-10-24 23:11:09,172 - mmaction - INFO - Epoch [69][1020/1147] lr: 1.000e-03, eta: 12:58:25, time: 1.318, data_time: 0.001, memory: 5812, loss_cls: 8.3735, loss: 8.3735, grad_norm: 8.3882 2020-10-24 23:11:35,236 - mmaction - INFO - Epoch [69][1040/1147] lr: 1.000e-03, eta: 12:57:58, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 8.3501, loss: 8.3501, grad_norm: 8.5410 2020-10-24 23:12:01,267 - mmaction - INFO - Epoch [69][1060/1147] lr: 1.000e-03, eta: 12:57:32, time: 1.305, data_time: 0.007, memory: 5812, loss_cls: 8.4660, loss: 8.4660, grad_norm: 8.5598 2020-10-24 23:12:27,099 - mmaction - INFO - Epoch [69][1080/1147] lr: 1.000e-03, eta: 12:57:06, time: 1.288, data_time: 0.007, memory: 5812, loss_cls: 8.3513, loss: 8.3513, grad_norm: 8.4956 2020-10-24 23:12:53,680 - mmaction - INFO - Epoch [69][1100/1147] lr: 1.000e-03, eta: 12:56:40, time: 1.332, data_time: 0.005, memory: 5812, loss_cls: 8.4365, loss: 8.4365, grad_norm: 8.6727 2020-10-24 23:13:19,714 - mmaction - INFO - Epoch [69][1120/1147] lr: 1.000e-03, eta: 12:56:14, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 8.5764, loss: 8.5764, grad_norm: 8.5457 2020-10-24 23:13:45,569 - mmaction - INFO - Epoch [69][1140/1147] lr: 1.000e-03, eta: 12:55:47, time: 1.286, data_time: 0.007, memory: 5812, loss_cls: 8.3262, loss: 8.3262, grad_norm: 8.5551 2020-10-24 23:14:33,572 - mmaction - INFO - Epoch [70][20/1147] lr: 1.000e-03, eta: 12:55:14, time: 1.985, data_time: 0.835, memory: 5812, loss_cls: 8.3689, loss: 8.3689, grad_norm: 8.3852 2020-10-24 23:14:58,790 - mmaction - INFO - Epoch [70][40/1147] lr: 1.000e-03, eta: 12:54:47, time: 1.261, data_time: 0.009, memory: 5812, loss_cls: 8.4390, loss: 8.4390, grad_norm: 8.6149 2020-10-24 23:15:25,040 - mmaction - INFO - Epoch [70][60/1147] lr: 1.000e-03, eta: 12:54:21, time: 1.312, data_time: 0.006, memory: 5812, loss_cls: 8.2593, loss: 8.2593, grad_norm: 8.5254 2020-10-24 23:15:51,130 - mmaction - INFO - Epoch [70][80/1147] lr: 1.000e-03, eta: 12:53:55, time: 1.305, data_time: 0.007, memory: 5812, loss_cls: 8.3147, loss: 8.3147, grad_norm: 8.5417 2020-10-24 23:16:16,605 - mmaction - INFO - Epoch [70][100/1147] lr: 1.000e-03, eta: 12:53:29, time: 1.269, data_time: 0.007, memory: 5812, loss_cls: 8.4592, loss: 8.4592, grad_norm: 8.6485 2020-10-24 23:16:42,596 - mmaction - INFO - Epoch [70][120/1147] lr: 1.000e-03, eta: 12:53:02, time: 1.306, data_time: 0.009, memory: 5812, loss_cls: 8.4776, loss: 8.4776, grad_norm: 8.6578 2020-10-24 23:17:08,058 - mmaction - INFO - Epoch [70][140/1147] lr: 1.000e-03, eta: 12:52:36, time: 1.273, data_time: 0.001, memory: 5812, loss_cls: 8.2901, loss: 8.2901, grad_norm: 8.5818 2020-10-24 23:17:33,419 - mmaction - INFO - Epoch [70][160/1147] lr: 1.000e-03, eta: 12:52:09, time: 1.261, data_time: 0.010, memory: 5812, loss_cls: 8.4020, loss: 8.4020, grad_norm: 8.6934 2020-10-24 23:17:59,324 - mmaction - INFO - Epoch [70][180/1147] lr: 1.000e-03, eta: 12:51:43, time: 1.300, data_time: 0.008, memory: 5812, loss_cls: 8.2309, loss: 8.2309, grad_norm: 8.5569 2020-10-24 23:18:24,832 - mmaction - INFO - Epoch [70][200/1147] lr: 1.000e-03, eta: 12:51:16, time: 1.277, data_time: 0.004, memory: 5812, loss_cls: 8.2980, loss: 8.2980, grad_norm: 8.5064 2020-10-24 23:18:49,763 - mmaction - INFO - Epoch [70][220/1147] lr: 1.000e-03, eta: 12:50:49, time: 1.242, data_time: 0.001, memory: 5812, loss_cls: 8.1287, loss: 8.1287, grad_norm: 8.4505 2020-10-24 23:19:15,418 - mmaction - INFO - Epoch [70][240/1147] lr: 1.000e-03, eta: 12:50:23, time: 1.287, data_time: 0.008, memory: 5812, loss_cls: 8.4166, loss: 8.4166, grad_norm: 8.6166 2020-10-24 23:19:40,872 - mmaction - INFO - Epoch [70][260/1147] lr: 1.000e-03, eta: 12:49:56, time: 1.273, data_time: 0.002, memory: 5812, loss_cls: 8.1673, loss: 8.1673, grad_norm: 8.5438 2020-10-24 23:20:06,670 - mmaction - INFO - Epoch [70][280/1147] lr: 1.000e-03, eta: 12:49:30, time: 1.286, data_time: 0.002, memory: 5812, loss_cls: 8.5588, loss: 8.5588, grad_norm: 8.7540 2020-10-24 23:20:32,015 - mmaction - INFO - Epoch [70][300/1147] lr: 1.000e-03, eta: 12:49:03, time: 1.266, data_time: 0.006, memory: 5812, loss_cls: 8.3493, loss: 8.3493, grad_norm: 8.4278 2020-10-24 23:20:57,885 - mmaction - INFO - Epoch [70][320/1147] lr: 1.000e-03, eta: 12:48:37, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 8.1189, loss: 8.1189, grad_norm: 8.4274 2020-10-24 23:21:23,322 - mmaction - INFO - Epoch [70][340/1147] lr: 1.000e-03, eta: 12:48:11, time: 1.272, data_time: 0.001, memory: 5812, loss_cls: 8.4854, loss: 8.4854, grad_norm: 8.6487 2020-10-24 23:21:48,752 - mmaction - INFO - Epoch [70][360/1147] lr: 1.000e-03, eta: 12:47:44, time: 1.271, data_time: 0.003, memory: 5812, loss_cls: 8.4943, loss: 8.4943, grad_norm: 8.5819 2020-10-24 23:22:14,599 - mmaction - INFO - Epoch [70][380/1147] lr: 1.000e-03, eta: 12:47:18, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 8.5784, loss: 8.5784, grad_norm: 8.7244 2020-10-24 23:22:40,207 - mmaction - INFO - Epoch [70][400/1147] lr: 1.000e-03, eta: 12:46:51, time: 1.286, data_time: 0.008, memory: 5812, loss_cls: 8.5178, loss: 8.5178, grad_norm: 8.6467 2020-10-24 23:23:05,542 - mmaction - INFO - Epoch [70][420/1147] lr: 1.000e-03, eta: 12:46:25, time: 1.265, data_time: 0.003, memory: 5812, loss_cls: 8.4137, loss: 8.4137, grad_norm: 8.5720 2020-10-24 23:23:31,088 - mmaction - INFO - Epoch [70][440/1147] lr: 1.000e-03, eta: 12:45:58, time: 1.279, data_time: 0.004, memory: 5812, loss_cls: 8.5150, loss: 8.5150, grad_norm: 8.7425 2020-10-24 23:23:57,053 - mmaction - INFO - Epoch [70][460/1147] lr: 1.000e-03, eta: 12:45:32, time: 1.298, data_time: 0.001, memory: 5812, loss_cls: 8.3980, loss: 8.3980, grad_norm: 8.4688 2020-10-24 23:24:22,240 - mmaction - INFO - Epoch [70][480/1147] lr: 1.000e-03, eta: 12:45:05, time: 1.258, data_time: 0.001, memory: 5812, loss_cls: 8.3585, loss: 8.3585, grad_norm: 8.5803 2020-10-24 23:24:48,269 - mmaction - INFO - Epoch [70][500/1147] lr: 1.000e-03, eta: 12:44:39, time: 1.301, data_time: 0.003, memory: 5812, loss_cls: 8.3706, loss: 8.3706, grad_norm: 8.6613 2020-10-24 23:25:14,103 - mmaction - INFO - Epoch [70][520/1147] lr: 1.000e-03, eta: 12:44:13, time: 1.291, data_time: 0.012, memory: 5812, loss_cls: 8.4215, loss: 8.4215, grad_norm: 8.5013 2020-10-24 23:25:39,588 - mmaction - INFO - Epoch [70][540/1147] lr: 1.000e-03, eta: 12:43:46, time: 1.273, data_time: 0.008, memory: 5812, loss_cls: 8.4868, loss: 8.4868, grad_norm: 8.7040 2020-10-24 23:26:05,878 - mmaction - INFO - Epoch [70][560/1147] lr: 1.000e-03, eta: 12:43:20, time: 1.318, data_time: 0.005, memory: 5812, loss_cls: 8.3791, loss: 8.3791, grad_norm: 8.6326 2020-10-24 23:26:30,500 - mmaction - INFO - Epoch [70][580/1147] lr: 1.000e-03, eta: 12:42:53, time: 1.225, data_time: 0.005, memory: 5812, loss_cls: 8.3268, loss: 8.3268, grad_norm: 8.4013 2020-10-24 23:26:55,919 - mmaction - INFO - Epoch [70][600/1147] lr: 1.000e-03, eta: 12:42:26, time: 1.269, data_time: 0.011, memory: 5812, loss_cls: 8.3667, loss: 8.3667, grad_norm: 8.6180 2020-10-24 23:27:21,779 - mmaction - INFO - Epoch [70][620/1147] lr: 1.000e-03, eta: 12:42:00, time: 1.291, data_time: 0.011, memory: 5812, loss_cls: 8.4066, loss: 8.4066, grad_norm: 8.6498 2020-10-24 23:27:47,288 - mmaction - INFO - Epoch [70][640/1147] lr: 1.000e-03, eta: 12:41:33, time: 1.280, data_time: 0.013, memory: 5812, loss_cls: 8.3425, loss: 8.3425, grad_norm: 8.5126 2020-10-24 23:28:13,144 - mmaction - INFO - Epoch [70][660/1147] lr: 1.000e-03, eta: 12:41:07, time: 1.298, data_time: 0.009, memory: 5812, loss_cls: 8.4636, loss: 8.4636, grad_norm: 8.6806 2020-10-24 23:28:38,563 - mmaction - INFO - Epoch [70][680/1147] lr: 1.000e-03, eta: 12:40:41, time: 1.270, data_time: 0.005, memory: 5812, loss_cls: 8.2510, loss: 8.2510, grad_norm: 8.4656 2020-10-24 23:29:03,787 - mmaction - INFO - Epoch [70][700/1147] lr: 1.000e-03, eta: 12:40:14, time: 1.256, data_time: 0.004, memory: 5812, loss_cls: 8.2602, loss: 8.2602, grad_norm: 8.5944 2020-10-24 23:29:29,772 - mmaction - INFO - Epoch [70][720/1147] lr: 1.000e-03, eta: 12:39:48, time: 1.294, data_time: 0.008, memory: 5812, loss_cls: 8.4549, loss: 8.4549, grad_norm: 8.7029 2020-10-24 23:29:55,098 - mmaction - INFO - Epoch [70][740/1147] lr: 1.000e-03, eta: 12:39:21, time: 1.278, data_time: 0.014, memory: 5812, loss_cls: 8.1294, loss: 8.1294, grad_norm: 8.5006 2020-10-24 23:30:21,034 - mmaction - INFO - Epoch [70][760/1147] lr: 1.000e-03, eta: 12:38:55, time: 1.294, data_time: 0.003, memory: 5812, loss_cls: 8.5985, loss: 8.5985, grad_norm: 8.6533 2020-10-24 23:30:46,360 - mmaction - INFO - Epoch [70][780/1147] lr: 1.000e-03, eta: 12:38:28, time: 1.267, data_time: 0.010, memory: 5812, loss_cls: 8.2639, loss: 8.2639, grad_norm: 8.3091 2020-10-24 23:31:12,809 - mmaction - INFO - Epoch [70][800/1147] lr: 1.000e-03, eta: 12:38:02, time: 1.325, data_time: 0.009, memory: 5812, loss_cls: 8.5640, loss: 8.5640, grad_norm: 8.8645 2020-10-24 23:31:38,120 - mmaction - INFO - Epoch [70][820/1147] lr: 1.000e-03, eta: 12:37:36, time: 1.266, data_time: 0.002, memory: 5812, loss_cls: 8.3382, loss: 8.3382, grad_norm: 8.5286 2020-10-24 23:32:04,188 - mmaction - INFO - Epoch [70][840/1147] lr: 1.000e-03, eta: 12:37:09, time: 1.301, data_time: 0.003, memory: 5812, loss_cls: 8.4171, loss: 8.4171, grad_norm: 8.6222 2020-10-24 23:32:29,880 - mmaction - INFO - Epoch [70][860/1147] lr: 1.000e-03, eta: 12:36:43, time: 1.283, data_time: 0.006, memory: 5812, loss_cls: 8.3279, loss: 8.3279, grad_norm: 8.4329 2020-10-24 23:32:55,014 - mmaction - INFO - Epoch [70][880/1147] lr: 1.000e-03, eta: 12:36:16, time: 1.261, data_time: 0.007, memory: 5812, loss_cls: 8.4583, loss: 8.4583, grad_norm: 8.7975 2020-10-24 23:33:20,643 - mmaction - INFO - Epoch [70][900/1147] lr: 1.000e-03, eta: 12:35:50, time: 1.280, data_time: 0.002, memory: 5812, loss_cls: 8.3902, loss: 8.3902, grad_norm: 8.6599 2020-10-24 23:33:46,277 - mmaction - INFO - Epoch [70][920/1147] lr: 1.000e-03, eta: 12:35:23, time: 1.279, data_time: 0.006, memory: 5812, loss_cls: 8.3152, loss: 8.3152, grad_norm: 8.5447 2020-10-24 23:34:11,465 - mmaction - INFO - Epoch [70][940/1147] lr: 1.000e-03, eta: 12:34:57, time: 1.260, data_time: 0.008, memory: 5812, loss_cls: 8.4091, loss: 8.4091, grad_norm: 8.5948 2020-10-24 23:34:37,125 - mmaction - INFO - Epoch [70][960/1147] lr: 1.000e-03, eta: 12:34:30, time: 1.285, data_time: 0.006, memory: 5812, loss_cls: 8.4454, loss: 8.4454, grad_norm: 8.4418 2020-10-24 23:35:02,239 - mmaction - INFO - Epoch [70][980/1147] lr: 1.000e-03, eta: 12:34:04, time: 1.254, data_time: 0.005, memory: 5812, loss_cls: 8.4387, loss: 8.4387, grad_norm: 8.6168 2020-10-24 23:35:28,260 - mmaction - INFO - Epoch [70][1000/1147] lr: 1.000e-03, eta: 12:33:37, time: 1.299, data_time: 0.005, memory: 5812, loss_cls: 8.3533, loss: 8.3533, grad_norm: 8.5484 2020-10-24 23:35:53,983 - mmaction - INFO - Epoch [70][1020/1147] lr: 1.000e-03, eta: 12:33:11, time: 1.285, data_time: 0.006, memory: 5812, loss_cls: 8.1942, loss: 8.1942, grad_norm: 8.4431 2020-10-24 23:36:19,866 - mmaction - INFO - Epoch [70][1040/1147] lr: 1.000e-03, eta: 12:32:45, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 8.1743, loss: 8.1743, grad_norm: 8.5182 2020-10-24 23:36:45,531 - mmaction - INFO - Epoch [70][1060/1147] lr: 1.000e-03, eta: 12:32:18, time: 1.282, data_time: 0.001, memory: 5812, loss_cls: 8.4352, loss: 8.4352, grad_norm: 8.7586 2020-10-24 23:37:11,094 - mmaction - INFO - Epoch [70][1080/1147] lr: 1.000e-03, eta: 12:31:52, time: 1.279, data_time: 0.004, memory: 5812, loss_cls: 8.3999, loss: 8.3999, grad_norm: 8.5343 2020-10-24 23:37:36,807 - mmaction - INFO - Epoch [70][1100/1147] lr: 1.000e-03, eta: 12:31:25, time: 1.280, data_time: 0.001, memory: 5812, loss_cls: 8.3147, loss: 8.3147, grad_norm: 8.5017 2020-10-24 23:38:02,256 - mmaction - INFO - Epoch [70][1120/1147] lr: 1.000e-03, eta: 12:30:59, time: 1.271, data_time: 0.010, memory: 5812, loss_cls: 8.2719, loss: 8.2719, grad_norm: 8.5816 2020-10-24 23:38:27,805 - mmaction - INFO - Epoch [70][1140/1147] lr: 1.000e-03, eta: 12:30:32, time: 1.283, data_time: 0.009, memory: 5812, loss_cls: 8.4212, loss: 8.4212, grad_norm: 8.5477 2020-10-24 23:38:36,611 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-10-24 23:40:46,027 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-24 23:40:46,734 - mmaction - INFO - mean_average_precision 0.4573 2020-10-24 23:40:46,748 - mmaction - INFO - Epoch(val) [70][1147] mean_average_precision: 0.4573 2020-10-24 23:41:22,141 - mmaction - INFO - Epoch [71][20/1147] lr: 1.000e-03, eta: 12:29:57, time: 1.768, data_time: 0.658, memory: 5812, loss_cls: 8.2948, loss: 8.2948, grad_norm: 8.6407 2020-10-24 23:41:48,938 - mmaction - INFO - Epoch [71][40/1147] lr: 1.000e-03, eta: 12:29:31, time: 1.338, data_time: 0.015, memory: 5812, loss_cls: 8.3654, loss: 8.3654, grad_norm: 8.7061 2020-10-24 23:42:15,079 - mmaction - INFO - Epoch [71][60/1147] lr: 1.000e-03, eta: 12:29:05, time: 1.308, data_time: 0.006, memory: 5812, loss_cls: 8.2699, loss: 8.2699, grad_norm: 8.5311 2020-10-24 23:42:41,019 - mmaction - INFO - Epoch [71][80/1147] lr: 1.000e-03, eta: 12:28:39, time: 1.292, data_time: 0.005, memory: 5812, loss_cls: 8.2656, loss: 8.2656, grad_norm: 8.3971 2020-10-24 23:43:06,714 - mmaction - INFO - Epoch [71][100/1147] lr: 1.000e-03, eta: 12:28:12, time: 1.289, data_time: 0.010, memory: 5812, loss_cls: 8.5996, loss: 8.5996, grad_norm: 8.7606 2020-10-24 23:43:32,201 - mmaction - INFO - Epoch [71][120/1147] lr: 1.000e-03, eta: 12:27:46, time: 1.277, data_time: 0.004, memory: 5812, loss_cls: 8.1664, loss: 8.1664, grad_norm: 8.4731 2020-10-24 23:43:58,163 - mmaction - INFO - Epoch [71][140/1147] lr: 1.000e-03, eta: 12:27:19, time: 1.295, data_time: 0.002, memory: 5812, loss_cls: 8.2363, loss: 8.2363, grad_norm: 8.6787 2020-10-24 23:44:22,754 - mmaction - INFO - Epoch [71][160/1147] lr: 1.000e-03, eta: 12:26:53, time: 1.232, data_time: 0.004, memory: 5812, loss_cls: 8.1893, loss: 8.1893, grad_norm: 8.6264 2020-10-24 23:44:48,828 - mmaction - INFO - Epoch [71][180/1147] lr: 1.000e-03, eta: 12:26:26, time: 1.300, data_time: 0.004, memory: 5812, loss_cls: 8.3076, loss: 8.3076, grad_norm: 8.4951 2020-10-24 23:45:14,077 - mmaction - INFO - Epoch [71][200/1147] lr: 1.000e-03, eta: 12:26:00, time: 1.264, data_time: 0.005, memory: 5812, loss_cls: 8.3443, loss: 8.3443, grad_norm: 8.7538 2020-10-24 23:45:39,590 - mmaction - INFO - Epoch [71][220/1147] lr: 1.000e-03, eta: 12:25:33, time: 1.278, data_time: 0.005, memory: 5812, loss_cls: 8.2797, loss: 8.2797, grad_norm: 8.6600 2020-10-24 23:46:05,160 - mmaction - INFO - Epoch [71][240/1147] lr: 1.000e-03, eta: 12:25:07, time: 1.270, data_time: 0.002, memory: 5812, loss_cls: 8.3032, loss: 8.3032, grad_norm: 8.5760 2020-10-24 23:46:30,365 - mmaction - INFO - Epoch [71][260/1147] lr: 1.000e-03, eta: 12:24:40, time: 1.264, data_time: 0.010, memory: 5812, loss_cls: 8.3975, loss: 8.3975, grad_norm: 8.6041 2020-10-24 23:46:55,844 - mmaction - INFO - Epoch [71][280/1147] lr: 1.000e-03, eta: 12:24:14, time: 1.276, data_time: 0.007, memory: 5812, loss_cls: 8.4187, loss: 8.4187, grad_norm: 8.6393 2020-10-24 23:47:21,319 - mmaction - INFO - Epoch [71][300/1147] lr: 1.000e-03, eta: 12:23:47, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.2762, loss: 8.2762, grad_norm: 8.4812 2020-10-24 23:47:46,317 - mmaction - INFO - Epoch [71][320/1147] lr: 1.000e-03, eta: 12:23:20, time: 1.245, data_time: 0.002, memory: 5812, loss_cls: 8.2452, loss: 8.2452, grad_norm: 8.5021 2020-10-24 23:48:12,195 - mmaction - INFO - Epoch [71][340/1147] lr: 1.000e-03, eta: 12:22:54, time: 1.294, data_time: 0.007, memory: 5812, loss_cls: 8.3300, loss: 8.3300, grad_norm: 8.6077 2020-10-24 23:48:37,351 - mmaction - INFO - Epoch [71][360/1147] lr: 1.000e-03, eta: 12:22:27, time: 1.258, data_time: 0.008, memory: 5812, loss_cls: 8.2812, loss: 8.2812, grad_norm: 8.7215 2020-10-24 23:49:02,836 - mmaction - INFO - Epoch [71][380/1147] lr: 1.000e-03, eta: 12:22:01, time: 1.273, data_time: 0.005, memory: 5812, loss_cls: 8.4238, loss: 8.4238, grad_norm: 8.7830 2020-10-24 23:49:28,258 - mmaction - INFO - Epoch [71][400/1147] lr: 1.000e-03, eta: 12:21:34, time: 1.271, data_time: 0.007, memory: 5812, loss_cls: 8.5339, loss: 8.5339, grad_norm: 8.6813 2020-10-24 23:49:53,668 - mmaction - INFO - Epoch [71][420/1147] lr: 1.000e-03, eta: 12:21:08, time: 1.271, data_time: 0.006, memory: 5812, loss_cls: 8.4101, loss: 8.4101, grad_norm: 8.5802 2020-10-24 23:50:19,408 - mmaction - INFO - Epoch [71][440/1147] lr: 1.000e-03, eta: 12:20:41, time: 1.290, data_time: 0.006, memory: 5812, loss_cls: 8.3495, loss: 8.3495, grad_norm: 8.7242 2020-10-24 23:50:45,577 - mmaction - INFO - Epoch [71][460/1147] lr: 1.000e-03, eta: 12:20:15, time: 1.306, data_time: 0.004, memory: 5812, loss_cls: 8.2917, loss: 8.2917, grad_norm: 8.8036 2020-10-24 23:51:11,160 - mmaction - INFO - Epoch [71][480/1147] lr: 1.000e-03, eta: 12:19:49, time: 1.277, data_time: 0.006, memory: 5812, loss_cls: 8.3644, loss: 8.3644, grad_norm: 8.5822 2020-10-24 23:51:36,488 - mmaction - INFO - Epoch [71][500/1147] lr: 1.000e-03, eta: 12:19:22, time: 1.271, data_time: 0.011, memory: 5812, loss_cls: 8.3499, loss: 8.3499, grad_norm: 8.6432 2020-10-24 23:52:01,199 - mmaction - INFO - Epoch [71][520/1147] lr: 1.000e-03, eta: 12:18:55, time: 1.232, data_time: 0.002, memory: 5812, loss_cls: 8.1882, loss: 8.1882, grad_norm: 8.5647 2020-10-24 23:52:26,622 - mmaction - INFO - Epoch [71][540/1147] lr: 1.000e-03, eta: 12:18:29, time: 1.276, data_time: 0.008, memory: 5812, loss_cls: 8.6163, loss: 8.6163, grad_norm: 8.8219 2020-10-24 23:52:52,136 - mmaction - INFO - Epoch [71][560/1147] lr: 1.000e-03, eta: 12:18:02, time: 1.275, data_time: 0.003, memory: 5812, loss_cls: 8.4021, loss: 8.4021, grad_norm: 8.5816 2020-10-24 23:53:17,775 - mmaction - INFO - Epoch [71][580/1147] lr: 1.000e-03, eta: 12:17:36, time: 1.281, data_time: 0.008, memory: 5812, loss_cls: 8.4342, loss: 8.4342, grad_norm: 8.5401 2020-10-24 23:53:43,162 - mmaction - INFO - Epoch [71][600/1147] lr: 1.000e-03, eta: 12:17:09, time: 1.266, data_time: 0.005, memory: 5812, loss_cls: 8.2855, loss: 8.2855, grad_norm: 8.5987 2020-10-24 23:54:09,057 - mmaction - INFO - Epoch [71][620/1147] lr: 1.000e-03, eta: 12:16:43, time: 1.297, data_time: 0.008, memory: 5812, loss_cls: 8.3994, loss: 8.3994, grad_norm: 8.6043 2020-10-24 23:54:35,086 - mmaction - INFO - Epoch [71][640/1147] lr: 1.000e-03, eta: 12:16:17, time: 1.305, data_time: 0.005, memory: 5812, loss_cls: 8.4182, loss: 8.4182, grad_norm: 8.6551 2020-10-24 23:55:00,698 - mmaction - INFO - Epoch [71][660/1147] lr: 1.000e-03, eta: 12:15:50, time: 1.281, data_time: 0.002, memory: 5812, loss_cls: 8.4738, loss: 8.4738, grad_norm: 8.6577 2020-10-24 23:55:25,830 - mmaction - INFO - Epoch [71][680/1147] lr: 1.000e-03, eta: 12:15:24, time: 1.256, data_time: 0.001, memory: 5812, loss_cls: 8.4069, loss: 8.4069, grad_norm: 8.6415 2020-10-24 23:55:51,235 - mmaction - INFO - Epoch [71][700/1147] lr: 1.000e-03, eta: 12:14:57, time: 1.262, data_time: 0.001, memory: 5812, loss_cls: 8.6276, loss: 8.6276, grad_norm: 8.8568 2020-10-24 23:56:16,900 - mmaction - INFO - Epoch [71][720/1147] lr: 1.000e-03, eta: 12:14:31, time: 1.283, data_time: 0.009, memory: 5812, loss_cls: 8.3185, loss: 8.3185, grad_norm: 8.4460 2020-10-24 23:56:42,880 - mmaction - INFO - Epoch [71][740/1147] lr: 1.000e-03, eta: 12:14:05, time: 1.304, data_time: 0.009, memory: 5812, loss_cls: 8.3904, loss: 8.3904, grad_norm: 8.7515 2020-10-24 23:57:08,393 - mmaction - INFO - Epoch [71][760/1147] lr: 1.000e-03, eta: 12:13:38, time: 1.277, data_time: 0.004, memory: 5812, loss_cls: 8.2323, loss: 8.2323, grad_norm: 8.5890 2020-10-24 23:57:33,481 - mmaction - INFO - Epoch [71][780/1147] lr: 1.000e-03, eta: 12:13:11, time: 1.248, data_time: 0.005, memory: 5812, loss_cls: 8.3629, loss: 8.3629, grad_norm: 8.8014 2020-10-24 23:57:58,718 - mmaction - INFO - Epoch [71][800/1147] lr: 1.000e-03, eta: 12:12:45, time: 1.266, data_time: 0.009, memory: 5812, loss_cls: 8.3339, loss: 8.3339, grad_norm: 8.6499 2020-10-24 23:58:24,119 - mmaction - INFO - Epoch [71][820/1147] lr: 1.000e-03, eta: 12:12:18, time: 1.271, data_time: 0.013, memory: 5812, loss_cls: 8.1892, loss: 8.1892, grad_norm: 8.7155 2020-10-24 23:58:50,030 - mmaction - INFO - Epoch [71][840/1147] lr: 1.000e-03, eta: 12:11:52, time: 1.293, data_time: 0.009, memory: 5812, loss_cls: 8.4630, loss: 8.4630, grad_norm: 9.1212 2020-10-24 23:59:15,820 - mmaction - INFO - Epoch [71][860/1147] lr: 1.000e-03, eta: 12:11:26, time: 1.292, data_time: 0.007, memory: 5812, loss_cls: 8.2831, loss: 8.2831, grad_norm: 8.6386 2020-10-24 23:59:41,388 - mmaction - INFO - Epoch [71][880/1147] lr: 1.000e-03, eta: 12:10:59, time: 1.279, data_time: 0.003, memory: 5812, loss_cls: 8.2030, loss: 8.2030, grad_norm: 8.6624 2020-10-25 00:00:07,884 - mmaction - INFO - Epoch [71][900/1147] lr: 1.000e-03, eta: 12:10:33, time: 1.312, data_time: 0.003, memory: 5812, loss_cls: 8.4627, loss: 8.4627, grad_norm: 8.8125 2020-10-25 00:00:32,985 - mmaction - INFO - Epoch [71][920/1147] lr: 1.000e-03, eta: 12:10:07, time: 1.269, data_time: 0.292, memory: 5812, loss_cls: 8.2057, loss: 8.2057, grad_norm: 8.4987 2020-10-25 00:00:59,263 - mmaction - INFO - Epoch [71][940/1147] lr: 1.000e-03, eta: 12:09:40, time: 1.314, data_time: 0.312, memory: 5812, loss_cls: 8.5821, loss: 8.5821, grad_norm: 8.7857 2020-10-25 00:01:25,942 - mmaction - INFO - Epoch [71][960/1147] lr: 1.000e-03, eta: 12:09:14, time: 1.323, data_time: 0.128, memory: 5812, loss_cls: 8.3791, loss: 8.3791, grad_norm: 8.6115 2020-10-25 00:01:52,256 - mmaction - INFO - Epoch [71][980/1147] lr: 1.000e-03, eta: 12:08:48, time: 1.318, data_time: 0.064, memory: 5812, loss_cls: 8.5617, loss: 8.5617, grad_norm: 8.7758 2020-10-25 00:02:18,037 - mmaction - INFO - Epoch [71][1000/1147] lr: 1.000e-03, eta: 12:08:22, time: 1.297, data_time: 0.011, memory: 5812, loss_cls: 8.5238, loss: 8.5238, grad_norm: 8.5594 2020-10-25 00:02:44,665 - mmaction - INFO - Epoch [71][1020/1147] lr: 1.000e-03, eta: 12:07:56, time: 1.330, data_time: 0.003, memory: 5812, loss_cls: 8.4052, loss: 8.4052, grad_norm: 8.7683 2020-10-25 00:03:10,715 - mmaction - INFO - Epoch [71][1040/1147] lr: 1.000e-03, eta: 12:07:30, time: 1.305, data_time: 0.004, memory: 5812, loss_cls: 8.2171, loss: 8.2171, grad_norm: 8.5036 2020-10-25 00:03:36,354 - mmaction - INFO - Epoch [71][1060/1147] lr: 1.000e-03, eta: 12:07:03, time: 1.277, data_time: 0.002, memory: 5812, loss_cls: 8.3599, loss: 8.3599, grad_norm: 8.5675 2020-10-25 00:04:01,388 - mmaction - INFO - Epoch [71][1080/1147] lr: 1.000e-03, eta: 12:06:37, time: 1.257, data_time: 0.006, memory: 5812, loss_cls: 8.3270, loss: 8.3270, grad_norm: 8.4809 2020-10-25 00:04:26,424 - mmaction - INFO - Epoch [71][1100/1147] lr: 1.000e-03, eta: 12:06:10, time: 1.248, data_time: 0.001, memory: 5812, loss_cls: 8.4228, loss: 8.4228, grad_norm: 8.8987 2020-10-25 00:04:52,077 - mmaction - INFO - Epoch [71][1120/1147] lr: 1.000e-03, eta: 12:05:44, time: 1.286, data_time: 0.007, memory: 5812, loss_cls: 8.2209, loss: 8.2209, grad_norm: 8.4016 2020-10-25 00:05:17,644 - mmaction - INFO - Epoch [71][1140/1147] lr: 1.000e-03, eta: 12:05:17, time: 1.276, data_time: 0.005, memory: 5812, loss_cls: 8.3569, loss: 8.3569, grad_norm: 8.6890 2020-10-25 00:06:23,300 - mmaction - INFO - Epoch [72][20/1147] lr: 1.000e-03, eta: 12:04:48, time: 2.453, data_time: 1.524, memory: 5812, loss_cls: 8.2809, loss: 8.2809, grad_norm: 8.6153 2020-10-25 00:06:50,683 - mmaction - INFO - Epoch [72][40/1147] lr: 1.000e-03, eta: 12:04:23, time: 1.371, data_time: 0.015, memory: 5812, loss_cls: 8.4177, loss: 8.4177, grad_norm: 8.7204 2020-10-25 00:07:17,478 - mmaction - INFO - Epoch [72][60/1147] lr: 1.000e-03, eta: 12:03:57, time: 1.333, data_time: 0.005, memory: 5812, loss_cls: 8.3828, loss: 8.3828, grad_norm: 8.7407 2020-10-25 00:07:43,103 - mmaction - INFO - Epoch [72][80/1147] lr: 1.000e-03, eta: 12:03:31, time: 1.289, data_time: 0.013, memory: 5812, loss_cls: 8.3283, loss: 8.3283, grad_norm: 8.7814 2020-10-25 00:08:09,085 - mmaction - INFO - Epoch [72][100/1147] lr: 1.000e-03, eta: 12:03:04, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 8.3688, loss: 8.3688, grad_norm: 8.9257 2020-10-25 00:08:35,083 - mmaction - INFO - Epoch [72][120/1147] lr: 1.000e-03, eta: 12:02:38, time: 1.300, data_time: 0.008, memory: 5812, loss_cls: 8.4418, loss: 8.4418, grad_norm: 8.7740 2020-10-25 00:09:01,347 - mmaction - INFO - Epoch [72][140/1147] lr: 1.000e-03, eta: 12:02:12, time: 1.315, data_time: 0.009, memory: 5812, loss_cls: 8.3508, loss: 8.3508, grad_norm: 8.6309 2020-10-25 00:09:26,473 - mmaction - INFO - Epoch [72][160/1147] lr: 1.000e-03, eta: 12:01:45, time: 1.247, data_time: 0.007, memory: 5812, loss_cls: 8.4497, loss: 8.4497, grad_norm: 8.8108 2020-10-25 00:09:52,330 - mmaction - INFO - Epoch [72][180/1147] lr: 1.000e-03, eta: 12:01:19, time: 1.303, data_time: 0.017, memory: 5812, loss_cls: 8.3823, loss: 8.3823, grad_norm: 8.6957 2020-10-25 00:10:18,625 - mmaction - INFO - Epoch [72][200/1147] lr: 1.000e-03, eta: 12:00:53, time: 1.317, data_time: 0.005, memory: 5812, loss_cls: 8.2010, loss: 8.2010, grad_norm: 8.7354 2020-10-25 00:10:44,756 - mmaction - INFO - Epoch [72][220/1147] lr: 1.000e-03, eta: 12:00:27, time: 1.299, data_time: 0.003, memory: 5812, loss_cls: 8.5570, loss: 8.5570, grad_norm: 8.6000 2020-10-25 00:11:09,786 - mmaction - INFO - Epoch [72][240/1147] lr: 1.000e-03, eta: 12:00:00, time: 1.259, data_time: 0.011, memory: 5812, loss_cls: 8.3523, loss: 8.3523, grad_norm: 8.5700 2020-10-25 00:11:35,461 - mmaction - INFO - Epoch [72][260/1147] lr: 1.000e-03, eta: 11:59:34, time: 1.281, data_time: 0.004, memory: 5812, loss_cls: 8.4576, loss: 8.4576, grad_norm: 8.8037 2020-10-25 00:12:01,257 - mmaction - INFO - Epoch [72][280/1147] lr: 1.000e-03, eta: 11:59:07, time: 1.288, data_time: 0.005, memory: 5812, loss_cls: 8.0725, loss: 8.0725, grad_norm: 8.4246 2020-10-25 00:12:26,886 - mmaction - INFO - Epoch [72][300/1147] lr: 1.000e-03, eta: 11:58:41, time: 1.283, data_time: 0.007, memory: 5812, loss_cls: 8.3413, loss: 8.3413, grad_norm: 8.7053 2020-10-25 00:12:52,673 - mmaction - INFO - Epoch [72][320/1147] lr: 1.000e-03, eta: 11:58:15, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.2412, loss: 8.2412, grad_norm: 8.8378 2020-10-25 00:13:18,170 - mmaction - INFO - Epoch [72][340/1147] lr: 1.000e-03, eta: 11:57:48, time: 1.277, data_time: 0.006, memory: 5812, loss_cls: 8.5305, loss: 8.5305, grad_norm: 8.8726 2020-10-25 00:13:44,118 - mmaction - INFO - Epoch [72][360/1147] lr: 1.000e-03, eta: 11:57:22, time: 1.298, data_time: 0.002, memory: 5812, loss_cls: 8.2957, loss: 8.2957, grad_norm: 8.5756 2020-10-25 00:14:09,464 - mmaction - INFO - Epoch [72][380/1147] lr: 1.000e-03, eta: 11:56:55, time: 1.259, data_time: 0.001, memory: 5812, loss_cls: 8.3398, loss: 8.3398, grad_norm: 8.6605 2020-10-25 00:14:35,435 - mmaction - INFO - Epoch [72][400/1147] lr: 1.000e-03, eta: 11:56:29, time: 1.301, data_time: 0.010, memory: 5812, loss_cls: 8.4237, loss: 8.4237, grad_norm: 8.8317 2020-10-25 00:15:01,191 - mmaction - INFO - Epoch [72][420/1147] lr: 1.000e-03, eta: 11:56:03, time: 1.293, data_time: 0.016, memory: 5812, loss_cls: 8.3582, loss: 8.3582, grad_norm: 8.4823 2020-10-25 00:15:26,719 - mmaction - INFO - Epoch [72][440/1147] lr: 1.000e-03, eta: 11:55:36, time: 1.276, data_time: 0.002, memory: 5812, loss_cls: 8.3632, loss: 8.3632, grad_norm: 8.6265 2020-10-25 00:15:52,753 - mmaction - INFO - Epoch [72][460/1147] lr: 1.000e-03, eta: 11:55:10, time: 1.298, data_time: 0.001, memory: 5812, loss_cls: 8.4041, loss: 8.4041, grad_norm: 8.6439 2020-10-25 00:16:18,957 - mmaction - INFO - Epoch [72][480/1147] lr: 1.000e-03, eta: 11:54:44, time: 1.309, data_time: 0.006, memory: 5812, loss_cls: 8.4018, loss: 8.4018, grad_norm: 8.7529 2020-10-25 00:16:45,625 - mmaction - INFO - Epoch [72][500/1147] lr: 1.000e-03, eta: 11:54:18, time: 1.339, data_time: 0.009, memory: 5812, loss_cls: 8.4876, loss: 8.4876, grad_norm: 8.6652 2020-10-25 00:17:10,875 - mmaction - INFO - Epoch [72][520/1147] lr: 1.000e-03, eta: 11:53:51, time: 1.258, data_time: 0.006, memory: 5812, loss_cls: 8.3450, loss: 8.3450, grad_norm: 8.5832 2020-10-25 00:17:37,117 - mmaction - INFO - Epoch [72][540/1147] lr: 1.000e-03, eta: 11:53:25, time: 1.308, data_time: 0.012, memory: 5812, loss_cls: 8.3088, loss: 8.3088, grad_norm: 8.6992 2020-10-25 00:18:02,543 - mmaction - INFO - Epoch [72][560/1147] lr: 1.000e-03, eta: 11:52:59, time: 1.278, data_time: 0.010, memory: 5812, loss_cls: 8.5232, loss: 8.5232, grad_norm: 8.9533 2020-10-25 00:18:28,516 - mmaction - INFO - Epoch [72][580/1147] lr: 1.000e-03, eta: 11:52:32, time: 1.299, data_time: 0.008, memory: 5812, loss_cls: 8.2509, loss: 8.2509, grad_norm: 8.6614 2020-10-25 00:18:54,049 - mmaction - INFO - Epoch [72][600/1147] lr: 1.000e-03, eta: 11:52:06, time: 1.277, data_time: 0.003, memory: 5812, loss_cls: 8.4246, loss: 8.4246, grad_norm: 8.7965 2020-10-25 00:19:19,822 - mmaction - INFO - Epoch [72][620/1147] lr: 1.000e-03, eta: 11:51:40, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 8.5963, loss: 8.5963, grad_norm: 8.8277 2020-10-25 00:19:45,997 - mmaction - INFO - Epoch [72][640/1147] lr: 1.000e-03, eta: 11:51:13, time: 1.307, data_time: 0.005, memory: 5812, loss_cls: 8.2388, loss: 8.2388, grad_norm: 8.5721 2020-10-25 00:20:12,159 - mmaction - INFO - Epoch [72][660/1147] lr: 1.000e-03, eta: 11:50:47, time: 1.313, data_time: 0.007, memory: 5812, loss_cls: 8.3770, loss: 8.3770, grad_norm: 8.5578 2020-10-25 00:20:37,896 - mmaction - INFO - Epoch [72][680/1147] lr: 1.000e-03, eta: 11:50:21, time: 1.286, data_time: 0.003, memory: 5812, loss_cls: 8.3920, loss: 8.3920, grad_norm: 8.7813 2020-10-25 00:21:04,166 - mmaction - INFO - Epoch [72][700/1147] lr: 1.000e-03, eta: 11:49:55, time: 1.312, data_time: 0.001, memory: 5812, loss_cls: 8.3231, loss: 8.3231, grad_norm: 8.8680 2020-10-25 00:21:30,083 - mmaction - INFO - Epoch [72][720/1147] lr: 1.000e-03, eta: 11:49:29, time: 1.295, data_time: 0.008, memory: 5812, loss_cls: 8.1805, loss: 8.1805, grad_norm: 8.5920 2020-10-25 00:21:56,562 - mmaction - INFO - Epoch [72][740/1147] lr: 1.000e-03, eta: 11:49:03, time: 1.326, data_time: 0.007, memory: 5812, loss_cls: 8.5029, loss: 8.5029, grad_norm: 8.7058 2020-10-25 00:22:22,339 - mmaction - INFO - Epoch [72][760/1147] lr: 1.000e-03, eta: 11:48:36, time: 1.280, data_time: 0.003, memory: 5812, loss_cls: 8.1169, loss: 8.1169, grad_norm: 8.5621 2020-10-25 00:22:48,028 - mmaction - INFO - Epoch [72][780/1147] lr: 1.000e-03, eta: 11:48:10, time: 1.293, data_time: 0.011, memory: 5812, loss_cls: 8.4101, loss: 8.4101, grad_norm: 8.5980 2020-10-25 00:23:13,873 - mmaction - INFO - Epoch [72][800/1147] lr: 1.000e-03, eta: 11:47:44, time: 1.293, data_time: 0.006, memory: 5812, loss_cls: 8.3478, loss: 8.3478, grad_norm: 8.5626 2020-10-25 00:23:39,278 - mmaction - INFO - Epoch [72][820/1147] lr: 1.000e-03, eta: 11:47:17, time: 1.264, data_time: 0.002, memory: 5812, loss_cls: 8.4377, loss: 8.4377, grad_norm: 8.7655 2020-10-25 00:24:05,656 - mmaction - INFO - Epoch [72][840/1147] lr: 1.000e-03, eta: 11:46:51, time: 1.320, data_time: 0.008, memory: 5812, loss_cls: 8.6418, loss: 8.6418, grad_norm: 8.8787 2020-10-25 00:24:31,830 - mmaction - INFO - Epoch [72][860/1147] lr: 1.000e-03, eta: 11:46:25, time: 1.306, data_time: 0.007, memory: 5812, loss_cls: 8.5964, loss: 8.5964, grad_norm: 8.6110 2020-10-25 00:24:57,792 - mmaction - INFO - Epoch [72][880/1147] lr: 1.000e-03, eta: 11:45:59, time: 1.304, data_time: 0.011, memory: 5812, loss_cls: 8.5456, loss: 8.5456, grad_norm: 8.8196 2020-10-25 00:25:23,125 - mmaction - INFO - Epoch [72][900/1147] lr: 1.000e-03, eta: 11:45:32, time: 1.268, data_time: 0.005, memory: 5812, loss_cls: 8.2066, loss: 8.2066, grad_norm: 8.6688 2020-10-25 00:25:49,268 - mmaction - INFO - Epoch [72][920/1147] lr: 1.000e-03, eta: 11:45:06, time: 1.307, data_time: 0.003, memory: 5812, loss_cls: 8.2126, loss: 8.2126, grad_norm: 8.6788 2020-10-25 00:26:15,266 - mmaction - INFO - Epoch [72][940/1147] lr: 1.000e-03, eta: 11:44:40, time: 1.300, data_time: 0.002, memory: 5812, loss_cls: 8.4146, loss: 8.4146, grad_norm: 8.6829 2020-10-25 00:26:40,619 - mmaction - INFO - Epoch [72][960/1147] lr: 1.000e-03, eta: 11:44:13, time: 1.267, data_time: 0.004, memory: 5812, loss_cls: 8.4716, loss: 8.4716, grad_norm: 8.7434 2020-10-25 00:27:05,590 - mmaction - INFO - Epoch [72][980/1147] lr: 1.000e-03, eta: 11:43:46, time: 1.247, data_time: 0.002, memory: 5812, loss_cls: 8.2702, loss: 8.2702, grad_norm: 8.7932 2020-10-25 00:27:31,709 - mmaction - INFO - Epoch [72][1000/1147] lr: 1.000e-03, eta: 11:43:20, time: 1.307, data_time: 0.006, memory: 5812, loss_cls: 8.1995, loss: 8.1995, grad_norm: 8.7726 2020-10-25 00:27:57,520 - mmaction - INFO - Epoch [72][1020/1147] lr: 1.000e-03, eta: 11:42:54, time: 1.291, data_time: 0.002, memory: 5812, loss_cls: 8.1153, loss: 8.1153, grad_norm: 8.7417 2020-10-25 00:28:22,614 - mmaction - INFO - Epoch [72][1040/1147] lr: 1.000e-03, eta: 11:42:27, time: 1.249, data_time: 0.002, memory: 5812, loss_cls: 8.5527, loss: 8.5527, grad_norm: 8.8924 2020-10-25 00:28:48,640 - mmaction - INFO - Epoch [72][1060/1147] lr: 1.000e-03, eta: 11:42:01, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 8.3539, loss: 8.3539, grad_norm: 8.7336 2020-10-25 00:29:14,640 - mmaction - INFO - Epoch [72][1080/1147] lr: 1.000e-03, eta: 11:41:35, time: 1.304, data_time: 0.011, memory: 5812, loss_cls: 8.1554, loss: 8.1554, grad_norm: 8.6588 2020-10-25 00:29:40,209 - mmaction - INFO - Epoch [72][1100/1147] lr: 1.000e-03, eta: 11:41:08, time: 1.270, data_time: 0.006, memory: 5812, loss_cls: 8.1752, loss: 8.1752, grad_norm: 8.6690 2020-10-25 00:30:05,571 - mmaction - INFO - Epoch [72][1120/1147] lr: 1.000e-03, eta: 11:40:42, time: 1.277, data_time: 0.013, memory: 5812, loss_cls: 8.5144, loss: 8.5144, grad_norm: 8.6680 2020-10-25 00:30:31,647 - mmaction - INFO - Epoch [72][1140/1147] lr: 1.000e-03, eta: 11:40:16, time: 1.304, data_time: 0.004, memory: 5812, loss_cls: 8.3610, loss: 8.3610, grad_norm: 8.7152 2020-10-25 00:31:16,575 - mmaction - INFO - Epoch [73][20/1147] lr: 1.000e-03, eta: 11:39:41, time: 1.883, data_time: 0.819, memory: 5812, loss_cls: 8.2516, loss: 8.2516, grad_norm: 8.6604 2020-10-25 00:31:42,907 - mmaction - INFO - Epoch [73][40/1147] lr: 1.000e-03, eta: 11:39:15, time: 1.319, data_time: 0.011, memory: 5812, loss_cls: 8.2201, loss: 8.2201, grad_norm: 8.7418 2020-10-25 00:32:08,837 - mmaction - INFO - Epoch [73][60/1147] lr: 1.000e-03, eta: 11:38:49, time: 1.299, data_time: 0.009, memory: 5812, loss_cls: 8.1681, loss: 8.1681, grad_norm: 8.7242 2020-10-25 00:32:35,363 - mmaction - INFO - Epoch [73][80/1147] lr: 1.000e-03, eta: 11:38:23, time: 1.327, data_time: 0.003, memory: 5812, loss_cls: 8.3947, loss: 8.3947, grad_norm: 8.8671 2020-10-25 00:33:00,769 - mmaction - INFO - Epoch [73][100/1147] lr: 1.000e-03, eta: 11:37:57, time: 1.271, data_time: 0.003, memory: 5812, loss_cls: 8.3532, loss: 8.3532, grad_norm: 8.6733 2020-10-25 00:33:27,059 - mmaction - INFO - Epoch [73][120/1147] lr: 1.000e-03, eta: 11:37:30, time: 1.310, data_time: 0.001, memory: 5812, loss_cls: 8.4882, loss: 8.4882, grad_norm: 8.6226 2020-10-25 00:33:53,231 - mmaction - INFO - Epoch [73][140/1147] lr: 1.000e-03, eta: 11:37:04, time: 1.311, data_time: 0.007, memory: 5812, loss_cls: 8.2929, loss: 8.2929, grad_norm: 8.6854 2020-10-25 00:34:19,013 - mmaction - INFO - Epoch [73][160/1147] lr: 1.000e-03, eta: 11:36:38, time: 1.280, data_time: 0.006, memory: 5812, loss_cls: 8.4351, loss: 8.4351, grad_norm: 8.8401 2020-10-25 00:34:44,412 - mmaction - INFO - Epoch [73][180/1147] lr: 1.000e-03, eta: 11:36:11, time: 1.277, data_time: 0.014, memory: 5812, loss_cls: 8.2853, loss: 8.2853, grad_norm: 8.7375 2020-10-25 00:35:10,504 - mmaction - INFO - Epoch [73][200/1147] lr: 1.000e-03, eta: 11:35:45, time: 1.308, data_time: 0.007, memory: 5812, loss_cls: 8.2969, loss: 8.2969, grad_norm: 8.8398 2020-10-25 00:35:36,302 - mmaction - INFO - Epoch [73][220/1147] lr: 1.000e-03, eta: 11:35:19, time: 1.286, data_time: 0.003, memory: 5812, loss_cls: 8.1332, loss: 8.1332, grad_norm: 8.7165 2020-10-25 00:36:01,785 - mmaction - INFO - Epoch [73][240/1147] lr: 1.000e-03, eta: 11:34:53, time: 1.277, data_time: 0.006, memory: 5812, loss_cls: 8.1741, loss: 8.1741, grad_norm: 8.7736 2020-10-25 00:36:27,984 - mmaction - INFO - Epoch [73][260/1147] lr: 1.000e-03, eta: 11:34:26, time: 1.312, data_time: 0.005, memory: 5812, loss_cls: 8.2412, loss: 8.2412, grad_norm: 8.7704 2020-10-25 00:36:53,730 - mmaction - INFO - Epoch [73][280/1147] lr: 1.000e-03, eta: 11:34:00, time: 1.286, data_time: 0.001, memory: 5812, loss_cls: 8.4302, loss: 8.4302, grad_norm: 8.8853 2020-10-25 00:37:19,221 - mmaction - INFO - Epoch [73][300/1147] lr: 1.000e-03, eta: 11:33:34, time: 1.270, data_time: 0.003, memory: 5812, loss_cls: 8.3421, loss: 8.3421, grad_norm: 8.7279 2020-10-25 00:37:45,034 - mmaction - INFO - Epoch [73][320/1147] lr: 1.000e-03, eta: 11:33:07, time: 1.291, data_time: 0.010, memory: 5812, loss_cls: 8.3958, loss: 8.3958, grad_norm: 8.8001 2020-10-25 00:38:10,923 - mmaction - INFO - Epoch [73][340/1147] lr: 1.000e-03, eta: 11:32:41, time: 1.297, data_time: 0.007, memory: 5812, loss_cls: 8.4501, loss: 8.4501, grad_norm: 8.8741 2020-10-25 00:38:36,379 - mmaction - INFO - Epoch [73][360/1147] lr: 1.000e-03, eta: 11:32:14, time: 1.266, data_time: 0.006, memory: 5812, loss_cls: 8.3985, loss: 8.3985, grad_norm: 8.7925 2020-10-25 00:39:02,400 - mmaction - INFO - Epoch [73][380/1147] lr: 1.000e-03, eta: 11:31:48, time: 1.308, data_time: 0.010, memory: 5812, loss_cls: 8.2266, loss: 8.2266, grad_norm: 8.9547 2020-10-25 00:39:28,689 - mmaction - INFO - Epoch [73][400/1147] lr: 1.000e-03, eta: 11:31:22, time: 1.312, data_time: 0.004, memory: 5812, loss_cls: 8.5623, loss: 8.5623, grad_norm: 8.9430 2020-10-25 00:39:53,916 - mmaction - INFO - Epoch [73][420/1147] lr: 1.000e-03, eta: 11:30:56, time: 1.264, data_time: 0.005, memory: 5812, loss_cls: 8.2615, loss: 8.2615, grad_norm: 8.6955 2020-10-25 00:40:19,637 - mmaction - INFO - Epoch [73][440/1147] lr: 1.000e-03, eta: 11:30:29, time: 1.282, data_time: 0.004, memory: 5812, loss_cls: 8.4256, loss: 8.4256, grad_norm: 8.8947 2020-10-25 00:40:46,576 - mmaction - INFO - Epoch [73][460/1147] lr: 1.000e-03, eta: 11:30:03, time: 1.353, data_time: 0.013, memory: 5812, loss_cls: 8.3878, loss: 8.3878, grad_norm: 8.7886 2020-10-25 00:41:12,335 - mmaction - INFO - Epoch [73][480/1147] lr: 1.000e-03, eta: 11:29:37, time: 1.284, data_time: 0.002, memory: 5812, loss_cls: 8.3402, loss: 8.3402, grad_norm: 8.6034 2020-10-25 00:41:38,354 - mmaction - INFO - Epoch [73][500/1147] lr: 1.000e-03, eta: 11:29:11, time: 1.304, data_time: 0.005, memory: 5812, loss_cls: 8.3358, loss: 8.3358, grad_norm: 8.8746 2020-10-25 00:42:04,942 - mmaction - INFO - Epoch [73][520/1147] lr: 1.000e-03, eta: 11:28:45, time: 1.326, data_time: 0.003, memory: 5812, loss_cls: 8.1529, loss: 8.1529, grad_norm: 8.7683 2020-10-25 00:42:31,710 - mmaction - INFO - Epoch [73][540/1147] lr: 1.000e-03, eta: 11:28:19, time: 1.341, data_time: 0.006, memory: 5812, loss_cls: 8.4177, loss: 8.4177, grad_norm: 8.9467 2020-10-25 00:42:57,593 - mmaction - INFO - Epoch [73][560/1147] lr: 1.000e-03, eta: 11:27:53, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 8.2682, loss: 8.2682, grad_norm: 8.7705 2020-10-25 00:43:23,450 - mmaction - INFO - Epoch [73][580/1147] lr: 1.000e-03, eta: 11:27:26, time: 1.301, data_time: 0.011, memory: 5812, loss_cls: 8.5148, loss: 8.5148, grad_norm: 8.9480 2020-10-25 00:43:50,760 - mmaction - INFO - Epoch [73][600/1147] lr: 1.000e-03, eta: 11:27:01, time: 1.362, data_time: 0.002, memory: 5812, loss_cls: 8.4441, loss: 8.4441, grad_norm: 8.7459 2020-10-25 00:44:16,944 - mmaction - INFO - Epoch [73][620/1147] lr: 1.000e-03, eta: 11:26:35, time: 1.304, data_time: 0.006, memory: 5812, loss_cls: 8.3402, loss: 8.3402, grad_norm: 8.7374 2020-10-25 00:44:43,412 - mmaction - INFO - Epoch [73][640/1147] lr: 1.000e-03, eta: 11:26:09, time: 1.328, data_time: 0.010, memory: 5812, loss_cls: 8.2738, loss: 8.2738, grad_norm: 8.6612 2020-10-25 00:45:10,616 - mmaction - INFO - Epoch [73][660/1147] lr: 1.000e-03, eta: 11:25:43, time: 1.359, data_time: 0.006, memory: 5812, loss_cls: 8.3779, loss: 8.3779, grad_norm: 8.8897 2020-10-25 00:45:37,933 - mmaction - INFO - Epoch [73][680/1147] lr: 1.000e-03, eta: 11:25:17, time: 1.370, data_time: 0.007, memory: 5812, loss_cls: 8.4891, loss: 8.4891, grad_norm: 8.7184 2020-10-25 00:46:04,265 - mmaction - INFO - Epoch [73][700/1147] lr: 1.000e-03, eta: 11:24:51, time: 1.314, data_time: 0.005, memory: 5812, loss_cls: 8.2012, loss: 8.2012, grad_norm: 8.7220 2020-10-25 00:46:30,068 - mmaction - INFO - Epoch [73][720/1147] lr: 1.000e-03, eta: 11:24:25, time: 1.293, data_time: 0.007, memory: 5812, loss_cls: 8.1686, loss: 8.1686, grad_norm: 8.8059 2020-10-25 00:46:56,686 - mmaction - INFO - Epoch [73][740/1147] lr: 1.000e-03, eta: 11:23:59, time: 1.329, data_time: 0.001, memory: 5812, loss_cls: 8.1471, loss: 8.1471, grad_norm: 8.6321 2020-10-25 00:47:23,629 - mmaction - INFO - Epoch [73][760/1147] lr: 1.000e-03, eta: 11:23:33, time: 1.346, data_time: 0.002, memory: 5812, loss_cls: 8.2954, loss: 8.2954, grad_norm: 8.9482 2020-10-25 00:47:50,237 - mmaction - INFO - Epoch [73][780/1147] lr: 1.000e-03, eta: 11:23:07, time: 1.333, data_time: 0.006, memory: 5812, loss_cls: 8.2948, loss: 8.2948, grad_norm: 8.7272 2020-10-25 00:48:16,738 - mmaction - INFO - Epoch [73][800/1147] lr: 1.000e-03, eta: 11:22:41, time: 1.323, data_time: 0.003, memory: 5812, loss_cls: 8.2513, loss: 8.2513, grad_norm: 8.7264 2020-10-25 00:48:43,805 - mmaction - INFO - Epoch [73][820/1147] lr: 1.000e-03, eta: 11:22:15, time: 1.355, data_time: 0.004, memory: 5812, loss_cls: 8.2413, loss: 8.2413, grad_norm: 8.8026 2020-10-25 00:49:10,558 - mmaction - INFO - Epoch [73][840/1147] lr: 1.000e-03, eta: 11:21:49, time: 1.328, data_time: 0.004, memory: 5812, loss_cls: 8.5044, loss: 8.5044, grad_norm: 8.9099 2020-10-25 00:49:37,668 - mmaction - INFO - Epoch [73][860/1147] lr: 1.000e-03, eta: 11:21:24, time: 1.354, data_time: 0.011, memory: 5812, loss_cls: 8.4543, loss: 8.4543, grad_norm: 8.8436 2020-10-25 00:50:04,689 - mmaction - INFO - Epoch [73][880/1147] lr: 1.000e-03, eta: 11:20:58, time: 1.362, data_time: 0.013, memory: 5812, loss_cls: 8.4504, loss: 8.4504, grad_norm: 8.9062 2020-10-25 00:50:32,073 - mmaction - INFO - Epoch [73][900/1147] lr: 1.000e-03, eta: 11:20:32, time: 1.364, data_time: 0.002, memory: 5812, loss_cls: 8.3452, loss: 8.3452, grad_norm: 8.7016 2020-10-25 00:50:59,550 - mmaction - INFO - Epoch [73][920/1147] lr: 1.000e-03, eta: 11:20:07, time: 1.380, data_time: 0.009, memory: 5812, loss_cls: 8.5361, loss: 8.5361, grad_norm: 9.0096 2020-10-25 00:51:27,119 - mmaction - INFO - Epoch [73][940/1147] lr: 1.000e-03, eta: 11:19:41, time: 1.370, data_time: 0.002, memory: 5812, loss_cls: 8.4337, loss: 8.4337, grad_norm: 8.8578 2020-10-25 00:51:54,434 - mmaction - INFO - Epoch [73][960/1147] lr: 1.000e-03, eta: 11:19:15, time: 1.368, data_time: 0.011, memory: 5812, loss_cls: 8.2792, loss: 8.2792, grad_norm: 8.7359 2020-10-25 00:52:21,431 - mmaction - INFO - Epoch [73][980/1147] lr: 1.000e-03, eta: 11:18:50, time: 1.353, data_time: 0.012, memory: 5812, loss_cls: 8.3190, loss: 8.3190, grad_norm: 8.8272 2020-10-25 00:52:48,770 - mmaction - INFO - Epoch [73][1000/1147] lr: 1.000e-03, eta: 11:18:24, time: 1.368, data_time: 0.008, memory: 5812, loss_cls: 8.4366, loss: 8.4366, grad_norm: 8.6368 2020-10-25 00:53:15,371 - mmaction - INFO - Epoch [73][1020/1147] lr: 1.000e-03, eta: 11:17:58, time: 1.322, data_time: 0.005, memory: 5812, loss_cls: 8.4199, loss: 8.4199, grad_norm: 8.8901 2020-10-25 00:53:42,058 - mmaction - INFO - Epoch [73][1040/1147] lr: 1.000e-03, eta: 11:17:32, time: 1.338, data_time: 0.012, memory: 5812, loss_cls: 8.3973, loss: 8.3973, grad_norm: 8.7117 2020-10-25 00:54:08,406 - mmaction - INFO - Epoch [73][1060/1147] lr: 1.000e-03, eta: 11:17:06, time: 1.324, data_time: 0.008, memory: 5812, loss_cls: 8.3572, loss: 8.3572, grad_norm: 8.7550 2020-10-25 00:54:34,860 - mmaction - INFO - Epoch [73][1080/1147] lr: 1.000e-03, eta: 11:16:40, time: 1.322, data_time: 0.003, memory: 5812, loss_cls: 8.4521, loss: 8.4521, grad_norm: 8.7445 2020-10-25 00:55:01,569 - mmaction - INFO - Epoch [73][1100/1147] lr: 1.000e-03, eta: 11:16:14, time: 1.327, data_time: 0.002, memory: 5812, loss_cls: 8.2694, loss: 8.2694, grad_norm: 8.5950 2020-10-25 00:55:28,869 - mmaction - INFO - Epoch [73][1120/1147] lr: 1.000e-03, eta: 11:15:48, time: 1.371, data_time: 0.012, memory: 5812, loss_cls: 8.2513, loss: 8.2513, grad_norm: 8.7579 2020-10-25 00:55:55,759 - mmaction - INFO - Epoch [73][1140/1147] lr: 1.000e-03, eta: 11:15:23, time: 1.345, data_time: 0.006, memory: 5812, loss_cls: 8.3608, loss: 8.3608, grad_norm: 8.7691 2020-10-25 00:56:46,294 - mmaction - INFO - Epoch [74][20/1147] lr: 1.000e-03, eta: 11:14:50, time: 2.076, data_time: 1.536, memory: 5812, loss_cls: 8.2969, loss: 8.2969, grad_norm: 8.8555 2020-10-25 00:57:15,035 - mmaction - INFO - Epoch [74][40/1147] lr: 1.000e-03, eta: 11:14:25, time: 1.436, data_time: 0.840, memory: 5812, loss_cls: 8.3598, loss: 8.3598, grad_norm: 8.7879 2020-10-25 00:57:42,518 - mmaction - INFO - Epoch [74][60/1147] lr: 1.000e-03, eta: 11:13:59, time: 1.375, data_time: 0.753, memory: 5812, loss_cls: 8.2963, loss: 8.2963, grad_norm: 8.6752 2020-10-25 00:58:09,414 - mmaction - INFO - Epoch [74][80/1147] lr: 1.000e-03, eta: 11:13:33, time: 1.341, data_time: 0.753, memory: 5812, loss_cls: 8.1629, loss: 8.1629, grad_norm: 8.6810 2020-10-25 00:58:36,539 - mmaction - INFO - Epoch [74][100/1147] lr: 1.000e-03, eta: 11:13:08, time: 1.358, data_time: 0.803, memory: 5812, loss_cls: 8.4384, loss: 8.4384, grad_norm: 8.8017 2020-10-25 00:59:03,973 - mmaction - INFO - Epoch [74][120/1147] lr: 1.000e-03, eta: 11:12:42, time: 1.368, data_time: 0.768, memory: 5812, loss_cls: 8.3093, loss: 8.3093, grad_norm: 8.6448 2020-10-25 00:59:30,200 - mmaction - INFO - Epoch [74][140/1147] lr: 1.000e-03, eta: 11:12:16, time: 1.316, data_time: 0.709, memory: 5812, loss_cls: 8.3253, loss: 8.3253, grad_norm: 8.7808 2020-10-25 00:59:57,591 - mmaction - INFO - Epoch [74][160/1147] lr: 1.000e-03, eta: 11:11:50, time: 1.359, data_time: 0.779, memory: 5812, loss_cls: 8.1644, loss: 8.1644, grad_norm: 8.7986 2020-10-25 01:00:24,273 - mmaction - INFO - Epoch [74][180/1147] lr: 1.000e-03, eta: 11:11:24, time: 1.342, data_time: 0.719, memory: 5812, loss_cls: 8.2462, loss: 8.2462, grad_norm: 8.7181 2020-10-25 01:00:50,806 - mmaction - INFO - Epoch [74][200/1147] lr: 1.000e-03, eta: 11:10:58, time: 1.327, data_time: 0.711, memory: 5812, loss_cls: 8.4459, loss: 8.4459, grad_norm: 8.8610 2020-10-25 01:01:17,665 - mmaction - INFO - Epoch [74][220/1147] lr: 1.000e-03, eta: 11:10:32, time: 1.332, data_time: 0.743, memory: 5812, loss_cls: 8.2145, loss: 8.2145, grad_norm: 8.9129 2020-10-25 01:01:44,668 - mmaction - INFO - Epoch [74][240/1147] lr: 1.000e-03, eta: 11:10:06, time: 1.361, data_time: 0.816, memory: 5812, loss_cls: 8.2673, loss: 8.2673, grad_norm: 8.6382 2020-10-25 01:02:10,885 - mmaction - INFO - Epoch [74][260/1147] lr: 1.000e-03, eta: 11:09:40, time: 1.314, data_time: 0.731, memory: 5812, loss_cls: 8.2946, loss: 8.2946, grad_norm: 8.8579 2020-10-25 01:02:38,015 - mmaction - INFO - Epoch [74][280/1147] lr: 1.000e-03, eta: 11:09:15, time: 1.350, data_time: 0.771, memory: 5812, loss_cls: 8.2228, loss: 8.2228, grad_norm: 8.8442 2020-10-25 01:03:04,291 - mmaction - INFO - Epoch [74][300/1147] lr: 1.000e-03, eta: 11:08:48, time: 1.321, data_time: 0.709, memory: 5812, loss_cls: 8.3030, loss: 8.3030, grad_norm: 8.8169 2020-10-25 01:03:31,210 - mmaction - INFO - Epoch [74][320/1147] lr: 1.000e-03, eta: 11:08:23, time: 1.344, data_time: 0.744, memory: 5812, loss_cls: 8.2171, loss: 8.2171, grad_norm: 8.6949 2020-10-25 01:03:58,016 - mmaction - INFO - Epoch [74][340/1147] lr: 1.000e-03, eta: 11:07:57, time: 1.341, data_time: 0.714, memory: 5812, loss_cls: 8.3257, loss: 8.3257, grad_norm: 9.0118 2020-10-25 01:04:25,166 - mmaction - INFO - Epoch [74][360/1147] lr: 1.000e-03, eta: 11:07:31, time: 1.359, data_time: 0.778, memory: 5812, loss_cls: 8.3798, loss: 8.3798, grad_norm: 8.7098 2020-10-25 01:04:52,649 - mmaction - INFO - Epoch [74][380/1147] lr: 1.000e-03, eta: 11:07:05, time: 1.370, data_time: 0.781, memory: 5812, loss_cls: 8.3546, loss: 8.3546, grad_norm: 8.7926 2020-10-25 01:05:19,349 - mmaction - INFO - Epoch [74][400/1147] lr: 1.000e-03, eta: 11:06:39, time: 1.335, data_time: 0.730, memory: 5812, loss_cls: 8.1742, loss: 8.1742, grad_norm: 8.7820 2020-10-25 01:05:46,733 - mmaction - INFO - Epoch [74][420/1147] lr: 1.000e-03, eta: 11:06:14, time: 1.366, data_time: 0.790, memory: 5812, loss_cls: 8.3023, loss: 8.3023, grad_norm: 8.9343 2020-10-25 01:06:13,623 - mmaction - INFO - Epoch [74][440/1147] lr: 1.000e-03, eta: 11:05:48, time: 1.346, data_time: 0.745, memory: 5812, loss_cls: 8.6912, loss: 8.6912, grad_norm: 8.8834 2020-10-25 01:06:40,189 - mmaction - INFO - Epoch [74][460/1147] lr: 1.000e-03, eta: 11:05:22, time: 1.331, data_time: 0.716, memory: 5812, loss_cls: 8.1739, loss: 8.1739, grad_norm: 8.4966 2020-10-25 01:07:07,274 - mmaction - INFO - Epoch [74][480/1147] lr: 1.000e-03, eta: 11:04:56, time: 1.346, data_time: 0.715, memory: 5812, loss_cls: 8.1803, loss: 8.1803, grad_norm: 8.6624 2020-10-25 01:07:33,524 - mmaction - INFO - Epoch [74][500/1147] lr: 1.000e-03, eta: 11:04:30, time: 1.323, data_time: 0.737, memory: 5812, loss_cls: 8.4067, loss: 8.4067, grad_norm: 9.0325 2020-10-25 01:08:00,186 - mmaction - INFO - Epoch [74][520/1147] lr: 1.000e-03, eta: 11:04:04, time: 1.324, data_time: 0.719, memory: 5812, loss_cls: 8.3247, loss: 8.3247, grad_norm: 8.8474 2020-10-25 01:08:26,527 - mmaction - INFO - Epoch [74][540/1147] lr: 1.000e-03, eta: 11:03:38, time: 1.327, data_time: 0.694, memory: 5812, loss_cls: 8.2648, loss: 8.2648, grad_norm: 8.8329 2020-10-25 01:08:52,642 - mmaction - INFO - Epoch [74][560/1147] lr: 1.000e-03, eta: 11:03:12, time: 1.303, data_time: 0.664, memory: 5812, loss_cls: 8.3146, loss: 8.3146, grad_norm: 8.7908 2020-10-25 01:09:19,507 - mmaction - INFO - Epoch [74][580/1147] lr: 1.000e-03, eta: 11:02:46, time: 1.335, data_time: 0.718, memory: 5812, loss_cls: 8.4494, loss: 8.4494, grad_norm: 8.8944 2020-10-25 01:09:46,049 - mmaction - INFO - Epoch [74][600/1147] lr: 1.000e-03, eta: 11:02:20, time: 1.336, data_time: 0.730, memory: 5812, loss_cls: 8.3811, loss: 8.3811, grad_norm: 8.8790 2020-10-25 01:10:12,488 - mmaction - INFO - Epoch [74][620/1147] lr: 1.000e-03, eta: 11:01:54, time: 1.325, data_time: 0.707, memory: 5812, loss_cls: 8.6212, loss: 8.6212, grad_norm: 8.8971 2020-10-25 01:10:39,265 - mmaction - INFO - Epoch [74][640/1147] lr: 1.000e-03, eta: 11:01:28, time: 1.336, data_time: 0.733, memory: 5812, loss_cls: 8.3293, loss: 8.3293, grad_norm: 8.5637 2020-10-25 01:11:06,253 - mmaction - INFO - Epoch [74][660/1147] lr: 1.000e-03, eta: 11:01:02, time: 1.348, data_time: 0.750, memory: 5812, loss_cls: 8.3796, loss: 8.3796, grad_norm: 8.7812 2020-10-25 01:11:32,461 - mmaction - INFO - Epoch [74][680/1147] lr: 1.000e-03, eta: 11:00:36, time: 1.308, data_time: 0.682, memory: 5812, loss_cls: 8.4664, loss: 8.4664, grad_norm: 8.8465 2020-10-25 01:11:59,099 - mmaction - INFO - Epoch [74][700/1147] lr: 1.000e-03, eta: 11:00:10, time: 1.338, data_time: 0.695, memory: 5812, loss_cls: 8.5460, loss: 8.5460, grad_norm: 9.0396 2020-10-25 01:12:25,426 - mmaction - INFO - Epoch [74][720/1147] lr: 1.000e-03, eta: 10:59:44, time: 1.313, data_time: 0.702, memory: 5812, loss_cls: 8.3979, loss: 8.3979, grad_norm: 8.9966 2020-10-25 01:12:52,004 - mmaction - INFO - Epoch [74][740/1147] lr: 1.000e-03, eta: 10:59:18, time: 1.324, data_time: 0.678, memory: 5812, loss_cls: 8.5282, loss: 8.5282, grad_norm: 8.9391 2020-10-25 01:13:18,381 - mmaction - INFO - Epoch [74][760/1147] lr: 1.000e-03, eta: 10:58:52, time: 1.327, data_time: 0.710, memory: 5812, loss_cls: 8.3289, loss: 8.3289, grad_norm: 8.8439 2020-10-25 01:13:44,584 - mmaction - INFO - Epoch [74][780/1147] lr: 1.000e-03, eta: 10:58:25, time: 1.305, data_time: 0.658, memory: 5812, loss_cls: 8.3989, loss: 8.3989, grad_norm: 8.9061 2020-10-25 01:14:11,361 - mmaction - INFO - Epoch [74][800/1147] lr: 1.000e-03, eta: 10:58:00, time: 1.342, data_time: 0.715, memory: 5812, loss_cls: 8.2717, loss: 8.2717, grad_norm: 8.7844 2020-10-25 01:14:37,905 - mmaction - INFO - Epoch [74][820/1147] lr: 1.000e-03, eta: 10:57:33, time: 1.321, data_time: 0.721, memory: 5812, loss_cls: 8.2497, loss: 8.2497, grad_norm: 8.9309 2020-10-25 01:15:04,753 - mmaction - INFO - Epoch [74][840/1147] lr: 1.000e-03, eta: 10:57:08, time: 1.339, data_time: 0.734, memory: 5812, loss_cls: 8.6221, loss: 8.6221, grad_norm: 8.9168 2020-10-25 01:15:31,219 - mmaction - INFO - Epoch [74][860/1147] lr: 1.000e-03, eta: 10:56:42, time: 1.331, data_time: 0.699, memory: 5812, loss_cls: 8.2943, loss: 8.2943, grad_norm: 8.7229 2020-10-25 01:15:56,734 - mmaction - INFO - Epoch [74][880/1147] lr: 1.000e-03, eta: 10:56:15, time: 1.274, data_time: 0.677, memory: 5812, loss_cls: 8.4639, loss: 8.4639, grad_norm: 8.8293 2020-10-25 01:16:22,920 - mmaction - INFO - Epoch [74][900/1147] lr: 1.000e-03, eta: 10:55:49, time: 1.311, data_time: 0.696, memory: 5812, loss_cls: 8.4550, loss: 8.4550, grad_norm: 8.9103 2020-10-25 01:16:49,465 - mmaction - INFO - Epoch [74][920/1147] lr: 1.000e-03, eta: 10:55:23, time: 1.317, data_time: 0.705, memory: 5812, loss_cls: 8.3802, loss: 8.3802, grad_norm: 8.7766 2020-10-25 01:17:16,278 - mmaction - INFO - Epoch [74][940/1147] lr: 1.000e-03, eta: 10:54:57, time: 1.339, data_time: 0.735, memory: 5812, loss_cls: 8.3801, loss: 8.3801, grad_norm: 8.9091 2020-10-25 01:17:42,376 - mmaction - INFO - Epoch [74][960/1147] lr: 1.000e-03, eta: 10:54:31, time: 1.296, data_time: 0.678, memory: 5812, loss_cls: 8.3856, loss: 8.3856, grad_norm: 8.8284 2020-10-25 01:18:08,536 - mmaction - INFO - Epoch [74][980/1147] lr: 1.000e-03, eta: 10:54:05, time: 1.320, data_time: 0.738, memory: 5812, loss_cls: 8.3516, loss: 8.3516, grad_norm: 8.8836 2020-10-25 01:18:34,806 - mmaction - INFO - Epoch [74][1000/1147] lr: 1.000e-03, eta: 10:53:38, time: 1.314, data_time: 0.653, memory: 5812, loss_cls: 8.1781, loss: 8.1781, grad_norm: 8.7813 2020-10-25 01:19:01,580 - mmaction - INFO - Epoch [74][1020/1147] lr: 1.000e-03, eta: 10:53:12, time: 1.336, data_time: 0.700, memory: 5812, loss_cls: 8.3311, loss: 8.3311, grad_norm: 8.9576 2020-10-25 01:19:28,105 - mmaction - INFO - Epoch [74][1040/1147] lr: 1.000e-03, eta: 10:52:46, time: 1.328, data_time: 0.699, memory: 5812, loss_cls: 8.4638, loss: 8.4638, grad_norm: 8.8081 2020-10-25 01:19:54,521 - mmaction - INFO - Epoch [74][1060/1147] lr: 1.000e-03, eta: 10:52:20, time: 1.321, data_time: 0.694, memory: 5812, loss_cls: 8.4088, loss: 8.4088, grad_norm: 8.8462 2020-10-25 01:20:21,127 - mmaction - INFO - Epoch [74][1080/1147] lr: 1.000e-03, eta: 10:51:54, time: 1.327, data_time: 0.689, memory: 5812, loss_cls: 8.2973, loss: 8.2973, grad_norm: 8.8754 2020-10-25 01:20:47,163 - mmaction - INFO - Epoch [74][1100/1147] lr: 1.000e-03, eta: 10:51:28, time: 1.303, data_time: 0.714, memory: 5812, loss_cls: 8.3185, loss: 8.3185, grad_norm: 8.8677 2020-10-25 01:21:14,100 - mmaction - INFO - Epoch [74][1120/1147] lr: 1.000e-03, eta: 10:51:02, time: 1.348, data_time: 0.735, memory: 5812, loss_cls: 8.4027, loss: 8.4027, grad_norm: 8.8573 2020-10-25 01:21:40,418 - mmaction - INFO - Epoch [74][1140/1147] lr: 1.000e-03, eta: 10:50:36, time: 1.308, data_time: 0.689, memory: 5812, loss_cls: 8.2704, loss: 8.2704, grad_norm: 8.9388 2020-10-25 01:22:30,548 - mmaction - INFO - Epoch [75][20/1147] lr: 1.000e-03, eta: 10:50:03, time: 2.091, data_time: 1.349, memory: 5812, loss_cls: 8.4926, loss: 8.4926, grad_norm: 8.8991 2020-10-25 01:22:57,524 - mmaction - INFO - Epoch [75][40/1147] lr: 1.000e-03, eta: 10:49:38, time: 1.353, data_time: 0.221, memory: 5812, loss_cls: 8.2472, loss: 8.2472, grad_norm: 8.8182 2020-10-25 01:23:23,437 - mmaction - INFO - Epoch [75][60/1147] lr: 1.000e-03, eta: 10:49:11, time: 1.295, data_time: 0.055, memory: 5812, loss_cls: 8.2874, loss: 8.2874, grad_norm: 8.9115 2020-10-25 01:23:49,691 - mmaction - INFO - Epoch [75][80/1147] lr: 1.000e-03, eta: 10:48:45, time: 1.309, data_time: 0.001, memory: 5812, loss_cls: 8.3840, loss: 8.3840, grad_norm: 8.8351 2020-10-25 01:24:15,174 - mmaction - INFO - Epoch [75][100/1147] lr: 1.000e-03, eta: 10:48:19, time: 1.273, data_time: 0.012, memory: 5812, loss_cls: 8.5207, loss: 8.5207, grad_norm: 9.0525 2020-10-25 01:24:41,653 - mmaction - INFO - Epoch [75][120/1147] lr: 1.000e-03, eta: 10:47:53, time: 1.324, data_time: 0.008, memory: 5812, loss_cls: 8.3512, loss: 8.3512, grad_norm: 8.9558 2020-10-25 01:25:08,255 - mmaction - INFO - Epoch [75][140/1147] lr: 1.000e-03, eta: 10:47:27, time: 1.330, data_time: 0.006, memory: 5812, loss_cls: 8.4266, loss: 8.4266, grad_norm: 8.9022 2020-10-25 01:25:34,483 - mmaction - INFO - Epoch [75][160/1147] lr: 1.000e-03, eta: 10:47:00, time: 1.316, data_time: 0.006, memory: 5812, loss_cls: 8.3592, loss: 8.3592, grad_norm: 8.7940 2020-10-25 01:25:59,834 - mmaction - INFO - Epoch [75][180/1147] lr: 1.000e-03, eta: 10:46:34, time: 1.263, data_time: 0.003, memory: 5812, loss_cls: 8.4185, loss: 8.4185, grad_norm: 8.9073 2020-10-25 01:26:25,961 - mmaction - INFO - Epoch [75][200/1147] lr: 1.000e-03, eta: 10:46:08, time: 1.309, data_time: 0.007, memory: 5812, loss_cls: 8.3966, loss: 8.3966, grad_norm: 8.9716 2020-10-25 01:26:51,686 - mmaction - INFO - Epoch [75][220/1147] lr: 1.000e-03, eta: 10:45:41, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 8.3008, loss: 8.3008, grad_norm: 8.8829 2020-10-25 01:27:18,548 - mmaction - INFO - Epoch [75][240/1147] lr: 1.000e-03, eta: 10:45:16, time: 1.343, data_time: 0.002, memory: 5812, loss_cls: 8.4316, loss: 8.4316, grad_norm: 8.9608 2020-10-25 01:27:43,799 - mmaction - INFO - Epoch [75][260/1147] lr: 1.000e-03, eta: 10:44:49, time: 1.260, data_time: 0.003, memory: 5812, loss_cls: 8.4256, loss: 8.4256, grad_norm: 9.0024 2020-10-25 01:28:10,400 - mmaction - INFO - Epoch [75][280/1147] lr: 1.000e-03, eta: 10:44:23, time: 1.326, data_time: 0.005, memory: 5812, loss_cls: 8.1598, loss: 8.1598, grad_norm: 8.8651 2020-10-25 01:28:36,278 - mmaction - INFO - Epoch [75][300/1147] lr: 1.000e-03, eta: 10:43:57, time: 1.295, data_time: 0.009, memory: 5812, loss_cls: 8.4432, loss: 8.4432, grad_norm: 8.9816 2020-10-25 01:29:01,741 - mmaction - INFO - Epoch [75][320/1147] lr: 1.000e-03, eta: 10:43:30, time: 1.278, data_time: 0.010, memory: 5812, loss_cls: 8.2382, loss: 8.2382, grad_norm: 8.7728 2020-10-25 01:29:28,024 - mmaction - INFO - Epoch [75][340/1147] lr: 1.000e-03, eta: 10:43:04, time: 1.301, data_time: 0.007, memory: 5812, loss_cls: 8.4653, loss: 8.4653, grad_norm: 8.9278 2020-10-25 01:29:53,799 - mmaction - INFO - Epoch [75][360/1147] lr: 1.000e-03, eta: 10:42:38, time: 1.296, data_time: 0.014, memory: 5812, loss_cls: 8.3537, loss: 8.3537, grad_norm: 8.8528 2020-10-25 01:30:19,914 - mmaction - INFO - Epoch [75][380/1147] lr: 1.000e-03, eta: 10:42:12, time: 1.306, data_time: 0.007, memory: 5812, loss_cls: 8.2361, loss: 8.2361, grad_norm: 8.9863 2020-10-25 01:30:45,947 - mmaction - INFO - Epoch [75][400/1147] lr: 1.000e-03, eta: 10:41:45, time: 1.306, data_time: 0.007, memory: 5812, loss_cls: 8.2881, loss: 8.2881, grad_norm: 8.9469 2020-10-25 01:31:12,022 - mmaction - INFO - Epoch [75][420/1147] lr: 1.000e-03, eta: 10:41:19, time: 1.303, data_time: 0.003, memory: 5812, loss_cls: 8.2188, loss: 8.2188, grad_norm: 8.8103 2020-10-25 01:31:37,830 - mmaction - INFO - Epoch [75][440/1147] lr: 1.000e-03, eta: 10:40:53, time: 1.286, data_time: 0.002, memory: 5812, loss_cls: 8.4669, loss: 8.4669, grad_norm: 9.1655 2020-10-25 01:32:03,976 - mmaction - INFO - Epoch [75][460/1147] lr: 1.000e-03, eta: 10:40:27, time: 1.306, data_time: 0.008, memory: 5812, loss_cls: 8.4130, loss: 8.4130, grad_norm: 8.9960 2020-10-25 01:32:29,457 - mmaction - INFO - Epoch [75][480/1147] lr: 1.000e-03, eta: 10:40:00, time: 1.280, data_time: 0.010, memory: 5812, loss_cls: 8.1832, loss: 8.1832, grad_norm: 8.7997 2020-10-25 01:32:56,001 - mmaction - INFO - Epoch [75][500/1147] lr: 1.000e-03, eta: 10:39:34, time: 1.328, data_time: 0.002, memory: 5812, loss_cls: 8.1467, loss: 8.1467, grad_norm: 8.8643 2020-10-25 01:33:21,761 - mmaction - INFO - Epoch [75][520/1147] lr: 1.000e-03, eta: 10:39:08, time: 1.282, data_time: 0.002, memory: 5812, loss_cls: 8.3240, loss: 8.3240, grad_norm: 9.0750 2020-10-25 01:33:48,215 - mmaction - INFO - Epoch [75][540/1147] lr: 1.000e-03, eta: 10:38:42, time: 1.320, data_time: 0.012, memory: 5812, loss_cls: 8.2638, loss: 8.2638, grad_norm: 8.8866 2020-10-25 01:34:14,029 - mmaction - INFO - Epoch [75][560/1147] lr: 1.000e-03, eta: 10:38:15, time: 1.300, data_time: 0.013, memory: 5812, loss_cls: 8.1408, loss: 8.1408, grad_norm: 8.8461 2020-10-25 01:34:39,256 - mmaction - INFO - Epoch [75][580/1147] lr: 1.000e-03, eta: 10:37:49, time: 1.258, data_time: 0.001, memory: 5812, loss_cls: 8.3672, loss: 8.3672, grad_norm: 8.9425 2020-10-25 01:35:05,008 - mmaction - INFO - Epoch [75][600/1147] lr: 1.000e-03, eta: 10:37:22, time: 1.284, data_time: 0.007, memory: 5812, loss_cls: 8.6045, loss: 8.6045, grad_norm: 9.0236 2020-10-25 01:35:30,955 - mmaction - INFO - Epoch [75][620/1147] lr: 1.000e-03, eta: 10:36:56, time: 1.302, data_time: 0.007, memory: 5812, loss_cls: 8.0718, loss: 8.0718, grad_norm: 8.6526 2020-10-25 01:35:56,617 - mmaction - INFO - Epoch [75][640/1147] lr: 1.000e-03, eta: 10:36:30, time: 1.285, data_time: 0.004, memory: 5812, loss_cls: 8.6397, loss: 8.6397, grad_norm: 9.2467 2020-10-25 01:36:22,800 - mmaction - INFO - Epoch [75][660/1147] lr: 1.000e-03, eta: 10:36:04, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 8.3055, loss: 8.3055, grad_norm: 8.7628 2020-10-25 01:36:49,584 - mmaction - INFO - Epoch [75][680/1147] lr: 1.000e-03, eta: 10:35:38, time: 1.349, data_time: 0.015, memory: 5812, loss_cls: 8.2914, loss: 8.2914, grad_norm: 8.8112 2020-10-25 01:37:15,387 - mmaction - INFO - Epoch [75][700/1147] lr: 1.000e-03, eta: 10:35:11, time: 1.279, data_time: 0.003, memory: 5812, loss_cls: 8.3744, loss: 8.3744, grad_norm: 8.8928 2020-10-25 01:37:41,570 - mmaction - INFO - Epoch [75][720/1147] lr: 1.000e-03, eta: 10:34:45, time: 1.320, data_time: 0.015, memory: 5812, loss_cls: 8.2948, loss: 8.2948, grad_norm: 8.8882 2020-10-25 01:38:07,029 - mmaction - INFO - Epoch [75][740/1147] lr: 1.000e-03, eta: 10:34:19, time: 1.273, data_time: 0.001, memory: 5812, loss_cls: 8.2270, loss: 8.2270, grad_norm: 8.8709 2020-10-25 01:38:32,871 - mmaction - INFO - Epoch [75][760/1147] lr: 1.000e-03, eta: 10:33:52, time: 1.285, data_time: 0.006, memory: 5812, loss_cls: 8.2711, loss: 8.2711, grad_norm: 8.9546 2020-10-25 01:38:59,274 - mmaction - INFO - Epoch [75][780/1147] lr: 1.000e-03, eta: 10:33:26, time: 1.319, data_time: 0.009, memory: 5812, loss_cls: 8.3739, loss: 8.3739, grad_norm: 8.9054 2020-10-25 01:39:25,560 - mmaction - INFO - Epoch [75][800/1147] lr: 1.000e-03, eta: 10:33:00, time: 1.321, data_time: 0.010, memory: 5812, loss_cls: 8.4827, loss: 8.4827, grad_norm: 9.0650 2020-10-25 01:39:52,468 - mmaction - INFO - Epoch [75][820/1147] lr: 1.000e-03, eta: 10:32:34, time: 1.339, data_time: 0.003, memory: 5812, loss_cls: 8.4447, loss: 8.4447, grad_norm: 8.8367 2020-10-25 01:40:19,017 - mmaction - INFO - Epoch [75][840/1147] lr: 1.000e-03, eta: 10:32:08, time: 1.328, data_time: 0.010, memory: 5812, loss_cls: 8.3432, loss: 8.3432, grad_norm: 8.9607 2020-10-25 01:40:44,692 - mmaction - INFO - Epoch [75][860/1147] lr: 1.000e-03, eta: 10:31:42, time: 1.290, data_time: 0.009, memory: 5812, loss_cls: 8.2424, loss: 8.2424, grad_norm: 8.7427 2020-10-25 01:41:11,193 - mmaction - INFO - Epoch [75][880/1147] lr: 1.000e-03, eta: 10:31:16, time: 1.326, data_time: 0.002, memory: 5812, loss_cls: 8.0774, loss: 8.0774, grad_norm: 8.7636 2020-10-25 01:41:37,043 - mmaction - INFO - Epoch [75][900/1147] lr: 1.000e-03, eta: 10:30:50, time: 1.292, data_time: 0.004, memory: 5812, loss_cls: 8.2587, loss: 8.2587, grad_norm: 8.9714 2020-10-25 01:42:03,609 - mmaction - INFO - Epoch [75][920/1147] lr: 1.000e-03, eta: 10:30:24, time: 1.328, data_time: 0.006, memory: 5812, loss_cls: 8.3105, loss: 8.3105, grad_norm: 9.0236 2020-10-25 01:42:29,644 - mmaction - INFO - Epoch [75][940/1147] lr: 1.000e-03, eta: 10:29:57, time: 1.302, data_time: 0.004, memory: 5812, loss_cls: 8.1606, loss: 8.1606, grad_norm: 8.9078 2020-10-25 01:42:55,851 - mmaction - INFO - Epoch [75][960/1147] lr: 1.000e-03, eta: 10:29:31, time: 1.302, data_time: 0.002, memory: 5812, loss_cls: 8.1854, loss: 8.1854, grad_norm: 8.9355 2020-10-25 01:43:22,109 - mmaction - INFO - Epoch [75][980/1147] lr: 1.000e-03, eta: 10:29:05, time: 1.320, data_time: 0.011, memory: 5812, loss_cls: 8.3698, loss: 8.3698, grad_norm: 9.0644 2020-10-25 01:43:48,267 - mmaction - INFO - Epoch [75][1000/1147] lr: 1.000e-03, eta: 10:28:39, time: 1.303, data_time: 0.005, memory: 5812, loss_cls: 8.4359, loss: 8.4359, grad_norm: 8.8767 2020-10-25 01:44:13,870 - mmaction - INFO - Epoch [75][1020/1147] lr: 1.000e-03, eta: 10:28:13, time: 1.283, data_time: 0.008, memory: 5812, loss_cls: 8.5144, loss: 8.5144, grad_norm: 9.0599 2020-10-25 01:44:40,149 - mmaction - INFO - Epoch [75][1040/1147] lr: 1.000e-03, eta: 10:27:46, time: 1.314, data_time: 0.008, memory: 5812, loss_cls: 8.4637, loss: 8.4637, grad_norm: 8.9123 2020-10-25 01:45:06,015 - mmaction - INFO - Epoch [75][1060/1147] lr: 1.000e-03, eta: 10:27:20, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 8.4074, loss: 8.4074, grad_norm: 8.7362 2020-10-25 01:45:32,438 - mmaction - INFO - Epoch [75][1080/1147] lr: 1.000e-03, eta: 10:26:54, time: 1.315, data_time: 0.003, memory: 5812, loss_cls: 8.3467, loss: 8.3467, grad_norm: 8.7335 2020-10-25 01:45:59,265 - mmaction - INFO - Epoch [75][1100/1147] lr: 1.000e-03, eta: 10:26:28, time: 1.344, data_time: 0.007, memory: 5812, loss_cls: 8.2941, loss: 8.2941, grad_norm: 8.9773 2020-10-25 01:46:24,346 - mmaction - INFO - Epoch [75][1120/1147] lr: 1.000e-03, eta: 10:26:02, time: 1.256, data_time: 0.005, memory: 5812, loss_cls: 8.2938, loss: 8.2938, grad_norm: 9.0305 2020-10-25 01:46:50,002 - mmaction - INFO - Epoch [75][1140/1147] lr: 1.000e-03, eta: 10:25:35, time: 1.281, data_time: 0.002, memory: 5812, loss_cls: 8.5045, loss: 8.5045, grad_norm: 8.8670 2020-10-25 01:46:58,114 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-10-25 01:49:06,216 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 01:49:06,899 - mmaction - INFO - mean_average_precision 0.4570 2020-10-25 01:49:06,915 - mmaction - INFO - Epoch(val) [75][1147] mean_average_precision: 0.4570 2020-10-25 01:49:47,322 - mmaction - INFO - Epoch [76][20/1147] lr: 1.000e-03, eta: 10:25:02, time: 2.020, data_time: 1.535, memory: 5812, loss_cls: 8.2993, loss: 8.2993, grad_norm: 8.7560 2020-10-25 01:50:14,694 - mmaction - INFO - Epoch [76][40/1147] lr: 1.000e-03, eta: 10:24:36, time: 1.368, data_time: 0.772, memory: 5812, loss_cls: 8.2942, loss: 8.2942, grad_norm: 8.9082 2020-10-25 01:50:40,499 - mmaction - INFO - Epoch [76][60/1147] lr: 1.000e-03, eta: 10:24:10, time: 1.291, data_time: 0.690, memory: 5812, loss_cls: 8.5931, loss: 8.5931, grad_norm: 8.8636 2020-10-25 01:51:06,807 - mmaction - INFO - Epoch [76][80/1147] lr: 1.000e-03, eta: 10:23:44, time: 1.310, data_time: 0.739, memory: 5812, loss_cls: 8.1879, loss: 8.1879, grad_norm: 8.5609 2020-10-25 01:51:33,072 - mmaction - INFO - Epoch [76][100/1147] lr: 1.000e-03, eta: 10:23:17, time: 1.315, data_time: 0.761, memory: 5812, loss_cls: 8.3508, loss: 8.3508, grad_norm: 8.9267 2020-10-25 01:51:58,945 - mmaction - INFO - Epoch [76][120/1147] lr: 1.000e-03, eta: 10:22:51, time: 1.295, data_time: 0.585, memory: 5812, loss_cls: 8.2440, loss: 8.2440, grad_norm: 8.8118 2020-10-25 01:52:25,379 - mmaction - INFO - Epoch [76][140/1147] lr: 1.000e-03, eta: 10:22:25, time: 1.315, data_time: 0.203, memory: 5812, loss_cls: 8.3290, loss: 8.3290, grad_norm: 8.9339 2020-10-25 01:52:51,671 - mmaction - INFO - Epoch [76][160/1147] lr: 1.000e-03, eta: 10:21:59, time: 1.320, data_time: 0.011, memory: 5812, loss_cls: 8.2897, loss: 8.2897, grad_norm: 8.9107 2020-10-25 01:53:17,296 - mmaction - INFO - Epoch [76][180/1147] lr: 1.000e-03, eta: 10:21:33, time: 1.278, data_time: 0.005, memory: 5812, loss_cls: 8.4744, loss: 8.4744, grad_norm: 9.0359 2020-10-25 01:53:43,177 - mmaction - INFO - Epoch [76][200/1147] lr: 1.000e-03, eta: 10:21:06, time: 1.301, data_time: 0.010, memory: 5812, loss_cls: 8.3292, loss: 8.3292, grad_norm: 8.9382 2020-10-25 01:54:10,029 - mmaction - INFO - Epoch [76][220/1147] lr: 1.000e-03, eta: 10:20:40, time: 1.340, data_time: 0.002, memory: 5812, loss_cls: 8.3750, loss: 8.3750, grad_norm: 9.0586 2020-10-25 01:54:36,193 - mmaction - INFO - Epoch [76][240/1147] lr: 1.000e-03, eta: 10:20:14, time: 1.310, data_time: 0.004, memory: 5812, loss_cls: 8.2701, loss: 8.2701, grad_norm: 8.8635 2020-10-25 01:55:02,003 - mmaction - INFO - Epoch [76][260/1147] lr: 1.000e-03, eta: 10:19:48, time: 1.291, data_time: 0.004, memory: 5812, loss_cls: 8.3176, loss: 8.3176, grad_norm: 8.8925 2020-10-25 01:55:28,087 - mmaction - INFO - Epoch [76][280/1147] lr: 1.000e-03, eta: 10:19:22, time: 1.303, data_time: 0.003, memory: 5812, loss_cls: 8.2501, loss: 8.2501, grad_norm: 8.8583 2020-10-25 01:55:54,254 - mmaction - INFO - Epoch [76][300/1147] lr: 1.000e-03, eta: 10:18:55, time: 1.305, data_time: 0.006, memory: 5812, loss_cls: 8.3244, loss: 8.3244, grad_norm: 9.0160 2020-10-25 01:56:20,392 - mmaction - INFO - Epoch [76][320/1147] lr: 1.000e-03, eta: 10:18:29, time: 1.310, data_time: 0.012, memory: 5812, loss_cls: 8.2534, loss: 8.2534, grad_norm: 8.9741 2020-10-25 01:56:46,646 - mmaction - INFO - Epoch [76][340/1147] lr: 1.000e-03, eta: 10:18:03, time: 1.309, data_time: 0.006, memory: 5812, loss_cls: 8.1641, loss: 8.1641, grad_norm: 8.9825 2020-10-25 01:57:13,309 - mmaction - INFO - Epoch [76][360/1147] lr: 1.000e-03, eta: 10:17:37, time: 1.337, data_time: 0.007, memory: 5812, loss_cls: 8.2828, loss: 8.2828, grad_norm: 8.8627 2020-10-25 01:57:39,454 - mmaction - INFO - Epoch [76][380/1147] lr: 1.000e-03, eta: 10:17:11, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 8.3217, loss: 8.3217, grad_norm: 8.9214 2020-10-25 01:58:05,521 - mmaction - INFO - Epoch [76][400/1147] lr: 1.000e-03, eta: 10:16:45, time: 1.303, data_time: 0.009, memory: 5812, loss_cls: 8.3710, loss: 8.3710, grad_norm: 9.0065 2020-10-25 01:58:31,791 - mmaction - INFO - Epoch [76][420/1147] lr: 1.000e-03, eta: 10:16:19, time: 1.314, data_time: 0.008, memory: 5812, loss_cls: 8.3734, loss: 8.3734, grad_norm: 9.0337 2020-10-25 01:58:57,691 - mmaction - INFO - Epoch [76][440/1147] lr: 1.000e-03, eta: 10:15:52, time: 1.301, data_time: 0.007, memory: 5812, loss_cls: 8.3811, loss: 8.3811, grad_norm: 8.9180 2020-10-25 01:59:23,973 - mmaction - INFO - Epoch [76][460/1147] lr: 1.000e-03, eta: 10:15:26, time: 1.303, data_time: 0.004, memory: 5812, loss_cls: 8.4697, loss: 8.4697, grad_norm: 9.0525 2020-10-25 01:59:49,545 - mmaction - INFO - Epoch [76][480/1147] lr: 1.000e-03, eta: 10:15:00, time: 1.287, data_time: 0.022, memory: 5812, loss_cls: 8.4058, loss: 8.4058, grad_norm: 8.9644 2020-10-25 02:00:16,570 - mmaction - INFO - Epoch [76][500/1147] lr: 1.000e-03, eta: 10:14:34, time: 1.348, data_time: 0.004, memory: 5812, loss_cls: 8.1966, loss: 8.1966, grad_norm: 9.0538 2020-10-25 02:00:42,614 - mmaction - INFO - Epoch [76][520/1147] lr: 1.000e-03, eta: 10:14:08, time: 1.307, data_time: 0.009, memory: 5812, loss_cls: 8.1243, loss: 8.1243, grad_norm: 9.0158 2020-10-25 02:01:08,900 - mmaction - INFO - Epoch [76][540/1147] lr: 1.000e-03, eta: 10:13:42, time: 1.314, data_time: 0.003, memory: 5812, loss_cls: 8.2858, loss: 8.2858, grad_norm: 8.8378 2020-10-25 02:01:35,098 - mmaction - INFO - Epoch [76][560/1147] lr: 1.000e-03, eta: 10:13:15, time: 1.304, data_time: 0.004, memory: 5812, loss_cls: 8.3598, loss: 8.3598, grad_norm: 8.9867 2020-10-25 02:02:01,098 - mmaction - INFO - Epoch [76][580/1147] lr: 1.000e-03, eta: 10:12:49, time: 1.299, data_time: 0.009, memory: 5812, loss_cls: 8.3122, loss: 8.3122, grad_norm: 8.9111 2020-10-25 02:02:27,740 - mmaction - INFO - Epoch [76][600/1147] lr: 1.000e-03, eta: 10:12:23, time: 1.337, data_time: 0.013, memory: 5812, loss_cls: 8.2408, loss: 8.2408, grad_norm: 8.9134 2020-10-25 02:02:53,432 - mmaction - INFO - Epoch [76][620/1147] lr: 1.000e-03, eta: 10:11:57, time: 1.287, data_time: 0.005, memory: 5812, loss_cls: 8.1950, loss: 8.1950, grad_norm: 8.9202 2020-10-25 02:03:19,788 - mmaction - INFO - Epoch [76][640/1147] lr: 1.000e-03, eta: 10:11:31, time: 1.309, data_time: 0.002, memory: 5812, loss_cls: 8.2331, loss: 8.2331, grad_norm: 9.0765 2020-10-25 02:03:46,570 - mmaction - INFO - Epoch [76][660/1147] lr: 1.000e-03, eta: 10:11:05, time: 1.342, data_time: 0.013, memory: 5812, loss_cls: 8.3761, loss: 8.3761, grad_norm: 9.1169 2020-10-25 02:04:12,234 - mmaction - INFO - Epoch [76][680/1147] lr: 1.000e-03, eta: 10:10:38, time: 1.289, data_time: 0.010, memory: 5812, loss_cls: 8.4737, loss: 8.4737, grad_norm: 9.2721 2020-10-25 02:04:38,593 - mmaction - INFO - Epoch [76][700/1147] lr: 1.000e-03, eta: 10:10:12, time: 1.314, data_time: 0.002, memory: 5812, loss_cls: 8.4214, loss: 8.4214, grad_norm: 8.9977 2020-10-25 02:05:04,783 - mmaction - INFO - Epoch [76][720/1147] lr: 1.000e-03, eta: 10:09:46, time: 1.312, data_time: 0.007, memory: 5812, loss_cls: 8.1647, loss: 8.1647, grad_norm: 8.9552 2020-10-25 02:05:31,214 - mmaction - INFO - Epoch [76][740/1147] lr: 1.000e-03, eta: 10:09:20, time: 1.314, data_time: 0.005, memory: 5812, loss_cls: 8.3841, loss: 8.3841, grad_norm: 8.9881 2020-10-25 02:05:57,475 - mmaction - INFO - Epoch [76][760/1147] lr: 1.000e-03, eta: 10:08:54, time: 1.316, data_time: 0.012, memory: 5812, loss_cls: 8.2922, loss: 8.2922, grad_norm: 8.8793 2020-10-25 02:06:23,274 - mmaction - INFO - Epoch [76][780/1147] lr: 1.000e-03, eta: 10:08:28, time: 1.292, data_time: 0.009, memory: 5812, loss_cls: 8.3230, loss: 8.3230, grad_norm: 9.0235 2020-10-25 02:06:49,665 - mmaction - INFO - Epoch [76][800/1147] lr: 1.000e-03, eta: 10:08:01, time: 1.319, data_time: 0.005, memory: 5812, loss_cls: 8.3454, loss: 8.3454, grad_norm: 9.0151 2020-10-25 02:07:16,235 - mmaction - INFO - Epoch [76][820/1147] lr: 1.000e-03, eta: 10:07:35, time: 1.329, data_time: 0.008, memory: 5812, loss_cls: 8.3050, loss: 8.3050, grad_norm: 8.8915 2020-10-25 02:07:42,104 - mmaction - INFO - Epoch [76][840/1147] lr: 1.000e-03, eta: 10:07:09, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 8.1759, loss: 8.1759, grad_norm: 8.9540 2020-10-25 02:08:08,164 - mmaction - INFO - Epoch [76][860/1147] lr: 1.000e-03, eta: 10:06:43, time: 1.299, data_time: 0.011, memory: 5812, loss_cls: 8.3519, loss: 8.3519, grad_norm: 9.0854 2020-10-25 02:08:34,094 - mmaction - INFO - Epoch [76][880/1147] lr: 1.000e-03, eta: 10:06:17, time: 1.306, data_time: 0.014, memory: 5812, loss_cls: 8.4187, loss: 8.4187, grad_norm: 8.9979 2020-10-25 02:09:00,479 - mmaction - INFO - Epoch [76][900/1147] lr: 1.000e-03, eta: 10:05:51, time: 1.319, data_time: 0.004, memory: 5812, loss_cls: 8.3250, loss: 8.3250, grad_norm: 8.9466 2020-10-25 02:09:26,688 - mmaction - INFO - Epoch [76][920/1147] lr: 1.000e-03, eta: 10:05:24, time: 1.308, data_time: 0.004, memory: 5812, loss_cls: 8.3864, loss: 8.3864, grad_norm: 9.0091 2020-10-25 02:09:53,266 - mmaction - INFO - Epoch [76][940/1147] lr: 1.000e-03, eta: 10:04:58, time: 1.330, data_time: 0.006, memory: 5812, loss_cls: 8.2531, loss: 8.2531, grad_norm: 8.8885 2020-10-25 02:10:19,468 - mmaction - INFO - Epoch [76][960/1147] lr: 1.000e-03, eta: 10:04:32, time: 1.309, data_time: 0.009, memory: 5812, loss_cls: 8.3560, loss: 8.3560, grad_norm: 9.0108 2020-10-25 02:10:45,790 - mmaction - INFO - Epoch [76][980/1147] lr: 1.000e-03, eta: 10:04:06, time: 1.316, data_time: 0.010, memory: 5812, loss_cls: 8.5532, loss: 8.5532, grad_norm: 9.0243 2020-10-25 02:11:11,790 - mmaction - INFO - Epoch [76][1000/1147] lr: 1.000e-03, eta: 10:03:40, time: 1.303, data_time: 0.008, memory: 5812, loss_cls: 8.2765, loss: 8.2765, grad_norm: 8.7429 2020-10-25 02:11:37,762 - mmaction - INFO - Epoch [76][1020/1147] lr: 1.000e-03, eta: 10:03:14, time: 1.295, data_time: 0.006, memory: 5812, loss_cls: 8.2919, loss: 8.2919, grad_norm: 8.8315 2020-10-25 02:12:04,086 - mmaction - INFO - Epoch [76][1040/1147] lr: 1.000e-03, eta: 10:02:47, time: 1.315, data_time: 0.010, memory: 5812, loss_cls: 8.4513, loss: 8.4513, grad_norm: 9.1189 2020-10-25 02:12:30,195 - mmaction - INFO - Epoch [76][1060/1147] lr: 1.000e-03, eta: 10:02:21, time: 1.309, data_time: 0.015, memory: 5812, loss_cls: 8.2067, loss: 8.2067, grad_norm: 8.9174 2020-10-25 02:12:56,168 - mmaction - INFO - Epoch [76][1080/1147] lr: 1.000e-03, eta: 10:01:55, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 8.3896, loss: 8.3896, grad_norm: 8.8970 2020-10-25 02:13:22,688 - mmaction - INFO - Epoch [76][1100/1147] lr: 1.000e-03, eta: 10:01:29, time: 1.329, data_time: 0.008, memory: 5812, loss_cls: 8.5684, loss: 8.5684, grad_norm: 9.1380 2020-10-25 02:13:48,592 - mmaction - INFO - Epoch [76][1120/1147] lr: 1.000e-03, eta: 10:01:03, time: 1.292, data_time: 0.005, memory: 5812, loss_cls: 8.3612, loss: 8.3612, grad_norm: 8.6115 2020-10-25 02:14:14,918 - mmaction - INFO - Epoch [76][1140/1147] lr: 1.000e-03, eta: 10:00:37, time: 1.311, data_time: 0.009, memory: 5812, loss_cls: 8.2533, loss: 8.2533, grad_norm: 8.9924 2020-10-25 02:15:05,913 - mmaction - INFO - Epoch [77][20/1147] lr: 1.000e-03, eta: 10:00:04, time: 2.142, data_time: 1.148, memory: 5812, loss_cls: 8.2035, loss: 8.2035, grad_norm: 9.0632 2020-10-25 02:15:33,585 - mmaction - INFO - Epoch [77][40/1147] lr: 1.000e-03, eta: 9:59:38, time: 1.384, data_time: 0.002, memory: 5812, loss_cls: 8.3860, loss: 8.3860, grad_norm: 8.9848 2020-10-25 02:16:00,280 - mmaction - INFO - Epoch [77][60/1147] lr: 1.000e-03, eta: 9:59:12, time: 1.335, data_time: 0.002, memory: 5812, loss_cls: 8.4386, loss: 8.4386, grad_norm: 8.9991 2020-10-25 02:16:26,534 - mmaction - INFO - Epoch [77][80/1147] lr: 1.000e-03, eta: 9:58:46, time: 1.308, data_time: 0.003, memory: 5812, loss_cls: 8.4627, loss: 8.4627, grad_norm: 8.8572 2020-10-25 02:16:53,376 - mmaction - INFO - Epoch [77][100/1147] lr: 1.000e-03, eta: 9:58:20, time: 1.347, data_time: 0.009, memory: 5812, loss_cls: 8.3163, loss: 8.3163, grad_norm: 8.8868 2020-10-25 02:17:19,408 - mmaction - INFO - Epoch [77][120/1147] lr: 1.000e-03, eta: 9:57:54, time: 1.302, data_time: 0.003, memory: 5812, loss_cls: 8.0931, loss: 8.0931, grad_norm: 8.8634 2020-10-25 02:17:45,808 - mmaction - INFO - Epoch [77][140/1147] lr: 1.000e-03, eta: 9:57:28, time: 1.313, data_time: 0.001, memory: 5812, loss_cls: 8.4048, loss: 8.4048, grad_norm: 9.0684 2020-10-25 02:18:12,698 - mmaction - INFO - Epoch [77][160/1147] lr: 1.000e-03, eta: 9:57:02, time: 1.343, data_time: 0.010, memory: 5812, loss_cls: 8.2775, loss: 8.2775, grad_norm: 8.8636 2020-10-25 02:18:39,869 - mmaction - INFO - Epoch [77][180/1147] lr: 1.000e-03, eta: 9:56:36, time: 1.359, data_time: 0.011, memory: 5812, loss_cls: 8.1901, loss: 8.1901, grad_norm: 9.0137 2020-10-25 02:19:06,598 - mmaction - INFO - Epoch [77][200/1147] lr: 1.000e-03, eta: 9:56:10, time: 1.338, data_time: 0.012, memory: 5812, loss_cls: 8.5479, loss: 8.5479, grad_norm: 9.2495 2020-10-25 02:19:32,802 - mmaction - INFO - Epoch [77][220/1147] lr: 1.000e-03, eta: 9:55:44, time: 1.310, data_time: 0.008, memory: 5812, loss_cls: 8.3650, loss: 8.3650, grad_norm: 8.9441 2020-10-25 02:19:58,930 - mmaction - INFO - Epoch [77][240/1147] lr: 1.000e-03, eta: 9:55:18, time: 1.313, data_time: 0.010, memory: 5812, loss_cls: 8.3295, loss: 8.3295, grad_norm: 8.8817 2020-10-25 02:20:25,407 - mmaction - INFO - Epoch [77][260/1147] lr: 1.000e-03, eta: 9:54:52, time: 1.321, data_time: 0.004, memory: 5812, loss_cls: 8.2957, loss: 8.2957, grad_norm: 8.9435 2020-10-25 02:20:51,615 - mmaction - INFO - Epoch [77][280/1147] lr: 1.000e-03, eta: 9:54:25, time: 1.302, data_time: 0.007, memory: 5812, loss_cls: 8.0894, loss: 8.0894, grad_norm: 8.9083 2020-10-25 02:21:17,640 - mmaction - INFO - Epoch [77][300/1147] lr: 1.000e-03, eta: 9:53:59, time: 1.314, data_time: 0.016, memory: 5812, loss_cls: 8.3747, loss: 8.3747, grad_norm: 9.0221 2020-10-25 02:21:43,472 - mmaction - INFO - Epoch [77][320/1147] lr: 1.000e-03, eta: 9:53:33, time: 1.278, data_time: 0.002, memory: 5812, loss_cls: 8.2431, loss: 8.2431, grad_norm: 8.9800 2020-10-25 02:22:08,367 - mmaction - INFO - Epoch [77][340/1147] lr: 1.000e-03, eta: 9:53:06, time: 1.258, data_time: 0.016, memory: 5812, loss_cls: 8.2202, loss: 8.2202, grad_norm: 8.9651 2020-10-25 02:22:34,811 - mmaction - INFO - Epoch [77][360/1147] lr: 1.000e-03, eta: 9:52:40, time: 1.316, data_time: 0.002, memory: 5812, loss_cls: 8.2360, loss: 8.2360, grad_norm: 8.9978 2020-10-25 02:23:00,712 - mmaction - INFO - Epoch [77][380/1147] lr: 1.000e-03, eta: 9:52:14, time: 1.298, data_time: 0.010, memory: 5812, loss_cls: 8.2123, loss: 8.2123, grad_norm: 9.1535 2020-10-25 02:23:26,835 - mmaction - INFO - Epoch [77][400/1147] lr: 1.000e-03, eta: 9:51:48, time: 1.310, data_time: 0.005, memory: 5812, loss_cls: 8.4682, loss: 8.4682, grad_norm: 9.0864 2020-10-25 02:23:52,858 - mmaction - INFO - Epoch [77][420/1147] lr: 1.000e-03, eta: 9:51:22, time: 1.294, data_time: 0.006, memory: 5812, loss_cls: 8.2412, loss: 8.2412, grad_norm: 8.7896 2020-10-25 02:24:19,034 - mmaction - INFO - Epoch [77][440/1147] lr: 1.000e-03, eta: 9:50:55, time: 1.303, data_time: 0.011, memory: 5812, loss_cls: 8.4301, loss: 8.4301, grad_norm: 8.9869 2020-10-25 02:24:45,220 - mmaction - INFO - Epoch [77][460/1147] lr: 1.000e-03, eta: 9:50:29, time: 1.321, data_time: 0.015, memory: 5812, loss_cls: 8.2610, loss: 8.2610, grad_norm: 9.0260 2020-10-25 02:25:10,878 - mmaction - INFO - Epoch [77][480/1147] lr: 1.000e-03, eta: 9:50:03, time: 1.275, data_time: 0.003, memory: 5812, loss_cls: 8.3465, loss: 8.3465, grad_norm: 9.0990 2020-10-25 02:25:36,919 - mmaction - INFO - Epoch [77][500/1147] lr: 1.000e-03, eta: 9:49:37, time: 1.311, data_time: 0.011, memory: 5812, loss_cls: 8.3698, loss: 8.3698, grad_norm: 8.9917 2020-10-25 02:26:03,543 - mmaction - INFO - Epoch [77][520/1147] lr: 1.000e-03, eta: 9:49:11, time: 1.330, data_time: 0.002, memory: 5812, loss_cls: 8.1284, loss: 8.1284, grad_norm: 8.9022 2020-10-25 02:26:30,373 - mmaction - INFO - Epoch [77][540/1147] lr: 1.000e-03, eta: 9:48:45, time: 1.341, data_time: 0.007, memory: 5812, loss_cls: 8.3375, loss: 8.3375, grad_norm: 9.0154 2020-10-25 02:26:56,169 - mmaction - INFO - Epoch [77][560/1147] lr: 1.000e-03, eta: 9:48:18, time: 1.291, data_time: 0.005, memory: 5812, loss_cls: 8.3130, loss: 8.3130, grad_norm: 8.8938 2020-10-25 02:27:22,197 - mmaction - INFO - Epoch [77][580/1147] lr: 1.000e-03, eta: 9:47:52, time: 1.292, data_time: 0.005, memory: 5812, loss_cls: 8.3043, loss: 8.3043, grad_norm: 8.8900 2020-10-25 02:27:48,467 - mmaction - INFO - Epoch [77][600/1147] lr: 1.000e-03, eta: 9:47:26, time: 1.323, data_time: 0.011, memory: 5812, loss_cls: 8.3685, loss: 8.3685, grad_norm: 8.9984 2020-10-25 02:28:14,619 - mmaction - INFO - Epoch [77][620/1147] lr: 1.000e-03, eta: 9:47:00, time: 1.307, data_time: 0.002, memory: 5812, loss_cls: 8.2534, loss: 8.2534, grad_norm: 9.1854 2020-10-25 02:28:40,637 - mmaction - INFO - Epoch [77][640/1147] lr: 1.000e-03, eta: 9:46:34, time: 1.299, data_time: 0.008, memory: 5812, loss_cls: 8.3832, loss: 8.3832, grad_norm: 8.9783 2020-10-25 02:29:07,473 - mmaction - INFO - Epoch [77][660/1147] lr: 1.000e-03, eta: 9:46:08, time: 1.340, data_time: 0.004, memory: 5812, loss_cls: 8.1530, loss: 8.1530, grad_norm: 8.9395 2020-10-25 02:29:34,065 - mmaction - INFO - Epoch [77][680/1147] lr: 1.000e-03, eta: 9:45:42, time: 1.333, data_time: 0.006, memory: 5812, loss_cls: 8.3760, loss: 8.3760, grad_norm: 9.1344 2020-10-25 02:30:00,217 - mmaction - INFO - Epoch [77][700/1147] lr: 1.000e-03, eta: 9:45:15, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 8.1946, loss: 8.1946, grad_norm: 8.8390 2020-10-25 02:30:26,495 - mmaction - INFO - Epoch [77][720/1147] lr: 1.000e-03, eta: 9:44:49, time: 1.322, data_time: 0.012, memory: 5812, loss_cls: 8.2573, loss: 8.2573, grad_norm: 8.9377 2020-10-25 02:30:52,844 - mmaction - INFO - Epoch [77][740/1147] lr: 1.000e-03, eta: 9:44:23, time: 1.311, data_time: 0.002, memory: 5812, loss_cls: 8.1952, loss: 8.1952, grad_norm: 8.9057 2020-10-25 02:31:19,104 - mmaction - INFO - Epoch [77][760/1147] lr: 1.000e-03, eta: 9:43:57, time: 1.310, data_time: 0.008, memory: 5812, loss_cls: 8.4473, loss: 8.4473, grad_norm: 9.2512 2020-10-25 02:31:45,200 - mmaction - INFO - Epoch [77][780/1147] lr: 1.000e-03, eta: 9:43:31, time: 1.301, data_time: 0.010, memory: 5812, loss_cls: 8.4493, loss: 8.4493, grad_norm: 8.9821 2020-10-25 02:32:10,683 - mmaction - INFO - Epoch [77][800/1147] lr: 1.000e-03, eta: 9:43:04, time: 1.287, data_time: 0.014, memory: 5812, loss_cls: 8.2641, loss: 8.2641, grad_norm: 9.0837 2020-10-25 02:32:36,648 - mmaction - INFO - Epoch [77][820/1147] lr: 1.000e-03, eta: 9:42:38, time: 1.287, data_time: 0.002, memory: 5812, loss_cls: 8.1812, loss: 8.1812, grad_norm: 9.0188 2020-10-25 02:33:03,081 - mmaction - INFO - Epoch [77][840/1147] lr: 1.000e-03, eta: 9:42:12, time: 1.333, data_time: 0.013, memory: 5812, loss_cls: 8.2532, loss: 8.2532, grad_norm: 9.0652 2020-10-25 02:33:28,953 - mmaction - INFO - Epoch [77][860/1147] lr: 1.000e-03, eta: 9:41:46, time: 1.294, data_time: 0.004, memory: 5812, loss_cls: 8.4690, loss: 8.4690, grad_norm: 9.0259 2020-10-25 02:33:54,656 - mmaction - INFO - Epoch [77][880/1147] lr: 1.000e-03, eta: 9:41:19, time: 1.284, data_time: 0.002, memory: 5812, loss_cls: 8.2154, loss: 8.2154, grad_norm: 9.0733 2020-10-25 02:34:21,661 - mmaction - INFO - Epoch [77][900/1147] lr: 1.000e-03, eta: 9:40:53, time: 1.345, data_time: 0.003, memory: 5812, loss_cls: 8.4874, loss: 8.4874, grad_norm: 9.0832 2020-10-25 02:34:47,967 - mmaction - INFO - Epoch [77][920/1147] lr: 1.000e-03, eta: 9:40:27, time: 1.319, data_time: 0.009, memory: 5812, loss_cls: 8.2150, loss: 8.2150, grad_norm: 8.9547 2020-10-25 02:35:13,852 - mmaction - INFO - Epoch [77][940/1147] lr: 1.000e-03, eta: 9:40:01, time: 1.290, data_time: 0.004, memory: 5812, loss_cls: 8.4193, loss: 8.4193, grad_norm: 8.9997 2020-10-25 02:35:39,782 - mmaction - INFO - Epoch [77][960/1147] lr: 1.000e-03, eta: 9:39:35, time: 1.299, data_time: 0.009, memory: 5812, loss_cls: 8.4144, loss: 8.4144, grad_norm: 8.8384 2020-10-25 02:36:06,233 - mmaction - INFO - Epoch [77][980/1147] lr: 1.000e-03, eta: 9:39:09, time: 1.326, data_time: 0.009, memory: 5812, loss_cls: 8.2852, loss: 8.2852, grad_norm: 9.0251 2020-10-25 02:36:32,478 - mmaction - INFO - Epoch [77][1000/1147] lr: 1.000e-03, eta: 9:38:42, time: 1.305, data_time: 0.005, memory: 5812, loss_cls: 8.3152, loss: 8.3152, grad_norm: 8.9488 2020-10-25 02:36:58,109 - mmaction - INFO - Epoch [77][1020/1147] lr: 1.000e-03, eta: 9:38:16, time: 1.289, data_time: 0.011, memory: 5812, loss_cls: 8.2650, loss: 8.2650, grad_norm: 8.8577 2020-10-25 02:37:24,501 - mmaction - INFO - Epoch [77][1040/1147] lr: 1.000e-03, eta: 9:37:50, time: 1.317, data_time: 0.004, memory: 5812, loss_cls: 8.4699, loss: 8.4699, grad_norm: 9.0474 2020-10-25 02:37:50,840 - mmaction - INFO - Epoch [77][1060/1147] lr: 1.000e-03, eta: 9:37:24, time: 1.319, data_time: 0.005, memory: 5812, loss_cls: 8.1755, loss: 8.1755, grad_norm: 8.8719 2020-10-25 02:38:16,933 - mmaction - INFO - Epoch [77][1080/1147] lr: 1.000e-03, eta: 9:36:58, time: 1.302, data_time: 0.003, memory: 5812, loss_cls: 8.3995, loss: 8.3995, grad_norm: 8.9221 2020-10-25 02:38:42,976 - mmaction - INFO - Epoch [77][1100/1147] lr: 1.000e-03, eta: 9:36:31, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 8.4835, loss: 8.4835, grad_norm: 9.0877 2020-10-25 02:39:09,122 - mmaction - INFO - Epoch [77][1120/1147] lr: 1.000e-03, eta: 9:36:05, time: 1.308, data_time: 0.015, memory: 5812, loss_cls: 8.4638, loss: 8.4638, grad_norm: 8.9806 2020-10-25 02:39:35,418 - mmaction - INFO - Epoch [77][1140/1147] lr: 1.000e-03, eta: 9:35:39, time: 1.311, data_time: 0.012, memory: 5812, loss_cls: 8.4222, loss: 8.4222, grad_norm: 9.0929 2020-10-25 02:40:26,631 - mmaction - INFO - Epoch [78][20/1147] lr: 1.000e-03, eta: 9:35:06, time: 2.096, data_time: 0.875, memory: 5812, loss_cls: 8.0839, loss: 8.0839, grad_norm: 8.9699 2020-10-25 02:40:54,540 - mmaction - INFO - Epoch [78][40/1147] lr: 1.000e-03, eta: 9:34:40, time: 1.396, data_time: 0.008, memory: 5812, loss_cls: 8.3345, loss: 8.3345, grad_norm: 8.9072 2020-10-25 02:41:21,736 - mmaction - INFO - Epoch [78][60/1147] lr: 1.000e-03, eta: 9:34:15, time: 1.356, data_time: 0.003, memory: 5812, loss_cls: 8.1799, loss: 8.1799, grad_norm: 9.0434 2020-10-25 02:41:48,510 - mmaction - INFO - Epoch [78][80/1147] lr: 1.000e-03, eta: 9:33:49, time: 1.337, data_time: 0.007, memory: 5812, loss_cls: 8.1937, loss: 8.1937, grad_norm: 8.9430 2020-10-25 02:42:14,796 - mmaction - INFO - Epoch [78][100/1147] lr: 1.000e-03, eta: 9:33:22, time: 1.316, data_time: 0.009, memory: 5812, loss_cls: 8.4505, loss: 8.4505, grad_norm: 9.4138 2020-10-25 02:42:40,940 - mmaction - INFO - Epoch [78][120/1147] lr: 1.000e-03, eta: 9:32:56, time: 1.307, data_time: 0.008, memory: 5812, loss_cls: 8.3187, loss: 8.3187, grad_norm: 9.1610 2020-10-25 02:43:07,917 - mmaction - INFO - Epoch [78][140/1147] lr: 1.000e-03, eta: 9:32:30, time: 1.353, data_time: 0.007, memory: 5812, loss_cls: 8.2751, loss: 8.2751, grad_norm: 8.9235 2020-10-25 02:43:34,002 - mmaction - INFO - Epoch [78][160/1147] lr: 1.000e-03, eta: 9:32:04, time: 1.301, data_time: 0.001, memory: 5812, loss_cls: 8.3547, loss: 8.3547, grad_norm: 9.0060 2020-10-25 02:44:00,526 - mmaction - INFO - Epoch [78][180/1147] lr: 1.000e-03, eta: 9:31:38, time: 1.329, data_time: 0.009, memory: 5812, loss_cls: 8.2533, loss: 8.2533, grad_norm: 9.0596 2020-10-25 02:44:27,147 - mmaction - INFO - Epoch [78][200/1147] lr: 1.000e-03, eta: 9:31:12, time: 1.324, data_time: 0.003, memory: 5812, loss_cls: 8.2084, loss: 8.2084, grad_norm: 8.9219 2020-10-25 02:44:53,747 - mmaction - INFO - Epoch [78][220/1147] lr: 1.000e-03, eta: 9:30:46, time: 1.331, data_time: 0.012, memory: 5812, loss_cls: 8.2086, loss: 8.2086, grad_norm: 9.0126 2020-10-25 02:45:20,746 - mmaction - INFO - Epoch [78][240/1147] lr: 1.000e-03, eta: 9:30:20, time: 1.354, data_time: 0.009, memory: 5812, loss_cls: 8.2151, loss: 8.2151, grad_norm: 9.2071 2020-10-25 02:45:46,830 - mmaction - INFO - Epoch [78][260/1147] lr: 1.000e-03, eta: 9:29:54, time: 1.307, data_time: 0.005, memory: 5812, loss_cls: 8.3948, loss: 8.3948, grad_norm: 9.1013 2020-10-25 02:46:13,028 - mmaction - INFO - Epoch [78][280/1147] lr: 1.000e-03, eta: 9:29:28, time: 1.306, data_time: 0.001, memory: 5812, loss_cls: 8.3320, loss: 8.3320, grad_norm: 8.9742 2020-10-25 02:46:39,481 - mmaction - INFO - Epoch [78][300/1147] lr: 1.000e-03, eta: 9:29:02, time: 1.321, data_time: 0.005, memory: 5812, loss_cls: 8.3635, loss: 8.3635, grad_norm: 9.1122 2020-10-25 02:47:06,014 - mmaction - INFO - Epoch [78][320/1147] lr: 1.000e-03, eta: 9:28:36, time: 1.332, data_time: 0.009, memory: 5812, loss_cls: 8.3528, loss: 8.3528, grad_norm: 9.1766 2020-10-25 02:47:32,492 - mmaction - INFO - Epoch [78][340/1147] lr: 1.000e-03, eta: 9:28:09, time: 1.323, data_time: 0.002, memory: 5812, loss_cls: 8.2603, loss: 8.2603, grad_norm: 9.0734 2020-10-25 02:47:59,217 - mmaction - INFO - Epoch [78][360/1147] lr: 1.000e-03, eta: 9:27:43, time: 1.336, data_time: 0.002, memory: 5812, loss_cls: 8.2407, loss: 8.2407, grad_norm: 8.9511 2020-10-25 02:48:24,730 - mmaction - INFO - Epoch [78][380/1147] lr: 1.000e-03, eta: 9:27:17, time: 1.273, data_time: 0.006, memory: 5812, loss_cls: 8.1587, loss: 8.1587, grad_norm: 9.0615 2020-10-25 02:48:50,765 - mmaction - INFO - Epoch [78][400/1147] lr: 1.000e-03, eta: 9:26:51, time: 1.299, data_time: 0.006, memory: 5812, loss_cls: 8.3426, loss: 8.3426, grad_norm: 9.1108 2020-10-25 02:49:17,305 - mmaction - INFO - Epoch [78][420/1147] lr: 1.000e-03, eta: 9:26:25, time: 1.333, data_time: 0.008, memory: 5812, loss_cls: 8.3696, loss: 8.3696, grad_norm: 9.1795 2020-10-25 02:49:43,752 - mmaction - INFO - Epoch [78][440/1147] lr: 1.000e-03, eta: 9:25:59, time: 1.321, data_time: 0.002, memory: 5812, loss_cls: 8.2150, loss: 8.2150, grad_norm: 9.0365 2020-10-25 02:50:09,946 - mmaction - INFO - Epoch [78][460/1147] lr: 1.000e-03, eta: 9:25:33, time: 1.311, data_time: 0.003, memory: 5812, loss_cls: 8.0362, loss: 8.0362, grad_norm: 8.9022 2020-10-25 02:50:36,901 - mmaction - INFO - Epoch [78][480/1147] lr: 1.000e-03, eta: 9:25:07, time: 1.346, data_time: 0.002, memory: 5812, loss_cls: 8.3117, loss: 8.3117, grad_norm: 9.1288 2020-10-25 02:51:03,612 - mmaction - INFO - Epoch [78][500/1147] lr: 1.000e-03, eta: 9:24:41, time: 1.337, data_time: 0.002, memory: 5812, loss_cls: 8.4466, loss: 8.4466, grad_norm: 9.0773 2020-10-25 02:51:30,050 - mmaction - INFO - Epoch [78][520/1147] lr: 1.000e-03, eta: 9:24:14, time: 1.312, data_time: 0.002, memory: 5812, loss_cls: 8.5685, loss: 8.5685, grad_norm: 9.2389 2020-10-25 02:51:56,002 - mmaction - INFO - Epoch [78][540/1147] lr: 1.000e-03, eta: 9:23:48, time: 1.307, data_time: 0.011, memory: 5812, loss_cls: 8.1833, loss: 8.1833, grad_norm: 9.1775 2020-10-25 02:52:22,547 - mmaction - INFO - Epoch [78][560/1147] lr: 1.000e-03, eta: 9:23:22, time: 1.324, data_time: 0.003, memory: 5812, loss_cls: 8.3719, loss: 8.3719, grad_norm: 9.2985 2020-10-25 02:52:48,663 - mmaction - INFO - Epoch [78][580/1147] lr: 1.000e-03, eta: 9:22:56, time: 1.309, data_time: 0.006, memory: 5812, loss_cls: 8.3540, loss: 8.3540, grad_norm: 9.0713 2020-10-25 02:53:14,879 - mmaction - INFO - Epoch [78][600/1147] lr: 1.000e-03, eta: 9:22:30, time: 1.303, data_time: 0.002, memory: 5812, loss_cls: 8.2854, loss: 8.2854, grad_norm: 8.9548 2020-10-25 02:53:41,038 - mmaction - INFO - Epoch [78][620/1147] lr: 1.000e-03, eta: 9:22:04, time: 1.316, data_time: 0.013, memory: 5812, loss_cls: 8.4836, loss: 8.4836, grad_norm: 9.0078 2020-10-25 02:54:06,911 - mmaction - INFO - Epoch [78][640/1147] lr: 1.000e-03, eta: 9:21:37, time: 1.287, data_time: 0.001, memory: 5812, loss_cls: 8.4987, loss: 8.4987, grad_norm: 9.1844 2020-10-25 02:54:33,286 - mmaction - INFO - Epoch [78][660/1147] lr: 1.000e-03, eta: 9:21:11, time: 1.317, data_time: 0.009, memory: 5812, loss_cls: 8.3794, loss: 8.3794, grad_norm: 9.2077 2020-10-25 02:55:00,631 - mmaction - INFO - Epoch [78][680/1147] lr: 1.000e-03, eta: 9:20:45, time: 1.375, data_time: 0.011, memory: 5812, loss_cls: 8.3640, loss: 8.3640, grad_norm: 9.2673 2020-10-25 02:55:27,146 - mmaction - INFO - Epoch [78][700/1147] lr: 1.000e-03, eta: 9:20:19, time: 1.321, data_time: 0.004, memory: 5812, loss_cls: 8.2918, loss: 8.2918, grad_norm: 9.1156 2020-10-25 02:55:53,082 - mmaction - INFO - Epoch [78][720/1147] lr: 1.000e-03, eta: 9:19:53, time: 1.301, data_time: 0.007, memory: 5812, loss_cls: 8.4434, loss: 8.4434, grad_norm: 9.0457 2020-10-25 02:56:18,916 - mmaction - INFO - Epoch [78][740/1147] lr: 1.000e-03, eta: 9:19:27, time: 1.291, data_time: 0.002, memory: 5812, loss_cls: 8.0384, loss: 8.0384, grad_norm: 8.9266 2020-10-25 02:56:45,560 - mmaction - INFO - Epoch [78][760/1147] lr: 1.000e-03, eta: 9:19:01, time: 1.330, data_time: 0.002, memory: 5812, loss_cls: 8.2977, loss: 8.2977, grad_norm: 9.1634 2020-10-25 02:57:11,721 - mmaction - INFO - Epoch [78][780/1147] lr: 1.000e-03, eta: 9:18:35, time: 1.310, data_time: 0.005, memory: 5812, loss_cls: 8.3082, loss: 8.3082, grad_norm: 9.0351 2020-10-25 02:57:37,660 - mmaction - INFO - Epoch [78][800/1147] lr: 1.000e-03, eta: 9:18:08, time: 1.293, data_time: 0.003, memory: 5812, loss_cls: 8.4118, loss: 8.4118, grad_norm: 9.0810 2020-10-25 02:58:03,972 - mmaction - INFO - Epoch [78][820/1147] lr: 1.000e-03, eta: 9:17:42, time: 1.319, data_time: 0.009, memory: 5812, loss_cls: 8.3623, loss: 8.3623, grad_norm: 8.9768 2020-10-25 02:58:30,117 - mmaction - INFO - Epoch [78][840/1147] lr: 1.000e-03, eta: 9:17:16, time: 1.308, data_time: 0.004, memory: 5812, loss_cls: 8.4283, loss: 8.4283, grad_norm: 9.1066 2020-10-25 02:58:56,831 - mmaction - INFO - Epoch [78][860/1147] lr: 1.000e-03, eta: 9:16:50, time: 1.332, data_time: 0.004, memory: 5812, loss_cls: 8.3635, loss: 8.3635, grad_norm: 9.0344 2020-10-25 02:59:22,985 - mmaction - INFO - Epoch [78][880/1147] lr: 1.000e-03, eta: 9:16:24, time: 1.310, data_time: 0.007, memory: 5812, loss_cls: 8.2895, loss: 8.2895, grad_norm: 8.9021 2020-10-25 02:59:48,845 - mmaction - INFO - Epoch [78][900/1147] lr: 1.000e-03, eta: 9:15:57, time: 1.290, data_time: 0.004, memory: 5812, loss_cls: 8.1996, loss: 8.1996, grad_norm: 8.9699 2020-10-25 03:00:15,605 - mmaction - INFO - Epoch [78][920/1147] lr: 1.000e-03, eta: 9:15:31, time: 1.337, data_time: 0.010, memory: 5812, loss_cls: 8.2490, loss: 8.2490, grad_norm: 9.0109 2020-10-25 03:00:44,968 - mmaction - INFO - Epoch [78][940/1147] lr: 1.000e-03, eta: 9:15:06, time: 1.473, data_time: 0.024, memory: 5812, loss_cls: 8.4728, loss: 8.4728, grad_norm: 9.0855 2020-10-25 03:01:11,677 - mmaction - INFO - Epoch [78][960/1147] lr: 1.000e-03, eta: 9:14:40, time: 1.327, data_time: 0.001, memory: 5812, loss_cls: 8.4169, loss: 8.4169, grad_norm: 8.9147 2020-10-25 03:01:37,760 - mmaction - INFO - Epoch [78][980/1147] lr: 1.000e-03, eta: 9:14:14, time: 1.309, data_time: 0.010, memory: 5812, loss_cls: 8.3646, loss: 8.3646, grad_norm: 9.0550 2020-10-25 03:02:03,683 - mmaction - INFO - Epoch [78][1000/1147] lr: 1.000e-03, eta: 9:13:48, time: 1.299, data_time: 0.006, memory: 5812, loss_cls: 8.3405, loss: 8.3405, grad_norm: 9.0605 2020-10-25 03:02:30,324 - mmaction - INFO - Epoch [78][1020/1147] lr: 1.000e-03, eta: 9:13:22, time: 1.331, data_time: 0.006, memory: 5812, loss_cls: 8.5470, loss: 8.5470, grad_norm: 9.0871 2020-10-25 03:02:57,385 - mmaction - INFO - Epoch [78][1040/1147] lr: 1.000e-03, eta: 9:12:56, time: 1.344, data_time: 0.006, memory: 5812, loss_cls: 8.3520, loss: 8.3520, grad_norm: 9.0723 2020-10-25 03:03:23,890 - mmaction - INFO - Epoch [78][1060/1147] lr: 1.000e-03, eta: 9:12:30, time: 1.336, data_time: 0.015, memory: 5812, loss_cls: 8.2480, loss: 8.2480, grad_norm: 9.1692 2020-10-25 03:03:50,286 - mmaction - INFO - Epoch [78][1080/1147] lr: 1.000e-03, eta: 9:12:04, time: 1.317, data_time: 0.004, memory: 5812, loss_cls: 8.3906, loss: 8.3906, grad_norm: 9.0125 2020-10-25 03:04:16,359 - mmaction - INFO - Epoch [78][1100/1147] lr: 1.000e-03, eta: 9:11:37, time: 1.299, data_time: 0.005, memory: 5812, loss_cls: 8.3533, loss: 8.3533, grad_norm: 9.1447 2020-10-25 03:04:42,730 - mmaction - INFO - Epoch [78][1120/1147] lr: 1.000e-03, eta: 9:11:11, time: 1.325, data_time: 0.011, memory: 5812, loss_cls: 8.2257, loss: 8.2257, grad_norm: 8.9738 2020-10-25 03:05:09,700 - mmaction - INFO - Epoch [78][1140/1147] lr: 1.000e-03, eta: 9:10:45, time: 1.344, data_time: 0.007, memory: 5812, loss_cls: 8.3373, loss: 8.3373, grad_norm: 9.3080 2020-10-25 03:06:23,819 - mmaction - INFO - Epoch [79][20/1147] lr: 1.000e-03, eta: 9:10:16, time: 2.755, data_time: 2.159, memory: 5812, loss_cls: 8.2516, loss: 8.2516, grad_norm: 9.0442 2020-10-25 03:06:51,942 - mmaction - INFO - Epoch [79][40/1147] lr: 1.000e-03, eta: 9:09:51, time: 1.406, data_time: 0.382, memory: 5812, loss_cls: 8.1211, loss: 8.1211, grad_norm: 9.0580 2020-10-25 03:07:18,950 - mmaction - INFO - Epoch [79][60/1147] lr: 1.000e-03, eta: 9:09:25, time: 1.349, data_time: 0.011, memory: 5812, loss_cls: 8.2259, loss: 8.2259, grad_norm: 9.0011 2020-10-25 03:07:45,372 - mmaction - INFO - Epoch [79][80/1147] lr: 1.000e-03, eta: 9:08:59, time: 1.323, data_time: 0.004, memory: 5812, loss_cls: 8.3174, loss: 8.3174, grad_norm: 9.1713 2020-10-25 03:08:12,191 - mmaction - INFO - Epoch [79][100/1147] lr: 1.000e-03, eta: 9:08:33, time: 1.335, data_time: 0.003, memory: 5812, loss_cls: 8.0883, loss: 8.0883, grad_norm: 8.9664 2020-10-25 03:08:39,280 - mmaction - INFO - Epoch [79][120/1147] lr: 1.000e-03, eta: 9:08:07, time: 1.358, data_time: 0.010, memory: 5812, loss_cls: 8.3894, loss: 8.3894, grad_norm: 9.2163 2020-10-25 03:09:04,693 - mmaction - INFO - Epoch [79][140/1147] lr: 1.000e-03, eta: 9:07:40, time: 1.267, data_time: 0.005, memory: 5812, loss_cls: 8.2849, loss: 8.2849, grad_norm: 8.8675 2020-10-25 03:09:30,062 - mmaction - INFO - Epoch [79][160/1147] lr: 1.000e-03, eta: 9:07:14, time: 1.274, data_time: 0.008, memory: 5812, loss_cls: 8.3935, loss: 8.3935, grad_norm: 9.1456 2020-10-25 03:09:56,344 - mmaction - INFO - Epoch [79][180/1147] lr: 1.000e-03, eta: 9:06:48, time: 1.309, data_time: 0.003, memory: 5812, loss_cls: 8.3669, loss: 8.3669, grad_norm: 9.1298 2020-10-25 03:10:21,817 - mmaction - INFO - Epoch [79][200/1147] lr: 1.000e-03, eta: 9:06:21, time: 1.274, data_time: 0.013, memory: 5812, loss_cls: 8.3660, loss: 8.3660, grad_norm: 9.2079 2020-10-25 03:10:47,991 - mmaction - INFO - Epoch [79][220/1147] lr: 1.000e-03, eta: 9:05:55, time: 1.307, data_time: 0.008, memory: 5812, loss_cls: 8.5055, loss: 8.5055, grad_norm: 9.2203 2020-10-25 03:11:13,719 - mmaction - INFO - Epoch [79][240/1147] lr: 1.000e-03, eta: 9:05:29, time: 1.290, data_time: 0.011, memory: 5812, loss_cls: 8.3088, loss: 8.3088, grad_norm: 9.1118 2020-10-25 03:11:40,134 - mmaction - INFO - Epoch [79][260/1147] lr: 1.000e-03, eta: 9:05:03, time: 1.310, data_time: 0.006, memory: 5812, loss_cls: 8.4289, loss: 8.4289, grad_norm: 9.1840 2020-10-25 03:12:05,942 - mmaction - INFO - Epoch [79][280/1147] lr: 1.000e-03, eta: 9:04:36, time: 1.293, data_time: 0.019, memory: 5812, loss_cls: 8.2058, loss: 8.2058, grad_norm: 9.0185 2020-10-25 03:12:32,041 - mmaction - INFO - Epoch [79][300/1147] lr: 1.000e-03, eta: 9:04:10, time: 1.307, data_time: 0.011, memory: 5812, loss_cls: 8.0421, loss: 8.0421, grad_norm: 9.0661 2020-10-25 03:12:57,740 - mmaction - INFO - Epoch [79][320/1147] lr: 1.000e-03, eta: 9:03:44, time: 1.277, data_time: 0.007, memory: 5812, loss_cls: 8.0537, loss: 8.0537, grad_norm: 9.0751 2020-10-25 03:13:24,085 - mmaction - INFO - Epoch [79][340/1147] lr: 1.000e-03, eta: 9:03:18, time: 1.327, data_time: 0.013, memory: 5812, loss_cls: 8.2750, loss: 8.2750, grad_norm: 9.0559 2020-10-25 03:13:49,734 - mmaction - INFO - Epoch [79][360/1147] lr: 1.000e-03, eta: 9:02:51, time: 1.281, data_time: 0.006, memory: 5812, loss_cls: 8.3942, loss: 8.3942, grad_norm: 9.1120 2020-10-25 03:14:15,974 - mmaction - INFO - Epoch [79][380/1147] lr: 1.000e-03, eta: 9:02:25, time: 1.315, data_time: 0.006, memory: 5812, loss_cls: 8.3802, loss: 8.3802, grad_norm: 9.2418 2020-10-25 03:14:41,279 - mmaction - INFO - Epoch [79][400/1147] lr: 1.000e-03, eta: 9:01:59, time: 1.266, data_time: 0.002, memory: 5812, loss_cls: 8.3705, loss: 8.3705, grad_norm: 9.2067 2020-10-25 03:15:07,276 - mmaction - INFO - Epoch [79][420/1147] lr: 1.000e-03, eta: 9:01:33, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 8.1566, loss: 8.1566, grad_norm: 9.0662 2020-10-25 03:15:33,910 - mmaction - INFO - Epoch [79][440/1147] lr: 1.000e-03, eta: 9:01:06, time: 1.325, data_time: 0.002, memory: 5812, loss_cls: 8.0122, loss: 8.0122, grad_norm: 9.0328 2020-10-25 03:15:59,716 - mmaction - INFO - Epoch [79][460/1147] lr: 1.000e-03, eta: 9:00:40, time: 1.293, data_time: 0.009, memory: 5812, loss_cls: 8.3749, loss: 8.3749, grad_norm: 9.1442 2020-10-25 03:16:26,096 - mmaction - INFO - Epoch [79][480/1147] lr: 1.000e-03, eta: 9:00:14, time: 1.321, data_time: 0.006, memory: 5812, loss_cls: 8.1137, loss: 8.1137, grad_norm: 9.0619 2020-10-25 03:16:52,383 - mmaction - INFO - Epoch [79][500/1147] lr: 1.000e-03, eta: 8:59:48, time: 1.314, data_time: 0.005, memory: 5812, loss_cls: 8.3840, loss: 8.3840, grad_norm: 9.1212 2020-10-25 03:17:18,571 - mmaction - INFO - Epoch [79][520/1147] lr: 1.000e-03, eta: 8:59:22, time: 1.303, data_time: 0.007, memory: 5812, loss_cls: 8.3246, loss: 8.3246, grad_norm: 9.0636 2020-10-25 03:17:44,563 - mmaction - INFO - Epoch [79][540/1147] lr: 1.000e-03, eta: 8:58:55, time: 1.305, data_time: 0.012, memory: 5812, loss_cls: 8.3417, loss: 8.3417, grad_norm: 8.9525 2020-10-25 03:18:10,152 - mmaction - INFO - Epoch [79][560/1147] lr: 1.000e-03, eta: 8:58:29, time: 1.275, data_time: 0.007, memory: 5812, loss_cls: 8.3444, loss: 8.3444, grad_norm: 9.0216 2020-10-25 03:18:36,366 - mmaction - INFO - Epoch [79][580/1147] lr: 1.000e-03, eta: 8:58:03, time: 1.311, data_time: 0.010, memory: 5812, loss_cls: 8.4251, loss: 8.4251, grad_norm: 9.0954 2020-10-25 03:19:02,397 - mmaction - INFO - Epoch [79][600/1147] lr: 1.000e-03, eta: 8:57:37, time: 1.306, data_time: 0.007, memory: 5812, loss_cls: 8.2368, loss: 8.2368, grad_norm: 9.2306 2020-10-25 03:19:28,582 - mmaction - INFO - Epoch [79][620/1147] lr: 1.000e-03, eta: 8:57:10, time: 1.303, data_time: 0.004, memory: 5812, loss_cls: 8.3762, loss: 8.3762, grad_norm: 9.2219 2020-10-25 03:19:54,834 - mmaction - INFO - Epoch [79][640/1147] lr: 1.000e-03, eta: 8:56:44, time: 1.313, data_time: 0.009, memory: 5812, loss_cls: 8.2495, loss: 8.2495, grad_norm: 9.2086 2020-10-25 03:20:20,649 - mmaction - INFO - Epoch [79][660/1147] lr: 1.000e-03, eta: 8:56:18, time: 1.288, data_time: 0.015, memory: 5812, loss_cls: 8.1612, loss: 8.1612, grad_norm: 8.9552 2020-10-25 03:20:47,268 - mmaction - INFO - Epoch [79][680/1147] lr: 1.000e-03, eta: 8:55:52, time: 1.326, data_time: 0.012, memory: 5812, loss_cls: 8.4813, loss: 8.4813, grad_norm: 9.2022 2020-10-25 03:21:13,194 - mmaction - INFO - Epoch [79][700/1147] lr: 1.000e-03, eta: 8:55:26, time: 1.301, data_time: 0.016, memory: 5812, loss_cls: 8.1282, loss: 8.1282, grad_norm: 8.9723 2020-10-25 03:21:39,506 - mmaction - INFO - Epoch [79][720/1147] lr: 1.000e-03, eta: 8:54:59, time: 1.326, data_time: 0.012, memory: 5812, loss_cls: 8.3535, loss: 8.3535, grad_norm: 9.1230 2020-10-25 03:22:05,298 - mmaction - INFO - Epoch [79][740/1147] lr: 1.000e-03, eta: 8:54:33, time: 1.289, data_time: 0.002, memory: 5812, loss_cls: 8.4791, loss: 8.4791, grad_norm: 9.1582 2020-10-25 03:22:31,632 - mmaction - INFO - Epoch [79][760/1147] lr: 1.000e-03, eta: 8:54:07, time: 1.308, data_time: 0.002, memory: 5812, loss_cls: 8.0896, loss: 8.0896, grad_norm: 8.9326 2020-10-25 03:22:57,180 - mmaction - INFO - Epoch [79][780/1147] lr: 1.000e-03, eta: 8:53:41, time: 1.284, data_time: 0.012, memory: 5812, loss_cls: 8.3086, loss: 8.3086, grad_norm: 9.1960 2020-10-25 03:23:23,601 - mmaction - INFO - Epoch [79][800/1147] lr: 1.000e-03, eta: 8:53:14, time: 1.319, data_time: 0.005, memory: 5812, loss_cls: 8.2506, loss: 8.2506, grad_norm: 9.0627 2020-10-25 03:23:49,629 - mmaction - INFO - Epoch [79][820/1147] lr: 1.000e-03, eta: 8:52:48, time: 1.296, data_time: 0.006, memory: 5812, loss_cls: 8.3523, loss: 8.3523, grad_norm: 9.2198 2020-10-25 03:24:15,738 - mmaction - INFO - Epoch [79][840/1147] lr: 1.000e-03, eta: 8:52:22, time: 1.311, data_time: 0.016, memory: 5812, loss_cls: 8.4104, loss: 8.4104, grad_norm: 9.0728 2020-10-25 03:24:42,220 - mmaction - INFO - Epoch [79][860/1147] lr: 1.000e-03, eta: 8:51:56, time: 1.325, data_time: 0.005, memory: 5812, loss_cls: 8.3072, loss: 8.3072, grad_norm: 9.2068 2020-10-25 03:25:08,547 - mmaction - INFO - Epoch [79][880/1147] lr: 1.000e-03, eta: 8:51:30, time: 1.313, data_time: 0.006, memory: 5812, loss_cls: 8.2493, loss: 8.2493, grad_norm: 9.0794 2020-10-25 03:25:33,589 - mmaction - INFO - Epoch [79][900/1147] lr: 1.000e-03, eta: 8:51:03, time: 1.255, data_time: 0.007, memory: 5812, loss_cls: 8.1757, loss: 8.1757, grad_norm: 9.1359 2020-10-25 03:25:58,688 - mmaction - INFO - Epoch [79][920/1147] lr: 1.000e-03, eta: 8:50:37, time: 1.257, data_time: 0.005, memory: 5812, loss_cls: 8.1308, loss: 8.1308, grad_norm: 9.0702 2020-10-25 03:26:24,102 - mmaction - INFO - Epoch [79][940/1147] lr: 1.000e-03, eta: 8:50:10, time: 1.268, data_time: 0.003, memory: 5812, loss_cls: 8.5359, loss: 8.5359, grad_norm: 9.7368 2020-10-25 03:26:50,149 - mmaction - INFO - Epoch [79][960/1147] lr: 1.000e-03, eta: 8:49:44, time: 1.302, data_time: 0.004, memory: 5812, loss_cls: 8.1421, loss: 8.1421, grad_norm: 8.9876 2020-10-25 03:27:15,592 - mmaction - INFO - Epoch [79][980/1147] lr: 1.000e-03, eta: 8:49:18, time: 1.274, data_time: 0.009, memory: 5812, loss_cls: 8.4828, loss: 8.4828, grad_norm: 9.2670 2020-10-25 03:27:42,246 - mmaction - INFO - Epoch [79][1000/1147] lr: 1.000e-03, eta: 8:48:52, time: 1.335, data_time: 0.005, memory: 5812, loss_cls: 8.3983, loss: 8.3983, grad_norm: 9.0753 2020-10-25 03:28:08,341 - mmaction - INFO - Epoch [79][1020/1147] lr: 1.000e-03, eta: 8:48:25, time: 1.293, data_time: 0.001, memory: 5812, loss_cls: 8.4090, loss: 8.4090, grad_norm: 9.1403 2020-10-25 03:28:34,716 - mmaction - INFO - Epoch [79][1040/1147] lr: 1.000e-03, eta: 8:47:59, time: 1.329, data_time: 0.016, memory: 5812, loss_cls: 8.4650, loss: 8.4650, grad_norm: 9.2348 2020-10-25 03:29:00,524 - mmaction - INFO - Epoch [79][1060/1147] lr: 1.000e-03, eta: 8:47:33, time: 1.283, data_time: 0.008, memory: 5812, loss_cls: 8.4697, loss: 8.4697, grad_norm: 9.3137 2020-10-25 03:29:26,835 - mmaction - INFO - Epoch [79][1080/1147] lr: 1.000e-03, eta: 8:47:07, time: 1.324, data_time: 0.009, memory: 5812, loss_cls: 8.4303, loss: 8.4303, grad_norm: 9.2342 2020-10-25 03:29:53,435 - mmaction - INFO - Epoch [79][1100/1147] lr: 1.000e-03, eta: 8:46:41, time: 1.325, data_time: 0.002, memory: 5812, loss_cls: 8.2782, loss: 8.2782, grad_norm: 9.0138 2020-10-25 03:30:19,512 - mmaction - INFO - Epoch [79][1120/1147] lr: 1.000e-03, eta: 8:46:15, time: 1.304, data_time: 0.007, memory: 5812, loss_cls: 8.4467, loss: 8.4467, grad_norm: 9.0865 2020-10-25 03:30:44,866 - mmaction - INFO - Epoch [79][1140/1147] lr: 1.000e-03, eta: 8:45:48, time: 1.269, data_time: 0.007, memory: 5812, loss_cls: 8.4473, loss: 8.4473, grad_norm: 9.2916 2020-10-25 03:31:35,540 - mmaction - INFO - Epoch [80][20/1147] lr: 1.000e-03, eta: 8:45:15, time: 2.096, data_time: 1.417, memory: 5812, loss_cls: 8.4534, loss: 8.4534, grad_norm: 9.1575 2020-10-25 03:32:03,560 - mmaction - INFO - Epoch [80][40/1147] lr: 1.000e-03, eta: 8:44:49, time: 1.402, data_time: 0.146, memory: 5812, loss_cls: 8.3975, loss: 8.3975, grad_norm: 9.3504 2020-10-25 03:32:30,459 - mmaction - INFO - Epoch [80][60/1147] lr: 1.000e-03, eta: 8:44:23, time: 1.344, data_time: 0.001, memory: 5812, loss_cls: 8.0969, loss: 8.0969, grad_norm: 8.9520 2020-10-25 03:32:57,848 - mmaction - INFO - Epoch [80][80/1147] lr: 1.000e-03, eta: 8:43:57, time: 1.370, data_time: 0.003, memory: 5812, loss_cls: 8.4104, loss: 8.4104, grad_norm: 9.3992 2020-10-25 03:33:23,885 - mmaction - INFO - Epoch [80][100/1147] lr: 1.000e-03, eta: 8:43:31, time: 1.298, data_time: 0.003, memory: 5812, loss_cls: 8.3604, loss: 8.3604, grad_norm: 9.0366 2020-10-25 03:33:49,816 - mmaction - INFO - Epoch [80][120/1147] lr: 1.000e-03, eta: 8:43:05, time: 1.300, data_time: 0.005, memory: 5812, loss_cls: 8.4782, loss: 8.4782, grad_norm: 9.3470 2020-10-25 03:34:15,591 - mmaction - INFO - Epoch [80][140/1147] lr: 1.000e-03, eta: 8:42:38, time: 1.286, data_time: 0.005, memory: 5812, loss_cls: 8.3686, loss: 8.3686, grad_norm: 9.2311 2020-10-25 03:34:41,692 - mmaction - INFO - Epoch [80][160/1147] lr: 1.000e-03, eta: 8:42:12, time: 1.303, data_time: 0.005, memory: 5812, loss_cls: 8.3147, loss: 8.3147, grad_norm: 9.1568 2020-10-25 03:35:08,152 - mmaction - INFO - Epoch [80][180/1147] lr: 1.000e-03, eta: 8:41:46, time: 1.313, data_time: 0.009, memory: 5812, loss_cls: 8.1127, loss: 8.1127, grad_norm: 9.1471 2020-10-25 03:35:33,441 - mmaction - INFO - Epoch [80][200/1147] lr: 1.000e-03, eta: 8:41:20, time: 1.276, data_time: 0.016, memory: 5812, loss_cls: 8.1845, loss: 8.1845, grad_norm: 9.2336 2020-10-25 03:35:59,465 - mmaction - INFO - Epoch [80][220/1147] lr: 1.000e-03, eta: 8:40:53, time: 1.305, data_time: 0.006, memory: 5812, loss_cls: 8.2639, loss: 8.2639, grad_norm: 8.9705 2020-10-25 03:36:25,539 - mmaction - INFO - Epoch [80][240/1147] lr: 1.000e-03, eta: 8:40:27, time: 1.304, data_time: 0.003, memory: 5812, loss_cls: 8.1370, loss: 8.1370, grad_norm: 9.0284 2020-10-25 03:36:51,292 - mmaction - INFO - Epoch [80][260/1147] lr: 1.000e-03, eta: 8:40:01, time: 1.285, data_time: 0.001, memory: 5812, loss_cls: 8.3111, loss: 8.3111, grad_norm: 9.1950 2020-10-25 03:37:17,435 - mmaction - INFO - Epoch [80][280/1147] lr: 1.000e-03, eta: 8:39:35, time: 1.310, data_time: 0.004, memory: 5812, loss_cls: 8.1405, loss: 8.1405, grad_norm: 9.1444 2020-10-25 03:37:43,420 - mmaction - INFO - Epoch [80][300/1147] lr: 1.000e-03, eta: 8:39:08, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 8.3463, loss: 8.3463, grad_norm: 9.0726 2020-10-25 03:38:09,506 - mmaction - INFO - Epoch [80][320/1147] lr: 1.000e-03, eta: 8:38:42, time: 1.300, data_time: 0.001, memory: 5812, loss_cls: 8.3651, loss: 8.3651, grad_norm: 9.1860 2020-10-25 03:38:35,006 - mmaction - INFO - Epoch [80][340/1147] lr: 1.000e-03, eta: 8:38:16, time: 1.279, data_time: 0.007, memory: 5812, loss_cls: 8.1298, loss: 8.1298, grad_norm: 9.3009 2020-10-25 03:39:01,314 - mmaction - INFO - Epoch [80][360/1147] lr: 1.000e-03, eta: 8:37:50, time: 1.316, data_time: 0.002, memory: 5812, loss_cls: 8.2325, loss: 8.2325, grad_norm: 9.1152 2020-10-25 03:39:27,583 - mmaction - INFO - Epoch [80][380/1147] lr: 1.000e-03, eta: 8:37:23, time: 1.306, data_time: 0.001, memory: 5812, loss_cls: 8.3846, loss: 8.3846, grad_norm: 9.2856 2020-10-25 03:39:53,677 - mmaction - INFO - Epoch [80][400/1147] lr: 1.000e-03, eta: 8:36:57, time: 1.312, data_time: 0.009, memory: 5812, loss_cls: 8.3265, loss: 8.3265, grad_norm: 9.1309 2020-10-25 03:40:19,008 - mmaction - INFO - Epoch [80][420/1147] lr: 1.000e-03, eta: 8:36:31, time: 1.261, data_time: 0.002, memory: 5812, loss_cls: 8.1442, loss: 8.1442, grad_norm: 8.9917 2020-10-25 03:40:45,515 - mmaction - INFO - Epoch [80][440/1147] lr: 1.000e-03, eta: 8:36:05, time: 1.322, data_time: 0.008, memory: 5812, loss_cls: 8.0295, loss: 8.0295, grad_norm: 8.9075 2020-10-25 03:41:11,492 - mmaction - INFO - Epoch [80][460/1147] lr: 1.000e-03, eta: 8:35:38, time: 1.307, data_time: 0.011, memory: 5812, loss_cls: 8.1550, loss: 8.1550, grad_norm: 9.2491 2020-10-25 03:41:37,329 - mmaction - INFO - Epoch [80][480/1147] lr: 1.000e-03, eta: 8:35:12, time: 1.291, data_time: 0.002, memory: 5812, loss_cls: 8.2103, loss: 8.2103, grad_norm: 9.1584 2020-10-25 03:42:03,820 - mmaction - INFO - Epoch [80][500/1147] lr: 1.000e-03, eta: 8:34:46, time: 1.324, data_time: 0.003, memory: 5812, loss_cls: 8.1918, loss: 8.1918, grad_norm: 9.3012 2020-10-25 03:42:29,480 - mmaction - INFO - Epoch [80][520/1147] lr: 1.000e-03, eta: 8:34:20, time: 1.270, data_time: 0.006, memory: 5812, loss_cls: 8.6038, loss: 8.6038, grad_norm: 9.4298 2020-10-25 03:42:55,672 - mmaction - INFO - Epoch [80][540/1147] lr: 1.000e-03, eta: 8:33:54, time: 1.320, data_time: 0.014, memory: 5812, loss_cls: 8.2572, loss: 8.2572, grad_norm: 9.2203 2020-10-25 03:43:21,235 - mmaction - INFO - Epoch [80][560/1147] lr: 1.000e-03, eta: 8:33:27, time: 1.274, data_time: 0.002, memory: 5812, loss_cls: 8.5326, loss: 8.5326, grad_norm: 9.1877 2020-10-25 03:43:47,106 - mmaction - INFO - Epoch [80][580/1147] lr: 1.000e-03, eta: 8:33:01, time: 1.296, data_time: 0.008, memory: 5812, loss_cls: 8.3843, loss: 8.3843, grad_norm: 9.1864 2020-10-25 03:44:12,997 - mmaction - INFO - Epoch [80][600/1147] lr: 1.000e-03, eta: 8:32:35, time: 1.293, data_time: 0.008, memory: 5812, loss_cls: 8.3622, loss: 8.3622, grad_norm: 9.2254 2020-10-25 03:44:38,765 - mmaction - INFO - Epoch [80][620/1147] lr: 1.000e-03, eta: 8:32:08, time: 1.292, data_time: 0.005, memory: 5812, loss_cls: 8.3128, loss: 8.3128, grad_norm: 9.1691 2020-10-25 03:45:04,704 - mmaction - INFO - Epoch [80][640/1147] lr: 1.000e-03, eta: 8:31:42, time: 1.292, data_time: 0.002, memory: 5812, loss_cls: 8.1976, loss: 8.1976, grad_norm: 9.0992 2020-10-25 03:45:30,653 - mmaction - INFO - Epoch [80][660/1147] lr: 1.000e-03, eta: 8:31:16, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 8.2468, loss: 8.2468, grad_norm: 9.1217 2020-10-25 03:45:56,669 - mmaction - INFO - Epoch [80][680/1147] lr: 1.000e-03, eta: 8:30:50, time: 1.299, data_time: 0.006, memory: 5812, loss_cls: 8.3756, loss: 8.3756, grad_norm: 9.2343 2020-10-25 03:46:22,586 - mmaction - INFO - Epoch [80][700/1147] lr: 1.000e-03, eta: 8:30:23, time: 1.298, data_time: 0.007, memory: 5812, loss_cls: 8.3304, loss: 8.3304, grad_norm: 9.1001 2020-10-25 03:46:48,599 - mmaction - INFO - Epoch [80][720/1147] lr: 1.000e-03, eta: 8:29:57, time: 1.290, data_time: 0.004, memory: 5812, loss_cls: 8.3092, loss: 8.3092, grad_norm: 9.1784 2020-10-25 03:47:14,246 - mmaction - INFO - Epoch [80][740/1147] lr: 1.000e-03, eta: 8:29:31, time: 1.295, data_time: 0.015, memory: 5812, loss_cls: 8.3627, loss: 8.3627, grad_norm: 9.3526 2020-10-25 03:47:40,548 - mmaction - INFO - Epoch [80][760/1147] lr: 1.000e-03, eta: 8:29:04, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 8.3421, loss: 8.3421, grad_norm: 9.2391 2020-10-25 03:48:05,723 - mmaction - INFO - Epoch [80][780/1147] lr: 1.000e-03, eta: 8:28:38, time: 1.263, data_time: 0.009, memory: 5812, loss_cls: 8.3546, loss: 8.3546, grad_norm: 9.0522 2020-10-25 03:48:32,355 - mmaction - INFO - Epoch [80][800/1147] lr: 1.000e-03, eta: 8:28:12, time: 1.329, data_time: 0.004, memory: 5812, loss_cls: 8.2362, loss: 8.2362, grad_norm: 9.2051 2020-10-25 03:48:57,973 - mmaction - INFO - Epoch [80][820/1147] lr: 1.000e-03, eta: 8:27:46, time: 1.283, data_time: 0.009, memory: 5812, loss_cls: 8.1772, loss: 8.1772, grad_norm: 9.0106 2020-10-25 03:49:24,033 - mmaction - INFO - Epoch [80][840/1147] lr: 1.000e-03, eta: 8:27:19, time: 1.304, data_time: 0.006, memory: 5812, loss_cls: 8.2983, loss: 8.2983, grad_norm: 9.3908 2020-10-25 03:49:49,886 - mmaction - INFO - Epoch [80][860/1147] lr: 1.000e-03, eta: 8:26:53, time: 1.287, data_time: 0.004, memory: 5812, loss_cls: 8.4712, loss: 8.4712, grad_norm: 9.4058 2020-10-25 03:50:15,963 - mmaction - INFO - Epoch [80][880/1147] lr: 1.000e-03, eta: 8:26:27, time: 1.311, data_time: 0.011, memory: 5812, loss_cls: 8.3468, loss: 8.3468, grad_norm: 9.1195 2020-10-25 03:50:41,728 - mmaction - INFO - Epoch [80][900/1147] lr: 1.000e-03, eta: 8:26:01, time: 1.286, data_time: 0.004, memory: 5812, loss_cls: 8.3211, loss: 8.3211, grad_norm: 9.1364 2020-10-25 03:51:06,907 - mmaction - INFO - Epoch [80][920/1147] lr: 1.000e-03, eta: 8:25:34, time: 1.255, data_time: 0.005, memory: 5812, loss_cls: 8.3821, loss: 8.3821, grad_norm: 9.1504 2020-10-25 03:51:32,725 - mmaction - INFO - Epoch [80][940/1147] lr: 1.000e-03, eta: 8:25:08, time: 1.295, data_time: 0.010, memory: 5812, loss_cls: 8.2010, loss: 8.2010, grad_norm: 9.1803 2020-10-25 03:51:58,937 - mmaction - INFO - Epoch [80][960/1147] lr: 1.000e-03, eta: 8:24:42, time: 1.309, data_time: 0.006, memory: 5812, loss_cls: 8.2254, loss: 8.2254, grad_norm: 9.0211 2020-10-25 03:52:25,166 - mmaction - INFO - Epoch [80][980/1147] lr: 1.000e-03, eta: 8:24:15, time: 1.315, data_time: 0.006, memory: 5812, loss_cls: 8.0429, loss: 8.0429, grad_norm: 9.2261 2020-10-25 03:52:52,490 - mmaction - INFO - Epoch [80][1000/1147] lr: 1.000e-03, eta: 8:23:50, time: 1.366, data_time: 0.003, memory: 5812, loss_cls: 8.3589, loss: 8.3589, grad_norm: 9.2149 2020-10-25 03:53:18,746 - mmaction - INFO - Epoch [80][1020/1147] lr: 1.000e-03, eta: 8:23:23, time: 1.297, data_time: 0.001, memory: 5812, loss_cls: 8.2255, loss: 8.2255, grad_norm: 9.1161 2020-10-25 03:53:44,909 - mmaction - INFO - Epoch [80][1040/1147] lr: 1.000e-03, eta: 8:22:57, time: 1.321, data_time: 0.020, memory: 5812, loss_cls: 8.2749, loss: 8.2749, grad_norm: 9.2261 2020-10-25 03:54:11,686 - mmaction - INFO - Epoch [80][1060/1147] lr: 1.000e-03, eta: 8:22:31, time: 1.340, data_time: 0.004, memory: 5812, loss_cls: 8.4802, loss: 8.4802, grad_norm: 9.1011 2020-10-25 03:54:38,054 - mmaction - INFO - Epoch [80][1080/1147] lr: 1.000e-03, eta: 8:22:05, time: 1.317, data_time: 0.005, memory: 5812, loss_cls: 8.5884, loss: 8.5884, grad_norm: 9.1848 2020-10-25 03:55:04,227 - mmaction - INFO - Epoch [80][1100/1147] lr: 1.000e-03, eta: 8:21:39, time: 1.304, data_time: 0.009, memory: 5812, loss_cls: 8.2799, loss: 8.2799, grad_norm: 9.0962 2020-10-25 03:55:30,929 - mmaction - INFO - Epoch [80][1120/1147] lr: 1.000e-03, eta: 8:21:13, time: 1.339, data_time: 0.007, memory: 5812, loss_cls: 8.1850, loss: 8.1850, grad_norm: 9.0907 2020-10-25 03:55:56,783 - mmaction - INFO - Epoch [80][1140/1147] lr: 1.000e-03, eta: 8:20:47, time: 1.292, data_time: 0.008, memory: 5812, loss_cls: 8.3567, loss: 8.3567, grad_norm: 9.0205 2020-10-25 03:56:04,564 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-10-25 03:58:09,027 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 03:58:09,690 - mmaction - INFO - mean_average_precision 0.4501 2020-10-25 03:58:09,702 - mmaction - INFO - Epoch(val) [80][1147] mean_average_precision: 0.4501 2020-10-25 03:58:46,639 - mmaction - INFO - Epoch [81][20/1147] lr: 1.000e-04, eta: 8:20:12, time: 1.845, data_time: 1.334, memory: 5812, loss_cls: 8.1502, loss: 8.1502, grad_norm: 9.0693 2020-10-25 03:59:14,174 - mmaction - INFO - Epoch [81][40/1147] lr: 1.000e-04, eta: 8:19:46, time: 1.378, data_time: 0.339, memory: 5812, loss_cls: 8.1589, loss: 8.1589, grad_norm: 8.9894 2020-10-25 03:59:40,250 - mmaction - INFO - Epoch [81][60/1147] lr: 1.000e-04, eta: 8:19:20, time: 1.303, data_time: 0.079, memory: 5812, loss_cls: 8.3885, loss: 8.3885, grad_norm: 9.2852 2020-10-25 04:00:06,773 - mmaction - INFO - Epoch [81][80/1147] lr: 1.000e-04, eta: 8:18:53, time: 1.325, data_time: 0.008, memory: 5812, loss_cls: 8.1307, loss: 8.1307, grad_norm: 9.0208 2020-10-25 04:00:32,615 - mmaction - INFO - Epoch [81][100/1147] lr: 1.000e-04, eta: 8:18:27, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 8.3415, loss: 8.3415, grad_norm: 9.0246 2020-10-25 04:00:58,569 - mmaction - INFO - Epoch [81][120/1147] lr: 1.000e-04, eta: 8:18:01, time: 1.294, data_time: 0.007, memory: 5812, loss_cls: 8.1778, loss: 8.1778, grad_norm: 9.0136 2020-10-25 04:01:24,911 - mmaction - INFO - Epoch [81][140/1147] lr: 1.000e-04, eta: 8:17:35, time: 1.316, data_time: 0.009, memory: 5812, loss_cls: 8.2116, loss: 8.2116, grad_norm: 9.0821 2020-10-25 04:01:49,912 - mmaction - INFO - Epoch [81][160/1147] lr: 1.000e-04, eta: 8:17:08, time: 1.258, data_time: 0.012, memory: 5812, loss_cls: 8.1506, loss: 8.1506, grad_norm: 9.1130 2020-10-25 04:02:15,875 - mmaction - INFO - Epoch [81][180/1147] lr: 1.000e-04, eta: 8:16:42, time: 1.295, data_time: 0.003, memory: 5812, loss_cls: 8.2441, loss: 8.2441, grad_norm: 9.1336 2020-10-25 04:02:41,313 - mmaction - INFO - Epoch [81][200/1147] lr: 1.000e-04, eta: 8:16:16, time: 1.267, data_time: 0.004, memory: 5812, loss_cls: 8.3259, loss: 8.3259, grad_norm: 9.0744 2020-10-25 04:03:07,044 - mmaction - INFO - Epoch [81][220/1147] lr: 1.000e-04, eta: 8:15:49, time: 1.287, data_time: 0.012, memory: 5812, loss_cls: 8.4356, loss: 8.4356, grad_norm: 9.3305 2020-10-25 04:03:32,966 - mmaction - INFO - Epoch [81][240/1147] lr: 1.000e-04, eta: 8:15:23, time: 1.297, data_time: 0.010, memory: 5812, loss_cls: 8.1415, loss: 8.1415, grad_norm: 9.0054 2020-10-25 04:03:58,180 - mmaction - INFO - Epoch [81][260/1147] lr: 1.000e-04, eta: 8:14:57, time: 1.264, data_time: 0.008, memory: 5812, loss_cls: 8.3877, loss: 8.3877, grad_norm: 9.2412 2020-10-25 04:04:23,636 - mmaction - INFO - Epoch [81][280/1147] lr: 1.000e-04, eta: 8:14:30, time: 1.277, data_time: 0.006, memory: 5812, loss_cls: 8.1713, loss: 8.1713, grad_norm: 9.2326 2020-10-25 04:04:48,866 - mmaction - INFO - Epoch [81][300/1147] lr: 1.000e-04, eta: 8:14:04, time: 1.258, data_time: 0.002, memory: 5812, loss_cls: 8.1275, loss: 8.1275, grad_norm: 9.1704 2020-10-25 04:05:13,957 - mmaction - INFO - Epoch [81][320/1147] lr: 1.000e-04, eta: 8:13:37, time: 1.258, data_time: 0.007, memory: 5812, loss_cls: 8.2729, loss: 8.2729, grad_norm: 9.0705 2020-10-25 04:05:39,706 - mmaction - INFO - Epoch [81][340/1147] lr: 1.000e-04, eta: 8:13:11, time: 1.280, data_time: 0.001, memory: 5812, loss_cls: 7.9863, loss: 7.9863, grad_norm: 8.8733 2020-10-25 04:06:05,534 - mmaction - INFO - Epoch [81][360/1147] lr: 1.000e-04, eta: 8:12:45, time: 1.298, data_time: 0.010, memory: 5812, loss_cls: 8.1722, loss: 8.1722, grad_norm: 9.0806 2020-10-25 04:06:30,788 - mmaction - INFO - Epoch [81][380/1147] lr: 1.000e-04, eta: 8:12:18, time: 1.261, data_time: 0.002, memory: 5812, loss_cls: 8.0063, loss: 8.0063, grad_norm: 9.0153 2020-10-25 04:06:56,698 - mmaction - INFO - Epoch [81][400/1147] lr: 1.000e-04, eta: 8:11:52, time: 1.297, data_time: 0.005, memory: 5812, loss_cls: 8.2376, loss: 8.2376, grad_norm: 9.1291 2020-10-25 04:07:22,198 - mmaction - INFO - Epoch [81][420/1147] lr: 1.000e-04, eta: 8:11:26, time: 1.272, data_time: 0.002, memory: 5812, loss_cls: 8.2666, loss: 8.2666, grad_norm: 9.1831 2020-10-25 04:07:47,580 - mmaction - INFO - Epoch [81][440/1147] lr: 1.000e-04, eta: 8:10:59, time: 1.267, data_time: 0.005, memory: 5812, loss_cls: 8.3234, loss: 8.3234, grad_norm: 9.2268 2020-10-25 04:08:13,700 - mmaction - INFO - Epoch [81][460/1147] lr: 1.000e-04, eta: 8:10:33, time: 1.307, data_time: 0.011, memory: 5812, loss_cls: 8.3924, loss: 8.3924, grad_norm: 9.1982 2020-10-25 04:08:39,029 - mmaction - INFO - Epoch [81][480/1147] lr: 1.000e-04, eta: 8:10:06, time: 1.265, data_time: 0.007, memory: 5812, loss_cls: 8.2821, loss: 8.2821, grad_norm: 9.1241 2020-10-25 04:09:04,653 - mmaction - INFO - Epoch [81][500/1147] lr: 1.000e-04, eta: 8:09:40, time: 1.288, data_time: 0.009, memory: 5812, loss_cls: 8.2867, loss: 8.2867, grad_norm: 9.2789 2020-10-25 04:09:30,583 - mmaction - INFO - Epoch [81][520/1147] lr: 1.000e-04, eta: 8:09:14, time: 1.291, data_time: 0.001, memory: 5812, loss_cls: 8.4507, loss: 8.4507, grad_norm: 9.1891 2020-10-25 04:09:55,883 - mmaction - INFO - Epoch [81][540/1147] lr: 1.000e-04, eta: 8:08:47, time: 1.264, data_time: 0.007, memory: 5812, loss_cls: 8.3065, loss: 8.3065, grad_norm: 9.1380 2020-10-25 04:10:21,823 - mmaction - INFO - Epoch [81][560/1147] lr: 1.000e-04, eta: 8:08:21, time: 1.302, data_time: 0.010, memory: 5812, loss_cls: 7.9882, loss: 7.9882, grad_norm: 8.8771 2020-10-25 04:10:47,613 - mmaction - INFO - Epoch [81][580/1147] lr: 1.000e-04, eta: 8:07:55, time: 1.281, data_time: 0.006, memory: 5812, loss_cls: 8.0640, loss: 8.0640, grad_norm: 9.0683 2020-10-25 04:11:13,017 - mmaction - INFO - Epoch [81][600/1147] lr: 1.000e-04, eta: 8:07:29, time: 1.273, data_time: 0.011, memory: 5812, loss_cls: 8.0730, loss: 8.0730, grad_norm: 8.9374 2020-10-25 04:11:38,280 - mmaction - INFO - Epoch [81][620/1147] lr: 1.000e-04, eta: 8:07:02, time: 1.259, data_time: 0.009, memory: 5812, loss_cls: 8.0329, loss: 8.0329, grad_norm: 9.0099 2020-10-25 04:12:03,910 - mmaction - INFO - Epoch [81][640/1147] lr: 1.000e-04, eta: 8:06:36, time: 1.287, data_time: 0.016, memory: 5812, loss_cls: 8.0546, loss: 8.0546, grad_norm: 9.0690 2020-10-25 04:12:29,861 - mmaction - INFO - Epoch [81][660/1147] lr: 1.000e-04, eta: 8:06:10, time: 1.303, data_time: 0.012, memory: 5812, loss_cls: 8.2372, loss: 8.2372, grad_norm: 9.2285 2020-10-25 04:12:55,606 - mmaction - INFO - Epoch [81][680/1147] lr: 1.000e-04, eta: 8:05:43, time: 1.280, data_time: 0.004, memory: 5812, loss_cls: 8.2537, loss: 8.2537, grad_norm: 9.2196 2020-10-25 04:13:21,098 - mmaction - INFO - Epoch [81][700/1147] lr: 1.000e-04, eta: 8:05:17, time: 1.282, data_time: 0.009, memory: 5812, loss_cls: 8.3824, loss: 8.3824, grad_norm: 9.3119 2020-10-25 04:13:46,387 - mmaction - INFO - Epoch [81][720/1147] lr: 1.000e-04, eta: 8:04:50, time: 1.256, data_time: 0.003, memory: 5812, loss_cls: 8.3141, loss: 8.3141, grad_norm: 9.1020 2020-10-25 04:14:12,050 - mmaction - INFO - Epoch [81][740/1147] lr: 1.000e-04, eta: 8:04:24, time: 1.286, data_time: 0.012, memory: 5812, loss_cls: 8.1533, loss: 8.1533, grad_norm: 9.0774 2020-10-25 04:14:38,013 - mmaction - INFO - Epoch [81][760/1147] lr: 1.000e-04, eta: 8:03:58, time: 1.294, data_time: 0.008, memory: 5812, loss_cls: 8.3232, loss: 8.3232, grad_norm: 9.1039 2020-10-25 04:15:04,350 - mmaction - INFO - Epoch [81][780/1147] lr: 1.000e-04, eta: 8:03:32, time: 1.327, data_time: 0.011, memory: 5812, loss_cls: 8.0375, loss: 8.0375, grad_norm: 8.9619 2020-10-25 04:15:29,343 - mmaction - INFO - Epoch [81][800/1147] lr: 1.000e-04, eta: 8:03:05, time: 1.245, data_time: 0.001, memory: 5812, loss_cls: 8.0671, loss: 8.0671, grad_norm: 8.9709 2020-10-25 04:15:54,893 - mmaction - INFO - Epoch [81][820/1147] lr: 1.000e-04, eta: 8:02:39, time: 1.282, data_time: 0.008, memory: 5812, loss_cls: 8.1452, loss: 8.1452, grad_norm: 9.0722 2020-10-25 04:16:20,849 - mmaction - INFO - Epoch [81][840/1147] lr: 1.000e-04, eta: 8:02:13, time: 1.293, data_time: 0.003, memory: 5812, loss_cls: 8.0838, loss: 8.0838, grad_norm: 9.1138 2020-10-25 04:16:47,008 - mmaction - INFO - Epoch [81][860/1147] lr: 1.000e-04, eta: 8:01:46, time: 1.308, data_time: 0.008, memory: 5812, loss_cls: 8.1493, loss: 8.1493, grad_norm: 9.0775 2020-10-25 04:17:12,159 - mmaction - INFO - Epoch [81][880/1147] lr: 1.000e-04, eta: 8:01:20, time: 1.255, data_time: 0.008, memory: 5812, loss_cls: 8.1666, loss: 8.1666, grad_norm: 9.1824 2020-10-25 04:17:37,250 - mmaction - INFO - Epoch [81][900/1147] lr: 1.000e-04, eta: 8:00:53, time: 1.261, data_time: 0.009, memory: 5812, loss_cls: 8.2442, loss: 8.2442, grad_norm: 9.2109 2020-10-25 04:18:02,644 - mmaction - INFO - Epoch [81][920/1147] lr: 1.000e-04, eta: 8:00:27, time: 1.265, data_time: 0.003, memory: 5812, loss_cls: 8.4699, loss: 8.4699, grad_norm: 9.1345 2020-10-25 04:18:27,852 - mmaction - INFO - Epoch [81][940/1147] lr: 1.000e-04, eta: 8:00:01, time: 1.263, data_time: 0.009, memory: 5812, loss_cls: 8.1280, loss: 8.1280, grad_norm: 9.0659 2020-10-25 04:18:52,946 - mmaction - INFO - Epoch [81][960/1147] lr: 1.000e-04, eta: 7:59:34, time: 1.258, data_time: 0.007, memory: 5812, loss_cls: 8.1796, loss: 8.1796, grad_norm: 9.1024 2020-10-25 04:19:19,362 - mmaction - INFO - Epoch [81][980/1147] lr: 1.000e-04, eta: 7:59:08, time: 1.321, data_time: 0.002, memory: 5812, loss_cls: 8.2780, loss: 8.2780, grad_norm: 9.2223 2020-10-25 04:19:44,409 - mmaction - INFO - Epoch [81][1000/1147] lr: 1.000e-04, eta: 7:58:41, time: 1.241, data_time: 0.003, memory: 5812, loss_cls: 8.1565, loss: 8.1565, grad_norm: 9.0152 2020-10-25 04:20:10,098 - mmaction - INFO - Epoch [81][1020/1147] lr: 1.000e-04, eta: 7:58:15, time: 1.296, data_time: 0.014, memory: 5812, loss_cls: 8.2447, loss: 8.2447, grad_norm: 9.2224 2020-10-25 04:20:35,675 - mmaction - INFO - Epoch [81][1040/1147] lr: 1.000e-04, eta: 7:57:49, time: 1.273, data_time: 0.003, memory: 5812, loss_cls: 8.1006, loss: 8.1006, grad_norm: 9.1608 2020-10-25 04:21:01,052 - mmaction - INFO - Epoch [81][1060/1147] lr: 1.000e-04, eta: 7:57:22, time: 1.268, data_time: 0.007, memory: 5812, loss_cls: 8.1460, loss: 8.1460, grad_norm: 9.1340 2020-10-25 04:21:26,456 - mmaction - INFO - Epoch [81][1080/1147] lr: 1.000e-04, eta: 7:56:56, time: 1.267, data_time: 0.008, memory: 5812, loss_cls: 8.1088, loss: 8.1088, grad_norm: 9.0586 2020-10-25 04:21:51,960 - mmaction - INFO - Epoch [81][1100/1147] lr: 1.000e-04, eta: 7:56:30, time: 1.281, data_time: 0.013, memory: 5812, loss_cls: 8.3095, loss: 8.3095, grad_norm: 9.2512 2020-10-25 04:22:17,707 - mmaction - INFO - Epoch [81][1120/1147] lr: 1.000e-04, eta: 7:56:03, time: 1.292, data_time: 0.007, memory: 5812, loss_cls: 8.2502, loss: 8.2502, grad_norm: 9.1155 2020-10-25 04:22:42,879 - mmaction - INFO - Epoch [81][1140/1147] lr: 1.000e-04, eta: 7:55:37, time: 1.259, data_time: 0.003, memory: 5812, loss_cls: 8.1566, loss: 8.1566, grad_norm: 9.0503 2020-10-25 04:23:33,151 - mmaction - INFO - Epoch [82][20/1147] lr: 1.000e-04, eta: 7:55:03, time: 2.062, data_time: 1.397, memory: 5812, loss_cls: 8.1527, loss: 8.1527, grad_norm: 8.9081 2020-10-25 04:24:01,244 - mmaction - INFO - Epoch [82][40/1147] lr: 1.000e-04, eta: 7:54:38, time: 1.405, data_time: 0.536, memory: 5812, loss_cls: 8.1331, loss: 8.1331, grad_norm: 9.0501 2020-10-25 04:24:27,537 - mmaction - INFO - Epoch [82][60/1147] lr: 1.000e-04, eta: 7:54:11, time: 1.314, data_time: 0.121, memory: 5812, loss_cls: 8.2824, loss: 8.2824, grad_norm: 9.1482 2020-10-25 04:24:53,789 - mmaction - INFO - Epoch [82][80/1147] lr: 1.000e-04, eta: 7:53:45, time: 1.317, data_time: 0.006, memory: 5812, loss_cls: 8.0014, loss: 8.0014, grad_norm: 8.9523 2020-10-25 04:25:19,812 - mmaction - INFO - Epoch [82][100/1147] lr: 1.000e-04, eta: 7:53:19, time: 1.297, data_time: 0.002, memory: 5812, loss_cls: 7.9748, loss: 7.9748, grad_norm: 9.0291 2020-10-25 04:25:46,219 - mmaction - INFO - Epoch [82][120/1147] lr: 1.000e-04, eta: 7:52:53, time: 1.321, data_time: 0.006, memory: 5812, loss_cls: 8.2410, loss: 8.2410, grad_norm: 9.2171 2020-10-25 04:26:11,557 - mmaction - INFO - Epoch [82][140/1147] lr: 1.000e-04, eta: 7:52:26, time: 1.269, data_time: 0.005, memory: 5812, loss_cls: 8.0881, loss: 8.0881, grad_norm: 9.0448 2020-10-25 04:26:37,436 - mmaction - INFO - Epoch [82][160/1147] lr: 1.000e-04, eta: 7:52:00, time: 1.292, data_time: 0.005, memory: 5812, loss_cls: 7.9650, loss: 7.9650, grad_norm: 8.9976 2020-10-25 04:27:01,863 - mmaction - INFO - Epoch [82][180/1147] lr: 1.000e-04, eta: 7:51:34, time: 1.225, data_time: 0.007, memory: 5812, loss_cls: 8.3141, loss: 8.3141, grad_norm: 9.3586 2020-10-25 04:27:27,189 - mmaction - INFO - Epoch [82][200/1147] lr: 1.000e-04, eta: 7:51:07, time: 1.265, data_time: 0.002, memory: 5812, loss_cls: 7.9420, loss: 7.9420, grad_norm: 9.0824 2020-10-25 04:27:53,461 - mmaction - INFO - Epoch [82][220/1147] lr: 1.000e-04, eta: 7:50:41, time: 1.309, data_time: 0.002, memory: 5812, loss_cls: 8.2267, loss: 8.2267, grad_norm: 9.1605 2020-10-25 04:28:19,194 - mmaction - INFO - Epoch [82][240/1147] lr: 1.000e-04, eta: 7:50:15, time: 1.288, data_time: 0.014, memory: 5812, loss_cls: 8.1598, loss: 8.1598, grad_norm: 9.2256 2020-10-25 04:28:45,492 - mmaction - INFO - Epoch [82][260/1147] lr: 1.000e-04, eta: 7:49:49, time: 1.318, data_time: 0.005, memory: 5812, loss_cls: 8.1560, loss: 8.1560, grad_norm: 9.1412 2020-10-25 04:29:11,408 - mmaction - INFO - Epoch [82][280/1147] lr: 1.000e-04, eta: 7:49:22, time: 1.295, data_time: 0.004, memory: 5812, loss_cls: 8.1037, loss: 8.1037, grad_norm: 9.0555 2020-10-25 04:29:37,228 - mmaction - INFO - Epoch [82][300/1147] lr: 1.000e-04, eta: 7:48:56, time: 1.289, data_time: 0.003, memory: 5812, loss_cls: 8.1726, loss: 8.1726, grad_norm: 9.1181 2020-10-25 04:30:03,294 - mmaction - INFO - Epoch [82][320/1147] lr: 1.000e-04, eta: 7:48:30, time: 1.299, data_time: 0.010, memory: 5812, loss_cls: 8.0958, loss: 8.0958, grad_norm: 9.0807 2020-10-25 04:30:28,634 - mmaction - INFO - Epoch [82][340/1147] lr: 1.000e-04, eta: 7:48:03, time: 1.272, data_time: 0.009, memory: 5812, loss_cls: 8.2638, loss: 8.2638, grad_norm: 9.3121 2020-10-25 04:30:55,113 - mmaction - INFO - Epoch [82][360/1147] lr: 1.000e-04, eta: 7:47:37, time: 1.326, data_time: 0.008, memory: 5812, loss_cls: 8.2801, loss: 8.2801, grad_norm: 9.2219 2020-10-25 04:31:20,445 - mmaction - INFO - Epoch [82][380/1147] lr: 1.000e-04, eta: 7:47:11, time: 1.263, data_time: 0.003, memory: 5812, loss_cls: 8.0349, loss: 8.0349, grad_norm: 8.9682 2020-10-25 04:31:45,980 - mmaction - INFO - Epoch [82][400/1147] lr: 1.000e-04, eta: 7:46:45, time: 1.280, data_time: 0.006, memory: 5812, loss_cls: 8.1910, loss: 8.1910, grad_norm: 9.2467 2020-10-25 04:32:12,224 - mmaction - INFO - Epoch [82][420/1147] lr: 1.000e-04, eta: 7:46:18, time: 1.306, data_time: 0.008, memory: 5812, loss_cls: 8.2398, loss: 8.2398, grad_norm: 9.2536 2020-10-25 04:32:37,743 - mmaction - INFO - Epoch [82][440/1147] lr: 1.000e-04, eta: 7:45:52, time: 1.276, data_time: 0.010, memory: 5812, loss_cls: 8.1833, loss: 8.1833, grad_norm: 9.0924 2020-10-25 04:33:03,573 - mmaction - INFO - Epoch [82][460/1147] lr: 1.000e-04, eta: 7:45:26, time: 1.290, data_time: 0.009, memory: 5812, loss_cls: 8.2081, loss: 8.2081, grad_norm: 9.1605 2020-10-25 04:33:29,199 - mmaction - INFO - Epoch [82][480/1147] lr: 1.000e-04, eta: 7:44:59, time: 1.290, data_time: 0.011, memory: 5812, loss_cls: 8.1625, loss: 8.1625, grad_norm: 9.1432 2020-10-25 04:33:55,507 - mmaction - INFO - Epoch [82][500/1147] lr: 1.000e-04, eta: 7:44:33, time: 1.310, data_time: 0.004, memory: 5812, loss_cls: 8.3055, loss: 8.3055, grad_norm: 9.2008 2020-10-25 04:34:21,248 - mmaction - INFO - Epoch [82][520/1147] lr: 1.000e-04, eta: 7:44:07, time: 1.291, data_time: 0.011, memory: 5812, loss_cls: 8.2950, loss: 8.2950, grad_norm: 9.2070 2020-10-25 04:34:46,895 - mmaction - INFO - Epoch [82][540/1147] lr: 1.000e-04, eta: 7:43:41, time: 1.273, data_time: 0.003, memory: 5812, loss_cls: 8.2701, loss: 8.2701, grad_norm: 9.2012 2020-10-25 04:35:12,662 - mmaction - INFO - Epoch [82][560/1147] lr: 1.000e-04, eta: 7:43:14, time: 1.294, data_time: 0.015, memory: 5812, loss_cls: 8.2964, loss: 8.2964, grad_norm: 9.0777 2020-10-25 04:35:37,853 - mmaction - INFO - Epoch [82][580/1147] lr: 1.000e-04, eta: 7:42:48, time: 1.265, data_time: 0.007, memory: 5812, loss_cls: 8.1886, loss: 8.1886, grad_norm: 9.0773 2020-10-25 04:36:03,410 - mmaction - INFO - Epoch [82][600/1147] lr: 1.000e-04, eta: 7:42:22, time: 1.272, data_time: 0.002, memory: 5812, loss_cls: 8.0798, loss: 8.0798, grad_norm: 9.1867 2020-10-25 04:36:28,744 - mmaction - INFO - Epoch [82][620/1147] lr: 1.000e-04, eta: 7:41:55, time: 1.273, data_time: 0.009, memory: 5812, loss_cls: 8.2725, loss: 8.2725, grad_norm: 9.1941 2020-10-25 04:36:54,118 - mmaction - INFO - Epoch [82][640/1147] lr: 1.000e-04, eta: 7:41:29, time: 1.262, data_time: 0.001, memory: 5812, loss_cls: 8.1949, loss: 8.1949, grad_norm: 9.1306 2020-10-25 04:37:20,096 - mmaction - INFO - Epoch [82][660/1147] lr: 1.000e-04, eta: 7:41:02, time: 1.291, data_time: 0.009, memory: 5812, loss_cls: 8.1936, loss: 8.1936, grad_norm: 9.2277 2020-10-25 04:37:45,907 - mmaction - INFO - Epoch [82][680/1147] lr: 1.000e-04, eta: 7:40:36, time: 1.303, data_time: 0.019, memory: 5812, loss_cls: 8.1795, loss: 8.1795, grad_norm: 9.1210 2020-10-25 04:38:11,620 - mmaction - INFO - Epoch [82][700/1147] lr: 1.000e-04, eta: 7:40:10, time: 1.287, data_time: 0.005, memory: 5812, loss_cls: 8.3759, loss: 8.3759, grad_norm: 9.2179 2020-10-25 04:38:37,454 - mmaction - INFO - Epoch [82][720/1147] lr: 1.000e-04, eta: 7:39:44, time: 1.283, data_time: 0.003, memory: 5812, loss_cls: 8.1730, loss: 8.1730, grad_norm: 8.9852 2020-10-25 04:39:03,325 - mmaction - INFO - Epoch [82][740/1147] lr: 1.000e-04, eta: 7:39:17, time: 1.302, data_time: 0.014, memory: 5812, loss_cls: 8.2194, loss: 8.2194, grad_norm: 9.0246 2020-10-25 04:39:29,465 - mmaction - INFO - Epoch [82][760/1147] lr: 1.000e-04, eta: 7:38:51, time: 1.306, data_time: 0.005, memory: 5812, loss_cls: 8.2349, loss: 8.2349, grad_norm: 9.3190 2020-10-25 04:39:55,032 - mmaction - INFO - Epoch [82][780/1147] lr: 1.000e-04, eta: 7:38:25, time: 1.279, data_time: 0.003, memory: 5812, loss_cls: 8.1205, loss: 8.1205, grad_norm: 9.0454 2020-10-25 04:40:20,698 - mmaction - INFO - Epoch [82][800/1147] lr: 1.000e-04, eta: 7:37:59, time: 1.284, data_time: 0.005, memory: 5812, loss_cls: 8.3491, loss: 8.3491, grad_norm: 9.1929 2020-10-25 04:40:45,671 - mmaction - INFO - Epoch [82][820/1147] lr: 1.000e-04, eta: 7:37:32, time: 1.241, data_time: 0.003, memory: 5812, loss_cls: 8.2876, loss: 8.2876, grad_norm: 9.2095 2020-10-25 04:41:11,451 - mmaction - INFO - Epoch [82][840/1147] lr: 1.000e-04, eta: 7:37:06, time: 1.296, data_time: 0.009, memory: 5812, loss_cls: 7.9354, loss: 7.9354, grad_norm: 9.0162 2020-10-25 04:41:36,796 - mmaction - INFO - Epoch [82][860/1147] lr: 1.000e-04, eta: 7:36:39, time: 1.262, data_time: 0.001, memory: 5812, loss_cls: 7.9932, loss: 7.9932, grad_norm: 9.0370 2020-10-25 04:42:00,973 - mmaction - INFO - Epoch [82][880/1147] lr: 1.000e-04, eta: 7:36:13, time: 1.212, data_time: 0.007, memory: 5812, loss_cls: 8.0550, loss: 8.0550, grad_norm: 9.2418 2020-10-25 04:42:25,784 - mmaction - INFO - Epoch [82][900/1147] lr: 1.000e-04, eta: 7:35:46, time: 1.241, data_time: 0.002, memory: 5812, loss_cls: 8.1670, loss: 8.1670, grad_norm: 9.0667 2020-10-25 04:42:52,016 - mmaction - INFO - Epoch [82][920/1147] lr: 1.000e-04, eta: 7:35:20, time: 1.310, data_time: 0.003, memory: 5812, loss_cls: 8.0750, loss: 8.0750, grad_norm: 9.2097 2020-10-25 04:43:18,393 - mmaction - INFO - Epoch [82][940/1147] lr: 1.000e-04, eta: 7:34:54, time: 1.317, data_time: 0.004, memory: 5812, loss_cls: 8.1830, loss: 8.1830, grad_norm: 9.1889 2020-10-25 04:43:45,583 - mmaction - INFO - Epoch [82][960/1147] lr: 1.000e-04, eta: 7:34:28, time: 1.361, data_time: 0.007, memory: 5812, loss_cls: 8.0238, loss: 8.0238, grad_norm: 9.0710 2020-10-25 04:44:12,140 - mmaction - INFO - Epoch [82][980/1147] lr: 1.000e-04, eta: 7:34:02, time: 1.326, data_time: 0.005, memory: 5812, loss_cls: 8.0133, loss: 8.0133, grad_norm: 9.1680 2020-10-25 04:44:38,630 - mmaction - INFO - Epoch [82][1000/1147] lr: 1.000e-04, eta: 7:33:36, time: 1.320, data_time: 0.009, memory: 5812, loss_cls: 8.2038, loss: 8.2038, grad_norm: 9.3607 2020-10-25 04:45:04,650 - mmaction - INFO - Epoch [82][1020/1147] lr: 1.000e-04, eta: 7:33:10, time: 1.304, data_time: 0.015, memory: 5812, loss_cls: 8.1124, loss: 8.1124, grad_norm: 9.1959 2020-10-25 04:45:30,346 - mmaction - INFO - Epoch [82][1040/1147] lr: 1.000e-04, eta: 7:32:43, time: 1.292, data_time: 0.008, memory: 5812, loss_cls: 8.1428, loss: 8.1428, grad_norm: 9.1232 2020-10-25 04:45:56,986 - mmaction - INFO - Epoch [82][1060/1147] lr: 1.000e-04, eta: 7:32:17, time: 1.332, data_time: 0.005, memory: 5812, loss_cls: 8.3635, loss: 8.3635, grad_norm: 9.2979 2020-10-25 04:46:22,228 - mmaction - INFO - Epoch [82][1080/1147] lr: 1.000e-04, eta: 7:31:51, time: 1.262, data_time: 0.003, memory: 5812, loss_cls: 8.2172, loss: 8.2172, grad_norm: 9.1254 2020-10-25 04:46:47,649 - mmaction - INFO - Epoch [82][1100/1147] lr: 1.000e-04, eta: 7:31:24, time: 1.267, data_time: 0.002, memory: 5812, loss_cls: 8.2556, loss: 8.2556, grad_norm: 9.1979 2020-10-25 04:47:13,682 - mmaction - INFO - Epoch [82][1120/1147] lr: 1.000e-04, eta: 7:30:58, time: 1.301, data_time: 0.007, memory: 5812, loss_cls: 8.2870, loss: 8.2870, grad_norm: 9.3143 2020-10-25 04:47:38,975 - mmaction - INFO - Epoch [82][1140/1147] lr: 1.000e-04, eta: 7:30:32, time: 1.267, data_time: 0.009, memory: 5812, loss_cls: 8.2579, loss: 8.2579, grad_norm: 9.2623 2020-10-25 04:48:27,684 - mmaction - INFO - Epoch [83][20/1147] lr: 1.000e-04, eta: 7:29:58, time: 2.028, data_time: 1.387, memory: 5812, loss_cls: 8.0137, loss: 8.0137, grad_norm: 8.9924 2020-10-25 04:48:55,026 - mmaction - INFO - Epoch [83][40/1147] lr: 1.000e-04, eta: 7:29:32, time: 1.368, data_time: 0.342, memory: 5812, loss_cls: 8.1777, loss: 8.1777, grad_norm: 9.1513 2020-10-25 04:49:21,966 - mmaction - INFO - Epoch [83][60/1147] lr: 1.000e-04, eta: 7:29:06, time: 1.344, data_time: 0.002, memory: 5812, loss_cls: 8.1041, loss: 8.1041, grad_norm: 9.1432 2020-10-25 04:49:47,742 - mmaction - INFO - Epoch [83][80/1147] lr: 1.000e-04, eta: 7:28:40, time: 1.291, data_time: 0.003, memory: 5812, loss_cls: 8.1760, loss: 8.1760, grad_norm: 9.1749 2020-10-25 04:50:13,794 - mmaction - INFO - Epoch [83][100/1147] lr: 1.000e-04, eta: 7:28:13, time: 1.297, data_time: 0.009, memory: 5812, loss_cls: 8.3927, loss: 8.3927, grad_norm: 9.2519 2020-10-25 04:50:40,025 - mmaction - INFO - Epoch [83][120/1147] lr: 1.000e-04, eta: 7:27:47, time: 1.308, data_time: 0.008, memory: 5812, loss_cls: 8.3433, loss: 8.3433, grad_norm: 9.2477 2020-10-25 04:51:05,989 - mmaction - INFO - Epoch [83][140/1147] lr: 1.000e-04, eta: 7:27:21, time: 1.304, data_time: 0.015, memory: 5812, loss_cls: 8.1423, loss: 8.1423, grad_norm: 9.0474 2020-10-25 04:51:31,859 - mmaction - INFO - Epoch [83][160/1147] lr: 1.000e-04, eta: 7:26:55, time: 1.298, data_time: 0.006, memory: 5812, loss_cls: 8.1357, loss: 8.1357, grad_norm: 9.2534 2020-10-25 04:51:57,940 - mmaction - INFO - Epoch [83][180/1147] lr: 1.000e-04, eta: 7:26:29, time: 1.292, data_time: 0.002, memory: 5812, loss_cls: 8.2706, loss: 8.2706, grad_norm: 9.2361 2020-10-25 04:52:23,672 - mmaction - INFO - Epoch [83][200/1147] lr: 1.000e-04, eta: 7:26:02, time: 1.297, data_time: 0.014, memory: 5812, loss_cls: 8.2623, loss: 8.2623, grad_norm: 9.2400 2020-10-25 04:52:49,779 - mmaction - INFO - Epoch [83][220/1147] lr: 1.000e-04, eta: 7:25:36, time: 1.305, data_time: 0.004, memory: 5812, loss_cls: 8.0553, loss: 8.0553, grad_norm: 9.1725 2020-10-25 04:53:15,528 - mmaction - INFO - Epoch [83][240/1147] lr: 1.000e-04, eta: 7:25:10, time: 1.282, data_time: 0.004, memory: 5812, loss_cls: 8.1911, loss: 8.1911, grad_norm: 9.1542 2020-10-25 04:53:41,554 - mmaction - INFO - Epoch [83][260/1147] lr: 1.000e-04, eta: 7:24:44, time: 1.308, data_time: 0.010, memory: 5812, loss_cls: 8.0756, loss: 8.0756, grad_norm: 9.2313 2020-10-25 04:54:06,806 - mmaction - INFO - Epoch [83][280/1147] lr: 1.000e-04, eta: 7:24:17, time: 1.258, data_time: 0.003, memory: 5812, loss_cls: 8.0832, loss: 8.0832, grad_norm: 9.2986 2020-10-25 04:54:32,528 - mmaction - INFO - Epoch [83][300/1147] lr: 1.000e-04, eta: 7:23:51, time: 1.280, data_time: 0.009, memory: 5812, loss_cls: 8.2541, loss: 8.2541, grad_norm: 9.4144 2020-10-25 04:54:58,526 - mmaction - INFO - Epoch [83][320/1147] lr: 1.000e-04, eta: 7:23:25, time: 1.306, data_time: 0.017, memory: 5812, loss_cls: 8.2979, loss: 8.2979, grad_norm: 9.3067 2020-10-25 04:55:24,445 - mmaction - INFO - Epoch [83][340/1147] lr: 1.000e-04, eta: 7:22:58, time: 1.296, data_time: 0.009, memory: 5812, loss_cls: 8.2445, loss: 8.2445, grad_norm: 9.2158 2020-10-25 04:55:50,038 - mmaction - INFO - Epoch [83][360/1147] lr: 1.000e-04, eta: 7:22:32, time: 1.281, data_time: 0.008, memory: 5812, loss_cls: 8.2101, loss: 8.2101, grad_norm: 9.1974 2020-10-25 04:56:15,799 - mmaction - INFO - Epoch [83][380/1147] lr: 1.000e-04, eta: 7:22:06, time: 1.284, data_time: 0.008, memory: 5812, loss_cls: 8.0121, loss: 8.0121, grad_norm: 9.0539 2020-10-25 04:56:41,681 - mmaction - INFO - Epoch [83][400/1147] lr: 1.000e-04, eta: 7:21:40, time: 1.297, data_time: 0.009, memory: 5812, loss_cls: 8.0826, loss: 8.0826, grad_norm: 9.0285 2020-10-25 04:57:07,490 - mmaction - INFO - Epoch [83][420/1147] lr: 1.000e-04, eta: 7:21:13, time: 1.296, data_time: 0.006, memory: 5812, loss_cls: 8.1867, loss: 8.1867, grad_norm: 9.2612 2020-10-25 04:57:33,364 - mmaction - INFO - Epoch [83][440/1147] lr: 1.000e-04, eta: 7:20:47, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 8.5239, loss: 8.5239, grad_norm: 9.3375 2020-10-25 04:57:59,478 - mmaction - INFO - Epoch [83][460/1147] lr: 1.000e-04, eta: 7:20:21, time: 1.302, data_time: 0.009, memory: 5812, loss_cls: 8.1705, loss: 8.1705, grad_norm: 9.2412 2020-10-25 04:58:25,684 - mmaction - INFO - Epoch [83][480/1147] lr: 1.000e-04, eta: 7:19:55, time: 1.315, data_time: 0.013, memory: 5812, loss_cls: 8.0019, loss: 8.0019, grad_norm: 9.0868 2020-10-25 04:58:51,321 - mmaction - INFO - Epoch [83][500/1147] lr: 1.000e-04, eta: 7:19:28, time: 1.282, data_time: 0.007, memory: 5812, loss_cls: 8.1319, loss: 8.1319, grad_norm: 9.0649 2020-10-25 04:59:17,155 - mmaction - INFO - Epoch [83][520/1147] lr: 1.000e-04, eta: 7:19:02, time: 1.295, data_time: 0.007, memory: 5812, loss_cls: 8.0542, loss: 8.0542, grad_norm: 9.1010 2020-10-25 04:59:42,684 - mmaction - INFO - Epoch [83][540/1147] lr: 1.000e-04, eta: 7:18:36, time: 1.273, data_time: 0.004, memory: 5812, loss_cls: 8.2516, loss: 8.2516, grad_norm: 9.2882 2020-10-25 05:00:08,478 - mmaction - INFO - Epoch [83][560/1147] lr: 1.000e-04, eta: 7:18:09, time: 1.284, data_time: 0.007, memory: 5812, loss_cls: 8.1732, loss: 8.1732, grad_norm: 9.1459 2020-10-25 05:00:33,801 - mmaction - INFO - Epoch [83][580/1147] lr: 1.000e-04, eta: 7:17:43, time: 1.270, data_time: 0.017, memory: 5812, loss_cls: 8.3086, loss: 8.3086, grad_norm: 9.3125 2020-10-25 05:00:59,995 - mmaction - INFO - Epoch [83][600/1147] lr: 1.000e-04, eta: 7:17:17, time: 1.316, data_time: 0.009, memory: 5812, loss_cls: 8.0323, loss: 8.0323, grad_norm: 9.2332 2020-10-25 05:01:25,382 - mmaction - INFO - Epoch [83][620/1147] lr: 1.000e-04, eta: 7:16:51, time: 1.263, data_time: 0.005, memory: 5812, loss_cls: 8.1936, loss: 8.1936, grad_norm: 9.2466 2020-10-25 05:01:50,828 - mmaction - INFO - Epoch [83][640/1147] lr: 1.000e-04, eta: 7:16:24, time: 1.274, data_time: 0.012, memory: 5812, loss_cls: 8.2446, loss: 8.2446, grad_norm: 9.2721 2020-10-25 05:02:16,117 - mmaction - INFO - Epoch [83][660/1147] lr: 1.000e-04, eta: 7:15:58, time: 1.269, data_time: 0.009, memory: 5812, loss_cls: 8.0791, loss: 8.0791, grad_norm: 9.0148 2020-10-25 05:02:41,539 - mmaction - INFO - Epoch [83][680/1147] lr: 1.000e-04, eta: 7:15:31, time: 1.264, data_time: 0.004, memory: 5812, loss_cls: 8.1929, loss: 8.1929, grad_norm: 9.1775 2020-10-25 05:03:07,675 - mmaction - INFO - Epoch [83][700/1147] lr: 1.000e-04, eta: 7:15:05, time: 1.313, data_time: 0.010, memory: 5812, loss_cls: 8.3224, loss: 8.3224, grad_norm: 9.3109 2020-10-25 05:03:33,341 - mmaction - INFO - Epoch [83][720/1147] lr: 1.000e-04, eta: 7:14:39, time: 1.283, data_time: 0.004, memory: 5812, loss_cls: 8.2959, loss: 8.2959, grad_norm: 9.2736 2020-10-25 05:03:58,210 - mmaction - INFO - Epoch [83][740/1147] lr: 1.000e-04, eta: 7:14:13, time: 1.244, data_time: 0.001, memory: 5812, loss_cls: 8.2344, loss: 8.2344, grad_norm: 9.2495 2020-10-25 05:04:24,105 - mmaction - INFO - Epoch [83][760/1147] lr: 1.000e-04, eta: 7:13:46, time: 1.290, data_time: 0.001, memory: 5812, loss_cls: 8.0710, loss: 8.0710, grad_norm: 9.0511 2020-10-25 05:04:49,413 - mmaction - INFO - Epoch [83][780/1147] lr: 1.000e-04, eta: 7:13:20, time: 1.270, data_time: 0.007, memory: 5812, loss_cls: 8.0726, loss: 8.0726, grad_norm: 9.0434 2020-10-25 05:05:15,659 - mmaction - INFO - Epoch [83][800/1147] lr: 1.000e-04, eta: 7:12:54, time: 1.307, data_time: 0.004, memory: 5812, loss_cls: 8.1620, loss: 8.1620, grad_norm: 9.2429 2020-10-25 05:05:41,557 - mmaction - INFO - Epoch [83][820/1147] lr: 1.000e-04, eta: 7:12:27, time: 1.292, data_time: 0.011, memory: 5812, loss_cls: 8.1619, loss: 8.1619, grad_norm: 9.2196 2020-10-25 05:06:07,510 - mmaction - INFO - Epoch [83][840/1147] lr: 1.000e-04, eta: 7:12:01, time: 1.300, data_time: 0.011, memory: 5812, loss_cls: 8.1950, loss: 8.1950, grad_norm: 9.2191 2020-10-25 05:06:33,107 - mmaction - INFO - Epoch [83][860/1147] lr: 1.000e-04, eta: 7:11:35, time: 1.284, data_time: 0.009, memory: 5812, loss_cls: 7.9926, loss: 7.9926, grad_norm: 9.2193 2020-10-25 05:06:58,784 - mmaction - INFO - Epoch [83][880/1147] lr: 1.000e-04, eta: 7:11:09, time: 1.278, data_time: 0.006, memory: 5812, loss_cls: 8.2304, loss: 8.2304, grad_norm: 9.2136 2020-10-25 05:07:24,580 - mmaction - INFO - Epoch [83][900/1147] lr: 1.000e-04, eta: 7:10:42, time: 1.289, data_time: 0.010, memory: 5812, loss_cls: 8.0553, loss: 8.0553, grad_norm: 9.1855 2020-10-25 05:07:50,572 - mmaction - INFO - Epoch [83][920/1147] lr: 1.000e-04, eta: 7:10:16, time: 1.306, data_time: 0.009, memory: 5812, loss_cls: 8.2892, loss: 8.2892, grad_norm: 9.1708 2020-10-25 05:08:15,885 - mmaction - INFO - Epoch [83][940/1147] lr: 1.000e-04, eta: 7:09:50, time: 1.263, data_time: 0.004, memory: 5812, loss_cls: 8.3081, loss: 8.3081, grad_norm: 9.1979 2020-10-25 05:08:41,171 - mmaction - INFO - Epoch [83][960/1147] lr: 1.000e-04, eta: 7:09:23, time: 1.265, data_time: 0.007, memory: 5812, loss_cls: 8.1950, loss: 8.1950, grad_norm: 9.1610 2020-10-25 05:09:06,854 - mmaction - INFO - Epoch [83][980/1147] lr: 1.000e-04, eta: 7:08:57, time: 1.286, data_time: 0.005, memory: 5812, loss_cls: 8.2070, loss: 8.2070, grad_norm: 9.1719 2020-10-25 05:09:33,113 - mmaction - INFO - Epoch [83][1000/1147] lr: 1.000e-04, eta: 7:08:31, time: 1.315, data_time: 0.004, memory: 5812, loss_cls: 8.2579, loss: 8.2579, grad_norm: 9.0843 2020-10-25 05:09:59,186 - mmaction - INFO - Epoch [83][1020/1147] lr: 1.000e-04, eta: 7:08:05, time: 1.303, data_time: 0.003, memory: 5812, loss_cls: 7.9872, loss: 7.9872, grad_norm: 9.2146 2020-10-25 05:10:24,828 - mmaction - INFO - Epoch [83][1040/1147] lr: 1.000e-04, eta: 7:07:38, time: 1.280, data_time: 0.002, memory: 5812, loss_cls: 8.2042, loss: 8.2042, grad_norm: 9.2075 2020-10-25 05:10:50,696 - mmaction - INFO - Epoch [83][1060/1147] lr: 1.000e-04, eta: 7:07:12, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.2528, loss: 8.2528, grad_norm: 9.3443 2020-10-25 05:11:16,457 - mmaction - INFO - Epoch [83][1080/1147] lr: 1.000e-04, eta: 7:06:46, time: 1.294, data_time: 0.009, memory: 5812, loss_cls: 8.1163, loss: 8.1163, grad_norm: 9.2926 2020-10-25 05:11:41,784 - mmaction - INFO - Epoch [83][1100/1147] lr: 1.000e-04, eta: 7:06:20, time: 1.268, data_time: 0.002, memory: 5812, loss_cls: 8.1920, loss: 8.1920, grad_norm: 9.2529 2020-10-25 05:12:07,539 - mmaction - INFO - Epoch [83][1120/1147] lr: 1.000e-04, eta: 7:05:53, time: 1.285, data_time: 0.003, memory: 5812, loss_cls: 8.0344, loss: 8.0344, grad_norm: 9.0686 2020-10-25 05:12:33,290 - mmaction - INFO - Epoch [83][1140/1147] lr: 1.000e-04, eta: 7:05:27, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 8.3730, loss: 8.3730, grad_norm: 9.3976 2020-10-25 05:13:21,015 - mmaction - INFO - Epoch [84][20/1147] lr: 1.000e-04, eta: 7:04:53, time: 2.006, data_time: 1.148, memory: 5812, loss_cls: 8.0891, loss: 8.0891, grad_norm: 9.0762 2020-10-25 05:13:48,383 - mmaction - INFO - Epoch [84][40/1147] lr: 1.000e-04, eta: 7:04:27, time: 1.365, data_time: 0.387, memory: 5812, loss_cls: 8.3200, loss: 8.3200, grad_norm: 9.2340 2020-10-25 05:14:14,658 - mmaction - INFO - Epoch [84][60/1147] lr: 1.000e-04, eta: 7:04:01, time: 1.316, data_time: 0.129, memory: 5812, loss_cls: 8.3680, loss: 8.3680, grad_norm: 9.3885 2020-10-25 05:14:40,410 - mmaction - INFO - Epoch [84][80/1147] lr: 1.000e-04, eta: 7:03:34, time: 1.285, data_time: 0.006, memory: 5812, loss_cls: 8.2333, loss: 8.2333, grad_norm: 9.2672 2020-10-25 05:15:06,568 - mmaction - INFO - Epoch [84][100/1147] lr: 1.000e-04, eta: 7:03:08, time: 1.311, data_time: 0.008, memory: 5812, loss_cls: 8.3447, loss: 8.3447, grad_norm: 9.1907 2020-10-25 05:15:32,376 - mmaction - INFO - Epoch [84][120/1147] lr: 1.000e-04, eta: 7:02:42, time: 1.290, data_time: 0.005, memory: 5812, loss_cls: 8.2107, loss: 8.2107, grad_norm: 9.1762 2020-10-25 05:15:58,583 - mmaction - INFO - Epoch [84][140/1147] lr: 1.000e-04, eta: 7:02:16, time: 1.312, data_time: 0.005, memory: 5812, loss_cls: 8.2629, loss: 8.2629, grad_norm: 9.2390 2020-10-25 05:16:24,321 - mmaction - INFO - Epoch [84][160/1147] lr: 1.000e-04, eta: 7:01:50, time: 1.287, data_time: 0.002, memory: 5812, loss_cls: 8.2640, loss: 8.2640, grad_norm: 9.1907 2020-10-25 05:16:50,237 - mmaction - INFO - Epoch [84][180/1147] lr: 1.000e-04, eta: 7:01:23, time: 1.296, data_time: 0.004, memory: 5812, loss_cls: 8.0722, loss: 8.0722, grad_norm: 9.1736 2020-10-25 05:17:15,988 - mmaction - INFO - Epoch [84][200/1147] lr: 1.000e-04, eta: 7:00:57, time: 1.288, data_time: 0.006, memory: 5812, loss_cls: 8.0542, loss: 8.0542, grad_norm: 9.0902 2020-10-25 05:17:41,909 - mmaction - INFO - Epoch [84][220/1147] lr: 1.000e-04, eta: 7:00:31, time: 1.296, data_time: 0.002, memory: 5812, loss_cls: 8.2530, loss: 8.2530, grad_norm: 9.4109 2020-10-25 05:18:08,089 - mmaction - INFO - Epoch [84][240/1147] lr: 1.000e-04, eta: 7:00:05, time: 1.306, data_time: 0.001, memory: 5812, loss_cls: 8.1884, loss: 8.1884, grad_norm: 9.1992 2020-10-25 05:18:33,951 - mmaction - INFO - Epoch [84][260/1147] lr: 1.000e-04, eta: 6:59:38, time: 1.291, data_time: 0.005, memory: 5812, loss_cls: 8.2912, loss: 8.2912, grad_norm: 9.2964 2020-10-25 05:18:59,642 - mmaction - INFO - Epoch [84][280/1147] lr: 1.000e-04, eta: 6:59:12, time: 1.284, data_time: 0.005, memory: 5812, loss_cls: 8.3825, loss: 8.3825, grad_norm: 9.4152 2020-10-25 05:19:25,476 - mmaction - INFO - Epoch [84][300/1147] lr: 1.000e-04, eta: 6:58:46, time: 1.293, data_time: 0.007, memory: 5812, loss_cls: 8.2129, loss: 8.2129, grad_norm: 9.2632 2020-10-25 05:19:51,432 - mmaction - INFO - Epoch [84][320/1147] lr: 1.000e-04, eta: 6:58:20, time: 1.294, data_time: 0.008, memory: 5812, loss_cls: 8.2590, loss: 8.2590, grad_norm: 8.9939 2020-10-25 05:20:17,852 - mmaction - INFO - Epoch [84][340/1147] lr: 1.000e-04, eta: 6:57:54, time: 1.327, data_time: 0.009, memory: 5812, loss_cls: 7.9554, loss: 7.9554, grad_norm: 9.0536 2020-10-25 05:20:43,845 - mmaction - INFO - Epoch [84][360/1147] lr: 1.000e-04, eta: 6:57:27, time: 1.282, data_time: 0.002, memory: 5812, loss_cls: 8.1684, loss: 8.1684, grad_norm: 9.1937 2020-10-25 05:21:09,806 - mmaction - INFO - Epoch [84][380/1147] lr: 1.000e-04, eta: 6:57:01, time: 1.309, data_time: 0.020, memory: 5812, loss_cls: 8.1297, loss: 8.1297, grad_norm: 9.2824 2020-10-25 05:21:34,946 - mmaction - INFO - Epoch [84][400/1147] lr: 1.000e-04, eta: 6:56:35, time: 1.264, data_time: 0.009, memory: 5812, loss_cls: 8.4024, loss: 8.4024, grad_norm: 9.3557 2020-10-25 05:22:01,069 - mmaction - INFO - Epoch [84][420/1147] lr: 1.000e-04, eta: 6:56:09, time: 1.306, data_time: 0.002, memory: 5812, loss_cls: 8.2635, loss: 8.2635, grad_norm: 9.3527 2020-10-25 05:22:26,759 - mmaction - INFO - Epoch [84][440/1147] lr: 1.000e-04, eta: 6:55:42, time: 1.280, data_time: 0.008, memory: 5812, loss_cls: 8.2793, loss: 8.2793, grad_norm: 9.2835 2020-10-25 05:22:53,088 - mmaction - INFO - Epoch [84][460/1147] lr: 1.000e-04, eta: 6:55:16, time: 1.319, data_time: 0.009, memory: 5812, loss_cls: 8.0443, loss: 8.0443, grad_norm: 9.1383 2020-10-25 05:23:18,822 - mmaction - INFO - Epoch [84][480/1147] lr: 1.000e-04, eta: 6:54:50, time: 1.289, data_time: 0.005, memory: 5812, loss_cls: 8.4298, loss: 8.4298, grad_norm: 9.4204 2020-10-25 05:23:44,021 - mmaction - INFO - Epoch [84][500/1147] lr: 1.000e-04, eta: 6:54:23, time: 1.259, data_time: 0.002, memory: 5812, loss_cls: 8.1445, loss: 8.1445, grad_norm: 9.0840 2020-10-25 05:24:09,853 - mmaction - INFO - Epoch [84][520/1147] lr: 1.000e-04, eta: 6:53:57, time: 1.292, data_time: 0.004, memory: 5812, loss_cls: 8.2365, loss: 8.2365, grad_norm: 9.2584 2020-10-25 05:24:36,019 - mmaction - INFO - Epoch [84][540/1147] lr: 1.000e-04, eta: 6:53:31, time: 1.305, data_time: 0.003, memory: 5812, loss_cls: 8.2452, loss: 8.2452, grad_norm: 9.2995 2020-10-25 05:25:02,170 - mmaction - INFO - Epoch [84][560/1147] lr: 1.000e-04, eta: 6:53:05, time: 1.311, data_time: 0.045, memory: 5812, loss_cls: 8.1515, loss: 8.1515, grad_norm: 9.2181 2020-10-25 05:25:27,620 - mmaction - INFO - Epoch [84][580/1147] lr: 1.000e-04, eta: 6:52:38, time: 1.270, data_time: 0.042, memory: 5812, loss_cls: 8.0155, loss: 8.0155, grad_norm: 9.0600 2020-10-25 05:25:53,414 - mmaction - INFO - Epoch [84][600/1147] lr: 1.000e-04, eta: 6:52:12, time: 1.289, data_time: 0.016, memory: 5812, loss_cls: 8.1009, loss: 8.1009, grad_norm: 9.0758 2020-10-25 05:26:20,084 - mmaction - INFO - Epoch [84][620/1147] lr: 1.000e-04, eta: 6:51:46, time: 1.336, data_time: 0.007, memory: 5812, loss_cls: 8.2379, loss: 8.2379, grad_norm: 9.3652 2020-10-25 05:26:45,123 - mmaction - INFO - Epoch [84][640/1147] lr: 1.000e-04, eta: 6:51:20, time: 1.246, data_time: 0.005, memory: 5812, loss_cls: 8.1775, loss: 8.1775, grad_norm: 9.1435 2020-10-25 05:27:11,464 - mmaction - INFO - Epoch [84][660/1147] lr: 1.000e-04, eta: 6:50:54, time: 1.322, data_time: 0.009, memory: 5812, loss_cls: 8.1155, loss: 8.1155, grad_norm: 9.1889 2020-10-25 05:27:37,316 - mmaction - INFO - Epoch [84][680/1147] lr: 1.000e-04, eta: 6:50:27, time: 1.290, data_time: 0.011, memory: 5812, loss_cls: 8.0271, loss: 8.0271, grad_norm: 9.1476 2020-10-25 05:28:02,643 - mmaction - INFO - Epoch [84][700/1147] lr: 1.000e-04, eta: 6:50:01, time: 1.267, data_time: 0.006, memory: 5812, loss_cls: 8.1141, loss: 8.1141, grad_norm: 9.4331 2020-10-25 05:28:29,018 - mmaction - INFO - Epoch [84][720/1147] lr: 1.000e-04, eta: 6:49:35, time: 1.318, data_time: 0.010, memory: 5812, loss_cls: 8.1837, loss: 8.1837, grad_norm: 9.3941 2020-10-25 05:28:55,469 - mmaction - INFO - Epoch [84][740/1147] lr: 1.000e-04, eta: 6:49:09, time: 1.317, data_time: 0.010, memory: 5812, loss_cls: 8.3377, loss: 8.3377, grad_norm: 9.3767 2020-10-25 05:29:21,047 - mmaction - INFO - Epoch [84][760/1147] lr: 1.000e-04, eta: 6:48:42, time: 1.288, data_time: 0.013, memory: 5812, loss_cls: 8.0713, loss: 8.0713, grad_norm: 9.1218 2020-10-25 05:29:47,289 - mmaction - INFO - Epoch [84][780/1147] lr: 1.000e-04, eta: 6:48:16, time: 1.310, data_time: 0.003, memory: 5812, loss_cls: 8.0230, loss: 8.0230, grad_norm: 9.2694 2020-10-25 05:30:13,667 - mmaction - INFO - Epoch [84][800/1147] lr: 1.000e-04, eta: 6:47:50, time: 1.309, data_time: 0.010, memory: 5812, loss_cls: 7.9678, loss: 7.9678, grad_norm: 9.3609 2020-10-25 05:30:39,358 - mmaction - INFO - Epoch [84][820/1147] lr: 1.000e-04, eta: 6:47:24, time: 1.297, data_time: 0.015, memory: 5812, loss_cls: 8.1235, loss: 8.1235, grad_norm: 9.4580 2020-10-25 05:31:05,319 - mmaction - INFO - Epoch [84][840/1147] lr: 1.000e-04, eta: 6:46:58, time: 1.298, data_time: 0.006, memory: 5812, loss_cls: 8.1443, loss: 8.1443, grad_norm: 9.3480 2020-10-25 05:31:31,024 - mmaction - INFO - Epoch [84][860/1147] lr: 1.000e-04, eta: 6:46:31, time: 1.278, data_time: 0.003, memory: 5812, loss_cls: 8.2333, loss: 8.2333, grad_norm: 9.4493 2020-10-25 05:31:57,415 - mmaction - INFO - Epoch [84][880/1147] lr: 1.000e-04, eta: 6:46:05, time: 1.323, data_time: 0.010, memory: 5812, loss_cls: 8.0995, loss: 8.0995, grad_norm: 9.3246 2020-10-25 05:32:23,022 - mmaction - INFO - Epoch [84][900/1147] lr: 1.000e-04, eta: 6:45:39, time: 1.280, data_time: 0.008, memory: 5812, loss_cls: 8.2488, loss: 8.2488, grad_norm: 9.2743 2020-10-25 05:32:49,007 - mmaction - INFO - Epoch [84][920/1147] lr: 1.000e-04, eta: 6:45:13, time: 1.296, data_time: 0.011, memory: 5812, loss_cls: 8.0515, loss: 8.0515, grad_norm: 9.1763 2020-10-25 05:33:14,600 - mmaction - INFO - Epoch [84][940/1147] lr: 1.000e-04, eta: 6:44:46, time: 1.283, data_time: 0.011, memory: 5812, loss_cls: 8.2332, loss: 8.2332, grad_norm: 9.3747 2020-10-25 05:33:40,332 - mmaction - INFO - Epoch [84][960/1147] lr: 1.000e-04, eta: 6:44:20, time: 1.287, data_time: 0.007, memory: 5812, loss_cls: 8.0717, loss: 8.0717, grad_norm: 9.0226 2020-10-25 05:34:05,983 - mmaction - INFO - Epoch [84][980/1147] lr: 1.000e-04, eta: 6:43:54, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 8.2811, loss: 8.2811, grad_norm: 9.3588 2020-10-25 05:34:31,922 - mmaction - INFO - Epoch [84][1000/1147] lr: 1.000e-04, eta: 6:43:28, time: 1.295, data_time: 0.004, memory: 5812, loss_cls: 8.0203, loss: 8.0203, grad_norm: 9.2502 2020-10-25 05:34:57,443 - mmaction - INFO - Epoch [84][1020/1147] lr: 1.000e-04, eta: 6:43:01, time: 1.270, data_time: 0.005, memory: 5812, loss_cls: 8.0672, loss: 8.0672, grad_norm: 9.1814 2020-10-25 05:35:22,897 - mmaction - INFO - Epoch [84][1040/1147] lr: 1.000e-04, eta: 6:42:35, time: 1.279, data_time: 0.011, memory: 5812, loss_cls: 8.0821, loss: 8.0821, grad_norm: 9.1992 2020-10-25 05:35:48,718 - mmaction - INFO - Epoch [84][1060/1147] lr: 1.000e-04, eta: 6:42:09, time: 1.293, data_time: 0.003, memory: 5812, loss_cls: 8.0851, loss: 8.0851, grad_norm: 9.2087 2020-10-25 05:36:14,802 - mmaction - INFO - Epoch [84][1080/1147] lr: 1.000e-04, eta: 6:41:43, time: 1.304, data_time: 0.002, memory: 5812, loss_cls: 8.2413, loss: 8.2413, grad_norm: 9.2574 2020-10-25 05:36:40,751 - mmaction - INFO - Epoch [84][1100/1147] lr: 1.000e-04, eta: 6:41:16, time: 1.293, data_time: 0.003, memory: 5812, loss_cls: 8.3237, loss: 8.3237, grad_norm: 9.3685 2020-10-25 05:37:06,913 - mmaction - INFO - Epoch [84][1120/1147] lr: 1.000e-04, eta: 6:40:50, time: 1.302, data_time: 0.006, memory: 5812, loss_cls: 8.0627, loss: 8.0627, grad_norm: 9.1960 2020-10-25 05:37:32,651 - mmaction - INFO - Epoch [84][1140/1147] lr: 1.000e-04, eta: 6:40:24, time: 1.293, data_time: 0.012, memory: 5812, loss_cls: 8.2415, loss: 8.2415, grad_norm: 9.3192 2020-10-25 05:38:18,513 - mmaction - INFO - Epoch [85][20/1147] lr: 1.000e-04, eta: 6:39:49, time: 1.905, data_time: 1.428, memory: 5812, loss_cls: 8.3076, loss: 8.3076, grad_norm: 9.2305 2020-10-25 05:38:46,862 - mmaction - INFO - Epoch [85][40/1147] lr: 1.000e-04, eta: 6:39:23, time: 1.419, data_time: 0.618, memory: 5812, loss_cls: 8.2983, loss: 8.2983, grad_norm: 9.1370 2020-10-25 05:39:13,178 - mmaction - INFO - Epoch [85][60/1147] lr: 1.000e-04, eta: 6:38:57, time: 1.317, data_time: 0.565, memory: 5812, loss_cls: 8.2584, loss: 8.2584, grad_norm: 9.1155 2020-10-25 05:39:39,388 - mmaction - INFO - Epoch [85][80/1147] lr: 1.000e-04, eta: 6:38:31, time: 1.306, data_time: 0.628, memory: 5812, loss_cls: 7.9904, loss: 7.9904, grad_norm: 9.0536 2020-10-25 05:40:05,665 - mmaction - INFO - Epoch [85][100/1147] lr: 1.000e-04, eta: 6:38:05, time: 1.318, data_time: 0.686, memory: 5812, loss_cls: 7.8775, loss: 7.8775, grad_norm: 9.1254 2020-10-25 05:40:32,478 - mmaction - INFO - Epoch [85][120/1147] lr: 1.000e-04, eta: 6:37:39, time: 1.339, data_time: 0.708, memory: 5812, loss_cls: 8.1524, loss: 8.1524, grad_norm: 9.3160 2020-10-25 05:40:58,235 - mmaction - INFO - Epoch [85][140/1147] lr: 1.000e-04, eta: 6:37:13, time: 1.289, data_time: 0.658, memory: 5812, loss_cls: 8.1574, loss: 8.1574, grad_norm: 9.2354 2020-10-25 05:41:23,469 - mmaction - INFO - Epoch [85][160/1147] lr: 1.000e-04, eta: 6:36:46, time: 1.263, data_time: 0.668, memory: 5812, loss_cls: 8.0484, loss: 8.0484, grad_norm: 9.2408 2020-10-25 05:41:48,057 - mmaction - INFO - Epoch [85][180/1147] lr: 1.000e-04, eta: 6:36:20, time: 1.229, data_time: 0.615, memory: 5812, loss_cls: 8.2480, loss: 8.2480, grad_norm: 9.4195 2020-10-25 05:42:13,178 - mmaction - INFO - Epoch [85][200/1147] lr: 1.000e-04, eta: 6:35:53, time: 1.256, data_time: 0.638, memory: 5812, loss_cls: 8.2676, loss: 8.2676, grad_norm: 9.2827 2020-10-25 05:42:39,591 - mmaction - INFO - Epoch [85][220/1147] lr: 1.000e-04, eta: 6:35:27, time: 1.319, data_time: 0.695, memory: 5812, loss_cls: 8.1155, loss: 8.1155, grad_norm: 9.4490 2020-10-25 05:43:05,128 - mmaction - INFO - Epoch [85][240/1147] lr: 1.000e-04, eta: 6:35:01, time: 1.278, data_time: 0.669, memory: 5812, loss_cls: 8.0551, loss: 8.0551, grad_norm: 9.4041 2020-10-25 05:43:30,623 - mmaction - INFO - Epoch [85][260/1147] lr: 1.000e-04, eta: 6:34:35, time: 1.275, data_time: 0.634, memory: 5812, loss_cls: 8.2510, loss: 8.2510, grad_norm: 9.4356 2020-10-25 05:43:55,335 - mmaction - INFO - Epoch [85][280/1147] lr: 1.000e-04, eta: 6:34:08, time: 1.236, data_time: 0.610, memory: 5812, loss_cls: 8.0679, loss: 8.0679, grad_norm: 9.3030 2020-10-25 05:44:19,745 - mmaction - INFO - Epoch [85][300/1147] lr: 1.000e-04, eta: 6:33:42, time: 1.219, data_time: 0.592, memory: 5812, loss_cls: 8.0862, loss: 8.0862, grad_norm: 9.2510 2020-10-25 05:44:45,130 - mmaction - INFO - Epoch [85][320/1147] lr: 1.000e-04, eta: 6:33:15, time: 1.270, data_time: 0.605, memory: 5812, loss_cls: 8.2237, loss: 8.2237, grad_norm: 9.3253 2020-10-25 05:45:11,216 - mmaction - INFO - Epoch [85][340/1147] lr: 1.000e-04, eta: 6:32:49, time: 1.304, data_time: 0.686, memory: 5812, loss_cls: 8.0075, loss: 8.0075, grad_norm: 9.3602 2020-10-25 05:45:37,524 - mmaction - INFO - Epoch [85][360/1147] lr: 1.000e-04, eta: 6:32:23, time: 1.316, data_time: 0.664, memory: 5812, loss_cls: 8.2582, loss: 8.2582, grad_norm: 9.3008 2020-10-25 05:46:03,781 - mmaction - INFO - Epoch [85][380/1147] lr: 1.000e-04, eta: 6:31:57, time: 1.308, data_time: 0.664, memory: 5812, loss_cls: 8.1258, loss: 8.1258, grad_norm: 9.2350 2020-10-25 05:46:28,792 - mmaction - INFO - Epoch [85][400/1147] lr: 1.000e-04, eta: 6:31:30, time: 1.255, data_time: 0.638, memory: 5812, loss_cls: 8.3120, loss: 8.3120, grad_norm: 9.2728 2020-10-25 05:46:55,044 - mmaction - INFO - Epoch [85][420/1147] lr: 1.000e-04, eta: 6:31:04, time: 1.304, data_time: 0.689, memory: 5812, loss_cls: 8.3267, loss: 8.3267, grad_norm: 9.4491 2020-10-25 05:47:20,754 - mmaction - INFO - Epoch [85][440/1147] lr: 1.000e-04, eta: 6:30:38, time: 1.292, data_time: 0.668, memory: 5812, loss_cls: 8.0113, loss: 8.0113, grad_norm: 9.0944 2020-10-25 05:47:46,675 - mmaction - INFO - Epoch [85][460/1147] lr: 1.000e-04, eta: 6:30:12, time: 1.288, data_time: 0.649, memory: 5812, loss_cls: 8.0964, loss: 8.0964, grad_norm: 9.2683 2020-10-25 05:48:12,527 - mmaction - INFO - Epoch [85][480/1147] lr: 1.000e-04, eta: 6:29:46, time: 1.298, data_time: 0.682, memory: 5812, loss_cls: 8.1987, loss: 8.1987, grad_norm: 9.2527 2020-10-25 05:48:38,238 - mmaction - INFO - Epoch [85][500/1147] lr: 1.000e-04, eta: 6:29:19, time: 1.284, data_time: 0.665, memory: 5812, loss_cls: 8.0463, loss: 8.0463, grad_norm: 9.3775 2020-10-25 05:49:04,197 - mmaction - INFO - Epoch [85][520/1147] lr: 1.000e-04, eta: 6:28:53, time: 1.303, data_time: 0.676, memory: 5812, loss_cls: 8.2489, loss: 8.2489, grad_norm: 9.3359 2020-10-25 05:49:30,088 - mmaction - INFO - Epoch [85][540/1147] lr: 1.000e-04, eta: 6:28:27, time: 1.285, data_time: 0.671, memory: 5812, loss_cls: 8.2371, loss: 8.2371, grad_norm: 9.3123 2020-10-25 05:49:55,796 - mmaction - INFO - Epoch [85][560/1147] lr: 1.000e-04, eta: 6:28:01, time: 1.291, data_time: 0.685, memory: 5812, loss_cls: 8.3483, loss: 8.3483, grad_norm: 9.3333 2020-10-25 05:50:21,556 - mmaction - INFO - Epoch [85][580/1147] lr: 1.000e-04, eta: 6:27:34, time: 1.292, data_time: 0.678, memory: 5812, loss_cls: 7.9692, loss: 7.9692, grad_norm: 9.2249 2020-10-25 05:50:48,238 - mmaction - INFO - Epoch [85][600/1147] lr: 1.000e-04, eta: 6:27:08, time: 1.318, data_time: 0.674, memory: 5812, loss_cls: 8.0632, loss: 8.0632, grad_norm: 9.2016 2020-10-25 05:51:13,516 - mmaction - INFO - Epoch [85][620/1147] lr: 1.000e-04, eta: 6:26:42, time: 1.272, data_time: 0.658, memory: 5812, loss_cls: 8.1415, loss: 8.1415, grad_norm: 9.2628 2020-10-25 05:51:39,771 - mmaction - INFO - Epoch [85][640/1147] lr: 1.000e-04, eta: 6:26:16, time: 1.313, data_time: 0.699, memory: 5812, loss_cls: 8.0868, loss: 8.0868, grad_norm: 9.1879 2020-10-25 05:52:05,188 - mmaction - INFO - Epoch [85][660/1147] lr: 1.000e-04, eta: 6:25:49, time: 1.277, data_time: 0.654, memory: 5812, loss_cls: 8.0817, loss: 8.0817, grad_norm: 9.2312 2020-10-25 05:52:31,079 - mmaction - INFO - Epoch [85][680/1147] lr: 1.000e-04, eta: 6:25:23, time: 1.289, data_time: 0.675, memory: 5812, loss_cls: 8.1923, loss: 8.1923, grad_norm: 9.4419 2020-10-25 05:52:56,873 - mmaction - INFO - Epoch [85][700/1147] lr: 1.000e-04, eta: 6:24:57, time: 1.296, data_time: 0.678, memory: 5812, loss_cls: 8.1929, loss: 8.1929, grad_norm: 9.3203 2020-10-25 05:53:22,481 - mmaction - INFO - Epoch [85][720/1147] lr: 1.000e-04, eta: 6:24:31, time: 1.278, data_time: 0.700, memory: 5812, loss_cls: 8.2472, loss: 8.2472, grad_norm: 9.3010 2020-10-25 05:53:48,326 - mmaction - INFO - Epoch [85][740/1147] lr: 1.000e-04, eta: 6:24:04, time: 1.292, data_time: 0.658, memory: 5812, loss_cls: 8.1376, loss: 8.1376, grad_norm: 9.2412 2020-10-25 05:54:14,435 - mmaction - INFO - Epoch [85][760/1147] lr: 1.000e-04, eta: 6:23:38, time: 1.307, data_time: 0.677, memory: 5812, loss_cls: 8.0880, loss: 8.0880, grad_norm: 9.1118 2020-10-25 05:54:39,861 - mmaction - INFO - Epoch [85][780/1147] lr: 1.000e-04, eta: 6:23:12, time: 1.270, data_time: 0.650, memory: 5812, loss_cls: 8.2281, loss: 8.2281, grad_norm: 9.2343 2020-10-25 05:55:05,980 - mmaction - INFO - Epoch [85][800/1147] lr: 1.000e-04, eta: 6:22:46, time: 1.304, data_time: 0.676, memory: 5812, loss_cls: 8.1906, loss: 8.1906, grad_norm: 9.3300 2020-10-25 05:55:31,889 - mmaction - INFO - Epoch [85][820/1147] lr: 1.000e-04, eta: 6:22:20, time: 1.296, data_time: 0.697, memory: 5812, loss_cls: 8.0445, loss: 8.0445, grad_norm: 9.1911 2020-10-25 05:55:56,781 - mmaction - INFO - Epoch [85][840/1147] lr: 1.000e-04, eta: 6:21:53, time: 1.244, data_time: 0.649, memory: 5812, loss_cls: 8.3070, loss: 8.3070, grad_norm: 9.5374 2020-10-25 05:56:22,259 - mmaction - INFO - Epoch [85][860/1147] lr: 1.000e-04, eta: 6:21:27, time: 1.278, data_time: 0.664, memory: 5812, loss_cls: 8.3208, loss: 8.3208, grad_norm: 9.3427 2020-10-25 05:56:48,283 - mmaction - INFO - Epoch [85][880/1147] lr: 1.000e-04, eta: 6:21:01, time: 1.293, data_time: 0.677, memory: 5812, loss_cls: 8.2856, loss: 8.2856, grad_norm: 9.4424 2020-10-25 05:57:13,678 - mmaction - INFO - Epoch [85][900/1147] lr: 1.000e-04, eta: 6:20:34, time: 1.270, data_time: 0.662, memory: 5812, loss_cls: 8.3360, loss: 8.3360, grad_norm: 9.3612 2020-10-25 05:57:39,495 - mmaction - INFO - Epoch [85][920/1147] lr: 1.000e-04, eta: 6:20:08, time: 1.300, data_time: 0.693, memory: 5812, loss_cls: 8.3111, loss: 8.3111, grad_norm: 9.4176 2020-10-25 05:58:05,278 - mmaction - INFO - Epoch [85][940/1147] lr: 1.000e-04, eta: 6:19:42, time: 1.290, data_time: 0.654, memory: 5812, loss_cls: 8.0222, loss: 8.0222, grad_norm: 9.2651 2020-10-25 05:58:30,977 - mmaction - INFO - Epoch [85][960/1147] lr: 1.000e-04, eta: 6:19:15, time: 1.280, data_time: 0.659, memory: 5812, loss_cls: 8.1799, loss: 8.1799, grad_norm: 9.2989 2020-10-25 05:58:56,671 - mmaction - INFO - Epoch [85][980/1147] lr: 1.000e-04, eta: 6:18:49, time: 1.285, data_time: 0.659, memory: 5812, loss_cls: 7.9309, loss: 7.9309, grad_norm: 9.1007 2020-10-25 05:59:22,511 - mmaction - INFO - Epoch [85][1000/1147] lr: 1.000e-04, eta: 6:18:23, time: 1.285, data_time: 0.705, memory: 5812, loss_cls: 8.1256, loss: 8.1256, grad_norm: 9.3125 2020-10-25 05:59:48,739 - mmaction - INFO - Epoch [85][1020/1147] lr: 1.000e-04, eta: 6:17:57, time: 1.321, data_time: 0.691, memory: 5812, loss_cls: 8.2184, loss: 8.2184, grad_norm: 9.2041 2020-10-25 06:00:14,804 - mmaction - INFO - Epoch [85][1040/1147] lr: 1.000e-04, eta: 6:17:31, time: 1.295, data_time: 0.680, memory: 5812, loss_cls: 8.1206, loss: 8.1206, grad_norm: 9.1664 2020-10-25 06:01:23,042 - mmaction - INFO - Epoch [85][1060/1147] lr: 1.000e-04, eta: 6:17:13, time: 3.421, data_time: 0.522, memory: 5812, loss_cls: 8.0924, loss: 8.0924, grad_norm: 9.2323 2020-10-25 06:01:49,250 - mmaction - INFO - Epoch [85][1080/1147] lr: 1.000e-04, eta: 6:16:47, time: 1.308, data_time: 0.823, memory: 5812, loss_cls: 8.0928, loss: 8.0928, grad_norm: 9.2298 2020-10-25 06:02:15,637 - mmaction - INFO - Epoch [85][1100/1147] lr: 1.000e-04, eta: 6:16:21, time: 1.320, data_time: 0.663, memory: 5812, loss_cls: 8.1417, loss: 8.1417, grad_norm: 9.3275 2020-10-25 06:02:41,420 - mmaction - INFO - Epoch [85][1120/1147] lr: 1.000e-04, eta: 6:15:54, time: 1.291, data_time: 0.626, memory: 5812, loss_cls: 7.9248, loss: 7.9248, grad_norm: 9.2352 2020-10-25 06:03:07,111 - mmaction - INFO - Epoch [85][1140/1147] lr: 1.000e-04, eta: 6:15:28, time: 1.276, data_time: 0.647, memory: 5812, loss_cls: 8.1554, loss: 8.1554, grad_norm: 9.4170 2020-10-25 06:03:15,656 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-10-25 06:05:20,712 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 06:05:21,242 - mmaction - INFO - mean_average_precision 0.4521 2020-10-25 06:05:21,257 - mmaction - INFO - Epoch(val) [85][1147] mean_average_precision: 0.4521 2020-10-25 06:05:57,926 - mmaction - INFO - Epoch [86][20/1147] lr: 1.000e-04, eta: 6:14:53, time: 1.833, data_time: 1.001, memory: 5812, loss_cls: 8.0245, loss: 8.0245, grad_norm: 9.1404 2020-10-25 06:06:26,344 - mmaction - INFO - Epoch [86][40/1147] lr: 1.000e-04, eta: 6:14:27, time: 1.418, data_time: 0.476, memory: 5812, loss_cls: 8.1554, loss: 8.1554, grad_norm: 9.3227 2020-10-25 06:06:53,208 - mmaction - INFO - Epoch [86][60/1147] lr: 1.000e-04, eta: 6:14:01, time: 1.342, data_time: 0.321, memory: 5812, loss_cls: 8.0069, loss: 8.0069, grad_norm: 9.3570 2020-10-25 06:07:19,676 - mmaction - INFO - Epoch [86][80/1147] lr: 1.000e-04, eta: 6:13:35, time: 1.327, data_time: 0.069, memory: 5812, loss_cls: 8.0836, loss: 8.0836, grad_norm: 9.2706 2020-10-25 06:07:45,430 - mmaction - INFO - Epoch [86][100/1147] lr: 1.000e-04, eta: 6:13:09, time: 1.285, data_time: 0.044, memory: 5812, loss_cls: 8.1281, loss: 8.1281, grad_norm: 9.2653 2020-10-25 06:08:11,620 - mmaction - INFO - Epoch [86][120/1147] lr: 1.000e-04, eta: 6:12:43, time: 1.307, data_time: 0.291, memory: 5812, loss_cls: 8.0568, loss: 8.0568, grad_norm: 9.1432 2020-10-25 06:08:37,530 - mmaction - INFO - Epoch [86][140/1147] lr: 1.000e-04, eta: 6:12:16, time: 1.294, data_time: 0.178, memory: 5812, loss_cls: 8.0772, loss: 8.0772, grad_norm: 9.3535 2020-10-25 06:09:03,457 - mmaction - INFO - Epoch [86][160/1147] lr: 1.000e-04, eta: 6:11:50, time: 1.303, data_time: 0.245, memory: 5812, loss_cls: 8.3666, loss: 8.3666, grad_norm: 9.4527 2020-10-25 06:09:29,135 - mmaction - INFO - Epoch [86][180/1147] lr: 1.000e-04, eta: 6:11:24, time: 1.278, data_time: 0.008, memory: 5812, loss_cls: 8.0512, loss: 8.0512, grad_norm: 9.3087 2020-10-25 06:09:55,383 - mmaction - INFO - Epoch [86][200/1147] lr: 1.000e-04, eta: 6:10:58, time: 1.308, data_time: 0.085, memory: 5812, loss_cls: 7.9308, loss: 7.9308, grad_norm: 9.2165 2020-10-25 06:10:20,842 - mmaction - INFO - Epoch [86][220/1147] lr: 1.000e-04, eta: 6:10:31, time: 1.280, data_time: 0.013, memory: 5812, loss_cls: 8.1601, loss: 8.1601, grad_norm: 9.2788 2020-10-25 06:10:46,536 - mmaction - INFO - Epoch [86][240/1147] lr: 1.000e-04, eta: 6:10:05, time: 1.288, data_time: 0.011, memory: 5812, loss_cls: 8.1209, loss: 8.1209, grad_norm: 9.2856 2020-10-25 06:11:12,394 - mmaction - INFO - Epoch [86][260/1147] lr: 1.000e-04, eta: 6:09:39, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 8.1982, loss: 8.1982, grad_norm: 9.4175 2020-10-25 06:11:38,488 - mmaction - INFO - Epoch [86][280/1147] lr: 1.000e-04, eta: 6:09:13, time: 1.306, data_time: 0.010, memory: 5812, loss_cls: 8.0908, loss: 8.0908, grad_norm: 9.2077 2020-10-25 06:12:04,268 - mmaction - INFO - Epoch [86][300/1147] lr: 1.000e-04, eta: 6:08:46, time: 1.285, data_time: 0.004, memory: 5812, loss_cls: 8.1177, loss: 8.1177, grad_norm: 9.2660 2020-10-25 06:12:30,028 - mmaction - INFO - Epoch [86][320/1147] lr: 1.000e-04, eta: 6:08:20, time: 1.293, data_time: 0.009, memory: 5812, loss_cls: 8.1786, loss: 8.1786, grad_norm: 9.3704 2020-10-25 06:12:55,691 - mmaction - INFO - Epoch [86][340/1147] lr: 1.000e-04, eta: 6:07:54, time: 1.280, data_time: 0.042, memory: 5812, loss_cls: 8.1715, loss: 8.1715, grad_norm: 9.4860 2020-10-25 06:13:21,484 - mmaction - INFO - Epoch [86][360/1147] lr: 1.000e-04, eta: 6:07:28, time: 1.292, data_time: 0.055, memory: 5812, loss_cls: 8.0208, loss: 8.0208, grad_norm: 9.1825 2020-10-25 06:13:47,054 - mmaction - INFO - Epoch [86][380/1147] lr: 1.000e-04, eta: 6:07:01, time: 1.277, data_time: 0.030, memory: 5812, loss_cls: 8.0414, loss: 8.0414, grad_norm: 9.2483 2020-10-25 06:14:12,829 - mmaction - INFO - Epoch [86][400/1147] lr: 1.000e-04, eta: 6:06:35, time: 1.290, data_time: 0.008, memory: 5812, loss_cls: 8.0767, loss: 8.0767, grad_norm: 9.1481 2020-10-25 06:14:39,471 - mmaction - INFO - Epoch [86][420/1147] lr: 1.000e-04, eta: 6:06:09, time: 1.334, data_time: 0.004, memory: 5812, loss_cls: 8.1511, loss: 8.1511, grad_norm: 9.4158 2020-10-25 06:15:04,974 - mmaction - INFO - Epoch [86][440/1147] lr: 1.000e-04, eta: 6:05:43, time: 1.271, data_time: 0.001, memory: 5812, loss_cls: 8.0721, loss: 8.0721, grad_norm: 9.3370 2020-10-25 06:15:30,712 - mmaction - INFO - Epoch [86][460/1147] lr: 1.000e-04, eta: 6:05:16, time: 1.282, data_time: 0.006, memory: 5812, loss_cls: 8.0835, loss: 8.0835, grad_norm: 9.3884 2020-10-25 06:15:56,301 - mmaction - INFO - Epoch [86][480/1147] lr: 1.000e-04, eta: 6:04:50, time: 1.286, data_time: 0.013, memory: 5812, loss_cls: 8.1146, loss: 8.1146, grad_norm: 9.4790 2020-10-25 06:16:21,376 - mmaction - INFO - Epoch [86][500/1147] lr: 1.000e-04, eta: 6:04:24, time: 1.250, data_time: 0.004, memory: 5812, loss_cls: 8.1409, loss: 8.1409, grad_norm: 9.2669 2020-10-25 06:16:46,959 - mmaction - INFO - Epoch [86][520/1147] lr: 1.000e-04, eta: 6:03:57, time: 1.280, data_time: 0.010, memory: 5812, loss_cls: 8.2554, loss: 8.2554, grad_norm: 9.3360 2020-10-25 06:17:12,683 - mmaction - INFO - Epoch [86][540/1147] lr: 1.000e-04, eta: 6:03:31, time: 1.287, data_time: 0.007, memory: 5812, loss_cls: 8.2343, loss: 8.2343, grad_norm: 9.3218 2020-10-25 06:17:38,386 - mmaction - INFO - Epoch [86][560/1147] lr: 1.000e-04, eta: 6:03:05, time: 1.286, data_time: 0.006, memory: 5812, loss_cls: 8.2156, loss: 8.2156, grad_norm: 9.3801 2020-10-25 06:18:04,173 - mmaction - INFO - Epoch [86][580/1147] lr: 1.000e-04, eta: 6:02:39, time: 1.290, data_time: 0.007, memory: 5812, loss_cls: 8.1005, loss: 8.1005, grad_norm: 9.2638 2020-10-25 06:18:29,856 - mmaction - INFO - Epoch [86][600/1147] lr: 1.000e-04, eta: 6:02:12, time: 1.280, data_time: 0.005, memory: 5812, loss_cls: 8.2080, loss: 8.2080, grad_norm: 9.1923 2020-10-25 06:18:54,873 - mmaction - INFO - Epoch [86][620/1147] lr: 1.000e-04, eta: 6:01:46, time: 1.254, data_time: 0.007, memory: 5812, loss_cls: 8.0642, loss: 8.0642, grad_norm: 9.3031 2020-10-25 06:19:20,934 - mmaction - INFO - Epoch [86][640/1147] lr: 1.000e-04, eta: 6:01:20, time: 1.305, data_time: 0.006, memory: 5812, loss_cls: 8.2677, loss: 8.2677, grad_norm: 9.3646 2020-10-25 06:19:46,455 - mmaction - INFO - Epoch [86][660/1147] lr: 1.000e-04, eta: 6:00:54, time: 1.275, data_time: 0.004, memory: 5812, loss_cls: 8.2073, loss: 8.2073, grad_norm: 9.2664 2020-10-25 06:20:12,726 - mmaction - INFO - Epoch [86][680/1147] lr: 1.000e-04, eta: 6:00:27, time: 1.311, data_time: 0.004, memory: 5812, loss_cls: 8.4419, loss: 8.4419, grad_norm: 9.4897 2020-10-25 06:20:38,467 - mmaction - INFO - Epoch [86][700/1147] lr: 1.000e-04, eta: 6:00:01, time: 1.290, data_time: 0.006, memory: 5812, loss_cls: 8.2492, loss: 8.2492, grad_norm: 9.2745 2020-10-25 06:21:03,403 - mmaction - INFO - Epoch [86][720/1147] lr: 1.000e-04, eta: 5:59:35, time: 1.246, data_time: 0.003, memory: 5812, loss_cls: 8.0991, loss: 8.0991, grad_norm: 9.2768 2020-10-25 06:21:29,025 - mmaction - INFO - Epoch [86][740/1147] lr: 1.000e-04, eta: 5:59:08, time: 1.278, data_time: 0.252, memory: 5812, loss_cls: 8.1262, loss: 8.1262, grad_norm: 9.1598 2020-10-25 06:21:54,966 - mmaction - INFO - Epoch [86][760/1147] lr: 1.000e-04, eta: 5:58:42, time: 1.301, data_time: 0.673, memory: 5812, loss_cls: 8.2667, loss: 8.2667, grad_norm: 9.3763 2020-10-25 06:22:21,369 - mmaction - INFO - Epoch [86][780/1147] lr: 1.000e-04, eta: 5:58:16, time: 1.317, data_time: 0.687, memory: 5812, loss_cls: 8.1431, loss: 8.1431, grad_norm: 9.2026 2020-10-25 06:22:47,701 - mmaction - INFO - Epoch [86][800/1147] lr: 1.000e-04, eta: 5:57:50, time: 1.321, data_time: 0.679, memory: 5812, loss_cls: 8.4233, loss: 8.4233, grad_norm: 9.4684 2020-10-25 06:23:13,057 - mmaction - INFO - Epoch [86][820/1147] lr: 1.000e-04, eta: 5:57:24, time: 1.264, data_time: 0.644, memory: 5812, loss_cls: 8.1011, loss: 8.1011, grad_norm: 9.2158 2020-10-25 06:23:38,515 - mmaction - INFO - Epoch [86][840/1147] lr: 1.000e-04, eta: 5:56:57, time: 1.272, data_time: 0.649, memory: 5812, loss_cls: 8.1503, loss: 8.1503, grad_norm: 9.3416 2020-10-25 06:24:04,476 - mmaction - INFO - Epoch [86][860/1147] lr: 1.000e-04, eta: 5:56:31, time: 1.299, data_time: 0.671, memory: 5812, loss_cls: 8.1556, loss: 8.1556, grad_norm: 9.2934 2020-10-25 06:24:30,289 - mmaction - INFO - Epoch [86][880/1147] lr: 1.000e-04, eta: 5:56:05, time: 1.287, data_time: 0.661, memory: 5812, loss_cls: 8.3513, loss: 8.3513, grad_norm: 9.5176 2020-10-25 06:24:56,071 - mmaction - INFO - Epoch [86][900/1147] lr: 1.000e-04, eta: 5:55:39, time: 1.294, data_time: 0.660, memory: 5812, loss_cls: 8.0555, loss: 8.0555, grad_norm: 9.2256 2020-10-25 06:25:22,376 - mmaction - INFO - Epoch [86][920/1147] lr: 1.000e-04, eta: 5:55:12, time: 1.310, data_time: 0.671, memory: 5812, loss_cls: 8.2503, loss: 8.2503, grad_norm: 9.4739 2020-10-25 06:25:48,348 - mmaction - INFO - Epoch [86][940/1147] lr: 1.000e-04, eta: 5:54:46, time: 1.297, data_time: 0.670, memory: 5812, loss_cls: 8.0839, loss: 8.0839, grad_norm: 9.2637 2020-10-25 06:26:13,939 - mmaction - INFO - Epoch [86][960/1147] lr: 1.000e-04, eta: 5:54:20, time: 1.283, data_time: 0.664, memory: 5812, loss_cls: 8.1680, loss: 8.1680, grad_norm: 9.2806 2020-10-25 06:26:39,702 - mmaction - INFO - Epoch [86][980/1147] lr: 1.000e-04, eta: 5:53:54, time: 1.288, data_time: 0.679, memory: 5812, loss_cls: 8.0883, loss: 8.0883, grad_norm: 9.3547 2020-10-25 06:27:05,282 - mmaction - INFO - Epoch [86][1000/1147] lr: 1.000e-04, eta: 5:53:27, time: 1.285, data_time: 0.637, memory: 5812, loss_cls: 8.2105, loss: 8.2105, grad_norm: 9.3690 2020-10-25 06:27:31,515 - mmaction - INFO - Epoch [86][1020/1147] lr: 1.000e-04, eta: 5:53:01, time: 1.310, data_time: 0.671, memory: 5812, loss_cls: 8.1926, loss: 8.1926, grad_norm: 9.2088 2020-10-25 06:27:57,739 - mmaction - INFO - Epoch [86][1040/1147] lr: 1.000e-04, eta: 5:52:35, time: 1.308, data_time: 0.673, memory: 5812, loss_cls: 8.0353, loss: 8.0353, grad_norm: 9.4082 2020-10-25 06:28:23,286 - mmaction - INFO - Epoch [86][1060/1147] lr: 1.000e-04, eta: 5:52:09, time: 1.274, data_time: 0.663, memory: 5812, loss_cls: 8.2414, loss: 8.2414, grad_norm: 9.3961 2020-10-25 06:28:49,729 - mmaction - INFO - Epoch [86][1080/1147] lr: 1.000e-04, eta: 5:51:43, time: 1.321, data_time: 0.692, memory: 5812, loss_cls: 8.1351, loss: 8.1351, grad_norm: 9.3729 2020-10-25 06:29:15,268 - mmaction - INFO - Epoch [86][1100/1147] lr: 1.000e-04, eta: 5:51:16, time: 1.282, data_time: 0.653, memory: 5812, loss_cls: 8.1242, loss: 8.1242, grad_norm: 9.2734 2020-10-25 06:29:41,042 - mmaction - INFO - Epoch [86][1120/1147] lr: 1.000e-04, eta: 5:50:50, time: 1.292, data_time: 0.680, memory: 5812, loss_cls: 8.0689, loss: 8.0689, grad_norm: 9.3364 2020-10-25 06:30:06,560 - mmaction - INFO - Epoch [86][1140/1147] lr: 1.000e-04, eta: 5:50:24, time: 1.268, data_time: 0.655, memory: 5812, loss_cls: 8.1511, loss: 8.1511, grad_norm: 9.3093 2020-10-25 06:30:51,182 - mmaction - INFO - Epoch [87][20/1147] lr: 1.000e-04, eta: 5:49:49, time: 1.851, data_time: 1.214, memory: 5812, loss_cls: 8.1950, loss: 8.1950, grad_norm: 9.2335 2020-10-25 06:31:19,351 - mmaction - INFO - Epoch [87][40/1147] lr: 1.000e-04, eta: 5:49:23, time: 1.412, data_time: 0.145, memory: 5812, loss_cls: 8.2020, loss: 8.2020, grad_norm: 9.2852 2020-10-25 06:31:46,464 - mmaction - INFO - Epoch [87][60/1147] lr: 1.000e-04, eta: 5:48:57, time: 1.353, data_time: 0.002, memory: 5812, loss_cls: 8.0780, loss: 8.0780, grad_norm: 9.0906 2020-10-25 06:32:14,001 - mmaction - INFO - Epoch [87][80/1147] lr: 1.000e-04, eta: 5:48:31, time: 1.376, data_time: 0.008, memory: 5812, loss_cls: 8.1062, loss: 8.1062, grad_norm: 9.3047 2020-10-25 06:32:40,614 - mmaction - INFO - Epoch [87][100/1147] lr: 1.000e-04, eta: 5:48:05, time: 1.329, data_time: 0.006, memory: 5812, loss_cls: 8.1853, loss: 8.1853, grad_norm: 9.3506 2020-10-25 06:33:06,532 - mmaction - INFO - Epoch [87][120/1147] lr: 1.000e-04, eta: 5:47:39, time: 1.296, data_time: 0.006, memory: 5812, loss_cls: 8.1755, loss: 8.1755, grad_norm: 9.3910 2020-10-25 06:33:32,261 - mmaction - INFO - Epoch [87][140/1147] lr: 1.000e-04, eta: 5:47:12, time: 1.284, data_time: 0.006, memory: 5812, loss_cls: 8.0962, loss: 8.0962, grad_norm: 9.1993 2020-10-25 06:33:58,380 - mmaction - INFO - Epoch [87][160/1147] lr: 1.000e-04, eta: 5:46:46, time: 1.310, data_time: 0.010, memory: 5812, loss_cls: 8.1127, loss: 8.1127, grad_norm: 9.3618 2020-10-25 06:34:24,398 - mmaction - INFO - Epoch [87][180/1147] lr: 1.000e-04, eta: 5:46:20, time: 1.297, data_time: 0.004, memory: 5812, loss_cls: 8.1034, loss: 8.1034, grad_norm: 9.2676 2020-10-25 06:34:50,487 - mmaction - INFO - Epoch [87][200/1147] lr: 1.000e-04, eta: 5:45:54, time: 1.308, data_time: 0.013, memory: 5812, loss_cls: 7.8825, loss: 7.8825, grad_norm: 9.1532 2020-10-25 06:35:16,622 - mmaction - INFO - Epoch [87][220/1147] lr: 1.000e-04, eta: 5:45:28, time: 1.301, data_time: 0.005, memory: 5812, loss_cls: 8.1264, loss: 8.1264, grad_norm: 9.3738 2020-10-25 06:35:43,264 - mmaction - INFO - Epoch [87][240/1147] lr: 1.000e-04, eta: 5:45:02, time: 1.334, data_time: 0.011, memory: 5812, loss_cls: 8.1655, loss: 8.1655, grad_norm: 9.3165 2020-10-25 06:36:09,531 - mmaction - INFO - Epoch [87][260/1147] lr: 1.000e-04, eta: 5:44:35, time: 1.316, data_time: 0.013, memory: 5812, loss_cls: 8.3060, loss: 8.3060, grad_norm: 9.5179 2020-10-25 06:36:35,359 - mmaction - INFO - Epoch [87][280/1147] lr: 1.000e-04, eta: 5:44:09, time: 1.294, data_time: 0.006, memory: 5812, loss_cls: 8.2186, loss: 8.2186, grad_norm: 9.3179 2020-10-25 06:37:01,538 - mmaction - INFO - Epoch [87][300/1147] lr: 1.000e-04, eta: 5:43:43, time: 1.308, data_time: 0.002, memory: 5812, loss_cls: 8.2313, loss: 8.2313, grad_norm: 9.3762 2020-10-25 06:37:27,890 - mmaction - INFO - Epoch [87][320/1147] lr: 1.000e-04, eta: 5:43:17, time: 1.312, data_time: 0.004, memory: 5812, loss_cls: 8.0531, loss: 8.0531, grad_norm: 9.1360 2020-10-25 06:37:54,104 - mmaction - INFO - Epoch [87][340/1147] lr: 1.000e-04, eta: 5:42:51, time: 1.307, data_time: 0.010, memory: 5812, loss_cls: 8.0997, loss: 8.0997, grad_norm: 9.3980 2020-10-25 06:38:19,278 - mmaction - INFO - Epoch [87][360/1147] lr: 1.000e-04, eta: 5:42:24, time: 1.264, data_time: 0.014, memory: 5812, loss_cls: 8.0989, loss: 8.0989, grad_norm: 9.3323 2020-10-25 06:38:46,175 - mmaction - INFO - Epoch [87][380/1147] lr: 1.000e-04, eta: 5:41:58, time: 1.340, data_time: 0.007, memory: 5812, loss_cls: 7.9700, loss: 7.9700, grad_norm: 9.1210 2020-10-25 06:39:11,756 - mmaction - INFO - Epoch [87][400/1147] lr: 1.000e-04, eta: 5:41:32, time: 1.281, data_time: 0.013, memory: 5812, loss_cls: 8.0160, loss: 8.0160, grad_norm: 9.2517 2020-10-25 06:39:38,128 - mmaction - INFO - Epoch [87][420/1147] lr: 1.000e-04, eta: 5:41:06, time: 1.322, data_time: 0.008, memory: 5812, loss_cls: 8.1396, loss: 8.1396, grad_norm: 9.3191 2020-10-25 06:40:04,495 - mmaction - INFO - Epoch [87][440/1147] lr: 1.000e-04, eta: 5:40:40, time: 1.322, data_time: 0.007, memory: 5812, loss_cls: 7.9691, loss: 7.9691, grad_norm: 8.9902 2020-10-25 06:40:30,794 - mmaction - INFO - Epoch [87][460/1147] lr: 1.000e-04, eta: 5:40:14, time: 1.313, data_time: 0.002, memory: 5812, loss_cls: 8.1342, loss: 8.1342, grad_norm: 9.3128 2020-10-25 06:40:57,313 - mmaction - INFO - Epoch [87][480/1147] lr: 1.000e-04, eta: 5:39:48, time: 1.328, data_time: 0.005, memory: 5812, loss_cls: 8.1991, loss: 8.1991, grad_norm: 9.3908 2020-10-25 06:41:23,059 - mmaction - INFO - Epoch [87][500/1147] lr: 1.000e-04, eta: 5:39:21, time: 1.279, data_time: 0.004, memory: 5812, loss_cls: 8.1681, loss: 8.1681, grad_norm: 9.3373 2020-10-25 06:41:49,327 - mmaction - INFO - Epoch [87][520/1147] lr: 1.000e-04, eta: 5:38:55, time: 1.312, data_time: 0.015, memory: 5812, loss_cls: 8.0652, loss: 8.0652, grad_norm: 9.4261 2020-10-25 06:42:15,113 - mmaction - INFO - Epoch [87][540/1147] lr: 1.000e-04, eta: 5:38:29, time: 1.294, data_time: 0.012, memory: 5812, loss_cls: 8.2149, loss: 8.2149, grad_norm: 9.2608 2020-10-25 06:42:41,073 - mmaction - INFO - Epoch [87][560/1147] lr: 1.000e-04, eta: 5:38:03, time: 1.299, data_time: 0.012, memory: 5812, loss_cls: 8.0580, loss: 8.0580, grad_norm: 9.2539 2020-10-25 06:43:07,274 - mmaction - INFO - Epoch [87][580/1147] lr: 1.000e-04, eta: 5:37:36, time: 1.307, data_time: 0.006, memory: 5812, loss_cls: 7.9939, loss: 7.9939, grad_norm: 9.2400 2020-10-25 06:43:32,828 - mmaction - INFO - Epoch [87][600/1147] lr: 1.000e-04, eta: 5:37:10, time: 1.282, data_time: 0.008, memory: 5812, loss_cls: 8.2211, loss: 8.2211, grad_norm: 9.5304 2020-10-25 06:43:58,536 - mmaction - INFO - Epoch [87][620/1147] lr: 1.000e-04, eta: 5:36:44, time: 1.282, data_time: 0.005, memory: 5812, loss_cls: 8.2171, loss: 8.2171, grad_norm: 9.3367 2020-10-25 06:44:24,872 - mmaction - INFO - Epoch [87][640/1147] lr: 1.000e-04, eta: 5:36:18, time: 1.318, data_time: 0.012, memory: 5812, loss_cls: 8.1370, loss: 8.1370, grad_norm: 9.2753 2020-10-25 06:44:50,787 - mmaction - INFO - Epoch [87][660/1147] lr: 1.000e-04, eta: 5:35:52, time: 1.298, data_time: 0.010, memory: 5812, loss_cls: 8.1259, loss: 8.1259, grad_norm: 9.3213 2020-10-25 06:45:17,673 - mmaction - INFO - Epoch [87][680/1147] lr: 1.000e-04, eta: 5:35:26, time: 1.346, data_time: 0.005, memory: 5812, loss_cls: 8.3354, loss: 8.3354, grad_norm: 9.5031 2020-10-25 06:45:43,662 - mmaction - INFO - Epoch [87][700/1147] lr: 1.000e-04, eta: 5:34:59, time: 1.299, data_time: 0.001, memory: 5812, loss_cls: 8.2188, loss: 8.2188, grad_norm: 9.3755 2020-10-25 06:46:09,162 - mmaction - INFO - Epoch [87][720/1147] lr: 1.000e-04, eta: 5:34:33, time: 1.273, data_time: 0.002, memory: 5812, loss_cls: 7.9959, loss: 7.9959, grad_norm: 9.1090 2020-10-25 06:46:36,091 - mmaction - INFO - Epoch [87][740/1147] lr: 1.000e-04, eta: 5:34:07, time: 1.341, data_time: 0.004, memory: 5812, loss_cls: 8.0182, loss: 8.0182, grad_norm: 9.2444 2020-10-25 06:47:02,177 - mmaction - INFO - Epoch [87][760/1147] lr: 1.000e-04, eta: 5:33:41, time: 1.300, data_time: 0.011, memory: 5812, loss_cls: 8.0933, loss: 8.0933, grad_norm: 9.3637 2020-10-25 06:47:28,417 - mmaction - INFO - Epoch [87][780/1147] lr: 1.000e-04, eta: 5:33:15, time: 1.323, data_time: 0.015, memory: 5812, loss_cls: 8.1302, loss: 8.1302, grad_norm: 9.4398 2020-10-25 06:47:54,918 - mmaction - INFO - Epoch [87][800/1147] lr: 1.000e-04, eta: 5:32:48, time: 1.320, data_time: 0.002, memory: 5812, loss_cls: 8.0433, loss: 8.0433, grad_norm: 9.3855 2020-10-25 06:48:20,771 - mmaction - INFO - Epoch [87][820/1147] lr: 1.000e-04, eta: 5:32:22, time: 1.298, data_time: 0.008, memory: 5812, loss_cls: 8.3580, loss: 8.3580, grad_norm: 9.3539 2020-10-25 06:48:47,297 - mmaction - INFO - Epoch [87][840/1147] lr: 1.000e-04, eta: 5:31:56, time: 1.327, data_time: 0.004, memory: 5812, loss_cls: 8.1804, loss: 8.1804, grad_norm: 9.3742 2020-10-25 06:49:13,381 - mmaction - INFO - Epoch [87][860/1147] lr: 1.000e-04, eta: 5:31:30, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 8.0915, loss: 8.0915, grad_norm: 9.1316 2020-10-25 06:49:39,817 - mmaction - INFO - Epoch [87][880/1147] lr: 1.000e-04, eta: 5:31:04, time: 1.322, data_time: 0.011, memory: 5812, loss_cls: 8.1193, loss: 8.1193, grad_norm: 9.4336 2020-10-25 06:50:05,982 - mmaction - INFO - Epoch [87][900/1147] lr: 1.000e-04, eta: 5:30:38, time: 1.307, data_time: 0.010, memory: 5812, loss_cls: 7.9634, loss: 7.9634, grad_norm: 9.2712 2020-10-25 06:50:32,340 - mmaction - INFO - Epoch [87][920/1147] lr: 1.000e-04, eta: 5:30:11, time: 1.320, data_time: 0.009, memory: 5812, loss_cls: 8.0352, loss: 8.0352, grad_norm: 9.1886 2020-10-25 06:50:58,506 - mmaction - INFO - Epoch [87][940/1147] lr: 1.000e-04, eta: 5:29:45, time: 1.313, data_time: 0.006, memory: 5812, loss_cls: 8.3494, loss: 8.3494, grad_norm: 9.5757 2020-10-25 06:51:25,212 - mmaction - INFO - Epoch [87][960/1147] lr: 1.000e-04, eta: 5:29:19, time: 1.335, data_time: 0.002, memory: 5812, loss_cls: 8.1494, loss: 8.1494, grad_norm: 9.4541 2020-10-25 06:51:51,231 - mmaction - INFO - Epoch [87][980/1147] lr: 1.000e-04, eta: 5:28:53, time: 1.298, data_time: 0.002, memory: 5812, loss_cls: 8.1961, loss: 8.1961, grad_norm: 9.3241 2020-10-25 06:52:17,159 - mmaction - INFO - Epoch [87][1000/1147] lr: 1.000e-04, eta: 5:28:27, time: 1.299, data_time: 0.005, memory: 5812, loss_cls: 8.2624, loss: 8.2624, grad_norm: 9.3385 2020-10-25 06:52:43,240 - mmaction - INFO - Epoch [87][1020/1147] lr: 1.000e-04, eta: 5:28:01, time: 1.304, data_time: 0.002, memory: 5812, loss_cls: 7.9837, loss: 7.9837, grad_norm: 9.1802 2020-10-25 06:53:09,262 - mmaction - INFO - Epoch [87][1040/1147] lr: 1.000e-04, eta: 5:27:34, time: 1.295, data_time: 0.001, memory: 5812, loss_cls: 8.2741, loss: 8.2741, grad_norm: 9.4491 2020-10-25 06:53:35,696 - mmaction - INFO - Epoch [87][1060/1147] lr: 1.000e-04, eta: 5:27:08, time: 1.326, data_time: 0.009, memory: 5812, loss_cls: 8.1791, loss: 8.1791, grad_norm: 9.4766 2020-10-25 06:54:01,581 - mmaction - INFO - Epoch [87][1080/1147] lr: 1.000e-04, eta: 5:26:42, time: 1.287, data_time: 0.005, memory: 5812, loss_cls: 8.2400, loss: 8.2400, grad_norm: 9.3425 2020-10-25 06:54:27,681 - mmaction - INFO - Epoch [87][1100/1147] lr: 1.000e-04, eta: 5:26:16, time: 1.312, data_time: 0.011, memory: 5812, loss_cls: 8.1721, loss: 8.1721, grad_norm: 9.4789 2020-10-25 06:54:54,358 - mmaction - INFO - Epoch [87][1120/1147] lr: 1.000e-04, eta: 5:25:50, time: 1.331, data_time: 0.004, memory: 5812, loss_cls: 8.1967, loss: 8.1967, grad_norm: 9.3152 2020-10-25 06:55:20,220 - mmaction - INFO - Epoch [87][1140/1147] lr: 1.000e-04, eta: 5:25:24, time: 1.297, data_time: 0.014, memory: 5812, loss_cls: 8.0694, loss: 8.0694, grad_norm: 9.2277 2020-10-25 06:56:13,015 - mmaction - INFO - Epoch [88][20/1147] lr: 1.000e-04, eta: 5:24:50, time: 2.211, data_time: 1.361, memory: 5812, loss_cls: 8.3832, loss: 8.3832, grad_norm: 9.3751 2020-10-25 06:56:40,697 - mmaction - INFO - Epoch [88][40/1147] lr: 1.000e-04, eta: 5:24:24, time: 1.380, data_time: 0.263, memory: 5812, loss_cls: 8.1949, loss: 8.1949, grad_norm: 9.3218 2020-10-25 06:57:07,616 - mmaction - INFO - Epoch [88][60/1147] lr: 1.000e-04, eta: 5:23:58, time: 1.350, data_time: 0.005, memory: 5812, loss_cls: 8.2604, loss: 8.2604, grad_norm: 9.2672 2020-10-25 06:57:33,041 - mmaction - INFO - Epoch [88][80/1147] lr: 1.000e-04, eta: 5:23:31, time: 1.266, data_time: 0.004, memory: 5812, loss_cls: 7.9948, loss: 7.9948, grad_norm: 9.2715 2020-10-25 06:57:59,066 - mmaction - INFO - Epoch [88][100/1147] lr: 1.000e-04, eta: 5:23:05, time: 1.305, data_time: 0.008, memory: 5812, loss_cls: 8.1894, loss: 8.1894, grad_norm: 9.4616 2020-10-25 06:58:24,729 - mmaction - INFO - Epoch [88][120/1147] lr: 1.000e-04, eta: 5:22:39, time: 1.284, data_time: 0.006, memory: 5812, loss_cls: 8.0459, loss: 8.0459, grad_norm: 9.1931 2020-10-25 06:58:50,800 - mmaction - INFO - Epoch [88][140/1147] lr: 1.000e-04, eta: 5:22:13, time: 1.300, data_time: 0.002, memory: 5812, loss_cls: 8.0253, loss: 8.0253, grad_norm: 9.2305 2020-10-25 06:59:16,068 - mmaction - INFO - Epoch [88][160/1147] lr: 1.000e-04, eta: 5:21:46, time: 1.258, data_time: 0.007, memory: 5812, loss_cls: 8.1792, loss: 8.1792, grad_norm: 9.3088 2020-10-25 06:59:42,426 - mmaction - INFO - Epoch [88][180/1147] lr: 1.000e-04, eta: 5:21:20, time: 1.325, data_time: 0.012, memory: 5812, loss_cls: 8.1890, loss: 8.1890, grad_norm: 9.4348 2020-10-25 07:00:08,054 - mmaction - INFO - Epoch [88][200/1147] lr: 1.000e-04, eta: 5:20:54, time: 1.283, data_time: 0.006, memory: 5812, loss_cls: 8.0592, loss: 8.0592, grad_norm: 9.3364 2020-10-25 07:00:33,914 - mmaction - INFO - Epoch [88][220/1147] lr: 1.000e-04, eta: 5:20:28, time: 1.285, data_time: 0.004, memory: 5812, loss_cls: 8.2323, loss: 8.2323, grad_norm: 9.4100 2020-10-25 07:00:59,569 - mmaction - INFO - Epoch [88][240/1147] lr: 1.000e-04, eta: 5:20:02, time: 1.287, data_time: 0.012, memory: 5812, loss_cls: 8.1842, loss: 8.1842, grad_norm: 9.4016 2020-10-25 07:01:25,530 - mmaction - INFO - Epoch [88][260/1147] lr: 1.000e-04, eta: 5:19:35, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 7.9048, loss: 7.9048, grad_norm: 9.1979 2020-10-25 07:01:51,632 - mmaction - INFO - Epoch [88][280/1147] lr: 1.000e-04, eta: 5:19:09, time: 1.306, data_time: 0.006, memory: 5812, loss_cls: 8.0314, loss: 8.0314, grad_norm: 9.1392 2020-10-25 07:02:17,246 - mmaction - INFO - Epoch [88][300/1147] lr: 1.000e-04, eta: 5:18:43, time: 1.282, data_time: 0.004, memory: 5812, loss_cls: 8.2617, loss: 8.2617, grad_norm: 9.4594 2020-10-25 07:02:42,529 - mmaction - INFO - Epoch [88][320/1147] lr: 1.000e-04, eta: 5:18:17, time: 1.265, data_time: 0.004, memory: 5812, loss_cls: 8.3036, loss: 8.3036, grad_norm: 9.3814 2020-10-25 07:03:08,366 - mmaction - INFO - Epoch [88][340/1147] lr: 1.000e-04, eta: 5:17:50, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 8.3159, loss: 8.3159, grad_norm: 9.4781 2020-10-25 07:03:33,687 - mmaction - INFO - Epoch [88][360/1147] lr: 1.000e-04, eta: 5:17:24, time: 1.260, data_time: 0.006, memory: 5812, loss_cls: 8.0785, loss: 8.0785, grad_norm: 9.1960 2020-10-25 07:03:58,244 - mmaction - INFO - Epoch [88][380/1147] lr: 1.000e-04, eta: 5:16:58, time: 1.235, data_time: 0.011, memory: 5812, loss_cls: 7.9587, loss: 7.9587, grad_norm: 9.2492 2020-10-25 07:04:24,278 - mmaction - INFO - Epoch [88][400/1147] lr: 1.000e-04, eta: 5:16:31, time: 1.299, data_time: 0.005, memory: 5812, loss_cls: 8.2113, loss: 8.2113, grad_norm: 9.4415 2020-10-25 07:04:50,028 - mmaction - INFO - Epoch [88][420/1147] lr: 1.000e-04, eta: 5:16:05, time: 1.292, data_time: 0.007, memory: 5812, loss_cls: 8.3926, loss: 8.3926, grad_norm: 9.4599 2020-10-25 07:05:15,545 - mmaction - INFO - Epoch [88][440/1147] lr: 1.000e-04, eta: 5:15:39, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.0257, loss: 8.0257, grad_norm: 9.2304 2020-10-25 07:05:40,862 - mmaction - INFO - Epoch [88][460/1147] lr: 1.000e-04, eta: 5:15:12, time: 1.260, data_time: 0.004, memory: 5812, loss_cls: 8.0490, loss: 8.0490, grad_norm: 9.2097 2020-10-25 07:06:06,755 - mmaction - INFO - Epoch [88][480/1147] lr: 1.000e-04, eta: 5:14:46, time: 1.301, data_time: 0.009, memory: 5812, loss_cls: 8.0818, loss: 8.0818, grad_norm: 9.2921 2020-10-25 07:06:32,664 - mmaction - INFO - Epoch [88][500/1147] lr: 1.000e-04, eta: 5:14:20, time: 1.275, data_time: 0.001, memory: 5812, loss_cls: 8.1744, loss: 8.1744, grad_norm: 9.4070 2020-10-25 07:06:57,911 - mmaction - INFO - Epoch [88][520/1147] lr: 1.000e-04, eta: 5:13:54, time: 1.281, data_time: 0.022, memory: 5812, loss_cls: 8.2449, loss: 8.2449, grad_norm: 9.6111 2020-10-25 07:07:24,038 - mmaction - INFO - Epoch [88][540/1147] lr: 1.000e-04, eta: 5:13:28, time: 1.307, data_time: 0.003, memory: 5812, loss_cls: 8.2678, loss: 8.2678, grad_norm: 9.5014 2020-10-25 07:07:49,517 - mmaction - INFO - Epoch [88][560/1147] lr: 1.000e-04, eta: 5:13:01, time: 1.269, data_time: 0.003, memory: 5812, loss_cls: 8.0562, loss: 8.0562, grad_norm: 9.3562 2020-10-25 07:08:15,485 - mmaction - INFO - Epoch [88][580/1147] lr: 1.000e-04, eta: 5:12:35, time: 1.304, data_time: 0.009, memory: 5812, loss_cls: 8.1416, loss: 8.1416, grad_norm: 9.3552 2020-10-25 07:08:40,801 - mmaction - INFO - Epoch [88][600/1147] lr: 1.000e-04, eta: 5:12:09, time: 1.265, data_time: 0.001, memory: 5812, loss_cls: 7.9643, loss: 7.9643, grad_norm: 9.2301 2020-10-25 07:09:06,566 - mmaction - INFO - Epoch [88][620/1147] lr: 1.000e-04, eta: 5:11:43, time: 1.285, data_time: 0.002, memory: 5812, loss_cls: 8.0652, loss: 8.0652, grad_norm: 9.3080 2020-10-25 07:09:32,165 - mmaction - INFO - Epoch [88][640/1147] lr: 1.000e-04, eta: 5:11:16, time: 1.275, data_time: 0.006, memory: 5812, loss_cls: 8.2104, loss: 8.2104, grad_norm: 9.3012 2020-10-25 07:09:58,323 - mmaction - INFO - Epoch [88][660/1147] lr: 1.000e-04, eta: 5:10:50, time: 1.315, data_time: 0.011, memory: 5812, loss_cls: 8.3261, loss: 8.3261, grad_norm: 9.4019 2020-10-25 07:10:23,933 - mmaction - INFO - Epoch [88][680/1147] lr: 1.000e-04, eta: 5:10:24, time: 1.274, data_time: 0.009, memory: 5812, loss_cls: 8.1359, loss: 8.1359, grad_norm: 9.5365 2020-10-25 07:10:49,660 - mmaction - INFO - Epoch [88][700/1147] lr: 1.000e-04, eta: 5:09:58, time: 1.292, data_time: 0.010, memory: 5812, loss_cls: 8.1502, loss: 8.1502, grad_norm: 9.3157 2020-10-25 07:11:15,286 - mmaction - INFO - Epoch [88][720/1147] lr: 1.000e-04, eta: 5:09:31, time: 1.281, data_time: 0.004, memory: 5812, loss_cls: 8.1359, loss: 8.1359, grad_norm: 9.4377 2020-10-25 07:11:40,404 - mmaction - INFO - Epoch [88][740/1147] lr: 1.000e-04, eta: 5:09:05, time: 1.256, data_time: 0.011, memory: 5812, loss_cls: 7.9988, loss: 7.9988, grad_norm: 9.2094 2020-10-25 07:12:06,064 - mmaction - INFO - Epoch [88][760/1147] lr: 1.000e-04, eta: 5:08:39, time: 1.286, data_time: 0.005, memory: 5812, loss_cls: 8.1623, loss: 8.1623, grad_norm: 9.2063 2020-10-25 07:12:31,618 - mmaction - INFO - Epoch [88][780/1147] lr: 1.000e-04, eta: 5:08:12, time: 1.272, data_time: 0.002, memory: 5812, loss_cls: 8.1083, loss: 8.1083, grad_norm: 9.2722 2020-10-25 07:12:57,574 - mmaction - INFO - Epoch [88][800/1147] lr: 1.000e-04, eta: 5:07:46, time: 1.302, data_time: 0.007, memory: 5812, loss_cls: 8.3046, loss: 8.3046, grad_norm: 9.4753 2020-10-25 07:13:23,133 - mmaction - INFO - Epoch [88][820/1147] lr: 1.000e-04, eta: 5:07:20, time: 1.275, data_time: 0.003, memory: 5812, loss_cls: 8.2050, loss: 8.2050, grad_norm: 9.4128 2020-10-25 07:13:49,478 - mmaction - INFO - Epoch [88][840/1147] lr: 1.000e-04, eta: 5:06:54, time: 1.314, data_time: 0.006, memory: 5812, loss_cls: 7.9664, loss: 7.9664, grad_norm: 9.2058 2020-10-25 07:14:14,828 - mmaction - INFO - Epoch [88][860/1147] lr: 1.000e-04, eta: 5:06:27, time: 1.274, data_time: 0.010, memory: 5812, loss_cls: 8.1033, loss: 8.1033, grad_norm: 9.3429 2020-10-25 07:14:40,834 - mmaction - INFO - Epoch [88][880/1147] lr: 1.000e-04, eta: 5:06:01, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 8.2505, loss: 8.2505, grad_norm: 9.3392 2020-10-25 07:15:06,614 - mmaction - INFO - Epoch [88][900/1147] lr: 1.000e-04, eta: 5:05:35, time: 1.296, data_time: 0.009, memory: 5812, loss_cls: 7.9807, loss: 7.9807, grad_norm: 9.4024 2020-10-25 07:15:32,026 - mmaction - INFO - Epoch [88][920/1147] lr: 1.000e-04, eta: 5:05:09, time: 1.271, data_time: 0.002, memory: 5812, loss_cls: 8.0639, loss: 8.0639, grad_norm: 9.2275 2020-10-25 07:15:57,752 - mmaction - INFO - Epoch [88][940/1147] lr: 1.000e-04, eta: 5:04:43, time: 1.286, data_time: 0.003, memory: 5812, loss_cls: 8.2698, loss: 8.2698, grad_norm: 9.3284 2020-10-25 07:16:23,403 - mmaction - INFO - Epoch [88][960/1147] lr: 1.000e-04, eta: 5:04:16, time: 1.283, data_time: 0.002, memory: 5812, loss_cls: 7.9579, loss: 7.9579, grad_norm: 9.1714 2020-10-25 07:16:48,913 - mmaction - INFO - Epoch [88][980/1147] lr: 1.000e-04, eta: 5:03:50, time: 1.271, data_time: 0.002, memory: 5812, loss_cls: 8.4005, loss: 8.4005, grad_norm: 9.3853 2020-10-25 07:17:14,705 - mmaction - INFO - Epoch [88][1000/1147] lr: 1.000e-04, eta: 5:03:24, time: 1.288, data_time: 0.007, memory: 5812, loss_cls: 8.1235, loss: 8.1235, grad_norm: 9.2380 2020-10-25 07:17:40,353 - mmaction - INFO - Epoch [88][1020/1147] lr: 1.000e-04, eta: 5:02:58, time: 1.286, data_time: 0.008, memory: 5812, loss_cls: 8.2353, loss: 8.2353, grad_norm: 9.5015 2020-10-25 07:18:06,155 - mmaction - INFO - Epoch [88][1040/1147] lr: 1.000e-04, eta: 5:02:31, time: 1.284, data_time: 0.006, memory: 5812, loss_cls: 8.2265, loss: 8.2265, grad_norm: 9.3984 2020-10-25 07:18:32,078 - mmaction - INFO - Epoch [88][1060/1147] lr: 1.000e-04, eta: 5:02:05, time: 1.305, data_time: 0.011, memory: 5812, loss_cls: 8.0737, loss: 8.0737, grad_norm: 9.3982 2020-10-25 07:18:58,198 - mmaction - INFO - Epoch [88][1080/1147] lr: 1.000e-04, eta: 5:01:39, time: 1.301, data_time: 0.001, memory: 5812, loss_cls: 8.2661, loss: 8.2661, grad_norm: 9.4422 2020-10-25 07:19:23,391 - mmaction - INFO - Epoch [88][1100/1147] lr: 1.000e-04, eta: 5:01:13, time: 1.263, data_time: 0.006, memory: 5812, loss_cls: 8.2446, loss: 8.2446, grad_norm: 9.3027 2020-10-25 07:19:49,439 - mmaction - INFO - Epoch [88][1120/1147] lr: 1.000e-04, eta: 5:00:46, time: 1.303, data_time: 0.007, memory: 5812, loss_cls: 8.1360, loss: 8.1360, grad_norm: 9.3275 2020-10-25 07:20:15,119 - mmaction - INFO - Epoch [88][1140/1147] lr: 1.000e-04, eta: 5:00:20, time: 1.283, data_time: 0.001, memory: 5812, loss_cls: 8.1411, loss: 8.1411, grad_norm: 9.3712 2020-10-25 07:21:07,671 - mmaction - INFO - Epoch [89][20/1147] lr: 1.000e-04, eta: 4:59:46, time: 2.204, data_time: 1.399, memory: 5812, loss_cls: 8.0903, loss: 8.0903, grad_norm: 9.4179 2020-10-25 07:21:34,132 - mmaction - INFO - Epoch [89][40/1147] lr: 1.000e-04, eta: 4:59:20, time: 1.324, data_time: 0.012, memory: 5812, loss_cls: 8.0950, loss: 8.0950, grad_norm: 9.3031 2020-10-25 07:21:59,776 - mmaction - INFO - Epoch [89][60/1147] lr: 1.000e-04, eta: 4:58:54, time: 1.280, data_time: 0.003, memory: 5812, loss_cls: 8.1362, loss: 8.1362, grad_norm: 9.5038 2020-10-25 07:22:25,235 - mmaction - INFO - Epoch [89][80/1147] lr: 1.000e-04, eta: 4:58:27, time: 1.276, data_time: 0.006, memory: 5812, loss_cls: 8.2414, loss: 8.2414, grad_norm: 9.4500 2020-10-25 07:22:50,478 - mmaction - INFO - Epoch [89][100/1147] lr: 1.000e-04, eta: 4:58:01, time: 1.258, data_time: 0.003, memory: 5812, loss_cls: 8.0185, loss: 8.0185, grad_norm: 9.2087 2020-10-25 07:23:16,410 - mmaction - INFO - Epoch [89][120/1147] lr: 1.000e-04, eta: 4:57:35, time: 1.299, data_time: 0.005, memory: 5812, loss_cls: 8.1138, loss: 8.1138, grad_norm: 9.3007 2020-10-25 07:23:42,031 - mmaction - INFO - Epoch [89][140/1147] lr: 1.000e-04, eta: 4:57:09, time: 1.272, data_time: 0.005, memory: 5812, loss_cls: 8.2246, loss: 8.2246, grad_norm: 9.5381 2020-10-25 07:24:07,917 - mmaction - INFO - Epoch [89][160/1147] lr: 1.000e-04, eta: 4:56:42, time: 1.295, data_time: 0.026, memory: 5812, loss_cls: 8.1233, loss: 8.1233, grad_norm: 9.3019 2020-10-25 07:24:33,015 - mmaction - INFO - Epoch [89][180/1147] lr: 1.000e-04, eta: 4:56:16, time: 1.262, data_time: 0.147, memory: 5812, loss_cls: 8.1684, loss: 8.1684, grad_norm: 9.4262 2020-10-25 07:24:58,801 - mmaction - INFO - Epoch [89][200/1147] lr: 1.000e-04, eta: 4:55:50, time: 1.277, data_time: 0.545, memory: 5812, loss_cls: 8.2066, loss: 8.2066, grad_norm: 9.2109 2020-10-25 07:25:24,759 - mmaction - INFO - Epoch [89][220/1147] lr: 1.000e-04, eta: 4:55:24, time: 1.313, data_time: 0.591, memory: 5812, loss_cls: 8.1980, loss: 8.1980, grad_norm: 9.3294 2020-10-25 07:25:50,313 - mmaction - INFO - Epoch [89][240/1147] lr: 1.000e-04, eta: 4:54:57, time: 1.278, data_time: 0.651, memory: 5812, loss_cls: 8.0194, loss: 8.0194, grad_norm: 9.3664 2020-10-25 07:26:15,929 - mmaction - INFO - Epoch [89][260/1147] lr: 1.000e-04, eta: 4:54:31, time: 1.281, data_time: 0.636, memory: 5812, loss_cls: 8.2681, loss: 8.2681, grad_norm: 9.4647 2020-10-25 07:26:41,737 - mmaction - INFO - Epoch [89][280/1147] lr: 1.000e-04, eta: 4:54:05, time: 1.290, data_time: 0.647, memory: 5812, loss_cls: 8.0875, loss: 8.0875, grad_norm: 9.1592 2020-10-25 07:27:07,543 - mmaction - INFO - Epoch [89][300/1147] lr: 1.000e-04, eta: 4:53:39, time: 1.291, data_time: 0.670, memory: 5812, loss_cls: 8.3327, loss: 8.3327, grad_norm: 9.6183 2020-10-25 07:27:33,495 - mmaction - INFO - Epoch [89][320/1147] lr: 1.000e-04, eta: 4:53:12, time: 1.288, data_time: 0.694, memory: 5812, loss_cls: 8.2941, loss: 8.2941, grad_norm: 9.3888 2020-10-25 07:27:59,481 - mmaction - INFO - Epoch [89][340/1147] lr: 1.000e-04, eta: 4:52:46, time: 1.304, data_time: 0.688, memory: 5812, loss_cls: 8.1845, loss: 8.1845, grad_norm: 9.3467 2020-10-25 07:28:24,839 - mmaction - INFO - Epoch [89][360/1147] lr: 1.000e-04, eta: 4:52:20, time: 1.263, data_time: 0.659, memory: 5812, loss_cls: 8.1735, loss: 8.1735, grad_norm: 9.4257 2020-10-25 07:28:50,325 - mmaction - INFO - Epoch [89][380/1147] lr: 1.000e-04, eta: 4:51:54, time: 1.279, data_time: 0.653, memory: 5812, loss_cls: 8.2180, loss: 8.2180, grad_norm: 9.4223 2020-10-25 07:29:16,267 - mmaction - INFO - Epoch [89][400/1147] lr: 1.000e-04, eta: 4:51:28, time: 1.300, data_time: 0.687, memory: 5812, loss_cls: 8.0998, loss: 8.0998, grad_norm: 9.2098 2020-10-25 07:29:41,605 - mmaction - INFO - Epoch [89][420/1147] lr: 1.000e-04, eta: 4:51:01, time: 1.268, data_time: 0.683, memory: 5812, loss_cls: 7.9407, loss: 7.9407, grad_norm: 9.2493 2020-10-25 07:30:07,625 - mmaction - INFO - Epoch [89][440/1147] lr: 1.000e-04, eta: 4:50:35, time: 1.298, data_time: 0.670, memory: 5812, loss_cls: 8.1847, loss: 8.1847, grad_norm: 9.4263 2020-10-25 07:30:33,869 - mmaction - INFO - Epoch [89][460/1147] lr: 1.000e-04, eta: 4:50:09, time: 1.315, data_time: 0.685, memory: 5812, loss_cls: 8.3621, loss: 8.3621, grad_norm: 9.4131 2020-10-25 07:30:59,400 - mmaction - INFO - Epoch [89][480/1147] lr: 1.000e-04, eta: 4:49:43, time: 1.273, data_time: 0.639, memory: 5812, loss_cls: 8.0453, loss: 8.0453, grad_norm: 9.2282 2020-10-25 07:31:24,493 - mmaction - INFO - Epoch [89][500/1147] lr: 1.000e-04, eta: 4:49:16, time: 1.258, data_time: 0.631, memory: 5812, loss_cls: 8.0820, loss: 8.0820, grad_norm: 9.2846 2020-10-25 07:31:49,875 - mmaction - INFO - Epoch [89][520/1147] lr: 1.000e-04, eta: 4:48:50, time: 1.267, data_time: 0.671, memory: 5812, loss_cls: 8.2472, loss: 8.2472, grad_norm: 9.4703 2020-10-25 07:32:16,068 - mmaction - INFO - Epoch [89][540/1147] lr: 1.000e-04, eta: 4:48:24, time: 1.304, data_time: 0.577, memory: 5812, loss_cls: 8.1506, loss: 8.1506, grad_norm: 9.3459 2020-10-25 07:32:41,891 - mmaction - INFO - Epoch [89][560/1147] lr: 1.000e-04, eta: 4:47:58, time: 1.292, data_time: 0.294, memory: 5812, loss_cls: 8.2252, loss: 8.2252, grad_norm: 9.4369 2020-10-25 07:33:07,986 - mmaction - INFO - Epoch [89][580/1147] lr: 1.000e-04, eta: 4:47:31, time: 1.307, data_time: 0.116, memory: 5812, loss_cls: 8.0514, loss: 8.0514, grad_norm: 9.2233 2020-10-25 07:33:33,477 - mmaction - INFO - Epoch [89][600/1147] lr: 1.000e-04, eta: 4:47:05, time: 1.279, data_time: 0.006, memory: 5812, loss_cls: 8.1349, loss: 8.1349, grad_norm: 9.3103 2020-10-25 07:33:59,286 - mmaction - INFO - Epoch [89][620/1147] lr: 1.000e-04, eta: 4:46:39, time: 1.286, data_time: 0.011, memory: 5812, loss_cls: 8.0545, loss: 8.0545, grad_norm: 9.4193 2020-10-25 07:34:25,574 - mmaction - INFO - Epoch [89][640/1147] lr: 1.000e-04, eta: 4:46:13, time: 1.315, data_time: 0.010, memory: 5812, loss_cls: 8.3955, loss: 8.3955, grad_norm: 9.6145 2020-10-25 07:34:50,647 - mmaction - INFO - Epoch [89][660/1147] lr: 1.000e-04, eta: 4:45:46, time: 1.258, data_time: 0.007, memory: 5812, loss_cls: 8.1702, loss: 8.1702, grad_norm: 9.3800 2020-10-25 07:35:15,935 - mmaction - INFO - Epoch [89][680/1147] lr: 1.000e-04, eta: 4:45:20, time: 1.260, data_time: 0.005, memory: 5812, loss_cls: 8.0821, loss: 8.0821, grad_norm: 9.2566 2020-10-25 07:35:41,734 - mmaction - INFO - Epoch [89][700/1147] lr: 1.000e-04, eta: 4:44:54, time: 1.290, data_time: 0.007, memory: 5812, loss_cls: 8.2071, loss: 8.2071, grad_norm: 9.3864 2020-10-25 07:36:07,574 - mmaction - INFO - Epoch [89][720/1147] lr: 1.000e-04, eta: 4:44:28, time: 1.297, data_time: 0.007, memory: 5812, loss_cls: 7.9178, loss: 7.9178, grad_norm: 9.2902 2020-10-25 07:36:33,766 - mmaction - INFO - Epoch [89][740/1147] lr: 1.000e-04, eta: 4:44:02, time: 1.309, data_time: 0.003, memory: 5812, loss_cls: 8.2908, loss: 8.2908, grad_norm: 9.5068 2020-10-25 07:36:58,938 - mmaction - INFO - Epoch [89][760/1147] lr: 1.000e-04, eta: 4:43:35, time: 1.251, data_time: 0.001, memory: 5812, loss_cls: 8.0301, loss: 8.0301, grad_norm: 9.2692 2020-10-25 07:37:24,987 - mmaction - INFO - Epoch [89][780/1147] lr: 1.000e-04, eta: 4:43:09, time: 1.304, data_time: 0.012, memory: 5812, loss_cls: 8.1716, loss: 8.1716, grad_norm: 9.4374 2020-10-25 07:37:50,615 - mmaction - INFO - Epoch [89][800/1147] lr: 1.000e-04, eta: 4:42:43, time: 1.277, data_time: 0.009, memory: 5812, loss_cls: 8.0654, loss: 8.0654, grad_norm: 9.4717 2020-10-25 07:38:15,769 - mmaction - INFO - Epoch [89][820/1147] lr: 1.000e-04, eta: 4:42:16, time: 1.269, data_time: 0.014, memory: 5812, loss_cls: 7.9259, loss: 7.9259, grad_norm: 9.2867 2020-10-25 07:38:42,243 - mmaction - INFO - Epoch [89][840/1147] lr: 1.000e-04, eta: 4:41:50, time: 1.316, data_time: 0.004, memory: 5812, loss_cls: 7.9399, loss: 7.9399, grad_norm: 9.2919 2020-10-25 07:39:07,691 - mmaction - INFO - Epoch [89][860/1147] lr: 1.000e-04, eta: 4:41:24, time: 1.279, data_time: 0.010, memory: 5812, loss_cls: 8.2125, loss: 8.2125, grad_norm: 9.4454 2020-10-25 07:39:33,906 - mmaction - INFO - Epoch [89][880/1147] lr: 1.000e-04, eta: 4:40:58, time: 1.305, data_time: 0.003, memory: 5812, loss_cls: 8.2163, loss: 8.2163, grad_norm: 9.5684 2020-10-25 07:40:00,114 - mmaction - INFO - Epoch [89][900/1147] lr: 1.000e-04, eta: 4:40:32, time: 1.314, data_time: 0.015, memory: 5812, loss_cls: 8.2110, loss: 8.2110, grad_norm: 9.4884 2020-10-25 07:40:25,882 - mmaction - INFO - Epoch [89][920/1147] lr: 1.000e-04, eta: 4:40:06, time: 1.291, data_time: 0.013, memory: 5812, loss_cls: 8.2173, loss: 8.2173, grad_norm: 9.2836 2020-10-25 07:40:51,593 - mmaction - INFO - Epoch [89][940/1147] lr: 1.000e-04, eta: 4:39:39, time: 1.284, data_time: 0.003, memory: 5812, loss_cls: 8.3307, loss: 8.3307, grad_norm: 9.5721 2020-10-25 07:41:17,935 - mmaction - INFO - Epoch [89][960/1147] lr: 1.000e-04, eta: 4:39:13, time: 1.309, data_time: 0.010, memory: 5812, loss_cls: 8.0463, loss: 8.0463, grad_norm: 9.2787 2020-10-25 07:41:43,600 - mmaction - INFO - Epoch [89][980/1147] lr: 1.000e-04, eta: 4:38:47, time: 1.293, data_time: 0.013, memory: 5812, loss_cls: 8.2080, loss: 8.2080, grad_norm: 9.3879 2020-10-25 07:42:09,826 - mmaction - INFO - Epoch [89][1000/1147] lr: 1.000e-04, eta: 4:38:21, time: 1.307, data_time: 0.002, memory: 5812, loss_cls: 8.0361, loss: 8.0361, grad_norm: 9.4061 2020-10-25 07:42:35,906 - mmaction - INFO - Epoch [89][1020/1147] lr: 1.000e-04, eta: 4:37:55, time: 1.308, data_time: 0.009, memory: 5812, loss_cls: 8.1617, loss: 8.1617, grad_norm: 9.3478 2020-10-25 07:43:01,005 - mmaction - INFO - Epoch [89][1040/1147] lr: 1.000e-04, eta: 4:37:28, time: 1.253, data_time: 0.002, memory: 5812, loss_cls: 8.0056, loss: 8.0056, grad_norm: 9.3857 2020-10-25 07:43:26,561 - mmaction - INFO - Epoch [89][1060/1147] lr: 1.000e-04, eta: 4:37:02, time: 1.275, data_time: 0.006, memory: 5812, loss_cls: 7.9810, loss: 7.9810, grad_norm: 9.1271 2020-10-25 07:43:52,205 - mmaction - INFO - Epoch [89][1080/1147] lr: 1.000e-04, eta: 4:36:36, time: 1.284, data_time: 0.010, memory: 5812, loss_cls: 8.3866, loss: 8.3866, grad_norm: 9.7848 2020-10-25 07:44:18,446 - mmaction - INFO - Epoch [89][1100/1147] lr: 1.000e-04, eta: 4:36:10, time: 1.313, data_time: 0.005, memory: 5812, loss_cls: 8.2741, loss: 8.2741, grad_norm: 9.4976 2020-10-25 07:44:43,499 - mmaction - INFO - Epoch [89][1120/1147] lr: 1.000e-04, eta: 4:35:43, time: 1.255, data_time: 0.004, memory: 5812, loss_cls: 8.0243, loss: 8.0243, grad_norm: 9.0940 2020-10-25 07:45:09,642 - mmaction - INFO - Epoch [89][1140/1147] lr: 1.000e-04, eta: 4:35:17, time: 1.297, data_time: 0.001, memory: 5812, loss_cls: 8.2154, loss: 8.2154, grad_norm: 9.3444 2020-10-25 07:45:55,407 - mmaction - INFO - Epoch [90][20/1147] lr: 1.000e-04, eta: 4:34:42, time: 1.916, data_time: 1.436, memory: 5812, loss_cls: 8.2558, loss: 8.2558, grad_norm: 9.4020 2020-10-25 07:46:22,377 - mmaction - INFO - Epoch [90][40/1147] lr: 1.000e-04, eta: 4:34:16, time: 1.350, data_time: 0.761, memory: 5812, loss_cls: 8.0020, loss: 8.0020, grad_norm: 9.2258 2020-10-25 07:46:48,096 - mmaction - INFO - Epoch [90][60/1147] lr: 1.000e-04, eta: 4:33:50, time: 1.282, data_time: 0.667, memory: 5812, loss_cls: 7.9219, loss: 7.9219, grad_norm: 9.2561 2020-10-25 07:47:14,582 - mmaction - INFO - Epoch [90][80/1147] lr: 1.000e-04, eta: 4:33:24, time: 1.320, data_time: 0.702, memory: 5812, loss_cls: 8.1299, loss: 8.1299, grad_norm: 9.3973 2020-10-25 07:47:40,561 - mmaction - INFO - Epoch [90][100/1147] lr: 1.000e-04, eta: 4:32:58, time: 1.309, data_time: 0.675, memory: 5812, loss_cls: 8.1436, loss: 8.1436, grad_norm: 9.4559 2020-10-25 07:48:06,460 - mmaction - INFO - Epoch [90][120/1147] lr: 1.000e-04, eta: 4:32:31, time: 1.294, data_time: 0.689, memory: 5812, loss_cls: 8.2633, loss: 8.2633, grad_norm: 9.4341 2020-10-25 07:48:32,978 - mmaction - INFO - Epoch [90][140/1147] lr: 1.000e-04, eta: 4:32:05, time: 1.325, data_time: 0.720, memory: 5812, loss_cls: 8.2736, loss: 8.2736, grad_norm: 9.4682 2020-10-25 07:48:58,868 - mmaction - INFO - Epoch [90][160/1147] lr: 1.000e-04, eta: 4:31:39, time: 1.290, data_time: 0.689, memory: 5812, loss_cls: 8.2912, loss: 8.2912, grad_norm: 9.5688 2020-10-25 07:49:23,791 - mmaction - INFO - Epoch [90][180/1147] lr: 1.000e-04, eta: 4:31:13, time: 1.252, data_time: 0.635, memory: 5812, loss_cls: 8.2701, loss: 8.2701, grad_norm: 9.6536 2020-10-25 07:49:49,638 - mmaction - INFO - Epoch [90][200/1147] lr: 1.000e-04, eta: 4:30:46, time: 1.284, data_time: 0.668, memory: 5812, loss_cls: 8.1070, loss: 8.1070, grad_norm: 9.3406 2020-10-25 07:50:15,391 - mmaction - INFO - Epoch [90][220/1147] lr: 1.000e-04, eta: 4:30:20, time: 1.292, data_time: 0.658, memory: 5812, loss_cls: 8.1138, loss: 8.1138, grad_norm: 9.3323 2020-10-25 07:50:41,385 - mmaction - INFO - Epoch [90][240/1147] lr: 1.000e-04, eta: 4:29:54, time: 1.299, data_time: 0.624, memory: 5812, loss_cls: 7.9577, loss: 7.9577, grad_norm: 9.2542 2020-10-25 07:51:07,440 - mmaction - INFO - Epoch [90][260/1147] lr: 1.000e-04, eta: 4:29:28, time: 1.299, data_time: 0.523, memory: 5812, loss_cls: 8.2886, loss: 8.2886, grad_norm: 9.2423 2020-10-25 07:51:33,414 - mmaction - INFO - Epoch [90][280/1147] lr: 1.000e-04, eta: 4:29:02, time: 1.298, data_time: 0.445, memory: 5812, loss_cls: 8.1628, loss: 8.1628, grad_norm: 9.2954 2020-10-25 07:51:59,716 - mmaction - INFO - Epoch [90][300/1147] lr: 1.000e-04, eta: 4:28:35, time: 1.316, data_time: 0.231, memory: 5812, loss_cls: 8.1696, loss: 8.1696, grad_norm: 9.4549 2020-10-25 07:52:26,089 - mmaction - INFO - Epoch [90][320/1147] lr: 1.000e-04, eta: 4:28:09, time: 1.324, data_time: 0.049, memory: 5812, loss_cls: 7.8700, loss: 7.8700, grad_norm: 9.2434 2020-10-25 07:52:52,079 - mmaction - INFO - Epoch [90][340/1147] lr: 1.000e-04, eta: 4:27:43, time: 1.297, data_time: 0.019, memory: 5812, loss_cls: 8.1145, loss: 8.1145, grad_norm: 9.3327 2020-10-25 07:53:17,791 - mmaction - INFO - Epoch [90][360/1147] lr: 1.000e-04, eta: 4:27:17, time: 1.287, data_time: 0.133, memory: 5812, loss_cls: 8.2475, loss: 8.2475, grad_norm: 9.5371 2020-10-25 07:53:43,646 - mmaction - INFO - Epoch [90][380/1147] lr: 1.000e-04, eta: 4:26:51, time: 1.283, data_time: 0.032, memory: 5812, loss_cls: 8.2522, loss: 8.2522, grad_norm: 9.4905 2020-10-25 07:54:09,159 - mmaction - INFO - Epoch [90][400/1147] lr: 1.000e-04, eta: 4:26:24, time: 1.283, data_time: 0.030, memory: 5812, loss_cls: 8.0525, loss: 8.0525, grad_norm: 9.4794 2020-10-25 07:54:35,288 - mmaction - INFO - Epoch [90][420/1147] lr: 1.000e-04, eta: 4:25:58, time: 1.304, data_time: 0.192, memory: 5812, loss_cls: 8.4160, loss: 8.4160, grad_norm: 9.5766 2020-10-25 07:55:00,621 - mmaction - INFO - Epoch [90][440/1147] lr: 1.000e-04, eta: 4:25:32, time: 1.273, data_time: 0.056, memory: 5812, loss_cls: 8.2855, loss: 8.2855, grad_norm: 9.4552 2020-10-25 07:55:26,653 - mmaction - INFO - Epoch [90][460/1147] lr: 1.000e-04, eta: 4:25:06, time: 1.296, data_time: 0.009, memory: 5812, loss_cls: 8.1937, loss: 8.1937, grad_norm: 9.3793 2020-10-25 07:55:52,946 - mmaction - INFO - Epoch [90][480/1147] lr: 1.000e-04, eta: 4:24:40, time: 1.319, data_time: 0.052, memory: 5812, loss_cls: 8.0127, loss: 8.0127, grad_norm: 9.1921 2020-10-25 07:56:18,852 - mmaction - INFO - Epoch [90][500/1147] lr: 1.000e-04, eta: 4:24:13, time: 1.292, data_time: 0.004, memory: 5812, loss_cls: 8.1355, loss: 8.1355, grad_norm: 9.2426 2020-10-25 07:56:45,248 - mmaction - INFO - Epoch [90][520/1147] lr: 1.000e-04, eta: 4:23:47, time: 1.320, data_time: 0.069, memory: 5812, loss_cls: 8.2226, loss: 8.2226, grad_norm: 9.5349 2020-10-25 07:57:10,750 - mmaction - INFO - Epoch [90][540/1147] lr: 1.000e-04, eta: 4:23:21, time: 1.276, data_time: 0.071, memory: 5812, loss_cls: 8.0763, loss: 8.0763, grad_norm: 9.4472 2020-10-25 07:57:36,655 - mmaction - INFO - Epoch [90][560/1147] lr: 1.000e-04, eta: 4:22:55, time: 1.291, data_time: 0.008, memory: 5812, loss_cls: 8.1931, loss: 8.1931, grad_norm: 9.4373 2020-10-25 07:58:02,189 - mmaction - INFO - Epoch [90][580/1147] lr: 1.000e-04, eta: 4:22:29, time: 1.281, data_time: 0.017, memory: 5812, loss_cls: 8.1559, loss: 8.1559, grad_norm: 9.4094 2020-10-25 07:58:28,283 - mmaction - INFO - Epoch [90][600/1147] lr: 1.000e-04, eta: 4:22:02, time: 1.305, data_time: 0.018, memory: 5812, loss_cls: 8.0139, loss: 8.0139, grad_norm: 9.2940 2020-10-25 07:58:53,599 - mmaction - INFO - Epoch [90][620/1147] lr: 1.000e-04, eta: 4:21:36, time: 1.268, data_time: 0.123, memory: 5812, loss_cls: 8.0388, loss: 8.0388, grad_norm: 9.3813 2020-10-25 07:59:19,808 - mmaction - INFO - Epoch [90][640/1147] lr: 1.000e-04, eta: 4:21:10, time: 1.305, data_time: 0.235, memory: 5812, loss_cls: 8.1738, loss: 8.1738, grad_norm: 9.2824 2020-10-25 07:59:46,374 - mmaction - INFO - Epoch [90][660/1147] lr: 1.000e-04, eta: 4:20:44, time: 1.329, data_time: 0.153, memory: 5812, loss_cls: 8.1480, loss: 8.1480, grad_norm: 9.4867 2020-10-25 08:00:12,055 - mmaction - INFO - Epoch [90][680/1147] lr: 1.000e-04, eta: 4:20:18, time: 1.289, data_time: 0.160, memory: 5812, loss_cls: 8.0956, loss: 8.0956, grad_norm: 9.3840 2020-10-25 08:00:38,694 - mmaction - INFO - Epoch [90][700/1147] lr: 1.000e-04, eta: 4:19:52, time: 1.331, data_time: 0.121, memory: 5812, loss_cls: 8.0136, loss: 8.0136, grad_norm: 9.3077 2020-10-25 08:01:04,104 - mmaction - INFO - Epoch [90][720/1147] lr: 1.000e-04, eta: 4:19:25, time: 1.271, data_time: 0.028, memory: 5812, loss_cls: 8.1646, loss: 8.1646, grad_norm: 9.3413 2020-10-25 08:01:31,078 - mmaction - INFO - Epoch [90][740/1147] lr: 1.000e-04, eta: 4:18:59, time: 1.344, data_time: 0.045, memory: 5812, loss_cls: 8.1079, loss: 8.1079, grad_norm: 9.3491 2020-10-25 08:01:57,688 - mmaction - INFO - Epoch [90][760/1147] lr: 1.000e-04, eta: 4:18:33, time: 1.327, data_time: 0.008, memory: 5812, loss_cls: 8.1442, loss: 8.1442, grad_norm: 9.3988 2020-10-25 08:02:24,032 - mmaction - INFO - Epoch [90][780/1147] lr: 1.000e-04, eta: 4:18:07, time: 1.321, data_time: 0.011, memory: 5812, loss_cls: 8.2939, loss: 8.2939, grad_norm: 9.5130 2020-10-25 08:02:49,989 - mmaction - INFO - Epoch [90][800/1147] lr: 1.000e-04, eta: 4:17:41, time: 1.304, data_time: 0.008, memory: 5812, loss_cls: 8.1713, loss: 8.1713, grad_norm: 9.4144 2020-10-25 08:03:16,557 - mmaction - INFO - Epoch [90][820/1147] lr: 1.000e-04, eta: 4:17:15, time: 1.325, data_time: 0.007, memory: 5812, loss_cls: 8.1312, loss: 8.1312, grad_norm: 9.4199 2020-10-25 08:03:42,002 - mmaction - INFO - Epoch [90][840/1147] lr: 1.000e-04, eta: 4:16:48, time: 1.275, data_time: 0.004, memory: 5812, loss_cls: 8.1554, loss: 8.1554, grad_norm: 9.5643 2020-10-25 08:04:08,486 - mmaction - INFO - Epoch [90][860/1147] lr: 1.000e-04, eta: 4:16:22, time: 1.321, data_time: 0.004, memory: 5812, loss_cls: 8.2026, loss: 8.2026, grad_norm: 9.4751 2020-10-25 08:04:34,180 - mmaction - INFO - Epoch [90][880/1147] lr: 1.000e-04, eta: 4:15:56, time: 1.289, data_time: 0.006, memory: 5812, loss_cls: 8.1644, loss: 8.1644, grad_norm: 9.4353 2020-10-25 08:04:59,159 - mmaction - INFO - Epoch [90][900/1147] lr: 1.000e-04, eta: 4:15:30, time: 1.247, data_time: 0.147, memory: 5812, loss_cls: 8.0834, loss: 8.0834, grad_norm: 9.3115 2020-10-25 08:05:25,718 - mmaction - INFO - Epoch [90][920/1147] lr: 1.000e-04, eta: 4:15:04, time: 1.330, data_time: 0.178, memory: 5812, loss_cls: 7.9404, loss: 7.9404, grad_norm: 9.2123 2020-10-25 08:05:51,053 - mmaction - INFO - Epoch [90][940/1147] lr: 1.000e-04, eta: 4:14:37, time: 1.265, data_time: 0.002, memory: 5812, loss_cls: 8.0076, loss: 8.0076, grad_norm: 9.2283 2020-10-25 08:06:16,469 - mmaction - INFO - Epoch [90][960/1147] lr: 1.000e-04, eta: 4:14:11, time: 1.273, data_time: 0.044, memory: 5812, loss_cls: 8.0142, loss: 8.0142, grad_norm: 9.2721 2020-10-25 08:06:41,825 - mmaction - INFO - Epoch [90][980/1147] lr: 1.000e-04, eta: 4:13:45, time: 1.268, data_time: 0.284, memory: 5812, loss_cls: 8.0132, loss: 8.0132, grad_norm: 9.4764 2020-10-25 08:07:07,453 - mmaction - INFO - Epoch [90][1000/1147] lr: 1.000e-04, eta: 4:13:19, time: 1.278, data_time: 0.593, memory: 5812, loss_cls: 8.1647, loss: 8.1647, grad_norm: 9.4454 2020-10-25 08:07:33,613 - mmaction - INFO - Epoch [90][1020/1147] lr: 1.000e-04, eta: 4:12:52, time: 1.302, data_time: 0.643, memory: 5812, loss_cls: 8.0179, loss: 8.0179, grad_norm: 9.4300 2020-10-25 08:08:00,032 - mmaction - INFO - Epoch [90][1040/1147] lr: 1.000e-04, eta: 4:12:26, time: 1.328, data_time: 0.702, memory: 5812, loss_cls: 8.1171, loss: 8.1171, grad_norm: 9.4516 2020-10-25 08:08:25,828 - mmaction - INFO - Epoch [90][1060/1147] lr: 1.000e-04, eta: 4:12:00, time: 1.287, data_time: 0.667, memory: 5812, loss_cls: 8.0586, loss: 8.0586, grad_norm: 9.3333 2020-10-25 08:08:52,176 - mmaction - INFO - Epoch [90][1080/1147] lr: 1.000e-04, eta: 4:11:34, time: 1.316, data_time: 0.691, memory: 5812, loss_cls: 8.1184, loss: 8.1184, grad_norm: 9.3309 2020-10-25 08:09:18,199 - mmaction - INFO - Epoch [90][1100/1147] lr: 1.000e-04, eta: 4:11:08, time: 1.298, data_time: 0.668, memory: 5812, loss_cls: 8.2346, loss: 8.2346, grad_norm: 9.5116 2020-10-25 08:09:43,975 - mmaction - INFO - Epoch [90][1120/1147] lr: 1.000e-04, eta: 4:10:41, time: 1.293, data_time: 0.654, memory: 5812, loss_cls: 8.1320, loss: 8.1320, grad_norm: 9.4167 2020-10-25 08:10:09,526 - mmaction - INFO - Epoch [90][1140/1147] lr: 1.000e-04, eta: 4:10:15, time: 1.279, data_time: 0.670, memory: 5812, loss_cls: 8.1689, loss: 8.1689, grad_norm: 9.4818 2020-10-25 08:10:18,367 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-10-25 08:12:27,232 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 08:12:27,770 - mmaction - INFO - mean_average_precision 0.4548 2020-10-25 08:12:27,785 - mmaction - INFO - Epoch(val) [90][1147] mean_average_precision: 0.4548 2020-10-25 08:13:05,127 - mmaction - INFO - Epoch [91][20/1147] lr: 1.000e-04, eta: 4:09:40, time: 1.863, data_time: 1.234, memory: 5812, loss_cls: 8.0831, loss: 8.0831, grad_norm: 9.3261 2020-10-25 08:13:33,065 - mmaction - INFO - Epoch [91][40/1147] lr: 1.000e-04, eta: 4:09:14, time: 1.401, data_time: 0.333, memory: 5812, loss_cls: 8.1166, loss: 8.1166, grad_norm: 9.4972 2020-10-25 08:14:00,391 - mmaction - INFO - Epoch [91][60/1147] lr: 1.000e-04, eta: 4:08:48, time: 1.366, data_time: 0.004, memory: 5812, loss_cls: 8.3192, loss: 8.3192, grad_norm: 9.5998 2020-10-25 08:14:27,222 - mmaction - INFO - Epoch [91][80/1147] lr: 1.000e-04, eta: 4:08:22, time: 1.334, data_time: 0.002, memory: 5812, loss_cls: 8.1248, loss: 8.1248, grad_norm: 9.4336 2020-10-25 08:14:53,622 - mmaction - INFO - Epoch [91][100/1147] lr: 1.000e-04, eta: 4:07:56, time: 1.326, data_time: 0.009, memory: 5812, loss_cls: 8.1925, loss: 8.1925, grad_norm: 9.4786 2020-10-25 08:15:20,315 - mmaction - INFO - Epoch [91][120/1147] lr: 1.000e-04, eta: 4:07:30, time: 1.335, data_time: 0.004, memory: 5812, loss_cls: 8.0502, loss: 8.0502, grad_norm: 9.3921 2020-10-25 08:15:45,941 - mmaction - INFO - Epoch [91][140/1147] lr: 1.000e-04, eta: 4:07:04, time: 1.273, data_time: 0.007, memory: 5812, loss_cls: 8.2146, loss: 8.2146, grad_norm: 9.4362 2020-10-25 08:16:12,297 - mmaction - INFO - Epoch [91][160/1147] lr: 1.000e-04, eta: 4:06:37, time: 1.321, data_time: 0.013, memory: 5812, loss_cls: 8.0772, loss: 8.0772, grad_norm: 9.4188 2020-10-25 08:16:38,244 - mmaction - INFO - Epoch [91][180/1147] lr: 1.000e-04, eta: 4:06:11, time: 1.302, data_time: 0.008, memory: 5812, loss_cls: 8.1082, loss: 8.1082, grad_norm: 9.3965 2020-10-25 08:17:03,769 - mmaction - INFO - Epoch [91][200/1147] lr: 1.000e-04, eta: 4:05:45, time: 1.277, data_time: 0.003, memory: 5812, loss_cls: 8.1756, loss: 8.1756, grad_norm: 9.4655 2020-10-25 08:17:30,204 - mmaction - INFO - Epoch [91][220/1147] lr: 1.000e-04, eta: 4:05:19, time: 1.321, data_time: 0.003, memory: 5812, loss_cls: 8.0473, loss: 8.0473, grad_norm: 9.2642 2020-10-25 08:17:56,422 - mmaction - INFO - Epoch [91][240/1147] lr: 1.000e-04, eta: 4:04:53, time: 1.303, data_time: 0.005, memory: 5812, loss_cls: 8.1133, loss: 8.1133, grad_norm: 9.4623 2020-10-25 08:18:22,428 - mmaction - INFO - Epoch [91][260/1147] lr: 1.000e-04, eta: 4:04:27, time: 1.309, data_time: 0.009, memory: 5812, loss_cls: 8.0916, loss: 8.0916, grad_norm: 9.3250 2020-10-25 08:18:48,599 - mmaction - INFO - Epoch [91][280/1147] lr: 1.000e-04, eta: 4:04:00, time: 1.307, data_time: 0.005, memory: 5812, loss_cls: 8.1830, loss: 8.1830, grad_norm: 9.4194 2020-10-25 08:19:13,966 - mmaction - INFO - Epoch [91][300/1147] lr: 1.000e-04, eta: 4:03:34, time: 1.268, data_time: 0.004, memory: 5812, loss_cls: 8.0383, loss: 8.0383, grad_norm: 9.2542 2020-10-25 08:19:40,171 - mmaction - INFO - Epoch [91][320/1147] lr: 1.000e-04, eta: 4:03:08, time: 1.303, data_time: 0.004, memory: 5812, loss_cls: 8.2266, loss: 8.2266, grad_norm: 9.5115 2020-10-25 08:20:06,404 - mmaction - INFO - Epoch [91][340/1147] lr: 1.000e-04, eta: 4:02:42, time: 1.306, data_time: 0.012, memory: 5812, loss_cls: 7.9217, loss: 7.9217, grad_norm: 9.1092 2020-10-25 08:20:33,000 - mmaction - INFO - Epoch [91][360/1147] lr: 1.000e-04, eta: 4:02:16, time: 1.343, data_time: 0.016, memory: 5812, loss_cls: 8.1971, loss: 8.1971, grad_norm: 9.5212 2020-10-25 08:20:59,397 - mmaction - INFO - Epoch [91][380/1147] lr: 1.000e-04, eta: 4:01:50, time: 1.313, data_time: 0.003, memory: 5812, loss_cls: 8.2076, loss: 8.2076, grad_norm: 9.4729 2020-10-25 08:21:25,325 - mmaction - INFO - Epoch [91][400/1147] lr: 1.000e-04, eta: 4:01:23, time: 1.296, data_time: 0.009, memory: 5812, loss_cls: 8.2574, loss: 8.2574, grad_norm: 9.4944 2020-10-25 08:21:50,953 - mmaction - INFO - Epoch [91][420/1147] lr: 1.000e-04, eta: 4:00:57, time: 1.285, data_time: 0.013, memory: 5812, loss_cls: 7.9931, loss: 7.9931, grad_norm: 9.3264 2020-10-25 08:22:16,939 - mmaction - INFO - Epoch [91][440/1147] lr: 1.000e-04, eta: 4:00:31, time: 1.298, data_time: 0.005, memory: 5812, loss_cls: 8.0962, loss: 8.0962, grad_norm: 9.5729 2020-10-25 08:22:43,184 - mmaction - INFO - Epoch [91][460/1147] lr: 1.000e-04, eta: 4:00:05, time: 1.316, data_time: 0.007, memory: 5812, loss_cls: 8.3277, loss: 8.3277, grad_norm: 9.5442 2020-10-25 08:23:09,010 - mmaction - INFO - Epoch [91][480/1147] lr: 1.000e-04, eta: 3:59:39, time: 1.287, data_time: 0.004, memory: 5812, loss_cls: 8.0528, loss: 8.0528, grad_norm: 9.2633 2020-10-25 08:23:34,629 - mmaction - INFO - Epoch [91][500/1147] lr: 1.000e-04, eta: 3:59:12, time: 1.286, data_time: 0.008, memory: 5812, loss_cls: 8.1357, loss: 8.1357, grad_norm: 9.3824 2020-10-25 08:24:00,816 - mmaction - INFO - Epoch [91][520/1147] lr: 1.000e-04, eta: 3:58:46, time: 1.306, data_time: 0.001, memory: 5812, loss_cls: 8.1792, loss: 8.1792, grad_norm: 9.4485 2020-10-25 08:24:26,472 - mmaction - INFO - Epoch [91][540/1147] lr: 1.000e-04, eta: 3:58:20, time: 1.278, data_time: 0.006, memory: 5812, loss_cls: 8.0218, loss: 8.0218, grad_norm: 9.3084 2020-10-25 08:24:52,743 - mmaction - INFO - Epoch [91][560/1147] lr: 1.000e-04, eta: 3:57:54, time: 1.318, data_time: 0.011, memory: 5812, loss_cls: 8.1694, loss: 8.1694, grad_norm: 9.3640 2020-10-25 08:25:19,224 - mmaction - INFO - Epoch [91][580/1147] lr: 1.000e-04, eta: 3:57:28, time: 1.319, data_time: 0.007, memory: 5812, loss_cls: 8.2384, loss: 8.2384, grad_norm: 9.4183 2020-10-25 08:25:44,762 - mmaction - INFO - Epoch [91][600/1147] lr: 1.000e-04, eta: 3:57:01, time: 1.286, data_time: 0.010, memory: 5812, loss_cls: 8.1246, loss: 8.1246, grad_norm: 9.3541 2020-10-25 08:26:10,858 - mmaction - INFO - Epoch [91][620/1147] lr: 1.000e-04, eta: 3:56:35, time: 1.302, data_time: 0.005, memory: 5812, loss_cls: 8.0378, loss: 8.0378, grad_norm: 9.3564 2020-10-25 08:26:36,698 - mmaction - INFO - Epoch [91][640/1147] lr: 1.000e-04, eta: 3:56:09, time: 1.290, data_time: 0.007, memory: 5812, loss_cls: 8.1004, loss: 8.1004, grad_norm: 9.5623 2020-10-25 08:27:02,787 - mmaction - INFO - Epoch [91][660/1147] lr: 1.000e-04, eta: 3:55:43, time: 1.301, data_time: 0.011, memory: 5812, loss_cls: 8.2071, loss: 8.2071, grad_norm: 9.5386 2020-10-25 08:27:28,758 - mmaction - INFO - Epoch [91][680/1147] lr: 1.000e-04, eta: 3:55:17, time: 1.305, data_time: 0.009, memory: 5812, loss_cls: 8.0288, loss: 8.0288, grad_norm: 9.3467 2020-10-25 08:27:54,565 - mmaction - INFO - Epoch [91][700/1147] lr: 1.000e-04, eta: 3:54:50, time: 1.292, data_time: 0.007, memory: 5812, loss_cls: 8.2497, loss: 8.2497, grad_norm: 9.5393 2020-10-25 08:28:20,546 - mmaction - INFO - Epoch [91][720/1147] lr: 1.000e-04, eta: 3:54:24, time: 1.299, data_time: 0.002, memory: 5812, loss_cls: 8.1930, loss: 8.1930, grad_norm: 9.5488 2020-10-25 08:28:46,095 - mmaction - INFO - Epoch [91][740/1147] lr: 1.000e-04, eta: 3:53:58, time: 1.278, data_time: 0.002, memory: 5812, loss_cls: 8.1258, loss: 8.1258, grad_norm: 9.3076 2020-10-25 08:29:12,444 - mmaction - INFO - Epoch [91][760/1147] lr: 1.000e-04, eta: 3:53:32, time: 1.316, data_time: 0.002, memory: 5812, loss_cls: 8.2638, loss: 8.2638, grad_norm: 9.4101 2020-10-25 08:29:38,286 - mmaction - INFO - Epoch [91][780/1147] lr: 1.000e-04, eta: 3:53:06, time: 1.290, data_time: 0.004, memory: 5812, loss_cls: 8.1122, loss: 8.1122, grad_norm: 9.3183 2020-10-25 08:30:04,475 - mmaction - INFO - Epoch [91][800/1147] lr: 1.000e-04, eta: 3:52:40, time: 1.311, data_time: 0.010, memory: 5812, loss_cls: 8.1104, loss: 8.1104, grad_norm: 9.3548 2020-10-25 08:30:30,454 - mmaction - INFO - Epoch [91][820/1147] lr: 1.000e-04, eta: 3:52:13, time: 1.298, data_time: 0.003, memory: 5812, loss_cls: 8.1233, loss: 8.1233, grad_norm: 9.4011 2020-10-25 08:30:56,131 - mmaction - INFO - Epoch [91][840/1147] lr: 1.000e-04, eta: 3:51:47, time: 1.286, data_time: 0.003, memory: 5812, loss_cls: 7.9858, loss: 7.9858, grad_norm: 9.2926 2020-10-25 08:31:21,492 - mmaction - INFO - Epoch [91][860/1147] lr: 1.000e-04, eta: 3:51:21, time: 1.263, data_time: 0.003, memory: 5812, loss_cls: 8.1380, loss: 8.1380, grad_norm: 9.3731 2020-10-25 08:31:46,523 - mmaction - INFO - Epoch [91][880/1147] lr: 1.000e-04, eta: 3:50:55, time: 1.247, data_time: 0.009, memory: 5812, loss_cls: 8.0424, loss: 8.0424, grad_norm: 9.5075 2020-10-25 08:32:13,323 - mmaction - INFO - Epoch [91][900/1147] lr: 1.000e-04, eta: 3:50:28, time: 1.350, data_time: 0.014, memory: 5812, loss_cls: 8.0962, loss: 8.0962, grad_norm: 9.4829 2020-10-25 08:32:39,595 - mmaction - INFO - Epoch [91][920/1147] lr: 1.000e-04, eta: 3:50:02, time: 1.315, data_time: 0.004, memory: 5812, loss_cls: 8.3260, loss: 8.3260, grad_norm: 9.4918 2020-10-25 08:33:06,448 - mmaction - INFO - Epoch [91][940/1147] lr: 1.000e-04, eta: 3:49:36, time: 1.343, data_time: 0.005, memory: 5812, loss_cls: 8.2701, loss: 8.2701, grad_norm: 9.4794 2020-10-25 08:33:33,121 - mmaction - INFO - Epoch [91][960/1147] lr: 1.000e-04, eta: 3:49:10, time: 1.331, data_time: 0.003, memory: 5812, loss_cls: 8.1229, loss: 8.1229, grad_norm: 9.4572 2020-10-25 08:33:59,073 - mmaction - INFO - Epoch [91][980/1147] lr: 1.000e-04, eta: 3:48:44, time: 1.298, data_time: 0.012, memory: 5812, loss_cls: 8.1647, loss: 8.1647, grad_norm: 9.4662 2020-10-25 08:34:25,361 - mmaction - INFO - Epoch [91][1000/1147] lr: 1.000e-04, eta: 3:48:18, time: 1.317, data_time: 0.004, memory: 5812, loss_cls: 8.0074, loss: 8.0074, grad_norm: 9.4646 2020-10-25 08:34:51,063 - mmaction - INFO - Epoch [91][1020/1147] lr: 1.000e-04, eta: 3:47:52, time: 1.284, data_time: 0.003, memory: 5812, loss_cls: 8.1905, loss: 8.1905, grad_norm: 9.5508 2020-10-25 08:35:17,108 - mmaction - INFO - Epoch [91][1040/1147] lr: 1.000e-04, eta: 3:47:25, time: 1.296, data_time: 0.002, memory: 5812, loss_cls: 8.2541, loss: 8.2541, grad_norm: 9.4579 2020-10-25 08:35:43,438 - mmaction - INFO - Epoch [91][1060/1147] lr: 1.000e-04, eta: 3:46:59, time: 1.322, data_time: 0.018, memory: 5812, loss_cls: 8.2450, loss: 8.2450, grad_norm: 9.6300 2020-10-25 08:36:09,690 - mmaction - INFO - Epoch [91][1080/1147] lr: 1.000e-04, eta: 3:46:33, time: 1.314, data_time: 0.003, memory: 5812, loss_cls: 8.0405, loss: 8.0405, grad_norm: 9.4472 2020-10-25 08:36:35,262 - mmaction - INFO - Epoch [91][1100/1147] lr: 1.000e-04, eta: 3:46:07, time: 1.271, data_time: 0.002, memory: 5812, loss_cls: 7.9961, loss: 7.9961, grad_norm: 9.3067 2020-10-25 08:37:01,311 - mmaction - INFO - Epoch [91][1120/1147] lr: 1.000e-04, eta: 3:45:41, time: 1.305, data_time: 0.009, memory: 5812, loss_cls: 7.8922, loss: 7.8922, grad_norm: 9.3202 2020-10-25 08:37:27,165 - mmaction - INFO - Epoch [91][1140/1147] lr: 1.000e-04, eta: 3:45:14, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 8.2616, loss: 8.2616, grad_norm: 9.5937 2020-10-25 08:38:20,542 - mmaction - INFO - Epoch [92][20/1147] lr: 1.000e-04, eta: 3:44:40, time: 2.233, data_time: 1.544, memory: 5812, loss_cls: 8.1401, loss: 8.1401, grad_norm: 9.3938 2020-10-25 08:38:48,222 - mmaction - INFO - Epoch [92][40/1147] lr: 1.000e-04, eta: 3:44:14, time: 1.384, data_time: 0.236, memory: 5812, loss_cls: 8.0385, loss: 8.0385, grad_norm: 9.5377 2020-10-25 08:39:14,613 - mmaction - INFO - Epoch [92][60/1147] lr: 1.000e-04, eta: 3:43:48, time: 1.318, data_time: 0.002, memory: 5812, loss_cls: 8.1103, loss: 8.1103, grad_norm: 9.4013 2020-10-25 08:39:40,624 - mmaction - INFO - Epoch [92][80/1147] lr: 1.000e-04, eta: 3:43:22, time: 1.299, data_time: 0.007, memory: 5812, loss_cls: 8.1542, loss: 8.1542, grad_norm: 9.5268 2020-10-25 08:40:06,806 - mmaction - INFO - Epoch [92][100/1147] lr: 1.000e-04, eta: 3:42:56, time: 1.310, data_time: 0.006, memory: 5812, loss_cls: 8.1603, loss: 8.1603, grad_norm: 9.3931 2020-10-25 08:40:32,809 - mmaction - INFO - Epoch [92][120/1147] lr: 1.000e-04, eta: 3:42:29, time: 1.297, data_time: 0.005, memory: 5812, loss_cls: 8.1085, loss: 8.1085, grad_norm: 9.4209 2020-10-25 08:40:58,800 - mmaction - INFO - Epoch [92][140/1147] lr: 1.000e-04, eta: 3:42:03, time: 1.304, data_time: 0.007, memory: 5812, loss_cls: 8.1695, loss: 8.1695, grad_norm: 9.4922 2020-10-25 08:41:24,635 - mmaction - INFO - Epoch [92][160/1147] lr: 1.000e-04, eta: 3:41:37, time: 1.290, data_time: 0.004, memory: 5812, loss_cls: 8.2221, loss: 8.2221, grad_norm: 9.4746 2020-10-25 08:41:50,322 - mmaction - INFO - Epoch [92][180/1147] lr: 1.000e-04, eta: 3:41:11, time: 1.279, data_time: 0.005, memory: 5812, loss_cls: 8.0721, loss: 8.0721, grad_norm: 9.3300 2020-10-25 08:42:15,328 - mmaction - INFO - Epoch [92][200/1147] lr: 1.000e-04, eta: 3:40:45, time: 1.259, data_time: 0.012, memory: 5812, loss_cls: 8.1279, loss: 8.1279, grad_norm: 9.3691 2020-10-25 08:42:41,782 - mmaction - INFO - Epoch [92][220/1147] lr: 1.000e-04, eta: 3:40:18, time: 1.320, data_time: 0.002, memory: 5812, loss_cls: 8.1818, loss: 8.1818, grad_norm: 9.5643 2020-10-25 08:43:06,959 - mmaction - INFO - Epoch [92][240/1147] lr: 1.000e-04, eta: 3:39:52, time: 1.262, data_time: 0.005, memory: 5812, loss_cls: 8.2319, loss: 8.2319, grad_norm: 9.4396 2020-10-25 08:43:32,640 - mmaction - INFO - Epoch [92][260/1147] lr: 1.000e-04, eta: 3:39:26, time: 1.284, data_time: 0.006, memory: 5812, loss_cls: 8.1079, loss: 8.1079, grad_norm: 9.4572 2020-10-25 08:43:58,669 - mmaction - INFO - Epoch [92][280/1147] lr: 1.000e-04, eta: 3:39:00, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 8.3351, loss: 8.3351, grad_norm: 9.6787 2020-10-25 08:44:24,751 - mmaction - INFO - Epoch [92][300/1147] lr: 1.000e-04, eta: 3:38:34, time: 1.311, data_time: 0.014, memory: 5812, loss_cls: 8.1663, loss: 8.1663, grad_norm: 9.3531 2020-10-25 08:44:49,477 - mmaction - INFO - Epoch [92][320/1147] lr: 1.000e-04, eta: 3:38:07, time: 1.235, data_time: 0.004, memory: 5812, loss_cls: 8.1852, loss: 8.1852, grad_norm: 9.3862 2020-10-25 08:45:15,292 - mmaction - INFO - Epoch [92][340/1147] lr: 1.000e-04, eta: 3:37:41, time: 1.290, data_time: 0.007, memory: 5812, loss_cls: 8.1865, loss: 8.1865, grad_norm: 9.3605 2020-10-25 08:45:41,018 - mmaction - INFO - Epoch [92][360/1147] lr: 1.000e-04, eta: 3:37:15, time: 1.289, data_time: 0.006, memory: 5812, loss_cls: 8.3125, loss: 8.3125, grad_norm: 9.5715 2020-10-25 08:46:06,540 - mmaction - INFO - Epoch [92][380/1147] lr: 1.000e-04, eta: 3:36:49, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.0150, loss: 8.0150, grad_norm: 9.2532 2020-10-25 08:46:32,938 - mmaction - INFO - Epoch [92][400/1147] lr: 1.000e-04, eta: 3:36:22, time: 1.319, data_time: 0.005, memory: 5812, loss_cls: 8.1768, loss: 8.1768, grad_norm: 9.3907 2020-10-25 08:46:58,541 - mmaction - INFO - Epoch [92][420/1147] lr: 1.000e-04, eta: 3:35:56, time: 1.280, data_time: 0.006, memory: 5812, loss_cls: 8.1210, loss: 8.1210, grad_norm: 9.4033 2020-10-25 08:47:24,499 - mmaction - INFO - Epoch [92][440/1147] lr: 1.000e-04, eta: 3:35:30, time: 1.298, data_time: 0.008, memory: 5812, loss_cls: 8.0275, loss: 8.0275, grad_norm: 9.3996 2020-10-25 08:47:49,953 - mmaction - INFO - Epoch [92][460/1147] lr: 1.000e-04, eta: 3:35:04, time: 1.276, data_time: 0.006, memory: 5812, loss_cls: 8.1126, loss: 8.1126, grad_norm: 9.2533 2020-10-25 08:48:15,705 - mmaction - INFO - Epoch [92][480/1147] lr: 1.000e-04, eta: 3:34:38, time: 1.281, data_time: 0.004, memory: 5812, loss_cls: 8.1637, loss: 8.1637, grad_norm: 9.4825 2020-10-25 08:48:40,804 - mmaction - INFO - Epoch [92][500/1147] lr: 1.000e-04, eta: 3:34:11, time: 1.262, data_time: 0.009, memory: 5812, loss_cls: 8.0721, loss: 8.0721, grad_norm: 9.4557 2020-10-25 08:49:06,648 - mmaction - INFO - Epoch [92][520/1147] lr: 1.000e-04, eta: 3:33:45, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 8.1143, loss: 8.1143, grad_norm: 9.4895 2020-10-25 08:49:32,575 - mmaction - INFO - Epoch [92][540/1147] lr: 1.000e-04, eta: 3:33:19, time: 1.290, data_time: 0.002, memory: 5812, loss_cls: 8.1375, loss: 8.1375, grad_norm: 9.4325 2020-10-25 08:49:58,370 - mmaction - INFO - Epoch [92][560/1147] lr: 1.000e-04, eta: 3:32:53, time: 1.291, data_time: 0.008, memory: 5812, loss_cls: 8.2785, loss: 8.2785, grad_norm: 9.3819 2020-10-25 08:50:23,730 - mmaction - INFO - Epoch [92][580/1147] lr: 1.000e-04, eta: 3:32:26, time: 1.272, data_time: 0.009, memory: 5812, loss_cls: 8.0686, loss: 8.0686, grad_norm: 9.3414 2020-10-25 08:50:49,840 - mmaction - INFO - Epoch [92][600/1147] lr: 1.000e-04, eta: 3:32:00, time: 1.302, data_time: 0.003, memory: 5812, loss_cls: 8.1566, loss: 8.1566, grad_norm: 9.2844 2020-10-25 08:51:15,969 - mmaction - INFO - Epoch [92][620/1147] lr: 1.000e-04, eta: 3:31:34, time: 1.305, data_time: 0.007, memory: 5812, loss_cls: 8.2787, loss: 8.2787, grad_norm: 9.5029 2020-10-25 08:51:41,787 - mmaction - INFO - Epoch [92][640/1147] lr: 1.000e-04, eta: 3:31:08, time: 1.287, data_time: 0.012, memory: 5812, loss_cls: 7.9678, loss: 7.9678, grad_norm: 9.2175 2020-10-25 08:52:07,279 - mmaction - INFO - Epoch [92][660/1147] lr: 1.000e-04, eta: 3:30:42, time: 1.285, data_time: 0.012, memory: 5812, loss_cls: 8.1051, loss: 8.1051, grad_norm: 9.4109 2020-10-25 08:52:32,634 - mmaction - INFO - Epoch [92][680/1147] lr: 1.000e-04, eta: 3:30:15, time: 1.268, data_time: 0.001, memory: 5812, loss_cls: 8.2005, loss: 8.2005, grad_norm: 9.3665 2020-10-25 08:52:58,528 - mmaction - INFO - Epoch [92][700/1147] lr: 1.000e-04, eta: 3:29:49, time: 1.294, data_time: 0.003, memory: 5812, loss_cls: 8.0128, loss: 8.0128, grad_norm: 9.2221 2020-10-25 08:53:24,222 - mmaction - INFO - Epoch [92][720/1147] lr: 1.000e-04, eta: 3:29:23, time: 1.278, data_time: 0.005, memory: 5812, loss_cls: 8.0951, loss: 8.0951, grad_norm: 9.5388 2020-10-25 08:53:50,512 - mmaction - INFO - Epoch [92][740/1147] lr: 1.000e-04, eta: 3:28:57, time: 1.316, data_time: 0.010, memory: 5812, loss_cls: 8.0901, loss: 8.0901, grad_norm: 9.5836 2020-10-25 08:54:16,115 - mmaction - INFO - Epoch [92][760/1147] lr: 1.000e-04, eta: 3:28:31, time: 1.277, data_time: 0.008, memory: 5812, loss_cls: 7.9319, loss: 7.9319, grad_norm: 9.2917 2020-10-25 08:54:41,968 - mmaction - INFO - Epoch [92][780/1147] lr: 1.000e-04, eta: 3:28:04, time: 1.295, data_time: 0.013, memory: 5812, loss_cls: 8.0603, loss: 8.0603, grad_norm: 9.4371 2020-10-25 08:55:08,060 - mmaction - INFO - Epoch [92][800/1147] lr: 1.000e-04, eta: 3:27:38, time: 1.310, data_time: 0.009, memory: 5812, loss_cls: 8.2536, loss: 8.2536, grad_norm: 9.4812 2020-10-25 08:55:33,122 - mmaction - INFO - Epoch [92][820/1147] lr: 1.000e-04, eta: 3:27:12, time: 1.250, data_time: 0.007, memory: 5812, loss_cls: 8.4416, loss: 8.4416, grad_norm: 9.6764 2020-10-25 08:55:58,678 - mmaction - INFO - Epoch [92][840/1147] lr: 1.000e-04, eta: 3:26:46, time: 1.279, data_time: 0.005, memory: 5812, loss_cls: 8.2303, loss: 8.2303, grad_norm: 9.5152 2020-10-25 08:56:25,072 - mmaction - INFO - Epoch [92][860/1147] lr: 1.000e-04, eta: 3:26:20, time: 1.315, data_time: 0.006, memory: 5812, loss_cls: 8.0010, loss: 8.0010, grad_norm: 9.2849 2020-10-25 08:56:50,181 - mmaction - INFO - Epoch [92][880/1147] lr: 1.000e-04, eta: 3:25:53, time: 1.263, data_time: 0.010, memory: 5812, loss_cls: 8.2913, loss: 8.2913, grad_norm: 9.5564 2020-10-25 08:57:15,370 - mmaction - INFO - Epoch [92][900/1147] lr: 1.000e-04, eta: 3:25:27, time: 1.258, data_time: 0.004, memory: 5812, loss_cls: 8.0811, loss: 8.0811, grad_norm: 9.3121 2020-10-25 08:57:41,023 - mmaction - INFO - Epoch [92][920/1147] lr: 1.000e-04, eta: 3:25:01, time: 1.283, data_time: 0.005, memory: 5812, loss_cls: 8.1915, loss: 8.1915, grad_norm: 9.4682 2020-10-25 08:58:07,132 - mmaction - INFO - Epoch [92][940/1147] lr: 1.000e-04, eta: 3:24:35, time: 1.296, data_time: 0.005, memory: 5812, loss_cls: 8.2931, loss: 8.2931, grad_norm: 9.5747 2020-10-25 08:58:32,523 - mmaction - INFO - Epoch [92][960/1147] lr: 1.000e-04, eta: 3:24:08, time: 1.279, data_time: 0.014, memory: 5812, loss_cls: 8.1869, loss: 8.1869, grad_norm: 9.3342 2020-10-25 08:58:58,021 - mmaction - INFO - Epoch [92][980/1147] lr: 1.000e-04, eta: 3:23:42, time: 1.275, data_time: 0.003, memory: 5812, loss_cls: 8.0446, loss: 8.0446, grad_norm: 9.3331 2020-10-25 08:59:23,352 - mmaction - INFO - Epoch [92][1000/1147] lr: 1.000e-04, eta: 3:23:16, time: 1.266, data_time: 0.002, memory: 5812, loss_cls: 8.2670, loss: 8.2670, grad_norm: 9.3006 2020-10-25 08:59:48,757 - mmaction - INFO - Epoch [92][1020/1147] lr: 1.000e-04, eta: 3:22:50, time: 1.267, data_time: 0.004, memory: 5812, loss_cls: 8.2175, loss: 8.2175, grad_norm: 9.4790 2020-10-25 09:00:15,312 - mmaction - INFO - Epoch [92][1040/1147] lr: 1.000e-04, eta: 3:22:24, time: 1.329, data_time: 0.008, memory: 5812, loss_cls: 8.0960, loss: 8.0960, grad_norm: 9.2799 2020-10-25 09:00:41,787 - mmaction - INFO - Epoch [92][1060/1147] lr: 1.000e-04, eta: 3:21:57, time: 1.322, data_time: 0.045, memory: 5812, loss_cls: 8.0891, loss: 8.0891, grad_norm: 9.5312 2020-10-25 09:01:06,691 - mmaction - INFO - Epoch [92][1080/1147] lr: 1.000e-04, eta: 3:21:31, time: 1.247, data_time: 0.005, memory: 5812, loss_cls: 8.1314, loss: 8.1314, grad_norm: 9.2448 2020-10-25 09:01:32,577 - mmaction - INFO - Epoch [92][1100/1147] lr: 1.000e-04, eta: 3:21:05, time: 1.295, data_time: 0.004, memory: 5812, loss_cls: 8.1561, loss: 8.1561, grad_norm: 9.4028 2020-10-25 09:01:59,157 - mmaction - INFO - Epoch [92][1120/1147] lr: 1.000e-04, eta: 3:20:39, time: 1.321, data_time: 0.003, memory: 5812, loss_cls: 8.1496, loss: 8.1496, grad_norm: 9.4477 2020-10-25 09:02:24,930 - mmaction - INFO - Epoch [92][1140/1147] lr: 1.000e-04, eta: 3:20:13, time: 1.287, data_time: 0.013, memory: 5812, loss_cls: 8.3337, loss: 8.3337, grad_norm: 9.6183 2020-10-25 09:03:31,473 - mmaction - INFO - Epoch [93][20/1147] lr: 1.000e-04, eta: 3:19:39, time: 2.557, data_time: 1.562, memory: 5812, loss_cls: 8.1048, loss: 8.1048, grad_norm: 9.3664 2020-10-25 09:03:58,461 - mmaction - INFO - Epoch [93][40/1147] lr: 1.000e-04, eta: 3:19:13, time: 1.345, data_time: 0.298, memory: 5812, loss_cls: 8.1599, loss: 8.1599, grad_norm: 9.3976 2020-10-25 09:04:24,033 - mmaction - INFO - Epoch [93][60/1147] lr: 1.000e-04, eta: 3:18:47, time: 1.282, data_time: 0.313, memory: 5812, loss_cls: 8.0135, loss: 8.0135, grad_norm: 9.0747 2020-10-25 09:04:50,627 - mmaction - INFO - Epoch [93][80/1147] lr: 1.000e-04, eta: 3:18:20, time: 1.325, data_time: 0.225, memory: 5812, loss_cls: 8.2205, loss: 8.2205, grad_norm: 9.3285 2020-10-25 09:05:15,838 - mmaction - INFO - Epoch [93][100/1147] lr: 1.000e-04, eta: 3:17:54, time: 1.266, data_time: 0.011, memory: 5812, loss_cls: 8.0502, loss: 8.0502, grad_norm: 9.4010 2020-10-25 09:05:40,993 - mmaction - INFO - Epoch [93][120/1147] lr: 1.000e-04, eta: 3:17:28, time: 1.251, data_time: 0.005, memory: 5812, loss_cls: 8.2120, loss: 8.2120, grad_norm: 9.4484 2020-10-25 09:06:06,436 - mmaction - INFO - Epoch [93][140/1147] lr: 1.000e-04, eta: 3:17:02, time: 1.280, data_time: 0.012, memory: 5812, loss_cls: 7.9960, loss: 7.9960, grad_norm: 9.3587 2020-10-25 09:06:31,986 - mmaction - INFO - Epoch [93][160/1147] lr: 1.000e-04, eta: 3:16:35, time: 1.273, data_time: 0.004, memory: 5812, loss_cls: 7.9438, loss: 7.9438, grad_norm: 9.3152 2020-10-25 09:06:57,089 - mmaction - INFO - Epoch [93][180/1147] lr: 1.000e-04, eta: 3:16:09, time: 1.257, data_time: 0.009, memory: 5812, loss_cls: 8.0118, loss: 8.0118, grad_norm: 9.4690 2020-10-25 09:07:22,472 - mmaction - INFO - Epoch [93][200/1147] lr: 1.000e-04, eta: 3:15:43, time: 1.267, data_time: 0.006, memory: 5812, loss_cls: 8.1689, loss: 8.1689, grad_norm: 9.5037 2020-10-25 09:07:47,738 - mmaction - INFO - Epoch [93][220/1147] lr: 1.000e-04, eta: 3:15:17, time: 1.269, data_time: 0.008, memory: 5812, loss_cls: 8.2638, loss: 8.2638, grad_norm: 9.5771 2020-10-25 09:08:13,295 - mmaction - INFO - Epoch [93][240/1147] lr: 1.000e-04, eta: 3:14:50, time: 1.274, data_time: 0.002, memory: 5812, loss_cls: 8.2387, loss: 8.2387, grad_norm: 9.4726 2020-10-25 09:08:38,674 - mmaction - INFO - Epoch [93][260/1147] lr: 1.000e-04, eta: 3:14:24, time: 1.260, data_time: 0.005, memory: 5812, loss_cls: 8.1709, loss: 8.1709, grad_norm: 9.3693 2020-10-25 09:09:04,103 - mmaction - INFO - Epoch [93][280/1147] lr: 1.000e-04, eta: 3:13:58, time: 1.268, data_time: 0.015, memory: 5812, loss_cls: 8.1373, loss: 8.1373, grad_norm: 9.4539 2020-10-25 09:09:28,760 - mmaction - INFO - Epoch [93][300/1147] lr: 1.000e-04, eta: 3:13:32, time: 1.249, data_time: 0.017, memory: 5812, loss_cls: 7.9604, loss: 7.9604, grad_norm: 9.2724 2020-10-25 09:09:53,633 - mmaction - INFO - Epoch [93][320/1147] lr: 1.000e-04, eta: 3:13:05, time: 1.238, data_time: 0.002, memory: 5812, loss_cls: 8.0306, loss: 8.0306, grad_norm: 9.3404 2020-10-25 09:10:19,519 - mmaction - INFO - Epoch [93][340/1147] lr: 1.000e-04, eta: 3:12:39, time: 1.293, data_time: 0.006, memory: 5812, loss_cls: 8.1891, loss: 8.1891, grad_norm: 9.4586 2020-10-25 09:10:44,939 - mmaction - INFO - Epoch [93][360/1147] lr: 1.000e-04, eta: 3:12:13, time: 1.274, data_time: 0.009, memory: 5812, loss_cls: 8.0588, loss: 8.0588, grad_norm: 9.2447 2020-10-25 09:11:10,336 - mmaction - INFO - Epoch [93][380/1147] lr: 1.000e-04, eta: 3:11:47, time: 1.269, data_time: 0.006, memory: 5812, loss_cls: 8.0333, loss: 8.0333, grad_norm: 9.4039 2020-10-25 09:11:35,648 - mmaction - INFO - Epoch [93][400/1147] lr: 1.000e-04, eta: 3:11:20, time: 1.262, data_time: 0.008, memory: 5812, loss_cls: 8.2611, loss: 8.2611, grad_norm: 9.3577 2020-10-25 09:12:01,121 - mmaction - INFO - Epoch [93][420/1147] lr: 1.000e-04, eta: 3:10:54, time: 1.276, data_time: 0.015, memory: 5812, loss_cls: 8.2282, loss: 8.2282, grad_norm: 9.5724 2020-10-25 09:12:26,388 - mmaction - INFO - Epoch [93][440/1147] lr: 1.000e-04, eta: 3:10:28, time: 1.265, data_time: 0.008, memory: 5812, loss_cls: 8.0954, loss: 8.0954, grad_norm: 9.3063 2020-10-25 09:12:51,073 - mmaction - INFO - Epoch [93][460/1147] lr: 1.000e-04, eta: 3:10:02, time: 1.235, data_time: 0.007, memory: 5812, loss_cls: 8.0996, loss: 8.0996, grad_norm: 9.5447 2020-10-25 09:13:15,919 - mmaction - INFO - Epoch [93][480/1147] lr: 1.000e-04, eta: 3:09:35, time: 1.243, data_time: 0.004, memory: 5812, loss_cls: 8.1422, loss: 8.1422, grad_norm: 9.4370 2020-10-25 09:13:42,099 - mmaction - INFO - Epoch [93][500/1147] lr: 1.000e-04, eta: 3:09:09, time: 1.304, data_time: 0.004, memory: 5812, loss_cls: 8.2786, loss: 8.2786, grad_norm: 9.4899 2020-10-25 09:14:07,985 - mmaction - INFO - Epoch [93][520/1147] lr: 1.000e-04, eta: 3:08:43, time: 1.297, data_time: 0.011, memory: 5812, loss_cls: 8.2885, loss: 8.2885, grad_norm: 9.5316 2020-10-25 09:14:33,498 - mmaction - INFO - Epoch [93][540/1147] lr: 1.000e-04, eta: 3:08:17, time: 1.274, data_time: 0.008, memory: 5812, loss_cls: 8.2991, loss: 8.2991, grad_norm: 9.5004 2020-10-25 09:14:58,760 - mmaction - INFO - Epoch [93][560/1147] lr: 1.000e-04, eta: 3:07:51, time: 1.263, data_time: 0.009, memory: 5812, loss_cls: 8.3151, loss: 8.3151, grad_norm: 9.5296 2020-10-25 09:15:23,271 - mmaction - INFO - Epoch [93][580/1147] lr: 1.000e-04, eta: 3:07:24, time: 1.229, data_time: 0.006, memory: 5812, loss_cls: 8.0937, loss: 8.0937, grad_norm: 9.2403 2020-10-25 09:15:49,250 - mmaction - INFO - Epoch [93][600/1147] lr: 1.000e-04, eta: 3:06:58, time: 1.295, data_time: 0.004, memory: 5812, loss_cls: 8.1181, loss: 8.1181, grad_norm: 9.2920 2020-10-25 09:16:14,397 - mmaction - INFO - Epoch [93][620/1147] lr: 1.000e-04, eta: 3:06:32, time: 1.260, data_time: 0.007, memory: 5812, loss_cls: 8.3034, loss: 8.3034, grad_norm: 9.5638 2020-10-25 09:16:39,971 - mmaction - INFO - Epoch [93][640/1147] lr: 1.000e-04, eta: 3:06:06, time: 1.278, data_time: 0.004, memory: 5812, loss_cls: 8.1535, loss: 8.1535, grad_norm: 9.4123 2020-10-25 09:17:05,289 - mmaction - INFO - Epoch [93][660/1147] lr: 1.000e-04, eta: 3:05:39, time: 1.258, data_time: 0.005, memory: 5812, loss_cls: 8.0910, loss: 8.0910, grad_norm: 9.3802 2020-10-25 09:17:30,830 - mmaction - INFO - Epoch [93][680/1147] lr: 1.000e-04, eta: 3:05:13, time: 1.280, data_time: 0.013, memory: 5812, loss_cls: 8.1732, loss: 8.1732, grad_norm: 9.4406 2020-10-25 09:17:56,010 - mmaction - INFO - Epoch [93][700/1147] lr: 1.000e-04, eta: 3:04:47, time: 1.264, data_time: 0.009, memory: 5812, loss_cls: 8.2358, loss: 8.2358, grad_norm: 9.3958 2020-10-25 09:18:21,151 - mmaction - INFO - Epoch [93][720/1147] lr: 1.000e-04, eta: 3:04:21, time: 1.260, data_time: 0.004, memory: 5812, loss_cls: 8.2521, loss: 8.2521, grad_norm: 9.5837 2020-10-25 09:18:46,592 - mmaction - INFO - Epoch [93][740/1147] lr: 1.000e-04, eta: 3:03:54, time: 1.269, data_time: 0.004, memory: 5812, loss_cls: 8.0924, loss: 8.0924, grad_norm: 9.4084 2020-10-25 09:19:12,418 - mmaction - INFO - Epoch [93][760/1147] lr: 1.000e-04, eta: 3:03:28, time: 1.294, data_time: 0.007, memory: 5812, loss_cls: 8.0591, loss: 8.0591, grad_norm: 9.4688 2020-10-25 09:19:37,534 - mmaction - INFO - Epoch [93][780/1147] lr: 1.000e-04, eta: 3:03:02, time: 1.256, data_time: 0.001, memory: 5812, loss_cls: 7.9893, loss: 7.9893, grad_norm: 9.2550 2020-10-25 09:20:02,769 - mmaction - INFO - Epoch [93][800/1147] lr: 1.000e-04, eta: 3:02:36, time: 1.252, data_time: 0.005, memory: 5812, loss_cls: 8.0142, loss: 8.0142, grad_norm: 9.2479 2020-10-25 09:20:28,595 - mmaction - INFO - Epoch [93][820/1147] lr: 1.000e-04, eta: 3:02:10, time: 1.299, data_time: 0.012, memory: 5812, loss_cls: 8.1836, loss: 8.1836, grad_norm: 9.5662 2020-10-25 09:20:53,683 - mmaction - INFO - Epoch [93][840/1147] lr: 1.000e-04, eta: 3:01:43, time: 1.254, data_time: 0.004, memory: 5812, loss_cls: 8.1791, loss: 8.1791, grad_norm: 9.5627 2020-10-25 09:21:19,139 - mmaction - INFO - Epoch [93][860/1147] lr: 1.000e-04, eta: 3:01:17, time: 1.269, data_time: 0.004, memory: 5812, loss_cls: 8.4167, loss: 8.4167, grad_norm: 9.5347 2020-10-25 09:21:44,741 - mmaction - INFO - Epoch [93][880/1147] lr: 1.000e-04, eta: 3:00:51, time: 1.285, data_time: 0.009, memory: 5812, loss_cls: 8.1375, loss: 8.1375, grad_norm: 9.4551 2020-10-25 09:22:09,904 - mmaction - INFO - Epoch [93][900/1147] lr: 1.000e-04, eta: 3:00:25, time: 1.246, data_time: 0.005, memory: 5812, loss_cls: 8.0842, loss: 8.0842, grad_norm: 9.3478 2020-10-25 09:22:35,849 - mmaction - INFO - Epoch [93][920/1147] lr: 1.000e-04, eta: 2:59:58, time: 1.303, data_time: 0.015, memory: 5812, loss_cls: 8.1692, loss: 8.1692, grad_norm: 9.5026 2020-10-25 09:23:00,870 - mmaction - INFO - Epoch [93][940/1147] lr: 1.000e-04, eta: 2:59:32, time: 1.249, data_time: 0.010, memory: 5812, loss_cls: 8.1994, loss: 8.1994, grad_norm: 9.5101 2020-10-25 09:23:26,373 - mmaction - INFO - Epoch [93][960/1147] lr: 1.000e-04, eta: 2:59:06, time: 1.274, data_time: 0.016, memory: 5812, loss_cls: 8.0057, loss: 8.0057, grad_norm: 9.3138 2020-10-25 09:23:51,665 - mmaction - INFO - Epoch [93][980/1147] lr: 1.000e-04, eta: 2:58:40, time: 1.269, data_time: 0.013, memory: 5812, loss_cls: 8.0808, loss: 8.0808, grad_norm: 9.4444 2020-10-25 09:24:16,726 - mmaction - INFO - Epoch [93][1000/1147] lr: 1.000e-04, eta: 2:58:13, time: 1.257, data_time: 0.008, memory: 5812, loss_cls: 8.0121, loss: 8.0121, grad_norm: 9.4156 2020-10-25 09:24:41,294 - mmaction - INFO - Epoch [93][1020/1147] lr: 1.000e-04, eta: 2:57:47, time: 1.229, data_time: 0.004, memory: 5812, loss_cls: 8.0762, loss: 8.0762, grad_norm: 9.5071 2020-10-25 09:25:06,576 - mmaction - INFO - Epoch [93][1040/1147] lr: 1.000e-04, eta: 2:57:21, time: 1.266, data_time: 0.003, memory: 5812, loss_cls: 8.2114, loss: 8.2114, grad_norm: 9.6416 2020-10-25 09:25:31,491 - mmaction - INFO - Epoch [93][1060/1147] lr: 1.000e-04, eta: 2:56:55, time: 1.237, data_time: 0.002, memory: 5812, loss_cls: 7.9205, loss: 7.9205, grad_norm: 9.3355 2020-10-25 09:25:57,279 - mmaction - INFO - Epoch [93][1080/1147] lr: 1.000e-04, eta: 2:56:28, time: 1.294, data_time: 0.010, memory: 5812, loss_cls: 8.1599, loss: 8.1599, grad_norm: 9.3844 2020-10-25 09:26:22,670 - mmaction - INFO - Epoch [93][1100/1147] lr: 1.000e-04, eta: 2:56:02, time: 1.272, data_time: 0.007, memory: 5812, loss_cls: 8.1543, loss: 8.1543, grad_norm: 9.5346 2020-10-25 09:26:47,581 - mmaction - INFO - Epoch [93][1120/1147] lr: 1.000e-04, eta: 2:55:36, time: 1.246, data_time: 0.004, memory: 5812, loss_cls: 8.1762, loss: 8.1762, grad_norm: 9.3772 2020-10-25 09:27:12,635 - mmaction - INFO - Epoch [93][1140/1147] lr: 1.000e-04, eta: 2:55:10, time: 1.254, data_time: 0.004, memory: 5812, loss_cls: 8.2591, loss: 8.2591, grad_norm: 9.4812 2020-10-25 09:27:58,574 - mmaction - INFO - Epoch [94][20/1147] lr: 1.000e-04, eta: 2:54:35, time: 1.893, data_time: 0.847, memory: 5812, loss_cls: 7.9417, loss: 7.9417, grad_norm: 9.2131 2020-10-25 09:28:25,199 - mmaction - INFO - Epoch [94][40/1147] lr: 1.000e-04, eta: 2:54:09, time: 1.337, data_time: 0.079, memory: 5812, loss_cls: 8.1489, loss: 8.1489, grad_norm: 9.3932 2020-10-25 09:28:52,065 - mmaction - INFO - Epoch [94][60/1147] lr: 1.000e-04, eta: 2:53:42, time: 1.348, data_time: 0.059, memory: 5812, loss_cls: 8.0165, loss: 8.0165, grad_norm: 9.2937 2020-10-25 09:29:18,369 - mmaction - INFO - Epoch [94][80/1147] lr: 1.000e-04, eta: 2:53:16, time: 1.314, data_time: 0.003, memory: 5812, loss_cls: 8.0966, loss: 8.0966, grad_norm: 9.4544 2020-10-25 09:29:44,669 - mmaction - INFO - Epoch [94][100/1147] lr: 1.000e-04, eta: 2:52:50, time: 1.316, data_time: 0.004, memory: 5812, loss_cls: 8.0018, loss: 8.0018, grad_norm: 9.2261 2020-10-25 09:30:11,066 - mmaction - INFO - Epoch [94][120/1147] lr: 1.000e-04, eta: 2:52:24, time: 1.317, data_time: 0.007, memory: 5812, loss_cls: 7.9943, loss: 7.9943, grad_norm: 9.3871 2020-10-25 09:30:36,782 - mmaction - INFO - Epoch [94][140/1147] lr: 1.000e-04, eta: 2:51:58, time: 1.287, data_time: 0.004, memory: 5812, loss_cls: 8.1938, loss: 8.1938, grad_norm: 9.5453 2020-10-25 09:31:03,303 - mmaction - INFO - Epoch [94][160/1147] lr: 1.000e-04, eta: 2:51:32, time: 1.327, data_time: 0.004, memory: 5812, loss_cls: 8.0849, loss: 8.0849, grad_norm: 9.3286 2020-10-25 09:31:29,410 - mmaction - INFO - Epoch [94][180/1147] lr: 1.000e-04, eta: 2:51:06, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 7.9894, loss: 7.9894, grad_norm: 9.2668 2020-10-25 09:31:55,424 - mmaction - INFO - Epoch [94][200/1147] lr: 1.000e-04, eta: 2:50:39, time: 1.299, data_time: 0.011, memory: 5812, loss_cls: 8.1482, loss: 8.1482, grad_norm: 9.5061 2020-10-25 09:32:20,563 - mmaction - INFO - Epoch [94][220/1147] lr: 1.000e-04, eta: 2:50:13, time: 1.262, data_time: 0.015, memory: 5812, loss_cls: 8.4330, loss: 8.4330, grad_norm: 9.7874 2020-10-25 09:32:46,601 - mmaction - INFO - Epoch [94][240/1147] lr: 1.000e-04, eta: 2:49:47, time: 1.301, data_time: 0.011, memory: 5812, loss_cls: 8.2590, loss: 8.2590, grad_norm: 9.4683 2020-10-25 09:33:12,810 - mmaction - INFO - Epoch [94][260/1147] lr: 1.000e-04, eta: 2:49:21, time: 1.312, data_time: 0.006, memory: 5812, loss_cls: 8.0919, loss: 8.0919, grad_norm: 9.2672 2020-10-25 09:33:38,890 - mmaction - INFO - Epoch [94][280/1147] lr: 1.000e-04, eta: 2:48:55, time: 1.297, data_time: 0.004, memory: 5812, loss_cls: 8.0244, loss: 8.0244, grad_norm: 9.2880 2020-10-25 09:34:04,971 - mmaction - INFO - Epoch [94][300/1147] lr: 1.000e-04, eta: 2:48:28, time: 1.312, data_time: 0.013, memory: 5812, loss_cls: 8.2184, loss: 8.2184, grad_norm: 9.5968 2020-10-25 09:34:30,477 - mmaction - INFO - Epoch [94][320/1147] lr: 1.000e-04, eta: 2:48:02, time: 1.277, data_time: 0.003, memory: 5812, loss_cls: 8.1627, loss: 8.1627, grad_norm: 9.3968 2020-10-25 09:34:56,106 - mmaction - INFO - Epoch [94][340/1147] lr: 1.000e-04, eta: 2:47:36, time: 1.279, data_time: 0.002, memory: 5812, loss_cls: 8.1326, loss: 8.1326, grad_norm: 9.3580 2020-10-25 09:35:22,526 - mmaction - INFO - Epoch [94][360/1147] lr: 1.000e-04, eta: 2:47:10, time: 1.311, data_time: 0.004, memory: 5812, loss_cls: 7.9184, loss: 7.9184, grad_norm: 9.3416 2020-10-25 09:35:48,178 - mmaction - INFO - Epoch [94][380/1147] lr: 1.000e-04, eta: 2:46:44, time: 1.290, data_time: 0.020, memory: 5812, loss_cls: 8.0712, loss: 8.0712, grad_norm: 9.5524 2020-10-25 09:36:13,693 - mmaction - INFO - Epoch [94][400/1147] lr: 1.000e-04, eta: 2:46:18, time: 1.280, data_time: 0.010, memory: 5812, loss_cls: 8.1080, loss: 8.1080, grad_norm: 9.6413 2020-10-25 09:36:39,436 - mmaction - INFO - Epoch [94][420/1147] lr: 1.000e-04, eta: 2:45:51, time: 1.280, data_time: 0.004, memory: 5812, loss_cls: 8.1162, loss: 8.1162, grad_norm: 9.5446 2020-10-25 09:37:04,795 - mmaction - INFO - Epoch [94][440/1147] lr: 1.000e-04, eta: 2:45:25, time: 1.274, data_time: 0.014, memory: 5812, loss_cls: 7.9914, loss: 7.9914, grad_norm: 9.3839 2020-10-25 09:37:31,085 - mmaction - INFO - Epoch [94][460/1147] lr: 1.000e-04, eta: 2:44:59, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 8.3428, loss: 8.3428, grad_norm: 9.6005 2020-10-25 09:37:56,513 - mmaction - INFO - Epoch [94][480/1147] lr: 1.000e-04, eta: 2:44:33, time: 1.278, data_time: 0.014, memory: 5812, loss_cls: 8.1590, loss: 8.1590, grad_norm: 9.3870 2020-10-25 09:38:22,154 - mmaction - INFO - Epoch [94][500/1147] lr: 1.000e-04, eta: 2:44:07, time: 1.272, data_time: 0.006, memory: 5812, loss_cls: 8.2992, loss: 8.2992, grad_norm: 9.4521 2020-10-25 09:38:47,779 - mmaction - INFO - Epoch [94][520/1147] lr: 1.000e-04, eta: 2:43:40, time: 1.292, data_time: 0.014, memory: 5812, loss_cls: 8.1889, loss: 8.1889, grad_norm: 9.4164 2020-10-25 09:39:12,613 - mmaction - INFO - Epoch [94][540/1147] lr: 1.000e-04, eta: 2:43:14, time: 1.243, data_time: 0.008, memory: 5812, loss_cls: 8.1899, loss: 8.1899, grad_norm: 9.4633 2020-10-25 09:39:38,469 - mmaction - INFO - Epoch [94][560/1147] lr: 1.000e-04, eta: 2:42:48, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 8.1496, loss: 8.1496, grad_norm: 9.4009 2020-10-25 09:40:04,106 - mmaction - INFO - Epoch [94][580/1147] lr: 1.000e-04, eta: 2:42:22, time: 1.288, data_time: 0.012, memory: 5812, loss_cls: 8.1775, loss: 8.1775, grad_norm: 9.5316 2020-10-25 09:40:29,955 - mmaction - INFO - Epoch [94][600/1147] lr: 1.000e-04, eta: 2:41:56, time: 1.291, data_time: 0.004, memory: 5812, loss_cls: 8.1328, loss: 8.1328, grad_norm: 9.4524 2020-10-25 09:40:55,745 - mmaction - INFO - Epoch [94][620/1147] lr: 1.000e-04, eta: 2:41:29, time: 1.279, data_time: 0.003, memory: 5812, loss_cls: 8.0148, loss: 8.0148, grad_norm: 9.4543 2020-10-25 09:41:20,496 - mmaction - INFO - Epoch [94][640/1147] lr: 1.000e-04, eta: 2:41:03, time: 1.245, data_time: 0.013, memory: 5812, loss_cls: 8.3472, loss: 8.3472, grad_norm: 9.5864 2020-10-25 09:41:46,015 - mmaction - INFO - Epoch [94][660/1147] lr: 1.000e-04, eta: 2:40:37, time: 1.281, data_time: 0.009, memory: 5812, loss_cls: 8.1688, loss: 8.1688, grad_norm: 9.5656 2020-10-25 09:42:11,835 - mmaction - INFO - Epoch [94][680/1147] lr: 1.000e-04, eta: 2:40:11, time: 1.285, data_time: 0.002, memory: 5812, loss_cls: 8.3060, loss: 8.3060, grad_norm: 9.4613 2020-10-25 09:42:37,948 - mmaction - INFO - Epoch [94][700/1147] lr: 1.000e-04, eta: 2:39:45, time: 1.304, data_time: 0.008, memory: 5812, loss_cls: 8.0388, loss: 8.0388, grad_norm: 9.4432 2020-10-25 09:43:03,706 - mmaction - INFO - Epoch [94][720/1147] lr: 1.000e-04, eta: 2:39:18, time: 1.291, data_time: 0.011, memory: 5812, loss_cls: 8.1444, loss: 8.1444, grad_norm: 9.4481 2020-10-25 09:43:29,858 - mmaction - INFO - Epoch [94][740/1147] lr: 1.000e-04, eta: 2:38:52, time: 1.305, data_time: 0.009, memory: 5812, loss_cls: 8.2456, loss: 8.2456, grad_norm: 9.5242 2020-10-25 09:43:55,801 - mmaction - INFO - Epoch [94][760/1147] lr: 1.000e-04, eta: 2:38:26, time: 1.301, data_time: 0.011, memory: 5812, loss_cls: 8.1391, loss: 8.1391, grad_norm: 9.4678 2020-10-25 09:44:22,203 - mmaction - INFO - Epoch [94][780/1147] lr: 1.000e-04, eta: 2:38:00, time: 1.313, data_time: 0.007, memory: 5812, loss_cls: 8.1023, loss: 8.1023, grad_norm: 9.4281 2020-10-25 09:44:47,424 - mmaction - INFO - Epoch [94][800/1147] lr: 1.000e-04, eta: 2:37:34, time: 1.268, data_time: 0.012, memory: 5812, loss_cls: 8.1475, loss: 8.1475, grad_norm: 9.5033 2020-10-25 09:45:13,416 - mmaction - INFO - Epoch [94][820/1147] lr: 1.000e-04, eta: 2:37:07, time: 1.302, data_time: 0.006, memory: 5812, loss_cls: 7.9385, loss: 7.9385, grad_norm: 9.1763 2020-10-25 09:45:39,144 - mmaction - INFO - Epoch [94][840/1147] lr: 1.000e-04, eta: 2:36:41, time: 1.288, data_time: 0.008, memory: 5812, loss_cls: 8.0813, loss: 8.0813, grad_norm: 9.4011 2020-10-25 09:46:05,078 - mmaction - INFO - Epoch [94][860/1147] lr: 1.000e-04, eta: 2:36:15, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 8.1571, loss: 8.1571, grad_norm: 9.5829 2020-10-25 09:46:30,451 - mmaction - INFO - Epoch [94][880/1147] lr: 1.000e-04, eta: 2:35:49, time: 1.275, data_time: 0.012, memory: 5812, loss_cls: 8.1024, loss: 8.1024, grad_norm: 9.4440 2020-10-25 09:46:56,222 - mmaction - INFO - Epoch [94][900/1147] lr: 1.000e-04, eta: 2:35:23, time: 1.289, data_time: 0.006, memory: 5812, loss_cls: 8.2994, loss: 8.2994, grad_norm: 9.5269 2020-10-25 09:47:22,448 - mmaction - INFO - Epoch [94][920/1147] lr: 1.000e-04, eta: 2:34:57, time: 1.312, data_time: 0.005, memory: 5812, loss_cls: 7.8582, loss: 7.8582, grad_norm: 9.3697 2020-10-25 09:47:48,408 - mmaction - INFO - Epoch [94][940/1147] lr: 1.000e-04, eta: 2:34:30, time: 1.298, data_time: 0.006, memory: 5812, loss_cls: 8.1001, loss: 8.1001, grad_norm: 9.4602 2020-10-25 09:48:14,230 - mmaction - INFO - Epoch [94][960/1147] lr: 1.000e-04, eta: 2:34:04, time: 1.290, data_time: 0.005, memory: 5812, loss_cls: 8.2408, loss: 8.2408, grad_norm: 9.4427 2020-10-25 09:48:39,830 - mmaction - INFO - Epoch [94][980/1147] lr: 1.000e-04, eta: 2:33:38, time: 1.275, data_time: 0.006, memory: 5812, loss_cls: 8.1272, loss: 8.1272, grad_norm: 9.4261 2020-10-25 09:49:05,231 - mmaction - INFO - Epoch [94][1000/1147] lr: 1.000e-04, eta: 2:33:12, time: 1.278, data_time: 0.015, memory: 5812, loss_cls: 8.1059, loss: 8.1059, grad_norm: 9.4088 2020-10-25 09:49:31,015 - mmaction - INFO - Epoch [94][1020/1147] lr: 1.000e-04, eta: 2:32:46, time: 1.286, data_time: 0.005, memory: 5812, loss_cls: 8.1206, loss: 8.1206, grad_norm: 9.3754 2020-10-25 09:49:56,817 - mmaction - INFO - Epoch [94][1040/1147] lr: 1.000e-04, eta: 2:32:19, time: 1.289, data_time: 0.004, memory: 5812, loss_cls: 8.0517, loss: 8.0517, grad_norm: 9.3996 2020-10-25 09:50:22,408 - mmaction - INFO - Epoch [94][1060/1147] lr: 1.000e-04, eta: 2:31:53, time: 1.283, data_time: 0.006, memory: 5812, loss_cls: 8.0963, loss: 8.0963, grad_norm: 9.4459 2020-10-25 09:50:48,108 - mmaction - INFO - Epoch [94][1080/1147] lr: 1.000e-04, eta: 2:31:27, time: 1.285, data_time: 0.005, memory: 5812, loss_cls: 8.1533, loss: 8.1533, grad_norm: 9.4797 2020-10-25 09:51:14,452 - mmaction - INFO - Epoch [94][1100/1147] lr: 1.000e-04, eta: 2:31:01, time: 1.316, data_time: 0.003, memory: 5812, loss_cls: 8.2280, loss: 8.2280, grad_norm: 9.6061 2020-10-25 09:51:40,808 - mmaction - INFO - Epoch [94][1120/1147] lr: 1.000e-04, eta: 2:30:35, time: 1.318, data_time: 0.003, memory: 5812, loss_cls: 8.1117, loss: 8.1117, grad_norm: 9.3387 2020-10-25 09:52:07,044 - mmaction - INFO - Epoch [94][1140/1147] lr: 1.000e-04, eta: 2:30:09, time: 1.312, data_time: 0.004, memory: 5812, loss_cls: 8.1613, loss: 8.1613, grad_norm: 9.4984 2020-10-25 09:52:52,044 - mmaction - INFO - Epoch [95][20/1147] lr: 1.000e-04, eta: 2:29:33, time: 1.886, data_time: 1.267, memory: 5812, loss_cls: 8.2190, loss: 8.2190, grad_norm: 9.5440 2020-10-25 09:53:19,084 - mmaction - INFO - Epoch [95][40/1147] lr: 1.000e-04, eta: 2:29:07, time: 1.356, data_time: 0.453, memory: 5812, loss_cls: 8.4603, loss: 8.4603, grad_norm: 9.6218 2020-10-25 09:53:45,586 - mmaction - INFO - Epoch [95][60/1147] lr: 1.000e-04, eta: 2:28:41, time: 1.325, data_time: 0.019, memory: 5812, loss_cls: 8.2065, loss: 8.2065, grad_norm: 9.4613 2020-10-25 09:54:11,242 - mmaction - INFO - Epoch [95][80/1147] lr: 1.000e-04, eta: 2:28:15, time: 1.280, data_time: 0.002, memory: 5812, loss_cls: 8.0207, loss: 8.0207, grad_norm: 9.2458 2020-10-25 09:54:37,210 - mmaction - INFO - Epoch [95][100/1147] lr: 1.000e-04, eta: 2:27:49, time: 1.296, data_time: 0.005, memory: 5812, loss_cls: 8.2310, loss: 8.2310, grad_norm: 9.3858 2020-10-25 09:55:03,615 - mmaction - INFO - Epoch [95][120/1147] lr: 1.000e-04, eta: 2:27:23, time: 1.325, data_time: 0.008, memory: 5812, loss_cls: 8.0648, loss: 8.0648, grad_norm: 9.3761 2020-10-25 09:55:29,376 - mmaction - INFO - Epoch [95][140/1147] lr: 1.000e-04, eta: 2:26:57, time: 1.288, data_time: 0.004, memory: 5812, loss_cls: 8.0656, loss: 8.0656, grad_norm: 9.4464 2020-10-25 09:55:55,203 - mmaction - INFO - Epoch [95][160/1147] lr: 1.000e-04, eta: 2:26:30, time: 1.292, data_time: 0.005, memory: 5812, loss_cls: 8.1266, loss: 8.1266, grad_norm: 9.4411 2020-10-25 09:56:21,105 - mmaction - INFO - Epoch [95][180/1147] lr: 1.000e-04, eta: 2:26:04, time: 1.293, data_time: 0.003, memory: 5812, loss_cls: 8.0629, loss: 8.0629, grad_norm: 9.5514 2020-10-25 09:56:46,523 - mmaction - INFO - Epoch [95][200/1147] lr: 1.000e-04, eta: 2:25:38, time: 1.272, data_time: 0.010, memory: 5812, loss_cls: 7.9898, loss: 7.9898, grad_norm: 9.2653 2020-10-25 09:57:12,813 - mmaction - INFO - Epoch [95][220/1147] lr: 1.000e-04, eta: 2:25:12, time: 1.308, data_time: 0.003, memory: 5812, loss_cls: 8.1021, loss: 8.1021, grad_norm: 9.3704 2020-10-25 09:57:37,880 - mmaction - INFO - Epoch [95][240/1147] lr: 1.000e-04, eta: 2:24:46, time: 1.260, data_time: 0.009, memory: 5812, loss_cls: 8.1104, loss: 8.1104, grad_norm: 9.5761 2020-10-25 09:58:03,824 - mmaction - INFO - Epoch [95][260/1147] lr: 1.000e-04, eta: 2:24:19, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 8.2305, loss: 8.2305, grad_norm: 9.6482 2020-10-25 09:58:29,838 - mmaction - INFO - Epoch [95][280/1147] lr: 1.000e-04, eta: 2:23:53, time: 1.304, data_time: 0.007, memory: 5812, loss_cls: 8.1751, loss: 8.1751, grad_norm: 9.5263 2020-10-25 09:58:55,554 - mmaction - INFO - Epoch [95][300/1147] lr: 1.000e-04, eta: 2:23:27, time: 1.279, data_time: 0.005, memory: 5812, loss_cls: 7.9467, loss: 7.9467, grad_norm: 9.4278 2020-10-25 09:59:21,794 - mmaction - INFO - Epoch [95][320/1147] lr: 1.000e-04, eta: 2:23:01, time: 1.314, data_time: 0.014, memory: 5812, loss_cls: 8.2057, loss: 8.2057, grad_norm: 9.4061 2020-10-25 09:59:47,924 - mmaction - INFO - Epoch [95][340/1147] lr: 1.000e-04, eta: 2:22:35, time: 1.306, data_time: 0.010, memory: 5812, loss_cls: 8.1314, loss: 8.1314, grad_norm: 9.4766 2020-10-25 10:00:13,655 - mmaction - INFO - Epoch [95][360/1147] lr: 1.000e-04, eta: 2:22:09, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 8.1708, loss: 8.1708, grad_norm: 9.5705 2020-10-25 10:00:40,074 - mmaction - INFO - Epoch [95][380/1147] lr: 1.000e-04, eta: 2:21:42, time: 1.317, data_time: 0.007, memory: 5812, loss_cls: 8.3140, loss: 8.3140, grad_norm: 9.5252 2020-10-25 10:01:05,838 - mmaction - INFO - Epoch [95][400/1147] lr: 1.000e-04, eta: 2:21:16, time: 1.291, data_time: 0.011, memory: 5812, loss_cls: 8.1876, loss: 8.1876, grad_norm: 9.4063 2020-10-25 10:01:31,248 - mmaction - INFO - Epoch [95][420/1147] lr: 1.000e-04, eta: 2:20:50, time: 1.271, data_time: 0.007, memory: 5812, loss_cls: 8.0515, loss: 8.0515, grad_norm: 9.3412 2020-10-25 10:01:58,204 - mmaction - INFO - Epoch [95][440/1147] lr: 1.000e-04, eta: 2:20:24, time: 1.340, data_time: 0.007, memory: 5812, loss_cls: 8.1497, loss: 8.1497, grad_norm: 9.3889 2020-10-25 10:02:23,290 - mmaction - INFO - Epoch [95][460/1147] lr: 1.000e-04, eta: 2:19:58, time: 1.267, data_time: 0.014, memory: 5812, loss_cls: 7.9912, loss: 7.9912, grad_norm: 9.3876 2020-10-25 10:02:49,577 - mmaction - INFO - Epoch [95][480/1147] lr: 1.000e-04, eta: 2:19:32, time: 1.315, data_time: 0.008, memory: 5812, loss_cls: 8.1266, loss: 8.1266, grad_norm: 9.3772 2020-10-25 10:03:15,128 - mmaction - INFO - Epoch [95][500/1147] lr: 1.000e-04, eta: 2:19:05, time: 1.271, data_time: 0.004, memory: 5812, loss_cls: 8.0883, loss: 8.0883, grad_norm: 9.4367 2020-10-25 10:03:41,091 - mmaction - INFO - Epoch [95][520/1147] lr: 1.000e-04, eta: 2:18:39, time: 1.302, data_time: 0.008, memory: 5812, loss_cls: 8.3170, loss: 8.3170, grad_norm: 9.4943 2020-10-25 10:04:06,880 - mmaction - INFO - Epoch [95][540/1147] lr: 1.000e-04, eta: 2:18:13, time: 1.288, data_time: 0.006, memory: 5812, loss_cls: 7.9520, loss: 7.9520, grad_norm: 9.3820 2020-10-25 10:04:33,373 - mmaction - INFO - Epoch [95][560/1147] lr: 1.000e-04, eta: 2:17:47, time: 1.324, data_time: 0.008, memory: 5812, loss_cls: 8.2248, loss: 8.2248, grad_norm: 9.4380 2020-10-25 10:04:58,737 - mmaction - INFO - Epoch [95][580/1147] lr: 1.000e-04, eta: 2:17:21, time: 1.264, data_time: 0.006, memory: 5812, loss_cls: 8.1476, loss: 8.1476, grad_norm: 9.4023 2020-10-25 10:05:24,425 - mmaction - INFO - Epoch [95][600/1147] lr: 1.000e-04, eta: 2:16:55, time: 1.286, data_time: 0.016, memory: 5812, loss_cls: 7.8900, loss: 7.8900, grad_norm: 9.2456 2020-10-25 10:05:49,549 - mmaction - INFO - Epoch [95][620/1147] lr: 1.000e-04, eta: 2:16:28, time: 1.262, data_time: 0.016, memory: 5812, loss_cls: 8.1805, loss: 8.1805, grad_norm: 9.6251 2020-10-25 10:06:15,238 - mmaction - INFO - Epoch [95][640/1147] lr: 1.000e-04, eta: 2:16:02, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 7.9854, loss: 7.9854, grad_norm: 9.3012 2020-10-25 10:06:40,731 - mmaction - INFO - Epoch [95][660/1147] lr: 1.000e-04, eta: 2:15:36, time: 1.281, data_time: 0.013, memory: 5812, loss_cls: 8.2617, loss: 8.2617, grad_norm: 9.5683 2020-10-25 10:07:06,907 - mmaction - INFO - Epoch [95][680/1147] lr: 1.000e-04, eta: 2:15:10, time: 1.306, data_time: 0.004, memory: 5812, loss_cls: 8.2143, loss: 8.2143, grad_norm: 9.5436 2020-10-25 10:07:32,484 - mmaction - INFO - Epoch [95][700/1147] lr: 1.000e-04, eta: 2:14:44, time: 1.280, data_time: 0.007, memory: 5812, loss_cls: 7.9405, loss: 7.9405, grad_norm: 9.3148 2020-10-25 10:07:58,243 - mmaction - INFO - Epoch [95][720/1147] lr: 1.000e-04, eta: 2:14:17, time: 1.280, data_time: 0.007, memory: 5812, loss_cls: 8.0030, loss: 8.0030, grad_norm: 9.4393 2020-10-25 10:08:24,068 - mmaction - INFO - Epoch [95][740/1147] lr: 1.000e-04, eta: 2:13:51, time: 1.303, data_time: 0.015, memory: 5812, loss_cls: 8.2246, loss: 8.2246, grad_norm: 9.5795 2020-10-25 10:08:49,569 - mmaction - INFO - Epoch [95][760/1147] lr: 1.000e-04, eta: 2:13:25, time: 1.269, data_time: 0.005, memory: 5812, loss_cls: 7.9911, loss: 7.9911, grad_norm: 9.4193 2020-10-25 10:09:15,168 - mmaction - INFO - Epoch [95][780/1147] lr: 1.000e-04, eta: 2:12:59, time: 1.281, data_time: 0.010, memory: 5812, loss_cls: 8.4060, loss: 8.4060, grad_norm: 9.6374 2020-10-25 10:09:40,759 - mmaction - INFO - Epoch [95][800/1147] lr: 1.000e-04, eta: 2:12:33, time: 1.281, data_time: 0.008, memory: 5812, loss_cls: 8.0832, loss: 8.0832, grad_norm: 9.3648 2020-10-25 10:10:06,737 - mmaction - INFO - Epoch [95][820/1147] lr: 1.000e-04, eta: 2:12:07, time: 1.292, data_time: 0.007, memory: 5812, loss_cls: 8.0304, loss: 8.0304, grad_norm: 9.5388 2020-10-25 10:10:32,578 - mmaction - INFO - Epoch [95][840/1147] lr: 1.000e-04, eta: 2:11:40, time: 1.300, data_time: 0.013, memory: 5812, loss_cls: 8.1631, loss: 8.1631, grad_norm: 9.5933 2020-10-25 10:10:58,143 - mmaction - INFO - Epoch [95][860/1147] lr: 1.000e-04, eta: 2:11:14, time: 1.274, data_time: 0.005, memory: 5812, loss_cls: 8.1123, loss: 8.1123, grad_norm: 9.5695 2020-10-25 10:11:23,970 - mmaction - INFO - Epoch [95][880/1147] lr: 1.000e-04, eta: 2:10:48, time: 1.290, data_time: 0.013, memory: 5812, loss_cls: 8.2719, loss: 8.2719, grad_norm: 9.5565 2020-10-25 10:11:49,526 - mmaction - INFO - Epoch [95][900/1147] lr: 1.000e-04, eta: 2:10:22, time: 1.279, data_time: 0.012, memory: 5812, loss_cls: 8.0982, loss: 8.0982, grad_norm: 9.4394 2020-10-25 10:12:15,836 - mmaction - INFO - Epoch [95][920/1147] lr: 1.000e-04, eta: 2:09:56, time: 1.318, data_time: 0.011, memory: 5812, loss_cls: 8.0466, loss: 8.0466, grad_norm: 9.3423 2020-10-25 10:12:41,318 - mmaction - INFO - Epoch [95][940/1147] lr: 1.000e-04, eta: 2:09:29, time: 1.280, data_time: 0.009, memory: 5812, loss_cls: 8.0478, loss: 8.0478, grad_norm: 9.4252 2020-10-25 10:13:07,222 - mmaction - INFO - Epoch [95][960/1147] lr: 1.000e-04, eta: 2:09:03, time: 1.291, data_time: 0.001, memory: 5812, loss_cls: 8.1878, loss: 8.1878, grad_norm: 9.5793 2020-10-25 10:13:32,659 - mmaction - INFO - Epoch [95][980/1147] lr: 1.000e-04, eta: 2:08:37, time: 1.271, data_time: 0.017, memory: 5812, loss_cls: 8.2456, loss: 8.2456, grad_norm: 9.5157 2020-10-25 10:13:58,233 - mmaction - INFO - Epoch [95][1000/1147] lr: 1.000e-04, eta: 2:08:11, time: 1.279, data_time: 0.007, memory: 5812, loss_cls: 7.9870, loss: 7.9870, grad_norm: 9.4416 2020-10-25 10:14:23,782 - mmaction - INFO - Epoch [95][1020/1147] lr: 1.000e-04, eta: 2:07:45, time: 1.281, data_time: 0.007, memory: 5812, loss_cls: 8.1106, loss: 8.1106, grad_norm: 9.5711 2020-10-25 10:14:49,502 - mmaction - INFO - Epoch [95][1040/1147] lr: 1.000e-04, eta: 2:07:19, time: 1.283, data_time: 0.003, memory: 5812, loss_cls: 8.1071, loss: 8.1071, grad_norm: 9.4170 2020-10-25 10:15:15,038 - mmaction - INFO - Epoch [95][1060/1147] lr: 1.000e-04, eta: 2:06:52, time: 1.271, data_time: 0.006, memory: 5812, loss_cls: 8.3001, loss: 8.3001, grad_norm: 9.5144 2020-10-25 10:15:40,633 - mmaction - INFO - Epoch [95][1080/1147] lr: 1.000e-04, eta: 2:06:26, time: 1.290, data_time: 0.014, memory: 5812, loss_cls: 8.2218, loss: 8.2218, grad_norm: 9.4660 2020-10-25 10:16:06,363 - mmaction - INFO - Epoch [95][1100/1147] lr: 1.000e-04, eta: 2:06:00, time: 1.285, data_time: 0.000, memory: 5812, loss_cls: 8.1749, loss: 8.1749, grad_norm: 9.3785 2020-10-25 10:16:31,617 - mmaction - INFO - Epoch [95][1120/1147] lr: 1.000e-04, eta: 2:05:34, time: 1.250, data_time: 0.003, memory: 5812, loss_cls: 8.1398, loss: 8.1398, grad_norm: 9.5695 2020-10-25 10:16:57,226 - mmaction - INFO - Epoch [95][1140/1147] lr: 1.000e-04, eta: 2:05:08, time: 1.289, data_time: 0.015, memory: 5812, loss_cls: 8.0007, loss: 8.0007, grad_norm: 9.3592 2020-10-25 10:17:04,391 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-10-25 10:19:07,948 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 10:19:08,492 - mmaction - INFO - mean_average_precision 0.4538 2020-10-25 10:19:08,505 - mmaction - INFO - Epoch(val) [95][1147] mean_average_precision: 0.4538 2020-10-25 10:19:44,269 - mmaction - INFO - Epoch [96][20/1147] lr: 1.000e-04, eta: 2:04:32, time: 1.788, data_time: 0.926, memory: 5812, loss_cls: 8.1066, loss: 8.1066, grad_norm: 9.5321 2020-10-25 10:20:12,227 - mmaction - INFO - Epoch [96][40/1147] lr: 1.000e-04, eta: 2:04:06, time: 1.394, data_time: 0.563, memory: 5812, loss_cls: 8.2269, loss: 8.2269, grad_norm: 9.5133 2020-10-25 10:20:38,380 - mmaction - INFO - Epoch [96][60/1147] lr: 1.000e-04, eta: 2:03:40, time: 1.311, data_time: 0.191, memory: 5812, loss_cls: 8.0979, loss: 8.0979, grad_norm: 9.4453 2020-10-25 10:21:04,824 - mmaction - INFO - Epoch [96][80/1147] lr: 1.000e-04, eta: 2:03:14, time: 1.314, data_time: 0.142, memory: 5812, loss_cls: 8.0661, loss: 8.0661, grad_norm: 9.5029 2020-10-25 10:21:30,272 - mmaction - INFO - Epoch [96][100/1147] lr: 1.000e-04, eta: 2:02:48, time: 1.277, data_time: 0.095, memory: 5812, loss_cls: 8.3209, loss: 8.3209, grad_norm: 9.5982 2020-10-25 10:21:55,921 - mmaction - INFO - Epoch [96][120/1147] lr: 1.000e-04, eta: 2:02:22, time: 1.280, data_time: 0.034, memory: 5812, loss_cls: 8.2162, loss: 8.2162, grad_norm: 9.5481 2020-10-25 10:22:21,691 - mmaction - INFO - Epoch [96][140/1147] lr: 1.000e-04, eta: 2:01:55, time: 1.294, data_time: 0.009, memory: 5812, loss_cls: 8.1593, loss: 8.1593, grad_norm: 9.3723 2020-10-25 10:22:47,457 - mmaction - INFO - Epoch [96][160/1147] lr: 1.000e-04, eta: 2:01:29, time: 1.290, data_time: 0.004, memory: 5812, loss_cls: 7.8654, loss: 7.8654, grad_norm: 9.2274 2020-10-25 10:23:13,095 - mmaction - INFO - Epoch [96][180/1147] lr: 1.000e-04, eta: 2:01:03, time: 1.273, data_time: 0.002, memory: 5812, loss_cls: 8.1560, loss: 8.1560, grad_norm: 9.5411 2020-10-25 10:23:39,288 - mmaction - INFO - Epoch [96][200/1147] lr: 1.000e-04, eta: 2:00:37, time: 1.315, data_time: 0.012, memory: 5812, loss_cls: 7.9423, loss: 7.9423, grad_norm: 9.3790 2020-10-25 10:24:04,697 - mmaction - INFO - Epoch [96][220/1147] lr: 1.000e-04, eta: 2:00:11, time: 1.266, data_time: 0.005, memory: 5812, loss_cls: 8.0640, loss: 8.0640, grad_norm: 9.5029 2020-10-25 10:24:30,404 - mmaction - INFO - Epoch [96][240/1147] lr: 1.000e-04, eta: 1:59:45, time: 1.286, data_time: 0.009, memory: 5812, loss_cls: 8.2062, loss: 8.2062, grad_norm: 9.6730 2020-10-25 10:24:55,725 - mmaction - INFO - Epoch [96][260/1147] lr: 1.000e-04, eta: 1:59:18, time: 1.272, data_time: 0.007, memory: 5812, loss_cls: 8.0855, loss: 8.0855, grad_norm: 9.3711 2020-10-25 10:25:21,697 - mmaction - INFO - Epoch [96][280/1147] lr: 1.000e-04, eta: 1:58:52, time: 1.299, data_time: 0.005, memory: 5812, loss_cls: 8.0543, loss: 8.0543, grad_norm: 9.4968 2020-10-25 10:25:47,064 - mmaction - INFO - Epoch [96][300/1147] lr: 1.000e-04, eta: 1:58:26, time: 1.265, data_time: 0.004, memory: 5812, loss_cls: 8.1756, loss: 8.1756, grad_norm: 9.5144 2020-10-25 10:26:12,621 - mmaction - INFO - Epoch [96][320/1147] lr: 1.000e-04, eta: 1:58:00, time: 1.277, data_time: 0.005, memory: 5812, loss_cls: 8.2134, loss: 8.2134, grad_norm: 9.4387 2020-10-25 10:26:38,527 - mmaction - INFO - Epoch [96][340/1147] lr: 1.000e-04, eta: 1:57:34, time: 1.297, data_time: 0.008, memory: 5812, loss_cls: 8.3380, loss: 8.3380, grad_norm: 9.6332 2020-10-25 10:27:04,438 - mmaction - INFO - Epoch [96][360/1147] lr: 1.000e-04, eta: 1:57:08, time: 1.291, data_time: 0.005, memory: 5812, loss_cls: 8.1987, loss: 8.1987, grad_norm: 9.5433 2020-10-25 10:27:29,721 - mmaction - INFO - Epoch [96][380/1147] lr: 1.000e-04, eta: 1:56:41, time: 1.271, data_time: 0.012, memory: 5812, loss_cls: 8.1522, loss: 8.1522, grad_norm: 9.4062 2020-10-25 10:27:55,762 - mmaction - INFO - Epoch [96][400/1147] lr: 1.000e-04, eta: 1:56:15, time: 1.301, data_time: 0.003, memory: 5812, loss_cls: 8.1612, loss: 8.1612, grad_norm: 9.6403 2020-10-25 10:28:21,425 - mmaction - INFO - Epoch [96][420/1147] lr: 1.000e-04, eta: 1:55:49, time: 1.280, data_time: 0.007, memory: 5812, loss_cls: 8.1431, loss: 8.1431, grad_norm: 9.6308 2020-10-25 10:28:47,554 - mmaction - INFO - Epoch [96][440/1147] lr: 1.000e-04, eta: 1:55:23, time: 1.306, data_time: 0.007, memory: 5812, loss_cls: 8.3522, loss: 8.3522, grad_norm: 9.6325 2020-10-25 10:29:13,392 - mmaction - INFO - Epoch [96][460/1147] lr: 1.000e-04, eta: 1:54:57, time: 1.295, data_time: 0.008, memory: 5812, loss_cls: 8.2496, loss: 8.2496, grad_norm: 9.5557 2020-10-25 10:29:39,441 - mmaction - INFO - Epoch [96][480/1147] lr: 1.000e-04, eta: 1:54:31, time: 1.300, data_time: 0.004, memory: 5812, loss_cls: 8.2062, loss: 8.2062, grad_norm: 9.5150 2020-10-25 10:30:04,760 - mmaction - INFO - Epoch [96][500/1147] lr: 1.000e-04, eta: 1:54:04, time: 1.265, data_time: 0.010, memory: 5812, loss_cls: 8.1336, loss: 8.1336, grad_norm: 9.4753 2020-10-25 10:30:30,751 - mmaction - INFO - Epoch [96][520/1147] lr: 1.000e-04, eta: 1:53:38, time: 1.296, data_time: 0.006, memory: 5812, loss_cls: 8.1340, loss: 8.1340, grad_norm: 9.4607 2020-10-25 10:30:56,503 - mmaction - INFO - Epoch [96][540/1147] lr: 1.000e-04, eta: 1:53:12, time: 1.291, data_time: 0.012, memory: 5812, loss_cls: 8.0754, loss: 8.0754, grad_norm: 9.5847 2020-10-25 10:31:21,568 - mmaction - INFO - Epoch [96][560/1147] lr: 1.000e-04, eta: 1:52:46, time: 1.255, data_time: 0.011, memory: 5812, loss_cls: 8.1299, loss: 8.1299, grad_norm: 9.3807 2020-10-25 10:31:47,708 - mmaction - INFO - Epoch [96][580/1147] lr: 1.000e-04, eta: 1:52:20, time: 1.304, data_time: 0.007, memory: 5812, loss_cls: 8.2646, loss: 8.2646, grad_norm: 9.5667 2020-10-25 10:32:13,349 - mmaction - INFO - Epoch [96][600/1147] lr: 1.000e-04, eta: 1:51:53, time: 1.288, data_time: 0.011, memory: 5812, loss_cls: 8.1644, loss: 8.1644, grad_norm: 9.3267 2020-10-25 10:32:38,961 - mmaction - INFO - Epoch [96][620/1147] lr: 1.000e-04, eta: 1:51:27, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.1002, loss: 8.1002, grad_norm: 9.3587 2020-10-25 10:33:04,522 - mmaction - INFO - Epoch [96][640/1147] lr: 1.000e-04, eta: 1:51:01, time: 1.279, data_time: 0.012, memory: 5812, loss_cls: 8.2556, loss: 8.2556, grad_norm: 9.4551 2020-10-25 10:33:30,402 - mmaction - INFO - Epoch [96][660/1147] lr: 1.000e-04, eta: 1:50:35, time: 1.296, data_time: 0.007, memory: 5812, loss_cls: 8.2768, loss: 8.2768, grad_norm: 9.4689 2020-10-25 10:33:56,523 - mmaction - INFO - Epoch [96][680/1147] lr: 1.000e-04, eta: 1:50:09, time: 1.304, data_time: 0.004, memory: 5812, loss_cls: 8.1665, loss: 8.1665, grad_norm: 9.4524 2020-10-25 10:34:22,373 - mmaction - INFO - Epoch [96][700/1147] lr: 1.000e-04, eta: 1:49:43, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 8.0777, loss: 8.0777, grad_norm: 9.5610 2020-10-25 10:34:47,779 - mmaction - INFO - Epoch [96][720/1147] lr: 1.000e-04, eta: 1:49:16, time: 1.278, data_time: 0.012, memory: 5812, loss_cls: 8.1171, loss: 8.1171, grad_norm: 9.3369 2020-10-25 10:35:13,643 - mmaction - INFO - Epoch [96][740/1147] lr: 1.000e-04, eta: 1:48:50, time: 1.292, data_time: 0.003, memory: 5812, loss_cls: 8.0998, loss: 8.0998, grad_norm: 9.4996 2020-10-25 10:35:39,761 - mmaction - INFO - Epoch [96][760/1147] lr: 1.000e-04, eta: 1:48:24, time: 1.295, data_time: 0.006, memory: 5812, loss_cls: 8.1115, loss: 8.1115, grad_norm: 9.4029 2020-10-25 10:36:05,254 - mmaction - INFO - Epoch [96][780/1147] lr: 1.000e-04, eta: 1:47:58, time: 1.286, data_time: 0.015, memory: 5812, loss_cls: 8.1523, loss: 8.1523, grad_norm: 9.5876 2020-10-25 10:36:30,146 - mmaction - INFO - Epoch [96][800/1147] lr: 1.000e-04, eta: 1:47:32, time: 1.245, data_time: 0.001, memory: 5812, loss_cls: 8.2237, loss: 8.2237, grad_norm: 9.5204 2020-10-25 10:36:56,764 - mmaction - INFO - Epoch [96][820/1147] lr: 1.000e-04, eta: 1:47:06, time: 1.319, data_time: 0.148, memory: 5812, loss_cls: 8.1300, loss: 8.1300, grad_norm: 9.5497 2020-10-25 10:37:22,240 - mmaction - INFO - Epoch [96][840/1147] lr: 1.000e-04, eta: 1:46:39, time: 1.280, data_time: 0.027, memory: 5812, loss_cls: 8.0432, loss: 8.0432, grad_norm: 9.4507 2020-10-25 10:37:48,088 - mmaction - INFO - Epoch [96][860/1147] lr: 1.000e-04, eta: 1:46:13, time: 1.294, data_time: 0.008, memory: 5812, loss_cls: 8.0274, loss: 8.0274, grad_norm: 9.3221 2020-10-25 10:38:14,254 - mmaction - INFO - Epoch [96][880/1147] lr: 1.000e-04, eta: 1:45:47, time: 1.308, data_time: 0.173, memory: 5812, loss_cls: 8.1626, loss: 8.1626, grad_norm: 9.5284 2020-10-25 10:38:40,498 - mmaction - INFO - Epoch [96][900/1147] lr: 1.000e-04, eta: 1:45:21, time: 1.305, data_time: 0.358, memory: 5812, loss_cls: 8.1243, loss: 8.1243, grad_norm: 9.5668 2020-10-25 10:39:06,488 - mmaction - INFO - Epoch [96][920/1147] lr: 1.000e-04, eta: 1:44:55, time: 1.308, data_time: 0.474, memory: 5812, loss_cls: 8.1891, loss: 8.1891, grad_norm: 9.2929 2020-10-25 10:39:32,217 - mmaction - INFO - Epoch [96][940/1147] lr: 1.000e-04, eta: 1:44:29, time: 1.286, data_time: 0.459, memory: 5812, loss_cls: 8.1772, loss: 8.1772, grad_norm: 9.5188 2020-10-25 10:39:57,718 - mmaction - INFO - Epoch [96][960/1147] lr: 1.000e-04, eta: 1:44:02, time: 1.279, data_time: 0.621, memory: 5812, loss_cls: 8.1515, loss: 8.1515, grad_norm: 9.5579 2020-10-25 10:40:24,230 - mmaction - INFO - Epoch [96][980/1147] lr: 1.000e-04, eta: 1:43:36, time: 1.322, data_time: 0.697, memory: 5812, loss_cls: 7.9275, loss: 7.9275, grad_norm: 9.2834 2020-10-25 10:40:49,769 - mmaction - INFO - Epoch [96][1000/1147] lr: 1.000e-04, eta: 1:43:10, time: 1.268, data_time: 0.590, memory: 5812, loss_cls: 7.9869, loss: 7.9869, grad_norm: 9.4640 2020-10-25 10:41:14,960 - mmaction - INFO - Epoch [96][1020/1147] lr: 1.000e-04, eta: 1:42:44, time: 1.270, data_time: 0.537, memory: 5812, loss_cls: 8.2006, loss: 8.2006, grad_norm: 9.6100 2020-10-25 10:41:41,588 - mmaction - INFO - Epoch [96][1040/1147] lr: 1.000e-04, eta: 1:42:18, time: 1.329, data_time: 0.699, memory: 5812, loss_cls: 7.9390, loss: 7.9390, grad_norm: 9.3113 2020-10-25 10:42:07,743 - mmaction - INFO - Epoch [96][1060/1147] lr: 1.000e-04, eta: 1:41:52, time: 1.308, data_time: 0.701, memory: 5812, loss_cls: 8.0967, loss: 8.0967, grad_norm: 9.5984 2020-10-25 10:42:34,133 - mmaction - INFO - Epoch [96][1080/1147] lr: 1.000e-04, eta: 1:41:26, time: 1.310, data_time: 0.682, memory: 5812, loss_cls: 8.2737, loss: 8.2737, grad_norm: 9.5877 2020-10-25 10:43:00,494 - mmaction - INFO - Epoch [96][1100/1147] lr: 1.000e-04, eta: 1:40:59, time: 1.325, data_time: 0.713, memory: 5812, loss_cls: 8.1205, loss: 8.1205, grad_norm: 9.5879 2020-10-25 10:43:25,488 - mmaction - INFO - Epoch [96][1120/1147] lr: 1.000e-04, eta: 1:40:33, time: 1.254, data_time: 0.638, memory: 5812, loss_cls: 8.1601, loss: 8.1601, grad_norm: 9.5113 2020-10-25 10:43:51,320 - mmaction - INFO - Epoch [96][1140/1147] lr: 1.000e-04, eta: 1:40:07, time: 1.283, data_time: 0.656, memory: 5812, loss_cls: 8.0859, loss: 8.0859, grad_norm: 9.4689 2020-10-25 10:44:42,671 - mmaction - INFO - Epoch [97][20/1147] lr: 1.000e-04, eta: 1:39:32, time: 2.113, data_time: 1.202, memory: 5812, loss_cls: 8.2269, loss: 8.2269, grad_norm: 9.4774 2020-10-25 10:45:10,521 - mmaction - INFO - Epoch [97][40/1147] lr: 1.000e-04, eta: 1:39:06, time: 1.392, data_time: 0.195, memory: 5812, loss_cls: 8.0671, loss: 8.0671, grad_norm: 9.4310 2020-10-25 10:45:36,895 - mmaction - INFO - Epoch [97][60/1147] lr: 1.000e-04, eta: 1:38:40, time: 1.318, data_time: 0.001, memory: 5812, loss_cls: 7.9731, loss: 7.9731, grad_norm: 9.4082 2020-10-25 10:46:04,106 - mmaction - INFO - Epoch [97][80/1147] lr: 1.000e-04, eta: 1:38:14, time: 1.360, data_time: 0.003, memory: 5812, loss_cls: 8.1159, loss: 8.1159, grad_norm: 9.4074 2020-10-25 10:46:30,480 - mmaction - INFO - Epoch [97][100/1147] lr: 1.000e-04, eta: 1:37:48, time: 1.318, data_time: 0.006, memory: 5812, loss_cls: 8.0681, loss: 8.0681, grad_norm: 9.3617 2020-10-25 10:46:57,326 - mmaction - INFO - Epoch [97][120/1147] lr: 1.000e-04, eta: 1:37:21, time: 1.345, data_time: 0.005, memory: 5812, loss_cls: 8.0363, loss: 8.0363, grad_norm: 9.5092 2020-10-25 10:47:23,471 - mmaction - INFO - Epoch [97][140/1147] lr: 1.000e-04, eta: 1:36:55, time: 1.307, data_time: 0.004, memory: 5812, loss_cls: 8.0872, loss: 8.0872, grad_norm: 9.4991 2020-10-25 10:47:50,243 - mmaction - INFO - Epoch [97][160/1147] lr: 1.000e-04, eta: 1:36:29, time: 1.333, data_time: 0.002, memory: 5812, loss_cls: 8.1616, loss: 8.1616, grad_norm: 9.6790 2020-10-25 10:48:16,424 - mmaction - INFO - Epoch [97][180/1147] lr: 1.000e-04, eta: 1:36:03, time: 1.312, data_time: 0.006, memory: 5812, loss_cls: 8.0197, loss: 8.0197, grad_norm: 9.3664 2020-10-25 10:48:42,138 - mmaction - INFO - Epoch [97][200/1147] lr: 1.000e-04, eta: 1:35:37, time: 1.288, data_time: 0.005, memory: 5812, loss_cls: 8.0119, loss: 8.0119, grad_norm: 9.3693 2020-10-25 10:49:08,032 - mmaction - INFO - Epoch [97][220/1147] lr: 1.000e-04, eta: 1:35:11, time: 1.292, data_time: 0.003, memory: 5812, loss_cls: 8.3086, loss: 8.3086, grad_norm: 9.6686 2020-10-25 10:49:33,406 - mmaction - INFO - Epoch [97][240/1147] lr: 1.000e-04, eta: 1:34:45, time: 1.271, data_time: 0.005, memory: 5812, loss_cls: 7.8623, loss: 7.8623, grad_norm: 9.2655 2020-10-25 10:49:59,532 - mmaction - INFO - Epoch [97][260/1147] lr: 1.000e-04, eta: 1:34:18, time: 1.305, data_time: 0.003, memory: 5812, loss_cls: 8.1583, loss: 8.1583, grad_norm: 9.6195 2020-10-25 10:50:25,337 - mmaction - INFO - Epoch [97][280/1147] lr: 1.000e-04, eta: 1:33:52, time: 1.287, data_time: 0.004, memory: 5812, loss_cls: 8.0370, loss: 8.0370, grad_norm: 9.4658 2020-10-25 10:50:51,147 - mmaction - INFO - Epoch [97][300/1147] lr: 1.000e-04, eta: 1:33:26, time: 1.292, data_time: 0.007, memory: 5812, loss_cls: 8.3316, loss: 8.3316, grad_norm: 9.7266 2020-10-25 10:51:16,850 - mmaction - INFO - Epoch [97][320/1147] lr: 1.000e-04, eta: 1:33:00, time: 1.286, data_time: 0.008, memory: 5812, loss_cls: 8.2177, loss: 8.2177, grad_norm: 9.5406 2020-10-25 10:51:42,624 - mmaction - INFO - Epoch [97][340/1147] lr: 1.000e-04, eta: 1:32:34, time: 1.287, data_time: 0.006, memory: 5812, loss_cls: 8.0073, loss: 8.0073, grad_norm: 9.3760 2020-10-25 10:52:08,315 - mmaction - INFO - Epoch [97][360/1147] lr: 1.000e-04, eta: 1:32:08, time: 1.280, data_time: 0.006, memory: 5812, loss_cls: 8.2129, loss: 8.2129, grad_norm: 9.5066 2020-10-25 10:52:34,269 - mmaction - INFO - Epoch [97][380/1147] lr: 1.000e-04, eta: 1:31:41, time: 1.305, data_time: 0.013, memory: 5812, loss_cls: 8.3223, loss: 8.3223, grad_norm: 9.6696 2020-10-25 10:52:59,960 - mmaction - INFO - Epoch [97][400/1147] lr: 1.000e-04, eta: 1:31:15, time: 1.285, data_time: 0.006, memory: 5812, loss_cls: 7.9791, loss: 7.9791, grad_norm: 9.4923 2020-10-25 10:53:25,717 - mmaction - INFO - Epoch [97][420/1147] lr: 1.000e-04, eta: 1:30:49, time: 1.281, data_time: 0.016, memory: 5812, loss_cls: 8.1440, loss: 8.1440, grad_norm: 9.4999 2020-10-25 10:53:51,345 - mmaction - INFO - Epoch [97][440/1147] lr: 1.000e-04, eta: 1:30:23, time: 1.288, data_time: 0.011, memory: 5812, loss_cls: 8.0913, loss: 8.0913, grad_norm: 9.3146 2020-10-25 10:54:17,702 - mmaction - INFO - Epoch [97][460/1147] lr: 1.000e-04, eta: 1:29:57, time: 1.312, data_time: 0.005, memory: 5812, loss_cls: 8.1728, loss: 8.1728, grad_norm: 9.4197 2020-10-25 10:54:43,560 - mmaction - INFO - Epoch [97][480/1147] lr: 1.000e-04, eta: 1:29:31, time: 1.300, data_time: 0.010, memory: 5812, loss_cls: 7.9178, loss: 7.9178, grad_norm: 9.2625 2020-10-25 10:55:09,242 - mmaction - INFO - Epoch [97][500/1147] lr: 1.000e-04, eta: 1:29:04, time: 1.285, data_time: 0.008, memory: 5812, loss_cls: 7.9632, loss: 7.9632, grad_norm: 9.4458 2020-10-25 10:55:35,111 - mmaction - INFO - Epoch [97][520/1147] lr: 1.000e-04, eta: 1:28:38, time: 1.292, data_time: 0.003, memory: 5812, loss_cls: 8.2073, loss: 8.2073, grad_norm: 9.5577 2020-10-25 10:56:01,323 - mmaction - INFO - Epoch [97][540/1147] lr: 1.000e-04, eta: 1:28:12, time: 1.311, data_time: 0.005, memory: 5812, loss_cls: 8.1044, loss: 8.1044, grad_norm: 9.6505 2020-10-25 10:56:26,647 - mmaction - INFO - Epoch [97][560/1147] lr: 1.000e-04, eta: 1:27:46, time: 1.265, data_time: 0.009, memory: 5812, loss_cls: 8.0334, loss: 8.0334, grad_norm: 9.4078 2020-10-25 10:56:52,894 - mmaction - INFO - Epoch [97][580/1147] lr: 1.000e-04, eta: 1:27:20, time: 1.314, data_time: 0.003, memory: 5812, loss_cls: 7.9519, loss: 7.9519, grad_norm: 9.4017 2020-10-25 10:57:18,736 - mmaction - INFO - Epoch [97][600/1147] lr: 1.000e-04, eta: 1:26:54, time: 1.284, data_time: 0.003, memory: 5812, loss_cls: 8.3603, loss: 8.3603, grad_norm: 9.7033 2020-10-25 10:57:44,864 - mmaction - INFO - Epoch [97][620/1147] lr: 1.000e-04, eta: 1:26:27, time: 1.307, data_time: 0.010, memory: 5812, loss_cls: 8.1597, loss: 8.1597, grad_norm: 9.5524 2020-10-25 10:58:11,228 - mmaction - INFO - Epoch [97][640/1147] lr: 1.000e-04, eta: 1:26:01, time: 1.318, data_time: 0.009, memory: 5812, loss_cls: 8.1583, loss: 8.1583, grad_norm: 9.4484 2020-10-25 10:58:36,853 - mmaction - INFO - Epoch [97][660/1147] lr: 1.000e-04, eta: 1:25:35, time: 1.288, data_time: 0.008, memory: 5812, loss_cls: 8.2111, loss: 8.2111, grad_norm: 9.5326 2020-10-25 10:59:02,615 - mmaction - INFO - Epoch [97][680/1147] lr: 1.000e-04, eta: 1:25:09, time: 1.288, data_time: 0.004, memory: 5812, loss_cls: 8.1741, loss: 8.1741, grad_norm: 9.4744 2020-10-25 10:59:28,153 - mmaction - INFO - Epoch [97][700/1147] lr: 1.000e-04, eta: 1:24:43, time: 1.276, data_time: 0.004, memory: 5812, loss_cls: 8.3543, loss: 8.3543, grad_norm: 9.5994 2020-10-25 10:59:53,534 - mmaction - INFO - Epoch [97][720/1147] lr: 1.000e-04, eta: 1:24:17, time: 1.267, data_time: 0.002, memory: 5812, loss_cls: 8.0524, loss: 8.0524, grad_norm: 9.3096 2020-10-25 11:00:19,542 - mmaction - INFO - Epoch [97][740/1147] lr: 1.000e-04, eta: 1:23:50, time: 1.302, data_time: 0.006, memory: 5812, loss_cls: 8.3627, loss: 8.3627, grad_norm: 9.7771 2020-10-25 11:00:45,789 - mmaction - INFO - Epoch [97][760/1147] lr: 1.000e-04, eta: 1:23:24, time: 1.311, data_time: 0.003, memory: 5812, loss_cls: 8.2910, loss: 8.2910, grad_norm: 9.4967 2020-10-25 11:01:12,862 - mmaction - INFO - Epoch [97][780/1147] lr: 1.000e-04, eta: 1:22:58, time: 1.349, data_time: 0.004, memory: 5812, loss_cls: 8.0416, loss: 8.0416, grad_norm: 9.4653 2020-10-25 11:01:38,538 - mmaction - INFO - Epoch [97][800/1147] lr: 1.000e-04, eta: 1:22:32, time: 1.289, data_time: 0.007, memory: 5812, loss_cls: 8.2377, loss: 8.2377, grad_norm: 9.4152 2020-10-25 11:02:05,139 - mmaction - INFO - Epoch [97][820/1147] lr: 1.000e-04, eta: 1:22:06, time: 1.330, data_time: 0.002, memory: 5812, loss_cls: 7.9857, loss: 7.9857, grad_norm: 9.4050 2020-10-25 11:02:30,919 - mmaction - INFO - Epoch [97][840/1147] lr: 1.000e-04, eta: 1:21:40, time: 1.282, data_time: 0.005, memory: 5812, loss_cls: 8.1202, loss: 8.1202, grad_norm: 9.5241 2020-10-25 11:02:56,572 - mmaction - INFO - Epoch [97][860/1147] lr: 1.000e-04, eta: 1:21:14, time: 1.286, data_time: 0.021, memory: 5812, loss_cls: 8.0942, loss: 8.0942, grad_norm: 9.5254 2020-10-25 11:03:22,703 - mmaction - INFO - Epoch [97][880/1147] lr: 1.000e-04, eta: 1:20:47, time: 1.307, data_time: 0.008, memory: 5812, loss_cls: 8.0739, loss: 8.0739, grad_norm: 9.5589 2020-10-25 11:03:48,155 - mmaction - INFO - Epoch [97][900/1147] lr: 1.000e-04, eta: 1:20:21, time: 1.277, data_time: 0.009, memory: 5812, loss_cls: 8.1524, loss: 8.1524, grad_norm: 9.4397 2020-10-25 11:04:14,053 - mmaction - INFO - Epoch [97][920/1147] lr: 1.000e-04, eta: 1:19:55, time: 1.289, data_time: 0.006, memory: 5812, loss_cls: 8.1973, loss: 8.1973, grad_norm: 9.4710 2020-10-25 11:04:39,833 - mmaction - INFO - Epoch [97][940/1147] lr: 1.000e-04, eta: 1:19:29, time: 1.284, data_time: 0.007, memory: 5812, loss_cls: 8.1724, loss: 8.1724, grad_norm: 9.6986 2020-10-25 11:05:06,317 - mmaction - INFO - Epoch [97][960/1147] lr: 1.000e-04, eta: 1:19:03, time: 1.321, data_time: 0.013, memory: 5812, loss_cls: 8.2809, loss: 8.2809, grad_norm: 9.5069 2020-10-25 11:05:32,211 - mmaction - INFO - Epoch [97][980/1147] lr: 1.000e-04, eta: 1:18:37, time: 1.300, data_time: 0.017, memory: 5812, loss_cls: 8.0631, loss: 8.0631, grad_norm: 9.4407 2020-10-25 11:05:58,626 - mmaction - INFO - Epoch [97][1000/1147] lr: 1.000e-04, eta: 1:18:11, time: 1.323, data_time: 0.013, memory: 5812, loss_cls: 8.1445, loss: 8.1445, grad_norm: 9.5334 2020-10-25 11:06:24,328 - mmaction - INFO - Epoch [97][1020/1147] lr: 1.000e-04, eta: 1:17:44, time: 1.285, data_time: 0.010, memory: 5812, loss_cls: 8.1719, loss: 8.1719, grad_norm: 9.7023 2020-10-25 11:06:49,858 - mmaction - INFO - Epoch [97][1040/1147] lr: 1.000e-04, eta: 1:17:18, time: 1.279, data_time: 0.009, memory: 5812, loss_cls: 8.0958, loss: 8.0958, grad_norm: 9.6194 2020-10-25 11:07:15,692 - mmaction - INFO - Epoch [97][1060/1147] lr: 1.000e-04, eta: 1:16:52, time: 1.293, data_time: 0.009, memory: 5812, loss_cls: 8.1305, loss: 8.1305, grad_norm: 9.3955 2020-10-25 11:07:41,348 - mmaction - INFO - Epoch [97][1080/1147] lr: 1.000e-04, eta: 1:16:26, time: 1.283, data_time: 0.003, memory: 5812, loss_cls: 7.9151, loss: 7.9151, grad_norm: 9.4118 2020-10-25 11:08:06,491 - mmaction - INFO - Epoch [97][1100/1147] lr: 1.000e-04, eta: 1:16:00, time: 1.252, data_time: 0.004, memory: 5812, loss_cls: 8.1951, loss: 8.1951, grad_norm: 9.5631 2020-10-25 11:08:32,122 - mmaction - INFO - Epoch [97][1120/1147] lr: 1.000e-04, eta: 1:15:34, time: 1.288, data_time: 0.009, memory: 5812, loss_cls: 8.0639, loss: 8.0639, grad_norm: 9.2720 2020-10-25 11:08:57,878 - mmaction - INFO - Epoch [97][1140/1147] lr: 1.000e-04, eta: 1:15:07, time: 1.288, data_time: 0.005, memory: 5812, loss_cls: 8.0508, loss: 8.0508, grad_norm: 9.4184 2020-10-25 11:09:49,620 - mmaction - INFO - Epoch [98][20/1147] lr: 1.000e-04, eta: 1:14:32, time: 2.169, data_time: 1.206, memory: 5812, loss_cls: 8.1811, loss: 8.1811, grad_norm: 9.4591 2020-10-25 11:10:17,743 - mmaction - INFO - Epoch [98][40/1147] lr: 1.000e-04, eta: 1:14:06, time: 1.407, data_time: 0.025, memory: 5812, loss_cls: 7.9702, loss: 7.9702, grad_norm: 9.4148 2020-10-25 11:10:44,063 - mmaction - INFO - Epoch [98][60/1147] lr: 1.000e-04, eta: 1:13:40, time: 1.320, data_time: 0.007, memory: 5812, loss_cls: 8.0834, loss: 8.0834, grad_norm: 9.5079 2020-10-25 11:11:10,171 - mmaction - INFO - Epoch [98][80/1147] lr: 1.000e-04, eta: 1:13:14, time: 1.300, data_time: 0.001, memory: 5812, loss_cls: 8.0560, loss: 8.0560, grad_norm: 9.5193 2020-10-25 11:11:36,520 - mmaction - INFO - Epoch [98][100/1147] lr: 1.000e-04, eta: 1:12:48, time: 1.319, data_time: 0.008, memory: 5812, loss_cls: 8.3435, loss: 8.3435, grad_norm: 9.7026 2020-10-25 11:12:02,360 - mmaction - INFO - Epoch [98][120/1147] lr: 1.000e-04, eta: 1:12:22, time: 1.294, data_time: 0.006, memory: 5812, loss_cls: 8.1006, loss: 8.1006, grad_norm: 9.4754 2020-10-25 11:12:28,662 - mmaction - INFO - Epoch [98][140/1147] lr: 1.000e-04, eta: 1:11:56, time: 1.315, data_time: 0.002, memory: 5812, loss_cls: 7.9391, loss: 7.9391, grad_norm: 9.3150 2020-10-25 11:12:54,762 - mmaction - INFO - Epoch [98][160/1147] lr: 1.000e-04, eta: 1:11:29, time: 1.300, data_time: 0.005, memory: 5812, loss_cls: 8.3530, loss: 8.3530, grad_norm: 9.6948 2020-10-25 11:13:21,708 - mmaction - INFO - Epoch [98][180/1147] lr: 1.000e-04, eta: 1:11:03, time: 1.353, data_time: 0.010, memory: 5812, loss_cls: 7.9075, loss: 7.9075, grad_norm: 9.2597 2020-10-25 11:13:47,690 - mmaction - INFO - Epoch [98][200/1147] lr: 1.000e-04, eta: 1:10:37, time: 1.300, data_time: 0.003, memory: 5812, loss_cls: 8.1960, loss: 8.1960, grad_norm: 9.6519 2020-10-25 11:14:13,465 - mmaction - INFO - Epoch [98][220/1147] lr: 1.000e-04, eta: 1:10:11, time: 1.281, data_time: 0.005, memory: 5812, loss_cls: 7.9637, loss: 7.9637, grad_norm: 9.4653 2020-10-25 11:14:39,210 - mmaction - INFO - Epoch [98][240/1147] lr: 1.000e-04, eta: 1:09:45, time: 1.285, data_time: 0.009, memory: 5812, loss_cls: 7.9725, loss: 7.9725, grad_norm: 9.3619 2020-10-25 11:15:04,807 - mmaction - INFO - Epoch [98][260/1147] lr: 1.000e-04, eta: 1:09:19, time: 1.289, data_time: 0.012, memory: 5812, loss_cls: 8.0146, loss: 8.0146, grad_norm: 9.4101 2020-10-25 11:15:30,740 - mmaction - INFO - Epoch [98][280/1147] lr: 1.000e-04, eta: 1:08:52, time: 1.290, data_time: 0.002, memory: 5812, loss_cls: 7.9929, loss: 7.9929, grad_norm: 9.4993 2020-10-25 11:15:56,932 - mmaction - INFO - Epoch [98][300/1147] lr: 1.000e-04, eta: 1:08:26, time: 1.307, data_time: 0.009, memory: 5812, loss_cls: 8.0660, loss: 8.0660, grad_norm: 9.4760 2020-10-25 11:16:22,889 - mmaction - INFO - Epoch [98][320/1147] lr: 1.000e-04, eta: 1:08:00, time: 1.308, data_time: 0.015, memory: 5812, loss_cls: 8.2316, loss: 8.2316, grad_norm: 9.6056 2020-10-25 11:16:48,386 - mmaction - INFO - Epoch [98][340/1147] lr: 1.000e-04, eta: 1:07:34, time: 1.275, data_time: 0.003, memory: 5812, loss_cls: 8.0476, loss: 8.0476, grad_norm: 9.4389 2020-10-25 11:17:14,235 - mmaction - INFO - Epoch [98][360/1147] lr: 1.000e-04, eta: 1:07:08, time: 1.292, data_time: 0.002, memory: 5812, loss_cls: 8.1278, loss: 8.1278, grad_norm: 9.5924 2020-10-25 11:17:40,549 - mmaction - INFO - Epoch [98][380/1147] lr: 1.000e-04, eta: 1:06:42, time: 1.310, data_time: 0.003, memory: 5812, loss_cls: 8.0630, loss: 8.0630, grad_norm: 9.4742 2020-10-25 11:18:06,610 - mmaction - INFO - Epoch [98][400/1147] lr: 1.000e-04, eta: 1:06:16, time: 1.307, data_time: 0.007, memory: 5812, loss_cls: 8.1055, loss: 8.1055, grad_norm: 9.5332 2020-10-25 11:18:32,907 - mmaction - INFO - Epoch [98][420/1147] lr: 1.000e-04, eta: 1:05:49, time: 1.317, data_time: 0.006, memory: 5812, loss_cls: 8.1474, loss: 8.1474, grad_norm: 9.5315 2020-10-25 11:18:58,773 - mmaction - INFO - Epoch [98][440/1147] lr: 1.000e-04, eta: 1:05:23, time: 1.287, data_time: 0.002, memory: 5812, loss_cls: 8.1052, loss: 8.1052, grad_norm: 9.4984 2020-10-25 11:19:24,899 - mmaction - INFO - Epoch [98][460/1147] lr: 1.000e-04, eta: 1:04:57, time: 1.313, data_time: 0.008, memory: 5812, loss_cls: 8.0844, loss: 8.0844, grad_norm: 9.4341 2020-10-25 11:19:51,227 - mmaction - INFO - Epoch [98][480/1147] lr: 1.000e-04, eta: 1:04:31, time: 1.313, data_time: 0.002, memory: 5812, loss_cls: 8.1194, loss: 8.1194, grad_norm: 9.4769 2020-10-25 11:20:16,988 - mmaction - INFO - Epoch [98][500/1147] lr: 1.000e-04, eta: 1:04:05, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 7.8946, loss: 7.8946, grad_norm: 9.5926 2020-10-25 11:20:43,154 - mmaction - INFO - Epoch [98][520/1147] lr: 1.000e-04, eta: 1:03:39, time: 1.303, data_time: 0.004, memory: 5812, loss_cls: 8.1353, loss: 8.1353, grad_norm: 9.6411 2020-10-25 11:21:09,445 - mmaction - INFO - Epoch [98][540/1147] lr: 1.000e-04, eta: 1:03:12, time: 1.320, data_time: 0.010, memory: 5812, loss_cls: 8.2274, loss: 8.2274, grad_norm: 9.5044 2020-10-25 11:21:35,174 - mmaction - INFO - Epoch [98][560/1147] lr: 1.000e-04, eta: 1:02:46, time: 1.287, data_time: 0.002, memory: 5812, loss_cls: 8.1511, loss: 8.1511, grad_norm: 9.4464 2020-10-25 11:22:01,285 - mmaction - INFO - Epoch [98][580/1147] lr: 1.000e-04, eta: 1:02:20, time: 1.304, data_time: 0.006, memory: 5812, loss_cls: 7.9952, loss: 7.9952, grad_norm: 9.3872 2020-10-25 11:22:26,747 - mmaction - INFO - Epoch [98][600/1147] lr: 1.000e-04, eta: 1:01:54, time: 1.272, data_time: 0.004, memory: 5812, loss_cls: 7.8510, loss: 7.8510, grad_norm: 9.2952 2020-10-25 11:22:53,033 - mmaction - INFO - Epoch [98][620/1147] lr: 1.000e-04, eta: 1:01:28, time: 1.317, data_time: 0.007, memory: 5812, loss_cls: 8.2426, loss: 8.2426, grad_norm: 10.1169 2020-10-25 11:23:19,062 - mmaction - INFO - Epoch [98][640/1147] lr: 1.000e-04, eta: 1:01:02, time: 1.301, data_time: 0.004, memory: 5812, loss_cls: 8.1280, loss: 8.1280, grad_norm: 9.6198 2020-10-25 11:23:44,646 - mmaction - INFO - Epoch [98][660/1147] lr: 1.000e-04, eta: 1:00:36, time: 1.275, data_time: 0.003, memory: 5812, loss_cls: 8.1136, loss: 8.1136, grad_norm: 9.4548 2020-10-25 11:24:09,706 - mmaction - INFO - Epoch [98][680/1147] lr: 1.000e-04, eta: 1:00:09, time: 1.256, data_time: 0.007, memory: 5812, loss_cls: 8.1246, loss: 8.1246, grad_norm: 9.4818 2020-10-25 11:24:35,586 - mmaction - INFO - Epoch [98][700/1147] lr: 1.000e-04, eta: 0:59:43, time: 1.293, data_time: 0.004, memory: 5812, loss_cls: 8.2449, loss: 8.2449, grad_norm: 9.6797 2020-10-25 11:25:00,797 - mmaction - INFO - Epoch [98][720/1147] lr: 1.000e-04, eta: 0:59:17, time: 1.258, data_time: 0.007, memory: 5812, loss_cls: 8.1388, loss: 8.1388, grad_norm: 9.5760 2020-10-25 11:25:26,082 - mmaction - INFO - Epoch [98][740/1147] lr: 1.000e-04, eta: 0:58:51, time: 1.269, data_time: 0.006, memory: 5812, loss_cls: 8.2124, loss: 8.2124, grad_norm: 9.5289 2020-10-25 11:25:51,689 - mmaction - INFO - Epoch [98][760/1147] lr: 1.000e-04, eta: 0:58:25, time: 1.280, data_time: 0.002, memory: 5812, loss_cls: 8.2019, loss: 8.2019, grad_norm: 9.6974 2020-10-25 11:26:17,211 - mmaction - INFO - Epoch [98][780/1147] lr: 1.000e-04, eta: 0:57:58, time: 1.267, data_time: 0.004, memory: 5812, loss_cls: 7.9563, loss: 7.9563, grad_norm: 9.4820 2020-10-25 11:26:43,296 - mmaction - INFO - Epoch [98][800/1147] lr: 1.000e-04, eta: 0:57:32, time: 1.314, data_time: 0.012, memory: 5812, loss_cls: 8.0400, loss: 8.0400, grad_norm: 9.4271 2020-10-25 11:27:08,834 - mmaction - INFO - Epoch [98][820/1147] lr: 1.000e-04, eta: 0:57:06, time: 1.276, data_time: 0.002, memory: 5812, loss_cls: 8.0004, loss: 8.0004, grad_norm: 9.3652 2020-10-25 11:27:34,649 - mmaction - INFO - Epoch [98][840/1147] lr: 1.000e-04, eta: 0:56:40, time: 1.288, data_time: 0.003, memory: 5812, loss_cls: 8.1639, loss: 8.1639, grad_norm: 9.5452 2020-10-25 11:28:00,096 - mmaction - INFO - Epoch [98][860/1147] lr: 1.000e-04, eta: 0:56:14, time: 1.269, data_time: 0.005, memory: 5812, loss_cls: 8.2200, loss: 8.2200, grad_norm: 9.6760 2020-10-25 11:28:25,750 - mmaction - INFO - Epoch [98][880/1147] lr: 1.000e-04, eta: 0:55:48, time: 1.285, data_time: 0.013, memory: 5812, loss_cls: 8.2032, loss: 8.2032, grad_norm: 9.6648 2020-10-25 11:28:51,638 - mmaction - INFO - Epoch [98][900/1147] lr: 1.000e-04, eta: 0:55:22, time: 1.294, data_time: 0.007, memory: 5812, loss_cls: 8.2458, loss: 8.2458, grad_norm: 9.5532 2020-10-25 11:29:17,531 - mmaction - INFO - Epoch [98][920/1147] lr: 1.000e-04, eta: 0:54:55, time: 1.296, data_time: 0.007, memory: 5812, loss_cls: 8.2725, loss: 8.2725, grad_norm: 9.5825 2020-10-25 11:29:42,698 - mmaction - INFO - Epoch [98][940/1147] lr: 1.000e-04, eta: 0:54:29, time: 1.254, data_time: 0.005, memory: 5812, loss_cls: 8.0305, loss: 8.0305, grad_norm: 9.3781 2020-10-25 11:30:09,647 - mmaction - INFO - Epoch [98][960/1147] lr: 1.000e-04, eta: 0:54:03, time: 1.345, data_time: 0.009, memory: 5812, loss_cls: 8.1527, loss: 8.1527, grad_norm: 9.4794 2020-10-25 11:30:35,578 - mmaction - INFO - Epoch [98][980/1147] lr: 1.000e-04, eta: 0:53:37, time: 1.299, data_time: 0.011, memory: 5812, loss_cls: 8.3687, loss: 8.3687, grad_norm: 9.6557 2020-10-25 11:31:01,451 - mmaction - INFO - Epoch [98][1000/1147] lr: 1.000e-04, eta: 0:53:11, time: 1.298, data_time: 0.007, memory: 5812, loss_cls: 7.9671, loss: 7.9671, grad_norm: 9.5280 2020-10-25 11:31:27,917 - mmaction - INFO - Epoch [98][1020/1147] lr: 1.000e-04, eta: 0:52:45, time: 1.321, data_time: 0.005, memory: 5812, loss_cls: 8.1572, loss: 8.1572, grad_norm: 9.7570 2020-10-25 11:31:54,052 - mmaction - INFO - Epoch [98][1040/1147] lr: 1.000e-04, eta: 0:52:19, time: 1.306, data_time: 0.006, memory: 5812, loss_cls: 8.1794, loss: 8.1794, grad_norm: 9.4392 2020-10-25 11:32:19,869 - mmaction - INFO - Epoch [98][1060/1147] lr: 1.000e-04, eta: 0:51:52, time: 1.288, data_time: 0.007, memory: 5812, loss_cls: 8.1865, loss: 8.1865, grad_norm: 9.4116 2020-10-25 11:32:45,672 - mmaction - INFO - Epoch [98][1080/1147] lr: 1.000e-04, eta: 0:51:26, time: 1.297, data_time: 0.013, memory: 5812, loss_cls: 8.0574, loss: 8.0574, grad_norm: 9.4789 2020-10-25 11:33:12,211 - mmaction - INFO - Epoch [98][1100/1147] lr: 1.000e-04, eta: 0:51:00, time: 1.320, data_time: 0.003, memory: 5812, loss_cls: 8.1826, loss: 8.1826, grad_norm: 9.5015 2020-10-25 11:33:38,565 - mmaction - INFO - Epoch [98][1120/1147] lr: 1.000e-04, eta: 0:50:34, time: 1.318, data_time: 0.013, memory: 5812, loss_cls: 8.0992, loss: 8.0992, grad_norm: 9.4575 2020-10-25 11:34:05,161 - mmaction - INFO - Epoch [98][1140/1147] lr: 1.000e-04, eta: 0:50:08, time: 1.332, data_time: 0.010, memory: 5812, loss_cls: 8.1665, loss: 8.1665, grad_norm: 9.6317 2020-10-25 11:34:54,615 - mmaction - INFO - Epoch [99][20/1147] lr: 1.000e-04, eta: 0:49:33, time: 2.059, data_time: 0.843, memory: 5812, loss_cls: 8.3782, loss: 8.3782, grad_norm: 9.7944 2020-10-25 11:35:21,129 - mmaction - INFO - Epoch [99][40/1147] lr: 1.000e-04, eta: 0:49:06, time: 1.332, data_time: 0.017, memory: 5812, loss_cls: 8.0391, loss: 8.0391, grad_norm: 9.5800 2020-10-25 11:35:47,920 - mmaction - INFO - Epoch [99][60/1147] lr: 1.000e-04, eta: 0:48:40, time: 1.340, data_time: 0.009, memory: 5812, loss_cls: 8.0490, loss: 8.0490, grad_norm: 9.4670 2020-10-25 11:36:14,587 - mmaction - INFO - Epoch [99][80/1147] lr: 1.000e-04, eta: 0:48:14, time: 1.331, data_time: 0.025, memory: 5812, loss_cls: 7.9573, loss: 7.9573, grad_norm: 9.4497 2020-10-25 11:36:41,527 - mmaction - INFO - Epoch [99][100/1147] lr: 1.000e-04, eta: 0:47:48, time: 1.349, data_time: 0.006, memory: 5812, loss_cls: 8.0714, loss: 8.0714, grad_norm: 9.6061 2020-10-25 11:37:07,810 - mmaction - INFO - Epoch [99][120/1147] lr: 1.000e-04, eta: 0:47:22, time: 1.313, data_time: 0.002, memory: 5812, loss_cls: 8.2474, loss: 8.2474, grad_norm: 9.4421 2020-10-25 11:37:35,101 - mmaction - INFO - Epoch [99][140/1147] lr: 1.000e-04, eta: 0:46:56, time: 1.361, data_time: 0.004, memory: 5812, loss_cls: 8.3554, loss: 8.3554, grad_norm: 9.4653 2020-10-25 11:38:01,447 - mmaction - INFO - Epoch [99][160/1147] lr: 1.000e-04, eta: 0:46:30, time: 1.320, data_time: 0.009, memory: 5812, loss_cls: 8.1305, loss: 8.1305, grad_norm: 9.5796 2020-10-25 11:38:27,872 - mmaction - INFO - Epoch [99][180/1147] lr: 1.000e-04, eta: 0:46:04, time: 1.318, data_time: 0.004, memory: 5812, loss_cls: 7.9820, loss: 7.9820, grad_norm: 9.5592 2020-10-25 11:38:54,359 - mmaction - INFO - Epoch [99][200/1147] lr: 1.000e-04, eta: 0:45:37, time: 1.328, data_time: 0.007, memory: 5812, loss_cls: 8.1372, loss: 8.1372, grad_norm: 9.5124 2020-10-25 11:39:20,665 - mmaction - INFO - Epoch [99][220/1147] lr: 1.000e-04, eta: 0:45:11, time: 1.314, data_time: 0.003, memory: 5812, loss_cls: 8.1878, loss: 8.1878, grad_norm: 9.5071 2020-10-25 11:39:46,384 - mmaction - INFO - Epoch [99][240/1147] lr: 1.000e-04, eta: 0:44:45, time: 1.281, data_time: 0.004, memory: 5812, loss_cls: 8.0133, loss: 8.0133, grad_norm: 9.4265 2020-10-25 11:40:11,517 - mmaction - INFO - Epoch [99][260/1147] lr: 1.000e-04, eta: 0:44:19, time: 1.260, data_time: 0.013, memory: 5812, loss_cls: 7.9323, loss: 7.9323, grad_norm: 9.6363 2020-10-25 11:40:37,693 - mmaction - INFO - Epoch [99][280/1147] lr: 1.000e-04, eta: 0:43:53, time: 1.309, data_time: 0.006, memory: 5812, loss_cls: 8.0059, loss: 8.0059, grad_norm: 9.5276 2020-10-25 11:41:03,846 - mmaction - INFO - Epoch [99][300/1147] lr: 1.000e-04, eta: 0:43:27, time: 1.307, data_time: 0.008, memory: 5812, loss_cls: 8.1370, loss: 8.1370, grad_norm: 9.4384 2020-10-25 11:41:29,397 - mmaction - INFO - Epoch [99][320/1147] lr: 1.000e-04, eta: 0:43:00, time: 1.280, data_time: 0.006, memory: 5812, loss_cls: 8.2465, loss: 8.2465, grad_norm: 9.5492 2020-10-25 11:41:55,813 - mmaction - INFO - Epoch [99][340/1147] lr: 1.000e-04, eta: 0:42:34, time: 1.321, data_time: 0.007, memory: 5812, loss_cls: 8.2701, loss: 8.2701, grad_norm: 9.5720 2020-10-25 11:42:21,578 - mmaction - INFO - Epoch [99][360/1147] lr: 1.000e-04, eta: 0:42:08, time: 1.289, data_time: 0.008, memory: 5812, loss_cls: 7.9787, loss: 7.9787, grad_norm: 9.3611 2020-10-25 11:42:47,694 - mmaction - INFO - Epoch [99][380/1147] lr: 1.000e-04, eta: 0:41:42, time: 1.298, data_time: 0.002, memory: 5812, loss_cls: 8.1350, loss: 8.1350, grad_norm: 9.6563 2020-10-25 11:43:13,247 - mmaction - INFO - Epoch [99][400/1147] lr: 1.000e-04, eta: 0:41:16, time: 1.278, data_time: 0.011, memory: 5812, loss_cls: 8.0757, loss: 8.0757, grad_norm: 9.5646 2020-10-25 11:43:39,670 - mmaction - INFO - Epoch [99][420/1147] lr: 1.000e-04, eta: 0:40:50, time: 1.331, data_time: 0.011, memory: 5812, loss_cls: 8.0897, loss: 8.0897, grad_norm: 9.6420 2020-10-25 11:44:05,201 - mmaction - INFO - Epoch [99][440/1147] lr: 1.000e-04, eta: 0:40:24, time: 1.277, data_time: 0.002, memory: 5812, loss_cls: 8.3624, loss: 8.3624, grad_norm: 9.7323 2020-10-25 11:44:31,030 - mmaction - INFO - Epoch [99][460/1147] lr: 1.000e-04, eta: 0:39:57, time: 1.285, data_time: 0.002, memory: 5812, loss_cls: 8.0707, loss: 8.0707, grad_norm: 9.7842 2020-10-25 11:44:57,251 - mmaction - INFO - Epoch [99][480/1147] lr: 1.000e-04, eta: 0:39:31, time: 1.313, data_time: 0.011, memory: 5812, loss_cls: 8.0456, loss: 8.0456, grad_norm: 9.5067 2020-10-25 11:45:23,124 - mmaction - INFO - Epoch [99][500/1147] lr: 1.000e-04, eta: 0:39:05, time: 1.288, data_time: 0.007, memory: 5812, loss_cls: 8.1473, loss: 8.1473, grad_norm: 9.4810 2020-10-25 11:45:49,073 - mmaction - INFO - Epoch [99][520/1147] lr: 1.000e-04, eta: 0:38:39, time: 1.305, data_time: 0.011, memory: 5812, loss_cls: 8.0769, loss: 8.0769, grad_norm: 9.3732 2020-10-25 11:46:14,690 - mmaction - INFO - Epoch [99][540/1147] lr: 1.000e-04, eta: 0:38:13, time: 1.272, data_time: 0.004, memory: 5812, loss_cls: 8.1978, loss: 8.1978, grad_norm: 9.4718 2020-10-25 11:46:40,754 - mmaction - INFO - Epoch [99][560/1147] lr: 1.000e-04, eta: 0:37:47, time: 1.313, data_time: 0.015, memory: 5812, loss_cls: 7.9308, loss: 7.9308, grad_norm: 9.2947 2020-10-25 11:47:06,285 - mmaction - INFO - Epoch [99][580/1147] lr: 1.000e-04, eta: 0:37:20, time: 1.275, data_time: 0.004, memory: 5812, loss_cls: 8.1686, loss: 8.1686, grad_norm: 9.5883 2020-10-25 11:47:32,168 - mmaction - INFO - Epoch [99][600/1147] lr: 1.000e-04, eta: 0:36:54, time: 1.294, data_time: 0.006, memory: 5812, loss_cls: 7.9290, loss: 7.9290, grad_norm: 9.4069 2020-10-25 11:47:58,127 - mmaction - INFO - Epoch [99][620/1147] lr: 1.000e-04, eta: 0:36:28, time: 1.294, data_time: 0.008, memory: 5812, loss_cls: 8.1456, loss: 8.1456, grad_norm: 9.6567 2020-10-25 11:48:24,156 - mmaction - INFO - Epoch [99][640/1147] lr: 1.000e-04, eta: 0:36:02, time: 1.300, data_time: 0.012, memory: 5812, loss_cls: 7.9203, loss: 7.9203, grad_norm: 9.3803 2020-10-25 11:48:49,902 - mmaction - INFO - Epoch [99][660/1147] lr: 1.000e-04, eta: 0:35:36, time: 1.287, data_time: 0.010, memory: 5812, loss_cls: 8.0870, loss: 8.0870, grad_norm: 9.6030 2020-10-25 11:49:15,846 - mmaction - INFO - Epoch [99][680/1147] lr: 1.000e-04, eta: 0:35:10, time: 1.299, data_time: 0.011, memory: 5812, loss_cls: 8.1896, loss: 8.1896, grad_norm: 9.6059 2020-10-25 11:49:41,235 - mmaction - INFO - Epoch [99][700/1147] lr: 1.000e-04, eta: 0:34:44, time: 1.274, data_time: 0.009, memory: 5812, loss_cls: 8.0248, loss: 8.0248, grad_norm: 9.5032 2020-10-25 11:50:07,538 - mmaction - INFO - Epoch [99][720/1147] lr: 1.000e-04, eta: 0:34:17, time: 1.309, data_time: 0.003, memory: 5812, loss_cls: 8.2031, loss: 8.2031, grad_norm: 9.5802 2020-10-25 11:50:33,272 - mmaction - INFO - Epoch [99][740/1147] lr: 1.000e-04, eta: 0:33:51, time: 1.292, data_time: 0.010, memory: 5812, loss_cls: 8.2252, loss: 8.2252, grad_norm: 9.5660 2020-10-25 11:50:59,233 - mmaction - INFO - Epoch [99][760/1147] lr: 1.000e-04, eta: 0:33:25, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 8.1382, loss: 8.1382, grad_norm: 9.5628 2020-10-25 11:51:25,267 - mmaction - INFO - Epoch [99][780/1147] lr: 1.000e-04, eta: 0:32:59, time: 1.310, data_time: 0.012, memory: 5812, loss_cls: 8.2476, loss: 8.2476, grad_norm: 9.4180 2020-10-25 11:51:51,251 - mmaction - INFO - Epoch [99][800/1147] lr: 1.000e-04, eta: 0:32:33, time: 1.296, data_time: 0.003, memory: 5812, loss_cls: 8.0518, loss: 8.0518, grad_norm: 9.4864 2020-10-25 11:52:16,916 - mmaction - INFO - Epoch [99][820/1147] lr: 1.000e-04, eta: 0:32:07, time: 1.284, data_time: 0.006, memory: 5812, loss_cls: 8.1066, loss: 8.1066, grad_norm: 9.4824 2020-10-25 11:52:43,227 - mmaction - INFO - Epoch [99][840/1147] lr: 1.000e-04, eta: 0:31:40, time: 1.309, data_time: 0.007, memory: 5812, loss_cls: 8.1912, loss: 8.1912, grad_norm: 9.5515 2020-10-25 11:53:09,165 - mmaction - INFO - Epoch [99][860/1147] lr: 1.000e-04, eta: 0:31:14, time: 1.305, data_time: 0.010, memory: 5812, loss_cls: 8.2298, loss: 8.2298, grad_norm: 9.5142 2020-10-25 11:53:35,625 - mmaction - INFO - Epoch [99][880/1147] lr: 1.000e-04, eta: 0:30:48, time: 1.323, data_time: 0.003, memory: 5812, loss_cls: 8.0704, loss: 8.0704, grad_norm: 9.5283 2020-10-25 11:54:01,652 - mmaction - INFO - Epoch [99][900/1147] lr: 1.000e-04, eta: 0:30:22, time: 1.301, data_time: 0.003, memory: 5812, loss_cls: 8.0841, loss: 8.0841, grad_norm: 9.4174 2020-10-25 11:54:26,989 - mmaction - INFO - Epoch [99][920/1147] lr: 1.000e-04, eta: 0:29:56, time: 1.264, data_time: 0.003, memory: 5812, loss_cls: 8.1921, loss: 8.1921, grad_norm: 9.6076 2020-10-25 11:54:52,843 - mmaction - INFO - Epoch [99][940/1147] lr: 1.000e-04, eta: 0:29:30, time: 1.297, data_time: 0.006, memory: 5812, loss_cls: 7.9903, loss: 7.9903, grad_norm: 9.2850 2020-10-25 11:55:18,832 - mmaction - INFO - Epoch [99][960/1147] lr: 1.000e-04, eta: 0:29:04, time: 1.294, data_time: 0.001, memory: 5812, loss_cls: 8.0179, loss: 8.0179, grad_norm: 9.4680 2020-10-25 11:55:44,734 - mmaction - INFO - Epoch [99][980/1147] lr: 1.000e-04, eta: 0:28:37, time: 1.291, data_time: 0.006, memory: 5812, loss_cls: 8.0878, loss: 8.0878, grad_norm: 9.5347 2020-10-25 11:56:11,035 - mmaction - INFO - Epoch [99][1000/1147] lr: 1.000e-04, eta: 0:28:11, time: 1.315, data_time: 0.011, memory: 5812, loss_cls: 8.1779, loss: 8.1779, grad_norm: 9.5508 2020-10-25 11:56:36,800 - mmaction - INFO - Epoch [99][1020/1147] lr: 1.000e-04, eta: 0:27:45, time: 1.292, data_time: 0.011, memory: 5812, loss_cls: 7.9503, loss: 7.9503, grad_norm: 9.3972 2020-10-25 11:57:02,598 - mmaction - INFO - Epoch [99][1040/1147] lr: 1.000e-04, eta: 0:27:19, time: 1.291, data_time: 0.007, memory: 5812, loss_cls: 8.0331, loss: 8.0331, grad_norm: 9.3550 2020-10-25 11:57:28,252 - mmaction - INFO - Epoch [99][1060/1147] lr: 1.000e-04, eta: 0:26:53, time: 1.283, data_time: 0.006, memory: 5812, loss_cls: 8.2384, loss: 8.2384, grad_norm: 9.6538 2020-10-25 11:57:53,989 - mmaction - INFO - Epoch [99][1080/1147] lr: 1.000e-04, eta: 0:26:27, time: 1.288, data_time: 0.008, memory: 5812, loss_cls: 8.1339, loss: 8.1339, grad_norm: 9.5007 2020-10-25 11:58:20,262 - mmaction - INFO - Epoch [99][1100/1147] lr: 1.000e-04, eta: 0:26:01, time: 1.308, data_time: 0.005, memory: 5812, loss_cls: 8.2719, loss: 8.2719, grad_norm: 9.5091 2020-10-25 11:58:46,448 - mmaction - INFO - Epoch [99][1120/1147] lr: 1.000e-04, eta: 0:25:34, time: 1.316, data_time: 0.010, memory: 5812, loss_cls: 8.1377, loss: 8.1377, grad_norm: 9.5065 2020-10-25 11:59:12,277 - mmaction - INFO - Epoch [99][1140/1147] lr: 1.000e-04, eta: 0:25:08, time: 1.285, data_time: 0.003, memory: 5812, loss_cls: 8.1385, loss: 8.1385, grad_norm: 9.5047 2020-10-25 12:00:01,278 - mmaction - INFO - Epoch [100][20/1147] lr: 1.000e-04, eta: 0:24:33, time: 2.050, data_time: 1.531, memory: 5812, loss_cls: 8.1950, loss: 8.1950, grad_norm: 9.5620 2020-10-25 12:01:07,690 - mmaction - INFO - Epoch [100][40/1147] lr: 1.000e-04, eta: 0:24:07, time: 3.289, data_time: 1.340, memory: 5812, loss_cls: 8.1090, loss: 8.1090, grad_norm: 9.5084 2020-10-25 12:01:35,241 - mmaction - INFO - Epoch [100][60/1147] lr: 1.000e-04, eta: 0:23:41, time: 1.407, data_time: 0.279, memory: 5812, loss_cls: 8.0820, loss: 8.0820, grad_norm: 9.5624 2020-10-25 12:02:01,088 - mmaction - INFO - Epoch [100][80/1147] lr: 1.000e-04, eta: 0:23:15, time: 1.293, data_time: 0.007, memory: 5812, loss_cls: 7.9832, loss: 7.9832, grad_norm: 9.4582 2020-10-25 12:02:27,521 - mmaction - INFO - Epoch [100][100/1147] lr: 1.000e-04, eta: 0:22:49, time: 1.322, data_time: 0.006, memory: 5812, loss_cls: 8.1651, loss: 8.1651, grad_norm: 9.4378 2020-10-25 12:02:53,459 - mmaction - INFO - Epoch [100][120/1147] lr: 1.000e-04, eta: 0:22:23, time: 1.301, data_time: 0.008, memory: 5812, loss_cls: 8.1799, loss: 8.1799, grad_norm: 9.5536 2020-10-25 12:03:19,216 - mmaction - INFO - Epoch [100][140/1147] lr: 1.000e-04, eta: 0:21:56, time: 1.289, data_time: 0.003, memory: 5812, loss_cls: 8.0218, loss: 8.0218, grad_norm: 9.5585 2020-10-25 12:03:45,521 - mmaction - INFO - Epoch [100][160/1147] lr: 1.000e-04, eta: 0:21:30, time: 1.305, data_time: 0.002, memory: 5812, loss_cls: 8.1740, loss: 8.1740, grad_norm: 9.5604 2020-10-25 12:04:11,010 - mmaction - INFO - Epoch [100][180/1147] lr: 1.000e-04, eta: 0:21:04, time: 1.277, data_time: 0.011, memory: 5812, loss_cls: 8.0690, loss: 8.0690, grad_norm: 9.5397 2020-10-25 12:04:37,003 - mmaction - INFO - Epoch [100][200/1147] lr: 1.000e-04, eta: 0:20:38, time: 1.305, data_time: 0.008, memory: 5812, loss_cls: 8.0851, loss: 8.0851, grad_norm: 9.6819 2020-10-25 12:05:02,800 - mmaction - INFO - Epoch [100][220/1147] lr: 1.000e-04, eta: 0:20:12, time: 1.286, data_time: 0.004, memory: 5812, loss_cls: 8.1296, loss: 8.1296, grad_norm: 9.6400 2020-10-25 12:05:28,971 - mmaction - INFO - Epoch [100][240/1147] lr: 1.000e-04, eta: 0:19:46, time: 1.312, data_time: 0.007, memory: 5812, loss_cls: 8.0309, loss: 8.0309, grad_norm: 9.5362 2020-10-25 12:05:54,636 - mmaction - INFO - Epoch [100][260/1147] lr: 1.000e-04, eta: 0:19:20, time: 1.275, data_time: 0.008, memory: 5812, loss_cls: 8.3223, loss: 8.3223, grad_norm: 9.5762 2020-10-25 12:06:20,939 - mmaction - INFO - Epoch [100][280/1147] lr: 1.000e-04, eta: 0:18:53, time: 1.321, data_time: 0.013, memory: 5812, loss_cls: 8.1099, loss: 8.1099, grad_norm: 9.5298 2020-10-25 12:06:46,743 - mmaction - INFO - Epoch [100][300/1147] lr: 1.000e-04, eta: 0:18:27, time: 1.286, data_time: 0.010, memory: 5812, loss_cls: 8.0460, loss: 8.0460, grad_norm: 9.4507 2020-10-25 12:07:12,311 - mmaction - INFO - Epoch [100][320/1147] lr: 1.000e-04, eta: 0:18:01, time: 1.283, data_time: 0.010, memory: 5812, loss_cls: 8.1307, loss: 8.1307, grad_norm: 9.4978 2020-10-25 12:07:39,065 - mmaction - INFO - Epoch [100][340/1147] lr: 1.000e-04, eta: 0:17:35, time: 1.340, data_time: 0.007, memory: 5812, loss_cls: 8.0393, loss: 8.0393, grad_norm: 9.4653 2020-10-25 12:08:04,433 - mmaction - INFO - Epoch [100][360/1147] lr: 1.000e-04, eta: 0:17:09, time: 1.270, data_time: 0.002, memory: 5812, loss_cls: 8.3189, loss: 8.3189, grad_norm: 9.7259 2020-10-25 12:08:30,561 - mmaction - INFO - Epoch [100][380/1147] lr: 1.000e-04, eta: 0:16:43, time: 1.306, data_time: 0.003, memory: 5812, loss_cls: 8.1706, loss: 8.1706, grad_norm: 9.6308 2020-10-25 12:08:56,663 - mmaction - INFO - Epoch [100][400/1147] lr: 1.000e-04, eta: 0:16:16, time: 1.301, data_time: 0.004, memory: 5812, loss_cls: 8.1251, loss: 8.1251, grad_norm: 9.5664 2020-10-25 12:09:23,147 - mmaction - INFO - Epoch [100][420/1147] lr: 1.000e-04, eta: 0:15:50, time: 1.320, data_time: 0.006, memory: 5812, loss_cls: 8.1479, loss: 8.1479, grad_norm: 9.3012 2020-10-25 12:09:48,930 - mmaction - INFO - Epoch [100][440/1147] lr: 1.000e-04, eta: 0:15:24, time: 1.297, data_time: 0.010, memory: 5812, loss_cls: 8.2084, loss: 8.2084, grad_norm: 9.5918 2020-10-25 12:10:14,723 - mmaction - INFO - Epoch [100][460/1147] lr: 1.000e-04, eta: 0:14:58, time: 1.283, data_time: 0.003, memory: 5812, loss_cls: 8.0549, loss: 8.0549, grad_norm: 9.4817 2020-10-25 12:10:40,600 - mmaction - INFO - Epoch [100][480/1147] lr: 1.000e-04, eta: 0:14:32, time: 1.299, data_time: 0.015, memory: 5812, loss_cls: 8.0843, loss: 8.0843, grad_norm: 9.3792 2020-10-25 12:11:06,002 - mmaction - INFO - Epoch [100][500/1147] lr: 1.000e-04, eta: 0:14:06, time: 1.270, data_time: 0.003, memory: 5812, loss_cls: 7.9639, loss: 7.9639, grad_norm: 9.3554 2020-10-25 12:11:31,865 - mmaction - INFO - Epoch [100][520/1147] lr: 1.000e-04, eta: 0:13:39, time: 1.287, data_time: 0.003, memory: 5812, loss_cls: 8.0049, loss: 8.0049, grad_norm: 9.4628 2020-10-25 12:11:57,515 - mmaction - INFO - Epoch [100][540/1147] lr: 1.000e-04, eta: 0:13:13, time: 1.284, data_time: 0.009, memory: 5812, loss_cls: 8.0597, loss: 8.0597, grad_norm: 9.4803 2020-10-25 12:12:23,796 - mmaction - INFO - Epoch [100][560/1147] lr: 1.000e-04, eta: 0:12:47, time: 1.318, data_time: 0.007, memory: 5812, loss_cls: 8.3231, loss: 8.3231, grad_norm: 9.7046 2020-10-25 12:12:49,520 - mmaction - INFO - Epoch [100][580/1147] lr: 1.000e-04, eta: 0:12:21, time: 1.274, data_time: 0.003, memory: 5812, loss_cls: 8.0835, loss: 8.0835, grad_norm: 9.5986 2020-10-25 12:13:15,326 - mmaction - INFO - Epoch [100][600/1147] lr: 1.000e-04, eta: 0:11:55, time: 1.304, data_time: 0.016, memory: 5812, loss_cls: 8.1445, loss: 8.1445, grad_norm: 9.6938 2020-10-25 12:13:41,404 - mmaction - INFO - Epoch [100][620/1147] lr: 1.000e-04, eta: 0:11:29, time: 1.297, data_time: 0.002, memory: 5812, loss_cls: 8.2482, loss: 8.2482, grad_norm: 9.6881 2020-10-25 12:14:07,337 - mmaction - INFO - Epoch [100][640/1147] lr: 1.000e-04, eta: 0:11:03, time: 1.297, data_time: 0.008, memory: 5812, loss_cls: 8.1756, loss: 8.1756, grad_norm: 9.4990 2020-10-25 12:14:33,032 - mmaction - INFO - Epoch [100][660/1147] lr: 1.000e-04, eta: 0:10:36, time: 1.291, data_time: 0.007, memory: 5812, loss_cls: 8.2496, loss: 8.2496, grad_norm: 9.5018 2020-10-25 12:14:58,681 - mmaction - INFO - Epoch [100][680/1147] lr: 1.000e-04, eta: 0:10:10, time: 1.283, data_time: 0.002, memory: 5812, loss_cls: 8.2471, loss: 8.2471, grad_norm: 9.5909 2020-10-25 12:15:24,500 - mmaction - INFO - Epoch [100][700/1147] lr: 1.000e-04, eta: 0:09:44, time: 1.287, data_time: 0.004, memory: 5812, loss_cls: 8.1021, loss: 8.1021, grad_norm: 9.3385 2020-10-25 12:15:50,697 - mmaction - INFO - Epoch [100][720/1147] lr: 1.000e-04, eta: 0:09:18, time: 1.312, data_time: 0.008, memory: 5812, loss_cls: 8.0230, loss: 8.0230, grad_norm: 9.4521 2020-10-25 12:16:16,420 - mmaction - INFO - Epoch [100][740/1147] lr: 1.000e-04, eta: 0:08:52, time: 1.284, data_time: 0.005, memory: 5812, loss_cls: 8.1832, loss: 8.1832, grad_norm: 9.6106 2020-10-25 12:16:42,135 - mmaction - INFO - Epoch [100][760/1147] lr: 1.000e-04, eta: 0:08:26, time: 1.287, data_time: 0.005, memory: 5812, loss_cls: 8.1443, loss: 8.1443, grad_norm: 9.4938 2020-10-25 12:17:07,848 - mmaction - INFO - Epoch [100][780/1147] lr: 1.000e-04, eta: 0:07:59, time: 1.281, data_time: 0.007, memory: 5812, loss_cls: 8.1975, loss: 8.1975, grad_norm: 9.6001 2020-10-25 12:17:33,893 - mmaction - INFO - Epoch [100][800/1147] lr: 1.000e-04, eta: 0:07:33, time: 1.309, data_time: 0.010, memory: 5812, loss_cls: 8.0897, loss: 8.0897, grad_norm: 9.6276 2020-10-25 12:18:00,211 - mmaction - INFO - Epoch [100][820/1147] lr: 1.000e-04, eta: 0:07:07, time: 1.312, data_time: 0.002, memory: 5812, loss_cls: 8.1525, loss: 8.1525, grad_norm: 9.4717 2020-10-25 12:18:25,614 - mmaction - INFO - Epoch [100][840/1147] lr: 1.000e-04, eta: 0:06:41, time: 1.267, data_time: 0.012, memory: 5812, loss_cls: 8.0045, loss: 8.0045, grad_norm: 9.2963 2020-10-25 12:18:51,118 - mmaction - INFO - Epoch [100][860/1147] lr: 1.000e-04, eta: 0:06:15, time: 1.282, data_time: 0.008, memory: 5812, loss_cls: 8.1132, loss: 8.1132, grad_norm: 9.6141 2020-10-25 12:19:17,157 - mmaction - INFO - Epoch [100][880/1147] lr: 1.000e-04, eta: 0:05:49, time: 1.296, data_time: 0.002, memory: 5812, loss_cls: 7.9500, loss: 7.9500, grad_norm: 9.5975 2020-10-25 12:19:43,413 - mmaction - INFO - Epoch [100][900/1147] lr: 1.000e-04, eta: 0:05:23, time: 1.308, data_time: 0.008, memory: 5812, loss_cls: 8.0150, loss: 8.0150, grad_norm: 9.6076 2020-10-25 12:20:08,957 - mmaction - INFO - Epoch [100][920/1147] lr: 1.000e-04, eta: 0:04:56, time: 1.277, data_time: 0.011, memory: 5812, loss_cls: 8.0086, loss: 8.0086, grad_norm: 9.6088 2020-10-25 12:20:34,956 - mmaction - INFO - Epoch [100][940/1147] lr: 1.000e-04, eta: 0:04:30, time: 1.308, data_time: 0.012, memory: 5812, loss_cls: 8.1475, loss: 8.1475, grad_norm: 9.5107 2020-10-25 12:21:01,093 - mmaction - INFO - Epoch [100][960/1147] lr: 1.000e-04, eta: 0:04:04, time: 1.309, data_time: 0.005, memory: 5812, loss_cls: 8.2485, loss: 8.2485, grad_norm: 9.6677 2020-10-25 12:21:26,856 - mmaction - INFO - Epoch [100][980/1147] lr: 1.000e-04, eta: 0:03:38, time: 1.284, data_time: 0.002, memory: 5812, loss_cls: 8.1175, loss: 8.1175, grad_norm: 9.4362 2020-10-25 12:21:52,599 - mmaction - INFO - Epoch [100][1000/1147] lr: 1.000e-04, eta: 0:03:12, time: 1.290, data_time: 0.007, memory: 5812, loss_cls: 8.0022, loss: 8.0022, grad_norm: 9.3879 2020-10-25 12:22:18,729 - mmaction - INFO - Epoch [100][1020/1147] lr: 1.000e-04, eta: 0:02:46, time: 1.303, data_time: 0.003, memory: 5812, loss_cls: 8.1316, loss: 8.1316, grad_norm: 9.5366 2020-10-25 12:22:44,326 - mmaction - INFO - Epoch [100][1040/1147] lr: 1.000e-04, eta: 0:02:19, time: 1.280, data_time: 0.007, memory: 5812, loss_cls: 8.2546, loss: 8.2546, grad_norm: 9.7135 2020-10-25 12:23:10,314 - mmaction - INFO - Epoch [100][1060/1147] lr: 1.000e-04, eta: 0:01:53, time: 1.299, data_time: 0.008, memory: 5812, loss_cls: 7.9803, loss: 7.9803, grad_norm: 9.5314 2020-10-25 12:23:35,083 - mmaction - INFO - Epoch [100][1080/1147] lr: 1.000e-04, eta: 0:01:27, time: 1.238, data_time: 0.007, memory: 5812, loss_cls: 8.2132, loss: 8.2132, grad_norm: 9.6384 2020-10-25 12:24:00,640 - mmaction - INFO - Epoch [100][1100/1147] lr: 1.000e-04, eta: 0:01:01, time: 1.283, data_time: 0.007, memory: 5812, loss_cls: 8.1638, loss: 8.1638, grad_norm: 9.4999 2020-10-25 12:24:26,495 - mmaction - INFO - Epoch [100][1120/1147] lr: 1.000e-04, eta: 0:00:35, time: 1.293, data_time: 0.002, memory: 5812, loss_cls: 8.2639, loss: 8.2639, grad_norm: 9.5080 2020-10-25 12:24:53,101 - mmaction - INFO - Epoch [100][1140/1147] lr: 1.000e-04, eta: 0:00:09, time: 1.330, data_time: 0.003, memory: 5812, loss_cls: 8.1986, loss: 8.1986, grad_norm: 9.5771 2020-10-25 12:25:08,895 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-10-25 12:27:44,932 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-25 12:27:45,517 - mmaction - INFO - mean_average_precision 0.4533 2020-10-25 12:27:45,533 - mmaction - INFO - Epoch(val) [100][1147] mean_average_precision: 0.4533