2020-10-23 10:54:53,500 - 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 4.8.5-16) 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+a72a2c7 ------------------------------------------------------------ 2020-10-23 10:54:53,562 - mmaction - INFO - Distributed training: True 2020-10-23 10:54:53,562 - mmaction - INFO - Config: /mnt/lustre/duanhaodong1/mmaction2_hvu/configs/hvu/tsn_object_333x.py # model settings category_nums = dict( action=729, attribute=117, concept=291, event=69, object=1679, scene=248) target_cate='object' 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 = None workflow = [('train', 5)] 2020-10-23 10:54:54,314 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-10-23 10:55:03,797 - mmaction - INFO - Start running, host: duanhaodong1@SH-IDC2-172-20-21-48, work_dir: /mnt/lustre/duanhaodong1/mmaction2_hvu/work_dirs/hvu/tsn_object_333x 2020-10-23 10:55:03,799 - mmaction - INFO - workflow: [('train', 5)], max: 100 epochs 2020-10-23 10:56:02,674 - mmaction - INFO - Epoch [1][20/1712] lr: 1.000e-02, eta: 5 days, 19:56:13, time: 2.943, data_time: 1.361, memory: 5822, loss_cls: 45.6509, loss: 45.6509, grad_norm: 17.7884 2020-10-23 10:56:49,012 - mmaction - INFO - Epoch [1][40/1712] lr: 1.000e-02, eta: 5 days, 5:02:04, time: 2.317, data_time: 0.271, memory: 5822, loss_cls: 7.6975, loss: 7.6975, grad_norm: 2.5008 2020-10-23 10:57:31,902 - mmaction - INFO - Epoch [1][60/1712] lr: 1.000e-02, eta: 4 days, 21:19:51, time: 2.145, data_time: 0.003, memory: 5822, loss_cls: 6.5510, loss: 6.5510, grad_norm: 1.7884 2020-10-23 10:58:15,115 - mmaction - INFO - Epoch [1][80/1712] lr: 1.000e-02, eta: 4 days, 17:38:24, time: 2.159, data_time: 0.000, memory: 5822, loss_cls: 6.2441, loss: 6.2441, grad_norm: 1.7237 2020-10-23 10:58:58,867 - mmaction - INFO - Epoch [1][100/1712] lr: 1.000e-02, eta: 4 days, 15:42:28, time: 2.189, data_time: 0.004, memory: 5822, loss_cls: 6.1063, loss: 6.1063, grad_norm: 1.7079 2020-10-23 10:59:48,501 - mmaction - INFO - Epoch [1][120/1712] lr: 1.000e-02, eta: 4 days, 16:44:14, time: 2.482, data_time: 0.010, memory: 5822, loss_cls: 6.0110, loss: 6.0110, grad_norm: 1.5492 2020-10-23 11:00:31,669 - mmaction - INFO - Epoch [1][140/1712] lr: 1.000e-02, eta: 4 days, 15:16:25, time: 2.159, data_time: 0.001, memory: 5822, loss_cls: 5.8276, loss: 5.8276, grad_norm: 1.5697 2020-10-23 11:01:18,062 - mmaction - INFO - Epoch [1][160/1712] lr: 1.000e-02, eta: 4 days, 15:07:32, time: 2.319, data_time: 0.004, memory: 5822, loss_cls: 5.7874, loss: 5.7874, grad_norm: 1.5527 2020-10-23 11:02:03,547 - mmaction - INFO - Epoch [1][180/1712] lr: 1.000e-02, eta: 4 days, 14:46:15, time: 2.274, data_time: 0.007, memory: 5822, loss_cls: 5.6895, loss: 5.6895, grad_norm: 1.6821 2020-10-23 11:02:55,441 - mmaction - INFO - Epoch [1][200/1712] lr: 1.000e-02, eta: 4 days, 16:00:39, time: 2.596, data_time: 0.001, memory: 5822, loss_cls: 5.7761, loss: 5.7761, grad_norm: 1.6550 2020-10-23 11:03:44,110 - mmaction - INFO - Epoch [1][220/1712] lr: 1.000e-02, eta: 4 days, 16:19:14, time: 2.433, data_time: 0.001, memory: 5822, loss_cls: 5.5871, loss: 5.5871, grad_norm: 1.6190 2020-10-23 11:04:32,997 - mmaction - INFO - Epoch [1][240/1712] lr: 1.000e-02, eta: 4 days, 16:37:26, time: 2.445, data_time: 0.002, memory: 5822, loss_cls: 5.5369, loss: 5.5369, grad_norm: 1.6865 2020-10-23 11:05:21,061 - mmaction - INFO - Epoch [1][260/1712] lr: 1.000e-02, eta: 4 days, 16:43:28, time: 2.403, data_time: 0.001, memory: 5822, loss_cls: 5.4910, loss: 5.4910, grad_norm: 1.6986 2020-10-23 11:06:08,182 - mmaction - INFO - Epoch [1][280/1712] lr: 1.000e-02, eta: 4 days, 16:39:05, time: 2.356, data_time: 0.001, memory: 5822, loss_cls: 5.4968, loss: 5.4968, grad_norm: 1.7288 2020-10-23 11:06:59,104 - mmaction - INFO - Epoch [1][300/1712] lr: 1.000e-02, eta: 4 days, 17:10:56, time: 2.545, data_time: 0.001, memory: 5822, loss_cls: 5.3039, loss: 5.3039, grad_norm: 1.7512 2020-10-23 11:07:47,407 - mmaction - INFO - Epoch [1][320/1712] lr: 1.000e-02, eta: 4 days, 17:15:52, time: 2.416, data_time: 0.002, memory: 5822, loss_cls: 5.3612, loss: 5.3612, grad_norm: 1.7987 2020-10-23 11:08:35,387 - mmaction - INFO - Epoch [1][340/1712] lr: 1.000e-02, eta: 4 days, 17:17:17, time: 2.399, data_time: 0.001, memory: 5822, loss_cls: 5.2983, loss: 5.2983, grad_norm: 1.9076 2020-10-23 11:09:22,248 - mmaction - INFO - Epoch [1][360/1712] lr: 1.000e-02, eta: 4 days, 17:09:19, time: 2.342, data_time: 0.004, memory: 5822, loss_cls: 5.2499, loss: 5.2499, grad_norm: 1.8077 2020-10-23 11:10:05,836 - mmaction - INFO - Epoch [1][380/1712] lr: 1.000e-02, eta: 4 days, 16:37:53, time: 2.180, data_time: 0.003, memory: 5822, loss_cls: 5.2274, loss: 5.2274, grad_norm: 1.8212 2020-10-23 11:10:51,433 - mmaction - INFO - Epoch [1][400/1712] lr: 1.000e-02, eta: 4 days, 16:23:33, time: 2.279, data_time: 0.002, memory: 5822, loss_cls: 5.1131, loss: 5.1131, grad_norm: 1.8748 2020-10-23 11:11:34,985 - mmaction - INFO - Epoch [1][420/1712] lr: 1.000e-02, eta: 4 days, 15:56:58, time: 2.179, data_time: 0.004, memory: 5822, loss_cls: 5.1613, loss: 5.1613, grad_norm: 1.9486 2020-10-23 11:12:20,476 - mmaction - INFO - Epoch [1][440/1712] lr: 1.000e-02, eta: 4 days, 15:45:13, time: 2.275, data_time: 0.003, memory: 5822, loss_cls: 5.0966, loss: 5.0966, grad_norm: 1.9039 2020-10-23 11:13:07,775 - mmaction - INFO - Epoch [1][460/1712] lr: 1.000e-02, eta: 4 days, 15:45:35, time: 2.365, data_time: 0.004, memory: 5822, loss_cls: 5.0627, loss: 5.0627, grad_norm: 1.9292 2020-10-23 11:13:49,815 - mmaction - INFO - Epoch [1][480/1712] lr: 1.000e-02, eta: 4 days, 15:14:38, time: 2.102, data_time: 0.002, memory: 5822, loss_cls: 4.9951, loss: 4.9951, grad_norm: 1.9513 2020-10-23 11:14:31,777 - mmaction - INFO - Epoch [1][500/1712] lr: 1.000e-02, eta: 4 days, 14:45:39, time: 2.098, data_time: 0.002, memory: 5822, loss_cls: 5.0246, loss: 5.0246, grad_norm: 1.9741 2020-10-23 11:15:16,575 - mmaction - INFO - Epoch [1][520/1712] lr: 1.000e-02, eta: 4 days, 14:34:18, time: 2.239, data_time: 0.021, memory: 5822, loss_cls: 4.9213, loss: 4.9213, grad_norm: 2.0294 2020-10-23 11:15:57,557 - mmaction - INFO - Epoch [1][540/1712] lr: 1.000e-02, eta: 4 days, 14:03:47, time: 2.050, data_time: 0.492, memory: 5822, loss_cls: 4.9353, loss: 4.9353, grad_norm: 2.0181 2020-10-23 11:16:41,003 - mmaction - INFO - Epoch [1][560/1712] lr: 1.000e-02, eta: 4 days, 13:47:39, time: 2.170, data_time: 0.772, memory: 5822, loss_cls: 4.9092, loss: 4.9092, grad_norm: 2.0086 2020-10-23 11:17:23,992 - mmaction - INFO - Epoch [1][580/1712] lr: 1.000e-02, eta: 4 days, 13:30:41, time: 2.151, data_time: 0.738, memory: 5822, loss_cls: 4.8442, loss: 4.8442, grad_norm: 1.9948 2020-10-23 11:18:04,489 - mmaction - INFO - Epoch [1][600/1712] lr: 1.000e-02, eta: 4 days, 13:02:42, time: 2.023, data_time: 0.257, memory: 5822, loss_cls: 4.8103, loss: 4.8103, grad_norm: 2.0100 2020-10-23 11:18:46,057 - mmaction - INFO - Epoch [1][620/1712] lr: 1.000e-02, eta: 4 days, 12:41:28, time: 2.078, data_time: 0.332, memory: 5822, loss_cls: 4.8146, loss: 4.8146, grad_norm: 2.0147 2020-10-23 11:19:26,975 - mmaction - INFO - Epoch [1][640/1712] lr: 1.000e-02, eta: 4 days, 12:18:41, time: 2.046, data_time: 0.004, memory: 5822, loss_cls: 4.7507, loss: 4.7507, grad_norm: 1.9850 2020-10-23 11:20:06,287 - mmaction - INFO - Epoch [1][660/1712] lr: 1.000e-02, eta: 4 days, 11:50:27, time: 1.967, data_time: 0.004, memory: 5822, loss_cls: 4.7326, loss: 4.7326, grad_norm: 2.0692 2020-10-23 11:20:45,858 - mmaction - INFO - Epoch [1][680/1712] lr: 1.000e-02, eta: 4 days, 11:24:40, time: 1.977, data_time: 0.001, memory: 5822, loss_cls: 4.7173, loss: 4.7173, grad_norm: 2.0251 2020-10-23 11:21:24,642 - mmaction - INFO - Epoch [1][700/1712] lr: 1.000e-02, eta: 4 days, 10:57:18, time: 1.940, data_time: 0.004, memory: 5822, loss_cls: 4.7436, loss: 4.7436, grad_norm: 2.1087 2020-10-23 11:22:05,525 - mmaction - INFO - Epoch [1][720/1712] lr: 1.000e-02, eta: 4 days, 10:39:42, time: 2.045, data_time: 0.001, memory: 5822, loss_cls: 4.6546, loss: 4.6546, grad_norm: 2.0850 2020-10-23 11:22:46,796 - mmaction - INFO - Epoch [1][740/1712] lr: 1.000e-02, eta: 4 days, 10:24:23, time: 2.063, data_time: 0.012, memory: 5822, loss_cls: 4.6920, loss: 4.6920, grad_norm: 2.1675 2020-10-23 11:23:25,382 - mmaction - INFO - Epoch [1][760/1712] lr: 1.000e-02, eta: 4 days, 9:59:51, time: 1.929, data_time: 0.387, memory: 5822, loss_cls: 4.6664, loss: 4.6664, grad_norm: 2.1287 2020-10-23 11:24:04,207 - mmaction - INFO - Epoch [1][780/1712] lr: 1.000e-02, eta: 4 days, 9:37:30, time: 1.942, data_time: 0.095, memory: 5822, loss_cls: 4.5421, loss: 4.5421, grad_norm: 2.1390 2020-10-23 11:24:40,479 - mmaction - INFO - Epoch [1][800/1712] lr: 1.000e-02, eta: 4 days, 9:07:04, time: 1.813, data_time: 0.001, memory: 5822, loss_cls: 4.6440, loss: 4.6440, grad_norm: 2.1138 2020-10-23 11:25:19,454 - mmaction - INFO - Epoch [1][820/1712] lr: 1.000e-02, eta: 4 days, 8:47:32, time: 1.950, data_time: 0.002, memory: 5822, loss_cls: 4.5534, loss: 4.5534, grad_norm: 2.1137 2020-10-23 11:25:58,529 - mmaction - INFO - Epoch [1][840/1712] lr: 1.000e-02, eta: 4 days, 8:29:11, time: 1.954, data_time: 0.000, memory: 5822, loss_cls: 4.5423, loss: 4.5423, grad_norm: 2.0945 2020-10-23 11:26:38,007 - mmaction - INFO - Epoch [1][860/1712] lr: 1.000e-02, eta: 4 days, 8:13:00, time: 1.974, data_time: 0.001, memory: 5822, loss_cls: 4.5122, loss: 4.5122, grad_norm: 2.1216 2020-10-23 11:27:16,023 - mmaction - INFO - Epoch [1][880/1712] lr: 1.000e-02, eta: 4 days, 7:52:48, time: 1.901, data_time: 0.001, memory: 5822, loss_cls: 4.4998, loss: 4.4998, grad_norm: 2.1657 2020-10-23 11:27:57,353 - mmaction - INFO - Epoch [1][900/1712] lr: 1.000e-02, eta: 4 days, 7:43:49, time: 2.065, data_time: 0.001, memory: 5822, loss_cls: 4.5526, loss: 4.5526, grad_norm: 2.1393 2020-10-23 11:28:37,992 - mmaction - INFO - Epoch [1][920/1712] lr: 1.000e-02, eta: 4 days, 7:33:16, time: 2.034, data_time: 0.002, memory: 5822, loss_cls: 4.5523, loss: 4.5523, grad_norm: 2.1349 2020-10-23 11:29:16,661 - mmaction - INFO - Epoch [1][940/1712] lr: 1.000e-02, eta: 4 days, 7:17:05, time: 1.933, data_time: 0.003, memory: 5822, loss_cls: 4.5300, loss: 4.5300, grad_norm: 2.2108 2020-10-23 11:29:57,246 - mmaction - INFO - Epoch [1][960/1712] lr: 1.000e-02, eta: 4 days, 7:06:58, time: 2.025, data_time: 0.002, memory: 5822, loss_cls: 4.4638, loss: 4.4638, grad_norm: 2.1950 2020-10-23 11:30:36,375 - mmaction - INFO - Epoch [1][980/1712] lr: 1.000e-02, eta: 4 days, 6:53:31, time: 1.961, data_time: 0.006, memory: 5822, loss_cls: 4.4392, loss: 4.4392, grad_norm: 2.1664 2020-10-23 11:31:15,175 - mmaction - INFO - Epoch [1][1000/1712] lr: 1.000e-02, eta: 4 days, 6:39:23, time: 1.940, data_time: 0.003, memory: 5822, loss_cls: 4.3711, loss: 4.3711, grad_norm: 2.1636 2020-10-23 11:31:53,541 - mmaction - INFO - Epoch [1][1020/1712] lr: 1.000e-02, eta: 4 days, 6:24:35, time: 1.918, data_time: 0.001, memory: 5822, loss_cls: 4.4026, loss: 4.4026, grad_norm: 2.1557 2020-10-23 11:32:34,284 - mmaction - INFO - Epoch [1][1040/1712] lr: 1.000e-02, eta: 4 days, 6:16:27, time: 2.031, data_time: 0.002, memory: 5822, loss_cls: 4.4282, loss: 4.4282, grad_norm: 2.1854 2020-10-23 11:33:09,922 - mmaction - INFO - Epoch [1][1060/1712] lr: 1.000e-02, eta: 4 days, 5:55:40, time: 1.789, data_time: 0.014, memory: 5822, loss_cls: 4.3800, loss: 4.3800, grad_norm: 2.1674 2020-10-23 11:33:52,433 - mmaction - INFO - Epoch [1][1080/1712] lr: 1.000e-02, eta: 4 days, 5:53:16, time: 2.125, data_time: 0.001, memory: 5822, loss_cls: 4.4085, loss: 4.4085, grad_norm: 2.2462 2020-10-23 11:34:30,521 - mmaction - INFO - Epoch [1][1100/1712] lr: 1.000e-02, eta: 4 days, 5:39:35, time: 1.904, data_time: 0.002, memory: 5822, loss_cls: 4.3936, loss: 4.3936, grad_norm: 2.2489 2020-10-23 11:35:09,764 - mmaction - INFO - Epoch [1][1120/1712] lr: 1.000e-02, eta: 4 days, 5:29:16, time: 1.962, data_time: 0.001, memory: 5822, loss_cls: 4.3894, loss: 4.3894, grad_norm: 2.2263 2020-10-23 11:35:48,883 - mmaction - INFO - Epoch [1][1140/1712] lr: 1.000e-02, eta: 4 days, 5:19:02, time: 1.957, data_time: 0.002, memory: 5822, loss_cls: 4.4398, loss: 4.4398, grad_norm: 2.2058 2020-10-23 11:36:24,756 - mmaction - INFO - Epoch [1][1160/1712] lr: 1.000e-02, eta: 4 days, 5:01:09, time: 1.793, data_time: 0.001, memory: 5822, loss_cls: 4.4074, loss: 4.4074, grad_norm: 2.2358 2020-10-23 11:37:02,686 - mmaction - INFO - Epoch [1][1180/1712] lr: 1.000e-02, eta: 4 days, 4:48:46, time: 1.896, data_time: 0.001, memory: 5822, loss_cls: 4.3110, loss: 4.3110, grad_norm: 2.2408 2020-10-23 11:37:41,554 - mmaction - INFO - Epoch [1][1200/1712] lr: 1.000e-02, eta: 4 days, 4:39:05, time: 1.945, data_time: 0.003, memory: 5822, loss_cls: 4.3228, loss: 4.3228, grad_norm: 2.2051 2020-10-23 11:38:16,554 - mmaction - INFO - Epoch [1][1220/1712] lr: 1.000e-02, eta: 4 days, 4:20:38, time: 1.750, data_time: 0.001, memory: 5822, loss_cls: 4.4071, loss: 4.4071, grad_norm: 2.2726 2020-10-23 11:38:55,800 - mmaction - INFO - Epoch [1][1240/1712] lr: 1.000e-02, eta: 4 days, 4:12:22, time: 1.960, data_time: 0.001, memory: 5822, loss_cls: 4.3190, loss: 4.3190, grad_norm: 2.2588 2020-10-23 11:39:31,793 - mmaction - INFO - Epoch [1][1260/1712] lr: 1.000e-02, eta: 4 days, 3:57:14, time: 1.802, data_time: 0.005, memory: 5822, loss_cls: 4.3309, loss: 4.3309, grad_norm: 2.2358 2020-10-23 11:40:07,934 - mmaction - INFO - Epoch [1][1280/1712] lr: 1.000e-02, eta: 4 days, 3:42:49, time: 1.808, data_time: 0.143, memory: 5822, loss_cls: 4.3593, loss: 4.3593, grad_norm: 2.2273 2020-10-23 11:40:44,537 - mmaction - INFO - Epoch [1][1300/1712] lr: 1.000e-02, eta: 4 days, 3:29:49, time: 1.830, data_time: 0.013, memory: 5822, loss_cls: 4.3451, loss: 4.3451, grad_norm: 2.2661 2020-10-23 11:41:21,824 - mmaction - INFO - Epoch [1][1320/1712] lr: 1.000e-02, eta: 4 days, 3:18:31, time: 1.861, data_time: 0.001, memory: 5822, loss_cls: 4.3167, loss: 4.3167, grad_norm: 2.2360 2020-10-23 11:42:00,252 - mmaction - INFO - Epoch [1][1340/1712] lr: 1.000e-02, eta: 4 days, 3:10:11, time: 1.924, data_time: 0.004, memory: 5822, loss_cls: 4.2113, loss: 4.2113, grad_norm: 2.2068 2020-10-23 11:42:37,194 - mmaction - INFO - Epoch [1][1360/1712] lr: 1.000e-02, eta: 4 days, 2:58:54, time: 1.847, data_time: 0.008, memory: 5822, loss_cls: 4.3477, loss: 4.3477, grad_norm: 2.2832 2020-10-23 11:43:13,391 - mmaction - INFO - Epoch [1][1380/1712] lr: 1.000e-02, eta: 4 days, 2:46:23, time: 1.810, data_time: 0.002, memory: 5822, loss_cls: 4.2159, loss: 4.2159, grad_norm: 2.2519 2020-10-23 11:43:47,459 - mmaction - INFO - Epoch [1][1400/1712] lr: 1.000e-02, eta: 4 days, 2:29:54, time: 1.703, data_time: 0.068, memory: 5822, loss_cls: 4.2471, loss: 4.2471, grad_norm: 2.2696 2020-10-23 11:44:22,371 - mmaction - INFO - Epoch [1][1420/1712] lr: 1.000e-02, eta: 4 days, 2:15:32, time: 1.746, data_time: 0.533, memory: 5822, loss_cls: 4.2484, loss: 4.2484, grad_norm: 2.2499 2020-10-23 11:44:56,425 - mmaction - INFO - Epoch [1][1440/1712] lr: 1.000e-02, eta: 4 days, 1:59:54, time: 1.703, data_time: 0.343, memory: 5822, loss_cls: 4.2550, loss: 4.2550, grad_norm: 2.2980 2020-10-23 11:45:31,302 - mmaction - INFO - Epoch [1][1460/1712] lr: 1.000e-02, eta: 4 days, 1:46:12, time: 1.743, data_time: 0.062, memory: 5822, loss_cls: 4.2419, loss: 4.2419, grad_norm: 2.2510 2020-10-23 11:46:07,236 - mmaction - INFO - Epoch [1][1480/1712] lr: 1.000e-02, eta: 4 days, 1:34:58, time: 1.798, data_time: 1.021, memory: 5822, loss_cls: 4.2591, loss: 4.2591, grad_norm: 2.2590 2020-10-23 11:46:40,546 - mmaction - INFO - Epoch [1][1500/1712] lr: 1.000e-02, eta: 4 days, 1:18:59, time: 1.664, data_time: 1.102, memory: 5822, loss_cls: 4.2714, loss: 4.2714, grad_norm: 2.3085 2020-10-23 11:47:15,648 - mmaction - INFO - Epoch [1][1520/1712] lr: 1.000e-02, eta: 4 days, 1:06:50, time: 1.756, data_time: 0.673, memory: 5822, loss_cls: 4.2068, loss: 4.2068, grad_norm: 2.2165 2020-10-23 11:47:53,172 - mmaction - INFO - Epoch [1][1540/1712] lr: 1.000e-02, eta: 4 days, 0:59:22, time: 1.876, data_time: 0.313, memory: 5822, loss_cls: 4.2114, loss: 4.2114, grad_norm: 2.2761 2020-10-23 11:48:25,681 - mmaction - INFO - Epoch [1][1560/1712] lr: 1.000e-02, eta: 4 days, 0:43:00, time: 1.625, data_time: 0.702, memory: 5822, loss_cls: 4.1949, loss: 4.1949, grad_norm: 2.2799 2020-10-23 11:48:59,001 - mmaction - INFO - Epoch [1][1580/1712] lr: 1.000e-02, eta: 4 days, 0:28:29, time: 1.666, data_time: 0.992, memory: 5822, loss_cls: 4.2709, loss: 4.2709, grad_norm: 2.3190 2020-10-23 11:49:34,200 - mmaction - INFO - Epoch [1][1600/1712] lr: 1.000e-02, eta: 4 days, 0:17:37, time: 1.759, data_time: 0.942, memory: 5822, loss_cls: 4.2606, loss: 4.2606, grad_norm: 2.3451 2020-10-23 11:50:08,259 - mmaction - INFO - Epoch [1][1620/1712] lr: 1.000e-02, eta: 4 days, 0:05:04, time: 1.703, data_time: 0.419, memory: 5822, loss_cls: 4.2072, loss: 4.2072, grad_norm: 2.3300 2020-10-23 11:50:40,304 - mmaction - INFO - Epoch [1][1640/1712] lr: 1.000e-02, eta: 3 days, 23:49:18, time: 1.602, data_time: 0.470, memory: 5822, loss_cls: 4.2270, loss: 4.2270, grad_norm: 2.2892 2020-10-23 11:51:13,861 - mmaction - INFO - Epoch [1][1660/1712] lr: 1.000e-02, eta: 3 days, 23:36:21, time: 1.674, data_time: 0.517, memory: 5822, loss_cls: 4.1895, loss: 4.1895, grad_norm: 2.3094 2020-10-23 11:51:47,715 - mmaction - INFO - Epoch [1][1680/1712] lr: 1.000e-02, eta: 3 days, 23:24:28, time: 1.697, data_time: 0.346, memory: 5822, loss_cls: 4.2118, loss: 4.2118, grad_norm: 2.2786 2020-10-23 11:52:22,825 - mmaction - INFO - Epoch [1][1700/1712] lr: 1.000e-02, eta: 3 days, 23:14:46, time: 1.755, data_time: 0.759, memory: 5822, loss_cls: 4.1478, loss: 4.1478, grad_norm: 2.3205 2020-10-23 11:53:43,080 - mmaction - INFO - Epoch [2][20/1712] lr: 1.000e-02, eta: 3 days, 23:01:31, time: 2.863, data_time: 1.546, memory: 5822, loss_cls: 4.1559, loss: 4.1559, grad_norm: 2.2996 2020-10-23 11:54:15,331 - mmaction - INFO - Epoch [2][40/1712] lr: 1.000e-02, eta: 3 days, 22:47:42, time: 1.611, data_time: 0.451, memory: 5822, loss_cls: 4.0968, loss: 4.0968, grad_norm: 2.2305 2020-10-23 11:54:50,212 - mmaction - INFO - Epoch [2][60/1712] lr: 1.000e-02, eta: 3 days, 22:38:34, time: 1.748, data_time: 0.738, memory: 5822, loss_cls: 4.1569, loss: 4.1569, grad_norm: 2.2758 2020-10-23 11:55:21,780 - mmaction - INFO - Epoch [2][80/1712] lr: 1.000e-02, eta: 3 days, 22:24:17, time: 1.579, data_time: 0.928, memory: 5822, loss_cls: 4.1687, loss: 4.1687, grad_norm: 2.3480 2020-10-23 11:55:54,897 - mmaction - INFO - Epoch [2][100/1712] lr: 1.000e-02, eta: 3 days, 22:12:33, time: 1.651, data_time: 0.501, memory: 5822, loss_cls: 4.1772, loss: 4.1772, grad_norm: 2.3144 2020-10-23 11:56:26,184 - mmaction - INFO - Epoch [2][120/1712] lr: 1.000e-02, eta: 3 days, 21:58:32, time: 1.569, data_time: 0.098, memory: 5822, loss_cls: 4.1439, loss: 4.1439, grad_norm: 2.2974 2020-10-23 11:56:57,734 - mmaction - INFO - Epoch [2][140/1712] lr: 1.000e-02, eta: 3 days, 21:45:04, time: 1.578, data_time: 0.303, memory: 5822, loss_cls: 4.1406, loss: 4.1406, grad_norm: 2.3194 2020-10-23 11:57:30,955 - mmaction - INFO - Epoch [2][160/1712] lr: 1.000e-02, eta: 3 days, 21:34:22, time: 1.660, data_time: 0.235, memory: 5822, loss_cls: 4.1076, loss: 4.1076, grad_norm: 2.2757 2020-10-23 11:58:03,836 - mmaction - INFO - Epoch [2][180/1712] lr: 1.000e-02, eta: 3 days, 21:23:25, time: 1.644, data_time: 0.002, memory: 5822, loss_cls: 4.0771, loss: 4.0771, grad_norm: 2.2796 2020-10-23 11:58:34,326 - mmaction - INFO - Epoch [2][200/1712] lr: 1.000e-02, eta: 3 days, 21:09:08, time: 1.524, data_time: 0.001, memory: 5822, loss_cls: 4.0624, loss: 4.0624, grad_norm: 2.2612 2020-10-23 11:59:05,399 - mmaction - INFO - Epoch [2][220/1712] lr: 1.000e-02, eta: 3 days, 20:55:55, time: 1.551, data_time: 0.003, memory: 5822, loss_cls: 4.0701, loss: 4.0701, grad_norm: 2.2938 2020-10-23 11:59:37,635 - mmaction - INFO - Epoch [2][240/1712] lr: 1.000e-02, eta: 3 days, 20:44:48, time: 1.615, data_time: 0.004, memory: 5822, loss_cls: 4.1081, loss: 4.1081, grad_norm: 2.3277 2020-10-23 12:00:09,599 - mmaction - INFO - Epoch [2][260/1712] lr: 1.000e-02, eta: 3 days, 20:33:26, time: 1.598, data_time: 0.002, memory: 5822, loss_cls: 4.1686, loss: 4.1686, grad_norm: 2.3598 2020-10-23 12:00:43,100 - mmaction - INFO - Epoch [2][280/1712] lr: 1.000e-02, eta: 3 days, 20:24:24, time: 1.673, data_time: 0.002, memory: 5822, loss_cls: 4.1001, loss: 4.1001, grad_norm: 2.3628 2020-10-23 12:01:13,101 - mmaction - INFO - Epoch [2][300/1712] lr: 1.000e-02, eta: 3 days, 20:10:43, time: 1.502, data_time: 0.004, memory: 5822, loss_cls: 3.9936, loss: 3.9936, grad_norm: 2.2628 2020-10-23 12:01:44,910 - mmaction - INFO - Epoch [2][320/1712] lr: 1.000e-02, eta: 3 days, 19:59:48, time: 1.591, data_time: 0.002, memory: 5822, loss_cls: 4.0705, loss: 4.0705, grad_norm: 2.3338 2020-10-23 12:02:16,940 - mmaction - INFO - Epoch [2][340/1712] lr: 1.000e-02, eta: 3 days, 19:49:17, time: 1.599, data_time: 0.000, memory: 5822, loss_cls: 4.0855, loss: 4.0855, grad_norm: 2.3443 2020-10-23 12:02:49,310 - mmaction - INFO - Epoch [2][360/1712] lr: 1.000e-02, eta: 3 days, 19:39:34, time: 1.621, data_time: 0.007, memory: 5822, loss_cls: 4.0886, loss: 4.0886, grad_norm: 2.3081 2020-10-23 12:03:20,903 - mmaction - INFO - Epoch [2][380/1712] lr: 1.000e-02, eta: 3 days, 19:28:44, time: 1.573, data_time: 0.004, memory: 5822, loss_cls: 4.1115, loss: 4.1115, grad_norm: 2.3212 2020-10-23 12:03:51,268 - mmaction - INFO - Epoch [2][400/1712] lr: 1.000e-02, eta: 3 days, 19:16:48, time: 1.525, data_time: 0.011, memory: 5822, loss_cls: 4.0706, loss: 4.0706, grad_norm: 2.3320 2020-10-23 12:04:23,952 - mmaction - INFO - Epoch [2][420/1712] lr: 1.000e-02, eta: 3 days, 19:07:58, time: 1.634, data_time: 0.003, memory: 5822, loss_cls: 4.1256, loss: 4.1256, grad_norm: 2.3386 2020-10-23 12:04:54,114 - mmaction - INFO - Epoch [2][440/1712] lr: 1.000e-02, eta: 3 days, 18:56:01, time: 1.509, data_time: 0.002, memory: 5822, loss_cls: 4.0916, loss: 4.0916, grad_norm: 2.3264 2020-10-23 12:05:25,654 - mmaction - INFO - Epoch [2][460/1712] lr: 1.000e-02, eta: 3 days, 18:46:02, time: 1.576, data_time: 0.000, memory: 5822, loss_cls: 4.0666, loss: 4.0666, grad_norm: 2.3849 2020-10-23 12:05:56,918 - mmaction - INFO - Epoch [2][480/1712] lr: 1.000e-02, eta: 3 days, 18:35:53, time: 1.564, data_time: 0.001, memory: 5822, loss_cls: 4.1004, loss: 4.1004, grad_norm: 2.3627 2020-10-23 12:06:27,709 - mmaction - INFO - Epoch [2][500/1712] lr: 1.000e-02, eta: 3 days, 18:25:16, time: 1.538, data_time: 0.013, memory: 5822, loss_cls: 4.0616, loss: 4.0616, grad_norm: 2.3699 2020-10-23 12:06:58,867 - mmaction - INFO - Epoch [2][520/1712] lr: 1.000e-02, eta: 3 days, 18:15:21, time: 1.559, data_time: 0.030, memory: 5822, loss_cls: 4.0339, loss: 4.0339, grad_norm: 2.3208 2020-10-23 12:07:31,375 - mmaction - INFO - Epoch [2][540/1712] lr: 1.000e-02, eta: 3 days, 18:07:14, time: 1.624, data_time: 0.002, memory: 5822, loss_cls: 4.0834, loss: 4.0834, grad_norm: 2.3306 2020-10-23 12:08:01,998 - mmaction - INFO - Epoch [2][560/1712] lr: 1.000e-02, eta: 3 days, 17:57:00, time: 1.533, data_time: 0.004, memory: 5822, loss_cls: 4.1361, loss: 4.1361, grad_norm: 2.4110 2020-10-23 12:08:32,763 - mmaction - INFO - Epoch [2][580/1712] lr: 1.000e-02, eta: 3 days, 17:47:04, time: 1.538, data_time: 0.001, memory: 5822, loss_cls: 4.1213, loss: 4.1213, grad_norm: 2.3169 2020-10-23 12:09:02,402 - mmaction - INFO - Epoch [2][600/1712] lr: 1.000e-02, eta: 3 days, 17:35:53, time: 1.481, data_time: 0.001, memory: 5822, loss_cls: 4.0664, loss: 4.0664, grad_norm: 2.3026 2020-10-23 12:09:30,760 - mmaction - INFO - Epoch [2][620/1712] lr: 1.000e-02, eta: 3 days, 17:23:21, time: 1.417, data_time: 0.002, memory: 5822, loss_cls: 4.0087, loss: 4.0087, grad_norm: 2.3133 2020-10-23 12:10:01,983 - mmaction - INFO - Epoch [2][640/1712] lr: 1.000e-02, eta: 3 days, 17:14:27, time: 1.560, data_time: 0.004, memory: 5822, loss_cls: 4.0526, loss: 4.0526, grad_norm: 2.3258 2020-10-23 12:10:33,739 - mmaction - INFO - Epoch [2][660/1712] lr: 1.000e-02, eta: 3 days, 17:06:25, time: 1.591, data_time: 0.004, memory: 5822, loss_cls: 4.0781, loss: 4.0781, grad_norm: 2.3592 2020-10-23 12:11:02,225 - mmaction - INFO - Epoch [2][680/1712] lr: 1.000e-02, eta: 3 days, 16:54:35, time: 1.424, data_time: 0.002, memory: 5822, loss_cls: 4.0347, loss: 4.0347, grad_norm: 2.3733 2020-10-23 12:11:31,874 - mmaction - INFO - Epoch [2][700/1712] lr: 1.000e-02, eta: 3 days, 16:44:18, time: 1.483, data_time: 0.002, memory: 5822, loss_cls: 3.9979, loss: 3.9979, grad_norm: 2.3344 2020-10-23 12:12:01,809 - mmaction - INFO - Epoch [2][720/1712] lr: 1.000e-02, eta: 3 days, 16:34:31, time: 1.497, data_time: 0.001, memory: 5822, loss_cls: 4.0113, loss: 4.0113, grad_norm: 2.3793 2020-10-23 12:12:33,022 - mmaction - INFO - Epoch [2][740/1712] lr: 1.000e-02, eta: 3 days, 16:26:21, time: 1.561, data_time: 0.001, memory: 5822, loss_cls: 3.9523, loss: 3.9523, grad_norm: 2.3134 2020-10-23 12:13:03,794 - mmaction - INFO - Epoch [2][760/1712] lr: 1.000e-02, eta: 3 days, 16:17:47, time: 1.538, data_time: 0.001, memory: 5822, loss_cls: 4.0340, loss: 4.0340, grad_norm: 2.3706 2020-10-23 12:13:33,279 - mmaction - INFO - Epoch [2][780/1712] lr: 1.000e-02, eta: 3 days, 16:07:54, time: 1.474, data_time: 0.002, memory: 5822, loss_cls: 4.0202, loss: 4.0202, grad_norm: 2.3850 2020-10-23 12:14:04,036 - mmaction - INFO - Epoch [2][800/1712] lr: 1.000e-02, eta: 3 days, 15:59:34, time: 1.536, data_time: 0.003, memory: 5822, loss_cls: 4.0334, loss: 4.0334, grad_norm: 2.4051 2020-10-23 12:14:33,822 - mmaction - INFO - Epoch [2][820/1712] lr: 1.000e-02, eta: 3 days, 15:50:22, time: 1.492, data_time: 0.006, memory: 5822, loss_cls: 3.9645, loss: 3.9645, grad_norm: 2.3870 2020-10-23 12:15:03,315 - mmaction - INFO - Epoch [2][840/1712] lr: 1.000e-02, eta: 3 days, 15:40:53, time: 1.472, data_time: 0.002, memory: 5822, loss_cls: 4.0219, loss: 4.0219, grad_norm: 2.3718 2020-10-23 12:15:32,221 - mmaction - INFO - Epoch [2][860/1712] lr: 1.000e-02, eta: 3 days, 15:30:59, time: 1.447, data_time: 0.003, memory: 5822, loss_cls: 3.9796, loss: 3.9796, grad_norm: 2.4202 2020-10-23 12:16:01,760 - mmaction - INFO - Epoch [2][880/1712] lr: 1.000e-02, eta: 3 days, 15:21:50, time: 1.475, data_time: 0.003, memory: 5822, loss_cls: 3.9410, loss: 3.9410, grad_norm: 2.3985 2020-10-23 12:16:31,701 - mmaction - INFO - Epoch [2][900/1712] lr: 1.000e-02, eta: 3 days, 15:13:13, time: 1.494, data_time: 0.003, memory: 5822, loss_cls: 4.0126, loss: 4.0126, grad_norm: 2.3900 2020-10-23 12:17:00,686 - mmaction - INFO - Epoch [2][920/1712] lr: 1.000e-02, eta: 3 days, 15:03:52, time: 1.453, data_time: 0.006, memory: 5822, loss_cls: 3.9974, loss: 3.9974, grad_norm: 2.3923 2020-10-23 12:17:28,758 - mmaction - INFO - Epoch [2][940/1712] lr: 1.000e-02, eta: 3 days, 14:53:36, time: 1.405, data_time: 0.002, memory: 5822, loss_cls: 3.9647, loss: 3.9647, grad_norm: 2.4066 2020-10-23 12:17:57,317 - mmaction - INFO - Epoch [2][960/1712] lr: 1.000e-02, eta: 3 days, 14:43:57, time: 1.426, data_time: 0.001, memory: 5822, loss_cls: 3.9535, loss: 3.9535, grad_norm: 2.4060 2020-10-23 12:18:26,302 - mmaction - INFO - Epoch [2][980/1712] lr: 1.000e-02, eta: 3 days, 14:34:52, time: 1.447, data_time: 0.003, memory: 5822, loss_cls: 3.9551, loss: 3.9551, grad_norm: 2.3824 2020-10-23 12:18:55,339 - mmaction - INFO - Epoch [2][1000/1712] lr: 1.000e-02, eta: 3 days, 14:26:06, time: 1.456, data_time: 0.006, memory: 5822, loss_cls: 3.9917, loss: 3.9917, grad_norm: 2.3660 2020-10-23 12:19:25,083 - mmaction - INFO - Epoch [2][1020/1712] lr: 1.000e-02, eta: 3 days, 14:18:04, time: 1.486, data_time: 0.006, memory: 5822, loss_cls: 3.9557, loss: 3.9557, grad_norm: 2.3998 2020-10-23 12:19:56,182 - mmaction - INFO - Epoch [2][1040/1712] lr: 1.000e-02, eta: 3 days, 14:11:31, time: 1.554, data_time: 0.002, memory: 5822, loss_cls: 3.9414, loss: 3.9414, grad_norm: 2.3803 2020-10-23 12:20:26,772 - mmaction - INFO - Epoch [2][1060/1712] lr: 1.000e-02, eta: 3 days, 14:04:36, time: 1.531, data_time: 0.004, memory: 5822, loss_cls: 4.0575, loss: 4.0575, grad_norm: 2.3924 2020-10-23 12:20:57,144 - mmaction - INFO - Epoch [2][1080/1712] lr: 1.000e-02, eta: 3 days, 13:57:32, time: 1.518, data_time: 0.004, memory: 5822, loss_cls: 3.9862, loss: 3.9862, grad_norm: 2.4230 2020-10-23 12:21:24,571 - mmaction - INFO - Epoch [2][1100/1712] lr: 1.000e-02, eta: 3 days, 13:47:38, time: 1.372, data_time: 0.003, memory: 5822, loss_cls: 4.0124, loss: 4.0124, grad_norm: 2.3762 2020-10-23 12:21:54,418 - mmaction - INFO - Epoch [2][1120/1712] lr: 1.000e-02, eta: 3 days, 13:40:15, time: 1.493, data_time: 0.001, memory: 5822, loss_cls: 3.9952, loss: 3.9952, grad_norm: 2.3676 2020-10-23 12:22:23,592 - mmaction - INFO - Epoch [2][1140/1712] lr: 1.000e-02, eta: 3 days, 13:32:14, time: 1.455, data_time: 0.003, memory: 5822, loss_cls: 3.9805, loss: 3.9805, grad_norm: 2.4069 2020-10-23 12:22:52,394 - mmaction - INFO - Epoch [2][1160/1712] lr: 1.000e-02, eta: 3 days, 13:24:06, time: 1.444, data_time: 0.004, memory: 5822, loss_cls: 3.9253, loss: 3.9253, grad_norm: 2.3951 2020-10-23 12:23:20,743 - mmaction - INFO - Epoch [2][1180/1712] lr: 1.000e-02, eta: 3 days, 13:15:30, time: 1.415, data_time: 0.003, memory: 5822, loss_cls: 3.9587, loss: 3.9587, grad_norm: 2.3704 2020-10-23 12:23:50,928 - mmaction - INFO - Epoch [2][1200/1712] lr: 1.000e-02, eta: 3 days, 13:08:51, time: 1.510, data_time: 0.006, memory: 5822, loss_cls: 3.9533, loss: 3.9533, grad_norm: 2.4037 2020-10-23 12:24:19,654 - mmaction - INFO - Epoch [2][1220/1712] lr: 1.000e-02, eta: 3 days, 13:00:53, time: 1.437, data_time: 0.002, memory: 5822, loss_cls: 3.9273, loss: 3.9273, grad_norm: 2.4265 2020-10-23 12:24:48,171 - mmaction - INFO - Epoch [2][1240/1712] lr: 1.000e-02, eta: 3 days, 12:52:49, time: 1.426, data_time: 0.006, memory: 5822, loss_cls: 3.9318, loss: 3.9318, grad_norm: 2.3991 2020-10-23 12:25:17,225 - mmaction - INFO - Epoch [2][1260/1712] lr: 1.000e-02, eta: 3 days, 12:45:18, time: 1.450, data_time: 0.004, memory: 5822, loss_cls: 3.9191, loss: 3.9191, grad_norm: 2.3444 2020-10-23 12:25:46,622 - mmaction - INFO - Epoch [2][1280/1712] lr: 1.000e-02, eta: 3 days, 12:38:19, time: 1.473, data_time: 0.012, memory: 5822, loss_cls: 3.9636, loss: 3.9636, grad_norm: 2.3946 2020-10-23 12:26:17,051 - mmaction - INFO - Epoch [2][1300/1712] lr: 1.000e-02, eta: 3 days, 12:32:19, time: 1.522, data_time: 0.002, memory: 5822, loss_cls: 3.9411, loss: 3.9411, grad_norm: 2.3750 2020-10-23 12:26:45,828 - mmaction - INFO - Epoch [2][1320/1712] lr: 1.000e-02, eta: 3 days, 12:24:51, time: 1.438, data_time: 0.001, memory: 5822, loss_cls: 3.9595, loss: 3.9595, grad_norm: 2.4235 2020-10-23 12:27:14,089 - mmaction - INFO - Epoch [2][1340/1712] lr: 1.000e-02, eta: 3 days, 12:17:01, time: 1.414, data_time: 0.005, memory: 5822, loss_cls: 3.9110, loss: 3.9110, grad_norm: 2.4251 2020-10-23 12:27:42,896 - mmaction - INFO - Epoch [2][1360/1712] lr: 1.000e-02, eta: 3 days, 12:09:37, time: 1.431, data_time: 0.001, memory: 5822, loss_cls: 3.8659, loss: 3.8659, grad_norm: 2.3652 2020-10-23 12:28:11,589 - mmaction - INFO - Epoch [2][1380/1712] lr: 1.000e-02, eta: 3 days, 12:02:31, time: 1.444, data_time: 0.014, memory: 5822, loss_cls: 3.8653, loss: 3.8653, grad_norm: 2.4085 2020-10-23 12:28:39,601 - mmaction - INFO - Epoch [2][1400/1712] lr: 1.000e-02, eta: 3 days, 11:54:41, time: 1.398, data_time: 0.006, memory: 5822, loss_cls: 3.9401, loss: 3.9401, grad_norm: 2.4208 2020-10-23 12:29:08,956 - mmaction - INFO - Epoch [2][1420/1712] lr: 1.000e-02, eta: 3 days, 11:48:13, time: 1.469, data_time: 0.004, memory: 5822, loss_cls: 3.9606, loss: 3.9606, grad_norm: 2.4166 2020-10-23 12:29:38,248 - mmaction - INFO - Epoch [2][1440/1712] lr: 1.000e-02, eta: 3 days, 11:41:46, time: 1.466, data_time: 0.010, memory: 5822, loss_cls: 3.9184, loss: 3.9184, grad_norm: 2.3752 2020-10-23 12:30:07,967 - mmaction - INFO - Epoch [2][1460/1712] lr: 1.000e-02, eta: 3 days, 11:35:43, time: 1.485, data_time: 0.003, memory: 5822, loss_cls: 3.8991, loss: 3.8991, grad_norm: 2.4118 2020-10-23 12:30:39,206 - mmaction - INFO - Epoch [2][1480/1712] lr: 1.000e-02, eta: 3 days, 11:31:05, time: 1.561, data_time: 0.006, memory: 5822, loss_cls: 3.8782, loss: 3.8782, grad_norm: 2.4655 2020-10-23 12:31:07,859 - mmaction - INFO - Epoch [2][1500/1712] lr: 1.000e-02, eta: 3 days, 11:24:16, time: 1.433, data_time: 0.004, memory: 5822, loss_cls: 3.8910, loss: 3.8910, grad_norm: 2.4474 2020-10-23 12:31:36,733 - mmaction - INFO - Epoch [2][1520/1712] lr: 1.000e-02, eta: 3 days, 11:17:45, time: 1.445, data_time: 0.004, memory: 5822, loss_cls: 4.0059, loss: 4.0059, grad_norm: 2.4941 2020-10-23 12:32:03,569 - mmaction - INFO - Epoch [2][1540/1712] lr: 1.000e-02, eta: 3 days, 11:09:32, time: 1.342, data_time: 0.004, memory: 5822, loss_cls: 3.9753, loss: 3.9753, grad_norm: 2.4923 2020-10-23 12:32:33,094 - mmaction - INFO - Epoch [2][1560/1712] lr: 1.000e-02, eta: 3 days, 11:03:41, time: 1.476, data_time: 0.005, memory: 5822, loss_cls: 3.9437, loss: 3.9437, grad_norm: 2.4099 2020-10-23 12:33:01,614 - mmaction - INFO - Epoch [2][1580/1712] lr: 1.000e-02, eta: 3 days, 10:56:58, time: 1.420, data_time: 0.002, memory: 5822, loss_cls: 3.8833, loss: 3.8833, grad_norm: 2.4390 2020-10-23 12:33:30,544 - mmaction - INFO - Epoch [2][1600/1712] lr: 1.000e-02, eta: 3 days, 10:50:48, time: 1.449, data_time: 0.009, memory: 5822, loss_cls: 3.8508, loss: 3.8508, grad_norm: 2.4191 2020-10-23 12:33:59,279 - mmaction - INFO - Epoch [2][1620/1712] lr: 1.000e-02, eta: 3 days, 10:44:34, time: 1.441, data_time: 0.005, memory: 5822, loss_cls: 3.8973, loss: 3.8973, grad_norm: 2.4495 2020-10-23 12:34:27,091 - mmaction - INFO - Epoch [2][1640/1712] lr: 1.000e-02, eta: 3 days, 10:37:35, time: 1.391, data_time: 0.001, memory: 5822, loss_cls: 3.8996, loss: 3.8996, grad_norm: 2.3951 2020-10-23 12:34:55,729 - mmaction - INFO - Epoch [2][1660/1712] lr: 1.000e-02, eta: 3 days, 10:31:21, time: 1.432, data_time: 0.002, memory: 5822, loss_cls: 3.9607, loss: 3.9607, grad_norm: 2.4420 2020-10-23 12:35:23,147 - mmaction - INFO - Epoch [2][1680/1712] lr: 1.000e-02, eta: 3 days, 10:24:09, time: 1.370, data_time: 0.000, memory: 5822, loss_cls: 3.9081, loss: 3.9081, grad_norm: 2.3989 2020-10-23 12:35:53,229 - mmaction - INFO - Epoch [2][1700/1712] lr: 1.000e-02, eta: 3 days, 10:19:15, time: 1.504, data_time: 0.001, memory: 5822, loss_cls: 3.8931, loss: 3.8931, grad_norm: 2.4498 2020-10-23 12:37:14,590 - mmaction - INFO - Epoch [3][20/1712] lr: 1.000e-02, eta: 3 days, 10:17:00, time: 2.745, data_time: 2.208, memory: 5822, loss_cls: 3.8590, loss: 3.8590, grad_norm: 2.4159 2020-10-23 12:37:45,600 - mmaction - INFO - Epoch [3][40/1712] lr: 1.000e-02, eta: 3 days, 10:12:56, time: 1.550, data_time: 0.527, memory: 5822, loss_cls: 3.9253, loss: 3.9253, grad_norm: 2.4641 2020-10-23 12:38:12,716 - mmaction - INFO - Epoch [3][60/1712] lr: 1.000e-02, eta: 3 days, 10:05:47, time: 1.356, data_time: 0.557, memory: 5822, loss_cls: 3.8793, loss: 3.8793, grad_norm: 2.4733 2020-10-23 12:38:41,471 - mmaction - INFO - Epoch [3][80/1712] lr: 1.000e-02, eta: 3 days, 10:00:01, time: 1.438, data_time: 0.485, memory: 5822, loss_cls: 3.8528, loss: 3.8528, grad_norm: 2.4022 2020-10-23 12:39:09,203 - mmaction - INFO - Epoch [3][100/1712] lr: 1.000e-02, eta: 3 days, 9:53:29, time: 1.385, data_time: 0.814, memory: 5822, loss_cls: 3.8748, loss: 3.8748, grad_norm: 2.4002 2020-10-23 12:39:37,410 - mmaction - INFO - Epoch [3][120/1712] lr: 1.000e-02, eta: 3 days, 9:47:26, time: 1.412, data_time: 0.831, memory: 5822, loss_cls: 3.8941, loss: 3.8941, grad_norm: 2.4577 2020-10-23 12:40:05,594 - mmaction - INFO - Epoch [3][140/1712] lr: 1.000e-02, eta: 3 days, 9:41:24, time: 1.409, data_time: 0.750, memory: 5822, loss_cls: 3.8541, loss: 3.8541, grad_norm: 2.5171 2020-10-23 12:40:33,689 - mmaction - INFO - Epoch [3][160/1712] lr: 1.000e-02, eta: 3 days, 9:35:22, time: 1.405, data_time: 0.747, memory: 5822, loss_cls: 3.8681, loss: 3.8681, grad_norm: 2.4265 2020-10-23 12:41:01,992 - mmaction - INFO - Epoch [3][180/1712] lr: 1.000e-02, eta: 3 days, 9:29:32, time: 1.414, data_time: 0.838, memory: 5822, loss_cls: 3.8239, loss: 3.8239, grad_norm: 2.4228 2020-10-23 12:41:30,098 - mmaction - INFO - Epoch [3][200/1712] lr: 1.000e-02, eta: 3 days, 9:23:37, time: 1.404, data_time: 0.762, memory: 5822, loss_cls: 3.8411, loss: 3.8411, grad_norm: 2.4461 2020-10-23 12:41:56,195 - mmaction - INFO - Epoch [3][220/1712] lr: 1.000e-02, eta: 3 days, 9:16:14, time: 1.305, data_time: 0.545, memory: 5822, loss_cls: 3.9442, loss: 3.9442, grad_norm: 2.4357 2020-10-23 12:42:23,608 - mmaction - INFO - Epoch [3][240/1712] lr: 1.000e-02, eta: 3 days, 9:09:58, time: 1.373, data_time: 0.683, memory: 5822, loss_cls: 3.8936, loss: 3.8936, grad_norm: 2.4644 2020-10-23 12:42:50,666 - mmaction - INFO - Epoch [3][260/1712] lr: 1.000e-02, eta: 3 days, 9:03:26, time: 1.352, data_time: 0.708, memory: 5822, loss_cls: 3.8341, loss: 3.8341, grad_norm: 2.3904 2020-10-23 12:43:17,351 - mmaction - INFO - Epoch [3][280/1712] lr: 1.000e-02, eta: 3 days, 8:56:43, time: 1.334, data_time: 0.381, memory: 5822, loss_cls: 3.9075, loss: 3.9075, grad_norm: 2.4623 2020-10-23 12:43:44,641 - mmaction - INFO - Epoch [3][300/1712] lr: 1.000e-02, eta: 3 days, 8:50:31, time: 1.365, data_time: 0.238, memory: 5822, loss_cls: 3.8546, loss: 3.8546, grad_norm: 2.4847 2020-10-23 12:44:12,262 - mmaction - INFO - Epoch [3][320/1712] lr: 1.000e-02, eta: 3 days, 8:44:38, time: 1.381, data_time: 0.363, memory: 5822, loss_cls: 3.8801, loss: 3.8801, grad_norm: 2.4553 2020-10-23 12:44:40,084 - mmaction - INFO - Epoch [3][340/1712] lr: 1.000e-02, eta: 3 days, 8:38:56, time: 1.391, data_time: 0.736, memory: 5822, loss_cls: 3.8874, loss: 3.8874, grad_norm: 2.4894 2020-10-23 12:45:06,240 - mmaction - INFO - Epoch [3][360/1712] lr: 1.000e-02, eta: 3 days, 8:32:01, time: 1.304, data_time: 0.628, memory: 5822, loss_cls: 3.8159, loss: 3.8159, grad_norm: 2.4456 2020-10-23 12:45:33,656 - mmaction - INFO - Epoch [3][380/1712] lr: 1.000e-02, eta: 3 days, 8:26:12, time: 1.374, data_time: 0.074, memory: 5822, loss_cls: 3.8439, loss: 3.8439, grad_norm: 2.4395 2020-10-23 12:46:01,069 - mmaction - INFO - Epoch [3][400/1712] lr: 1.000e-02, eta: 3 days, 8:20:23, time: 1.371, data_time: 0.172, memory: 5822, loss_cls: 3.8433, loss: 3.8433, grad_norm: 2.4610 2020-10-23 12:46:28,137 - mmaction - INFO - Epoch [3][420/1712] lr: 1.000e-02, eta: 3 days, 8:14:22, time: 1.353, data_time: 0.002, memory: 5822, loss_cls: 3.8421, loss: 3.8421, grad_norm: 2.4668 2020-10-23 12:46:54,467 - mmaction - INFO - Epoch [3][440/1712] lr: 1.000e-02, eta: 3 days, 8:07:52, time: 1.315, data_time: 0.004, memory: 5822, loss_cls: 3.8181, loss: 3.8181, grad_norm: 2.4614 2020-10-23 12:47:21,691 - mmaction - INFO - Epoch [3][460/1712] lr: 1.000e-02, eta: 3 days, 8:02:06, time: 1.362, data_time: 0.010, memory: 5822, loss_cls: 3.8367, loss: 3.8367, grad_norm: 2.4292 2020-10-23 12:47:48,430 - mmaction - INFO - Epoch [3][480/1712] lr: 1.000e-02, eta: 3 days, 7:56:00, time: 1.335, data_time: 0.004, memory: 5822, loss_cls: 3.8599, loss: 3.8599, grad_norm: 2.4420 2020-10-23 12:48:16,126 - mmaction - INFO - Epoch [3][500/1712] lr: 1.000e-02, eta: 3 days, 7:50:41, time: 1.387, data_time: 0.009, memory: 5822, loss_cls: 3.8002, loss: 3.8002, grad_norm: 2.4400 2020-10-23 12:48:44,228 - mmaction - INFO - Epoch [3][520/1712] lr: 1.000e-02, eta: 3 days, 7:45:37, time: 1.400, data_time: 0.004, memory: 5822, loss_cls: 3.7843, loss: 3.7843, grad_norm: 2.4636 2020-10-23 12:49:11,469 - mmaction - INFO - Epoch [3][540/1712] lr: 1.000e-02, eta: 3 days, 7:40:06, time: 1.365, data_time: 0.012, memory: 5822, loss_cls: 3.8254, loss: 3.8254, grad_norm: 2.4378 2020-10-23 12:49:37,248 - mmaction - INFO - Epoch [3][560/1712] lr: 1.000e-02, eta: 3 days, 7:33:36, time: 1.291, data_time: 0.004, memory: 5822, loss_cls: 3.8637, loss: 3.8637, grad_norm: 2.4658 2020-10-23 12:50:03,742 - mmaction - INFO - Epoch [3][580/1712] lr: 1.000e-02, eta: 3 days, 7:27:35, time: 1.322, data_time: 0.103, memory: 5822, loss_cls: 3.8430, loss: 3.8430, grad_norm: 2.5074 2020-10-23 12:50:31,925 - mmaction - INFO - Epoch [3][600/1712] lr: 1.000e-02, eta: 3 days, 7:22:52, time: 1.411, data_time: 0.325, memory: 5822, loss_cls: 3.7323, loss: 3.7323, grad_norm: 2.4643 2020-10-23 12:50:59,413 - mmaction - INFO - Epoch [3][620/1712] lr: 1.000e-02, eta: 3 days, 7:17:41, time: 1.375, data_time: 0.273, memory: 5822, loss_cls: 3.8512, loss: 3.8512, grad_norm: 2.5173 2020-10-23 12:51:27,279 - mmaction - INFO - Epoch [3][640/1712] lr: 1.000e-02, eta: 3 days, 7:12:48, time: 1.393, data_time: 0.266, memory: 5822, loss_cls: 3.8736, loss: 3.8736, grad_norm: 2.4971 2020-10-23 12:51:53,051 - mmaction - INFO - Epoch [3][660/1712] lr: 1.000e-02, eta: 3 days, 7:06:30, time: 1.287, data_time: 0.164, memory: 5822, loss_cls: 3.8271, loss: 3.8271, grad_norm: 2.4642 2020-10-23 12:52:20,385 - mmaction - INFO - Epoch [3][680/1712] lr: 1.000e-02, eta: 3 days, 7:01:23, time: 1.369, data_time: 0.026, memory: 5822, loss_cls: 3.8071, loss: 3.8071, grad_norm: 2.4138 2020-10-23 12:52:49,004 - mmaction - INFO - Epoch [3][700/1712] lr: 1.000e-02, eta: 3 days, 6:57:02, time: 1.423, data_time: 0.004, memory: 5822, loss_cls: 3.8586, loss: 3.8586, grad_norm: 2.4626 2020-10-23 12:53:15,434 - mmaction - INFO - Epoch [3][720/1712] lr: 1.000e-02, eta: 3 days, 6:51:29, time: 1.330, data_time: 0.012, memory: 5822, loss_cls: 3.8026, loss: 3.8026, grad_norm: 2.4324 2020-10-23 12:53:43,669 - mmaction - INFO - Epoch [3][740/1712] lr: 1.000e-02, eta: 3 days, 6:47:02, time: 1.409, data_time: 0.003, memory: 5822, loss_cls: 3.8370, loss: 3.8370, grad_norm: 2.4369 2020-10-23 12:54:11,070 - mmaction - INFO - Epoch [3][760/1712] lr: 1.000e-02, eta: 3 days, 6:42:05, time: 1.369, data_time: 0.009, memory: 5822, loss_cls: 3.7884, loss: 3.7884, grad_norm: 2.4452 2020-10-23 12:54:38,507 - mmaction - INFO - Epoch [3][780/1712] lr: 1.000e-02, eta: 3 days, 6:37:12, time: 1.370, data_time: 0.011, memory: 5822, loss_cls: 3.7813, loss: 3.7813, grad_norm: 2.4519 2020-10-23 12:55:06,593 - mmaction - INFO - Epoch [3][800/1712] lr: 1.000e-02, eta: 3 days, 6:32:50, time: 1.406, data_time: 0.011, memory: 5822, loss_cls: 3.8179, loss: 3.8179, grad_norm: 2.4246 2020-10-23 12:55:33,251 - mmaction - INFO - Epoch [3][820/1712] lr: 1.000e-02, eta: 3 days, 6:27:36, time: 1.338, data_time: 0.008, memory: 5822, loss_cls: 3.7623, loss: 3.7623, grad_norm: 2.4012 2020-10-23 12:55:59,824 - mmaction - INFO - Epoch [3][840/1712] lr: 1.000e-02, eta: 3 days, 6:22:15, time: 1.326, data_time: 0.002, memory: 5822, loss_cls: 3.8312, loss: 3.8312, grad_norm: 2.4199 2020-10-23 12:56:26,819 - mmaction - INFO - Epoch [3][860/1712] lr: 1.000e-02, eta: 3 days, 6:17:17, time: 1.350, data_time: 0.025, memory: 5822, loss_cls: 3.8313, loss: 3.8313, grad_norm: 2.4797 2020-10-23 12:56:52,906 - mmaction - INFO - Epoch [3][880/1712] lr: 1.000e-02, eta: 3 days, 6:11:44, time: 1.304, data_time: 0.004, memory: 5822, loss_cls: 3.8313, loss: 3.8313, grad_norm: 2.4672 2020-10-23 12:57:21,041 - mmaction - INFO - Epoch [3][900/1712] lr: 1.000e-02, eta: 3 days, 6:07:37, time: 1.410, data_time: 0.005, memory: 5822, loss_cls: 3.8710, loss: 3.8710, grad_norm: 2.5133 2020-10-23 12:57:47,656 - mmaction - INFO - Epoch [3][920/1712] lr: 1.000e-02, eta: 3 days, 6:02:29, time: 1.328, data_time: 0.005, memory: 5822, loss_cls: 3.7637, loss: 3.7637, grad_norm: 2.4453 2020-10-23 12:58:15,007 - mmaction - INFO - Epoch [3][940/1712] lr: 1.000e-02, eta: 3 days, 5:57:48, time: 1.361, data_time: 0.007, memory: 5822, loss_cls: 3.7624, loss: 3.7624, grad_norm: 2.5005 2020-10-23 12:58:41,772 - mmaction - INFO - Epoch [3][960/1712] lr: 1.000e-02, eta: 3 days, 5:53:00, time: 1.348, data_time: 0.011, memory: 5822, loss_cls: 3.7793, loss: 3.7793, grad_norm: 2.4954 2020-10-23 12:59:07,445 - mmaction - INFO - Epoch [3][980/1712] lr: 1.000e-02, eta: 3 days, 5:47:21, time: 1.279, data_time: 0.002, memory: 5822, loss_cls: 3.8053, loss: 3.8053, grad_norm: 2.4532 2020-10-23 12:59:33,889 - mmaction - INFO - Epoch [3][1000/1712] lr: 1.000e-02, eta: 3 days, 5:42:19, time: 1.322, data_time: 0.016, memory: 5822, loss_cls: 3.7972, loss: 3.7972, grad_norm: 2.5068 2020-10-23 12:59:58,899 - mmaction - INFO - Epoch [3][1020/1712] lr: 1.000e-02, eta: 3 days, 5:36:28, time: 1.255, data_time: 0.105, memory: 5822, loss_cls: 3.7994, loss: 3.7994, grad_norm: 2.5070 2020-10-23 13:00:27,012 - mmaction - INFO - Epoch [3][1040/1712] lr: 1.000e-02, eta: 3 days, 5:32:34, time: 1.406, data_time: 0.551, memory: 5822, loss_cls: 3.7949, loss: 3.7949, grad_norm: 2.4167 2020-10-23 13:00:55,065 - mmaction - INFO - Epoch [3][1060/1712] lr: 1.000e-02, eta: 3 days, 5:28:32, time: 1.394, data_time: 0.164, memory: 5822, loss_cls: 3.8512, loss: 3.8512, grad_norm: 2.4907 2020-10-23 13:01:21,548 - mmaction - INFO - Epoch [3][1080/1712] lr: 1.000e-02, eta: 3 days, 5:23:43, time: 1.329, data_time: 0.046, memory: 5822, loss_cls: 3.7872, loss: 3.7872, grad_norm: 2.4882 2020-10-23 13:01:48,036 - mmaction - INFO - Epoch [3][1100/1712] lr: 1.000e-02, eta: 3 days, 5:18:57, time: 1.329, data_time: 0.018, memory: 5822, loss_cls: 3.8783, loss: 3.8783, grad_norm: 2.5256 2020-10-23 13:02:15,594 - mmaction - INFO - Epoch [3][1120/1712] lr: 1.000e-02, eta: 3 days, 5:14:49, time: 1.377, data_time: 0.215, memory: 5822, loss_cls: 3.7893, loss: 3.7893, grad_norm: 2.5213 2020-10-23 13:02:42,267 - mmaction - INFO - Epoch [3][1140/1712] lr: 1.000e-02, eta: 3 days, 5:10:11, time: 1.333, data_time: 0.054, memory: 5822, loss_cls: 3.8705, loss: 3.8705, grad_norm: 2.5358 2020-10-23 13:03:09,642 - mmaction - INFO - Epoch [3][1160/1712] lr: 1.000e-02, eta: 3 days, 5:05:58, time: 1.365, data_time: 0.110, memory: 5822, loss_cls: 3.6946, loss: 3.6946, grad_norm: 2.4652 2020-10-23 13:03:36,653 - mmaction - INFO - Epoch [3][1180/1712] lr: 1.000e-02, eta: 3 days, 5:01:40, time: 1.355, data_time: 0.074, memory: 5822, loss_cls: 3.8259, loss: 3.8259, grad_norm: 2.4984 2020-10-23 13:04:04,805 - mmaction - INFO - Epoch [3][1200/1712] lr: 1.000e-02, eta: 3 days, 4:57:58, time: 1.403, data_time: 0.543, memory: 5822, loss_cls: 3.8140, loss: 3.8140, grad_norm: 2.5120 2020-10-23 13:04:30,659 - mmaction - INFO - Epoch [3][1220/1712] lr: 1.000e-02, eta: 3 days, 4:53:01, time: 1.296, data_time: 0.562, memory: 5822, loss_cls: 3.8023, loss: 3.8023, grad_norm: 2.5437 2020-10-23 13:04:58,138 - mmaction - INFO - Epoch [3][1240/1712] lr: 1.000e-02, eta: 3 days, 4:49:03, time: 1.375, data_time: 0.589, memory: 5822, loss_cls: 3.7396, loss: 3.7396, grad_norm: 2.4606 2020-10-23 13:05:25,123 - mmaction - INFO - Epoch [3][1260/1712] lr: 1.000e-02, eta: 3 days, 4:44:48, time: 1.348, data_time: 0.400, memory: 5822, loss_cls: 3.8729, loss: 3.8729, grad_norm: 2.5822 2020-10-23 13:05:52,298 - mmaction - INFO - Epoch [3][1280/1712] lr: 1.000e-02, eta: 3 days, 4:40:43, time: 1.360, data_time: 0.446, memory: 5822, loss_cls: 3.7859, loss: 3.7859, grad_norm: 2.5170 2020-10-23 13:06:18,864 - mmaction - INFO - Epoch [3][1300/1712] lr: 1.000e-02, eta: 3 days, 4:36:16, time: 1.327, data_time: 0.489, memory: 5822, loss_cls: 3.8025, loss: 3.8025, grad_norm: 2.5127 2020-10-23 13:06:47,270 - mmaction - INFO - Epoch [3][1320/1712] lr: 1.000e-02, eta: 3 days, 4:32:58, time: 1.422, data_time: 0.628, memory: 5822, loss_cls: 3.8130, loss: 3.8130, grad_norm: 2.5199 2020-10-23 13:07:13,700 - mmaction - INFO - Epoch [3][1340/1712] lr: 1.000e-02, eta: 3 days, 4:28:31, time: 1.321, data_time: 0.618, memory: 5822, loss_cls: 3.7933, loss: 3.7933, grad_norm: 2.4812 2020-10-23 13:07:40,842 - mmaction - INFO - Epoch [3][1360/1712] lr: 1.000e-02, eta: 3 days, 4:24:32, time: 1.359, data_time: 0.121, memory: 5822, loss_cls: 3.7774, loss: 3.7774, grad_norm: 2.4790 2020-10-23 13:08:06,536 - mmaction - INFO - Epoch [3][1380/1712] lr: 1.000e-02, eta: 3 days, 4:19:44, time: 1.284, data_time: 0.008, memory: 5822, loss_cls: 3.7587, loss: 3.7587, grad_norm: 2.5001 2020-10-23 13:08:33,284 - mmaction - INFO - Epoch [3][1400/1712] lr: 1.000e-02, eta: 3 days, 4:15:35, time: 1.338, data_time: 0.012, memory: 5822, loss_cls: 3.7691, loss: 3.7691, grad_norm: 2.4511 2020-10-23 13:09:00,022 - mmaction - INFO - Epoch [3][1420/1712] lr: 1.000e-02, eta: 3 days, 4:11:25, time: 1.335, data_time: 0.006, memory: 5822, loss_cls: 3.7703, loss: 3.7703, grad_norm: 2.5023 2020-10-23 13:09:26,475 - mmaction - INFO - Epoch [3][1440/1712] lr: 1.000e-02, eta: 3 days, 4:07:04, time: 1.314, data_time: 0.007, memory: 5822, loss_cls: 3.7688, loss: 3.7688, grad_norm: 2.5035 2020-10-23 13:09:53,562 - mmaction - INFO - Epoch [3][1460/1712] lr: 1.000e-02, eta: 3 days, 4:03:14, time: 1.359, data_time: 0.013, memory: 5822, loss_cls: 3.7516, loss: 3.7516, grad_norm: 2.4664 2020-10-23 13:10:19,680 - mmaction - INFO - Epoch [3][1480/1712] lr: 1.000e-02, eta: 3 days, 3:58:53, time: 1.311, data_time: 0.033, memory: 5822, loss_cls: 3.7643, loss: 3.7643, grad_norm: 2.5424 2020-10-23 13:10:46,485 - mmaction - INFO - Epoch [3][1500/1712] lr: 1.000e-02, eta: 3 days, 3:54:55, time: 1.341, data_time: 0.081, memory: 5822, loss_cls: 3.7790, loss: 3.7790, grad_norm: 2.4935 2020-10-23 13:11:13,736 - mmaction - INFO - Epoch [3][1520/1712] lr: 1.000e-02, eta: 3 days, 3:51:13, time: 1.362, data_time: 0.563, memory: 5822, loss_cls: 3.8083, loss: 3.8083, grad_norm: 2.4914 2020-10-23 13:11:39,626 - mmaction - INFO - Epoch [3][1540/1712] lr: 1.000e-02, eta: 3 days, 3:46:48, time: 1.295, data_time: 0.699, memory: 5822, loss_cls: 3.7808, loss: 3.7808, grad_norm: 2.4885 2020-10-23 13:12:06,766 - mmaction - INFO - Epoch [3][1560/1712] lr: 1.000e-02, eta: 3 days, 3:43:05, time: 1.357, data_time: 0.623, memory: 5822, loss_cls: 3.8010, loss: 3.8010, grad_norm: 2.5421 2020-10-23 13:12:33,477 - mmaction - INFO - Epoch [3][1580/1712] lr: 1.000e-02, eta: 3 days, 3:39:09, time: 1.334, data_time: 0.060, memory: 5822, loss_cls: 3.7624, loss: 3.7624, grad_norm: 2.4642 2020-10-23 13:13:00,478 - mmaction - INFO - Epoch [3][1600/1712] lr: 1.000e-02, eta: 3 days, 3:35:27, time: 1.352, data_time: 0.096, memory: 5822, loss_cls: 3.8509, loss: 3.8509, grad_norm: 2.5485 2020-10-23 13:13:27,676 - mmaction - INFO - Epoch [3][1620/1712] lr: 1.000e-02, eta: 3 days, 3:31:49, time: 1.358, data_time: 0.081, memory: 5822, loss_cls: 3.8119, loss: 3.8119, grad_norm: 2.5633 2020-10-23 13:13:54,399 - mmaction - INFO - Epoch [3][1640/1712] lr: 1.000e-02, eta: 3 days, 3:27:58, time: 1.333, data_time: 0.008, memory: 5822, loss_cls: 3.7910, loss: 3.7910, grad_norm: 2.5342 2020-10-23 13:14:20,443 - mmaction - INFO - Epoch [3][1660/1712] lr: 1.000e-02, eta: 3 days, 3:23:50, time: 1.307, data_time: 0.149, memory: 5822, loss_cls: 3.7332, loss: 3.7332, grad_norm: 2.4709 2020-10-23 13:14:46,965 - mmaction - INFO - Epoch [3][1680/1712] lr: 1.000e-02, eta: 3 days, 3:19:56, time: 1.324, data_time: 0.095, memory: 5822, loss_cls: 3.7847, loss: 3.7847, grad_norm: 2.5021 2020-10-23 13:15:12,818 - mmaction - INFO - Epoch [3][1700/1712] lr: 1.000e-02, eta: 3 days, 3:15:44, time: 1.295, data_time: 0.007, memory: 5822, loss_cls: 3.8167, loss: 3.8167, grad_norm: 2.4959 2020-10-23 13:16:12,513 - mmaction - INFO - Epoch [4][20/1712] lr: 1.000e-02, eta: 3 days, 3:08:57, time: 2.059, data_time: 1.397, memory: 5822, loss_cls: 3.7504, loss: 3.7504, grad_norm: 2.5151 2020-10-23 13:16:39,858 - mmaction - INFO - Epoch [4][40/1712] lr: 1.000e-02, eta: 3 days, 3:05:36, time: 1.367, data_time: 0.315, memory: 5822, loss_cls: 3.7282, loss: 3.7282, grad_norm: 2.4558 2020-10-23 13:17:07,401 - mmaction - INFO - Epoch [4][60/1712] lr: 1.000e-02, eta: 3 days, 3:02:23, time: 1.378, data_time: 0.259, memory: 5822, loss_cls: 3.7351, loss: 3.7351, grad_norm: 2.4721 2020-10-23 13:17:36,180 - mmaction - INFO - Epoch [4][80/1712] lr: 1.000e-02, eta: 3 days, 2:59:49, time: 1.435, data_time: 0.091, memory: 5822, loss_cls: 3.7675, loss: 3.7675, grad_norm: 2.4986 2020-10-23 13:18:04,026 - mmaction - INFO - Epoch [4][100/1712] lr: 1.000e-02, eta: 3 days, 2:56:49, time: 1.394, data_time: 0.018, memory: 5822, loss_cls: 3.6742, loss: 3.6742, grad_norm: 2.5428 2020-10-23 13:18:30,270 - mmaction - INFO - Epoch [4][120/1712] lr: 1.000e-02, eta: 3 days, 2:52:58, time: 1.311, data_time: 0.003, memory: 5822, loss_cls: 3.7053, loss: 3.7053, grad_norm: 2.5255 2020-10-23 13:18:56,116 - mmaction - INFO - Epoch [4][140/1712] lr: 1.000e-02, eta: 3 days, 2:48:57, time: 1.294, data_time: 0.005, memory: 5822, loss_cls: 3.6997, loss: 3.6997, grad_norm: 2.4825 2020-10-23 13:19:22,524 - mmaction - INFO - Epoch [4][160/1712] lr: 1.000e-02, eta: 3 days, 2:45:15, time: 1.321, data_time: 0.006, memory: 5822, loss_cls: 3.7319, loss: 3.7319, grad_norm: 2.4968 2020-10-23 13:19:47,698 - mmaction - INFO - Epoch [4][180/1712] lr: 1.000e-02, eta: 3 days, 2:40:57, time: 1.260, data_time: 0.007, memory: 5822, loss_cls: 3.7230, loss: 3.7230, grad_norm: 2.5318 2020-10-23 13:20:12,069 - mmaction - INFO - Epoch [4][200/1712] lr: 1.000e-02, eta: 3 days, 2:36:14, time: 1.218, data_time: 0.002, memory: 5822, loss_cls: 3.7194, loss: 3.7194, grad_norm: 2.5524 2020-10-23 13:20:37,425 - mmaction - INFO - Epoch [4][220/1712] lr: 1.000e-02, eta: 3 days, 2:32:03, time: 1.266, data_time: 0.032, memory: 5822, loss_cls: 3.7213, loss: 3.7213, grad_norm: 2.5020 2020-10-23 13:21:01,802 - mmaction - INFO - Epoch [4][240/1712] lr: 1.000e-02, eta: 3 days, 2:27:24, time: 1.218, data_time: 0.005, memory: 5822, loss_cls: 3.7215, loss: 3.7215, grad_norm: 2.5583 2020-10-23 13:21:26,914 - mmaction - INFO - Epoch [4][260/1712] lr: 1.000e-02, eta: 3 days, 2:23:11, time: 1.257, data_time: 0.006, memory: 5822, loss_cls: 3.7450, loss: 3.7450, grad_norm: 2.5687 2020-10-23 13:21:52,315 - mmaction - INFO - Epoch [4][280/1712] lr: 1.000e-02, eta: 3 days, 2:19:07, time: 1.271, data_time: 0.003, memory: 5822, loss_cls: 3.6772, loss: 3.6772, grad_norm: 2.4546 2020-10-23 13:22:18,295 - mmaction - INFO - Epoch [4][300/1712] lr: 1.000e-02, eta: 3 days, 2:15:22, time: 1.298, data_time: 0.003, memory: 5822, loss_cls: 3.7465, loss: 3.7465, grad_norm: 2.5048 2020-10-23 13:22:42,309 - mmaction - INFO - Epoch [4][320/1712] lr: 1.000e-02, eta: 3 days, 2:10:41, time: 1.202, data_time: 0.003, memory: 5822, loss_cls: 3.7506, loss: 3.7506, grad_norm: 2.5311 2020-10-23 13:23:07,972 - mmaction - INFO - Epoch [4][340/1712] lr: 1.000e-02, eta: 3 days, 2:06:48, time: 1.281, data_time: 0.002, memory: 5822, loss_cls: 3.7379, loss: 3.7379, grad_norm: 2.5931 2020-10-23 13:23:33,027 - mmaction - INFO - Epoch [4][360/1712] lr: 1.000e-02, eta: 3 days, 2:02:38, time: 1.248, data_time: 0.013, memory: 5822, loss_cls: 3.7731, loss: 3.7731, grad_norm: 2.5060 2020-10-23 13:23:57,861 - mmaction - INFO - Epoch [4][380/1712] lr: 1.000e-02, eta: 3 days, 1:58:30, time: 1.250, data_time: 0.011, memory: 5822, loss_cls: 3.7757, loss: 3.7757, grad_norm: 2.5970 2020-10-23 13:24:22,270 - mmaction - INFO - Epoch [4][400/1712] lr: 1.000e-02, eta: 3 days, 1:54:06, time: 1.221, data_time: 0.002, memory: 5822, loss_cls: 3.8069, loss: 3.8069, grad_norm: 2.5533 2020-10-23 13:24:46,859 - mmaction - INFO - Epoch [4][420/1712] lr: 1.000e-02, eta: 3 days, 1:49:48, time: 1.226, data_time: 0.002, memory: 5822, loss_cls: 3.7593, loss: 3.7593, grad_norm: 2.5815 2020-10-23 13:25:12,065 - mmaction - INFO - Epoch [4][440/1712] lr: 1.000e-02, eta: 3 days, 1:45:53, time: 1.263, data_time: 0.011, memory: 5822, loss_cls: 3.7110, loss: 3.7110, grad_norm: 2.5178 2020-10-23 13:25:37,272 - mmaction - INFO - Epoch [4][460/1712] lr: 1.000e-02, eta: 3 days, 1:41:56, time: 1.258, data_time: 0.002, memory: 5822, loss_cls: 3.7800, loss: 3.7800, grad_norm: 2.5541 2020-10-23 13:26:02,163 - mmaction - INFO - Epoch [4][480/1712] lr: 1.000e-02, eta: 3 days, 1:37:54, time: 1.245, data_time: 0.014, memory: 5822, loss_cls: 3.7002, loss: 3.7002, grad_norm: 2.5317 2020-10-23 13:26:27,155 - mmaction - INFO - Epoch [4][500/1712] lr: 1.000e-02, eta: 3 days, 1:33:57, time: 1.252, data_time: 0.005, memory: 5822, loss_cls: 3.7338, loss: 3.7338, grad_norm: 2.5671 2020-10-23 13:26:52,443 - mmaction - INFO - Epoch [4][520/1712] lr: 1.000e-02, eta: 3 days, 1:30:06, time: 1.260, data_time: 0.002, memory: 5822, loss_cls: 3.7845, loss: 3.7845, grad_norm: 2.5394 2020-10-23 13:27:17,246 - mmaction - INFO - Epoch [4][540/1712] lr: 1.000e-02, eta: 3 days, 1:26:07, time: 1.245, data_time: 0.014, memory: 5822, loss_cls: 3.7141, loss: 3.7141, grad_norm: 2.5087 2020-10-23 13:27:42,894 - mmaction - INFO - Epoch [4][560/1712] lr: 1.000e-02, eta: 3 days, 1:22:33, time: 1.283, data_time: 0.005, memory: 5822, loss_cls: 3.7807, loss: 3.7807, grad_norm: 2.5672 2020-10-23 13:28:07,204 - mmaction - INFO - Epoch [4][580/1712] lr: 1.000e-02, eta: 3 days, 1:18:20, time: 1.215, data_time: 0.003, memory: 5822, loss_cls: 3.7345, loss: 3.7345, grad_norm: 2.5949 2020-10-23 13:28:32,565 - mmaction - INFO - Epoch [4][600/1712] lr: 1.000e-02, eta: 3 days, 1:14:40, time: 1.268, data_time: 0.002, memory: 5822, loss_cls: 3.7703, loss: 3.7703, grad_norm: 2.5582 2020-10-23 13:28:58,178 - mmaction - INFO - Epoch [4][620/1712] lr: 1.000e-02, eta: 3 days, 1:11:00, time: 1.267, data_time: 0.002, memory: 5822, loss_cls: 3.7131, loss: 3.7131, grad_norm: 2.5561 2020-10-23 13:29:23,951 - mmaction - INFO - Epoch [4][640/1712] lr: 1.000e-02, eta: 3 days, 1:07:42, time: 1.302, data_time: 0.015, memory: 5822, loss_cls: 3.6342, loss: 3.6342, grad_norm: 2.4937 2020-10-23 13:29:46,345 - mmaction - INFO - Epoch [4][660/1712] lr: 1.000e-02, eta: 3 days, 1:02:41, time: 1.119, data_time: 0.005, memory: 5822, loss_cls: 3.7756, loss: 3.7756, grad_norm: 2.5323 2020-10-23 13:30:11,832 - mmaction - INFO - Epoch [4][680/1712] lr: 1.000e-02, eta: 3 days, 0:59:09, time: 1.273, data_time: 0.001, memory: 5822, loss_cls: 3.6831, loss: 3.6831, grad_norm: 2.5518 2020-10-23 13:30:38,236 - mmaction - INFO - Epoch [4][700/1712] lr: 1.000e-02, eta: 3 days, 0:56:05, time: 1.320, data_time: 0.003, memory: 5822, loss_cls: 3.7319, loss: 3.7319, grad_norm: 2.5066 2020-10-23 13:31:02,711 - mmaction - INFO - Epoch [4][720/1712] lr: 1.000e-02, eta: 3 days, 0:52:08, time: 1.224, data_time: 0.003, memory: 5822, loss_cls: 3.6936, loss: 3.6936, grad_norm: 2.5049 2020-10-23 13:31:26,652 - mmaction - INFO - Epoch [4][740/1712] lr: 1.000e-02, eta: 3 days, 0:47:57, time: 1.197, data_time: 0.004, memory: 5822, loss_cls: 3.7148, loss: 3.7148, grad_norm: 2.5833 2020-10-23 13:31:50,806 - mmaction - INFO - Epoch [4][760/1712] lr: 1.000e-02, eta: 3 days, 0:43:54, time: 1.208, data_time: 0.003, memory: 5822, loss_cls: 3.7843, loss: 3.7843, grad_norm: 2.5661 2020-10-23 13:32:14,391 - mmaction - INFO - Epoch [4][780/1712] lr: 1.000e-02, eta: 3 days, 0:39:37, time: 1.179, data_time: 0.001, memory: 5822, loss_cls: 3.7144, loss: 3.7144, grad_norm: 2.5669 2020-10-23 13:32:40,371 - mmaction - INFO - Epoch [4][800/1712] lr: 1.000e-02, eta: 3 days, 0:36:26, time: 1.296, data_time: 0.010, memory: 5822, loss_cls: 3.7301, loss: 3.7301, grad_norm: 2.5151 2020-10-23 13:33:05,280 - mmaction - INFO - Epoch [4][820/1712] lr: 1.000e-02, eta: 3 days, 0:32:46, time: 1.243, data_time: 0.006, memory: 5822, loss_cls: 3.6923, loss: 3.6923, grad_norm: 2.4714 2020-10-23 13:33:29,713 - mmaction - INFO - Epoch [4][840/1712] lr: 1.000e-02, eta: 3 days, 0:28:57, time: 1.224, data_time: 0.007, memory: 5822, loss_cls: 3.6845, loss: 3.6845, grad_norm: 2.5263 2020-10-23 13:33:55,769 - mmaction - INFO - Epoch [4][860/1712] lr: 1.000e-02, eta: 3 days, 0:25:54, time: 1.305, data_time: 0.073, memory: 5822, loss_cls: 3.6641, loss: 3.6641, grad_norm: 2.5133 2020-10-23 13:34:21,021 - mmaction - INFO - Epoch [4][880/1712] lr: 1.000e-02, eta: 3 days, 0:22:30, time: 1.263, data_time: 0.016, memory: 5822, loss_cls: 3.7523, loss: 3.7523, grad_norm: 2.5628 2020-10-23 13:34:47,390 - mmaction - INFO - Epoch [4][900/1712] lr: 1.000e-02, eta: 3 days, 0:19:36, time: 1.317, data_time: 0.015, memory: 5822, loss_cls: 3.6743, loss: 3.6743, grad_norm: 2.5176 2020-10-23 13:35:12,233 - mmaction - INFO - Epoch [4][920/1712] lr: 1.000e-02, eta: 3 days, 0:16:02, time: 1.243, data_time: 0.007, memory: 5822, loss_cls: 3.6923, loss: 3.6923, grad_norm: 2.5411 2020-10-23 13:35:37,340 - mmaction - INFO - Epoch [4][940/1712] lr: 1.000e-02, eta: 3 days, 0:12:36, time: 1.254, data_time: 0.005, memory: 5822, loss_cls: 3.7428, loss: 3.7428, grad_norm: 2.5612 2020-10-23 13:36:02,140 - mmaction - INFO - Epoch [4][960/1712] lr: 1.000e-02, eta: 3 days, 0:09:04, time: 1.241, data_time: 0.004, memory: 5822, loss_cls: 3.6912, loss: 3.6912, grad_norm: 2.5369 2020-10-23 13:36:27,448 - mmaction - INFO - Epoch [4][980/1712] lr: 1.000e-02, eta: 3 days, 0:05:42, time: 1.258, data_time: 0.002, memory: 5822, loss_cls: 3.7752, loss: 3.7752, grad_norm: 2.5589 2020-10-23 13:36:51,064 - mmaction - INFO - Epoch [4][1000/1712] lr: 1.000e-02, eta: 3 days, 0:01:43, time: 1.186, data_time: 0.010, memory: 5822, loss_cls: 3.7189, loss: 3.7189, grad_norm: 2.5724 2020-10-23 13:37:14,838 - mmaction - INFO - Epoch [4][1020/1712] lr: 1.000e-02, eta: 2 days, 23:57:47, time: 1.190, data_time: 0.005, memory: 5822, loss_cls: 3.7079, loss: 3.7079, grad_norm: 2.6089 2020-10-23 13:37:41,453 - mmaction - INFO - Epoch [4][1040/1712] lr: 1.000e-02, eta: 2 days, 23:55:07, time: 1.328, data_time: 0.004, memory: 5822, loss_cls: 3.7503, loss: 3.7503, grad_norm: 2.6313 2020-10-23 13:38:08,177 - mmaction - INFO - Epoch [4][1060/1712] lr: 1.000e-02, eta: 2 days, 23:52:33, time: 1.340, data_time: 0.089, memory: 5822, loss_cls: 3.7075, loss: 3.7075, grad_norm: 2.5460 2020-10-23 13:38:31,889 - mmaction - INFO - Epoch [4][1080/1712] lr: 1.000e-02, eta: 2 days, 23:48:39, time: 1.185, data_time: 0.009, memory: 5822, loss_cls: 3.6917, loss: 3.6917, grad_norm: 2.5405 2020-10-23 13:38:57,379 - mmaction - INFO - Epoch [4][1100/1712] lr: 1.000e-02, eta: 2 days, 23:45:30, time: 1.270, data_time: 0.004, memory: 5822, loss_cls: 3.7047, loss: 3.7047, grad_norm: 2.5623 2020-10-23 13:39:21,260 - mmaction - INFO - Epoch [4][1120/1712] lr: 1.000e-02, eta: 2 days, 23:41:46, time: 1.201, data_time: 0.008, memory: 5822, loss_cls: 3.7237, loss: 3.7237, grad_norm: 2.6048 2020-10-23 13:39:46,724 - mmaction - INFO - Epoch [4][1140/1712] lr: 1.000e-02, eta: 2 days, 23:38:41, time: 1.273, data_time: 0.003, memory: 5822, loss_cls: 3.6510, loss: 3.6510, grad_norm: 2.5342 2020-10-23 13:40:11,126 - mmaction - INFO - Epoch [4][1160/1712] lr: 1.000e-02, eta: 2 days, 23:35:10, time: 1.220, data_time: 0.001, memory: 5822, loss_cls: 3.6330, loss: 3.6330, grad_norm: 2.5613 2020-10-23 13:40:35,366 - mmaction - INFO - Epoch [4][1180/1712] lr: 1.000e-02, eta: 2 days, 23:31:35, time: 1.211, data_time: 0.001, memory: 5822, loss_cls: 3.7326, loss: 3.7326, grad_norm: 2.6070 2020-10-23 13:41:00,462 - mmaction - INFO - Epoch [4][1200/1712] lr: 1.000e-02, eta: 2 days, 23:28:25, time: 1.256, data_time: 0.008, memory: 5822, loss_cls: 3.7105, loss: 3.7105, grad_norm: 2.5309 2020-10-23 13:41:26,182 - mmaction - INFO - Epoch [4][1220/1712] lr: 1.000e-02, eta: 2 days, 23:25:31, time: 1.286, data_time: 0.003, memory: 5822, loss_cls: 3.6499, loss: 3.6499, grad_norm: 2.5222 2020-10-23 13:41:50,758 - mmaction - INFO - Epoch [4][1240/1712] lr: 1.000e-02, eta: 2 days, 23:22:09, time: 1.229, data_time: 0.002, memory: 5822, loss_cls: 3.6833, loss: 3.6833, grad_norm: 2.5621 2020-10-23 13:42:15,425 - mmaction - INFO - Epoch [4][1260/1712] lr: 1.000e-02, eta: 2 days, 23:18:49, time: 1.233, data_time: 0.003, memory: 5822, loss_cls: 3.8139, loss: 3.8139, grad_norm: 2.5998 2020-10-23 13:42:41,641 - mmaction - INFO - Epoch [4][1280/1712] lr: 1.000e-02, eta: 2 days, 23:16:12, time: 1.311, data_time: 0.004, memory: 5822, loss_cls: 3.6324, loss: 3.6324, grad_norm: 2.5388 2020-10-23 13:43:06,016 - mmaction - INFO - Epoch [4][1300/1712] lr: 1.000e-02, eta: 2 days, 23:12:47, time: 1.219, data_time: 0.001, memory: 5822, loss_cls: 3.6885, loss: 3.6885, grad_norm: 2.6254 2020-10-23 13:43:30,996 - mmaction - INFO - Epoch [4][1320/1712] lr: 1.000e-02, eta: 2 days, 23:09:39, time: 1.248, data_time: 0.002, memory: 5822, loss_cls: 3.7108, loss: 3.7108, grad_norm: 2.5738 2020-10-23 13:43:56,360 - mmaction - INFO - Epoch [4][1340/1712] lr: 1.000e-02, eta: 2 days, 23:06:43, time: 1.269, data_time: 0.003, memory: 5822, loss_cls: 3.6936, loss: 3.6936, grad_norm: 2.5444 2020-10-23 13:44:21,520 - mmaction - INFO - Epoch [4][1360/1712] lr: 1.000e-02, eta: 2 days, 23:03:40, time: 1.255, data_time: 0.003, memory: 5822, loss_cls: 3.7407, loss: 3.7407, grad_norm: 2.6399 2020-10-23 13:44:45,825 - mmaction - INFO - Epoch [4][1380/1712] lr: 1.000e-02, eta: 2 days, 23:00:19, time: 1.217, data_time: 0.015, memory: 5822, loss_cls: 3.7060, loss: 3.7060, grad_norm: 2.5562 2020-10-23 13:45:11,276 - mmaction - INFO - Epoch [4][1400/1712] lr: 1.000e-02, eta: 2 days, 22:57:24, time: 1.267, data_time: 0.003, memory: 5822, loss_cls: 3.6637, loss: 3.6637, grad_norm: 2.5147 2020-10-23 13:45:36,628 - mmaction - INFO - Epoch [4][1420/1712] lr: 1.000e-02, eta: 2 days, 22:54:31, time: 1.268, data_time: 0.008, memory: 5822, loss_cls: 3.7015, loss: 3.7015, grad_norm: 2.5769 2020-10-23 13:46:02,016 - mmaction - INFO - Epoch [4][1440/1712] lr: 1.000e-02, eta: 2 days, 22:51:41, time: 1.274, data_time: 0.013, memory: 5822, loss_cls: 3.7304, loss: 3.7304, grad_norm: 2.5803 2020-10-23 13:46:26,244 - mmaction - INFO - Epoch [4][1460/1712] lr: 1.000e-02, eta: 2 days, 22:48:22, time: 1.213, data_time: 0.003, memory: 5822, loss_cls: 3.7261, loss: 3.7261, grad_norm: 2.5663 2020-10-23 13:46:51,099 - mmaction - INFO - Epoch [4][1480/1712] lr: 1.000e-02, eta: 2 days, 22:45:18, time: 1.240, data_time: 0.000, memory: 5822, loss_cls: 3.6771, loss: 3.6771, grad_norm: 2.4994 2020-10-23 13:47:16,192 - mmaction - INFO - Epoch [4][1500/1712] lr: 1.000e-02, eta: 2 days, 22:42:23, time: 1.258, data_time: 0.009, memory: 5822, loss_cls: 3.7249, loss: 3.7249, grad_norm: 2.5182 2020-10-23 13:47:40,818 - mmaction - INFO - Epoch [4][1520/1712] lr: 1.000e-02, eta: 2 days, 22:39:15, time: 1.229, data_time: 0.001, memory: 5822, loss_cls: 3.7078, loss: 3.7078, grad_norm: 2.5679 2020-10-23 13:48:06,486 - mmaction - INFO - Epoch [4][1540/1712] lr: 1.000e-02, eta: 2 days, 22:36:35, time: 1.284, data_time: 0.009, memory: 5822, loss_cls: 3.7126, loss: 3.7126, grad_norm: 2.6195 2020-10-23 13:48:31,193 - mmaction - INFO - Epoch [4][1560/1712] lr: 1.000e-02, eta: 2 days, 22:33:33, time: 1.237, data_time: 0.008, memory: 5822, loss_cls: 3.7246, loss: 3.7246, grad_norm: 2.5628 2020-10-23 13:48:56,018 - mmaction - INFO - Epoch [4][1580/1712] lr: 1.000e-02, eta: 2 days, 22:30:33, time: 1.240, data_time: 0.002, memory: 5822, loss_cls: 3.7062, loss: 3.7062, grad_norm: 2.5425 2020-10-23 13:49:21,121 - mmaction - INFO - Epoch [4][1600/1712] lr: 1.000e-02, eta: 2 days, 22:27:39, time: 1.251, data_time: 0.005, memory: 5822, loss_cls: 3.7088, loss: 3.7088, grad_norm: 2.5679 2020-10-23 13:49:45,384 - mmaction - INFO - Epoch [4][1620/1712] lr: 1.000e-02, eta: 2 days, 22:24:31, time: 1.219, data_time: 0.013, memory: 5822, loss_cls: 3.7126, loss: 3.7126, grad_norm: 2.5153 2020-10-23 13:50:10,515 - mmaction - INFO - Epoch [4][1640/1712] lr: 1.000e-02, eta: 2 days, 22:21:41, time: 1.255, data_time: 0.005, memory: 5822, loss_cls: 3.7256, loss: 3.7256, grad_norm: 2.6017 2020-10-23 13:50:35,218 - mmaction - INFO - Epoch [4][1660/1712] lr: 1.000e-02, eta: 2 days, 22:18:40, time: 1.230, data_time: 0.004, memory: 5822, loss_cls: 3.6934, loss: 3.6934, grad_norm: 2.5484 2020-10-23 13:50:59,880 - mmaction - INFO - Epoch [4][1680/1712] lr: 1.000e-02, eta: 2 days, 22:15:44, time: 1.239, data_time: 0.013, memory: 5822, loss_cls: 3.6789, loss: 3.6789, grad_norm: 2.5177 2020-10-23 13:51:25,356 - mmaction - INFO - Epoch [4][1700/1712] lr: 1.000e-02, eta: 2 days, 22:13:05, time: 1.272, data_time: 0.010, memory: 5822, loss_cls: 3.6536, loss: 3.6536, grad_norm: 2.5517 2020-10-23 13:52:28,122 - mmaction - INFO - Epoch [5][20/1712] lr: 1.000e-02, eta: 2 days, 22:11:11, time: 2.325, data_time: 1.215, memory: 5822, loss_cls: 3.6618, loss: 3.6618, grad_norm: 2.5388 2020-10-23 13:52:54,516 - mmaction - INFO - Epoch [5][40/1712] lr: 1.000e-02, eta: 2 days, 22:08:56, time: 1.320, data_time: 0.002, memory: 5822, loss_cls: 3.6813, loss: 3.6813, grad_norm: 2.5114 2020-10-23 13:53:20,556 - mmaction - INFO - Epoch [5][60/1712] lr: 1.000e-02, eta: 2 days, 22:06:32, time: 1.299, data_time: 0.004, memory: 5822, loss_cls: 3.6250, loss: 3.6250, grad_norm: 2.4802 2020-10-23 13:53:43,996 - mmaction - INFO - Epoch [5][80/1712] lr: 1.000e-02, eta: 2 days, 22:03:10, time: 1.174, data_time: 0.005, memory: 5822, loss_cls: 3.6785, loss: 3.6785, grad_norm: 2.5407 2020-10-23 13:54:07,784 - mmaction - INFO - Epoch [5][100/1712] lr: 1.000e-02, eta: 2 days, 21:59:56, time: 1.190, data_time: 0.002, memory: 5822, loss_cls: 3.6021, loss: 3.6021, grad_norm: 2.5611 2020-10-23 13:54:32,775 - mmaction - INFO - Epoch [5][120/1712] lr: 1.000e-02, eta: 2 days, 21:57:11, time: 1.250, data_time: 0.006, memory: 5822, loss_cls: 3.6502, loss: 3.6502, grad_norm: 2.5320 2020-10-23 13:54:57,001 - mmaction - INFO - Epoch [5][140/1712] lr: 1.000e-02, eta: 2 days, 21:54:09, time: 1.211, data_time: 0.002, memory: 5822, loss_cls: 3.6845, loss: 3.6845, grad_norm: 2.5675 2020-10-23 13:55:22,090 - mmaction - INFO - Epoch [5][160/1712] lr: 1.000e-02, eta: 2 days, 21:51:28, time: 1.255, data_time: 0.002, memory: 5822, loss_cls: 3.6459, loss: 3.6459, grad_norm: 2.5346 2020-10-23 13:55:47,049 - mmaction - INFO - Epoch [5][180/1712] lr: 1.000e-02, eta: 2 days, 21:48:43, time: 1.243, data_time: 0.004, memory: 5822, loss_cls: 3.6606, loss: 3.6606, grad_norm: 2.5891 2020-10-23 13:56:12,014 - mmaction - INFO - Epoch [5][200/1712] lr: 1.000e-02, eta: 2 days, 21:45:58, time: 1.242, data_time: 0.007, memory: 5822, loss_cls: 3.7681, loss: 3.7681, grad_norm: 2.6134 2020-10-23 13:56:37,208 - mmaction - INFO - Epoch [5][220/1712] lr: 1.000e-02, eta: 2 days, 21:43:24, time: 1.266, data_time: 0.015, memory: 5822, loss_cls: 3.6867, loss: 3.6867, grad_norm: 2.5552 2020-10-23 13:57:01,629 - mmaction - INFO - Epoch [5][240/1712] lr: 1.000e-02, eta: 2 days, 21:40:33, time: 1.226, data_time: 0.010, memory: 5822, loss_cls: 3.6535, loss: 3.6535, grad_norm: 2.5227 2020-10-23 13:57:25,632 - mmaction - INFO - Epoch [5][260/1712] lr: 1.000e-02, eta: 2 days, 21:37:30, time: 1.198, data_time: 0.006, memory: 5822, loss_cls: 3.6675, loss: 3.6675, grad_norm: 2.5635 2020-10-23 13:57:51,137 - mmaction - INFO - Epoch [5][280/1712] lr: 1.000e-02, eta: 2 days, 21:35:05, time: 1.278, data_time: 0.003, memory: 5822, loss_cls: 3.6875, loss: 3.6875, grad_norm: 2.5993 2020-10-23 13:58:15,810 - mmaction - INFO - Epoch [5][300/1712] lr: 1.000e-02, eta: 2 days, 21:32:19, time: 1.232, data_time: 0.008, memory: 5822, loss_cls: 3.5974, loss: 3.5974, grad_norm: 2.5075 2020-10-23 13:58:39,289 - mmaction - INFO - Epoch [5][320/1712] lr: 1.000e-02, eta: 2 days, 21:29:07, time: 1.174, data_time: 0.005, memory: 5822, loss_cls: 3.6620, loss: 3.6620, grad_norm: 2.5423 2020-10-23 13:59:04,086 - mmaction - INFO - Epoch [5][340/1712] lr: 1.000e-02, eta: 2 days, 21:26:24, time: 1.233, data_time: 0.007, memory: 5822, loss_cls: 3.6085, loss: 3.6085, grad_norm: 2.6078 2020-10-23 13:59:29,521 - mmaction - INFO - Epoch [5][360/1712] lr: 1.000e-02, eta: 2 days, 21:23:56, time: 1.266, data_time: 0.009, memory: 5822, loss_cls: 3.6354, loss: 3.6354, grad_norm: 2.6196 2020-10-23 13:59:54,157 - mmaction - INFO - Epoch [5][380/1712] lr: 1.000e-02, eta: 2 days, 21:21:19, time: 1.245, data_time: 0.016, memory: 5822, loss_cls: 3.6521, loss: 3.6521, grad_norm: 2.5288 2020-10-23 14:00:18,497 - mmaction - INFO - Epoch [5][400/1712] lr: 1.000e-02, eta: 2 days, 21:18:26, time: 1.207, data_time: 0.010, memory: 5822, loss_cls: 3.6877, loss: 3.6877, grad_norm: 2.5791 2020-10-23 14:00:43,920 - mmaction - INFO - Epoch [5][420/1712] lr: 1.000e-02, eta: 2 days, 21:16:07, time: 1.281, data_time: 0.013, memory: 5822, loss_cls: 3.6960, loss: 3.6960, grad_norm: 2.5449 2020-10-23 14:01:08,672 - mmaction - INFO - Epoch [5][440/1712] lr: 1.000e-02, eta: 2 days, 21:13:26, time: 1.232, data_time: 0.003, memory: 5822, loss_cls: 3.6706, loss: 3.6706, grad_norm: 2.5650 2020-10-23 14:01:33,071 - mmaction - INFO - Epoch [5][460/1712] lr: 1.000e-02, eta: 2 days, 21:10:42, time: 1.222, data_time: 0.008, memory: 5822, loss_cls: 3.6671, loss: 3.6671, grad_norm: 2.5870 2020-10-23 14:01:57,941 - mmaction - INFO - Epoch [5][480/1712] lr: 1.000e-02, eta: 2 days, 21:08:09, time: 1.245, data_time: 0.009, memory: 5822, loss_cls: 3.6377, loss: 3.6377, grad_norm: 2.5337 2020-10-23 14:02:22,459 - mmaction - INFO - Epoch [5][500/1712] lr: 1.000e-02, eta: 2 days, 21:05:28, time: 1.227, data_time: 0.005, memory: 5822, loss_cls: 3.6359, loss: 3.6359, grad_norm: 2.6079 2020-10-23 14:02:46,760 - mmaction - INFO - Epoch [5][520/1712] lr: 1.000e-02, eta: 2 days, 21:02:40, time: 1.209, data_time: 0.009, memory: 5822, loss_cls: 3.6204, loss: 3.6204, grad_norm: 2.5147 2020-10-23 14:03:12,035 - mmaction - INFO - Epoch [5][540/1712] lr: 1.000e-02, eta: 2 days, 21:00:20, time: 1.269, data_time: 0.016, memory: 5822, loss_cls: 3.6844, loss: 3.6844, grad_norm: 2.6147 2020-10-23 14:03:37,196 - mmaction - INFO - Epoch [5][560/1712] lr: 1.000e-02, eta: 2 days, 20:57:56, time: 1.259, data_time: 0.011, memory: 5822, loss_cls: 3.6963, loss: 3.6963, grad_norm: 2.5798 2020-10-23 14:04:01,695 - mmaction - INFO - Epoch [5][580/1712] lr: 1.000e-02, eta: 2 days, 20:55:16, time: 1.222, data_time: 0.009, memory: 5822, loss_cls: 3.6722, loss: 3.6722, grad_norm: 2.5978 2020-10-23 14:04:25,647 - mmaction - INFO - Epoch [5][600/1712] lr: 1.000e-02, eta: 2 days, 20:52:26, time: 1.198, data_time: 0.006, memory: 5822, loss_cls: 3.6923, loss: 3.6923, grad_norm: 2.6022 2020-10-23 14:04:50,442 - mmaction - INFO - Epoch [5][620/1712] lr: 1.000e-02, eta: 2 days, 20:49:56, time: 1.239, data_time: 0.005, memory: 5822, loss_cls: 3.7096, loss: 3.7096, grad_norm: 2.6387 2020-10-23 14:05:14,866 - mmaction - INFO - Epoch [5][640/1712] lr: 1.000e-02, eta: 2 days, 20:47:19, time: 1.223, data_time: 0.012, memory: 5822, loss_cls: 3.6039, loss: 3.6039, grad_norm: 2.5484 2020-10-23 14:05:37,875 - mmaction - INFO - Epoch [5][660/1712] lr: 1.000e-02, eta: 2 days, 20:44:11, time: 1.151, data_time: 0.002, memory: 5822, loss_cls: 3.6619, loss: 3.6619, grad_norm: 2.5408 2020-10-23 14:06:01,405 - mmaction - INFO - Epoch [5][680/1712] lr: 1.000e-02, eta: 2 days, 20:41:14, time: 1.175, data_time: 0.002, memory: 5822, loss_cls: 3.6212, loss: 3.6212, grad_norm: 2.5366 2020-10-23 14:06:25,241 - mmaction - INFO - Epoch [5][700/1712] lr: 1.000e-02, eta: 2 days, 20:38:26, time: 1.193, data_time: 0.004, memory: 5822, loss_cls: 3.6421, loss: 3.6421, grad_norm: 2.5860 2020-10-23 14:06:49,194 - mmaction - INFO - Epoch [5][720/1712] lr: 1.000e-02, eta: 2 days, 20:35:38, time: 1.191, data_time: 0.003, memory: 5822, loss_cls: 3.6578, loss: 3.6578, grad_norm: 2.5429 2020-10-23 14:07:14,446 - mmaction - INFO - Epoch [5][740/1712] lr: 1.000e-02, eta: 2 days, 20:33:24, time: 1.268, data_time: 0.013, memory: 5822, loss_cls: 3.6585, loss: 3.6585, grad_norm: 2.6085 2020-10-23 14:07:39,418 - mmaction - INFO - Epoch [5][760/1712] lr: 1.000e-02, eta: 2 days, 20:31:02, time: 1.247, data_time: 0.005, memory: 5822, loss_cls: 3.7054, loss: 3.7054, grad_norm: 2.5839 2020-10-23 14:08:03,954 - mmaction - INFO - Epoch [5][780/1712] lr: 1.000e-02, eta: 2 days, 20:28:30, time: 1.225, data_time: 0.005, memory: 5822, loss_cls: 3.6287, loss: 3.6287, grad_norm: 2.5953 2020-10-23 14:08:28,857 - mmaction - INFO - Epoch [5][800/1712] lr: 1.000e-02, eta: 2 days, 20:26:09, time: 1.247, data_time: 0.005, memory: 5822, loss_cls: 3.7165, loss: 3.7165, grad_norm: 2.6055 2020-10-23 14:08:52,960 - mmaction - INFO - Epoch [5][820/1712] lr: 1.000e-02, eta: 2 days, 20:23:30, time: 1.204, data_time: 0.004, memory: 5822, loss_cls: 3.6554, loss: 3.6554, grad_norm: 2.5556 2020-10-23 14:09:17,529 - mmaction - INFO - Epoch [5][840/1712] lr: 1.000e-02, eta: 2 days, 20:21:02, time: 1.229, data_time: 0.009, memory: 5822, loss_cls: 3.6755, loss: 3.6755, grad_norm: 2.6138 2020-10-23 14:09:41,917 - mmaction - INFO - Epoch [5][860/1712] lr: 1.000e-02, eta: 2 days, 20:18:29, time: 1.216, data_time: 0.009, memory: 5822, loss_cls: 3.6185, loss: 3.6185, grad_norm: 2.6085 2020-10-23 14:10:06,023 - mmaction - INFO - Epoch [5][880/1712] lr: 1.000e-02, eta: 2 days, 20:15:56, time: 1.211, data_time: 0.008, memory: 5822, loss_cls: 3.5942, loss: 3.5942, grad_norm: 2.5753 2020-10-23 14:10:31,305 - mmaction - INFO - Epoch [5][900/1712] lr: 1.000e-02, eta: 2 days, 20:13:44, time: 1.264, data_time: 0.002, memory: 5822, loss_cls: 3.6556, loss: 3.6556, grad_norm: 2.5724 2020-10-23 14:10:55,960 - mmaction - INFO - Epoch [5][920/1712] lr: 1.000e-02, eta: 2 days, 20:11:19, time: 1.230, data_time: 0.006, memory: 5822, loss_cls: 3.6312, loss: 3.6312, grad_norm: 2.6287 2020-10-23 14:11:21,002 - mmaction - INFO - Epoch [5][940/1712] lr: 1.000e-02, eta: 2 days, 20:09:05, time: 1.253, data_time: 0.004, memory: 5822, loss_cls: 3.6449, loss: 3.6449, grad_norm: 2.5487 2020-10-23 14:11:46,224 - mmaction - INFO - Epoch [5][960/1712] lr: 1.000e-02, eta: 2 days, 20:06:52, time: 1.255, data_time: 0.008, memory: 5822, loss_cls: 3.6418, loss: 3.6418, grad_norm: 2.6417 2020-10-23 14:12:11,002 - mmaction - INFO - Epoch [5][980/1712] lr: 1.000e-02, eta: 2 days, 20:04:35, time: 1.246, data_time: 0.010, memory: 5822, loss_cls: 3.6642, loss: 3.6642, grad_norm: 2.5722 2020-10-23 14:12:35,842 - mmaction - INFO - Epoch [5][1000/1712] lr: 1.000e-02, eta: 2 days, 20:02:18, time: 1.242, data_time: 0.004, memory: 5822, loss_cls: 3.6676, loss: 3.6676, grad_norm: 2.5874 2020-10-23 14:12:59,655 - mmaction - INFO - Epoch [5][1020/1712] lr: 1.000e-02, eta: 2 days, 19:59:39, time: 1.189, data_time: 0.011, memory: 5822, loss_cls: 3.6645, loss: 3.6645, grad_norm: 2.6200 2020-10-23 14:13:24,478 - mmaction - INFO - Epoch [5][1040/1712] lr: 1.000e-02, eta: 2 days, 19:57:19, time: 1.233, data_time: 0.005, memory: 5822, loss_cls: 3.5974, loss: 3.5974, grad_norm: 2.5254 2020-10-23 14:13:49,171 - mmaction - INFO - Epoch [5][1060/1712] lr: 1.000e-02, eta: 2 days, 19:55:05, time: 1.246, data_time: 0.017, memory: 5822, loss_cls: 3.5883, loss: 3.5883, grad_norm: 2.5765 2020-10-23 14:14:14,152 - mmaction - INFO - Epoch [5][1080/1712] lr: 1.000e-02, eta: 2 days, 19:52:53, time: 1.249, data_time: 0.009, memory: 5822, loss_cls: 3.6357, loss: 3.6357, grad_norm: 2.5903 2020-10-23 14:14:39,275 - mmaction - INFO - Epoch [5][1100/1712] lr: 1.000e-02, eta: 2 days, 19:50:42, time: 1.252, data_time: 0.004, memory: 5822, loss_cls: 3.5878, loss: 3.5878, grad_norm: 2.6071 2020-10-23 14:15:02,509 - mmaction - INFO - Epoch [5][1120/1712] lr: 1.000e-02, eta: 2 days, 19:47:56, time: 1.164, data_time: 0.007, memory: 5822, loss_cls: 3.6588, loss: 3.6588, grad_norm: 2.5550 2020-10-23 14:15:26,846 - mmaction - INFO - Epoch [5][1140/1712] lr: 1.000e-02, eta: 2 days, 19:45:31, time: 1.212, data_time: 0.002, memory: 5822, loss_cls: 3.6315, loss: 3.6315, grad_norm: 2.6059 2020-10-23 14:15:52,103 - mmaction - INFO - Epoch [5][1160/1712] lr: 1.000e-02, eta: 2 days, 19:43:29, time: 1.269, data_time: 0.019, memory: 5822, loss_cls: 3.6258, loss: 3.6258, grad_norm: 2.5809 2020-10-23 14:16:16,336 - mmaction - INFO - Epoch [5][1180/1712] lr: 1.000e-02, eta: 2 days, 19:41:02, time: 1.206, data_time: 0.004, memory: 5822, loss_cls: 3.6030, loss: 3.6030, grad_norm: 2.5712 2020-10-23 14:16:40,329 - mmaction - INFO - Epoch [5][1200/1712] lr: 1.000e-02, eta: 2 days, 19:38:32, time: 1.197, data_time: 0.007, memory: 5822, loss_cls: 3.6695, loss: 3.6695, grad_norm: 2.6304 2020-10-23 14:17:03,802 - mmaction - INFO - Epoch [5][1220/1712] lr: 1.000e-02, eta: 2 days, 19:35:56, time: 1.180, data_time: 0.020, memory: 5822, loss_cls: 3.6278, loss: 3.6278, grad_norm: 2.5895 2020-10-23 14:17:28,881 - mmaction - INFO - Epoch [5][1240/1712] lr: 1.000e-02, eta: 2 days, 19:33:51, time: 1.256, data_time: 0.004, memory: 5822, loss_cls: 3.6132, loss: 3.6132, grad_norm: 2.6353 2020-10-23 14:17:53,803 - mmaction - INFO - Epoch [5][1260/1712] lr: 1.000e-02, eta: 2 days, 19:31:41, time: 1.244, data_time: 0.008, memory: 5822, loss_cls: 3.6781, loss: 3.6781, grad_norm: 2.6227 2020-10-23 14:18:18,838 - mmaction - INFO - Epoch [5][1280/1712] lr: 1.000e-02, eta: 2 days, 19:29:37, time: 1.254, data_time: 0.013, memory: 5822, loss_cls: 3.7020, loss: 3.7020, grad_norm: 2.6262 2020-10-23 14:18:43,211 - mmaction - INFO - Epoch [5][1300/1712] lr: 1.000e-02, eta: 2 days, 19:27:14, time: 1.209, data_time: 0.003, memory: 5822, loss_cls: 3.6389, loss: 3.6389, grad_norm: 2.5992 2020-10-23 14:19:07,666 - mmaction - INFO - Epoch [5][1320/1712] lr: 1.000e-02, eta: 2 days, 19:25:02, time: 1.232, data_time: 0.018, memory: 5822, loss_cls: 3.6755, loss: 3.6755, grad_norm: 2.6205 2020-10-23 14:19:31,581 - mmaction - INFO - Epoch [5][1340/1712] lr: 1.000e-02, eta: 2 days, 19:22:36, time: 1.197, data_time: 0.003, memory: 5822, loss_cls: 3.5945, loss: 3.5945, grad_norm: 2.6642 2020-10-23 14:19:56,362 - mmaction - INFO - Epoch [5][1360/1712] lr: 1.000e-02, eta: 2 days, 19:20:27, time: 1.238, data_time: 0.008, memory: 5822, loss_cls: 3.6857, loss: 3.6857, grad_norm: 2.6430 2020-10-23 14:20:20,668 - mmaction - INFO - Epoch [5][1380/1712] lr: 1.000e-02, eta: 2 days, 19:18:09, time: 1.215, data_time: 0.003, memory: 5822, loss_cls: 3.6481, loss: 3.6481, grad_norm: 2.6155 2020-10-23 14:20:46,008 - mmaction - INFO - Epoch [5][1400/1712] lr: 1.000e-02, eta: 2 days, 19:16:12, time: 1.266, data_time: 0.004, memory: 5822, loss_cls: 3.6884, loss: 3.6884, grad_norm: 2.6353 2020-10-23 14:21:10,174 - mmaction - INFO - Epoch [5][1420/1712] lr: 1.000e-02, eta: 2 days, 19:13:52, time: 1.208, data_time: 0.014, memory: 5822, loss_cls: 3.6276, loss: 3.6276, grad_norm: 2.6851 2020-10-23 14:21:34,156 - mmaction - INFO - Epoch [5][1440/1712] lr: 1.000e-02, eta: 2 days, 19:11:31, time: 1.203, data_time: 0.006, memory: 5822, loss_cls: 3.5576, loss: 3.5576, grad_norm: 2.5198 2020-10-23 14:21:58,356 - mmaction - INFO - Epoch [5][1460/1712] lr: 1.000e-02, eta: 2 days, 19:09:12, time: 1.206, data_time: 0.005, memory: 5822, loss_cls: 3.5446, loss: 3.5446, grad_norm: 2.5391 2020-10-23 14:22:22,854 - mmaction - INFO - Epoch [5][1480/1712] lr: 1.000e-02, eta: 2 days, 19:07:00, time: 1.222, data_time: 0.005, memory: 5822, loss_cls: 3.6286, loss: 3.6286, grad_norm: 2.6174 2020-10-23 14:22:46,954 - mmaction - INFO - Epoch [5][1500/1712] lr: 1.000e-02, eta: 2 days, 19:04:40, time: 1.201, data_time: 0.010, memory: 5822, loss_cls: 3.6099, loss: 3.6099, grad_norm: 2.6082 2020-10-23 14:23:12,403 - mmaction - INFO - Epoch [5][1520/1712] lr: 1.000e-02, eta: 2 days, 19:02:53, time: 1.284, data_time: 0.021, memory: 5822, loss_cls: 3.5912, loss: 3.5912, grad_norm: 2.5569 2020-10-23 14:23:36,353 - mmaction - INFO - Epoch [5][1540/1712] lr: 1.000e-02, eta: 2 days, 19:00:33, time: 1.197, data_time: 0.007, memory: 5822, loss_cls: 3.6548, loss: 3.6548, grad_norm: 2.6060 2020-10-23 14:23:59,695 - mmaction - INFO - Epoch [5][1560/1712] lr: 1.000e-02, eta: 2 days, 18:58:01, time: 1.167, data_time: 0.002, memory: 5822, loss_cls: 3.6754, loss: 3.6754, grad_norm: 2.6315 2020-10-23 14:24:23,917 - mmaction - INFO - Epoch [5][1580/1712] lr: 1.000e-02, eta: 2 days, 18:55:47, time: 1.210, data_time: 0.001, memory: 5822, loss_cls: 3.6795, loss: 3.6795, grad_norm: 2.6310 2020-10-23 14:24:48,042 - mmaction - INFO - Epoch [5][1600/1712] lr: 1.000e-02, eta: 2 days, 18:53:32, time: 1.207, data_time: 0.002, memory: 5822, loss_cls: 3.6740, loss: 3.6740, grad_norm: 2.6057 2020-10-23 14:25:11,754 - mmaction - INFO - Epoch [5][1620/1712] lr: 1.000e-02, eta: 2 days, 18:51:08, time: 1.182, data_time: 0.005, memory: 5822, loss_cls: 3.5935, loss: 3.5935, grad_norm: 2.6146 2020-10-23 14:25:36,570 - mmaction - INFO - Epoch [5][1640/1712] lr: 1.000e-02, eta: 2 days, 18:49:07, time: 1.241, data_time: 0.009, memory: 5822, loss_cls: 3.6181, loss: 3.6181, grad_norm: 2.5890 2020-10-23 14:26:01,581 - mmaction - INFO - Epoch [5][1660/1712] lr: 1.000e-02, eta: 2 days, 18:47:12, time: 1.254, data_time: 0.010, memory: 5822, loss_cls: 3.6116, loss: 3.6116, grad_norm: 2.5699 2020-10-23 14:26:26,249 - mmaction - INFO - Epoch [5][1680/1712] lr: 1.000e-02, eta: 2 days, 18:45:08, time: 1.230, data_time: 0.004, memory: 5822, loss_cls: 3.6442, loss: 3.6442, grad_norm: 2.5854 2020-10-23 14:26:51,439 - mmaction - INFO - Epoch [5][1700/1712] lr: 1.000e-02, eta: 2 days, 18:43:16, time: 1.262, data_time: 0.008, memory: 5822, loss_cls: 3.6396, loss: 3.6396, grad_norm: 2.5849 2020-10-23 14:27:06,678 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-23 14:30:17,405 - mmaction - INFO - Epoch [6][20/1712] lr: 1.000e-02, eta: 2 days, 18:38:09, time: 1.677, data_time: 1.108, memory: 5822, loss_cls: 3.6246, loss: 3.6246, grad_norm: 2.6232 2020-10-23 14:30:41,304 - mmaction - INFO - Epoch [6][40/1712] lr: 1.000e-02, eta: 2 days, 18:35:54, time: 1.196, data_time: 0.566, memory: 5822, loss_cls: 3.6447, loss: 3.6447, grad_norm: 2.6286 2020-10-23 14:31:05,627 - mmaction - INFO - Epoch [6][60/1712] lr: 1.000e-02, eta: 2 days, 18:33:47, time: 1.216, data_time: 0.635, memory: 5822, loss_cls: 3.5548, loss: 3.5548, grad_norm: 2.5671 2020-10-23 14:31:31,238 - mmaction - INFO - Epoch [6][80/1712] lr: 1.000e-02, eta: 2 days, 18:32:04, time: 1.279, data_time: 0.426, memory: 5822, loss_cls: 3.6199, loss: 3.6199, grad_norm: 2.6001 2020-10-23 14:31:56,428 - mmaction - INFO - Epoch [6][100/1712] lr: 1.000e-02, eta: 2 days, 18:30:15, time: 1.261, data_time: 0.282, memory: 5822, loss_cls: 3.6437, loss: 3.6437, grad_norm: 2.6130 2020-10-23 14:32:21,855 - mmaction - INFO - Epoch [6][120/1712] lr: 1.000e-02, eta: 2 days, 18:28:30, time: 1.271, data_time: 0.130, memory: 5822, loss_cls: 3.5971, loss: 3.5971, grad_norm: 2.6214 2020-10-23 14:32:48,265 - mmaction - INFO - Epoch [6][140/1712] lr: 1.000e-02, eta: 2 days, 18:27:01, time: 1.312, data_time: 0.135, memory: 5822, loss_cls: 3.5963, loss: 3.5963, grad_norm: 2.6239 2020-10-23 14:33:11,906 - mmaction - INFO - Epoch [6][160/1712] lr: 1.000e-02, eta: 2 days, 18:24:46, time: 1.190, data_time: 0.015, memory: 5822, loss_cls: 3.6248, loss: 3.6248, grad_norm: 2.5971 2020-10-23 14:33:37,281 - mmaction - INFO - Epoch [6][180/1712] lr: 1.000e-02, eta: 2 days, 18:22:58, time: 1.259, data_time: 0.002, memory: 5822, loss_cls: 3.5953, loss: 3.5953, grad_norm: 2.5656 2020-10-23 14:34:01,656 - mmaction - INFO - Epoch [6][200/1712] lr: 1.000e-02, eta: 2 days, 18:20:57, time: 1.225, data_time: 0.024, memory: 5822, loss_cls: 3.6437, loss: 3.6437, grad_norm: 2.5957 2020-10-23 14:34:26,864 - mmaction - INFO - Epoch [6][220/1712] lr: 1.000e-02, eta: 2 days, 18:19:11, time: 1.263, data_time: 0.006, memory: 5822, loss_cls: 3.6017, loss: 3.6017, grad_norm: 2.5835 2020-10-23 14:34:51,640 - mmaction - INFO - Epoch [6][240/1712] lr: 1.000e-02, eta: 2 days, 18:17:11, time: 1.226, data_time: 0.007, memory: 5822, loss_cls: 3.5712, loss: 3.5712, grad_norm: 2.5626 2020-10-23 14:35:14,537 - mmaction - INFO - Epoch [6][260/1712] lr: 1.000e-02, eta: 2 days, 18:14:48, time: 1.159, data_time: 0.022, memory: 5822, loss_cls: 3.6031, loss: 3.6031, grad_norm: 2.6120 2020-10-23 14:35:38,449 - mmaction - INFO - Epoch [6][280/1712] lr: 1.000e-02, eta: 2 days, 18:12:38, time: 1.195, data_time: 0.002, memory: 5822, loss_cls: 3.6041, loss: 3.6041, grad_norm: 2.6019 2020-10-23 14:36:04,077 - mmaction - INFO - Epoch [6][300/1712] lr: 1.000e-02, eta: 2 days, 18:11:00, time: 1.282, data_time: 0.007, memory: 5822, loss_cls: 3.5356, loss: 3.5356, grad_norm: 2.6019 2020-10-23 14:36:28,341 - mmaction - INFO - Epoch [6][320/1712] lr: 1.000e-02, eta: 2 days, 18:08:58, time: 1.213, data_time: 0.008, memory: 5822, loss_cls: 3.6128, loss: 3.6128, grad_norm: 2.6241 2020-10-23 14:36:52,558 - mmaction - INFO - Epoch [6][340/1712] lr: 1.000e-02, eta: 2 days, 18:06:53, time: 1.204, data_time: 0.001, memory: 5822, loss_cls: 3.5616, loss: 3.5616, grad_norm: 2.6046 2020-10-23 14:37:16,596 - mmaction - INFO - Epoch [6][360/1712] lr: 1.000e-02, eta: 2 days, 18:04:49, time: 1.207, data_time: 0.017, memory: 5822, loss_cls: 3.6196, loss: 3.6196, grad_norm: 2.6036 2020-10-23 14:37:41,763 - mmaction - INFO - Epoch [6][380/1712] lr: 1.000e-02, eta: 2 days, 18:03:05, time: 1.259, data_time: 0.008, memory: 5822, loss_cls: 3.6235, loss: 3.6235, grad_norm: 2.5798 2020-10-23 14:38:06,460 - mmaction - INFO - Epoch [6][400/1712] lr: 1.000e-02, eta: 2 days, 18:01:11, time: 1.232, data_time: 0.007, memory: 5822, loss_cls: 3.6330, loss: 3.6330, grad_norm: 2.6128 2020-10-23 14:38:31,074 - mmaction - INFO - Epoch [6][420/1712] lr: 1.000e-02, eta: 2 days, 17:59:18, time: 1.234, data_time: 0.007, memory: 5822, loss_cls: 3.5744, loss: 3.5744, grad_norm: 2.5943 2020-10-23 14:38:55,715 - mmaction - INFO - Epoch [6][440/1712] lr: 1.000e-02, eta: 2 days, 17:57:25, time: 1.232, data_time: 0.002, memory: 5822, loss_cls: 3.5960, loss: 3.5960, grad_norm: 2.6740 2020-10-23 14:39:20,583 - mmaction - INFO - Epoch [6][460/1712] lr: 1.000e-02, eta: 2 days, 17:55:36, time: 1.243, data_time: 0.005, memory: 5822, loss_cls: 3.6638, loss: 3.6638, grad_norm: 2.6612 2020-10-23 14:39:44,684 - mmaction - INFO - Epoch [6][480/1712] lr: 1.000e-02, eta: 2 days, 17:53:32, time: 1.200, data_time: 0.008, memory: 5822, loss_cls: 3.5767, loss: 3.5767, grad_norm: 2.5846 2020-10-23 14:40:09,010 - mmaction - INFO - Epoch [6][500/1712] lr: 1.000e-02, eta: 2 days, 17:51:37, time: 1.221, data_time: 0.007, memory: 5822, loss_cls: 3.6608, loss: 3.6608, grad_norm: 2.7133 2020-10-23 14:40:34,729 - mmaction - INFO - Epoch [6][520/1712] lr: 1.000e-02, eta: 2 days, 17:50:04, time: 1.283, data_time: 0.008, memory: 5822, loss_cls: 3.5766, loss: 3.5766, grad_norm: 2.5842 2020-10-23 14:40:58,791 - mmaction - INFO - Epoch [6][540/1712] lr: 1.000e-02, eta: 2 days, 17:48:02, time: 1.202, data_time: 0.011, memory: 5822, loss_cls: 3.6005, loss: 3.6005, grad_norm: 2.6351 2020-10-23 14:41:22,405 - mmaction - INFO - Epoch [6][560/1712] lr: 1.000e-02, eta: 2 days, 17:45:54, time: 1.185, data_time: 0.005, memory: 5822, loss_cls: 3.6345, loss: 3.6345, grad_norm: 2.5984 2020-10-23 14:41:46,667 - mmaction - INFO - Epoch [6][580/1712] lr: 1.000e-02, eta: 2 days, 17:43:56, time: 1.211, data_time: 0.003, memory: 5822, loss_cls: 3.5506, loss: 3.5506, grad_norm: 2.6097 2020-10-23 14:42:10,701 - mmaction - INFO - Epoch [6][600/1712] lr: 1.000e-02, eta: 2 days, 17:41:57, time: 1.204, data_time: 0.006, memory: 5822, loss_cls: 3.5938, loss: 3.5938, grad_norm: 2.6232 2020-10-23 14:42:35,314 - mmaction - INFO - Epoch [6][620/1712] lr: 1.000e-02, eta: 2 days, 17:40:06, time: 1.229, data_time: 0.003, memory: 5822, loss_cls: 3.6097, loss: 3.6097, grad_norm: 2.6267 2020-10-23 14:42:58,415 - mmaction - INFO - Epoch [6][640/1712] lr: 1.000e-02, eta: 2 days, 17:37:50, time: 1.156, data_time: 0.005, memory: 5822, loss_cls: 3.6456, loss: 3.6456, grad_norm: 2.6247 2020-10-23 14:43:22,462 - mmaction - INFO - Epoch [6][660/1712] lr: 1.000e-02, eta: 2 days, 17:35:49, time: 1.198, data_time: 0.004, memory: 5822, loss_cls: 3.6264, loss: 3.6264, grad_norm: 2.5979 2020-10-23 14:43:46,771 - mmaction - INFO - Epoch [6][680/1712] lr: 1.000e-02, eta: 2 days, 17:33:56, time: 1.218, data_time: 0.006, memory: 5822, loss_cls: 3.5494, loss: 3.5494, grad_norm: 2.6356 2020-10-23 14:44:11,632 - mmaction - INFO - Epoch [6][700/1712] lr: 1.000e-02, eta: 2 days, 17:32:12, time: 1.243, data_time: 0.004, memory: 5822, loss_cls: 3.6358, loss: 3.6358, grad_norm: 2.6241 2020-10-23 14:44:35,433 - mmaction - INFO - Epoch [6][720/1712] lr: 1.000e-02, eta: 2 days, 17:30:09, time: 1.189, data_time: 0.012, memory: 5822, loss_cls: 3.5963, loss: 3.5963, grad_norm: 2.5854 2020-10-23 14:45:00,238 - mmaction - INFO - Epoch [6][740/1712] lr: 1.000e-02, eta: 2 days, 17:28:25, time: 1.241, data_time: 0.009, memory: 5822, loss_cls: 3.6428, loss: 3.6428, grad_norm: 2.6176 2020-10-23 14:45:24,285 - mmaction - INFO - Epoch [6][760/1712] lr: 1.000e-02, eta: 2 days, 17:26:27, time: 1.198, data_time: 0.007, memory: 5822, loss_cls: 3.6205, loss: 3.6205, grad_norm: 2.6176 2020-10-23 14:45:49,122 - mmaction - INFO - Epoch [6][780/1712] lr: 1.000e-02, eta: 2 days, 17:24:46, time: 1.248, data_time: 0.010, memory: 5822, loss_cls: 3.6480, loss: 3.6480, grad_norm: 2.6268 2020-10-23 14:46:13,607 - mmaction - INFO - Epoch [6][800/1712] lr: 1.000e-02, eta: 2 days, 17:22:56, time: 1.221, data_time: 0.002, memory: 5822, loss_cls: 3.5966, loss: 3.5966, grad_norm: 2.5792 2020-10-23 14:46:37,359 - mmaction - INFO - Epoch [6][820/1712] lr: 1.000e-02, eta: 2 days, 17:20:56, time: 1.191, data_time: 0.006, memory: 5822, loss_cls: 3.6006, loss: 3.6006, grad_norm: 2.7029 2020-10-23 14:47:00,828 - mmaction - INFO - Epoch [6][840/1712] lr: 1.000e-02, eta: 2 days, 17:18:50, time: 1.174, data_time: 0.002, memory: 5822, loss_cls: 3.6079, loss: 3.6079, grad_norm: 2.6571 2020-10-23 14:47:25,318 - mmaction - INFO - Epoch [6][860/1712] lr: 1.000e-02, eta: 2 days, 17:17:03, time: 1.225, data_time: 0.001, memory: 5822, loss_cls: 3.5537, loss: 3.5537, grad_norm: 2.6068 2020-10-23 14:47:50,125 - mmaction - INFO - Epoch [6][880/1712] lr: 1.000e-02, eta: 2 days, 17:15:21, time: 1.240, data_time: 0.001, memory: 5822, loss_cls: 3.5930, loss: 3.5930, grad_norm: 2.5946 2020-10-23 14:48:15,503 - mmaction - INFO - Epoch [6][900/1712] lr: 1.000e-02, eta: 2 days, 17:13:49, time: 1.269, data_time: 0.005, memory: 5822, loss_cls: 3.6604, loss: 3.6604, grad_norm: 2.6575 2020-10-23 14:48:40,174 - mmaction - INFO - Epoch [6][920/1712] lr: 1.000e-02, eta: 2 days, 17:12:05, time: 1.234, data_time: 0.002, memory: 5822, loss_cls: 3.5948, loss: 3.5948, grad_norm: 2.5984 2020-10-23 14:49:05,751 - mmaction - INFO - Epoch [6][940/1712] lr: 1.000e-02, eta: 2 days, 17:10:38, time: 1.280, data_time: 0.004, memory: 5822, loss_cls: 3.5717, loss: 3.5717, grad_norm: 2.6029 2020-10-23 14:49:30,557 - mmaction - INFO - Epoch [6][960/1712] lr: 1.000e-02, eta: 2 days, 17:08:57, time: 1.239, data_time: 0.001, memory: 5822, loss_cls: 3.6063, loss: 3.6063, grad_norm: 2.6066 2020-10-23 14:49:55,789 - mmaction - INFO - Epoch [6][980/1712] lr: 1.000e-02, eta: 2 days, 17:07:24, time: 1.263, data_time: 0.003, memory: 5822, loss_cls: 3.6045, loss: 3.6045, grad_norm: 2.6347 2020-10-23 14:50:20,081 - mmaction - INFO - Epoch [6][1000/1712] lr: 1.000e-02, eta: 2 days, 17:05:35, time: 1.212, data_time: 0.003, memory: 5822, loss_cls: 3.6015, loss: 3.6015, grad_norm: 2.6347 2020-10-23 14:50:45,251 - mmaction - INFO - Epoch [6][1020/1712] lr: 1.000e-02, eta: 2 days, 17:04:02, time: 1.261, data_time: 0.004, memory: 5822, loss_cls: 3.6213, loss: 3.6213, grad_norm: 2.6481 2020-10-23 14:51:10,102 - mmaction - INFO - Epoch [6][1040/1712] lr: 1.000e-02, eta: 2 days, 17:02:23, time: 1.241, data_time: 0.003, memory: 5822, loss_cls: 3.6158, loss: 3.6158, grad_norm: 2.6338 2020-10-23 14:51:35,625 - mmaction - INFO - Epoch [6][1060/1712] lr: 1.000e-02, eta: 2 days, 17:00:56, time: 1.277, data_time: 0.006, memory: 5822, loss_cls: 3.6110, loss: 3.6110, grad_norm: 2.6474 2020-10-23 14:51:59,139 - mmaction - INFO - Epoch [6][1080/1712] lr: 1.000e-02, eta: 2 days, 16:58:55, time: 1.173, data_time: 0.009, memory: 5822, loss_cls: 3.5835, loss: 3.5835, grad_norm: 2.6478 2020-10-23 14:52:23,887 - mmaction - INFO - Epoch [6][1100/1712] lr: 1.000e-02, eta: 2 days, 16:57:15, time: 1.235, data_time: 0.004, memory: 5822, loss_cls: 3.5550, loss: 3.5550, grad_norm: 2.6363 2020-10-23 14:52:48,084 - mmaction - INFO - Epoch [6][1120/1712] lr: 1.000e-02, eta: 2 days, 16:55:28, time: 1.214, data_time: 0.011, memory: 5822, loss_cls: 3.6156, loss: 3.6156, grad_norm: 2.6286 2020-10-23 14:53:12,648 - mmaction - INFO - Epoch [6][1140/1712] lr: 1.000e-02, eta: 2 days, 16:53:45, time: 1.225, data_time: 0.004, memory: 5822, loss_cls: 3.5526, loss: 3.5526, grad_norm: 2.5942 2020-10-23 14:53:36,785 - mmaction - INFO - Epoch [6][1160/1712] lr: 1.000e-02, eta: 2 days, 16:51:58, time: 1.210, data_time: 0.010, memory: 5822, loss_cls: 3.6297, loss: 3.6297, grad_norm: 2.6014 2020-10-23 14:54:01,384 - mmaction - INFO - Epoch [6][1180/1712] lr: 1.000e-02, eta: 2 days, 16:50:15, time: 1.223, data_time: 0.004, memory: 5822, loss_cls: 3.5545, loss: 3.5545, grad_norm: 2.6093 2020-10-23 14:54:25,896 - mmaction - INFO - Epoch [6][1200/1712] lr: 1.000e-02, eta: 2 days, 16:48:34, time: 1.228, data_time: 0.009, memory: 5822, loss_cls: 3.5832, loss: 3.5832, grad_norm: 2.6130 2020-10-23 14:54:50,435 - mmaction - INFO - Epoch [6][1220/1712] lr: 1.000e-02, eta: 2 days, 16:46:55, time: 1.232, data_time: 0.014, memory: 5822, loss_cls: 3.5837, loss: 3.5837, grad_norm: 2.6175 2020-10-23 14:55:14,437 - mmaction - INFO - Epoch [6][1240/1712] lr: 1.000e-02, eta: 2 days, 16:45:05, time: 1.199, data_time: 0.001, memory: 5822, loss_cls: 3.5760, loss: 3.5760, grad_norm: 2.6277 2020-10-23 14:55:38,014 - mmaction - INFO - Epoch [6][1260/1712] lr: 1.000e-02, eta: 2 days, 16:43:09, time: 1.179, data_time: 0.002, memory: 5822, loss_cls: 3.5695, loss: 3.5695, grad_norm: 2.6106 2020-10-23 14:56:02,117 - mmaction - INFO - Epoch [6][1280/1712] lr: 1.000e-02, eta: 2 days, 16:41:21, time: 1.203, data_time: 0.001, memory: 5822, loss_cls: 3.5641, loss: 3.5641, grad_norm: 2.5795 2020-10-23 14:56:26,583 - mmaction - INFO - Epoch [6][1300/1712] lr: 1.000e-02, eta: 2 days, 16:39:41, time: 1.224, data_time: 0.004, memory: 5822, loss_cls: 3.5280, loss: 3.5280, grad_norm: 2.6142 2020-10-23 14:56:50,910 - mmaction - INFO - Epoch [6][1320/1712] lr: 1.000e-02, eta: 2 days, 16:37:57, time: 1.213, data_time: 0.003, memory: 5822, loss_cls: 3.6278, loss: 3.6278, grad_norm: 2.6298 2020-10-23 14:57:14,979 - mmaction - INFO - Epoch [6][1340/1712] lr: 1.000e-02, eta: 2 days, 16:36:11, time: 1.206, data_time: 0.009, memory: 5822, loss_cls: 3.5373, loss: 3.5373, grad_norm: 2.5773 2020-10-23 14:57:38,866 - mmaction - INFO - Epoch [6][1360/1712] lr: 1.000e-02, eta: 2 days, 16:34:22, time: 1.194, data_time: 0.008, memory: 5822, loss_cls: 3.6045, loss: 3.6045, grad_norm: 2.6529 2020-10-23 14:58:03,104 - mmaction - INFO - Epoch [6][1380/1712] lr: 1.000e-02, eta: 2 days, 16:32:39, time: 1.213, data_time: 0.002, memory: 5822, loss_cls: 3.5906, loss: 3.5906, grad_norm: 2.6243 2020-10-23 14:58:28,684 - mmaction - INFO - Epoch [6][1400/1712] lr: 1.000e-02, eta: 2 days, 16:31:16, time: 1.275, data_time: 0.001, memory: 5822, loss_cls: 3.5419, loss: 3.5419, grad_norm: 2.5595 2020-10-23 14:58:52,540 - mmaction - INFO - Epoch [6][1420/1712] lr: 1.000e-02, eta: 2 days, 16:29:29, time: 1.197, data_time: 0.006, memory: 5822, loss_cls: 3.5418, loss: 3.5418, grad_norm: 2.5795 2020-10-23 14:59:17,106 - mmaction - INFO - Epoch [6][1440/1712] lr: 1.000e-02, eta: 2 days, 16:27:51, time: 1.227, data_time: 0.003, memory: 5822, loss_cls: 3.5995, loss: 3.5995, grad_norm: 2.6079 2020-10-23 14:59:41,938 - mmaction - INFO - Epoch [6][1460/1712] lr: 1.000e-02, eta: 2 days, 16:26:19, time: 1.242, data_time: 0.008, memory: 5822, loss_cls: 3.6173, loss: 3.6173, grad_norm: 2.6591 2020-10-23 15:00:05,468 - mmaction - INFO - Epoch [6][1480/1712] lr: 1.000e-02, eta: 2 days, 16:24:26, time: 1.176, data_time: 0.004, memory: 5822, loss_cls: 3.5144, loss: 3.5144, grad_norm: 2.5990 2020-10-23 15:00:30,116 - mmaction - INFO - Epoch [6][1500/1712] lr: 1.000e-02, eta: 2 days, 16:22:51, time: 1.234, data_time: 0.006, memory: 5822, loss_cls: 3.5678, loss: 3.5678, grad_norm: 2.6402 2020-10-23 15:00:55,054 - mmaction - INFO - Epoch [6][1520/1712] lr: 1.000e-02, eta: 2 days, 16:21:21, time: 1.247, data_time: 0.003, memory: 5822, loss_cls: 3.5959, loss: 3.5959, grad_norm: 2.6396 2020-10-23 15:01:20,268 - mmaction - INFO - Epoch [6][1540/1712] lr: 1.000e-02, eta: 2 days, 16:19:56, time: 1.260, data_time: 0.005, memory: 5822, loss_cls: 3.6084, loss: 3.6084, grad_norm: 2.6548 2020-10-23 15:01:44,846 - mmaction - INFO - Epoch [6][1560/1712] lr: 1.000e-02, eta: 2 days, 16:18:21, time: 1.230, data_time: 0.003, memory: 5822, loss_cls: 3.5915, loss: 3.5915, grad_norm: 2.6572 2020-10-23 15:02:08,629 - mmaction - INFO - Epoch [6][1580/1712] lr: 1.000e-02, eta: 2 days, 16:16:33, time: 1.189, data_time: 0.003, memory: 5822, loss_cls: 3.6002, loss: 3.6002, grad_norm: 2.6489 2020-10-23 15:02:32,489 - mmaction - INFO - Epoch [6][1600/1712] lr: 1.000e-02, eta: 2 days, 16:14:47, time: 1.193, data_time: 0.002, memory: 5822, loss_cls: 3.5866, loss: 3.5866, grad_norm: 2.6398 2020-10-23 15:02:57,743 - mmaction - INFO - Epoch [6][1620/1712] lr: 1.000e-02, eta: 2 days, 16:13:23, time: 1.261, data_time: 0.005, memory: 5822, loss_cls: 3.6119, loss: 3.6119, grad_norm: 2.6014 2020-10-23 15:03:22,966 - mmaction - INFO - Epoch [6][1640/1712] lr: 1.000e-02, eta: 2 days, 16:11:59, time: 1.260, data_time: 0.003, memory: 5822, loss_cls: 3.5342, loss: 3.5342, grad_norm: 2.6309 2020-10-23 15:03:48,109 - mmaction - INFO - Epoch [6][1660/1712] lr: 1.000e-02, eta: 2 days, 16:10:34, time: 1.257, data_time: 0.007, memory: 5822, loss_cls: 3.5903, loss: 3.5903, grad_norm: 2.6588 2020-10-23 15:04:13,083 - mmaction - INFO - Epoch [6][1680/1712] lr: 1.000e-02, eta: 2 days, 16:09:07, time: 1.251, data_time: 0.006, memory: 5822, loss_cls: 3.6209, loss: 3.6209, grad_norm: 2.6319 2020-10-23 15:04:38,470 - mmaction - INFO - Epoch [6][1700/1712] lr: 1.000e-02, eta: 2 days, 16:07:46, time: 1.268, data_time: 0.004, memory: 5822, loss_cls: 3.5990, loss: 3.5990, grad_norm: 2.6135 2020-10-23 15:05:38,229 - mmaction - INFO - Epoch [7][20/1712] lr: 1.000e-02, eta: 2 days, 16:06:26, time: 2.185, data_time: 1.327, memory: 5822, loss_cls: 3.5765, loss: 3.5765, grad_norm: 2.5929 2020-10-23 15:06:04,257 - mmaction - INFO - Epoch [7][40/1712] lr: 1.000e-02, eta: 2 days, 16:05:17, time: 1.305, data_time: 0.332, memory: 5822, loss_cls: 3.4703, loss: 3.4703, grad_norm: 2.5759 2020-10-23 15:06:29,317 - mmaction - INFO - Epoch [7][60/1712] lr: 1.000e-02, eta: 2 days, 16:03:52, time: 1.253, data_time: 0.093, memory: 5822, loss_cls: 3.5411, loss: 3.5411, grad_norm: 2.6448 2020-10-23 15:06:55,676 - mmaction - INFO - Epoch [7][80/1712] lr: 1.000e-02, eta: 2 days, 16:02:47, time: 1.316, data_time: 0.156, memory: 5822, loss_cls: 3.5637, loss: 3.5637, grad_norm: 2.5578 2020-10-23 15:07:18,532 - mmaction - INFO - Epoch [7][100/1712] lr: 1.000e-02, eta: 2 days, 16:00:48, time: 1.143, data_time: 0.002, memory: 5822, loss_cls: 3.5424, loss: 3.5424, grad_norm: 2.5825 2020-10-23 15:07:43,369 - mmaction - INFO - Epoch [7][120/1712] lr: 1.000e-02, eta: 2 days, 15:59:19, time: 1.238, data_time: 0.004, memory: 5822, loss_cls: 3.6456, loss: 3.6456, grad_norm: 2.7219 2020-10-23 15:08:08,488 - mmaction - INFO - Epoch [7][140/1712] lr: 1.000e-02, eta: 2 days, 15:57:57, time: 1.262, data_time: 0.015, memory: 5822, loss_cls: 3.6394, loss: 3.6394, grad_norm: 2.7100 2020-10-23 15:08:32,407 - mmaction - INFO - Epoch [7][160/1712] lr: 1.000e-02, eta: 2 days, 15:56:16, time: 1.195, data_time: 0.005, memory: 5822, loss_cls: 3.6082, loss: 3.6082, grad_norm: 2.6528 2020-10-23 15:08:57,303 - mmaction - INFO - Epoch [7][180/1712] lr: 1.000e-02, eta: 2 days, 15:54:49, time: 1.243, data_time: 0.004, memory: 5822, loss_cls: 3.5713, loss: 3.5713, grad_norm: 2.6268 2020-10-23 15:09:21,281 - mmaction - INFO - Epoch [7][200/1712] lr: 1.000e-02, eta: 2 days, 15:53:09, time: 1.198, data_time: 0.004, memory: 5822, loss_cls: 3.5892, loss: 3.5892, grad_norm: 2.6521 2020-10-23 15:09:46,461 - mmaction - INFO - Epoch [7][220/1712] lr: 1.000e-02, eta: 2 days, 15:51:47, time: 1.258, data_time: 0.008, memory: 5822, loss_cls: 3.5115, loss: 3.5115, grad_norm: 2.5881 2020-10-23 15:10:11,075 - mmaction - INFO - Epoch [7][240/1712] lr: 1.000e-02, eta: 2 days, 15:50:18, time: 1.234, data_time: 0.015, memory: 5822, loss_cls: 3.5847, loss: 3.5847, grad_norm: 2.6610 2020-10-23 15:10:34,936 - mmaction - INFO - Epoch [7][260/1712] lr: 1.000e-02, eta: 2 days, 15:48:37, time: 1.192, data_time: 0.002, memory: 5822, loss_cls: 3.5890, loss: 3.5890, grad_norm: 2.6620 2020-10-23 15:10:59,487 - mmaction - INFO - Epoch [7][280/1712] lr: 1.000e-02, eta: 2 days, 15:47:07, time: 1.228, data_time: 0.010, memory: 5822, loss_cls: 3.6086, loss: 3.6086, grad_norm: 2.6541 2020-10-23 15:11:23,381 - mmaction - INFO - Epoch [7][300/1712] lr: 1.000e-02, eta: 2 days, 15:45:27, time: 1.193, data_time: 0.004, memory: 5822, loss_cls: 3.5061, loss: 3.5061, grad_norm: 2.6198 2020-10-23 15:11:46,938 - mmaction - INFO - Epoch [7][320/1712] lr: 1.000e-02, eta: 2 days, 15:43:43, time: 1.181, data_time: 0.005, memory: 5822, loss_cls: 3.5292, loss: 3.5292, grad_norm: 2.5829 2020-10-23 15:12:11,436 - mmaction - INFO - Epoch [7][340/1712] lr: 1.000e-02, eta: 2 days, 15:42:12, time: 1.222, data_time: 0.008, memory: 5822, loss_cls: 3.5216, loss: 3.5216, grad_norm: 2.6482 2020-10-23 15:12:35,989 - mmaction - INFO - Epoch [7][360/1712] lr: 1.000e-02, eta: 2 days, 15:40:42, time: 1.225, data_time: 0.012, memory: 5822, loss_cls: 3.5620, loss: 3.5620, grad_norm: 2.5993 2020-10-23 15:13:00,332 - mmaction - INFO - Epoch [7][380/1712] lr: 1.000e-02, eta: 2 days, 15:39:11, time: 1.221, data_time: 0.013, memory: 5822, loss_cls: 3.5941, loss: 3.5941, grad_norm: 2.6282 2020-10-23 15:13:24,826 - mmaction - INFO - Epoch [7][400/1712] lr: 1.000e-02, eta: 2 days, 15:37:41, time: 1.224, data_time: 0.004, memory: 5822, loss_cls: 3.5198, loss: 3.5198, grad_norm: 2.6182 2020-10-23 15:13:49,883 - mmaction - INFO - Epoch [7][420/1712] lr: 1.000e-02, eta: 2 days, 15:36:21, time: 1.254, data_time: 0.004, memory: 5822, loss_cls: 3.5376, loss: 3.5376, grad_norm: 2.6544 2020-10-23 15:14:14,243 - mmaction - INFO - Epoch [7][440/1712] lr: 1.000e-02, eta: 2 days, 15:34:50, time: 1.217, data_time: 0.004, memory: 5822, loss_cls: 3.5759, loss: 3.5759, grad_norm: 2.6076 2020-10-23 15:14:38,905 - mmaction - INFO - Epoch [7][460/1712] lr: 1.000e-02, eta: 2 days, 15:33:23, time: 1.231, data_time: 0.004, memory: 5822, loss_cls: 3.5086, loss: 3.5086, grad_norm: 2.5962 2020-10-23 15:15:03,542 - mmaction - INFO - Epoch [7][480/1712] lr: 1.000e-02, eta: 2 days, 15:31:57, time: 1.233, data_time: 0.012, memory: 5822, loss_cls: 3.5097, loss: 3.5097, grad_norm: 2.5749 2020-10-23 15:15:27,900 - mmaction - INFO - Epoch [7][500/1712] lr: 1.000e-02, eta: 2 days, 15:30:27, time: 1.220, data_time: 0.005, memory: 5822, loss_cls: 3.5879, loss: 3.5879, grad_norm: 2.6372 2020-10-23 15:15:52,684 - mmaction - INFO - Epoch [7][520/1712] lr: 1.000e-02, eta: 2 days, 15:29:02, time: 1.234, data_time: 0.003, memory: 5822, loss_cls: 3.5672, loss: 3.5672, grad_norm: 2.6982 2020-10-23 15:16:17,113 - mmaction - INFO - Epoch [7][540/1712] lr: 1.000e-02, eta: 2 days, 15:27:35, time: 1.228, data_time: 0.009, memory: 5822, loss_cls: 3.5618, loss: 3.5618, grad_norm: 2.6589 2020-10-23 15:16:41,723 - mmaction - INFO - Epoch [7][560/1712] lr: 1.000e-02, eta: 2 days, 15:26:09, time: 1.231, data_time: 0.003, memory: 5822, loss_cls: 3.6324, loss: 3.6324, grad_norm: 2.6700 2020-10-23 15:17:05,720 - mmaction - INFO - Epoch [7][580/1712] lr: 1.000e-02, eta: 2 days, 15:24:33, time: 1.197, data_time: 0.006, memory: 5822, loss_cls: 3.5750, loss: 3.5750, grad_norm: 2.6274 2020-10-23 15:17:29,981 - mmaction - INFO - Epoch [7][600/1712] lr: 1.000e-02, eta: 2 days, 15:23:03, time: 1.215, data_time: 0.005, memory: 5822, loss_cls: 3.4801, loss: 3.4801, grad_norm: 2.5791 2020-10-23 15:17:54,394 - mmaction - INFO - Epoch [7][620/1712] lr: 1.000e-02, eta: 2 days, 15:21:35, time: 1.222, data_time: 0.002, memory: 5822, loss_cls: 3.6050, loss: 3.6050, grad_norm: 2.6848 2020-10-23 15:18:19,464 - mmaction - INFO - Epoch [7][640/1712] lr: 1.000e-02, eta: 2 days, 15:20:15, time: 1.248, data_time: 0.003, memory: 5822, loss_cls: 3.5138, loss: 3.5138, grad_norm: 2.6033 2020-10-23 15:18:43,546 - mmaction - INFO - Epoch [7][660/1712] lr: 1.000e-02, eta: 2 days, 15:18:44, time: 1.208, data_time: 0.014, memory: 5822, loss_cls: 3.5674, loss: 3.5674, grad_norm: 2.6115 2020-10-23 15:19:06,910 - mmaction - INFO - Epoch [7][680/1712] lr: 1.000e-02, eta: 2 days, 15:17:02, time: 1.170, data_time: 0.005, memory: 5822, loss_cls: 3.5801, loss: 3.5801, grad_norm: 2.6824 2020-10-23 15:19:31,913 - mmaction - INFO - Epoch [7][700/1712] lr: 1.000e-02, eta: 2 days, 15:15:43, time: 1.249, data_time: 0.001, memory: 5822, loss_cls: 3.5402, loss: 3.5402, grad_norm: 2.6538 2020-10-23 15:19:57,235 - mmaction - INFO - Epoch [7][720/1712] lr: 1.000e-02, eta: 2 days, 15:14:28, time: 1.261, data_time: 0.004, memory: 5822, loss_cls: 3.5625, loss: 3.5625, grad_norm: 2.6810 2020-10-23 15:20:21,714 - mmaction - INFO - Epoch [7][740/1712] lr: 1.000e-02, eta: 2 days, 15:13:03, time: 1.228, data_time: 0.008, memory: 5822, loss_cls: 3.5566, loss: 3.5566, grad_norm: 2.6048 2020-10-23 15:20:46,203 - mmaction - INFO - Epoch [7][760/1712] lr: 1.000e-02, eta: 2 days, 15:11:38, time: 1.225, data_time: 0.011, memory: 5822, loss_cls: 3.5770, loss: 3.5770, grad_norm: 2.6647 2020-10-23 15:21:10,098 - mmaction - INFO - Epoch [7][780/1712] lr: 1.000e-02, eta: 2 days, 15:10:05, time: 1.195, data_time: 0.002, memory: 5822, loss_cls: 3.5109, loss: 3.5109, grad_norm: 2.5551 2020-10-23 15:21:34,661 - mmaction - INFO - Epoch [7][800/1712] lr: 1.000e-02, eta: 2 days, 15:08:41, time: 1.228, data_time: 0.003, memory: 5822, loss_cls: 3.5134, loss: 3.5134, grad_norm: 2.6785 2020-10-23 15:21:59,545 - mmaction - INFO - Epoch [7][820/1712] lr: 1.000e-02, eta: 2 days, 15:07:22, time: 1.245, data_time: 0.007, memory: 5822, loss_cls: 3.5355, loss: 3.5355, grad_norm: 2.6088 2020-10-23 15:22:23,344 - mmaction - INFO - Epoch [7][840/1712] lr: 1.000e-02, eta: 2 days, 15:05:47, time: 1.190, data_time: 0.002, memory: 5822, loss_cls: 3.5499, loss: 3.5499, grad_norm: 2.6193 2020-10-23 15:22:47,746 - mmaction - INFO - Epoch [7][860/1712] lr: 1.000e-02, eta: 2 days, 15:04:21, time: 1.218, data_time: 0.005, memory: 5822, loss_cls: 3.5320, loss: 3.5320, grad_norm: 2.6119 2020-10-23 15:23:11,650 - mmaction - INFO - Epoch [7][880/1712] lr: 1.000e-02, eta: 2 days, 15:02:48, time: 1.191, data_time: 0.009, memory: 5822, loss_cls: 3.5330, loss: 3.5330, grad_norm: 2.5849 2020-10-23 15:23:36,336 - mmaction - INFO - Epoch [7][900/1712] lr: 1.000e-02, eta: 2 days, 15:01:25, time: 1.230, data_time: 0.020, memory: 5822, loss_cls: 3.5233, loss: 3.5233, grad_norm: 2.5878 2020-10-23 15:23:59,364 - mmaction - INFO - Epoch [7][920/1712] lr: 1.000e-02, eta: 2 days, 14:59:41, time: 1.154, data_time: 0.018, memory: 5822, loss_cls: 3.5321, loss: 3.5321, grad_norm: 2.6373 2020-10-23 15:24:23,282 - mmaction - INFO - Epoch [7][940/1712] lr: 1.000e-02, eta: 2 days, 14:58:11, time: 1.200, data_time: 0.010, memory: 5822, loss_cls: 3.5499, loss: 3.5499, grad_norm: 2.5856 2020-10-23 15:24:47,824 - mmaction - INFO - Epoch [7][960/1712] lr: 1.000e-02, eta: 2 days, 14:56:48, time: 1.225, data_time: 0.013, memory: 5822, loss_cls: 3.5595, loss: 3.5595, grad_norm: 2.6210 2020-10-23 15:25:11,698 - mmaction - INFO - Epoch [7][980/1712] lr: 1.000e-02, eta: 2 days, 14:55:17, time: 1.196, data_time: 0.010, memory: 5822, loss_cls: 3.5873, loss: 3.5873, grad_norm: 2.7194 2020-10-23 15:25:35,767 - mmaction - INFO - Epoch [7][1000/1712] lr: 1.000e-02, eta: 2 days, 14:53:49, time: 1.205, data_time: 0.006, memory: 5822, loss_cls: 3.5610, loss: 3.5610, grad_norm: 2.6499 2020-10-23 15:25:59,158 - mmaction - INFO - Epoch [7][1020/1712] lr: 1.000e-02, eta: 2 days, 14:52:11, time: 1.170, data_time: 0.003, memory: 5822, loss_cls: 3.5351, loss: 3.5351, grad_norm: 2.5951 2020-10-23 15:26:23,185 - mmaction - INFO - Epoch [7][1040/1712] lr: 1.000e-02, eta: 2 days, 14:50:42, time: 1.201, data_time: 0.002, memory: 5822, loss_cls: 3.5515, loss: 3.5515, grad_norm: 2.6174 2020-10-23 15:26:47,213 - mmaction - INFO - Epoch [7][1060/1712] lr: 1.000e-02, eta: 2 days, 14:49:13, time: 1.200, data_time: 0.001, memory: 5822, loss_cls: 3.5588, loss: 3.5588, grad_norm: 2.6449 2020-10-23 15:27:11,712 - mmaction - INFO - Epoch [7][1080/1712] lr: 1.000e-02, eta: 2 days, 14:47:52, time: 1.226, data_time: 0.007, memory: 5822, loss_cls: 3.5563, loss: 3.5563, grad_norm: 2.6804 2020-10-23 15:27:35,221 - mmaction - INFO - Epoch [7][1100/1712] lr: 1.000e-02, eta: 2 days, 14:46:17, time: 1.176, data_time: 0.004, memory: 5822, loss_cls: 3.5259, loss: 3.5259, grad_norm: 2.5897 2020-10-23 15:27:59,183 - mmaction - INFO - Epoch [7][1120/1712] lr: 1.000e-02, eta: 2 days, 14:44:45, time: 1.190, data_time: 0.005, memory: 5822, loss_cls: 3.5652, loss: 3.5652, grad_norm: 2.6149 2020-10-23 15:28:23,896 - mmaction - INFO - Epoch [7][1140/1712] lr: 1.000e-02, eta: 2 days, 14:43:30, time: 1.244, data_time: 0.010, memory: 5822, loss_cls: 3.5779, loss: 3.5779, grad_norm: 2.6087 2020-10-23 15:28:48,151 - mmaction - INFO - Epoch [7][1160/1712] lr: 1.000e-02, eta: 2 days, 14:42:05, time: 1.213, data_time: 0.002, memory: 5822, loss_cls: 3.5252, loss: 3.5252, grad_norm: 2.5738 2020-10-23 15:29:12,832 - mmaction - INFO - Epoch [7][1180/1712] lr: 1.000e-02, eta: 2 days, 14:40:44, time: 1.224, data_time: 0.006, memory: 5822, loss_cls: 3.5820, loss: 3.5820, grad_norm: 2.6200 2020-10-23 15:29:36,703 - mmaction - INFO - Epoch [7][1200/1712] lr: 1.000e-02, eta: 2 days, 14:39:16, time: 1.195, data_time: 0.016, memory: 5822, loss_cls: 3.5719, loss: 3.5719, grad_norm: 2.6064 2020-10-23 15:30:01,524 - mmaction - INFO - Epoch [7][1220/1712] lr: 1.000e-02, eta: 2 days, 14:38:02, time: 1.250, data_time: 0.014, memory: 5822, loss_cls: 3.4973, loss: 3.4973, grad_norm: 2.5876 2020-10-23 15:30:25,283 - mmaction - INFO - Epoch [7][1240/1712] lr: 1.000e-02, eta: 2 days, 14:36:32, time: 1.188, data_time: 0.003, memory: 5822, loss_cls: 3.5652, loss: 3.5652, grad_norm: 2.6365 2020-10-23 15:30:49,178 - mmaction - INFO - Epoch [7][1260/1712] lr: 1.000e-02, eta: 2 days, 14:35:04, time: 1.194, data_time: 0.002, memory: 5822, loss_cls: 3.5751, loss: 3.5751, grad_norm: 2.6714 2020-10-23 15:31:13,694 - mmaction - INFO - Epoch [7][1280/1712] lr: 1.000e-02, eta: 2 days, 14:33:42, time: 1.217, data_time: 0.010, memory: 5822, loss_cls: 3.5574, loss: 3.5574, grad_norm: 2.6450 2020-10-23 15:31:38,045 - mmaction - INFO - Epoch [7][1300/1712] lr: 1.000e-02, eta: 2 days, 14:32:22, time: 1.222, data_time: 0.014, memory: 5822, loss_cls: 3.5867, loss: 3.5867, grad_norm: 2.6931 2020-10-23 15:32:01,930 - mmaction - INFO - Epoch [7][1320/1712] lr: 1.000e-02, eta: 2 days, 14:30:55, time: 1.197, data_time: 0.005, memory: 5822, loss_cls: 3.5373, loss: 3.5373, grad_norm: 2.6463 2020-10-23 15:32:25,917 - mmaction - INFO - Epoch [7][1340/1712] lr: 1.000e-02, eta: 2 days, 14:29:29, time: 1.200, data_time: 0.004, memory: 5822, loss_cls: 3.5935, loss: 3.5935, grad_norm: 2.7256 2020-10-23 15:32:50,285 - mmaction - INFO - Epoch [7][1360/1712] lr: 1.000e-02, eta: 2 days, 14:28:08, time: 1.218, data_time: 0.005, memory: 5822, loss_cls: 3.5447, loss: 3.5447, grad_norm: 2.6152 2020-10-23 15:33:14,910 - mmaction - INFO - Epoch [7][1380/1712] lr: 1.000e-02, eta: 2 days, 14:26:49, time: 1.223, data_time: 0.006, memory: 5822, loss_cls: 3.5262, loss: 3.5262, grad_norm: 2.7307 2020-10-23 15:33:37,877 - mmaction - INFO - Epoch [7][1400/1712] lr: 1.000e-02, eta: 2 days, 14:25:12, time: 1.156, data_time: 0.014, memory: 5822, loss_cls: 3.5748, loss: 3.5748, grad_norm: 2.6414 2020-10-23 15:34:01,107 - mmaction - INFO - Epoch [7][1420/1712] lr: 1.000e-02, eta: 2 days, 14:23:35, time: 1.156, data_time: 0.002, memory: 5822, loss_cls: 3.5715, loss: 3.5715, grad_norm: 2.6556 2020-10-23 15:34:25,437 - mmaction - INFO - Epoch [7][1440/1712] lr: 1.000e-02, eta: 2 days, 14:22:13, time: 1.213, data_time: 0.007, memory: 5822, loss_cls: 3.5041, loss: 3.5041, grad_norm: 2.6073 2020-10-23 15:34:49,794 - mmaction - INFO - Epoch [7][1460/1712] lr: 1.000e-02, eta: 2 days, 14:20:54, time: 1.219, data_time: 0.011, memory: 5822, loss_cls: 3.5660, loss: 3.5660, grad_norm: 2.6550 2020-10-23 15:35:13,997 - mmaction - INFO - Epoch [7][1480/1712] lr: 1.000e-02, eta: 2 days, 14:19:34, time: 1.215, data_time: 0.015, memory: 5822, loss_cls: 3.5998, loss: 3.5998, grad_norm: 2.6829 2020-10-23 15:35:38,045 - mmaction - INFO - Epoch [7][1500/1712] lr: 1.000e-02, eta: 2 days, 14:18:07, time: 1.192, data_time: 0.003, memory: 5822, loss_cls: 3.6230, loss: 3.6230, grad_norm: 2.6921 2020-10-23 15:36:01,634 - mmaction - INFO - Epoch [7][1520/1712] lr: 1.000e-02, eta: 2 days, 14:16:41, time: 1.191, data_time: 0.017, memory: 5822, loss_cls: 3.5356, loss: 3.5356, grad_norm: 2.6717 2020-10-23 15:36:25,671 - mmaction - INFO - Epoch [7][1540/1712] lr: 1.000e-02, eta: 2 days, 14:15:15, time: 1.193, data_time: 0.003, memory: 5822, loss_cls: 3.5326, loss: 3.5326, grad_norm: 2.6375 2020-10-23 15:36:49,316 - mmaction - INFO - Epoch [7][1560/1712] lr: 1.000e-02, eta: 2 days, 14:13:48, time: 1.187, data_time: 0.010, memory: 5822, loss_cls: 3.5074, loss: 3.5074, grad_norm: 2.6722 2020-10-23 15:37:13,734 - mmaction - INFO - Epoch [7][1580/1712] lr: 1.000e-02, eta: 2 days, 14:12:31, time: 1.224, data_time: 0.012, memory: 5822, loss_cls: 3.5861, loss: 3.5861, grad_norm: 2.7014 2020-10-23 15:37:37,551 - mmaction - INFO - Epoch [7][1600/1712] lr: 1.000e-02, eta: 2 days, 14:11:04, time: 1.186, data_time: 0.002, memory: 5822, loss_cls: 3.5710, loss: 3.5710, grad_norm: 2.6694 2020-10-23 15:38:01,889 - mmaction - INFO - Epoch [7][1620/1712] lr: 1.000e-02, eta: 2 days, 14:09:47, time: 1.220, data_time: 0.013, memory: 5822, loss_cls: 3.5431, loss: 3.5431, grad_norm: 2.6571 2020-10-23 15:38:25,781 - mmaction - INFO - Epoch [7][1640/1712] lr: 1.000e-02, eta: 2 days, 14:08:23, time: 1.195, data_time: 0.003, memory: 5822, loss_cls: 3.5662, loss: 3.5662, grad_norm: 2.6657 2020-10-23 15:38:49,530 - mmaction - INFO - Epoch [7][1660/1712] lr: 1.000e-02, eta: 2 days, 14:06:57, time: 1.188, data_time: 0.003, memory: 5822, loss_cls: 3.5433, loss: 3.5433, grad_norm: 2.6891 2020-10-23 15:39:14,049 - mmaction - INFO - Epoch [7][1680/1712] lr: 1.000e-02, eta: 2 days, 14:05:40, time: 1.220, data_time: 0.004, memory: 5822, loss_cls: 3.5441, loss: 3.5441, grad_norm: 2.6053 2020-10-23 15:39:38,215 - mmaction - INFO - Epoch [7][1700/1712] lr: 1.000e-02, eta: 2 days, 14:04:21, time: 1.215, data_time: 0.012, memory: 5822, loss_cls: 3.5376, loss: 3.5376, grad_norm: 2.6502 2020-10-23 15:40:42,005 - mmaction - INFO - Epoch [8][20/1712] lr: 1.000e-02, eta: 2 days, 14:04:14, time: 2.386, data_time: 1.488, memory: 5822, loss_cls: 3.5244, loss: 3.5244, grad_norm: 2.6122 2020-10-23 15:41:06,332 - mmaction - INFO - Epoch [8][40/1712] lr: 1.000e-02, eta: 2 days, 14:02:57, time: 1.218, data_time: 0.019, memory: 5822, loss_cls: 3.5563, loss: 3.5563, grad_norm: 2.6068 2020-10-23 15:41:31,476 - mmaction - INFO - Epoch [8][60/1712] lr: 1.000e-02, eta: 2 days, 14:01:49, time: 1.254, data_time: 0.001, memory: 5822, loss_cls: 3.5226, loss: 3.5226, grad_norm: 2.6651 2020-10-23 15:41:56,017 - mmaction - INFO - Epoch [8][80/1712] lr: 1.000e-02, eta: 2 days, 14:00:35, time: 1.229, data_time: 0.005, memory: 5822, loss_cls: 3.4671, loss: 3.4671, grad_norm: 2.6177 2020-10-23 15:42:21,068 - mmaction - INFO - Epoch [8][100/1712] lr: 1.000e-02, eta: 2 days, 13:59:26, time: 1.249, data_time: 0.002, memory: 5822, loss_cls: 3.4756, loss: 3.4756, grad_norm: 2.5809 2020-10-23 15:42:45,701 - mmaction - INFO - Epoch [8][120/1712] lr: 1.000e-02, eta: 2 days, 13:58:14, time: 1.234, data_time: 0.011, memory: 5822, loss_cls: 3.5121, loss: 3.5121, grad_norm: 2.6680 2020-10-23 15:43:09,228 - mmaction - INFO - Epoch [8][140/1712] lr: 1.000e-02, eta: 2 days, 13:56:48, time: 1.180, data_time: 0.012, memory: 5822, loss_cls: 3.5363, loss: 3.5363, grad_norm: 2.6140 2020-10-23 15:43:33,521 - mmaction - INFO - Epoch [8][160/1712] lr: 1.000e-02, eta: 2 days, 13:55:30, time: 1.214, data_time: 0.008, memory: 5822, loss_cls: 3.5800, loss: 3.5800, grad_norm: 2.7179 2020-10-23 15:43:57,869 - mmaction - INFO - Epoch [8][180/1712] lr: 1.000e-02, eta: 2 days, 13:54:14, time: 1.218, data_time: 0.008, memory: 5822, loss_cls: 3.5154, loss: 3.5154, grad_norm: 2.6504 2020-10-23 15:44:21,568 - mmaction - INFO - Epoch [8][200/1712] lr: 1.000e-02, eta: 2 days, 13:52:50, time: 1.185, data_time: 0.002, memory: 5822, loss_cls: 3.5362, loss: 3.5362, grad_norm: 2.5905 2020-10-23 15:44:45,204 - mmaction - INFO - Epoch [8][220/1712] lr: 1.000e-02, eta: 2 days, 13:51:24, time: 1.181, data_time: 0.005, memory: 5822, loss_cls: 3.5330, loss: 3.5330, grad_norm: 2.6397 2020-10-23 15:45:08,562 - mmaction - INFO - Epoch [8][240/1712] lr: 1.000e-02, eta: 2 days, 13:49:56, time: 1.169, data_time: 0.004, memory: 5822, loss_cls: 3.5009, loss: 3.5009, grad_norm: 2.6529 2020-10-23 15:45:31,822 - mmaction - INFO - Epoch [8][260/1712] lr: 1.000e-02, eta: 2 days, 13:48:26, time: 1.161, data_time: 0.006, memory: 5822, loss_cls: 3.5928, loss: 3.5928, grad_norm: 2.7152 2020-10-23 15:45:56,304 - mmaction - INFO - Epoch [8][280/1712] lr: 1.000e-02, eta: 2 days, 13:47:12, time: 1.221, data_time: 0.004, memory: 5822, loss_cls: 3.5756, loss: 3.5756, grad_norm: 2.7297 2020-10-23 15:46:18,947 - mmaction - INFO - Epoch [8][300/1712] lr: 1.000e-02, eta: 2 days, 13:45:36, time: 1.137, data_time: 0.010, memory: 5822, loss_cls: 3.4710, loss: 3.4710, grad_norm: 2.6543 2020-10-23 15:46:41,669 - mmaction - INFO - Epoch [8][320/1712] lr: 1.000e-02, eta: 2 days, 13:43:59, time: 1.131, data_time: 0.005, memory: 5822, loss_cls: 3.5987, loss: 3.5987, grad_norm: 2.7309 2020-10-23 15:47:05,573 - mmaction - INFO - Epoch [8][340/1712] lr: 1.000e-02, eta: 2 days, 13:42:39, time: 1.200, data_time: 0.016, memory: 5822, loss_cls: 3.5980, loss: 3.5980, grad_norm: 2.7103 2020-10-23 15:47:28,709 - mmaction - INFO - Epoch [8][360/1712] lr: 1.000e-02, eta: 2 days, 13:41:09, time: 1.157, data_time: 0.001, memory: 5822, loss_cls: 3.4986, loss: 3.4986, grad_norm: 2.6493 2020-10-23 15:47:52,524 - mmaction - INFO - Epoch [8][380/1712] lr: 1.000e-02, eta: 2 days, 13:39:48, time: 1.190, data_time: 0.002, memory: 5822, loss_cls: 3.5264, loss: 3.5264, grad_norm: 2.6830 2020-10-23 15:48:16,471 - mmaction - INFO - Epoch [8][400/1712] lr: 1.000e-02, eta: 2 days, 13:38:29, time: 1.197, data_time: 0.001, memory: 5822, loss_cls: 3.5426, loss: 3.5426, grad_norm: 2.6248 2020-10-23 15:48:40,814 - mmaction - INFO - Epoch [8][420/1712] lr: 1.000e-02, eta: 2 days, 13:37:14, time: 1.216, data_time: 0.007, memory: 5822, loss_cls: 3.5285, loss: 3.5285, grad_norm: 2.6753 2020-10-23 15:49:04,850 - mmaction - INFO - Epoch [8][440/1712] lr: 1.000e-02, eta: 2 days, 13:35:56, time: 1.201, data_time: 0.006, memory: 5822, loss_cls: 3.5524, loss: 3.5524, grad_norm: 2.7049 2020-10-23 15:49:28,998 - mmaction - INFO - Epoch [8][460/1712] lr: 1.000e-02, eta: 2 days, 13:34:40, time: 1.206, data_time: 0.005, memory: 5822, loss_cls: 3.5595, loss: 3.5595, grad_norm: 2.6781 2020-10-23 15:49:53,635 - mmaction - INFO - Epoch [8][480/1712] lr: 1.000e-02, eta: 2 days, 13:33:30, time: 1.233, data_time: 0.005, memory: 5822, loss_cls: 3.5495, loss: 3.5495, grad_norm: 2.6695 2020-10-23 15:50:18,432 - mmaction - INFO - Epoch [8][500/1712] lr: 1.000e-02, eta: 2 days, 13:32:22, time: 1.236, data_time: 0.012, memory: 5822, loss_cls: 3.5484, loss: 3.5484, grad_norm: 2.6318 2020-10-23 15:50:42,852 - mmaction - INFO - Epoch [8][520/1712] lr: 1.000e-02, eta: 2 days, 13:31:10, time: 1.225, data_time: 0.012, memory: 5822, loss_cls: 3.4581, loss: 3.4581, grad_norm: 2.5817 2020-10-23 15:51:07,050 - mmaction - INFO - Epoch [8][540/1712] lr: 1.000e-02, eta: 2 days, 13:29:53, time: 1.201, data_time: 0.006, memory: 5822, loss_cls: 3.5474, loss: 3.5474, grad_norm: 2.6408 2020-10-23 15:51:31,636 - mmaction - INFO - Epoch [8][560/1712] lr: 1.000e-02, eta: 2 days, 13:28:44, time: 1.231, data_time: 0.013, memory: 5822, loss_cls: 3.4918, loss: 3.4918, grad_norm: 2.6671 2020-10-23 15:51:55,102 - mmaction - INFO - Epoch [8][580/1712] lr: 1.000e-02, eta: 2 days, 13:27:22, time: 1.181, data_time: 0.011, memory: 5822, loss_cls: 3.5758, loss: 3.5758, grad_norm: 2.6569 2020-10-23 15:52:18,824 - mmaction - INFO - Epoch [8][600/1712] lr: 1.000e-02, eta: 2 days, 13:26:02, time: 1.188, data_time: 0.007, memory: 5822, loss_cls: 3.5285, loss: 3.5285, grad_norm: 2.6546 2020-10-23 15:52:42,508 - mmaction - INFO - Epoch [8][620/1712] lr: 1.000e-02, eta: 2 days, 13:24:41, time: 1.184, data_time: 0.002, memory: 5822, loss_cls: 3.4514, loss: 3.4514, grad_norm: 2.6106 2020-10-23 15:53:07,065 - mmaction - INFO - Epoch [8][640/1712] lr: 1.000e-02, eta: 2 days, 13:23:31, time: 1.226, data_time: 0.004, memory: 5822, loss_cls: 3.5097, loss: 3.5097, grad_norm: 2.6188 2020-10-23 15:53:31,902 - mmaction - INFO - Epoch [8][660/1712] lr: 1.000e-02, eta: 2 days, 13:22:24, time: 1.238, data_time: 0.004, memory: 5822, loss_cls: 3.5712, loss: 3.5712, grad_norm: 2.6665 2020-10-23 15:53:55,067 - mmaction - INFO - Epoch [8][680/1712] lr: 1.000e-02, eta: 2 days, 13:20:58, time: 1.163, data_time: 0.007, memory: 5822, loss_cls: 3.4963, loss: 3.4963, grad_norm: 2.7167 2020-10-23 15:54:19,801 - mmaction - INFO - Epoch [8][700/1712] lr: 1.000e-02, eta: 2 days, 13:19:52, time: 1.238, data_time: 0.004, memory: 5822, loss_cls: 3.4787, loss: 3.4787, grad_norm: 2.6705 2020-10-23 15:54:43,109 - mmaction - INFO - Epoch [8][720/1712] lr: 1.000e-02, eta: 2 days, 13:18:27, time: 1.165, data_time: 0.003, memory: 5822, loss_cls: 3.5653, loss: 3.5653, grad_norm: 2.6846 2020-10-23 15:55:07,495 - mmaction - INFO - Epoch [8][740/1712] lr: 1.000e-02, eta: 2 days, 13:17:16, time: 1.219, data_time: 0.003, memory: 5822, loss_cls: 3.5218, loss: 3.5218, grad_norm: 2.6522 2020-10-23 15:55:31,710 - mmaction - INFO - Epoch [8][760/1712] lr: 1.000e-02, eta: 2 days, 13:16:01, time: 1.204, data_time: 0.002, memory: 5822, loss_cls: 3.5414, loss: 3.5414, grad_norm: 2.6457 2020-10-23 15:55:55,486 - mmaction - INFO - Epoch [8][780/1712] lr: 1.000e-02, eta: 2 days, 13:14:44, time: 1.194, data_time: 0.010, memory: 5822, loss_cls: 3.5348, loss: 3.5348, grad_norm: 2.6139 2020-10-23 15:56:19,312 - mmaction - INFO - Epoch [8][800/1712] lr: 1.000e-02, eta: 2 days, 13:13:27, time: 1.191, data_time: 0.002, memory: 5822, loss_cls: 3.5708, loss: 3.5708, grad_norm: 2.6744 2020-10-23 15:56:42,882 - mmaction - INFO - Epoch [8][820/1712] lr: 1.000e-02, eta: 2 days, 13:12:06, time: 1.177, data_time: 0.005, memory: 5822, loss_cls: 3.5009, loss: 3.5009, grad_norm: 2.6668 2020-10-23 15:57:07,341 - mmaction - INFO - Epoch [8][840/1712] lr: 1.000e-02, eta: 2 days, 13:10:57, time: 1.225, data_time: 0.004, memory: 5822, loss_cls: 3.5621, loss: 3.5621, grad_norm: 2.6250 2020-10-23 15:57:31,425 - mmaction - INFO - Epoch [8][860/1712] lr: 1.000e-02, eta: 2 days, 13:09:43, time: 1.204, data_time: 0.019, memory: 5822, loss_cls: 3.5514, loss: 3.5514, grad_norm: 2.6225 2020-10-23 15:57:56,036 - mmaction - INFO - Epoch [8][880/1712] lr: 1.000e-02, eta: 2 days, 13:08:36, time: 1.231, data_time: 0.001, memory: 5822, loss_cls: 3.4934, loss: 3.4934, grad_norm: 2.5722 2020-10-23 15:58:20,443 - mmaction - INFO - Epoch [8][900/1712] lr: 1.000e-02, eta: 2 days, 13:07:26, time: 1.219, data_time: 0.002, memory: 5822, loss_cls: 3.5259, loss: 3.5259, grad_norm: 2.6605 2020-10-23 15:58:44,117 - mmaction - INFO - Epoch [8][920/1712] lr: 1.000e-02, eta: 2 days, 13:06:08, time: 1.183, data_time: 0.008, memory: 5822, loss_cls: 3.5123, loss: 3.5123, grad_norm: 2.6331 2020-10-23 15:59:08,485 - mmaction - INFO - Epoch [8][940/1712] lr: 1.000e-02, eta: 2 days, 13:04:59, time: 1.221, data_time: 0.009, memory: 5822, loss_cls: 3.4597, loss: 3.4597, grad_norm: 2.6003 2020-10-23 15:59:33,205 - mmaction - INFO - Epoch [8][960/1712] lr: 1.000e-02, eta: 2 days, 13:03:53, time: 1.236, data_time: 0.002, memory: 5822, loss_cls: 3.5302, loss: 3.5302, grad_norm: 2.6600 2020-10-23 15:59:56,404 - mmaction - INFO - Epoch [8][980/1712] lr: 1.000e-02, eta: 2 days, 13:02:30, time: 1.160, data_time: 0.003, memory: 5822, loss_cls: 3.5474, loss: 3.5474, grad_norm: 2.6490 2020-10-23 16:00:20,353 - mmaction - INFO - Epoch [8][1000/1712] lr: 1.000e-02, eta: 2 days, 13:01:14, time: 1.191, data_time: 0.001, memory: 5822, loss_cls: 3.5300, loss: 3.5300, grad_norm: 2.6652 2020-10-23 16:00:44,097 - mmaction - INFO - Epoch [8][1020/1712] lr: 1.000e-02, eta: 2 days, 12:59:58, time: 1.192, data_time: 0.012, memory: 5822, loss_cls: 3.5196, loss: 3.5196, grad_norm: 2.6781 2020-10-23 16:01:07,939 - mmaction - INFO - Epoch [8][1040/1712] lr: 1.000e-02, eta: 2 days, 12:58:43, time: 1.192, data_time: 0.008, memory: 5822, loss_cls: 3.5015, loss: 3.5015, grad_norm: 2.6463 2020-10-23 16:01:31,797 - mmaction - INFO - Epoch [8][1060/1712] lr: 1.000e-02, eta: 2 days, 12:57:28, time: 1.194, data_time: 0.005, memory: 5822, loss_cls: 3.4726, loss: 3.4726, grad_norm: 2.6127 2020-10-23 16:01:55,696 - mmaction - INFO - Epoch [8][1080/1712] lr: 1.000e-02, eta: 2 days, 12:56:14, time: 1.195, data_time: 0.003, memory: 5822, loss_cls: 3.5225, loss: 3.5225, grad_norm: 2.6700 2020-10-23 16:02:19,194 - mmaction - INFO - Epoch [8][1100/1712] lr: 1.000e-02, eta: 2 days, 12:54:54, time: 1.171, data_time: 0.002, memory: 5822, loss_cls: 3.5402, loss: 3.5402, grad_norm: 2.6805 2020-10-23 16:02:42,613 - mmaction - INFO - Epoch [8][1120/1712] lr: 1.000e-02, eta: 2 days, 12:53:35, time: 1.174, data_time: 0.012, memory: 5822, loss_cls: 3.5103, loss: 3.5103, grad_norm: 2.6794 2020-10-23 16:03:06,467 - mmaction - INFO - Epoch [8][1140/1712] lr: 1.000e-02, eta: 2 days, 12:52:20, time: 1.193, data_time: 0.003, memory: 5822, loss_cls: 3.5360, loss: 3.5360, grad_norm: 2.6541 2020-10-23 16:03:29,997 - mmaction - INFO - Epoch [8][1160/1712] lr: 1.000e-02, eta: 2 days, 12:51:02, time: 1.174, data_time: 0.006, memory: 5822, loss_cls: 3.5282, loss: 3.5282, grad_norm: 2.6334 2020-10-23 16:03:53,787 - mmaction - INFO - Epoch [8][1180/1712] lr: 1.000e-02, eta: 2 days, 12:49:45, time: 1.180, data_time: 0.005, memory: 5822, loss_cls: 3.5429, loss: 3.5429, grad_norm: 2.6356 2020-10-23 16:04:17,102 - mmaction - INFO - Epoch [8][1200/1712] lr: 1.000e-02, eta: 2 days, 12:48:27, time: 1.177, data_time: 0.018, memory: 5822, loss_cls: 3.4537, loss: 3.4537, grad_norm: 2.6060 2020-10-23 16:04:41,402 - mmaction - INFO - Epoch [8][1220/1712] lr: 1.000e-02, eta: 2 days, 12:47:17, time: 1.208, data_time: 0.001, memory: 5822, loss_cls: 3.4757, loss: 3.4757, grad_norm: 2.6668 2020-10-23 16:05:05,052 - mmaction - INFO - Epoch [8][1240/1712] lr: 1.000e-02, eta: 2 days, 12:46:02, time: 1.188, data_time: 0.017, memory: 5822, loss_cls: 3.4935, loss: 3.4935, grad_norm: 2.6630 2020-10-23 16:05:28,659 - mmaction - INFO - Epoch [8][1260/1712] lr: 1.000e-02, eta: 2 days, 12:44:45, time: 1.179, data_time: 0.006, memory: 5822, loss_cls: 3.4625, loss: 3.4625, grad_norm: 2.6271 2020-10-23 16:05:52,297 - mmaction - INFO - Epoch [8][1280/1712] lr: 1.000e-02, eta: 2 days, 12:43:29, time: 1.182, data_time: 0.008, memory: 5822, loss_cls: 3.5895, loss: 3.5895, grad_norm: 2.7643 2020-10-23 16:06:15,717 - mmaction - INFO - Epoch [8][1300/1712] lr: 1.000e-02, eta: 2 days, 12:42:11, time: 1.173, data_time: 0.013, memory: 5822, loss_cls: 3.5113, loss: 3.5113, grad_norm: 2.6892 2020-10-23 16:06:39,421 - mmaction - INFO - Epoch [8][1320/1712] lr: 1.000e-02, eta: 2 days, 12:40:54, time: 1.175, data_time: 0.013, memory: 5822, loss_cls: 3.5334, loss: 3.5334, grad_norm: 2.7387 2020-10-23 16:07:03,115 - mmaction - INFO - Epoch [8][1340/1712] lr: 1.000e-02, eta: 2 days, 12:39:42, time: 1.195, data_time: 0.011, memory: 5822, loss_cls: 3.5481, loss: 3.5481, grad_norm: 2.6656 2020-10-23 16:07:26,677 - mmaction - INFO - Epoch [8][1360/1712] lr: 1.000e-02, eta: 2 days, 12:38:25, time: 1.177, data_time: 0.003, memory: 5822, loss_cls: 3.5088, loss: 3.5088, grad_norm: 2.7171 2020-10-23 16:07:50,370 - mmaction - INFO - Epoch [8][1380/1712] lr: 1.000e-02, eta: 2 days, 12:37:11, time: 1.184, data_time: 0.003, memory: 5822, loss_cls: 3.5537, loss: 3.5537, grad_norm: 2.6731 2020-10-23 16:08:13,823 - mmaction - INFO - Epoch [8][1400/1712] lr: 1.000e-02, eta: 2 days, 12:35:54, time: 1.175, data_time: 0.006, memory: 5822, loss_cls: 3.4724, loss: 3.4724, grad_norm: 2.5709 2020-10-23 16:08:37,656 - mmaction - INFO - Epoch [8][1420/1712] lr: 1.000e-02, eta: 2 days, 12:34:41, time: 1.192, data_time: 0.008, memory: 5822, loss_cls: 3.5533, loss: 3.5533, grad_norm: 2.6535 2020-10-23 16:09:01,029 - mmaction - INFO - Epoch [8][1440/1712] lr: 1.000e-02, eta: 2 days, 12:33:24, time: 1.169, data_time: 0.007, memory: 5822, loss_cls: 3.5281, loss: 3.5281, grad_norm: 2.6652 2020-10-23 16:09:24,242 - mmaction - INFO - Epoch [8][1460/1712] lr: 1.000e-02, eta: 2 days, 12:32:04, time: 1.160, data_time: 0.001, memory: 5822, loss_cls: 3.5497, loss: 3.5497, grad_norm: 2.6935 2020-10-23 16:09:47,005 - mmaction - INFO - Epoch [8][1480/1712] lr: 1.000e-02, eta: 2 days, 12:30:39, time: 1.138, data_time: 0.007, memory: 5822, loss_cls: 3.5432, loss: 3.5432, grad_norm: 2.6609 2020-10-23 16:10:11,366 - mmaction - INFO - Epoch [8][1500/1712] lr: 1.000e-02, eta: 2 days, 12:29:32, time: 1.209, data_time: 0.008, memory: 5822, loss_cls: 3.5171, loss: 3.5171, grad_norm: 2.7035 2020-10-23 16:10:35,003 - mmaction - INFO - Epoch [8][1520/1712] lr: 1.000e-02, eta: 2 days, 12:28:20, time: 1.191, data_time: 0.019, memory: 5822, loss_cls: 3.5099, loss: 3.5099, grad_norm: 2.6845 2020-10-23 16:10:59,042 - mmaction - INFO - Epoch [8][1540/1712] lr: 1.000e-02, eta: 2 days, 12:27:10, time: 1.201, data_time: 0.007, memory: 5822, loss_cls: 3.5153, loss: 3.5153, grad_norm: 2.6650 2020-10-23 16:11:22,749 - mmaction - INFO - Epoch [8][1560/1712] lr: 1.000e-02, eta: 2 days, 12:25:57, time: 1.185, data_time: 0.011, memory: 5822, loss_cls: 3.4873, loss: 3.4873, grad_norm: 2.6422 2020-10-23 16:11:46,035 - mmaction - INFO - Epoch [8][1580/1712] lr: 1.000e-02, eta: 2 days, 12:24:39, time: 1.164, data_time: 0.005, memory: 5822, loss_cls: 3.5233, loss: 3.5233, grad_norm: 2.6520 2020-10-23 16:12:09,672 - mmaction - INFO - Epoch [8][1600/1712] lr: 1.000e-02, eta: 2 days, 12:23:26, time: 1.184, data_time: 0.011, memory: 5822, loss_cls: 3.5788, loss: 3.5788, grad_norm: 2.7225 2020-10-23 16:12:34,582 - mmaction - INFO - Epoch [8][1620/1712] lr: 1.000e-02, eta: 2 days, 12:22:28, time: 1.245, data_time: 0.002, memory: 5822, loss_cls: 3.4930, loss: 3.4930, grad_norm: 2.6247 2020-10-23 16:12:57,914 - mmaction - INFO - Epoch [8][1640/1712] lr: 1.000e-02, eta: 2 days, 12:21:09, time: 1.157, data_time: 0.006, memory: 5822, loss_cls: 3.5644, loss: 3.5644, grad_norm: 2.6777 2020-10-23 16:13:22,013 - mmaction - INFO - Epoch [8][1660/1712] lr: 1.000e-02, eta: 2 days, 12:20:02, time: 1.209, data_time: 0.014, memory: 5822, loss_cls: 3.4415, loss: 3.4415, grad_norm: 2.6461 2020-10-23 16:13:45,957 - mmaction - INFO - Epoch [8][1680/1712] lr: 1.000e-02, eta: 2 days, 12:18:53, time: 1.198, data_time: 0.016, memory: 5822, loss_cls: 3.5010, loss: 3.5010, grad_norm: 2.6599 2020-10-23 16:14:09,686 - mmaction - INFO - Epoch [8][1700/1712] lr: 1.000e-02, eta: 2 days, 12:17:42, time: 1.191, data_time: 0.011, memory: 5822, loss_cls: 3.5160, loss: 3.5160, grad_norm: 2.6302 2020-10-23 16:15:03,138 - mmaction - INFO - Epoch [9][20/1712] lr: 1.000e-02, eta: 2 days, 12:16:03, time: 1.964, data_time: 0.883, memory: 5822, loss_cls: 3.4854, loss: 3.4854, grad_norm: 2.6370 2020-10-23 16:15:27,814 - mmaction - INFO - Epoch [9][40/1712] lr: 1.000e-02, eta: 2 days, 12:15:02, time: 1.232, data_time: 0.145, memory: 5822, loss_cls: 3.4568, loss: 3.4568, grad_norm: 2.6345 2020-10-23 16:15:51,515 - mmaction - INFO - Epoch [9][60/1712] lr: 1.000e-02, eta: 2 days, 12:13:51, time: 1.187, data_time: 0.003, memory: 5822, loss_cls: 3.4779, loss: 3.4779, grad_norm: 2.6933 2020-10-23 16:16:16,783 - mmaction - INFO - Epoch [9][80/1712] lr: 1.000e-02, eta: 2 days, 12:12:57, time: 1.262, data_time: 0.006, memory: 5822, loss_cls: 3.4853, loss: 3.4853, grad_norm: 2.6717 2020-10-23 16:16:40,037 - mmaction - INFO - Epoch [9][100/1712] lr: 1.000e-02, eta: 2 days, 12:11:39, time: 1.158, data_time: 0.005, memory: 5822, loss_cls: 3.5494, loss: 3.5494, grad_norm: 2.6946 2020-10-23 16:17:04,954 - mmaction - INFO - Epoch [9][120/1712] lr: 1.000e-02, eta: 2 days, 12:10:40, time: 1.239, data_time: 0.012, memory: 5822, loss_cls: 3.4558, loss: 3.4558, grad_norm: 2.6217 2020-10-23 16:17:29,139 - mmaction - INFO - Epoch [9][140/1712] lr: 1.000e-02, eta: 2 days, 12:09:36, time: 1.216, data_time: 0.017, memory: 5822, loss_cls: 3.4906, loss: 3.4906, grad_norm: 2.6457 2020-10-23 16:17:54,039 - mmaction - INFO - Epoch [9][160/1712] lr: 1.000e-02, eta: 2 days, 12:08:40, time: 1.250, data_time: 0.006, memory: 5822, loss_cls: 3.4567, loss: 3.4567, grad_norm: 2.5656 2020-10-23 16:18:18,957 - mmaction - INFO - Epoch [9][180/1712] lr: 1.000e-02, eta: 2 days, 12:07:43, time: 1.245, data_time: 0.001, memory: 5822, loss_cls: 3.5255, loss: 3.5255, grad_norm: 2.6973 2020-10-23 16:18:43,999 - mmaction - INFO - Epoch [9][200/1712] lr: 1.000e-02, eta: 2 days, 12:06:46, time: 1.245, data_time: 0.012, memory: 5822, loss_cls: 3.4626, loss: 3.4626, grad_norm: 2.6758 2020-10-23 16:19:09,035 - mmaction - INFO - Epoch [9][220/1712] lr: 1.000e-02, eta: 2 days, 12:05:51, time: 1.257, data_time: 0.015, memory: 5822, loss_cls: 3.4880, loss: 3.4880, grad_norm: 2.6832 2020-10-23 16:19:32,193 - mmaction - INFO - Epoch [9][240/1712] lr: 1.000e-02, eta: 2 days, 12:04:35, time: 1.162, data_time: 0.010, memory: 5822, loss_cls: 3.4850, loss: 3.4850, grad_norm: 2.6595 2020-10-23 16:19:56,616 - mmaction - INFO - Epoch [9][260/1712] lr: 1.000e-02, eta: 2 days, 12:03:32, time: 1.217, data_time: 0.002, memory: 5822, loss_cls: 3.4500, loss: 3.4500, grad_norm: 2.6262 2020-10-23 16:20:20,514 - mmaction - INFO - Epoch [9][280/1712] lr: 1.000e-02, eta: 2 days, 12:02:25, time: 1.198, data_time: 0.005, memory: 5822, loss_cls: 3.4450, loss: 3.4450, grad_norm: 2.6142 2020-10-23 16:20:44,800 - mmaction - INFO - Epoch [9][300/1712] lr: 1.000e-02, eta: 2 days, 12:01:21, time: 1.213, data_time: 0.003, memory: 5822, loss_cls: 3.4958, loss: 3.4958, grad_norm: 2.7058 2020-10-23 16:21:08,683 - mmaction - INFO - Epoch [9][320/1712] lr: 1.000e-02, eta: 2 days, 12:00:13, time: 1.195, data_time: 0.009, memory: 5822, loss_cls: 3.5580, loss: 3.5580, grad_norm: 2.7153 2020-10-23 16:21:32,608 - mmaction - INFO - Epoch [9][340/1712] lr: 1.000e-02, eta: 2 days, 11:59:05, time: 1.191, data_time: 0.002, memory: 5822, loss_cls: 3.4809, loss: 3.4809, grad_norm: 2.7346 2020-10-23 16:21:56,716 - mmaction - INFO - Epoch [9][360/1712] lr: 1.000e-02, eta: 2 days, 11:58:00, time: 1.207, data_time: 0.014, memory: 5822, loss_cls: 3.5209, loss: 3.5209, grad_norm: 2.6803 2020-10-23 16:22:20,714 - mmaction - INFO - Epoch [9][380/1712] lr: 1.000e-02, eta: 2 days, 11:56:55, time: 1.204, data_time: 0.009, memory: 5822, loss_cls: 3.5308, loss: 3.5308, grad_norm: 2.7852 2020-10-23 16:22:44,320 - mmaction - INFO - Epoch [9][400/1712] lr: 1.000e-02, eta: 2 days, 11:55:44, time: 1.181, data_time: 0.002, memory: 5822, loss_cls: 3.4730, loss: 3.4730, grad_norm: 2.6408 2020-10-23 16:23:07,883 - mmaction - INFO - Epoch [9][420/1712] lr: 1.000e-02, eta: 2 days, 11:54:33, time: 1.179, data_time: 0.008, memory: 5822, loss_cls: 3.5160, loss: 3.5160, grad_norm: 2.6724 2020-10-23 16:23:32,043 - mmaction - INFO - Epoch [9][440/1712] lr: 1.000e-02, eta: 2 days, 11:53:28, time: 1.203, data_time: 0.002, memory: 5822, loss_cls: 3.4790, loss: 3.4790, grad_norm: 2.6552 2020-10-23 16:23:55,719 - mmaction - INFO - Epoch [9][460/1712] lr: 1.000e-02, eta: 2 days, 11:52:20, time: 1.189, data_time: 0.012, memory: 5822, loss_cls: 3.4860, loss: 3.4860, grad_norm: 2.6739 2020-10-23 16:24:19,543 - mmaction - INFO - Epoch [9][480/1712] lr: 1.000e-02, eta: 2 days, 11:51:12, time: 1.191, data_time: 0.002, memory: 5822, loss_cls: 3.4819, loss: 3.4819, grad_norm: 2.6444 2020-10-23 16:24:43,188 - mmaction - INFO - Epoch [9][500/1712] lr: 1.000e-02, eta: 2 days, 11:50:03, time: 1.182, data_time: 0.003, memory: 5822, loss_cls: 3.5558, loss: 3.5558, grad_norm: 2.6677 2020-10-23 16:25:06,943 - mmaction - INFO - Epoch [9][520/1712] lr: 1.000e-02, eta: 2 days, 11:48:54, time: 1.186, data_time: 0.003, memory: 5822, loss_cls: 3.5119, loss: 3.5119, grad_norm: 2.7052 2020-10-23 16:25:30,492 - mmaction - INFO - Epoch [9][540/1712] lr: 1.000e-02, eta: 2 days, 11:47:44, time: 1.178, data_time: 0.008, memory: 5822, loss_cls: 3.4932, loss: 3.4932, grad_norm: 2.6879 2020-10-23 16:25:54,872 - mmaction - INFO - Epoch [9][560/1712] lr: 1.000e-02, eta: 2 days, 11:46:43, time: 1.219, data_time: 0.002, memory: 5822, loss_cls: 3.4894, loss: 3.4894, grad_norm: 2.6654 2020-10-23 16:26:19,678 - mmaction - INFO - Epoch [9][580/1712] lr: 1.000e-02, eta: 2 days, 11:45:47, time: 1.240, data_time: 0.006, memory: 5822, loss_cls: 3.5080, loss: 3.5080, grad_norm: 2.6947 2020-10-23 16:26:43,544 - mmaction - INFO - Epoch [9][600/1712] lr: 1.000e-02, eta: 2 days, 11:44:41, time: 1.194, data_time: 0.003, memory: 5822, loss_cls: 3.5050, loss: 3.5050, grad_norm: 2.6182 2020-10-23 16:27:07,532 - mmaction - INFO - Epoch [9][620/1712] lr: 1.000e-02, eta: 2 days, 11:43:35, time: 1.196, data_time: 0.008, memory: 5822, loss_cls: 3.4464, loss: 3.4464, grad_norm: 2.6855 2020-10-23 16:27:31,684 - mmaction - INFO - Epoch [9][640/1712] lr: 1.000e-02, eta: 2 days, 11:42:32, time: 1.209, data_time: 0.009, memory: 5822, loss_cls: 3.5052, loss: 3.5052, grad_norm: 2.6743 2020-10-23 16:27:55,966 - mmaction - INFO - Epoch [9][660/1712] lr: 1.000e-02, eta: 2 days, 11:41:31, time: 1.214, data_time: 0.003, memory: 5822, loss_cls: 3.5518, loss: 3.5518, grad_norm: 2.6822 2020-10-23 16:28:19,144 - mmaction - INFO - Epoch [9][680/1712] lr: 1.000e-02, eta: 2 days, 11:40:17, time: 1.161, data_time: 0.013, memory: 5822, loss_cls: 3.4796, loss: 3.4796, grad_norm: 2.6338 2020-10-23 16:28:43,563 - mmaction - INFO - Epoch [9][700/1712] lr: 1.000e-02, eta: 2 days, 11:39:18, time: 1.221, data_time: 0.016, memory: 5822, loss_cls: 3.4592, loss: 3.4592, grad_norm: 2.5991 2020-10-23 16:29:07,162 - mmaction - INFO - Epoch [9][720/1712] lr: 1.000e-02, eta: 2 days, 11:38:08, time: 1.175, data_time: 0.011, memory: 5822, loss_cls: 3.5423, loss: 3.5423, grad_norm: 2.6743 2020-10-23 16:29:30,619 - mmaction - INFO - Epoch [9][740/1712] lr: 1.000e-02, eta: 2 days, 11:36:59, time: 1.178, data_time: 0.013, memory: 5822, loss_cls: 3.4910, loss: 3.4910, grad_norm: 2.6676 2020-10-23 16:29:53,829 - mmaction - INFO - Epoch [9][760/1712] lr: 1.000e-02, eta: 2 days, 11:35:47, time: 1.161, data_time: 0.002, memory: 5822, loss_cls: 3.5104, loss: 3.5104, grad_norm: 2.6626 2020-10-23 16:30:18,773 - mmaction - INFO - Epoch [9][780/1712] lr: 1.000e-02, eta: 2 days, 11:34:52, time: 1.245, data_time: 0.003, memory: 5822, loss_cls: 3.5191, loss: 3.5191, grad_norm: 2.7426 2020-10-23 16:30:43,558 - mmaction - INFO - Epoch [9][800/1712] lr: 1.000e-02, eta: 2 days, 11:33:56, time: 1.236, data_time: 0.007, memory: 5822, loss_cls: 3.4382, loss: 3.4382, grad_norm: 2.6767 2020-10-23 16:31:07,508 - mmaction - INFO - Epoch [9][820/1712] lr: 1.000e-02, eta: 2 days, 11:32:53, time: 1.203, data_time: 0.015, memory: 5822, loss_cls: 3.4689, loss: 3.4689, grad_norm: 2.6863 2020-10-23 16:31:31,621 - mmaction - INFO - Epoch [9][840/1712] lr: 1.000e-02, eta: 2 days, 11:31:51, time: 1.206, data_time: 0.004, memory: 5822, loss_cls: 3.5534, loss: 3.5534, grad_norm: 2.6914 2020-10-23 16:31:56,111 - mmaction - INFO - Epoch [9][860/1712] lr: 1.000e-02, eta: 2 days, 11:30:52, time: 1.224, data_time: 0.001, memory: 5822, loss_cls: 3.4971, loss: 3.4971, grad_norm: 2.6463 2020-10-23 16:32:19,561 - mmaction - INFO - Epoch [9][880/1712] lr: 1.000e-02, eta: 2 days, 11:29:43, time: 1.173, data_time: 0.004, memory: 5822, loss_cls: 3.5055, loss: 3.5055, grad_norm: 2.7166 2020-10-23 16:32:43,108 - mmaction - INFO - Epoch [9][900/1712] lr: 1.000e-02, eta: 2 days, 11:28:35, time: 1.177, data_time: 0.003, memory: 5822, loss_cls: 3.4489, loss: 3.4489, grad_norm: 2.6532 2020-10-23 16:33:07,463 - mmaction - INFO - Epoch [9][920/1712] lr: 1.000e-02, eta: 2 days, 11:27:36, time: 1.218, data_time: 0.112, memory: 5822, loss_cls: 3.4730, loss: 3.4730, grad_norm: 2.6811 2020-10-23 16:33:31,783 - mmaction - INFO - Epoch [9][940/1712] lr: 1.000e-02, eta: 2 days, 11:26:36, time: 1.216, data_time: 0.039, memory: 5822, loss_cls: 3.4971, loss: 3.4971, grad_norm: 2.6784 2020-10-23 16:33:55,328 - mmaction - INFO - Epoch [9][960/1712] lr: 1.000e-02, eta: 2 days, 11:25:28, time: 1.177, data_time: 0.002, memory: 5822, loss_cls: 3.4934, loss: 3.4934, grad_norm: 2.6870 2020-10-23 16:34:18,723 - mmaction - INFO - Epoch [9][980/1712] lr: 1.000e-02, eta: 2 days, 11:24:19, time: 1.170, data_time: 0.005, memory: 5822, loss_cls: 3.4914, loss: 3.4914, grad_norm: 2.6868 2020-10-23 16:34:43,575 - mmaction - INFO - Epoch [9][1000/1712] lr: 1.000e-02, eta: 2 days, 11:23:23, time: 1.235, data_time: 0.003, memory: 5822, loss_cls: 3.5333, loss: 3.5333, grad_norm: 2.6416 2020-10-23 16:35:07,390 - mmaction - INFO - Epoch [9][1020/1712] lr: 1.000e-02, eta: 2 days, 11:22:20, time: 1.198, data_time: 0.022, memory: 5822, loss_cls: 3.5043, loss: 3.5043, grad_norm: 2.6893 2020-10-23 16:35:30,687 - mmaction - INFO - Epoch [9][1040/1712] lr: 1.000e-02, eta: 2 days, 11:21:10, time: 1.165, data_time: 0.004, memory: 5822, loss_cls: 3.4680, loss: 3.4680, grad_norm: 2.6633 2020-10-23 16:35:54,729 - mmaction - INFO - Epoch [9][1060/1712] lr: 1.000e-02, eta: 2 days, 11:20:08, time: 1.201, data_time: 0.002, memory: 5822, loss_cls: 3.5140, loss: 3.5140, grad_norm: 2.6631 2020-10-23 16:36:17,727 - mmaction - INFO - Epoch [9][1080/1712] lr: 1.000e-02, eta: 2 days, 11:18:54, time: 1.145, data_time: 0.003, memory: 5822, loss_cls: 3.4859, loss: 3.4859, grad_norm: 2.6478 2020-10-23 16:36:40,888 - mmaction - INFO - Epoch [9][1100/1712] lr: 1.000e-02, eta: 2 days, 11:17:44, time: 1.165, data_time: 0.009, memory: 5822, loss_cls: 3.4753, loss: 3.4753, grad_norm: 2.6626 2020-10-23 16:37:04,365 - mmaction - INFO - Epoch [9][1120/1712] lr: 1.000e-02, eta: 2 days, 11:16:35, time: 1.163, data_time: 0.010, memory: 5822, loss_cls: 3.5136, loss: 3.5136, grad_norm: 2.6661 2020-10-23 16:37:28,909 - mmaction - INFO - Epoch [9][1140/1712] lr: 1.000e-02, eta: 2 days, 11:15:41, time: 1.238, data_time: 0.017, memory: 5822, loss_cls: 3.4700, loss: 3.4700, grad_norm: 2.6615 2020-10-23 16:37:51,577 - mmaction - INFO - Epoch [9][1160/1712] lr: 1.000e-02, eta: 2 days, 11:14:25, time: 1.133, data_time: 0.008, memory: 5822, loss_cls: 3.4904, loss: 3.4904, grad_norm: 2.7100 2020-10-23 16:38:14,186 - mmaction - INFO - Epoch [9][1180/1712] lr: 1.000e-02, eta: 2 days, 11:13:08, time: 1.130, data_time: 0.008, memory: 5822, loss_cls: 3.5032, loss: 3.5032, grad_norm: 2.7297 2020-10-23 16:38:38,213 - mmaction - INFO - Epoch [9][1200/1712] lr: 1.000e-02, eta: 2 days, 11:12:07, time: 1.202, data_time: 0.004, memory: 5822, loss_cls: 3.4818, loss: 3.4818, grad_norm: 2.6326 2020-10-23 16:39:02,217 - mmaction - INFO - Epoch [9][1220/1712] lr: 1.000e-02, eta: 2 days, 11:11:05, time: 1.199, data_time: 0.005, memory: 5822, loss_cls: 3.4883, loss: 3.4883, grad_norm: 2.6479 2020-10-23 16:39:25,486 - mmaction - INFO - Epoch [9][1240/1712] lr: 1.000e-02, eta: 2 days, 11:09:56, time: 1.164, data_time: 0.004, memory: 5822, loss_cls: 3.4768, loss: 3.4768, grad_norm: 2.6075 2020-10-23 16:39:48,960 - mmaction - INFO - Epoch [9][1260/1712] lr: 1.000e-02, eta: 2 days, 11:08:49, time: 1.173, data_time: 0.001, memory: 5822, loss_cls: 3.4706, loss: 3.4706, grad_norm: 2.7009 2020-10-23 16:40:11,544 - mmaction - INFO - Epoch [9][1280/1712] lr: 1.000e-02, eta: 2 days, 11:07:33, time: 1.129, data_time: 0.005, memory: 5822, loss_cls: 3.5511, loss: 3.5511, grad_norm: 2.7695 2020-10-23 16:40:34,915 - mmaction - INFO - Epoch [9][1300/1712] lr: 1.000e-02, eta: 2 days, 11:06:26, time: 1.169, data_time: 0.002, memory: 5822, loss_cls: 3.4479, loss: 3.4479, grad_norm: 2.6247 2020-10-23 16:40:57,740 - mmaction - INFO - Epoch [9][1320/1712] lr: 1.000e-02, eta: 2 days, 11:05:12, time: 1.141, data_time: 0.006, memory: 5822, loss_cls: 3.4872, loss: 3.4872, grad_norm: 2.7650 2020-10-23 16:41:21,750 - mmaction - INFO - Epoch [9][1340/1712] lr: 1.000e-02, eta: 2 days, 11:04:12, time: 1.201, data_time: 0.002, memory: 5822, loss_cls: 3.4883, loss: 3.4883, grad_norm: 2.7440 2020-10-23 16:41:45,454 - mmaction - INFO - Epoch [9][1360/1712] lr: 1.000e-02, eta: 2 days, 11:03:08, time: 1.185, data_time: 0.008, memory: 5822, loss_cls: 3.4975, loss: 3.4975, grad_norm: 2.7036 2020-10-23 16:42:09,124 - mmaction - INFO - Epoch [9][1380/1712] lr: 1.000e-02, eta: 2 days, 11:02:04, time: 1.185, data_time: 0.002, memory: 5822, loss_cls: 3.4508, loss: 3.4508, grad_norm: 2.6599 2020-10-23 16:42:32,965 - mmaction - INFO - Epoch [9][1400/1712] lr: 1.000e-02, eta: 2 days, 11:01:02, time: 1.192, data_time: 0.006, memory: 5822, loss_cls: 3.5066, loss: 3.5066, grad_norm: 2.6456 2020-10-23 16:42:55,828 - mmaction - INFO - Epoch [9][1420/1712] lr: 1.000e-02, eta: 2 days, 10:59:50, time: 1.143, data_time: 0.002, memory: 5822, loss_cls: 3.5761, loss: 3.5761, grad_norm: 2.7027 2020-10-23 16:43:19,780 - mmaction - INFO - Epoch [9][1440/1712] lr: 1.000e-02, eta: 2 days, 10:58:49, time: 1.198, data_time: 0.001, memory: 5822, loss_cls: 3.4713, loss: 3.4713, grad_norm: 2.7018 2020-10-23 16:43:44,641 - mmaction - INFO - Epoch [9][1460/1712] lr: 1.000e-02, eta: 2 days, 10:57:57, time: 1.241, data_time: 0.001, memory: 5822, loss_cls: 3.5221, loss: 3.5221, grad_norm: 2.7070 2020-10-23 16:44:08,839 - mmaction - INFO - Epoch [9][1480/1712] lr: 1.000e-02, eta: 2 days, 10:56:59, time: 1.211, data_time: 0.006, memory: 5822, loss_cls: 3.5052, loss: 3.5052, grad_norm: 2.6605 2020-10-23 16:44:32,555 - mmaction - INFO - Epoch [9][1500/1712] lr: 1.000e-02, eta: 2 days, 10:55:56, time: 1.187, data_time: 0.007, memory: 5822, loss_cls: 3.4910, loss: 3.4910, grad_norm: 2.6470 2020-10-23 16:44:55,547 - mmaction - INFO - Epoch [9][1520/1712] lr: 1.000e-02, eta: 2 days, 10:54:46, time: 1.149, data_time: 0.003, memory: 5822, loss_cls: 3.4934, loss: 3.4934, grad_norm: 2.7302 2020-10-23 16:45:19,968 - mmaction - INFO - Epoch [9][1540/1712] lr: 1.000e-02, eta: 2 days, 10:53:49, time: 1.218, data_time: 0.005, memory: 5822, loss_cls: 3.4668, loss: 3.4668, grad_norm: 2.6308 2020-10-23 16:45:42,833 - mmaction - INFO - Epoch [9][1560/1712] lr: 1.000e-02, eta: 2 days, 10:52:39, time: 1.145, data_time: 0.005, memory: 5822, loss_cls: 3.4985, loss: 3.4985, grad_norm: 2.6409 2020-10-23 16:46:05,866 - mmaction - INFO - Epoch [9][1580/1712] lr: 1.000e-02, eta: 2 days, 10:51:29, time: 1.153, data_time: 0.006, memory: 5822, loss_cls: 3.4937, loss: 3.4937, grad_norm: 2.7235 2020-10-23 16:46:29,019 - mmaction - INFO - Epoch [9][1600/1712] lr: 1.000e-02, eta: 2 days, 10:50:21, time: 1.158, data_time: 0.002, memory: 5822, loss_cls: 3.4950, loss: 3.4950, grad_norm: 2.6432 2020-10-23 16:46:52,507 - mmaction - INFO - Epoch [9][1620/1712] lr: 1.000e-02, eta: 2 days, 10:49:16, time: 1.175, data_time: 0.001, memory: 5822, loss_cls: 3.4468, loss: 3.4468, grad_norm: 2.6685 2020-10-23 16:47:16,013 - mmaction - INFO - Epoch [9][1640/1712] lr: 1.000e-02, eta: 2 days, 10:48:12, time: 1.175, data_time: 0.006, memory: 5822, loss_cls: 3.4516, loss: 3.4516, grad_norm: 2.6932 2020-10-23 16:47:38,945 - mmaction - INFO - Epoch [9][1660/1712] lr: 1.000e-02, eta: 2 days, 10:47:02, time: 1.147, data_time: 0.006, memory: 5822, loss_cls: 3.5309, loss: 3.5309, grad_norm: 2.7072 2020-10-23 16:48:01,473 - mmaction - INFO - Epoch [9][1680/1712] lr: 1.000e-02, eta: 2 days, 10:45:48, time: 1.126, data_time: 0.001, memory: 5822, loss_cls: 3.4751, loss: 3.4751, grad_norm: 2.6767 2020-10-23 16:48:24,622 - mmaction - INFO - Epoch [9][1700/1712] lr: 1.000e-02, eta: 2 days, 10:44:40, time: 1.155, data_time: 0.003, memory: 5822, loss_cls: 3.5053, loss: 3.5053, grad_norm: 2.6832 2020-10-23 16:49:19,785 - mmaction - INFO - Epoch [10][20/1712] lr: 1.000e-02, eta: 2 days, 10:43:26, time: 2.024, data_time: 1.139, memory: 5822, loss_cls: 3.4270, loss: 3.4270, grad_norm: 2.6103 2020-10-23 16:49:44,487 - mmaction - INFO - Epoch [10][40/1712] lr: 1.000e-02, eta: 2 days, 10:42:35, time: 1.236, data_time: 0.422, memory: 5822, loss_cls: 3.4779, loss: 3.4779, grad_norm: 2.6486 2020-10-23 16:50:08,774 - mmaction - INFO - Epoch [10][60/1712] lr: 1.000e-02, eta: 2 days, 10:41:40, time: 1.218, data_time: 0.289, memory: 5822, loss_cls: 3.4426, loss: 3.4426, grad_norm: 2.6427 2020-10-23 16:50:32,420 - mmaction - INFO - Epoch [10][80/1712] lr: 1.000e-02, eta: 2 days, 10:40:37, time: 1.182, data_time: 0.018, memory: 5822, loss_cls: 3.4117, loss: 3.4117, grad_norm: 2.6515 2020-10-23 16:50:54,847 - mmaction - INFO - Epoch [10][100/1712] lr: 1.000e-02, eta: 2 days, 10:39:22, time: 1.116, data_time: 0.001, memory: 5822, loss_cls: 3.5063, loss: 3.5063, grad_norm: 2.6916 2020-10-23 16:51:17,821 - mmaction - INFO - Epoch [10][120/1712] lr: 1.000e-02, eta: 2 days, 10:38:14, time: 1.151, data_time: 0.014, memory: 5822, loss_cls: 3.4221, loss: 3.4221, grad_norm: 2.6617 2020-10-23 16:51:40,834 - mmaction - INFO - Epoch [10][140/1712] lr: 1.000e-02, eta: 2 days, 10:37:04, time: 1.145, data_time: 0.015, memory: 5822, loss_cls: 3.4694, loss: 3.4694, grad_norm: 2.6990 2020-10-23 16:52:04,404 - mmaction - INFO - Epoch [10][160/1712] lr: 1.000e-02, eta: 2 days, 10:36:02, time: 1.180, data_time: 0.022, memory: 5822, loss_cls: 3.4722, loss: 3.4722, grad_norm: 2.6636 2020-10-23 16:52:27,580 - mmaction - INFO - Epoch [10][180/1712] lr: 1.000e-02, eta: 2 days, 10:34:57, time: 1.165, data_time: 0.013, memory: 5822, loss_cls: 3.5151, loss: 3.5151, grad_norm: 2.6793 2020-10-23 16:52:50,771 - mmaction - INFO - Epoch [10][200/1712] lr: 1.000e-02, eta: 2 days, 10:33:50, time: 1.155, data_time: 0.002, memory: 5822, loss_cls: 3.4670, loss: 3.4670, grad_norm: 2.6109 2020-10-23 16:53:14,108 - mmaction - INFO - Epoch [10][220/1712] lr: 1.000e-02, eta: 2 days, 10:32:46, time: 1.170, data_time: 0.012, memory: 5822, loss_cls: 3.4739, loss: 3.4739, grad_norm: 2.6636 2020-10-23 16:53:37,833 - mmaction - INFO - Epoch [10][240/1712] lr: 1.000e-02, eta: 2 days, 10:31:44, time: 1.181, data_time: 0.007, memory: 5822, loss_cls: 3.4435, loss: 3.4435, grad_norm: 2.6692 2020-10-23 16:54:02,223 - mmaction - INFO - Epoch [10][260/1712] lr: 1.000e-02, eta: 2 days, 10:30:50, time: 1.219, data_time: 0.018, memory: 5822, loss_cls: 3.4732, loss: 3.4732, grad_norm: 2.6881 2020-10-23 16:54:25,126 - mmaction - INFO - Epoch [10][280/1712] lr: 1.000e-02, eta: 2 days, 10:29:43, time: 1.152, data_time: 0.010, memory: 5822, loss_cls: 3.4278, loss: 3.4278, grad_norm: 2.6349 2020-10-23 16:54:48,912 - mmaction - INFO - Epoch [10][300/1712] lr: 1.000e-02, eta: 2 days, 10:28:43, time: 1.187, data_time: 0.002, memory: 5822, loss_cls: 3.4794, loss: 3.4794, grad_norm: 2.7035 2020-10-23 16:55:12,285 - mmaction - INFO - Epoch [10][320/1712] lr: 1.000e-02, eta: 2 days, 10:27:39, time: 1.169, data_time: 0.012, memory: 5822, loss_cls: 3.4090, loss: 3.4090, grad_norm: 2.6556 2020-10-23 16:55:35,494 - mmaction - INFO - Epoch [10][340/1712] lr: 1.000e-02, eta: 2 days, 10:26:35, time: 1.163, data_time: 0.011, memory: 5822, loss_cls: 3.4974, loss: 3.4974, grad_norm: 2.7388 2020-10-23 16:55:59,850 - mmaction - INFO - Epoch [10][360/1712] lr: 1.000e-02, eta: 2 days, 10:25:41, time: 1.218, data_time: 0.006, memory: 5822, loss_cls: 3.5410, loss: 3.5410, grad_norm: 2.7682 2020-10-23 16:56:23,003 - mmaction - INFO - Epoch [10][380/1712] lr: 1.000e-02, eta: 2 days, 10:24:34, time: 1.154, data_time: 0.001, memory: 5822, loss_cls: 3.5001, loss: 3.5001, grad_norm: 2.6828 2020-10-23 16:56:46,480 - mmaction - INFO - Epoch [10][400/1712] lr: 1.000e-02, eta: 2 days, 10:23:33, time: 1.178, data_time: 0.006, memory: 5822, loss_cls: 3.5017, loss: 3.5017, grad_norm: 2.6953 2020-10-23 16:57:08,778 - mmaction - INFO - Epoch [10][420/1712] lr: 1.000e-02, eta: 2 days, 10:22:19, time: 1.113, data_time: 0.008, memory: 5822, loss_cls: 3.4477, loss: 3.4477, grad_norm: 2.7106 2020-10-23 16:57:31,879 - mmaction - INFO - Epoch [10][440/1712] lr: 1.000e-02, eta: 2 days, 10:21:13, time: 1.157, data_time: 0.012, memory: 5822, loss_cls: 3.5858, loss: 3.5858, grad_norm: 2.7337 2020-10-23 16:57:55,354 - mmaction - INFO - Epoch [10][460/1712] lr: 1.000e-02, eta: 2 days, 10:20:11, time: 1.172, data_time: 0.001, memory: 5822, loss_cls: 3.4451, loss: 3.4451, grad_norm: 2.6232 2020-10-23 16:58:18,911 - mmaction - INFO - Epoch [10][480/1712] lr: 1.000e-02, eta: 2 days, 10:19:10, time: 1.179, data_time: 0.011, memory: 5822, loss_cls: 3.4869, loss: 3.4869, grad_norm: 2.6833 2020-10-23 16:58:42,553 - mmaction - INFO - Epoch [10][500/1712] lr: 1.000e-02, eta: 2 days, 10:18:09, time: 1.175, data_time: 0.005, memory: 5822, loss_cls: 3.3855, loss: 3.3855, grad_norm: 2.6400 2020-10-23 16:59:06,297 - mmaction - INFO - Epoch [10][520/1712] lr: 1.000e-02, eta: 2 days, 10:17:09, time: 1.184, data_time: 0.019, memory: 5822, loss_cls: 3.4223, loss: 3.4223, grad_norm: 2.5861 2020-10-23 16:59:29,359 - mmaction - INFO - Epoch [10][540/1712] lr: 1.000e-02, eta: 2 days, 10:16:05, time: 1.161, data_time: 0.011, memory: 5822, loss_cls: 3.5191, loss: 3.5191, grad_norm: 2.6668 2020-10-23 16:59:52,793 - mmaction - INFO - Epoch [10][560/1712] lr: 1.000e-02, eta: 2 days, 10:15:03, time: 1.172, data_time: 0.013, memory: 5822, loss_cls: 3.4581, loss: 3.4581, grad_norm: 2.7107 2020-10-23 17:00:16,395 - mmaction - INFO - Epoch [10][580/1712] lr: 1.000e-02, eta: 2 days, 10:14:01, time: 1.170, data_time: 0.011, memory: 5822, loss_cls: 3.5347, loss: 3.5347, grad_norm: 2.8070 2020-10-23 17:00:39,879 - mmaction - INFO - Epoch [10][600/1712] lr: 1.000e-02, eta: 2 days, 10:13:01, time: 1.182, data_time: 0.026, memory: 5822, loss_cls: 3.4653, loss: 3.4653, grad_norm: 2.7338 2020-10-23 17:01:03,444 - mmaction - INFO - Epoch [10][620/1712] lr: 1.000e-02, eta: 2 days, 10:12:01, time: 1.178, data_time: 0.013, memory: 5822, loss_cls: 3.4496, loss: 3.4496, grad_norm: 2.7158 2020-10-23 17:01:27,064 - mmaction - INFO - Epoch [10][640/1712] lr: 1.000e-02, eta: 2 days, 10:11:02, time: 1.185, data_time: 0.007, memory: 5822, loss_cls: 3.5451, loss: 3.5451, grad_norm: 2.7343 2020-10-23 17:01:50,268 - mmaction - INFO - Epoch [10][660/1712] lr: 1.000e-02, eta: 2 days, 10:09:58, time: 1.158, data_time: 0.004, memory: 5822, loss_cls: 3.4763, loss: 3.4763, grad_norm: 2.6894 2020-10-23 17:02:14,021 - mmaction - INFO - Epoch [10][680/1712] lr: 1.000e-02, eta: 2 days, 10:09:00, time: 1.192, data_time: 0.007, memory: 5822, loss_cls: 3.4799, loss: 3.4799, grad_norm: 2.6837 2020-10-23 17:02:37,351 - mmaction - INFO - Epoch [10][700/1712] lr: 1.000e-02, eta: 2 days, 10:07:58, time: 1.165, data_time: 0.006, memory: 5822, loss_cls: 3.4526, loss: 3.4526, grad_norm: 2.6507 2020-10-23 17:03:01,114 - mmaction - INFO - Epoch [10][720/1712] lr: 1.000e-02, eta: 2 days, 10:06:59, time: 1.187, data_time: 0.004, memory: 5822, loss_cls: 3.5616, loss: 3.5616, grad_norm: 2.7547 2020-10-23 17:03:24,336 - mmaction - INFO - Epoch [10][740/1712] lr: 1.000e-02, eta: 2 days, 10:05:56, time: 1.160, data_time: 0.005, memory: 5822, loss_cls: 3.4907, loss: 3.4907, grad_norm: 2.7136 2020-10-23 17:03:48,423 - mmaction - INFO - Epoch [10][760/1712] lr: 1.000e-02, eta: 2 days, 10:05:02, time: 1.205, data_time: 0.005, memory: 5822, loss_cls: 3.4840, loss: 3.4840, grad_norm: 2.7232 2020-10-23 17:04:11,148 - mmaction - INFO - Epoch [10][780/1712] lr: 1.000e-02, eta: 2 days, 10:03:54, time: 1.139, data_time: 0.010, memory: 5822, loss_cls: 3.4715, loss: 3.4715, grad_norm: 2.6922 2020-10-23 17:04:34,953 - mmaction - INFO - Epoch [10][800/1712] lr: 1.000e-02, eta: 2 days, 10:02:57, time: 1.188, data_time: 0.009, memory: 5822, loss_cls: 3.4928, loss: 3.4928, grad_norm: 2.7249 2020-10-23 17:04:57,898 - mmaction - INFO - Epoch [10][820/1712] lr: 1.000e-02, eta: 2 days, 10:01:52, time: 1.149, data_time: 0.015, memory: 5822, loss_cls: 3.4859, loss: 3.4859, grad_norm: 2.6588 2020-10-23 17:05:21,708 - mmaction - INFO - Epoch [10][840/1712] lr: 1.000e-02, eta: 2 days, 10:00:55, time: 1.191, data_time: 0.004, memory: 5822, loss_cls: 3.4852, loss: 3.4852, grad_norm: 2.6696 2020-10-23 17:05:45,233 - mmaction - INFO - Epoch [10][860/1712] lr: 1.000e-02, eta: 2 days, 9:59:55, time: 1.176, data_time: 0.004, memory: 5822, loss_cls: 3.4721, loss: 3.4721, grad_norm: 2.7361 2020-10-23 17:06:09,175 - mmaction - INFO - Epoch [10][880/1712] lr: 1.000e-02, eta: 2 days, 9:58:59, time: 1.195, data_time: 0.005, memory: 5822, loss_cls: 3.4418, loss: 3.4418, grad_norm: 2.6390 2020-10-23 17:06:32,077 - mmaction - INFO - Epoch [10][900/1712] lr: 1.000e-02, eta: 2 days, 9:57:53, time: 1.144, data_time: 0.015, memory: 5822, loss_cls: 3.5104, loss: 3.5104, grad_norm: 2.7059 2020-10-23 17:06:55,682 - mmaction - INFO - Epoch [10][920/1712] lr: 1.000e-02, eta: 2 days, 9:56:55, time: 1.183, data_time: 0.006, memory: 5822, loss_cls: 3.5247, loss: 3.5247, grad_norm: 2.6980 2020-10-23 17:07:26,947 - mmaction - INFO - Epoch [10][940/1712] lr: 1.000e-02, eta: 2 days, 9:57:09, time: 1.563, data_time: 0.002, memory: 5822, loss_cls: 3.5012, loss: 3.5012, grad_norm: 2.7678 2020-10-23 17:08:00,632 - mmaction - INFO - Epoch [10][960/1712] lr: 1.000e-02, eta: 2 days, 9:57:45, time: 1.679, data_time: 0.002, memory: 5822, loss_cls: 3.4401, loss: 3.4401, grad_norm: 2.6896 2020-10-23 17:08:33,675 - mmaction - INFO - Epoch [10][980/1712] lr: 1.000e-02, eta: 2 days, 9:58:16, time: 1.653, data_time: 0.016, memory: 5822, loss_cls: 3.4191, loss: 3.4191, grad_norm: 2.6583 2020-10-23 17:09:06,086 - mmaction - INFO - Epoch [10][1000/1712] lr: 1.000e-02, eta: 2 days, 9:58:41, time: 1.624, data_time: 0.005, memory: 5822, loss_cls: 3.4905, loss: 3.4905, grad_norm: 2.7477 2020-10-23 17:09:38,067 - mmaction - INFO - Epoch [10][1020/1712] lr: 1.000e-02, eta: 2 days, 9:59:01, time: 1.599, data_time: 0.004, memory: 5822, loss_cls: 3.4747, loss: 3.4747, grad_norm: 2.7032 2020-10-23 17:10:10,027 - mmaction - INFO - Epoch [10][1040/1712] lr: 1.000e-02, eta: 2 days, 9:59:21, time: 1.598, data_time: 0.005, memory: 5822, loss_cls: 3.4181, loss: 3.4181, grad_norm: 2.6636 2020-10-23 17:10:43,282 - mmaction - INFO - Epoch [10][1060/1712] lr: 1.000e-02, eta: 2 days, 9:59:53, time: 1.663, data_time: 0.001, memory: 5822, loss_cls: 3.5225, loss: 3.5225, grad_norm: 2.7640 2020-10-23 17:11:15,647 - mmaction - INFO - Epoch [10][1080/1712] lr: 1.000e-02, eta: 2 days, 10:00:17, time: 1.617, data_time: 0.007, memory: 5822, loss_cls: 3.4559, loss: 3.4559, grad_norm: 2.6854 2020-10-23 17:11:39,379 - mmaction - INFO - Epoch [10][1100/1712] lr: 1.000e-02, eta: 2 days, 9:59:19, time: 1.185, data_time: 0.012, memory: 5822, loss_cls: 3.5295, loss: 3.5295, grad_norm: 2.6804 2020-10-23 17:12:02,566 - mmaction - INFO - Epoch [10][1120/1712] lr: 1.000e-02, eta: 2 days, 9:58:17, time: 1.162, data_time: 0.019, memory: 5822, loss_cls: 3.4712, loss: 3.4712, grad_norm: 2.7031 2020-10-23 17:12:26,155 - mmaction - INFO - Epoch [10][1140/1712] lr: 1.000e-02, eta: 2 days, 9:57:18, time: 1.178, data_time: 0.005, memory: 5822, loss_cls: 3.5134, loss: 3.5134, grad_norm: 2.7053 2020-10-23 17:12:49,807 - mmaction - INFO - Epoch [10][1160/1712] lr: 1.000e-02, eta: 2 days, 9:56:20, time: 1.185, data_time: 0.005, memory: 5822, loss_cls: 3.4236, loss: 3.4236, grad_norm: 2.6764 2020-10-23 17:13:13,465 - mmaction - INFO - Epoch [10][1180/1712] lr: 1.000e-02, eta: 2 days, 9:55:22, time: 1.182, data_time: 0.008, memory: 5822, loss_cls: 3.4645, loss: 3.4645, grad_norm: 2.7544 2020-10-23 17:13:37,143 - mmaction - INFO - Epoch [10][1200/1712] lr: 1.000e-02, eta: 2 days, 9:54:24, time: 1.182, data_time: 0.002, memory: 5822, loss_cls: 3.4921, loss: 3.4921, grad_norm: 2.7254 2020-10-23 17:14:00,542 - mmaction - INFO - Epoch [10][1220/1712] lr: 1.000e-02, eta: 2 days, 9:53:24, time: 1.170, data_time: 0.012, memory: 5822, loss_cls: 3.5095, loss: 3.5095, grad_norm: 2.7267 2020-10-23 17:14:23,670 - mmaction - INFO - Epoch [10][1240/1712] lr: 1.000e-02, eta: 2 days, 9:52:22, time: 1.158, data_time: 0.005, memory: 5822, loss_cls: 3.4739, loss: 3.4739, grad_norm: 2.6925 2020-10-23 17:14:47,330 - mmaction - INFO - Epoch [10][1260/1712] lr: 1.000e-02, eta: 2 days, 9:51:24, time: 1.183, data_time: 0.003, memory: 5822, loss_cls: 3.4709, loss: 3.4709, grad_norm: 2.6634 2020-10-23 17:15:09,942 - mmaction - INFO - Epoch [10][1280/1712] lr: 1.000e-02, eta: 2 days, 9:50:17, time: 1.131, data_time: 0.007, memory: 5822, loss_cls: 3.4594, loss: 3.4594, grad_norm: 2.7065 2020-10-23 17:15:34,757 - mmaction - INFO - Epoch [10][1300/1712] lr: 1.000e-02, eta: 2 days, 9:49:30, time: 1.240, data_time: 0.001, memory: 5822, loss_cls: 3.3963, loss: 3.3963, grad_norm: 2.6671 2020-10-23 17:15:57,826 - mmaction - INFO - Epoch [10][1320/1712] lr: 1.000e-02, eta: 2 days, 9:48:26, time: 1.148, data_time: 0.007, memory: 5822, loss_cls: 3.4688, loss: 3.4688, grad_norm: 2.6748 2020-10-23 17:16:20,240 - mmaction - INFO - Epoch [10][1340/1712] lr: 1.000e-02, eta: 2 days, 9:47:18, time: 1.122, data_time: 0.007, memory: 5822, loss_cls: 3.4574, loss: 3.4574, grad_norm: 2.6896 2020-10-23 17:16:42,831 - mmaction - INFO - Epoch [10][1360/1712] lr: 1.000e-02, eta: 2 days, 9:46:12, time: 1.133, data_time: 0.016, memory: 5822, loss_cls: 3.4668, loss: 3.4668, grad_norm: 2.7091 2020-10-23 17:17:06,625 - mmaction - INFO - Epoch [10][1380/1712] lr: 1.000e-02, eta: 2 days, 9:45:15, time: 1.186, data_time: 0.015, memory: 5822, loss_cls: 3.4687, loss: 3.4687, grad_norm: 2.6583 2020-10-23 17:17:29,913 - mmaction - INFO - Epoch [10][1400/1712] lr: 1.000e-02, eta: 2 days, 9:44:15, time: 1.167, data_time: 0.013, memory: 5822, loss_cls: 3.4638, loss: 3.4638, grad_norm: 2.6798 2020-10-23 17:17:53,998 - mmaction - INFO - Epoch [10][1420/1712] lr: 1.000e-02, eta: 2 days, 9:43:22, time: 1.205, data_time: 0.004, memory: 5822, loss_cls: 3.4890, loss: 3.4890, grad_norm: 2.7004 2020-10-23 17:18:16,928 - mmaction - INFO - Epoch [10][1440/1712] lr: 1.000e-02, eta: 2 days, 9:42:19, time: 1.146, data_time: 0.010, memory: 5822, loss_cls: 3.4475, loss: 3.4475, grad_norm: 2.7103 2020-10-23 17:18:40,347 - mmaction - INFO - Epoch [10][1460/1712] lr: 1.000e-02, eta: 2 days, 9:41:20, time: 1.171, data_time: 0.010, memory: 5822, loss_cls: 3.4054, loss: 3.4054, grad_norm: 2.6806 2020-10-23 17:19:03,767 - mmaction - INFO - Epoch [10][1480/1712] lr: 1.000e-02, eta: 2 days, 9:40:21, time: 1.171, data_time: 0.007, memory: 5822, loss_cls: 3.4261, loss: 3.4261, grad_norm: 2.7040 2020-10-23 17:19:26,777 - mmaction - INFO - Epoch [10][1500/1712] lr: 1.000e-02, eta: 2 days, 9:39:19, time: 1.153, data_time: 0.005, memory: 5822, loss_cls: 3.4759, loss: 3.4759, grad_norm: 2.6822 2020-10-23 17:19:50,291 - mmaction - INFO - Epoch [10][1520/1712] lr: 1.000e-02, eta: 2 days, 9:38:21, time: 1.174, data_time: 0.004, memory: 5822, loss_cls: 3.4864, loss: 3.4864, grad_norm: 2.6966 2020-10-23 17:20:13,630 - mmaction - INFO - Epoch [10][1540/1712] lr: 1.000e-02, eta: 2 days, 9:37:22, time: 1.169, data_time: 0.015, memory: 5822, loss_cls: 3.4747, loss: 3.4747, grad_norm: 2.6797 2020-10-23 17:20:37,358 - mmaction - INFO - Epoch [10][1560/1712] lr: 1.000e-02, eta: 2 days, 9:36:26, time: 1.187, data_time: 0.006, memory: 5822, loss_cls: 3.4994, loss: 3.4994, grad_norm: 2.7651 2020-10-23 17:21:00,704 - mmaction - INFO - Epoch [10][1580/1712] lr: 1.000e-02, eta: 2 days, 9:35:26, time: 1.165, data_time: 0.001, memory: 5822, loss_cls: 3.4255, loss: 3.4255, grad_norm: 2.7174 2020-10-23 17:21:24,250 - mmaction - INFO - Epoch [10][1600/1712] lr: 1.000e-02, eta: 2 days, 9:34:29, time: 1.177, data_time: 0.006, memory: 5822, loss_cls: 3.4520, loss: 3.4520, grad_norm: 2.6704 2020-10-23 17:21:47,675 - mmaction - INFO - Epoch [10][1620/1712] lr: 1.000e-02, eta: 2 days, 9:33:31, time: 1.171, data_time: 0.004, memory: 5822, loss_cls: 3.4686, loss: 3.4686, grad_norm: 2.6951 2020-10-23 17:22:11,603 - mmaction - INFO - Epoch [10][1640/1712] lr: 1.000e-02, eta: 2 days, 9:32:38, time: 1.197, data_time: 0.004, memory: 5822, loss_cls: 3.4722, loss: 3.4722, grad_norm: 2.6937 2020-10-23 17:22:35,204 - mmaction - INFO - Epoch [10][1660/1712] lr: 1.000e-02, eta: 2 days, 9:31:39, time: 1.169, data_time: 0.010, memory: 5822, loss_cls: 3.4617, loss: 3.4617, grad_norm: 2.7390 2020-10-23 17:22:58,429 - mmaction - INFO - Epoch [10][1680/1712] lr: 1.000e-02, eta: 2 days, 9:30:42, time: 1.173, data_time: 0.017, memory: 5822, loss_cls: 3.4456, loss: 3.4456, grad_norm: 2.6266 2020-10-23 17:23:22,443 - mmaction - INFO - Epoch [10][1700/1712] lr: 1.000e-02, eta: 2 days, 9:29:47, time: 1.191, data_time: 0.012, memory: 5822, loss_cls: 3.4498, loss: 3.4498, grad_norm: 2.7198 2020-10-23 17:23:36,998 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-23 17:26:46,839 - mmaction - INFO - Epoch [11][20/1712] lr: 1.000e-02, eta: 2 days, 9:27:24, time: 1.591, data_time: 1.053, memory: 5822, loss_cls: 3.4249, loss: 3.4249, grad_norm: 2.6750 2020-10-23 17:27:10,088 - mmaction - INFO - Epoch [11][40/1712] lr: 1.000e-02, eta: 2 days, 9:26:25, time: 1.166, data_time: 0.531, memory: 5822, loss_cls: 3.4534, loss: 3.4534, grad_norm: 2.7260 2020-10-23 17:27:34,824 - mmaction - INFO - Epoch [11][60/1712] lr: 1.000e-02, eta: 2 days, 9:25:40, time: 1.237, data_time: 0.335, memory: 5822, loss_cls: 3.4357, loss: 3.4357, grad_norm: 2.6046 2020-10-23 17:27:58,648 - mmaction - INFO - Epoch [11][80/1712] lr: 1.000e-02, eta: 2 days, 9:24:45, time: 1.188, data_time: 0.067, memory: 5822, loss_cls: 3.5405, loss: 3.5405, grad_norm: 2.7113 2020-10-23 17:28:22,503 - mmaction - INFO - Epoch [11][100/1712] lr: 1.000e-02, eta: 2 days, 9:23:52, time: 1.194, data_time: 0.012, memory: 5822, loss_cls: 3.4566, loss: 3.4566, grad_norm: 2.7055 2020-10-23 17:28:46,902 - mmaction - INFO - Epoch [11][120/1712] lr: 1.000e-02, eta: 2 days, 9:23:03, time: 1.220, data_time: 0.013, memory: 5822, loss_cls: 3.4771, loss: 3.4771, grad_norm: 2.6858 2020-10-23 17:29:10,786 - mmaction - INFO - Epoch [11][140/1712] lr: 1.000e-02, eta: 2 days, 9:22:09, time: 1.191, data_time: 0.009, memory: 5822, loss_cls: 3.4831, loss: 3.4831, grad_norm: 2.7091 2020-10-23 17:29:34,524 - mmaction - INFO - Epoch [11][160/1712] lr: 1.000e-02, eta: 2 days, 9:21:15, time: 1.190, data_time: 0.007, memory: 5822, loss_cls: 3.5070, loss: 3.5070, grad_norm: 2.7116 2020-10-23 17:29:58,141 - mmaction - INFO - Epoch [11][180/1712] lr: 1.000e-02, eta: 2 days, 9:20:20, time: 1.179, data_time: 0.008, memory: 5822, loss_cls: 3.4040, loss: 3.4040, grad_norm: 2.6309 2020-10-23 17:30:21,734 - mmaction - INFO - Epoch [11][200/1712] lr: 1.000e-02, eta: 2 days, 9:19:25, time: 1.183, data_time: 0.006, memory: 5822, loss_cls: 3.4360, loss: 3.4360, grad_norm: 2.7660 2020-10-23 17:30:44,733 - mmaction - INFO - Epoch [11][220/1712] lr: 1.000e-02, eta: 2 days, 9:18:24, time: 1.151, data_time: 0.002, memory: 5822, loss_cls: 3.4567, loss: 3.4567, grad_norm: 2.7587 2020-10-23 17:31:08,203 - mmaction - INFO - Epoch [11][240/1712] lr: 1.000e-02, eta: 2 days, 9:17:28, time: 1.174, data_time: 0.004, memory: 5822, loss_cls: 3.4450, loss: 3.4450, grad_norm: 2.7224 2020-10-23 17:31:31,923 - mmaction - INFO - Epoch [11][260/1712] lr: 1.000e-02, eta: 2 days, 9:16:33, time: 1.185, data_time: 0.011, memory: 5822, loss_cls: 3.4793, loss: 3.4793, grad_norm: 2.6919 2020-10-23 17:31:55,446 - mmaction - INFO - Epoch [11][280/1712] lr: 1.000e-02, eta: 2 days, 9:15:37, time: 1.174, data_time: 0.003, memory: 5822, loss_cls: 3.4456, loss: 3.4456, grad_norm: 2.6972 2020-10-23 17:32:18,504 - mmaction - INFO - Epoch [11][300/1712] lr: 1.000e-02, eta: 2 days, 9:14:38, time: 1.156, data_time: 0.014, memory: 5822, loss_cls: 3.4739, loss: 3.4739, grad_norm: 2.7296 2020-10-23 17:32:41,771 - mmaction - INFO - Epoch [11][320/1712] lr: 1.000e-02, eta: 2 days, 9:13:40, time: 1.162, data_time: 0.004, memory: 5822, loss_cls: 3.4544, loss: 3.4544, grad_norm: 2.6967 2020-10-23 17:33:05,775 - mmaction - INFO - Epoch [11][340/1712] lr: 1.000e-02, eta: 2 days, 9:12:48, time: 1.201, data_time: 0.006, memory: 5822, loss_cls: 3.4776, loss: 3.4776, grad_norm: 2.7080 2020-10-23 17:33:28,878 - mmaction - INFO - Epoch [11][360/1712] lr: 1.000e-02, eta: 2 days, 9:11:49, time: 1.154, data_time: 0.006, memory: 5822, loss_cls: 3.3955, loss: 3.3955, grad_norm: 2.6631 2020-10-23 17:33:51,773 - mmaction - INFO - Epoch [11][380/1712] lr: 1.000e-02, eta: 2 days, 9:10:48, time: 1.146, data_time: 0.004, memory: 5822, loss_cls: 3.4571, loss: 3.4571, grad_norm: 2.6468 2020-10-23 17:34:16,033 - mmaction - INFO - Epoch [11][400/1712] lr: 1.000e-02, eta: 2 days, 9:09:59, time: 1.213, data_time: 0.005, memory: 5822, loss_cls: 3.4666, loss: 3.4666, grad_norm: 2.7361 2020-10-23 17:34:38,187 - mmaction - INFO - Epoch [11][420/1712] lr: 1.000e-02, eta: 2 days, 9:08:52, time: 1.108, data_time: 0.013, memory: 5822, loss_cls: 3.4307, loss: 3.4307, grad_norm: 2.7410 2020-10-23 17:35:01,915 - mmaction - INFO - Epoch [11][440/1712] lr: 1.000e-02, eta: 2 days, 9:07:58, time: 1.183, data_time: 0.002, memory: 5822, loss_cls: 3.4527, loss: 3.4527, grad_norm: 2.7463 2020-10-23 17:35:24,641 - mmaction - INFO - Epoch [11][460/1712] lr: 1.000e-02, eta: 2 days, 9:06:56, time: 1.139, data_time: 0.009, memory: 5822, loss_cls: 3.4702, loss: 3.4702, grad_norm: 2.7454 2020-10-23 17:35:47,344 - mmaction - INFO - Epoch [11][480/1712] lr: 1.000e-02, eta: 2 days, 9:05:54, time: 1.136, data_time: 0.001, memory: 5822, loss_cls: 3.4569, loss: 3.4569, grad_norm: 2.7300 2020-10-23 17:36:11,391 - mmaction - INFO - Epoch [11][500/1712] lr: 1.000e-02, eta: 2 days, 9:05:04, time: 1.202, data_time: 0.005, memory: 5822, loss_cls: 3.4595, loss: 3.4595, grad_norm: 2.7245 2020-10-23 17:36:35,159 - mmaction - INFO - Epoch [11][520/1712] lr: 1.000e-02, eta: 2 days, 9:04:11, time: 1.188, data_time: 0.011, memory: 5822, loss_cls: 3.4534, loss: 3.4534, grad_norm: 2.7390 2020-10-23 17:36:59,332 - mmaction - INFO - Epoch [11][540/1712] lr: 1.000e-02, eta: 2 days, 9:03:21, time: 1.208, data_time: 0.012, memory: 5822, loss_cls: 3.4231, loss: 3.4231, grad_norm: 2.7282 2020-10-23 17:37:24,116 - mmaction - INFO - Epoch [11][560/1712] lr: 1.000e-02, eta: 2 days, 9:02:37, time: 1.238, data_time: 0.004, memory: 5822, loss_cls: 3.3922, loss: 3.3922, grad_norm: 2.6744 2020-10-23 17:37:47,166 - mmaction - INFO - Epoch [11][580/1712] lr: 1.000e-02, eta: 2 days, 9:01:38, time: 1.153, data_time: 0.003, memory: 5822, loss_cls: 3.4427, loss: 3.4427, grad_norm: 2.7387 2020-10-23 17:38:10,035 - mmaction - INFO - Epoch [11][600/1712] lr: 1.000e-02, eta: 2 days, 9:00:38, time: 1.145, data_time: 0.004, memory: 5822, loss_cls: 3.4096, loss: 3.4096, grad_norm: 2.6996 2020-10-23 17:38:34,699 - mmaction - INFO - Epoch [11][620/1712] lr: 1.000e-02, eta: 2 days, 8:59:53, time: 1.230, data_time: 0.007, memory: 5822, loss_cls: 3.4443, loss: 3.4443, grad_norm: 2.6151 2020-10-23 17:38:58,660 - mmaction - INFO - Epoch [11][640/1712] lr: 1.000e-02, eta: 2 days, 8:59:03, time: 1.199, data_time: 0.012, memory: 5822, loss_cls: 3.3686, loss: 3.3686, grad_norm: 2.6373 2020-10-23 17:39:22,487 - mmaction - INFO - Epoch [11][660/1712] lr: 1.000e-02, eta: 2 days, 8:58:10, time: 1.189, data_time: 0.002, memory: 5822, loss_cls: 3.4249, loss: 3.4249, grad_norm: 2.6745 2020-10-23 17:39:45,889 - mmaction - INFO - Epoch [11][680/1712] lr: 1.000e-02, eta: 2 days, 8:57:15, time: 1.171, data_time: 0.004, memory: 5822, loss_cls: 3.5215, loss: 3.5215, grad_norm: 2.7029 2020-10-23 17:40:09,943 - mmaction - INFO - Epoch [11][700/1712] lr: 1.000e-02, eta: 2 days, 8:56:26, time: 1.206, data_time: 0.014, memory: 5822, loss_cls: 3.4483, loss: 3.4483, grad_norm: 2.6960 2020-10-23 17:40:32,659 - mmaction - INFO - Epoch [11][720/1712] lr: 1.000e-02, eta: 2 days, 8:55:24, time: 1.135, data_time: 0.002, memory: 5822, loss_cls: 3.4499, loss: 3.4499, grad_norm: 2.7545 2020-10-23 17:40:56,567 - mmaction - INFO - Epoch [11][740/1712] lr: 1.000e-02, eta: 2 days, 8:54:33, time: 1.196, data_time: 0.003, memory: 5822, loss_cls: 3.4202, loss: 3.4202, grad_norm: 2.7165 2020-10-23 17:41:19,742 - mmaction - INFO - Epoch [11][760/1712] lr: 1.000e-02, eta: 2 days, 8:53:36, time: 1.158, data_time: 0.002, memory: 5822, loss_cls: 3.4739, loss: 3.4739, grad_norm: 2.7602 2020-10-23 17:41:42,815 - mmaction - INFO - Epoch [11][780/1712] lr: 1.000e-02, eta: 2 days, 8:52:38, time: 1.154, data_time: 0.012, memory: 5822, loss_cls: 3.4923, loss: 3.4923, grad_norm: 2.7048 2020-10-23 17:42:05,995 - mmaction - INFO - Epoch [11][800/1712] lr: 1.000e-02, eta: 2 days, 8:51:41, time: 1.155, data_time: 0.008, memory: 5822, loss_cls: 3.4738, loss: 3.4738, grad_norm: 2.7044 2020-10-23 17:42:29,357 - mmaction - INFO - Epoch [11][820/1712] lr: 1.000e-02, eta: 2 days, 8:50:46, time: 1.173, data_time: 0.010, memory: 5822, loss_cls: 3.4680, loss: 3.4680, grad_norm: 2.7445 2020-10-23 17:42:53,351 - mmaction - INFO - Epoch [11][840/1712] lr: 1.000e-02, eta: 2 days, 8:49:56, time: 1.198, data_time: 0.002, memory: 5822, loss_cls: 3.4095, loss: 3.4095, grad_norm: 2.7171 2020-10-23 17:43:16,362 - mmaction - INFO - Epoch [11][860/1712] lr: 1.000e-02, eta: 2 days, 8:48:57, time: 1.148, data_time: 0.007, memory: 5822, loss_cls: 3.4732, loss: 3.4732, grad_norm: 2.6772 2020-10-23 17:43:40,565 - mmaction - INFO - Epoch [11][880/1712] lr: 1.000e-02, eta: 2 days, 8:48:10, time: 1.214, data_time: 0.009, memory: 5822, loss_cls: 3.4418, loss: 3.4418, grad_norm: 2.7273 2020-10-23 17:44:03,737 - mmaction - INFO - Epoch [11][900/1712] lr: 1.000e-02, eta: 2 days, 8:47:13, time: 1.156, data_time: 0.011, memory: 5822, loss_cls: 3.4497, loss: 3.4497, grad_norm: 2.7609 2020-10-23 17:44:27,900 - mmaction - INFO - Epoch [11][920/1712] lr: 1.000e-02, eta: 2 days, 8:46:25, time: 1.211, data_time: 0.005, memory: 5822, loss_cls: 3.4660, loss: 3.4660, grad_norm: 2.6971 2020-10-23 17:44:51,101 - mmaction - INFO - Epoch [11][940/1712] lr: 1.000e-02, eta: 2 days, 8:45:29, time: 1.160, data_time: 0.002, memory: 5822, loss_cls: 3.4745, loss: 3.4745, grad_norm: 2.7061 2020-10-23 17:45:14,505 - mmaction - INFO - Epoch [11][960/1712] lr: 1.000e-02, eta: 2 days, 8:44:34, time: 1.168, data_time: 0.005, memory: 5822, loss_cls: 3.5035, loss: 3.5035, grad_norm: 2.7522 2020-10-23 17:45:37,942 - mmaction - INFO - Epoch [11][980/1712] lr: 1.000e-02, eta: 2 days, 8:43:40, time: 1.172, data_time: 0.011, memory: 5822, loss_cls: 3.4894, loss: 3.4894, grad_norm: 2.7202 2020-10-23 17:46:01,483 - mmaction - INFO - Epoch [11][1000/1712] lr: 1.000e-02, eta: 2 days, 8:42:46, time: 1.169, data_time: 0.004, memory: 5822, loss_cls: 3.4046, loss: 3.4046, grad_norm: 2.6818 2020-10-23 17:46:25,471 - mmaction - INFO - Epoch [11][1020/1712] lr: 1.000e-02, eta: 2 days, 8:41:58, time: 1.208, data_time: 0.012, memory: 5822, loss_cls: 3.4716, loss: 3.4716, grad_norm: 2.7049 2020-10-23 17:46:49,192 - mmaction - INFO - Epoch [11][1040/1712] lr: 1.000e-02, eta: 2 days, 8:41:06, time: 1.182, data_time: 0.006, memory: 5822, loss_cls: 3.4231, loss: 3.4231, grad_norm: 2.6708 2020-10-23 17:47:13,093 - mmaction - INFO - Epoch [11][1060/1712] lr: 1.000e-02, eta: 2 days, 8:40:16, time: 1.196, data_time: 0.011, memory: 5822, loss_cls: 3.4794, loss: 3.4794, grad_norm: 2.7637 2020-10-23 17:47:36,367 - mmaction - INFO - Epoch [11][1080/1712] lr: 1.000e-02, eta: 2 days, 8:39:21, time: 1.168, data_time: 0.018, memory: 5822, loss_cls: 3.4545, loss: 3.4545, grad_norm: 2.7197 2020-10-23 17:47:59,184 - mmaction - INFO - Epoch [11][1100/1712] lr: 1.000e-02, eta: 2 days, 8:38:22, time: 1.142, data_time: 0.007, memory: 5822, loss_cls: 3.4695, loss: 3.4695, grad_norm: 2.6977 2020-10-23 17:48:23,012 - mmaction - INFO - Epoch [11][1120/1712] lr: 1.000e-02, eta: 2 days, 8:37:30, time: 1.179, data_time: 0.003, memory: 5822, loss_cls: 3.4432, loss: 3.4432, grad_norm: 2.7414 2020-10-23 17:48:46,005 - mmaction - INFO - Epoch [11][1140/1712] lr: 1.000e-02, eta: 2 days, 8:36:35, time: 1.162, data_time: 0.014, memory: 5822, loss_cls: 3.4657, loss: 3.4657, grad_norm: 2.6992 2020-10-23 17:49:09,857 - mmaction - INFO - Epoch [11][1160/1712] lr: 1.000e-02, eta: 2 days, 8:35:44, time: 1.189, data_time: 0.011, memory: 5822, loss_cls: 3.4968, loss: 3.4968, grad_norm: 2.7731 2020-10-23 17:49:33,864 - mmaction - INFO - Epoch [11][1180/1712] lr: 1.000e-02, eta: 2 days, 8:34:54, time: 1.191, data_time: 0.012, memory: 5822, loss_cls: 3.4553, loss: 3.4553, grad_norm: 2.6977 2020-10-23 17:49:56,635 - mmaction - INFO - Epoch [11][1200/1712] lr: 1.000e-02, eta: 2 days, 8:33:56, time: 1.149, data_time: 0.020, memory: 5822, loss_cls: 3.3905, loss: 3.3905, grad_norm: 2.6907 2020-10-23 17:50:19,713 - mmaction - INFO - Epoch [11][1220/1712] lr: 1.000e-02, eta: 2 days, 8:33:01, time: 1.157, data_time: 0.006, memory: 5822, loss_cls: 3.4771, loss: 3.4771, grad_norm: 2.7408 2020-10-23 17:50:42,440 - mmaction - INFO - Epoch [11][1240/1712] lr: 1.000e-02, eta: 2 days, 8:32:01, time: 1.137, data_time: 0.005, memory: 5822, loss_cls: 3.4647, loss: 3.4647, grad_norm: 2.7312 2020-10-23 17:51:05,789 - mmaction - INFO - Epoch [11][1260/1712] lr: 1.000e-02, eta: 2 days, 8:31:07, time: 1.166, data_time: 0.012, memory: 5822, loss_cls: 3.4774, loss: 3.4774, grad_norm: 2.7018 2020-10-23 17:51:28,751 - mmaction - INFO - Epoch [11][1280/1712] lr: 1.000e-02, eta: 2 days, 8:30:10, time: 1.144, data_time: 0.003, memory: 5822, loss_cls: 3.3803, loss: 3.3803, grad_norm: 2.6694 2020-10-23 17:51:52,486 - mmaction - INFO - Epoch [11][1300/1712] lr: 1.000e-02, eta: 2 days, 8:29:18, time: 1.184, data_time: 0.005, memory: 5822, loss_cls: 3.4731, loss: 3.4731, grad_norm: 2.7248 2020-10-23 17:52:16,123 - mmaction - INFO - Epoch [11][1320/1712] lr: 1.000e-02, eta: 2 days, 8:28:28, time: 1.187, data_time: 0.020, memory: 5822, loss_cls: 3.4701, loss: 3.4701, grad_norm: 2.7046 2020-10-23 17:52:39,449 - mmaction - INFO - Epoch [11][1340/1712] lr: 1.000e-02, eta: 2 days, 8:27:34, time: 1.166, data_time: 0.019, memory: 5822, loss_cls: 3.4775, loss: 3.4775, grad_norm: 2.7287 2020-10-23 17:53:02,467 - mmaction - INFO - Epoch [11][1360/1712] lr: 1.000e-02, eta: 2 days, 8:26:38, time: 1.153, data_time: 0.004, memory: 5822, loss_cls: 3.4638, loss: 3.4638, grad_norm: 2.6870 2020-10-23 17:53:26,110 - mmaction - INFO - Epoch [11][1380/1712] lr: 1.000e-02, eta: 2 days, 8:25:47, time: 1.184, data_time: 0.004, memory: 5822, loss_cls: 3.4464, loss: 3.4464, grad_norm: 2.7089 2020-10-23 17:53:49,830 - mmaction - INFO - Epoch [11][1400/1712] lr: 1.000e-02, eta: 2 days, 8:24:57, time: 1.186, data_time: 0.002, memory: 5822, loss_cls: 3.4261, loss: 3.4261, grad_norm: 2.7547 2020-10-23 17:54:13,016 - mmaction - INFO - Epoch [11][1420/1712] lr: 1.000e-02, eta: 2 days, 8:24:02, time: 1.159, data_time: 0.001, memory: 5822, loss_cls: 3.4728, loss: 3.4728, grad_norm: 2.7068 2020-10-23 17:54:37,157 - mmaction - INFO - Epoch [11][1440/1712] lr: 1.000e-02, eta: 2 days, 8:23:15, time: 1.207, data_time: 0.007, memory: 5822, loss_cls: 3.4086, loss: 3.4086, grad_norm: 2.7621 2020-10-23 17:55:00,894 - mmaction - INFO - Epoch [11][1460/1712] lr: 1.000e-02, eta: 2 days, 8:22:24, time: 1.178, data_time: 0.002, memory: 5822, loss_cls: 3.4097, loss: 3.4097, grad_norm: 2.7135 2020-10-23 17:55:24,240 - mmaction - INFO - Epoch [11][1480/1712] lr: 1.000e-02, eta: 2 days, 8:21:32, time: 1.175, data_time: 0.009, memory: 5822, loss_cls: 3.4237, loss: 3.4237, grad_norm: 2.7312 2020-10-23 17:55:47,076 - mmaction - INFO - Epoch [11][1500/1712] lr: 1.000e-02, eta: 2 days, 8:20:34, time: 1.141, data_time: 0.001, memory: 5822, loss_cls: 3.3921, loss: 3.3921, grad_norm: 2.6614 2020-10-23 17:56:10,286 - mmaction - INFO - Epoch [11][1520/1712] lr: 1.000e-02, eta: 2 days, 8:19:40, time: 1.161, data_time: 0.006, memory: 5822, loss_cls: 3.4531, loss: 3.4531, grad_norm: 2.7247 2020-10-23 17:56:34,091 - mmaction - INFO - Epoch [11][1540/1712] lr: 1.000e-02, eta: 2 days, 8:18:51, time: 1.188, data_time: 0.003, memory: 5822, loss_cls: 3.3966, loss: 3.3966, grad_norm: 2.6923 2020-10-23 17:56:58,447 - mmaction - INFO - Epoch [11][1560/1712] lr: 1.000e-02, eta: 2 days, 8:18:05, time: 1.215, data_time: 0.010, memory: 5822, loss_cls: 3.4175, loss: 3.4175, grad_norm: 2.7015 2020-10-23 17:57:21,087 - mmaction - INFO - Epoch [11][1580/1712] lr: 1.000e-02, eta: 2 days, 8:17:06, time: 1.131, data_time: 0.006, memory: 5822, loss_cls: 3.4872, loss: 3.4872, grad_norm: 2.7177 2020-10-23 17:57:45,391 - mmaction - INFO - Epoch [11][1600/1712] lr: 1.000e-02, eta: 2 days, 8:16:22, time: 1.220, data_time: 0.013, memory: 5822, loss_cls: 3.4129, loss: 3.4129, grad_norm: 2.7238 2020-10-23 17:58:08,695 - mmaction - INFO - Epoch [11][1620/1712] lr: 1.000e-02, eta: 2 days, 8:15:29, time: 1.166, data_time: 0.016, memory: 5822, loss_cls: 3.3756, loss: 3.3756, grad_norm: 2.7108 2020-10-23 17:58:31,855 - mmaction - INFO - Epoch [11][1640/1712] lr: 1.000e-02, eta: 2 days, 8:14:35, time: 1.156, data_time: 0.007, memory: 5822, loss_cls: 3.4184, loss: 3.4184, grad_norm: 2.6427 2020-10-23 17:58:55,451 - mmaction - INFO - Epoch [11][1660/1712] lr: 1.000e-02, eta: 2 days, 8:13:44, time: 1.181, data_time: 0.003, memory: 5822, loss_cls: 3.5102, loss: 3.5102, grad_norm: 2.7011 2020-10-23 17:59:18,527 - mmaction - INFO - Epoch [11][1680/1712] lr: 1.000e-02, eta: 2 days, 8:12:49, time: 1.155, data_time: 0.007, memory: 5822, loss_cls: 3.4361, loss: 3.4361, grad_norm: 2.6888 2020-10-23 17:59:42,141 - mmaction - INFO - Epoch [11][1700/1712] lr: 1.000e-02, eta: 2 days, 8:11:58, time: 1.176, data_time: 0.006, memory: 5822, loss_cls: 3.3830, loss: 3.3830, grad_norm: 2.6398 2020-10-23 18:00:43,718 - mmaction - INFO - Epoch [12][20/1712] lr: 1.000e-02, eta: 2 days, 8:11:52, time: 2.346, data_time: 1.424, memory: 5822, loss_cls: 3.3720, loss: 3.3720, grad_norm: 2.7051 2020-10-23 18:01:08,842 - mmaction - INFO - Epoch [12][40/1712] lr: 1.000e-02, eta: 2 days, 8:11:14, time: 1.259, data_time: 0.068, memory: 5822, loss_cls: 3.4772, loss: 3.4772, grad_norm: 2.7662 2020-10-23 18:01:32,310 - mmaction - INFO - Epoch [12][60/1712] lr: 1.000e-02, eta: 2 days, 8:10:22, time: 1.167, data_time: 0.002, memory: 5822, loss_cls: 3.4361, loss: 3.4361, grad_norm: 2.7549 2020-10-23 18:01:55,876 - mmaction - INFO - Epoch [12][80/1712] lr: 1.000e-02, eta: 2 days, 8:09:31, time: 1.181, data_time: 0.011, memory: 5822, loss_cls: 3.4483, loss: 3.4483, grad_norm: 2.7457 2020-10-23 18:02:19,107 - mmaction - INFO - Epoch [12][100/1712] lr: 1.000e-02, eta: 2 days, 8:08:39, time: 1.164, data_time: 0.008, memory: 5822, loss_cls: 3.4664, loss: 3.4664, grad_norm: 2.7568 2020-10-23 18:02:42,893 - mmaction - INFO - Epoch [12][120/1712] lr: 1.000e-02, eta: 2 days, 8:07:50, time: 1.187, data_time: 0.005, memory: 5822, loss_cls: 3.4731, loss: 3.4731, grad_norm: 2.7557 2020-10-23 18:03:06,945 - mmaction - INFO - Epoch [12][140/1712] lr: 1.000e-02, eta: 2 days, 8:07:02, time: 1.193, data_time: 0.017, memory: 5822, loss_cls: 3.4038, loss: 3.4038, grad_norm: 2.6793 2020-10-23 18:03:30,526 - mmaction - INFO - Epoch [12][160/1712] lr: 1.000e-02, eta: 2 days, 8:06:13, time: 1.193, data_time: 0.021, memory: 5822, loss_cls: 3.3695, loss: 3.3695, grad_norm: 2.6713 2020-10-23 18:03:53,323 - mmaction - INFO - Epoch [12][180/1712] lr: 1.000e-02, eta: 2 days, 8:05:17, time: 1.140, data_time: 0.003, memory: 5822, loss_cls: 3.4685, loss: 3.4685, grad_norm: 2.7303 2020-10-23 18:04:16,520 - mmaction - INFO - Epoch [12][200/1712] lr: 1.000e-02, eta: 2 days, 8:04:22, time: 1.151, data_time: 0.010, memory: 5822, loss_cls: 3.4771, loss: 3.4771, grad_norm: 2.7474 2020-10-23 18:04:40,112 - mmaction - INFO - Epoch [12][220/1712] lr: 1.000e-02, eta: 2 days, 8:03:33, time: 1.184, data_time: 0.015, memory: 5822, loss_cls: 3.4257, loss: 3.4257, grad_norm: 2.6799 2020-10-23 18:05:03,152 - mmaction - INFO - Epoch [12][240/1712] lr: 1.000e-02, eta: 2 days, 8:02:39, time: 1.150, data_time: 0.006, memory: 5822, loss_cls: 3.4328, loss: 3.4328, grad_norm: 2.7523 2020-10-23 18:05:25,722 - mmaction - INFO - Epoch [12][260/1712] lr: 1.000e-02, eta: 2 days, 8:01:40, time: 1.123, data_time: 0.007, memory: 5822, loss_cls: 3.4711, loss: 3.4711, grad_norm: 2.7584 2020-10-23 18:05:49,470 - mmaction - INFO - Epoch [12][280/1712] lr: 1.000e-02, eta: 2 days, 8:00:53, time: 1.198, data_time: 0.015, memory: 5822, loss_cls: 3.4394, loss: 3.4394, grad_norm: 2.7068 2020-10-23 18:06:12,357 - mmaction - INFO - Epoch [12][300/1712] lr: 1.000e-02, eta: 2 days, 7:59:56, time: 1.137, data_time: 0.004, memory: 5822, loss_cls: 3.5228, loss: 3.5228, grad_norm: 2.7961 2020-10-23 18:06:35,956 - mmaction - INFO - Epoch [12][320/1712] lr: 1.000e-02, eta: 2 days, 7:59:06, time: 1.177, data_time: 0.008, memory: 5822, loss_cls: 3.3694, loss: 3.3694, grad_norm: 2.6183 2020-10-23 18:06:59,242 - mmaction - INFO - Epoch [12][340/1712] lr: 1.000e-02, eta: 2 days, 7:58:15, time: 1.172, data_time: 0.011, memory: 5822, loss_cls: 3.4292, loss: 3.4292, grad_norm: 2.7088 2020-10-23 18:07:22,389 - mmaction - INFO - Epoch [12][360/1712] lr: 1.000e-02, eta: 2 days, 7:57:20, time: 1.146, data_time: 0.004, memory: 5822, loss_cls: 3.4478, loss: 3.4478, grad_norm: 2.7054 2020-10-23 18:07:45,513 - mmaction - INFO - Epoch [12][380/1712] lr: 1.000e-02, eta: 2 days, 7:56:29, time: 1.169, data_time: 0.015, memory: 5822, loss_cls: 3.4292, loss: 3.4292, grad_norm: 2.7438 2020-10-23 18:08:08,580 - mmaction - INFO - Epoch [12][400/1712] lr: 1.000e-02, eta: 2 days, 7:55:35, time: 1.149, data_time: 0.007, memory: 5822, loss_cls: 3.4093, loss: 3.4093, grad_norm: 2.6879 2020-10-23 18:08:31,625 - mmaction - INFO - Epoch [12][420/1712] lr: 1.000e-02, eta: 2 days, 7:54:42, time: 1.157, data_time: 0.015, memory: 5822, loss_cls: 3.3941, loss: 3.3941, grad_norm: 2.6596 2020-10-23 18:08:54,365 - mmaction - INFO - Epoch [12][440/1712] lr: 1.000e-02, eta: 2 days, 7:53:44, time: 1.127, data_time: 0.002, memory: 5822, loss_cls: 3.4230, loss: 3.4230, grad_norm: 2.7503 2020-10-23 18:09:16,756 - mmaction - INFO - Epoch [12][460/1712] lr: 1.000e-02, eta: 2 days, 7:52:47, time: 1.129, data_time: 0.014, memory: 5822, loss_cls: 3.4661, loss: 3.4661, grad_norm: 2.7389 2020-10-23 18:09:39,416 - mmaction - INFO - Epoch [12][480/1712] lr: 1.000e-02, eta: 2 days, 7:51:50, time: 1.130, data_time: 0.005, memory: 5822, loss_cls: 3.4323, loss: 3.4323, grad_norm: 2.7438 2020-10-23 18:10:02,368 - mmaction - INFO - Epoch [12][500/1712] lr: 1.000e-02, eta: 2 days, 7:50:55, time: 1.140, data_time: 0.008, memory: 5822, loss_cls: 3.4336, loss: 3.4336, grad_norm: 2.7414 2020-10-23 18:10:26,662 - mmaction - INFO - Epoch [12][520/1712] lr: 1.000e-02, eta: 2 days, 7:50:12, time: 1.223, data_time: 0.013, memory: 5822, loss_cls: 3.3265, loss: 3.3265, grad_norm: 2.6819 2020-10-23 18:10:49,327 - mmaction - INFO - Epoch [12][540/1712] lr: 1.000e-02, eta: 2 days, 7:49:15, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 3.4241, loss: 3.4241, grad_norm: 2.7341 2020-10-23 18:11:12,825 - mmaction - INFO - Epoch [12][560/1712] lr: 1.000e-02, eta: 2 days, 7:48:26, time: 1.183, data_time: 0.012, memory: 5822, loss_cls: 3.3392, loss: 3.3392, grad_norm: 2.7281 2020-10-23 18:11:35,740 - mmaction - INFO - Epoch [12][580/1712] lr: 1.000e-02, eta: 2 days, 7:47:32, time: 1.147, data_time: 0.003, memory: 5822, loss_cls: 3.3768, loss: 3.3768, grad_norm: 2.6731 2020-10-23 18:11:58,966 - mmaction - INFO - Epoch [12][600/1712] lr: 1.000e-02, eta: 2 days, 7:46:40, time: 1.161, data_time: 0.003, memory: 5822, loss_cls: 3.4302, loss: 3.4302, grad_norm: 2.7382 2020-10-23 18:12:22,219 - mmaction - INFO - Epoch [12][620/1712] lr: 1.000e-02, eta: 2 days, 7:45:48, time: 1.160, data_time: 0.003, memory: 5822, loss_cls: 3.4664, loss: 3.4664, grad_norm: 2.7729 2020-10-23 18:12:45,406 - mmaction - INFO - Epoch [12][640/1712] lr: 1.000e-02, eta: 2 days, 7:44:55, time: 1.152, data_time: 0.015, memory: 5822, loss_cls: 3.4683, loss: 3.4683, grad_norm: 2.7205 2020-10-23 18:13:08,756 - mmaction - INFO - Epoch [12][660/1712] lr: 1.000e-02, eta: 2 days, 7:44:06, time: 1.179, data_time: 0.018, memory: 5822, loss_cls: 3.4377, loss: 3.4377, grad_norm: 2.6632 2020-10-23 18:13:31,948 - mmaction - INFO - Epoch [12][680/1712] lr: 1.000e-02, eta: 2 days, 7:43:13, time: 1.152, data_time: 0.010, memory: 5822, loss_cls: 3.4580, loss: 3.4580, grad_norm: 2.7107 2020-10-23 18:13:55,178 - mmaction - INFO - Epoch [12][700/1712] lr: 1.000e-02, eta: 2 days, 7:42:22, time: 1.164, data_time: 0.012, memory: 5822, loss_cls: 3.4241, loss: 3.4241, grad_norm: 2.7107 2020-10-23 18:14:18,115 - mmaction - INFO - Epoch [12][720/1712] lr: 1.000e-02, eta: 2 days, 7:41:29, time: 1.148, data_time: 0.007, memory: 5822, loss_cls: 3.4305, loss: 3.4305, grad_norm: 2.7234 2020-10-23 18:14:41,428 - mmaction - INFO - Epoch [12][740/1712] lr: 1.000e-02, eta: 2 days, 7:40:38, time: 1.165, data_time: 0.005, memory: 5822, loss_cls: 3.4437, loss: 3.4437, grad_norm: 2.7786 2020-10-23 18:15:04,631 - mmaction - INFO - Epoch [12][760/1712] lr: 1.000e-02, eta: 2 days, 7:39:47, time: 1.162, data_time: 0.012, memory: 5822, loss_cls: 3.4228, loss: 3.4228, grad_norm: 2.7537 2020-10-23 18:15:27,261 - mmaction - INFO - Epoch [12][780/1712] lr: 1.000e-02, eta: 2 days, 7:38:51, time: 1.133, data_time: 0.003, memory: 5822, loss_cls: 3.5153, loss: 3.5153, grad_norm: 2.8014 2020-10-23 18:15:50,040 - mmaction - INFO - Epoch [12][800/1712] lr: 1.000e-02, eta: 2 days, 7:37:56, time: 1.136, data_time: 0.002, memory: 5822, loss_cls: 3.4968, loss: 3.4968, grad_norm: 2.7741 2020-10-23 18:16:13,082 - mmaction - INFO - Epoch [12][820/1712] lr: 1.000e-02, eta: 2 days, 7:37:04, time: 1.153, data_time: 0.012, memory: 5822, loss_cls: 3.4564, loss: 3.4564, grad_norm: 2.7129 2020-10-23 18:16:35,816 - mmaction - INFO - Epoch [12][840/1712] lr: 1.000e-02, eta: 2 days, 7:36:09, time: 1.134, data_time: 0.004, memory: 5822, loss_cls: 3.3915, loss: 3.3915, grad_norm: 2.7273 2020-10-23 18:16:58,367 - mmaction - INFO - Epoch [12][860/1712] lr: 1.000e-02, eta: 2 days, 7:35:13, time: 1.128, data_time: 0.017, memory: 5822, loss_cls: 3.4102, loss: 3.4102, grad_norm: 2.7266 2020-10-23 18:17:21,715 - mmaction - INFO - Epoch [12][880/1712] lr: 1.000e-02, eta: 2 days, 7:34:23, time: 1.170, data_time: 0.006, memory: 5822, loss_cls: 3.4004, loss: 3.4004, grad_norm: 2.7070 2020-10-23 18:17:44,702 - mmaction - INFO - Epoch [12][900/1712] lr: 1.000e-02, eta: 2 days, 7:33:30, time: 1.149, data_time: 0.003, memory: 5822, loss_cls: 3.4067, loss: 3.4067, grad_norm: 2.7247 2020-10-23 18:18:08,513 - mmaction - INFO - Epoch [12][920/1712] lr: 1.000e-02, eta: 2 days, 7:32:44, time: 1.191, data_time: 0.013, memory: 5822, loss_cls: 3.4147, loss: 3.4147, grad_norm: 2.7351 2020-10-23 18:18:31,058 - mmaction - INFO - Epoch [12][940/1712] lr: 1.000e-02, eta: 2 days, 7:31:48, time: 1.129, data_time: 0.014, memory: 5822, loss_cls: 3.4343, loss: 3.4343, grad_norm: 2.6817 2020-10-23 18:18:54,354 - mmaction - INFO - Epoch [12][960/1712] lr: 1.000e-02, eta: 2 days, 7:30:56, time: 1.154, data_time: 0.002, memory: 5822, loss_cls: 3.4152, loss: 3.4152, grad_norm: 2.7577 2020-10-23 18:19:17,427 - mmaction - INFO - Epoch [12][980/1712] lr: 1.000e-02, eta: 2 days, 7:30:06, time: 1.165, data_time: 0.022, memory: 5822, loss_cls: 3.4398, loss: 3.4398, grad_norm: 2.7498 2020-10-23 18:19:39,704 - mmaction - INFO - Epoch [12][1000/1712] lr: 1.000e-02, eta: 2 days, 7:29:08, time: 1.110, data_time: 0.010, memory: 5822, loss_cls: 3.3812, loss: 3.3812, grad_norm: 2.7048 2020-10-23 18:20:03,578 - mmaction - INFO - Epoch [12][1020/1712] lr: 1.000e-02, eta: 2 days, 7:28:21, time: 1.183, data_time: 0.019, memory: 5822, loss_cls: 3.4016, loss: 3.4016, grad_norm: 2.7247 2020-10-23 18:20:26,125 - mmaction - INFO - Epoch [12][1040/1712] lr: 1.000e-02, eta: 2 days, 7:27:27, time: 1.140, data_time: 0.018, memory: 5822, loss_cls: 3.4425, loss: 3.4425, grad_norm: 2.6872 2020-10-23 18:20:49,451 - mmaction - INFO - Epoch [12][1060/1712] lr: 1.000e-02, eta: 2 days, 7:26:37, time: 1.166, data_time: 0.005, memory: 5822, loss_cls: 3.4338, loss: 3.4338, grad_norm: 2.7465 2020-10-23 18:21:12,629 - mmaction - INFO - Epoch [12][1080/1712] lr: 1.000e-02, eta: 2 days, 7:25:46, time: 1.160, data_time: 0.019, memory: 5822, loss_cls: 3.3949, loss: 3.3949, grad_norm: 2.7132 2020-10-23 18:21:35,527 - mmaction - INFO - Epoch [12][1100/1712] lr: 1.000e-02, eta: 2 days, 7:24:53, time: 1.140, data_time: 0.016, memory: 5822, loss_cls: 3.4307, loss: 3.4307, grad_norm: 2.7234 2020-10-23 18:21:58,627 - mmaction - INFO - Epoch [12][1120/1712] lr: 1.000e-02, eta: 2 days, 7:24:02, time: 1.160, data_time: 0.013, memory: 5822, loss_cls: 3.4174, loss: 3.4174, grad_norm: 2.7094 2020-10-23 18:22:22,186 - mmaction - INFO - Epoch [12][1140/1712] lr: 1.000e-02, eta: 2 days, 7:23:14, time: 1.170, data_time: 0.003, memory: 5822, loss_cls: 3.3514, loss: 3.3514, grad_norm: 2.6639 2020-10-23 18:22:45,109 - mmaction - INFO - Epoch [12][1160/1712] lr: 1.000e-02, eta: 2 days, 7:22:22, time: 1.152, data_time: 0.031, memory: 5822, loss_cls: 3.4749, loss: 3.4749, grad_norm: 2.7781 2020-10-23 18:23:07,486 - mmaction - INFO - Epoch [12][1180/1712] lr: 1.000e-02, eta: 2 days, 7:21:26, time: 1.122, data_time: 0.006, memory: 5822, loss_cls: 3.4671, loss: 3.4671, grad_norm: 2.7176 2020-10-23 18:23:30,973 - mmaction - INFO - Epoch [12][1200/1712] lr: 1.000e-02, eta: 2 days, 7:20:38, time: 1.176, data_time: 0.018, memory: 5822, loss_cls: 3.4610, loss: 3.4610, grad_norm: 2.7176 2020-10-23 18:23:54,549 - mmaction - INFO - Epoch [12][1220/1712] lr: 1.000e-02, eta: 2 days, 7:19:49, time: 1.169, data_time: 0.004, memory: 5822, loss_cls: 3.3954, loss: 3.3954, grad_norm: 2.7091 2020-10-23 18:24:17,458 - mmaction - INFO - Epoch [12][1240/1712] lr: 1.000e-02, eta: 2 days, 7:18:57, time: 1.144, data_time: 0.013, memory: 5822, loss_cls: 3.4102, loss: 3.4102, grad_norm: 2.7299 2020-10-23 18:24:40,186 - mmaction - INFO - Epoch [12][1260/1712] lr: 1.000e-02, eta: 2 days, 7:18:05, time: 1.146, data_time: 0.022, memory: 5822, loss_cls: 3.4557, loss: 3.4557, grad_norm: 2.7115 2020-10-23 18:25:03,100 - mmaction - INFO - Epoch [12][1280/1712] lr: 1.000e-02, eta: 2 days, 7:17:12, time: 1.143, data_time: 0.003, memory: 5822, loss_cls: 3.4290, loss: 3.4290, grad_norm: 2.7025 2020-10-23 18:25:25,450 - mmaction - INFO - Epoch [12][1300/1712] lr: 1.000e-02, eta: 2 days, 7:16:15, time: 1.116, data_time: 0.008, memory: 5822, loss_cls: 3.4646, loss: 3.4646, grad_norm: 2.7597 2020-10-23 18:25:48,890 - mmaction - INFO - Epoch [12][1320/1712] lr: 1.000e-02, eta: 2 days, 7:15:28, time: 1.177, data_time: 0.006, memory: 5822, loss_cls: 3.4845, loss: 3.4845, grad_norm: 2.7434 2020-10-23 18:26:11,187 - mmaction - INFO - Epoch [12][1340/1712] lr: 1.000e-02, eta: 2 days, 7:14:31, time: 1.112, data_time: 0.001, memory: 5822, loss_cls: 3.4499, loss: 3.4499, grad_norm: 2.8141 2020-10-23 18:26:34,575 - mmaction - INFO - Epoch [12][1360/1712] lr: 1.000e-02, eta: 2 days, 7:13:42, time: 1.169, data_time: 0.020, memory: 5822, loss_cls: 3.4437, loss: 3.4437, grad_norm: 2.7489 2020-10-23 18:26:57,386 - mmaction - INFO - Epoch [12][1380/1712] lr: 1.000e-02, eta: 2 days, 7:12:50, time: 1.140, data_time: 0.010, memory: 5822, loss_cls: 3.4412, loss: 3.4412, grad_norm: 2.7447 2020-10-23 18:27:19,722 - mmaction - INFO - Epoch [12][1400/1712] lr: 1.000e-02, eta: 2 days, 7:11:54, time: 1.120, data_time: 0.011, memory: 5822, loss_cls: 3.4114, loss: 3.4114, grad_norm: 2.7300 2020-10-23 18:27:42,265 - mmaction - INFO - Epoch [12][1420/1712] lr: 1.000e-02, eta: 2 days, 7:10:59, time: 1.123, data_time: 0.011, memory: 5822, loss_cls: 3.3813, loss: 3.3813, grad_norm: 2.6873 2020-10-23 18:28:05,343 - mmaction - INFO - Epoch [12][1440/1712] lr: 1.000e-02, eta: 2 days, 7:10:09, time: 1.158, data_time: 0.007, memory: 5822, loss_cls: 3.3650, loss: 3.3650, grad_norm: 2.6265 2020-10-23 18:28:28,374 - mmaction - INFO - Epoch [12][1460/1712] lr: 1.000e-02, eta: 2 days, 7:09:18, time: 1.153, data_time: 0.007, memory: 5822, loss_cls: 3.4241, loss: 3.4241, grad_norm: 2.7214 2020-10-23 18:28:51,396 - mmaction - INFO - Epoch [12][1480/1712] lr: 1.000e-02, eta: 2 days, 7:08:27, time: 1.147, data_time: 0.002, memory: 5822, loss_cls: 3.4591, loss: 3.4591, grad_norm: 2.7430 2020-10-23 18:29:14,128 - mmaction - INFO - Epoch [12][1500/1712] lr: 1.000e-02, eta: 2 days, 7:07:34, time: 1.136, data_time: 0.017, memory: 5822, loss_cls: 3.4027, loss: 3.4027, grad_norm: 2.7390 2020-10-23 18:29:37,728 - mmaction - INFO - Epoch [12][1520/1712] lr: 1.000e-02, eta: 2 days, 7:06:47, time: 1.177, data_time: 0.012, memory: 5822, loss_cls: 3.4234, loss: 3.4234, grad_norm: 2.6967 2020-10-23 18:30:00,976 - mmaction - INFO - Epoch [12][1540/1712] lr: 1.000e-02, eta: 2 days, 7:05:58, time: 1.163, data_time: 0.010, memory: 5822, loss_cls: 3.4346, loss: 3.4346, grad_norm: 2.7417 2020-10-23 18:30:23,486 - mmaction - INFO - Epoch [12][1560/1712] lr: 1.000e-02, eta: 2 days, 7:05:04, time: 1.123, data_time: 0.010, memory: 5822, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.7023 2020-10-23 18:30:46,543 - mmaction - INFO - Epoch [12][1580/1712] lr: 1.000e-02, eta: 2 days, 7:04:15, time: 1.161, data_time: 0.012, memory: 5822, loss_cls: 3.3776, loss: 3.3776, grad_norm: 2.7381 2020-10-23 18:31:09,702 - mmaction - INFO - Epoch [12][1600/1712] lr: 1.000e-02, eta: 2 days, 7:03:24, time: 1.151, data_time: 0.013, memory: 5822, loss_cls: 3.5051, loss: 3.5051, grad_norm: 2.8451 2020-10-23 18:31:32,265 - mmaction - INFO - Epoch [12][1620/1712] lr: 1.000e-02, eta: 2 days, 7:02:31, time: 1.135, data_time: 0.013, memory: 5822, loss_cls: 3.4178, loss: 3.4178, grad_norm: 2.6911 2020-10-23 18:31:56,129 - mmaction - INFO - Epoch [12][1640/1712] lr: 1.000e-02, eta: 2 days, 7:01:46, time: 1.188, data_time: 0.004, memory: 5822, loss_cls: 3.4591, loss: 3.4591, grad_norm: 2.7086 2020-10-23 18:32:19,634 - mmaction - INFO - Epoch [12][1660/1712] lr: 1.000e-02, eta: 2 days, 7:01:01, time: 1.181, data_time: 0.015, memory: 5822, loss_cls: 3.3969, loss: 3.3969, grad_norm: 2.6907 2020-10-23 18:32:42,455 - mmaction - INFO - Epoch [12][1680/1712] lr: 1.000e-02, eta: 2 days, 7:00:09, time: 1.139, data_time: 0.016, memory: 5822, loss_cls: 3.4255, loss: 3.4255, grad_norm: 2.7439 2020-10-23 18:33:05,117 - mmaction - INFO - Epoch [12][1700/1712] lr: 1.000e-02, eta: 2 days, 6:59:16, time: 1.132, data_time: 0.006, memory: 5822, loss_cls: 3.4721, loss: 3.4721, grad_norm: 2.6625 2020-10-23 18:34:14,092 - mmaction - INFO - Epoch [13][20/1712] lr: 1.000e-02, eta: 2 days, 6:59:24, time: 2.444, data_time: 1.580, memory: 5822, loss_cls: 3.3928, loss: 3.3928, grad_norm: 2.6973 2020-10-23 18:34:39,188 - mmaction - INFO - Epoch [13][40/1712] lr: 1.000e-02, eta: 2 days, 6:58:50, time: 1.263, data_time: 0.018, memory: 5822, loss_cls: 3.4039, loss: 3.4039, grad_norm: 2.6555 2020-10-23 18:35:02,874 - mmaction - INFO - Epoch [13][60/1712] lr: 1.000e-02, eta: 2 days, 6:58:05, time: 1.184, data_time: 0.011, memory: 5822, loss_cls: 3.4464, loss: 3.4464, grad_norm: 2.6861 2020-10-23 18:35:26,485 - mmaction - INFO - Epoch [13][80/1712] lr: 1.000e-02, eta: 2 days, 6:57:18, time: 1.176, data_time: 0.001, memory: 5822, loss_cls: 3.3768, loss: 3.3768, grad_norm: 2.6300 2020-10-23 18:35:49,697 - mmaction - INFO - Epoch [13][100/1712] lr: 1.000e-02, eta: 2 days, 6:56:30, time: 1.162, data_time: 0.007, memory: 5822, loss_cls: 3.4488, loss: 3.4488, grad_norm: 2.7466 2020-10-23 18:36:12,389 - mmaction - INFO - Epoch [13][120/1712] lr: 1.000e-02, eta: 2 days, 6:55:36, time: 1.127, data_time: 0.012, memory: 5822, loss_cls: 3.3624, loss: 3.3624, grad_norm: 2.6956 2020-10-23 18:36:36,229 - mmaction - INFO - Epoch [13][140/1712] lr: 1.000e-02, eta: 2 days, 6:54:53, time: 1.201, data_time: 0.018, memory: 5822, loss_cls: 3.3722, loss: 3.3722, grad_norm: 2.6667 2020-10-23 18:36:59,254 - mmaction - INFO - Epoch [13][160/1712] lr: 1.000e-02, eta: 2 days, 6:54:04, time: 1.153, data_time: 0.014, memory: 5822, loss_cls: 3.4122, loss: 3.4122, grad_norm: 2.6986 2020-10-23 18:37:22,183 - mmaction - INFO - Epoch [13][180/1712] lr: 1.000e-02, eta: 2 days, 6:53:13, time: 1.145, data_time: 0.012, memory: 5822, loss_cls: 3.3485, loss: 3.3485, grad_norm: 2.7512 2020-10-23 18:37:45,240 - mmaction - INFO - Epoch [13][200/1712] lr: 1.000e-02, eta: 2 days, 6:52:24, time: 1.154, data_time: 0.014, memory: 5822, loss_cls: 3.3822, loss: 3.3822, grad_norm: 2.7053 2020-10-23 18:38:08,864 - mmaction - INFO - Epoch [13][220/1712] lr: 1.000e-02, eta: 2 days, 6:51:39, time: 1.181, data_time: 0.016, memory: 5822, loss_cls: 3.4177, loss: 3.4177, grad_norm: 2.7010 2020-10-23 18:38:31,692 - mmaction - INFO - Epoch [13][240/1712] lr: 1.000e-02, eta: 2 days, 6:50:47, time: 1.135, data_time: 0.011, memory: 5822, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.7503 2020-10-23 18:38:54,385 - mmaction - INFO - Epoch [13][260/1712] lr: 1.000e-02, eta: 2 days, 6:49:55, time: 1.140, data_time: 0.009, memory: 5822, loss_cls: 3.4057, loss: 3.4057, grad_norm: 2.7045 2020-10-23 18:39:17,432 - mmaction - INFO - Epoch [13][280/1712] lr: 1.000e-02, eta: 2 days, 6:49:05, time: 1.147, data_time: 0.014, memory: 5822, loss_cls: 3.3725, loss: 3.3725, grad_norm: 2.6706 2020-10-23 18:39:40,438 - mmaction - INFO - Epoch [13][300/1712] lr: 1.000e-02, eta: 2 days, 6:48:16, time: 1.154, data_time: 0.016, memory: 5822, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.7053 2020-10-23 18:40:03,697 - mmaction - INFO - Epoch [13][320/1712] lr: 1.000e-02, eta: 2 days, 6:47:27, time: 1.152, data_time: 0.003, memory: 5822, loss_cls: 3.3595, loss: 3.3595, grad_norm: 2.7180 2020-10-23 18:40:27,239 - mmaction - INFO - Epoch [13][340/1712] lr: 1.000e-02, eta: 2 days, 6:46:43, time: 1.189, data_time: 0.014, memory: 5822, loss_cls: 3.4758, loss: 3.4758, grad_norm: 2.7978 2020-10-23 18:40:50,231 - mmaction - INFO - Epoch [13][360/1712] lr: 1.000e-02, eta: 2 days, 6:45:53, time: 1.149, data_time: 0.002, memory: 5822, loss_cls: 3.4712, loss: 3.4712, grad_norm: 2.7278 2020-10-23 18:41:12,401 - mmaction - INFO - Epoch [13][380/1712] lr: 1.000e-02, eta: 2 days, 6:44:57, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 3.4111, loss: 3.4111, grad_norm: 2.7221 2020-10-23 18:41:36,002 - mmaction - INFO - Epoch [13][400/1712] lr: 1.000e-02, eta: 2 days, 6:44:13, time: 1.182, data_time: 0.019, memory: 5822, loss_cls: 3.3480, loss: 3.3480, grad_norm: 2.6621 2020-10-23 18:41:59,419 - mmaction - INFO - Epoch [13][420/1712] lr: 1.000e-02, eta: 2 days, 6:43:25, time: 1.164, data_time: 0.007, memory: 5822, loss_cls: 3.4318, loss: 3.4318, grad_norm: 2.7120 2020-10-23 18:42:23,153 - mmaction - INFO - Epoch [13][440/1712] lr: 1.000e-02, eta: 2 days, 6:42:41, time: 1.188, data_time: 0.012, memory: 5822, loss_cls: 3.3972, loss: 3.3972, grad_norm: 2.7117 2020-10-23 18:42:45,861 - mmaction - INFO - Epoch [13][460/1712] lr: 1.000e-02, eta: 2 days, 6:41:51, time: 1.142, data_time: 0.009, memory: 5822, loss_cls: 3.4353, loss: 3.4353, grad_norm: 2.7224 2020-10-23 18:43:08,202 - mmaction - INFO - Epoch [13][480/1712] lr: 1.000e-02, eta: 2 days, 6:40:57, time: 1.118, data_time: 0.003, memory: 5822, loss_cls: 3.4714, loss: 3.4714, grad_norm: 2.7911 2020-10-23 18:43:31,479 - mmaction - INFO - Epoch [13][500/1712] lr: 1.000e-02, eta: 2 days, 6:40:09, time: 1.158, data_time: 0.002, memory: 5822, loss_cls: 3.4302, loss: 3.4302, grad_norm: 2.7620 2020-10-23 18:43:55,222 - mmaction - INFO - Epoch [13][520/1712] lr: 1.000e-02, eta: 2 days, 6:39:26, time: 1.192, data_time: 0.007, memory: 5822, loss_cls: 3.4241, loss: 3.4241, grad_norm: 2.7155 2020-10-23 18:44:18,941 - mmaction - INFO - Epoch [13][540/1712] lr: 1.000e-02, eta: 2 days, 6:38:42, time: 1.183, data_time: 0.001, memory: 5822, loss_cls: 3.3824, loss: 3.3824, grad_norm: 2.7015 2020-10-23 18:44:41,540 - mmaction - INFO - Epoch [13][560/1712] lr: 1.000e-02, eta: 2 days, 6:37:49, time: 1.125, data_time: 0.018, memory: 5822, loss_cls: 3.3899, loss: 3.3899, grad_norm: 2.7171 2020-10-23 18:45:04,641 - mmaction - INFO - Epoch [13][580/1712] lr: 1.000e-02, eta: 2 days, 6:37:01, time: 1.155, data_time: 0.011, memory: 5822, loss_cls: 3.3353, loss: 3.3353, grad_norm: 2.6897 2020-10-23 18:45:28,198 - mmaction - INFO - Epoch [13][600/1712] lr: 1.000e-02, eta: 2 days, 6:36:16, time: 1.179, data_time: 0.010, memory: 5822, loss_cls: 3.3992, loss: 3.3992, grad_norm: 2.8025 2020-10-23 18:45:50,857 - mmaction - INFO - Epoch [13][620/1712] lr: 1.000e-02, eta: 2 days, 6:35:26, time: 1.140, data_time: 0.009, memory: 5822, loss_cls: 3.3500, loss: 3.3500, grad_norm: 2.7085 2020-10-23 18:46:14,051 - mmaction - INFO - Epoch [13][640/1712] lr: 1.000e-02, eta: 2 days, 6:34:38, time: 1.155, data_time: 0.015, memory: 5822, loss_cls: 3.4427, loss: 3.4427, grad_norm: 2.7715 2020-10-23 18:46:38,090 - mmaction - INFO - Epoch [13][660/1712] lr: 1.000e-02, eta: 2 days, 6:33:57, time: 1.206, data_time: 0.005, memory: 5822, loss_cls: 3.3823, loss: 3.3823, grad_norm: 2.7092 2020-10-23 18:47:01,295 - mmaction - INFO - Epoch [13][680/1712] lr: 1.000e-02, eta: 2 days, 6:33:09, time: 1.158, data_time: 0.004, memory: 5822, loss_cls: 3.4382, loss: 3.4382, grad_norm: 2.7998 2020-10-23 18:47:24,307 - mmaction - INFO - Epoch [13][700/1712] lr: 1.000e-02, eta: 2 days, 6:32:20, time: 1.149, data_time: 0.011, memory: 5822, loss_cls: 3.4198, loss: 3.4198, grad_norm: 2.7559 2020-10-23 18:47:48,177 - mmaction - INFO - Epoch [13][720/1712] lr: 1.000e-02, eta: 2 days, 6:31:38, time: 1.196, data_time: 0.006, memory: 5822, loss_cls: 3.4260, loss: 3.4260, grad_norm: 2.7322 2020-10-23 18:48:11,359 - mmaction - INFO - Epoch [13][740/1712] lr: 1.000e-02, eta: 2 days, 6:30:50, time: 1.154, data_time: 0.005, memory: 5822, loss_cls: 3.4130, loss: 3.4130, grad_norm: 2.7879 2020-10-23 18:48:33,718 - mmaction - INFO - Epoch [13][760/1712] lr: 1.000e-02, eta: 2 days, 6:29:58, time: 1.122, data_time: 0.009, memory: 5822, loss_cls: 3.4263, loss: 3.4263, grad_norm: 2.7652 2020-10-23 18:48:56,965 - mmaction - INFO - Epoch [13][780/1712] lr: 1.000e-02, eta: 2 days, 6:29:11, time: 1.164, data_time: 0.004, memory: 5822, loss_cls: 3.4874, loss: 3.4874, grad_norm: 2.8342 2020-10-23 18:49:19,882 - mmaction - INFO - Epoch [13][800/1712] lr: 1.000e-02, eta: 2 days, 6:28:22, time: 1.146, data_time: 0.013, memory: 5822, loss_cls: 3.4201, loss: 3.4201, grad_norm: 2.7639 2020-10-23 18:49:42,935 - mmaction - INFO - Epoch [13][820/1712] lr: 1.000e-02, eta: 2 days, 6:27:33, time: 1.146, data_time: 0.003, memory: 5822, loss_cls: 3.3696, loss: 3.3696, grad_norm: 2.7224 2020-10-23 18:50:05,527 - mmaction - INFO - Epoch [13][840/1712] lr: 1.000e-02, eta: 2 days, 6:26:43, time: 1.136, data_time: 0.017, memory: 5822, loss_cls: 3.4353, loss: 3.4353, grad_norm: 2.7177 2020-10-23 18:50:28,910 - mmaction - INFO - Epoch [13][860/1712] lr: 1.000e-02, eta: 2 days, 6:25:56, time: 1.161, data_time: 0.002, memory: 5822, loss_cls: 3.4016, loss: 3.4016, grad_norm: 2.7086 2020-10-23 18:50:52,266 - mmaction - INFO - Epoch [13][880/1712] lr: 1.000e-02, eta: 2 days, 6:25:11, time: 1.178, data_time: 0.012, memory: 5822, loss_cls: 3.3390, loss: 3.3390, grad_norm: 2.6160 2020-10-23 18:51:14,650 - mmaction - INFO - Epoch [13][900/1712] lr: 1.000e-02, eta: 2 days, 6:24:19, time: 1.117, data_time: 0.005, memory: 5822, loss_cls: 3.4595, loss: 3.4595, grad_norm: 2.8428 2020-10-23 18:51:38,635 - mmaction - INFO - Epoch [13][920/1712] lr: 1.000e-02, eta: 2 days, 6:23:37, time: 1.199, data_time: 0.020, memory: 5822, loss_cls: 3.3944, loss: 3.3944, grad_norm: 2.7113 2020-10-23 18:52:01,824 - mmaction - INFO - Epoch [13][940/1712] lr: 1.000e-02, eta: 2 days, 6:22:50, time: 1.153, data_time: 0.003, memory: 5822, loss_cls: 3.4011, loss: 3.4011, grad_norm: 2.8041 2020-10-23 18:52:25,139 - mmaction - INFO - Epoch [13][960/1712] lr: 1.000e-02, eta: 2 days, 6:22:05, time: 1.173, data_time: 0.015, memory: 5822, loss_cls: 3.4081, loss: 3.4081, grad_norm: 2.7289 2020-10-23 18:52:48,670 - mmaction - INFO - Epoch [13][980/1712] lr: 1.000e-02, eta: 2 days, 6:21:19, time: 1.170, data_time: 0.003, memory: 5822, loss_cls: 3.3650, loss: 3.3650, grad_norm: 2.6743 2020-10-23 18:53:11,821 - mmaction - INFO - Epoch [13][1000/1712] lr: 1.000e-02, eta: 2 days, 6:20:33, time: 1.164, data_time: 0.011, memory: 5822, loss_cls: 3.3995, loss: 3.3995, grad_norm: 2.6692 2020-10-23 18:53:35,184 - mmaction - INFO - Epoch [13][1020/1712] lr: 1.000e-02, eta: 2 days, 6:19:48, time: 1.168, data_time: 0.003, memory: 5822, loss_cls: 3.4418, loss: 3.4418, grad_norm: 2.7905 2020-10-23 18:53:58,233 - mmaction - INFO - Epoch [13][1040/1712] lr: 1.000e-02, eta: 2 days, 6:19:00, time: 1.154, data_time: 0.012, memory: 5822, loss_cls: 3.4033, loss: 3.4033, grad_norm: 2.6937 2020-10-23 18:54:21,280 - mmaction - INFO - Epoch [13][1060/1712] lr: 1.000e-02, eta: 2 days, 6:18:13, time: 1.150, data_time: 0.006, memory: 5822, loss_cls: 3.3736, loss: 3.3736, grad_norm: 2.6885 2020-10-23 18:54:44,604 - mmaction - INFO - Epoch [13][1080/1712] lr: 1.000e-02, eta: 2 days, 6:17:27, time: 1.166, data_time: 0.007, memory: 5822, loss_cls: 3.4274, loss: 3.4274, grad_norm: 2.7501 2020-10-23 18:55:08,937 - mmaction - INFO - Epoch [13][1100/1712] lr: 1.000e-02, eta: 2 days, 6:16:48, time: 1.214, data_time: 0.004, memory: 5822, loss_cls: 3.4608, loss: 3.4608, grad_norm: 2.8078 2020-10-23 18:55:32,080 - mmaction - INFO - Epoch [13][1120/1712] lr: 1.000e-02, eta: 2 days, 6:16:01, time: 1.157, data_time: 0.007, memory: 5822, loss_cls: 3.4126, loss: 3.4126, grad_norm: 2.7593 2020-10-23 18:55:56,328 - mmaction - INFO - Epoch [13][1140/1712] lr: 1.000e-02, eta: 2 days, 6:15:23, time: 1.217, data_time: 0.006, memory: 5822, loss_cls: 3.4401, loss: 3.4401, grad_norm: 2.7705 2020-10-23 18:56:18,755 - mmaction - INFO - Epoch [13][1160/1712] lr: 1.000e-02, eta: 2 days, 6:14:31, time: 1.122, data_time: 0.006, memory: 5822, loss_cls: 3.3981, loss: 3.3981, grad_norm: 2.7398 2020-10-23 18:56:41,921 - mmaction - INFO - Epoch [13][1180/1712] lr: 1.000e-02, eta: 2 days, 6:13:45, time: 1.158, data_time: 0.006, memory: 5822, loss_cls: 3.3645, loss: 3.3645, grad_norm: 2.7535 2020-10-23 18:57:05,055 - mmaction - INFO - Epoch [13][1200/1712] lr: 1.000e-02, eta: 2 days, 6:12:58, time: 1.156, data_time: 0.002, memory: 5822, loss_cls: 3.4713, loss: 3.4713, grad_norm: 2.7022 2020-10-23 18:57:28,295 - mmaction - INFO - Epoch [13][1220/1712] lr: 1.000e-02, eta: 2 days, 6:12:12, time: 1.163, data_time: 0.004, memory: 5822, loss_cls: 3.4437, loss: 3.4437, grad_norm: 2.7758 2020-10-23 18:57:50,237 - mmaction - INFO - Epoch [13][1240/1712] lr: 1.000e-02, eta: 2 days, 6:11:17, time: 1.095, data_time: 0.001, memory: 5822, loss_cls: 3.4509, loss: 3.4509, grad_norm: 2.7400 2020-10-23 18:58:13,640 - mmaction - INFO - Epoch [13][1260/1712] lr: 1.000e-02, eta: 2 days, 6:10:33, time: 1.171, data_time: 0.004, memory: 5822, loss_cls: 3.4006, loss: 3.4006, grad_norm: 2.6806 2020-10-23 18:58:36,389 - mmaction - INFO - Epoch [13][1280/1712] lr: 1.000e-02, eta: 2 days, 6:09:44, time: 1.138, data_time: 0.003, memory: 5822, loss_cls: 3.4537, loss: 3.4537, grad_norm: 2.7390 2020-10-23 18:58:59,709 - mmaction - INFO - Epoch [13][1300/1712] lr: 1.000e-02, eta: 2 days, 6:08:58, time: 1.166, data_time: 0.005, memory: 5822, loss_cls: 3.4480, loss: 3.4480, grad_norm: 2.7513 2020-10-23 18:59:22,859 - mmaction - INFO - Epoch [13][1320/1712] lr: 1.000e-02, eta: 2 days, 6:08:12, time: 1.158, data_time: 0.010, memory: 5822, loss_cls: 3.3794, loss: 3.3794, grad_norm: 2.7628 2020-10-23 18:59:46,438 - mmaction - INFO - Epoch [13][1340/1712] lr: 1.000e-02, eta: 2 days, 6:07:29, time: 1.180, data_time: 0.005, memory: 5822, loss_cls: 3.3815, loss: 3.3815, grad_norm: 2.6508 2020-10-23 19:00:10,213 - mmaction - INFO - Epoch [13][1360/1712] lr: 1.000e-02, eta: 2 days, 6:06:46, time: 1.179, data_time: 0.010, memory: 5822, loss_cls: 3.4046, loss: 3.4046, grad_norm: 2.7409 2020-10-23 19:00:33,245 - mmaction - INFO - Epoch [13][1380/1712] lr: 1.000e-02, eta: 2 days, 6:06:00, time: 1.157, data_time: 0.022, memory: 5822, loss_cls: 3.3726, loss: 3.3726, grad_norm: 2.7603 2020-10-23 19:00:56,029 - mmaction - INFO - Epoch [13][1400/1712] lr: 1.000e-02, eta: 2 days, 6:05:11, time: 1.141, data_time: 0.006, memory: 5822, loss_cls: 3.4055, loss: 3.4055, grad_norm: 2.7676 2020-10-23 19:01:19,957 - mmaction - INFO - Epoch [13][1420/1712] lr: 1.000e-02, eta: 2 days, 6:04:30, time: 1.196, data_time: 0.008, memory: 5822, loss_cls: 3.4041, loss: 3.4041, grad_norm: 2.7575 2020-10-23 19:01:43,129 - mmaction - INFO - Epoch [13][1440/1712] lr: 1.000e-02, eta: 2 days, 6:03:44, time: 1.157, data_time: 0.018, memory: 5822, loss_cls: 3.4407, loss: 3.4407, grad_norm: 2.7702 2020-10-23 19:02:06,074 - mmaction - INFO - Epoch [13][1460/1712] lr: 1.000e-02, eta: 2 days, 6:02:57, time: 1.150, data_time: 0.011, memory: 5822, loss_cls: 3.4383, loss: 3.4383, grad_norm: 2.7466 2020-10-23 19:02:29,503 - mmaction - INFO - Epoch [13][1480/1712] lr: 1.000e-02, eta: 2 days, 6:02:13, time: 1.171, data_time: 0.002, memory: 5822, loss_cls: 3.4536, loss: 3.4536, grad_norm: 2.7111 2020-10-23 19:02:52,857 - mmaction - INFO - Epoch [13][1500/1712] lr: 1.000e-02, eta: 2 days, 6:01:28, time: 1.163, data_time: 0.018, memory: 5822, loss_cls: 3.3821, loss: 3.3821, grad_norm: 2.7465 2020-10-23 19:03:15,622 - mmaction - INFO - Epoch [13][1520/1712] lr: 1.000e-02, eta: 2 days, 6:00:40, time: 1.144, data_time: 0.016, memory: 5822, loss_cls: 3.4177, loss: 3.4177, grad_norm: 2.7827 2020-10-23 19:03:39,575 - mmaction - INFO - Epoch [13][1540/1712] lr: 1.000e-02, eta: 2 days, 5:59:59, time: 1.190, data_time: 0.008, memory: 5822, loss_cls: 3.3984, loss: 3.3984, grad_norm: 2.7318 2020-10-23 19:04:02,975 - mmaction - INFO - Epoch [13][1560/1712] lr: 1.000e-02, eta: 2 days, 5:59:14, time: 1.169, data_time: 0.027, memory: 5822, loss_cls: 3.4415, loss: 3.4415, grad_norm: 2.7761 2020-10-23 19:04:25,942 - mmaction - INFO - Epoch [13][1580/1712] lr: 1.000e-02, eta: 2 days, 5:58:28, time: 1.155, data_time: 0.010, memory: 5822, loss_cls: 3.4034, loss: 3.4034, grad_norm: 2.6719 2020-10-23 19:04:49,802 - mmaction - INFO - Epoch [13][1600/1712] lr: 1.000e-02, eta: 2 days, 5:57:46, time: 1.182, data_time: 0.004, memory: 5822, loss_cls: 3.4322, loss: 3.4322, grad_norm: 2.7103 2020-10-23 19:05:12,363 - mmaction - INFO - Epoch [13][1620/1712] lr: 1.000e-02, eta: 2 days, 5:56:58, time: 1.140, data_time: 0.035, memory: 5822, loss_cls: 3.4333, loss: 3.4333, grad_norm: 2.7019 2020-10-23 19:05:35,244 - mmaction - INFO - Epoch [13][1640/1712] lr: 1.000e-02, eta: 2 days, 5:56:11, time: 1.146, data_time: 0.020, memory: 5822, loss_cls: 3.4047, loss: 3.4047, grad_norm: 2.7273 2020-10-23 19:05:58,697 - mmaction - INFO - Epoch [13][1660/1712] lr: 1.000e-02, eta: 2 days, 5:55:27, time: 1.173, data_time: 0.011, memory: 5822, loss_cls: 3.3709, loss: 3.3709, grad_norm: 2.7155 2020-10-23 19:06:22,309 - mmaction - INFO - Epoch [13][1680/1712] lr: 1.000e-02, eta: 2 days, 5:54:45, time: 1.180, data_time: 0.004, memory: 5822, loss_cls: 3.4119, loss: 3.4119, grad_norm: 2.7088 2020-10-23 19:06:46,363 - mmaction - INFO - Epoch [13][1700/1712] lr: 1.000e-02, eta: 2 days, 5:54:05, time: 1.203, data_time: 0.004, memory: 5822, loss_cls: 3.4450, loss: 3.4450, grad_norm: 2.7213 2020-10-23 19:07:41,316 - mmaction - INFO - Epoch [14][20/1712] lr: 1.000e-02, eta: 2 days, 5:53:13, time: 2.009, data_time: 1.019, memory: 5822, loss_cls: 3.4147, loss: 3.4147, grad_norm: 2.7587 2020-10-23 19:08:05,247 - mmaction - INFO - Epoch [14][40/1712] lr: 1.000e-02, eta: 2 days, 5:52:33, time: 1.199, data_time: 0.014, memory: 5822, loss_cls: 3.4298, loss: 3.4298, grad_norm: 2.7237 2020-10-23 19:08:29,012 - mmaction - INFO - Epoch [14][60/1712] lr: 1.000e-02, eta: 2 days, 5:51:52, time: 1.188, data_time: 0.001, memory: 5822, loss_cls: 3.4084, loss: 3.4084, grad_norm: 2.7500 2020-10-23 19:08:52,223 - mmaction - INFO - Epoch [14][80/1712] lr: 1.000e-02, eta: 2 days, 5:51:07, time: 1.160, data_time: 0.001, memory: 5822, loss_cls: 3.3981, loss: 3.3981, grad_norm: 2.7677 2020-10-23 19:09:14,855 - mmaction - INFO - Epoch [14][100/1712] lr: 1.000e-02, eta: 2 days, 5:50:18, time: 1.132, data_time: 0.001, memory: 5822, loss_cls: 3.4534, loss: 3.4534, grad_norm: 2.7026 2020-10-23 19:09:38,327 - mmaction - INFO - Epoch [14][120/1712] lr: 1.000e-02, eta: 2 days, 5:49:35, time: 1.168, data_time: 0.004, memory: 5822, loss_cls: 3.3958, loss: 3.3958, grad_norm: 2.7008 2020-10-23 19:10:01,739 - mmaction - INFO - Epoch [14][140/1712] lr: 1.000e-02, eta: 2 days, 5:48:51, time: 1.172, data_time: 0.012, memory: 5822, loss_cls: 3.4660, loss: 3.4660, grad_norm: 2.8110 2020-10-23 19:10:25,217 - mmaction - INFO - Epoch [14][160/1712] lr: 1.000e-02, eta: 2 days, 5:48:09, time: 1.177, data_time: 0.007, memory: 5822, loss_cls: 3.4267, loss: 3.4267, grad_norm: 2.7563 2020-10-23 19:10:48,277 - mmaction - INFO - Epoch [14][180/1712] lr: 1.000e-02, eta: 2 days, 5:47:23, time: 1.154, data_time: 0.003, memory: 5822, loss_cls: 3.3773, loss: 3.3773, grad_norm: 2.6937 2020-10-23 19:11:11,499 - mmaction - INFO - Epoch [14][200/1712] lr: 1.000e-02, eta: 2 days, 5:46:37, time: 1.153, data_time: 0.002, memory: 5822, loss_cls: 3.4197, loss: 3.4197, grad_norm: 2.7544 2020-10-23 19:11:35,467 - mmaction - INFO - Epoch [14][220/1712] lr: 1.000e-02, eta: 2 days, 5:45:56, time: 1.185, data_time: 0.015, memory: 5822, loss_cls: 3.3676, loss: 3.3676, grad_norm: 2.6830 2020-10-23 19:11:59,094 - mmaction - INFO - Epoch [14][240/1712] lr: 1.000e-02, eta: 2 days, 5:45:17, time: 1.202, data_time: 0.030, memory: 5822, loss_cls: 3.3699, loss: 3.3699, grad_norm: 2.7115 2020-10-23 19:12:22,294 - mmaction - INFO - Epoch [14][260/1712] lr: 1.000e-02, eta: 2 days, 5:44:32, time: 1.158, data_time: 0.009, memory: 5822, loss_cls: 3.3725, loss: 3.3725, grad_norm: 2.7269 2020-10-23 19:12:46,014 - mmaction - INFO - Epoch [14][280/1712] lr: 1.000e-02, eta: 2 days, 5:43:51, time: 1.188, data_time: 0.016, memory: 5822, loss_cls: 3.4207, loss: 3.4207, grad_norm: 2.8040 2020-10-23 19:13:09,052 - mmaction - INFO - Epoch [14][300/1712] lr: 1.000e-02, eta: 2 days, 5:43:05, time: 1.152, data_time: 0.005, memory: 5822, loss_cls: 3.3749, loss: 3.3749, grad_norm: 2.7008 2020-10-23 19:13:32,415 - mmaction - INFO - Epoch [14][320/1712] lr: 1.000e-02, eta: 2 days, 5:42:21, time: 1.168, data_time: 0.006, memory: 5822, loss_cls: 3.3697, loss: 3.3697, grad_norm: 2.7497 2020-10-23 19:13:56,360 - mmaction - INFO - Epoch [14][340/1712] lr: 1.000e-02, eta: 2 days, 5:41:42, time: 1.196, data_time: 0.012, memory: 5822, loss_cls: 3.4089, loss: 3.4089, grad_norm: 2.7472 2020-10-23 19:14:19,831 - mmaction - INFO - Epoch [14][360/1712] lr: 1.000e-02, eta: 2 days, 5:40:59, time: 1.172, data_time: 0.005, memory: 5822, loss_cls: 3.3373, loss: 3.3373, grad_norm: 2.6884 2020-10-23 19:14:42,274 - mmaction - INFO - Epoch [14][380/1712] lr: 1.000e-02, eta: 2 days, 5:40:10, time: 1.126, data_time: 0.005, memory: 5822, loss_cls: 3.3860, loss: 3.3860, grad_norm: 2.7560 2020-10-23 19:15:06,123 - mmaction - INFO - Epoch [14][400/1712] lr: 1.000e-02, eta: 2 days, 5:39:30, time: 1.193, data_time: 0.009, memory: 5822, loss_cls: 3.4172, loss: 3.4172, grad_norm: 2.7495 2020-10-23 19:15:28,109 - mmaction - INFO - Epoch [14][420/1712] lr: 1.000e-02, eta: 2 days, 5:38:37, time: 1.098, data_time: 0.001, memory: 5822, loss_cls: 3.3708, loss: 3.3708, grad_norm: 2.7334 2020-10-23 19:15:51,251 - mmaction - INFO - Epoch [14][440/1712] lr: 1.000e-02, eta: 2 days, 5:37:52, time: 1.156, data_time: 0.008, memory: 5822, loss_cls: 3.4175, loss: 3.4175, grad_norm: 2.7421 2020-10-23 19:16:14,120 - mmaction - INFO - Epoch [14][460/1712] lr: 1.000e-02, eta: 2 days, 5:37:06, time: 1.147, data_time: 0.015, memory: 5822, loss_cls: 3.3946, loss: 3.3946, grad_norm: 2.7457 2020-10-23 19:16:37,008 - mmaction - INFO - Epoch [14][480/1712] lr: 1.000e-02, eta: 2 days, 5:36:20, time: 1.144, data_time: 0.005, memory: 5822, loss_cls: 3.3757, loss: 3.3757, grad_norm: 2.7658 2020-10-23 19:16:59,263 - mmaction - INFO - Epoch [14][500/1712] lr: 1.000e-02, eta: 2 days, 5:35:29, time: 1.111, data_time: 0.006, memory: 5822, loss_cls: 3.4302, loss: 3.4302, grad_norm: 2.7747 2020-10-23 19:17:22,740 - mmaction - INFO - Epoch [14][520/1712] lr: 1.000e-02, eta: 2 days, 5:34:45, time: 1.163, data_time: 0.003, memory: 5822, loss_cls: 3.4049, loss: 3.4049, grad_norm: 2.7171 2020-10-23 19:17:45,238 - mmaction - INFO - Epoch [14][540/1712] lr: 1.000e-02, eta: 2 days, 5:33:57, time: 1.129, data_time: 0.014, memory: 5822, loss_cls: 3.4195, loss: 3.4195, grad_norm: 2.7476 2020-10-23 19:18:08,130 - mmaction - INFO - Epoch [14][560/1712] lr: 1.000e-02, eta: 2 days, 5:33:11, time: 1.143, data_time: 0.021, memory: 5822, loss_cls: 3.3630, loss: 3.3630, grad_norm: 2.7792 2020-10-23 19:18:31,106 - mmaction - INFO - Epoch [14][580/1712] lr: 1.000e-02, eta: 2 days, 5:32:26, time: 1.155, data_time: 0.018, memory: 5822, loss_cls: 3.3397, loss: 3.3397, grad_norm: 2.6933 2020-10-23 19:18:53,998 - mmaction - INFO - Epoch [14][600/1712] lr: 1.000e-02, eta: 2 days, 5:31:40, time: 1.147, data_time: 0.006, memory: 5822, loss_cls: 3.3650, loss: 3.3650, grad_norm: 2.7354 2020-10-23 19:19:16,899 - mmaction - INFO - Epoch [14][620/1712] lr: 1.000e-02, eta: 2 days, 5:30:54, time: 1.147, data_time: 0.017, memory: 5822, loss_cls: 3.3959, loss: 3.3959, grad_norm: 2.7784 2020-10-23 19:19:39,804 - mmaction - INFO - Epoch [14][640/1712] lr: 1.000e-02, eta: 2 days, 5:30:08, time: 1.144, data_time: 0.003, memory: 5822, loss_cls: 3.3760, loss: 3.3760, grad_norm: 2.7193 2020-10-23 19:20:02,898 - mmaction - INFO - Epoch [14][660/1712] lr: 1.000e-02, eta: 2 days, 5:29:24, time: 1.155, data_time: 0.012, memory: 5822, loss_cls: 3.4047, loss: 3.4047, grad_norm: 2.7395 2020-10-23 19:20:25,058 - mmaction - INFO - Epoch [14][680/1712] lr: 1.000e-02, eta: 2 days, 5:28:33, time: 1.106, data_time: 0.003, memory: 5822, loss_cls: 3.4039, loss: 3.4039, grad_norm: 2.8093 2020-10-23 19:20:48,158 - mmaction - INFO - Epoch [14][700/1712] lr: 1.000e-02, eta: 2 days, 5:27:48, time: 1.155, data_time: 0.007, memory: 5822, loss_cls: 3.3331, loss: 3.3331, grad_norm: 2.7065 2020-10-23 19:21:11,269 - mmaction - INFO - Epoch [14][720/1712] lr: 1.000e-02, eta: 2 days, 5:27:04, time: 1.155, data_time: 0.020, memory: 5822, loss_cls: 3.3945, loss: 3.3945, grad_norm: 2.7194 2020-10-23 19:21:34,394 - mmaction - INFO - Epoch [14][740/1712] lr: 1.000e-02, eta: 2 days, 5:26:20, time: 1.160, data_time: 0.019, memory: 5822, loss_cls: 3.4186, loss: 3.4186, grad_norm: 2.7175 2020-10-23 19:21:57,505 - mmaction - INFO - Epoch [14][760/1712] lr: 1.000e-02, eta: 2 days, 5:25:36, time: 1.156, data_time: 0.004, memory: 5822, loss_cls: 3.4622, loss: 3.4622, grad_norm: 2.8130 2020-10-23 19:22:20,285 - mmaction - INFO - Epoch [14][780/1712] lr: 1.000e-02, eta: 2 days, 5:24:49, time: 1.136, data_time: 0.001, memory: 5822, loss_cls: 3.4136, loss: 3.4136, grad_norm: 2.7104 2020-10-23 19:22:43,180 - mmaction - INFO - Epoch [14][800/1712] lr: 1.000e-02, eta: 2 days, 5:24:03, time: 1.141, data_time: 0.005, memory: 5822, loss_cls: 3.4073, loss: 3.4073, grad_norm: 2.7253 2020-10-23 19:23:05,688 - mmaction - INFO - Epoch [14][820/1712] lr: 1.000e-02, eta: 2 days, 5:23:14, time: 1.120, data_time: 0.017, memory: 5822, loss_cls: 3.3942, loss: 3.3942, grad_norm: 2.7192 2020-10-23 19:23:28,690 - mmaction - INFO - Epoch [14][840/1712] lr: 1.000e-02, eta: 2 days, 5:22:31, time: 1.162, data_time: 0.027, memory: 5822, loss_cls: 3.3839, loss: 3.3839, grad_norm: 2.6977 2020-10-23 19:23:52,123 - mmaction - INFO - Epoch [14][860/1712] lr: 1.000e-02, eta: 2 days, 5:21:48, time: 1.168, data_time: 0.004, memory: 5822, loss_cls: 3.3360, loss: 3.3360, grad_norm: 2.7566 2020-10-23 19:24:15,614 - mmaction - INFO - Epoch [14][880/1712] lr: 1.000e-02, eta: 2 days, 5:21:06, time: 1.173, data_time: 0.023, memory: 5822, loss_cls: 3.4237, loss: 3.4237, grad_norm: 2.7715 2020-10-23 19:24:38,561 - mmaction - INFO - Epoch [14][900/1712] lr: 1.000e-02, eta: 2 days, 5:20:22, time: 1.152, data_time: 0.017, memory: 5822, loss_cls: 3.4475, loss: 3.4475, grad_norm: 2.7577 2020-10-23 19:25:01,456 - mmaction - INFO - Epoch [14][920/1712] lr: 1.000e-02, eta: 2 days, 5:19:35, time: 1.136, data_time: 0.006, memory: 5822, loss_cls: 3.3812, loss: 3.3812, grad_norm: 2.7482 2020-10-23 19:25:24,769 - mmaction - INFO - Epoch [14][940/1712] lr: 1.000e-02, eta: 2 days, 5:18:53, time: 1.171, data_time: 0.012, memory: 5822, loss_cls: 3.3772, loss: 3.3772, grad_norm: 2.7104 2020-10-23 19:25:47,363 - mmaction - INFO - Epoch [14][960/1712] lr: 1.000e-02, eta: 2 days, 5:18:05, time: 1.122, data_time: 0.007, memory: 5822, loss_cls: 3.3984, loss: 3.3984, grad_norm: 2.7258 2020-10-23 19:26:10,028 - mmaction - INFO - Epoch [14][980/1712] lr: 1.000e-02, eta: 2 days, 5:17:20, time: 1.145, data_time: 0.024, memory: 5822, loss_cls: 3.4347, loss: 3.4347, grad_norm: 2.7528 2020-10-23 19:26:32,259 - mmaction - INFO - Epoch [14][1000/1712] lr: 1.000e-02, eta: 2 days, 5:16:29, time: 1.100, data_time: 0.010, memory: 5822, loss_cls: 3.4400, loss: 3.4400, grad_norm: 2.7960 2020-10-23 19:26:55,652 - mmaction - INFO - Epoch [14][1020/1712] lr: 1.000e-02, eta: 2 days, 5:15:48, time: 1.179, data_time: 0.015, memory: 5822, loss_cls: 3.3818, loss: 3.3818, grad_norm: 2.7799 2020-10-23 19:27:18,083 - mmaction - INFO - Epoch [14][1040/1712] lr: 1.000e-02, eta: 2 days, 5:14:59, time: 1.116, data_time: 0.017, memory: 5822, loss_cls: 3.4261, loss: 3.4261, grad_norm: 2.7032 2020-10-23 19:27:41,446 - mmaction - INFO - Epoch [14][1060/1712] lr: 1.000e-02, eta: 2 days, 5:14:17, time: 1.163, data_time: 0.010, memory: 5822, loss_cls: 3.3919, loss: 3.3919, grad_norm: 2.7127 2020-10-23 19:28:05,146 - mmaction - INFO - Epoch [14][1080/1712] lr: 1.000e-02, eta: 2 days, 5:13:37, time: 1.189, data_time: 0.019, memory: 5822, loss_cls: 3.4192, loss: 3.4192, grad_norm: 2.7361 2020-10-23 19:28:28,272 - mmaction - INFO - Epoch [14][1100/1712] lr: 1.000e-02, eta: 2 days, 5:12:53, time: 1.150, data_time: 0.016, memory: 5822, loss_cls: 3.3772, loss: 3.3772, grad_norm: 2.7235 2020-10-23 19:28:50,982 - mmaction - INFO - Epoch [14][1120/1712] lr: 1.000e-02, eta: 2 days, 5:12:08, time: 1.144, data_time: 0.017, memory: 5822, loss_cls: 3.3591, loss: 3.3591, grad_norm: 2.7380 2020-10-23 19:29:14,185 - mmaction - INFO - Epoch [14][1140/1712] lr: 1.000e-02, eta: 2 days, 5:11:25, time: 1.166, data_time: 0.016, memory: 5822, loss_cls: 3.3441, loss: 3.3441, grad_norm: 2.7444 2020-10-23 19:29:37,261 - mmaction - INFO - Epoch [14][1160/1712] lr: 1.000e-02, eta: 2 days, 5:10:41, time: 1.152, data_time: 0.011, memory: 5822, loss_cls: 3.3891, loss: 3.3891, grad_norm: 2.7175 2020-10-23 19:30:00,441 - mmaction - INFO - Epoch [14][1180/1712] lr: 1.000e-02, eta: 2 days, 5:09:58, time: 1.160, data_time: 0.011, memory: 5822, loss_cls: 3.4255, loss: 3.4255, grad_norm: 2.7025 2020-10-23 19:30:23,196 - mmaction - INFO - Epoch [14][1200/1712] lr: 1.000e-02, eta: 2 days, 5:09:13, time: 1.139, data_time: 0.007, memory: 5822, loss_cls: 3.3885, loss: 3.3885, grad_norm: 2.6909 2020-10-23 19:30:46,869 - mmaction - INFO - Epoch [14][1220/1712] lr: 1.000e-02, eta: 2 days, 5:08:33, time: 1.183, data_time: 0.001, memory: 5822, loss_cls: 3.4115, loss: 3.4115, grad_norm: 2.7348 2020-10-23 19:31:09,035 - mmaction - INFO - Epoch [14][1240/1712] lr: 1.000e-02, eta: 2 days, 5:07:43, time: 1.102, data_time: 0.003, memory: 5822, loss_cls: 3.3911, loss: 3.3911, grad_norm: 2.6984 2020-10-23 19:31:32,043 - mmaction - INFO - Epoch [14][1260/1712] lr: 1.000e-02, eta: 2 days, 5:06:59, time: 1.156, data_time: 0.017, memory: 5822, loss_cls: 3.4316, loss: 3.4316, grad_norm: 2.7139 2020-10-23 19:31:55,396 - mmaction - INFO - Epoch [14][1280/1712] lr: 1.000e-02, eta: 2 days, 5:06:17, time: 1.165, data_time: 0.012, memory: 5822, loss_cls: 3.3323, loss: 3.3323, grad_norm: 2.6717 2020-10-23 19:32:17,832 - mmaction - INFO - Epoch [14][1300/1712] lr: 1.000e-02, eta: 2 days, 5:05:29, time: 1.119, data_time: 0.010, memory: 5822, loss_cls: 3.3681, loss: 3.3681, grad_norm: 2.7155 2020-10-23 19:32:40,953 - mmaction - INFO - Epoch [14][1320/1712] lr: 1.000e-02, eta: 2 days, 5:04:46, time: 1.156, data_time: 0.020, memory: 5822, loss_cls: 3.4200, loss: 3.4200, grad_norm: 2.6951 2020-10-23 19:33:03,379 - mmaction - INFO - Epoch [14][1340/1712] lr: 1.000e-02, eta: 2 days, 5:03:59, time: 1.128, data_time: 0.019, memory: 5822, loss_cls: 3.4224, loss: 3.4224, grad_norm: 2.7478 2020-10-23 19:33:26,178 - mmaction - INFO - Epoch [14][1360/1712] lr: 1.000e-02, eta: 2 days, 5:03:14, time: 1.140, data_time: 0.001, memory: 5822, loss_cls: 3.3656, loss: 3.3656, grad_norm: 2.6721 2020-10-23 19:33:49,431 - mmaction - INFO - Epoch [14][1380/1712] lr: 1.000e-02, eta: 2 days, 5:02:32, time: 1.162, data_time: 0.003, memory: 5822, loss_cls: 3.3761, loss: 3.3761, grad_norm: 2.7387 2020-10-23 19:34:13,062 - mmaction - INFO - Epoch [14][1400/1712] lr: 1.000e-02, eta: 2 days, 5:01:51, time: 1.174, data_time: 0.012, memory: 5822, loss_cls: 3.3783, loss: 3.3783, grad_norm: 2.7388 2020-10-23 19:34:35,983 - mmaction - INFO - Epoch [14][1420/1712] lr: 1.000e-02, eta: 2 days, 5:01:07, time: 1.153, data_time: 0.021, memory: 5822, loss_cls: 3.3756, loss: 3.3756, grad_norm: 2.6931 2020-10-23 19:34:59,344 - mmaction - INFO - Epoch [14][1440/1712] lr: 1.000e-02, eta: 2 days, 5:00:25, time: 1.160, data_time: 0.008, memory: 5822, loss_cls: 3.3994, loss: 3.3994, grad_norm: 2.7632 2020-10-23 19:35:21,647 - mmaction - INFO - Epoch [14][1460/1712] lr: 1.000e-02, eta: 2 days, 4:59:37, time: 1.114, data_time: 0.011, memory: 5822, loss_cls: 3.4023, loss: 3.4023, grad_norm: 2.7988 2020-10-23 19:35:44,181 - mmaction - INFO - Epoch [14][1480/1712] lr: 1.000e-02, eta: 2 days, 4:58:50, time: 1.129, data_time: 0.023, memory: 5822, loss_cls: 3.3835, loss: 3.3835, grad_norm: 2.7680 2020-10-23 19:36:06,452 - mmaction - INFO - Epoch [14][1500/1712] lr: 1.000e-02, eta: 2 days, 4:58:03, time: 1.122, data_time: 0.015, memory: 5822, loss_cls: 3.4257, loss: 3.4257, grad_norm: 2.7798 2020-10-23 19:36:29,782 - mmaction - INFO - Epoch [14][1520/1712] lr: 1.000e-02, eta: 2 days, 4:57:21, time: 1.161, data_time: 0.005, memory: 5822, loss_cls: 3.4216, loss: 3.4216, grad_norm: 2.7712 2020-10-23 19:36:52,243 - mmaction - INFO - Epoch [14][1540/1712] lr: 1.000e-02, eta: 2 days, 4:56:34, time: 1.126, data_time: 0.007, memory: 5822, loss_cls: 3.4150, loss: 3.4150, grad_norm: 2.7760 2020-10-23 19:37:15,178 - mmaction - INFO - Epoch [14][1560/1712] lr: 1.000e-02, eta: 2 days, 4:55:49, time: 1.139, data_time: 0.010, memory: 5822, loss_cls: 3.3809, loss: 3.3809, grad_norm: 2.7385 2020-10-23 19:37:38,551 - mmaction - INFO - Epoch [14][1580/1712] lr: 1.000e-02, eta: 2 days, 4:55:09, time: 1.176, data_time: 0.013, memory: 5822, loss_cls: 3.3455, loss: 3.3455, grad_norm: 2.7117 2020-10-23 19:38:01,536 - mmaction - INFO - Epoch [14][1600/1712] lr: 1.000e-02, eta: 2 days, 4:54:24, time: 1.142, data_time: 0.014, memory: 5822, loss_cls: 3.4234, loss: 3.4234, grad_norm: 2.7433 2020-10-23 19:38:24,697 - mmaction - INFO - Epoch [14][1620/1712] lr: 1.000e-02, eta: 2 days, 4:53:42, time: 1.161, data_time: 0.011, memory: 5822, loss_cls: 3.3940, loss: 3.3940, grad_norm: 2.7645 2020-10-23 19:38:47,019 - mmaction - INFO - Epoch [14][1640/1712] lr: 1.000e-02, eta: 2 days, 4:52:55, time: 1.117, data_time: 0.009, memory: 5822, loss_cls: 3.3457, loss: 3.3457, grad_norm: 2.7428 2020-10-23 19:39:09,346 - mmaction - INFO - Epoch [14][1660/1712] lr: 1.000e-02, eta: 2 days, 4:52:08, time: 1.119, data_time: 0.016, memory: 5822, loss_cls: 3.4419, loss: 3.4419, grad_norm: 2.7484 2020-10-23 19:39:32,124 - mmaction - INFO - Epoch [14][1680/1712] lr: 1.000e-02, eta: 2 days, 4:51:23, time: 1.141, data_time: 0.013, memory: 5822, loss_cls: 3.3954, loss: 3.3954, grad_norm: 2.7872 2020-10-23 19:39:55,272 - mmaction - INFO - Epoch [14][1700/1712] lr: 1.000e-02, eta: 2 days, 4:50:41, time: 1.159, data_time: 0.010, memory: 5822, loss_cls: 3.4369, loss: 3.4369, grad_norm: 2.8346 2020-10-23 19:40:58,311 - mmaction - INFO - Epoch [15][20/1712] lr: 1.000e-02, eta: 2 days, 4:50:34, time: 2.350, data_time: 1.446, memory: 5822, loss_cls: 3.3319, loss: 3.3319, grad_norm: 2.7383 2020-10-23 19:41:22,787 - mmaction - INFO - Epoch [15][40/1712] lr: 1.000e-02, eta: 2 days, 4:50:01, time: 1.227, data_time: 0.014, memory: 5822, loss_cls: 3.3988, loss: 3.3988, grad_norm: 2.7394 2020-10-23 19:41:45,647 - mmaction - INFO - Epoch [15][60/1712] lr: 1.000e-02, eta: 2 days, 4:49:16, time: 1.143, data_time: 0.047, memory: 5822, loss_cls: 3.3819, loss: 3.3819, grad_norm: 2.7436 2020-10-23 19:42:09,433 - mmaction - INFO - Epoch [15][80/1712] lr: 1.000e-02, eta: 2 days, 4:48:37, time: 1.184, data_time: 0.225, memory: 5822, loss_cls: 3.3263, loss: 3.3263, grad_norm: 2.6611 2020-10-23 19:42:32,744 - mmaction - INFO - Epoch [15][100/1712] lr: 1.000e-02, eta: 2 days, 4:47:55, time: 1.160, data_time: 0.112, memory: 5822, loss_cls: 3.4143, loss: 3.4143, grad_norm: 2.7669 2020-10-23 19:42:55,584 - mmaction - INFO - Epoch [15][120/1712] lr: 1.000e-02, eta: 2 days, 4:47:12, time: 1.149, data_time: 0.031, memory: 5822, loss_cls: 3.3762, loss: 3.3762, grad_norm: 2.7301 2020-10-23 19:43:19,313 - mmaction - INFO - Epoch [15][140/1712] lr: 1.000e-02, eta: 2 days, 4:46:34, time: 1.192, data_time: 0.022, memory: 5822, loss_cls: 3.3947, loss: 3.3947, grad_norm: 2.7254 2020-10-23 19:43:42,017 - mmaction - INFO - Epoch [15][160/1712] lr: 1.000e-02, eta: 2 days, 4:45:49, time: 1.133, data_time: 0.010, memory: 5822, loss_cls: 3.4015, loss: 3.4015, grad_norm: 2.7737 2020-10-23 19:44:04,992 - mmaction - INFO - Epoch [15][180/1712] lr: 1.000e-02, eta: 2 days, 4:45:05, time: 1.144, data_time: 0.008, memory: 5822, loss_cls: 3.4131, loss: 3.4131, grad_norm: 2.7781 2020-10-23 19:44:27,463 - mmaction - INFO - Epoch [15][200/1712] lr: 1.000e-02, eta: 2 days, 4:44:19, time: 1.125, data_time: 0.013, memory: 5822, loss_cls: 3.2978, loss: 3.2978, grad_norm: 2.7282 2020-10-23 19:44:50,507 - mmaction - INFO - Epoch [15][220/1712] lr: 1.000e-02, eta: 2 days, 4:43:37, time: 1.156, data_time: 0.065, memory: 5822, loss_cls: 3.3757, loss: 3.3757, grad_norm: 2.8295 2020-10-23 19:45:14,422 - mmaction - INFO - Epoch [15][240/1712] lr: 1.000e-02, eta: 2 days, 4:42:59, time: 1.197, data_time: 0.126, memory: 5822, loss_cls: 3.4562, loss: 3.4562, grad_norm: 2.7998 2020-10-23 19:45:37,860 - mmaction - INFO - Epoch [15][260/1712] lr: 1.000e-02, eta: 2 days, 4:42:19, time: 1.172, data_time: 0.016, memory: 5822, loss_cls: 3.4185, loss: 3.4185, grad_norm: 2.7373 2020-10-23 19:46:01,500 - mmaction - INFO - Epoch [15][280/1712] lr: 1.000e-02, eta: 2 days, 4:41:40, time: 1.178, data_time: 0.002, memory: 5822, loss_cls: 3.3636, loss: 3.3636, grad_norm: 2.7315 2020-10-23 19:46:24,808 - mmaction - INFO - Epoch [15][300/1712] lr: 1.000e-02, eta: 2 days, 4:40:58, time: 1.163, data_time: 0.007, memory: 5822, loss_cls: 3.3345, loss: 3.3345, grad_norm: 2.7144 2020-10-23 19:46:48,098 - mmaction - INFO - Epoch [15][320/1712] lr: 1.000e-02, eta: 2 days, 4:40:17, time: 1.165, data_time: 0.010, memory: 5822, loss_cls: 3.3892, loss: 3.3892, grad_norm: 2.7752 2020-10-23 19:47:11,738 - mmaction - INFO - Epoch [15][340/1712] lr: 1.000e-02, eta: 2 days, 4:39:38, time: 1.182, data_time: 0.007, memory: 5822, loss_cls: 3.3526, loss: 3.3526, grad_norm: 2.7481 2020-10-23 19:47:35,142 - mmaction - INFO - Epoch [15][360/1712] lr: 1.000e-02, eta: 2 days, 4:38:58, time: 1.172, data_time: 0.014, memory: 5822, loss_cls: 3.3164, loss: 3.3164, grad_norm: 2.6965 2020-10-23 19:47:58,452 - mmaction - INFO - Epoch [15][380/1712] lr: 1.000e-02, eta: 2 days, 4:38:17, time: 1.159, data_time: 0.007, memory: 5822, loss_cls: 3.3799, loss: 3.3799, grad_norm: 2.7826 2020-10-23 19:48:21,514 - mmaction - INFO - Epoch [15][400/1712] lr: 1.000e-02, eta: 2 days, 4:37:36, time: 1.163, data_time: 0.011, memory: 5822, loss_cls: 3.3837, loss: 3.3837, grad_norm: 2.8053 2020-10-23 19:48:45,162 - mmaction - INFO - Epoch [15][420/1712] lr: 1.000e-02, eta: 2 days, 4:36:55, time: 1.166, data_time: 0.005, memory: 5822, loss_cls: 3.3780, loss: 3.3780, grad_norm: 2.7396 2020-10-23 19:49:07,449 - mmaction - INFO - Epoch [15][440/1712] lr: 1.000e-02, eta: 2 days, 4:36:09, time: 1.128, data_time: 0.018, memory: 5822, loss_cls: 3.3746, loss: 3.3746, grad_norm: 2.7255 2020-10-23 19:49:30,120 - mmaction - INFO - Epoch [15][460/1712] lr: 1.000e-02, eta: 2 days, 4:35:25, time: 1.133, data_time: 0.012, memory: 5822, loss_cls: 3.3805, loss: 3.3805, grad_norm: 2.8258 2020-10-23 19:49:53,466 - mmaction - INFO - Epoch [15][480/1712] lr: 1.000e-02, eta: 2 days, 4:34:44, time: 1.170, data_time: 0.007, memory: 5822, loss_cls: 3.3824, loss: 3.3824, grad_norm: 2.8483 2020-10-23 19:50:16,326 - mmaction - INFO - Epoch [15][500/1712] lr: 1.000e-02, eta: 2 days, 4:34:01, time: 1.140, data_time: 0.003, memory: 5822, loss_cls: 3.3802, loss: 3.3802, grad_norm: 2.7411 2020-10-23 19:50:39,513 - mmaction - INFO - Epoch [15][520/1712] lr: 1.000e-02, eta: 2 days, 4:33:19, time: 1.159, data_time: 0.014, memory: 5822, loss_cls: 3.3991, loss: 3.3991, grad_norm: 2.8433 2020-10-23 19:51:03,685 - mmaction - INFO - Epoch [15][540/1712] lr: 1.000e-02, eta: 2 days, 4:32:44, time: 1.213, data_time: 0.008, memory: 5822, loss_cls: 3.3899, loss: 3.3899, grad_norm: 2.7459 2020-10-23 19:51:26,105 - mmaction - INFO - Epoch [15][560/1712] lr: 1.000e-02, eta: 2 days, 4:31:58, time: 1.120, data_time: 0.001, memory: 5822, loss_cls: 3.3510, loss: 3.3510, grad_norm: 2.7696 2020-10-23 19:51:49,345 - mmaction - INFO - Epoch [15][580/1712] lr: 1.000e-02, eta: 2 days, 4:31:16, time: 1.156, data_time: 0.003, memory: 5822, loss_cls: 3.3724, loss: 3.3724, grad_norm: 2.6841 2020-10-23 19:52:12,291 - mmaction - INFO - Epoch [15][600/1712] lr: 1.000e-02, eta: 2 days, 4:30:34, time: 1.152, data_time: 0.023, memory: 5822, loss_cls: 3.4131, loss: 3.4131, grad_norm: 2.7674 2020-10-23 19:52:35,745 - mmaction - INFO - Epoch [15][620/1712] lr: 1.000e-02, eta: 2 days, 4:29:55, time: 1.173, data_time: 0.004, memory: 5822, loss_cls: 3.3959, loss: 3.3959, grad_norm: 2.7822 2020-10-23 19:52:58,287 - mmaction - INFO - Epoch [15][640/1712] lr: 1.000e-02, eta: 2 days, 4:29:10, time: 1.129, data_time: 0.012, memory: 5822, loss_cls: 3.4286, loss: 3.4286, grad_norm: 2.7814 2020-10-23 19:53:21,411 - mmaction - INFO - Epoch [15][660/1712] lr: 1.000e-02, eta: 2 days, 4:28:27, time: 1.145, data_time: 0.002, memory: 5822, loss_cls: 3.3574, loss: 3.3574, grad_norm: 2.7163 2020-10-23 19:53:44,280 - mmaction - INFO - Epoch [15][680/1712] lr: 1.000e-02, eta: 2 days, 4:27:45, time: 1.150, data_time: 0.012, memory: 5822, loss_cls: 3.3180, loss: 3.3180, grad_norm: 2.7424 2020-10-23 19:54:08,081 - mmaction - INFO - Epoch [15][700/1712] lr: 1.000e-02, eta: 2 days, 4:27:08, time: 1.195, data_time: 0.011, memory: 5822, loss_cls: 3.3749, loss: 3.3749, grad_norm: 2.8101 2020-10-23 19:54:31,373 - mmaction - INFO - Epoch [15][720/1712] lr: 1.000e-02, eta: 2 days, 4:26:27, time: 1.164, data_time: 0.001, memory: 5822, loss_cls: 3.4021, loss: 3.4021, grad_norm: 2.7938 2020-10-23 19:54:53,853 - mmaction - INFO - Epoch [15][740/1712] lr: 1.000e-02, eta: 2 days, 4:25:41, time: 1.118, data_time: 0.006, memory: 5822, loss_cls: 3.3983, loss: 3.3983, grad_norm: 2.6987 2020-10-23 19:55:17,140 - mmaction - INFO - Epoch [15][760/1712] lr: 1.000e-02, eta: 2 days, 4:25:01, time: 1.170, data_time: 0.014, memory: 5822, loss_cls: 3.4029, loss: 3.4029, grad_norm: 2.8065 2020-10-23 19:55:39,640 - mmaction - INFO - Epoch [15][780/1712] lr: 1.000e-02, eta: 2 days, 4:24:16, time: 1.124, data_time: 0.008, memory: 5822, loss_cls: 3.3566, loss: 3.3566, grad_norm: 2.6985 2020-10-23 19:56:02,601 - mmaction - INFO - Epoch [15][800/1712] lr: 1.000e-02, eta: 2 days, 4:23:34, time: 1.149, data_time: 0.010, memory: 5822, loss_cls: 3.3849, loss: 3.3849, grad_norm: 2.7877 2020-10-23 19:56:25,260 - mmaction - INFO - Epoch [15][820/1712] lr: 1.000e-02, eta: 2 days, 4:22:49, time: 1.126, data_time: 0.007, memory: 5822, loss_cls: 3.3804, loss: 3.3804, grad_norm: 2.7863 2020-10-23 19:56:48,484 - mmaction - INFO - Epoch [15][840/1712] lr: 1.000e-02, eta: 2 days, 4:22:09, time: 1.167, data_time: 0.011, memory: 5822, loss_cls: 3.4477, loss: 3.4477, grad_norm: 2.7643 2020-10-23 19:57:10,842 - mmaction - INFO - Epoch [15][860/1712] lr: 1.000e-02, eta: 2 days, 4:21:23, time: 1.113, data_time: 0.005, memory: 5822, loss_cls: 3.3609, loss: 3.3609, grad_norm: 2.7668 2020-10-23 19:57:34,311 - mmaction - INFO - Epoch [15][880/1712] lr: 1.000e-02, eta: 2 days, 4:20:44, time: 1.181, data_time: 0.017, memory: 5822, loss_cls: 3.3846, loss: 3.3846, grad_norm: 2.7712 2020-10-23 19:57:57,213 - mmaction - INFO - Epoch [15][900/1712] lr: 1.000e-02, eta: 2 days, 4:20:02, time: 1.145, data_time: 0.003, memory: 5822, loss_cls: 3.3932, loss: 3.3932, grad_norm: 2.7293 2020-10-23 19:58:20,387 - mmaction - INFO - Epoch [15][920/1712] lr: 1.000e-02, eta: 2 days, 4:19:19, time: 1.146, data_time: 0.002, memory: 5822, loss_cls: 3.4596, loss: 3.4596, grad_norm: 2.7991 2020-10-23 19:58:43,790 - mmaction - INFO - Epoch [15][940/1712] lr: 1.000e-02, eta: 2 days, 4:18:41, time: 1.182, data_time: 0.014, memory: 5822, loss_cls: 3.3608, loss: 3.3608, grad_norm: 2.7862 2020-10-23 19:59:06,119 - mmaction - INFO - Epoch [15][960/1712] lr: 1.000e-02, eta: 2 days, 4:17:55, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 3.3486, loss: 3.3486, grad_norm: 2.7596 2020-10-23 19:59:28,878 - mmaction - INFO - Epoch [15][980/1712] lr: 1.000e-02, eta: 2 days, 4:17:12, time: 1.135, data_time: 0.004, memory: 5822, loss_cls: 3.3425, loss: 3.3425, grad_norm: 2.7562 2020-10-23 19:59:51,996 - mmaction - INFO - Epoch [15][1000/1712] lr: 1.000e-02, eta: 2 days, 4:16:31, time: 1.156, data_time: 0.005, memory: 5822, loss_cls: 3.3841, loss: 3.3841, grad_norm: 2.7645 2020-10-23 20:00:14,841 - mmaction - INFO - Epoch [15][1020/1712] lr: 1.000e-02, eta: 2 days, 4:15:48, time: 1.144, data_time: 0.098, memory: 5822, loss_cls: 3.4032, loss: 3.4032, grad_norm: 2.8180 2020-10-23 20:00:38,429 - mmaction - INFO - Epoch [15][1040/1712] lr: 1.000e-02, eta: 2 days, 4:15:10, time: 1.178, data_time: 0.126, memory: 5822, loss_cls: 3.3937, loss: 3.3937, grad_norm: 2.6977 2020-10-23 20:01:01,539 - mmaction - INFO - Epoch [15][1060/1712] lr: 1.000e-02, eta: 2 days, 4:14:28, time: 1.153, data_time: 0.209, memory: 5822, loss_cls: 3.3859, loss: 3.3859, grad_norm: 2.7294 2020-10-23 20:01:24,533 - mmaction - INFO - Epoch [15][1080/1712] lr: 1.000e-02, eta: 2 days, 4:13:46, time: 1.144, data_time: 0.018, memory: 5822, loss_cls: 3.3490, loss: 3.3490, grad_norm: 2.6799 2020-10-23 20:01:47,470 - mmaction - INFO - Epoch [15][1100/1712] lr: 1.000e-02, eta: 2 days, 4:13:05, time: 1.151, data_time: 0.045, memory: 5822, loss_cls: 3.3857, loss: 3.3857, grad_norm: 2.8177 2020-10-23 20:02:10,897 - mmaction - INFO - Epoch [15][1120/1712] lr: 1.000e-02, eta: 2 days, 4:12:26, time: 1.179, data_time: 0.011, memory: 5822, loss_cls: 3.3515, loss: 3.3515, grad_norm: 2.7407 2020-10-23 20:02:33,918 - mmaction - INFO - Epoch [15][1140/1712] lr: 1.000e-02, eta: 2 days, 4:11:44, time: 1.148, data_time: 0.008, memory: 5822, loss_cls: 3.4434, loss: 3.4434, grad_norm: 2.7556 2020-10-23 20:02:56,926 - mmaction - INFO - Epoch [15][1160/1712] lr: 1.000e-02, eta: 2 days, 4:11:03, time: 1.153, data_time: 0.005, memory: 5822, loss_cls: 3.3776, loss: 3.3776, grad_norm: 2.7995 2020-10-23 20:03:20,165 - mmaction - INFO - Epoch [15][1180/1712] lr: 1.000e-02, eta: 2 days, 4:10:23, time: 1.160, data_time: 0.003, memory: 5822, loss_cls: 3.4281, loss: 3.4281, grad_norm: 2.7453 2020-10-23 20:03:43,736 - mmaction - INFO - Epoch [15][1200/1712] lr: 1.000e-02, eta: 2 days, 4:09:45, time: 1.179, data_time: 0.005, memory: 5822, loss_cls: 3.4121, loss: 3.4121, grad_norm: 2.7690 2020-10-23 20:04:06,730 - mmaction - INFO - Epoch [15][1220/1712] lr: 1.000e-02, eta: 2 days, 4:09:03, time: 1.151, data_time: 0.010, memory: 5822, loss_cls: 3.4189, loss: 3.4189, grad_norm: 2.7665 2020-10-23 20:04:29,608 - mmaction - INFO - Epoch [15][1240/1712] lr: 1.000e-02, eta: 2 days, 4:08:21, time: 1.144, data_time: 0.003, memory: 5822, loss_cls: 3.3997, loss: 3.3997, grad_norm: 2.7189 2020-10-23 20:04:52,448 - mmaction - INFO - Epoch [15][1260/1712] lr: 1.000e-02, eta: 2 days, 4:07:39, time: 1.141, data_time: 0.003, memory: 5822, loss_cls: 3.3727, loss: 3.3727, grad_norm: 2.7328 2020-10-23 20:05:14,997 - mmaction - INFO - Epoch [15][1280/1712] lr: 1.000e-02, eta: 2 days, 4:06:55, time: 1.128, data_time: 0.005, memory: 5822, loss_cls: 3.4111, loss: 3.4111, grad_norm: 2.7295 2020-10-23 20:05:37,902 - mmaction - INFO - Epoch [15][1300/1712] lr: 1.000e-02, eta: 2 days, 4:06:13, time: 1.143, data_time: 0.007, memory: 5822, loss_cls: 3.3772, loss: 3.3772, grad_norm: 2.7175 2020-10-23 20:06:01,136 - mmaction - INFO - Epoch [15][1320/1712] lr: 1.000e-02, eta: 2 days, 4:05:33, time: 1.162, data_time: 0.003, memory: 5822, loss_cls: 3.3902, loss: 3.3902, grad_norm: 2.7363 2020-10-23 20:06:23,495 - mmaction - INFO - Epoch [15][1340/1712] lr: 1.000e-02, eta: 2 days, 4:04:48, time: 1.119, data_time: 0.007, memory: 5822, loss_cls: 3.4205, loss: 3.4205, grad_norm: 2.7981 2020-10-23 20:06:46,669 - mmaction - INFO - Epoch [15][1360/1712] lr: 1.000e-02, eta: 2 days, 4:04:07, time: 1.157, data_time: 0.003, memory: 5822, loss_cls: 3.3671, loss: 3.3671, grad_norm: 2.7721 2020-10-23 20:07:09,235 - mmaction - INFO - Epoch [15][1380/1712] lr: 1.000e-02, eta: 2 days, 4:03:24, time: 1.128, data_time: 0.009, memory: 5822, loss_cls: 3.3533, loss: 3.3533, grad_norm: 2.7127 2020-10-23 20:07:32,422 - mmaction - INFO - Epoch [15][1400/1712] lr: 1.000e-02, eta: 2 days, 4:02:44, time: 1.159, data_time: 0.003, memory: 5822, loss_cls: 3.3995, loss: 3.3995, grad_norm: 2.8044 2020-10-23 20:07:56,134 - mmaction - INFO - Epoch [15][1420/1712] lr: 1.000e-02, eta: 2 days, 4:02:06, time: 1.183, data_time: 0.004, memory: 5822, loss_cls: 3.4243, loss: 3.4243, grad_norm: 2.7566 2020-10-23 20:08:19,102 - mmaction - INFO - Epoch [15][1440/1712] lr: 1.000e-02, eta: 2 days, 4:01:25, time: 1.151, data_time: 0.011, memory: 5822, loss_cls: 3.3718, loss: 3.3718, grad_norm: 2.7703 2020-10-23 20:08:42,600 - mmaction - INFO - Epoch [15][1460/1712] lr: 1.000e-02, eta: 2 days, 4:00:47, time: 1.177, data_time: 0.004, memory: 5822, loss_cls: 3.3659, loss: 3.3659, grad_norm: 2.7901 2020-10-23 20:09:05,459 - mmaction - INFO - Epoch [15][1480/1712] lr: 1.000e-02, eta: 2 days, 4:00:05, time: 1.142, data_time: 0.007, memory: 5822, loss_cls: 3.3946, loss: 3.3946, grad_norm: 2.7819 2020-10-23 20:09:28,495 - mmaction - INFO - Epoch [15][1500/1712] lr: 1.000e-02, eta: 2 days, 3:59:24, time: 1.152, data_time: 0.002, memory: 5822, loss_cls: 3.3475, loss: 3.3475, grad_norm: 2.6901 2020-10-23 20:09:51,252 - mmaction - INFO - Epoch [15][1520/1712] lr: 1.000e-02, eta: 2 days, 3:58:42, time: 1.139, data_time: 0.002, memory: 5822, loss_cls: 3.4043, loss: 3.4043, grad_norm: 2.7176 2020-10-23 20:10:14,136 - mmaction - INFO - Epoch [15][1540/1712] lr: 1.000e-02, eta: 2 days, 3:58:00, time: 1.138, data_time: 0.004, memory: 5822, loss_cls: 3.4045, loss: 3.4045, grad_norm: 2.7740 2020-10-23 20:10:37,536 - mmaction - INFO - Epoch [15][1560/1712] lr: 1.000e-02, eta: 2 days, 3:57:22, time: 1.176, data_time: 0.012, memory: 5822, loss_cls: 3.3773, loss: 3.3773, grad_norm: 2.7573 2020-10-23 20:11:00,653 - mmaction - INFO - Epoch [15][1580/1712] lr: 1.000e-02, eta: 2 days, 3:56:41, time: 1.155, data_time: 0.002, memory: 5822, loss_cls: 3.3752, loss: 3.3752, grad_norm: 2.7841 2020-10-23 20:11:23,396 - mmaction - INFO - Epoch [15][1600/1712] lr: 1.000e-02, eta: 2 days, 3:55:58, time: 1.132, data_time: 0.002, memory: 5822, loss_cls: 3.4268, loss: 3.4268, grad_norm: 2.8257 2020-10-23 20:11:47,038 - mmaction - INFO - Epoch [15][1620/1712] lr: 1.000e-02, eta: 2 days, 3:55:21, time: 1.184, data_time: 0.007, memory: 5822, loss_cls: 3.4058, loss: 3.4058, grad_norm: 2.7717 2020-10-23 20:12:10,573 - mmaction - INFO - Epoch [15][1640/1712] lr: 1.000e-02, eta: 2 days, 3:54:44, time: 1.180, data_time: 0.007, memory: 5822, loss_cls: 3.3645, loss: 3.3645, grad_norm: 2.7812 2020-10-23 20:12:33,756 - mmaction - INFO - Epoch [15][1660/1712] lr: 1.000e-02, eta: 2 days, 3:54:03, time: 1.148, data_time: 0.001, memory: 5822, loss_cls: 3.3814, loss: 3.3814, grad_norm: 2.7368 2020-10-23 20:12:56,889 - mmaction - INFO - Epoch [15][1680/1712] lr: 1.000e-02, eta: 2 days, 3:53:24, time: 1.167, data_time: 0.012, memory: 5822, loss_cls: 3.4212, loss: 3.4212, grad_norm: 2.7863 2020-10-23 20:13:19,984 - mmaction - INFO - Epoch [15][1700/1712] lr: 1.000e-02, eta: 2 days, 3:52:43, time: 1.153, data_time: 0.003, memory: 5822, loss_cls: 3.3884, loss: 3.3884, grad_norm: 2.7544 2020-10-23 20:13:35,553 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-23 20:16:52,961 - mmaction - INFO - Epoch [16][20/1712] lr: 1.000e-02, eta: 2 days, 3:51:12, time: 1.607, data_time: 1.054, memory: 5822, loss_cls: 3.3447, loss: 3.3447, grad_norm: 2.7302 2020-10-23 20:17:14,470 - mmaction - INFO - Epoch [16][40/1712] lr: 1.000e-02, eta: 2 days, 3:50:22, time: 1.071, data_time: 0.476, memory: 5822, loss_cls: 3.3620, loss: 3.3620, grad_norm: 2.7847 2020-10-23 20:17:37,059 - mmaction - INFO - Epoch [16][60/1712] lr: 1.000e-02, eta: 2 days, 3:49:38, time: 1.120, data_time: 0.521, memory: 5822, loss_cls: 3.3462, loss: 3.3462, grad_norm: 2.6835 2020-10-23 20:17:59,635 - mmaction - INFO - Epoch [16][80/1712] lr: 1.000e-02, eta: 2 days, 3:48:56, time: 1.135, data_time: 0.505, memory: 5822, loss_cls: 3.3777, loss: 3.3777, grad_norm: 2.7335 2020-10-23 20:18:21,732 - mmaction - INFO - Epoch [16][100/1712] lr: 1.000e-02, eta: 2 days, 3:48:10, time: 1.107, data_time: 0.516, memory: 5822, loss_cls: 3.4224, loss: 3.4224, grad_norm: 2.7650 2020-10-23 20:18:44,318 - mmaction - INFO - Epoch [16][120/1712] lr: 1.000e-02, eta: 2 days, 3:47:27, time: 1.129, data_time: 0.532, memory: 5822, loss_cls: 3.3612, loss: 3.3612, grad_norm: 2.7709 2020-10-23 20:19:05,772 - mmaction - INFO - Epoch [16][140/1712] lr: 1.000e-02, eta: 2 days, 3:46:39, time: 1.078, data_time: 0.486, memory: 5822, loss_cls: 3.3767, loss: 3.3767, grad_norm: 2.7542 2020-10-23 20:19:28,235 - mmaction - INFO - Epoch [16][160/1712] lr: 1.000e-02, eta: 2 days, 3:45:55, time: 1.116, data_time: 0.495, memory: 5822, loss_cls: 3.3943, loss: 3.3943, grad_norm: 2.8167 2020-10-23 20:19:50,902 - mmaction - INFO - Epoch [16][180/1712] lr: 1.000e-02, eta: 2 days, 3:45:13, time: 1.139, data_time: 0.565, memory: 5822, loss_cls: 3.3813, loss: 3.3813, grad_norm: 2.8007 2020-10-23 20:20:13,868 - mmaction - INFO - Epoch [16][200/1712] lr: 1.000e-02, eta: 2 days, 3:44:32, time: 1.148, data_time: 0.533, memory: 5822, loss_cls: 3.3662, loss: 3.3662, grad_norm: 2.7505 2020-10-23 20:20:36,990 - mmaction - INFO - Epoch [16][220/1712] lr: 1.000e-02, eta: 2 days, 3:43:52, time: 1.157, data_time: 0.562, memory: 5822, loss_cls: 3.4581, loss: 3.4581, grad_norm: 2.7776 2020-10-23 20:20:59,109 - mmaction - INFO - Epoch [16][240/1712] lr: 1.000e-02, eta: 2 days, 3:43:07, time: 1.106, data_time: 0.520, memory: 5822, loss_cls: 3.3959, loss: 3.3959, grad_norm: 2.7446 2020-10-23 20:21:22,988 - mmaction - INFO - Epoch [16][260/1712] lr: 1.000e-02, eta: 2 days, 3:42:31, time: 1.186, data_time: 0.609, memory: 5822, loss_cls: 3.3592, loss: 3.3592, grad_norm: 2.6980 2020-10-23 20:21:46,665 - mmaction - INFO - Epoch [16][280/1712] lr: 1.000e-02, eta: 2 days, 3:41:54, time: 1.182, data_time: 0.445, memory: 5822, loss_cls: 3.3288, loss: 3.3288, grad_norm: 2.7618 2020-10-23 20:22:10,038 - mmaction - INFO - Epoch [16][300/1712] lr: 1.000e-02, eta: 2 days, 3:41:17, time: 1.179, data_time: 0.304, memory: 5822, loss_cls: 3.3611, loss: 3.3611, grad_norm: 2.7750 2020-10-23 20:22:33,083 - mmaction - INFO - Epoch [16][320/1712] lr: 1.000e-02, eta: 2 days, 3:40:36, time: 1.149, data_time: 0.043, memory: 5822, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.7657 2020-10-23 20:22:55,648 - mmaction - INFO - Epoch [16][340/1712] lr: 1.000e-02, eta: 2 days, 3:39:54, time: 1.129, data_time: 0.007, memory: 5822, loss_cls: 3.3579, loss: 3.3579, grad_norm: 2.7946 2020-10-23 20:23:18,298 - mmaction - INFO - Epoch [16][360/1712] lr: 1.000e-02, eta: 2 days, 3:39:11, time: 1.131, data_time: 0.010, memory: 5822, loss_cls: 3.3975, loss: 3.3975, grad_norm: 2.7827 2020-10-23 20:23:41,215 - mmaction - INFO - Epoch [16][380/1712] lr: 1.000e-02, eta: 2 days, 3:38:31, time: 1.145, data_time: 0.012, memory: 5822, loss_cls: 3.4182, loss: 3.4182, grad_norm: 2.7591 2020-10-23 20:24:03,381 - mmaction - INFO - Epoch [16][400/1712] lr: 1.000e-02, eta: 2 days, 3:37:46, time: 1.111, data_time: 0.009, memory: 5822, loss_cls: 3.3627, loss: 3.3627, grad_norm: 2.7823 2020-10-23 20:24:26,128 - mmaction - INFO - Epoch [16][420/1712] lr: 1.000e-02, eta: 2 days, 3:37:05, time: 1.139, data_time: 0.014, memory: 5822, loss_cls: 3.3811, loss: 3.3811, grad_norm: 2.7401 2020-10-23 20:24:49,434 - mmaction - INFO - Epoch [16][440/1712] lr: 1.000e-02, eta: 2 days, 3:36:26, time: 1.163, data_time: 0.003, memory: 5822, loss_cls: 3.4204, loss: 3.4204, grad_norm: 2.8139 2020-10-23 20:25:12,116 - mmaction - INFO - Epoch [16][460/1712] lr: 1.000e-02, eta: 2 days, 3:35:44, time: 1.135, data_time: 0.007, memory: 5822, loss_cls: 3.3782, loss: 3.3782, grad_norm: 2.7635 2020-10-23 20:25:34,573 - mmaction - INFO - Epoch [16][480/1712] lr: 1.000e-02, eta: 2 days, 3:35:01, time: 1.123, data_time: 0.006, memory: 5822, loss_cls: 3.4421, loss: 3.4421, grad_norm: 2.8351 2020-10-23 20:25:57,145 - mmaction - INFO - Epoch [16][500/1712] lr: 1.000e-02, eta: 2 days, 3:34:19, time: 1.131, data_time: 0.006, memory: 5822, loss_cls: 3.4243, loss: 3.4243, grad_norm: 2.8724 2020-10-23 20:26:19,315 - mmaction - INFO - Epoch [16][520/1712] lr: 1.000e-02, eta: 2 days, 3:33:34, time: 1.104, data_time: 0.007, memory: 5822, loss_cls: 3.3121, loss: 3.3121, grad_norm: 2.7347 2020-10-23 20:26:41,021 - mmaction - INFO - Epoch [16][540/1712] lr: 1.000e-02, eta: 2 days, 3:32:47, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 3.3387, loss: 3.3387, grad_norm: 2.7859 2020-10-23 20:27:03,317 - mmaction - INFO - Epoch [16][560/1712] lr: 1.000e-02, eta: 2 days, 3:32:04, time: 1.117, data_time: 0.005, memory: 5822, loss_cls: 3.4044, loss: 3.4044, grad_norm: 2.7994 2020-10-23 20:27:26,417 - mmaction - INFO - Epoch [16][580/1712] lr: 1.000e-02, eta: 2 days, 3:31:24, time: 1.154, data_time: 0.003, memory: 5822, loss_cls: 3.3358, loss: 3.3358, grad_norm: 2.7390 2020-10-23 20:27:48,588 - mmaction - INFO - Epoch [16][600/1712] lr: 1.000e-02, eta: 2 days, 3:30:39, time: 1.101, data_time: 0.001, memory: 5822, loss_cls: 3.3575, loss: 3.3575, grad_norm: 2.7465 2020-10-23 20:28:10,481 - mmaction - INFO - Epoch [16][620/1712] lr: 1.000e-02, eta: 2 days, 3:29:54, time: 1.102, data_time: 0.016, memory: 5822, loss_cls: 3.3953, loss: 3.3953, grad_norm: 2.7831 2020-10-23 20:28:32,506 - mmaction - INFO - Epoch [16][640/1712] lr: 1.000e-02, eta: 2 days, 3:29:08, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.4102, loss: 3.4102, grad_norm: 2.8225 2020-10-23 20:28:55,251 - mmaction - INFO - Epoch [16][660/1712] lr: 1.000e-02, eta: 2 days, 3:28:27, time: 1.139, data_time: 0.003, memory: 5822, loss_cls: 3.3371, loss: 3.3371, grad_norm: 2.7597 2020-10-23 20:29:18,559 - mmaction - INFO - Epoch [16][680/1712] lr: 1.000e-02, eta: 2 days, 3:27:49, time: 1.165, data_time: 0.005, memory: 5822, loss_cls: 3.3824, loss: 3.3824, grad_norm: 2.7578 2020-10-23 20:29:42,275 - mmaction - INFO - Epoch [16][700/1712] lr: 1.000e-02, eta: 2 days, 3:27:13, time: 1.183, data_time: 0.002, memory: 5822, loss_cls: 3.3639, loss: 3.3639, grad_norm: 2.7300 2020-10-23 20:30:05,644 - mmaction - INFO - Epoch [16][720/1712] lr: 1.000e-02, eta: 2 days, 3:26:35, time: 1.169, data_time: 0.003, memory: 5822, loss_cls: 3.4112, loss: 3.4112, grad_norm: 2.7750 2020-10-23 20:30:28,064 - mmaction - INFO - Epoch [16][740/1712] lr: 1.000e-02, eta: 2 days, 3:25:52, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 3.3740, loss: 3.3740, grad_norm: 2.7310 2020-10-23 20:30:51,019 - mmaction - INFO - Epoch [16][760/1712] lr: 1.000e-02, eta: 2 days, 3:25:13, time: 1.151, data_time: 0.005, memory: 5822, loss_cls: 3.3852, loss: 3.3852, grad_norm: 2.7663 2020-10-23 20:31:14,601 - mmaction - INFO - Epoch [16][780/1712] lr: 1.000e-02, eta: 2 days, 3:24:36, time: 1.174, data_time: 0.007, memory: 5822, loss_cls: 3.3799, loss: 3.3799, grad_norm: 2.7853 2020-10-23 20:31:37,545 - mmaction - INFO - Epoch [16][800/1712] lr: 1.000e-02, eta: 2 days, 3:23:56, time: 1.151, data_time: 0.008, memory: 5822, loss_cls: 3.3655, loss: 3.3655, grad_norm: 2.7708 2020-10-23 20:32:00,506 - mmaction - INFO - Epoch [16][820/1712] lr: 1.000e-02, eta: 2 days, 3:23:16, time: 1.148, data_time: 0.005, memory: 5822, loss_cls: 3.3368, loss: 3.3368, grad_norm: 2.6870 2020-10-23 20:32:22,864 - mmaction - INFO - Epoch [16][840/1712] lr: 1.000e-02, eta: 2 days, 3:22:32, time: 1.105, data_time: 0.003, memory: 5822, loss_cls: 3.4148, loss: 3.4148, grad_norm: 2.8265 2020-10-23 20:32:45,301 - mmaction - INFO - Epoch [16][860/1712] lr: 1.000e-02, eta: 2 days, 3:21:50, time: 1.128, data_time: 0.015, memory: 5822, loss_cls: 3.3788, loss: 3.3788, grad_norm: 2.8176 2020-10-23 20:33:08,214 - mmaction - INFO - Epoch [16][880/1712] lr: 1.000e-02, eta: 2 days, 3:21:11, time: 1.153, data_time: 0.009, memory: 5822, loss_cls: 3.3787, loss: 3.3787, grad_norm: 2.8169 2020-10-23 20:33:30,908 - mmaction - INFO - Epoch [16][900/1712] lr: 1.000e-02, eta: 2 days, 3:20:29, time: 1.134, data_time: 0.006, memory: 5822, loss_cls: 3.3612, loss: 3.3612, grad_norm: 2.8025 2020-10-23 20:33:53,822 - mmaction - INFO - Epoch [16][920/1712] lr: 1.000e-02, eta: 2 days, 3:19:49, time: 1.144, data_time: 0.008, memory: 5822, loss_cls: 3.3914, loss: 3.3914, grad_norm: 2.7622 2020-10-23 20:34:15,811 - mmaction - INFO - Epoch [16][940/1712] lr: 1.000e-02, eta: 2 days, 3:19:04, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 3.3884, loss: 3.3884, grad_norm: 2.7300 2020-10-23 20:34:37,687 - mmaction - INFO - Epoch [16][960/1712] lr: 1.000e-02, eta: 2 days, 3:18:19, time: 1.092, data_time: 0.009, memory: 5822, loss_cls: 3.3776, loss: 3.3776, grad_norm: 2.7465 2020-10-23 20:35:00,079 - mmaction - INFO - Epoch [16][980/1712] lr: 1.000e-02, eta: 2 days, 3:17:36, time: 1.114, data_time: 0.008, memory: 5822, loss_cls: 3.3718, loss: 3.3718, grad_norm: 2.7347 2020-10-23 20:35:23,165 - mmaction - INFO - Epoch [16][1000/1712] lr: 1.000e-02, eta: 2 days, 3:16:57, time: 1.162, data_time: 0.023, memory: 5822, loss_cls: 3.4141, loss: 3.4141, grad_norm: 2.8076 2020-10-23 20:35:45,412 - mmaction - INFO - Epoch [16][1020/1712] lr: 1.000e-02, eta: 2 days, 3:16:14, time: 1.112, data_time: 0.002, memory: 5822, loss_cls: 3.3483, loss: 3.3483, grad_norm: 2.7781 2020-10-23 20:36:07,913 - mmaction - INFO - Epoch [16][1040/1712] lr: 1.000e-02, eta: 2 days, 3:15:32, time: 1.124, data_time: 0.004, memory: 5822, loss_cls: 3.3456, loss: 3.3456, grad_norm: 2.7471 2020-10-23 20:36:30,571 - mmaction - INFO - Epoch [16][1060/1712] lr: 1.000e-02, eta: 2 days, 3:14:51, time: 1.133, data_time: 0.008, memory: 5822, loss_cls: 3.3539, loss: 3.3539, grad_norm: 2.7463 2020-10-23 20:36:53,303 - mmaction - INFO - Epoch [16][1080/1712] lr: 1.000e-02, eta: 2 days, 3:14:10, time: 1.137, data_time: 0.003, memory: 5822, loss_cls: 3.3427, loss: 3.3427, grad_norm: 2.7378 2020-10-23 20:37:15,976 - mmaction - INFO - Epoch [16][1100/1712] lr: 1.000e-02, eta: 2 days, 3:13:28, time: 1.120, data_time: 0.003, memory: 5822, loss_cls: 3.4016, loss: 3.4016, grad_norm: 2.7699 2020-10-23 20:37:38,090 - mmaction - INFO - Epoch [16][1120/1712] lr: 1.000e-02, eta: 2 days, 3:12:44, time: 1.113, data_time: 0.019, memory: 5822, loss_cls: 3.4191, loss: 3.4191, grad_norm: 2.6901 2020-10-23 20:38:00,832 - mmaction - INFO - Epoch [16][1140/1712] lr: 1.000e-02, eta: 2 days, 3:12:04, time: 1.133, data_time: 0.010, memory: 5822, loss_cls: 3.4241, loss: 3.4241, grad_norm: 2.8022 2020-10-23 20:38:22,874 - mmaction - INFO - Epoch [16][1160/1712] lr: 1.000e-02, eta: 2 days, 3:11:20, time: 1.106, data_time: 0.013, memory: 5822, loss_cls: 3.4385, loss: 3.4385, grad_norm: 2.8340 2020-10-23 20:38:44,900 - mmaction - INFO - Epoch [16][1180/1712] lr: 1.000e-02, eta: 2 days, 3:10:36, time: 1.104, data_time: 0.008, memory: 5822, loss_cls: 3.3913, loss: 3.3913, grad_norm: 2.7200 2020-10-23 20:39:07,870 - mmaction - INFO - Epoch [16][1200/1712] lr: 1.000e-02, eta: 2 days, 3:09:57, time: 1.151, data_time: 0.006, memory: 5822, loss_cls: 3.4028, loss: 3.4028, grad_norm: 2.7230 2020-10-23 20:39:29,773 - mmaction - INFO - Epoch [16][1220/1712] lr: 1.000e-02, eta: 2 days, 3:09:11, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 3.3816, loss: 3.3816, grad_norm: 2.8310 2020-10-23 20:39:51,688 - mmaction - INFO - Epoch [16][1240/1712] lr: 1.000e-02, eta: 2 days, 3:08:26, time: 1.094, data_time: 0.004, memory: 5822, loss_cls: 3.3534, loss: 3.3534, grad_norm: 2.7829 2020-10-23 20:40:14,532 - mmaction - INFO - Epoch [16][1260/1712] lr: 1.000e-02, eta: 2 days, 3:07:46, time: 1.136, data_time: 0.005, memory: 5822, loss_cls: 3.3504, loss: 3.3504, grad_norm: 2.7252 2020-10-23 20:40:37,197 - mmaction - INFO - Epoch [16][1280/1712] lr: 1.000e-02, eta: 2 days, 3:07:05, time: 1.129, data_time: 0.017, memory: 5822, loss_cls: 3.3979, loss: 3.3979, grad_norm: 2.7253 2020-10-23 20:40:59,533 - mmaction - INFO - Epoch [16][1300/1712] lr: 1.000e-02, eta: 2 days, 3:06:24, time: 1.130, data_time: 0.018, memory: 5822, loss_cls: 3.3728, loss: 3.3728, grad_norm: 2.8249 2020-10-23 20:41:21,697 - mmaction - INFO - Epoch [16][1320/1712] lr: 1.000e-02, eta: 2 days, 3:05:40, time: 1.109, data_time: 0.005, memory: 5822, loss_cls: 3.3763, loss: 3.3763, grad_norm: 2.8086 2020-10-23 20:41:44,490 - mmaction - INFO - Epoch [16][1340/1712] lr: 1.000e-02, eta: 2 days, 3:05:00, time: 1.134, data_time: 0.007, memory: 5822, loss_cls: 3.4213, loss: 3.4213, grad_norm: 2.8408 2020-10-23 20:42:06,576 - mmaction - INFO - Epoch [16][1360/1712] lr: 1.000e-02, eta: 2 days, 3:04:16, time: 1.109, data_time: 0.010, memory: 5822, loss_cls: 3.3718, loss: 3.3718, grad_norm: 2.7264 2020-10-23 20:42:30,237 - mmaction - INFO - Epoch [16][1380/1712] lr: 1.000e-02, eta: 2 days, 3:03:41, time: 1.184, data_time: 0.003, memory: 5822, loss_cls: 3.4260, loss: 3.4260, grad_norm: 2.8746 2020-10-23 20:42:52,031 - mmaction - INFO - Epoch [16][1400/1712] lr: 1.000e-02, eta: 2 days, 3:02:56, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 3.3417, loss: 3.3417, grad_norm: 2.7316 2020-10-23 20:43:14,994 - mmaction - INFO - Epoch [16][1420/1712] lr: 1.000e-02, eta: 2 days, 3:02:17, time: 1.151, data_time: 0.009, memory: 5822, loss_cls: 3.3706, loss: 3.3706, grad_norm: 2.7754 2020-10-23 20:43:36,660 - mmaction - INFO - Epoch [16][1440/1712] lr: 1.000e-02, eta: 2 days, 3:01:31, time: 1.082, data_time: 0.007, memory: 5822, loss_cls: 3.3152, loss: 3.3152, grad_norm: 2.7749 2020-10-23 20:43:59,805 - mmaction - INFO - Epoch [16][1460/1712] lr: 1.000e-02, eta: 2 days, 3:00:52, time: 1.145, data_time: 0.002, memory: 5822, loss_cls: 3.3618, loss: 3.3618, grad_norm: 2.7668 2020-10-23 20:44:22,141 - mmaction - INFO - Epoch [16][1480/1712] lr: 1.000e-02, eta: 2 days, 3:00:11, time: 1.129, data_time: 0.014, memory: 5822, loss_cls: 3.3621, loss: 3.3621, grad_norm: 2.7931 2020-10-23 20:44:45,150 - mmaction - INFO - Epoch [16][1500/1712] lr: 1.000e-02, eta: 2 days, 2:59:32, time: 1.151, data_time: 0.008, memory: 5822, loss_cls: 3.3734, loss: 3.3734, grad_norm: 2.7667 2020-10-23 20:45:07,529 - mmaction - INFO - Epoch [16][1520/1712] lr: 1.000e-02, eta: 2 days, 2:58:49, time: 1.107, data_time: 0.003, memory: 5822, loss_cls: 3.4109, loss: 3.4109, grad_norm: 2.7609 2020-10-23 20:45:29,902 - mmaction - INFO - Epoch [16][1540/1712] lr: 1.000e-02, eta: 2 days, 2:58:07, time: 1.123, data_time: 0.013, memory: 5822, loss_cls: 3.3620, loss: 3.3620, grad_norm: 2.7643 2020-10-23 20:45:51,528 - mmaction - INFO - Epoch [16][1560/1712] lr: 1.000e-02, eta: 2 days, 2:57:22, time: 1.087, data_time: 0.013, memory: 5822, loss_cls: 3.3463, loss: 3.3463, grad_norm: 2.7379 2020-10-23 20:46:14,327 - mmaction - INFO - Epoch [16][1580/1712] lr: 1.000e-02, eta: 2 days, 2:56:42, time: 1.140, data_time: 0.007, memory: 5822, loss_cls: 3.3567, loss: 3.3567, grad_norm: 2.7475 2020-10-23 20:46:36,638 - mmaction - INFO - Epoch [16][1600/1712] lr: 1.000e-02, eta: 2 days, 2:56:00, time: 1.116, data_time: 0.010, memory: 5822, loss_cls: 3.3935, loss: 3.3935, grad_norm: 2.7695 2020-10-23 20:46:59,128 - mmaction - INFO - Epoch [16][1620/1712] lr: 1.000e-02, eta: 2 days, 2:55:19, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 3.3354, loss: 3.3354, grad_norm: 2.7759 2020-10-23 20:47:21,448 - mmaction - INFO - Epoch [16][1640/1712] lr: 1.000e-02, eta: 2 days, 2:54:37, time: 1.115, data_time: 0.006, memory: 5822, loss_cls: 3.3473, loss: 3.3473, grad_norm: 2.7080 2020-10-23 20:47:43,228 - mmaction - INFO - Epoch [16][1660/1712] lr: 1.000e-02, eta: 2 days, 2:53:52, time: 1.088, data_time: 0.003, memory: 5822, loss_cls: 3.3672, loss: 3.3672, grad_norm: 2.7420 2020-10-23 20:48:05,503 - mmaction - INFO - Epoch [16][1680/1712] lr: 1.000e-02, eta: 2 days, 2:53:09, time: 1.113, data_time: 0.006, memory: 5822, loss_cls: 3.3739, loss: 3.3739, grad_norm: 2.7892 2020-10-23 20:48:27,712 - mmaction - INFO - Epoch [16][1700/1712] lr: 1.000e-02, eta: 2 days, 2:52:27, time: 1.113, data_time: 0.003, memory: 5822, loss_cls: 3.3707, loss: 3.3707, grad_norm: 2.8998 2020-10-23 20:49:20,404 - mmaction - INFO - Epoch [17][20/1712] lr: 1.000e-02, eta: 2 days, 2:51:36, time: 1.936, data_time: 1.363, memory: 5822, loss_cls: 3.2992, loss: 3.2992, grad_norm: 2.7619 2020-10-23 20:49:45,248 - mmaction - INFO - Epoch [17][40/1712] lr: 1.000e-02, eta: 2 days, 2:51:07, time: 1.242, data_time: 0.501, memory: 5822, loss_cls: 3.3489, loss: 3.3489, grad_norm: 2.7421 2020-10-23 20:50:07,842 - mmaction - INFO - Epoch [17][60/1712] lr: 1.000e-02, eta: 2 days, 2:50:27, time: 1.131, data_time: 0.059, memory: 5822, loss_cls: 3.3298, loss: 3.3298, grad_norm: 2.7109 2020-10-23 20:50:30,398 - mmaction - INFO - Epoch [17][80/1712] lr: 1.000e-02, eta: 2 days, 2:49:46, time: 1.128, data_time: 0.004, memory: 5822, loss_cls: 3.3344, loss: 3.3344, grad_norm: 2.6946 2020-10-23 20:50:52,465 - mmaction - INFO - Epoch [17][100/1712] lr: 1.000e-02, eta: 2 days, 2:49:01, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 3.3366, loss: 3.3366, grad_norm: 2.7674 2020-10-23 20:51:15,015 - mmaction - INFO - Epoch [17][120/1712] lr: 1.000e-02, eta: 2 days, 2:48:22, time: 1.136, data_time: 0.014, memory: 5822, loss_cls: 3.4094, loss: 3.4094, grad_norm: 2.7611 2020-10-23 20:51:37,135 - mmaction - INFO - Epoch [17][140/1712] lr: 1.000e-02, eta: 2 days, 2:47:39, time: 1.109, data_time: 0.010, memory: 5822, loss_cls: 3.4051, loss: 3.4051, grad_norm: 2.7302 2020-10-23 20:51:59,543 - mmaction - INFO - Epoch [17][160/1712] lr: 1.000e-02, eta: 2 days, 2:46:58, time: 1.120, data_time: 0.006, memory: 5822, loss_cls: 3.3641, loss: 3.3641, grad_norm: 2.7886 2020-10-23 20:52:22,732 - mmaction - INFO - Epoch [17][180/1712] lr: 1.000e-02, eta: 2 days, 2:46:21, time: 1.162, data_time: 0.005, memory: 5822, loss_cls: 3.3004, loss: 3.3004, grad_norm: 2.7568 2020-10-23 20:52:45,592 - mmaction - INFO - Epoch [17][200/1712] lr: 1.000e-02, eta: 2 days, 2:45:41, time: 1.141, data_time: 0.003, memory: 5822, loss_cls: 3.3097, loss: 3.3097, grad_norm: 2.7068 2020-10-23 20:53:08,026 - mmaction - INFO - Epoch [17][220/1712] lr: 1.000e-02, eta: 2 days, 2:45:00, time: 1.121, data_time: 0.009, memory: 5822, loss_cls: 3.3103, loss: 3.3103, grad_norm: 2.8230 2020-10-23 20:53:30,523 - mmaction - INFO - Epoch [17][240/1712] lr: 1.000e-02, eta: 2 days, 2:44:20, time: 1.126, data_time: 0.008, memory: 5822, loss_cls: 3.3045, loss: 3.3045, grad_norm: 2.7576 2020-10-23 20:53:53,403 - mmaction - INFO - Epoch [17][260/1712] lr: 1.000e-02, eta: 2 days, 2:43:41, time: 1.143, data_time: 0.003, memory: 5822, loss_cls: 3.3295, loss: 3.3295, grad_norm: 2.7426 2020-10-23 20:54:16,096 - mmaction - INFO - Epoch [17][280/1712] lr: 1.000e-02, eta: 2 days, 2:43:01, time: 1.135, data_time: 0.006, memory: 5822, loss_cls: 3.3500, loss: 3.3500, grad_norm: 2.7304 2020-10-23 20:54:39,197 - mmaction - INFO - Epoch [17][300/1712] lr: 1.000e-02, eta: 2 days, 2:42:23, time: 1.146, data_time: 0.008, memory: 5822, loss_cls: 3.3682, loss: 3.3682, grad_norm: 2.7470 2020-10-23 20:55:01,262 - mmaction - INFO - Epoch [17][320/1712] lr: 1.000e-02, eta: 2 days, 2:41:40, time: 1.110, data_time: 0.012, memory: 5822, loss_cls: 3.3866, loss: 3.3866, grad_norm: 2.7879 2020-10-23 20:55:24,150 - mmaction - INFO - Epoch [17][340/1712] lr: 1.000e-02, eta: 2 days, 2:41:02, time: 1.149, data_time: 0.005, memory: 5822, loss_cls: 3.3998, loss: 3.3998, grad_norm: 2.7922 2020-10-23 20:55:48,101 - mmaction - INFO - Epoch [17][360/1712] lr: 1.000e-02, eta: 2 days, 2:40:29, time: 1.196, data_time: 0.002, memory: 5822, loss_cls: 3.3475, loss: 3.3475, grad_norm: 2.7910 2020-10-23 20:56:11,634 - mmaction - INFO - Epoch [17][380/1712] lr: 1.000e-02, eta: 2 days, 2:39:53, time: 1.170, data_time: 0.003, memory: 5822, loss_cls: 3.3299, loss: 3.3299, grad_norm: 2.8047 2020-10-23 20:56:34,913 - mmaction - INFO - Epoch [17][400/1712] lr: 1.000e-02, eta: 2 days, 2:39:17, time: 1.167, data_time: 0.012, memory: 5822, loss_cls: 3.3891, loss: 3.3891, grad_norm: 2.8083 2020-10-23 20:56:57,630 - mmaction - INFO - Epoch [17][420/1712] lr: 1.000e-02, eta: 2 days, 2:38:38, time: 1.141, data_time: 0.009, memory: 5822, loss_cls: 3.3616, loss: 3.3616, grad_norm: 2.8528 2020-10-23 20:57:19,849 - mmaction - INFO - Epoch [17][440/1712] lr: 1.000e-02, eta: 2 days, 2:37:56, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 3.2924, loss: 3.2924, grad_norm: 2.7378 2020-10-23 20:57:42,956 - mmaction - INFO - Epoch [17][460/1712] lr: 1.000e-02, eta: 2 days, 2:37:17, time: 1.147, data_time: 0.011, memory: 5822, loss_cls: 3.3225, loss: 3.3225, grad_norm: 2.7726 2020-10-23 20:58:05,628 - mmaction - INFO - Epoch [17][480/1712] lr: 1.000e-02, eta: 2 days, 2:36:38, time: 1.139, data_time: 0.014, memory: 5822, loss_cls: 3.3732, loss: 3.3732, grad_norm: 2.7753 2020-10-23 20:58:27,976 - mmaction - INFO - Epoch [17][500/1712] lr: 1.000e-02, eta: 2 days, 2:35:57, time: 1.113, data_time: 0.009, memory: 5822, loss_cls: 3.3563, loss: 3.3563, grad_norm: 2.8283 2020-10-23 20:58:50,675 - mmaction - INFO - Epoch [17][520/1712] lr: 1.000e-02, eta: 2 days, 2:35:18, time: 1.142, data_time: 0.011, memory: 5822, loss_cls: 3.3747, loss: 3.3747, grad_norm: 2.8059 2020-10-23 20:59:13,357 - mmaction - INFO - Epoch [17][540/1712] lr: 1.000e-02, eta: 2 days, 2:34:38, time: 1.130, data_time: 0.005, memory: 5822, loss_cls: 3.3829, loss: 3.3829, grad_norm: 2.8143 2020-10-23 20:59:36,725 - mmaction - INFO - Epoch [17][560/1712] lr: 1.000e-02, eta: 2 days, 2:34:03, time: 1.174, data_time: 0.013, memory: 5822, loss_cls: 3.3082, loss: 3.3082, grad_norm: 2.7330 2020-10-23 20:59:59,240 - mmaction - INFO - Epoch [17][580/1712] lr: 1.000e-02, eta: 2 days, 2:33:22, time: 1.119, data_time: 0.001, memory: 5822, loss_cls: 3.3264, loss: 3.3264, grad_norm: 2.7865 2020-10-23 21:00:22,317 - mmaction - INFO - Epoch [17][600/1712] lr: 1.000e-02, eta: 2 days, 2:32:45, time: 1.156, data_time: 0.014, memory: 5822, loss_cls: 3.3378, loss: 3.3378, grad_norm: 2.8189 2020-10-23 21:00:46,305 - mmaction - INFO - Epoch [17][620/1712] lr: 1.000e-02, eta: 2 days, 2:32:12, time: 1.204, data_time: 0.010, memory: 5822, loss_cls: 3.3628, loss: 3.3628, grad_norm: 2.7865 2020-10-23 21:01:09,422 - mmaction - INFO - Epoch [17][640/1712] lr: 1.000e-02, eta: 2 days, 2:31:35, time: 1.154, data_time: 0.005, memory: 5822, loss_cls: 3.3396, loss: 3.3396, grad_norm: 2.7656 2020-10-23 21:01:31,742 - mmaction - INFO - Epoch [17][660/1712] lr: 1.000e-02, eta: 2 days, 2:30:54, time: 1.116, data_time: 0.003, memory: 5822, loss_cls: 3.3789, loss: 3.3789, grad_norm: 2.7892 2020-10-23 21:01:54,816 - mmaction - INFO - Epoch [17][680/1712] lr: 1.000e-02, eta: 2 days, 2:30:17, time: 1.156, data_time: 0.007, memory: 5822, loss_cls: 3.3566, loss: 3.3566, grad_norm: 2.7923 2020-10-23 21:02:17,367 - mmaction - INFO - Epoch [17][700/1712] lr: 1.000e-02, eta: 2 days, 2:29:37, time: 1.128, data_time: 0.008, memory: 5822, loss_cls: 3.2856, loss: 3.2856, grad_norm: 2.7240 2020-10-23 21:02:39,903 - mmaction - INFO - Epoch [17][720/1712] lr: 1.000e-02, eta: 2 days, 2:28:56, time: 1.122, data_time: 0.004, memory: 5822, loss_cls: 3.3461, loss: 3.3461, grad_norm: 2.7648 2020-10-23 21:03:02,477 - mmaction - INFO - Epoch [17][740/1712] lr: 1.000e-02, eta: 2 days, 2:28:17, time: 1.130, data_time: 0.011, memory: 5822, loss_cls: 3.3063, loss: 3.3063, grad_norm: 2.7524 2020-10-23 21:03:25,914 - mmaction - INFO - Epoch [17][760/1712] lr: 1.000e-02, eta: 2 days, 2:27:41, time: 1.171, data_time: 0.005, memory: 5822, loss_cls: 3.3639, loss: 3.3639, grad_norm: 2.7508 2020-10-23 21:03:48,013 - mmaction - INFO - Epoch [17][780/1712] lr: 1.000e-02, eta: 2 days, 2:26:59, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 3.3906, loss: 3.3906, grad_norm: 2.7879 2020-10-23 21:04:11,772 - mmaction - INFO - Epoch [17][800/1712] lr: 1.000e-02, eta: 2 days, 2:26:26, time: 1.195, data_time: 0.010, memory: 5822, loss_cls: 3.3752, loss: 3.3752, grad_norm: 2.7782 2020-10-23 21:04:34,653 - mmaction - INFO - Epoch [17][820/1712] lr: 1.000e-02, eta: 2 days, 2:25:47, time: 1.144, data_time: 0.004, memory: 5822, loss_cls: 3.3257, loss: 3.3257, grad_norm: 2.7616 2020-10-23 21:04:57,378 - mmaction - INFO - Epoch [17][840/1712] lr: 1.000e-02, eta: 2 days, 2:25:09, time: 1.136, data_time: 0.007, memory: 5822, loss_cls: 3.3526, loss: 3.3526, grad_norm: 2.7767 2020-10-23 21:05:20,244 - mmaction - INFO - Epoch [17][860/1712] lr: 1.000e-02, eta: 2 days, 2:24:30, time: 1.143, data_time: 0.008, memory: 5822, loss_cls: 3.3371, loss: 3.3371, grad_norm: 2.7264 2020-10-23 21:05:43,030 - mmaction - INFO - Epoch [17][880/1712] lr: 1.000e-02, eta: 2 days, 2:23:52, time: 1.142, data_time: 0.007, memory: 5822, loss_cls: 3.3777, loss: 3.3777, grad_norm: 2.7747 2020-10-23 21:06:06,259 - mmaction - INFO - Epoch [17][900/1712] lr: 1.000e-02, eta: 2 days, 2:23:16, time: 1.161, data_time: 0.001, memory: 5822, loss_cls: 3.4113, loss: 3.4113, grad_norm: 2.8329 2020-10-23 21:06:29,450 - mmaction - INFO - Epoch [17][920/1712] lr: 1.000e-02, eta: 2 days, 2:22:39, time: 1.159, data_time: 0.004, memory: 5822, loss_cls: 3.3669, loss: 3.3669, grad_norm: 2.8030 2020-10-23 21:06:51,895 - mmaction - INFO - Epoch [17][940/1712] lr: 1.000e-02, eta: 2 days, 2:21:59, time: 1.122, data_time: 0.001, memory: 5822, loss_cls: 3.3706, loss: 3.3706, grad_norm: 2.7942 2020-10-23 21:07:14,462 - mmaction - INFO - Epoch [17][960/1712] lr: 1.000e-02, eta: 2 days, 2:21:19, time: 1.126, data_time: 0.008, memory: 5822, loss_cls: 3.3308, loss: 3.3308, grad_norm: 2.7827 2020-10-23 21:07:37,501 - mmaction - INFO - Epoch [17][980/1712] lr: 1.000e-02, eta: 2 days, 2:20:41, time: 1.143, data_time: 0.008, memory: 5822, loss_cls: 3.3601, loss: 3.3601, grad_norm: 2.8234 2020-10-23 21:08:00,550 - mmaction - INFO - Epoch [17][1000/1712] lr: 1.000e-02, eta: 2 days, 2:20:05, time: 1.160, data_time: 0.014, memory: 5822, loss_cls: 3.3988, loss: 3.3988, grad_norm: 2.8378 2020-10-23 21:08:23,220 - mmaction - INFO - Epoch [17][1020/1712] lr: 1.000e-02, eta: 2 days, 2:19:26, time: 1.136, data_time: 0.006, memory: 5822, loss_cls: 3.3797, loss: 3.3797, grad_norm: 2.7831 2020-10-23 21:08:46,086 - mmaction - INFO - Epoch [17][1040/1712] lr: 1.000e-02, eta: 2 days, 2:18:48, time: 1.142, data_time: 0.005, memory: 5822, loss_cls: 3.3718, loss: 3.3718, grad_norm: 2.7770 2020-10-23 21:09:08,892 - mmaction - INFO - Epoch [17][1060/1712] lr: 1.000e-02, eta: 2 days, 2:18:09, time: 1.131, data_time: 0.006, memory: 5822, loss_cls: 3.3743, loss: 3.3743, grad_norm: 2.7658 2020-10-23 21:09:31,729 - mmaction - INFO - Epoch [17][1080/1712] lr: 1.000e-02, eta: 2 days, 2:17:31, time: 1.150, data_time: 0.016, memory: 5822, loss_cls: 3.3109, loss: 3.3109, grad_norm: 2.7581 2020-10-23 21:09:55,202 - mmaction - INFO - Epoch [17][1100/1712] lr: 1.000e-02, eta: 2 days, 2:16:57, time: 1.175, data_time: 0.006, memory: 5822, loss_cls: 3.3917, loss: 3.3917, grad_norm: 2.8216 2020-10-23 21:10:18,228 - mmaction - INFO - Epoch [17][1120/1712] lr: 1.000e-02, eta: 2 days, 2:16:20, time: 1.153, data_time: 0.006, memory: 5822, loss_cls: 3.3695, loss: 3.3695, grad_norm: 2.8660 2020-10-23 21:10:41,519 - mmaction - INFO - Epoch [17][1140/1712] lr: 1.000e-02, eta: 2 days, 2:15:43, time: 1.155, data_time: 0.009, memory: 5822, loss_cls: 3.3901, loss: 3.3901, grad_norm: 2.7998 2020-10-23 21:11:05,167 - mmaction - INFO - Epoch [17][1160/1712] lr: 1.000e-02, eta: 2 days, 2:15:10, time: 1.193, data_time: 0.012, memory: 5822, loss_cls: 3.3180, loss: 3.3180, grad_norm: 2.7402 2020-10-23 21:11:27,836 - mmaction - INFO - Epoch [17][1180/1712] lr: 1.000e-02, eta: 2 days, 2:14:31, time: 1.133, data_time: 0.002, memory: 5822, loss_cls: 3.4007, loss: 3.4007, grad_norm: 2.7719 2020-10-23 21:11:50,756 - mmaction - INFO - Epoch [17][1200/1712] lr: 1.000e-02, eta: 2 days, 2:13:53, time: 1.142, data_time: 0.005, memory: 5822, loss_cls: 3.3967, loss: 3.3967, grad_norm: 2.8041 2020-10-23 21:12:13,297 - mmaction - INFO - Epoch [17][1220/1712] lr: 1.000e-02, eta: 2 days, 2:13:14, time: 1.130, data_time: 0.008, memory: 5822, loss_cls: 3.3638, loss: 3.3638, grad_norm: 2.8697 2020-10-23 21:12:36,318 - mmaction - INFO - Epoch [17][1240/1712] lr: 1.000e-02, eta: 2 days, 2:12:37, time: 1.143, data_time: 0.004, memory: 5822, loss_cls: 3.3193, loss: 3.3193, grad_norm: 2.8146 2020-10-23 21:12:59,508 - mmaction - INFO - Epoch [17][1260/1712] lr: 1.000e-02, eta: 2 days, 2:12:00, time: 1.156, data_time: 0.018, memory: 5822, loss_cls: 3.4377, loss: 3.4377, grad_norm: 2.8498 2020-10-23 21:13:21,991 - mmaction - INFO - Epoch [17][1280/1712] lr: 1.000e-02, eta: 2 days, 2:11:21, time: 1.131, data_time: 0.021, memory: 5822, loss_cls: 3.4247, loss: 3.4247, grad_norm: 2.8050 2020-10-23 21:13:45,259 - mmaction - INFO - Epoch [17][1300/1712] lr: 1.000e-02, eta: 2 days, 2:10:46, time: 1.168, data_time: 0.008, memory: 5822, loss_cls: 3.3725, loss: 3.3725, grad_norm: 2.8276 2020-10-23 21:14:08,315 - mmaction - INFO - Epoch [17][1320/1712] lr: 1.000e-02, eta: 2 days, 2:10:09, time: 1.150, data_time: 0.015, memory: 5822, loss_cls: 3.3627, loss: 3.3627, grad_norm: 2.8073 2020-10-23 21:14:30,907 - mmaction - INFO - Epoch [17][1340/1712] lr: 1.000e-02, eta: 2 days, 2:09:30, time: 1.134, data_time: 0.010, memory: 5822, loss_cls: 3.3885, loss: 3.3885, grad_norm: 2.7920 2020-10-23 21:14:53,652 - mmaction - INFO - Epoch [17][1360/1712] lr: 1.000e-02, eta: 2 days, 2:08:52, time: 1.137, data_time: 0.003, memory: 5822, loss_cls: 3.3691, loss: 3.3691, grad_norm: 2.7640 2020-10-23 21:15:16,524 - mmaction - INFO - Epoch [17][1380/1712] lr: 1.000e-02, eta: 2 days, 2:08:14, time: 1.144, data_time: 0.005, memory: 5822, loss_cls: 3.3451, loss: 3.3451, grad_norm: 2.7469 2020-10-23 21:15:39,455 - mmaction - INFO - Epoch [17][1400/1712] lr: 1.000e-02, eta: 2 days, 2:07:37, time: 1.145, data_time: 0.005, memory: 5822, loss_cls: 3.3616, loss: 3.3616, grad_norm: 2.8148 2020-10-23 21:16:01,566 - mmaction - INFO - Epoch [17][1420/1712] lr: 1.000e-02, eta: 2 days, 2:06:55, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 3.3959, loss: 3.3959, grad_norm: 2.7902 2020-10-23 21:16:24,909 - mmaction - INFO - Epoch [17][1440/1712] lr: 1.000e-02, eta: 2 days, 2:06:20, time: 1.175, data_time: 0.011, memory: 5822, loss_cls: 3.3886, loss: 3.3886, grad_norm: 2.8015 2020-10-23 21:16:46,833 - mmaction - INFO - Epoch [17][1460/1712] lr: 1.000e-02, eta: 2 days, 2:05:38, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 3.3993, loss: 3.3993, grad_norm: 2.7901 2020-10-23 21:17:10,184 - mmaction - INFO - Epoch [17][1480/1712] lr: 1.000e-02, eta: 2 days, 2:05:03, time: 1.167, data_time: 0.006, memory: 5822, loss_cls: 3.3202, loss: 3.3202, grad_norm: 2.7941 2020-10-23 21:17:33,414 - mmaction - INFO - Epoch [17][1500/1712] lr: 1.000e-02, eta: 2 days, 2:04:27, time: 1.156, data_time: 0.011, memory: 5822, loss_cls: 3.3309, loss: 3.3309, grad_norm: 2.7400 2020-10-23 21:17:55,957 - mmaction - INFO - Epoch [17][1520/1712] lr: 1.000e-02, eta: 2 days, 2:03:48, time: 1.132, data_time: 0.014, memory: 5822, loss_cls: 3.3411, loss: 3.3411, grad_norm: 2.7714 2020-10-23 21:18:19,172 - mmaction - INFO - Epoch [17][1540/1712] lr: 1.000e-02, eta: 2 days, 2:03:12, time: 1.158, data_time: 0.002, memory: 5822, loss_cls: 3.3143, loss: 3.3143, grad_norm: 2.7595 2020-10-23 21:18:42,072 - mmaction - INFO - Epoch [17][1560/1712] lr: 1.000e-02, eta: 2 days, 2:02:35, time: 1.148, data_time: 0.011, memory: 5822, loss_cls: 3.3386, loss: 3.3386, grad_norm: 2.7498 2020-10-23 21:19:05,385 - mmaction - INFO - Epoch [17][1580/1712] lr: 1.000e-02, eta: 2 days, 2:02:00, time: 1.162, data_time: 0.004, memory: 5822, loss_cls: 3.3780, loss: 3.3780, grad_norm: 2.7968 2020-10-23 21:19:27,889 - mmaction - INFO - Epoch [17][1600/1712] lr: 1.000e-02, eta: 2 days, 2:01:20, time: 1.125, data_time: 0.006, memory: 5822, loss_cls: 3.2760, loss: 3.2760, grad_norm: 2.7726 2020-10-23 21:19:50,242 - mmaction - INFO - Epoch [17][1620/1712] lr: 1.000e-02, eta: 2 days, 2:00:41, time: 1.120, data_time: 0.006, memory: 5822, loss_cls: 3.3725, loss: 3.3725, grad_norm: 2.8006 2020-10-23 21:20:12,820 - mmaction - INFO - Epoch [17][1640/1712] lr: 1.000e-02, eta: 2 days, 2:00:02, time: 1.127, data_time: 0.006, memory: 5822, loss_cls: 3.3586, loss: 3.3586, grad_norm: 2.7658 2020-10-23 21:20:35,968 - mmaction - INFO - Epoch [17][1660/1712] lr: 1.000e-02, eta: 2 days, 1:59:26, time: 1.157, data_time: 0.009, memory: 5822, loss_cls: 3.3689, loss: 3.3689, grad_norm: 2.7663 2020-10-23 21:20:58,552 - mmaction - INFO - Epoch [17][1680/1712] lr: 1.000e-02, eta: 2 days, 1:58:47, time: 1.132, data_time: 0.016, memory: 5822, loss_cls: 3.3371, loss: 3.3371, grad_norm: 2.7611 2020-10-23 21:21:21,839 - mmaction - INFO - Epoch [17][1700/1712] lr: 1.000e-02, eta: 2 days, 1:58:12, time: 1.161, data_time: 0.006, memory: 5822, loss_cls: 3.3755, loss: 3.3755, grad_norm: 2.8320 2020-10-23 21:22:52,836 - mmaction - INFO - Epoch [18][20/1712] lr: 1.000e-02, eta: 2 days, 1:59:24, time: 3.184, data_time: 2.270, memory: 5822, loss_cls: 3.3442, loss: 3.3442, grad_norm: 2.7763 2020-10-23 21:23:17,057 - mmaction - INFO - Epoch [18][40/1712] lr: 1.000e-02, eta: 2 days, 1:58:53, time: 1.209, data_time: 0.007, memory: 5822, loss_cls: 3.3648, loss: 3.3648, grad_norm: 2.7579 2020-10-23 21:23:40,044 - mmaction - INFO - Epoch [18][60/1712] lr: 1.000e-02, eta: 2 days, 1:58:17, time: 1.152, data_time: 0.008, memory: 5822, loss_cls: 3.3339, loss: 3.3339, grad_norm: 2.7359 2020-10-23 21:24:02,280 - mmaction - INFO - Epoch [18][80/1712] lr: 1.000e-02, eta: 2 days, 1:57:36, time: 1.112, data_time: 0.005, memory: 5822, loss_cls: 3.3423, loss: 3.3423, grad_norm: 2.7320 2020-10-23 21:24:25,241 - mmaction - INFO - Epoch [18][100/1712] lr: 1.000e-02, eta: 2 days, 1:56:59, time: 1.142, data_time: 0.008, memory: 5822, loss_cls: 3.3292, loss: 3.3292, grad_norm: 2.7444 2020-10-23 21:24:47,556 - mmaction - INFO - Epoch [18][120/1712] lr: 1.000e-02, eta: 2 days, 1:56:19, time: 1.118, data_time: 0.014, memory: 5822, loss_cls: 3.3960, loss: 3.3960, grad_norm: 2.8137 2020-10-23 21:25:09,925 - mmaction - INFO - Epoch [18][140/1712] lr: 1.000e-02, eta: 2 days, 1:55:40, time: 1.124, data_time: 0.013, memory: 5822, loss_cls: 3.3003, loss: 3.3003, grad_norm: 2.7407 2020-10-23 21:25:32,858 - mmaction - INFO - Epoch [18][160/1712] lr: 1.000e-02, eta: 2 days, 1:55:03, time: 1.143, data_time: 0.003, memory: 5822, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.8386 2020-10-23 21:25:55,748 - mmaction - INFO - Epoch [18][180/1712] lr: 1.000e-02, eta: 2 days, 1:54:26, time: 1.148, data_time: 0.005, memory: 5822, loss_cls: 3.2980, loss: 3.2980, grad_norm: 2.7359 2020-10-23 21:26:17,926 - mmaction - INFO - Epoch [18][200/1712] lr: 1.000e-02, eta: 2 days, 1:53:45, time: 1.106, data_time: 0.003, memory: 5822, loss_cls: 3.3373, loss: 3.3373, grad_norm: 2.8085 2020-10-23 21:26:41,078 - mmaction - INFO - Epoch [18][220/1712] lr: 1.000e-02, eta: 2 days, 1:53:09, time: 1.156, data_time: 0.006, memory: 5822, loss_cls: 3.2933, loss: 3.2933, grad_norm: 2.7546 2020-10-23 21:27:03,617 - mmaction - INFO - Epoch [18][240/1712] lr: 1.000e-02, eta: 2 days, 1:52:31, time: 1.127, data_time: 0.006, memory: 5822, loss_cls: 3.3492, loss: 3.3492, grad_norm: 2.7986 2020-10-23 21:27:26,280 - mmaction - INFO - Epoch [18][260/1712] lr: 1.000e-02, eta: 2 days, 1:51:52, time: 1.132, data_time: 0.013, memory: 5822, loss_cls: 3.3406, loss: 3.3406, grad_norm: 2.7650 2020-10-23 21:27:48,994 - mmaction - INFO - Epoch [18][280/1712] lr: 1.000e-02, eta: 2 days, 1:51:15, time: 1.136, data_time: 0.008, memory: 5822, loss_cls: 3.3434, loss: 3.3434, grad_norm: 2.8150 2020-10-23 21:28:11,338 - mmaction - INFO - Epoch [18][300/1712] lr: 1.000e-02, eta: 2 days, 1:50:35, time: 1.120, data_time: 0.012, memory: 5822, loss_cls: 3.3774, loss: 3.3774, grad_norm: 2.8014 2020-10-23 21:28:33,082 - mmaction - INFO - Epoch [18][320/1712] lr: 1.000e-02, eta: 2 days, 1:49:53, time: 1.089, data_time: 0.006, memory: 5822, loss_cls: 3.3149, loss: 3.3149, grad_norm: 2.7777 2020-10-23 21:28:55,817 - mmaction - INFO - Epoch [18][340/1712] lr: 1.000e-02, eta: 2 days, 1:49:15, time: 1.132, data_time: 0.002, memory: 5822, loss_cls: 3.3393, loss: 3.3393, grad_norm: 2.7850 2020-10-23 21:29:18,814 - mmaction - INFO - Epoch [18][360/1712] lr: 1.000e-02, eta: 2 days, 1:48:38, time: 1.148, data_time: 0.006, memory: 5822, loss_cls: 3.3593, loss: 3.3593, grad_norm: 2.8234 2020-10-23 21:29:42,044 - mmaction - INFO - Epoch [18][380/1712] lr: 1.000e-02, eta: 2 days, 1:48:04, time: 1.169, data_time: 0.010, memory: 5822, loss_cls: 3.3689, loss: 3.3689, grad_norm: 2.7952 2020-10-23 21:30:05,060 - mmaction - INFO - Epoch [18][400/1712] lr: 1.000e-02, eta: 2 days, 1:47:26, time: 1.143, data_time: 0.006, memory: 5822, loss_cls: 3.3693, loss: 3.3693, grad_norm: 2.8512 2020-10-23 21:30:27,403 - mmaction - INFO - Epoch [18][420/1712] lr: 1.000e-02, eta: 2 days, 1:46:48, time: 1.125, data_time: 0.011, memory: 5822, loss_cls: 3.3304, loss: 3.3304, grad_norm: 2.7778 2020-10-23 21:30:49,579 - mmaction - INFO - Epoch [18][440/1712] lr: 1.000e-02, eta: 2 days, 1:46:07, time: 1.107, data_time: 0.002, memory: 5822, loss_cls: 3.3300, loss: 3.3300, grad_norm: 2.7691 2020-10-23 21:31:12,490 - mmaction - INFO - Epoch [18][460/1712] lr: 1.000e-02, eta: 2 days, 1:45:31, time: 1.146, data_time: 0.010, memory: 5822, loss_cls: 3.3323, loss: 3.3323, grad_norm: 2.7750 2020-10-23 21:31:34,893 - mmaction - INFO - Epoch [18][480/1712] lr: 1.000e-02, eta: 2 days, 1:44:51, time: 1.120, data_time: 0.007, memory: 5822, loss_cls: 3.3800, loss: 3.3800, grad_norm: 2.8245 2020-10-23 21:31:57,910 - mmaction - INFO - Epoch [18][500/1712] lr: 1.000e-02, eta: 2 days, 1:44:15, time: 1.152, data_time: 0.005, memory: 5822, loss_cls: 3.3428, loss: 3.3428, grad_norm: 2.7569 2020-10-23 21:32:20,613 - mmaction - INFO - Epoch [18][520/1712] lr: 1.000e-02, eta: 2 days, 1:43:38, time: 1.133, data_time: 0.002, memory: 5822, loss_cls: 3.3346, loss: 3.3346, grad_norm: 2.7668 2020-10-23 21:32:43,975 - mmaction - INFO - Epoch [18][540/1712] lr: 1.000e-02, eta: 2 days, 1:43:02, time: 1.162, data_time: 0.009, memory: 5822, loss_cls: 3.3027, loss: 3.3027, grad_norm: 2.7676 2020-10-23 21:33:07,772 - mmaction - INFO - Epoch [18][560/1712] lr: 1.000e-02, eta: 2 days, 1:42:31, time: 1.196, data_time: 0.012, memory: 5822, loss_cls: 3.3688, loss: 3.3688, grad_norm: 2.8743 2020-10-23 21:33:30,837 - mmaction - INFO - Epoch [18][580/1712] lr: 1.000e-02, eta: 2 days, 1:41:55, time: 1.155, data_time: 0.005, memory: 5822, loss_cls: 3.3718, loss: 3.3718, grad_norm: 2.7812 2020-10-23 21:33:54,725 - mmaction - INFO - Epoch [18][600/1712] lr: 1.000e-02, eta: 2 days, 1:41:23, time: 1.194, data_time: 0.004, memory: 5822, loss_cls: 3.4140, loss: 3.4140, grad_norm: 2.8267 2020-10-23 21:34:18,717 - mmaction - INFO - Epoch [18][620/1712] lr: 1.000e-02, eta: 2 days, 1:40:51, time: 1.198, data_time: 0.007, memory: 5822, loss_cls: 3.3511, loss: 3.3511, grad_norm: 2.8378 2020-10-23 21:34:41,104 - mmaction - INFO - Epoch [18][640/1712] lr: 1.000e-02, eta: 2 days, 1:40:13, time: 1.121, data_time: 0.004, memory: 5822, loss_cls: 3.3678, loss: 3.3678, grad_norm: 2.8434 2020-10-23 21:35:04,259 - mmaction - INFO - Epoch [18][660/1712] lr: 1.000e-02, eta: 2 days, 1:39:37, time: 1.157, data_time: 0.000, memory: 5822, loss_cls: 3.3249, loss: 3.3249, grad_norm: 2.7614 2020-10-23 21:35:28,535 - mmaction - INFO - Epoch [18][680/1712] lr: 1.000e-02, eta: 2 days, 1:39:07, time: 1.214, data_time: 0.001, memory: 5822, loss_cls: 3.3343, loss: 3.3343, grad_norm: 2.7535 2020-10-23 21:35:52,191 - mmaction - INFO - Epoch [18][700/1712] lr: 1.000e-02, eta: 2 days, 1:38:34, time: 1.178, data_time: 0.002, memory: 5822, loss_cls: 3.3778, loss: 3.3778, grad_norm: 2.8212 2020-10-23 21:36:16,178 - mmaction - INFO - Epoch [18][720/1712] lr: 1.000e-02, eta: 2 days, 1:38:03, time: 1.204, data_time: 0.005, memory: 5822, loss_cls: 3.3555, loss: 3.3555, grad_norm: 2.8088 2020-10-23 21:36:38,972 - mmaction - INFO - Epoch [18][740/1712] lr: 1.000e-02, eta: 2 days, 1:37:26, time: 1.139, data_time: 0.009, memory: 5822, loss_cls: 3.3171, loss: 3.3171, grad_norm: 2.8272 2020-10-23 21:37:02,758 - mmaction - INFO - Epoch [18][760/1712] lr: 1.000e-02, eta: 2 days, 1:36:52, time: 1.179, data_time: 0.008, memory: 5822, loss_cls: 3.3458, loss: 3.3458, grad_norm: 2.8367 2020-10-23 21:37:27,069 - mmaction - INFO - Epoch [18][780/1712] lr: 1.000e-02, eta: 2 days, 1:36:22, time: 1.214, data_time: 0.016, memory: 5822, loss_cls: 3.3493, loss: 3.3493, grad_norm: 2.7939 2020-10-23 21:37:50,945 - mmaction - INFO - Epoch [18][800/1712] lr: 1.000e-02, eta: 2 days, 1:35:51, time: 1.195, data_time: 0.014, memory: 5822, loss_cls: 3.2762, loss: 3.2762, grad_norm: 2.7497 2020-10-23 21:38:14,601 - mmaction - INFO - Epoch [18][820/1712] lr: 1.000e-02, eta: 2 days, 1:35:19, time: 1.193, data_time: 0.013, memory: 5822, loss_cls: 3.3398, loss: 3.3398, grad_norm: 2.7751 2020-10-23 21:38:37,589 - mmaction - INFO - Epoch [18][840/1712] lr: 1.000e-02, eta: 2 days, 1:34:42, time: 1.146, data_time: 0.003, memory: 5822, loss_cls: 3.3287, loss: 3.3287, grad_norm: 2.7484 2020-10-23 21:39:00,796 - mmaction - INFO - Epoch [18][860/1712] lr: 1.000e-02, eta: 2 days, 1:34:08, time: 1.164, data_time: 0.006, memory: 5822, loss_cls: 3.3458, loss: 3.3458, grad_norm: 2.8898 2020-10-23 21:39:24,137 - mmaction - INFO - Epoch [18][880/1712] lr: 1.000e-02, eta: 2 days, 1:33:33, time: 1.164, data_time: 0.005, memory: 5822, loss_cls: 3.2959, loss: 3.2959, grad_norm: 2.7672 2020-10-23 21:39:48,023 - mmaction - INFO - Epoch [18][900/1712] lr: 1.000e-02, eta: 2 days, 1:33:01, time: 1.188, data_time: 0.008, memory: 5822, loss_cls: 3.3680, loss: 3.3680, grad_norm: 2.7558 2020-10-23 21:40:11,337 - mmaction - INFO - Epoch [18][920/1712] lr: 1.000e-02, eta: 2 days, 1:32:27, time: 1.176, data_time: 0.012, memory: 5822, loss_cls: 3.3264, loss: 3.3264, grad_norm: 2.7674 2020-10-23 21:40:35,054 - mmaction - INFO - Epoch [18][940/1712] lr: 1.000e-02, eta: 2 days, 1:31:54, time: 1.184, data_time: 0.003, memory: 5822, loss_cls: 3.3838, loss: 3.3838, grad_norm: 2.8562 2020-10-23 21:40:58,550 - mmaction - INFO - Epoch [18][960/1712] lr: 1.000e-02, eta: 2 days, 1:31:21, time: 1.176, data_time: 0.005, memory: 5822, loss_cls: 3.4055, loss: 3.4055, grad_norm: 2.8706 2020-10-23 21:41:22,378 - mmaction - INFO - Epoch [18][980/1712] lr: 1.000e-02, eta: 2 days, 1:30:48, time: 1.186, data_time: 0.004, memory: 5822, loss_cls: 3.3555, loss: 3.3555, grad_norm: 2.8170 2020-10-23 21:41:45,678 - mmaction - INFO - Epoch [18][1000/1712] lr: 1.000e-02, eta: 2 days, 1:30:14, time: 1.170, data_time: 0.012, memory: 5822, loss_cls: 3.3648, loss: 3.3648, grad_norm: 2.7612 2020-10-23 21:42:09,372 - mmaction - INFO - Epoch [18][1020/1712] lr: 1.000e-02, eta: 2 days, 1:29:42, time: 1.182, data_time: 0.005, memory: 5822, loss_cls: 3.3701, loss: 3.3701, grad_norm: 2.7485 2020-10-23 21:42:32,593 - mmaction - INFO - Epoch [18][1040/1712] lr: 1.000e-02, eta: 2 days, 1:29:07, time: 1.164, data_time: 0.004, memory: 5822, loss_cls: 3.3639, loss: 3.3639, grad_norm: 2.8143 2020-10-23 21:42:55,212 - mmaction - INFO - Epoch [18][1060/1712] lr: 1.000e-02, eta: 2 days, 1:28:29, time: 1.128, data_time: 0.005, memory: 5822, loss_cls: 3.3404, loss: 3.3404, grad_norm: 2.7478 2020-10-23 21:43:19,000 - mmaction - INFO - Epoch [18][1080/1712] lr: 1.000e-02, eta: 2 days, 1:27:57, time: 1.191, data_time: 0.006, memory: 5822, loss_cls: 3.3848, loss: 3.3848, grad_norm: 2.8365 2020-10-23 21:43:41,766 - mmaction - INFO - Epoch [18][1100/1712] lr: 1.000e-02, eta: 2 days, 1:27:20, time: 1.135, data_time: 0.006, memory: 5822, loss_cls: 3.3816, loss: 3.3816, grad_norm: 2.8025 2020-10-23 21:44:04,934 - mmaction - INFO - Epoch [18][1120/1712] lr: 1.000e-02, eta: 2 days, 1:26:46, time: 1.162, data_time: 0.011, memory: 5822, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.7775 2020-10-23 21:44:27,920 - mmaction - INFO - Epoch [18][1140/1712] lr: 1.000e-02, eta: 2 days, 1:26:10, time: 1.148, data_time: 0.009, memory: 5822, loss_cls: 3.3294, loss: 3.3294, grad_norm: 2.7208 2020-10-23 21:44:50,365 - mmaction - INFO - Epoch [18][1160/1712] lr: 1.000e-02, eta: 2 days, 1:25:31, time: 1.115, data_time: 0.002, memory: 5822, loss_cls: 3.3765, loss: 3.3765, grad_norm: 2.7930 2020-10-23 21:45:13,251 - mmaction - INFO - Epoch [18][1180/1712] lr: 1.000e-02, eta: 2 days, 1:24:55, time: 1.152, data_time: 0.010, memory: 5822, loss_cls: 3.3711, loss: 3.3711, grad_norm: 2.7661 2020-10-23 21:45:36,316 - mmaction - INFO - Epoch [18][1200/1712] lr: 1.000e-02, eta: 2 days, 1:24:20, time: 1.155, data_time: 0.004, memory: 5822, loss_cls: 3.2980, loss: 3.2980, grad_norm: 2.7035 2020-10-23 21:45:59,796 - mmaction - INFO - Epoch [18][1220/1712] lr: 1.000e-02, eta: 2 days, 1:23:46, time: 1.171, data_time: 0.008, memory: 5822, loss_cls: 3.2995, loss: 3.2995, grad_norm: 2.7984 2020-10-23 21:46:22,764 - mmaction - INFO - Epoch [18][1240/1712] lr: 1.000e-02, eta: 2 days, 1:23:10, time: 1.150, data_time: 0.007, memory: 5822, loss_cls: 3.3242, loss: 3.3242, grad_norm: 2.7675 2020-10-23 21:46:45,498 - mmaction - INFO - Epoch [18][1260/1712] lr: 1.000e-02, eta: 2 days, 1:22:33, time: 1.138, data_time: 0.002, memory: 5822, loss_cls: 3.3900, loss: 3.3900, grad_norm: 2.8935 2020-10-23 21:47:09,222 - mmaction - INFO - Epoch [18][1280/1712] lr: 1.000e-02, eta: 2 days, 1:22:01, time: 1.184, data_time: 0.006, memory: 5822, loss_cls: 3.3424, loss: 3.3424, grad_norm: 2.7943 2020-10-23 21:47:33,507 - mmaction - INFO - Epoch [18][1300/1712] lr: 1.000e-02, eta: 2 days, 1:21:32, time: 1.216, data_time: 0.007, memory: 5822, loss_cls: 3.3728, loss: 3.3728, grad_norm: 2.8281 2020-10-23 21:47:56,912 - mmaction - INFO - Epoch [18][1320/1712] lr: 1.000e-02, eta: 2 days, 1:20:58, time: 1.169, data_time: 0.004, memory: 5822, loss_cls: 3.3499, loss: 3.3499, grad_norm: 2.7731 2020-10-23 21:48:20,024 - mmaction - INFO - Epoch [18][1340/1712] lr: 1.000e-02, eta: 2 days, 1:20:22, time: 1.151, data_time: 0.004, memory: 5822, loss_cls: 3.3869, loss: 3.3869, grad_norm: 2.8299 2020-10-23 21:48:42,927 - mmaction - INFO - Epoch [18][1360/1712] lr: 1.000e-02, eta: 2 days, 1:19:47, time: 1.151, data_time: 0.010, memory: 5822, loss_cls: 3.3485, loss: 3.3485, grad_norm: 2.8205 2020-10-23 21:49:06,706 - mmaction - INFO - Epoch [18][1380/1712] lr: 1.000e-02, eta: 2 days, 1:19:15, time: 1.188, data_time: 0.004, memory: 5822, loss_cls: 3.3928, loss: 3.3928, grad_norm: 2.7833 2020-10-23 21:49:29,918 - mmaction - INFO - Epoch [18][1400/1712] lr: 1.000e-02, eta: 2 days, 1:18:40, time: 1.160, data_time: 0.003, memory: 5822, loss_cls: 3.3189, loss: 3.3189, grad_norm: 2.7342 2020-10-23 21:49:53,096 - mmaction - INFO - Epoch [18][1420/1712] lr: 1.000e-02, eta: 2 days, 1:18:05, time: 1.154, data_time: 0.003, memory: 5822, loss_cls: 3.3844, loss: 3.3844, grad_norm: 2.7925 2020-10-23 21:50:16,697 - mmaction - INFO - Epoch [18][1440/1712] lr: 1.000e-02, eta: 2 days, 1:17:32, time: 1.180, data_time: 0.010, memory: 5822, loss_cls: 3.3138, loss: 3.3138, grad_norm: 2.7624 2020-10-23 21:50:40,380 - mmaction - INFO - Epoch [18][1460/1712] lr: 1.000e-02, eta: 2 days, 1:17:00, time: 1.187, data_time: 0.015, memory: 5822, loss_cls: 3.3186, loss: 3.3186, grad_norm: 2.7680 2020-10-23 21:51:03,681 - mmaction - INFO - Epoch [18][1480/1712] lr: 1.000e-02, eta: 2 days, 1:16:26, time: 1.162, data_time: 0.005, memory: 5822, loss_cls: 3.4015, loss: 3.4015, grad_norm: 2.8113 2020-10-23 21:51:27,595 - mmaction - INFO - Epoch [18][1500/1712] lr: 1.000e-02, eta: 2 days, 1:15:54, time: 1.194, data_time: 0.011, memory: 5822, loss_cls: 3.3859, loss: 3.3859, grad_norm: 2.8651 2020-10-23 21:51:50,786 - mmaction - INFO - Epoch [18][1520/1712] lr: 1.000e-02, eta: 2 days, 1:15:20, time: 1.166, data_time: 0.010, memory: 5822, loss_cls: 3.3502, loss: 3.3502, grad_norm: 2.8395 2020-10-23 21:52:15,019 - mmaction - INFO - Epoch [18][1540/1712] lr: 1.000e-02, eta: 2 days, 1:14:51, time: 1.211, data_time: 0.006, memory: 5822, loss_cls: 3.3499, loss: 3.3499, grad_norm: 2.8087 2020-10-23 21:52:38,196 - mmaction - INFO - Epoch [18][1560/1712] lr: 1.000e-02, eta: 2 days, 1:14:16, time: 1.155, data_time: 0.005, memory: 5822, loss_cls: 3.3506, loss: 3.3506, grad_norm: 2.7623 2020-10-23 21:53:01,835 - mmaction - INFO - Epoch [18][1580/1712] lr: 1.000e-02, eta: 2 days, 1:13:43, time: 1.184, data_time: 0.009, memory: 5822, loss_cls: 3.4101, loss: 3.4101, grad_norm: 2.8359 2020-10-23 21:53:25,032 - mmaction - INFO - Epoch [18][1600/1712] lr: 1.000e-02, eta: 2 days, 1:13:09, time: 1.162, data_time: 0.007, memory: 5822, loss_cls: 3.3851, loss: 3.3851, grad_norm: 2.8513 2020-10-23 21:53:48,336 - mmaction - INFO - Epoch [18][1620/1712] lr: 1.000e-02, eta: 2 days, 1:12:35, time: 1.166, data_time: 0.006, memory: 5822, loss_cls: 3.3449, loss: 3.3449, grad_norm: 2.7682 2020-10-23 21:54:12,214 - mmaction - INFO - Epoch [18][1640/1712] lr: 1.000e-02, eta: 2 days, 1:12:03, time: 1.185, data_time: 0.002, memory: 5822, loss_cls: 3.3734, loss: 3.3734, grad_norm: 2.8401 2020-10-23 21:54:35,668 - mmaction - INFO - Epoch [18][1660/1712] lr: 1.000e-02, eta: 2 days, 1:11:30, time: 1.180, data_time: 0.016, memory: 5822, loss_cls: 3.3307, loss: 3.3307, grad_norm: 2.8189 2020-10-23 21:54:58,871 - mmaction - INFO - Epoch [18][1680/1712] lr: 1.000e-02, eta: 2 days, 1:10:56, time: 1.161, data_time: 0.008, memory: 5822, loss_cls: 3.3341, loss: 3.3341, grad_norm: 2.7866 2020-10-23 21:55:21,971 - mmaction - INFO - Epoch [18][1700/1712] lr: 1.000e-02, eta: 2 days, 1:10:21, time: 1.155, data_time: 0.003, memory: 5822, loss_cls: 3.3159, loss: 3.3159, grad_norm: 2.7442 2020-10-23 21:56:14,296 - mmaction - INFO - Epoch [19][20/1712] lr: 1.000e-02, eta: 2 days, 1:09:30, time: 1.906, data_time: 0.820, memory: 5822, loss_cls: 3.3261, loss: 3.3261, grad_norm: 2.7207 2020-10-23 21:56:39,286 - mmaction - INFO - Epoch [19][40/1712] lr: 1.000e-02, eta: 2 days, 1:09:04, time: 1.249, data_time: 0.056, memory: 5822, loss_cls: 3.2960, loss: 3.2960, grad_norm: 2.7876 2020-10-23 21:57:03,205 - mmaction - INFO - Epoch [19][60/1712] lr: 1.000e-02, eta: 2 days, 1:08:33, time: 1.190, data_time: 0.075, memory: 5822, loss_cls: 3.3408, loss: 3.3408, grad_norm: 2.7550 2020-10-23 21:57:27,679 - mmaction - INFO - Epoch [19][80/1712] lr: 1.000e-02, eta: 2 days, 1:08:04, time: 1.221, data_time: 0.067, memory: 5822, loss_cls: 3.3758, loss: 3.3758, grad_norm: 2.8642 2020-10-23 21:57:51,547 - mmaction - INFO - Epoch [19][100/1712] lr: 1.000e-02, eta: 2 days, 1:07:33, time: 1.200, data_time: 0.026, memory: 5822, loss_cls: 3.3945, loss: 3.3945, grad_norm: 2.8594 2020-10-23 21:58:14,819 - mmaction - INFO - Epoch [19][120/1712] lr: 1.000e-02, eta: 2 days, 1:06:59, time: 1.165, data_time: 0.005, memory: 5822, loss_cls: 3.3358, loss: 3.3358, grad_norm: 2.8855 2020-10-23 21:58:37,371 - mmaction - INFO - Epoch [19][140/1712] lr: 1.000e-02, eta: 2 days, 1:06:21, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 3.3461, loss: 3.3461, grad_norm: 2.7733 2020-10-23 21:59:00,599 - mmaction - INFO - Epoch [19][160/1712] lr: 1.000e-02, eta: 2 days, 1:05:47, time: 1.166, data_time: 0.016, memory: 5822, loss_cls: 3.3676, loss: 3.3676, grad_norm: 2.7906 2020-10-23 21:59:23,844 - mmaction - INFO - Epoch [19][180/1712] lr: 1.000e-02, eta: 2 days, 1:05:13, time: 1.156, data_time: 0.008, memory: 5822, loss_cls: 3.2978, loss: 3.2978, grad_norm: 2.7554 2020-10-23 21:59:47,131 - mmaction - INFO - Epoch [19][200/1712] lr: 1.000e-02, eta: 2 days, 1:04:40, time: 1.174, data_time: 0.020, memory: 5822, loss_cls: 3.2568, loss: 3.2568, grad_norm: 2.8090 2020-10-23 22:00:09,815 - mmaction - INFO - Epoch [19][220/1712] lr: 1.000e-02, eta: 2 days, 1:04:02, time: 1.121, data_time: 0.003, memory: 5822, loss_cls: 3.3717, loss: 3.3717, grad_norm: 2.7959 2020-10-23 22:00:33,455 - mmaction - INFO - Epoch [19][240/1712] lr: 1.000e-02, eta: 2 days, 1:03:31, time: 1.195, data_time: 0.015, memory: 5822, loss_cls: 3.3808, loss: 3.3808, grad_norm: 2.8068 2020-10-23 22:00:56,907 - mmaction - INFO - Epoch [19][260/1712] lr: 1.000e-02, eta: 2 days, 1:02:58, time: 1.172, data_time: 0.002, memory: 5822, loss_cls: 3.3251, loss: 3.3251, grad_norm: 2.8280 2020-10-23 22:01:19,947 - mmaction - INFO - Epoch [19][280/1712] lr: 1.000e-02, eta: 2 days, 1:02:23, time: 1.150, data_time: 0.002, memory: 5822, loss_cls: 3.3741, loss: 3.3741, grad_norm: 2.7857 2020-10-23 22:01:43,637 - mmaction - INFO - Epoch [19][300/1712] lr: 1.000e-02, eta: 2 days, 1:01:50, time: 1.179, data_time: 0.005, memory: 5822, loss_cls: 3.3041, loss: 3.3041, grad_norm: 2.7499 2020-10-23 22:02:07,082 - mmaction - INFO - Epoch [19][320/1712] lr: 1.000e-02, eta: 2 days, 1:01:17, time: 1.177, data_time: 0.012, memory: 5822, loss_cls: 3.3065, loss: 3.3065, grad_norm: 2.8248 2020-10-23 22:02:29,307 - mmaction - INFO - Epoch [19][340/1712] lr: 1.000e-02, eta: 2 days, 1:00:39, time: 1.113, data_time: 0.006, memory: 5822, loss_cls: 3.3731, loss: 3.3731, grad_norm: 2.7878 2020-10-23 22:02:52,578 - mmaction - INFO - Epoch [19][360/1712] lr: 1.000e-02, eta: 2 days, 1:00:05, time: 1.164, data_time: 0.004, memory: 5822, loss_cls: 3.3072, loss: 3.3072, grad_norm: 2.7994 2020-10-23 22:03:15,865 - mmaction - INFO - Epoch [19][380/1712] lr: 1.000e-02, eta: 2 days, 0:59:31, time: 1.160, data_time: 0.003, memory: 5822, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.7829 2020-10-23 22:03:38,072 - mmaction - INFO - Epoch [19][400/1712] lr: 1.000e-02, eta: 2 days, 0:58:53, time: 1.112, data_time: 0.012, memory: 5822, loss_cls: 3.3590, loss: 3.3590, grad_norm: 2.8271 2020-10-23 22:04:01,838 - mmaction - INFO - Epoch [19][420/1712] lr: 1.000e-02, eta: 2 days, 0:58:21, time: 1.186, data_time: 0.005, memory: 5822, loss_cls: 3.3123, loss: 3.3123, grad_norm: 2.7918 2020-10-23 22:04:25,435 - mmaction - INFO - Epoch [19][440/1712] lr: 1.000e-02, eta: 2 days, 0:57:49, time: 1.182, data_time: 0.008, memory: 5822, loss_cls: 3.3612, loss: 3.3612, grad_norm: 2.8244 2020-10-23 22:04:49,149 - mmaction - INFO - Epoch [19][460/1712] lr: 1.000e-02, eta: 2 days, 0:57:16, time: 1.178, data_time: 0.008, memory: 5822, loss_cls: 3.3619, loss: 3.3619, grad_norm: 2.8351 2020-10-23 22:05:11,039 - mmaction - INFO - Epoch [19][480/1712] lr: 1.000e-02, eta: 2 days, 0:56:37, time: 1.104, data_time: 0.015, memory: 5822, loss_cls: 3.3853, loss: 3.3853, grad_norm: 2.7991 2020-10-23 22:05:34,272 - mmaction - INFO - Epoch [19][500/1712] lr: 1.000e-02, eta: 2 days, 0:56:02, time: 1.152, data_time: 0.003, memory: 5822, loss_cls: 3.3637, loss: 3.3637, grad_norm: 2.8432 2020-10-23 22:05:56,443 - mmaction - INFO - Epoch [19][520/1712] lr: 1.000e-02, eta: 2 days, 0:55:25, time: 1.117, data_time: 0.015, memory: 5822, loss_cls: 3.3441, loss: 3.3441, grad_norm: 2.7421 2020-10-23 22:06:19,498 - mmaction - INFO - Epoch [19][540/1712] lr: 1.000e-02, eta: 2 days, 0:54:50, time: 1.151, data_time: 0.006, memory: 5822, loss_cls: 3.3334, loss: 3.3334, grad_norm: 2.8260 2020-10-23 22:06:43,316 - mmaction - INFO - Epoch [19][560/1712] lr: 1.000e-02, eta: 2 days, 0:54:18, time: 1.186, data_time: 0.009, memory: 5822, loss_cls: 3.3530, loss: 3.3530, grad_norm: 2.8613 2020-10-23 22:07:06,418 - mmaction - INFO - Epoch [19][580/1712] lr: 1.000e-02, eta: 2 days, 0:53:43, time: 1.154, data_time: 0.010, memory: 5822, loss_cls: 3.3419, loss: 3.3419, grad_norm: 2.7823 2020-10-23 22:07:28,917 - mmaction - INFO - Epoch [19][600/1712] lr: 1.000e-02, eta: 2 days, 0:53:07, time: 1.130, data_time: 0.017, memory: 5822, loss_cls: 3.2771, loss: 3.2771, grad_norm: 2.8086 2020-10-23 22:07:50,898 - mmaction - INFO - Epoch [19][620/1712] lr: 1.000e-02, eta: 2 days, 0:52:28, time: 1.102, data_time: 0.007, memory: 5822, loss_cls: 3.3550, loss: 3.3550, grad_norm: 2.8149 2020-10-23 22:08:12,591 - mmaction - INFO - Epoch [19][640/1712] lr: 1.000e-02, eta: 2 days, 0:51:47, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 3.3796, loss: 3.3796, grad_norm: 2.8683 2020-10-23 22:08:36,041 - mmaction - INFO - Epoch [19][660/1712] lr: 1.000e-02, eta: 2 days, 0:51:14, time: 1.172, data_time: 0.001, memory: 5822, loss_cls: 3.3729, loss: 3.3729, grad_norm: 2.8610 2020-10-23 22:08:58,659 - mmaction - INFO - Epoch [19][680/1712] lr: 1.000e-02, eta: 2 days, 0:50:38, time: 1.131, data_time: 0.003, memory: 5822, loss_cls: 3.3407, loss: 3.3407, grad_norm: 2.7572 2020-10-23 22:09:21,996 - mmaction - INFO - Epoch [19][700/1712] lr: 1.000e-02, eta: 2 days, 0:50:04, time: 1.167, data_time: 0.009, memory: 5822, loss_cls: 3.3248, loss: 3.3248, grad_norm: 2.7777 2020-10-23 22:09:44,995 - mmaction - INFO - Epoch [19][720/1712] lr: 1.000e-02, eta: 2 days, 0:49:29, time: 1.148, data_time: 0.002, memory: 5822, loss_cls: 3.3213, loss: 3.3213, grad_norm: 2.7819 2020-10-23 22:10:06,899 - mmaction - INFO - Epoch [19][740/1712] lr: 1.000e-02, eta: 2 days, 0:48:50, time: 1.093, data_time: 0.008, memory: 5822, loss_cls: 3.3344, loss: 3.3344, grad_norm: 2.8552 2020-10-23 22:10:30,296 - mmaction - INFO - Epoch [19][760/1712] lr: 1.000e-02, eta: 2 days, 0:48:17, time: 1.172, data_time: 0.011, memory: 5822, loss_cls: 3.2822, loss: 3.2822, grad_norm: 2.7231 2020-10-23 22:10:53,921 - mmaction - INFO - Epoch [19][780/1712] lr: 1.000e-02, eta: 2 days, 0:47:44, time: 1.172, data_time: 0.007, memory: 5822, loss_cls: 3.3976, loss: 3.3976, grad_norm: 2.7948 2020-10-23 22:11:16,664 - mmaction - INFO - Epoch [19][800/1712] lr: 1.000e-02, eta: 2 days, 0:47:09, time: 1.147, data_time: 0.017, memory: 5822, loss_cls: 3.3104, loss: 3.3104, grad_norm: 2.7946 2020-10-23 22:11:38,970 - mmaction - INFO - Epoch [19][820/1712] lr: 1.000e-02, eta: 2 days, 0:46:31, time: 1.114, data_time: 0.010, memory: 5822, loss_cls: 3.3767, loss: 3.3767, grad_norm: 2.9148 2020-10-23 22:12:01,453 - mmaction - INFO - Epoch [19][840/1712] lr: 1.000e-02, eta: 2 days, 0:45:54, time: 1.124, data_time: 0.008, memory: 5822, loss_cls: 3.3243, loss: 3.3243, grad_norm: 2.7793 2020-10-23 22:12:23,371 - mmaction - INFO - Epoch [19][860/1712] lr: 1.000e-02, eta: 2 days, 0:45:15, time: 1.097, data_time: 0.006, memory: 5822, loss_cls: 3.3458, loss: 3.3458, grad_norm: 2.7444 2020-10-23 22:12:46,861 - mmaction - INFO - Epoch [19][880/1712] lr: 1.000e-02, eta: 2 days, 0:44:42, time: 1.170, data_time: 0.005, memory: 5822, loss_cls: 3.3400, loss: 3.3400, grad_norm: 2.8164 2020-10-23 22:13:10,022 - mmaction - INFO - Epoch [19][900/1712] lr: 1.000e-02, eta: 2 days, 0:44:09, time: 1.165, data_time: 0.015, memory: 5822, loss_cls: 3.3492, loss: 3.3492, grad_norm: 2.8265 2020-10-23 22:13:33,393 - mmaction - INFO - Epoch [19][920/1712] lr: 1.000e-02, eta: 2 days, 0:43:35, time: 1.164, data_time: 0.002, memory: 5822, loss_cls: 3.2804, loss: 3.2804, grad_norm: 2.7785 2020-10-23 22:13:56,176 - mmaction - INFO - Epoch [19][940/1712] lr: 1.000e-02, eta: 2 days, 0:43:00, time: 1.139, data_time: 0.012, memory: 5822, loss_cls: 3.3578, loss: 3.3578, grad_norm: 2.8263 2020-10-23 22:14:18,762 - mmaction - INFO - Epoch [19][960/1712] lr: 1.000e-02, eta: 2 days, 0:42:23, time: 1.129, data_time: 0.012, memory: 5822, loss_cls: 3.3510, loss: 3.3510, grad_norm: 2.8128 2020-10-23 22:14:41,763 - mmaction - INFO - Epoch [19][980/1712] lr: 1.000e-02, eta: 2 days, 0:41:48, time: 1.144, data_time: 0.009, memory: 5822, loss_cls: 3.3412, loss: 3.3412, grad_norm: 2.8548 2020-10-23 22:15:03,096 - mmaction - INFO - Epoch [19][1000/1712] lr: 1.000e-02, eta: 2 days, 0:41:06, time: 1.069, data_time: 0.018, memory: 5822, loss_cls: 3.3841, loss: 3.3841, grad_norm: 2.8795 2020-10-23 22:15:25,047 - mmaction - INFO - Epoch [19][1020/1712] lr: 1.000e-02, eta: 2 days, 0:40:28, time: 1.103, data_time: 0.009, memory: 5822, loss_cls: 3.3725, loss: 3.3725, grad_norm: 2.8552 2020-10-23 22:15:47,533 - mmaction - INFO - Epoch [19][1040/1712] lr: 1.000e-02, eta: 2 days, 0:39:51, time: 1.123, data_time: 0.003, memory: 5822, loss_cls: 3.3739, loss: 3.3739, grad_norm: 2.8746 2020-10-23 22:16:09,876 - mmaction - INFO - Epoch [19][1060/1712] lr: 1.000e-02, eta: 2 days, 0:39:13, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 3.3230, loss: 3.3230, grad_norm: 2.8062 2020-10-23 22:16:33,279 - mmaction - INFO - Epoch [19][1080/1712] lr: 1.000e-02, eta: 2 days, 0:38:41, time: 1.170, data_time: 0.009, memory: 5822, loss_cls: 3.3121, loss: 3.3121, grad_norm: 2.7379 2020-10-23 22:16:55,602 - mmaction - INFO - Epoch [19][1100/1712] lr: 1.000e-02, eta: 2 days, 0:38:03, time: 1.113, data_time: 0.009, memory: 5822, loss_cls: 3.3327, loss: 3.3327, grad_norm: 2.8272 2020-10-23 22:17:18,730 - mmaction - INFO - Epoch [19][1120/1712] lr: 1.000e-02, eta: 2 days, 0:37:29, time: 1.161, data_time: 0.012, memory: 5822, loss_cls: 3.3559, loss: 3.3559, grad_norm: 2.7602 2020-10-23 22:17:41,970 - mmaction - INFO - Epoch [19][1140/1712] lr: 1.000e-02, eta: 2 days, 0:36:56, time: 1.164, data_time: 0.005, memory: 5822, loss_cls: 3.2926, loss: 3.2926, grad_norm: 2.8155 2020-10-23 22:18:04,839 - mmaction - INFO - Epoch [19][1160/1712] lr: 1.000e-02, eta: 2 days, 0:36:21, time: 1.142, data_time: 0.005, memory: 5822, loss_cls: 3.3495, loss: 3.3495, grad_norm: 2.8180 2020-10-23 22:18:28,029 - mmaction - INFO - Epoch [19][1180/1712] lr: 1.000e-02, eta: 2 days, 0:35:47, time: 1.159, data_time: 0.004, memory: 5822, loss_cls: 3.3515, loss: 3.3515, grad_norm: 2.8128 2020-10-23 22:18:50,325 - mmaction - INFO - Epoch [19][1200/1712] lr: 1.000e-02, eta: 2 days, 0:35:10, time: 1.118, data_time: 0.005, memory: 5822, loss_cls: 3.3291, loss: 3.3291, grad_norm: 2.7994 2020-10-23 22:19:12,952 - mmaction - INFO - Epoch [19][1220/1712] lr: 1.000e-02, eta: 2 days, 0:34:34, time: 1.131, data_time: 0.001, memory: 5822, loss_cls: 3.3145, loss: 3.3145, grad_norm: 2.8015 2020-10-23 22:19:35,894 - mmaction - INFO - Epoch [19][1240/1712] lr: 1.000e-02, eta: 2 days, 0:33:59, time: 1.147, data_time: 0.004, memory: 5822, loss_cls: 3.3066, loss: 3.3066, grad_norm: 2.7885 2020-10-23 22:19:58,797 - mmaction - INFO - Epoch [19][1260/1712] lr: 1.000e-02, eta: 2 days, 0:33:25, time: 1.145, data_time: 0.002, memory: 5822, loss_cls: 3.3215, loss: 3.3215, grad_norm: 2.7501 2020-10-23 22:20:21,983 - mmaction - INFO - Epoch [19][1280/1712] lr: 1.000e-02, eta: 2 days, 0:32:51, time: 1.156, data_time: 0.007, memory: 5822, loss_cls: 3.3598, loss: 3.3598, grad_norm: 2.8013 2020-10-23 22:20:46,032 - mmaction - INFO - Epoch [19][1300/1712] lr: 1.000e-02, eta: 2 days, 0:32:21, time: 1.203, data_time: 0.005, memory: 5822, loss_cls: 3.3556, loss: 3.3556, grad_norm: 2.8155 2020-10-23 22:21:09,234 - mmaction - INFO - Epoch [19][1320/1712] lr: 1.000e-02, eta: 2 days, 0:31:48, time: 1.160, data_time: 0.005, memory: 5822, loss_cls: 3.3260, loss: 3.3260, grad_norm: 2.7425 2020-10-23 22:21:33,149 - mmaction - INFO - Epoch [19][1340/1712] lr: 1.000e-02, eta: 2 days, 0:31:17, time: 1.191, data_time: 0.004, memory: 5822, loss_cls: 3.3827, loss: 3.3827, grad_norm: 2.8037 2020-10-23 22:21:55,813 - mmaction - INFO - Epoch [19][1360/1712] lr: 1.000e-02, eta: 2 days, 0:30:41, time: 1.133, data_time: 0.010, memory: 5822, loss_cls: 3.3283, loss: 3.3283, grad_norm: 2.8038 2020-10-23 22:22:19,128 - mmaction - INFO - Epoch [19][1380/1712] lr: 1.000e-02, eta: 2 days, 0:30:09, time: 1.172, data_time: 0.017, memory: 5822, loss_cls: 3.3546, loss: 3.3546, grad_norm: 2.8616 2020-10-23 22:22:42,573 - mmaction - INFO - Epoch [19][1400/1712] lr: 1.000e-02, eta: 2 days, 0:29:36, time: 1.171, data_time: 0.007, memory: 5822, loss_cls: 3.3115, loss: 3.3115, grad_norm: 2.7530 2020-10-23 22:23:06,688 - mmaction - INFO - Epoch [19][1420/1712] lr: 1.000e-02, eta: 2 days, 0:29:07, time: 1.207, data_time: 0.004, memory: 5822, loss_cls: 3.2987, loss: 3.2987, grad_norm: 2.7852 2020-10-23 22:23:28,981 - mmaction - INFO - Epoch [19][1440/1712] lr: 1.000e-02, eta: 2 days, 0:28:29, time: 1.113, data_time: 0.004, memory: 5822, loss_cls: 3.3356, loss: 3.3356, grad_norm: 2.7544 2020-10-23 22:23:52,879 - mmaction - INFO - Epoch [19][1460/1712] lr: 1.000e-02, eta: 2 days, 0:27:59, time: 1.196, data_time: 0.004, memory: 5822, loss_cls: 3.3379, loss: 3.3379, grad_norm: 2.8040 2020-10-23 22:24:16,262 - mmaction - INFO - Epoch [19][1480/1712] lr: 1.000e-02, eta: 2 days, 0:27:26, time: 1.168, data_time: 0.005, memory: 5822, loss_cls: 3.3309, loss: 3.3309, grad_norm: 2.7622 2020-10-23 22:24:39,280 - mmaction - INFO - Epoch [19][1500/1712] lr: 1.000e-02, eta: 2 days, 0:26:52, time: 1.150, data_time: 0.004, memory: 5822, loss_cls: 3.3528, loss: 3.3528, grad_norm: 2.8473 2020-10-23 22:25:02,323 - mmaction - INFO - Epoch [19][1520/1712] lr: 1.000e-02, eta: 2 days, 0:26:18, time: 1.151, data_time: 0.007, memory: 5822, loss_cls: 3.3105, loss: 3.3105, grad_norm: 2.8144 2020-10-23 22:25:25,633 - mmaction - INFO - Epoch [19][1540/1712] lr: 1.000e-02, eta: 2 days, 0:25:46, time: 1.169, data_time: 0.005, memory: 5822, loss_cls: 3.3187, loss: 3.3187, grad_norm: 2.8321 2020-10-23 22:25:48,786 - mmaction - INFO - Epoch [19][1560/1712] lr: 1.000e-02, eta: 2 days, 0:25:12, time: 1.158, data_time: 0.004, memory: 5822, loss_cls: 3.3454, loss: 3.3454, grad_norm: 2.8119 2020-10-23 22:26:11,143 - mmaction - INFO - Epoch [19][1580/1712] lr: 1.000e-02, eta: 2 days, 0:24:35, time: 1.112, data_time: 0.001, memory: 5822, loss_cls: 3.3841, loss: 3.3841, grad_norm: 2.8577 2020-10-23 22:26:34,575 - mmaction - INFO - Epoch [19][1600/1712] lr: 1.000e-02, eta: 2 days, 0:24:03, time: 1.175, data_time: 0.011, memory: 5822, loss_cls: 3.2955, loss: 3.2955, grad_norm: 2.7945 2020-10-23 22:26:57,644 - mmaction - INFO - Epoch [19][1620/1712] lr: 1.000e-02, eta: 2 days, 0:23:28, time: 1.146, data_time: 0.009, memory: 5822, loss_cls: 3.2873, loss: 3.2873, grad_norm: 2.8428 2020-10-23 22:27:20,406 - mmaction - INFO - Epoch [19][1640/1712] lr: 1.000e-02, eta: 2 days, 0:22:54, time: 1.149, data_time: 0.012, memory: 5822, loss_cls: 3.3839, loss: 3.3839, grad_norm: 2.8603 2020-10-23 22:27:44,701 - mmaction - INFO - Epoch [19][1660/1712] lr: 1.000e-02, eta: 2 days, 0:22:24, time: 1.198, data_time: 0.001, memory: 5822, loss_cls: 3.3470, loss: 3.3470, grad_norm: 2.7742 2020-10-23 22:28:08,184 - mmaction - INFO - Epoch [19][1680/1712] lr: 1.000e-02, eta: 2 days, 0:21:53, time: 1.191, data_time: 0.025, memory: 5822, loss_cls: 3.3402, loss: 3.3402, grad_norm: 2.8351 2020-10-23 22:28:30,974 - mmaction - INFO - Epoch [19][1700/1712] lr: 1.000e-02, eta: 2 days, 0:21:18, time: 1.138, data_time: 0.005, memory: 5822, loss_cls: 3.3424, loss: 3.3424, grad_norm: 2.7727 2020-10-23 22:29:32,096 - mmaction - INFO - Epoch [20][20/1712] lr: 1.000e-02, eta: 2 days, 0:20:57, time: 2.230, data_time: 1.434, memory: 5822, loss_cls: 3.3369, loss: 3.3369, grad_norm: 2.8185 2020-10-23 22:29:57,662 - mmaction - INFO - Epoch [20][40/1712] lr: 1.000e-02, eta: 2 days, 0:20:34, time: 1.280, data_time: 0.247, memory: 5822, loss_cls: 3.3151, loss: 3.3151, grad_norm: 2.7440 2020-10-23 22:30:22,051 - mmaction - INFO - Epoch [20][60/1712] lr: 1.000e-02, eta: 2 days, 0:20:05, time: 1.217, data_time: 0.010, memory: 5822, loss_cls: 3.3015, loss: 3.3015, grad_norm: 2.7343 2020-10-23 22:30:46,338 - mmaction - INFO - Epoch [20][80/1712] lr: 1.000e-02, eta: 2 days, 0:19:37, time: 1.215, data_time: 0.008, memory: 5822, loss_cls: 3.3199, loss: 3.3199, grad_norm: 2.8244 2020-10-23 22:31:09,843 - mmaction - INFO - Epoch [20][100/1712] lr: 1.000e-02, eta: 2 days, 0:19:05, time: 1.177, data_time: 0.007, memory: 5822, loss_cls: 3.2723, loss: 3.2723, grad_norm: 2.7749 2020-10-23 22:31:32,987 - mmaction - INFO - Epoch [20][120/1712] lr: 1.000e-02, eta: 2 days, 0:18:31, time: 1.149, data_time: 0.005, memory: 5822, loss_cls: 3.3614, loss: 3.3614, grad_norm: 2.8071 2020-10-23 22:31:56,707 - mmaction - INFO - Epoch [20][140/1712] lr: 1.000e-02, eta: 2 days, 0:18:01, time: 1.193, data_time: 0.013, memory: 5822, loss_cls: 3.2774, loss: 3.2774, grad_norm: 2.8288 2020-10-23 22:32:19,933 - mmaction - INFO - Epoch [20][160/1712] lr: 1.000e-02, eta: 2 days, 0:17:27, time: 1.158, data_time: 0.005, memory: 5822, loss_cls: 3.3172, loss: 3.3172, grad_norm: 2.7459 2020-10-23 22:32:42,716 - mmaction - INFO - Epoch [20][180/1712] lr: 1.000e-02, eta: 2 days, 0:16:53, time: 1.145, data_time: 0.008, memory: 5822, loss_cls: 3.2620, loss: 3.2620, grad_norm: 2.7487 2020-10-23 22:33:06,305 - mmaction - INFO - Epoch [20][200/1712] lr: 1.000e-02, eta: 2 days, 0:16:21, time: 1.170, data_time: 0.003, memory: 5822, loss_cls: 3.3096, loss: 3.3096, grad_norm: 2.7632 2020-10-23 22:33:29,526 - mmaction - INFO - Epoch [20][220/1712] lr: 1.000e-02, eta: 2 days, 0:15:48, time: 1.167, data_time: 0.016, memory: 5822, loss_cls: 3.3734, loss: 3.3734, grad_norm: 2.8393 2020-10-23 22:33:52,629 - mmaction - INFO - Epoch [20][240/1712] lr: 1.000e-02, eta: 2 days, 0:15:14, time: 1.146, data_time: 0.007, memory: 5822, loss_cls: 3.3242, loss: 3.3242, grad_norm: 2.8292 2020-10-23 22:34:14,970 - mmaction - INFO - Epoch [20][260/1712] lr: 1.000e-02, eta: 2 days, 0:14:38, time: 1.126, data_time: 0.018, memory: 5822, loss_cls: 3.3699, loss: 3.3699, grad_norm: 2.8116 2020-10-23 22:34:36,824 - mmaction - INFO - Epoch [20][280/1712] lr: 1.000e-02, eta: 2 days, 0:13:59, time: 1.095, data_time: 0.007, memory: 5822, loss_cls: 3.2943, loss: 3.2943, grad_norm: 2.7692 2020-10-23 22:35:00,368 - mmaction - INFO - Epoch [20][300/1712] lr: 1.000e-02, eta: 2 days, 0:13:27, time: 1.166, data_time: 0.004, memory: 5822, loss_cls: 3.3096, loss: 3.3096, grad_norm: 2.8540 2020-10-23 22:35:23,196 - mmaction - INFO - Epoch [20][320/1712] lr: 1.000e-02, eta: 2 days, 0:12:53, time: 1.149, data_time: 0.018, memory: 5822, loss_cls: 3.3483, loss: 3.3483, grad_norm: 2.7892 2020-10-23 22:35:46,178 - mmaction - INFO - Epoch [20][340/1712] lr: 1.000e-02, eta: 2 days, 0:12:19, time: 1.153, data_time: 0.006, memory: 5822, loss_cls: 3.3733, loss: 3.3733, grad_norm: 2.8315 2020-10-23 22:36:09,057 - mmaction - INFO - Epoch [20][360/1712] lr: 1.000e-02, eta: 2 days, 0:11:44, time: 1.142, data_time: 0.004, memory: 5822, loss_cls: 3.2960, loss: 3.2960, grad_norm: 2.8221 2020-10-23 22:36:31,837 - mmaction - INFO - Epoch [20][380/1712] lr: 1.000e-02, eta: 2 days, 0:11:09, time: 1.132, data_time: 0.007, memory: 5822, loss_cls: 3.3467, loss: 3.3467, grad_norm: 2.8153 2020-10-23 22:36:54,432 - mmaction - INFO - Epoch [20][400/1712] lr: 1.000e-02, eta: 2 days, 0:10:34, time: 1.138, data_time: 0.011, memory: 5822, loss_cls: 3.2755, loss: 3.2755, grad_norm: 2.7727 2020-10-23 22:37:17,526 - mmaction - INFO - Epoch [20][420/1712] lr: 1.000e-02, eta: 2 days, 0:10:01, time: 1.156, data_time: 0.006, memory: 5822, loss_cls: 3.3127, loss: 3.3127, grad_norm: 2.7403 2020-10-23 22:37:40,883 - mmaction - INFO - Epoch [20][440/1712] lr: 1.000e-02, eta: 2 days, 0:09:28, time: 1.163, data_time: 0.002, memory: 5822, loss_cls: 3.3390, loss: 3.3390, grad_norm: 2.8033 2020-10-23 22:38:03,087 - mmaction - INFO - Epoch [20][460/1712] lr: 1.000e-02, eta: 2 days, 0:08:51, time: 1.110, data_time: 0.010, memory: 5822, loss_cls: 3.3314, loss: 3.3314, grad_norm: 2.8057 2020-10-23 22:38:26,342 - mmaction - INFO - Epoch [20][480/1712] lr: 1.000e-02, eta: 2 days, 0:08:19, time: 1.167, data_time: 0.008, memory: 5822, loss_cls: 3.3043, loss: 3.3043, grad_norm: 2.7598 2020-10-23 22:38:50,139 - mmaction - INFO - Epoch [20][500/1712] lr: 1.000e-02, eta: 2 days, 0:07:48, time: 1.189, data_time: 0.002, memory: 5822, loss_cls: 3.3153, loss: 3.3153, grad_norm: 2.7908 2020-10-23 22:39:12,141 - mmaction - INFO - Epoch [20][520/1712] lr: 1.000e-02, eta: 2 days, 0:07:10, time: 1.096, data_time: 0.009, memory: 5822, loss_cls: 3.3252, loss: 3.3252, grad_norm: 2.7842 2020-10-23 22:39:35,436 - mmaction - INFO - Epoch [20][540/1712] lr: 1.000e-02, eta: 2 days, 0:06:38, time: 1.169, data_time: 0.014, memory: 5822, loss_cls: 3.3422, loss: 3.3422, grad_norm: 2.8604 2020-10-23 22:39:58,370 - mmaction - INFO - Epoch [20][560/1712] lr: 1.000e-02, eta: 2 days, 0:06:04, time: 1.146, data_time: 0.008, memory: 5822, loss_cls: 3.3653, loss: 3.3653, grad_norm: 2.8109 2020-10-23 22:40:21,445 - mmaction - INFO - Epoch [20][580/1712] lr: 1.000e-02, eta: 2 days, 0:05:30, time: 1.155, data_time: 0.011, memory: 5822, loss_cls: 3.3783, loss: 3.3783, grad_norm: 2.8276 2020-10-23 22:40:44,731 - mmaction - INFO - Epoch [20][600/1712] lr: 1.000e-02, eta: 2 days, 0:04:57, time: 1.161, data_time: 0.007, memory: 5822, loss_cls: 3.3259, loss: 3.3259, grad_norm: 2.7352 2020-10-23 22:41:07,693 - mmaction - INFO - Epoch [20][620/1712] lr: 1.000e-02, eta: 2 days, 0:04:24, time: 1.148, data_time: 0.009, memory: 5822, loss_cls: 3.3210, loss: 3.3210, grad_norm: 2.7813 2020-10-23 22:41:30,558 - mmaction - INFO - Epoch [20][640/1712] lr: 1.000e-02, eta: 2 days, 0:03:50, time: 1.147, data_time: 0.007, memory: 5822, loss_cls: 3.3572, loss: 3.3572, grad_norm: 2.8394 2020-10-23 22:41:53,917 - mmaction - INFO - Epoch [20][660/1712] lr: 1.000e-02, eta: 2 days, 0:03:18, time: 1.169, data_time: 0.002, memory: 5822, loss_cls: 3.3116, loss: 3.3116, grad_norm: 2.8236 2020-10-23 22:42:17,522 - mmaction - INFO - Epoch [20][680/1712] lr: 1.000e-02, eta: 2 days, 0:02:46, time: 1.178, data_time: 0.003, memory: 5822, loss_cls: 3.3141, loss: 3.3141, grad_norm: 2.7411 2020-10-23 22:42:40,654 - mmaction - INFO - Epoch [20][700/1712] lr: 1.000e-02, eta: 2 days, 0:02:13, time: 1.155, data_time: 0.004, memory: 5822, loss_cls: 3.3464, loss: 3.3464, grad_norm: 2.7933 2020-10-23 22:43:03,590 - mmaction - INFO - Epoch [20][720/1712] lr: 1.000e-02, eta: 2 days, 0:01:39, time: 1.150, data_time: 0.009, memory: 5822, loss_cls: 3.3066, loss: 3.3066, grad_norm: 2.7885 2020-10-23 22:43:26,317 - mmaction - INFO - Epoch [20][740/1712] lr: 1.000e-02, eta: 2 days, 0:01:04, time: 1.136, data_time: 0.004, memory: 5822, loss_cls: 3.3037, loss: 3.3037, grad_norm: 2.7625 2020-10-23 22:43:49,752 - mmaction - INFO - Epoch [20][760/1712] lr: 1.000e-02, eta: 2 days, 0:00:33, time: 1.170, data_time: 0.005, memory: 5822, loss_cls: 3.3271, loss: 3.3271, grad_norm: 2.8131 2020-10-23 22:44:12,831 - mmaction - INFO - Epoch [20][780/1712] lr: 1.000e-02, eta: 1 day, 23:59:59, time: 1.156, data_time: 0.007, memory: 5822, loss_cls: 3.3166, loss: 3.3166, grad_norm: 2.7948 2020-10-23 22:44:35,163 - mmaction - INFO - Epoch [20][800/1712] lr: 1.000e-02, eta: 1 day, 23:59:23, time: 1.114, data_time: 0.001, memory: 5822, loss_cls: 3.3067, loss: 3.3067, grad_norm: 2.8049 2020-10-23 22:44:58,191 - mmaction - INFO - Epoch [20][820/1712] lr: 1.000e-02, eta: 1 day, 23:58:49, time: 1.152, data_time: 0.005, memory: 5822, loss_cls: 3.3278, loss: 3.3278, grad_norm: 2.8398 2020-10-23 22:45:21,599 - mmaction - INFO - Epoch [20][840/1712] lr: 1.000e-02, eta: 1 day, 23:58:18, time: 1.170, data_time: 0.007, memory: 5822, loss_cls: 3.2944, loss: 3.2944, grad_norm: 2.7646 2020-10-23 22:45:44,358 - mmaction - INFO - Epoch [20][860/1712] lr: 1.000e-02, eta: 1 day, 23:57:43, time: 1.140, data_time: 0.008, memory: 5822, loss_cls: 3.3182, loss: 3.3182, grad_norm: 2.8299 2020-10-23 22:46:07,730 - mmaction - INFO - Epoch [20][880/1712] lr: 1.000e-02, eta: 1 day, 23:57:11, time: 1.169, data_time: 0.004, memory: 5822, loss_cls: 3.3118, loss: 3.3118, grad_norm: 2.8196 2020-10-23 22:46:30,290 - mmaction - INFO - Epoch [20][900/1712] lr: 1.000e-02, eta: 1 day, 23:56:36, time: 1.128, data_time: 0.005, memory: 5822, loss_cls: 3.2623, loss: 3.2623, grad_norm: 2.7603 2020-10-23 22:46:54,024 - mmaction - INFO - Epoch [20][920/1712] lr: 1.000e-02, eta: 1 day, 23:56:05, time: 1.184, data_time: 0.006, memory: 5822, loss_cls: 3.3887, loss: 3.3887, grad_norm: 2.8369 2020-10-23 22:47:17,647 - mmaction - INFO - Epoch [20][940/1712] lr: 1.000e-02, eta: 1 day, 23:55:34, time: 1.183, data_time: 0.010, memory: 5822, loss_cls: 3.3446, loss: 3.3446, grad_norm: 2.8274 2020-10-23 22:47:39,550 - mmaction - INFO - Epoch [20][960/1712] lr: 1.000e-02, eta: 1 day, 23:54:56, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.3222, loss: 3.3222, grad_norm: 2.8493 2020-10-23 22:48:02,442 - mmaction - INFO - Epoch [20][980/1712] lr: 1.000e-02, eta: 1 day, 23:54:22, time: 1.145, data_time: 0.011, memory: 5822, loss_cls: 3.3925, loss: 3.3925, grad_norm: 2.8627 2020-10-23 22:48:26,440 - mmaction - INFO - Epoch [20][1000/1712] lr: 1.000e-02, eta: 1 day, 23:53:53, time: 1.203, data_time: 0.005, memory: 5822, loss_cls: 3.4061, loss: 3.4061, grad_norm: 2.8719 2020-10-23 22:48:50,629 - mmaction - INFO - Epoch [20][1020/1712] lr: 1.000e-02, eta: 1 day, 23:53:24, time: 1.208, data_time: 0.002, memory: 5822, loss_cls: 3.3645, loss: 3.3645, grad_norm: 2.8569 2020-10-23 22:49:13,882 - mmaction - INFO - Epoch [20][1040/1712] lr: 1.000e-02, eta: 1 day, 23:52:52, time: 1.163, data_time: 0.005, memory: 5822, loss_cls: 3.3017, loss: 3.3017, grad_norm: 2.8567 2020-10-23 22:49:37,173 - mmaction - INFO - Epoch [20][1060/1712] lr: 1.000e-02, eta: 1 day, 23:52:20, time: 1.163, data_time: 0.012, memory: 5822, loss_cls: 3.3630, loss: 3.3630, grad_norm: 2.8774 2020-10-23 22:50:00,651 - mmaction - INFO - Epoch [20][1080/1712] lr: 1.000e-02, eta: 1 day, 23:51:48, time: 1.175, data_time: 0.005, memory: 5822, loss_cls: 3.3144, loss: 3.3144, grad_norm: 2.8095 2020-10-23 22:50:23,845 - mmaction - INFO - Epoch [20][1100/1712] lr: 1.000e-02, eta: 1 day, 23:51:16, time: 1.160, data_time: 0.003, memory: 5822, loss_cls: 3.3618, loss: 3.3618, grad_norm: 2.8157 2020-10-23 22:50:47,469 - mmaction - INFO - Epoch [20][1120/1712] lr: 1.000e-02, eta: 1 day, 23:50:45, time: 1.182, data_time: 0.001, memory: 5822, loss_cls: 3.3464, loss: 3.3464, grad_norm: 2.7714 2020-10-23 22:51:10,784 - mmaction - INFO - Epoch [20][1140/1712] lr: 1.000e-02, eta: 1 day, 23:50:12, time: 1.155, data_time: 0.005, memory: 5822, loss_cls: 3.3754, loss: 3.3754, grad_norm: 2.7983 2020-10-23 22:51:33,879 - mmaction - INFO - Epoch [20][1160/1712] lr: 1.000e-02, eta: 1 day, 23:49:40, time: 1.164, data_time: 0.016, memory: 5822, loss_cls: 3.3726, loss: 3.3726, grad_norm: 2.7968 2020-10-23 22:51:57,064 - mmaction - INFO - Epoch [20][1180/1712] lr: 1.000e-02, eta: 1 day, 23:49:07, time: 1.159, data_time: 0.003, memory: 5822, loss_cls: 3.3188, loss: 3.3188, grad_norm: 2.8083 2020-10-23 22:52:20,497 - mmaction - INFO - Epoch [20][1200/1712] lr: 1.000e-02, eta: 1 day, 23:48:35, time: 1.169, data_time: 0.002, memory: 5822, loss_cls: 3.3532, loss: 3.3532, grad_norm: 2.8311 2020-10-23 22:52:44,269 - mmaction - INFO - Epoch [20][1220/1712] lr: 1.000e-02, eta: 1 day, 23:48:05, time: 1.189, data_time: 0.007, memory: 5822, loss_cls: 3.3429, loss: 3.3429, grad_norm: 2.7804 2020-10-23 22:53:07,550 - mmaction - INFO - Epoch [20][1240/1712] lr: 1.000e-02, eta: 1 day, 23:47:33, time: 1.165, data_time: 0.006, memory: 5822, loss_cls: 3.3541, loss: 3.3541, grad_norm: 2.8759 2020-10-23 22:53:30,526 - mmaction - INFO - Epoch [20][1260/1712] lr: 1.000e-02, eta: 1 day, 23:46:59, time: 1.149, data_time: 0.007, memory: 5822, loss_cls: 3.3345, loss: 3.3345, grad_norm: 2.8004 2020-10-23 22:53:53,582 - mmaction - INFO - Epoch [20][1280/1712] lr: 1.000e-02, eta: 1 day, 23:46:26, time: 1.154, data_time: 0.002, memory: 5822, loss_cls: 3.3393, loss: 3.3393, grad_norm: 2.8200 2020-10-23 22:54:16,649 - mmaction - INFO - Epoch [20][1300/1712] lr: 1.000e-02, eta: 1 day, 23:45:53, time: 1.151, data_time: 0.007, memory: 5822, loss_cls: 3.3424, loss: 3.3424, grad_norm: 2.7745 2020-10-23 22:54:40,361 - mmaction - INFO - Epoch [20][1320/1712] lr: 1.000e-02, eta: 1 day, 23:45:23, time: 1.184, data_time: 0.005, memory: 5822, loss_cls: 3.2872, loss: 3.2872, grad_norm: 2.7340 2020-10-23 22:55:03,096 - mmaction - INFO - Epoch [20][1340/1712] lr: 1.000e-02, eta: 1 day, 23:44:49, time: 1.141, data_time: 0.007, memory: 5822, loss_cls: 3.3050, loss: 3.3050, grad_norm: 2.7427 2020-10-23 22:55:25,951 - mmaction - INFO - Epoch [20][1360/1712] lr: 1.000e-02, eta: 1 day, 23:44:14, time: 1.135, data_time: 0.002, memory: 5822, loss_cls: 3.3681, loss: 3.3681, grad_norm: 2.8273 2020-10-23 22:55:48,835 - mmaction - INFO - Epoch [20][1380/1712] lr: 1.000e-02, eta: 1 day, 23:43:41, time: 1.151, data_time: 0.011, memory: 5822, loss_cls: 3.2812, loss: 3.2812, grad_norm: 2.7690 2020-10-23 22:56:12,199 - mmaction - INFO - Epoch [20][1400/1712] lr: 1.000e-02, eta: 1 day, 23:43:09, time: 1.167, data_time: 0.003, memory: 5822, loss_cls: 3.2768, loss: 3.2768, grad_norm: 2.7802 2020-10-23 22:56:34,614 - mmaction - INFO - Epoch [20][1420/1712] lr: 1.000e-02, eta: 1 day, 23:42:34, time: 1.120, data_time: 0.007, memory: 5822, loss_cls: 3.3461, loss: 3.3461, grad_norm: 2.8041 2020-10-23 22:56:57,370 - mmaction - INFO - Epoch [20][1440/1712] lr: 1.000e-02, eta: 1 day, 23:42:00, time: 1.140, data_time: 0.006, memory: 5822, loss_cls: 3.3725, loss: 3.3725, grad_norm: 2.8156 2020-10-23 22:57:20,671 - mmaction - INFO - Epoch [20][1460/1712] lr: 1.000e-02, eta: 1 day, 23:41:27, time: 1.164, data_time: 0.004, memory: 5822, loss_cls: 3.3778, loss: 3.3778, grad_norm: 2.8011 2020-10-23 22:57:43,512 - mmaction - INFO - Epoch [20][1480/1712] lr: 1.000e-02, eta: 1 day, 23:40:54, time: 1.141, data_time: 0.011, memory: 5822, loss_cls: 3.3323, loss: 3.3323, grad_norm: 2.8055 2020-10-23 22:58:06,215 - mmaction - INFO - Epoch [20][1500/1712] lr: 1.000e-02, eta: 1 day, 23:40:19, time: 1.137, data_time: 0.009, memory: 5822, loss_cls: 3.4114, loss: 3.4114, grad_norm: 2.7883 2020-10-23 22:58:29,936 - mmaction - INFO - Epoch [20][1520/1712] lr: 1.000e-02, eta: 1 day, 23:39:49, time: 1.184, data_time: 0.005, memory: 5822, loss_cls: 3.3266, loss: 3.3266, grad_norm: 2.8309 2020-10-23 22:58:52,703 - mmaction - INFO - Epoch [20][1540/1712] lr: 1.000e-02, eta: 1 day, 23:39:15, time: 1.140, data_time: 0.003, memory: 5822, loss_cls: 3.3422, loss: 3.3422, grad_norm: 2.7786 2020-10-23 22:59:15,377 - mmaction - INFO - Epoch [20][1560/1712] lr: 1.000e-02, eta: 1 day, 23:38:40, time: 1.132, data_time: 0.003, memory: 5822, loss_cls: 3.3426, loss: 3.3426, grad_norm: 2.8826 2020-10-23 22:59:38,213 - mmaction - INFO - Epoch [20][1580/1712] lr: 1.000e-02, eta: 1 day, 23:38:06, time: 1.139, data_time: 0.005, memory: 5822, loss_cls: 3.2785, loss: 3.2785, grad_norm: 2.8168 2020-10-23 23:00:01,222 - mmaction - INFO - Epoch [20][1600/1712] lr: 1.000e-02, eta: 1 day, 23:37:33, time: 1.153, data_time: 0.009, memory: 5822, loss_cls: 3.2547, loss: 3.2547, grad_norm: 2.7411 2020-10-23 23:00:24,689 - mmaction - INFO - Epoch [20][1620/1712] lr: 1.000e-02, eta: 1 day, 23:37:02, time: 1.174, data_time: 0.004, memory: 5822, loss_cls: 3.3585, loss: 3.3585, grad_norm: 2.8343 2020-10-23 23:00:47,350 - mmaction - INFO - Epoch [20][1640/1712] lr: 1.000e-02, eta: 1 day, 23:36:28, time: 1.134, data_time: 0.003, memory: 5822, loss_cls: 3.3563, loss: 3.3563, grad_norm: 2.8437 2020-10-23 23:01:10,583 - mmaction - INFO - Epoch [20][1660/1712] lr: 1.000e-02, eta: 1 day, 23:35:56, time: 1.161, data_time: 0.002, memory: 5822, loss_cls: 3.3284, loss: 3.3284, grad_norm: 2.7843 2020-10-23 23:01:33,745 - mmaction - INFO - Epoch [20][1680/1712] lr: 1.000e-02, eta: 1 day, 23:35:23, time: 1.154, data_time: 0.002, memory: 5822, loss_cls: 3.3403, loss: 3.3403, grad_norm: 2.8478 2020-10-23 23:01:56,864 - mmaction - INFO - Epoch [20][1700/1712] lr: 1.000e-02, eta: 1 day, 23:34:51, time: 1.160, data_time: 0.012, memory: 5822, loss_cls: 3.3153, loss: 3.3153, grad_norm: 2.8364 2020-10-23 23:02:11,084 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-23 23:05:24,055 - mmaction - INFO - Epoch [21][20/1712] lr: 1.000e-02, eta: 1 day, 23:33:44, time: 1.673, data_time: 1.108, memory: 5822, loss_cls: 3.2552, loss: 3.2552, grad_norm: 2.7401 2020-10-23 23:05:47,217 - mmaction - INFO - Epoch [21][40/1712] lr: 1.000e-02, eta: 1 day, 23:33:12, time: 1.160, data_time: 0.562, memory: 5822, loss_cls: 3.2889, loss: 3.2889, grad_norm: 2.7809 2020-10-23 23:06:09,862 - mmaction - INFO - Epoch [21][60/1712] lr: 1.000e-02, eta: 1 day, 23:32:38, time: 1.133, data_time: 0.528, memory: 5822, loss_cls: 3.3570, loss: 3.3570, grad_norm: 2.7799 2020-10-23 23:06:33,398 - mmaction - INFO - Epoch [21][80/1712] lr: 1.000e-02, eta: 1 day, 23:32:07, time: 1.175, data_time: 0.354, memory: 5822, loss_cls: 3.3474, loss: 3.3474, grad_norm: 2.7467 2020-10-23 23:06:57,818 - mmaction - INFO - Epoch [21][100/1712] lr: 1.000e-02, eta: 1 day, 23:31:40, time: 1.224, data_time: 0.252, memory: 5822, loss_cls: 3.2920, loss: 3.2920, grad_norm: 2.7639 2020-10-23 23:07:21,622 - mmaction - INFO - Epoch [21][120/1712] lr: 1.000e-02, eta: 1 day, 23:31:10, time: 1.188, data_time: 0.144, memory: 5822, loss_cls: 3.3404, loss: 3.3404, grad_norm: 2.7990 2020-10-23 23:07:45,454 - mmaction - INFO - Epoch [21][140/1712] lr: 1.000e-02, eta: 1 day, 23:30:40, time: 1.196, data_time: 0.011, memory: 5822, loss_cls: 3.3073, loss: 3.3073, grad_norm: 2.8499 2020-10-23 23:08:07,746 - mmaction - INFO - Epoch [21][160/1712] lr: 1.000e-02, eta: 1 day, 23:30:04, time: 1.113, data_time: 0.005, memory: 5822, loss_cls: 3.3524, loss: 3.3524, grad_norm: 2.8589 2020-10-23 23:08:31,556 - mmaction - INFO - Epoch [21][180/1712] lr: 1.000e-02, eta: 1 day, 23:29:34, time: 1.187, data_time: 0.003, memory: 5822, loss_cls: 3.2808, loss: 3.2808, grad_norm: 2.8257 2020-10-23 23:08:54,864 - mmaction - INFO - Epoch [21][200/1712] lr: 1.000e-02, eta: 1 day, 23:29:03, time: 1.167, data_time: 0.007, memory: 5822, loss_cls: 3.2858, loss: 3.2858, grad_norm: 2.7679 2020-10-23 23:09:16,918 - mmaction - INFO - Epoch [21][220/1712] lr: 1.000e-02, eta: 1 day, 23:28:26, time: 1.106, data_time: 0.010, memory: 5822, loss_cls: 3.3871, loss: 3.3871, grad_norm: 2.8939 2020-10-23 23:09:40,294 - mmaction - INFO - Epoch [21][240/1712] lr: 1.000e-02, eta: 1 day, 23:27:55, time: 1.168, data_time: 0.005, memory: 5822, loss_cls: 3.3286, loss: 3.3286, grad_norm: 2.8115 2020-10-23 23:10:02,955 - mmaction - INFO - Epoch [21][260/1712] lr: 1.000e-02, eta: 1 day, 23:27:21, time: 1.134, data_time: 0.003, memory: 5822, loss_cls: 3.3075, loss: 3.3075, grad_norm: 2.8175 2020-10-23 23:10:25,947 - mmaction - INFO - Epoch [21][280/1712] lr: 1.000e-02, eta: 1 day, 23:26:47, time: 1.145, data_time: 0.002, memory: 5822, loss_cls: 3.3421, loss: 3.3421, grad_norm: 2.8911 2020-10-23 23:10:49,222 - mmaction - INFO - Epoch [21][300/1712] lr: 1.000e-02, eta: 1 day, 23:26:15, time: 1.164, data_time: 0.008, memory: 5822, loss_cls: 3.3351, loss: 3.3351, grad_norm: 2.8124 2020-10-23 23:11:12,063 - mmaction - INFO - Epoch [21][320/1712] lr: 1.000e-02, eta: 1 day, 23:25:42, time: 1.138, data_time: 0.010, memory: 5822, loss_cls: 3.2933, loss: 3.2933, grad_norm: 2.7483 2020-10-23 23:11:35,808 - mmaction - INFO - Epoch [21][340/1712] lr: 1.000e-02, eta: 1 day, 23:25:12, time: 1.196, data_time: 0.014, memory: 5822, loss_cls: 3.2925, loss: 3.2925, grad_norm: 2.8002 2020-10-23 23:11:58,951 - mmaction - INFO - Epoch [21][360/1712] lr: 1.000e-02, eta: 1 day, 23:24:40, time: 1.159, data_time: 0.005, memory: 5822, loss_cls: 3.3189, loss: 3.3189, grad_norm: 2.8367 2020-10-23 23:12:22,287 - mmaction - INFO - Epoch [21][380/1712] lr: 1.000e-02, eta: 1 day, 23:24:08, time: 1.162, data_time: 0.003, memory: 5822, loss_cls: 3.3270, loss: 3.3270, grad_norm: 2.8303 2020-10-23 23:12:45,151 - mmaction - INFO - Epoch [21][400/1712] lr: 1.000e-02, eta: 1 day, 23:23:35, time: 1.138, data_time: 0.010, memory: 5822, loss_cls: 3.3801, loss: 3.3801, grad_norm: 2.9461 2020-10-23 23:13:07,769 - mmaction - INFO - Epoch [21][420/1712] lr: 1.000e-02, eta: 1 day, 23:23:01, time: 1.136, data_time: 0.013, memory: 5822, loss_cls: 3.3738, loss: 3.3738, grad_norm: 2.8529 2020-10-23 23:13:31,098 - mmaction - INFO - Epoch [21][440/1712] lr: 1.000e-02, eta: 1 day, 23:22:29, time: 1.168, data_time: 0.012, memory: 5822, loss_cls: 3.3092, loss: 3.3092, grad_norm: 2.8288 2020-10-23 23:13:54,005 - mmaction - INFO - Epoch [21][460/1712] lr: 1.000e-02, eta: 1 day, 23:21:56, time: 1.146, data_time: 0.006, memory: 5822, loss_cls: 3.3514, loss: 3.3514, grad_norm: 2.7565 2020-10-23 23:14:17,507 - mmaction - INFO - Epoch [21][480/1712] lr: 1.000e-02, eta: 1 day, 23:21:25, time: 1.173, data_time: 0.006, memory: 5822, loss_cls: 3.2878, loss: 3.2878, grad_norm: 2.8017 2020-10-23 23:14:40,139 - mmaction - INFO - Epoch [21][500/1712] lr: 1.000e-02, eta: 1 day, 23:20:51, time: 1.137, data_time: 0.011, memory: 5822, loss_cls: 3.3398, loss: 3.3398, grad_norm: 2.8144 2020-10-23 23:15:03,075 - mmaction - INFO - Epoch [21][520/1712] lr: 1.000e-02, eta: 1 day, 23:20:18, time: 1.147, data_time: 0.005, memory: 5822, loss_cls: 3.3184, loss: 3.3184, grad_norm: 2.7652 2020-10-23 23:15:26,420 - mmaction - INFO - Epoch [21][540/1712] lr: 1.000e-02, eta: 1 day, 23:19:47, time: 1.166, data_time: 0.004, memory: 5822, loss_cls: 3.3051, loss: 3.3051, grad_norm: 2.7484 2020-10-23 23:15:48,756 - mmaction - INFO - Epoch [21][560/1712] lr: 1.000e-02, eta: 1 day, 23:19:11, time: 1.117, data_time: 0.003, memory: 5822, loss_cls: 3.2882, loss: 3.2882, grad_norm: 2.7760 2020-10-23 23:16:11,768 - mmaction - INFO - Epoch [21][580/1712] lr: 1.000e-02, eta: 1 day, 23:18:39, time: 1.152, data_time: 0.003, memory: 5822, loss_cls: 3.2616, loss: 3.2616, grad_norm: 2.8074 2020-10-23 23:16:34,858 - mmaction - INFO - Epoch [21][600/1712] lr: 1.000e-02, eta: 1 day, 23:18:06, time: 1.148, data_time: 0.004, memory: 5822, loss_cls: 3.3077, loss: 3.3077, grad_norm: 2.8296 2020-10-23 23:16:57,223 - mmaction - INFO - Epoch [21][620/1712] lr: 1.000e-02, eta: 1 day, 23:17:31, time: 1.124, data_time: 0.012, memory: 5822, loss_cls: 3.3465, loss: 3.3465, grad_norm: 2.8191 2020-10-23 23:17:20,612 - mmaction - INFO - Epoch [21][640/1712] lr: 1.000e-02, eta: 1 day, 23:17:00, time: 1.169, data_time: 0.002, memory: 5822, loss_cls: 3.3101, loss: 3.3101, grad_norm: 2.7625 2020-10-23 23:17:42,851 - mmaction - INFO - Epoch [21][660/1712] lr: 1.000e-02, eta: 1 day, 23:16:25, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 3.3233, loss: 3.3233, grad_norm: 2.8384 2020-10-23 23:18:05,792 - mmaction - INFO - Epoch [21][680/1712] lr: 1.000e-02, eta: 1 day, 23:15:51, time: 1.140, data_time: 0.003, memory: 5822, loss_cls: 3.2981, loss: 3.2981, grad_norm: 2.8449 2020-10-23 23:18:28,412 - mmaction - INFO - Epoch [21][700/1712] lr: 1.000e-02, eta: 1 day, 23:15:17, time: 1.138, data_time: 0.013, memory: 5822, loss_cls: 3.3122, loss: 3.3122, grad_norm: 2.8301 2020-10-23 23:18:51,329 - mmaction - INFO - Epoch [21][720/1712] lr: 1.000e-02, eta: 1 day, 23:14:45, time: 1.147, data_time: 0.003, memory: 5822, loss_cls: 3.3336, loss: 3.3336, grad_norm: 2.8585 2020-10-23 23:19:14,390 - mmaction - INFO - Epoch [21][740/1712] lr: 1.000e-02, eta: 1 day, 23:14:12, time: 1.153, data_time: 0.005, memory: 5822, loss_cls: 3.3362, loss: 3.3362, grad_norm: 2.8437 2020-10-23 23:19:37,413 - mmaction - INFO - Epoch [21][760/1712] lr: 1.000e-02, eta: 1 day, 23:13:40, time: 1.151, data_time: 0.005, memory: 5822, loss_cls: 3.3806, loss: 3.3806, grad_norm: 2.8857 2020-10-23 23:20:00,104 - mmaction - INFO - Epoch [21][780/1712] lr: 1.000e-02, eta: 1 day, 23:13:06, time: 1.135, data_time: 0.001, memory: 5822, loss_cls: 3.2619, loss: 3.2619, grad_norm: 2.7428 2020-10-23 23:20:21,764 - mmaction - INFO - Epoch [21][800/1712] lr: 1.000e-02, eta: 1 day, 23:12:28, time: 1.082, data_time: 0.001, memory: 5822, loss_cls: 3.3966, loss: 3.3966, grad_norm: 2.8911 2020-10-23 23:20:44,924 - mmaction - INFO - Epoch [21][820/1712] lr: 1.000e-02, eta: 1 day, 23:11:56, time: 1.153, data_time: 0.003, memory: 5822, loss_cls: 3.3454, loss: 3.3454, grad_norm: 2.8060 2020-10-23 23:21:07,372 - mmaction - INFO - Epoch [21][840/1712] lr: 1.000e-02, eta: 1 day, 23:11:20, time: 1.119, data_time: 0.013, memory: 5822, loss_cls: 3.3527, loss: 3.3527, grad_norm: 2.8655 2020-10-23 23:21:31,095 - mmaction - INFO - Epoch [21][860/1712] lr: 1.000e-02, eta: 1 day, 23:10:52, time: 1.197, data_time: 0.013, memory: 5822, loss_cls: 3.3207, loss: 3.3207, grad_norm: 2.8231 2020-10-23 23:21:53,867 - mmaction - INFO - Epoch [21][880/1712] lr: 1.000e-02, eta: 1 day, 23:10:18, time: 1.136, data_time: 0.007, memory: 5822, loss_cls: 3.3555, loss: 3.3555, grad_norm: 2.9017 2020-10-23 23:22:17,000 - mmaction - INFO - Epoch [21][900/1712] lr: 1.000e-02, eta: 1 day, 23:09:46, time: 1.157, data_time: 0.007, memory: 5822, loss_cls: 3.3511, loss: 3.3511, grad_norm: 2.8240 2020-10-23 23:22:39,689 - mmaction - INFO - Epoch [21][920/1712] lr: 1.000e-02, eta: 1 day, 23:09:12, time: 1.131, data_time: 0.012, memory: 5822, loss_cls: 3.3408, loss: 3.3408, grad_norm: 2.9161 2020-10-23 23:23:02,564 - mmaction - INFO - Epoch [21][940/1712] lr: 1.000e-02, eta: 1 day, 23:08:39, time: 1.147, data_time: 0.007, memory: 5822, loss_cls: 3.3047, loss: 3.3047, grad_norm: 2.7946 2020-10-23 23:23:25,853 - mmaction - INFO - Epoch [21][960/1712] lr: 1.000e-02, eta: 1 day, 23:08:07, time: 1.161, data_time: 0.008, memory: 5822, loss_cls: 3.3394, loss: 3.3394, grad_norm: 2.8341 2020-10-23 23:23:48,667 - mmaction - INFO - Epoch [21][980/1712] lr: 1.000e-02, eta: 1 day, 23:07:34, time: 1.134, data_time: 0.007, memory: 5822, loss_cls: 3.3259, loss: 3.3259, grad_norm: 2.7565 2020-10-23 23:24:11,641 - mmaction - INFO - Epoch [21][1000/1712] lr: 1.000e-02, eta: 1 day, 23:07:02, time: 1.157, data_time: 0.017, memory: 5822, loss_cls: 3.3365, loss: 3.3365, grad_norm: 2.8424 2020-10-23 23:24:34,719 - mmaction - INFO - Epoch [21][1020/1712] lr: 1.000e-02, eta: 1 day, 23:06:30, time: 1.157, data_time: 0.007, memory: 5822, loss_cls: 3.3219, loss: 3.3219, grad_norm: 2.8546 2020-10-23 23:24:58,521 - mmaction - INFO - Epoch [21][1040/1712] lr: 1.000e-02, eta: 1 day, 23:06:00, time: 1.189, data_time: 0.003, memory: 5822, loss_cls: 3.3021, loss: 3.3021, grad_norm: 2.8909 2020-10-23 23:25:21,673 - mmaction - INFO - Epoch [21][1060/1712] lr: 1.000e-02, eta: 1 day, 23:05:29, time: 1.157, data_time: 0.007, memory: 5822, loss_cls: 3.2830, loss: 3.2830, grad_norm: 2.8161 2020-10-23 23:25:43,905 - mmaction - INFO - Epoch [21][1080/1712] lr: 1.000e-02, eta: 1 day, 23:04:53, time: 1.111, data_time: 0.009, memory: 5822, loss_cls: 3.3215, loss: 3.3215, grad_norm: 2.8768 2020-10-23 23:26:06,976 - mmaction - INFO - Epoch [21][1100/1712] lr: 1.000e-02, eta: 1 day, 23:04:21, time: 1.154, data_time: 0.008, memory: 5822, loss_cls: 3.3814, loss: 3.3814, grad_norm: 2.8591 2020-10-23 23:26:29,594 - mmaction - INFO - Epoch [21][1120/1712] lr: 1.000e-02, eta: 1 day, 23:03:47, time: 1.132, data_time: 0.005, memory: 5822, loss_cls: 3.3045, loss: 3.3045, grad_norm: 2.8371 2020-10-23 23:26:52,287 - mmaction - INFO - Epoch [21][1140/1712] lr: 1.000e-02, eta: 1 day, 23:03:13, time: 1.133, data_time: 0.002, memory: 5822, loss_cls: 3.3421, loss: 3.3421, grad_norm: 2.8122 2020-10-23 23:27:14,975 - mmaction - INFO - Epoch [21][1160/1712] lr: 1.000e-02, eta: 1 day, 23:02:40, time: 1.136, data_time: 0.008, memory: 5822, loss_cls: 3.3467, loss: 3.3467, grad_norm: 2.8623 2020-10-23 23:27:37,906 - mmaction - INFO - Epoch [21][1180/1712] lr: 1.000e-02, eta: 1 day, 23:02:07, time: 1.145, data_time: 0.003, memory: 5822, loss_cls: 3.3155, loss: 3.3155, grad_norm: 2.8442 2020-10-23 23:28:00,975 - mmaction - INFO - Epoch [21][1200/1712] lr: 1.000e-02, eta: 1 day, 23:01:35, time: 1.154, data_time: 0.007, memory: 5822, loss_cls: 3.3123, loss: 3.3123, grad_norm: 2.8665 2020-10-23 23:28:23,661 - mmaction - INFO - Epoch [21][1220/1712] lr: 1.000e-02, eta: 1 day, 23:01:02, time: 1.135, data_time: 0.002, memory: 5822, loss_cls: 3.3458, loss: 3.3458, grad_norm: 2.8644 2020-10-23 23:28:46,995 - mmaction - INFO - Epoch [21][1240/1712] lr: 1.000e-02, eta: 1 day, 23:00:30, time: 1.152, data_time: 0.003, memory: 5822, loss_cls: 3.3572, loss: 3.3572, grad_norm: 2.9306 2020-10-23 23:29:09,387 - mmaction - INFO - Epoch [21][1260/1712] lr: 1.000e-02, eta: 1 day, 22:59:56, time: 1.134, data_time: 0.017, memory: 5822, loss_cls: 3.2665, loss: 3.2665, grad_norm: 2.8181 2020-10-23 23:29:32,489 - mmaction - INFO - Epoch [21][1280/1712] lr: 1.000e-02, eta: 1 day, 22:59:24, time: 1.150, data_time: 0.009, memory: 5822, loss_cls: 3.3483, loss: 3.3483, grad_norm: 2.8658 2020-10-23 23:29:54,757 - mmaction - INFO - Epoch [21][1300/1712] lr: 1.000e-02, eta: 1 day, 22:58:49, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 3.3020, loss: 3.3020, grad_norm: 2.8583 2020-10-23 23:30:17,565 - mmaction - INFO - Epoch [21][1320/1712] lr: 1.000e-02, eta: 1 day, 22:58:16, time: 1.141, data_time: 0.002, memory: 5822, loss_cls: 3.3811, loss: 3.3811, grad_norm: 2.8448 2020-10-23 23:30:39,815 - mmaction - INFO - Epoch [21][1340/1712] lr: 1.000e-02, eta: 1 day, 22:57:41, time: 1.112, data_time: 0.005, memory: 5822, loss_cls: 3.3415, loss: 3.3415, grad_norm: 2.7823 2020-10-23 23:31:02,138 - mmaction - INFO - Epoch [21][1360/1712] lr: 1.000e-02, eta: 1 day, 22:57:06, time: 1.117, data_time: 0.007, memory: 5822, loss_cls: 3.2571, loss: 3.2571, grad_norm: 2.8169 2020-10-23 23:31:24,941 - mmaction - INFO - Epoch [21][1380/1712] lr: 1.000e-02, eta: 1 day, 22:56:33, time: 1.136, data_time: 0.001, memory: 5822, loss_cls: 3.3335, loss: 3.3335, grad_norm: 2.8236 2020-10-23 23:31:47,344 - mmaction - INFO - Epoch [21][1400/1712] lr: 1.000e-02, eta: 1 day, 22:55:58, time: 1.121, data_time: 0.005, memory: 5822, loss_cls: 3.3223, loss: 3.3223, grad_norm: 2.7767 2020-10-23 23:32:09,673 - mmaction - INFO - Epoch [21][1420/1712] lr: 1.000e-02, eta: 1 day, 22:55:23, time: 1.119, data_time: 0.006, memory: 5822, loss_cls: 3.3506, loss: 3.3506, grad_norm: 2.8430 2020-10-23 23:32:33,136 - mmaction - INFO - Epoch [21][1440/1712] lr: 1.000e-02, eta: 1 day, 22:54:53, time: 1.171, data_time: 0.002, memory: 5822, loss_cls: 3.3409, loss: 3.3409, grad_norm: 2.8021 2020-10-23 23:32:56,156 - mmaction - INFO - Epoch [21][1460/1712] lr: 1.000e-02, eta: 1 day, 22:54:20, time: 1.148, data_time: 0.004, memory: 5822, loss_cls: 3.3341, loss: 3.3341, grad_norm: 2.8247 2020-10-23 23:33:18,588 - mmaction - INFO - Epoch [21][1480/1712] lr: 1.000e-02, eta: 1 day, 22:53:46, time: 1.126, data_time: 0.009, memory: 5822, loss_cls: 3.3196, loss: 3.3196, grad_norm: 2.8549 2020-10-23 23:33:40,708 - mmaction - INFO - Epoch [21][1500/1712] lr: 1.000e-02, eta: 1 day, 22:53:11, time: 1.106, data_time: 0.004, memory: 5822, loss_cls: 3.3437, loss: 3.3437, grad_norm: 2.8346 2020-10-23 23:34:03,314 - mmaction - INFO - Epoch [21][1520/1712] lr: 1.000e-02, eta: 1 day, 22:52:37, time: 1.129, data_time: 0.001, memory: 5822, loss_cls: 3.2916, loss: 3.2916, grad_norm: 2.8576 2020-10-23 23:34:25,778 - mmaction - INFO - Epoch [21][1540/1712] lr: 1.000e-02, eta: 1 day, 22:52:02, time: 1.115, data_time: 0.005, memory: 5822, loss_cls: 3.2900, loss: 3.2900, grad_norm: 2.8152 2020-10-23 23:34:48,472 - mmaction - INFO - Epoch [21][1560/1712] lr: 1.000e-02, eta: 1 day, 22:51:30, time: 1.144, data_time: 0.011, memory: 5822, loss_cls: 3.2411, loss: 3.2411, grad_norm: 2.8081 2020-10-23 23:35:11,177 - mmaction - INFO - Epoch [21][1580/1712] lr: 1.000e-02, eta: 1 day, 22:50:56, time: 1.130, data_time: 0.002, memory: 5822, loss_cls: 3.3357, loss: 3.3357, grad_norm: 2.7859 2020-10-23 23:35:34,282 - mmaction - INFO - Epoch [21][1600/1712] lr: 1.000e-02, eta: 1 day, 22:50:24, time: 1.158, data_time: 0.007, memory: 5822, loss_cls: 3.3319, loss: 3.3319, grad_norm: 2.8217 2020-10-23 23:35:57,444 - mmaction - INFO - Epoch [21][1620/1712] lr: 1.000e-02, eta: 1 day, 22:49:53, time: 1.157, data_time: 0.007, memory: 5822, loss_cls: 3.2866, loss: 3.2866, grad_norm: 2.7933 2020-10-23 23:36:20,797 - mmaction - INFO - Epoch [21][1640/1712] lr: 1.000e-02, eta: 1 day, 22:49:22, time: 1.170, data_time: 0.011, memory: 5822, loss_cls: 3.3003, loss: 3.3003, grad_norm: 2.7983 2020-10-23 23:36:43,178 - mmaction - INFO - Epoch [21][1660/1712] lr: 1.000e-02, eta: 1 day, 22:48:48, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 3.3564, loss: 3.3564, grad_norm: 2.8489 2020-10-23 23:37:06,362 - mmaction - INFO - Epoch [21][1680/1712] lr: 1.000e-02, eta: 1 day, 22:48:16, time: 1.156, data_time: 0.005, memory: 5822, loss_cls: 3.2712, loss: 3.2712, grad_norm: 2.8044 2020-10-23 23:37:29,688 - mmaction - INFO - Epoch [21][1700/1712] lr: 1.000e-02, eta: 1 day, 22:47:46, time: 1.170, data_time: 0.011, memory: 5822, loss_cls: 3.3171, loss: 3.3171, grad_norm: 2.8471 2020-10-23 23:38:32,945 - mmaction - INFO - Epoch [22][20/1712] lr: 1.000e-02, eta: 1 day, 22:47:33, time: 2.360, data_time: 1.447, memory: 5822, loss_cls: 3.2973, loss: 3.2973, grad_norm: 2.8115 2020-10-23 23:38:55,898 - mmaction - INFO - Epoch [22][40/1712] lr: 1.000e-02, eta: 1 day, 22:47:01, time: 1.150, data_time: 0.078, memory: 5822, loss_cls: 3.3189, loss: 3.3189, grad_norm: 2.8377 2020-10-23 23:39:19,330 - mmaction - INFO - Epoch [22][60/1712] lr: 1.000e-02, eta: 1 day, 22:46:31, time: 1.170, data_time: 0.239, memory: 5822, loss_cls: 3.3012, loss: 3.3012, grad_norm: 2.8715 2020-10-23 23:39:43,116 - mmaction - INFO - Epoch [22][80/1712] lr: 1.000e-02, eta: 1 day, 22:46:01, time: 1.187, data_time: 0.287, memory: 5822, loss_cls: 3.3075, loss: 3.3075, grad_norm: 2.8200 2020-10-23 23:40:07,297 - mmaction - INFO - Epoch [22][100/1712] lr: 1.000e-02, eta: 1 day, 22:45:34, time: 1.211, data_time: 0.323, memory: 5822, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.8631 2020-10-23 23:40:30,163 - mmaction - INFO - Epoch [22][120/1712] lr: 1.000e-02, eta: 1 day, 22:45:01, time: 1.140, data_time: 0.090, memory: 5822, loss_cls: 3.2950, loss: 3.2950, grad_norm: 2.7911 2020-10-23 23:40:53,428 - mmaction - INFO - Epoch [22][140/1712] lr: 1.000e-02, eta: 1 day, 22:44:30, time: 1.168, data_time: 0.036, memory: 5822, loss_cls: 3.3510, loss: 3.3510, grad_norm: 2.8341 2020-10-23 23:41:15,835 - mmaction - INFO - Epoch [22][160/1712] lr: 1.000e-02, eta: 1 day, 22:43:56, time: 1.115, data_time: 0.114, memory: 5822, loss_cls: 3.3698, loss: 3.3698, grad_norm: 2.8553 2020-10-23 23:41:39,692 - mmaction - INFO - Epoch [22][180/1712] lr: 1.000e-02, eta: 1 day, 22:43:26, time: 1.186, data_time: 0.336, memory: 5822, loss_cls: 3.3312, loss: 3.3312, grad_norm: 2.8619 2020-10-23 23:42:03,276 - mmaction - INFO - Epoch [22][200/1712] lr: 1.000e-02, eta: 1 day, 22:42:57, time: 1.191, data_time: 0.169, memory: 5822, loss_cls: 3.3609, loss: 3.3609, grad_norm: 2.8320 2020-10-23 23:42:26,238 - mmaction - INFO - Epoch [22][220/1712] lr: 1.000e-02, eta: 1 day, 22:42:25, time: 1.145, data_time: 0.034, memory: 5822, loss_cls: 3.2685, loss: 3.2685, grad_norm: 2.8098 2020-10-23 23:42:48,705 - mmaction - INFO - Epoch [22][240/1712] lr: 1.000e-02, eta: 1 day, 22:41:51, time: 1.122, data_time: 0.006, memory: 5822, loss_cls: 3.2874, loss: 3.2874, grad_norm: 2.8523 2020-10-23 23:43:10,720 - mmaction - INFO - Epoch [22][260/1712] lr: 1.000e-02, eta: 1 day, 22:41:15, time: 1.100, data_time: 0.037, memory: 5822, loss_cls: 3.3491, loss: 3.3491, grad_norm: 2.8244 2020-10-23 23:43:33,643 - mmaction - INFO - Epoch [22][280/1712] lr: 1.000e-02, eta: 1 day, 22:40:43, time: 1.150, data_time: 0.108, memory: 5822, loss_cls: 3.3515, loss: 3.3515, grad_norm: 2.8820 2020-10-23 23:43:56,382 - mmaction - INFO - Epoch [22][300/1712] lr: 1.000e-02, eta: 1 day, 22:40:10, time: 1.134, data_time: 0.414, memory: 5822, loss_cls: 3.2842, loss: 3.2842, grad_norm: 2.7721 2020-10-23 23:44:20,145 - mmaction - INFO - Epoch [22][320/1712] lr: 1.000e-02, eta: 1 day, 22:39:41, time: 1.191, data_time: 0.591, memory: 5822, loss_cls: 3.2772, loss: 3.2772, grad_norm: 2.7813 2020-10-23 23:44:43,799 - mmaction - INFO - Epoch [22][340/1712] lr: 1.000e-02, eta: 1 day, 22:39:11, time: 1.181, data_time: 0.582, memory: 5822, loss_cls: 3.3062, loss: 3.3062, grad_norm: 2.7698 2020-10-23 23:45:07,636 - mmaction - INFO - Epoch [22][360/1712] lr: 1.000e-02, eta: 1 day, 22:38:42, time: 1.190, data_time: 0.610, memory: 5822, loss_cls: 3.3505, loss: 3.3505, grad_norm: 2.8771 2020-10-23 23:45:30,908 - mmaction - INFO - Epoch [22][380/1712] lr: 1.000e-02, eta: 1 day, 22:38:11, time: 1.161, data_time: 0.536, memory: 5822, loss_cls: 3.2897, loss: 3.2897, grad_norm: 2.7830 2020-10-23 23:45:53,543 - mmaction - INFO - Epoch [22][400/1712] lr: 1.000e-02, eta: 1 day, 22:37:38, time: 1.139, data_time: 0.552, memory: 5822, loss_cls: 3.2681, loss: 3.2681, grad_norm: 2.7561 2020-10-23 23:46:16,609 - mmaction - INFO - Epoch [22][420/1712] lr: 1.000e-02, eta: 1 day, 22:37:06, time: 1.147, data_time: 0.530, memory: 5822, loss_cls: 3.3131, loss: 3.3131, grad_norm: 2.8233 2020-10-23 23:46:40,363 - mmaction - INFO - Epoch [22][440/1712] lr: 1.000e-02, eta: 1 day, 22:36:38, time: 1.194, data_time: 0.577, memory: 5822, loss_cls: 3.2873, loss: 3.2873, grad_norm: 2.8494 2020-10-23 23:47:02,707 - mmaction - INFO - Epoch [22][460/1712] lr: 1.000e-02, eta: 1 day, 22:36:03, time: 1.118, data_time: 0.521, memory: 5822, loss_cls: 3.3036, loss: 3.3036, grad_norm: 2.8215 2020-10-23 23:47:26,226 - mmaction - INFO - Epoch [22][480/1712] lr: 1.000e-02, eta: 1 day, 22:35:33, time: 1.175, data_time: 0.419, memory: 5822, loss_cls: 3.3467, loss: 3.3467, grad_norm: 2.8563 2020-10-23 23:47:48,835 - mmaction - INFO - Epoch [22][500/1712] lr: 1.000e-02, eta: 1 day, 22:35:00, time: 1.129, data_time: 0.439, memory: 5822, loss_cls: 3.3043, loss: 3.3043, grad_norm: 2.8280 2020-10-23 23:48:11,279 - mmaction - INFO - Epoch [22][520/1712] lr: 1.000e-02, eta: 1 day, 22:34:26, time: 1.121, data_time: 0.499, memory: 5822, loss_cls: 3.3421, loss: 3.3421, grad_norm: 2.8768 2020-10-23 23:48:34,922 - mmaction - INFO - Epoch [22][540/1712] lr: 1.000e-02, eta: 1 day, 22:33:56, time: 1.181, data_time: 0.324, memory: 5822, loss_cls: 3.3213, loss: 3.3213, grad_norm: 3.0053 2020-10-23 23:48:58,487 - mmaction - INFO - Epoch [22][560/1712] lr: 1.000e-02, eta: 1 day, 22:33:27, time: 1.181, data_time: 0.292, memory: 5822, loss_cls: 3.3002, loss: 3.3002, grad_norm: 2.8688 2020-10-23 23:49:21,360 - mmaction - INFO - Epoch [22][580/1712] lr: 1.000e-02, eta: 1 day, 22:32:54, time: 1.140, data_time: 0.544, memory: 5822, loss_cls: 3.2959, loss: 3.2959, grad_norm: 2.8341 2020-10-23 23:49:44,183 - mmaction - INFO - Epoch [22][600/1712] lr: 1.000e-02, eta: 1 day, 22:32:22, time: 1.143, data_time: 0.552, memory: 5822, loss_cls: 3.3853, loss: 3.3853, grad_norm: 2.9564 2020-10-23 23:50:07,138 - mmaction - INFO - Epoch [22][620/1712] lr: 1.000e-02, eta: 1 day, 22:31:49, time: 1.141, data_time: 0.531, memory: 5822, loss_cls: 3.3265, loss: 3.3265, grad_norm: 2.8523 2020-10-23 23:50:30,066 - mmaction - INFO - Epoch [22][640/1712] lr: 1.000e-02, eta: 1 day, 22:31:18, time: 1.155, data_time: 0.513, memory: 5822, loss_cls: 3.3799, loss: 3.3799, grad_norm: 2.8434 2020-10-23 23:50:52,699 - mmaction - INFO - Epoch [22][660/1712] lr: 1.000e-02, eta: 1 day, 22:30:45, time: 1.131, data_time: 0.518, memory: 5822, loss_cls: 3.3156, loss: 3.3156, grad_norm: 2.7876 2020-10-23 23:51:15,291 - mmaction - INFO - Epoch [22][680/1712] lr: 1.000e-02, eta: 1 day, 22:30:11, time: 1.130, data_time: 0.495, memory: 5822, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.8279 2020-10-23 23:51:38,179 - mmaction - INFO - Epoch [22][700/1712] lr: 1.000e-02, eta: 1 day, 22:29:39, time: 1.141, data_time: 0.534, memory: 5822, loss_cls: 3.2160, loss: 3.2160, grad_norm: 2.8013 2020-10-23 23:52:00,780 - mmaction - INFO - Epoch [22][720/1712] lr: 1.000e-02, eta: 1 day, 22:29:06, time: 1.134, data_time: 0.510, memory: 5822, loss_cls: 3.2680, loss: 3.2680, grad_norm: 2.8083 2020-10-23 23:52:23,785 - mmaction - INFO - Epoch [22][740/1712] lr: 1.000e-02, eta: 1 day, 22:28:34, time: 1.149, data_time: 0.561, memory: 5822, loss_cls: 3.3134, loss: 3.3134, grad_norm: 2.8143 2020-10-23 23:52:47,382 - mmaction - INFO - Epoch [22][760/1712] lr: 1.000e-02, eta: 1 day, 22:28:04, time: 1.178, data_time: 0.537, memory: 5822, loss_cls: 3.2493, loss: 3.2493, grad_norm: 2.7386 2020-10-23 23:53:09,917 - mmaction - INFO - Epoch [22][780/1712] lr: 1.000e-02, eta: 1 day, 22:27:31, time: 1.125, data_time: 0.515, memory: 5822, loss_cls: 3.3702, loss: 3.3702, grad_norm: 2.8815 2020-10-23 23:53:32,648 - mmaction - INFO - Epoch [22][800/1712] lr: 1.000e-02, eta: 1 day, 22:26:58, time: 1.140, data_time: 0.522, memory: 5822, loss_cls: 3.3096, loss: 3.3096, grad_norm: 2.7953 2020-10-23 23:53:55,708 - mmaction - INFO - Epoch [22][820/1712] lr: 1.000e-02, eta: 1 day, 22:26:27, time: 1.149, data_time: 0.517, memory: 5822, loss_cls: 3.3174, loss: 3.3174, grad_norm: 2.7816 2020-10-23 23:54:18,861 - mmaction - INFO - Epoch [22][840/1712] lr: 1.000e-02, eta: 1 day, 22:25:56, time: 1.164, data_time: 0.518, memory: 5822, loss_cls: 3.3103, loss: 3.3103, grad_norm: 2.7894 2020-10-23 23:54:41,586 - mmaction - INFO - Epoch [22][860/1712] lr: 1.000e-02, eta: 1 day, 22:25:23, time: 1.133, data_time: 0.511, memory: 5822, loss_cls: 3.2793, loss: 3.2793, grad_norm: 2.7912 2020-10-23 23:55:03,655 - mmaction - INFO - Epoch [22][880/1712] lr: 1.000e-02, eta: 1 day, 22:24:48, time: 1.104, data_time: 0.512, memory: 5822, loss_cls: 3.2866, loss: 3.2866, grad_norm: 2.8033 2020-10-23 23:55:27,124 - mmaction - INFO - Epoch [22][900/1712] lr: 1.000e-02, eta: 1 day, 22:24:18, time: 1.175, data_time: 0.552, memory: 5822, loss_cls: 3.3119, loss: 3.3119, grad_norm: 2.7914 2020-10-23 23:55:49,327 - mmaction - INFO - Epoch [22][920/1712] lr: 1.000e-02, eta: 1 day, 22:23:43, time: 1.111, data_time: 0.502, memory: 5822, loss_cls: 3.3147, loss: 3.3147, grad_norm: 2.7940 2020-10-23 23:56:12,501 - mmaction - INFO - Epoch [22][940/1712] lr: 1.000e-02, eta: 1 day, 22:23:12, time: 1.157, data_time: 0.502, memory: 5822, loss_cls: 3.2978, loss: 3.2978, grad_norm: 2.7972 2020-10-23 23:56:35,517 - mmaction - INFO - Epoch [22][960/1712] lr: 1.000e-02, eta: 1 day, 22:22:40, time: 1.141, data_time: 0.538, memory: 5822, loss_cls: 3.3448, loss: 3.3448, grad_norm: 2.8093 2020-10-23 23:56:58,069 - mmaction - INFO - Epoch [22][980/1712] lr: 1.000e-02, eta: 1 day, 22:22:07, time: 1.133, data_time: 0.523, memory: 5822, loss_cls: 3.3041, loss: 3.3041, grad_norm: 2.8731 2020-10-23 23:57:20,946 - mmaction - INFO - Epoch [22][1000/1712] lr: 1.000e-02, eta: 1 day, 22:21:35, time: 1.144, data_time: 0.523, memory: 5822, loss_cls: 3.2619, loss: 3.2619, grad_norm: 2.7976 2020-10-23 23:57:43,279 - mmaction - INFO - Epoch [22][1020/1712] lr: 1.000e-02, eta: 1 day, 22:21:01, time: 1.113, data_time: 0.493, memory: 5822, loss_cls: 3.2807, loss: 3.2807, grad_norm: 2.7720 2020-10-23 23:58:05,613 - mmaction - INFO - Epoch [22][1040/1712] lr: 1.000e-02, eta: 1 day, 22:20:27, time: 1.118, data_time: 0.508, memory: 5822, loss_cls: 3.2725, loss: 3.2725, grad_norm: 2.8003 2020-10-23 23:58:27,845 - mmaction - INFO - Epoch [22][1060/1712] lr: 1.000e-02, eta: 1 day, 22:19:53, time: 1.113, data_time: 0.517, memory: 5822, loss_cls: 3.3219, loss: 3.3219, grad_norm: 2.8071 2020-10-23 23:58:50,593 - mmaction - INFO - Epoch [22][1080/1712] lr: 1.000e-02, eta: 1 day, 22:19:20, time: 1.135, data_time: 0.530, memory: 5822, loss_cls: 3.3171, loss: 3.3171, grad_norm: 2.7827 2020-10-23 23:59:12,110 - mmaction - INFO - Epoch [22][1100/1712] lr: 1.000e-02, eta: 1 day, 22:18:44, time: 1.085, data_time: 0.460, memory: 5822, loss_cls: 3.3428, loss: 3.3428, grad_norm: 2.8867 2020-10-23 23:59:34,928 - mmaction - INFO - Epoch [22][1120/1712] lr: 1.000e-02, eta: 1 day, 22:18:11, time: 1.141, data_time: 0.501, memory: 5822, loss_cls: 3.3407, loss: 3.3407, grad_norm: 2.8551 2020-10-23 23:59:57,603 - mmaction - INFO - Epoch [22][1140/1712] lr: 1.000e-02, eta: 1 day, 22:17:39, time: 1.134, data_time: 0.513, memory: 5822, loss_cls: 3.3276, loss: 3.3276, grad_norm: 2.8136 2020-10-24 00:00:20,973 - mmaction - INFO - Epoch [22][1160/1712] lr: 1.000e-02, eta: 1 day, 22:17:08, time: 1.164, data_time: 0.565, memory: 5822, loss_cls: 3.2966, loss: 3.2966, grad_norm: 2.7780 2020-10-24 00:00:43,661 - mmaction - INFO - Epoch [22][1180/1712] lr: 1.000e-02, eta: 1 day, 22:16:36, time: 1.137, data_time: 0.500, memory: 5822, loss_cls: 3.2882, loss: 3.2882, grad_norm: 2.7695 2020-10-24 00:01:06,079 - mmaction - INFO - Epoch [22][1200/1712] lr: 1.000e-02, eta: 1 day, 22:16:02, time: 1.122, data_time: 0.505, memory: 5822, loss_cls: 3.3613, loss: 3.3613, grad_norm: 2.8132 2020-10-24 00:01:28,740 - mmaction - INFO - Epoch [22][1220/1712] lr: 1.000e-02, eta: 1 day, 22:15:29, time: 1.132, data_time: 0.504, memory: 5822, loss_cls: 3.3285, loss: 3.3285, grad_norm: 2.8289 2020-10-24 00:01:51,805 - mmaction - INFO - Epoch [22][1240/1712] lr: 1.000e-02, eta: 1 day, 22:14:58, time: 1.154, data_time: 0.561, memory: 5822, loss_cls: 3.2525, loss: 3.2525, grad_norm: 2.8262 2020-10-24 00:02:14,637 - mmaction - INFO - Epoch [22][1260/1712] lr: 1.000e-02, eta: 1 day, 22:14:26, time: 1.136, data_time: 0.509, memory: 5822, loss_cls: 3.2913, loss: 3.2913, grad_norm: 2.7931 2020-10-24 00:02:37,360 - mmaction - INFO - Epoch [22][1280/1712] lr: 1.000e-02, eta: 1 day, 22:13:53, time: 1.140, data_time: 0.520, memory: 5822, loss_cls: 3.2880, loss: 3.2880, grad_norm: 2.7298 2020-10-24 00:03:00,064 - mmaction - INFO - Epoch [22][1300/1712] lr: 1.000e-02, eta: 1 day, 22:13:20, time: 1.131, data_time: 0.521, memory: 5822, loss_cls: 3.3020, loss: 3.3020, grad_norm: 2.8176 2020-10-24 00:03:23,402 - mmaction - INFO - Epoch [22][1320/1712] lr: 1.000e-02, eta: 1 day, 22:12:50, time: 1.170, data_time: 0.520, memory: 5822, loss_cls: 3.3346, loss: 3.3346, grad_norm: 2.8221 2020-10-24 00:03:45,725 - mmaction - INFO - Epoch [22][1340/1712] lr: 1.000e-02, eta: 1 day, 22:12:15, time: 1.098, data_time: 0.507, memory: 5822, loss_cls: 3.3613, loss: 3.3613, grad_norm: 2.8650 2020-10-24 00:04:08,638 - mmaction - INFO - Epoch [22][1360/1712] lr: 1.000e-02, eta: 1 day, 22:11:45, time: 1.163, data_time: 0.539, memory: 5822, loss_cls: 3.3473, loss: 3.3473, grad_norm: 2.8391 2020-10-24 00:04:31,608 - mmaction - INFO - Epoch [22][1380/1712] lr: 1.000e-02, eta: 1 day, 22:11:13, time: 1.151, data_time: 0.519, memory: 5822, loss_cls: 3.3593, loss: 3.3593, grad_norm: 2.8559 2020-10-24 00:04:54,496 - mmaction - INFO - Epoch [22][1400/1712] lr: 1.000e-02, eta: 1 day, 22:10:41, time: 1.132, data_time: 0.523, memory: 5822, loss_cls: 3.2769, loss: 3.2769, grad_norm: 2.8079 2020-10-24 00:05:17,985 - mmaction - INFO - Epoch [22][1420/1712] lr: 1.000e-02, eta: 1 day, 22:10:12, time: 1.187, data_time: 0.546, memory: 5822, loss_cls: 3.3499, loss: 3.3499, grad_norm: 2.8766 2020-10-24 00:05:40,395 - mmaction - INFO - Epoch [22][1440/1712] lr: 1.000e-02, eta: 1 day, 22:09:37, time: 1.106, data_time: 0.476, memory: 5822, loss_cls: 3.3198, loss: 3.3198, grad_norm: 2.7803 2020-10-24 00:06:03,825 - mmaction - INFO - Epoch [22][1460/1712] lr: 1.000e-02, eta: 1 day, 22:09:08, time: 1.182, data_time: 0.566, memory: 5822, loss_cls: 3.3675, loss: 3.3675, grad_norm: 2.8664 2020-10-24 00:06:26,469 - mmaction - INFO - Epoch [22][1480/1712] lr: 1.000e-02, eta: 1 day, 22:08:36, time: 1.136, data_time: 0.508, memory: 5822, loss_cls: 3.2843, loss: 3.2843, grad_norm: 2.8141 2020-10-24 00:06:49,371 - mmaction - INFO - Epoch [22][1500/1712] lr: 1.000e-02, eta: 1 day, 22:08:04, time: 1.146, data_time: 0.508, memory: 5822, loss_cls: 3.2462, loss: 3.2462, grad_norm: 2.8078 2020-10-24 00:07:11,903 - mmaction - INFO - Epoch [22][1520/1712] lr: 1.000e-02, eta: 1 day, 22:07:30, time: 1.118, data_time: 0.472, memory: 5822, loss_cls: 3.3027, loss: 3.3027, grad_norm: 2.8416 2020-10-24 00:07:34,496 - mmaction - INFO - Epoch [22][1540/1712] lr: 1.000e-02, eta: 1 day, 22:06:58, time: 1.135, data_time: 0.511, memory: 5822, loss_cls: 3.3397, loss: 3.3397, grad_norm: 2.8725 2020-10-24 00:07:57,408 - mmaction - INFO - Epoch [22][1560/1712] lr: 1.000e-02, eta: 1 day, 22:06:26, time: 1.145, data_time: 0.525, memory: 5822, loss_cls: 3.3306, loss: 3.3306, grad_norm: 2.8523 2020-10-24 00:08:20,102 - mmaction - INFO - Epoch [22][1580/1712] lr: 1.000e-02, eta: 1 day, 22:05:53, time: 1.130, data_time: 0.503, memory: 5822, loss_cls: 3.2675, loss: 3.2675, grad_norm: 2.7636 2020-10-24 00:08:42,890 - mmaction - INFO - Epoch [22][1600/1712] lr: 1.000e-02, eta: 1 day, 22:05:22, time: 1.146, data_time: 0.537, memory: 5822, loss_cls: 3.2870, loss: 3.2870, grad_norm: 2.7979 2020-10-24 00:09:05,071 - mmaction - INFO - Epoch [22][1620/1712] lr: 1.000e-02, eta: 1 day, 22:04:47, time: 1.106, data_time: 0.495, memory: 5822, loss_cls: 3.3053, loss: 3.3053, grad_norm: 2.8339 2020-10-24 00:09:27,788 - mmaction - INFO - Epoch [22][1640/1712] lr: 1.000e-02, eta: 1 day, 22:04:15, time: 1.139, data_time: 0.518, memory: 5822, loss_cls: 3.4052, loss: 3.4052, grad_norm: 2.8989 2020-10-24 00:09:50,773 - mmaction - INFO - Epoch [22][1660/1712] lr: 1.000e-02, eta: 1 day, 22:03:43, time: 1.140, data_time: 0.520, memory: 5822, loss_cls: 3.2923, loss: 3.2923, grad_norm: 2.7698 2020-10-24 00:10:13,603 - mmaction - INFO - Epoch [22][1680/1712] lr: 1.000e-02, eta: 1 day, 22:03:12, time: 1.149, data_time: 0.518, memory: 5822, loss_cls: 3.2854, loss: 3.2854, grad_norm: 2.7788 2020-10-24 00:10:36,895 - mmaction - INFO - Epoch [22][1700/1712] lr: 1.000e-02, eta: 1 day, 22:02:42, time: 1.167, data_time: 0.524, memory: 5822, loss_cls: 3.3761, loss: 3.3761, grad_norm: 2.8453 2020-10-24 00:12:11,971 - mmaction - INFO - Epoch [23][20/1712] lr: 1.000e-02, eta: 1 day, 22:03:31, time: 3.243, data_time: 2.444, memory: 5822, loss_cls: 3.2136, loss: 3.2136, grad_norm: 2.7591 2020-10-24 00:12:36,587 - mmaction - INFO - Epoch [23][40/1712] lr: 1.000e-02, eta: 1 day, 22:03:06, time: 1.238, data_time: 0.144, memory: 5822, loss_cls: 3.3203, loss: 3.3203, grad_norm: 2.8163 2020-10-24 00:13:00,169 - mmaction - INFO - Epoch [23][60/1712] lr: 1.000e-02, eta: 1 day, 22:02:37, time: 1.182, data_time: 0.033, memory: 5822, loss_cls: 3.3129, loss: 3.3129, grad_norm: 2.8382 2020-10-24 00:13:24,149 - mmaction - INFO - Epoch [23][80/1712] lr: 1.000e-02, eta: 1 day, 22:02:09, time: 1.200, data_time: 0.011, memory: 5822, loss_cls: 3.3708, loss: 3.3708, grad_norm: 2.8711 2020-10-24 00:13:48,144 - mmaction - INFO - Epoch [23][100/1712] lr: 1.000e-02, eta: 1 day, 22:01:40, time: 1.185, data_time: 0.009, memory: 5822, loss_cls: 3.3172, loss: 3.3172, grad_norm: 2.7944 2020-10-24 00:14:11,502 - mmaction - INFO - Epoch [23][120/1712] lr: 1.000e-02, eta: 1 day, 22:01:11, time: 1.180, data_time: 0.019, memory: 5822, loss_cls: 3.2739, loss: 3.2739, grad_norm: 2.7959 2020-10-24 00:14:35,420 - mmaction - INFO - Epoch [23][140/1712] lr: 1.000e-02, eta: 1 day, 22:00:43, time: 1.200, data_time: 0.009, memory: 5822, loss_cls: 3.3231, loss: 3.3231, grad_norm: 2.8397 2020-10-24 00:14:57,649 - mmaction - INFO - Epoch [23][160/1712] lr: 1.000e-02, eta: 1 day, 22:00:09, time: 1.109, data_time: 0.003, memory: 5822, loss_cls: 3.3235, loss: 3.3235, grad_norm: 2.7765 2020-10-24 00:15:21,053 - mmaction - INFO - Epoch [23][180/1712] lr: 1.000e-02, eta: 1 day, 21:59:38, time: 1.159, data_time: 0.008, memory: 5822, loss_cls: 3.2821, loss: 3.2821, grad_norm: 2.7892 2020-10-24 00:15:44,221 - mmaction - INFO - Epoch [23][200/1712] lr: 1.000e-02, eta: 1 day, 21:59:08, time: 1.171, data_time: 0.016, memory: 5822, loss_cls: 3.3027, loss: 3.3027, grad_norm: 2.8263 2020-10-24 00:16:07,908 - mmaction - INFO - Epoch [23][220/1712] lr: 1.000e-02, eta: 1 day, 21:58:39, time: 1.172, data_time: 0.006, memory: 5822, loss_cls: 3.3278, loss: 3.3278, grad_norm: 2.9132 2020-10-24 00:16:30,046 - mmaction - INFO - Epoch [23][240/1712] lr: 1.000e-02, eta: 1 day, 21:58:05, time: 1.120, data_time: 0.020, memory: 5822, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.8912 2020-10-24 00:16:52,478 - mmaction - INFO - Epoch [23][260/1712] lr: 1.000e-02, eta: 1 day, 21:57:32, time: 1.121, data_time: 0.003, memory: 5822, loss_cls: 3.3074, loss: 3.3074, grad_norm: 2.8545 2020-10-24 00:17:15,550 - mmaction - INFO - Epoch [23][280/1712] lr: 1.000e-02, eta: 1 day, 21:57:01, time: 1.152, data_time: 0.004, memory: 5822, loss_cls: 3.2303, loss: 3.2303, grad_norm: 2.8361 2020-10-24 00:17:40,181 - mmaction - INFO - Epoch [23][300/1712] lr: 1.000e-02, eta: 1 day, 21:56:35, time: 1.228, data_time: 0.011, memory: 5822, loss_cls: 3.3095, loss: 3.3095, grad_norm: 2.8213 2020-10-24 00:18:03,394 - mmaction - INFO - Epoch [23][320/1712] lr: 1.000e-02, eta: 1 day, 21:56:04, time: 1.153, data_time: 0.009, memory: 5822, loss_cls: 3.2491, loss: 3.2491, grad_norm: 2.8705 2020-10-24 00:18:26,637 - mmaction - INFO - Epoch [23][340/1712] lr: 1.000e-02, eta: 1 day, 21:55:34, time: 1.165, data_time: 0.024, memory: 5822, loss_cls: 3.3492, loss: 3.3492, grad_norm: 2.8344 2020-10-24 00:18:49,661 - mmaction - INFO - Epoch [23][360/1712] lr: 1.000e-02, eta: 1 day, 21:55:02, time: 1.148, data_time: 0.013, memory: 5822, loss_cls: 3.3162, loss: 3.3162, grad_norm: 2.7918 2020-10-24 00:19:12,941 - mmaction - INFO - Epoch [23][380/1712] lr: 1.000e-02, eta: 1 day, 21:54:33, time: 1.169, data_time: 0.025, memory: 5822, loss_cls: 3.2722, loss: 3.2722, grad_norm: 2.7849 2020-10-24 00:19:35,513 - mmaction - INFO - Epoch [23][400/1712] lr: 1.000e-02, eta: 1 day, 21:54:01, time: 1.138, data_time: 0.017, memory: 5822, loss_cls: 3.3209, loss: 3.3209, grad_norm: 2.8782 2020-10-24 00:20:00,478 - mmaction - INFO - Epoch [23][420/1712] lr: 1.000e-02, eta: 1 day, 21:53:36, time: 1.248, data_time: 0.003, memory: 5822, loss_cls: 3.3366, loss: 3.3366, grad_norm: 2.8532 2020-10-24 00:20:24,082 - mmaction - INFO - Epoch [23][440/1712] lr: 1.000e-02, eta: 1 day, 21:53:07, time: 1.179, data_time: 0.001, memory: 5822, loss_cls: 3.3826, loss: 3.3826, grad_norm: 2.9436 2020-10-24 00:20:47,096 - mmaction - INFO - Epoch [23][460/1712] lr: 1.000e-02, eta: 1 day, 21:52:36, time: 1.151, data_time: 0.011, memory: 5822, loss_cls: 3.2602, loss: 3.2602, grad_norm: 2.8023 2020-10-24 00:21:10,149 - mmaction - INFO - Epoch [23][480/1712] lr: 1.000e-02, eta: 1 day, 21:52:05, time: 1.152, data_time: 0.010, memory: 5822, loss_cls: 3.2949, loss: 3.2949, grad_norm: 2.7988 2020-10-24 00:21:33,188 - mmaction - INFO - Epoch [23][500/1712] lr: 1.000e-02, eta: 1 day, 21:51:33, time: 1.143, data_time: 0.004, memory: 5822, loss_cls: 3.3164, loss: 3.3164, grad_norm: 2.8075 2020-10-24 00:21:56,238 - mmaction - INFO - Epoch [23][520/1712] lr: 1.000e-02, eta: 1 day, 21:51:03, time: 1.160, data_time: 0.011, memory: 5822, loss_cls: 3.3225, loss: 3.3225, grad_norm: 2.9150 2020-10-24 00:22:20,175 - mmaction - INFO - Epoch [23][540/1712] lr: 1.000e-02, eta: 1 day, 21:50:35, time: 1.194, data_time: 0.005, memory: 5822, loss_cls: 3.2852, loss: 3.2852, grad_norm: 2.8167 2020-10-24 00:22:43,712 - mmaction - INFO - Epoch [23][560/1712] lr: 1.000e-02, eta: 1 day, 21:50:05, time: 1.176, data_time: 0.008, memory: 5822, loss_cls: 3.3359, loss: 3.3359, grad_norm: 2.8486 2020-10-24 00:23:06,243 - mmaction - INFO - Epoch [23][580/1712] lr: 1.000e-02, eta: 1 day, 21:49:33, time: 1.131, data_time: 0.010, memory: 5822, loss_cls: 3.2933, loss: 3.2933, grad_norm: 2.7890 2020-10-24 00:23:30,274 - mmaction - INFO - Epoch [23][600/1712] lr: 1.000e-02, eta: 1 day, 21:49:05, time: 1.196, data_time: 0.005, memory: 5822, loss_cls: 3.2840, loss: 3.2840, grad_norm: 2.8205 2020-10-24 00:23:53,002 - mmaction - INFO - Epoch [23][620/1712] lr: 1.000e-02, eta: 1 day, 21:48:33, time: 1.135, data_time: 0.015, memory: 5822, loss_cls: 3.2777, loss: 3.2777, grad_norm: 2.8204 2020-10-24 00:24:16,622 - mmaction - INFO - Epoch [23][640/1712] lr: 1.000e-02, eta: 1 day, 21:48:04, time: 1.186, data_time: 0.010, memory: 5822, loss_cls: 3.2837, loss: 3.2837, grad_norm: 2.8452 2020-10-24 00:24:39,666 - mmaction - INFO - Epoch [23][660/1712] lr: 1.000e-02, eta: 1 day, 21:47:33, time: 1.152, data_time: 0.004, memory: 5822, loss_cls: 3.2975, loss: 3.2975, grad_norm: 2.8345 2020-10-24 00:25:02,554 - mmaction - INFO - Epoch [23][680/1712] lr: 1.000e-02, eta: 1 day, 21:47:02, time: 1.140, data_time: 0.005, memory: 5822, loss_cls: 3.2362, loss: 3.2362, grad_norm: 2.7366 2020-10-24 00:25:26,228 - mmaction - INFO - Epoch [23][700/1712] lr: 1.000e-02, eta: 1 day, 21:46:33, time: 1.189, data_time: 0.009, memory: 5822, loss_cls: 3.2613, loss: 3.2613, grad_norm: 2.8375 2020-10-24 00:25:49,042 - mmaction - INFO - Epoch [23][720/1712] lr: 1.000e-02, eta: 1 day, 21:46:01, time: 1.139, data_time: 0.002, memory: 5822, loss_cls: 3.3249, loss: 3.3249, grad_norm: 2.8337 2020-10-24 00:26:12,453 - mmaction - INFO - Epoch [23][740/1712] lr: 1.000e-02, eta: 1 day, 21:45:31, time: 1.165, data_time: 0.010, memory: 5822, loss_cls: 3.3018, loss: 3.3018, grad_norm: 2.7946 2020-10-24 00:26:36,095 - mmaction - INFO - Epoch [23][760/1712] lr: 1.000e-02, eta: 1 day, 21:45:03, time: 1.189, data_time: 0.015, memory: 5822, loss_cls: 3.3163, loss: 3.3163, grad_norm: 2.8357 2020-10-24 00:26:58,963 - mmaction - INFO - Epoch [23][780/1712] lr: 1.000e-02, eta: 1 day, 21:44:32, time: 1.145, data_time: 0.004, memory: 5822, loss_cls: 3.3653, loss: 3.3653, grad_norm: 2.8907 2020-10-24 00:27:21,984 - mmaction - INFO - Epoch [23][800/1712] lr: 1.000e-02, eta: 1 day, 21:44:01, time: 1.151, data_time: 0.010, memory: 5822, loss_cls: 3.3046, loss: 3.3046, grad_norm: 2.8067 2020-10-24 00:27:45,029 - mmaction - INFO - Epoch [23][820/1712] lr: 1.000e-02, eta: 1 day, 21:43:30, time: 1.152, data_time: 0.008, memory: 5822, loss_cls: 3.2562, loss: 3.2562, grad_norm: 2.7691 2020-10-24 00:28:08,671 - mmaction - INFO - Epoch [23][840/1712] lr: 1.000e-02, eta: 1 day, 21:43:00, time: 1.166, data_time: 0.004, memory: 5822, loss_cls: 3.3525, loss: 3.3525, grad_norm: 2.8971 2020-10-24 00:28:32,100 - mmaction - INFO - Epoch [23][860/1712] lr: 1.000e-02, eta: 1 day, 21:42:31, time: 1.183, data_time: 0.021, memory: 5822, loss_cls: 3.3108, loss: 3.3108, grad_norm: 2.9259 2020-10-24 00:28:54,506 - mmaction - INFO - Epoch [23][880/1712] lr: 1.000e-02, eta: 1 day, 21:41:57, time: 1.113, data_time: 0.006, memory: 5822, loss_cls: 3.3184, loss: 3.3184, grad_norm: 2.8119 2020-10-24 00:29:17,558 - mmaction - INFO - Epoch [23][900/1712] lr: 1.000e-02, eta: 1 day, 21:41:27, time: 1.158, data_time: 0.015, memory: 5822, loss_cls: 3.3560, loss: 3.3560, grad_norm: 2.8812 2020-10-24 00:29:40,557 - mmaction - INFO - Epoch [23][920/1712] lr: 1.000e-02, eta: 1 day, 21:40:56, time: 1.148, data_time: 0.011, memory: 5822, loss_cls: 3.3402, loss: 3.3402, grad_norm: 2.8486 2020-10-24 00:30:03,008 - mmaction - INFO - Epoch [23][940/1712] lr: 1.000e-02, eta: 1 day, 21:40:24, time: 1.131, data_time: 0.011, memory: 5822, loss_cls: 3.2806, loss: 3.2806, grad_norm: 2.8404 2020-10-24 00:30:26,966 - mmaction - INFO - Epoch [23][960/1712] lr: 1.000e-02, eta: 1 day, 21:39:56, time: 1.198, data_time: 0.003, memory: 5822, loss_cls: 3.3096, loss: 3.3096, grad_norm: 2.7844 2020-10-24 00:30:49,665 - mmaction - INFO - Epoch [23][980/1712] lr: 1.000e-02, eta: 1 day, 21:39:24, time: 1.134, data_time: 0.002, memory: 5822, loss_cls: 3.3017, loss: 3.3017, grad_norm: 2.8170 2020-10-24 00:31:13,605 - mmaction - INFO - Epoch [23][1000/1712] lr: 1.000e-02, eta: 1 day, 21:38:56, time: 1.197, data_time: 0.003, memory: 5822, loss_cls: 3.3199, loss: 3.3199, grad_norm: 2.8361 2020-10-24 00:31:36,287 - mmaction - INFO - Epoch [23][1020/1712] lr: 1.000e-02, eta: 1 day, 21:38:24, time: 1.134, data_time: 0.005, memory: 5822, loss_cls: 3.3000, loss: 3.3000, grad_norm: 2.8251 2020-10-24 00:31:59,099 - mmaction - INFO - Epoch [23][1040/1712] lr: 1.000e-02, eta: 1 day, 21:37:52, time: 1.140, data_time: 0.006, memory: 5822, loss_cls: 3.3240, loss: 3.3240, grad_norm: 2.8898 2020-10-24 00:32:22,346 - mmaction - INFO - Epoch [23][1060/1712] lr: 1.000e-02, eta: 1 day, 21:37:22, time: 1.165, data_time: 0.008, memory: 5822, loss_cls: 3.2691, loss: 3.2691, grad_norm: 2.8118 2020-10-24 00:32:45,486 - mmaction - INFO - Epoch [23][1080/1712] lr: 1.000e-02, eta: 1 day, 21:36:52, time: 1.152, data_time: 0.005, memory: 5822, loss_cls: 3.3272, loss: 3.3272, grad_norm: 2.8777 2020-10-24 00:33:08,481 - mmaction - INFO - Epoch [23][1100/1712] lr: 1.000e-02, eta: 1 day, 21:36:21, time: 1.151, data_time: 0.007, memory: 5822, loss_cls: 3.3068, loss: 3.3068, grad_norm: 2.7813 2020-10-24 00:33:31,713 - mmaction - INFO - Epoch [23][1120/1712] lr: 1.000e-02, eta: 1 day, 21:35:51, time: 1.166, data_time: 0.010, memory: 5822, loss_cls: 3.3299, loss: 3.3299, grad_norm: 2.8555 2020-10-24 00:33:55,425 - mmaction - INFO - Epoch [23][1140/1712] lr: 1.000e-02, eta: 1 day, 21:35:22, time: 1.183, data_time: 0.009, memory: 5822, loss_cls: 3.3081, loss: 3.3081, grad_norm: 2.8319 2020-10-24 00:34:18,712 - mmaction - INFO - Epoch [23][1160/1712] lr: 1.000e-02, eta: 1 day, 21:34:52, time: 1.165, data_time: 0.006, memory: 5822, loss_cls: 3.2997, loss: 3.2997, grad_norm: 2.8577 2020-10-24 00:34:41,837 - mmaction - INFO - Epoch [23][1180/1712] lr: 1.000e-02, eta: 1 day, 21:34:22, time: 1.158, data_time: 0.004, memory: 5822, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.7484 2020-10-24 00:35:04,783 - mmaction - INFO - Epoch [23][1200/1712] lr: 1.000e-02, eta: 1 day, 21:33:51, time: 1.146, data_time: 0.010, memory: 5822, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.9013 2020-10-24 00:35:27,876 - mmaction - INFO - Epoch [23][1220/1712] lr: 1.000e-02, eta: 1 day, 21:33:20, time: 1.152, data_time: 0.006, memory: 5822, loss_cls: 3.3056, loss: 3.3056, grad_norm: 2.8257 2020-10-24 00:35:50,660 - mmaction - INFO - Epoch [23][1240/1712] lr: 1.000e-02, eta: 1 day, 21:32:48, time: 1.137, data_time: 0.007, memory: 5822, loss_cls: 3.2451, loss: 3.2451, grad_norm: 2.7701 2020-10-24 00:36:13,525 - mmaction - INFO - Epoch [23][1260/1712] lr: 1.000e-02, eta: 1 day, 21:32:17, time: 1.146, data_time: 0.013, memory: 5822, loss_cls: 3.3102, loss: 3.3102, grad_norm: 2.8128 2020-10-24 00:36:36,461 - mmaction - INFO - Epoch [23][1280/1712] lr: 1.000e-02, eta: 1 day, 21:31:46, time: 1.145, data_time: 0.006, memory: 5822, loss_cls: 3.3390, loss: 3.3390, grad_norm: 2.8651 2020-10-24 00:36:59,897 - mmaction - INFO - Epoch [23][1300/1712] lr: 1.000e-02, eta: 1 day, 21:31:17, time: 1.172, data_time: 0.009, memory: 5822, loss_cls: 3.3288, loss: 3.3288, grad_norm: 2.8738 2020-10-24 00:37:22,531 - mmaction - INFO - Epoch [23][1320/1712] lr: 1.000e-02, eta: 1 day, 21:30:45, time: 1.135, data_time: 0.006, memory: 5822, loss_cls: 3.3449, loss: 3.3449, grad_norm: 2.8337 2020-10-24 00:37:46,294 - mmaction - INFO - Epoch [23][1340/1712] lr: 1.000e-02, eta: 1 day, 21:30:16, time: 1.182, data_time: 0.008, memory: 5822, loss_cls: 3.2857, loss: 3.2857, grad_norm: 2.8525 2020-10-24 00:38:09,264 - mmaction - INFO - Epoch [23][1360/1712] lr: 1.000e-02, eta: 1 day, 21:29:45, time: 1.151, data_time: 0.013, memory: 5822, loss_cls: 3.3051, loss: 3.3051, grad_norm: 2.8136 2020-10-24 00:38:32,364 - mmaction - INFO - Epoch [23][1380/1712] lr: 1.000e-02, eta: 1 day, 21:29:15, time: 1.155, data_time: 0.006, memory: 5822, loss_cls: 3.3241, loss: 3.3241, grad_norm: 2.8861 2020-10-24 00:38:54,773 - mmaction - INFO - Epoch [23][1400/1712] lr: 1.000e-02, eta: 1 day, 21:28:42, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 3.2441, loss: 3.2441, grad_norm: 2.7971 2020-10-24 00:39:18,364 - mmaction - INFO - Epoch [23][1420/1712] lr: 1.000e-02, eta: 1 day, 21:28:14, time: 1.184, data_time: 0.012, memory: 5822, loss_cls: 3.3281, loss: 3.3281, grad_norm: 2.8301 2020-10-24 00:39:41,392 - mmaction - INFO - Epoch [23][1440/1712] lr: 1.000e-02, eta: 1 day, 21:27:42, time: 1.139, data_time: 0.005, memory: 5822, loss_cls: 3.2875, loss: 3.2875, grad_norm: 2.8433 2020-10-24 00:40:05,081 - mmaction - INFO - Epoch [23][1460/1712] lr: 1.000e-02, eta: 1 day, 21:27:13, time: 1.176, data_time: 0.015, memory: 5822, loss_cls: 3.3134, loss: 3.3134, grad_norm: 2.8539 2020-10-24 00:40:27,632 - mmaction - INFO - Epoch [23][1480/1712] lr: 1.000e-02, eta: 1 day, 21:26:42, time: 1.146, data_time: 0.022, memory: 5822, loss_cls: 3.3595, loss: 3.3595, grad_norm: 2.8347 2020-10-24 00:40:50,485 - mmaction - INFO - Epoch [23][1500/1712] lr: 1.000e-02, eta: 1 day, 21:26:10, time: 1.138, data_time: 0.005, memory: 5822, loss_cls: 3.2785, loss: 3.2785, grad_norm: 2.7757 2020-10-24 00:41:13,750 - mmaction - INFO - Epoch [23][1520/1712] lr: 1.000e-02, eta: 1 day, 21:25:41, time: 1.167, data_time: 0.016, memory: 5822, loss_cls: 3.3865, loss: 3.3865, grad_norm: 2.8782 2020-10-24 00:41:36,531 - mmaction - INFO - Epoch [23][1540/1712] lr: 1.000e-02, eta: 1 day, 21:25:09, time: 1.137, data_time: 0.010, memory: 5822, loss_cls: 3.2335, loss: 3.2335, grad_norm: 2.7748 2020-10-24 00:41:59,836 - mmaction - INFO - Epoch [23][1560/1712] lr: 1.000e-02, eta: 1 day, 21:24:40, time: 1.166, data_time: 0.005, memory: 5822, loss_cls: 3.2659, loss: 3.2659, grad_norm: 2.8258 2020-10-24 00:42:22,425 - mmaction - INFO - Epoch [23][1580/1712] lr: 1.000e-02, eta: 1 day, 21:24:08, time: 1.133, data_time: 0.012, memory: 5822, loss_cls: 3.2969, loss: 3.2969, grad_norm: 2.7786 2020-10-24 00:42:44,905 - mmaction - INFO - Epoch [23][1600/1712] lr: 1.000e-02, eta: 1 day, 21:23:35, time: 1.123, data_time: 0.008, memory: 5822, loss_cls: 3.3211, loss: 3.3211, grad_norm: 2.9032 2020-10-24 00:43:07,655 - mmaction - INFO - Epoch [23][1620/1712] lr: 1.000e-02, eta: 1 day, 21:23:04, time: 1.138, data_time: 0.012, memory: 5822, loss_cls: 3.2630, loss: 3.2630, grad_norm: 2.8141 2020-10-24 00:43:31,257 - mmaction - INFO - Epoch [23][1640/1712] lr: 1.000e-02, eta: 1 day, 21:22:34, time: 1.167, data_time: 0.012, memory: 5822, loss_cls: 3.2830, loss: 3.2830, grad_norm: 2.8392 2020-10-24 00:43:54,819 - mmaction - INFO - Epoch [23][1660/1712] lr: 1.000e-02, eta: 1 day, 21:22:06, time: 1.188, data_time: 0.015, memory: 5822, loss_cls: 3.2970, loss: 3.2970, grad_norm: 2.8764 2020-10-24 00:44:17,839 - mmaction - INFO - Epoch [23][1680/1712] lr: 1.000e-02, eta: 1 day, 21:21:35, time: 1.149, data_time: 0.010, memory: 5822, loss_cls: 3.3247, loss: 3.3247, grad_norm: 2.8369 2020-10-24 00:44:41,486 - mmaction - INFO - Epoch [23][1700/1712] lr: 1.000e-02, eta: 1 day, 21:21:07, time: 1.187, data_time: 0.021, memory: 5822, loss_cls: 3.3705, loss: 3.3705, grad_norm: 2.9164 2020-10-24 00:45:39,878 - mmaction - INFO - Epoch [24][20/1712] lr: 1.000e-02, eta: 1 day, 21:20:38, time: 2.146, data_time: 1.569, memory: 5822, loss_cls: 3.2794, loss: 3.2794, grad_norm: 2.7976 2020-10-24 00:46:03,126 - mmaction - INFO - Epoch [24][40/1712] lr: 1.000e-02, eta: 1 day, 21:20:08, time: 1.163, data_time: 0.104, memory: 5822, loss_cls: 3.3029, loss: 3.3029, grad_norm: 2.7516 2020-10-24 00:46:25,577 - mmaction - INFO - Epoch [24][60/1712] lr: 1.000e-02, eta: 1 day, 21:19:36, time: 1.121, data_time: 0.008, memory: 5822, loss_cls: 3.3177, loss: 3.3177, grad_norm: 2.8572 2020-10-24 00:46:48,788 - mmaction - INFO - Epoch [24][80/1712] lr: 1.000e-02, eta: 1 day, 21:19:06, time: 1.162, data_time: 0.006, memory: 5822, loss_cls: 3.2963, loss: 3.2963, grad_norm: 2.8044 2020-10-24 00:47:11,964 - mmaction - INFO - Epoch [24][100/1712] lr: 1.000e-02, eta: 1 day, 21:18:35, time: 1.148, data_time: 0.010, memory: 5822, loss_cls: 3.2381, loss: 3.2381, grad_norm: 2.7763 2020-10-24 00:47:34,595 - mmaction - INFO - Epoch [24][120/1712] lr: 1.000e-02, eta: 1 day, 21:18:04, time: 1.142, data_time: 0.027, memory: 5822, loss_cls: 3.2816, loss: 3.2816, grad_norm: 2.8214 2020-10-24 00:47:57,456 - mmaction - INFO - Epoch [24][140/1712] lr: 1.000e-02, eta: 1 day, 21:17:33, time: 1.142, data_time: 0.011, memory: 5822, loss_cls: 3.2670, loss: 3.2670, grad_norm: 2.8236 2020-10-24 00:48:20,313 - mmaction - INFO - Epoch [24][160/1712] lr: 1.000e-02, eta: 1 day, 21:17:01, time: 1.137, data_time: 0.012, memory: 5822, loss_cls: 3.3466, loss: 3.3466, grad_norm: 2.9161 2020-10-24 00:48:42,926 - mmaction - INFO - Epoch [24][180/1712] lr: 1.000e-02, eta: 1 day, 21:16:30, time: 1.138, data_time: 0.023, memory: 5822, loss_cls: 3.3244, loss: 3.3244, grad_norm: 2.7930 2020-10-24 00:49:05,483 - mmaction - INFO - Epoch [24][200/1712] lr: 1.000e-02, eta: 1 day, 21:15:58, time: 1.128, data_time: 0.018, memory: 5822, loss_cls: 3.2890, loss: 3.2890, grad_norm: 2.8366 2020-10-24 00:49:27,889 - mmaction - INFO - Epoch [24][220/1712] lr: 1.000e-02, eta: 1 day, 21:15:25, time: 1.122, data_time: 0.019, memory: 5822, loss_cls: 3.3119, loss: 3.3119, grad_norm: 2.8131 2020-10-24 00:49:50,256 - mmaction - INFO - Epoch [24][240/1712] lr: 1.000e-02, eta: 1 day, 21:14:52, time: 1.118, data_time: 0.001, memory: 5822, loss_cls: 3.3026, loss: 3.3026, grad_norm: 2.8762 2020-10-24 00:50:13,139 - mmaction - INFO - Epoch [24][260/1712] lr: 1.000e-02, eta: 1 day, 21:14:21, time: 1.144, data_time: 0.012, memory: 5822, loss_cls: 3.2581, loss: 3.2581, grad_norm: 2.8089 2020-10-24 00:50:36,510 - mmaction - INFO - Epoch [24][280/1712] lr: 1.000e-02, eta: 1 day, 21:13:52, time: 1.169, data_time: 0.067, memory: 5822, loss_cls: 3.3365, loss: 3.3365, grad_norm: 2.8603 2020-10-24 00:50:59,322 - mmaction - INFO - Epoch [24][300/1712] lr: 1.000e-02, eta: 1 day, 21:13:21, time: 1.136, data_time: 0.078, memory: 5822, loss_cls: 3.2667, loss: 3.2667, grad_norm: 2.8494 2020-10-24 00:51:21,855 - mmaction - INFO - Epoch [24][320/1712] lr: 1.000e-02, eta: 1 day, 21:12:49, time: 1.131, data_time: 0.023, memory: 5822, loss_cls: 3.3078, loss: 3.3078, grad_norm: 2.7764 2020-10-24 00:51:45,041 - mmaction - INFO - Epoch [24][340/1712] lr: 1.000e-02, eta: 1 day, 21:12:19, time: 1.159, data_time: 0.004, memory: 5822, loss_cls: 3.2678, loss: 3.2678, grad_norm: 2.7630 2020-10-24 00:52:07,679 - mmaction - INFO - Epoch [24][360/1712] lr: 1.000e-02, eta: 1 day, 21:11:47, time: 1.127, data_time: 0.004, memory: 5822, loss_cls: 3.2568, loss: 3.2568, grad_norm: 2.8637 2020-10-24 00:52:30,299 - mmaction - INFO - Epoch [24][380/1712] lr: 1.000e-02, eta: 1 day, 21:11:15, time: 1.137, data_time: 0.007, memory: 5822, loss_cls: 3.3242, loss: 3.3242, grad_norm: 2.8131 2020-10-24 00:52:53,470 - mmaction - INFO - Epoch [24][400/1712] lr: 1.000e-02, eta: 1 day, 21:10:45, time: 1.155, data_time: 0.002, memory: 5822, loss_cls: 3.2898, loss: 3.2898, grad_norm: 2.8012 2020-10-24 00:53:16,435 - mmaction - INFO - Epoch [24][420/1712] lr: 1.000e-02, eta: 1 day, 21:10:14, time: 1.149, data_time: 0.007, memory: 5822, loss_cls: 3.2911, loss: 3.2911, grad_norm: 2.8589 2020-10-24 00:53:39,075 - mmaction - INFO - Epoch [24][440/1712] lr: 1.000e-02, eta: 1 day, 21:09:43, time: 1.130, data_time: 0.003, memory: 5822, loss_cls: 3.3111, loss: 3.3111, grad_norm: 2.8737 2020-10-24 00:54:02,081 - mmaction - INFO - Epoch [24][460/1712] lr: 1.000e-02, eta: 1 day, 21:09:12, time: 1.155, data_time: 0.007, memory: 5822, loss_cls: 3.2819, loss: 3.2819, grad_norm: 2.8773 2020-10-24 00:54:24,704 - mmaction - INFO - Epoch [24][480/1712] lr: 1.000e-02, eta: 1 day, 21:08:41, time: 1.130, data_time: 0.002, memory: 5822, loss_cls: 3.2957, loss: 3.2957, grad_norm: 2.8827 2020-10-24 00:54:47,592 - mmaction - INFO - Epoch [24][500/1712] lr: 1.000e-02, eta: 1 day, 21:08:10, time: 1.144, data_time: 0.003, memory: 5822, loss_cls: 3.2212, loss: 3.2212, grad_norm: 2.7637 2020-10-24 00:55:10,344 - mmaction - INFO - Epoch [24][520/1712] lr: 1.000e-02, eta: 1 day, 21:07:38, time: 1.134, data_time: 0.005, memory: 5822, loss_cls: 3.2700, loss: 3.2700, grad_norm: 2.7952 2020-10-24 00:55:33,248 - mmaction - INFO - Epoch [24][540/1712] lr: 1.000e-02, eta: 1 day, 21:07:08, time: 1.150, data_time: 0.006, memory: 5822, loss_cls: 3.2919, loss: 3.2919, grad_norm: 2.7693 2020-10-24 00:55:56,501 - mmaction - INFO - Epoch [24][560/1712] lr: 1.000e-02, eta: 1 day, 21:06:38, time: 1.162, data_time: 0.002, memory: 5822, loss_cls: 3.3243, loss: 3.3243, grad_norm: 2.8418 2020-10-24 00:56:18,912 - mmaction - INFO - Epoch [24][580/1712] lr: 1.000e-02, eta: 1 day, 21:06:06, time: 1.122, data_time: 0.009, memory: 5822, loss_cls: 3.2482, loss: 3.2482, grad_norm: 2.7792 2020-10-24 00:56:42,142 - mmaction - INFO - Epoch [24][600/1712] lr: 1.000e-02, eta: 1 day, 21:05:36, time: 1.160, data_time: 0.001, memory: 5822, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.7882 2020-10-24 00:57:05,021 - mmaction - INFO - Epoch [24][620/1712] lr: 1.000e-02, eta: 1 day, 21:05:05, time: 1.144, data_time: 0.003, memory: 5822, loss_cls: 3.2132, loss: 3.2132, grad_norm: 2.8023 2020-10-24 00:57:27,410 - mmaction - INFO - Epoch [24][640/1712] lr: 1.000e-02, eta: 1 day, 21:04:32, time: 1.110, data_time: 0.002, memory: 5822, loss_cls: 3.2463, loss: 3.2463, grad_norm: 2.7931 2020-10-24 00:57:50,021 - mmaction - INFO - Epoch [24][660/1712] lr: 1.000e-02, eta: 1 day, 21:04:01, time: 1.140, data_time: 0.010, memory: 5822, loss_cls: 3.3583, loss: 3.3583, grad_norm: 2.8410 2020-10-24 00:58:13,180 - mmaction - INFO - Epoch [24][680/1712] lr: 1.000e-02, eta: 1 day, 21:03:31, time: 1.153, data_time: 0.004, memory: 5822, loss_cls: 3.2577, loss: 3.2577, grad_norm: 2.8326 2020-10-24 00:58:36,155 - mmaction - INFO - Epoch [24][700/1712] lr: 1.000e-02, eta: 1 day, 21:03:00, time: 1.152, data_time: 0.019, memory: 5822, loss_cls: 3.3132, loss: 3.3132, grad_norm: 2.8434 2020-10-24 00:58:58,493 - mmaction - INFO - Epoch [24][720/1712] lr: 1.000e-02, eta: 1 day, 21:02:28, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 3.3244, loss: 3.3244, grad_norm: 2.8353 2020-10-24 00:59:22,556 - mmaction - INFO - Epoch [24][740/1712] lr: 1.000e-02, eta: 1 day, 21:02:00, time: 1.199, data_time: 0.006, memory: 5822, loss_cls: 3.2758, loss: 3.2758, grad_norm: 2.8363 2020-10-24 00:59:45,041 - mmaction - INFO - Epoch [24][760/1712] lr: 1.000e-02, eta: 1 day, 21:01:29, time: 1.130, data_time: 0.015, memory: 5822, loss_cls: 3.2652, loss: 3.2652, grad_norm: 2.8159 2020-10-24 01:00:08,739 - mmaction - INFO - Epoch [24][780/1712] lr: 1.000e-02, eta: 1 day, 21:01:01, time: 1.188, data_time: 0.005, memory: 5822, loss_cls: 3.2676, loss: 3.2676, grad_norm: 2.8583 2020-10-24 01:00:31,825 - mmaction - INFO - Epoch [24][800/1712] lr: 1.000e-02, eta: 1 day, 21:00:30, time: 1.151, data_time: 0.003, memory: 5822, loss_cls: 3.3129, loss: 3.3129, grad_norm: 2.8497 2020-10-24 01:00:53,912 - mmaction - INFO - Epoch [24][820/1712] lr: 1.000e-02, eta: 1 day, 20:59:57, time: 1.107, data_time: 0.007, memory: 5822, loss_cls: 3.2732, loss: 3.2732, grad_norm: 2.8290 2020-10-24 01:01:16,561 - mmaction - INFO - Epoch [24][840/1712] lr: 1.000e-02, eta: 1 day, 20:59:26, time: 1.131, data_time: 0.012, memory: 5822, loss_cls: 3.2533, loss: 3.2533, grad_norm: 2.8657 2020-10-24 01:01:39,503 - mmaction - INFO - Epoch [24][860/1712] lr: 1.000e-02, eta: 1 day, 20:58:55, time: 1.147, data_time: 0.004, memory: 5822, loss_cls: 3.2928, loss: 3.2928, grad_norm: 2.9155 2020-10-24 01:02:02,680 - mmaction - INFO - Epoch [24][880/1712] lr: 1.000e-02, eta: 1 day, 20:58:25, time: 1.161, data_time: 0.005, memory: 5822, loss_cls: 3.2602, loss: 3.2602, grad_norm: 2.8364 2020-10-24 01:02:25,427 - mmaction - INFO - Epoch [24][900/1712] lr: 1.000e-02, eta: 1 day, 20:57:54, time: 1.136, data_time: 0.008, memory: 5822, loss_cls: 3.3170, loss: 3.3170, grad_norm: 2.8993 2020-10-24 01:02:48,674 - mmaction - INFO - Epoch [24][920/1712] lr: 1.000e-02, eta: 1 day, 20:57:25, time: 1.163, data_time: 0.007, memory: 5822, loss_cls: 3.3766, loss: 3.3766, grad_norm: 2.8763 2020-10-24 01:03:11,436 - mmaction - INFO - Epoch [24][940/1712] lr: 1.000e-02, eta: 1 day, 20:56:54, time: 1.140, data_time: 0.004, memory: 5822, loss_cls: 3.2981, loss: 3.2981, grad_norm: 2.8414 2020-10-24 01:03:34,741 - mmaction - INFO - Epoch [24][960/1712] lr: 1.000e-02, eta: 1 day, 20:56:24, time: 1.165, data_time: 0.001, memory: 5822, loss_cls: 3.2604, loss: 3.2604, grad_norm: 2.8305 2020-10-24 01:03:57,387 - mmaction - INFO - Epoch [24][980/1712] lr: 1.000e-02, eta: 1 day, 20:55:53, time: 1.131, data_time: 0.001, memory: 5822, loss_cls: 3.3270, loss: 3.3270, grad_norm: 2.8750 2020-10-24 01:04:20,211 - mmaction - INFO - Epoch [24][1000/1712] lr: 1.000e-02, eta: 1 day, 20:55:22, time: 1.142, data_time: 0.004, memory: 5822, loss_cls: 3.3439, loss: 3.3439, grad_norm: 2.7786 2020-10-24 01:04:42,445 - mmaction - INFO - Epoch [24][1020/1712] lr: 1.000e-02, eta: 1 day, 20:54:49, time: 1.108, data_time: 0.002, memory: 5822, loss_cls: 3.3500, loss: 3.3500, grad_norm: 2.8348 2020-10-24 01:05:05,130 - mmaction - INFO - Epoch [24][1040/1712] lr: 1.000e-02, eta: 1 day, 20:54:18, time: 1.134, data_time: 0.005, memory: 5822, loss_cls: 3.3343, loss: 3.3343, grad_norm: 2.8816 2020-10-24 01:05:27,598 - mmaction - INFO - Epoch [24][1060/1712] lr: 1.000e-02, eta: 1 day, 20:53:46, time: 1.127, data_time: 0.028, memory: 5822, loss_cls: 3.3169, loss: 3.3169, grad_norm: 2.8147 2020-10-24 01:05:50,316 - mmaction - INFO - Epoch [24][1080/1712] lr: 1.000e-02, eta: 1 day, 20:53:15, time: 1.135, data_time: 0.002, memory: 5822, loss_cls: 3.2509, loss: 3.2509, grad_norm: 2.7820 2020-10-24 01:06:13,653 - mmaction - INFO - Epoch [24][1100/1712] lr: 1.000e-02, eta: 1 day, 20:52:45, time: 1.167, data_time: 0.003, memory: 5822, loss_cls: 3.3392, loss: 3.3392, grad_norm: 2.8711 2020-10-24 01:06:37,030 - mmaction - INFO - Epoch [24][1120/1712] lr: 1.000e-02, eta: 1 day, 20:52:16, time: 1.162, data_time: 0.007, memory: 5822, loss_cls: 3.3391, loss: 3.3391, grad_norm: 2.8844 2020-10-24 01:07:00,003 - mmaction - INFO - Epoch [24][1140/1712] lr: 1.000e-02, eta: 1 day, 20:51:46, time: 1.156, data_time: 0.011, memory: 5822, loss_cls: 3.2977, loss: 3.2977, grad_norm: 2.8233 2020-10-24 01:07:22,785 - mmaction - INFO - Epoch [24][1160/1712] lr: 1.000e-02, eta: 1 day, 20:51:15, time: 1.135, data_time: 0.003, memory: 5822, loss_cls: 3.2653, loss: 3.2653, grad_norm: 2.8376 2020-10-24 01:07:45,699 - mmaction - INFO - Epoch [24][1180/1712] lr: 1.000e-02, eta: 1 day, 20:50:44, time: 1.147, data_time: 0.018, memory: 5822, loss_cls: 3.2711, loss: 3.2711, grad_norm: 2.8013 2020-10-24 01:08:08,845 - mmaction - INFO - Epoch [24][1200/1712] lr: 1.000e-02, eta: 1 day, 20:50:14, time: 1.152, data_time: 0.007, memory: 5822, loss_cls: 3.3173, loss: 3.3173, grad_norm: 2.8113 2020-10-24 01:08:31,908 - mmaction - INFO - Epoch [24][1220/1712] lr: 1.000e-02, eta: 1 day, 20:49:44, time: 1.151, data_time: 0.010, memory: 5822, loss_cls: 3.3114, loss: 3.3114, grad_norm: 2.7978 2020-10-24 01:08:54,385 - mmaction - INFO - Epoch [24][1240/1712] lr: 1.000e-02, eta: 1 day, 20:49:13, time: 1.130, data_time: 0.008, memory: 5822, loss_cls: 3.2985, loss: 3.2985, grad_norm: 2.7996 2020-10-24 01:09:17,860 - mmaction - INFO - Epoch [24][1260/1712] lr: 1.000e-02, eta: 1 day, 20:48:43, time: 1.161, data_time: 0.002, memory: 5822, loss_cls: 3.3564, loss: 3.3564, grad_norm: 2.8657 2020-10-24 01:09:41,212 - mmaction - INFO - Epoch [24][1280/1712] lr: 1.000e-02, eta: 1 day, 20:48:15, time: 1.180, data_time: 0.015, memory: 5822, loss_cls: 3.3264, loss: 3.3264, grad_norm: 2.9275 2020-10-24 01:10:03,332 - mmaction - INFO - Epoch [24][1300/1712] lr: 1.000e-02, eta: 1 day, 20:47:42, time: 1.106, data_time: 0.002, memory: 5822, loss_cls: 3.2595, loss: 3.2595, grad_norm: 2.8553 2020-10-24 01:10:26,469 - mmaction - INFO - Epoch [24][1320/1712] lr: 1.000e-02, eta: 1 day, 20:47:12, time: 1.156, data_time: 0.008, memory: 5822, loss_cls: 3.3636, loss: 3.3636, grad_norm: 2.8638 2020-10-24 01:10:49,466 - mmaction - INFO - Epoch [24][1340/1712] lr: 1.000e-02, eta: 1 day, 20:46:42, time: 1.149, data_time: 0.001, memory: 5822, loss_cls: 3.2509, loss: 3.2509, grad_norm: 2.8658 2020-10-24 01:11:11,897 - mmaction - INFO - Epoch [24][1360/1712] lr: 1.000e-02, eta: 1 day, 20:46:10, time: 1.121, data_time: 0.004, memory: 5822, loss_cls: 3.3080, loss: 3.3080, grad_norm: 2.8530 2020-10-24 01:11:34,817 - mmaction - INFO - Epoch [24][1380/1712] lr: 1.000e-02, eta: 1 day, 20:45:39, time: 1.147, data_time: 0.003, memory: 5822, loss_cls: 3.2789, loss: 3.2789, grad_norm: 2.8230 2020-10-24 01:11:57,640 - mmaction - INFO - Epoch [24][1400/1712] lr: 1.000e-02, eta: 1 day, 20:45:08, time: 1.138, data_time: 0.002, memory: 5822, loss_cls: 3.3104, loss: 3.3104, grad_norm: 2.8625 2020-10-24 01:12:20,666 - mmaction - INFO - Epoch [24][1420/1712] lr: 1.000e-02, eta: 1 day, 20:44:39, time: 1.155, data_time: 0.006, memory: 5822, loss_cls: 3.2811, loss: 3.2811, grad_norm: 2.8713 2020-10-24 01:12:43,549 - mmaction - INFO - Epoch [24][1440/1712] lr: 1.000e-02, eta: 1 day, 20:44:08, time: 1.141, data_time: 0.001, memory: 5822, loss_cls: 3.3118, loss: 3.3118, grad_norm: 2.7844 2020-10-24 01:13:06,401 - mmaction - INFO - Epoch [24][1460/1712] lr: 1.000e-02, eta: 1 day, 20:43:37, time: 1.144, data_time: 0.010, memory: 5822, loss_cls: 3.3345, loss: 3.3345, grad_norm: 2.9292 2020-10-24 01:13:29,940 - mmaction - INFO - Epoch [24][1480/1712] lr: 1.000e-02, eta: 1 day, 20:43:09, time: 1.174, data_time: 0.006, memory: 5822, loss_cls: 3.2446, loss: 3.2446, grad_norm: 2.7991 2020-10-24 01:13:53,619 - mmaction - INFO - Epoch [24][1500/1712] lr: 1.000e-02, eta: 1 day, 20:42:41, time: 1.183, data_time: 0.007, memory: 5822, loss_cls: 3.3039, loss: 3.3039, grad_norm: 2.8530 2020-10-24 01:14:16,565 - mmaction - INFO - Epoch [24][1520/1712] lr: 1.000e-02, eta: 1 day, 20:42:11, time: 1.149, data_time: 0.007, memory: 5822, loss_cls: 3.3369, loss: 3.3369, grad_norm: 2.8219 2020-10-24 01:14:39,673 - mmaction - INFO - Epoch [24][1540/1712] lr: 1.000e-02, eta: 1 day, 20:41:41, time: 1.158, data_time: 0.008, memory: 5822, loss_cls: 3.2476, loss: 3.2476, grad_norm: 2.7765 2020-10-24 01:15:02,901 - mmaction - INFO - Epoch [24][1560/1712] lr: 1.000e-02, eta: 1 day, 20:41:11, time: 1.156, data_time: 0.003, memory: 5822, loss_cls: 3.3216, loss: 3.3216, grad_norm: 2.8490 2020-10-24 01:15:26,004 - mmaction - INFO - Epoch [24][1580/1712] lr: 1.000e-02, eta: 1 day, 20:40:42, time: 1.159, data_time: 0.010, memory: 5822, loss_cls: 3.2722, loss: 3.2722, grad_norm: 2.8095 2020-10-24 01:15:48,574 - mmaction - INFO - Epoch [24][1600/1712] lr: 1.000e-02, eta: 1 day, 20:40:10, time: 1.130, data_time: 0.005, memory: 5822, loss_cls: 3.3102, loss: 3.3102, grad_norm: 2.8255 2020-10-24 01:16:10,538 - mmaction - INFO - Epoch [24][1620/1712] lr: 1.000e-02, eta: 1 day, 20:39:37, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 3.2984, loss: 3.2984, grad_norm: 2.7945 2020-10-24 01:16:33,141 - mmaction - INFO - Epoch [24][1640/1712] lr: 1.000e-02, eta: 1 day, 20:39:05, time: 1.122, data_time: 0.003, memory: 5822, loss_cls: 3.2648, loss: 3.2648, grad_norm: 2.8083 2020-10-24 01:16:55,671 - mmaction - INFO - Epoch [24][1660/1712] lr: 1.000e-02, eta: 1 day, 20:38:34, time: 1.131, data_time: 0.010, memory: 5822, loss_cls: 3.2619, loss: 3.2619, grad_norm: 2.7801 2020-10-24 01:17:19,238 - mmaction - INFO - Epoch [24][1680/1712] lr: 1.000e-02, eta: 1 day, 20:38:06, time: 1.182, data_time: 0.009, memory: 5822, loss_cls: 3.3588, loss: 3.3588, grad_norm: 2.8900 2020-10-24 01:17:42,128 - mmaction - INFO - Epoch [24][1700/1712] lr: 1.000e-02, eta: 1 day, 20:37:35, time: 1.136, data_time: 0.002, memory: 5822, loss_cls: 3.3346, loss: 3.3346, grad_norm: 2.8307 2020-10-24 01:18:44,599 - mmaction - INFO - Epoch [25][20/1712] lr: 1.000e-02, eta: 1 day, 20:37:20, time: 2.362, data_time: 1.261, memory: 5822, loss_cls: 3.3033, loss: 3.3033, grad_norm: 2.8309 2020-10-24 01:19:07,529 - mmaction - INFO - Epoch [25][40/1712] lr: 1.000e-02, eta: 1 day, 20:36:50, time: 1.147, data_time: 0.003, memory: 5822, loss_cls: 3.3650, loss: 3.3650, grad_norm: 2.9385 2020-10-24 01:19:30,022 - mmaction - INFO - Epoch [25][60/1712] lr: 1.000e-02, eta: 1 day, 20:36:18, time: 1.124, data_time: 0.004, memory: 5822, loss_cls: 3.2930, loss: 3.2930, grad_norm: 2.8087 2020-10-24 01:19:52,135 - mmaction - INFO - Epoch [25][80/1712] lr: 1.000e-02, eta: 1 day, 20:35:45, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 3.2592, loss: 3.2592, grad_norm: 2.7937 2020-10-24 01:20:15,257 - mmaction - INFO - Epoch [25][100/1712] lr: 1.000e-02, eta: 1 day, 20:35:15, time: 1.160, data_time: 0.012, memory: 5822, loss_cls: 3.2802, loss: 3.2802, grad_norm: 2.8201 2020-10-24 01:20:38,650 - mmaction - INFO - Epoch [25][120/1712] lr: 1.000e-02, eta: 1 day, 20:34:46, time: 1.164, data_time: 0.004, memory: 5822, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.7810 2020-10-24 01:21:02,409 - mmaction - INFO - Epoch [25][140/1712] lr: 1.000e-02, eta: 1 day, 20:34:19, time: 1.194, data_time: 0.010, memory: 5822, loss_cls: 3.3165, loss: 3.3165, grad_norm: 2.9017 2020-10-24 01:21:25,458 - mmaction - INFO - Epoch [25][160/1712] lr: 1.000e-02, eta: 1 day, 20:33:49, time: 1.152, data_time: 0.003, memory: 5822, loss_cls: 3.3713, loss: 3.3713, grad_norm: 2.8729 2020-10-24 01:21:48,236 - mmaction - INFO - Epoch [25][180/1712] lr: 1.000e-02, eta: 1 day, 20:33:18, time: 1.139, data_time: 0.004, memory: 5822, loss_cls: 3.3199, loss: 3.3199, grad_norm: 2.8107 2020-10-24 01:22:11,112 - mmaction - INFO - Epoch [25][200/1712] lr: 1.000e-02, eta: 1 day, 20:32:48, time: 1.145, data_time: 0.012, memory: 5822, loss_cls: 3.3037, loss: 3.3037, grad_norm: 2.8059 2020-10-24 01:22:34,250 - mmaction - INFO - Epoch [25][220/1712] lr: 1.000e-02, eta: 1 day, 20:32:18, time: 1.155, data_time: 0.003, memory: 5822, loss_cls: 3.2675, loss: 3.2675, grad_norm: 2.8159 2020-10-24 01:22:56,834 - mmaction - INFO - Epoch [25][240/1712] lr: 1.000e-02, eta: 1 day, 20:31:47, time: 1.126, data_time: 0.004, memory: 5822, loss_cls: 3.3165, loss: 3.3165, grad_norm: 2.8221 2020-10-24 01:23:19,319 - mmaction - INFO - Epoch [25][260/1712] lr: 1.000e-02, eta: 1 day, 20:31:15, time: 1.129, data_time: 0.009, memory: 5822, loss_cls: 3.2866, loss: 3.2866, grad_norm: 2.7999 2020-10-24 01:23:42,729 - mmaction - INFO - Epoch [25][280/1712] lr: 1.000e-02, eta: 1 day, 20:30:46, time: 1.163, data_time: 0.004, memory: 5822, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.8257 2020-10-24 01:24:06,532 - mmaction - INFO - Epoch [25][300/1712] lr: 1.000e-02, eta: 1 day, 20:30:19, time: 1.191, data_time: 0.010, memory: 5822, loss_cls: 3.3322, loss: 3.3322, grad_norm: 2.8514 2020-10-24 01:24:30,295 - mmaction - INFO - Epoch [25][320/1712] lr: 1.000e-02, eta: 1 day, 20:29:52, time: 1.194, data_time: 0.007, memory: 5822, loss_cls: 3.2444, loss: 3.2444, grad_norm: 2.8347 2020-10-24 01:24:53,329 - mmaction - INFO - Epoch [25][340/1712] lr: 1.000e-02, eta: 1 day, 20:29:22, time: 1.151, data_time: 0.004, memory: 5822, loss_cls: 3.3106, loss: 3.3106, grad_norm: 2.8134 2020-10-24 01:25:16,781 - mmaction - INFO - Epoch [25][360/1712] lr: 1.000e-02, eta: 1 day, 20:28:53, time: 1.173, data_time: 0.004, memory: 5822, loss_cls: 3.3417, loss: 3.3417, grad_norm: 2.9066 2020-10-24 01:25:40,554 - mmaction - INFO - Epoch [25][380/1712] lr: 1.000e-02, eta: 1 day, 20:28:26, time: 1.188, data_time: 0.008, memory: 5822, loss_cls: 3.2772, loss: 3.2772, grad_norm: 2.8385 2020-10-24 01:26:03,851 - mmaction - INFO - Epoch [25][400/1712] lr: 1.000e-02, eta: 1 day, 20:27:57, time: 1.165, data_time: 0.004, memory: 5822, loss_cls: 3.3244, loss: 3.3244, grad_norm: 2.8981 2020-10-24 01:26:26,518 - mmaction - INFO - Epoch [25][420/1712] lr: 1.000e-02, eta: 1 day, 20:27:26, time: 1.131, data_time: 0.006, memory: 5822, loss_cls: 3.2593, loss: 3.2593, grad_norm: 2.8407 2020-10-24 01:26:48,944 - mmaction - INFO - Epoch [25][440/1712] lr: 1.000e-02, eta: 1 day, 20:26:54, time: 1.122, data_time: 0.006, memory: 5822, loss_cls: 3.3169, loss: 3.3169, grad_norm: 2.8833 2020-10-24 01:27:11,178 - mmaction - INFO - Epoch [25][460/1712] lr: 1.000e-02, eta: 1 day, 20:26:22, time: 1.113, data_time: 0.006, memory: 5822, loss_cls: 3.2812, loss: 3.2812, grad_norm: 2.7512 2020-10-24 01:27:34,316 - mmaction - INFO - Epoch [25][480/1712] lr: 1.000e-02, eta: 1 day, 20:25:52, time: 1.147, data_time: 0.007, memory: 5822, loss_cls: 3.2554, loss: 3.2554, grad_norm: 2.8081 2020-10-24 01:27:57,368 - mmaction - INFO - Epoch [25][500/1712] lr: 1.000e-02, eta: 1 day, 20:25:23, time: 1.164, data_time: 0.013, memory: 5822, loss_cls: 3.2660, loss: 3.2660, grad_norm: 2.8124 2020-10-24 01:28:20,064 - mmaction - INFO - Epoch [25][520/1712] lr: 1.000e-02, eta: 1 day, 20:24:51, time: 1.130, data_time: 0.002, memory: 5822, loss_cls: 3.3313, loss: 3.3313, grad_norm: 2.9164 2020-10-24 01:28:43,055 - mmaction - INFO - Epoch [25][540/1712] lr: 1.000e-02, eta: 1 day, 20:24:22, time: 1.154, data_time: 0.009, memory: 5822, loss_cls: 3.2558, loss: 3.2558, grad_norm: 2.8830 2020-10-24 01:29:05,659 - mmaction - INFO - Epoch [25][560/1712] lr: 1.000e-02, eta: 1 day, 20:23:51, time: 1.128, data_time: 0.005, memory: 5822, loss_cls: 3.3190, loss: 3.3190, grad_norm: 2.8702 2020-10-24 01:29:28,623 - mmaction - INFO - Epoch [25][580/1712] lr: 1.000e-02, eta: 1 day, 20:23:20, time: 1.146, data_time: 0.003, memory: 5822, loss_cls: 3.2469, loss: 3.2469, grad_norm: 2.8172 2020-10-24 01:29:52,077 - mmaction - INFO - Epoch [25][600/1712] lr: 1.000e-02, eta: 1 day, 20:22:52, time: 1.176, data_time: 0.008, memory: 5822, loss_cls: 3.3056, loss: 3.3056, grad_norm: 2.8414 2020-10-24 01:30:15,117 - mmaction - INFO - Epoch [25][620/1712] lr: 1.000e-02, eta: 1 day, 20:22:22, time: 1.152, data_time: 0.004, memory: 5822, loss_cls: 3.3408, loss: 3.3408, grad_norm: 2.9062 2020-10-24 01:30:38,006 - mmaction - INFO - Epoch [25][640/1712] lr: 1.000e-02, eta: 1 day, 20:21:52, time: 1.140, data_time: 0.001, memory: 5822, loss_cls: 3.2751, loss: 3.2751, grad_norm: 2.8120 2020-10-24 01:31:00,701 - mmaction - INFO - Epoch [25][660/1712] lr: 1.000e-02, eta: 1 day, 20:21:21, time: 1.130, data_time: 0.017, memory: 5822, loss_cls: 3.3186, loss: 3.3186, grad_norm: 2.8785 2020-10-24 01:31:23,132 - mmaction - INFO - Epoch [25][680/1712] lr: 1.000e-02, eta: 1 day, 20:20:50, time: 1.128, data_time: 0.013, memory: 5822, loss_cls: 3.3265, loss: 3.3265, grad_norm: 2.8683 2020-10-24 01:31:45,994 - mmaction - INFO - Epoch [25][700/1712] lr: 1.000e-02, eta: 1 day, 20:20:19, time: 1.137, data_time: 0.006, memory: 5822, loss_cls: 3.2799, loss: 3.2799, grad_norm: 2.8540 2020-10-24 01:32:08,232 - mmaction - INFO - Epoch [25][720/1712] lr: 1.000e-02, eta: 1 day, 20:19:47, time: 1.113, data_time: 0.011, memory: 5822, loss_cls: 3.2677, loss: 3.2677, grad_norm: 2.8545 2020-10-24 01:32:31,313 - mmaction - INFO - Epoch [25][740/1712] lr: 1.000e-02, eta: 1 day, 20:19:18, time: 1.160, data_time: 0.009, memory: 5822, loss_cls: 3.2542, loss: 3.2542, grad_norm: 2.7860 2020-10-24 01:32:53,936 - mmaction - INFO - Epoch [25][760/1712] lr: 1.000e-02, eta: 1 day, 20:18:47, time: 1.132, data_time: 0.002, memory: 5822, loss_cls: 3.2639, loss: 3.2639, grad_norm: 2.8518 2020-10-24 01:33:16,601 - mmaction - INFO - Epoch [25][780/1712] lr: 1.000e-02, eta: 1 day, 20:18:16, time: 1.133, data_time: 0.006, memory: 5822, loss_cls: 3.2701, loss: 3.2701, grad_norm: 2.8147 2020-10-24 01:33:39,165 - mmaction - INFO - Epoch [25][800/1712] lr: 1.000e-02, eta: 1 day, 20:17:45, time: 1.128, data_time: 0.003, memory: 5822, loss_cls: 3.2750, loss: 3.2750, grad_norm: 2.8427 2020-10-24 01:34:02,379 - mmaction - INFO - Epoch [25][820/1712] lr: 1.000e-02, eta: 1 day, 20:17:16, time: 1.159, data_time: 0.002, memory: 5822, loss_cls: 3.3217, loss: 3.3217, grad_norm: 2.9440 2020-10-24 01:34:25,567 - mmaction - INFO - Epoch [25][840/1712] lr: 1.000e-02, eta: 1 day, 20:16:46, time: 1.159, data_time: 0.003, memory: 5822, loss_cls: 3.3489, loss: 3.3489, grad_norm: 2.9426 2020-10-24 01:34:47,560 - mmaction - INFO - Epoch [25][860/1712] lr: 1.000e-02, eta: 1 day, 20:16:13, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 3.2811, loss: 3.2811, grad_norm: 2.8773 2020-10-24 01:35:09,895 - mmaction - INFO - Epoch [25][880/1712] lr: 1.000e-02, eta: 1 day, 20:15:42, time: 1.115, data_time: 0.010, memory: 5822, loss_cls: 3.2883, loss: 3.2883, grad_norm: 2.8681 2020-10-24 01:35:33,007 - mmaction - INFO - Epoch [25][900/1712] lr: 1.000e-02, eta: 1 day, 20:15:12, time: 1.156, data_time: 0.005, memory: 5822, loss_cls: 3.2925, loss: 3.2925, grad_norm: 2.8499 2020-10-24 01:35:55,431 - mmaction - INFO - Epoch [25][920/1712] lr: 1.000e-02, eta: 1 day, 20:14:40, time: 1.116, data_time: 0.004, memory: 5822, loss_cls: 3.2843, loss: 3.2843, grad_norm: 2.9288 2020-10-24 01:36:18,391 - mmaction - INFO - Epoch [25][940/1712] lr: 1.000e-02, eta: 1 day, 20:14:10, time: 1.147, data_time: 0.010, memory: 5822, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.8162 2020-10-24 01:36:41,434 - mmaction - INFO - Epoch [25][960/1712] lr: 1.000e-02, eta: 1 day, 20:13:41, time: 1.161, data_time: 0.013, memory: 5822, loss_cls: 3.2578, loss: 3.2578, grad_norm: 2.8386 2020-10-24 01:37:04,365 - mmaction - INFO - Epoch [25][980/1712] lr: 1.000e-02, eta: 1 day, 20:13:11, time: 1.143, data_time: 0.010, memory: 5822, loss_cls: 3.2657, loss: 3.2657, grad_norm: 2.8304 2020-10-24 01:37:26,867 - mmaction - INFO - Epoch [25][1000/1712] lr: 1.000e-02, eta: 1 day, 20:12:40, time: 1.123, data_time: 0.011, memory: 5822, loss_cls: 3.2659, loss: 3.2659, grad_norm: 2.8521 2020-10-24 01:37:49,610 - mmaction - INFO - Epoch [25][1020/1712] lr: 1.000e-02, eta: 1 day, 20:12:09, time: 1.141, data_time: 0.008, memory: 5822, loss_cls: 3.2823, loss: 3.2823, grad_norm: 2.8342 2020-10-24 01:38:12,644 - mmaction - INFO - Epoch [25][1040/1712] lr: 1.000e-02, eta: 1 day, 20:11:39, time: 1.145, data_time: 0.008, memory: 5822, loss_cls: 3.2862, loss: 3.2862, grad_norm: 2.8561 2020-10-24 01:38:35,260 - mmaction - INFO - Epoch [25][1060/1712] lr: 1.000e-02, eta: 1 day, 20:11:09, time: 1.138, data_time: 0.017, memory: 5822, loss_cls: 3.2533, loss: 3.2533, grad_norm: 2.8361 2020-10-24 01:38:58,769 - mmaction - INFO - Epoch [25][1080/1712] lr: 1.000e-02, eta: 1 day, 20:10:41, time: 1.176, data_time: 0.010, memory: 5822, loss_cls: 3.3057, loss: 3.3057, grad_norm: 2.8430 2020-10-24 01:39:20,444 - mmaction - INFO - Epoch [25][1100/1712] lr: 1.000e-02, eta: 1 day, 20:10:07, time: 1.081, data_time: 0.001, memory: 5822, loss_cls: 3.2520, loss: 3.2520, grad_norm: 2.8568 2020-10-24 01:39:43,611 - mmaction - INFO - Epoch [25][1120/1712] lr: 1.000e-02, eta: 1 day, 20:09:38, time: 1.157, data_time: 0.005, memory: 5822, loss_cls: 3.2892, loss: 3.2892, grad_norm: 2.9136 2020-10-24 01:40:06,055 - mmaction - INFO - Epoch [25][1140/1712] lr: 1.000e-02, eta: 1 day, 20:09:06, time: 1.125, data_time: 0.006, memory: 5822, loss_cls: 3.3220, loss: 3.3220, grad_norm: 2.9066 2020-10-24 01:40:29,319 - mmaction - INFO - Epoch [25][1160/1712] lr: 1.000e-02, eta: 1 day, 20:08:37, time: 1.157, data_time: 0.002, memory: 5822, loss_cls: 3.3319, loss: 3.3319, grad_norm: 2.8607 2020-10-24 01:40:52,184 - mmaction - INFO - Epoch [25][1180/1712] lr: 1.000e-02, eta: 1 day, 20:08:07, time: 1.140, data_time: 0.009, memory: 5822, loss_cls: 3.3138, loss: 3.3138, grad_norm: 2.8920 2020-10-24 01:41:15,385 - mmaction - INFO - Epoch [25][1200/1712] lr: 1.000e-02, eta: 1 day, 20:07:38, time: 1.168, data_time: 0.019, memory: 5822, loss_cls: 3.2751, loss: 3.2751, grad_norm: 2.8490 2020-10-24 01:41:38,404 - mmaction - INFO - Epoch [25][1220/1712] lr: 1.000e-02, eta: 1 day, 20:07:09, time: 1.149, data_time: 0.010, memory: 5822, loss_cls: 3.3298, loss: 3.3298, grad_norm: 2.9725 2020-10-24 01:42:00,713 - mmaction - INFO - Epoch [25][1240/1712] lr: 1.000e-02, eta: 1 day, 20:06:37, time: 1.118, data_time: 0.016, memory: 5822, loss_cls: 3.2594, loss: 3.2594, grad_norm: 2.8892 2020-10-24 01:42:23,854 - mmaction - INFO - Epoch [25][1260/1712] lr: 1.000e-02, eta: 1 day, 20:06:08, time: 1.160, data_time: 0.004, memory: 5822, loss_cls: 3.2336, loss: 3.2336, grad_norm: 2.7992 2020-10-24 01:42:46,591 - mmaction - INFO - Epoch [25][1280/1712] lr: 1.000e-02, eta: 1 day, 20:05:37, time: 1.131, data_time: 0.001, memory: 5822, loss_cls: 3.3154, loss: 3.3154, grad_norm: 2.8536 2020-10-24 01:43:08,931 - mmaction - INFO - Epoch [25][1300/1712] lr: 1.000e-02, eta: 1 day, 20:05:05, time: 1.114, data_time: 0.010, memory: 5822, loss_cls: 3.2330, loss: 3.2330, grad_norm: 2.8337 2020-10-24 01:43:31,118 - mmaction - INFO - Epoch [25][1320/1712] lr: 1.000e-02, eta: 1 day, 20:04:34, time: 1.118, data_time: 0.014, memory: 5822, loss_cls: 3.2615, loss: 3.2615, grad_norm: 2.7773 2020-10-24 01:43:53,666 - mmaction - INFO - Epoch [25][1340/1712] lr: 1.000e-02, eta: 1 day, 20:04:03, time: 1.127, data_time: 0.009, memory: 5822, loss_cls: 3.3001, loss: 3.3001, grad_norm: 2.8972 2020-10-24 01:44:16,656 - mmaction - INFO - Epoch [25][1360/1712] lr: 1.000e-02, eta: 1 day, 20:03:33, time: 1.148, data_time: 0.009, memory: 5822, loss_cls: 3.2309, loss: 3.2309, grad_norm: 2.7760 2020-10-24 01:44:39,853 - mmaction - INFO - Epoch [25][1380/1712] lr: 1.000e-02, eta: 1 day, 20:03:04, time: 1.162, data_time: 0.007, memory: 5822, loss_cls: 3.3491, loss: 3.3491, grad_norm: 2.9381 2020-10-24 01:45:02,906 - mmaction - INFO - Epoch [25][1400/1712] lr: 1.000e-02, eta: 1 day, 20:02:34, time: 1.147, data_time: 0.002, memory: 5822, loss_cls: 3.3007, loss: 3.3007, grad_norm: 2.8200 2020-10-24 01:45:25,546 - mmaction - INFO - Epoch [25][1420/1712] lr: 1.000e-02, eta: 1 day, 20:02:04, time: 1.137, data_time: 0.009, memory: 5822, loss_cls: 3.3064, loss: 3.3064, grad_norm: 2.8214 2020-10-24 01:45:48,309 - mmaction - INFO - Epoch [25][1440/1712] lr: 1.000e-02, eta: 1 day, 20:01:34, time: 1.140, data_time: 0.003, memory: 5822, loss_cls: 3.2977, loss: 3.2977, grad_norm: 2.8417 2020-10-24 01:46:11,581 - mmaction - INFO - Epoch [25][1460/1712] lr: 1.000e-02, eta: 1 day, 20:01:05, time: 1.161, data_time: 0.006, memory: 5822, loss_cls: 3.2983, loss: 3.2983, grad_norm: 2.8753 2020-10-24 01:46:33,913 - mmaction - INFO - Epoch [25][1480/1712] lr: 1.000e-02, eta: 1 day, 20:00:33, time: 1.116, data_time: 0.009, memory: 5822, loss_cls: 3.2981, loss: 3.2981, grad_norm: 2.8615 2020-10-24 01:46:56,785 - mmaction - INFO - Epoch [25][1500/1712] lr: 1.000e-02, eta: 1 day, 20:00:03, time: 1.143, data_time: 0.006, memory: 5822, loss_cls: 3.3296, loss: 3.3296, grad_norm: 2.9053 2020-10-24 01:47:19,281 - mmaction - INFO - Epoch [25][1520/1712] lr: 1.000e-02, eta: 1 day, 19:59:32, time: 1.127, data_time: 0.009, memory: 5822, loss_cls: 3.2488, loss: 3.2488, grad_norm: 2.7619 2020-10-24 01:47:42,363 - mmaction - INFO - Epoch [25][1540/1712] lr: 1.000e-02, eta: 1 day, 19:59:03, time: 1.151, data_time: 0.009, memory: 5822, loss_cls: 3.3140, loss: 3.3140, grad_norm: 2.9292 2020-10-24 01:48:05,391 - mmaction - INFO - Epoch [25][1560/1712] lr: 1.000e-02, eta: 1 day, 19:58:33, time: 1.152, data_time: 0.005, memory: 5822, loss_cls: 3.3207, loss: 3.3207, grad_norm: 2.8677 2020-10-24 01:48:27,663 - mmaction - INFO - Epoch [25][1580/1712] lr: 1.000e-02, eta: 1 day, 19:58:02, time: 1.115, data_time: 0.007, memory: 5822, loss_cls: 3.2817, loss: 3.2817, grad_norm: 2.8248 2020-10-24 01:48:50,301 - mmaction - INFO - Epoch [25][1600/1712] lr: 1.000e-02, eta: 1 day, 19:57:31, time: 1.132, data_time: 0.004, memory: 5822, loss_cls: 3.2329, loss: 3.2329, grad_norm: 2.8363 2020-10-24 01:49:12,972 - mmaction - INFO - Epoch [25][1620/1712] lr: 1.000e-02, eta: 1 day, 19:57:01, time: 1.134, data_time: 0.009, memory: 5822, loss_cls: 3.2915, loss: 3.2915, grad_norm: 2.8309 2020-10-24 01:49:36,133 - mmaction - INFO - Epoch [25][1640/1712] lr: 1.000e-02, eta: 1 day, 19:56:31, time: 1.156, data_time: 0.005, memory: 5822, loss_cls: 3.2187, loss: 3.2187, grad_norm: 2.7872 2020-10-24 01:49:58,467 - mmaction - INFO - Epoch [25][1660/1712] lr: 1.000e-02, eta: 1 day, 19:56:00, time: 1.118, data_time: 0.008, memory: 5822, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.8376 2020-10-24 01:50:21,409 - mmaction - INFO - Epoch [25][1680/1712] lr: 1.000e-02, eta: 1 day, 19:55:30, time: 1.143, data_time: 0.005, memory: 5822, loss_cls: 3.2885, loss: 3.2885, grad_norm: 2.8346 2020-10-24 01:50:44,199 - mmaction - INFO - Epoch [25][1700/1712] lr: 1.000e-02, eta: 1 day, 19:55:00, time: 1.141, data_time: 0.018, memory: 5822, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.8291 2020-10-24 01:51:00,590 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-24 01:54:16,926 - mmaction - INFO - Epoch [26][20/1712] lr: 1.000e-02, eta: 1 day, 19:54:01, time: 1.636, data_time: 1.070, memory: 5822, loss_cls: 3.3022, loss: 3.3022, grad_norm: 2.8517 2020-10-24 01:54:40,048 - mmaction - INFO - Epoch [26][40/1712] lr: 1.000e-02, eta: 1 day, 19:53:31, time: 1.148, data_time: 0.468, memory: 5822, loss_cls: 3.2499, loss: 3.2499, grad_norm: 2.8222 2020-10-24 01:55:03,114 - mmaction - INFO - Epoch [26][60/1712] lr: 1.000e-02, eta: 1 day, 19:53:02, time: 1.155, data_time: 0.293, memory: 5822, loss_cls: 3.2886, loss: 3.2886, grad_norm: 2.8450 2020-10-24 01:55:26,664 - mmaction - INFO - Epoch [26][80/1712] lr: 1.000e-02, eta: 1 day, 19:52:34, time: 1.180, data_time: 0.227, memory: 5822, loss_cls: 3.2321, loss: 3.2321, grad_norm: 2.8214 2020-10-24 01:55:50,024 - mmaction - INFO - Epoch [26][100/1712] lr: 1.000e-02, eta: 1 day, 19:52:06, time: 1.172, data_time: 0.043, memory: 5822, loss_cls: 3.3097, loss: 3.3097, grad_norm: 2.8176 2020-10-24 01:56:12,113 - mmaction - INFO - Epoch [26][120/1712] lr: 1.000e-02, eta: 1 day, 19:51:34, time: 1.104, data_time: 0.001, memory: 5822, loss_cls: 3.3228, loss: 3.3228, grad_norm: 2.8389 2020-10-24 01:56:35,148 - mmaction - INFO - Epoch [26][140/1712] lr: 1.000e-02, eta: 1 day, 19:51:04, time: 1.144, data_time: 0.002, memory: 5822, loss_cls: 3.2372, loss: 3.2372, grad_norm: 2.7783 2020-10-24 01:56:57,353 - mmaction - INFO - Epoch [26][160/1712] lr: 1.000e-02, eta: 1 day, 19:50:33, time: 1.117, data_time: 0.010, memory: 5822, loss_cls: 3.2589, loss: 3.2589, grad_norm: 2.8288 2020-10-24 01:57:20,461 - mmaction - INFO - Epoch [26][180/1712] lr: 1.000e-02, eta: 1 day, 19:50:04, time: 1.156, data_time: 0.003, memory: 5822, loss_cls: 3.2771, loss: 3.2771, grad_norm: 2.8565 2020-10-24 01:57:43,037 - mmaction - INFO - Epoch [26][200/1712] lr: 1.000e-02, eta: 1 day, 19:49:33, time: 1.126, data_time: 0.004, memory: 5822, loss_cls: 3.3003, loss: 3.3003, grad_norm: 2.8060 2020-10-24 01:58:06,050 - mmaction - INFO - Epoch [26][220/1712] lr: 1.000e-02, eta: 1 day, 19:49:03, time: 1.141, data_time: 0.008, memory: 5822, loss_cls: 3.2554, loss: 3.2554, grad_norm: 2.8025 2020-10-24 01:58:28,038 - mmaction - INFO - Epoch [26][240/1712] lr: 1.000e-02, eta: 1 day, 19:48:31, time: 1.112, data_time: 0.015, memory: 5822, loss_cls: 3.3242, loss: 3.3242, grad_norm: 2.9513 2020-10-24 01:58:51,092 - mmaction - INFO - Epoch [26][260/1712] lr: 1.000e-02, eta: 1 day, 19:48:02, time: 1.151, data_time: 0.002, memory: 5822, loss_cls: 3.2849, loss: 3.2849, grad_norm: 2.8616 2020-10-24 01:59:14,384 - mmaction - INFO - Epoch [26][280/1712] lr: 1.000e-02, eta: 1 day, 19:47:33, time: 1.165, data_time: 0.009, memory: 5822, loss_cls: 3.3041, loss: 3.3041, grad_norm: 2.9236 2020-10-24 01:59:37,431 - mmaction - INFO - Epoch [26][300/1712] lr: 1.000e-02, eta: 1 day, 19:47:04, time: 1.152, data_time: 0.003, memory: 5822, loss_cls: 3.2544, loss: 3.2544, grad_norm: 2.8013 2020-10-24 02:00:00,070 - mmaction - INFO - Epoch [26][320/1712] lr: 1.000e-02, eta: 1 day, 19:46:33, time: 1.131, data_time: 0.009, memory: 5822, loss_cls: 3.2849, loss: 3.2849, grad_norm: 2.8261 2020-10-24 02:00:22,716 - mmaction - INFO - Epoch [26][340/1712] lr: 1.000e-02, eta: 1 day, 19:46:03, time: 1.130, data_time: 0.007, memory: 5822, loss_cls: 3.2939, loss: 3.2939, grad_norm: 2.8818 2020-10-24 02:00:45,216 - mmaction - INFO - Epoch [26][360/1712] lr: 1.000e-02, eta: 1 day, 19:45:32, time: 1.130, data_time: 0.006, memory: 5822, loss_cls: 3.3342, loss: 3.3342, grad_norm: 2.8463 2020-10-24 02:01:08,133 - mmaction - INFO - Epoch [26][380/1712] lr: 1.000e-02, eta: 1 day, 19:45:02, time: 1.141, data_time: 0.003, memory: 5822, loss_cls: 3.2531, loss: 3.2531, grad_norm: 2.8216 2020-10-24 02:01:31,364 - mmaction - INFO - Epoch [26][400/1712] lr: 1.000e-02, eta: 1 day, 19:44:33, time: 1.157, data_time: 0.014, memory: 5822, loss_cls: 3.2480, loss: 3.2480, grad_norm: 2.8395 2020-10-24 02:01:54,496 - mmaction - INFO - Epoch [26][420/1712] lr: 1.000e-02, eta: 1 day, 19:44:05, time: 1.163, data_time: 0.012, memory: 5822, loss_cls: 3.2553, loss: 3.2553, grad_norm: 2.8562 2020-10-24 02:02:17,397 - mmaction - INFO - Epoch [26][440/1712] lr: 1.000e-02, eta: 1 day, 19:43:35, time: 1.142, data_time: 0.008, memory: 5822, loss_cls: 3.2963, loss: 3.2963, grad_norm: 2.8638 2020-10-24 02:02:40,144 - mmaction - INFO - Epoch [26][460/1712] lr: 1.000e-02, eta: 1 day, 19:43:05, time: 1.143, data_time: 0.008, memory: 5822, loss_cls: 3.3029, loss: 3.3029, grad_norm: 2.8639 2020-10-24 02:03:03,055 - mmaction - INFO - Epoch [26][480/1712] lr: 1.000e-02, eta: 1 day, 19:42:36, time: 1.146, data_time: 0.002, memory: 5822, loss_cls: 3.2787, loss: 3.2787, grad_norm: 2.8735 2020-10-24 02:03:25,605 - mmaction - INFO - Epoch [26][500/1712] lr: 1.000e-02, eta: 1 day, 19:42:05, time: 1.121, data_time: 0.010, memory: 5822, loss_cls: 3.3041, loss: 3.3041, grad_norm: 2.8134 2020-10-24 02:03:49,348 - mmaction - INFO - Epoch [26][520/1712] lr: 1.000e-02, eta: 1 day, 19:41:38, time: 1.193, data_time: 0.009, memory: 5822, loss_cls: 3.2680, loss: 3.2680, grad_norm: 2.9043 2020-10-24 02:04:11,121 - mmaction - INFO - Epoch [26][540/1712] lr: 1.000e-02, eta: 1 day, 19:41:05, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 3.3231, loss: 3.3231, grad_norm: 2.8575 2020-10-24 02:04:34,018 - mmaction - INFO - Epoch [26][560/1712] lr: 1.000e-02, eta: 1 day, 19:40:35, time: 1.143, data_time: 0.002, memory: 5822, loss_cls: 3.2918, loss: 3.2918, grad_norm: 2.8927 2020-10-24 02:04:56,703 - mmaction - INFO - Epoch [26][580/1712] lr: 1.000e-02, eta: 1 day, 19:40:05, time: 1.129, data_time: 0.004, memory: 5822, loss_cls: 3.2935, loss: 3.2935, grad_norm: 2.8577 2020-10-24 02:05:19,676 - mmaction - INFO - Epoch [26][600/1712] lr: 1.000e-02, eta: 1 day, 19:39:35, time: 1.152, data_time: 0.008, memory: 5822, loss_cls: 3.2367, loss: 3.2367, grad_norm: 2.8344 2020-10-24 02:05:42,457 - mmaction - INFO - Epoch [26][620/1712] lr: 1.000e-02, eta: 1 day, 19:39:05, time: 1.137, data_time: 0.005, memory: 5822, loss_cls: 3.2669, loss: 3.2669, grad_norm: 2.8160 2020-10-24 02:06:05,031 - mmaction - INFO - Epoch [26][640/1712] lr: 1.000e-02, eta: 1 day, 19:38:35, time: 1.132, data_time: 0.009, memory: 5822, loss_cls: 3.2834, loss: 3.2834, grad_norm: 2.8664 2020-10-24 02:06:28,511 - mmaction - INFO - Epoch [26][660/1712] lr: 1.000e-02, eta: 1 day, 19:38:07, time: 1.172, data_time: 0.007, memory: 5822, loss_cls: 3.2614, loss: 3.2614, grad_norm: 2.8157 2020-10-24 02:06:50,466 - mmaction - INFO - Epoch [26][680/1712] lr: 1.000e-02, eta: 1 day, 19:37:35, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 3.3068, loss: 3.3068, grad_norm: 2.9079 2020-10-24 02:07:13,338 - mmaction - INFO - Epoch [26][700/1712] lr: 1.000e-02, eta: 1 day, 19:37:05, time: 1.146, data_time: 0.004, memory: 5822, loss_cls: 3.2799, loss: 3.2799, grad_norm: 2.8465 2020-10-24 02:07:36,633 - mmaction - INFO - Epoch [26][720/1712] lr: 1.000e-02, eta: 1 day, 19:36:36, time: 1.159, data_time: 0.007, memory: 5822, loss_cls: 3.2816, loss: 3.2816, grad_norm: 2.8042 2020-10-24 02:07:59,385 - mmaction - INFO - Epoch [26][740/1712] lr: 1.000e-02, eta: 1 day, 19:36:07, time: 1.145, data_time: 0.011, memory: 5822, loss_cls: 3.3253, loss: 3.3253, grad_norm: 2.8495 2020-10-24 02:08:22,744 - mmaction - INFO - Epoch [26][760/1712] lr: 1.000e-02, eta: 1 day, 19:35:38, time: 1.157, data_time: 0.004, memory: 5822, loss_cls: 3.2123, loss: 3.2123, grad_norm: 2.7573 2020-10-24 02:08:46,011 - mmaction - INFO - Epoch [26][780/1712] lr: 1.000e-02, eta: 1 day, 19:35:10, time: 1.174, data_time: 0.014, memory: 5822, loss_cls: 3.2815, loss: 3.2815, grad_norm: 2.9131 2020-10-24 02:09:09,237 - mmaction - INFO - Epoch [26][800/1712] lr: 1.000e-02, eta: 1 day, 19:34:40, time: 1.139, data_time: 0.005, memory: 5822, loss_cls: 3.2735, loss: 3.2735, grad_norm: 2.8996 2020-10-24 02:09:31,670 - mmaction - INFO - Epoch [26][820/1712] lr: 1.000e-02, eta: 1 day, 19:34:11, time: 1.142, data_time: 0.027, memory: 5822, loss_cls: 3.2849, loss: 3.2849, grad_norm: 2.9180 2020-10-24 02:09:54,753 - mmaction - INFO - Epoch [26][840/1712] lr: 1.000e-02, eta: 1 day, 19:33:41, time: 1.148, data_time: 0.004, memory: 5822, loss_cls: 3.3062, loss: 3.3062, grad_norm: 2.8824 2020-10-24 02:10:17,706 - mmaction - INFO - Epoch [26][860/1712] lr: 1.000e-02, eta: 1 day, 19:33:12, time: 1.150, data_time: 0.010, memory: 5822, loss_cls: 3.2944, loss: 3.2944, grad_norm: 2.8854 2020-10-24 02:10:40,693 - mmaction - INFO - Epoch [26][880/1712] lr: 1.000e-02, eta: 1 day, 19:32:43, time: 1.152, data_time: 0.011, memory: 5822, loss_cls: 3.3498, loss: 3.3498, grad_norm: 2.9085 2020-10-24 02:11:04,031 - mmaction - INFO - Epoch [26][900/1712] lr: 1.000e-02, eta: 1 day, 19:32:15, time: 1.165, data_time: 0.005, memory: 5822, loss_cls: 3.2563, loss: 3.2563, grad_norm: 2.8736 2020-10-24 02:11:26,479 - mmaction - INFO - Epoch [26][920/1712] lr: 1.000e-02, eta: 1 day, 19:31:44, time: 1.124, data_time: 0.006, memory: 5822, loss_cls: 3.2882, loss: 3.2882, grad_norm: 2.8827 2020-10-24 02:11:49,626 - mmaction - INFO - Epoch [26][940/1712] lr: 1.000e-02, eta: 1 day, 19:31:15, time: 1.157, data_time: 0.007, memory: 5822, loss_cls: 3.3118, loss: 3.3118, grad_norm: 2.8651 2020-10-24 02:12:12,009 - mmaction - INFO - Epoch [26][960/1712] lr: 1.000e-02, eta: 1 day, 19:30:44, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.8913 2020-10-24 02:12:34,658 - mmaction - INFO - Epoch [26][980/1712] lr: 1.000e-02, eta: 1 day, 19:30:14, time: 1.131, data_time: 0.005, memory: 5822, loss_cls: 3.2744, loss: 3.2744, grad_norm: 2.8032 2020-10-24 02:12:57,609 - mmaction - INFO - Epoch [26][1000/1712] lr: 1.000e-02, eta: 1 day, 19:29:45, time: 1.148, data_time: 0.007, memory: 5822, loss_cls: 3.2537, loss: 3.2537, grad_norm: 2.8051 2020-10-24 02:13:20,465 - mmaction - INFO - Epoch [26][1020/1712] lr: 1.000e-02, eta: 1 day, 19:29:15, time: 1.145, data_time: 0.009, memory: 5822, loss_cls: 3.2908, loss: 3.2908, grad_norm: 2.8645 2020-10-24 02:13:43,334 - mmaction - INFO - Epoch [26][1040/1712] lr: 1.000e-02, eta: 1 day, 19:28:45, time: 1.137, data_time: 0.002, memory: 5822, loss_cls: 3.2576, loss: 3.2576, grad_norm: 2.8392 2020-10-24 02:14:06,116 - mmaction - INFO - Epoch [26][1060/1712] lr: 1.000e-02, eta: 1 day, 19:28:16, time: 1.144, data_time: 0.008, memory: 5822, loss_cls: 3.3537, loss: 3.3537, grad_norm: 2.8564 2020-10-24 02:14:29,382 - mmaction - INFO - Epoch [26][1080/1712] lr: 1.000e-02, eta: 1 day, 19:27:47, time: 1.156, data_time: 0.006, memory: 5822, loss_cls: 3.3151, loss: 3.3151, grad_norm: 2.8746 2020-10-24 02:14:51,721 - mmaction - INFO - Epoch [26][1100/1712] lr: 1.000e-02, eta: 1 day, 19:27:16, time: 1.122, data_time: 0.012, memory: 5822, loss_cls: 3.2681, loss: 3.2681, grad_norm: 2.8390 2020-10-24 02:15:14,568 - mmaction - INFO - Epoch [26][1120/1712] lr: 1.000e-02, eta: 1 day, 19:26:46, time: 1.134, data_time: 0.007, memory: 5822, loss_cls: 3.3332, loss: 3.3332, grad_norm: 2.8894 2020-10-24 02:15:37,004 - mmaction - INFO - Epoch [26][1140/1712] lr: 1.000e-02, eta: 1 day, 19:26:16, time: 1.132, data_time: 0.014, memory: 5822, loss_cls: 3.3525, loss: 3.3525, grad_norm: 2.9489 2020-10-24 02:16:00,595 - mmaction - INFO - Epoch [26][1160/1712] lr: 1.000e-02, eta: 1 day, 19:25:48, time: 1.170, data_time: 0.004, memory: 5822, loss_cls: 3.2869, loss: 3.2869, grad_norm: 2.8665 2020-10-24 02:16:23,331 - mmaction - INFO - Epoch [26][1180/1712] lr: 1.000e-02, eta: 1 day, 19:25:19, time: 1.148, data_time: 0.015, memory: 5822, loss_cls: 3.3160, loss: 3.3160, grad_norm: 2.8458 2020-10-24 02:16:45,796 - mmaction - INFO - Epoch [26][1200/1712] lr: 1.000e-02, eta: 1 day, 19:24:48, time: 1.122, data_time: 0.001, memory: 5822, loss_cls: 3.2803, loss: 3.2803, grad_norm: 2.9017 2020-10-24 02:17:08,414 - mmaction - INFO - Epoch [26][1220/1712] lr: 1.000e-02, eta: 1 day, 19:24:18, time: 1.132, data_time: 0.003, memory: 5822, loss_cls: 3.3259, loss: 3.3259, grad_norm: 2.8244 2020-10-24 02:17:30,786 - mmaction - INFO - Epoch [26][1240/1712] lr: 1.000e-02, eta: 1 day, 19:23:47, time: 1.118, data_time: 0.004, memory: 5822, loss_cls: 3.2672, loss: 3.2672, grad_norm: 2.8623 2020-10-24 02:17:53,572 - mmaction - INFO - Epoch [26][1260/1712] lr: 1.000e-02, eta: 1 day, 19:23:17, time: 1.138, data_time: 0.003, memory: 5822, loss_cls: 3.2265, loss: 3.2265, grad_norm: 2.8391 2020-10-24 02:18:16,590 - mmaction - INFO - Epoch [26][1280/1712] lr: 1.000e-02, eta: 1 day, 19:22:48, time: 1.152, data_time: 0.006, memory: 5822, loss_cls: 3.2369, loss: 3.2369, grad_norm: 2.8385 2020-10-24 02:18:38,978 - mmaction - INFO - Epoch [26][1300/1712] lr: 1.000e-02, eta: 1 day, 19:22:17, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 3.3062, loss: 3.3062, grad_norm: 2.8973 2020-10-24 02:19:02,260 - mmaction - INFO - Epoch [26][1320/1712] lr: 1.000e-02, eta: 1 day, 19:21:49, time: 1.164, data_time: 0.005, memory: 5822, loss_cls: 3.2840, loss: 3.2840, grad_norm: 2.8832 2020-10-24 02:19:25,185 - mmaction - INFO - Epoch [26][1340/1712] lr: 1.000e-02, eta: 1 day, 19:21:19, time: 1.141, data_time: 0.003, memory: 5822, loss_cls: 3.2523, loss: 3.2523, grad_norm: 2.8583 2020-10-24 02:19:47,876 - mmaction - INFO - Epoch [26][1360/1712] lr: 1.000e-02, eta: 1 day, 19:20:49, time: 1.137, data_time: 0.009, memory: 5822, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.8956 2020-10-24 02:20:10,185 - mmaction - INFO - Epoch [26][1380/1712] lr: 1.000e-02, eta: 1 day, 19:20:18, time: 1.119, data_time: 0.006, memory: 5822, loss_cls: 3.2863, loss: 3.2863, grad_norm: 2.8525 2020-10-24 02:20:33,128 - mmaction - INFO - Epoch [26][1400/1712] lr: 1.000e-02, eta: 1 day, 19:19:49, time: 1.143, data_time: 0.006, memory: 5822, loss_cls: 3.3246, loss: 3.3246, grad_norm: 2.8513 2020-10-24 02:20:56,755 - mmaction - INFO - Epoch [26][1420/1712] lr: 1.000e-02, eta: 1 day, 19:19:22, time: 1.184, data_time: 0.007, memory: 5822, loss_cls: 3.2707, loss: 3.2707, grad_norm: 2.8899 2020-10-24 02:21:18,272 - mmaction - INFO - Epoch [26][1440/1712] lr: 1.000e-02, eta: 1 day, 19:18:49, time: 1.078, data_time: 0.004, memory: 5822, loss_cls: 3.2345, loss: 3.2345, grad_norm: 2.8765 2020-10-24 02:21:41,198 - mmaction - INFO - Epoch [26][1460/1712] lr: 1.000e-02, eta: 1 day, 19:18:19, time: 1.147, data_time: 0.002, memory: 5822, loss_cls: 3.2578, loss: 3.2578, grad_norm: 2.8088 2020-10-24 02:22:03,555 - mmaction - INFO - Epoch [26][1480/1712] lr: 1.000e-02, eta: 1 day, 19:17:49, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 3.2859, loss: 3.2859, grad_norm: 2.8340 2020-10-24 02:22:26,179 - mmaction - INFO - Epoch [26][1500/1712] lr: 1.000e-02, eta: 1 day, 19:17:18, time: 1.132, data_time: 0.002, memory: 5822, loss_cls: 3.3369, loss: 3.3369, grad_norm: 2.9251 2020-10-24 02:22:49,431 - mmaction - INFO - Epoch [26][1520/1712] lr: 1.000e-02, eta: 1 day, 19:16:50, time: 1.157, data_time: 0.001, memory: 5822, loss_cls: 3.2983, loss: 3.2983, grad_norm: 2.8859 2020-10-24 02:23:12,287 - mmaction - INFO - Epoch [26][1540/1712] lr: 1.000e-02, eta: 1 day, 19:16:21, time: 1.148, data_time: 0.008, memory: 5822, loss_cls: 3.2923, loss: 3.2923, grad_norm: 2.8336 2020-10-24 02:23:34,489 - mmaction - INFO - Epoch [26][1560/1712] lr: 1.000e-02, eta: 1 day, 19:15:49, time: 1.110, data_time: 0.001, memory: 5822, loss_cls: 3.3388, loss: 3.3388, grad_norm: 2.8414 2020-10-24 02:23:57,981 - mmaction - INFO - Epoch [26][1580/1712] lr: 1.000e-02, eta: 1 day, 19:15:22, time: 1.172, data_time: 0.004, memory: 5822, loss_cls: 3.3256, loss: 3.3256, grad_norm: 2.8950 2020-10-24 02:24:20,765 - mmaction - INFO - Epoch [26][1600/1712] lr: 1.000e-02, eta: 1 day, 19:14:52, time: 1.138, data_time: 0.004, memory: 5822, loss_cls: 3.3404, loss: 3.3404, grad_norm: 2.9723 2020-10-24 02:24:42,738 - mmaction - INFO - Epoch [26][1620/1712] lr: 1.000e-02, eta: 1 day, 19:14:20, time: 1.102, data_time: 0.007, memory: 5822, loss_cls: 3.3098, loss: 3.3098, grad_norm: 2.8758 2020-10-24 02:25:05,240 - mmaction - INFO - Epoch [26][1640/1712] lr: 1.000e-02, eta: 1 day, 19:13:50, time: 1.125, data_time: 0.003, memory: 5822, loss_cls: 3.2634, loss: 3.2634, grad_norm: 2.8101 2020-10-24 02:25:28,140 - mmaction - INFO - Epoch [26][1660/1712] lr: 1.000e-02, eta: 1 day, 19:13:21, time: 1.145, data_time: 0.002, memory: 5822, loss_cls: 3.2590, loss: 3.2590, grad_norm: 2.8160 2020-10-24 02:25:51,222 - mmaction - INFO - Epoch [26][1680/1712] lr: 1.000e-02, eta: 1 day, 19:12:52, time: 1.153, data_time: 0.002, memory: 5822, loss_cls: 3.2653, loss: 3.2653, grad_norm: 2.8324 2020-10-24 02:26:13,940 - mmaction - INFO - Epoch [26][1700/1712] lr: 1.000e-02, eta: 1 day, 19:12:22, time: 1.130, data_time: 0.003, memory: 5822, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.8504 2020-10-24 02:27:04,186 - mmaction - INFO - Epoch [27][20/1712] lr: 1.000e-02, eta: 1 day, 19:11:35, time: 1.842, data_time: 1.040, memory: 5822, loss_cls: 3.2639, loss: 3.2639, grad_norm: 2.9356 2020-10-24 02:27:28,543 - mmaction - INFO - Epoch [27][40/1712] lr: 1.000e-02, eta: 1 day, 19:11:10, time: 1.213, data_time: 0.603, memory: 5822, loss_cls: 3.1885, loss: 3.1885, grad_norm: 2.8090 2020-10-24 02:27:52,636 - mmaction - INFO - Epoch [27][60/1712] lr: 1.000e-02, eta: 1 day, 19:10:44, time: 1.207, data_time: 0.503, memory: 5822, loss_cls: 3.2891, loss: 3.2891, grad_norm: 2.9177 2020-10-24 02:28:17,068 - mmaction - INFO - Epoch [27][80/1712] lr: 1.000e-02, eta: 1 day, 19:10:20, time: 1.225, data_time: 0.308, memory: 5822, loss_cls: 3.2299, loss: 3.2299, grad_norm: 2.8119 2020-10-24 02:28:40,786 - mmaction - INFO - Epoch [27][100/1712] lr: 1.000e-02, eta: 1 day, 19:09:52, time: 1.176, data_time: 0.144, memory: 5822, loss_cls: 3.2030, loss: 3.2030, grad_norm: 2.8284 2020-10-24 02:29:04,092 - mmaction - INFO - Epoch [27][120/1712] lr: 1.000e-02, eta: 1 day, 19:09:25, time: 1.176, data_time: 0.298, memory: 5822, loss_cls: 3.2813, loss: 3.2813, grad_norm: 2.8335 2020-10-24 02:29:27,126 - mmaction - INFO - Epoch [27][140/1712] lr: 1.000e-02, eta: 1 day, 19:08:56, time: 1.149, data_time: 0.470, memory: 5822, loss_cls: 3.3480, loss: 3.3480, grad_norm: 2.9376 2020-10-24 02:29:50,277 - mmaction - INFO - Epoch [27][160/1712] lr: 1.000e-02, eta: 1 day, 19:08:27, time: 1.159, data_time: 0.139, memory: 5822, loss_cls: 3.2760, loss: 3.2760, grad_norm: 2.8976 2020-10-24 02:30:13,774 - mmaction - INFO - Epoch [27][180/1712] lr: 1.000e-02, eta: 1 day, 19:08:00, time: 1.175, data_time: 0.040, memory: 5822, loss_cls: 3.2416, loss: 3.2416, grad_norm: 2.8153 2020-10-24 02:30:37,837 - mmaction - INFO - Epoch [27][200/1712] lr: 1.000e-02, eta: 1 day, 19:07:34, time: 1.199, data_time: 0.345, memory: 5822, loss_cls: 3.3114, loss: 3.3114, grad_norm: 2.8574 2020-10-24 02:31:01,643 - mmaction - INFO - Epoch [27][220/1712] lr: 1.000e-02, eta: 1 day, 19:07:07, time: 1.183, data_time: 0.417, memory: 5822, loss_cls: 3.3329, loss: 3.3329, grad_norm: 2.8658 2020-10-24 02:31:24,925 - mmaction - INFO - Epoch [27][240/1712] lr: 1.000e-02, eta: 1 day, 19:06:39, time: 1.171, data_time: 0.546, memory: 5822, loss_cls: 3.2199, loss: 3.2199, grad_norm: 2.8765 2020-10-24 02:31:48,973 - mmaction - INFO - Epoch [27][260/1712] lr: 1.000e-02, eta: 1 day, 19:06:13, time: 1.205, data_time: 0.673, memory: 5822, loss_cls: 3.2330, loss: 3.2330, grad_norm: 2.8271 2020-10-24 02:32:12,303 - mmaction - INFO - Epoch [27][280/1712] lr: 1.000e-02, eta: 1 day, 19:05:45, time: 1.167, data_time: 0.615, memory: 5822, loss_cls: 3.2570, loss: 3.2570, grad_norm: 2.9474 2020-10-24 02:32:36,595 - mmaction - INFO - Epoch [27][300/1712] lr: 1.000e-02, eta: 1 day, 19:05:20, time: 1.217, data_time: 0.382, memory: 5822, loss_cls: 3.3023, loss: 3.3023, grad_norm: 2.9438 2020-10-24 02:32:59,869 - mmaction - INFO - Epoch [27][320/1712] lr: 1.000e-02, eta: 1 day, 19:04:52, time: 1.161, data_time: 0.281, memory: 5822, loss_cls: 3.2406, loss: 3.2406, grad_norm: 2.8116 2020-10-24 02:33:23,021 - mmaction - INFO - Epoch [27][340/1712] lr: 1.000e-02, eta: 1 day, 19:04:23, time: 1.155, data_time: 0.174, memory: 5822, loss_cls: 3.3289, loss: 3.3289, grad_norm: 2.8643 2020-10-24 02:33:46,288 - mmaction - INFO - Epoch [27][360/1712] lr: 1.000e-02, eta: 1 day, 19:03:55, time: 1.167, data_time: 0.105, memory: 5822, loss_cls: 3.3059, loss: 3.3059, grad_norm: 2.9144 2020-10-24 02:34:09,358 - mmaction - INFO - Epoch [27][380/1712] lr: 1.000e-02, eta: 1 day, 19:03:26, time: 1.146, data_time: 0.003, memory: 5822, loss_cls: 3.2595, loss: 3.2595, grad_norm: 2.8295 2020-10-24 02:34:30,885 - mmaction - INFO - Epoch [27][400/1712] lr: 1.000e-02, eta: 1 day, 19:02:53, time: 1.082, data_time: 0.009, memory: 5822, loss_cls: 3.3210, loss: 3.3210, grad_norm: 2.8635 2020-10-24 02:34:53,103 - mmaction - INFO - Epoch [27][420/1712] lr: 1.000e-02, eta: 1 day, 19:02:22, time: 1.111, data_time: 0.006, memory: 5822, loss_cls: 3.2764, loss: 3.2764, grad_norm: 2.8480 2020-10-24 02:35:15,728 - mmaction - INFO - Epoch [27][440/1712] lr: 1.000e-02, eta: 1 day, 19:01:52, time: 1.126, data_time: 0.006, memory: 5822, loss_cls: 3.2935, loss: 3.2935, grad_norm: 2.8842 2020-10-24 02:35:36,893 - mmaction - INFO - Epoch [27][460/1712] lr: 1.000e-02, eta: 1 day, 19:01:18, time: 1.064, data_time: 0.020, memory: 5822, loss_cls: 3.2340, loss: 3.2340, grad_norm: 2.7551 2020-10-24 02:35:58,176 - mmaction - INFO - Epoch [27][480/1712] lr: 1.000e-02, eta: 1 day, 19:00:45, time: 1.065, data_time: 0.052, memory: 5822, loss_cls: 3.2744, loss: 3.2744, grad_norm: 2.7952 2020-10-24 02:36:21,692 - mmaction - INFO - Epoch [27][500/1712] lr: 1.000e-02, eta: 1 day, 19:00:17, time: 1.177, data_time: 0.261, memory: 5822, loss_cls: 3.2918, loss: 3.2918, grad_norm: 2.8548 2020-10-24 02:36:45,865 - mmaction - INFO - Epoch [27][520/1712] lr: 1.000e-02, eta: 1 day, 18:59:51, time: 1.204, data_time: 0.501, memory: 5822, loss_cls: 3.2736, loss: 3.2736, grad_norm: 2.8818 2020-10-24 02:37:09,434 - mmaction - INFO - Epoch [27][540/1712] lr: 1.000e-02, eta: 1 day, 18:59:24, time: 1.181, data_time: 0.475, memory: 5822, loss_cls: 3.3102, loss: 3.3102, grad_norm: 2.8696 2020-10-24 02:37:33,173 - mmaction - INFO - Epoch [27][560/1712] lr: 1.000e-02, eta: 1 day, 18:58:58, time: 1.189, data_time: 0.598, memory: 5822, loss_cls: 3.2340, loss: 3.2340, grad_norm: 2.8431 2020-10-24 02:37:54,613 - mmaction - INFO - Epoch [27][580/1712] lr: 1.000e-02, eta: 1 day, 18:58:24, time: 1.072, data_time: 0.488, memory: 5822, loss_cls: 3.2561, loss: 3.2561, grad_norm: 2.8490 2020-10-24 02:38:17,377 - mmaction - INFO - Epoch [27][600/1712] lr: 1.000e-02, eta: 1 day, 18:57:54, time: 1.125, data_time: 0.542, memory: 5822, loss_cls: 3.2193, loss: 3.2193, grad_norm: 2.8539 2020-10-24 02:38:39,549 - mmaction - INFO - Epoch [27][620/1712] lr: 1.000e-02, eta: 1 day, 18:57:24, time: 1.121, data_time: 0.510, memory: 5822, loss_cls: 3.2635, loss: 3.2635, grad_norm: 2.9174 2020-10-24 02:39:02,920 - mmaction - INFO - Epoch [27][640/1712] lr: 1.000e-02, eta: 1 day, 18:56:56, time: 1.167, data_time: 0.547, memory: 5822, loss_cls: 3.2222, loss: 3.2222, grad_norm: 2.7966 2020-10-24 02:39:24,430 - mmaction - INFO - Epoch [27][660/1712] lr: 1.000e-02, eta: 1 day, 18:56:23, time: 1.070, data_time: 0.489, memory: 5822, loss_cls: 3.2665, loss: 3.2665, grad_norm: 2.8321 2020-10-24 02:39:46,561 - mmaction - INFO - Epoch [27][680/1712] lr: 1.000e-02, eta: 1 day, 18:55:52, time: 1.111, data_time: 0.503, memory: 5822, loss_cls: 3.2096, loss: 3.2096, grad_norm: 2.8136 2020-10-24 02:40:08,050 - mmaction - INFO - Epoch [27][700/1712] lr: 1.000e-02, eta: 1 day, 18:55:19, time: 1.076, data_time: 0.485, memory: 5822, loss_cls: 3.3115, loss: 3.3115, grad_norm: 2.9391 2020-10-24 02:40:29,922 - mmaction - INFO - Epoch [27][720/1712] lr: 1.000e-02, eta: 1 day, 18:54:47, time: 1.095, data_time: 0.487, memory: 5822, loss_cls: 3.2299, loss: 3.2299, grad_norm: 2.8271 2020-10-24 02:40:51,176 - mmaction - INFO - Epoch [27][740/1712] lr: 1.000e-02, eta: 1 day, 18:54:13, time: 1.062, data_time: 0.462, memory: 5822, loss_cls: 3.2456, loss: 3.2456, grad_norm: 2.8426 2020-10-24 02:41:14,162 - mmaction - INFO - Epoch [27][760/1712] lr: 1.000e-02, eta: 1 day, 18:53:44, time: 1.144, data_time: 0.526, memory: 5822, loss_cls: 3.2905, loss: 3.2905, grad_norm: 2.8315 2020-10-24 02:41:35,913 - mmaction - INFO - Epoch [27][780/1712] lr: 1.000e-02, eta: 1 day, 18:53:12, time: 1.093, data_time: 0.486, memory: 5822, loss_cls: 3.2588, loss: 3.2588, grad_norm: 2.8749 2020-10-24 02:41:58,062 - mmaction - INFO - Epoch [27][800/1712] lr: 1.000e-02, eta: 1 day, 18:52:41, time: 1.097, data_time: 0.487, memory: 5822, loss_cls: 3.3180, loss: 3.3180, grad_norm: 2.8768 2020-10-24 02:42:19,908 - mmaction - INFO - Epoch [27][820/1712] lr: 1.000e-02, eta: 1 day, 18:52:09, time: 1.103, data_time: 0.531, memory: 5822, loss_cls: 3.3317, loss: 3.3317, grad_norm: 2.8894 2020-10-24 02:42:42,358 - mmaction - INFO - Epoch [27][840/1712] lr: 1.000e-02, eta: 1 day, 18:51:39, time: 1.116, data_time: 0.516, memory: 5822, loss_cls: 3.2689, loss: 3.2689, grad_norm: 2.8506 2020-10-24 02:43:05,327 - mmaction - INFO - Epoch [27][860/1712] lr: 1.000e-02, eta: 1 day, 18:51:10, time: 1.145, data_time: 0.550, memory: 5822, loss_cls: 3.2815, loss: 3.2815, grad_norm: 2.8419 2020-10-24 02:43:26,867 - mmaction - INFO - Epoch [27][880/1712] lr: 1.000e-02, eta: 1 day, 18:50:37, time: 1.086, data_time: 0.471, memory: 5822, loss_cls: 3.2969, loss: 3.2969, grad_norm: 2.8423 2020-10-24 02:43:49,228 - mmaction - INFO - Epoch [27][900/1712] lr: 1.000e-02, eta: 1 day, 18:50:06, time: 1.113, data_time: 0.508, memory: 5822, loss_cls: 3.2394, loss: 3.2394, grad_norm: 2.8549 2020-10-24 02:44:11,922 - mmaction - INFO - Epoch [27][920/1712] lr: 1.000e-02, eta: 1 day, 18:49:37, time: 1.136, data_time: 0.534, memory: 5822, loss_cls: 3.3131, loss: 3.3131, grad_norm: 2.9290 2020-10-24 02:44:34,642 - mmaction - INFO - Epoch [27][940/1712] lr: 1.000e-02, eta: 1 day, 18:49:08, time: 1.138, data_time: 0.542, memory: 5822, loss_cls: 3.3451, loss: 3.3451, grad_norm: 2.8946 2020-10-24 02:44:57,154 - mmaction - INFO - Epoch [27][960/1712] lr: 1.000e-02, eta: 1 day, 18:48:38, time: 1.126, data_time: 0.524, memory: 5822, loss_cls: 3.3051, loss: 3.3051, grad_norm: 2.8868 2020-10-24 02:45:19,528 - mmaction - INFO - Epoch [27][980/1712] lr: 1.000e-02, eta: 1 day, 18:48:07, time: 1.118, data_time: 0.518, memory: 5822, loss_cls: 3.3413, loss: 3.3413, grad_norm: 2.9400 2020-10-24 02:45:41,879 - mmaction - INFO - Epoch [27][1000/1712] lr: 1.000e-02, eta: 1 day, 18:47:37, time: 1.117, data_time: 0.499, memory: 5822, loss_cls: 3.3014, loss: 3.3014, grad_norm: 2.8111 2020-10-24 02:46:04,027 - mmaction - INFO - Epoch [27][1020/1712] lr: 1.000e-02, eta: 1 day, 18:47:06, time: 1.107, data_time: 0.528, memory: 5822, loss_cls: 3.2206, loss: 3.2206, grad_norm: 2.7751 2020-10-24 02:46:26,135 - mmaction - INFO - Epoch [27][1040/1712] lr: 1.000e-02, eta: 1 day, 18:46:34, time: 1.102, data_time: 0.502, memory: 5822, loss_cls: 3.2801, loss: 3.2801, grad_norm: 2.8324 2020-10-24 02:46:48,264 - mmaction - INFO - Epoch [27][1060/1712] lr: 1.000e-02, eta: 1 day, 18:46:03, time: 1.111, data_time: 0.481, memory: 5822, loss_cls: 3.3058, loss: 3.3058, grad_norm: 2.8707 2020-10-24 02:47:08,660 - mmaction - INFO - Epoch [27][1080/1712] lr: 1.000e-02, eta: 1 day, 18:45:28, time: 1.020, data_time: 0.424, memory: 5822, loss_cls: 3.3453, loss: 3.3453, grad_norm: 2.9783 2020-10-24 02:47:29,655 - mmaction - INFO - Epoch [27][1100/1712] lr: 1.000e-02, eta: 1 day, 18:44:53, time: 1.050, data_time: 0.438, memory: 5822, loss_cls: 3.3192, loss: 3.3192, grad_norm: 2.7893 2020-10-24 02:47:52,066 - mmaction - INFO - Epoch [27][1120/1712] lr: 1.000e-02, eta: 1 day, 18:44:23, time: 1.118, data_time: 0.513, memory: 5822, loss_cls: 3.2918, loss: 3.2918, grad_norm: 2.8342 2020-10-24 02:48:13,492 - mmaction - INFO - Epoch [27][1140/1712] lr: 1.000e-02, eta: 1 day, 18:43:50, time: 1.074, data_time: 0.474, memory: 5822, loss_cls: 3.2944, loss: 3.2944, grad_norm: 2.8821 2020-10-24 02:48:35,619 - mmaction - INFO - Epoch [27][1160/1712] lr: 1.000e-02, eta: 1 day, 18:43:19, time: 1.105, data_time: 0.467, memory: 5822, loss_cls: 3.2847, loss: 3.2847, grad_norm: 2.8652 2020-10-24 02:48:58,205 - mmaction - INFO - Epoch [27][1180/1712] lr: 1.000e-02, eta: 1 day, 18:42:49, time: 1.124, data_time: 0.508, memory: 5822, loss_cls: 3.2502, loss: 3.2502, grad_norm: 2.8334 2020-10-24 02:49:19,863 - mmaction - INFO - Epoch [27][1200/1712] lr: 1.000e-02, eta: 1 day, 18:42:17, time: 1.084, data_time: 0.497, memory: 5822, loss_cls: 3.3005, loss: 3.3005, grad_norm: 2.9022 2020-10-24 02:49:42,009 - mmaction - INFO - Epoch [27][1220/1712] lr: 1.000e-02, eta: 1 day, 18:41:46, time: 1.112, data_time: 0.531, memory: 5822, loss_cls: 3.1939, loss: 3.1939, grad_norm: 2.8712 2020-10-24 02:50:03,724 - mmaction - INFO - Epoch [27][1240/1712] lr: 1.000e-02, eta: 1 day, 18:41:13, time: 1.080, data_time: 0.490, memory: 5822, loss_cls: 3.2762, loss: 3.2762, grad_norm: 2.8475 2020-10-24 02:50:25,295 - mmaction - INFO - Epoch [27][1260/1712] lr: 1.000e-02, eta: 1 day, 18:40:41, time: 1.084, data_time: 0.486, memory: 5822, loss_cls: 3.2189, loss: 3.2189, grad_norm: 2.8381 2020-10-24 02:50:47,827 - mmaction - INFO - Epoch [27][1280/1712] lr: 1.000e-02, eta: 1 day, 18:40:11, time: 1.119, data_time: 0.507, memory: 5822, loss_cls: 3.3485, loss: 3.3485, grad_norm: 2.9057 2020-10-24 02:51:09,573 - mmaction - INFO - Epoch [27][1300/1712] lr: 1.000e-02, eta: 1 day, 18:39:39, time: 1.095, data_time: 0.519, memory: 5822, loss_cls: 3.2977, loss: 3.2977, grad_norm: 2.8441 2020-10-24 02:51:32,904 - mmaction - INFO - Epoch [27][1320/1712] lr: 1.000e-02, eta: 1 day, 18:39:11, time: 1.159, data_time: 0.560, memory: 5822, loss_cls: 3.3290, loss: 3.3290, grad_norm: 2.8884 2020-10-24 02:51:55,013 - mmaction - INFO - Epoch [27][1340/1712] lr: 1.000e-02, eta: 1 day, 18:38:41, time: 1.113, data_time: 0.527, memory: 5822, loss_cls: 3.2361, loss: 3.2361, grad_norm: 2.8210 2020-10-24 02:52:17,616 - mmaction - INFO - Epoch [27][1360/1712] lr: 1.000e-02, eta: 1 day, 18:38:11, time: 1.131, data_time: 0.415, memory: 5822, loss_cls: 3.2394, loss: 3.2394, grad_norm: 2.7722 2020-10-24 02:52:39,563 - mmaction - INFO - Epoch [27][1380/1712] lr: 1.000e-02, eta: 1 day, 18:37:40, time: 1.098, data_time: 0.296, memory: 5822, loss_cls: 3.2608, loss: 3.2608, grad_norm: 2.8473 2020-10-24 02:53:02,066 - mmaction - INFO - Epoch [27][1400/1712] lr: 1.000e-02, eta: 1 day, 18:37:09, time: 1.122, data_time: 0.143, memory: 5822, loss_cls: 3.2676, loss: 3.2676, grad_norm: 2.7791 2020-10-24 02:53:24,327 - mmaction - INFO - Epoch [27][1420/1712] lr: 1.000e-02, eta: 1 day, 18:36:39, time: 1.108, data_time: 0.158, memory: 5822, loss_cls: 3.2129, loss: 3.2129, grad_norm: 2.8504 2020-10-24 02:53:46,469 - mmaction - INFO - Epoch [27][1440/1712] lr: 1.000e-02, eta: 1 day, 18:36:08, time: 1.104, data_time: 0.122, memory: 5822, loss_cls: 3.2841, loss: 3.2841, grad_norm: 2.8747 2020-10-24 02:54:09,322 - mmaction - INFO - Epoch [27][1460/1712] lr: 1.000e-02, eta: 1 day, 18:35:39, time: 1.149, data_time: 0.361, memory: 5822, loss_cls: 3.2502, loss: 3.2502, grad_norm: 2.8345 2020-10-24 02:54:31,797 - mmaction - INFO - Epoch [27][1480/1712] lr: 1.000e-02, eta: 1 day, 18:35:09, time: 1.125, data_time: 0.249, memory: 5822, loss_cls: 3.2407, loss: 3.2407, grad_norm: 2.7963 2020-10-24 02:54:54,908 - mmaction - INFO - Epoch [27][1500/1712] lr: 1.000e-02, eta: 1 day, 18:34:41, time: 1.154, data_time: 0.021, memory: 5822, loss_cls: 3.3292, loss: 3.3292, grad_norm: 2.9859 2020-10-24 02:55:16,914 - mmaction - INFO - Epoch [27][1520/1712] lr: 1.000e-02, eta: 1 day, 18:34:10, time: 1.100, data_time: 0.008, memory: 5822, loss_cls: 3.2643, loss: 3.2643, grad_norm: 2.9331 2020-10-24 02:55:38,990 - mmaction - INFO - Epoch [27][1540/1712] lr: 1.000e-02, eta: 1 day, 18:33:39, time: 1.109, data_time: 0.006, memory: 5822, loss_cls: 3.2516, loss: 3.2516, grad_norm: 2.8671 2020-10-24 02:56:01,244 - mmaction - INFO - Epoch [27][1560/1712] lr: 1.000e-02, eta: 1 day, 18:33:08, time: 1.101, data_time: 0.003, memory: 5822, loss_cls: 3.3145, loss: 3.3145, grad_norm: 2.9161 2020-10-24 02:56:23,105 - mmaction - INFO - Epoch [27][1580/1712] lr: 1.000e-02, eta: 1 day, 18:32:37, time: 1.104, data_time: 0.013, memory: 5822, loss_cls: 3.3240, loss: 3.3240, grad_norm: 2.9148 2020-10-24 02:56:45,321 - mmaction - INFO - Epoch [27][1600/1712] lr: 1.000e-02, eta: 1 day, 18:32:06, time: 1.110, data_time: 0.004, memory: 5822, loss_cls: 3.2910, loss: 3.2910, grad_norm: 2.8649 2020-10-24 02:57:08,043 - mmaction - INFO - Epoch [27][1620/1712] lr: 1.000e-02, eta: 1 day, 18:31:37, time: 1.136, data_time: 0.009, memory: 5822, loss_cls: 3.2744, loss: 3.2744, grad_norm: 2.9705 2020-10-24 02:57:29,530 - mmaction - INFO - Epoch [27][1640/1712] lr: 1.000e-02, eta: 1 day, 18:31:04, time: 1.065, data_time: 0.007, memory: 5822, loss_cls: 3.2609, loss: 3.2609, grad_norm: 2.8691 2020-10-24 02:57:52,280 - mmaction - INFO - Epoch [27][1660/1712] lr: 1.000e-02, eta: 1 day, 18:30:35, time: 1.148, data_time: 0.012, memory: 5822, loss_cls: 3.2531, loss: 3.2531, grad_norm: 2.7944 2020-10-24 02:58:14,204 - mmaction - INFO - Epoch [27][1680/1712] lr: 1.000e-02, eta: 1 day, 18:30:04, time: 1.096, data_time: 0.002, memory: 5822, loss_cls: 3.2350, loss: 3.2350, grad_norm: 2.8664 2020-10-24 02:58:36,153 - mmaction - INFO - Epoch [27][1700/1712] lr: 1.000e-02, eta: 1 day, 18:29:32, time: 1.094, data_time: 0.002, memory: 5822, loss_cls: 3.3119, loss: 3.3119, grad_norm: 2.9077 2020-10-24 02:59:40,186 - mmaction - INFO - Epoch [28][20/1712] lr: 1.000e-02, eta: 1 day, 18:29:16, time: 2.391, data_time: 1.840, memory: 5822, loss_cls: 3.2915, loss: 3.2915, grad_norm: 2.8238 2020-10-24 03:00:03,853 - mmaction - INFO - Epoch [28][40/1712] lr: 1.000e-02, eta: 1 day, 18:28:50, time: 1.184, data_time: 0.574, memory: 5822, loss_cls: 3.2453, loss: 3.2453, grad_norm: 2.8314 2020-10-24 03:00:28,354 - mmaction - INFO - Epoch [28][60/1712] lr: 1.000e-02, eta: 1 day, 18:28:25, time: 1.224, data_time: 0.176, memory: 5822, loss_cls: 3.2814, loss: 3.2814, grad_norm: 2.8739 2020-10-24 03:00:51,695 - mmaction - INFO - Epoch [28][80/1712] lr: 1.000e-02, eta: 1 day, 18:27:57, time: 1.165, data_time: 0.189, memory: 5822, loss_cls: 3.2683, loss: 3.2683, grad_norm: 2.8835 2020-10-24 03:01:14,802 - mmaction - INFO - Epoch [28][100/1712] lr: 1.000e-02, eta: 1 day, 18:27:29, time: 1.155, data_time: 0.345, memory: 5822, loss_cls: 3.2500, loss: 3.2500, grad_norm: 2.7972 2020-10-24 03:01:38,759 - mmaction - INFO - Epoch [28][120/1712] lr: 1.000e-02, eta: 1 day, 18:27:04, time: 1.200, data_time: 0.177, memory: 5822, loss_cls: 3.2773, loss: 3.2773, grad_norm: 2.8359 2020-10-24 03:02:03,008 - mmaction - INFO - Epoch [28][140/1712] lr: 1.000e-02, eta: 1 day, 18:26:38, time: 1.206, data_time: 0.006, memory: 5822, loss_cls: 3.2751, loss: 3.2751, grad_norm: 2.9003 2020-10-24 03:02:25,613 - mmaction - INFO - Epoch [28][160/1712] lr: 1.000e-02, eta: 1 day, 18:26:09, time: 1.137, data_time: 0.011, memory: 5822, loss_cls: 3.2874, loss: 3.2874, grad_norm: 2.8799 2020-10-24 03:02:48,860 - mmaction - INFO - Epoch [28][180/1712] lr: 1.000e-02, eta: 1 day, 18:25:41, time: 1.160, data_time: 0.002, memory: 5822, loss_cls: 3.2857, loss: 3.2857, grad_norm: 2.9508 2020-10-24 03:03:11,607 - mmaction - INFO - Epoch [28][200/1712] lr: 1.000e-02, eta: 1 day, 18:25:12, time: 1.140, data_time: 0.004, memory: 5822, loss_cls: 3.2559, loss: 3.2559, grad_norm: 2.7990 2020-10-24 03:03:35,179 - mmaction - INFO - Epoch [28][220/1712] lr: 1.000e-02, eta: 1 day, 18:24:45, time: 1.169, data_time: 0.002, memory: 5822, loss_cls: 3.2809, loss: 3.2809, grad_norm: 2.8664 2020-10-24 03:03:57,302 - mmaction - INFO - Epoch [28][240/1712] lr: 1.000e-02, eta: 1 day, 18:24:14, time: 1.116, data_time: 0.014, memory: 5822, loss_cls: 3.2777, loss: 3.2777, grad_norm: 2.9724 2020-10-24 03:04:19,980 - mmaction - INFO - Epoch [28][260/1712] lr: 1.000e-02, eta: 1 day, 18:23:44, time: 1.121, data_time: 0.002, memory: 5822, loss_cls: 3.2487, loss: 3.2487, grad_norm: 2.8097 2020-10-24 03:04:42,659 - mmaction - INFO - Epoch [28][280/1712] lr: 1.000e-02, eta: 1 day, 18:23:16, time: 1.146, data_time: 0.018, memory: 5822, loss_cls: 3.2156, loss: 3.2156, grad_norm: 2.8270 2020-10-24 03:05:05,910 - mmaction - INFO - Epoch [28][300/1712] lr: 1.000e-02, eta: 1 day, 18:22:48, time: 1.159, data_time: 0.014, memory: 5822, loss_cls: 3.2087, loss: 3.2087, grad_norm: 2.7731 2020-10-24 03:05:28,127 - mmaction - INFO - Epoch [28][320/1712] lr: 1.000e-02, eta: 1 day, 18:22:17, time: 1.115, data_time: 0.008, memory: 5822, loss_cls: 3.2594, loss: 3.2594, grad_norm: 2.8355 2020-10-24 03:05:51,438 - mmaction - INFO - Epoch [28][340/1712] lr: 1.000e-02, eta: 1 day, 18:21:49, time: 1.160, data_time: 0.004, memory: 5822, loss_cls: 3.2079, loss: 3.2079, grad_norm: 2.8316 2020-10-24 03:06:13,807 - mmaction - INFO - Epoch [28][360/1712] lr: 1.000e-02, eta: 1 day, 18:21:20, time: 1.124, data_time: 0.009, memory: 5822, loss_cls: 3.2942, loss: 3.2942, grad_norm: 2.9089 2020-10-24 03:06:36,676 - mmaction - INFO - Epoch [28][380/1712] lr: 1.000e-02, eta: 1 day, 18:20:51, time: 1.143, data_time: 0.001, memory: 5822, loss_cls: 3.2891, loss: 3.2891, grad_norm: 2.8123 2020-10-24 03:06:59,466 - mmaction - INFO - Epoch [28][400/1712] lr: 1.000e-02, eta: 1 day, 18:20:22, time: 1.139, data_time: 0.002, memory: 5822, loss_cls: 3.2597, loss: 3.2597, grad_norm: 2.8422 2020-10-24 03:07:22,333 - mmaction - INFO - Epoch [28][420/1712] lr: 1.000e-02, eta: 1 day, 18:19:52, time: 1.130, data_time: 0.002, memory: 5822, loss_cls: 3.2895, loss: 3.2895, grad_norm: 2.9044 2020-10-24 03:07:45,413 - mmaction - INFO - Epoch [28][440/1712] lr: 1.000e-02, eta: 1 day, 18:19:25, time: 1.159, data_time: 0.017, memory: 5822, loss_cls: 3.2573, loss: 3.2573, grad_norm: 2.8698 2020-10-24 03:08:08,238 - mmaction - INFO - Epoch [28][460/1712] lr: 1.000e-02, eta: 1 day, 18:18:56, time: 1.146, data_time: 0.010, memory: 5822, loss_cls: 3.2968, loss: 3.2968, grad_norm: 2.8782 2020-10-24 03:08:30,600 - mmaction - INFO - Epoch [28][480/1712] lr: 1.000e-02, eta: 1 day, 18:18:26, time: 1.122, data_time: 0.008, memory: 5822, loss_cls: 3.2883, loss: 3.2883, grad_norm: 2.8755 2020-10-24 03:08:53,612 - mmaction - INFO - Epoch [28][500/1712] lr: 1.000e-02, eta: 1 day, 18:17:58, time: 1.151, data_time: 0.004, memory: 5822, loss_cls: 3.2500, loss: 3.2500, grad_norm: 2.8567 2020-10-24 03:09:16,152 - mmaction - INFO - Epoch [28][520/1712] lr: 1.000e-02, eta: 1 day, 18:17:28, time: 1.127, data_time: 0.002, memory: 5822, loss_cls: 3.2673, loss: 3.2673, grad_norm: 2.9400 2020-10-24 03:09:39,115 - mmaction - INFO - Epoch [28][540/1712] lr: 1.000e-02, eta: 1 day, 18:17:00, time: 1.148, data_time: 0.003, memory: 5822, loss_cls: 3.3041, loss: 3.3041, grad_norm: 2.9446 2020-10-24 03:10:01,940 - mmaction - INFO - Epoch [28][560/1712] lr: 1.000e-02, eta: 1 day, 18:16:31, time: 1.139, data_time: 0.002, memory: 5822, loss_cls: 3.3003, loss: 3.3003, grad_norm: 2.8887 2020-10-24 03:10:24,249 - mmaction - INFO - Epoch [28][580/1712] lr: 1.000e-02, eta: 1 day, 18:16:01, time: 1.116, data_time: 0.004, memory: 5822, loss_cls: 3.2664, loss: 3.2664, grad_norm: 2.9092 2020-10-24 03:10:47,552 - mmaction - INFO - Epoch [28][600/1712] lr: 1.000e-02, eta: 1 day, 18:15:33, time: 1.162, data_time: 0.004, memory: 5822, loss_cls: 3.2450, loss: 3.2450, grad_norm: 2.7807 2020-10-24 03:11:09,433 - mmaction - INFO - Epoch [28][620/1712] lr: 1.000e-02, eta: 1 day, 18:15:01, time: 1.092, data_time: 0.008, memory: 5822, loss_cls: 3.2487, loss: 3.2487, grad_norm: 2.8526 2020-10-24 03:11:31,880 - mmaction - INFO - Epoch [28][640/1712] lr: 1.000e-02, eta: 1 day, 18:14:32, time: 1.125, data_time: 0.009, memory: 5822, loss_cls: 3.2575, loss: 3.2575, grad_norm: 2.7920 2020-10-24 03:11:54,151 - mmaction - INFO - Epoch [28][660/1712] lr: 1.000e-02, eta: 1 day, 18:14:02, time: 1.114, data_time: 0.003, memory: 5822, loss_cls: 3.2206, loss: 3.2206, grad_norm: 2.8549 2020-10-24 03:12:17,584 - mmaction - INFO - Epoch [28][680/1712] lr: 1.000e-02, eta: 1 day, 18:13:34, time: 1.164, data_time: 0.003, memory: 5822, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.8433 2020-10-24 03:12:39,498 - mmaction - INFO - Epoch [28][700/1712] lr: 1.000e-02, eta: 1 day, 18:13:03, time: 1.093, data_time: 0.011, memory: 5822, loss_cls: 3.3432, loss: 3.3432, grad_norm: 2.9920 2020-10-24 03:13:02,341 - mmaction - INFO - Epoch [28][720/1712] lr: 1.000e-02, eta: 1 day, 18:12:34, time: 1.153, data_time: 0.013, memory: 5822, loss_cls: 3.2570, loss: 3.2570, grad_norm: 2.9006 2020-10-24 03:13:24,656 - mmaction - INFO - Epoch [28][740/1712] lr: 1.000e-02, eta: 1 day, 18:12:04, time: 1.116, data_time: 0.008, memory: 5822, loss_cls: 3.2554, loss: 3.2554, grad_norm: 2.8166 2020-10-24 03:13:47,342 - mmaction - INFO - Epoch [28][760/1712] lr: 1.000e-02, eta: 1 day, 18:11:35, time: 1.134, data_time: 0.002, memory: 5822, loss_cls: 3.2497, loss: 3.2497, grad_norm: 2.8396 2020-10-24 03:14:10,298 - mmaction - INFO - Epoch [28][780/1712] lr: 1.000e-02, eta: 1 day, 18:11:07, time: 1.148, data_time: 0.003, memory: 5822, loss_cls: 3.2586, loss: 3.2586, grad_norm: 2.8586 2020-10-24 03:14:32,636 - mmaction - INFO - Epoch [28][800/1712] lr: 1.000e-02, eta: 1 day, 18:10:37, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 3.3098, loss: 3.3098, grad_norm: 2.9306 2020-10-24 03:14:55,321 - mmaction - INFO - Epoch [28][820/1712] lr: 1.000e-02, eta: 1 day, 18:10:07, time: 1.132, data_time: 0.007, memory: 5822, loss_cls: 3.2885, loss: 3.2885, grad_norm: 2.8424 2020-10-24 03:15:17,894 - mmaction - INFO - Epoch [28][840/1712] lr: 1.000e-02, eta: 1 day, 18:09:38, time: 1.132, data_time: 0.006, memory: 5822, loss_cls: 3.2540, loss: 3.2540, grad_norm: 2.8794 2020-10-24 03:15:40,602 - mmaction - INFO - Epoch [28][860/1712] lr: 1.000e-02, eta: 1 day, 18:09:09, time: 1.135, data_time: 0.004, memory: 5822, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.8562 2020-10-24 03:16:03,879 - mmaction - INFO - Epoch [28][880/1712] lr: 1.000e-02, eta: 1 day, 18:08:42, time: 1.166, data_time: 0.002, memory: 5822, loss_cls: 3.2129, loss: 3.2129, grad_norm: 2.8146 2020-10-24 03:16:26,491 - mmaction - INFO - Epoch [28][900/1712] lr: 1.000e-02, eta: 1 day, 18:08:12, time: 1.125, data_time: 0.001, memory: 5822, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.9284 2020-10-24 03:16:48,751 - mmaction - INFO - Epoch [28][920/1712] lr: 1.000e-02, eta: 1 day, 18:07:42, time: 1.115, data_time: 0.008, memory: 5822, loss_cls: 3.2716, loss: 3.2716, grad_norm: 2.8184 2020-10-24 03:17:12,014 - mmaction - INFO - Epoch [28][940/1712] lr: 1.000e-02, eta: 1 day, 18:07:14, time: 1.162, data_time: 0.005, memory: 5822, loss_cls: 3.3455, loss: 3.3455, grad_norm: 2.8508 2020-10-24 03:17:34,548 - mmaction - INFO - Epoch [28][960/1712] lr: 1.000e-02, eta: 1 day, 18:06:45, time: 1.131, data_time: 0.010, memory: 5822, loss_cls: 3.2943, loss: 3.2943, grad_norm: 2.9422 2020-10-24 03:17:57,616 - mmaction - INFO - Epoch [28][980/1712] lr: 1.000e-02, eta: 1 day, 18:06:16, time: 1.143, data_time: 0.001, memory: 5822, loss_cls: 3.3185, loss: 3.3185, grad_norm: 2.9227 2020-10-24 03:18:19,990 - mmaction - INFO - Epoch [28][1000/1712] lr: 1.000e-02, eta: 1 day, 18:05:47, time: 1.126, data_time: 0.014, memory: 5822, loss_cls: 3.3314, loss: 3.3314, grad_norm: 2.8788 2020-10-24 03:18:42,731 - mmaction - INFO - Epoch [28][1020/1712] lr: 1.000e-02, eta: 1 day, 18:05:18, time: 1.137, data_time: 0.006, memory: 5822, loss_cls: 3.2779, loss: 3.2779, grad_norm: 2.8757 2020-10-24 03:19:05,199 - mmaction - INFO - Epoch [28][1040/1712] lr: 1.000e-02, eta: 1 day, 18:04:48, time: 1.126, data_time: 0.006, memory: 5822, loss_cls: 3.2445, loss: 3.2445, grad_norm: 2.8478 2020-10-24 03:19:27,019 - mmaction - INFO - Epoch [28][1060/1712] lr: 1.000e-02, eta: 1 day, 18:04:17, time: 1.088, data_time: 0.002, memory: 5822, loss_cls: 3.2510, loss: 3.2510, grad_norm: 2.8666 2020-10-24 03:19:49,816 - mmaction - INFO - Epoch [28][1080/1712] lr: 1.000e-02, eta: 1 day, 18:03:48, time: 1.140, data_time: 0.005, memory: 5822, loss_cls: 3.2730, loss: 3.2730, grad_norm: 2.8624 2020-10-24 03:20:12,373 - mmaction - INFO - Epoch [28][1100/1712] lr: 1.000e-02, eta: 1 day, 18:03:19, time: 1.123, data_time: 0.004, memory: 5822, loss_cls: 3.2599, loss: 3.2599, grad_norm: 2.8929 2020-10-24 03:20:35,013 - mmaction - INFO - Epoch [28][1120/1712] lr: 1.000e-02, eta: 1 day, 18:02:50, time: 1.140, data_time: 0.011, memory: 5822, loss_cls: 3.2549, loss: 3.2549, grad_norm: 2.8358 2020-10-24 03:20:58,249 - mmaction - INFO - Epoch [28][1140/1712] lr: 1.000e-02, eta: 1 day, 18:02:22, time: 1.156, data_time: 0.003, memory: 5822, loss_cls: 3.2398, loss: 3.2398, grad_norm: 2.8212 2020-10-24 03:21:20,821 - mmaction - INFO - Epoch [28][1160/1712] lr: 1.000e-02, eta: 1 day, 18:01:52, time: 1.124, data_time: 0.007, memory: 5822, loss_cls: 3.2384, loss: 3.2384, grad_norm: 2.8079 2020-10-24 03:21:43,740 - mmaction - INFO - Epoch [28][1180/1712] lr: 1.000e-02, eta: 1 day, 18:01:24, time: 1.147, data_time: 0.013, memory: 5822, loss_cls: 3.2533, loss: 3.2533, grad_norm: 2.8438 2020-10-24 03:22:05,844 - mmaction - INFO - Epoch [28][1200/1712] lr: 1.000e-02, eta: 1 day, 18:00:54, time: 1.115, data_time: 0.012, memory: 5822, loss_cls: 3.3325, loss: 3.3325, grad_norm: 2.9287 2020-10-24 03:22:28,622 - mmaction - INFO - Epoch [28][1220/1712] lr: 1.000e-02, eta: 1 day, 18:00:25, time: 1.138, data_time: 0.004, memory: 5822, loss_cls: 3.2553, loss: 3.2553, grad_norm: 2.8592 2020-10-24 03:22:51,746 - mmaction - INFO - Epoch [28][1240/1712] lr: 1.000e-02, eta: 1 day, 17:59:57, time: 1.158, data_time: 0.006, memory: 5822, loss_cls: 3.2637, loss: 3.2637, grad_norm: 2.8418 2020-10-24 03:23:15,742 - mmaction - INFO - Epoch [28][1260/1712] lr: 1.000e-02, eta: 1 day, 17:59:32, time: 1.197, data_time: 0.001, memory: 5822, loss_cls: 3.2604, loss: 3.2604, grad_norm: 2.9184 2020-10-24 03:23:39,191 - mmaction - INFO - Epoch [28][1280/1712] lr: 1.000e-02, eta: 1 day, 17:59:05, time: 1.174, data_time: 0.004, memory: 5822, loss_cls: 3.2659, loss: 3.2659, grad_norm: 2.8509 2020-10-24 03:24:02,997 - mmaction - INFO - Epoch [28][1300/1712] lr: 1.000e-02, eta: 1 day, 17:58:38, time: 1.184, data_time: 0.006, memory: 5822, loss_cls: 3.2624, loss: 3.2624, grad_norm: 2.9738 2020-10-24 03:24:25,919 - mmaction - INFO - Epoch [28][1320/1712] lr: 1.000e-02, eta: 1 day, 17:58:10, time: 1.150, data_time: 0.011, memory: 5822, loss_cls: 3.2326, loss: 3.2326, grad_norm: 2.8784 2020-10-24 03:24:49,131 - mmaction - INFO - Epoch [28][1340/1712] lr: 1.000e-02, eta: 1 day, 17:57:43, time: 1.164, data_time: 0.005, memory: 5822, loss_cls: 3.2759, loss: 3.2759, grad_norm: 2.9112 2020-10-24 03:25:12,760 - mmaction - INFO - Epoch [28][1360/1712] lr: 1.000e-02, eta: 1 day, 17:57:16, time: 1.181, data_time: 0.001, memory: 5822, loss_cls: 3.3015, loss: 3.3015, grad_norm: 2.8399 2020-10-24 03:25:35,816 - mmaction - INFO - Epoch [28][1380/1712] lr: 1.000e-02, eta: 1 day, 17:56:48, time: 1.153, data_time: 0.003, memory: 5822, loss_cls: 3.2813, loss: 3.2813, grad_norm: 2.8383 2020-10-24 03:25:58,562 - mmaction - INFO - Epoch [28][1400/1712] lr: 1.000e-02, eta: 1 day, 17:56:19, time: 1.136, data_time: 0.003, memory: 5822, loss_cls: 3.2612, loss: 3.2612, grad_norm: 2.9195 2020-10-24 03:26:21,326 - mmaction - INFO - Epoch [28][1420/1712] lr: 1.000e-02, eta: 1 day, 17:55:50, time: 1.133, data_time: 0.004, memory: 5822, loss_cls: 3.3101, loss: 3.3101, grad_norm: 2.9413 2020-10-24 03:26:44,200 - mmaction - INFO - Epoch [28][1440/1712] lr: 1.000e-02, eta: 1 day, 17:55:22, time: 1.148, data_time: 0.009, memory: 5822, loss_cls: 3.2901, loss: 3.2901, grad_norm: 2.9249 2020-10-24 03:27:07,035 - mmaction - INFO - Epoch [28][1460/1712] lr: 1.000e-02, eta: 1 day, 17:54:53, time: 1.135, data_time: 0.004, memory: 5822, loss_cls: 3.3749, loss: 3.3749, grad_norm: 2.8895 2020-10-24 03:27:29,250 - mmaction - INFO - Epoch [28][1480/1712] lr: 1.000e-02, eta: 1 day, 17:54:23, time: 1.119, data_time: 0.011, memory: 5822, loss_cls: 3.2719, loss: 3.2719, grad_norm: 2.8634 2020-10-24 03:27:52,403 - mmaction - INFO - Epoch [28][1500/1712] lr: 1.000e-02, eta: 1 day, 17:53:55, time: 1.152, data_time: 0.006, memory: 5822, loss_cls: 3.2637, loss: 3.2637, grad_norm: 2.8525 2020-10-24 03:28:14,856 - mmaction - INFO - Epoch [28][1520/1712] lr: 1.000e-02, eta: 1 day, 17:53:26, time: 1.129, data_time: 0.009, memory: 5822, loss_cls: 3.3135, loss: 3.3135, grad_norm: 2.9233 2020-10-24 03:28:37,996 - mmaction - INFO - Epoch [28][1540/1712] lr: 1.000e-02, eta: 1 day, 17:52:58, time: 1.146, data_time: 0.003, memory: 5822, loss_cls: 3.2956, loss: 3.2956, grad_norm: 2.8484 2020-10-24 03:29:00,286 - mmaction - INFO - Epoch [28][1560/1712] lr: 1.000e-02, eta: 1 day, 17:52:28, time: 1.115, data_time: 0.014, memory: 5822, loss_cls: 3.2958, loss: 3.2958, grad_norm: 2.8896 2020-10-24 03:29:22,895 - mmaction - INFO - Epoch [28][1580/1712] lr: 1.000e-02, eta: 1 day, 17:51:59, time: 1.133, data_time: 0.013, memory: 5822, loss_cls: 3.3152, loss: 3.3152, grad_norm: 2.9291 2020-10-24 03:29:44,746 - mmaction - INFO - Epoch [28][1600/1712] lr: 1.000e-02, eta: 1 day, 17:51:28, time: 1.101, data_time: 0.011, memory: 5822, loss_cls: 3.2639, loss: 3.2639, grad_norm: 2.8299 2020-10-24 03:30:07,315 - mmaction - INFO - Epoch [28][1620/1712] lr: 1.000e-02, eta: 1 day, 17:50:59, time: 1.128, data_time: 0.001, memory: 5822, loss_cls: 3.2638, loss: 3.2638, grad_norm: 2.8332 2020-10-24 03:30:30,098 - mmaction - INFO - Epoch [28][1640/1712] lr: 1.000e-02, eta: 1 day, 17:50:30, time: 1.139, data_time: 0.002, memory: 5822, loss_cls: 3.2511, loss: 3.2511, grad_norm: 2.8504 2020-10-24 03:30:53,014 - mmaction - INFO - Epoch [28][1660/1712] lr: 1.000e-02, eta: 1 day, 17:50:02, time: 1.145, data_time: 0.002, memory: 5822, loss_cls: 3.2794, loss: 3.2794, grad_norm: 2.9408 2020-10-24 03:31:14,911 - mmaction - INFO - Epoch [28][1680/1712] lr: 1.000e-02, eta: 1 day, 17:49:31, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 3.1988, loss: 3.1988, grad_norm: 2.8408 2020-10-24 03:31:37,573 - mmaction - INFO - Epoch [28][1700/1712] lr: 1.000e-02, eta: 1 day, 17:49:02, time: 1.131, data_time: 0.001, memory: 5822, loss_cls: 3.2888, loss: 3.2888, grad_norm: 2.8453 2020-10-24 03:33:09,074 - mmaction - INFO - Epoch [29][20/1712] lr: 1.000e-02, eta: 1 day, 17:49:26, time: 3.187, data_time: 2.602, memory: 5822, loss_cls: 3.3291, loss: 3.3291, grad_norm: 2.8290 2020-10-24 03:33:33,818 - mmaction - INFO - Epoch [29][40/1712] lr: 1.000e-02, eta: 1 day, 17:49:03, time: 1.240, data_time: 0.333, memory: 5822, loss_cls: 3.2568, loss: 3.2568, grad_norm: 2.8207 2020-10-24 03:33:56,908 - mmaction - INFO - Epoch [29][60/1712] lr: 1.000e-02, eta: 1 day, 17:48:34, time: 1.150, data_time: 0.001, memory: 5822, loss_cls: 3.2218, loss: 3.2218, grad_norm: 2.8384 2020-10-24 03:34:19,571 - mmaction - INFO - Epoch [29][80/1712] lr: 1.000e-02, eta: 1 day, 17:48:05, time: 1.132, data_time: 0.007, memory: 5822, loss_cls: 3.2962, loss: 3.2962, grad_norm: 2.8676 2020-10-24 03:34:41,926 - mmaction - INFO - Epoch [29][100/1712] lr: 1.000e-02, eta: 1 day, 17:47:36, time: 1.123, data_time: 0.009, memory: 5822, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.8300 2020-10-24 03:35:04,899 - mmaction - INFO - Epoch [29][120/1712] lr: 1.000e-02, eta: 1 day, 17:47:07, time: 1.139, data_time: 0.002, memory: 5822, loss_cls: 3.1907, loss: 3.1907, grad_norm: 2.7771 2020-10-24 03:35:28,095 - mmaction - INFO - Epoch [29][140/1712] lr: 1.000e-02, eta: 1 day, 17:46:40, time: 1.164, data_time: 0.011, memory: 5822, loss_cls: 3.2355, loss: 3.2355, grad_norm: 2.8172 2020-10-24 03:35:51,040 - mmaction - INFO - Epoch [29][160/1712] lr: 1.000e-02, eta: 1 day, 17:46:11, time: 1.138, data_time: 0.005, memory: 5822, loss_cls: 3.2647, loss: 3.2647, grad_norm: 2.8740 2020-10-24 03:36:13,604 - mmaction - INFO - Epoch [29][180/1712] lr: 1.000e-02, eta: 1 day, 17:45:42, time: 1.138, data_time: 0.014, memory: 5822, loss_cls: 3.2892, loss: 3.2892, grad_norm: 2.9565 2020-10-24 03:36:36,654 - mmaction - INFO - Epoch [29][200/1712] lr: 1.000e-02, eta: 1 day, 17:45:15, time: 1.155, data_time: 0.005, memory: 5822, loss_cls: 3.2928, loss: 3.2928, grad_norm: 2.8654 2020-10-24 03:36:59,560 - mmaction - INFO - Epoch [29][220/1712] lr: 1.000e-02, eta: 1 day, 17:44:46, time: 1.140, data_time: 0.004, memory: 5822, loss_cls: 3.2633, loss: 3.2633, grad_norm: 2.8482 2020-10-24 03:37:22,466 - mmaction - INFO - Epoch [29][240/1712] lr: 1.000e-02, eta: 1 day, 17:44:18, time: 1.144, data_time: 0.007, memory: 5822, loss_cls: 3.2513, loss: 3.2513, grad_norm: 2.8944 2020-10-24 03:37:45,266 - mmaction - INFO - Epoch [29][260/1712] lr: 1.000e-02, eta: 1 day, 17:43:49, time: 1.146, data_time: 0.009, memory: 5822, loss_cls: 3.2579, loss: 3.2579, grad_norm: 2.8886 2020-10-24 03:38:07,880 - mmaction - INFO - Epoch [29][280/1712] lr: 1.000e-02, eta: 1 day, 17:43:20, time: 1.125, data_time: 0.003, memory: 5822, loss_cls: 3.2450, loss: 3.2450, grad_norm: 2.8388 2020-10-24 03:38:30,498 - mmaction - INFO - Epoch [29][300/1712] lr: 1.000e-02, eta: 1 day, 17:42:51, time: 1.135, data_time: 0.012, memory: 5822, loss_cls: 3.2491, loss: 3.2491, grad_norm: 2.8479 2020-10-24 03:38:53,779 - mmaction - INFO - Epoch [29][320/1712] lr: 1.000e-02, eta: 1 day, 17:42:24, time: 1.166, data_time: 0.008, memory: 5822, loss_cls: 3.2153, loss: 3.2153, grad_norm: 2.8044 2020-10-24 03:39:16,994 - mmaction - INFO - Epoch [29][340/1712] lr: 1.000e-02, eta: 1 day, 17:41:56, time: 1.156, data_time: 0.004, memory: 5822, loss_cls: 3.1665, loss: 3.1665, grad_norm: 2.8269 2020-10-24 03:39:39,660 - mmaction - INFO - Epoch [29][360/1712] lr: 1.000e-02, eta: 1 day, 17:41:27, time: 1.127, data_time: 0.010, memory: 5822, loss_cls: 3.2199, loss: 3.2199, grad_norm: 2.8357 2020-10-24 03:40:02,119 - mmaction - INFO - Epoch [29][380/1712] lr: 1.000e-02, eta: 1 day, 17:40:58, time: 1.134, data_time: 0.015, memory: 5822, loss_cls: 3.2512, loss: 3.2512, grad_norm: 2.8255 2020-10-24 03:40:24,306 - mmaction - INFO - Epoch [29][400/1712] lr: 1.000e-02, eta: 1 day, 17:40:28, time: 1.105, data_time: 0.008, memory: 5822, loss_cls: 3.2475, loss: 3.2475, grad_norm: 2.8598 2020-10-24 03:40:47,117 - mmaction - INFO - Epoch [29][420/1712] lr: 1.000e-02, eta: 1 day, 17:39:59, time: 1.144, data_time: 0.009, memory: 5822, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.8670 2020-10-24 03:41:09,983 - mmaction - INFO - Epoch [29][440/1712] lr: 1.000e-02, eta: 1 day, 17:39:31, time: 1.139, data_time: 0.008, memory: 5822, loss_cls: 3.2390, loss: 3.2390, grad_norm: 2.8220 2020-10-24 03:41:31,823 - mmaction - INFO - Epoch [29][460/1712] lr: 1.000e-02, eta: 1 day, 17:39:00, time: 1.096, data_time: 0.011, memory: 5822, loss_cls: 3.2848, loss: 3.2848, grad_norm: 2.9022 2020-10-24 03:41:54,290 - mmaction - INFO - Epoch [29][480/1712] lr: 1.000e-02, eta: 1 day, 17:38:31, time: 1.124, data_time: 0.007, memory: 5822, loss_cls: 3.2934, loss: 3.2934, grad_norm: 2.8889 2020-10-24 03:42:16,824 - mmaction - INFO - Epoch [29][500/1712] lr: 1.000e-02, eta: 1 day, 17:38:02, time: 1.129, data_time: 0.005, memory: 5822, loss_cls: 3.2724, loss: 3.2724, grad_norm: 2.8520 2020-10-24 03:42:39,189 - mmaction - INFO - Epoch [29][520/1712] lr: 1.000e-02, eta: 1 day, 17:37:32, time: 1.112, data_time: 0.002, memory: 5822, loss_cls: 3.2892, loss: 3.2892, grad_norm: 2.8793 2020-10-24 03:43:01,756 - mmaction - INFO - Epoch [29][540/1712] lr: 1.000e-02, eta: 1 day, 17:37:03, time: 1.126, data_time: 0.011, memory: 5822, loss_cls: 3.2291, loss: 3.2291, grad_norm: 2.8105 2020-10-24 03:43:24,695 - mmaction - INFO - Epoch [29][560/1712] lr: 1.000e-02, eta: 1 day, 17:36:35, time: 1.150, data_time: 0.013, memory: 5822, loss_cls: 3.3284, loss: 3.3284, grad_norm: 2.9011 2020-10-24 03:43:46,292 - mmaction - INFO - Epoch [29][580/1712] lr: 1.000e-02, eta: 1 day, 17:36:03, time: 1.081, data_time: 0.006, memory: 5822, loss_cls: 3.2621, loss: 3.2621, grad_norm: 2.8753 2020-10-24 03:44:08,687 - mmaction - INFO - Epoch [29][600/1712] lr: 1.000e-02, eta: 1 day, 17:35:34, time: 1.122, data_time: 0.007, memory: 5822, loss_cls: 3.2539, loss: 3.2539, grad_norm: 2.8885 2020-10-24 03:44:31,518 - mmaction - INFO - Epoch [29][620/1712] lr: 1.000e-02, eta: 1 day, 17:35:05, time: 1.139, data_time: 0.008, memory: 5822, loss_cls: 3.2581, loss: 3.2581, grad_norm: 2.9418 2020-10-24 03:44:54,164 - mmaction - INFO - Epoch [29][640/1712] lr: 1.000e-02, eta: 1 day, 17:34:36, time: 1.136, data_time: 0.007, memory: 5822, loss_cls: 3.2865, loss: 3.2865, grad_norm: 2.9307 2020-10-24 03:45:16,693 - mmaction - INFO - Epoch [29][660/1712] lr: 1.000e-02, eta: 1 day, 17:34:07, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 3.2617, loss: 3.2617, grad_norm: 2.7883 2020-10-24 03:45:38,990 - mmaction - INFO - Epoch [29][680/1712] lr: 1.000e-02, eta: 1 day, 17:33:37, time: 1.111, data_time: 0.004, memory: 5822, loss_cls: 3.2455, loss: 3.2455, grad_norm: 2.8712 2020-10-24 03:46:01,665 - mmaction - INFO - Epoch [29][700/1712] lr: 1.000e-02, eta: 1 day, 17:33:09, time: 1.137, data_time: 0.007, memory: 5822, loss_cls: 3.2910, loss: 3.2910, grad_norm: 2.9219 2020-10-24 03:46:23,820 - mmaction - INFO - Epoch [29][720/1712] lr: 1.000e-02, eta: 1 day, 17:32:39, time: 1.106, data_time: 0.002, memory: 5822, loss_cls: 3.2344, loss: 3.2344, grad_norm: 2.8971 2020-10-24 03:46:46,531 - mmaction - INFO - Epoch [29][740/1712] lr: 1.000e-02, eta: 1 day, 17:32:10, time: 1.138, data_time: 0.005, memory: 5822, loss_cls: 3.2834, loss: 3.2834, grad_norm: 2.8997 2020-10-24 03:47:09,019 - mmaction - INFO - Epoch [29][760/1712] lr: 1.000e-02, eta: 1 day, 17:31:40, time: 1.113, data_time: 0.005, memory: 5822, loss_cls: 3.2993, loss: 3.2993, grad_norm: 2.8923 2020-10-24 03:47:31,960 - mmaction - INFO - Epoch [29][780/1712] lr: 1.000e-02, eta: 1 day, 17:31:12, time: 1.154, data_time: 0.014, memory: 5822, loss_cls: 3.2808, loss: 3.2808, grad_norm: 2.8255 2020-10-24 03:47:54,470 - mmaction - INFO - Epoch [29][800/1712] lr: 1.000e-02, eta: 1 day, 17:30:43, time: 1.130, data_time: 0.008, memory: 5822, loss_cls: 3.2448, loss: 3.2448, grad_norm: 2.8405 2020-10-24 03:48:16,305 - mmaction - INFO - Epoch [29][820/1712] lr: 1.000e-02, eta: 1 day, 17:30:12, time: 1.088, data_time: 0.001, memory: 5822, loss_cls: 3.2446, loss: 3.2446, grad_norm: 2.9040 2020-10-24 03:48:38,768 - mmaction - INFO - Epoch [29][840/1712] lr: 1.000e-02, eta: 1 day, 17:29:43, time: 1.125, data_time: 0.007, memory: 5822, loss_cls: 3.2658, loss: 3.2658, grad_norm: 2.8444 2020-10-24 03:49:01,030 - mmaction - INFO - Epoch [29][860/1712] lr: 1.000e-02, eta: 1 day, 17:29:13, time: 1.114, data_time: 0.010, memory: 5822, loss_cls: 3.2632, loss: 3.2632, grad_norm: 2.8894 2020-10-24 03:49:23,758 - mmaction - INFO - Epoch [29][880/1712] lr: 1.000e-02, eta: 1 day, 17:28:45, time: 1.130, data_time: 0.004, memory: 5822, loss_cls: 3.3089, loss: 3.3089, grad_norm: 2.8710 2020-10-24 03:49:45,861 - mmaction - INFO - Epoch [29][900/1712] lr: 1.000e-02, eta: 1 day, 17:28:15, time: 1.113, data_time: 0.011, memory: 5822, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.7790 2020-10-24 03:50:07,744 - mmaction - INFO - Epoch [29][920/1712] lr: 1.000e-02, eta: 1 day, 17:27:44, time: 1.095, data_time: 0.003, memory: 5822, loss_cls: 3.2304, loss: 3.2304, grad_norm: 2.8617 2020-10-24 03:50:31,183 - mmaction - INFO - Epoch [29][940/1712] lr: 1.000e-02, eta: 1 day, 17:27:17, time: 1.163, data_time: 0.004, memory: 5822, loss_cls: 3.3677, loss: 3.3677, grad_norm: 2.9911 2020-10-24 03:50:53,200 - mmaction - INFO - Epoch [29][960/1712] lr: 1.000e-02, eta: 1 day, 17:26:47, time: 1.110, data_time: 0.012, memory: 5822, loss_cls: 3.3078, loss: 3.3078, grad_norm: 2.9259 2020-10-24 03:51:15,263 - mmaction - INFO - Epoch [29][980/1712] lr: 1.000e-02, eta: 1 day, 17:26:16, time: 1.098, data_time: 0.001, memory: 5822, loss_cls: 3.2865, loss: 3.2865, grad_norm: 2.8386 2020-10-24 03:51:37,444 - mmaction - INFO - Epoch [29][1000/1712] lr: 1.000e-02, eta: 1 day, 17:25:47, time: 1.112, data_time: 0.009, memory: 5822, loss_cls: 3.2939, loss: 3.2939, grad_norm: 2.9059 2020-10-24 03:52:00,081 - mmaction - INFO - Epoch [29][1020/1712] lr: 1.000e-02, eta: 1 day, 17:25:18, time: 1.127, data_time: 0.011, memory: 5822, loss_cls: 3.2124, loss: 3.2124, grad_norm: 2.8383 2020-10-24 03:52:22,643 - mmaction - INFO - Epoch [29][1040/1712] lr: 1.000e-02, eta: 1 day, 17:24:48, time: 1.122, data_time: 0.009, memory: 5822, loss_cls: 3.2712, loss: 3.2712, grad_norm: 2.9142 2020-10-24 03:52:44,476 - mmaction - INFO - Epoch [29][1060/1712] lr: 1.000e-02, eta: 1 day, 17:24:18, time: 1.103, data_time: 0.016, memory: 5822, loss_cls: 3.3060, loss: 3.3060, grad_norm: 2.9046 2020-10-24 03:53:07,409 - mmaction - INFO - Epoch [29][1080/1712] lr: 1.000e-02, eta: 1 day, 17:23:50, time: 1.147, data_time: 0.003, memory: 5822, loss_cls: 3.2352, loss: 3.2352, grad_norm: 2.8423 2020-10-24 03:53:29,933 - mmaction - INFO - Epoch [29][1100/1712] lr: 1.000e-02, eta: 1 day, 17:23:20, time: 1.115, data_time: 0.005, memory: 5822, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.8562 2020-10-24 03:53:52,877 - mmaction - INFO - Epoch [29][1120/1712] lr: 1.000e-02, eta: 1 day, 17:22:53, time: 1.157, data_time: 0.014, memory: 5822, loss_cls: 3.1980, loss: 3.1980, grad_norm: 2.8091 2020-10-24 03:54:14,711 - mmaction - INFO - Epoch [29][1140/1712] lr: 1.000e-02, eta: 1 day, 17:22:22, time: 1.094, data_time: 0.005, memory: 5822, loss_cls: 3.2719, loss: 3.2719, grad_norm: 2.8622 2020-10-24 03:54:37,589 - mmaction - INFO - Epoch [29][1160/1712] lr: 1.000e-02, eta: 1 day, 17:21:54, time: 1.143, data_time: 0.003, memory: 5822, loss_cls: 3.2416, loss: 3.2416, grad_norm: 2.8903 2020-10-24 03:55:00,675 - mmaction - INFO - Epoch [29][1180/1712] lr: 1.000e-02, eta: 1 day, 17:21:26, time: 1.142, data_time: 0.005, memory: 5822, loss_cls: 3.2958, loss: 3.2958, grad_norm: 2.8716 2020-10-24 03:55:22,817 - mmaction - INFO - Epoch [29][1200/1712] lr: 1.000e-02, eta: 1 day, 17:20:56, time: 1.116, data_time: 0.015, memory: 5822, loss_cls: 3.2951, loss: 3.2951, grad_norm: 2.8505 2020-10-24 03:55:45,015 - mmaction - INFO - Epoch [29][1220/1712] lr: 1.000e-02, eta: 1 day, 17:20:26, time: 1.108, data_time: 0.006, memory: 5822, loss_cls: 3.2291, loss: 3.2291, grad_norm: 2.8379 2020-10-24 03:56:06,905 - mmaction - INFO - Epoch [29][1240/1712] lr: 1.000e-02, eta: 1 day, 17:19:56, time: 1.101, data_time: 0.011, memory: 5822, loss_cls: 3.2902, loss: 3.2902, grad_norm: 2.9044 2020-10-24 03:56:28,770 - mmaction - INFO - Epoch [29][1260/1712] lr: 1.000e-02, eta: 1 day, 17:19:25, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.2788, loss: 3.2788, grad_norm: 2.9162 2020-10-24 03:56:51,327 - mmaction - INFO - Epoch [29][1280/1712] lr: 1.000e-02, eta: 1 day, 17:18:56, time: 1.129, data_time: 0.006, memory: 5822, loss_cls: 3.2729, loss: 3.2729, grad_norm: 2.8957 2020-10-24 03:57:13,466 - mmaction - INFO - Epoch [29][1300/1712] lr: 1.000e-02, eta: 1 day, 17:18:26, time: 1.106, data_time: 0.003, memory: 5822, loss_cls: 3.3160, loss: 3.3160, grad_norm: 2.8640 2020-10-24 03:57:35,864 - mmaction - INFO - Epoch [29][1320/1712] lr: 1.000e-02, eta: 1 day, 17:17:57, time: 1.114, data_time: 0.008, memory: 5822, loss_cls: 3.2814, loss: 3.2814, grad_norm: 2.8934 2020-10-24 03:57:58,334 - mmaction - INFO - Epoch [29][1340/1712] lr: 1.000e-02, eta: 1 day, 17:17:28, time: 1.129, data_time: 0.009, memory: 5822, loss_cls: 3.2327, loss: 3.2327, grad_norm: 2.8636 2020-10-24 03:58:19,807 - mmaction - INFO - Epoch [29][1360/1712] lr: 1.000e-02, eta: 1 day, 17:16:56, time: 1.073, data_time: 0.004, memory: 5822, loss_cls: 3.2550, loss: 3.2550, grad_norm: 2.8509 2020-10-24 03:58:42,580 - mmaction - INFO - Epoch [29][1380/1712] lr: 1.000e-02, eta: 1 day, 17:16:28, time: 1.134, data_time: 0.005, memory: 5822, loss_cls: 3.2401, loss: 3.2401, grad_norm: 2.8982 2020-10-24 03:59:04,700 - mmaction - INFO - Epoch [29][1400/1712] lr: 1.000e-02, eta: 1 day, 17:15:58, time: 1.110, data_time: 0.010, memory: 5822, loss_cls: 3.2718, loss: 3.2718, grad_norm: 2.9205 2020-10-24 03:59:27,043 - mmaction - INFO - Epoch [29][1420/1712] lr: 1.000e-02, eta: 1 day, 17:15:29, time: 1.121, data_time: 0.007, memory: 5822, loss_cls: 3.2236, loss: 3.2236, grad_norm: 2.9328 2020-10-24 03:59:49,382 - mmaction - INFO - Epoch [29][1440/1712] lr: 1.000e-02, eta: 1 day, 17:14:59, time: 1.113, data_time: 0.005, memory: 5822, loss_cls: 3.3313, loss: 3.3313, grad_norm: 2.9329 2020-10-24 04:00:11,447 - mmaction - INFO - Epoch [29][1460/1712] lr: 1.000e-02, eta: 1 day, 17:14:29, time: 1.100, data_time: 0.006, memory: 5822, loss_cls: 3.3114, loss: 3.3114, grad_norm: 2.9510 2020-10-24 04:00:33,467 - mmaction - INFO - Epoch [29][1480/1712] lr: 1.000e-02, eta: 1 day, 17:13:59, time: 1.106, data_time: 0.011, memory: 5822, loss_cls: 3.2798, loss: 3.2798, grad_norm: 2.8912 2020-10-24 04:00:56,262 - mmaction - INFO - Epoch [29][1500/1712] lr: 1.000e-02, eta: 1 day, 17:13:30, time: 1.127, data_time: 0.003, memory: 5822, loss_cls: 3.2193, loss: 3.2193, grad_norm: 2.8878 2020-10-24 04:01:18,323 - mmaction - INFO - Epoch [29][1520/1712] lr: 1.000e-02, eta: 1 day, 17:13:01, time: 1.117, data_time: 0.016, memory: 5822, loss_cls: 3.2769, loss: 3.2769, grad_norm: 2.9059 2020-10-24 04:01:41,124 - mmaction - INFO - Epoch [29][1540/1712] lr: 1.000e-02, eta: 1 day, 17:12:32, time: 1.138, data_time: 0.003, memory: 5822, loss_cls: 3.2437, loss: 3.2437, grad_norm: 2.8198 2020-10-24 04:02:02,919 - mmaction - INFO - Epoch [29][1560/1712] lr: 1.000e-02, eta: 1 day, 17:12:02, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 3.3047, loss: 3.3047, grad_norm: 2.8954 2020-10-24 04:02:25,928 - mmaction - INFO - Epoch [29][1580/1712] lr: 1.000e-02, eta: 1 day, 17:11:34, time: 1.147, data_time: 0.003, memory: 5822, loss_cls: 3.2933, loss: 3.2933, grad_norm: 2.9337 2020-10-24 04:02:48,866 - mmaction - INFO - Epoch [29][1600/1712] lr: 1.000e-02, eta: 1 day, 17:11:06, time: 1.146, data_time: 0.008, memory: 5822, loss_cls: 3.2866, loss: 3.2866, grad_norm: 2.9171 2020-10-24 04:03:11,489 - mmaction - INFO - Epoch [29][1620/1712] lr: 1.000e-02, eta: 1 day, 17:10:37, time: 1.127, data_time: 0.009, memory: 5822, loss_cls: 3.2754, loss: 3.2754, grad_norm: 2.9084 2020-10-24 04:03:34,061 - mmaction - INFO - Epoch [29][1640/1712] lr: 1.000e-02, eta: 1 day, 17:10:09, time: 1.138, data_time: 0.012, memory: 5822, loss_cls: 3.2708, loss: 3.2708, grad_norm: 2.8149 2020-10-24 04:03:56,961 - mmaction - INFO - Epoch [29][1660/1712] lr: 1.000e-02, eta: 1 day, 17:09:40, time: 1.135, data_time: 0.002, memory: 5822, loss_cls: 3.2810, loss: 3.2810, grad_norm: 2.9761 2020-10-24 04:04:19,089 - mmaction - INFO - Epoch [29][1680/1712] lr: 1.000e-02, eta: 1 day, 17:09:11, time: 1.112, data_time: 0.014, memory: 5822, loss_cls: 3.3089, loss: 3.3089, grad_norm: 2.8477 2020-10-24 04:04:41,206 - mmaction - INFO - Epoch [29][1700/1712] lr: 1.000e-02, eta: 1 day, 17:08:41, time: 1.110, data_time: 0.008, memory: 5822, loss_cls: 3.2188, loss: 3.2188, grad_norm: 2.9027 2020-10-24 04:05:38,914 - mmaction - INFO - Epoch [30][20/1712] lr: 1.000e-02, eta: 1 day, 17:08:12, time: 2.150, data_time: 1.529, memory: 5822, loss_cls: 3.2266, loss: 3.2266, grad_norm: 2.8244 2020-10-24 04:06:02,373 - mmaction - INFO - Epoch [30][40/1712] lr: 1.000e-02, eta: 1 day, 17:07:45, time: 1.170, data_time: 0.078, memory: 5822, loss_cls: 3.2540, loss: 3.2540, grad_norm: 2.8420 2020-10-24 04:06:25,634 - mmaction - INFO - Epoch [30][60/1712] lr: 1.000e-02, eta: 1 day, 17:07:18, time: 1.165, data_time: 0.025, memory: 5822, loss_cls: 3.2627, loss: 3.2627, grad_norm: 2.9076 2020-10-24 04:06:48,801 - mmaction - INFO - Epoch [30][80/1712] lr: 1.000e-02, eta: 1 day, 17:06:51, time: 1.161, data_time: 0.005, memory: 5822, loss_cls: 3.2589, loss: 3.2589, grad_norm: 2.8901 2020-10-24 04:07:11,051 - mmaction - INFO - Epoch [30][100/1712] lr: 1.000e-02, eta: 1 day, 17:06:21, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 3.2212, loss: 3.2212, grad_norm: 2.8712 2020-10-24 04:07:33,703 - mmaction - INFO - Epoch [30][120/1712] lr: 1.000e-02, eta: 1 day, 17:05:53, time: 1.137, data_time: 0.010, memory: 5822, loss_cls: 3.2924, loss: 3.2924, grad_norm: 2.9151 2020-10-24 04:07:55,782 - mmaction - INFO - Epoch [30][140/1712] lr: 1.000e-02, eta: 1 day, 17:05:23, time: 1.104, data_time: 0.001, memory: 5822, loss_cls: 3.3108, loss: 3.3108, grad_norm: 2.9778 2020-10-24 04:08:18,509 - mmaction - INFO - Epoch [30][160/1712] lr: 1.000e-02, eta: 1 day, 17:04:54, time: 1.128, data_time: 0.004, memory: 5822, loss_cls: 3.2942, loss: 3.2942, grad_norm: 2.8817 2020-10-24 04:08:40,775 - mmaction - INFO - Epoch [30][180/1712] lr: 1.000e-02, eta: 1 day, 17:04:25, time: 1.120, data_time: 0.010, memory: 5822, loss_cls: 3.2198, loss: 3.2198, grad_norm: 2.8348 2020-10-24 04:09:04,165 - mmaction - INFO - Epoch [30][200/1712] lr: 1.000e-02, eta: 1 day, 17:03:58, time: 1.171, data_time: 0.005, memory: 5822, loss_cls: 3.2249, loss: 3.2249, grad_norm: 2.8797 2020-10-24 04:09:26,166 - mmaction - INFO - Epoch [30][220/1712] lr: 1.000e-02, eta: 1 day, 17:03:28, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.1810, loss: 3.1810, grad_norm: 2.7806 2020-10-24 04:09:48,841 - mmaction - INFO - Epoch [30][240/1712] lr: 1.000e-02, eta: 1 day, 17:02:59, time: 1.122, data_time: 0.006, memory: 5822, loss_cls: 3.1824, loss: 3.1824, grad_norm: 2.8865 2020-10-24 04:10:11,504 - mmaction - INFO - Epoch [30][260/1712] lr: 1.000e-02, eta: 1 day, 17:02:31, time: 1.141, data_time: 0.013, memory: 5822, loss_cls: 3.3191, loss: 3.3191, grad_norm: 2.9500 2020-10-24 04:10:34,579 - mmaction - INFO - Epoch [30][280/1712] lr: 1.000e-02, eta: 1 day, 17:02:03, time: 1.154, data_time: 0.006, memory: 5822, loss_cls: 3.2552, loss: 3.2552, grad_norm: 2.8346 2020-10-24 04:10:56,823 - mmaction - INFO - Epoch [30][300/1712] lr: 1.000e-02, eta: 1 day, 17:01:34, time: 1.116, data_time: 0.005, memory: 5822, loss_cls: 3.2672, loss: 3.2672, grad_norm: 2.9517 2020-10-24 04:11:19,756 - mmaction - INFO - Epoch [30][320/1712] lr: 1.000e-02, eta: 1 day, 17:01:06, time: 1.135, data_time: 0.000, memory: 5822, loss_cls: 3.2620, loss: 3.2620, grad_norm: 2.8952 2020-10-24 04:11:42,083 - mmaction - INFO - Epoch [30][340/1712] lr: 1.000e-02, eta: 1 day, 17:00:37, time: 1.126, data_time: 0.014, memory: 5822, loss_cls: 3.2367, loss: 3.2367, grad_norm: 2.8931 2020-10-24 04:12:04,455 - mmaction - INFO - Epoch [30][360/1712] lr: 1.000e-02, eta: 1 day, 17:00:08, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 3.2596, loss: 3.2596, grad_norm: 2.8935 2020-10-24 04:12:27,215 - mmaction - INFO - Epoch [30][380/1712] lr: 1.000e-02, eta: 1 day, 16:59:40, time: 1.138, data_time: 0.002, memory: 5822, loss_cls: 3.3141, loss: 3.3141, grad_norm: 2.9217 2020-10-24 04:12:49,453 - mmaction - INFO - Epoch [30][400/1712] lr: 1.000e-02, eta: 1 day, 16:59:10, time: 1.108, data_time: 0.001, memory: 5822, loss_cls: 3.1982, loss: 3.1982, grad_norm: 2.8568 2020-10-24 04:13:11,752 - mmaction - INFO - Epoch [30][420/1712] lr: 1.000e-02, eta: 1 day, 16:58:41, time: 1.119, data_time: 0.006, memory: 5822, loss_cls: 3.2804, loss: 3.2804, grad_norm: 2.9303 2020-10-24 04:13:34,517 - mmaction - INFO - Epoch [30][440/1712] lr: 1.000e-02, eta: 1 day, 16:58:12, time: 1.133, data_time: 0.003, memory: 5822, loss_cls: 3.2649, loss: 3.2649, grad_norm: 2.8885 2020-10-24 04:13:56,604 - mmaction - INFO - Epoch [30][460/1712] lr: 1.000e-02, eta: 1 day, 16:57:43, time: 1.109, data_time: 0.010, memory: 5822, loss_cls: 3.2721, loss: 3.2721, grad_norm: 2.8753 2020-10-24 04:14:19,980 - mmaction - INFO - Epoch [30][480/1712] lr: 1.000e-02, eta: 1 day, 16:57:16, time: 1.167, data_time: 0.002, memory: 5822, loss_cls: 3.2879, loss: 3.2879, grad_norm: 2.8935 2020-10-24 04:14:42,801 - mmaction - INFO - Epoch [30][500/1712] lr: 1.000e-02, eta: 1 day, 16:56:48, time: 1.143, data_time: 0.004, memory: 5822, loss_cls: 3.2651, loss: 3.2651, grad_norm: 2.8510 2020-10-24 04:15:05,243 - mmaction - INFO - Epoch [30][520/1712] lr: 1.000e-02, eta: 1 day, 16:56:19, time: 1.120, data_time: 0.003, memory: 5822, loss_cls: 3.2172, loss: 3.2172, grad_norm: 2.9144 2020-10-24 04:15:27,872 - mmaction - INFO - Epoch [30][540/1712] lr: 1.000e-02, eta: 1 day, 16:55:50, time: 1.133, data_time: 0.006, memory: 5822, loss_cls: 3.2626, loss: 3.2626, grad_norm: 2.8396 2020-10-24 04:15:50,372 - mmaction - INFO - Epoch [30][560/1712] lr: 1.000e-02, eta: 1 day, 16:55:21, time: 1.121, data_time: 0.003, memory: 5822, loss_cls: 3.2581, loss: 3.2581, grad_norm: 2.9355 2020-10-24 04:16:13,463 - mmaction - INFO - Epoch [30][580/1712] lr: 1.000e-02, eta: 1 day, 16:54:54, time: 1.154, data_time: 0.007, memory: 5822, loss_cls: 3.2581, loss: 3.2581, grad_norm: 2.9151 2020-10-24 04:16:36,227 - mmaction - INFO - Epoch [30][600/1712] lr: 1.000e-02, eta: 1 day, 16:54:26, time: 1.142, data_time: 0.007, memory: 5822, loss_cls: 3.3125, loss: 3.3125, grad_norm: 2.9595 2020-10-24 04:16:58,685 - mmaction - INFO - Epoch [30][620/1712] lr: 1.000e-02, eta: 1 day, 16:53:57, time: 1.125, data_time: 0.004, memory: 5822, loss_cls: 3.2728, loss: 3.2728, grad_norm: 2.8518 2020-10-24 04:17:21,846 - mmaction - INFO - Epoch [30][640/1712] lr: 1.000e-02, eta: 1 day, 16:53:29, time: 1.147, data_time: 0.002, memory: 5822, loss_cls: 3.2379, loss: 3.2379, grad_norm: 2.9601 2020-10-24 04:17:44,879 - mmaction - INFO - Epoch [30][660/1712] lr: 1.000e-02, eta: 1 day, 16:53:02, time: 1.160, data_time: 0.014, memory: 5822, loss_cls: 3.2608, loss: 3.2608, grad_norm: 2.9245 2020-10-24 04:18:07,448 - mmaction - INFO - Epoch [30][680/1712] lr: 1.000e-02, eta: 1 day, 16:52:34, time: 1.130, data_time: 0.005, memory: 5822, loss_cls: 3.3250, loss: 3.3250, grad_norm: 2.9166 2020-10-24 04:18:29,495 - mmaction - INFO - Epoch [30][700/1712] lr: 1.000e-02, eta: 1 day, 16:52:04, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.2027, loss: 3.2027, grad_norm: 2.8117 2020-10-24 04:18:52,387 - mmaction - INFO - Epoch [30][720/1712] lr: 1.000e-02, eta: 1 day, 16:51:36, time: 1.147, data_time: 0.005, memory: 5822, loss_cls: 3.2936, loss: 3.2936, grad_norm: 2.8942 2020-10-24 04:19:14,978 - mmaction - INFO - Epoch [30][740/1712] lr: 1.000e-02, eta: 1 day, 16:51:07, time: 1.119, data_time: 0.007, memory: 5822, loss_cls: 3.2030, loss: 3.2030, grad_norm: 2.8272 2020-10-24 04:19:37,340 - mmaction - INFO - Epoch [30][760/1712] lr: 1.000e-02, eta: 1 day, 16:50:38, time: 1.129, data_time: 0.014, memory: 5822, loss_cls: 3.2915, loss: 3.2915, grad_norm: 2.9851 2020-10-24 04:20:00,019 - mmaction - INFO - Epoch [30][780/1712] lr: 1.000e-02, eta: 1 day, 16:50:10, time: 1.129, data_time: 0.001, memory: 5822, loss_cls: 3.2227, loss: 3.2227, grad_norm: 2.8666 2020-10-24 04:20:22,736 - mmaction - INFO - Epoch [30][800/1712] lr: 1.000e-02, eta: 1 day, 16:49:42, time: 1.141, data_time: 0.009, memory: 5822, loss_cls: 3.2803, loss: 3.2803, grad_norm: 2.8708 2020-10-24 04:20:45,092 - mmaction - INFO - Epoch [30][820/1712] lr: 1.000e-02, eta: 1 day, 16:49:13, time: 1.115, data_time: 0.003, memory: 5822, loss_cls: 3.2736, loss: 3.2736, grad_norm: 2.9522 2020-10-24 04:21:07,527 - mmaction - INFO - Epoch [30][840/1712] lr: 1.000e-02, eta: 1 day, 16:48:44, time: 1.123, data_time: 0.005, memory: 5822, loss_cls: 3.3072, loss: 3.3072, grad_norm: 2.9249 2020-10-24 04:21:30,010 - mmaction - INFO - Epoch [30][860/1712] lr: 1.000e-02, eta: 1 day, 16:48:14, time: 1.114, data_time: 0.004, memory: 5822, loss_cls: 3.2566, loss: 3.2566, grad_norm: 2.8879 2020-10-24 04:21:52,165 - mmaction - INFO - Epoch [30][880/1712] lr: 1.000e-02, eta: 1 day, 16:47:45, time: 1.110, data_time: 0.015, memory: 5822, loss_cls: 3.2822, loss: 3.2822, grad_norm: 2.9186 2020-10-24 04:22:14,272 - mmaction - INFO - Epoch [30][900/1712] lr: 1.000e-02, eta: 1 day, 16:47:15, time: 1.106, data_time: 0.011, memory: 5822, loss_cls: 3.2272, loss: 3.2272, grad_norm: 2.9301 2020-10-24 04:22:37,064 - mmaction - INFO - Epoch [30][920/1712] lr: 1.000e-02, eta: 1 day, 16:46:48, time: 1.148, data_time: 0.010, memory: 5822, loss_cls: 3.3116, loss: 3.3116, grad_norm: 3.0038 2020-10-24 04:22:59,532 - mmaction - INFO - Epoch [30][940/1712] lr: 1.000e-02, eta: 1 day, 16:46:18, time: 1.114, data_time: 0.002, memory: 5822, loss_cls: 3.2804, loss: 3.2804, grad_norm: 2.8496 2020-10-24 04:23:21,959 - mmaction - INFO - Epoch [30][960/1712] lr: 1.000e-02, eta: 1 day, 16:45:50, time: 1.131, data_time: 0.011, memory: 5822, loss_cls: 3.2297, loss: 3.2297, grad_norm: 2.7724 2020-10-24 04:23:43,849 - mmaction - INFO - Epoch [30][980/1712] lr: 1.000e-02, eta: 1 day, 16:45:20, time: 1.095, data_time: 0.005, memory: 5822, loss_cls: 3.2666, loss: 3.2666, grad_norm: 2.9822 2020-10-24 04:24:06,345 - mmaction - INFO - Epoch [30][1000/1712] lr: 1.000e-02, eta: 1 day, 16:44:51, time: 1.124, data_time: 0.002, memory: 5822, loss_cls: 3.2801, loss: 3.2801, grad_norm: 2.9339 2020-10-24 04:24:28,687 - mmaction - INFO - Epoch [30][1020/1712] lr: 1.000e-02, eta: 1 day, 16:44:22, time: 1.113, data_time: 0.006, memory: 5822, loss_cls: 3.2908, loss: 3.2908, grad_norm: 2.9033 2020-10-24 04:24:51,063 - mmaction - INFO - Epoch [30][1040/1712] lr: 1.000e-02, eta: 1 day, 16:43:52, time: 1.111, data_time: 0.007, memory: 5822, loss_cls: 3.2470, loss: 3.2470, grad_norm: 2.8578 2020-10-24 04:25:13,850 - mmaction - INFO - Epoch [30][1060/1712] lr: 1.000e-02, eta: 1 day, 16:43:25, time: 1.145, data_time: 0.014, memory: 5822, loss_cls: 3.3419, loss: 3.3419, grad_norm: 2.9779 2020-10-24 04:25:36,764 - mmaction - INFO - Epoch [30][1080/1712] lr: 1.000e-02, eta: 1 day, 16:42:57, time: 1.149, data_time: 0.009, memory: 5822, loss_cls: 3.2824, loss: 3.2824, grad_norm: 2.8637 2020-10-24 04:25:59,399 - mmaction - INFO - Epoch [30][1100/1712] lr: 1.000e-02, eta: 1 day, 16:42:29, time: 1.135, data_time: 0.005, memory: 5822, loss_cls: 3.3014, loss: 3.3014, grad_norm: 2.9138 2020-10-24 04:26:21,422 - mmaction - INFO - Epoch [30][1120/1712] lr: 1.000e-02, eta: 1 day, 16:41:59, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 3.2351, loss: 3.2351, grad_norm: 2.8353 2020-10-24 04:26:44,260 - mmaction - INFO - Epoch [30][1140/1712] lr: 1.000e-02, eta: 1 day, 16:41:31, time: 1.144, data_time: 0.017, memory: 5822, loss_cls: 3.2138, loss: 3.2138, grad_norm: 2.8589 2020-10-24 04:27:06,502 - mmaction - INFO - Epoch [30][1160/1712] lr: 1.000e-02, eta: 1 day, 16:41:02, time: 1.117, data_time: 0.011, memory: 5822, loss_cls: 3.2433, loss: 3.2433, grad_norm: 2.9068 2020-10-24 04:27:28,868 - mmaction - INFO - Epoch [30][1180/1712] lr: 1.000e-02, eta: 1 day, 16:40:33, time: 1.120, data_time: 0.009, memory: 5822, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.9568 2020-10-24 04:27:51,513 - mmaction - INFO - Epoch [30][1200/1712] lr: 1.000e-02, eta: 1 day, 16:40:05, time: 1.136, data_time: 0.006, memory: 5822, loss_cls: 3.2635, loss: 3.2635, grad_norm: 2.9101 2020-10-24 04:28:13,458 - mmaction - INFO - Epoch [30][1220/1712] lr: 1.000e-02, eta: 1 day, 16:39:35, time: 1.094, data_time: 0.002, memory: 5822, loss_cls: 3.2555, loss: 3.2555, grad_norm: 2.8145 2020-10-24 04:28:35,867 - mmaction - INFO - Epoch [30][1240/1712] lr: 1.000e-02, eta: 1 day, 16:39:06, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 3.2727, loss: 3.2727, grad_norm: 2.8841 2020-10-24 04:28:57,863 - mmaction - INFO - Epoch [30][1260/1712] lr: 1.000e-02, eta: 1 day, 16:38:36, time: 1.102, data_time: 0.006, memory: 5822, loss_cls: 3.2683, loss: 3.2683, grad_norm: 2.8824 2020-10-24 04:29:20,336 - mmaction - INFO - Epoch [30][1280/1712] lr: 1.000e-02, eta: 1 day, 16:38:07, time: 1.115, data_time: 0.006, memory: 5822, loss_cls: 3.2524, loss: 3.2524, grad_norm: 2.8744 2020-10-24 04:29:42,789 - mmaction - INFO - Epoch [30][1300/1712] lr: 1.000e-02, eta: 1 day, 16:37:38, time: 1.130, data_time: 0.013, memory: 5822, loss_cls: 3.2711, loss: 3.2711, grad_norm: 2.9166 2020-10-24 04:30:05,524 - mmaction - INFO - Epoch [30][1320/1712] lr: 1.000e-02, eta: 1 day, 16:37:10, time: 1.138, data_time: 0.006, memory: 5822, loss_cls: 3.2812, loss: 3.2812, grad_norm: 2.9340 2020-10-24 04:30:27,504 - mmaction - INFO - Epoch [30][1340/1712] lr: 1.000e-02, eta: 1 day, 16:36:40, time: 1.093, data_time: 0.008, memory: 5822, loss_cls: 3.2664, loss: 3.2664, grad_norm: 2.8909 2020-10-24 04:30:49,974 - mmaction - INFO - Epoch [30][1360/1712] lr: 1.000e-02, eta: 1 day, 16:36:12, time: 1.129, data_time: 0.014, memory: 5822, loss_cls: 3.2739, loss: 3.2739, grad_norm: 2.8413 2020-10-24 04:31:12,111 - mmaction - INFO - Epoch [30][1380/1712] lr: 1.000e-02, eta: 1 day, 16:35:42, time: 1.104, data_time: 0.010, memory: 5822, loss_cls: 3.2351, loss: 3.2351, grad_norm: 2.8556 2020-10-24 04:31:35,188 - mmaction - INFO - Epoch [30][1400/1712] lr: 1.000e-02, eta: 1 day, 16:35:15, time: 1.156, data_time: 0.008, memory: 5822, loss_cls: 3.2458, loss: 3.2458, grad_norm: 2.8474 2020-10-24 04:31:57,863 - mmaction - INFO - Epoch [30][1420/1712] lr: 1.000e-02, eta: 1 day, 16:34:46, time: 1.126, data_time: 0.005, memory: 5822, loss_cls: 3.2491, loss: 3.2491, grad_norm: 2.8631 2020-10-24 04:32:20,047 - mmaction - INFO - Epoch [30][1440/1712] lr: 1.000e-02, eta: 1 day, 16:34:18, time: 1.118, data_time: 0.013, memory: 5822, loss_cls: 3.3068, loss: 3.3068, grad_norm: 2.9009 2020-10-24 04:32:42,901 - mmaction - INFO - Epoch [30][1460/1712] lr: 1.000e-02, eta: 1 day, 16:33:49, time: 1.134, data_time: 0.011, memory: 5822, loss_cls: 3.2335, loss: 3.2335, grad_norm: 2.8929 2020-10-24 04:33:05,357 - mmaction - INFO - Epoch [30][1480/1712] lr: 1.000e-02, eta: 1 day, 16:33:21, time: 1.133, data_time: 0.012, memory: 5822, loss_cls: 3.2815, loss: 3.2815, grad_norm: 2.9963 2020-10-24 04:33:27,722 - mmaction - INFO - Epoch [30][1500/1712] lr: 1.000e-02, eta: 1 day, 16:32:52, time: 1.116, data_time: 0.004, memory: 5822, loss_cls: 3.3112, loss: 3.3112, grad_norm: 2.8530 2020-10-24 04:33:50,218 - mmaction - INFO - Epoch [30][1520/1712] lr: 1.000e-02, eta: 1 day, 16:32:24, time: 1.127, data_time: 0.005, memory: 5822, loss_cls: 3.2157, loss: 3.2157, grad_norm: 2.8697 2020-10-24 04:34:12,283 - mmaction - INFO - Epoch [30][1540/1712] lr: 1.000e-02, eta: 1 day, 16:31:54, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 3.2871, loss: 3.2871, grad_norm: 2.9229 2020-10-24 04:34:35,337 - mmaction - INFO - Epoch [30][1560/1712] lr: 1.000e-02, eta: 1 day, 16:31:27, time: 1.158, data_time: 0.009, memory: 5822, loss_cls: 3.2548, loss: 3.2548, grad_norm: 2.9087 2020-10-24 04:34:57,193 - mmaction - INFO - Epoch [30][1580/1712] lr: 1.000e-02, eta: 1 day, 16:30:57, time: 1.092, data_time: 0.001, memory: 5822, loss_cls: 3.2742, loss: 3.2742, grad_norm: 2.9803 2020-10-24 04:35:19,867 - mmaction - INFO - Epoch [30][1600/1712] lr: 1.000e-02, eta: 1 day, 16:30:29, time: 1.135, data_time: 0.003, memory: 5822, loss_cls: 3.2350, loss: 3.2350, grad_norm: 2.9284 2020-10-24 04:35:42,119 - mmaction - INFO - Epoch [30][1620/1712] lr: 1.000e-02, eta: 1 day, 16:29:59, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 3.3060, loss: 3.3060, grad_norm: 2.9444 2020-10-24 04:36:04,519 - mmaction - INFO - Epoch [30][1640/1712] lr: 1.000e-02, eta: 1 day, 16:29:30, time: 1.115, data_time: 0.003, memory: 5822, loss_cls: 3.2864, loss: 3.2864, grad_norm: 2.9509 2020-10-24 04:36:27,148 - mmaction - INFO - Epoch [30][1660/1712] lr: 1.000e-02, eta: 1 day, 16:29:02, time: 1.134, data_time: 0.008, memory: 5822, loss_cls: 3.2862, loss: 3.2862, grad_norm: 2.9164 2020-10-24 04:36:49,478 - mmaction - INFO - Epoch [30][1680/1712] lr: 1.000e-02, eta: 1 day, 16:28:33, time: 1.113, data_time: 0.007, memory: 5822, loss_cls: 3.2330, loss: 3.2330, grad_norm: 2.8641 2020-10-24 04:37:12,217 - mmaction - INFO - Epoch [30][1700/1712] lr: 1.000e-02, eta: 1 day, 16:28:05, time: 1.142, data_time: 0.012, memory: 5822, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.8505 2020-10-24 04:37:27,107 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-24 04:40:40,187 - mmaction - INFO - Epoch [31][20/1712] lr: 1.000e-02, eta: 1 day, 16:27:09, time: 1.569, data_time: 1.027, memory: 5822, loss_cls: 3.2339, loss: 3.2339, grad_norm: 2.9026 2020-10-24 04:41:03,778 - mmaction - INFO - Epoch [31][40/1712] lr: 1.000e-02, eta: 1 day, 16:26:43, time: 1.178, data_time: 0.397, memory: 5822, loss_cls: 3.2355, loss: 3.2355, grad_norm: 2.8442 2020-10-24 04:41:27,937 - mmaction - INFO - Epoch [31][60/1712] lr: 1.000e-02, eta: 1 day, 16:26:18, time: 1.204, data_time: 0.175, memory: 5822, loss_cls: 3.2618, loss: 3.2618, grad_norm: 2.9743 2020-10-24 04:41:50,825 - mmaction - INFO - Epoch [31][80/1712] lr: 1.000e-02, eta: 1 day, 16:25:51, time: 1.149, data_time: 0.011, memory: 5822, loss_cls: 3.2658, loss: 3.2658, grad_norm: 2.9252 2020-10-24 04:42:13,304 - mmaction - INFO - Epoch [31][100/1712] lr: 1.000e-02, eta: 1 day, 16:25:22, time: 1.124, data_time: 0.000, memory: 5822, loss_cls: 3.2541, loss: 3.2541, grad_norm: 2.9021 2020-10-24 04:42:35,572 - mmaction - INFO - Epoch [31][120/1712] lr: 1.000e-02, eta: 1 day, 16:24:53, time: 1.111, data_time: 0.001, memory: 5822, loss_cls: 3.2296, loss: 3.2296, grad_norm: 2.8921 2020-10-24 04:42:58,637 - mmaction - INFO - Epoch [31][140/1712] lr: 1.000e-02, eta: 1 day, 16:24:26, time: 1.156, data_time: 0.005, memory: 5822, loss_cls: 3.2923, loss: 3.2923, grad_norm: 2.9109 2020-10-24 04:43:21,338 - mmaction - INFO - Epoch [31][160/1712] lr: 1.000e-02, eta: 1 day, 16:23:58, time: 1.127, data_time: 0.005, memory: 5822, loss_cls: 3.3051, loss: 3.3051, grad_norm: 2.8516 2020-10-24 04:43:43,649 - mmaction - INFO - Epoch [31][180/1712] lr: 1.000e-02, eta: 1 day, 16:23:29, time: 1.117, data_time: 0.011, memory: 5822, loss_cls: 3.2386, loss: 3.2386, grad_norm: 2.8744 2020-10-24 04:44:06,542 - mmaction - INFO - Epoch [31][200/1712] lr: 1.000e-02, eta: 1 day, 16:23:01, time: 1.150, data_time: 0.009, memory: 5822, loss_cls: 3.1934, loss: 3.1934, grad_norm: 2.8741 2020-10-24 04:44:28,573 - mmaction - INFO - Epoch [31][220/1712] lr: 1.000e-02, eta: 1 day, 16:22:32, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 3.3098, loss: 3.3098, grad_norm: 2.8829 2020-10-24 04:44:51,075 - mmaction - INFO - Epoch [31][240/1712] lr: 1.000e-02, eta: 1 day, 16:22:03, time: 1.123, data_time: 0.004, memory: 5822, loss_cls: 3.2739, loss: 3.2739, grad_norm: 2.9534 2020-10-24 04:45:13,979 - mmaction - INFO - Epoch [31][260/1712] lr: 1.000e-02, eta: 1 day, 16:21:35, time: 1.140, data_time: 0.005, memory: 5822, loss_cls: 3.2854, loss: 3.2854, grad_norm: 2.9960 2020-10-24 04:45:36,408 - mmaction - INFO - Epoch [31][280/1712] lr: 1.000e-02, eta: 1 day, 16:21:07, time: 1.126, data_time: 0.009, memory: 5822, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.8863 2020-10-24 04:45:59,185 - mmaction - INFO - Epoch [31][300/1712] lr: 1.000e-02, eta: 1 day, 16:20:39, time: 1.140, data_time: 0.004, memory: 5822, loss_cls: 3.2730, loss: 3.2730, grad_norm: 2.8795 2020-10-24 04:46:21,520 - mmaction - INFO - Epoch [31][320/1712] lr: 1.000e-02, eta: 1 day, 16:20:10, time: 1.112, data_time: 0.004, memory: 5822, loss_cls: 3.2080, loss: 3.2080, grad_norm: 2.9210 2020-10-24 04:46:44,383 - mmaction - INFO - Epoch [31][340/1712] lr: 1.000e-02, eta: 1 day, 16:19:43, time: 1.148, data_time: 0.008, memory: 5822, loss_cls: 3.2309, loss: 3.2309, grad_norm: 2.8800 2020-10-24 04:47:07,267 - mmaction - INFO - Epoch [31][360/1712] lr: 1.000e-02, eta: 1 day, 16:19:15, time: 1.138, data_time: 0.004, memory: 5822, loss_cls: 3.2397, loss: 3.2397, grad_norm: 2.8562 2020-10-24 04:47:29,675 - mmaction - INFO - Epoch [31][380/1712] lr: 1.000e-02, eta: 1 day, 16:18:47, time: 1.124, data_time: 0.009, memory: 5822, loss_cls: 3.2364, loss: 3.2364, grad_norm: 2.9130 2020-10-24 04:47:52,418 - mmaction - INFO - Epoch [31][400/1712] lr: 1.000e-02, eta: 1 day, 16:18:19, time: 1.138, data_time: 0.006, memory: 5822, loss_cls: 3.2769, loss: 3.2769, grad_norm: 2.8789 2020-10-24 04:48:15,143 - mmaction - INFO - Epoch [31][420/1712] lr: 1.000e-02, eta: 1 day, 16:17:51, time: 1.138, data_time: 0.005, memory: 5822, loss_cls: 3.2729, loss: 3.2729, grad_norm: 2.8349 2020-10-24 04:48:37,201 - mmaction - INFO - Epoch [31][440/1712] lr: 1.000e-02, eta: 1 day, 16:17:21, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 3.2698, loss: 3.2698, grad_norm: 2.9297 2020-10-24 04:48:59,935 - mmaction - INFO - Epoch [31][460/1712] lr: 1.000e-02, eta: 1 day, 16:16:53, time: 1.137, data_time: 0.002, memory: 5822, loss_cls: 3.3538, loss: 3.3538, grad_norm: 2.8839 2020-10-24 04:49:22,706 - mmaction - INFO - Epoch [31][480/1712] lr: 1.000e-02, eta: 1 day, 16:16:26, time: 1.139, data_time: 0.007, memory: 5822, loss_cls: 3.2465, loss: 3.2465, grad_norm: 2.8808 2020-10-24 04:49:44,526 - mmaction - INFO - Epoch [31][500/1712] lr: 1.000e-02, eta: 1 day, 16:15:55, time: 1.083, data_time: 0.004, memory: 5822, loss_cls: 3.2303, loss: 3.2303, grad_norm: 2.8470 2020-10-24 04:50:06,984 - mmaction - INFO - Epoch [31][520/1712] lr: 1.000e-02, eta: 1 day, 16:15:27, time: 1.130, data_time: 0.010, memory: 5822, loss_cls: 3.2541, loss: 3.2541, grad_norm: 2.8617 2020-10-24 04:50:29,038 - mmaction - INFO - Epoch [31][540/1712] lr: 1.000e-02, eta: 1 day, 16:14:58, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 3.2392, loss: 3.2392, grad_norm: 2.9165 2020-10-24 04:50:51,376 - mmaction - INFO - Epoch [31][560/1712] lr: 1.000e-02, eta: 1 day, 16:14:29, time: 1.114, data_time: 0.005, memory: 5822, loss_cls: 3.2053, loss: 3.2053, grad_norm: 2.8252 2020-10-24 04:51:13,661 - mmaction - INFO - Epoch [31][580/1712] lr: 1.000e-02, eta: 1 day, 16:14:00, time: 1.112, data_time: 0.006, memory: 5822, loss_cls: 3.2180, loss: 3.2180, grad_norm: 2.8246 2020-10-24 04:51:36,179 - mmaction - INFO - Epoch [31][600/1712] lr: 1.000e-02, eta: 1 day, 16:13:31, time: 1.127, data_time: 0.012, memory: 5822, loss_cls: 3.2822, loss: 3.2822, grad_norm: 2.8948 2020-10-24 04:51:58,871 - mmaction - INFO - Epoch [31][620/1712] lr: 1.000e-02, eta: 1 day, 16:13:04, time: 1.139, data_time: 0.009, memory: 5822, loss_cls: 3.2304, loss: 3.2304, grad_norm: 2.9161 2020-10-24 04:52:21,232 - mmaction - INFO - Epoch [31][640/1712] lr: 1.000e-02, eta: 1 day, 16:12:35, time: 1.114, data_time: 0.005, memory: 5822, loss_cls: 3.2230, loss: 3.2230, grad_norm: 2.9079 2020-10-24 04:52:43,299 - mmaction - INFO - Epoch [31][660/1712] lr: 1.000e-02, eta: 1 day, 16:12:05, time: 1.097, data_time: 0.007, memory: 5822, loss_cls: 3.2958, loss: 3.2958, grad_norm: 2.9298 2020-10-24 04:53:06,112 - mmaction - INFO - Epoch [31][680/1712] lr: 1.000e-02, eta: 1 day, 16:11:38, time: 1.145, data_time: 0.014, memory: 5822, loss_cls: 3.2299, loss: 3.2299, grad_norm: 2.9173 2020-10-24 04:53:28,596 - mmaction - INFO - Epoch [31][700/1712] lr: 1.000e-02, eta: 1 day, 16:11:09, time: 1.130, data_time: 0.009, memory: 5822, loss_cls: 3.2277, loss: 3.2277, grad_norm: 2.8871 2020-10-24 04:53:50,680 - mmaction - INFO - Epoch [31][720/1712] lr: 1.000e-02, eta: 1 day, 16:10:40, time: 1.098, data_time: 0.006, memory: 5822, loss_cls: 3.2912, loss: 3.2912, grad_norm: 2.9010 2020-10-24 04:54:12,650 - mmaction - INFO - Epoch [31][740/1712] lr: 1.000e-02, eta: 1 day, 16:10:11, time: 1.106, data_time: 0.009, memory: 5822, loss_cls: 3.2527, loss: 3.2527, grad_norm: 2.8519 2020-10-24 04:54:35,126 - mmaction - INFO - Epoch [31][760/1712] lr: 1.000e-02, eta: 1 day, 16:09:42, time: 1.124, data_time: 0.002, memory: 5822, loss_cls: 3.2255, loss: 3.2255, grad_norm: 2.8789 2020-10-24 04:54:57,581 - mmaction - INFO - Epoch [31][780/1712] lr: 1.000e-02, eta: 1 day, 16:09:14, time: 1.122, data_time: 0.005, memory: 5822, loss_cls: 3.3673, loss: 3.3673, grad_norm: 2.9476 2020-10-24 04:55:19,597 - mmaction - INFO - Epoch [31][800/1712] lr: 1.000e-02, eta: 1 day, 16:08:44, time: 1.096, data_time: 0.003, memory: 5822, loss_cls: 3.1987, loss: 3.1987, grad_norm: 2.8789 2020-10-24 04:55:42,082 - mmaction - INFO - Epoch [31][820/1712] lr: 1.000e-02, eta: 1 day, 16:08:16, time: 1.126, data_time: 0.011, memory: 5822, loss_cls: 3.2570, loss: 3.2570, grad_norm: 2.9056 2020-10-24 04:56:04,526 - mmaction - INFO - Epoch [31][840/1712] lr: 1.000e-02, eta: 1 day, 16:07:47, time: 1.117, data_time: 0.010, memory: 5822, loss_cls: 3.2163, loss: 3.2163, grad_norm: 2.8440 2020-10-24 04:56:27,082 - mmaction - INFO - Epoch [31][860/1712] lr: 1.000e-02, eta: 1 day, 16:07:19, time: 1.128, data_time: 0.012, memory: 5822, loss_cls: 3.2903, loss: 3.2903, grad_norm: 2.8727 2020-10-24 04:56:48,889 - mmaction - INFO - Epoch [31][880/1712] lr: 1.000e-02, eta: 1 day, 16:06:49, time: 1.098, data_time: 0.011, memory: 5822, loss_cls: 3.3016, loss: 3.3016, grad_norm: 2.9279 2020-10-24 04:57:11,530 - mmaction - INFO - Epoch [31][900/1712] lr: 1.000e-02, eta: 1 day, 16:06:21, time: 1.127, data_time: 0.006, memory: 5822, loss_cls: 3.2568, loss: 3.2568, grad_norm: 2.8956 2020-10-24 04:57:34,577 - mmaction - INFO - Epoch [31][920/1712] lr: 1.000e-02, eta: 1 day, 16:05:54, time: 1.160, data_time: 0.008, memory: 5822, loss_cls: 3.2710, loss: 3.2710, grad_norm: 2.9428 2020-10-24 04:57:56,493 - mmaction - INFO - Epoch [31][940/1712] lr: 1.000e-02, eta: 1 day, 16:05:24, time: 1.090, data_time: 0.009, memory: 5822, loss_cls: 3.2564, loss: 3.2564, grad_norm: 2.9236 2020-10-24 04:58:18,990 - mmaction - INFO - Epoch [31][960/1712] lr: 1.000e-02, eta: 1 day, 16:04:56, time: 1.129, data_time: 0.007, memory: 5822, loss_cls: 3.2593, loss: 3.2593, grad_norm: 2.9173 2020-10-24 04:58:40,966 - mmaction - INFO - Epoch [31][980/1712] lr: 1.000e-02, eta: 1 day, 16:04:27, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 3.2846, loss: 3.2846, grad_norm: 2.9061 2020-10-24 04:59:04,282 - mmaction - INFO - Epoch [31][1000/1712] lr: 1.000e-02, eta: 1 day, 16:04:00, time: 1.166, data_time: 0.008, memory: 5822, loss_cls: 3.2925, loss: 3.2925, grad_norm: 2.9263 2020-10-24 04:59:26,253 - mmaction - INFO - Epoch [31][1020/1712] lr: 1.000e-02, eta: 1 day, 16:03:31, time: 1.101, data_time: 0.008, memory: 5822, loss_cls: 3.1955, loss: 3.1955, grad_norm: 2.8625 2020-10-24 04:59:48,640 - mmaction - INFO - Epoch [31][1040/1712] lr: 1.000e-02, eta: 1 day, 16:03:02, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 3.2585, loss: 3.2585, grad_norm: 2.8703 2020-10-24 05:00:11,441 - mmaction - INFO - Epoch [31][1060/1712] lr: 1.000e-02, eta: 1 day, 16:02:34, time: 1.132, data_time: 0.002, memory: 5822, loss_cls: 3.2530, loss: 3.2530, grad_norm: 2.8576 2020-10-24 05:00:33,509 - mmaction - INFO - Epoch [31][1080/1712] lr: 1.000e-02, eta: 1 day, 16:02:05, time: 1.110, data_time: 0.012, memory: 5822, loss_cls: 3.2869, loss: 3.2869, grad_norm: 2.9171 2020-10-24 05:00:56,288 - mmaction - INFO - Epoch [31][1100/1712] lr: 1.000e-02, eta: 1 day, 16:01:37, time: 1.135, data_time: 0.004, memory: 5822, loss_cls: 3.2748, loss: 3.2748, grad_norm: 2.9143 2020-10-24 05:01:19,048 - mmaction - INFO - Epoch [31][1120/1712] lr: 1.000e-02, eta: 1 day, 16:01:10, time: 1.140, data_time: 0.010, memory: 5822, loss_cls: 3.2709, loss: 3.2709, grad_norm: 2.9043 2020-10-24 05:01:41,024 - mmaction - INFO - Epoch [31][1140/1712] lr: 1.000e-02, eta: 1 day, 16:00:41, time: 1.103, data_time: 0.007, memory: 5822, loss_cls: 3.3050, loss: 3.3050, grad_norm: 2.9245 2020-10-24 05:02:04,145 - mmaction - INFO - Epoch [31][1160/1712] lr: 1.000e-02, eta: 1 day, 16:00:13, time: 1.150, data_time: 0.001, memory: 5822, loss_cls: 3.2209, loss: 3.2209, grad_norm: 2.9245 2020-10-24 05:02:26,793 - mmaction - INFO - Epoch [31][1180/1712] lr: 1.000e-02, eta: 1 day, 15:59:46, time: 1.135, data_time: 0.008, memory: 5822, loss_cls: 3.2529, loss: 3.2529, grad_norm: 2.8870 2020-10-24 05:02:49,572 - mmaction - INFO - Epoch [31][1200/1712] lr: 1.000e-02, eta: 1 day, 15:59:18, time: 1.141, data_time: 0.005, memory: 5822, loss_cls: 3.2488, loss: 3.2488, grad_norm: 2.9216 2020-10-24 05:03:11,589 - mmaction - INFO - Epoch [31][1220/1712] lr: 1.000e-02, eta: 1 day, 15:58:49, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.2760, loss: 3.2760, grad_norm: 2.9144 2020-10-24 05:03:34,649 - mmaction - INFO - Epoch [31][1240/1712] lr: 1.000e-02, eta: 1 day, 15:58:22, time: 1.153, data_time: 0.004, memory: 5822, loss_cls: 3.2375, loss: 3.2375, grad_norm: 2.8247 2020-10-24 05:03:56,913 - mmaction - INFO - Epoch [31][1260/1712] lr: 1.000e-02, eta: 1 day, 15:57:53, time: 1.115, data_time: 0.005, memory: 5822, loss_cls: 3.2481, loss: 3.2481, grad_norm: 2.9298 2020-10-24 05:04:19,281 - mmaction - INFO - Epoch [31][1280/1712] lr: 1.000e-02, eta: 1 day, 15:57:25, time: 1.118, data_time: 0.006, memory: 5822, loss_cls: 3.2772, loss: 3.2772, grad_norm: 2.8745 2020-10-24 05:04:41,389 - mmaction - INFO - Epoch [31][1300/1712] lr: 1.000e-02, eta: 1 day, 15:56:55, time: 1.099, data_time: 0.001, memory: 5822, loss_cls: 3.2734, loss: 3.2734, grad_norm: 2.8806 2020-10-24 05:05:04,446 - mmaction - INFO - Epoch [31][1320/1712] lr: 1.000e-02, eta: 1 day, 15:56:28, time: 1.148, data_time: 0.010, memory: 5822, loss_cls: 3.2400, loss: 3.2400, grad_norm: 2.8583 2020-10-24 05:05:26,451 - mmaction - INFO - Epoch [31][1340/1712] lr: 1.000e-02, eta: 1 day, 15:55:59, time: 1.110, data_time: 0.014, memory: 5822, loss_cls: 3.2460, loss: 3.2460, grad_norm: 2.8791 2020-10-24 05:05:49,584 - mmaction - INFO - Epoch [31][1360/1712] lr: 1.000e-02, eta: 1 day, 15:55:32, time: 1.145, data_time: 0.008, memory: 5822, loss_cls: 3.2297, loss: 3.2297, grad_norm: 2.8675 2020-10-24 05:06:12,350 - mmaction - INFO - Epoch [31][1380/1712] lr: 1.000e-02, eta: 1 day, 15:55:05, time: 1.152, data_time: 0.017, memory: 5822, loss_cls: 3.2543, loss: 3.2543, grad_norm: 2.9079 2020-10-24 05:06:34,742 - mmaction - INFO - Epoch [31][1400/1712] lr: 1.000e-02, eta: 1 day, 15:54:36, time: 1.108, data_time: 0.002, memory: 5822, loss_cls: 3.2798, loss: 3.2798, grad_norm: 2.8773 2020-10-24 05:06:57,260 - mmaction - INFO - Epoch [31][1420/1712] lr: 1.000e-02, eta: 1 day, 15:54:08, time: 1.127, data_time: 0.015, memory: 5822, loss_cls: 3.2591, loss: 3.2591, grad_norm: 2.8465 2020-10-24 05:07:19,639 - mmaction - INFO - Epoch [31][1440/1712] lr: 1.000e-02, eta: 1 day, 15:53:39, time: 1.128, data_time: 0.013, memory: 5822, loss_cls: 3.2474, loss: 3.2474, grad_norm: 2.9032 2020-10-24 05:07:42,476 - mmaction - INFO - Epoch [31][1460/1712] lr: 1.000e-02, eta: 1 day, 15:53:12, time: 1.142, data_time: 0.005, memory: 5822, loss_cls: 3.2770, loss: 3.2770, grad_norm: 2.9044 2020-10-24 05:08:04,935 - mmaction - INFO - Epoch [31][1480/1712] lr: 1.000e-02, eta: 1 day, 15:52:44, time: 1.123, data_time: 0.004, memory: 5822, loss_cls: 3.2373, loss: 3.2373, grad_norm: 2.9637 2020-10-24 05:08:27,577 - mmaction - INFO - Epoch [31][1500/1712] lr: 1.000e-02, eta: 1 day, 15:52:16, time: 1.130, data_time: 0.005, memory: 5822, loss_cls: 3.2730, loss: 3.2730, grad_norm: 2.8371 2020-10-24 05:08:50,557 - mmaction - INFO - Epoch [31][1520/1712] lr: 1.000e-02, eta: 1 day, 15:51:49, time: 1.150, data_time: 0.005, memory: 5822, loss_cls: 3.1859, loss: 3.1859, grad_norm: 2.8247 2020-10-24 05:09:13,100 - mmaction - INFO - Epoch [31][1540/1712] lr: 1.000e-02, eta: 1 day, 15:51:21, time: 1.129, data_time: 0.007, memory: 5822, loss_cls: 3.1949, loss: 3.1949, grad_norm: 2.8275 2020-10-24 05:09:35,708 - mmaction - INFO - Epoch [31][1560/1712] lr: 1.000e-02, eta: 1 day, 15:50:52, time: 1.122, data_time: 0.003, memory: 5822, loss_cls: 3.2824, loss: 3.2824, grad_norm: 2.9371 2020-10-24 05:09:58,515 - mmaction - INFO - Epoch [31][1580/1712] lr: 1.000e-02, eta: 1 day, 15:50:25, time: 1.148, data_time: 0.013, memory: 5822, loss_cls: 3.2823, loss: 3.2823, grad_norm: 2.8951 2020-10-24 05:10:21,904 - mmaction - INFO - Epoch [31][1600/1712] lr: 1.000e-02, eta: 1 day, 15:49:59, time: 1.161, data_time: 0.001, memory: 5822, loss_cls: 3.2811, loss: 3.2811, grad_norm: 2.8354 2020-10-24 05:10:44,714 - mmaction - INFO - Epoch [31][1620/1712] lr: 1.000e-02, eta: 1 day, 15:49:31, time: 1.139, data_time: 0.011, memory: 5822, loss_cls: 3.3154, loss: 3.3154, grad_norm: 2.9090 2020-10-24 05:11:07,200 - mmaction - INFO - Epoch [31][1640/1712] lr: 1.000e-02, eta: 1 day, 15:49:03, time: 1.133, data_time: 0.011, memory: 5822, loss_cls: 3.2232, loss: 3.2232, grad_norm: 2.8577 2020-10-24 05:11:29,275 - mmaction - INFO - Epoch [31][1660/1712] lr: 1.000e-02, eta: 1 day, 15:48:34, time: 1.095, data_time: 0.004, memory: 5822, loss_cls: 3.3396, loss: 3.3396, grad_norm: 2.9447 2020-10-24 05:11:51,713 - mmaction - INFO - Epoch [31][1680/1712] lr: 1.000e-02, eta: 1 day, 15:48:06, time: 1.129, data_time: 0.010, memory: 5822, loss_cls: 3.3035, loss: 3.3035, grad_norm: 2.9234 2020-10-24 05:12:13,930 - mmaction - INFO - Epoch [31][1700/1712] lr: 1.000e-02, eta: 1 day, 15:47:37, time: 1.102, data_time: 0.007, memory: 5822, loss_cls: 3.2561, loss: 3.2561, grad_norm: 2.9294 2020-10-24 05:13:06,901 - mmaction - INFO - Epoch [32][20/1712] lr: 1.000e-02, eta: 1 day, 15:46:58, time: 1.947, data_time: 1.023, memory: 5822, loss_cls: 3.2438, loss: 3.2438, grad_norm: 2.8821 2020-10-24 05:13:31,477 - mmaction - INFO - Epoch [32][40/1712] lr: 1.000e-02, eta: 1 day, 15:46:34, time: 1.223, data_time: 0.144, memory: 5822, loss_cls: 3.2252, loss: 3.2252, grad_norm: 2.8773 2020-10-24 05:13:54,698 - mmaction - INFO - Epoch [32][60/1712] lr: 1.000e-02, eta: 1 day, 15:46:08, time: 1.166, data_time: 0.007, memory: 5822, loss_cls: 3.1917, loss: 3.1917, grad_norm: 2.8956 2020-10-24 05:14:17,116 - mmaction - INFO - Epoch [32][80/1712] lr: 1.000e-02, eta: 1 day, 15:45:39, time: 1.116, data_time: 0.004, memory: 5822, loss_cls: 3.2378, loss: 3.2378, grad_norm: 2.8957 2020-10-24 05:14:38,956 - mmaction - INFO - Epoch [32][100/1712] lr: 1.000e-02, eta: 1 day, 15:45:10, time: 1.086, data_time: 0.007, memory: 5822, loss_cls: 3.2475, loss: 3.2475, grad_norm: 2.8524 2020-10-24 05:15:01,819 - mmaction - INFO - Epoch [32][120/1712] lr: 1.000e-02, eta: 1 day, 15:44:43, time: 1.150, data_time: 0.022, memory: 5822, loss_cls: 3.2306, loss: 3.2306, grad_norm: 2.8989 2020-10-24 05:15:23,478 - mmaction - INFO - Epoch [32][140/1712] lr: 1.000e-02, eta: 1 day, 15:44:13, time: 1.086, data_time: 0.006, memory: 5822, loss_cls: 3.1980, loss: 3.1980, grad_norm: 2.8849 2020-10-24 05:15:46,041 - mmaction - INFO - Epoch [32][160/1712] lr: 1.000e-02, eta: 1 day, 15:43:45, time: 1.130, data_time: 0.005, memory: 5822, loss_cls: 3.2355, loss: 3.2355, grad_norm: 2.9158 2020-10-24 05:16:07,954 - mmaction - INFO - Epoch [32][180/1712] lr: 1.000e-02, eta: 1 day, 15:43:15, time: 1.085, data_time: 0.004, memory: 5822, loss_cls: 3.2735, loss: 3.2735, grad_norm: 2.9519 2020-10-24 05:16:30,345 - mmaction - INFO - Epoch [32][200/1712] lr: 1.000e-02, eta: 1 day, 15:42:47, time: 1.125, data_time: 0.018, memory: 5822, loss_cls: 3.2894, loss: 3.2894, grad_norm: 2.9129 2020-10-24 05:16:52,953 - mmaction - INFO - Epoch [32][220/1712] lr: 1.000e-02, eta: 1 day, 15:42:19, time: 1.132, data_time: 0.010, memory: 5822, loss_cls: 3.2841, loss: 3.2841, grad_norm: 2.8741 2020-10-24 05:17:15,445 - mmaction - INFO - Epoch [32][240/1712] lr: 1.000e-02, eta: 1 day, 15:41:51, time: 1.118, data_time: 0.005, memory: 5822, loss_cls: 3.2746, loss: 3.2746, grad_norm: 2.9515 2020-10-24 05:17:37,209 - mmaction - INFO - Epoch [32][260/1712] lr: 1.000e-02, eta: 1 day, 15:41:21, time: 1.094, data_time: 0.011, memory: 5822, loss_cls: 3.2826, loss: 3.2826, grad_norm: 2.9372 2020-10-24 05:17:59,263 - mmaction - INFO - Epoch [32][280/1712] lr: 1.000e-02, eta: 1 day, 15:40:52, time: 1.102, data_time: 0.006, memory: 5822, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.9062 2020-10-24 05:18:21,898 - mmaction - INFO - Epoch [32][300/1712] lr: 1.000e-02, eta: 1 day, 15:40:24, time: 1.136, data_time: 0.009, memory: 5822, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.8836 2020-10-24 05:18:43,781 - mmaction - INFO - Epoch [32][320/1712] lr: 1.000e-02, eta: 1 day, 15:39:55, time: 1.092, data_time: 0.004, memory: 5822, loss_cls: 3.2635, loss: 3.2635, grad_norm: 2.8922 2020-10-24 05:19:05,193 - mmaction - INFO - Epoch [32][340/1712] lr: 1.000e-02, eta: 1 day, 15:39:24, time: 1.071, data_time: 0.005, memory: 5822, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.9521 2020-10-24 05:19:27,345 - mmaction - INFO - Epoch [32][360/1712] lr: 1.000e-02, eta: 1 day, 15:38:56, time: 1.110, data_time: 0.009, memory: 5822, loss_cls: 3.2476, loss: 3.2476, grad_norm: 2.9106 2020-10-24 05:19:49,446 - mmaction - INFO - Epoch [32][380/1712] lr: 1.000e-02, eta: 1 day, 15:38:26, time: 1.100, data_time: 0.001, memory: 5822, loss_cls: 3.2559, loss: 3.2559, grad_norm: 2.8384 2020-10-24 05:20:10,889 - mmaction - INFO - Epoch [32][400/1712] lr: 1.000e-02, eta: 1 day, 15:37:56, time: 1.076, data_time: 0.007, memory: 5822, loss_cls: 3.2693, loss: 3.2693, grad_norm: 2.9298 2020-10-24 05:20:32,452 - mmaction - INFO - Epoch [32][420/1712] lr: 1.000e-02, eta: 1 day, 15:37:26, time: 1.076, data_time: 0.005, memory: 5822, loss_cls: 3.2569, loss: 3.2569, grad_norm: 2.8876 2020-10-24 05:20:54,800 - mmaction - INFO - Epoch [32][440/1712] lr: 1.000e-02, eta: 1 day, 15:36:58, time: 1.119, data_time: 0.006, memory: 5822, loss_cls: 3.2036, loss: 3.2036, grad_norm: 2.9091 2020-10-24 05:21:16,834 - mmaction - INFO - Epoch [32][460/1712] lr: 1.000e-02, eta: 1 day, 15:36:29, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 3.2367, loss: 3.2367, grad_norm: 2.9391 2020-10-24 05:21:38,673 - mmaction - INFO - Epoch [32][480/1712] lr: 1.000e-02, eta: 1 day, 15:35:59, time: 1.093, data_time: 0.004, memory: 5822, loss_cls: 3.2835, loss: 3.2835, grad_norm: 2.8903 2020-10-24 05:22:01,125 - mmaction - INFO - Epoch [32][500/1712] lr: 1.000e-02, eta: 1 day, 15:35:31, time: 1.121, data_time: 0.006, memory: 5822, loss_cls: 3.2190, loss: 3.2190, grad_norm: 2.8655 2020-10-24 05:22:23,363 - mmaction - INFO - Epoch [32][520/1712] lr: 1.000e-02, eta: 1 day, 15:35:02, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 3.2157, loss: 3.2157, grad_norm: 2.8515 2020-10-24 05:22:46,060 - mmaction - INFO - Epoch [32][540/1712] lr: 1.000e-02, eta: 1 day, 15:34:34, time: 1.133, data_time: 0.009, memory: 5822, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.9040 2020-10-24 05:23:07,909 - mmaction - INFO - Epoch [32][560/1712] lr: 1.000e-02, eta: 1 day, 15:34:05, time: 1.089, data_time: 0.011, memory: 5822, loss_cls: 3.2171, loss: 3.2171, grad_norm: 2.8708 2020-10-24 05:23:29,741 - mmaction - INFO - Epoch [32][580/1712] lr: 1.000e-02, eta: 1 day, 15:33:36, time: 1.100, data_time: 0.015, memory: 5822, loss_cls: 3.2243, loss: 3.2243, grad_norm: 2.9147 2020-10-24 05:23:51,521 - mmaction - INFO - Epoch [32][600/1712] lr: 1.000e-02, eta: 1 day, 15:33:06, time: 1.090, data_time: 0.007, memory: 5822, loss_cls: 3.2457, loss: 3.2457, grad_norm: 2.8585 2020-10-24 05:24:14,008 - mmaction - INFO - Epoch [32][620/1712] lr: 1.000e-02, eta: 1 day, 15:32:38, time: 1.127, data_time: 0.005, memory: 5822, loss_cls: 3.3216, loss: 3.3216, grad_norm: 2.9748 2020-10-24 05:24:36,550 - mmaction - INFO - Epoch [32][640/1712] lr: 1.000e-02, eta: 1 day, 15:32:10, time: 1.125, data_time: 0.002, memory: 5822, loss_cls: 3.2348, loss: 3.2348, grad_norm: 2.8691 2020-10-24 05:24:59,480 - mmaction - INFO - Epoch [32][660/1712] lr: 1.000e-02, eta: 1 day, 15:31:43, time: 1.145, data_time: 0.007, memory: 5822, loss_cls: 3.2484, loss: 3.2484, grad_norm: 2.8538 2020-10-24 05:25:21,527 - mmaction - INFO - Epoch [32][680/1712] lr: 1.000e-02, eta: 1 day, 15:31:14, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 3.3084, loss: 3.3084, grad_norm: 2.9212 2020-10-24 05:25:43,346 - mmaction - INFO - Epoch [32][700/1712] lr: 1.000e-02, eta: 1 day, 15:30:45, time: 1.091, data_time: 0.004, memory: 5822, loss_cls: 3.2646, loss: 3.2646, grad_norm: 2.9038 2020-10-24 05:26:05,578 - mmaction - INFO - Epoch [32][720/1712] lr: 1.000e-02, eta: 1 day, 15:30:16, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 3.2102, loss: 3.2102, grad_norm: 2.9144 2020-10-24 05:26:28,113 - mmaction - INFO - Epoch [32][740/1712] lr: 1.000e-02, eta: 1 day, 15:29:48, time: 1.123, data_time: 0.008, memory: 5822, loss_cls: 3.3245, loss: 3.3245, grad_norm: 3.0631 2020-10-24 05:26:50,119 - mmaction - INFO - Epoch [32][760/1712] lr: 1.000e-02, eta: 1 day, 15:29:19, time: 1.105, data_time: 0.010, memory: 5822, loss_cls: 3.2746, loss: 3.2746, grad_norm: 2.8805 2020-10-24 05:27:12,551 - mmaction - INFO - Epoch [32][780/1712] lr: 1.000e-02, eta: 1 day, 15:28:51, time: 1.115, data_time: 0.003, memory: 5822, loss_cls: 3.2535, loss: 3.2535, grad_norm: 2.8434 2020-10-24 05:27:34,636 - mmaction - INFO - Epoch [32][800/1712] lr: 1.000e-02, eta: 1 day, 15:28:22, time: 1.107, data_time: 0.009, memory: 5822, loss_cls: 3.2546, loss: 3.2546, grad_norm: 2.9100 2020-10-24 05:27:56,936 - mmaction - INFO - Epoch [32][820/1712] lr: 1.000e-02, eta: 1 day, 15:27:54, time: 1.120, data_time: 0.009, memory: 5822, loss_cls: 3.3117, loss: 3.3117, grad_norm: 2.9251 2020-10-24 05:28:18,331 - mmaction - INFO - Epoch [32][840/1712] lr: 1.000e-02, eta: 1 day, 15:27:23, time: 1.068, data_time: 0.003, memory: 5822, loss_cls: 3.2436, loss: 3.2436, grad_norm: 2.8912 2020-10-24 05:28:40,521 - mmaction - INFO - Epoch [32][860/1712] lr: 1.000e-02, eta: 1 day, 15:26:54, time: 1.101, data_time: 0.003, memory: 5822, loss_cls: 3.2622, loss: 3.2622, grad_norm: 2.9164 2020-10-24 05:29:03,403 - mmaction - INFO - Epoch [32][880/1712] lr: 1.000e-02, eta: 1 day, 15:26:28, time: 1.154, data_time: 0.014, memory: 5822, loss_cls: 3.2465, loss: 3.2465, grad_norm: 2.8356 2020-10-24 05:29:25,802 - mmaction - INFO - Epoch [32][900/1712] lr: 1.000e-02, eta: 1 day, 15:25:59, time: 1.120, data_time: 0.003, memory: 5822, loss_cls: 3.2720, loss: 3.2720, grad_norm: 2.9542 2020-10-24 05:29:47,687 - mmaction - INFO - Epoch [32][920/1712] lr: 1.000e-02, eta: 1 day, 15:25:30, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 3.2777, loss: 3.2777, grad_norm: 2.8675 2020-10-24 05:30:10,372 - mmaction - INFO - Epoch [32][940/1712] lr: 1.000e-02, eta: 1 day, 15:25:02, time: 1.132, data_time: 0.004, memory: 5822, loss_cls: 3.3003, loss: 3.3003, grad_norm: 2.8664 2020-10-24 05:30:33,108 - mmaction - INFO - Epoch [32][960/1712] lr: 1.000e-02, eta: 1 day, 15:24:35, time: 1.139, data_time: 0.005, memory: 5822, loss_cls: 3.2875, loss: 3.2875, grad_norm: 2.8724 2020-10-24 05:30:54,945 - mmaction - INFO - Epoch [32][980/1712] lr: 1.000e-02, eta: 1 day, 15:24:06, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 3.2096, loss: 3.2096, grad_norm: 2.8745 2020-10-24 05:31:17,361 - mmaction - INFO - Epoch [32][1000/1712] lr: 1.000e-02, eta: 1 day, 15:23:38, time: 1.121, data_time: 0.005, memory: 5822, loss_cls: 3.2438, loss: 3.2438, grad_norm: 2.8812 2020-10-24 05:31:40,011 - mmaction - INFO - Epoch [32][1020/1712] lr: 1.000e-02, eta: 1 day, 15:23:10, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 3.2356, loss: 3.2356, grad_norm: 2.9638 2020-10-24 05:32:02,370 - mmaction - INFO - Epoch [32][1040/1712] lr: 1.000e-02, eta: 1 day, 15:22:42, time: 1.125, data_time: 0.012, memory: 5822, loss_cls: 3.2965, loss: 3.2965, grad_norm: 2.9507 2020-10-24 05:32:24,856 - mmaction - INFO - Epoch [32][1060/1712] lr: 1.000e-02, eta: 1 day, 15:22:14, time: 1.124, data_time: 0.005, memory: 5822, loss_cls: 3.2761, loss: 3.2761, grad_norm: 2.9080 2020-10-24 05:32:46,301 - mmaction - INFO - Epoch [32][1080/1712] lr: 1.000e-02, eta: 1 day, 15:21:43, time: 1.069, data_time: 0.002, memory: 5822, loss_cls: 3.3083, loss: 3.3083, grad_norm: 2.9551 2020-10-24 05:33:09,070 - mmaction - INFO - Epoch [32][1100/1712] lr: 1.000e-02, eta: 1 day, 15:21:16, time: 1.141, data_time: 0.006, memory: 5822, loss_cls: 3.2061, loss: 3.2061, grad_norm: 2.8080 2020-10-24 05:33:30,994 - mmaction - INFO - Epoch [32][1120/1712] lr: 1.000e-02, eta: 1 day, 15:20:47, time: 1.092, data_time: 0.003, memory: 5822, loss_cls: 3.2187, loss: 3.2187, grad_norm: 2.8936 2020-10-24 05:33:53,322 - mmaction - INFO - Epoch [32][1140/1712] lr: 1.000e-02, eta: 1 day, 15:20:18, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 3.2481, loss: 3.2481, grad_norm: 2.9180 2020-10-24 05:34:15,432 - mmaction - INFO - Epoch [32][1160/1712] lr: 1.000e-02, eta: 1 day, 15:19:50, time: 1.108, data_time: 0.010, memory: 5822, loss_cls: 3.2927, loss: 3.2927, grad_norm: 2.9655 2020-10-24 05:34:38,073 - mmaction - INFO - Epoch [32][1180/1712] lr: 1.000e-02, eta: 1 day, 15:19:22, time: 1.134, data_time: 0.007, memory: 5822, loss_cls: 3.2530, loss: 3.2530, grad_norm: 2.8581 2020-10-24 05:34:59,495 - mmaction - INFO - Epoch [32][1200/1712] lr: 1.000e-02, eta: 1 day, 15:18:52, time: 1.073, data_time: 0.007, memory: 5822, loss_cls: 3.2283, loss: 3.2283, grad_norm: 2.8489 2020-10-24 05:35:22,137 - mmaction - INFO - Epoch [32][1220/1712] lr: 1.000e-02, eta: 1 day, 15:18:24, time: 1.125, data_time: 0.003, memory: 5822, loss_cls: 3.2134, loss: 3.2134, grad_norm: 2.9248 2020-10-24 05:35:44,827 - mmaction - INFO - Epoch [32][1240/1712] lr: 1.000e-02, eta: 1 day, 15:17:57, time: 1.136, data_time: 0.009, memory: 5822, loss_cls: 3.2121, loss: 3.2121, grad_norm: 2.9034 2020-10-24 05:36:06,546 - mmaction - INFO - Epoch [32][1260/1712] lr: 1.000e-02, eta: 1 day, 15:17:27, time: 1.086, data_time: 0.009, memory: 5822, loss_cls: 3.1788, loss: 3.1788, grad_norm: 2.8845 2020-10-24 05:36:28,959 - mmaction - INFO - Epoch [32][1280/1712] lr: 1.000e-02, eta: 1 day, 15:17:00, time: 1.128, data_time: 0.011, memory: 5822, loss_cls: 3.2676, loss: 3.2676, grad_norm: 2.9585 2020-10-24 05:36:51,125 - mmaction - INFO - Epoch [32][1300/1712] lr: 1.000e-02, eta: 1 day, 15:16:31, time: 1.100, data_time: 0.002, memory: 5822, loss_cls: 3.2459, loss: 3.2459, grad_norm: 2.8637 2020-10-24 05:37:12,889 - mmaction - INFO - Epoch [32][1320/1712] lr: 1.000e-02, eta: 1 day, 15:16:01, time: 1.095, data_time: 0.010, memory: 5822, loss_cls: 3.2585, loss: 3.2585, grad_norm: 2.8515 2020-10-24 05:37:35,126 - mmaction - INFO - Epoch [32][1340/1712] lr: 1.000e-02, eta: 1 day, 15:15:33, time: 1.106, data_time: 0.006, memory: 5822, loss_cls: 3.2706, loss: 3.2706, grad_norm: 2.9541 2020-10-24 05:37:57,238 - mmaction - INFO - Epoch [32][1360/1712] lr: 1.000e-02, eta: 1 day, 15:15:04, time: 1.113, data_time: 0.010, memory: 5822, loss_cls: 3.2399, loss: 3.2399, grad_norm: 2.9073 2020-10-24 05:38:19,156 - mmaction - INFO - Epoch [32][1380/1712] lr: 1.000e-02, eta: 1 day, 15:14:35, time: 1.093, data_time: 0.001, memory: 5822, loss_cls: 3.1970, loss: 3.1970, grad_norm: 2.8480 2020-10-24 05:38:40,942 - mmaction - INFO - Epoch [32][1400/1712] lr: 1.000e-02, eta: 1 day, 15:14:05, time: 1.079, data_time: 0.004, memory: 5822, loss_cls: 3.2622, loss: 3.2622, grad_norm: 2.8878 2020-10-24 05:39:03,523 - mmaction - INFO - Epoch [32][1420/1712] lr: 1.000e-02, eta: 1 day, 15:13:38, time: 1.141, data_time: 0.015, memory: 5822, loss_cls: 3.2643, loss: 3.2643, grad_norm: 2.8905 2020-10-24 05:39:25,322 - mmaction - INFO - Epoch [32][1440/1712] lr: 1.000e-02, eta: 1 day, 15:13:09, time: 1.088, data_time: 0.002, memory: 5822, loss_cls: 3.2964, loss: 3.2964, grad_norm: 2.9949 2020-10-24 05:39:47,550 - mmaction - INFO - Epoch [32][1460/1712] lr: 1.000e-02, eta: 1 day, 15:12:40, time: 1.107, data_time: 0.004, memory: 5822, loss_cls: 3.3208, loss: 3.3208, grad_norm: 3.0228 2020-10-24 05:40:09,772 - mmaction - INFO - Epoch [32][1480/1712] lr: 1.000e-02, eta: 1 day, 15:12:12, time: 1.108, data_time: 0.008, memory: 5822, loss_cls: 3.2717, loss: 3.2717, grad_norm: 2.8971 2020-10-24 05:40:31,740 - mmaction - INFO - Epoch [32][1500/1712] lr: 1.000e-02, eta: 1 day, 15:11:43, time: 1.104, data_time: 0.012, memory: 5822, loss_cls: 3.2614, loss: 3.2614, grad_norm: 2.9086 2020-10-24 05:40:53,754 - mmaction - INFO - Epoch [32][1520/1712] lr: 1.000e-02, eta: 1 day, 15:11:14, time: 1.101, data_time: 0.007, memory: 5822, loss_cls: 3.2935, loss: 3.2935, grad_norm: 2.8921 2020-10-24 05:41:16,085 - mmaction - INFO - Epoch [32][1540/1712] lr: 1.000e-02, eta: 1 day, 15:10:46, time: 1.118, data_time: 0.004, memory: 5822, loss_cls: 3.2551, loss: 3.2551, grad_norm: 2.8776 2020-10-24 05:41:38,287 - mmaction - INFO - Epoch [32][1560/1712] lr: 1.000e-02, eta: 1 day, 15:10:18, time: 1.109, data_time: 0.003, memory: 5822, loss_cls: 3.2709, loss: 3.2709, grad_norm: 2.8646 2020-10-24 05:42:00,814 - mmaction - INFO - Epoch [32][1580/1712] lr: 1.000e-02, eta: 1 day, 15:09:50, time: 1.127, data_time: 0.005, memory: 5822, loss_cls: 3.2442, loss: 3.2442, grad_norm: 2.8806 2020-10-24 05:42:22,716 - mmaction - INFO - Epoch [32][1600/1712] lr: 1.000e-02, eta: 1 day, 15:09:21, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 3.2287, loss: 3.2287, grad_norm: 2.8847 2020-10-24 05:42:44,133 - mmaction - INFO - Epoch [32][1620/1712] lr: 1.000e-02, eta: 1 day, 15:08:51, time: 1.074, data_time: 0.007, memory: 5822, loss_cls: 3.2898, loss: 3.2898, grad_norm: 2.9646 2020-10-24 05:43:06,680 - mmaction - INFO - Epoch [32][1640/1712] lr: 1.000e-02, eta: 1 day, 15:08:23, time: 1.124, data_time: 0.004, memory: 5822, loss_cls: 3.2101, loss: 3.2101, grad_norm: 2.8620 2020-10-24 05:43:28,376 - mmaction - INFO - Epoch [32][1660/1712] lr: 1.000e-02, eta: 1 day, 15:07:53, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 3.1995, loss: 3.1995, grad_norm: 2.8511 2020-10-24 05:43:50,563 - mmaction - INFO - Epoch [32][1680/1712] lr: 1.000e-02, eta: 1 day, 15:07:25, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 3.3000, loss: 3.3000, grad_norm: 2.8813 2020-10-24 05:44:11,070 - mmaction - INFO - Epoch [32][1700/1712] lr: 1.000e-02, eta: 1 day, 15:06:53, time: 1.025, data_time: 0.005, memory: 5822, loss_cls: 3.2850, loss: 3.2850, grad_norm: 2.9346 2020-10-24 05:45:06,724 - mmaction - INFO - Epoch [33][20/1712] lr: 1.000e-02, eta: 1 day, 15:06:19, time: 2.051, data_time: 1.026, memory: 5822, loss_cls: 3.2470, loss: 3.2470, grad_norm: 2.8912 2020-10-24 05:45:30,273 - mmaction - INFO - Epoch [33][40/1712] lr: 1.000e-02, eta: 1 day, 15:05:54, time: 1.180, data_time: 0.004, memory: 5822, loss_cls: 3.2422, loss: 3.2422, grad_norm: 2.9495 2020-10-24 05:45:53,733 - mmaction - INFO - Epoch [33][60/1712] lr: 1.000e-02, eta: 1 day, 15:05:28, time: 1.173, data_time: 0.002, memory: 5822, loss_cls: 3.2435, loss: 3.2435, grad_norm: 2.8485 2020-10-24 05:46:15,430 - mmaction - INFO - Epoch [33][80/1712] lr: 1.000e-02, eta: 1 day, 15:04:58, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.9256 2020-10-24 05:46:36,860 - mmaction - INFO - Epoch [33][100/1712] lr: 1.000e-02, eta: 1 day, 15:04:28, time: 1.072, data_time: 0.005, memory: 5822, loss_cls: 3.2353, loss: 3.2353, grad_norm: 2.8975 2020-10-24 05:46:59,381 - mmaction - INFO - Epoch [33][120/1712] lr: 1.000e-02, eta: 1 day, 15:04:01, time: 1.121, data_time: 0.004, memory: 5822, loss_cls: 3.2350, loss: 3.2350, grad_norm: 2.8989 2020-10-24 05:47:22,075 - mmaction - INFO - Epoch [33][140/1712] lr: 1.000e-02, eta: 1 day, 15:03:33, time: 1.135, data_time: 0.012, memory: 5822, loss_cls: 3.1859, loss: 3.1859, grad_norm: 2.8678 2020-10-24 05:47:44,193 - mmaction - INFO - Epoch [33][160/1712] lr: 1.000e-02, eta: 1 day, 15:03:05, time: 1.106, data_time: 0.008, memory: 5822, loss_cls: 3.2279, loss: 3.2279, grad_norm: 2.8947 2020-10-24 05:48:06,930 - mmaction - INFO - Epoch [33][180/1712] lr: 1.000e-02, eta: 1 day, 15:02:38, time: 1.142, data_time: 0.009, memory: 5822, loss_cls: 3.2768, loss: 3.2768, grad_norm: 2.9805 2020-10-24 05:48:29,172 - mmaction - INFO - Epoch [33][200/1712] lr: 1.000e-02, eta: 1 day, 15:02:09, time: 1.111, data_time: 0.004, memory: 5822, loss_cls: 3.2765, loss: 3.2765, grad_norm: 2.9043 2020-10-24 05:48:51,437 - mmaction - INFO - Epoch [33][220/1712] lr: 1.000e-02, eta: 1 day, 15:01:41, time: 1.113, data_time: 0.004, memory: 5822, loss_cls: 3.2588, loss: 3.2588, grad_norm: 2.9016 2020-10-24 05:49:13,137 - mmaction - INFO - Epoch [33][240/1712] lr: 1.000e-02, eta: 1 day, 15:01:11, time: 1.082, data_time: 0.010, memory: 5822, loss_cls: 3.2787, loss: 3.2787, grad_norm: 2.8868 2020-10-24 05:49:35,382 - mmaction - INFO - Epoch [33][260/1712] lr: 1.000e-02, eta: 1 day, 15:00:43, time: 1.115, data_time: 0.009, memory: 5822, loss_cls: 3.2256, loss: 3.2256, grad_norm: 2.8912 2020-10-24 05:49:57,858 - mmaction - INFO - Epoch [33][280/1712] lr: 1.000e-02, eta: 1 day, 15:00:15, time: 1.116, data_time: 0.008, memory: 5822, loss_cls: 3.2266, loss: 3.2266, grad_norm: 2.9041 2020-10-24 05:50:20,163 - mmaction - INFO - Epoch [33][300/1712] lr: 1.000e-02, eta: 1 day, 14:59:47, time: 1.125, data_time: 0.011, memory: 5822, loss_cls: 3.1989, loss: 3.1989, grad_norm: 2.8936 2020-10-24 05:50:42,060 - mmaction - INFO - Epoch [33][320/1712] lr: 1.000e-02, eta: 1 day, 14:59:18, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 3.2301, loss: 3.2301, grad_norm: 2.8486 2020-10-24 05:51:05,176 - mmaction - INFO - Epoch [33][340/1712] lr: 1.000e-02, eta: 1 day, 14:58:52, time: 1.155, data_time: 0.003, memory: 5822, loss_cls: 3.2484, loss: 3.2484, grad_norm: 2.8768 2020-10-24 05:51:27,136 - mmaction - INFO - Epoch [33][360/1712] lr: 1.000e-02, eta: 1 day, 14:58:23, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 3.2635, loss: 3.2635, grad_norm: 2.8509 2020-10-24 05:51:50,228 - mmaction - INFO - Epoch [33][380/1712] lr: 1.000e-02, eta: 1 day, 14:57:57, time: 1.155, data_time: 0.005, memory: 5822, loss_cls: 3.1772, loss: 3.1772, grad_norm: 2.8148 2020-10-24 05:52:12,240 - mmaction - INFO - Epoch [33][400/1712] lr: 1.000e-02, eta: 1 day, 14:57:28, time: 1.095, data_time: 0.005, memory: 5822, loss_cls: 3.2622, loss: 3.2622, grad_norm: 2.9620 2020-10-24 05:52:35,163 - mmaction - INFO - Epoch [33][420/1712] lr: 1.000e-02, eta: 1 day, 14:57:01, time: 1.148, data_time: 0.008, memory: 5822, loss_cls: 3.2066, loss: 3.2066, grad_norm: 2.8676 2020-10-24 05:52:58,289 - mmaction - INFO - Epoch [33][440/1712] lr: 1.000e-02, eta: 1 day, 14:56:34, time: 1.151, data_time: 0.006, memory: 5822, loss_cls: 3.1819, loss: 3.1819, grad_norm: 2.8962 2020-10-24 05:53:19,651 - mmaction - INFO - Epoch [33][460/1712] lr: 1.000e-02, eta: 1 day, 14:56:05, time: 1.078, data_time: 0.013, memory: 5822, loss_cls: 3.2298, loss: 3.2298, grad_norm: 2.8953 2020-10-24 05:53:42,247 - mmaction - INFO - Epoch [33][480/1712] lr: 1.000e-02, eta: 1 day, 14:55:37, time: 1.130, data_time: 0.005, memory: 5822, loss_cls: 3.2369, loss: 3.2369, grad_norm: 2.9558 2020-10-24 05:54:04,537 - mmaction - INFO - Epoch [33][500/1712] lr: 1.000e-02, eta: 1 day, 14:55:09, time: 1.114, data_time: 0.003, memory: 5822, loss_cls: 3.2411, loss: 3.2411, grad_norm: 2.8470 2020-10-24 05:54:27,315 - mmaction - INFO - Epoch [33][520/1712] lr: 1.000e-02, eta: 1 day, 14:54:42, time: 1.137, data_time: 0.004, memory: 5822, loss_cls: 3.2118, loss: 3.2118, grad_norm: 2.9053 2020-10-24 05:54:49,412 - mmaction - INFO - Epoch [33][540/1712] lr: 1.000e-02, eta: 1 day, 14:54:13, time: 1.106, data_time: 0.009, memory: 5822, loss_cls: 3.2934, loss: 3.2934, grad_norm: 2.9876 2020-10-24 05:55:11,678 - mmaction - INFO - Epoch [33][560/1712] lr: 1.000e-02, eta: 1 day, 14:53:45, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 3.3061, loss: 3.3061, grad_norm: 2.8902 2020-10-24 05:55:34,435 - mmaction - INFO - Epoch [33][580/1712] lr: 1.000e-02, eta: 1 day, 14:53:18, time: 1.134, data_time: 0.007, memory: 5822, loss_cls: 3.2390, loss: 3.2390, grad_norm: 2.9454 2020-10-24 05:55:57,071 - mmaction - INFO - Epoch [33][600/1712] lr: 1.000e-02, eta: 1 day, 14:52:51, time: 1.138, data_time: 0.008, memory: 5822, loss_cls: 3.2645, loss: 3.2645, grad_norm: 2.9067 2020-10-24 05:56:20,171 - mmaction - INFO - Epoch [33][620/1712] lr: 1.000e-02, eta: 1 day, 14:52:24, time: 1.154, data_time: 0.002, memory: 5822, loss_cls: 3.2539, loss: 3.2539, grad_norm: 2.9078 2020-10-24 05:56:42,220 - mmaction - INFO - Epoch [33][640/1712] lr: 1.000e-02, eta: 1 day, 14:51:56, time: 1.104, data_time: 0.004, memory: 5822, loss_cls: 3.2162, loss: 3.2162, grad_norm: 2.8811 2020-10-24 05:57:04,891 - mmaction - INFO - Epoch [33][660/1712] lr: 1.000e-02, eta: 1 day, 14:51:28, time: 1.125, data_time: 0.001, memory: 5822, loss_cls: 3.2913, loss: 3.2913, grad_norm: 2.9830 2020-10-24 05:57:28,380 - mmaction - INFO - Epoch [33][680/1712] lr: 1.000e-02, eta: 1 day, 14:51:03, time: 1.182, data_time: 0.013, memory: 5822, loss_cls: 3.2415, loss: 3.2415, grad_norm: 2.9067 2020-10-24 05:57:50,120 - mmaction - INFO - Epoch [33][700/1712] lr: 1.000e-02, eta: 1 day, 14:50:33, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 3.2546, loss: 3.2546, grad_norm: 2.9809 2020-10-24 05:58:12,755 - mmaction - INFO - Epoch [33][720/1712] lr: 1.000e-02, eta: 1 day, 14:50:06, time: 1.131, data_time: 0.005, memory: 5822, loss_cls: 3.2642, loss: 3.2642, grad_norm: 2.9520 2020-10-24 05:58:35,064 - mmaction - INFO - Epoch [33][740/1712] lr: 1.000e-02, eta: 1 day, 14:49:38, time: 1.118, data_time: 0.007, memory: 5822, loss_cls: 3.2631, loss: 3.2631, grad_norm: 2.8829 2020-10-24 05:58:58,169 - mmaction - INFO - Epoch [33][760/1712] lr: 1.000e-02, eta: 1 day, 14:49:12, time: 1.155, data_time: 0.002, memory: 5822, loss_cls: 3.2772, loss: 3.2772, grad_norm: 2.8486 2020-10-24 05:59:20,274 - mmaction - INFO - Epoch [33][780/1712] lr: 1.000e-02, eta: 1 day, 14:48:43, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.2537, loss: 3.2537, grad_norm: 2.8607 2020-10-24 05:59:42,448 - mmaction - INFO - Epoch [33][800/1712] lr: 1.000e-02, eta: 1 day, 14:48:15, time: 1.112, data_time: 0.007, memory: 5822, loss_cls: 3.1943, loss: 3.1943, grad_norm: 2.8975 2020-10-24 06:00:04,868 - mmaction - INFO - Epoch [33][820/1712] lr: 1.000e-02, eta: 1 day, 14:47:47, time: 1.123, data_time: 0.003, memory: 5822, loss_cls: 3.2325, loss: 3.2325, grad_norm: 2.8379 2020-10-24 06:00:27,784 - mmaction - INFO - Epoch [33][840/1712] lr: 1.000e-02, eta: 1 day, 14:47:20, time: 1.146, data_time: 0.003, memory: 5822, loss_cls: 3.2160, loss: 3.2160, grad_norm: 2.9489 2020-10-24 06:00:50,395 - mmaction - INFO - Epoch [33][860/1712] lr: 1.000e-02, eta: 1 day, 14:46:53, time: 1.127, data_time: 0.004, memory: 5822, loss_cls: 3.2744, loss: 3.2744, grad_norm: 2.8786 2020-10-24 06:01:13,300 - mmaction - INFO - Epoch [33][880/1712] lr: 1.000e-02, eta: 1 day, 14:46:26, time: 1.137, data_time: 0.007, memory: 5822, loss_cls: 3.2342, loss: 3.2342, grad_norm: 2.9291 2020-10-24 06:01:35,186 - mmaction - INFO - Epoch [33][900/1712] lr: 1.000e-02, eta: 1 day, 14:45:57, time: 1.103, data_time: 0.015, memory: 5822, loss_cls: 3.2335, loss: 3.2335, grad_norm: 2.8639 2020-10-24 06:01:58,646 - mmaction - INFO - Epoch [33][920/1712] lr: 1.000e-02, eta: 1 day, 14:45:32, time: 1.175, data_time: 0.007, memory: 5822, loss_cls: 3.2406, loss: 3.2406, grad_norm: 2.8768 2020-10-24 06:02:21,429 - mmaction - INFO - Epoch [33][940/1712] lr: 1.000e-02, eta: 1 day, 14:45:05, time: 1.138, data_time: 0.002, memory: 5822, loss_cls: 3.1972, loss: 3.1972, grad_norm: 2.8521 2020-10-24 06:02:43,594 - mmaction - INFO - Epoch [33][960/1712] lr: 1.000e-02, eta: 1 day, 14:44:36, time: 1.110, data_time: 0.004, memory: 5822, loss_cls: 3.2385, loss: 3.2385, grad_norm: 2.9384 2020-10-24 06:03:05,770 - mmaction - INFO - Epoch [33][980/1712] lr: 1.000e-02, eta: 1 day, 14:44:08, time: 1.109, data_time: 0.003, memory: 5822, loss_cls: 3.2200, loss: 3.2200, grad_norm: 2.8909 2020-10-24 06:03:28,124 - mmaction - INFO - Epoch [33][1000/1712] lr: 1.000e-02, eta: 1 day, 14:43:40, time: 1.112, data_time: 0.000, memory: 5822, loss_cls: 3.2604, loss: 3.2604, grad_norm: 2.8880 2020-10-24 06:03:50,927 - mmaction - INFO - Epoch [33][1020/1712] lr: 1.000e-02, eta: 1 day, 14:43:13, time: 1.141, data_time: 0.008, memory: 5822, loss_cls: 3.2137, loss: 3.2137, grad_norm: 2.8660 2020-10-24 06:04:14,019 - mmaction - INFO - Epoch [33][1040/1712] lr: 1.000e-02, eta: 1 day, 14:42:47, time: 1.153, data_time: 0.006, memory: 5822, loss_cls: 3.2436, loss: 3.2436, grad_norm: 2.9833 2020-10-24 06:04:36,696 - mmaction - INFO - Epoch [33][1060/1712] lr: 1.000e-02, eta: 1 day, 14:42:19, time: 1.132, data_time: 0.011, memory: 5822, loss_cls: 3.3006, loss: 3.3006, grad_norm: 2.9300 2020-10-24 06:04:59,435 - mmaction - INFO - Epoch [33][1080/1712] lr: 1.000e-02, eta: 1 day, 14:41:53, time: 1.145, data_time: 0.012, memory: 5822, loss_cls: 3.2240, loss: 3.2240, grad_norm: 2.8932 2020-10-24 06:05:20,771 - mmaction - INFO - Epoch [33][1100/1712] lr: 1.000e-02, eta: 1 day, 14:41:22, time: 1.058, data_time: 0.002, memory: 5822, loss_cls: 3.1942, loss: 3.1942, grad_norm: 2.8606 2020-10-24 06:05:43,854 - mmaction - INFO - Epoch [33][1120/1712] lr: 1.000e-02, eta: 1 day, 14:40:56, time: 1.153, data_time: 0.011, memory: 5822, loss_cls: 3.2881, loss: 3.2881, grad_norm: 2.9224 2020-10-24 06:06:05,818 - mmaction - INFO - Epoch [33][1140/1712] lr: 1.000e-02, eta: 1 day, 14:40:27, time: 1.102, data_time: 0.013, memory: 5822, loss_cls: 3.2813, loss: 3.2813, grad_norm: 2.9311 2020-10-24 06:06:27,930 - mmaction - INFO - Epoch [33][1160/1712] lr: 1.000e-02, eta: 1 day, 14:39:59, time: 1.109, data_time: 0.008, memory: 5822, loss_cls: 3.2297, loss: 3.2297, grad_norm: 2.8855 2020-10-24 06:06:50,932 - mmaction - INFO - Epoch [33][1180/1712] lr: 1.000e-02, eta: 1 day, 14:39:33, time: 1.149, data_time: 0.005, memory: 5822, loss_cls: 3.2257, loss: 3.2257, grad_norm: 2.9308 2020-10-24 06:07:13,595 - mmaction - INFO - Epoch [33][1200/1712] lr: 1.000e-02, eta: 1 day, 14:39:05, time: 1.132, data_time: 0.005, memory: 5822, loss_cls: 3.2533, loss: 3.2533, grad_norm: 2.9312 2020-10-24 06:07:36,217 - mmaction - INFO - Epoch [33][1220/1712] lr: 1.000e-02, eta: 1 day, 14:38:38, time: 1.135, data_time: 0.006, memory: 5822, loss_cls: 3.2862, loss: 3.2862, grad_norm: 2.9142 2020-10-24 06:07:58,247 - mmaction - INFO - Epoch [33][1240/1712] lr: 1.000e-02, eta: 1 day, 14:38:10, time: 1.100, data_time: 0.002, memory: 5822, loss_cls: 3.2886, loss: 3.2886, grad_norm: 2.8540 2020-10-24 06:08:20,976 - mmaction - INFO - Epoch [33][1260/1712] lr: 1.000e-02, eta: 1 day, 14:37:42, time: 1.134, data_time: 0.002, memory: 5822, loss_cls: 3.2147, loss: 3.2147, grad_norm: 2.8881 2020-10-24 06:08:43,925 - mmaction - INFO - Epoch [33][1280/1712] lr: 1.000e-02, eta: 1 day, 14:37:16, time: 1.147, data_time: 0.006, memory: 5822, loss_cls: 3.2905, loss: 3.2905, grad_norm: 2.9952 2020-10-24 06:09:06,425 - mmaction - INFO - Epoch [33][1300/1712] lr: 1.000e-02, eta: 1 day, 14:36:48, time: 1.128, data_time: 0.008, memory: 5822, loss_cls: 3.2985, loss: 3.2985, grad_norm: 2.9671 2020-10-24 06:09:29,777 - mmaction - INFO - Epoch [33][1320/1712] lr: 1.000e-02, eta: 1 day, 14:36:23, time: 1.168, data_time: 0.002, memory: 5822, loss_cls: 3.2500, loss: 3.2500, grad_norm: 2.8612 2020-10-24 06:09:52,417 - mmaction - INFO - Epoch [33][1340/1712] lr: 1.000e-02, eta: 1 day, 14:35:55, time: 1.125, data_time: 0.003, memory: 5822, loss_cls: 3.1856, loss: 3.1856, grad_norm: 2.9171 2020-10-24 06:10:15,110 - mmaction - INFO - Epoch [33][1360/1712] lr: 1.000e-02, eta: 1 day, 14:35:28, time: 1.142, data_time: 0.009, memory: 5822, loss_cls: 3.2805, loss: 3.2805, grad_norm: 2.9505 2020-10-24 06:10:38,204 - mmaction - INFO - Epoch [33][1380/1712] lr: 1.000e-02, eta: 1 day, 14:35:02, time: 1.148, data_time: 0.001, memory: 5822, loss_cls: 3.2201, loss: 3.2201, grad_norm: 2.9357 2020-10-24 06:11:00,126 - mmaction - INFO - Epoch [33][1400/1712] lr: 1.000e-02, eta: 1 day, 14:34:33, time: 1.100, data_time: 0.011, memory: 5822, loss_cls: 3.2555, loss: 3.2555, grad_norm: 2.9089 2020-10-24 06:11:22,543 - mmaction - INFO - Epoch [33][1420/1712] lr: 1.000e-02, eta: 1 day, 14:34:05, time: 1.122, data_time: 0.008, memory: 5822, loss_cls: 3.2944, loss: 3.2944, grad_norm: 2.9681 2020-10-24 06:11:45,064 - mmaction - INFO - Epoch [33][1440/1712] lr: 1.000e-02, eta: 1 day, 14:33:38, time: 1.126, data_time: 0.004, memory: 5822, loss_cls: 3.2013, loss: 3.2013, grad_norm: 2.8818 2020-10-24 06:12:08,234 - mmaction - INFO - Epoch [33][1460/1712] lr: 1.000e-02, eta: 1 day, 14:33:12, time: 1.161, data_time: 0.004, memory: 5822, loss_cls: 3.2429, loss: 3.2429, grad_norm: 2.8652 2020-10-24 06:12:31,105 - mmaction - INFO - Epoch [33][1480/1712] lr: 1.000e-02, eta: 1 day, 14:32:45, time: 1.143, data_time: 0.003, memory: 5822, loss_cls: 3.2569, loss: 3.2569, grad_norm: 2.9127 2020-10-24 06:12:54,417 - mmaction - INFO - Epoch [33][1500/1712] lr: 1.000e-02, eta: 1 day, 14:32:19, time: 1.166, data_time: 0.004, memory: 5822, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.8557 2020-10-24 06:13:17,323 - mmaction - INFO - Epoch [33][1520/1712] lr: 1.000e-02, eta: 1 day, 14:31:52, time: 1.140, data_time: 0.004, memory: 5822, loss_cls: 3.2713, loss: 3.2713, grad_norm: 2.9577 2020-10-24 06:13:39,941 - mmaction - INFO - Epoch [33][1540/1712] lr: 1.000e-02, eta: 1 day, 14:31:25, time: 1.130, data_time: 0.008, memory: 5822, loss_cls: 3.3096, loss: 3.3096, grad_norm: 2.9869 2020-10-24 06:14:02,934 - mmaction - INFO - Epoch [33][1560/1712] lr: 1.000e-02, eta: 1 day, 14:30:59, time: 1.151, data_time: 0.008, memory: 5822, loss_cls: 3.2606, loss: 3.2606, grad_norm: 2.8895 2020-10-24 06:14:25,866 - mmaction - INFO - Epoch [33][1580/1712] lr: 1.000e-02, eta: 1 day, 14:30:32, time: 1.148, data_time: 0.007, memory: 5822, loss_cls: 3.2547, loss: 3.2547, grad_norm: 2.9008 2020-10-24 06:14:49,385 - mmaction - INFO - Epoch [33][1600/1712] lr: 1.000e-02, eta: 1 day, 14:30:07, time: 1.179, data_time: 0.006, memory: 5822, loss_cls: 3.3224, loss: 3.3224, grad_norm: 2.9338 2020-10-24 06:15:11,501 - mmaction - INFO - Epoch [33][1620/1712] lr: 1.000e-02, eta: 1 day, 14:29:39, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 3.2866, loss: 3.2866, grad_norm: 2.9370 2020-10-24 06:15:34,648 - mmaction - INFO - Epoch [33][1640/1712] lr: 1.000e-02, eta: 1 day, 14:29:12, time: 1.154, data_time: 0.005, memory: 5822, loss_cls: 3.2923, loss: 3.2923, grad_norm: 2.9189 2020-10-24 06:15:56,576 - mmaction - INFO - Epoch [33][1660/1712] lr: 1.000e-02, eta: 1 day, 14:28:44, time: 1.098, data_time: 0.009, memory: 5822, loss_cls: 3.2846, loss: 3.2846, grad_norm: 2.8905 2020-10-24 06:16:19,469 - mmaction - INFO - Epoch [33][1680/1712] lr: 1.000e-02, eta: 1 day, 14:28:17, time: 1.145, data_time: 0.006, memory: 5822, loss_cls: 3.2012, loss: 3.2012, grad_norm: 2.8464 2020-10-24 06:16:41,533 - mmaction - INFO - Epoch [33][1700/1712] lr: 1.000e-02, eta: 1 day, 14:27:49, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 3.2965, loss: 3.2965, grad_norm: 2.9365 2020-10-24 06:17:31,322 - mmaction - INFO - Epoch [34][20/1712] lr: 1.000e-02, eta: 1 day, 14:27:06, time: 1.831, data_time: 1.149, memory: 5822, loss_cls: 3.2635, loss: 3.2635, grad_norm: 2.9606 2020-10-24 06:17:55,683 - mmaction - INFO - Epoch [34][40/1712] lr: 1.000e-02, eta: 1 day, 14:26:42, time: 1.217, data_time: 0.151, memory: 5822, loss_cls: 3.1809, loss: 3.1809, grad_norm: 2.8536 2020-10-24 06:18:18,430 - mmaction - INFO - Epoch [34][60/1712] lr: 1.000e-02, eta: 1 day, 14:26:15, time: 1.137, data_time: 0.009, memory: 5822, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.8566 2020-10-24 06:18:40,414 - mmaction - INFO - Epoch [34][80/1712] lr: 1.000e-02, eta: 1 day, 14:25:46, time: 1.089, data_time: 0.008, memory: 5822, loss_cls: 3.2773, loss: 3.2773, grad_norm: 2.9345 2020-10-24 06:19:02,747 - mmaction - INFO - Epoch [34][100/1712] lr: 1.000e-02, eta: 1 day, 14:25:19, time: 1.127, data_time: 0.014, memory: 5822, loss_cls: 3.2800, loss: 3.2800, grad_norm: 2.9227 2020-10-24 06:19:25,604 - mmaction - INFO - Epoch [34][120/1712] lr: 1.000e-02, eta: 1 day, 14:24:52, time: 1.143, data_time: 0.004, memory: 5822, loss_cls: 3.2521, loss: 3.2521, grad_norm: 2.9495 2020-10-24 06:19:46,913 - mmaction - INFO - Epoch [34][140/1712] lr: 1.000e-02, eta: 1 day, 14:24:22, time: 1.063, data_time: 0.005, memory: 5822, loss_cls: 3.2519, loss: 3.2519, grad_norm: 2.9097 2020-10-24 06:20:08,982 - mmaction - INFO - Epoch [34][160/1712] lr: 1.000e-02, eta: 1 day, 14:23:54, time: 1.105, data_time: 0.009, memory: 5822, loss_cls: 3.1985, loss: 3.1985, grad_norm: 2.9240 2020-10-24 06:20:31,409 - mmaction - INFO - Epoch [34][180/1712] lr: 1.000e-02, eta: 1 day, 14:23:26, time: 1.117, data_time: 0.005, memory: 5822, loss_cls: 3.2396, loss: 3.2396, grad_norm: 2.9373 2020-10-24 06:20:53,075 - mmaction - INFO - Epoch [34][200/1712] lr: 1.000e-02, eta: 1 day, 14:22:57, time: 1.084, data_time: 0.009, memory: 5822, loss_cls: 3.2482, loss: 3.2482, grad_norm: 2.9296 2020-10-24 06:21:14,876 - mmaction - INFO - Epoch [34][220/1712] lr: 1.000e-02, eta: 1 day, 14:22:28, time: 1.084, data_time: 0.007, memory: 5822, loss_cls: 3.1660, loss: 3.1660, grad_norm: 2.8339 2020-10-24 06:21:38,007 - mmaction - INFO - Epoch [34][240/1712] lr: 1.000e-02, eta: 1 day, 14:22:02, time: 1.164, data_time: 0.014, memory: 5822, loss_cls: 3.2243, loss: 3.2243, grad_norm: 2.9169 2020-10-24 06:22:00,635 - mmaction - INFO - Epoch [34][260/1712] lr: 1.000e-02, eta: 1 day, 14:21:35, time: 1.134, data_time: 0.006, memory: 5822, loss_cls: 3.2626, loss: 3.2626, grad_norm: 2.8912 2020-10-24 06:22:23,063 - mmaction - INFO - Epoch [34][280/1712] lr: 1.000e-02, eta: 1 day, 14:21:08, time: 1.117, data_time: 0.005, memory: 5822, loss_cls: 3.2131, loss: 3.2131, grad_norm: 2.8373 2020-10-24 06:22:45,622 - mmaction - INFO - Epoch [34][300/1712] lr: 1.000e-02, eta: 1 day, 14:20:40, time: 1.134, data_time: 0.007, memory: 5822, loss_cls: 3.1945, loss: 3.1945, grad_norm: 2.8058 2020-10-24 06:23:08,352 - mmaction - INFO - Epoch [34][320/1712] lr: 1.000e-02, eta: 1 day, 14:20:14, time: 1.136, data_time: 0.002, memory: 5822, loss_cls: 3.2065, loss: 3.2065, grad_norm: 2.8397 2020-10-24 06:23:31,057 - mmaction - INFO - Epoch [34][340/1712] lr: 1.000e-02, eta: 1 day, 14:19:46, time: 1.135, data_time: 0.002, memory: 5822, loss_cls: 3.1995, loss: 3.1995, grad_norm: 2.9057 2020-10-24 06:23:53,450 - mmaction - INFO - Epoch [34][360/1712] lr: 1.000e-02, eta: 1 day, 14:19:19, time: 1.118, data_time: 0.005, memory: 5822, loss_cls: 3.2961, loss: 3.2961, grad_norm: 2.9238 2020-10-24 06:24:15,992 - mmaction - INFO - Epoch [34][380/1712] lr: 1.000e-02, eta: 1 day, 14:18:51, time: 1.125, data_time: 0.003, memory: 5822, loss_cls: 3.2019, loss: 3.2019, grad_norm: 2.8776 2020-10-24 06:24:38,613 - mmaction - INFO - Epoch [34][400/1712] lr: 1.000e-02, eta: 1 day, 14:18:24, time: 1.134, data_time: 0.008, memory: 5822, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.8982 2020-10-24 06:25:00,643 - mmaction - INFO - Epoch [34][420/1712] lr: 1.000e-02, eta: 1 day, 14:17:56, time: 1.099, data_time: 0.005, memory: 5822, loss_cls: 3.1967, loss: 3.1967, grad_norm: 2.8713 2020-10-24 06:25:23,410 - mmaction - INFO - Epoch [34][440/1712] lr: 1.000e-02, eta: 1 day, 14:17:29, time: 1.129, data_time: 0.005, memory: 5822, loss_cls: 3.2386, loss: 3.2386, grad_norm: 2.9183 2020-10-24 06:25:46,727 - mmaction - INFO - Epoch [34][460/1712] lr: 1.000e-02, eta: 1 day, 14:17:03, time: 1.178, data_time: 0.015, memory: 5822, loss_cls: 3.2112, loss: 3.2112, grad_norm: 2.8702 2020-10-24 06:26:09,458 - mmaction - INFO - Epoch [34][480/1712] lr: 1.000e-02, eta: 1 day, 14:16:36, time: 1.128, data_time: 0.003, memory: 5822, loss_cls: 3.2960, loss: 3.2960, grad_norm: 2.8998 2020-10-24 06:26:32,144 - mmaction - INFO - Epoch [34][500/1712] lr: 1.000e-02, eta: 1 day, 14:16:09, time: 1.136, data_time: 0.011, memory: 5822, loss_cls: 3.2436, loss: 3.2436, grad_norm: 2.8037 2020-10-24 06:26:53,870 - mmaction - INFO - Epoch [34][520/1712] lr: 1.000e-02, eta: 1 day, 14:15:41, time: 1.093, data_time: 0.008, memory: 5822, loss_cls: 3.2046, loss: 3.2046, grad_norm: 2.8894 2020-10-24 06:27:15,689 - mmaction - INFO - Epoch [34][540/1712] lr: 1.000e-02, eta: 1 day, 14:15:12, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.2252, loss: 3.2252, grad_norm: 2.8788 2020-10-24 06:27:38,153 - mmaction - INFO - Epoch [34][560/1712] lr: 1.000e-02, eta: 1 day, 14:14:44, time: 1.122, data_time: 0.002, memory: 5822, loss_cls: 3.2188, loss: 3.2188, grad_norm: 2.9129 2020-10-24 06:27:59,905 - mmaction - INFO - Epoch [34][580/1712] lr: 1.000e-02, eta: 1 day, 14:14:15, time: 1.087, data_time: 0.005, memory: 5822, loss_cls: 3.2311, loss: 3.2311, grad_norm: 2.9088 2020-10-24 06:28:21,897 - mmaction - INFO - Epoch [34][600/1712] lr: 1.000e-02, eta: 1 day, 14:13:47, time: 1.102, data_time: 0.005, memory: 5822, loss_cls: 3.1588, loss: 3.1588, grad_norm: 2.8237 2020-10-24 06:28:43,529 - mmaction - INFO - Epoch [34][620/1712] lr: 1.000e-02, eta: 1 day, 14:13:18, time: 1.075, data_time: 0.002, memory: 5822, loss_cls: 3.2457, loss: 3.2457, grad_norm: 2.8945 2020-10-24 06:29:05,952 - mmaction - INFO - Epoch [34][640/1712] lr: 1.000e-02, eta: 1 day, 14:12:50, time: 1.124, data_time: 0.007, memory: 5822, loss_cls: 3.2288, loss: 3.2288, grad_norm: 2.8867 2020-10-24 06:29:28,164 - mmaction - INFO - Epoch [34][660/1712] lr: 1.000e-02, eta: 1 day, 14:12:22, time: 1.109, data_time: 0.013, memory: 5822, loss_cls: 3.2426, loss: 3.2426, grad_norm: 2.9417 2020-10-24 06:29:50,128 - mmaction - INFO - Epoch [34][680/1712] lr: 1.000e-02, eta: 1 day, 14:11:54, time: 1.101, data_time: 0.012, memory: 5822, loss_cls: 3.2367, loss: 3.2367, grad_norm: 2.9155 2020-10-24 06:30:11,795 - mmaction - INFO - Epoch [34][700/1712] lr: 1.000e-02, eta: 1 day, 14:11:25, time: 1.086, data_time: 0.007, memory: 5822, loss_cls: 3.2552, loss: 3.2552, grad_norm: 2.9422 2020-10-24 06:30:34,129 - mmaction - INFO - Epoch [34][720/1712] lr: 1.000e-02, eta: 1 day, 14:10:57, time: 1.117, data_time: 0.003, memory: 5822, loss_cls: 3.3128, loss: 3.3128, grad_norm: 2.9444 2020-10-24 06:30:56,280 - mmaction - INFO - Epoch [34][740/1712] lr: 1.000e-02, eta: 1 day, 14:10:29, time: 1.108, data_time: 0.002, memory: 5822, loss_cls: 3.2275, loss: 3.2275, grad_norm: 2.8364 2020-10-24 06:31:18,854 - mmaction - INFO - Epoch [34][760/1712] lr: 1.000e-02, eta: 1 day, 14:10:02, time: 1.125, data_time: 0.005, memory: 5822, loss_cls: 3.2649, loss: 3.2649, grad_norm: 2.9594 2020-10-24 06:31:41,529 - mmaction - INFO - Epoch [34][780/1712] lr: 1.000e-02, eta: 1 day, 14:09:35, time: 1.128, data_time: 0.007, memory: 5822, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.9866 2020-10-24 06:32:03,434 - mmaction - INFO - Epoch [34][800/1712] lr: 1.000e-02, eta: 1 day, 14:09:07, time: 1.100, data_time: 0.012, memory: 5822, loss_cls: 3.2671, loss: 3.2671, grad_norm: 2.9609 2020-10-24 06:32:26,065 - mmaction - INFO - Epoch [34][820/1712] lr: 1.000e-02, eta: 1 day, 14:08:40, time: 1.135, data_time: 0.006, memory: 5822, loss_cls: 3.2800, loss: 3.2800, grad_norm: 2.9198 2020-10-24 06:32:48,705 - mmaction - INFO - Epoch [34][840/1712] lr: 1.000e-02, eta: 1 day, 14:08:13, time: 1.132, data_time: 0.001, memory: 5822, loss_cls: 3.2490, loss: 3.2490, grad_norm: 2.9037 2020-10-24 06:33:10,631 - mmaction - INFO - Epoch [34][860/1712] lr: 1.000e-02, eta: 1 day, 14:07:44, time: 1.096, data_time: 0.006, memory: 5822, loss_cls: 3.2228, loss: 3.2228, grad_norm: 2.9014 2020-10-24 06:33:33,011 - mmaction - INFO - Epoch [34][880/1712] lr: 1.000e-02, eta: 1 day, 14:07:16, time: 1.111, data_time: 0.005, memory: 5822, loss_cls: 3.2735, loss: 3.2735, grad_norm: 2.8752 2020-10-24 06:33:55,242 - mmaction - INFO - Epoch [34][900/1712] lr: 1.000e-02, eta: 1 day, 14:06:49, time: 1.116, data_time: 0.010, memory: 5822, loss_cls: 3.2473, loss: 3.2473, grad_norm: 2.9266 2020-10-24 06:34:17,484 - mmaction - INFO - Epoch [34][920/1712] lr: 1.000e-02, eta: 1 day, 14:06:21, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 3.2309, loss: 3.2309, grad_norm: 2.8537 2020-10-24 06:34:40,589 - mmaction - INFO - Epoch [34][940/1712] lr: 1.000e-02, eta: 1 day, 14:05:55, time: 1.162, data_time: 0.012, memory: 5822, loss_cls: 3.2542, loss: 3.2542, grad_norm: 3.0572 2020-10-24 06:35:01,902 - mmaction - INFO - Epoch [34][960/1712] lr: 1.000e-02, eta: 1 day, 14:05:25, time: 1.065, data_time: 0.007, memory: 5822, loss_cls: 3.2704, loss: 3.2704, grad_norm: 2.9511 2020-10-24 06:35:23,950 - mmaction - INFO - Epoch [34][980/1712] lr: 1.000e-02, eta: 1 day, 14:04:57, time: 1.102, data_time: 0.004, memory: 5822, loss_cls: 3.2564, loss: 3.2564, grad_norm: 2.9273 2020-10-24 06:35:46,137 - mmaction - INFO - Epoch [34][1000/1712] lr: 1.000e-02, eta: 1 day, 14:04:29, time: 1.111, data_time: 0.005, memory: 5822, loss_cls: 3.2891, loss: 3.2891, grad_norm: 2.9134 2020-10-24 06:36:09,037 - mmaction - INFO - Epoch [34][1020/1712] lr: 1.000e-02, eta: 1 day, 14:04:02, time: 1.141, data_time: 0.005, memory: 5822, loss_cls: 3.2087, loss: 3.2087, grad_norm: 2.8920 2020-10-24 06:36:30,798 - mmaction - INFO - Epoch [34][1040/1712] lr: 1.000e-02, eta: 1 day, 14:03:34, time: 1.092, data_time: 0.007, memory: 5822, loss_cls: 3.2745, loss: 3.2745, grad_norm: 2.8837 2020-10-24 06:36:53,037 - mmaction - INFO - Epoch [34][1060/1712] lr: 1.000e-02, eta: 1 day, 14:03:06, time: 1.114, data_time: 0.004, memory: 5822, loss_cls: 3.2529, loss: 3.2529, grad_norm: 2.9843 2020-10-24 06:37:15,078 - mmaction - INFO - Epoch [34][1080/1712] lr: 1.000e-02, eta: 1 day, 14:02:38, time: 1.097, data_time: 0.004, memory: 5822, loss_cls: 3.2582, loss: 3.2582, grad_norm: 2.9496 2020-10-24 06:37:37,293 - mmaction - INFO - Epoch [34][1100/1712] lr: 1.000e-02, eta: 1 day, 14:02:10, time: 1.112, data_time: 0.008, memory: 5822, loss_cls: 3.2845, loss: 3.2845, grad_norm: 2.9180 2020-10-24 06:37:59,313 - mmaction - INFO - Epoch [34][1120/1712] lr: 1.000e-02, eta: 1 day, 14:01:42, time: 1.100, data_time: 0.005, memory: 5822, loss_cls: 3.2324, loss: 3.2324, grad_norm: 2.9659 2020-10-24 06:38:22,055 - mmaction - INFO - Epoch [34][1140/1712] lr: 1.000e-02, eta: 1 day, 14:01:15, time: 1.141, data_time: 0.010, memory: 5822, loss_cls: 3.2711, loss: 3.2711, grad_norm: 2.8866 2020-10-24 06:38:44,127 - mmaction - INFO - Epoch [34][1160/1712] lr: 1.000e-02, eta: 1 day, 14:00:47, time: 1.097, data_time: 0.002, memory: 5822, loss_cls: 3.2153, loss: 3.2153, grad_norm: 2.8797 2020-10-24 06:39:06,290 - mmaction - INFO - Epoch [34][1180/1712] lr: 1.000e-02, eta: 1 day, 14:00:19, time: 1.109, data_time: 0.008, memory: 5822, loss_cls: 3.2662, loss: 3.2662, grad_norm: 2.9321 2020-10-24 06:39:28,510 - mmaction - INFO - Epoch [34][1200/1712] lr: 1.000e-02, eta: 1 day, 13:59:51, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 3.2469, loss: 3.2469, grad_norm: 2.9701 2020-10-24 06:39:50,697 - mmaction - INFO - Epoch [34][1220/1712] lr: 1.000e-02, eta: 1 day, 13:59:23, time: 1.109, data_time: 0.002, memory: 5822, loss_cls: 3.2865, loss: 3.2865, grad_norm: 2.8722 2020-10-24 06:40:13,042 - mmaction - INFO - Epoch [34][1240/1712] lr: 1.000e-02, eta: 1 day, 13:58:55, time: 1.114, data_time: 0.006, memory: 5822, loss_cls: 3.2212, loss: 3.2212, grad_norm: 2.8484 2020-10-24 06:40:34,753 - mmaction - INFO - Epoch [34][1260/1712] lr: 1.000e-02, eta: 1 day, 13:58:27, time: 1.086, data_time: 0.007, memory: 5822, loss_cls: 3.1955, loss: 3.1955, grad_norm: 2.8323 2020-10-24 06:40:57,491 - mmaction - INFO - Epoch [34][1280/1712] lr: 1.000e-02, eta: 1 day, 13:58:00, time: 1.137, data_time: 0.007, memory: 5822, loss_cls: 3.2927, loss: 3.2927, grad_norm: 2.9369 2020-10-24 06:41:19,435 - mmaction - INFO - Epoch [34][1300/1712] lr: 1.000e-02, eta: 1 day, 13:57:32, time: 1.101, data_time: 0.006, memory: 5822, loss_cls: 3.2548, loss: 3.2548, grad_norm: 2.8593 2020-10-24 06:41:41,550 - mmaction - INFO - Epoch [34][1320/1712] lr: 1.000e-02, eta: 1 day, 13:57:04, time: 1.105, data_time: 0.006, memory: 5822, loss_cls: 3.2209, loss: 3.2209, grad_norm: 2.8965 2020-10-24 06:42:04,044 - mmaction - INFO - Epoch [34][1340/1712] lr: 1.000e-02, eta: 1 day, 13:56:37, time: 1.125, data_time: 0.002, memory: 5822, loss_cls: 3.2995, loss: 3.2995, grad_norm: 2.9467 2020-10-24 06:42:26,417 - mmaction - INFO - Epoch [34][1360/1712] lr: 1.000e-02, eta: 1 day, 13:56:09, time: 1.116, data_time: 0.006, memory: 5822, loss_cls: 3.2839, loss: 3.2839, grad_norm: 2.9505 2020-10-24 06:42:48,543 - mmaction - INFO - Epoch [34][1380/1712] lr: 1.000e-02, eta: 1 day, 13:55:41, time: 1.107, data_time: 0.004, memory: 5822, loss_cls: 3.2364, loss: 3.2364, grad_norm: 2.9434 2020-10-24 06:43:10,701 - mmaction - INFO - Epoch [34][1400/1712] lr: 1.000e-02, eta: 1 day, 13:55:13, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 3.2047, loss: 3.2047, grad_norm: 2.8967 2020-10-24 06:43:32,762 - mmaction - INFO - Epoch [34][1420/1712] lr: 1.000e-02, eta: 1 day, 13:54:45, time: 1.105, data_time: 0.010, memory: 5822, loss_cls: 3.1778, loss: 3.1778, grad_norm: 2.8743 2020-10-24 06:43:54,383 - mmaction - INFO - Epoch [34][1440/1712] lr: 1.000e-02, eta: 1 day, 13:54:16, time: 1.087, data_time: 0.008, memory: 5822, loss_cls: 3.1934, loss: 3.1934, grad_norm: 2.7949 2020-10-24 06:44:16,949 - mmaction - INFO - Epoch [34][1460/1712] lr: 1.000e-02, eta: 1 day, 13:53:49, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 3.2149, loss: 3.2149, grad_norm: 2.8482 2020-10-24 06:44:39,415 - mmaction - INFO - Epoch [34][1480/1712] lr: 1.000e-02, eta: 1 day, 13:53:21, time: 1.126, data_time: 0.015, memory: 5822, loss_cls: 3.2467, loss: 3.2467, grad_norm: 2.8677 2020-10-24 06:45:01,027 - mmaction - INFO - Epoch [34][1500/1712] lr: 1.000e-02, eta: 1 day, 13:52:53, time: 1.089, data_time: 0.010, memory: 5822, loss_cls: 3.2203, loss: 3.2203, grad_norm: 2.9059 2020-10-24 06:45:23,584 - mmaction - INFO - Epoch [34][1520/1712] lr: 1.000e-02, eta: 1 day, 13:52:26, time: 1.127, data_time: 0.002, memory: 5822, loss_cls: 3.2602, loss: 3.2602, grad_norm: 3.0345 2020-10-24 06:45:45,474 - mmaction - INFO - Epoch [34][1540/1712] lr: 1.000e-02, eta: 1 day, 13:51:57, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 3.2260, loss: 3.2260, grad_norm: 2.8888 2020-10-24 06:46:07,115 - mmaction - INFO - Epoch [34][1560/1712] lr: 1.000e-02, eta: 1 day, 13:51:29, time: 1.082, data_time: 0.002, memory: 5822, loss_cls: 3.2191, loss: 3.2191, grad_norm: 2.8557 2020-10-24 06:46:29,985 - mmaction - INFO - Epoch [34][1580/1712] lr: 1.000e-02, eta: 1 day, 13:51:01, time: 1.127, data_time: 0.003, memory: 5822, loss_cls: 3.2213, loss: 3.2213, grad_norm: 2.8991 2020-10-24 06:46:51,540 - mmaction - INFO - Epoch [34][1600/1712] lr: 1.000e-02, eta: 1 day, 13:50:33, time: 1.092, data_time: 0.026, memory: 5822, loss_cls: 3.2429, loss: 3.2429, grad_norm: 2.9255 2020-10-24 06:47:13,653 - mmaction - INFO - Epoch [34][1620/1712] lr: 1.000e-02, eta: 1 day, 13:50:05, time: 1.106, data_time: 0.003, memory: 5822, loss_cls: 3.2529, loss: 3.2529, grad_norm: 2.8811 2020-10-24 06:47:35,999 - mmaction - INFO - Epoch [34][1640/1712] lr: 1.000e-02, eta: 1 day, 13:49:38, time: 1.117, data_time: 0.004, memory: 5822, loss_cls: 3.2624, loss: 3.2624, grad_norm: 2.9533 2020-10-24 06:47:57,801 - mmaction - INFO - Epoch [34][1660/1712] lr: 1.000e-02, eta: 1 day, 13:49:09, time: 1.090, data_time: 0.006, memory: 5822, loss_cls: 3.2713, loss: 3.2713, grad_norm: 2.9203 2020-10-24 06:48:20,234 - mmaction - INFO - Epoch [34][1680/1712] lr: 1.000e-02, eta: 1 day, 13:48:42, time: 1.119, data_time: 0.010, memory: 5822, loss_cls: 3.2573, loss: 3.2573, grad_norm: 2.9310 2020-10-24 06:48:42,929 - mmaction - INFO - Epoch [34][1700/1712] lr: 1.000e-02, eta: 1 day, 13:48:15, time: 1.135, data_time: 0.007, memory: 5822, loss_cls: 3.2796, loss: 3.2796, grad_norm: 2.9373 2020-10-24 06:49:34,477 - mmaction - INFO - Epoch [35][20/1712] lr: 1.000e-02, eta: 1 day, 13:47:35, time: 1.892, data_time: 0.871, memory: 5822, loss_cls: 3.3081, loss: 3.3081, grad_norm: 2.9255 2020-10-24 06:49:57,579 - mmaction - INFO - Epoch [35][40/1712] lr: 1.000e-02, eta: 1 day, 13:47:09, time: 1.154, data_time: 0.020, memory: 5822, loss_cls: 3.2258, loss: 3.2258, grad_norm: 2.8972 2020-10-24 06:50:21,177 - mmaction - INFO - Epoch [35][60/1712] lr: 1.000e-02, eta: 1 day, 13:46:44, time: 1.187, data_time: 0.054, memory: 5822, loss_cls: 3.2283, loss: 3.2283, grad_norm: 2.8587 2020-10-24 06:50:44,912 - mmaction - INFO - Epoch [35][80/1712] lr: 1.000e-02, eta: 1 day, 13:46:19, time: 1.182, data_time: 0.085, memory: 5822, loss_cls: 3.2375, loss: 3.2375, grad_norm: 2.8776 2020-10-24 06:51:08,546 - mmaction - INFO - Epoch [35][100/1712] lr: 1.000e-02, eta: 1 day, 13:45:54, time: 1.186, data_time: 0.400, memory: 5822, loss_cls: 3.2273, loss: 3.2273, grad_norm: 2.8876 2020-10-24 06:51:30,999 - mmaction - INFO - Epoch [35][120/1712] lr: 1.000e-02, eta: 1 day, 13:45:27, time: 1.122, data_time: 0.465, memory: 5822, loss_cls: 3.2413, loss: 3.2413, grad_norm: 2.8615 2020-10-24 06:51:52,787 - mmaction - INFO - Epoch [35][140/1712] lr: 1.000e-02, eta: 1 day, 13:44:59, time: 1.091, data_time: 0.315, memory: 5822, loss_cls: 3.2329, loss: 3.2329, grad_norm: 2.8822 2020-10-24 06:52:14,940 - mmaction - INFO - Epoch [35][160/1712] lr: 1.000e-02, eta: 1 day, 13:44:31, time: 1.103, data_time: 0.355, memory: 5822, loss_cls: 3.2156, loss: 3.2156, grad_norm: 2.8993 2020-10-24 06:52:36,976 - mmaction - INFO - Epoch [35][180/1712] lr: 1.000e-02, eta: 1 day, 13:44:03, time: 1.100, data_time: 0.490, memory: 5822, loss_cls: 3.2406, loss: 3.2406, grad_norm: 2.9293 2020-10-24 06:52:58,751 - mmaction - INFO - Epoch [35][200/1712] lr: 1.000e-02, eta: 1 day, 13:43:34, time: 1.095, data_time: 0.484, memory: 5822, loss_cls: 3.2738, loss: 3.2738, grad_norm: 2.8806 2020-10-24 06:53:20,173 - mmaction - INFO - Epoch [35][220/1712] lr: 1.000e-02, eta: 1 day, 13:43:05, time: 1.070, data_time: 0.459, memory: 5822, loss_cls: 3.2492, loss: 3.2492, grad_norm: 2.9379 2020-10-24 06:53:41,891 - mmaction - INFO - Epoch [35][240/1712] lr: 1.000e-02, eta: 1 day, 13:42:36, time: 1.087, data_time: 0.467, memory: 5822, loss_cls: 3.2000, loss: 3.2000, grad_norm: 2.9370 2020-10-24 06:54:04,209 - mmaction - INFO - Epoch [35][260/1712] lr: 1.000e-02, eta: 1 day, 13:42:09, time: 1.110, data_time: 0.498, memory: 5822, loss_cls: 3.2804, loss: 3.2804, grad_norm: 2.9664 2020-10-24 06:54:25,832 - mmaction - INFO - Epoch [35][280/1712] lr: 1.000e-02, eta: 1 day, 13:41:40, time: 1.087, data_time: 0.482, memory: 5822, loss_cls: 3.2056, loss: 3.2056, grad_norm: 2.9486 2020-10-24 06:54:47,736 - mmaction - INFO - Epoch [35][300/1712] lr: 1.000e-02, eta: 1 day, 13:41:12, time: 1.095, data_time: 0.502, memory: 5822, loss_cls: 3.2465, loss: 3.2465, grad_norm: 2.8788 2020-10-24 06:55:09,549 - mmaction - INFO - Epoch [35][320/1712] lr: 1.000e-02, eta: 1 day, 13:40:43, time: 1.085, data_time: 0.495, memory: 5822, loss_cls: 3.1802, loss: 3.1802, grad_norm: 2.9698 2020-10-24 06:55:31,835 - mmaction - INFO - Epoch [35][340/1712] lr: 1.000e-02, eta: 1 day, 13:40:16, time: 1.113, data_time: 0.485, memory: 5822, loss_cls: 3.2342, loss: 3.2342, grad_norm: 2.9233 2020-10-24 06:55:52,513 - mmaction - INFO - Epoch [35][360/1712] lr: 1.000e-02, eta: 1 day, 13:39:45, time: 1.035, data_time: 0.447, memory: 5822, loss_cls: 3.2494, loss: 3.2494, grad_norm: 2.9401 2020-10-24 06:56:14,157 - mmaction - INFO - Epoch [35][380/1712] lr: 1.000e-02, eta: 1 day, 13:39:16, time: 1.084, data_time: 0.448, memory: 5822, loss_cls: 3.2872, loss: 3.2872, grad_norm: 3.0151 2020-10-24 06:56:35,326 - mmaction - INFO - Epoch [35][400/1712] lr: 1.000e-02, eta: 1 day, 13:38:47, time: 1.062, data_time: 0.443, memory: 5822, loss_cls: 3.2105, loss: 3.2105, grad_norm: 2.9176 2020-10-24 06:56:56,445 - mmaction - INFO - Epoch [35][420/1712] lr: 1.000e-02, eta: 1 day, 13:38:17, time: 1.056, data_time: 0.445, memory: 5822, loss_cls: 3.2370, loss: 3.2370, grad_norm: 2.8894 2020-10-24 06:57:16,937 - mmaction - INFO - Epoch [35][440/1712] lr: 1.000e-02, eta: 1 day, 13:37:46, time: 1.024, data_time: 0.401, memory: 5822, loss_cls: 3.2402, loss: 3.2402, grad_norm: 2.9239 2020-10-24 06:57:38,498 - mmaction - INFO - Epoch [35][460/1712] lr: 1.000e-02, eta: 1 day, 13:37:17, time: 1.079, data_time: 0.481, memory: 5822, loss_cls: 3.2293, loss: 3.2293, grad_norm: 2.9313 2020-10-24 06:57:59,661 - mmaction - INFO - Epoch [35][480/1712] lr: 1.000e-02, eta: 1 day, 13:36:48, time: 1.057, data_time: 0.442, memory: 5822, loss_cls: 3.2625, loss: 3.2625, grad_norm: 3.0323 2020-10-24 06:58:20,939 - mmaction - INFO - Epoch [35][500/1712] lr: 1.000e-02, eta: 1 day, 13:36:18, time: 1.062, data_time: 0.318, memory: 5822, loss_cls: 3.2563, loss: 3.2563, grad_norm: 2.8927 2020-10-24 06:58:43,776 - mmaction - INFO - Epoch [35][520/1712] lr: 1.000e-02, eta: 1 day, 13:35:52, time: 1.145, data_time: 0.355, memory: 5822, loss_cls: 3.2347, loss: 3.2347, grad_norm: 2.9485 2020-10-24 06:59:04,938 - mmaction - INFO - Epoch [35][540/1712] lr: 1.000e-02, eta: 1 day, 13:35:22, time: 1.055, data_time: 0.416, memory: 5822, loss_cls: 3.2229, loss: 3.2229, grad_norm: 2.8479 2020-10-24 06:59:26,488 - mmaction - INFO - Epoch [35][560/1712] lr: 1.000e-02, eta: 1 day, 13:34:53, time: 1.080, data_time: 0.303, memory: 5822, loss_cls: 3.2216, loss: 3.2216, grad_norm: 2.8761 2020-10-24 06:59:49,077 - mmaction - INFO - Epoch [35][580/1712] lr: 1.000e-02, eta: 1 day, 13:34:26, time: 1.126, data_time: 0.064, memory: 5822, loss_cls: 3.2053, loss: 3.2053, grad_norm: 2.9522 2020-10-24 07:00:11,920 - mmaction - INFO - Epoch [35][600/1712] lr: 1.000e-02, eta: 1 day, 13:34:00, time: 1.139, data_time: 0.083, memory: 5822, loss_cls: 3.2329, loss: 3.2329, grad_norm: 2.8734 2020-10-24 07:00:33,588 - mmaction - INFO - Epoch [35][620/1712] lr: 1.000e-02, eta: 1 day, 13:33:31, time: 1.086, data_time: 0.011, memory: 5822, loss_cls: 3.1748, loss: 3.1748, grad_norm: 2.8328 2020-10-24 07:00:54,707 - mmaction - INFO - Epoch [35][640/1712] lr: 1.000e-02, eta: 1 day, 13:33:01, time: 1.051, data_time: 0.005, memory: 5822, loss_cls: 3.2281, loss: 3.2281, grad_norm: 2.8872 2020-10-24 07:01:16,658 - mmaction - INFO - Epoch [35][660/1712] lr: 1.000e-02, eta: 1 day, 13:32:33, time: 1.105, data_time: 0.011, memory: 5822, loss_cls: 3.1718, loss: 3.1718, grad_norm: 2.9035 2020-10-24 07:01:38,326 - mmaction - INFO - Epoch [35][680/1712] lr: 1.000e-02, eta: 1 day, 13:32:05, time: 1.081, data_time: 0.003, memory: 5822, loss_cls: 3.2239, loss: 3.2239, grad_norm: 2.9197 2020-10-24 07:02:00,432 - mmaction - INFO - Epoch [35][700/1712] lr: 1.000e-02, eta: 1 day, 13:31:37, time: 1.103, data_time: 0.008, memory: 5822, loss_cls: 3.1890, loss: 3.1890, grad_norm: 2.8780 2020-10-24 07:02:21,517 - mmaction - INFO - Epoch [35][720/1712] lr: 1.000e-02, eta: 1 day, 13:31:07, time: 1.059, data_time: 0.009, memory: 5822, loss_cls: 3.2151, loss: 3.2151, grad_norm: 2.9460 2020-10-24 07:02:42,766 - mmaction - INFO - Epoch [35][740/1712] lr: 1.000e-02, eta: 1 day, 13:30:38, time: 1.060, data_time: 0.002, memory: 5822, loss_cls: 3.2481, loss: 3.2481, grad_norm: 2.9180 2020-10-24 07:03:04,433 - mmaction - INFO - Epoch [35][760/1712] lr: 1.000e-02, eta: 1 day, 13:30:09, time: 1.085, data_time: 0.004, memory: 5822, loss_cls: 3.2243, loss: 3.2243, grad_norm: 2.9139 2020-10-24 07:03:26,509 - mmaction - INFO - Epoch [35][780/1712] lr: 1.000e-02, eta: 1 day, 13:29:41, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 3.2304, loss: 3.2304, grad_norm: 2.9313 2020-10-24 07:03:48,326 - mmaction - INFO - Epoch [35][800/1712] lr: 1.000e-02, eta: 1 day, 13:29:13, time: 1.086, data_time: 0.011, memory: 5822, loss_cls: 3.2313, loss: 3.2313, grad_norm: 2.9405 2020-10-24 07:04:09,450 - mmaction - INFO - Epoch [35][820/1712] lr: 1.000e-02, eta: 1 day, 13:28:43, time: 1.062, data_time: 0.011, memory: 5822, loss_cls: 3.2081, loss: 3.2081, grad_norm: 2.8921 2020-10-24 07:04:31,839 - mmaction - INFO - Epoch [35][840/1712] lr: 1.000e-02, eta: 1 day, 13:28:16, time: 1.121, data_time: 0.005, memory: 5822, loss_cls: 3.2235, loss: 3.2235, grad_norm: 2.9247 2020-10-24 07:04:52,682 - mmaction - INFO - Epoch [35][860/1712] lr: 1.000e-02, eta: 1 day, 13:27:46, time: 1.042, data_time: 0.001, memory: 5822, loss_cls: 3.2161, loss: 3.2161, grad_norm: 2.9091 2020-10-24 07:05:13,902 - mmaction - INFO - Epoch [35][880/1712] lr: 1.000e-02, eta: 1 day, 13:27:16, time: 1.057, data_time: 0.002, memory: 5822, loss_cls: 3.2327, loss: 3.2327, grad_norm: 2.8569 2020-10-24 07:05:35,602 - mmaction - INFO - Epoch [35][900/1712] lr: 1.000e-02, eta: 1 day, 13:26:48, time: 1.089, data_time: 0.009, memory: 5822, loss_cls: 3.2398, loss: 3.2398, grad_norm: 2.9874 2020-10-24 07:05:57,382 - mmaction - INFO - Epoch [35][920/1712] lr: 1.000e-02, eta: 1 day, 13:26:20, time: 1.085, data_time: 0.031, memory: 5822, loss_cls: 3.2359, loss: 3.2359, grad_norm: 2.9041 2020-10-24 07:06:19,552 - mmaction - INFO - Epoch [35][940/1712] lr: 1.000e-02, eta: 1 day, 13:25:52, time: 1.101, data_time: 0.050, memory: 5822, loss_cls: 3.2305, loss: 3.2305, grad_norm: 2.9891 2020-10-24 07:06:41,280 - mmaction - INFO - Epoch [35][960/1712] lr: 1.000e-02, eta: 1 day, 13:25:24, time: 1.098, data_time: 0.034, memory: 5822, loss_cls: 3.2657, loss: 3.2657, grad_norm: 2.9491 2020-10-24 07:07:03,169 - mmaction - INFO - Epoch [35][980/1712] lr: 1.000e-02, eta: 1 day, 13:24:56, time: 1.095, data_time: 0.046, memory: 5822, loss_cls: 3.1832, loss: 3.1832, grad_norm: 2.9039 2020-10-24 07:07:24,946 - mmaction - INFO - Epoch [35][1000/1712] lr: 1.000e-02, eta: 1 day, 13:24:27, time: 1.080, data_time: 0.001, memory: 5822, loss_cls: 3.2557, loss: 3.2557, grad_norm: 2.9437 2020-10-24 07:07:46,075 - mmaction - INFO - Epoch [35][1020/1712] lr: 1.000e-02, eta: 1 day, 13:23:58, time: 1.065, data_time: 0.011, memory: 5822, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.8748 2020-10-24 07:08:08,890 - mmaction - INFO - Epoch [35][1040/1712] lr: 1.000e-02, eta: 1 day, 13:23:31, time: 1.141, data_time: 0.002, memory: 5822, loss_cls: 3.2555, loss: 3.2555, grad_norm: 2.9088 2020-10-24 07:08:30,295 - mmaction - INFO - Epoch [35][1060/1712] lr: 1.000e-02, eta: 1 day, 13:23:02, time: 1.070, data_time: 0.002, memory: 5822, loss_cls: 3.2241, loss: 3.2241, grad_norm: 2.9736 2020-10-24 07:08:52,235 - mmaction - INFO - Epoch [35][1080/1712] lr: 1.000e-02, eta: 1 day, 13:22:34, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.2601, loss: 3.2601, grad_norm: 2.9687 2020-10-24 07:09:13,626 - mmaction - INFO - Epoch [35][1100/1712] lr: 1.000e-02, eta: 1 day, 13:22:05, time: 1.077, data_time: 0.016, memory: 5822, loss_cls: 3.3120, loss: 3.3120, grad_norm: 2.9421 2020-10-24 07:09:35,212 - mmaction - INFO - Epoch [35][1120/1712] lr: 1.000e-02, eta: 1 day, 13:21:36, time: 1.086, data_time: 0.014, memory: 5822, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.9878 2020-10-24 07:09:56,517 - mmaction - INFO - Epoch [35][1140/1712] lr: 1.000e-02, eta: 1 day, 13:21:07, time: 1.065, data_time: 0.001, memory: 5822, loss_cls: 3.2305, loss: 3.2305, grad_norm: 2.9281 2020-10-24 07:10:18,590 - mmaction - INFO - Epoch [35][1160/1712] lr: 1.000e-02, eta: 1 day, 13:20:39, time: 1.104, data_time: 0.001, memory: 5822, loss_cls: 3.2457, loss: 3.2457, grad_norm: 2.9463 2020-10-24 07:10:41,003 - mmaction - INFO - Epoch [35][1180/1712] lr: 1.000e-02, eta: 1 day, 13:20:12, time: 1.114, data_time: 0.002, memory: 5822, loss_cls: 3.2375, loss: 3.2375, grad_norm: 2.9108 2020-10-24 07:11:02,868 - mmaction - INFO - Epoch [35][1200/1712] lr: 1.000e-02, eta: 1 day, 13:19:44, time: 1.096, data_time: 0.012, memory: 5822, loss_cls: 3.2537, loss: 3.2537, grad_norm: 2.8778 2020-10-24 07:11:24,522 - mmaction - INFO - Epoch [35][1220/1712] lr: 1.000e-02, eta: 1 day, 13:19:16, time: 1.081, data_time: 0.005, memory: 5822, loss_cls: 3.2556, loss: 3.2556, grad_norm: 2.8767 2020-10-24 07:11:46,311 - mmaction - INFO - Epoch [35][1240/1712] lr: 1.000e-02, eta: 1 day, 13:18:47, time: 1.091, data_time: 0.006, memory: 5822, loss_cls: 3.2498, loss: 3.2498, grad_norm: 2.8812 2020-10-24 07:12:07,522 - mmaction - INFO - Epoch [35][1260/1712] lr: 1.000e-02, eta: 1 day, 13:18:18, time: 1.061, data_time: 0.004, memory: 5822, loss_cls: 3.1940, loss: 3.1940, grad_norm: 2.9655 2020-10-24 07:12:28,734 - mmaction - INFO - Epoch [35][1280/1712] lr: 1.000e-02, eta: 1 day, 13:17:49, time: 1.061, data_time: 0.004, memory: 5822, loss_cls: 3.1943, loss: 3.1943, grad_norm: 2.8196 2020-10-24 07:12:50,301 - mmaction - INFO - Epoch [35][1300/1712] lr: 1.000e-02, eta: 1 day, 13:17:20, time: 1.079, data_time: 0.005, memory: 5822, loss_cls: 3.2647, loss: 3.2647, grad_norm: 2.9900 2020-10-24 07:13:11,074 - mmaction - INFO - Epoch [35][1320/1712] lr: 1.000e-02, eta: 1 day, 13:16:50, time: 1.038, data_time: 0.003, memory: 5822, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.8826 2020-10-24 07:13:31,670 - mmaction - INFO - Epoch [35][1340/1712] lr: 1.000e-02, eta: 1 day, 13:16:19, time: 1.027, data_time: 0.003, memory: 5822, loss_cls: 3.2467, loss: 3.2467, grad_norm: 2.8688 2020-10-24 07:13:52,601 - mmaction - INFO - Epoch [35][1360/1712] lr: 1.000e-02, eta: 1 day, 13:15:49, time: 1.046, data_time: 0.005, memory: 5822, loss_cls: 3.2360, loss: 3.2360, grad_norm: 2.9822 2020-10-24 07:14:14,563 - mmaction - INFO - Epoch [35][1380/1712] lr: 1.000e-02, eta: 1 day, 13:15:21, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 3.2649, loss: 3.2649, grad_norm: 2.9300 2020-10-24 07:14:36,794 - mmaction - INFO - Epoch [35][1400/1712] lr: 1.000e-02, eta: 1 day, 13:14:54, time: 1.119, data_time: 0.009, memory: 5822, loss_cls: 3.2434, loss: 3.2434, grad_norm: 2.9470 2020-10-24 07:14:59,024 - mmaction - INFO - Epoch [35][1420/1712] lr: 1.000e-02, eta: 1 day, 13:14:26, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 3.3059, loss: 3.3059, grad_norm: 3.0095 2020-10-24 07:15:20,773 - mmaction - INFO - Epoch [35][1440/1712] lr: 1.000e-02, eta: 1 day, 13:13:58, time: 1.093, data_time: 0.011, memory: 5822, loss_cls: 3.2383, loss: 3.2383, grad_norm: 2.9072 2020-10-24 07:15:42,211 - mmaction - INFO - Epoch [35][1460/1712] lr: 1.000e-02, eta: 1 day, 13:13:30, time: 1.076, data_time: 0.009, memory: 5822, loss_cls: 3.2845, loss: 3.2845, grad_norm: 2.9822 2020-10-24 07:16:04,306 - mmaction - INFO - Epoch [35][1480/1712] lr: 1.000e-02, eta: 1 day, 13:13:02, time: 1.093, data_time: 0.001, memory: 5822, loss_cls: 3.2168, loss: 3.2168, grad_norm: 2.8489 2020-10-24 07:16:25,904 - mmaction - INFO - Epoch [35][1500/1712] lr: 1.000e-02, eta: 1 day, 13:12:33, time: 1.092, data_time: 0.018, memory: 5822, loss_cls: 3.2977, loss: 3.2977, grad_norm: 2.9660 2020-10-24 07:16:47,899 - mmaction - INFO - Epoch [35][1520/1712] lr: 1.000e-02, eta: 1 day, 13:12:05, time: 1.096, data_time: 0.001, memory: 5822, loss_cls: 3.2176, loss: 3.2176, grad_norm: 2.9070 2020-10-24 07:17:09,238 - mmaction - INFO - Epoch [35][1540/1712] lr: 1.000e-02, eta: 1 day, 13:11:36, time: 1.069, data_time: 0.017, memory: 5822, loss_cls: 3.2691, loss: 3.2691, grad_norm: 2.9052 2020-10-24 07:17:31,183 - mmaction - INFO - Epoch [35][1560/1712] lr: 1.000e-02, eta: 1 day, 13:11:08, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 3.2372, loss: 3.2372, grad_norm: 2.8880 2020-10-24 07:17:52,794 - mmaction - INFO - Epoch [35][1580/1712] lr: 1.000e-02, eta: 1 day, 13:10:40, time: 1.085, data_time: 0.008, memory: 5822, loss_cls: 3.2544, loss: 3.2544, grad_norm: 2.9819 2020-10-24 07:18:15,071 - mmaction - INFO - Epoch [35][1600/1712] lr: 1.000e-02, eta: 1 day, 13:10:13, time: 1.114, data_time: 0.005, memory: 5822, loss_cls: 3.2768, loss: 3.2768, grad_norm: 2.9522 2020-10-24 07:18:37,135 - mmaction - INFO - Epoch [35][1620/1712] lr: 1.000e-02, eta: 1 day, 13:09:45, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 3.2015, loss: 3.2015, grad_norm: 2.8630 2020-10-24 07:18:59,327 - mmaction - INFO - Epoch [35][1640/1712] lr: 1.000e-02, eta: 1 day, 13:09:17, time: 1.106, data_time: 0.006, memory: 5822, loss_cls: 3.3010, loss: 3.3010, grad_norm: 2.9909 2020-10-24 07:19:20,774 - mmaction - INFO - Epoch [35][1660/1712] lr: 1.000e-02, eta: 1 day, 13:08:49, time: 1.076, data_time: 0.007, memory: 5822, loss_cls: 3.2062, loss: 3.2062, grad_norm: 2.8972 2020-10-24 07:19:43,134 - mmaction - INFO - Epoch [35][1680/1712] lr: 1.000e-02, eta: 1 day, 13:08:22, time: 1.119, data_time: 0.006, memory: 5822, loss_cls: 3.2450, loss: 3.2450, grad_norm: 2.9435 2020-10-24 07:20:04,975 - mmaction - INFO - Epoch [35][1700/1712] lr: 1.000e-02, eta: 1 day, 13:07:54, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 3.2480, loss: 3.2480, grad_norm: 2.8561 2020-10-24 07:20:20,154 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-24 07:23:28,868 - mmaction - INFO - Epoch [36][20/1712] lr: 1.000e-02, eta: 1 day, 13:07:03, time: 1.600, data_time: 1.038, memory: 5822, loss_cls: 3.2113, loss: 3.2113, grad_norm: 2.8533 2020-10-24 07:23:50,328 - mmaction - INFO - Epoch [36][40/1712] lr: 1.000e-02, eta: 1 day, 13:06:35, time: 1.080, data_time: 0.487, memory: 5822, loss_cls: 3.2487, loss: 3.2487, grad_norm: 2.9504 2020-10-24 07:24:13,196 - mmaction - INFO - Epoch [36][60/1712] lr: 1.000e-02, eta: 1 day, 13:06:08, time: 1.132, data_time: 0.496, memory: 5822, loss_cls: 3.1904, loss: 3.1904, grad_norm: 2.9071 2020-10-24 07:24:36,112 - mmaction - INFO - Epoch [36][80/1712] lr: 1.000e-02, eta: 1 day, 13:05:42, time: 1.146, data_time: 0.267, memory: 5822, loss_cls: 3.2497, loss: 3.2497, grad_norm: 2.8945 2020-10-24 07:24:58,859 - mmaction - INFO - Epoch [36][100/1712] lr: 1.000e-02, eta: 1 day, 13:05:16, time: 1.143, data_time: 0.054, memory: 5822, loss_cls: 3.2265, loss: 3.2265, grad_norm: 2.8617 2020-10-24 07:25:21,327 - mmaction - INFO - Epoch [36][120/1712] lr: 1.000e-02, eta: 1 day, 13:04:49, time: 1.124, data_time: 0.009, memory: 5822, loss_cls: 3.2333, loss: 3.2333, grad_norm: 2.9157 2020-10-24 07:25:43,034 - mmaction - INFO - Epoch [36][140/1712] lr: 1.000e-02, eta: 1 day, 13:04:21, time: 1.086, data_time: 0.009, memory: 5822, loss_cls: 3.1617, loss: 3.1617, grad_norm: 2.9567 2020-10-24 07:26:05,315 - mmaction - INFO - Epoch [36][160/1712] lr: 1.000e-02, eta: 1 day, 13:03:54, time: 1.117, data_time: 0.011, memory: 5822, loss_cls: 3.2159, loss: 3.2159, grad_norm: 2.8727 2020-10-24 07:26:27,063 - mmaction - INFO - Epoch [36][180/1712] lr: 1.000e-02, eta: 1 day, 13:03:26, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 3.2363, loss: 3.2363, grad_norm: 2.9414 2020-10-24 07:26:49,643 - mmaction - INFO - Epoch [36][200/1712] lr: 1.000e-02, eta: 1 day, 13:02:59, time: 1.127, data_time: 0.001, memory: 5822, loss_cls: 3.2252, loss: 3.2252, grad_norm: 2.9106 2020-10-24 07:27:11,646 - mmaction - INFO - Epoch [36][220/1712] lr: 1.000e-02, eta: 1 day, 13:02:31, time: 1.102, data_time: 0.003, memory: 5822, loss_cls: 3.2061, loss: 3.2061, grad_norm: 2.8508 2020-10-24 07:27:33,569 - mmaction - INFO - Epoch [36][240/1712] lr: 1.000e-02, eta: 1 day, 13:02:03, time: 1.095, data_time: 0.003, memory: 5822, loss_cls: 3.2507, loss: 3.2507, grad_norm: 2.9132 2020-10-24 07:27:55,245 - mmaction - INFO - Epoch [36][260/1712] lr: 1.000e-02, eta: 1 day, 13:01:35, time: 1.083, data_time: 0.007, memory: 5822, loss_cls: 3.2277, loss: 3.2277, grad_norm: 2.9180 2020-10-24 07:28:17,766 - mmaction - INFO - Epoch [36][280/1712] lr: 1.000e-02, eta: 1 day, 13:01:08, time: 1.128, data_time: 0.004, memory: 5822, loss_cls: 3.1846, loss: 3.1846, grad_norm: 2.8702 2020-10-24 07:28:39,887 - mmaction - INFO - Epoch [36][300/1712] lr: 1.000e-02, eta: 1 day, 13:00:41, time: 1.102, data_time: 0.006, memory: 5822, loss_cls: 3.2386, loss: 3.2386, grad_norm: 2.9248 2020-10-24 07:29:02,539 - mmaction - INFO - Epoch [36][320/1712] lr: 1.000e-02, eta: 1 day, 13:00:14, time: 1.128, data_time: 0.006, memory: 5822, loss_cls: 3.2132, loss: 3.2132, grad_norm: 2.8447 2020-10-24 07:29:24,338 - mmaction - INFO - Epoch [36][340/1712] lr: 1.000e-02, eta: 1 day, 12:59:46, time: 1.098, data_time: 0.012, memory: 5822, loss_cls: 3.2432, loss: 3.2432, grad_norm: 2.8657 2020-10-24 07:29:46,123 - mmaction - INFO - Epoch [36][360/1712] lr: 1.000e-02, eta: 1 day, 12:59:18, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 3.3113, loss: 3.3113, grad_norm: 2.9419 2020-10-24 07:30:08,511 - mmaction - INFO - Epoch [36][380/1712] lr: 1.000e-02, eta: 1 day, 12:58:51, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 3.2424, loss: 3.2424, grad_norm: 2.8882 2020-10-24 07:30:31,012 - mmaction - INFO - Epoch [36][400/1712] lr: 1.000e-02, eta: 1 day, 12:58:24, time: 1.128, data_time: 0.005, memory: 5822, loss_cls: 3.2132, loss: 3.2132, grad_norm: 2.9352 2020-10-24 07:30:52,585 - mmaction - INFO - Epoch [36][420/1712] lr: 1.000e-02, eta: 1 day, 12:57:56, time: 1.078, data_time: 0.003, memory: 5822, loss_cls: 3.1966, loss: 3.1966, grad_norm: 2.9561 2020-10-24 07:31:15,212 - mmaction - INFO - Epoch [36][440/1712] lr: 1.000e-02, eta: 1 day, 12:57:29, time: 1.118, data_time: 0.002, memory: 5822, loss_cls: 3.1802, loss: 3.1802, grad_norm: 2.9349 2020-10-24 07:31:37,431 - mmaction - INFO - Epoch [36][460/1712] lr: 1.000e-02, eta: 1 day, 12:57:02, time: 1.124, data_time: 0.016, memory: 5822, loss_cls: 3.1652, loss: 3.1652, grad_norm: 2.8550 2020-10-24 07:31:58,843 - mmaction - INFO - Epoch [36][480/1712] lr: 1.000e-02, eta: 1 day, 12:56:33, time: 1.057, data_time: 0.001, memory: 5822, loss_cls: 3.2019, loss: 3.2019, grad_norm: 2.8832 2020-10-24 07:32:21,128 - mmaction - INFO - Epoch [36][500/1712] lr: 1.000e-02, eta: 1 day, 12:56:06, time: 1.129, data_time: 0.018, memory: 5822, loss_cls: 3.2349, loss: 3.2349, grad_norm: 2.9726 2020-10-24 07:32:42,802 - mmaction - INFO - Epoch [36][520/1712] lr: 1.000e-02, eta: 1 day, 12:55:38, time: 1.084, data_time: 0.002, memory: 5822, loss_cls: 3.2370, loss: 3.2370, grad_norm: 2.9361 2020-10-24 07:33:04,623 - mmaction - INFO - Epoch [36][540/1712] lr: 1.000e-02, eta: 1 day, 12:55:10, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.2294, loss: 3.2294, grad_norm: 2.9212 2020-10-24 07:33:27,504 - mmaction - INFO - Epoch [36][560/1712] lr: 1.000e-02, eta: 1 day, 12:54:43, time: 1.141, data_time: 0.002, memory: 5822, loss_cls: 3.2536, loss: 3.2536, grad_norm: 2.8636 2020-10-24 07:33:50,303 - mmaction - INFO - Epoch [36][580/1712] lr: 1.000e-02, eta: 1 day, 12:54:17, time: 1.143, data_time: 0.010, memory: 5822, loss_cls: 3.1815, loss: 3.1815, grad_norm: 2.9273 2020-10-24 07:34:12,598 - mmaction - INFO - Epoch [36][600/1712] lr: 1.000e-02, eta: 1 day, 12:53:50, time: 1.115, data_time: 0.003, memory: 5822, loss_cls: 3.2277, loss: 3.2277, grad_norm: 2.8500 2020-10-24 07:34:35,267 - mmaction - INFO - Epoch [36][620/1712] lr: 1.000e-02, eta: 1 day, 12:53:24, time: 1.130, data_time: 0.002, memory: 5822, loss_cls: 3.2793, loss: 3.2793, grad_norm: 2.9514 2020-10-24 07:34:56,745 - mmaction - INFO - Epoch [36][640/1712] lr: 1.000e-02, eta: 1 day, 12:52:55, time: 1.077, data_time: 0.007, memory: 5822, loss_cls: 3.1864, loss: 3.1864, grad_norm: 2.9025 2020-10-24 07:35:18,076 - mmaction - INFO - Epoch [36][660/1712] lr: 1.000e-02, eta: 1 day, 12:52:26, time: 1.065, data_time: 0.002, memory: 5822, loss_cls: 3.2009, loss: 3.2009, grad_norm: 2.8348 2020-10-24 07:35:39,945 - mmaction - INFO - Epoch [36][680/1712] lr: 1.000e-02, eta: 1 day, 12:51:58, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 3.2697, loss: 3.2697, grad_norm: 2.9930 2020-10-24 07:36:01,383 - mmaction - INFO - Epoch [36][700/1712] lr: 1.000e-02, eta: 1 day, 12:51:30, time: 1.075, data_time: 0.004, memory: 5822, loss_cls: 3.2449, loss: 3.2449, grad_norm: 2.8802 2020-10-24 07:36:23,753 - mmaction - INFO - Epoch [36][720/1712] lr: 1.000e-02, eta: 1 day, 12:51:03, time: 1.115, data_time: 0.002, memory: 5822, loss_cls: 3.2073, loss: 3.2073, grad_norm: 2.9175 2020-10-24 07:36:45,663 - mmaction - INFO - Epoch [36][740/1712] lr: 1.000e-02, eta: 1 day, 12:50:35, time: 1.088, data_time: 0.006, memory: 5822, loss_cls: 3.2693, loss: 3.2693, grad_norm: 2.9436 2020-10-24 07:37:07,689 - mmaction - INFO - Epoch [36][760/1712] lr: 1.000e-02, eta: 1 day, 12:50:07, time: 1.109, data_time: 0.013, memory: 5822, loss_cls: 3.2017, loss: 3.2017, grad_norm: 2.8592 2020-10-24 07:37:29,328 - mmaction - INFO - Epoch [36][780/1712] lr: 1.000e-02, eta: 1 day, 12:49:39, time: 1.082, data_time: 0.006, memory: 5822, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.8469 2020-10-24 07:37:51,229 - mmaction - INFO - Epoch [36][800/1712] lr: 1.000e-02, eta: 1 day, 12:49:11, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 3.1746, loss: 3.1746, grad_norm: 2.8843 2020-10-24 07:38:13,407 - mmaction - INFO - Epoch [36][820/1712] lr: 1.000e-02, eta: 1 day, 12:48:44, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 3.2488, loss: 3.2488, grad_norm: 2.9689 2020-10-24 07:38:35,436 - mmaction - INFO - Epoch [36][840/1712] lr: 1.000e-02, eta: 1 day, 12:48:16, time: 1.107, data_time: 0.007, memory: 5822, loss_cls: 3.2606, loss: 3.2606, grad_norm: 2.9571 2020-10-24 07:38:57,177 - mmaction - INFO - Epoch [36][860/1712] lr: 1.000e-02, eta: 1 day, 12:47:48, time: 1.087, data_time: 0.002, memory: 5822, loss_cls: 3.2425, loss: 3.2425, grad_norm: 2.9330 2020-10-24 07:39:19,304 - mmaction - INFO - Epoch [36][880/1712] lr: 1.000e-02, eta: 1 day, 12:47:21, time: 1.106, data_time: 0.001, memory: 5822, loss_cls: 3.2686, loss: 3.2686, grad_norm: 2.9982 2020-10-24 07:39:40,771 - mmaction - INFO - Epoch [36][900/1712] lr: 1.000e-02, eta: 1 day, 12:46:52, time: 1.071, data_time: 0.003, memory: 5822, loss_cls: 3.2771, loss: 3.2771, grad_norm: 2.9354 2020-10-24 07:40:02,448 - mmaction - INFO - Epoch [36][920/1712] lr: 1.000e-02, eta: 1 day, 12:46:24, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 3.1985, loss: 3.1985, grad_norm: 2.8690 2020-10-24 07:40:24,524 - mmaction - INFO - Epoch [36][940/1712] lr: 1.000e-02, eta: 1 day, 12:45:57, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 3.3012, loss: 3.3012, grad_norm: 2.8826 2020-10-24 07:40:46,848 - mmaction - INFO - Epoch [36][960/1712] lr: 1.000e-02, eta: 1 day, 12:45:29, time: 1.113, data_time: 0.007, memory: 5822, loss_cls: 3.2423, loss: 3.2423, grad_norm: 2.9298 2020-10-24 07:41:09,107 - mmaction - INFO - Epoch [36][980/1712] lr: 1.000e-02, eta: 1 day, 12:45:02, time: 1.116, data_time: 0.011, memory: 5822, loss_cls: 3.2368, loss: 3.2368, grad_norm: 2.9082 2020-10-24 07:41:31,201 - mmaction - INFO - Epoch [36][1000/1712] lr: 1.000e-02, eta: 1 day, 12:44:35, time: 1.111, data_time: 0.008, memory: 5822, loss_cls: 3.2553, loss: 3.2553, grad_norm: 2.9714 2020-10-24 07:41:53,615 - mmaction - INFO - Epoch [36][1020/1712] lr: 1.000e-02, eta: 1 day, 12:44:08, time: 1.121, data_time: 0.002, memory: 5822, loss_cls: 3.2350, loss: 3.2350, grad_norm: 2.9013 2020-10-24 07:42:14,959 - mmaction - INFO - Epoch [36][1040/1712] lr: 1.000e-02, eta: 1 day, 12:43:39, time: 1.063, data_time: 0.001, memory: 5822, loss_cls: 3.2421, loss: 3.2421, grad_norm: 2.9218 2020-10-24 07:42:36,804 - mmaction - INFO - Epoch [36][1060/1712] lr: 1.000e-02, eta: 1 day, 12:43:12, time: 1.096, data_time: 0.007, memory: 5822, loss_cls: 3.1889, loss: 3.1889, grad_norm: 2.9547 2020-10-24 07:42:58,842 - mmaction - INFO - Epoch [36][1080/1712] lr: 1.000e-02, eta: 1 day, 12:42:44, time: 1.102, data_time: 0.011, memory: 5822, loss_cls: 3.2678, loss: 3.2678, grad_norm: 2.9518 2020-10-24 07:43:21,063 - mmaction - INFO - Epoch [36][1100/1712] lr: 1.000e-02, eta: 1 day, 12:42:17, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 3.2602, loss: 3.2602, grad_norm: 2.9557 2020-10-24 07:43:43,141 - mmaction - INFO - Epoch [36][1120/1712] lr: 1.000e-02, eta: 1 day, 12:41:49, time: 1.106, data_time: 0.011, memory: 5822, loss_cls: 3.2316, loss: 3.2316, grad_norm: 2.9092 2020-10-24 07:44:05,878 - mmaction - INFO - Epoch [36][1140/1712] lr: 1.000e-02, eta: 1 day, 12:41:23, time: 1.143, data_time: 0.009, memory: 5822, loss_cls: 3.2860, loss: 3.2860, grad_norm: 2.8700 2020-10-24 07:44:27,548 - mmaction - INFO - Epoch [36][1160/1712] lr: 1.000e-02, eta: 1 day, 12:40:55, time: 1.079, data_time: 0.001, memory: 5822, loss_cls: 3.2029, loss: 3.2029, grad_norm: 2.8857 2020-10-24 07:44:50,071 - mmaction - INFO - Epoch [36][1180/1712] lr: 1.000e-02, eta: 1 day, 12:40:29, time: 1.131, data_time: 0.008, memory: 5822, loss_cls: 3.2639, loss: 3.2639, grad_norm: 2.9488 2020-10-24 07:45:12,224 - mmaction - INFO - Epoch [36][1200/1712] lr: 1.000e-02, eta: 1 day, 12:40:01, time: 1.108, data_time: 0.016, memory: 5822, loss_cls: 3.2369, loss: 3.2369, grad_norm: 3.0029 2020-10-24 07:45:34,120 - mmaction - INFO - Epoch [36][1220/1712] lr: 1.000e-02, eta: 1 day, 12:39:33, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 3.2061, loss: 3.2061, grad_norm: 2.9034 2020-10-24 07:45:56,061 - mmaction - INFO - Epoch [36][1240/1712] lr: 1.000e-02, eta: 1 day, 12:39:06, time: 1.100, data_time: 0.008, memory: 5822, loss_cls: 3.2122, loss: 3.2122, grad_norm: 2.8868 2020-10-24 07:46:18,266 - mmaction - INFO - Epoch [36][1260/1712] lr: 1.000e-02, eta: 1 day, 12:38:39, time: 1.113, data_time: 0.005, memory: 5822, loss_cls: 3.2716, loss: 3.2716, grad_norm: 2.8549 2020-10-24 07:46:40,608 - mmaction - INFO - Epoch [36][1280/1712] lr: 1.000e-02, eta: 1 day, 12:38:12, time: 1.111, data_time: 0.001, memory: 5822, loss_cls: 3.2381, loss: 3.2381, grad_norm: 2.8970 2020-10-24 07:47:02,384 - mmaction - INFO - Epoch [36][1300/1712] lr: 1.000e-02, eta: 1 day, 12:37:44, time: 1.088, data_time: 0.008, memory: 5822, loss_cls: 3.2689, loss: 3.2689, grad_norm: 2.9316 2020-10-24 07:47:24,486 - mmaction - INFO - Epoch [36][1320/1712] lr: 1.000e-02, eta: 1 day, 12:37:16, time: 1.099, data_time: 0.008, memory: 5822, loss_cls: 3.2582, loss: 3.2582, grad_norm: 2.9114 2020-10-24 07:47:46,212 - mmaction - INFO - Epoch [36][1340/1712] lr: 1.000e-02, eta: 1 day, 12:36:48, time: 1.097, data_time: 0.014, memory: 5822, loss_cls: 3.2572, loss: 3.2572, grad_norm: 2.9524 2020-10-24 07:48:08,579 - mmaction - INFO - Epoch [36][1360/1712] lr: 1.000e-02, eta: 1 day, 12:36:22, time: 1.120, data_time: 0.003, memory: 5822, loss_cls: 3.2286, loss: 3.2286, grad_norm: 2.9649 2020-10-24 07:48:30,240 - mmaction - INFO - Epoch [36][1380/1712] lr: 1.000e-02, eta: 1 day, 12:35:53, time: 1.081, data_time: 0.002, memory: 5822, loss_cls: 3.2088, loss: 3.2088, grad_norm: 2.9605 2020-10-24 07:48:52,947 - mmaction - INFO - Epoch [36][1400/1712] lr: 1.000e-02, eta: 1 day, 12:35:27, time: 1.138, data_time: 0.005, memory: 5822, loss_cls: 3.2566, loss: 3.2566, grad_norm: 2.9737 2020-10-24 07:49:14,583 - mmaction - INFO - Epoch [36][1420/1712] lr: 1.000e-02, eta: 1 day, 12:34:59, time: 1.082, data_time: 0.002, memory: 5822, loss_cls: 3.1990, loss: 3.1990, grad_norm: 2.9047 2020-10-24 07:49:36,683 - mmaction - INFO - Epoch [36][1440/1712] lr: 1.000e-02, eta: 1 day, 12:34:32, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 3.1750, loss: 3.1750, grad_norm: 2.8977 2020-10-24 07:49:57,895 - mmaction - INFO - Epoch [36][1460/1712] lr: 1.000e-02, eta: 1 day, 12:34:03, time: 1.057, data_time: 0.004, memory: 5822, loss_cls: 3.2096, loss: 3.2096, grad_norm: 2.8354 2020-10-24 07:50:20,848 - mmaction - INFO - Epoch [36][1480/1712] lr: 1.000e-02, eta: 1 day, 12:33:37, time: 1.152, data_time: 0.008, memory: 5822, loss_cls: 3.2219, loss: 3.2219, grad_norm: 2.9703 2020-10-24 07:50:43,064 - mmaction - INFO - Epoch [36][1500/1712] lr: 1.000e-02, eta: 1 day, 12:33:10, time: 1.111, data_time: 0.004, memory: 5822, loss_cls: 3.2491, loss: 3.2491, grad_norm: 2.9798 2020-10-24 07:51:04,889 - mmaction - INFO - Epoch [36][1520/1712] lr: 1.000e-02, eta: 1 day, 12:32:42, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 3.2608, loss: 3.2608, grad_norm: 2.9030 2020-10-24 07:51:26,490 - mmaction - INFO - Epoch [36][1540/1712] lr: 1.000e-02, eta: 1 day, 12:32:14, time: 1.070, data_time: 0.005, memory: 5822, loss_cls: 3.2800, loss: 3.2800, grad_norm: 2.9506 2020-10-24 07:51:49,189 - mmaction - INFO - Epoch [36][1560/1712] lr: 1.000e-02, eta: 1 day, 12:31:47, time: 1.140, data_time: 0.012, memory: 5822, loss_cls: 3.2112, loss: 3.2112, grad_norm: 2.9158 2020-10-24 07:52:10,884 - mmaction - INFO - Epoch [36][1580/1712] lr: 1.000e-02, eta: 1 day, 12:31:20, time: 1.088, data_time: 0.016, memory: 5822, loss_cls: 3.2371, loss: 3.2371, grad_norm: 2.8832 2020-10-24 07:52:33,663 - mmaction - INFO - Epoch [36][1600/1712] lr: 1.000e-02, eta: 1 day, 12:30:54, time: 1.141, data_time: 0.004, memory: 5822, loss_cls: 3.2255, loss: 3.2255, grad_norm: 2.8983 2020-10-24 07:52:54,950 - mmaction - INFO - Epoch [36][1620/1712] lr: 1.000e-02, eta: 1 day, 12:30:25, time: 1.058, data_time: 0.002, memory: 5822, loss_cls: 3.1741, loss: 3.1741, grad_norm: 2.9009 2020-10-24 07:53:16,750 - mmaction - INFO - Epoch [36][1640/1712] lr: 1.000e-02, eta: 1 day, 12:29:57, time: 1.086, data_time: 0.011, memory: 5822, loss_cls: 3.2238, loss: 3.2238, grad_norm: 2.8940 2020-10-24 07:53:38,917 - mmaction - INFO - Epoch [36][1660/1712] lr: 1.000e-02, eta: 1 day, 12:29:30, time: 1.120, data_time: 0.013, memory: 5822, loss_cls: 3.2487, loss: 3.2487, grad_norm: 2.8906 2020-10-24 07:54:00,168 - mmaction - INFO - Epoch [36][1680/1712] lr: 1.000e-02, eta: 1 day, 12:29:01, time: 1.062, data_time: 0.001, memory: 5822, loss_cls: 3.2072, loss: 3.2072, grad_norm: 2.8622 2020-10-24 07:54:21,686 - mmaction - INFO - Epoch [36][1700/1712] lr: 1.000e-02, eta: 1 day, 12:28:32, time: 1.067, data_time: 0.003, memory: 5822, loss_cls: 3.2697, loss: 3.2697, grad_norm: 2.9606 2020-10-24 07:55:15,108 - mmaction - INFO - Epoch [37][20/1712] lr: 1.000e-02, eta: 1 day, 12:27:55, time: 1.960, data_time: 1.498, memory: 5822, loss_cls: 3.2116, loss: 3.2116, grad_norm: 2.8836 2020-10-24 07:55:38,972 - mmaction - INFO - Epoch [37][40/1712] lr: 1.000e-02, eta: 1 day, 12:27:31, time: 1.192, data_time: 0.656, memory: 5822, loss_cls: 3.2560, loss: 3.2560, grad_norm: 2.9405 2020-10-24 07:56:03,278 - mmaction - INFO - Epoch [37][60/1712] lr: 1.000e-02, eta: 1 day, 12:27:08, time: 1.215, data_time: 0.453, memory: 5822, loss_cls: 3.1949, loss: 3.1949, grad_norm: 2.9305 2020-10-24 07:56:25,817 - mmaction - INFO - Epoch [37][80/1712] lr: 1.000e-02, eta: 1 day, 12:26:41, time: 1.127, data_time: 0.048, memory: 5822, loss_cls: 3.1933, loss: 3.1933, grad_norm: 2.9047 2020-10-24 07:56:47,898 - mmaction - INFO - Epoch [37][100/1712] lr: 1.000e-02, eta: 1 day, 12:26:14, time: 1.105, data_time: 0.008, memory: 5822, loss_cls: 3.2536, loss: 3.2536, grad_norm: 2.9647 2020-10-24 07:57:09,767 - mmaction - INFO - Epoch [37][120/1712] lr: 1.000e-02, eta: 1 day, 12:25:46, time: 1.092, data_time: 0.004, memory: 5822, loss_cls: 3.1707, loss: 3.1707, grad_norm: 2.8586 2020-10-24 07:57:32,112 - mmaction - INFO - Epoch [37][140/1712] lr: 1.000e-02, eta: 1 day, 12:25:20, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 3.1835, loss: 3.1835, grad_norm: 2.9354 2020-10-24 07:57:53,967 - mmaction - INFO - Epoch [37][160/1712] lr: 1.000e-02, eta: 1 day, 12:24:52, time: 1.092, data_time: 0.002, memory: 5822, loss_cls: 3.2923, loss: 3.2923, grad_norm: 3.0160 2020-10-24 07:58:15,782 - mmaction - INFO - Epoch [37][180/1712] lr: 1.000e-02, eta: 1 day, 12:24:24, time: 1.087, data_time: 0.005, memory: 5822, loss_cls: 3.2176, loss: 3.2176, grad_norm: 2.9499 2020-10-24 07:58:37,148 - mmaction - INFO - Epoch [37][200/1712] lr: 1.000e-02, eta: 1 day, 12:23:56, time: 1.070, data_time: 0.006, memory: 5822, loss_cls: 3.2591, loss: 3.2591, grad_norm: 2.9405 2020-10-24 07:58:59,421 - mmaction - INFO - Epoch [37][220/1712] lr: 1.000e-02, eta: 1 day, 12:23:29, time: 1.115, data_time: 0.005, memory: 5822, loss_cls: 3.2312, loss: 3.2312, grad_norm: 2.9190 2020-10-24 07:59:21,536 - mmaction - INFO - Epoch [37][240/1712] lr: 1.000e-02, eta: 1 day, 12:23:01, time: 1.105, data_time: 0.005, memory: 5822, loss_cls: 3.1578, loss: 3.1578, grad_norm: 2.8832 2020-10-24 07:59:43,087 - mmaction - INFO - Epoch [37][260/1712] lr: 1.000e-02, eta: 1 day, 12:22:33, time: 1.071, data_time: 0.003, memory: 5822, loss_cls: 3.2015, loss: 3.2015, grad_norm: 2.9800 2020-10-24 08:00:05,179 - mmaction - INFO - Epoch [37][280/1712] lr: 1.000e-02, eta: 1 day, 12:22:06, time: 1.108, data_time: 0.012, memory: 5822, loss_cls: 3.2107, loss: 3.2107, grad_norm: 2.9093 2020-10-24 08:00:27,398 - mmaction - INFO - Epoch [37][300/1712] lr: 1.000e-02, eta: 1 day, 12:21:39, time: 1.106, data_time: 0.008, memory: 5822, loss_cls: 3.2638, loss: 3.2638, grad_norm: 2.9568 2020-10-24 08:00:48,996 - mmaction - INFO - Epoch [37][320/1712] lr: 1.000e-02, eta: 1 day, 12:21:10, time: 1.080, data_time: 0.012, memory: 5822, loss_cls: 3.2418, loss: 3.2418, grad_norm: 2.9322 2020-10-24 08:01:11,156 - mmaction - INFO - Epoch [37][340/1712] lr: 1.000e-02, eta: 1 day, 12:20:44, time: 1.118, data_time: 0.014, memory: 5822, loss_cls: 3.1904, loss: 3.1904, grad_norm: 2.9145 2020-10-24 08:01:32,910 - mmaction - INFO - Epoch [37][360/1712] lr: 1.000e-02, eta: 1 day, 12:20:16, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 3.2222, loss: 3.2222, grad_norm: 2.8786 2020-10-24 08:01:54,606 - mmaction - INFO - Epoch [37][380/1712] lr: 1.000e-02, eta: 1 day, 12:19:48, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 3.2094, loss: 3.2094, grad_norm: 2.9326 2020-10-24 08:02:16,520 - mmaction - INFO - Epoch [37][400/1712] lr: 1.000e-02, eta: 1 day, 12:19:20, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 3.2083, loss: 3.2083, grad_norm: 2.8666 2020-10-24 08:02:38,831 - mmaction - INFO - Epoch [37][420/1712] lr: 1.000e-02, eta: 1 day, 12:18:54, time: 1.119, data_time: 0.008, memory: 5822, loss_cls: 3.2375, loss: 3.2375, grad_norm: 2.9093 2020-10-24 08:03:00,808 - mmaction - INFO - Epoch [37][440/1712] lr: 1.000e-02, eta: 1 day, 12:18:26, time: 1.092, data_time: 0.003, memory: 5822, loss_cls: 3.2538, loss: 3.2538, grad_norm: 2.9547 2020-10-24 08:03:23,697 - mmaction - INFO - Epoch [37][460/1712] lr: 1.000e-02, eta: 1 day, 12:18:00, time: 1.144, data_time: 0.010, memory: 5822, loss_cls: 3.2248, loss: 3.2248, grad_norm: 2.9823 2020-10-24 08:03:45,936 - mmaction - INFO - Epoch [37][480/1712] lr: 1.000e-02, eta: 1 day, 12:17:33, time: 1.117, data_time: 0.012, memory: 5822, loss_cls: 3.2244, loss: 3.2244, grad_norm: 2.9062 2020-10-24 08:04:07,802 - mmaction - INFO - Epoch [37][500/1712] lr: 1.000e-02, eta: 1 day, 12:17:06, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 3.2616, loss: 3.2616, grad_norm: 2.8861 2020-10-24 08:04:30,123 - mmaction - INFO - Epoch [37][520/1712] lr: 1.000e-02, eta: 1 day, 12:16:39, time: 1.115, data_time: 0.008, memory: 5822, loss_cls: 3.2999, loss: 3.2999, grad_norm: 2.9567 2020-10-24 08:04:51,270 - mmaction - INFO - Epoch [37][540/1712] lr: 1.000e-02, eta: 1 day, 12:16:10, time: 1.054, data_time: 0.003, memory: 5822, loss_cls: 3.2323, loss: 3.2323, grad_norm: 2.8985 2020-10-24 08:05:12,955 - mmaction - INFO - Epoch [37][560/1712] lr: 1.000e-02, eta: 1 day, 12:15:42, time: 1.085, data_time: 0.006, memory: 5822, loss_cls: 3.2258, loss: 3.2258, grad_norm: 2.8948 2020-10-24 08:05:35,108 - mmaction - INFO - Epoch [37][580/1712] lr: 1.000e-02, eta: 1 day, 12:15:15, time: 1.100, data_time: 0.004, memory: 5822, loss_cls: 3.2248, loss: 3.2248, grad_norm: 2.9141 2020-10-24 08:05:56,501 - mmaction - INFO - Epoch [37][600/1712] lr: 1.000e-02, eta: 1 day, 12:14:47, time: 1.081, data_time: 0.012, memory: 5822, loss_cls: 3.2107, loss: 3.2107, grad_norm: 2.9672 2020-10-24 08:06:18,874 - mmaction - INFO - Epoch [37][620/1712] lr: 1.000e-02, eta: 1 day, 12:14:20, time: 1.117, data_time: 0.001, memory: 5822, loss_cls: 3.2386, loss: 3.2386, grad_norm: 2.9484 2020-10-24 08:06:40,870 - mmaction - INFO - Epoch [37][640/1712] lr: 1.000e-02, eta: 1 day, 12:13:52, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 3.2260, loss: 3.2260, grad_norm: 2.8819 2020-10-24 08:07:02,897 - mmaction - INFO - Epoch [37][660/1712] lr: 1.000e-02, eta: 1 day, 12:13:25, time: 1.088, data_time: 0.002, memory: 5822, loss_cls: 3.2323, loss: 3.2323, grad_norm: 2.9362 2020-10-24 08:07:24,105 - mmaction - INFO - Epoch [37][680/1712] lr: 1.000e-02, eta: 1 day, 12:12:56, time: 1.070, data_time: 0.019, memory: 5822, loss_cls: 3.2828, loss: 3.2828, grad_norm: 2.9209 2020-10-24 08:07:45,924 - mmaction - INFO - Epoch [37][700/1712] lr: 1.000e-02, eta: 1 day, 12:12:29, time: 1.094, data_time: 0.012, memory: 5822, loss_cls: 3.1901, loss: 3.1901, grad_norm: 2.9019 2020-10-24 08:08:08,395 - mmaction - INFO - Epoch [37][720/1712] lr: 1.000e-02, eta: 1 day, 12:12:02, time: 1.120, data_time: 0.003, memory: 5822, loss_cls: 3.2469, loss: 3.2469, grad_norm: 2.9567 2020-10-24 08:08:30,619 - mmaction - INFO - Epoch [37][740/1712] lr: 1.000e-02, eta: 1 day, 12:11:35, time: 1.114, data_time: 0.009, memory: 5822, loss_cls: 3.1829, loss: 3.1829, grad_norm: 2.8879 2020-10-24 08:08:52,631 - mmaction - INFO - Epoch [37][760/1712] lr: 1.000e-02, eta: 1 day, 12:11:08, time: 1.101, data_time: 0.002, memory: 5822, loss_cls: 3.2280, loss: 3.2280, grad_norm: 2.9625 2020-10-24 08:09:14,581 - mmaction - INFO - Epoch [37][780/1712] lr: 1.000e-02, eta: 1 day, 12:10:40, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 3.1824, loss: 3.1824, grad_norm: 2.9976 2020-10-24 08:09:36,619 - mmaction - INFO - Epoch [37][800/1712] lr: 1.000e-02, eta: 1 day, 12:10:13, time: 1.104, data_time: 0.008, memory: 5822, loss_cls: 3.2186, loss: 3.2186, grad_norm: 2.9087 2020-10-24 08:09:58,796 - mmaction - INFO - Epoch [37][820/1712] lr: 1.000e-02, eta: 1 day, 12:09:46, time: 1.104, data_time: 0.003, memory: 5822, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.9865 2020-10-24 08:10:20,132 - mmaction - INFO - Epoch [37][840/1712] lr: 1.000e-02, eta: 1 day, 12:09:18, time: 1.071, data_time: 0.009, memory: 5822, loss_cls: 3.2818, loss: 3.2818, grad_norm: 2.9120 2020-10-24 08:10:42,051 - mmaction - INFO - Epoch [37][860/1712] lr: 1.000e-02, eta: 1 day, 12:08:50, time: 1.083, data_time: 0.004, memory: 5822, loss_cls: 3.1960, loss: 3.1960, grad_norm: 2.9041 2020-10-24 08:11:03,957 - mmaction - INFO - Epoch [37][880/1712] lr: 1.000e-02, eta: 1 day, 12:08:22, time: 1.096, data_time: 0.015, memory: 5822, loss_cls: 3.2454, loss: 3.2454, grad_norm: 2.8702 2020-10-24 08:11:25,718 - mmaction - INFO - Epoch [37][900/1712] lr: 1.000e-02, eta: 1 day, 12:07:55, time: 1.100, data_time: 0.015, memory: 5822, loss_cls: 3.2411, loss: 3.2411, grad_norm: 2.9091 2020-10-24 08:11:47,270 - mmaction - INFO - Epoch [37][920/1712] lr: 1.000e-02, eta: 1 day, 12:07:27, time: 1.077, data_time: 0.004, memory: 5822, loss_cls: 3.2330, loss: 3.2330, grad_norm: 2.8739 2020-10-24 08:12:09,248 - mmaction - INFO - Epoch [37][940/1712] lr: 1.000e-02, eta: 1 day, 12:07:00, time: 1.100, data_time: 0.002, memory: 5822, loss_cls: 3.2110, loss: 3.2110, grad_norm: 2.8833 2020-10-24 08:12:31,614 - mmaction - INFO - Epoch [37][960/1712] lr: 1.000e-02, eta: 1 day, 12:06:33, time: 1.112, data_time: 0.002, memory: 5822, loss_cls: 3.2204, loss: 3.2204, grad_norm: 2.8836 2020-10-24 08:12:53,537 - mmaction - INFO - Epoch [37][980/1712] lr: 1.000e-02, eta: 1 day, 12:06:05, time: 1.097, data_time: 0.009, memory: 5822, loss_cls: 3.2375, loss: 3.2375, grad_norm: 2.8346 2020-10-24 08:13:16,212 - mmaction - INFO - Epoch [37][1000/1712] lr: 1.000e-02, eta: 1 day, 12:05:39, time: 1.135, data_time: 0.006, memory: 5822, loss_cls: 3.2178, loss: 3.2178, grad_norm: 2.8480 2020-10-24 08:13:38,124 - mmaction - INFO - Epoch [37][1020/1712] lr: 1.000e-02, eta: 1 day, 12:05:12, time: 1.097, data_time: 0.006, memory: 5822, loss_cls: 3.1680, loss: 3.1680, grad_norm: 2.8330 2020-10-24 08:14:01,188 - mmaction - INFO - Epoch [37][1040/1712] lr: 1.000e-02, eta: 1 day, 12:04:46, time: 1.153, data_time: 0.006, memory: 5822, loss_cls: 3.2494, loss: 3.2494, grad_norm: 2.9775 2020-10-24 08:14:23,051 - mmaction - INFO - Epoch [37][1060/1712] lr: 1.000e-02, eta: 1 day, 12:04:19, time: 1.085, data_time: 0.005, memory: 5822, loss_cls: 3.1987, loss: 3.1987, grad_norm: 2.8709 2020-10-24 08:14:45,145 - mmaction - INFO - Epoch [37][1080/1712] lr: 1.000e-02, eta: 1 day, 12:03:52, time: 1.106, data_time: 0.013, memory: 5822, loss_cls: 3.2046, loss: 3.2046, grad_norm: 2.9553 2020-10-24 08:15:07,438 - mmaction - INFO - Epoch [37][1100/1712] lr: 1.000e-02, eta: 1 day, 12:03:25, time: 1.110, data_time: 0.011, memory: 5822, loss_cls: 3.2042, loss: 3.2042, grad_norm: 2.8882 2020-10-24 08:15:29,450 - mmaction - INFO - Epoch [37][1120/1712] lr: 1.000e-02, eta: 1 day, 12:02:58, time: 1.107, data_time: 0.016, memory: 5822, loss_cls: 3.2924, loss: 3.2924, grad_norm: 2.9966 2020-10-24 08:15:51,389 - mmaction - INFO - Epoch [37][1140/1712] lr: 1.000e-02, eta: 1 day, 12:02:30, time: 1.104, data_time: 0.009, memory: 5822, loss_cls: 3.2020, loss: 3.2020, grad_norm: 2.8896 2020-10-24 08:16:14,094 - mmaction - INFO - Epoch [37][1160/1712] lr: 1.000e-02, eta: 1 day, 12:02:04, time: 1.129, data_time: 0.003, memory: 5822, loss_cls: 3.1895, loss: 3.1895, grad_norm: 2.9220 2020-10-24 08:16:35,338 - mmaction - INFO - Epoch [37][1180/1712] lr: 1.000e-02, eta: 1 day, 12:01:36, time: 1.069, data_time: 0.014, memory: 5822, loss_cls: 3.1736, loss: 3.1736, grad_norm: 2.8577 2020-10-24 08:16:57,093 - mmaction - INFO - Epoch [37][1200/1712] lr: 1.000e-02, eta: 1 day, 12:01:08, time: 1.087, data_time: 0.001, memory: 5822, loss_cls: 3.2155, loss: 3.2155, grad_norm: 2.9560 2020-10-24 08:17:19,427 - mmaction - INFO - Epoch [37][1220/1712] lr: 1.000e-02, eta: 1 day, 12:00:41, time: 1.117, data_time: 0.009, memory: 5822, loss_cls: 3.2360, loss: 3.2360, grad_norm: 2.9298 2020-10-24 08:17:41,536 - mmaction - INFO - Epoch [37][1240/1712] lr: 1.000e-02, eta: 1 day, 12:00:14, time: 1.105, data_time: 0.006, memory: 5822, loss_cls: 3.2066, loss: 3.2066, grad_norm: 2.8935 2020-10-24 08:18:03,799 - mmaction - INFO - Epoch [37][1260/1712] lr: 1.000e-02, eta: 1 day, 11:59:47, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 3.1799, loss: 3.1799, grad_norm: 2.8843 2020-10-24 08:18:25,688 - mmaction - INFO - Epoch [37][1280/1712] lr: 1.000e-02, eta: 1 day, 11:59:20, time: 1.097, data_time: 0.013, memory: 5822, loss_cls: 3.2404, loss: 3.2404, grad_norm: 2.9670 2020-10-24 08:18:47,773 - mmaction - INFO - Epoch [37][1300/1712] lr: 1.000e-02, eta: 1 day, 11:58:53, time: 1.097, data_time: 0.007, memory: 5822, loss_cls: 3.2561, loss: 3.2561, grad_norm: 2.9418 2020-10-24 08:19:09,598 - mmaction - INFO - Epoch [37][1320/1712] lr: 1.000e-02, eta: 1 day, 11:58:25, time: 1.102, data_time: 0.014, memory: 5822, loss_cls: 3.2310, loss: 3.2310, grad_norm: 2.9353 2020-10-24 08:19:31,602 - mmaction - INFO - Epoch [37][1340/1712] lr: 1.000e-02, eta: 1 day, 11:57:58, time: 1.100, data_time: 0.004, memory: 5822, loss_cls: 3.2208, loss: 3.2208, grad_norm: 2.9823 2020-10-24 08:19:54,185 - mmaction - INFO - Epoch [37][1360/1712] lr: 1.000e-02, eta: 1 day, 11:57:32, time: 1.130, data_time: 0.003, memory: 5822, loss_cls: 3.2539, loss: 3.2539, grad_norm: 2.9194 2020-10-24 08:20:16,527 - mmaction - INFO - Epoch [37][1380/1712] lr: 1.000e-02, eta: 1 day, 11:57:05, time: 1.114, data_time: 0.006, memory: 5822, loss_cls: 3.2398, loss: 3.2398, grad_norm: 2.9799 2020-10-24 08:20:38,954 - mmaction - INFO - Epoch [37][1400/1712] lr: 1.000e-02, eta: 1 day, 11:56:39, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 3.2380, loss: 3.2380, grad_norm: 2.8702 2020-10-24 08:21:01,021 - mmaction - INFO - Epoch [37][1420/1712] lr: 1.000e-02, eta: 1 day, 11:56:11, time: 1.103, data_time: 0.012, memory: 5822, loss_cls: 3.1941, loss: 3.1941, grad_norm: 2.8541 2020-10-24 08:21:22,843 - mmaction - INFO - Epoch [37][1440/1712] lr: 1.000e-02, eta: 1 day, 11:55:44, time: 1.101, data_time: 0.012, memory: 5822, loss_cls: 3.2502, loss: 3.2502, grad_norm: 2.8973 2020-10-24 08:21:44,557 - mmaction - INFO - Epoch [37][1460/1712] lr: 1.000e-02, eta: 1 day, 11:55:16, time: 1.077, data_time: 0.002, memory: 5822, loss_cls: 3.1998, loss: 3.1998, grad_norm: 2.9074 2020-10-24 08:22:07,100 - mmaction - INFO - Epoch [37][1480/1712] lr: 1.000e-02, eta: 1 day, 11:54:50, time: 1.133, data_time: 0.013, memory: 5822, loss_cls: 3.2623, loss: 3.2623, grad_norm: 2.9421 2020-10-24 08:22:28,949 - mmaction - INFO - Epoch [37][1500/1712] lr: 1.000e-02, eta: 1 day, 11:54:22, time: 1.086, data_time: 0.007, memory: 5822, loss_cls: 3.2115, loss: 3.2115, grad_norm: 2.8809 2020-10-24 08:22:51,331 - mmaction - INFO - Epoch [37][1520/1712] lr: 1.000e-02, eta: 1 day, 11:53:56, time: 1.127, data_time: 0.011, memory: 5822, loss_cls: 3.2245, loss: 3.2245, grad_norm: 3.0116 2020-10-24 08:23:13,055 - mmaction - INFO - Epoch [37][1540/1712] lr: 1.000e-02, eta: 1 day, 11:53:28, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 3.2392, loss: 3.2392, grad_norm: 2.9159 2020-10-24 08:23:35,250 - mmaction - INFO - Epoch [37][1560/1712] lr: 1.000e-02, eta: 1 day, 11:53:02, time: 1.112, data_time: 0.006, memory: 5822, loss_cls: 3.2661, loss: 3.2661, grad_norm: 2.9769 2020-10-24 08:23:57,358 - mmaction - INFO - Epoch [37][1580/1712] lr: 1.000e-02, eta: 1 day, 11:52:34, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 3.2552, loss: 3.2552, grad_norm: 2.9191 2020-10-24 08:24:18,801 - mmaction - INFO - Epoch [37][1600/1712] lr: 1.000e-02, eta: 1 day, 11:52:06, time: 1.071, data_time: 0.005, memory: 5822, loss_cls: 3.1766, loss: 3.1766, grad_norm: 2.8454 2020-10-24 08:24:41,636 - mmaction - INFO - Epoch [37][1620/1712] lr: 1.000e-02, eta: 1 day, 11:51:41, time: 1.145, data_time: 0.007, memory: 5822, loss_cls: 3.2347, loss: 3.2347, grad_norm: 2.9635 2020-10-24 08:25:03,364 - mmaction - INFO - Epoch [37][1640/1712] lr: 1.000e-02, eta: 1 day, 11:51:13, time: 1.087, data_time: 0.002, memory: 5822, loss_cls: 3.2555, loss: 3.2555, grad_norm: 2.9738 2020-10-24 08:25:25,132 - mmaction - INFO - Epoch [37][1660/1712] lr: 1.000e-02, eta: 1 day, 11:50:45, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 3.2507, loss: 3.2507, grad_norm: 2.9165 2020-10-24 08:25:46,565 - mmaction - INFO - Epoch [37][1680/1712] lr: 1.000e-02, eta: 1 day, 11:50:17, time: 1.074, data_time: 0.006, memory: 5822, loss_cls: 3.2376, loss: 3.2376, grad_norm: 2.9854 2020-10-24 08:26:08,807 - mmaction - INFO - Epoch [37][1700/1712] lr: 1.000e-02, eta: 1 day, 11:49:50, time: 1.111, data_time: 0.005, memory: 5822, loss_cls: 3.2186, loss: 3.2186, grad_norm: 2.9590 2020-10-24 08:26:58,307 - mmaction - INFO - Epoch [38][20/1712] lr: 1.000e-02, eta: 1 day, 11:49:08, time: 1.790, data_time: 1.034, memory: 5822, loss_cls: 3.2179, loss: 3.2179, grad_norm: 2.9323 2020-10-24 08:27:22,063 - mmaction - INFO - Epoch [38][40/1712] lr: 1.000e-02, eta: 1 day, 11:48:44, time: 1.188, data_time: 0.192, memory: 5822, loss_cls: 3.2308, loss: 3.2308, grad_norm: 2.9099 2020-10-24 08:27:45,402 - mmaction - INFO - Epoch [38][60/1712] lr: 1.000e-02, eta: 1 day, 11:48:19, time: 1.170, data_time: 0.012, memory: 5822, loss_cls: 3.2068, loss: 3.2068, grad_norm: 2.9163 2020-10-24 08:28:07,393 - mmaction - INFO - Epoch [38][80/1712] lr: 1.000e-02, eta: 1 day, 11:47:52, time: 1.100, data_time: 0.002, memory: 5822, loss_cls: 3.2077, loss: 3.2077, grad_norm: 2.8891 2020-10-24 08:28:29,193 - mmaction - INFO - Epoch [38][100/1712] lr: 1.000e-02, eta: 1 day, 11:47:24, time: 1.089, data_time: 0.002, memory: 5822, loss_cls: 3.2177, loss: 3.2177, grad_norm: 2.9991 2020-10-24 08:28:50,681 - mmaction - INFO - Epoch [38][120/1712] lr: 1.000e-02, eta: 1 day, 11:46:56, time: 1.074, data_time: 0.001, memory: 5822, loss_cls: 3.2673, loss: 3.2673, grad_norm: 2.9285 2020-10-24 08:29:12,901 - mmaction - INFO - Epoch [38][140/1712] lr: 1.000e-02, eta: 1 day, 11:46:29, time: 1.110, data_time: 0.002, memory: 5822, loss_cls: 3.2527, loss: 3.2527, grad_norm: 2.9246 2020-10-24 08:29:34,611 - mmaction - INFO - Epoch [38][160/1712] lr: 1.000e-02, eta: 1 day, 11:46:01, time: 1.075, data_time: 0.003, memory: 5822, loss_cls: 3.2586, loss: 3.2586, grad_norm: 2.9491 2020-10-24 08:29:56,468 - mmaction - INFO - Epoch [38][180/1712] lr: 1.000e-02, eta: 1 day, 11:45:34, time: 1.095, data_time: 0.015, memory: 5822, loss_cls: 3.2153, loss: 3.2153, grad_norm: 2.8770 2020-10-24 08:30:18,446 - mmaction - INFO - Epoch [38][200/1712] lr: 1.000e-02, eta: 1 day, 11:45:07, time: 1.106, data_time: 0.013, memory: 5822, loss_cls: 3.2450, loss: 3.2450, grad_norm: 2.8918 2020-10-24 08:30:39,320 - mmaction - INFO - Epoch [38][220/1712] lr: 1.000e-02, eta: 1 day, 11:44:38, time: 1.041, data_time: 0.004, memory: 5822, loss_cls: 3.2218, loss: 3.2218, grad_norm: 2.8981 2020-10-24 08:31:01,414 - mmaction - INFO - Epoch [38][240/1712] lr: 1.000e-02, eta: 1 day, 11:44:11, time: 1.107, data_time: 0.008, memory: 5822, loss_cls: 3.2830, loss: 3.2830, grad_norm: 2.8680 2020-10-24 08:31:23,615 - mmaction - INFO - Epoch [38][260/1712] lr: 1.000e-02, eta: 1 day, 11:43:44, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 3.2531, loss: 3.2531, grad_norm: 2.8544 2020-10-24 08:31:45,526 - mmaction - INFO - Epoch [38][280/1712] lr: 1.000e-02, eta: 1 day, 11:43:17, time: 1.101, data_time: 0.009, memory: 5822, loss_cls: 3.2342, loss: 3.2342, grad_norm: 2.9076 2020-10-24 08:32:08,066 - mmaction - INFO - Epoch [38][300/1712] lr: 1.000e-02, eta: 1 day, 11:42:51, time: 1.125, data_time: 0.004, memory: 5822, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.9199 2020-10-24 08:32:29,660 - mmaction - INFO - Epoch [38][320/1712] lr: 1.000e-02, eta: 1 day, 11:42:23, time: 1.082, data_time: 0.014, memory: 5822, loss_cls: 3.2395, loss: 3.2395, grad_norm: 2.9103 2020-10-24 08:32:51,780 - mmaction - INFO - Epoch [38][340/1712] lr: 1.000e-02, eta: 1 day, 11:41:56, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 3.1923, loss: 3.1923, grad_norm: 2.8782 2020-10-24 08:33:13,649 - mmaction - INFO - Epoch [38][360/1712] lr: 1.000e-02, eta: 1 day, 11:41:29, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 3.2460, loss: 3.2460, grad_norm: 3.0375 2020-10-24 08:33:35,275 - mmaction - INFO - Epoch [38][380/1712] lr: 1.000e-02, eta: 1 day, 11:41:01, time: 1.088, data_time: 0.012, memory: 5822, loss_cls: 3.1990, loss: 3.1990, grad_norm: 2.9042 2020-10-24 08:33:56,926 - mmaction - INFO - Epoch [38][400/1712] lr: 1.000e-02, eta: 1 day, 11:40:33, time: 1.084, data_time: 0.007, memory: 5822, loss_cls: 3.2438, loss: 3.2438, grad_norm: 2.9529 2020-10-24 08:34:19,100 - mmaction - INFO - Epoch [38][420/1712] lr: 1.000e-02, eta: 1 day, 11:40:06, time: 1.106, data_time: 0.003, memory: 5822, loss_cls: 3.2062, loss: 3.2062, grad_norm: 2.9247 2020-10-24 08:34:40,762 - mmaction - INFO - Epoch [38][440/1712] lr: 1.000e-02, eta: 1 day, 11:39:39, time: 1.083, data_time: 0.005, memory: 5822, loss_cls: 3.2338, loss: 3.2338, grad_norm: 2.9807 2020-10-24 08:35:02,915 - mmaction - INFO - Epoch [38][460/1712] lr: 1.000e-02, eta: 1 day, 11:39:12, time: 1.104, data_time: 0.004, memory: 5822, loss_cls: 3.2094, loss: 3.2094, grad_norm: 2.9964 2020-10-24 08:35:24,842 - mmaction - INFO - Epoch [38][480/1712] lr: 1.000e-02, eta: 1 day, 11:38:45, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 3.1839, loss: 3.1839, grad_norm: 2.8646 2020-10-24 08:35:46,886 - mmaction - INFO - Epoch [38][500/1712] lr: 1.000e-02, eta: 1 day, 11:38:18, time: 1.106, data_time: 0.009, memory: 5822, loss_cls: 3.2338, loss: 3.2338, grad_norm: 2.8877 2020-10-24 08:36:08,994 - mmaction - INFO - Epoch [38][520/1712] lr: 1.000e-02, eta: 1 day, 11:37:51, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 3.1679, loss: 3.1679, grad_norm: 2.8975 2020-10-24 08:36:31,153 - mmaction - INFO - Epoch [38][540/1712] lr: 1.000e-02, eta: 1 day, 11:37:24, time: 1.106, data_time: 0.004, memory: 5822, loss_cls: 3.1999, loss: 3.1999, grad_norm: 2.9322 2020-10-24 08:36:53,732 - mmaction - INFO - Epoch [38][560/1712] lr: 1.000e-02, eta: 1 day, 11:36:58, time: 1.126, data_time: 0.010, memory: 5822, loss_cls: 3.2616, loss: 3.2616, grad_norm: 2.9230 2020-10-24 08:37:16,088 - mmaction - INFO - Epoch [38][580/1712] lr: 1.000e-02, eta: 1 day, 11:36:31, time: 1.125, data_time: 0.012, memory: 5822, loss_cls: 3.2397, loss: 3.2397, grad_norm: 2.9337 2020-10-24 08:37:38,079 - mmaction - INFO - Epoch [38][600/1712] lr: 1.000e-02, eta: 1 day, 11:36:04, time: 1.099, data_time: 0.003, memory: 5822, loss_cls: 3.2403, loss: 3.2403, grad_norm: 2.9382 2020-10-24 08:38:00,399 - mmaction - INFO - Epoch [38][620/1712] lr: 1.000e-02, eta: 1 day, 11:35:38, time: 1.116, data_time: 0.006, memory: 5822, loss_cls: 3.2015, loss: 3.2015, grad_norm: 2.8848 2020-10-24 08:38:22,160 - mmaction - INFO - Epoch [38][640/1712] lr: 1.000e-02, eta: 1 day, 11:35:10, time: 1.084, data_time: 0.003, memory: 5822, loss_cls: 3.2515, loss: 3.2515, grad_norm: 2.9839 2020-10-24 08:38:44,325 - mmaction - INFO - Epoch [38][660/1712] lr: 1.000e-02, eta: 1 day, 11:34:43, time: 1.114, data_time: 0.011, memory: 5822, loss_cls: 3.2566, loss: 3.2566, grad_norm: 2.9226 2020-10-24 08:39:06,698 - mmaction - INFO - Epoch [38][680/1712] lr: 1.000e-02, eta: 1 day, 11:34:17, time: 1.109, data_time: 0.007, memory: 5822, loss_cls: 3.3129, loss: 3.3129, grad_norm: 2.9843 2020-10-24 08:39:27,928 - mmaction - INFO - Epoch [38][700/1712] lr: 1.000e-02, eta: 1 day, 11:33:49, time: 1.069, data_time: 0.011, memory: 5822, loss_cls: 3.2081, loss: 3.2081, grad_norm: 2.9421 2020-10-24 08:39:50,342 - mmaction - INFO - Epoch [38][720/1712] lr: 1.000e-02, eta: 1 day, 11:33:22, time: 1.122, data_time: 0.004, memory: 5822, loss_cls: 3.2476, loss: 3.2476, grad_norm: 2.9280 2020-10-24 08:40:11,990 - mmaction - INFO - Epoch [38][740/1712] lr: 1.000e-02, eta: 1 day, 11:32:55, time: 1.078, data_time: 0.002, memory: 5822, loss_cls: 3.1974, loss: 3.1974, grad_norm: 2.8795 2020-10-24 08:40:34,104 - mmaction - INFO - Epoch [38][760/1712] lr: 1.000e-02, eta: 1 day, 11:32:28, time: 1.110, data_time: 0.006, memory: 5822, loss_cls: 3.1849, loss: 3.1849, grad_norm: 2.9236 2020-10-24 08:40:55,572 - mmaction - INFO - Epoch [38][780/1712] lr: 1.000e-02, eta: 1 day, 11:32:00, time: 1.071, data_time: 0.001, memory: 5822, loss_cls: 3.2186, loss: 3.2186, grad_norm: 2.8871 2020-10-24 08:41:16,889 - mmaction - INFO - Epoch [38][800/1712] lr: 1.000e-02, eta: 1 day, 11:31:32, time: 1.068, data_time: 0.006, memory: 5822, loss_cls: 3.2125, loss: 3.2125, grad_norm: 2.9151 2020-10-24 08:41:38,910 - mmaction - INFO - Epoch [38][820/1712] lr: 1.000e-02, eta: 1 day, 11:31:05, time: 1.100, data_time: 0.004, memory: 5822, loss_cls: 3.1717, loss: 3.1717, grad_norm: 2.8886 2020-10-24 08:42:01,067 - mmaction - INFO - Epoch [38][840/1712] lr: 1.000e-02, eta: 1 day, 11:30:38, time: 1.107, data_time: 0.003, memory: 5822, loss_cls: 3.1943, loss: 3.1943, grad_norm: 2.9345 2020-10-24 08:42:23,181 - mmaction - INFO - Epoch [38][860/1712] lr: 1.000e-02, eta: 1 day, 11:30:11, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 3.2185, loss: 3.2185, grad_norm: 2.8806 2020-10-24 08:42:45,718 - mmaction - INFO - Epoch [38][880/1712] lr: 1.000e-02, eta: 1 day, 11:29:45, time: 1.131, data_time: 0.008, memory: 5822, loss_cls: 3.1963, loss: 3.1963, grad_norm: 2.9974 2020-10-24 08:43:07,341 - mmaction - INFO - Epoch [38][900/1712] lr: 1.000e-02, eta: 1 day, 11:29:17, time: 1.083, data_time: 0.005, memory: 5822, loss_cls: 3.2058, loss: 3.2058, grad_norm: 2.8953 2020-10-24 08:43:29,121 - mmaction - INFO - Epoch [38][920/1712] lr: 1.000e-02, eta: 1 day, 11:28:50, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 3.1561, loss: 3.1561, grad_norm: 2.9118 2020-10-24 08:43:51,242 - mmaction - INFO - Epoch [38][940/1712] lr: 1.000e-02, eta: 1 day, 11:28:23, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 3.2690, loss: 3.2690, grad_norm: 2.9619 2020-10-24 08:44:13,174 - mmaction - INFO - Epoch [38][960/1712] lr: 1.000e-02, eta: 1 day, 11:27:55, time: 1.095, data_time: 0.012, memory: 5822, loss_cls: 3.2412, loss: 3.2412, grad_norm: 2.9843 2020-10-24 08:44:35,467 - mmaction - INFO - Epoch [38][980/1712] lr: 1.000e-02, eta: 1 day, 11:27:29, time: 1.118, data_time: 0.016, memory: 5822, loss_cls: 3.2225, loss: 3.2225, grad_norm: 2.9201 2020-10-24 08:44:57,378 - mmaction - INFO - Epoch [38][1000/1712] lr: 1.000e-02, eta: 1 day, 11:27:02, time: 1.103, data_time: 0.011, memory: 5822, loss_cls: 3.2359, loss: 3.2359, grad_norm: 2.9362 2020-10-24 08:45:19,220 - mmaction - INFO - Epoch [38][1020/1712] lr: 1.000e-02, eta: 1 day, 11:26:35, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 3.2233, loss: 3.2233, grad_norm: 2.9244 2020-10-24 08:45:41,765 - mmaction - INFO - Epoch [38][1040/1712] lr: 1.000e-02, eta: 1 day, 11:26:08, time: 1.121, data_time: 0.004, memory: 5822, loss_cls: 3.1687, loss: 3.1687, grad_norm: 2.8992 2020-10-24 08:46:03,819 - mmaction - INFO - Epoch [38][1060/1712] lr: 1.000e-02, eta: 1 day, 11:25:42, time: 1.108, data_time: 0.010, memory: 5822, loss_cls: 3.2506, loss: 3.2506, grad_norm: 2.9841 2020-10-24 08:46:25,895 - mmaction - INFO - Epoch [38][1080/1712] lr: 1.000e-02, eta: 1 day, 11:25:15, time: 1.104, data_time: 0.005, memory: 5822, loss_cls: 3.1652, loss: 3.1652, grad_norm: 2.8645 2020-10-24 08:46:47,771 - mmaction - INFO - Epoch [38][1100/1712] lr: 1.000e-02, eta: 1 day, 11:24:48, time: 1.092, data_time: 0.005, memory: 5822, loss_cls: 3.2596, loss: 3.2596, grad_norm: 2.9466 2020-10-24 08:47:09,523 - mmaction - INFO - Epoch [38][1120/1712] lr: 1.000e-02, eta: 1 day, 11:24:20, time: 1.093, data_time: 0.010, memory: 5822, loss_cls: 3.2182, loss: 3.2182, grad_norm: 2.9196 2020-10-24 08:47:31,363 - mmaction - INFO - Epoch [38][1140/1712] lr: 1.000e-02, eta: 1 day, 11:23:53, time: 1.089, data_time: 0.003, memory: 5822, loss_cls: 3.2276, loss: 3.2276, grad_norm: 2.9770 2020-10-24 08:47:53,241 - mmaction - INFO - Epoch [38][1160/1712] lr: 1.000e-02, eta: 1 day, 11:23:26, time: 1.093, data_time: 0.006, memory: 5822, loss_cls: 3.2247, loss: 3.2247, grad_norm: 2.9878 2020-10-24 08:48:15,670 - mmaction - INFO - Epoch [38][1180/1712] lr: 1.000e-02, eta: 1 day, 11:22:59, time: 1.121, data_time: 0.008, memory: 5822, loss_cls: 3.2187, loss: 3.2187, grad_norm: 2.9597 2020-10-24 08:48:37,192 - mmaction - INFO - Epoch [38][1200/1712] lr: 1.000e-02, eta: 1 day, 11:22:31, time: 1.072, data_time: 0.008, memory: 5822, loss_cls: 3.2039, loss: 3.2039, grad_norm: 2.9595 2020-10-24 08:48:59,487 - mmaction - INFO - Epoch [38][1220/1712] lr: 1.000e-02, eta: 1 day, 11:22:05, time: 1.122, data_time: 0.010, memory: 5822, loss_cls: 3.2613, loss: 3.2613, grad_norm: 2.9227 2020-10-24 08:49:20,273 - mmaction - INFO - Epoch [38][1240/1712] lr: 1.000e-02, eta: 1 day, 11:21:36, time: 1.040, data_time: 0.004, memory: 5822, loss_cls: 3.2527, loss: 3.2527, grad_norm: 2.9775 2020-10-24 08:49:42,787 - mmaction - INFO - Epoch [38][1260/1712] lr: 1.000e-02, eta: 1 day, 11:21:10, time: 1.127, data_time: 0.003, memory: 5822, loss_cls: 3.1935, loss: 3.1935, grad_norm: 2.8916 2020-10-24 08:50:04,156 - mmaction - INFO - Epoch [38][1280/1712] lr: 1.000e-02, eta: 1 day, 11:20:42, time: 1.067, data_time: 0.001, memory: 5822, loss_cls: 3.2719, loss: 3.2719, grad_norm: 2.9576 2020-10-24 08:50:26,070 - mmaction - INFO - Epoch [38][1300/1712] lr: 1.000e-02, eta: 1 day, 11:20:15, time: 1.097, data_time: 0.005, memory: 5822, loss_cls: 3.2646, loss: 3.2646, grad_norm: 2.9701 2020-10-24 08:50:48,053 - mmaction - INFO - Epoch [38][1320/1712] lr: 1.000e-02, eta: 1 day, 11:19:48, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 3.2422, loss: 3.2422, grad_norm: 2.9505 2020-10-24 08:51:09,440 - mmaction - INFO - Epoch [38][1340/1712] lr: 1.000e-02, eta: 1 day, 11:19:20, time: 1.071, data_time: 0.003, memory: 5822, loss_cls: 3.1935, loss: 3.1935, grad_norm: 2.9225 2020-10-24 08:51:31,881 - mmaction - INFO - Epoch [38][1360/1712] lr: 1.000e-02, eta: 1 day, 11:18:54, time: 1.115, data_time: 0.004, memory: 5822, loss_cls: 3.1879, loss: 3.1879, grad_norm: 2.8492 2020-10-24 08:51:53,964 - mmaction - INFO - Epoch [38][1380/1712] lr: 1.000e-02, eta: 1 day, 11:18:27, time: 1.104, data_time: 0.011, memory: 5822, loss_cls: 3.2184, loss: 3.2184, grad_norm: 2.9104 2020-10-24 08:52:15,921 - mmaction - INFO - Epoch [38][1400/1712] lr: 1.000e-02, eta: 1 day, 11:17:59, time: 1.090, data_time: 0.009, memory: 5822, loss_cls: 3.1768, loss: 3.1768, grad_norm: 2.8934 2020-10-24 08:52:37,841 - mmaction - INFO - Epoch [38][1420/1712] lr: 1.000e-02, eta: 1 day, 11:17:33, time: 1.109, data_time: 0.018, memory: 5822, loss_cls: 3.1981, loss: 3.1981, grad_norm: 2.9267 2020-10-24 08:52:59,906 - mmaction - INFO - Epoch [38][1440/1712] lr: 1.000e-02, eta: 1 day, 11:17:06, time: 1.096, data_time: 0.010, memory: 5822, loss_cls: 3.2755, loss: 3.2755, grad_norm: 2.9622 2020-10-24 08:53:22,488 - mmaction - INFO - Epoch [38][1460/1712] lr: 1.000e-02, eta: 1 day, 11:16:40, time: 1.136, data_time: 0.012, memory: 5822, loss_cls: 3.2407, loss: 3.2407, grad_norm: 2.9330 2020-10-24 08:53:43,694 - mmaction - INFO - Epoch [38][1480/1712] lr: 1.000e-02, eta: 1 day, 11:16:12, time: 1.062, data_time: 0.005, memory: 5822, loss_cls: 3.2839, loss: 3.2839, grad_norm: 2.9856 2020-10-24 08:54:06,066 - mmaction - INFO - Epoch [38][1500/1712] lr: 1.000e-02, eta: 1 day, 11:15:45, time: 1.117, data_time: 0.003, memory: 5822, loss_cls: 3.1933, loss: 3.1933, grad_norm: 2.8847 2020-10-24 08:54:28,011 - mmaction - INFO - Epoch [38][1520/1712] lr: 1.000e-02, eta: 1 day, 11:15:18, time: 1.097, data_time: 0.004, memory: 5822, loss_cls: 3.1326, loss: 3.1326, grad_norm: 2.8498 2020-10-24 08:54:50,003 - mmaction - INFO - Epoch [38][1540/1712] lr: 1.000e-02, eta: 1 day, 11:14:51, time: 1.102, data_time: 0.004, memory: 5822, loss_cls: 3.1873, loss: 3.1873, grad_norm: 2.9308 2020-10-24 08:55:12,128 - mmaction - INFO - Epoch [38][1560/1712] lr: 1.000e-02, eta: 1 day, 11:14:25, time: 1.105, data_time: 0.002, memory: 5822, loss_cls: 3.1904, loss: 3.1904, grad_norm: 2.8792 2020-10-24 08:55:34,151 - mmaction - INFO - Epoch [38][1580/1712] lr: 1.000e-02, eta: 1 day, 11:13:58, time: 1.103, data_time: 0.007, memory: 5822, loss_cls: 3.2119, loss: 3.2119, grad_norm: 2.8904 2020-10-24 08:55:55,614 - mmaction - INFO - Epoch [38][1600/1712] lr: 1.000e-02, eta: 1 day, 11:13:30, time: 1.069, data_time: 0.003, memory: 5822, loss_cls: 3.1792, loss: 3.1792, grad_norm: 2.8720 2020-10-24 08:56:18,028 - mmaction - INFO - Epoch [38][1620/1712] lr: 1.000e-02, eta: 1 day, 11:13:04, time: 1.120, data_time: 0.009, memory: 5822, loss_cls: 3.1796, loss: 3.1796, grad_norm: 2.8819 2020-10-24 08:56:39,581 - mmaction - INFO - Epoch [38][1640/1712] lr: 1.000e-02, eta: 1 day, 11:12:36, time: 1.081, data_time: 0.006, memory: 5822, loss_cls: 3.2740, loss: 3.2740, grad_norm: 2.9591 2020-10-24 08:57:01,130 - mmaction - INFO - Epoch [38][1660/1712] lr: 1.000e-02, eta: 1 day, 11:12:08, time: 1.074, data_time: 0.005, memory: 5822, loss_cls: 3.2306, loss: 3.2306, grad_norm: 2.9091 2020-10-24 08:57:22,632 - mmaction - INFO - Epoch [38][1680/1712] lr: 1.000e-02, eta: 1 day, 11:11:41, time: 1.079, data_time: 0.007, memory: 5822, loss_cls: 3.2344, loss: 3.2344, grad_norm: 2.9566 2020-10-24 08:57:45,166 - mmaction - INFO - Epoch [38][1700/1712] lr: 1.000e-02, eta: 1 day, 11:11:15, time: 1.128, data_time: 0.003, memory: 5822, loss_cls: 3.2532, loss: 3.2532, grad_norm: 2.9480 2020-10-24 08:58:39,120 - mmaction - INFO - Epoch [39][20/1712] lr: 1.000e-02, eta: 1 day, 11:10:39, time: 1.986, data_time: 1.401, memory: 5822, loss_cls: 3.2080, loss: 3.2080, grad_norm: 2.8604 2020-10-24 08:59:01,133 - mmaction - INFO - Epoch [39][40/1712] lr: 1.000e-02, eta: 1 day, 11:10:12, time: 1.102, data_time: 0.072, memory: 5822, loss_cls: 3.2084, loss: 3.2084, grad_norm: 2.8846 2020-10-24 08:59:23,672 - mmaction - INFO - Epoch [39][60/1712] lr: 1.000e-02, eta: 1 day, 11:09:46, time: 1.118, data_time: 0.004, memory: 5822, loss_cls: 3.2564, loss: 3.2564, grad_norm: 2.9058 2020-10-24 08:59:46,576 - mmaction - INFO - Epoch [39][80/1712] lr: 1.000e-02, eta: 1 day, 11:09:20, time: 1.147, data_time: 0.013, memory: 5822, loss_cls: 3.2010, loss: 3.2010, grad_norm: 2.9424 2020-10-24 09:00:08,846 - mmaction - INFO - Epoch [39][100/1712] lr: 1.000e-02, eta: 1 day, 11:08:54, time: 1.120, data_time: 0.010, memory: 5822, loss_cls: 3.2161, loss: 3.2161, grad_norm: 2.9219 2020-10-24 09:00:31,357 - mmaction - INFO - Epoch [39][120/1712] lr: 1.000e-02, eta: 1 day, 11:08:28, time: 1.122, data_time: 0.003, memory: 5822, loss_cls: 3.2105, loss: 3.2105, grad_norm: 2.9252 2020-10-24 09:00:53,932 - mmaction - INFO - Epoch [39][140/1712] lr: 1.000e-02, eta: 1 day, 11:08:02, time: 1.132, data_time: 0.016, memory: 5822, loss_cls: 3.2585, loss: 3.2585, grad_norm: 2.9062 2020-10-24 09:01:15,701 - mmaction - INFO - Epoch [39][160/1712] lr: 1.000e-02, eta: 1 day, 11:07:35, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 3.1519, loss: 3.1519, grad_norm: 2.8495 2020-10-24 09:01:38,269 - mmaction - INFO - Epoch [39][180/1712] lr: 1.000e-02, eta: 1 day, 11:07:09, time: 1.131, data_time: 0.005, memory: 5822, loss_cls: 3.2327, loss: 3.2327, grad_norm: 2.9288 2020-10-24 09:02:01,095 - mmaction - INFO - Epoch [39][200/1712] lr: 1.000e-02, eta: 1 day, 11:06:43, time: 1.127, data_time: 0.004, memory: 5822, loss_cls: 3.2263, loss: 3.2263, grad_norm: 2.9840 2020-10-24 09:02:23,608 - mmaction - INFO - Epoch [39][220/1712] lr: 1.000e-02, eta: 1 day, 11:06:17, time: 1.135, data_time: 0.017, memory: 5822, loss_cls: 3.2126, loss: 3.2126, grad_norm: 2.9201 2020-10-24 09:02:46,157 - mmaction - INFO - Epoch [39][240/1712] lr: 1.000e-02, eta: 1 day, 11:05:51, time: 1.126, data_time: 0.017, memory: 5822, loss_cls: 3.2094, loss: 3.2094, grad_norm: 2.9894 2020-10-24 09:03:08,420 - mmaction - INFO - Epoch [39][260/1712] lr: 1.000e-02, eta: 1 day, 11:05:25, time: 1.117, data_time: 0.011, memory: 5822, loss_cls: 3.2325, loss: 3.2325, grad_norm: 2.9757 2020-10-24 09:03:30,612 - mmaction - INFO - Epoch [39][280/1712] lr: 1.000e-02, eta: 1 day, 11:04:58, time: 1.108, data_time: 0.006, memory: 5822, loss_cls: 3.2416, loss: 3.2416, grad_norm: 2.9401 2020-10-24 09:03:51,919 - mmaction - INFO - Epoch [39][300/1712] lr: 1.000e-02, eta: 1 day, 11:04:30, time: 1.066, data_time: 0.008, memory: 5822, loss_cls: 3.1989, loss: 3.1989, grad_norm: 2.9591 2020-10-24 09:04:14,408 - mmaction - INFO - Epoch [39][320/1712] lr: 1.000e-02, eta: 1 day, 11:04:04, time: 1.122, data_time: 0.007, memory: 5822, loss_cls: 3.2210, loss: 3.2210, grad_norm: 2.8850 2020-10-24 09:04:37,052 - mmaction - INFO - Epoch [39][340/1712] lr: 1.000e-02, eta: 1 day, 11:03:38, time: 1.126, data_time: 0.008, memory: 5822, loss_cls: 3.2601, loss: 3.2601, grad_norm: 3.0018 2020-10-24 09:04:58,964 - mmaction - INFO - Epoch [39][360/1712] lr: 1.000e-02, eta: 1 day, 11:03:11, time: 1.108, data_time: 0.015, memory: 5822, loss_cls: 3.2079, loss: 3.2079, grad_norm: 2.9520 2020-10-24 09:05:21,886 - mmaction - INFO - Epoch [39][380/1712] lr: 1.000e-02, eta: 1 day, 11:02:46, time: 1.136, data_time: 0.002, memory: 5822, loss_cls: 3.1882, loss: 3.1882, grad_norm: 2.9524 2020-10-24 09:05:43,814 - mmaction - INFO - Epoch [39][400/1712] lr: 1.000e-02, eta: 1 day, 11:02:19, time: 1.107, data_time: 0.013, memory: 5822, loss_cls: 3.2240, loss: 3.2240, grad_norm: 2.9794 2020-10-24 09:06:05,833 - mmaction - INFO - Epoch [39][420/1712] lr: 1.000e-02, eta: 1 day, 11:01:52, time: 1.097, data_time: 0.001, memory: 5822, loss_cls: 3.2868, loss: 3.2868, grad_norm: 3.0698 2020-10-24 09:06:27,850 - mmaction - INFO - Epoch [39][440/1712] lr: 1.000e-02, eta: 1 day, 11:01:25, time: 1.100, data_time: 0.006, memory: 5822, loss_cls: 3.1956, loss: 3.1956, grad_norm: 2.9286 2020-10-24 09:06:49,971 - mmaction - INFO - Epoch [39][460/1712] lr: 1.000e-02, eta: 1 day, 11:00:59, time: 1.104, data_time: 0.008, memory: 5822, loss_cls: 3.2146, loss: 3.2146, grad_norm: 2.9063 2020-10-24 09:07:11,276 - mmaction - INFO - Epoch [39][480/1712] lr: 1.000e-02, eta: 1 day, 11:00:31, time: 1.064, data_time: 0.009, memory: 5822, loss_cls: 3.1927, loss: 3.1927, grad_norm: 2.9202 2020-10-24 09:07:33,203 - mmaction - INFO - Epoch [39][500/1712] lr: 1.000e-02, eta: 1 day, 11:00:04, time: 1.101, data_time: 0.014, memory: 5822, loss_cls: 3.2487, loss: 3.2487, grad_norm: 2.9308 2020-10-24 09:07:55,595 - mmaction - INFO - Epoch [39][520/1712] lr: 1.000e-02, eta: 1 day, 10:59:37, time: 1.118, data_time: 0.004, memory: 5822, loss_cls: 3.2051, loss: 3.2051, grad_norm: 2.9438 2020-10-24 09:08:17,797 - mmaction - INFO - Epoch [39][540/1712] lr: 1.000e-02, eta: 1 day, 10:59:11, time: 1.104, data_time: 0.006, memory: 5822, loss_cls: 3.2263, loss: 3.2263, grad_norm: 2.9597 2020-10-24 09:08:40,598 - mmaction - INFO - Epoch [39][560/1712] lr: 1.000e-02, eta: 1 day, 10:58:46, time: 1.150, data_time: 0.014, memory: 5822, loss_cls: 3.2030, loss: 3.2030, grad_norm: 2.8583 2020-10-24 09:09:02,714 - mmaction - INFO - Epoch [39][580/1712] lr: 1.000e-02, eta: 1 day, 10:58:19, time: 1.100, data_time: 0.002, memory: 5822, loss_cls: 3.2438, loss: 3.2438, grad_norm: 2.9560 2020-10-24 09:09:25,155 - mmaction - INFO - Epoch [39][600/1712] lr: 1.000e-02, eta: 1 day, 10:57:53, time: 1.128, data_time: 0.010, memory: 5822, loss_cls: 3.2358, loss: 3.2358, grad_norm: 2.9123 2020-10-24 09:09:47,672 - mmaction - INFO - Epoch [39][620/1712] lr: 1.000e-02, eta: 1 day, 10:57:26, time: 1.114, data_time: 0.004, memory: 5822, loss_cls: 3.2020, loss: 3.2020, grad_norm: 3.0074 2020-10-24 09:10:09,710 - mmaction - INFO - Epoch [39][640/1712] lr: 1.000e-02, eta: 1 day, 10:57:00, time: 1.110, data_time: 0.017, memory: 5822, loss_cls: 3.2785, loss: 3.2785, grad_norm: 2.9754 2020-10-24 09:10:31,984 - mmaction - INFO - Epoch [39][660/1712] lr: 1.000e-02, eta: 1 day, 10:56:33, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 3.1724, loss: 3.1724, grad_norm: 2.9854 2020-10-24 09:10:54,488 - mmaction - INFO - Epoch [39][680/1712] lr: 1.000e-02, eta: 1 day, 10:56:07, time: 1.130, data_time: 0.012, memory: 5822, loss_cls: 3.1975, loss: 3.1975, grad_norm: 2.8902 2020-10-24 09:11:16,887 - mmaction - INFO - Epoch [39][700/1712] lr: 1.000e-02, eta: 1 day, 10:55:41, time: 1.119, data_time: 0.007, memory: 5822, loss_cls: 3.2636, loss: 3.2636, grad_norm: 2.9551 2020-10-24 09:11:38,943 - mmaction - INFO - Epoch [39][720/1712] lr: 1.000e-02, eta: 1 day, 10:55:14, time: 1.097, data_time: 0.008, memory: 5822, loss_cls: 3.2049, loss: 3.2049, grad_norm: 2.9170 2020-10-24 09:12:01,200 - mmaction - INFO - Epoch [39][740/1712] lr: 1.000e-02, eta: 1 day, 10:54:48, time: 1.115, data_time: 0.013, memory: 5822, loss_cls: 3.2791, loss: 3.2791, grad_norm: 2.9957 2020-10-24 09:12:23,922 - mmaction - INFO - Epoch [39][760/1712] lr: 1.000e-02, eta: 1 day, 10:54:22, time: 1.135, data_time: 0.010, memory: 5822, loss_cls: 3.2050, loss: 3.2050, grad_norm: 2.8675 2020-10-24 09:12:45,978 - mmaction - INFO - Epoch [39][780/1712] lr: 1.000e-02, eta: 1 day, 10:53:56, time: 1.111, data_time: 0.012, memory: 5822, loss_cls: 3.1801, loss: 3.1801, grad_norm: 2.9205 2020-10-24 09:13:07,611 - mmaction - INFO - Epoch [39][800/1712] lr: 1.000e-02, eta: 1 day, 10:53:28, time: 1.081, data_time: 0.007, memory: 5822, loss_cls: 3.1782, loss: 3.1782, grad_norm: 2.8421 2020-10-24 09:13:30,258 - mmaction - INFO - Epoch [39][820/1712] lr: 1.000e-02, eta: 1 day, 10:53:02, time: 1.122, data_time: 0.005, memory: 5822, loss_cls: 3.1994, loss: 3.1994, grad_norm: 2.9459 2020-10-24 09:13:52,773 - mmaction - INFO - Epoch [39][840/1712] lr: 1.000e-02, eta: 1 day, 10:52:37, time: 1.137, data_time: 0.015, memory: 5822, loss_cls: 3.1688, loss: 3.1688, grad_norm: 2.8678 2020-10-24 09:14:15,576 - mmaction - INFO - Epoch [39][860/1712] lr: 1.000e-02, eta: 1 day, 10:52:11, time: 1.135, data_time: 0.005, memory: 5822, loss_cls: 3.2536, loss: 3.2536, grad_norm: 3.0368 2020-10-24 09:14:37,760 - mmaction - INFO - Epoch [39][880/1712] lr: 1.000e-02, eta: 1 day, 10:51:45, time: 1.114, data_time: 0.010, memory: 5822, loss_cls: 3.2119, loss: 3.2119, grad_norm: 2.8914 2020-10-24 09:15:00,462 - mmaction - INFO - Epoch [39][900/1712] lr: 1.000e-02, eta: 1 day, 10:51:19, time: 1.127, data_time: 0.006, memory: 5822, loss_cls: 3.2074, loss: 3.2074, grad_norm: 2.9031 2020-10-24 09:15:23,324 - mmaction - INFO - Epoch [39][920/1712] lr: 1.000e-02, eta: 1 day, 10:50:53, time: 1.144, data_time: 0.019, memory: 5822, loss_cls: 3.1705, loss: 3.1705, grad_norm: 2.9728 2020-10-24 09:15:45,095 - mmaction - INFO - Epoch [39][940/1712] lr: 1.000e-02, eta: 1 day, 10:50:26, time: 1.095, data_time: 0.010, memory: 5822, loss_cls: 3.1977, loss: 3.1977, grad_norm: 2.9917 2020-10-24 09:16:08,104 - mmaction - INFO - Epoch [39][960/1712] lr: 1.000e-02, eta: 1 day, 10:50:01, time: 1.143, data_time: 0.006, memory: 5822, loss_cls: 3.2579, loss: 3.2579, grad_norm: 3.0030 2020-10-24 09:16:30,935 - mmaction - INFO - Epoch [39][980/1712] lr: 1.000e-02, eta: 1 day, 10:49:36, time: 1.150, data_time: 0.012, memory: 5822, loss_cls: 3.2316, loss: 3.2316, grad_norm: 2.9249 2020-10-24 09:16:53,368 - mmaction - INFO - Epoch [39][1000/1712] lr: 1.000e-02, eta: 1 day, 10:49:10, time: 1.123, data_time: 0.004, memory: 5822, loss_cls: 3.2015, loss: 3.2015, grad_norm: 2.9440 2020-10-24 09:17:15,782 - mmaction - INFO - Epoch [39][1020/1712] lr: 1.000e-02, eta: 1 day, 10:48:44, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 3.2422, loss: 3.2422, grad_norm: 2.8938 2020-10-24 09:17:37,829 - mmaction - INFO - Epoch [39][1040/1712] lr: 1.000e-02, eta: 1 day, 10:48:17, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 3.1896, loss: 3.1896, grad_norm: 2.8594 2020-10-24 09:17:59,590 - mmaction - INFO - Epoch [39][1060/1712] lr: 1.000e-02, eta: 1 day, 10:47:50, time: 1.094, data_time: 0.010, memory: 5822, loss_cls: 3.1610, loss: 3.1610, grad_norm: 2.8742 2020-10-24 09:18:21,409 - mmaction - INFO - Epoch [39][1080/1712] lr: 1.000e-02, eta: 1 day, 10:47:23, time: 1.091, data_time: 0.002, memory: 5822, loss_cls: 3.2313, loss: 3.2313, grad_norm: 2.9390 2020-10-24 09:18:43,109 - mmaction - INFO - Epoch [39][1100/1712] lr: 1.000e-02, eta: 1 day, 10:46:56, time: 1.084, data_time: 0.001, memory: 5822, loss_cls: 3.1867, loss: 3.1867, grad_norm: 2.8673 2020-10-24 09:19:05,324 - mmaction - INFO - Epoch [39][1120/1712] lr: 1.000e-02, eta: 1 day, 10:46:29, time: 1.094, data_time: 0.004, memory: 5822, loss_cls: 3.2003, loss: 3.2003, grad_norm: 2.8203 2020-10-24 09:19:27,795 - mmaction - INFO - Epoch [39][1140/1712] lr: 1.000e-02, eta: 1 day, 10:46:03, time: 1.127, data_time: 0.019, memory: 5822, loss_cls: 3.1945, loss: 3.1945, grad_norm: 2.9475 2020-10-24 09:19:49,279 - mmaction - INFO - Epoch [39][1160/1712] lr: 1.000e-02, eta: 1 day, 10:45:35, time: 1.084, data_time: 0.015, memory: 5822, loss_cls: 3.2288, loss: 3.2288, grad_norm: 2.9286 2020-10-24 09:20:11,847 - mmaction - INFO - Epoch [39][1180/1712] lr: 1.000e-02, eta: 1 day, 10:45:10, time: 1.131, data_time: 0.007, memory: 5822, loss_cls: 3.2015, loss: 3.2015, grad_norm: 2.9259 2020-10-24 09:20:34,183 - mmaction - INFO - Epoch [39][1200/1712] lr: 1.000e-02, eta: 1 day, 10:44:43, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 3.2776, loss: 3.2776, grad_norm: 3.0256 2020-10-24 09:20:56,862 - mmaction - INFO - Epoch [39][1220/1712] lr: 1.000e-02, eta: 1 day, 10:44:18, time: 1.141, data_time: 0.013, memory: 5822, loss_cls: 3.2455, loss: 3.2455, grad_norm: 2.9742 2020-10-24 09:21:19,007 - mmaction - INFO - Epoch [39][1240/1712] lr: 1.000e-02, eta: 1 day, 10:43:51, time: 1.102, data_time: 0.003, memory: 5822, loss_cls: 3.2541, loss: 3.2541, grad_norm: 2.9351 2020-10-24 09:21:42,081 - mmaction - INFO - Epoch [39][1260/1712] lr: 1.000e-02, eta: 1 day, 10:43:26, time: 1.144, data_time: 0.008, memory: 5822, loss_cls: 3.2570, loss: 3.2570, grad_norm: 2.9537 2020-10-24 09:22:04,035 - mmaction - INFO - Epoch [39][1280/1712] lr: 1.000e-02, eta: 1 day, 10:42:59, time: 1.108, data_time: 0.018, memory: 5822, loss_cls: 3.3105, loss: 3.3105, grad_norm: 3.0320 2020-10-24 09:22:25,829 - mmaction - INFO - Epoch [39][1300/1712] lr: 1.000e-02, eta: 1 day, 10:42:32, time: 1.091, data_time: 0.008, memory: 5822, loss_cls: 3.2017, loss: 3.2017, grad_norm: 2.9185 2020-10-24 09:22:48,018 - mmaction - INFO - Epoch [39][1320/1712] lr: 1.000e-02, eta: 1 day, 10:42:06, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 3.2648, loss: 3.2648, grad_norm: 2.9812 2020-10-24 09:23:10,039 - mmaction - INFO - Epoch [39][1340/1712] lr: 1.000e-02, eta: 1 day, 10:41:39, time: 1.104, data_time: 0.006, memory: 5822, loss_cls: 3.2719, loss: 3.2719, grad_norm: 2.9440 2020-10-24 09:23:31,668 - mmaction - INFO - Epoch [39][1360/1712] lr: 1.000e-02, eta: 1 day, 10:41:12, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 3.2462, loss: 3.2462, grad_norm: 2.9211 2020-10-24 09:23:54,453 - mmaction - INFO - Epoch [39][1380/1712] lr: 1.000e-02, eta: 1 day, 10:40:46, time: 1.134, data_time: 0.006, memory: 5822, loss_cls: 3.2508, loss: 3.2508, grad_norm: 2.9295 2020-10-24 09:24:16,406 - mmaction - INFO - Epoch [39][1400/1712] lr: 1.000e-02, eta: 1 day, 10:40:19, time: 1.098, data_time: 0.009, memory: 5822, loss_cls: 3.2130, loss: 3.2130, grad_norm: 2.9267 2020-10-24 09:24:38,861 - mmaction - INFO - Epoch [39][1420/1712] lr: 1.000e-02, eta: 1 day, 10:39:54, time: 1.128, data_time: 0.008, memory: 5822, loss_cls: 3.2856, loss: 3.2856, grad_norm: 2.9604 2020-10-24 09:25:00,573 - mmaction - INFO - Epoch [39][1440/1712] lr: 1.000e-02, eta: 1 day, 10:39:26, time: 1.084, data_time: 0.007, memory: 5822, loss_cls: 3.2173, loss: 3.2173, grad_norm: 2.8787 2020-10-24 09:25:21,686 - mmaction - INFO - Epoch [39][1460/1712] lr: 1.000e-02, eta: 1 day, 10:38:58, time: 1.058, data_time: 0.004, memory: 5822, loss_cls: 3.3043, loss: 3.3043, grad_norm: 2.9704 2020-10-24 09:25:44,195 - mmaction - INFO - Epoch [39][1480/1712] lr: 1.000e-02, eta: 1 day, 10:38:32, time: 1.118, data_time: 0.002, memory: 5822, loss_cls: 3.2166, loss: 3.2166, grad_norm: 2.9778 2020-10-24 09:26:06,642 - mmaction - INFO - Epoch [39][1500/1712] lr: 1.000e-02, eta: 1 day, 10:38:06, time: 1.126, data_time: 0.009, memory: 5822, loss_cls: 3.2276, loss: 3.2276, grad_norm: 2.9563 2020-10-24 09:26:28,597 - mmaction - INFO - Epoch [39][1520/1712] lr: 1.000e-02, eta: 1 day, 10:37:39, time: 1.094, data_time: 0.005, memory: 5822, loss_cls: 3.2666, loss: 3.2666, grad_norm: 2.9245 2020-10-24 09:26:50,914 - mmaction - INFO - Epoch [39][1540/1712] lr: 1.000e-02, eta: 1 day, 10:37:13, time: 1.122, data_time: 0.010, memory: 5822, loss_cls: 3.2404, loss: 3.2404, grad_norm: 2.9389 2020-10-24 09:27:13,400 - mmaction - INFO - Epoch [39][1560/1712] lr: 1.000e-02, eta: 1 day, 10:36:47, time: 1.117, data_time: 0.004, memory: 5822, loss_cls: 3.1640, loss: 3.1640, grad_norm: 2.8895 2020-10-24 09:27:34,731 - mmaction - INFO - Epoch [39][1580/1712] lr: 1.000e-02, eta: 1 day, 10:36:20, time: 1.073, data_time: 0.011, memory: 5822, loss_cls: 3.2000, loss: 3.2000, grad_norm: 2.9232 2020-10-24 09:27:57,836 - mmaction - INFO - Epoch [39][1600/1712] lr: 1.000e-02, eta: 1 day, 10:35:55, time: 1.157, data_time: 0.006, memory: 5822, loss_cls: 3.2274, loss: 3.2274, grad_norm: 2.9594 2020-10-24 09:28:19,931 - mmaction - INFO - Epoch [39][1620/1712] lr: 1.000e-02, eta: 1 day, 10:35:28, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.1858, loss: 3.1858, grad_norm: 2.9605 2020-10-24 09:28:42,762 - mmaction - INFO - Epoch [39][1640/1712] lr: 1.000e-02, eta: 1 day, 10:35:03, time: 1.156, data_time: 0.019, memory: 5822, loss_cls: 3.2511, loss: 3.2511, grad_norm: 2.9735 2020-10-24 09:29:05,049 - mmaction - INFO - Epoch [39][1660/1712] lr: 1.000e-02, eta: 1 day, 10:34:37, time: 1.112, data_time: 0.001, memory: 5822, loss_cls: 3.2404, loss: 3.2404, grad_norm: 2.9307 2020-10-24 09:29:26,576 - mmaction - INFO - Epoch [39][1680/1712] lr: 1.000e-02, eta: 1 day, 10:34:09, time: 1.073, data_time: 0.009, memory: 5822, loss_cls: 3.1528, loss: 3.1528, grad_norm: 2.8394 2020-10-24 09:29:49,065 - mmaction - INFO - Epoch [39][1700/1712] lr: 1.000e-02, eta: 1 day, 10:33:43, time: 1.122, data_time: 0.008, memory: 5822, loss_cls: 3.2383, loss: 3.2383, grad_norm: 2.9392 2020-10-24 09:31:10,367 - mmaction - INFO - Epoch [40][20/1712] lr: 1.000e-02, eta: 1 day, 10:33:34, time: 2.850, data_time: 2.073, memory: 5822, loss_cls: 3.1817, loss: 3.1817, grad_norm: 2.9771 2020-10-24 09:31:32,276 - mmaction - INFO - Epoch [40][40/1712] lr: 1.000e-02, eta: 1 day, 10:33:08, time: 1.096, data_time: 0.018, memory: 5822, loss_cls: 3.2509, loss: 3.2509, grad_norm: 2.9313 2020-10-24 09:31:54,314 - mmaction - INFO - Epoch [40][60/1712] lr: 1.000e-02, eta: 1 day, 10:32:41, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 3.1986, loss: 3.1986, grad_norm: 2.8522 2020-10-24 09:32:16,223 - mmaction - INFO - Epoch [40][80/1712] lr: 1.000e-02, eta: 1 day, 10:32:14, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 3.1402, loss: 3.1402, grad_norm: 2.8604 2020-10-24 09:32:37,929 - mmaction - INFO - Epoch [40][100/1712] lr: 1.000e-02, eta: 1 day, 10:31:47, time: 1.092, data_time: 0.022, memory: 5822, loss_cls: 3.1876, loss: 3.1876, grad_norm: 2.8858 2020-10-24 09:33:00,029 - mmaction - INFO - Epoch [40][120/1712] lr: 1.000e-02, eta: 1 day, 10:31:20, time: 1.104, data_time: 0.001, memory: 5822, loss_cls: 3.2029, loss: 3.2029, grad_norm: 2.8932 2020-10-24 09:33:22,028 - mmaction - INFO - Epoch [40][140/1712] lr: 1.000e-02, eta: 1 day, 10:30:54, time: 1.096, data_time: 0.034, memory: 5822, loss_cls: 3.2383, loss: 3.2383, grad_norm: 2.9650 2020-10-24 09:33:43,858 - mmaction - INFO - Epoch [40][160/1712] lr: 1.000e-02, eta: 1 day, 10:30:27, time: 1.095, data_time: 0.134, memory: 5822, loss_cls: 3.2007, loss: 3.2007, grad_norm: 2.8943 2020-10-24 09:34:05,722 - mmaction - INFO - Epoch [40][180/1712] lr: 1.000e-02, eta: 1 day, 10:30:00, time: 1.093, data_time: 0.089, memory: 5822, loss_cls: 3.2407, loss: 3.2407, grad_norm: 2.9413 2020-10-24 09:34:27,780 - mmaction - INFO - Epoch [40][200/1712] lr: 1.000e-02, eta: 1 day, 10:29:33, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 3.1936, loss: 3.1936, grad_norm: 2.9233 2020-10-24 09:34:50,150 - mmaction - INFO - Epoch [40][220/1712] lr: 1.000e-02, eta: 1 day, 10:29:07, time: 1.115, data_time: 0.101, memory: 5822, loss_cls: 3.2428, loss: 3.2428, grad_norm: 2.9689 2020-10-24 09:35:11,744 - mmaction - INFO - Epoch [40][240/1712] lr: 1.000e-02, eta: 1 day, 10:28:40, time: 1.082, data_time: 0.040, memory: 5822, loss_cls: 3.1956, loss: 3.1956, grad_norm: 2.9191 2020-10-24 09:35:33,737 - mmaction - INFO - Epoch [40][260/1712] lr: 1.000e-02, eta: 1 day, 10:28:13, time: 1.092, data_time: 0.031, memory: 5822, loss_cls: 3.2181, loss: 3.2181, grad_norm: 2.9399 2020-10-24 09:35:56,540 - mmaction - INFO - Epoch [40][280/1712] lr: 1.000e-02, eta: 1 day, 10:27:48, time: 1.145, data_time: 0.274, memory: 5822, loss_cls: 3.1820, loss: 3.1820, grad_norm: 2.9069 2020-10-24 09:36:18,328 - mmaction - INFO - Epoch [40][300/1712] lr: 1.000e-02, eta: 1 day, 10:27:21, time: 1.088, data_time: 0.190, memory: 5822, loss_cls: 3.1806, loss: 3.1806, grad_norm: 2.9110 2020-10-24 09:36:40,253 - mmaction - INFO - Epoch [40][320/1712] lr: 1.000e-02, eta: 1 day, 10:26:54, time: 1.100, data_time: 0.174, memory: 5822, loss_cls: 3.1979, loss: 3.1979, grad_norm: 2.9539 2020-10-24 09:37:02,108 - mmaction - INFO - Epoch [40][340/1712] lr: 1.000e-02, eta: 1 day, 10:26:27, time: 1.092, data_time: 0.100, memory: 5822, loss_cls: 3.2282, loss: 3.2282, grad_norm: 2.9256 2020-10-24 09:37:23,823 - mmaction - INFO - Epoch [40][360/1712] lr: 1.000e-02, eta: 1 day, 10:26:00, time: 1.088, data_time: 0.012, memory: 5822, loss_cls: 3.2173, loss: 3.2173, grad_norm: 2.9553 2020-10-24 09:37:46,139 - mmaction - INFO - Epoch [40][380/1712] lr: 1.000e-02, eta: 1 day, 10:25:34, time: 1.114, data_time: 0.006, memory: 5822, loss_cls: 3.1932, loss: 3.1932, grad_norm: 2.9179 2020-10-24 09:38:07,478 - mmaction - INFO - Epoch [40][400/1712] lr: 1.000e-02, eta: 1 day, 10:25:06, time: 1.067, data_time: 0.004, memory: 5822, loss_cls: 3.2317, loss: 3.2317, grad_norm: 2.9184 2020-10-24 09:38:29,087 - mmaction - INFO - Epoch [40][420/1712] lr: 1.000e-02, eta: 1 day, 10:24:39, time: 1.075, data_time: 0.010, memory: 5822, loss_cls: 3.2128, loss: 3.2128, grad_norm: 2.9137 2020-10-24 09:38:50,766 - mmaction - INFO - Epoch [40][440/1712] lr: 1.000e-02, eta: 1 day, 10:24:12, time: 1.088, data_time: 0.011, memory: 5822, loss_cls: 3.2229, loss: 3.2229, grad_norm: 2.9232 2020-10-24 09:39:13,189 - mmaction - INFO - Epoch [40][460/1712] lr: 1.000e-02, eta: 1 day, 10:23:46, time: 1.119, data_time: 0.003, memory: 5822, loss_cls: 3.2262, loss: 3.2262, grad_norm: 2.9812 2020-10-24 09:39:34,617 - mmaction - INFO - Epoch [40][480/1712] lr: 1.000e-02, eta: 1 day, 10:23:18, time: 1.067, data_time: 0.008, memory: 5822, loss_cls: 3.2339, loss: 3.2339, grad_norm: 2.9124 2020-10-24 09:39:56,984 - mmaction - INFO - Epoch [40][500/1712] lr: 1.000e-02, eta: 1 day, 10:22:52, time: 1.117, data_time: 0.011, memory: 5822, loss_cls: 3.2310, loss: 3.2310, grad_norm: 2.9165 2020-10-24 09:40:19,086 - mmaction - INFO - Epoch [40][520/1712] lr: 1.000e-02, eta: 1 day, 10:22:26, time: 1.115, data_time: 0.014, memory: 5822, loss_cls: 3.2556, loss: 3.2556, grad_norm: 2.9825 2020-10-24 09:40:40,979 - mmaction - INFO - Epoch [40][540/1712] lr: 1.000e-02, eta: 1 day, 10:21:59, time: 1.087, data_time: 0.002, memory: 5822, loss_cls: 3.2035, loss: 3.2035, grad_norm: 2.9291 2020-10-24 09:41:02,904 - mmaction - INFO - Epoch [40][560/1712] lr: 1.000e-02, eta: 1 day, 10:21:32, time: 1.103, data_time: 0.012, memory: 5822, loss_cls: 3.2489, loss: 3.2489, grad_norm: 2.9568 2020-10-24 09:41:25,075 - mmaction - INFO - Epoch [40][580/1712] lr: 1.000e-02, eta: 1 day, 10:21:06, time: 1.105, data_time: 0.005, memory: 5822, loss_cls: 3.2767, loss: 3.2767, grad_norm: 2.9475 2020-10-24 09:41:46,967 - mmaction - INFO - Epoch [40][600/1712] lr: 1.000e-02, eta: 1 day, 10:20:39, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 3.2712, loss: 3.2712, grad_norm: 2.9440 2020-10-24 09:42:09,143 - mmaction - INFO - Epoch [40][620/1712] lr: 1.000e-02, eta: 1 day, 10:20:13, time: 1.111, data_time: 0.007, memory: 5822, loss_cls: 3.1895, loss: 3.1895, grad_norm: 2.8248 2020-10-24 09:42:31,144 - mmaction - INFO - Epoch [40][640/1712] lr: 1.000e-02, eta: 1 day, 10:19:46, time: 1.100, data_time: 0.002, memory: 5822, loss_cls: 3.2256, loss: 3.2256, grad_norm: 2.9725 2020-10-24 09:42:53,359 - mmaction - INFO - Epoch [40][660/1712] lr: 1.000e-02, eta: 1 day, 10:19:20, time: 1.110, data_time: 0.004, memory: 5822, loss_cls: 3.2565, loss: 3.2565, grad_norm: 2.9078 2020-10-24 09:43:15,108 - mmaction - INFO - Epoch [40][680/1712] lr: 1.000e-02, eta: 1 day, 10:18:53, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 3.2463, loss: 3.2463, grad_norm: 2.9620 2020-10-24 09:43:37,651 - mmaction - INFO - Epoch [40][700/1712] lr: 1.000e-02, eta: 1 day, 10:18:27, time: 1.130, data_time: 0.004, memory: 5822, loss_cls: 3.2067, loss: 3.2067, grad_norm: 2.9317 2020-10-24 09:43:59,570 - mmaction - INFO - Epoch [40][720/1712] lr: 1.000e-02, eta: 1 day, 10:18:00, time: 1.092, data_time: 0.001, memory: 5822, loss_cls: 3.2215, loss: 3.2215, grad_norm: 2.9038 2020-10-24 09:44:21,806 - mmaction - INFO - Epoch [40][740/1712] lr: 1.000e-02, eta: 1 day, 10:17:34, time: 1.108, data_time: 0.006, memory: 5822, loss_cls: 3.2526, loss: 3.2526, grad_norm: 2.9752 2020-10-24 09:44:44,042 - mmaction - INFO - Epoch [40][760/1712] lr: 1.000e-02, eta: 1 day, 10:17:08, time: 1.119, data_time: 0.011, memory: 5822, loss_cls: 3.2316, loss: 3.2316, grad_norm: 2.9364 2020-10-24 09:45:05,671 - mmaction - INFO - Epoch [40][780/1712] lr: 1.000e-02, eta: 1 day, 10:16:41, time: 1.076, data_time: 0.002, memory: 5822, loss_cls: 3.2092, loss: 3.2092, grad_norm: 2.9482 2020-10-24 09:45:27,651 - mmaction - INFO - Epoch [40][800/1712] lr: 1.000e-02, eta: 1 day, 10:16:14, time: 1.103, data_time: 0.007, memory: 5822, loss_cls: 3.2063, loss: 3.2063, grad_norm: 2.9326 2020-10-24 09:45:49,503 - mmaction - INFO - Epoch [40][820/1712] lr: 1.000e-02, eta: 1 day, 10:15:47, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 3.2191, loss: 3.2191, grad_norm: 2.9251 2020-10-24 09:46:12,129 - mmaction - INFO - Epoch [40][840/1712] lr: 1.000e-02, eta: 1 day, 10:15:22, time: 1.135, data_time: 0.009, memory: 5822, loss_cls: 3.2147, loss: 3.2147, grad_norm: 2.9744 2020-10-24 09:46:33,651 - mmaction - INFO - Epoch [40][860/1712] lr: 1.000e-02, eta: 1 day, 10:14:54, time: 1.074, data_time: 0.002, memory: 5822, loss_cls: 3.2047, loss: 3.2047, grad_norm: 2.9149 2020-10-24 09:46:55,321 - mmaction - INFO - Epoch [40][880/1712] lr: 1.000e-02, eta: 1 day, 10:14:27, time: 1.075, data_time: 0.004, memory: 5822, loss_cls: 3.2407, loss: 3.2407, grad_norm: 2.9721 2020-10-24 09:47:17,074 - mmaction - INFO - Epoch [40][900/1712] lr: 1.000e-02, eta: 1 day, 10:14:00, time: 1.094, data_time: 0.013, memory: 5822, loss_cls: 3.1720, loss: 3.1720, grad_norm: 2.8716 2020-10-24 09:47:39,537 - mmaction - INFO - Epoch [40][920/1712] lr: 1.000e-02, eta: 1 day, 10:13:35, time: 1.128, data_time: 0.006, memory: 5822, loss_cls: 3.1842, loss: 3.1842, grad_norm: 2.9284 2020-10-24 09:48:01,352 - mmaction - INFO - Epoch [40][940/1712] lr: 1.000e-02, eta: 1 day, 10:13:07, time: 1.079, data_time: 0.004, memory: 5822, loss_cls: 3.2676, loss: 3.2676, grad_norm: 3.0110 2020-10-24 09:48:23,901 - mmaction - INFO - Epoch [40][960/1712] lr: 1.000e-02, eta: 1 day, 10:12:42, time: 1.139, data_time: 0.014, memory: 5822, loss_cls: 3.2264, loss: 3.2264, grad_norm: 2.9661 2020-10-24 09:48:45,894 - mmaction - INFO - Epoch [40][980/1712] lr: 1.000e-02, eta: 1 day, 10:12:15, time: 1.099, data_time: 0.003, memory: 5822, loss_cls: 3.2197, loss: 3.2197, grad_norm: 2.9346 2020-10-24 09:49:08,196 - mmaction - INFO - Epoch [40][1000/1712] lr: 1.000e-02, eta: 1 day, 10:11:49, time: 1.115, data_time: 0.003, memory: 5822, loss_cls: 3.1554, loss: 3.1554, grad_norm: 2.8674 2020-10-24 09:49:29,968 - mmaction - INFO - Epoch [40][1020/1712] lr: 1.000e-02, eta: 1 day, 10:11:22, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 3.2305, loss: 3.2305, grad_norm: 2.9313 2020-10-24 09:49:51,743 - mmaction - INFO - Epoch [40][1040/1712] lr: 1.000e-02, eta: 1 day, 10:10:56, time: 1.088, data_time: 0.001, memory: 5822, loss_cls: 3.2563, loss: 3.2563, grad_norm: 2.9835 2020-10-24 09:50:13,753 - mmaction - INFO - Epoch [40][1060/1712] lr: 1.000e-02, eta: 1 day, 10:10:29, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 3.2207, loss: 3.2207, grad_norm: 2.8707 2020-10-24 09:50:36,179 - mmaction - INFO - Epoch [40][1080/1712] lr: 1.000e-02, eta: 1 day, 10:10:03, time: 1.121, data_time: 0.002, memory: 5822, loss_cls: 3.2535, loss: 3.2535, grad_norm: 3.0000 2020-10-24 09:50:58,576 - mmaction - INFO - Epoch [40][1100/1712] lr: 1.000e-02, eta: 1 day, 10:09:37, time: 1.118, data_time: 0.002, memory: 5822, loss_cls: 3.2641, loss: 3.2641, grad_norm: 3.0834 2020-10-24 09:51:20,439 - mmaction - INFO - Epoch [40][1120/1712] lr: 1.000e-02, eta: 1 day, 10:09:10, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 3.1912, loss: 3.1912, grad_norm: 2.9248 2020-10-24 09:51:42,316 - mmaction - INFO - Epoch [40][1140/1712] lr: 1.000e-02, eta: 1 day, 10:08:44, time: 1.091, data_time: 0.002, memory: 5822, loss_cls: 3.2364, loss: 3.2364, grad_norm: 2.9562 2020-10-24 09:52:04,184 - mmaction - INFO - Epoch [40][1160/1712] lr: 1.000e-02, eta: 1 day, 10:08:17, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 3.2460, loss: 3.2460, grad_norm: 2.9876 2020-10-24 09:52:26,118 - mmaction - INFO - Epoch [40][1180/1712] lr: 1.000e-02, eta: 1 day, 10:07:50, time: 1.095, data_time: 0.002, memory: 5822, loss_cls: 3.2326, loss: 3.2326, grad_norm: 2.8890 2020-10-24 09:52:48,064 - mmaction - INFO - Epoch [40][1200/1712] lr: 1.000e-02, eta: 1 day, 10:07:24, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 3.1824, loss: 3.1824, grad_norm: 2.8752 2020-10-24 09:53:09,989 - mmaction - INFO - Epoch [40][1220/1712] lr: 1.000e-02, eta: 1 day, 10:06:57, time: 1.096, data_time: 0.002, memory: 5822, loss_cls: 3.2203, loss: 3.2203, grad_norm: 2.8804 2020-10-24 09:53:31,934 - mmaction - INFO - Epoch [40][1240/1712] lr: 1.000e-02, eta: 1 day, 10:06:30, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 3.2180, loss: 3.2180, grad_norm: 3.0013 2020-10-24 09:53:54,141 - mmaction - INFO - Epoch [40][1260/1712] lr: 1.000e-02, eta: 1 day, 10:06:04, time: 1.106, data_time: 0.002, memory: 5822, loss_cls: 3.2767, loss: 3.2767, grad_norm: 2.9010 2020-10-24 09:54:16,103 - mmaction - INFO - Epoch [40][1280/1712] lr: 1.000e-02, eta: 1 day, 10:05:38, time: 1.101, data_time: 0.011, memory: 5822, loss_cls: 3.1817, loss: 3.1817, grad_norm: 2.9024 2020-10-24 09:54:38,071 - mmaction - INFO - Epoch [40][1300/1712] lr: 1.000e-02, eta: 1 day, 10:05:11, time: 1.096, data_time: 0.009, memory: 5822, loss_cls: 3.2484, loss: 3.2484, grad_norm: 2.9882 2020-10-24 09:54:59,683 - mmaction - INFO - Epoch [40][1320/1712] lr: 1.000e-02, eta: 1 day, 10:04:44, time: 1.084, data_time: 0.007, memory: 5822, loss_cls: 3.2011, loss: 3.2011, grad_norm: 2.9410 2020-10-24 09:55:21,926 - mmaction - INFO - Epoch [40][1340/1712] lr: 1.000e-02, eta: 1 day, 10:04:18, time: 1.109, data_time: 0.003, memory: 5822, loss_cls: 3.2628, loss: 3.2628, grad_norm: 2.9241 2020-10-24 09:55:44,213 - mmaction - INFO - Epoch [40][1360/1712] lr: 1.000e-02, eta: 1 day, 10:03:52, time: 1.118, data_time: 0.008, memory: 5822, loss_cls: 3.1614, loss: 3.1614, grad_norm: 2.9722 2020-10-24 09:56:05,873 - mmaction - INFO - Epoch [40][1380/1712] lr: 1.000e-02, eta: 1 day, 10:03:25, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.2536, loss: 3.2536, grad_norm: 2.9826 2020-10-24 09:56:26,947 - mmaction - INFO - Epoch [40][1400/1712] lr: 1.000e-02, eta: 1 day, 10:02:57, time: 1.051, data_time: 0.002, memory: 5822, loss_cls: 3.2510, loss: 3.2510, grad_norm: 2.9238 2020-10-24 09:56:48,861 - mmaction - INFO - Epoch [40][1420/1712] lr: 1.000e-02, eta: 1 day, 10:02:30, time: 1.094, data_time: 0.011, memory: 5822, loss_cls: 3.2119, loss: 3.2119, grad_norm: 2.9822 2020-10-24 09:57:10,924 - mmaction - INFO - Epoch [40][1440/1712] lr: 1.000e-02, eta: 1 day, 10:02:04, time: 1.108, data_time: 0.008, memory: 5822, loss_cls: 3.2481, loss: 3.2481, grad_norm: 2.9443 2020-10-24 09:57:32,633 - mmaction - INFO - Epoch [40][1460/1712] lr: 1.000e-02, eta: 1 day, 10:01:37, time: 1.085, data_time: 0.007, memory: 5822, loss_cls: 3.2058, loss: 3.2058, grad_norm: 2.9012 2020-10-24 09:57:54,417 - mmaction - INFO - Epoch [40][1480/1712] lr: 1.000e-02, eta: 1 day, 10:01:10, time: 1.089, data_time: 0.001, memory: 5822, loss_cls: 3.2033, loss: 3.2033, grad_norm: 2.9562 2020-10-24 09:58:16,311 - mmaction - INFO - Epoch [40][1500/1712] lr: 1.000e-02, eta: 1 day, 10:00:43, time: 1.085, data_time: 0.007, memory: 5822, loss_cls: 3.2156, loss: 3.2156, grad_norm: 2.9419 2020-10-24 09:58:38,526 - mmaction - INFO - Epoch [40][1520/1712] lr: 1.000e-02, eta: 1 day, 10:00:17, time: 1.118, data_time: 0.012, memory: 5822, loss_cls: 3.1841, loss: 3.1841, grad_norm: 2.9189 2020-10-24 09:58:59,943 - mmaction - INFO - Epoch [40][1540/1712] lr: 1.000e-02, eta: 1 day, 9:59:50, time: 1.064, data_time: 0.007, memory: 5822, loss_cls: 3.2283, loss: 3.2283, grad_norm: 2.9103 2020-10-24 09:59:22,209 - mmaction - INFO - Epoch [40][1560/1712] lr: 1.000e-02, eta: 1 day, 9:59:24, time: 1.119, data_time: 0.012, memory: 5822, loss_cls: 3.1865, loss: 3.1865, grad_norm: 2.9511 2020-10-24 09:59:44,307 - mmaction - INFO - Epoch [40][1580/1712] lr: 1.000e-02, eta: 1 day, 9:58:57, time: 1.100, data_time: 0.006, memory: 5822, loss_cls: 3.1922, loss: 3.1922, grad_norm: 2.9757 2020-10-24 10:00:06,596 - mmaction - INFO - Epoch [40][1600/1712] lr: 1.000e-02, eta: 1 day, 9:58:31, time: 1.124, data_time: 0.012, memory: 5822, loss_cls: 3.2448, loss: 3.2448, grad_norm: 2.9775 2020-10-24 10:00:28,796 - mmaction - INFO - Epoch [40][1620/1712] lr: 1.000e-02, eta: 1 day, 9:58:05, time: 1.101, data_time: 0.002, memory: 5822, loss_cls: 3.2521, loss: 3.2521, grad_norm: 2.9279 2020-10-24 10:00:51,072 - mmaction - INFO - Epoch [40][1640/1712] lr: 1.000e-02, eta: 1 day, 9:57:39, time: 1.123, data_time: 0.010, memory: 5822, loss_cls: 3.2288, loss: 3.2288, grad_norm: 2.9964 2020-10-24 10:01:13,098 - mmaction - INFO - Epoch [40][1660/1712] lr: 1.000e-02, eta: 1 day, 9:57:13, time: 1.101, data_time: 0.008, memory: 5822, loss_cls: 3.1798, loss: 3.1798, grad_norm: 2.8742 2020-10-24 10:01:35,437 - mmaction - INFO - Epoch [40][1680/1712] lr: 1.000e-02, eta: 1 day, 9:56:47, time: 1.117, data_time: 0.005, memory: 5822, loss_cls: 3.2279, loss: 3.2279, grad_norm: 2.9444 2020-10-24 10:01:56,885 - mmaction - INFO - Epoch [40][1700/1712] lr: 1.000e-02, eta: 1 day, 9:56:19, time: 1.073, data_time: 0.002, memory: 5822, loss_cls: 3.2706, loss: 3.2706, grad_norm: 2.9894 2020-10-24 10:02:11,855 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-24 10:05:19,477 - mmaction - INFO - Epoch [41][20/1712] lr: 1.000e-03, eta: 1 day, 9:55:31, time: 1.560, data_time: 1.013, memory: 5822, loss_cls: 3.1623, loss: 3.1623, grad_norm: 2.8244 2020-10-24 10:05:41,424 - mmaction - INFO - Epoch [41][40/1712] lr: 1.000e-03, eta: 1 day, 9:55:05, time: 1.099, data_time: 0.485, memory: 5822, loss_cls: 3.1695, loss: 3.1695, grad_norm: 2.8433 2020-10-24 10:06:03,935 - mmaction - INFO - Epoch [41][60/1712] lr: 1.000e-03, eta: 1 day, 9:54:39, time: 1.124, data_time: 0.145, memory: 5822, loss_cls: 3.1681, loss: 3.1681, grad_norm: 2.7706 2020-10-24 10:06:26,361 - mmaction - INFO - Epoch [41][80/1712] lr: 1.000e-03, eta: 1 day, 9:54:13, time: 1.117, data_time: 0.008, memory: 5822, loss_cls: 3.1779, loss: 3.1779, grad_norm: 2.8461 2020-10-24 10:06:48,541 - mmaction - INFO - Epoch [41][100/1712] lr: 1.000e-03, eta: 1 day, 9:53:47, time: 1.115, data_time: 0.011, memory: 5822, loss_cls: 3.1582, loss: 3.1582, grad_norm: 2.7559 2020-10-24 10:07:10,631 - mmaction - INFO - Epoch [41][120/1712] lr: 1.000e-03, eta: 1 day, 9:53:21, time: 1.104, data_time: 0.006, memory: 5822, loss_cls: 3.1124, loss: 3.1124, grad_norm: 2.7876 2020-10-24 10:07:33,042 - mmaction - INFO - Epoch [41][140/1712] lr: 1.000e-03, eta: 1 day, 9:52:55, time: 1.114, data_time: 0.006, memory: 5822, loss_cls: 3.2065, loss: 3.2065, grad_norm: 2.8645 2020-10-24 10:07:55,071 - mmaction - INFO - Epoch [41][160/1712] lr: 1.000e-03, eta: 1 day, 9:52:28, time: 1.109, data_time: 0.017, memory: 5822, loss_cls: 3.0976, loss: 3.0976, grad_norm: 2.7256 2020-10-24 10:08:16,712 - mmaction - INFO - Epoch [41][180/1712] lr: 1.000e-03, eta: 1 day, 9:52:01, time: 1.077, data_time: 0.006, memory: 5822, loss_cls: 3.1316, loss: 3.1316, grad_norm: 2.7975 2020-10-24 10:08:37,896 - mmaction - INFO - Epoch [41][200/1712] lr: 1.000e-03, eta: 1 day, 9:51:34, time: 1.057, data_time: 0.009, memory: 5822, loss_cls: 3.0810, loss: 3.0810, grad_norm: 2.7106 2020-10-24 10:08:59,518 - mmaction - INFO - Epoch [41][220/1712] lr: 1.000e-03, eta: 1 day, 9:51:07, time: 1.084, data_time: 0.016, memory: 5822, loss_cls: 3.2018, loss: 3.2018, grad_norm: 2.8113 2020-10-24 10:09:21,682 - mmaction - INFO - Epoch [41][240/1712] lr: 1.000e-03, eta: 1 day, 9:50:40, time: 1.107, data_time: 0.010, memory: 5822, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.7819 2020-10-24 10:09:43,314 - mmaction - INFO - Epoch [41][260/1712] lr: 1.000e-03, eta: 1 day, 9:50:14, time: 1.084, data_time: 0.009, memory: 5822, loss_cls: 3.1037, loss: 3.1037, grad_norm: 2.7794 2020-10-24 10:10:04,852 - mmaction - INFO - Epoch [41][280/1712] lr: 1.000e-03, eta: 1 day, 9:49:46, time: 1.075, data_time: 0.007, memory: 5822, loss_cls: 3.1441, loss: 3.1441, grad_norm: 2.7765 2020-10-24 10:10:26,344 - mmaction - INFO - Epoch [41][300/1712] lr: 1.000e-03, eta: 1 day, 9:49:19, time: 1.074, data_time: 0.008, memory: 5822, loss_cls: 3.0946, loss: 3.0946, grad_norm: 2.7311 2020-10-24 10:10:49,093 - mmaction - INFO - Epoch [41][320/1712] lr: 1.000e-03, eta: 1 day, 9:48:54, time: 1.144, data_time: 0.011, memory: 5822, loss_cls: 3.1698, loss: 3.1698, grad_norm: 2.8336 2020-10-24 10:11:11,103 - mmaction - INFO - Epoch [41][340/1712] lr: 1.000e-03, eta: 1 day, 9:48:28, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.1777, loss: 3.1777, grad_norm: 2.7780 2020-10-24 10:11:33,404 - mmaction - INFO - Epoch [41][360/1712] lr: 1.000e-03, eta: 1 day, 9:48:01, time: 1.108, data_time: 0.002, memory: 5822, loss_cls: 3.1464, loss: 3.1464, grad_norm: 2.8389 2020-10-24 10:11:55,504 - mmaction - INFO - Epoch [41][380/1712] lr: 1.000e-03, eta: 1 day, 9:47:35, time: 1.112, data_time: 0.011, memory: 5822, loss_cls: 3.0973, loss: 3.0973, grad_norm: 2.7891 2020-10-24 10:12:16,813 - mmaction - INFO - Epoch [41][400/1712] lr: 1.000e-03, eta: 1 day, 9:47:08, time: 1.066, data_time: 0.003, memory: 5822, loss_cls: 3.1024, loss: 3.1024, grad_norm: 2.8283 2020-10-24 10:12:39,044 - mmaction - INFO - Epoch [41][420/1712] lr: 1.000e-03, eta: 1 day, 9:46:42, time: 1.106, data_time: 0.003, memory: 5822, loss_cls: 3.1005, loss: 3.1005, grad_norm: 2.7695 2020-10-24 10:13:00,698 - mmaction - INFO - Epoch [41][440/1712] lr: 1.000e-03, eta: 1 day, 9:46:15, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 3.1251, loss: 3.1251, grad_norm: 2.8013 2020-10-24 10:13:22,911 - mmaction - INFO - Epoch [41][460/1712] lr: 1.000e-03, eta: 1 day, 9:45:49, time: 1.100, data_time: 0.005, memory: 5822, loss_cls: 3.1123, loss: 3.1123, grad_norm: 2.7756 2020-10-24 10:13:45,202 - mmaction - INFO - Epoch [41][480/1712] lr: 1.000e-03, eta: 1 day, 9:45:23, time: 1.126, data_time: 0.013, memory: 5822, loss_cls: 3.0660, loss: 3.0660, grad_norm: 2.7506 2020-10-24 10:14:07,560 - mmaction - INFO - Epoch [41][500/1712] lr: 1.000e-03, eta: 1 day, 9:44:57, time: 1.118, data_time: 0.001, memory: 5822, loss_cls: 3.1044, loss: 3.1044, grad_norm: 2.7897 2020-10-24 10:14:29,793 - mmaction - INFO - Epoch [41][520/1712] lr: 1.000e-03, eta: 1 day, 9:44:31, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 3.0810, loss: 3.0810, grad_norm: 2.8169 2020-10-24 10:14:51,467 - mmaction - INFO - Epoch [41][540/1712] lr: 1.000e-03, eta: 1 day, 9:44:04, time: 1.083, data_time: 0.006, memory: 5822, loss_cls: 3.1313, loss: 3.1313, grad_norm: 2.7871 2020-10-24 10:15:13,262 - mmaction - INFO - Epoch [41][560/1712] lr: 1.000e-03, eta: 1 day, 9:43:37, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 3.1200, loss: 3.1200, grad_norm: 2.7966 2020-10-24 10:15:35,527 - mmaction - INFO - Epoch [41][580/1712] lr: 1.000e-03, eta: 1 day, 9:43:11, time: 1.120, data_time: 0.010, memory: 5822, loss_cls: 3.0917, loss: 3.0917, grad_norm: 2.8338 2020-10-24 10:15:57,555 - mmaction - INFO - Epoch [41][600/1712] lr: 1.000e-03, eta: 1 day, 9:42:45, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 3.1166, loss: 3.1166, grad_norm: 2.8480 2020-10-24 10:16:19,415 - mmaction - INFO - Epoch [41][620/1712] lr: 1.000e-03, eta: 1 day, 9:42:18, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 3.1362, loss: 3.1362, grad_norm: 2.7834 2020-10-24 10:16:41,604 - mmaction - INFO - Epoch [41][640/1712] lr: 1.000e-03, eta: 1 day, 9:41:52, time: 1.114, data_time: 0.010, memory: 5822, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.8458 2020-10-24 10:17:03,167 - mmaction - INFO - Epoch [41][660/1712] lr: 1.000e-03, eta: 1 day, 9:41:25, time: 1.077, data_time: 0.005, memory: 5822, loss_cls: 3.1677, loss: 3.1677, grad_norm: 2.8497 2020-10-24 10:17:25,173 - mmaction - INFO - Epoch [41][680/1712] lr: 1.000e-03, eta: 1 day, 9:40:59, time: 1.104, data_time: 0.007, memory: 5822, loss_cls: 3.1432, loss: 3.1432, grad_norm: 2.8519 2020-10-24 10:17:47,262 - mmaction - INFO - Epoch [41][700/1712] lr: 1.000e-03, eta: 1 day, 9:40:33, time: 1.099, data_time: 0.002, memory: 5822, loss_cls: 3.1178, loss: 3.1178, grad_norm: 2.8221 2020-10-24 10:18:08,637 - mmaction - INFO - Epoch [41][720/1712] lr: 1.000e-03, eta: 1 day, 9:40:05, time: 1.073, data_time: 0.011, memory: 5822, loss_cls: 3.0800, loss: 3.0800, grad_norm: 2.8184 2020-10-24 10:18:30,603 - mmaction - INFO - Epoch [41][740/1712] lr: 1.000e-03, eta: 1 day, 9:39:39, time: 1.101, data_time: 0.006, memory: 5822, loss_cls: 3.1294, loss: 3.1294, grad_norm: 2.8490 2020-10-24 10:18:52,798 - mmaction - INFO - Epoch [41][760/1712] lr: 1.000e-03, eta: 1 day, 9:39:13, time: 1.109, data_time: 0.002, memory: 5822, loss_cls: 3.0852, loss: 3.0852, grad_norm: 2.7583 2020-10-24 10:19:14,504 - mmaction - INFO - Epoch [41][780/1712] lr: 1.000e-03, eta: 1 day, 9:38:46, time: 1.084, data_time: 0.008, memory: 5822, loss_cls: 3.1183, loss: 3.1183, grad_norm: 2.7904 2020-10-24 10:19:36,560 - mmaction - INFO - Epoch [41][800/1712] lr: 1.000e-03, eta: 1 day, 9:38:20, time: 1.102, data_time: 0.003, memory: 5822, loss_cls: 3.1397, loss: 3.1397, grad_norm: 2.8226 2020-10-24 10:19:58,373 - mmaction - INFO - Epoch [41][820/1712] lr: 1.000e-03, eta: 1 day, 9:37:53, time: 1.092, data_time: 0.003, memory: 5822, loss_cls: 3.0764, loss: 3.0764, grad_norm: 2.8203 2020-10-24 10:20:20,254 - mmaction - INFO - Epoch [41][840/1712] lr: 1.000e-03, eta: 1 day, 9:37:27, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 3.1097, loss: 3.1097, grad_norm: 2.8229 2020-10-24 10:20:42,357 - mmaction - INFO - Epoch [41][860/1712] lr: 1.000e-03, eta: 1 day, 9:37:01, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 3.1274, loss: 3.1274, grad_norm: 2.8392 2020-10-24 10:21:04,597 - mmaction - INFO - Epoch [41][880/1712] lr: 1.000e-03, eta: 1 day, 9:36:35, time: 1.113, data_time: 0.002, memory: 5822, loss_cls: 3.1659, loss: 3.1659, grad_norm: 2.8203 2020-10-24 10:21:26,696 - mmaction - INFO - Epoch [41][900/1712] lr: 1.000e-03, eta: 1 day, 9:36:08, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.7927 2020-10-24 10:21:49,194 - mmaction - INFO - Epoch [41][920/1712] lr: 1.000e-03, eta: 1 day, 9:35:43, time: 1.129, data_time: 0.006, memory: 5822, loss_cls: 3.1729, loss: 3.1729, grad_norm: 2.8299 2020-10-24 10:22:11,748 - mmaction - INFO - Epoch [41][940/1712] lr: 1.000e-03, eta: 1 day, 9:35:17, time: 1.122, data_time: 0.003, memory: 5822, loss_cls: 3.0808, loss: 3.0808, grad_norm: 2.8158 2020-10-24 10:22:33,629 - mmaction - INFO - Epoch [41][960/1712] lr: 1.000e-03, eta: 1 day, 9:34:51, time: 1.101, data_time: 0.011, memory: 5822, loss_cls: 3.1012, loss: 3.1012, grad_norm: 2.7956 2020-10-24 10:22:55,687 - mmaction - INFO - Epoch [41][980/1712] lr: 1.000e-03, eta: 1 day, 9:34:24, time: 1.094, data_time: 0.004, memory: 5822, loss_cls: 3.0964, loss: 3.0964, grad_norm: 2.8095 2020-10-24 10:23:17,776 - mmaction - INFO - Epoch [41][1000/1712] lr: 1.000e-03, eta: 1 day, 9:33:58, time: 1.112, data_time: 0.012, memory: 5822, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.7966 2020-10-24 10:23:39,734 - mmaction - INFO - Epoch [41][1020/1712] lr: 1.000e-03, eta: 1 day, 9:33:32, time: 1.099, data_time: 0.003, memory: 5822, loss_cls: 3.1625, loss: 3.1625, grad_norm: 2.8809 2020-10-24 10:24:01,362 - mmaction - INFO - Epoch [41][1040/1712] lr: 1.000e-03, eta: 1 day, 9:33:05, time: 1.081, data_time: 0.009, memory: 5822, loss_cls: 3.0644, loss: 3.0644, grad_norm: 2.7944 2020-10-24 10:24:23,506 - mmaction - INFO - Epoch [41][1060/1712] lr: 1.000e-03, eta: 1 day, 9:32:39, time: 1.100, data_time: 0.004, memory: 5822, loss_cls: 3.0694, loss: 3.0694, grad_norm: 2.8047 2020-10-24 10:24:45,048 - mmaction - INFO - Epoch [41][1080/1712] lr: 1.000e-03, eta: 1 day, 9:32:12, time: 1.077, data_time: 0.011, memory: 5822, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.8034 2020-10-24 10:25:07,139 - mmaction - INFO - Epoch [41][1100/1712] lr: 1.000e-03, eta: 1 day, 9:31:46, time: 1.112, data_time: 0.011, memory: 5822, loss_cls: 3.1235, loss: 3.1235, grad_norm: 2.7790 2020-10-24 10:25:29,466 - mmaction - INFO - Epoch [41][1120/1712] lr: 1.000e-03, eta: 1 day, 9:31:20, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 3.1508, loss: 3.1508, grad_norm: 2.8514 2020-10-24 10:25:51,113 - mmaction - INFO - Epoch [41][1140/1712] lr: 1.000e-03, eta: 1 day, 9:30:53, time: 1.079, data_time: 0.011, memory: 5822, loss_cls: 3.0766, loss: 3.0766, grad_norm: 2.7691 2020-10-24 10:26:12,708 - mmaction - INFO - Epoch [41][1160/1712] lr: 1.000e-03, eta: 1 day, 9:30:26, time: 1.083, data_time: 0.013, memory: 5822, loss_cls: 3.0552, loss: 3.0552, grad_norm: 2.7933 2020-10-24 10:26:34,745 - mmaction - INFO - Epoch [41][1180/1712] lr: 1.000e-03, eta: 1 day, 9:30:00, time: 1.108, data_time: 0.009, memory: 5822, loss_cls: 3.1120, loss: 3.1120, grad_norm: 2.8509 2020-10-24 10:26:55,834 - mmaction - INFO - Epoch [41][1200/1712] lr: 1.000e-03, eta: 1 day, 9:29:32, time: 1.049, data_time: 0.001, memory: 5822, loss_cls: 3.0853, loss: 3.0853, grad_norm: 2.8038 2020-10-24 10:27:17,477 - mmaction - INFO - Epoch [41][1220/1712] lr: 1.000e-03, eta: 1 day, 9:29:05, time: 1.085, data_time: 0.008, memory: 5822, loss_cls: 3.0921, loss: 3.0921, grad_norm: 2.8677 2020-10-24 10:27:39,764 - mmaction - INFO - Epoch [41][1240/1712] lr: 1.000e-03, eta: 1 day, 9:28:39, time: 1.112, data_time: 0.007, memory: 5822, loss_cls: 3.0999, loss: 3.0999, grad_norm: 2.8748 2020-10-24 10:28:01,015 - mmaction - INFO - Epoch [41][1260/1712] lr: 1.000e-03, eta: 1 day, 9:28:12, time: 1.063, data_time: 0.011, memory: 5822, loss_cls: 3.1359, loss: 3.1359, grad_norm: 2.8950 2020-10-24 10:28:23,573 - mmaction - INFO - Epoch [41][1280/1712] lr: 1.000e-03, eta: 1 day, 9:27:47, time: 1.132, data_time: 0.007, memory: 5822, loss_cls: 3.0978, loss: 3.0978, grad_norm: 2.8629 2020-10-24 10:28:45,041 - mmaction - INFO - Epoch [41][1300/1712] lr: 1.000e-03, eta: 1 day, 9:27:19, time: 1.073, data_time: 0.008, memory: 5822, loss_cls: 3.1278, loss: 3.1278, grad_norm: 2.9071 2020-10-24 10:29:06,685 - mmaction - INFO - Epoch [41][1320/1712] lr: 1.000e-03, eta: 1 day, 9:26:53, time: 1.081, data_time: 0.005, memory: 5822, loss_cls: 3.1044, loss: 3.1044, grad_norm: 2.8287 2020-10-24 10:29:28,651 - mmaction - INFO - Epoch [41][1340/1712] lr: 1.000e-03, eta: 1 day, 9:26:26, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 3.1589, loss: 3.1589, grad_norm: 2.9201 2020-10-24 10:29:50,332 - mmaction - INFO - Epoch [41][1360/1712] lr: 1.000e-03, eta: 1 day, 9:25:59, time: 1.077, data_time: 0.005, memory: 5822, loss_cls: 3.1228, loss: 3.1228, grad_norm: 2.8575 2020-10-24 10:30:12,127 - mmaction - INFO - Epoch [41][1380/1712] lr: 1.000e-03, eta: 1 day, 9:25:33, time: 1.096, data_time: 0.016, memory: 5822, loss_cls: 3.0795, loss: 3.0795, grad_norm: 2.8006 2020-10-24 10:30:34,151 - mmaction - INFO - Epoch [41][1400/1712] lr: 1.000e-03, eta: 1 day, 9:25:07, time: 1.103, data_time: 0.006, memory: 5822, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.8309 2020-10-24 10:30:56,102 - mmaction - INFO - Epoch [41][1420/1712] lr: 1.000e-03, eta: 1 day, 9:24:40, time: 1.093, data_time: 0.004, memory: 5822, loss_cls: 3.0535, loss: 3.0535, grad_norm: 2.7881 2020-10-24 10:31:18,100 - mmaction - INFO - Epoch [41][1440/1712] lr: 1.000e-03, eta: 1 day, 9:24:14, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 3.1114, loss: 3.1114, grad_norm: 2.9071 2020-10-24 10:31:40,510 - mmaction - INFO - Epoch [41][1460/1712] lr: 1.000e-03, eta: 1 day, 9:23:48, time: 1.119, data_time: 0.010, memory: 5822, loss_cls: 3.0838, loss: 3.0838, grad_norm: 2.8151 2020-10-24 10:32:03,159 - mmaction - INFO - Epoch [41][1480/1712] lr: 1.000e-03, eta: 1 day, 9:23:23, time: 1.136, data_time: 0.013, memory: 5822, loss_cls: 3.0681, loss: 3.0681, grad_norm: 2.8526 2020-10-24 10:32:24,608 - mmaction - INFO - Epoch [41][1500/1712] lr: 1.000e-03, eta: 1 day, 9:22:56, time: 1.075, data_time: 0.008, memory: 5822, loss_cls: 3.0474, loss: 3.0474, grad_norm: 2.8162 2020-10-24 10:32:46,118 - mmaction - INFO - Epoch [41][1520/1712] lr: 1.000e-03, eta: 1 day, 9:22:29, time: 1.069, data_time: 0.008, memory: 5822, loss_cls: 3.0902, loss: 3.0902, grad_norm: 2.7888 2020-10-24 10:33:08,315 - mmaction - INFO - Epoch [41][1540/1712] lr: 1.000e-03, eta: 1 day, 9:22:03, time: 1.113, data_time: 0.012, memory: 5822, loss_cls: 3.1163, loss: 3.1163, grad_norm: 2.8471 2020-10-24 10:33:28,994 - mmaction - INFO - Epoch [41][1560/1712] lr: 1.000e-03, eta: 1 day, 9:21:35, time: 1.036, data_time: 0.009, memory: 5822, loss_cls: 3.0528, loss: 3.0528, grad_norm: 2.8432 2020-10-24 10:33:51,625 - mmaction - INFO - Epoch [41][1580/1712] lr: 1.000e-03, eta: 1 day, 9:21:10, time: 1.137, data_time: 0.008, memory: 5822, loss_cls: 3.0682, loss: 3.0682, grad_norm: 2.8154 2020-10-24 10:34:13,443 - mmaction - INFO - Epoch [41][1600/1712] lr: 1.000e-03, eta: 1 day, 9:20:43, time: 1.091, data_time: 0.004, memory: 5822, loss_cls: 3.0751, loss: 3.0751, grad_norm: 2.8735 2020-10-24 10:34:34,477 - mmaction - INFO - Epoch [41][1620/1712] lr: 1.000e-03, eta: 1 day, 9:20:15, time: 1.051, data_time: 0.003, memory: 5822, loss_cls: 3.0853, loss: 3.0853, grad_norm: 2.8546 2020-10-24 10:34:56,945 - mmaction - INFO - Epoch [41][1640/1712] lr: 1.000e-03, eta: 1 day, 9:19:50, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 3.0750, loss: 3.0750, grad_norm: 2.8401 2020-10-24 10:35:18,820 - mmaction - INFO - Epoch [41][1660/1712] lr: 1.000e-03, eta: 1 day, 9:19:23, time: 1.099, data_time: 0.008, memory: 5822, loss_cls: 3.0645, loss: 3.0645, grad_norm: 2.7780 2020-10-24 10:35:40,272 - mmaction - INFO - Epoch [41][1680/1712] lr: 1.000e-03, eta: 1 day, 9:18:56, time: 1.073, data_time: 0.001, memory: 5822, loss_cls: 3.0699, loss: 3.0699, grad_norm: 2.8343 2020-10-24 10:36:01,958 - mmaction - INFO - Epoch [41][1700/1712] lr: 1.000e-03, eta: 1 day, 9:18:30, time: 1.082, data_time: 0.003, memory: 5822, loss_cls: 3.0733, loss: 3.0733, grad_norm: 2.8701 2020-10-24 10:36:53,009 - mmaction - INFO - Epoch [42][20/1712] lr: 1.000e-03, eta: 1 day, 9:17:51, time: 1.864, data_time: 1.140, memory: 5822, loss_cls: 3.0352, loss: 3.0352, grad_norm: 2.8440 2020-10-24 10:37:16,817 - mmaction - INFO - Epoch [42][40/1712] lr: 1.000e-03, eta: 1 day, 9:17:27, time: 1.190, data_time: 0.458, memory: 5822, loss_cls: 3.0897, loss: 3.0897, grad_norm: 2.9182 2020-10-24 10:37:38,669 - mmaction - INFO - Epoch [42][60/1712] lr: 1.000e-03, eta: 1 day, 9:17:00, time: 1.092, data_time: 0.021, memory: 5822, loss_cls: 3.1136, loss: 3.1136, grad_norm: 2.8248 2020-10-24 10:38:00,768 - mmaction - INFO - Epoch [42][80/1712] lr: 1.000e-03, eta: 1 day, 9:16:34, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.8926 2020-10-24 10:38:23,258 - mmaction - INFO - Epoch [42][100/1712] lr: 1.000e-03, eta: 1 day, 9:16:09, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 3.1103, loss: 3.1103, grad_norm: 2.8170 2020-10-24 10:38:44,911 - mmaction - INFO - Epoch [42][120/1712] lr: 1.000e-03, eta: 1 day, 9:15:42, time: 1.080, data_time: 0.001, memory: 5822, loss_cls: 3.0692, loss: 3.0692, grad_norm: 2.8536 2020-10-24 10:39:06,795 - mmaction - INFO - Epoch [42][140/1712] lr: 1.000e-03, eta: 1 day, 9:15:15, time: 1.084, data_time: 0.007, memory: 5822, loss_cls: 3.1210, loss: 3.1210, grad_norm: 2.8765 2020-10-24 10:39:29,285 - mmaction - INFO - Epoch [42][160/1712] lr: 1.000e-03, eta: 1 day, 9:14:50, time: 1.131, data_time: 0.015, memory: 5822, loss_cls: 3.0753, loss: 3.0753, grad_norm: 2.8557 2020-10-24 10:39:51,303 - mmaction - INFO - Epoch [42][180/1712] lr: 1.000e-03, eta: 1 day, 9:14:24, time: 1.104, data_time: 0.009, memory: 5822, loss_cls: 3.0464, loss: 3.0464, grad_norm: 2.7914 2020-10-24 10:40:13,505 - mmaction - INFO - Epoch [42][200/1712] lr: 1.000e-03, eta: 1 day, 9:13:58, time: 1.113, data_time: 0.013, memory: 5822, loss_cls: 3.0900, loss: 3.0900, grad_norm: 2.8441 2020-10-24 10:40:35,831 - mmaction - INFO - Epoch [42][220/1712] lr: 1.000e-03, eta: 1 day, 9:13:32, time: 1.109, data_time: 0.004, memory: 5822, loss_cls: 3.1018, loss: 3.1018, grad_norm: 2.8693 2020-10-24 10:40:57,896 - mmaction - INFO - Epoch [42][240/1712] lr: 1.000e-03, eta: 1 day, 9:13:06, time: 1.105, data_time: 0.010, memory: 5822, loss_cls: 3.0740, loss: 3.0740, grad_norm: 2.8487 2020-10-24 10:41:19,391 - mmaction - INFO - Epoch [42][260/1712] lr: 1.000e-03, eta: 1 day, 9:12:39, time: 1.081, data_time: 0.008, memory: 5822, loss_cls: 3.0996, loss: 3.0996, grad_norm: 2.8555 2020-10-24 10:41:41,438 - mmaction - INFO - Epoch [42][280/1712] lr: 1.000e-03, eta: 1 day, 9:12:13, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.0363, loss: 3.0363, grad_norm: 2.8065 2020-10-24 10:42:03,092 - mmaction - INFO - Epoch [42][300/1712] lr: 1.000e-03, eta: 1 day, 9:11:46, time: 1.083, data_time: 0.005, memory: 5822, loss_cls: 3.0433, loss: 3.0433, grad_norm: 2.8135 2020-10-24 10:42:25,357 - mmaction - INFO - Epoch [42][320/1712] lr: 1.000e-03, eta: 1 day, 9:11:21, time: 1.115, data_time: 0.006, memory: 5822, loss_cls: 3.1422, loss: 3.1422, grad_norm: 2.9318 2020-10-24 10:42:47,215 - mmaction - INFO - Epoch [42][340/1712] lr: 1.000e-03, eta: 1 day, 9:10:54, time: 1.086, data_time: 0.002, memory: 5822, loss_cls: 3.0937, loss: 3.0937, grad_norm: 2.9031 2020-10-24 10:43:09,411 - mmaction - INFO - Epoch [42][360/1712] lr: 1.000e-03, eta: 1 day, 9:10:28, time: 1.117, data_time: 0.008, memory: 5822, loss_cls: 3.0893, loss: 3.0893, grad_norm: 2.8643 2020-10-24 10:43:31,965 - mmaction - INFO - Epoch [42][380/1712] lr: 1.000e-03, eta: 1 day, 9:10:03, time: 1.117, data_time: 0.007, memory: 5822, loss_cls: 3.0884, loss: 3.0884, grad_norm: 2.8686 2020-10-24 10:43:53,814 - mmaction - INFO - Epoch [42][400/1712] lr: 1.000e-03, eta: 1 day, 9:09:36, time: 1.100, data_time: 0.015, memory: 5822, loss_cls: 3.0717, loss: 3.0717, grad_norm: 2.8539 2020-10-24 10:44:16,387 - mmaction - INFO - Epoch [42][420/1712] lr: 1.000e-03, eta: 1 day, 9:09:11, time: 1.132, data_time: 0.006, memory: 5822, loss_cls: 3.0467, loss: 3.0467, grad_norm: 2.8388 2020-10-24 10:44:38,739 - mmaction - INFO - Epoch [42][440/1712] lr: 1.000e-03, eta: 1 day, 9:08:45, time: 1.111, data_time: 0.005, memory: 5822, loss_cls: 3.0508, loss: 3.0508, grad_norm: 2.7650 2020-10-24 10:45:00,218 - mmaction - INFO - Epoch [42][460/1712] lr: 1.000e-03, eta: 1 day, 9:08:18, time: 1.070, data_time: 0.009, memory: 5822, loss_cls: 3.1239, loss: 3.1239, grad_norm: 2.8824 2020-10-24 10:45:22,318 - mmaction - INFO - Epoch [42][480/1712] lr: 1.000e-03, eta: 1 day, 9:07:52, time: 1.113, data_time: 0.014, memory: 5822, loss_cls: 3.0292, loss: 3.0292, grad_norm: 2.7850 2020-10-24 10:45:44,619 - mmaction - INFO - Epoch [42][500/1712] lr: 1.000e-03, eta: 1 day, 9:07:26, time: 1.109, data_time: 0.005, memory: 5822, loss_cls: 3.0877, loss: 3.0877, grad_norm: 2.9168 2020-10-24 10:46:06,253 - mmaction - INFO - Epoch [42][520/1712] lr: 1.000e-03, eta: 1 day, 9:07:00, time: 1.091, data_time: 0.014, memory: 5822, loss_cls: 3.0646, loss: 3.0646, grad_norm: 2.8208 2020-10-24 10:46:27,709 - mmaction - INFO - Epoch [42][540/1712] lr: 1.000e-03, eta: 1 day, 9:06:33, time: 1.073, data_time: 0.002, memory: 5822, loss_cls: 3.0597, loss: 3.0597, grad_norm: 2.7930 2020-10-24 10:46:49,266 - mmaction - INFO - Epoch [42][560/1712] lr: 1.000e-03, eta: 1 day, 9:06:06, time: 1.074, data_time: 0.002, memory: 5822, loss_cls: 3.0922, loss: 3.0922, grad_norm: 2.9014 2020-10-24 10:47:11,038 - mmaction - INFO - Epoch [42][580/1712] lr: 1.000e-03, eta: 1 day, 9:05:40, time: 1.091, data_time: 0.006, memory: 5822, loss_cls: 3.1214, loss: 3.1214, grad_norm: 2.8745 2020-10-24 10:47:32,959 - mmaction - INFO - Epoch [42][600/1712] lr: 1.000e-03, eta: 1 day, 9:05:13, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 3.0996, loss: 3.0996, grad_norm: 2.8568 2020-10-24 10:47:54,470 - mmaction - INFO - Epoch [42][620/1712] lr: 1.000e-03, eta: 1 day, 9:04:46, time: 1.070, data_time: 0.001, memory: 5822, loss_cls: 3.0890, loss: 3.0890, grad_norm: 2.8584 2020-10-24 10:48:16,233 - mmaction - INFO - Epoch [42][640/1712] lr: 1.000e-03, eta: 1 day, 9:04:20, time: 1.090, data_time: 0.008, memory: 5822, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.8409 2020-10-24 10:48:38,841 - mmaction - INFO - Epoch [42][660/1712] lr: 1.000e-03, eta: 1 day, 9:03:55, time: 1.130, data_time: 0.007, memory: 5822, loss_cls: 3.0787, loss: 3.0787, grad_norm: 2.8533 2020-10-24 10:49:02,126 - mmaction - INFO - Epoch [42][680/1712] lr: 1.000e-03, eta: 1 day, 9:03:30, time: 1.163, data_time: 0.006, memory: 5822, loss_cls: 3.0979, loss: 3.0979, grad_norm: 2.8927 2020-10-24 10:49:24,124 - mmaction - INFO - Epoch [42][700/1712] lr: 1.000e-03, eta: 1 day, 9:03:04, time: 1.103, data_time: 0.006, memory: 5822, loss_cls: 3.0659, loss: 3.0659, grad_norm: 2.8793 2020-10-24 10:49:46,731 - mmaction - INFO - Epoch [42][720/1712] lr: 1.000e-03, eta: 1 day, 9:02:39, time: 1.131, data_time: 0.003, memory: 5822, loss_cls: 3.1196, loss: 3.1196, grad_norm: 2.8935 2020-10-24 10:50:08,454 - mmaction - INFO - Epoch [42][740/1712] lr: 1.000e-03, eta: 1 day, 9:02:12, time: 1.088, data_time: 0.003, memory: 5822, loss_cls: 3.0969, loss: 3.0969, grad_norm: 2.8588 2020-10-24 10:50:31,005 - mmaction - INFO - Epoch [42][760/1712] lr: 1.000e-03, eta: 1 day, 9:01:47, time: 1.125, data_time: 0.002, memory: 5822, loss_cls: 3.0622, loss: 3.0622, grad_norm: 2.8252 2020-10-24 10:50:52,879 - mmaction - INFO - Epoch [42][780/1712] lr: 1.000e-03, eta: 1 day, 9:01:20, time: 1.083, data_time: 0.007, memory: 5822, loss_cls: 3.1018, loss: 3.1018, grad_norm: 2.9095 2020-10-24 10:51:14,479 - mmaction - INFO - Epoch [42][800/1712] lr: 1.000e-03, eta: 1 day, 9:00:54, time: 1.093, data_time: 0.015, memory: 5822, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.8821 2020-10-24 10:51:36,055 - mmaction - INFO - Epoch [42][820/1712] lr: 1.000e-03, eta: 1 day, 9:00:27, time: 1.072, data_time: 0.004, memory: 5822, loss_cls: 3.0940, loss: 3.0940, grad_norm: 2.9037 2020-10-24 10:51:58,008 - mmaction - INFO - Epoch [42][840/1712] lr: 1.000e-03, eta: 1 day, 9:00:01, time: 1.094, data_time: 0.009, memory: 5822, loss_cls: 3.0878, loss: 3.0878, grad_norm: 2.8484 2020-10-24 10:52:20,193 - mmaction - INFO - Epoch [42][860/1712] lr: 1.000e-03, eta: 1 day, 8:59:35, time: 1.117, data_time: 0.015, memory: 5822, loss_cls: 3.0827, loss: 3.0827, grad_norm: 2.8478 2020-10-24 10:52:42,214 - mmaction - INFO - Epoch [42][880/1712] lr: 1.000e-03, eta: 1 day, 8:59:09, time: 1.100, data_time: 0.006, memory: 5822, loss_cls: 3.1027, loss: 3.1027, grad_norm: 2.8894 2020-10-24 10:53:03,976 - mmaction - INFO - Epoch [42][900/1712] lr: 1.000e-03, eta: 1 day, 8:58:42, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 3.0684, loss: 3.0684, grad_norm: 2.8685 2020-10-24 10:53:25,877 - mmaction - INFO - Epoch [42][920/1712] lr: 1.000e-03, eta: 1 day, 8:58:16, time: 1.088, data_time: 0.003, memory: 5822, loss_cls: 3.1033, loss: 3.1033, grad_norm: 2.9157 2020-10-24 10:53:47,929 - mmaction - INFO - Epoch [42][940/1712] lr: 1.000e-03, eta: 1 day, 8:57:50, time: 1.101, data_time: 0.009, memory: 5822, loss_cls: 3.0498, loss: 3.0498, grad_norm: 2.8810 2020-10-24 10:54:09,519 - mmaction - INFO - Epoch [42][960/1712] lr: 1.000e-03, eta: 1 day, 8:57:23, time: 1.088, data_time: 0.013, memory: 5822, loss_cls: 3.1126, loss: 3.1126, grad_norm: 2.8889 2020-10-24 10:54:31,672 - mmaction - INFO - Epoch [42][980/1712] lr: 1.000e-03, eta: 1 day, 8:56:57, time: 1.105, data_time: 0.003, memory: 5822, loss_cls: 3.0388, loss: 3.0388, grad_norm: 2.8106 2020-10-24 10:54:53,571 - mmaction - INFO - Epoch [42][1000/1712] lr: 1.000e-03, eta: 1 day, 8:56:31, time: 1.096, data_time: 0.005, memory: 5822, loss_cls: 3.0954, loss: 3.0954, grad_norm: 2.9291 2020-10-24 10:55:15,659 - mmaction - INFO - Epoch [42][1020/1712] lr: 1.000e-03, eta: 1 day, 8:56:05, time: 1.106, data_time: 0.006, memory: 5822, loss_cls: 3.1419, loss: 3.1419, grad_norm: 2.9552 2020-10-24 10:55:37,260 - mmaction - INFO - Epoch [42][1040/1712] lr: 1.000e-03, eta: 1 day, 8:55:38, time: 1.074, data_time: 0.007, memory: 5822, loss_cls: 3.0300, loss: 3.0300, grad_norm: 2.8434 2020-10-24 10:55:59,180 - mmaction - INFO - Epoch [42][1060/1712] lr: 1.000e-03, eta: 1 day, 8:55:12, time: 1.100, data_time: 0.010, memory: 5822, loss_cls: 3.1085, loss: 3.1085, grad_norm: 2.8978 2020-10-24 10:56:21,249 - mmaction - INFO - Epoch [42][1080/1712] lr: 1.000e-03, eta: 1 day, 8:54:46, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 3.1408, loss: 3.1408, grad_norm: 2.8966 2020-10-24 10:56:43,195 - mmaction - INFO - Epoch [42][1100/1712] lr: 1.000e-03, eta: 1 day, 8:54:20, time: 1.099, data_time: 0.013, memory: 5822, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.8320 2020-10-24 10:57:05,019 - mmaction - INFO - Epoch [42][1120/1712] lr: 1.000e-03, eta: 1 day, 8:53:53, time: 1.090, data_time: 0.010, memory: 5822, loss_cls: 3.0607, loss: 3.0607, grad_norm: 2.8348 2020-10-24 10:57:27,149 - mmaction - INFO - Epoch [42][1140/1712] lr: 1.000e-03, eta: 1 day, 8:53:28, time: 1.112, data_time: 0.011, memory: 5822, loss_cls: 3.0934, loss: 3.0934, grad_norm: 2.8243 2020-10-24 10:57:48,708 - mmaction - INFO - Epoch [42][1160/1712] lr: 1.000e-03, eta: 1 day, 8:53:01, time: 1.067, data_time: 0.003, memory: 5822, loss_cls: 3.1192, loss: 3.1192, grad_norm: 2.8862 2020-10-24 10:58:10,547 - mmaction - INFO - Epoch [42][1180/1712] lr: 1.000e-03, eta: 1 day, 8:52:34, time: 1.094, data_time: 0.013, memory: 5822, loss_cls: 3.1457, loss: 3.1457, grad_norm: 2.9156 2020-10-24 10:58:32,186 - mmaction - INFO - Epoch [42][1200/1712] lr: 1.000e-03, eta: 1 day, 8:52:08, time: 1.088, data_time: 0.017, memory: 5822, loss_cls: 3.0374, loss: 3.0374, grad_norm: 2.8567 2020-10-24 10:58:54,055 - mmaction - INFO - Epoch [42][1220/1712] lr: 1.000e-03, eta: 1 day, 8:51:42, time: 1.097, data_time: 0.005, memory: 5822, loss_cls: 3.0472, loss: 3.0472, grad_norm: 2.8733 2020-10-24 10:59:16,287 - mmaction - INFO - Epoch [42][1240/1712] lr: 1.000e-03, eta: 1 day, 8:51:16, time: 1.109, data_time: 0.003, memory: 5822, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.9162 2020-10-24 10:59:38,138 - mmaction - INFO - Epoch [42][1260/1712] lr: 1.000e-03, eta: 1 day, 8:50:50, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.9080 2020-10-24 10:59:59,870 - mmaction - INFO - Epoch [42][1280/1712] lr: 1.000e-03, eta: 1 day, 8:50:23, time: 1.078, data_time: 0.007, memory: 5822, loss_cls: 3.0824, loss: 3.0824, grad_norm: 2.8687 2020-10-24 11:00:22,179 - mmaction - INFO - Epoch [42][1300/1712] lr: 1.000e-03, eta: 1 day, 8:49:57, time: 1.123, data_time: 0.015, memory: 5822, loss_cls: 3.1047, loss: 3.1047, grad_norm: 2.8987 2020-10-24 11:00:44,370 - mmaction - INFO - Epoch [42][1320/1712] lr: 1.000e-03, eta: 1 day, 8:49:32, time: 1.109, data_time: 0.012, memory: 5822, loss_cls: 3.0258, loss: 3.0258, grad_norm: 2.8325 2020-10-24 11:01:06,102 - mmaction - INFO - Epoch [42][1340/1712] lr: 1.000e-03, eta: 1 day, 8:49:05, time: 1.093, data_time: 0.008, memory: 5822, loss_cls: 3.0751, loss: 3.0751, grad_norm: 2.8377 2020-10-24 11:01:27,643 - mmaction - INFO - Epoch [42][1360/1712] lr: 1.000e-03, eta: 1 day, 8:48:38, time: 1.075, data_time: 0.006, memory: 5822, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.8257 2020-10-24 11:01:49,374 - mmaction - INFO - Epoch [42][1380/1712] lr: 1.000e-03, eta: 1 day, 8:48:12, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.9375 2020-10-24 11:02:11,707 - mmaction - INFO - Epoch [42][1400/1712] lr: 1.000e-03, eta: 1 day, 8:47:46, time: 1.112, data_time: 0.003, memory: 5822, loss_cls: 3.1079, loss: 3.1079, grad_norm: 2.9087 2020-10-24 11:02:33,878 - mmaction - INFO - Epoch [42][1420/1712] lr: 1.000e-03, eta: 1 day, 8:47:21, time: 1.111, data_time: 0.009, memory: 5822, loss_cls: 3.1179, loss: 3.1179, grad_norm: 2.9442 2020-10-24 11:02:54,522 - mmaction - INFO - Epoch [42][1440/1712] lr: 1.000e-03, eta: 1 day, 8:46:53, time: 1.034, data_time: 0.006, memory: 5822, loss_cls: 3.0886, loss: 3.0886, grad_norm: 2.8850 2020-10-24 11:03:16,954 - mmaction - INFO - Epoch [42][1460/1712] lr: 1.000e-03, eta: 1 day, 8:46:27, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 3.0638, loss: 3.0638, grad_norm: 2.9007 2020-10-24 11:03:38,469 - mmaction - INFO - Epoch [42][1480/1712] lr: 1.000e-03, eta: 1 day, 8:46:00, time: 1.089, data_time: 0.014, memory: 5822, loss_cls: 3.0989, loss: 3.0989, grad_norm: 2.9464 2020-10-24 11:04:00,180 - mmaction - INFO - Epoch [42][1500/1712] lr: 1.000e-03, eta: 1 day, 8:45:34, time: 1.084, data_time: 0.002, memory: 5822, loss_cls: 3.1025, loss: 3.1025, grad_norm: 2.8705 2020-10-24 11:04:21,693 - mmaction - INFO - Epoch [42][1520/1712] lr: 1.000e-03, eta: 1 day, 8:45:07, time: 1.077, data_time: 0.004, memory: 5822, loss_cls: 3.0757, loss: 3.0757, grad_norm: 2.8692 2020-10-24 11:04:44,131 - mmaction - INFO - Epoch [42][1540/1712] lr: 1.000e-03, eta: 1 day, 8:44:42, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 3.1085, loss: 3.1085, grad_norm: 3.0079 2020-10-24 11:05:05,952 - mmaction - INFO - Epoch [42][1560/1712] lr: 1.000e-03, eta: 1 day, 8:44:15, time: 1.093, data_time: 0.006, memory: 5822, loss_cls: 3.0598, loss: 3.0598, grad_norm: 2.8722 2020-10-24 11:05:27,646 - mmaction - INFO - Epoch [42][1580/1712] lr: 1.000e-03, eta: 1 day, 8:43:49, time: 1.084, data_time: 0.004, memory: 5822, loss_cls: 3.0617, loss: 3.0617, grad_norm: 2.8845 2020-10-24 11:05:50,080 - mmaction - INFO - Epoch [42][1600/1712] lr: 1.000e-03, eta: 1 day, 8:43:23, time: 1.122, data_time: 0.004, memory: 5822, loss_cls: 3.0721, loss: 3.0721, grad_norm: 2.8450 2020-10-24 11:06:12,023 - mmaction - INFO - Epoch [42][1620/1712] lr: 1.000e-03, eta: 1 day, 8:42:57, time: 1.097, data_time: 0.008, memory: 5822, loss_cls: 3.0410, loss: 3.0410, grad_norm: 2.8366 2020-10-24 11:06:33,519 - mmaction - INFO - Epoch [42][1640/1712] lr: 1.000e-03, eta: 1 day, 8:42:31, time: 1.075, data_time: 0.006, memory: 5822, loss_cls: 3.0617, loss: 3.0617, grad_norm: 2.8914 2020-10-24 11:06:56,218 - mmaction - INFO - Epoch [42][1660/1712] lr: 1.000e-03, eta: 1 day, 8:42:05, time: 1.121, data_time: 0.005, memory: 5822, loss_cls: 3.0838, loss: 3.0838, grad_norm: 2.9240 2020-10-24 11:07:18,182 - mmaction - INFO - Epoch [42][1680/1712] lr: 1.000e-03, eta: 1 day, 8:41:39, time: 1.111, data_time: 0.018, memory: 5822, loss_cls: 3.1576, loss: 3.1576, grad_norm: 2.9064 2020-10-24 11:07:39,829 - mmaction - INFO - Epoch [42][1700/1712] lr: 1.000e-03, eta: 1 day, 8:41:13, time: 1.086, data_time: 0.006, memory: 5822, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.8925 2020-10-24 11:08:29,032 - mmaction - INFO - Epoch [43][20/1712] lr: 1.000e-03, eta: 1 day, 8:40:32, time: 1.802, data_time: 1.194, memory: 5822, loss_cls: 3.1010, loss: 3.1010, grad_norm: 2.9007 2020-10-24 11:08:52,609 - mmaction - INFO - Epoch [43][40/1712] lr: 1.000e-03, eta: 1 day, 8:40:09, time: 1.179, data_time: 0.169, memory: 5822, loss_cls: 3.0452, loss: 3.0452, grad_norm: 2.8831 2020-10-24 11:09:15,256 - mmaction - INFO - Epoch [43][60/1712] lr: 1.000e-03, eta: 1 day, 8:39:43, time: 1.135, data_time: 0.005, memory: 5822, loss_cls: 3.1049, loss: 3.1049, grad_norm: 2.8263 2020-10-24 11:09:38,453 - mmaction - INFO - Epoch [43][80/1712] lr: 1.000e-03, eta: 1 day, 8:39:19, time: 1.155, data_time: 0.001, memory: 5822, loss_cls: 3.0213, loss: 3.0213, grad_norm: 2.9008 2020-10-24 11:10:00,535 - mmaction - INFO - Epoch [43][100/1712] lr: 1.000e-03, eta: 1 day, 8:38:53, time: 1.105, data_time: 0.007, memory: 5822, loss_cls: 2.9952, loss: 2.9952, grad_norm: 2.8310 2020-10-24 11:10:22,689 - mmaction - INFO - Epoch [43][120/1712] lr: 1.000e-03, eta: 1 day, 8:38:27, time: 1.110, data_time: 0.009, memory: 5822, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.8295 2020-10-24 11:10:44,751 - mmaction - INFO - Epoch [43][140/1712] lr: 1.000e-03, eta: 1 day, 8:38:01, time: 1.104, data_time: 0.007, memory: 5822, loss_cls: 3.1248, loss: 3.1248, grad_norm: 2.9589 2020-10-24 11:11:06,522 - mmaction - INFO - Epoch [43][160/1712] lr: 1.000e-03, eta: 1 day, 8:37:35, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 3.0667, loss: 3.0667, grad_norm: 2.9020 2020-10-24 11:11:28,619 - mmaction - INFO - Epoch [43][180/1712] lr: 1.000e-03, eta: 1 day, 8:37:09, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 3.0570, loss: 3.0570, grad_norm: 2.8659 2020-10-24 11:11:50,478 - mmaction - INFO - Epoch [43][200/1712] lr: 1.000e-03, eta: 1 day, 8:36:43, time: 1.092, data_time: 0.004, memory: 5822, loss_cls: 3.1028, loss: 3.1028, grad_norm: 2.8957 2020-10-24 11:12:12,600 - mmaction - INFO - Epoch [43][220/1712] lr: 1.000e-03, eta: 1 day, 8:36:17, time: 1.105, data_time: 0.009, memory: 5822, loss_cls: 3.0851, loss: 3.0851, grad_norm: 2.8610 2020-10-24 11:12:34,147 - mmaction - INFO - Epoch [43][240/1712] lr: 1.000e-03, eta: 1 day, 8:35:50, time: 1.081, data_time: 0.007, memory: 5822, loss_cls: 3.0857, loss: 3.0857, grad_norm: 2.8621 2020-10-24 11:12:56,608 - mmaction - INFO - Epoch [43][260/1712] lr: 1.000e-03, eta: 1 day, 8:35:25, time: 1.121, data_time: 0.001, memory: 5822, loss_cls: 3.0929, loss: 3.0929, grad_norm: 2.8574 2020-10-24 11:13:18,855 - mmaction - INFO - Epoch [43][280/1712] lr: 1.000e-03, eta: 1 day, 8:34:59, time: 1.107, data_time: 0.004, memory: 5822, loss_cls: 3.0561, loss: 3.0561, grad_norm: 2.8900 2020-10-24 11:13:40,749 - mmaction - INFO - Epoch [43][300/1712] lr: 1.000e-03, eta: 1 day, 8:34:33, time: 1.099, data_time: 0.013, memory: 5822, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.8964 2020-10-24 11:14:02,833 - mmaction - INFO - Epoch [43][320/1712] lr: 1.000e-03, eta: 1 day, 8:34:07, time: 1.099, data_time: 0.005, memory: 5822, loss_cls: 3.0893, loss: 3.0893, grad_norm: 2.8610 2020-10-24 11:14:24,876 - mmaction - INFO - Epoch [43][340/1712] lr: 1.000e-03, eta: 1 day, 8:33:41, time: 1.107, data_time: 0.013, memory: 5822, loss_cls: 3.0374, loss: 3.0374, grad_norm: 2.9017 2020-10-24 11:14:46,775 - mmaction - INFO - Epoch [43][360/1712] lr: 1.000e-03, eta: 1 day, 8:33:15, time: 1.092, data_time: 0.008, memory: 5822, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.9079 2020-10-24 11:15:09,020 - mmaction - INFO - Epoch [43][380/1712] lr: 1.000e-03, eta: 1 day, 8:32:49, time: 1.104, data_time: 0.009, memory: 5822, loss_cls: 3.0658, loss: 3.0658, grad_norm: 2.8606 2020-10-24 11:15:30,348 - mmaction - INFO - Epoch [43][400/1712] lr: 1.000e-03, eta: 1 day, 8:32:23, time: 1.079, data_time: 0.015, memory: 5822, loss_cls: 3.0680, loss: 3.0680, grad_norm: 2.9201 2020-10-24 11:15:51,767 - mmaction - INFO - Epoch [43][420/1712] lr: 1.000e-03, eta: 1 day, 8:31:56, time: 1.071, data_time: 0.002, memory: 5822, loss_cls: 3.0691, loss: 3.0691, grad_norm: 2.9300 2020-10-24 11:16:14,224 - mmaction - INFO - Epoch [43][440/1712] lr: 1.000e-03, eta: 1 day, 8:31:30, time: 1.123, data_time: 0.004, memory: 5822, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.8690 2020-10-24 11:16:35,727 - mmaction - INFO - Epoch [43][460/1712] lr: 1.000e-03, eta: 1 day, 8:31:04, time: 1.073, data_time: 0.001, memory: 5822, loss_cls: 3.0406, loss: 3.0406, grad_norm: 2.9028 2020-10-24 11:16:57,362 - mmaction - INFO - Epoch [43][480/1712] lr: 1.000e-03, eta: 1 day, 8:30:37, time: 1.084, data_time: 0.004, memory: 5822, loss_cls: 3.0667, loss: 3.0667, grad_norm: 2.8889 2020-10-24 11:17:20,101 - mmaction - INFO - Epoch [43][500/1712] lr: 1.000e-03, eta: 1 day, 8:30:12, time: 1.135, data_time: 0.004, memory: 5822, loss_cls: 3.0763, loss: 3.0763, grad_norm: 2.9319 2020-10-24 11:17:42,652 - mmaction - INFO - Epoch [43][520/1712] lr: 1.000e-03, eta: 1 day, 8:29:47, time: 1.122, data_time: 0.006, memory: 5822, loss_cls: 3.0613, loss: 3.0613, grad_norm: 2.9156 2020-10-24 11:18:04,188 - mmaction - INFO - Epoch [43][540/1712] lr: 1.000e-03, eta: 1 day, 8:29:20, time: 1.079, data_time: 0.011, memory: 5822, loss_cls: 3.0973, loss: 3.0973, grad_norm: 2.8522 2020-10-24 11:18:25,658 - mmaction - INFO - Epoch [43][560/1712] lr: 1.000e-03, eta: 1 day, 8:28:54, time: 1.074, data_time: 0.011, memory: 5822, loss_cls: 3.0242, loss: 3.0242, grad_norm: 2.8874 2020-10-24 11:18:47,944 - mmaction - INFO - Epoch [43][580/1712] lr: 1.000e-03, eta: 1 day, 8:28:28, time: 1.111, data_time: 0.007, memory: 5822, loss_cls: 3.1473, loss: 3.1473, grad_norm: 2.9536 2020-10-24 11:19:09,402 - mmaction - INFO - Epoch [43][600/1712] lr: 1.000e-03, eta: 1 day, 8:28:01, time: 1.081, data_time: 0.012, memory: 5822, loss_cls: 3.0727, loss: 3.0727, grad_norm: 2.9573 2020-10-24 11:19:31,618 - mmaction - INFO - Epoch [43][620/1712] lr: 1.000e-03, eta: 1 day, 8:27:35, time: 1.097, data_time: 0.002, memory: 5822, loss_cls: 3.0869, loss: 3.0869, grad_norm: 2.9131 2020-10-24 11:19:53,166 - mmaction - INFO - Epoch [43][640/1712] lr: 1.000e-03, eta: 1 day, 8:27:09, time: 1.090, data_time: 0.014, memory: 5822, loss_cls: 3.1149, loss: 3.1149, grad_norm: 2.9541 2020-10-24 11:20:15,343 - mmaction - INFO - Epoch [43][660/1712] lr: 1.000e-03, eta: 1 day, 8:26:43, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 3.0600, loss: 3.0600, grad_norm: 2.9005 2020-10-24 11:20:37,319 - mmaction - INFO - Epoch [43][680/1712] lr: 1.000e-03, eta: 1 day, 8:26:17, time: 1.099, data_time: 0.005, memory: 5822, loss_cls: 3.0480, loss: 3.0480, grad_norm: 2.9189 2020-10-24 11:20:59,282 - mmaction - INFO - Epoch [43][700/1712] lr: 1.000e-03, eta: 1 day, 8:25:51, time: 1.100, data_time: 0.009, memory: 5822, loss_cls: 3.0958, loss: 3.0958, grad_norm: 2.9896 2020-10-24 11:21:21,243 - mmaction - INFO - Epoch [43][720/1712] lr: 1.000e-03, eta: 1 day, 8:25:25, time: 1.085, data_time: 0.002, memory: 5822, loss_cls: 3.0486, loss: 3.0486, grad_norm: 2.9276 2020-10-24 11:21:43,953 - mmaction - INFO - Epoch [43][740/1712] lr: 1.000e-03, eta: 1 day, 8:25:00, time: 1.130, data_time: 0.014, memory: 5822, loss_cls: 3.0982, loss: 3.0982, grad_norm: 2.9087 2020-10-24 11:22:05,564 - mmaction - INFO - Epoch [43][760/1712] lr: 1.000e-03, eta: 1 day, 8:24:34, time: 1.090, data_time: 0.022, memory: 5822, loss_cls: 3.0549, loss: 3.0549, grad_norm: 2.9011 2020-10-24 11:22:27,591 - mmaction - INFO - Epoch [43][780/1712] lr: 1.000e-03, eta: 1 day, 8:24:08, time: 1.100, data_time: 0.015, memory: 5822, loss_cls: 3.0303, loss: 3.0303, grad_norm: 2.9239 2020-10-24 11:22:49,856 - mmaction - INFO - Epoch [43][800/1712] lr: 1.000e-03, eta: 1 day, 8:23:42, time: 1.120, data_time: 0.017, memory: 5822, loss_cls: 3.1336, loss: 3.1336, grad_norm: 2.9696 2020-10-24 11:23:12,260 - mmaction - INFO - Epoch [43][820/1712] lr: 1.000e-03, eta: 1 day, 8:23:17, time: 1.117, data_time: 0.018, memory: 5822, loss_cls: 3.1093, loss: 3.1093, grad_norm: 2.9345 2020-10-24 11:23:34,747 - mmaction - INFO - Epoch [43][840/1712] lr: 1.000e-03, eta: 1 day, 8:22:51, time: 1.120, data_time: 0.010, memory: 5822, loss_cls: 3.0184, loss: 3.0184, grad_norm: 2.8387 2020-10-24 11:23:56,806 - mmaction - INFO - Epoch [43][860/1712] lr: 1.000e-03, eta: 1 day, 8:22:26, time: 1.108, data_time: 0.013, memory: 5822, loss_cls: 3.1095, loss: 3.1095, grad_norm: 2.9848 2020-10-24 11:24:18,739 - mmaction - INFO - Epoch [43][880/1712] lr: 1.000e-03, eta: 1 day, 8:22:00, time: 1.100, data_time: 0.006, memory: 5822, loss_cls: 3.0189, loss: 3.0189, grad_norm: 2.9039 2020-10-24 11:24:40,517 - mmaction - INFO - Epoch [43][900/1712] lr: 1.000e-03, eta: 1 day, 8:21:33, time: 1.084, data_time: 0.006, memory: 5822, loss_cls: 3.0589, loss: 3.0589, grad_norm: 2.9161 2020-10-24 11:25:02,946 - mmaction - INFO - Epoch [43][920/1712] lr: 1.000e-03, eta: 1 day, 8:21:08, time: 1.124, data_time: 0.011, memory: 5822, loss_cls: 3.0454, loss: 3.0454, grad_norm: 2.8516 2020-10-24 11:25:25,117 - mmaction - INFO - Epoch [43][940/1712] lr: 1.000e-03, eta: 1 day, 8:20:42, time: 1.112, data_time: 0.011, memory: 5822, loss_cls: 3.0854, loss: 3.0854, grad_norm: 2.9046 2020-10-24 11:25:47,353 - mmaction - INFO - Epoch [43][960/1712] lr: 1.000e-03, eta: 1 day, 8:20:17, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 3.0789, loss: 3.0789, grad_norm: 2.9223 2020-10-24 11:26:09,794 - mmaction - INFO - Epoch [43][980/1712] lr: 1.000e-03, eta: 1 day, 8:19:51, time: 1.119, data_time: 0.002, memory: 5822, loss_cls: 3.1097, loss: 3.1097, grad_norm: 2.9289 2020-10-24 11:26:31,600 - mmaction - INFO - Epoch [43][1000/1712] lr: 1.000e-03, eta: 1 day, 8:19:25, time: 1.091, data_time: 0.007, memory: 5822, loss_cls: 3.1376, loss: 3.1376, grad_norm: 2.9252 2020-10-24 11:26:53,024 - mmaction - INFO - Epoch [43][1020/1712] lr: 1.000e-03, eta: 1 day, 8:18:58, time: 1.066, data_time: 0.005, memory: 5822, loss_cls: 3.0782, loss: 3.0782, grad_norm: 2.8722 2020-10-24 11:27:15,504 - mmaction - INFO - Epoch [43][1040/1712] lr: 1.000e-03, eta: 1 day, 8:18:33, time: 1.122, data_time: 0.011, memory: 5822, loss_cls: 3.0117, loss: 3.0117, grad_norm: 2.8470 2020-10-24 11:27:37,671 - mmaction - INFO - Epoch [43][1060/1712] lr: 1.000e-03, eta: 1 day, 8:18:07, time: 1.109, data_time: 0.014, memory: 5822, loss_cls: 3.0845, loss: 3.0845, grad_norm: 2.9399 2020-10-24 11:27:59,384 - mmaction - INFO - Epoch [43][1080/1712] lr: 1.000e-03, eta: 1 day, 8:17:41, time: 1.094, data_time: 0.013, memory: 5822, loss_cls: 3.1122, loss: 3.1122, grad_norm: 2.9650 2020-10-24 11:28:21,261 - mmaction - INFO - Epoch [43][1100/1712] lr: 1.000e-03, eta: 1 day, 8:17:15, time: 1.094, data_time: 0.005, memory: 5822, loss_cls: 3.0763, loss: 3.0763, grad_norm: 2.9369 2020-10-24 11:28:42,490 - mmaction - INFO - Epoch [43][1120/1712] lr: 1.000e-03, eta: 1 day, 8:16:48, time: 1.060, data_time: 0.007, memory: 5822, loss_cls: 3.0756, loss: 3.0756, grad_norm: 2.9994 2020-10-24 11:29:04,322 - mmaction - INFO - Epoch [43][1140/1712] lr: 1.000e-03, eta: 1 day, 8:16:22, time: 1.095, data_time: 0.005, memory: 5822, loss_cls: 3.1010, loss: 3.1010, grad_norm: 2.9528 2020-10-24 11:29:25,907 - mmaction - INFO - Epoch [43][1160/1712] lr: 1.000e-03, eta: 1 day, 8:15:55, time: 1.078, data_time: 0.004, memory: 5822, loss_cls: 3.1055, loss: 3.1055, grad_norm: 2.9866 2020-10-24 11:29:48,507 - mmaction - INFO - Epoch [43][1180/1712] lr: 1.000e-03, eta: 1 day, 8:15:30, time: 1.130, data_time: 0.005, memory: 5822, loss_cls: 3.0290, loss: 3.0290, grad_norm: 2.8853 2020-10-24 11:30:11,184 - mmaction - INFO - Epoch [43][1200/1712] lr: 1.000e-03, eta: 1 day, 8:15:05, time: 1.124, data_time: 0.005, memory: 5822, loss_cls: 3.1120, loss: 3.1120, grad_norm: 2.9872 2020-10-24 11:30:32,258 - mmaction - INFO - Epoch [43][1220/1712] lr: 1.000e-03, eta: 1 day, 8:14:38, time: 1.058, data_time: 0.013, memory: 5822, loss_cls: 3.0158, loss: 3.0158, grad_norm: 2.8680 2020-10-24 11:30:54,386 - mmaction - INFO - Epoch [43][1240/1712] lr: 1.000e-03, eta: 1 day, 8:14:12, time: 1.102, data_time: 0.010, memory: 5822, loss_cls: 3.0681, loss: 3.0681, grad_norm: 2.8482 2020-10-24 11:31:15,887 - mmaction - INFO - Epoch [43][1260/1712] lr: 1.000e-03, eta: 1 day, 8:13:46, time: 1.079, data_time: 0.010, memory: 5822, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.8934 2020-10-24 11:31:37,741 - mmaction - INFO - Epoch [43][1280/1712] lr: 1.000e-03, eta: 1 day, 8:13:20, time: 1.095, data_time: 0.005, memory: 5822, loss_cls: 3.1091, loss: 3.1091, grad_norm: 2.9398 2020-10-24 11:32:00,177 - mmaction - INFO - Epoch [43][1300/1712] lr: 1.000e-03, eta: 1 day, 8:12:54, time: 1.120, data_time: 0.007, memory: 5822, loss_cls: 3.0327, loss: 3.0327, grad_norm: 2.9646 2020-10-24 11:32:22,372 - mmaction - INFO - Epoch [43][1320/1712] lr: 1.000e-03, eta: 1 day, 8:12:29, time: 1.104, data_time: 0.006, memory: 5822, loss_cls: 3.0755, loss: 3.0755, grad_norm: 2.8743 2020-10-24 11:32:44,717 - mmaction - INFO - Epoch [43][1340/1712] lr: 1.000e-03, eta: 1 day, 8:12:03, time: 1.120, data_time: 0.012, memory: 5822, loss_cls: 3.1561, loss: 3.1561, grad_norm: 2.9490 2020-10-24 11:33:06,495 - mmaction - INFO - Epoch [43][1360/1712] lr: 1.000e-03, eta: 1 day, 8:11:37, time: 1.093, data_time: 0.009, memory: 5822, loss_cls: 3.0351, loss: 3.0351, grad_norm: 2.9204 2020-10-24 11:33:28,504 - mmaction - INFO - Epoch [43][1380/1712] lr: 1.000e-03, eta: 1 day, 8:11:11, time: 1.099, data_time: 0.005, memory: 5822, loss_cls: 3.0740, loss: 3.0740, grad_norm: 2.8978 2020-10-24 11:33:49,867 - mmaction - INFO - Epoch [43][1400/1712] lr: 1.000e-03, eta: 1 day, 8:10:45, time: 1.072, data_time: 0.006, memory: 5822, loss_cls: 3.0761, loss: 3.0761, grad_norm: 2.9492 2020-10-24 11:34:12,442 - mmaction - INFO - Epoch [43][1420/1712] lr: 1.000e-03, eta: 1 day, 8:10:19, time: 1.127, data_time: 0.002, memory: 5822, loss_cls: 3.0423, loss: 3.0423, grad_norm: 2.8826 2020-10-24 11:34:35,125 - mmaction - INFO - Epoch [43][1440/1712] lr: 1.000e-03, eta: 1 day, 8:09:54, time: 1.131, data_time: 0.003, memory: 5822, loss_cls: 3.0724, loss: 3.0724, grad_norm: 2.9720 2020-10-24 11:34:56,232 - mmaction - INFO - Epoch [43][1460/1712] lr: 1.000e-03, eta: 1 day, 8:09:27, time: 1.059, data_time: 0.006, memory: 5822, loss_cls: 3.0859, loss: 3.0859, grad_norm: 2.9673 2020-10-24 11:35:18,932 - mmaction - INFO - Epoch [43][1480/1712] lr: 1.000e-03, eta: 1 day, 8:09:02, time: 1.135, data_time: 0.003, memory: 5822, loss_cls: 3.0313, loss: 3.0313, grad_norm: 2.9298 2020-10-24 11:35:40,232 - mmaction - INFO - Epoch [43][1500/1712] lr: 1.000e-03, eta: 1 day, 8:08:35, time: 1.062, data_time: 0.005, memory: 5822, loss_cls: 3.0598, loss: 3.0598, grad_norm: 2.9282 2020-10-24 11:36:01,735 - mmaction - INFO - Epoch [43][1520/1712] lr: 1.000e-03, eta: 1 day, 8:08:09, time: 1.076, data_time: 0.005, memory: 5822, loss_cls: 3.0678, loss: 3.0678, grad_norm: 2.9076 2020-10-24 11:36:23,914 - mmaction - INFO - Epoch [43][1540/1712] lr: 1.000e-03, eta: 1 day, 8:07:43, time: 1.108, data_time: 0.005, memory: 5822, loss_cls: 3.1202, loss: 3.1202, grad_norm: 2.9970 2020-10-24 11:36:46,533 - mmaction - INFO - Epoch [43][1560/1712] lr: 1.000e-03, eta: 1 day, 8:07:18, time: 1.119, data_time: 0.008, memory: 5822, loss_cls: 3.1154, loss: 3.1154, grad_norm: 2.9975 2020-10-24 11:37:07,934 - mmaction - INFO - Epoch [43][1580/1712] lr: 1.000e-03, eta: 1 day, 8:06:51, time: 1.076, data_time: 0.018, memory: 5822, loss_cls: 3.0658, loss: 3.0658, grad_norm: 2.9633 2020-10-24 11:37:29,714 - mmaction - INFO - Epoch [43][1600/1712] lr: 1.000e-03, eta: 1 day, 8:06:25, time: 1.088, data_time: 0.012, memory: 5822, loss_cls: 3.0512, loss: 3.0512, grad_norm: 2.9167 2020-10-24 11:37:52,076 - mmaction - INFO - Epoch [43][1620/1712] lr: 1.000e-03, eta: 1 day, 8:06:00, time: 1.119, data_time: 0.015, memory: 5822, loss_cls: 3.0533, loss: 3.0533, grad_norm: 2.9672 2020-10-24 11:38:13,959 - mmaction - INFO - Epoch [43][1640/1712] lr: 1.000e-03, eta: 1 day, 8:05:34, time: 1.101, data_time: 0.011, memory: 5822, loss_cls: 3.0789, loss: 3.0789, grad_norm: 2.9614 2020-10-24 11:38:35,422 - mmaction - INFO - Epoch [43][1660/1712] lr: 1.000e-03, eta: 1 day, 8:05:07, time: 1.070, data_time: 0.003, memory: 5822, loss_cls: 3.0435, loss: 3.0435, grad_norm: 2.8584 2020-10-24 11:38:57,394 - mmaction - INFO - Epoch [43][1680/1712] lr: 1.000e-03, eta: 1 day, 8:04:42, time: 1.101, data_time: 0.008, memory: 5822, loss_cls: 3.0754, loss: 3.0754, grad_norm: 2.9828 2020-10-24 11:39:19,754 - mmaction - INFO - Epoch [43][1700/1712] lr: 1.000e-03, eta: 1 day, 8:04:16, time: 1.121, data_time: 0.010, memory: 5822, loss_cls: 3.1037, loss: 3.1037, grad_norm: 3.0019 2020-10-24 11:40:13,782 - mmaction - INFO - Epoch [44][20/1712] lr: 1.000e-03, eta: 1 day, 8:03:42, time: 2.012, data_time: 1.369, memory: 5822, loss_cls: 3.0328, loss: 3.0328, grad_norm: 2.9193 2020-10-24 11:40:37,712 - mmaction - INFO - Epoch [44][40/1712] lr: 1.000e-03, eta: 1 day, 8:03:18, time: 1.203, data_time: 0.138, memory: 5822, loss_cls: 3.1215, loss: 3.1215, grad_norm: 2.9812 2020-10-24 11:41:01,432 - mmaction - INFO - Epoch [44][60/1712] lr: 1.000e-03, eta: 1 day, 8:02:55, time: 1.179, data_time: 0.002, memory: 5822, loss_cls: 3.0426, loss: 3.0426, grad_norm: 2.8855 2020-10-24 11:41:24,686 - mmaction - INFO - Epoch [44][80/1712] lr: 1.000e-03, eta: 1 day, 8:02:31, time: 1.168, data_time: 0.009, memory: 5822, loss_cls: 3.0541, loss: 3.0541, grad_norm: 2.9535 2020-10-24 11:41:46,527 - mmaction - INFO - Epoch [44][100/1712] lr: 1.000e-03, eta: 1 day, 8:02:05, time: 1.094, data_time: 0.004, memory: 5822, loss_cls: 3.0743, loss: 3.0743, grad_norm: 2.9515 2020-10-24 11:42:08,868 - mmaction - INFO - Epoch [44][120/1712] lr: 1.000e-03, eta: 1 day, 8:01:39, time: 1.112, data_time: 0.007, memory: 5822, loss_cls: 3.0760, loss: 3.0760, grad_norm: 2.9543 2020-10-24 11:42:31,167 - mmaction - INFO - Epoch [44][140/1712] lr: 1.000e-03, eta: 1 day, 8:01:13, time: 1.101, data_time: 0.015, memory: 5822, loss_cls: 3.1139, loss: 3.1139, grad_norm: 2.9317 2020-10-24 11:42:52,612 - mmaction - INFO - Epoch [44][160/1712] lr: 1.000e-03, eta: 1 day, 8:00:47, time: 1.087, data_time: 0.019, memory: 5822, loss_cls: 3.0717, loss: 3.0717, grad_norm: 2.9156 2020-10-24 11:43:15,046 - mmaction - INFO - Epoch [44][180/1712] lr: 1.000e-03, eta: 1 day, 8:00:22, time: 1.125, data_time: 0.006, memory: 5822, loss_cls: 3.0553, loss: 3.0553, grad_norm: 2.9381 2020-10-24 11:43:36,472 - mmaction - INFO - Epoch [44][200/1712] lr: 1.000e-03, eta: 1 day, 7:59:55, time: 1.071, data_time: 0.002, memory: 5822, loss_cls: 3.0915, loss: 3.0915, grad_norm: 2.9573 2020-10-24 11:43:59,084 - mmaction - INFO - Epoch [44][220/1712] lr: 1.000e-03, eta: 1 day, 7:59:30, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 3.0584, loss: 3.0584, grad_norm: 2.9447 2020-10-24 11:44:21,551 - mmaction - INFO - Epoch [44][240/1712] lr: 1.000e-03, eta: 1 day, 7:59:05, time: 1.131, data_time: 0.013, memory: 5822, loss_cls: 3.0990, loss: 3.0990, grad_norm: 2.9431 2020-10-24 11:44:42,750 - mmaction - INFO - Epoch [44][260/1712] lr: 1.000e-03, eta: 1 day, 7:58:38, time: 1.063, data_time: 0.007, memory: 5822, loss_cls: 3.0323, loss: 3.0323, grad_norm: 2.8653 2020-10-24 11:45:04,815 - mmaction - INFO - Epoch [44][280/1712] lr: 1.000e-03, eta: 1 day, 7:58:12, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 3.1070, loss: 3.1070, grad_norm: 2.9434 2020-10-24 11:45:26,635 - mmaction - INFO - Epoch [44][300/1712] lr: 1.000e-03, eta: 1 day, 7:57:46, time: 1.092, data_time: 0.006, memory: 5822, loss_cls: 3.0855, loss: 3.0855, grad_norm: 2.9516 2020-10-24 11:45:48,834 - mmaction - INFO - Epoch [44][320/1712] lr: 1.000e-03, eta: 1 day, 7:57:21, time: 1.108, data_time: 0.005, memory: 5822, loss_cls: 3.0782, loss: 3.0782, grad_norm: 2.9416 2020-10-24 11:46:10,808 - mmaction - INFO - Epoch [44][340/1712] lr: 1.000e-03, eta: 1 day, 7:56:55, time: 1.103, data_time: 0.008, memory: 5822, loss_cls: 3.0495, loss: 3.0495, grad_norm: 2.9622 2020-10-24 11:46:32,719 - mmaction - INFO - Epoch [44][360/1712] lr: 1.000e-03, eta: 1 day, 7:56:29, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.0620, loss: 3.0620, grad_norm: 2.9044 2020-10-24 11:46:54,684 - mmaction - INFO - Epoch [44][380/1712] lr: 1.000e-03, eta: 1 day, 7:56:03, time: 1.101, data_time: 0.010, memory: 5822, loss_cls: 3.0252, loss: 3.0252, grad_norm: 2.9215 2020-10-24 11:47:16,432 - mmaction - INFO - Epoch [44][400/1712] lr: 1.000e-03, eta: 1 day, 7:55:37, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 3.0791, loss: 3.0791, grad_norm: 2.9460 2020-10-24 11:47:38,018 - mmaction - INFO - Epoch [44][420/1712] lr: 1.000e-03, eta: 1 day, 7:55:10, time: 1.079, data_time: 0.004, memory: 5822, loss_cls: 3.0671, loss: 3.0671, grad_norm: 2.8906 2020-10-24 11:47:59,921 - mmaction - INFO - Epoch [44][440/1712] lr: 1.000e-03, eta: 1 day, 7:54:44, time: 1.084, data_time: 0.008, memory: 5822, loss_cls: 3.0469, loss: 3.0469, grad_norm: 2.9476 2020-10-24 11:48:21,765 - mmaction - INFO - Epoch [44][460/1712] lr: 1.000e-03, eta: 1 day, 7:54:18, time: 1.103, data_time: 0.018, memory: 5822, loss_cls: 3.0314, loss: 3.0314, grad_norm: 2.9615 2020-10-24 11:48:43,866 - mmaction - INFO - Epoch [44][480/1712] lr: 1.000e-03, eta: 1 day, 7:53:53, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 3.0588, loss: 3.0588, grad_norm: 2.9263 2020-10-24 11:49:05,956 - mmaction - INFO - Epoch [44][500/1712] lr: 1.000e-03, eta: 1 day, 7:53:27, time: 1.107, data_time: 0.009, memory: 5822, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.9100 2020-10-24 11:49:28,786 - mmaction - INFO - Epoch [44][520/1712] lr: 1.000e-03, eta: 1 day, 7:53:02, time: 1.142, data_time: 0.008, memory: 5822, loss_cls: 3.0319, loss: 3.0319, grad_norm: 2.9237 2020-10-24 11:49:49,942 - mmaction - INFO - Epoch [44][540/1712] lr: 1.000e-03, eta: 1 day, 7:52:35, time: 1.059, data_time: 0.006, memory: 5822, loss_cls: 3.0462, loss: 3.0462, grad_norm: 2.8938 2020-10-24 11:50:12,001 - mmaction - INFO - Epoch [44][560/1712] lr: 1.000e-03, eta: 1 day, 7:52:10, time: 1.098, data_time: 0.008, memory: 5822, loss_cls: 3.0700, loss: 3.0700, grad_norm: 2.9185 2020-10-24 11:50:34,175 - mmaction - INFO - Epoch [44][580/1712] lr: 1.000e-03, eta: 1 day, 7:51:44, time: 1.115, data_time: 0.010, memory: 5822, loss_cls: 3.0668, loss: 3.0668, grad_norm: 2.9166 2020-10-24 11:50:56,053 - mmaction - INFO - Epoch [44][600/1712] lr: 1.000e-03, eta: 1 day, 7:51:18, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 3.1090, loss: 3.1090, grad_norm: 3.0151 2020-10-24 11:51:18,325 - mmaction - INFO - Epoch [44][620/1712] lr: 1.000e-03, eta: 1 day, 7:50:53, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 3.0948, loss: 3.0948, grad_norm: 2.9732 2020-10-24 11:51:40,015 - mmaction - INFO - Epoch [44][640/1712] lr: 1.000e-03, eta: 1 day, 7:50:26, time: 1.081, data_time: 0.003, memory: 5822, loss_cls: 3.1010, loss: 3.1010, grad_norm: 3.0047 2020-10-24 11:52:01,951 - mmaction - INFO - Epoch [44][660/1712] lr: 1.000e-03, eta: 1 day, 7:50:00, time: 1.093, data_time: 0.008, memory: 5822, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.9379 2020-10-24 11:52:23,717 - mmaction - INFO - Epoch [44][680/1712] lr: 1.000e-03, eta: 1 day, 7:49:34, time: 1.088, data_time: 0.011, memory: 5822, loss_cls: 3.1022, loss: 3.1022, grad_norm: 2.9863 2020-10-24 11:52:45,733 - mmaction - INFO - Epoch [44][700/1712] lr: 1.000e-03, eta: 1 day, 7:49:09, time: 1.102, data_time: 0.012, memory: 5822, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.9658 2020-10-24 11:53:08,176 - mmaction - INFO - Epoch [44][720/1712] lr: 1.000e-03, eta: 1 day, 7:48:43, time: 1.128, data_time: 0.010, memory: 5822, loss_cls: 3.0334, loss: 3.0334, grad_norm: 2.9800 2020-10-24 11:53:29,949 - mmaction - INFO - Epoch [44][740/1712] lr: 1.000e-03, eta: 1 day, 7:48:17, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.9696 2020-10-24 11:53:52,646 - mmaction - INFO - Epoch [44][760/1712] lr: 1.000e-03, eta: 1 day, 7:47:52, time: 1.127, data_time: 0.005, memory: 5822, loss_cls: 3.0912, loss: 3.0912, grad_norm: 3.0007 2020-10-24 11:54:14,767 - mmaction - INFO - Epoch [44][780/1712] lr: 1.000e-03, eta: 1 day, 7:47:27, time: 1.117, data_time: 0.012, memory: 5822, loss_cls: 3.0500, loss: 3.0500, grad_norm: 2.9732 2020-10-24 11:54:36,661 - mmaction - INFO - Epoch [44][800/1712] lr: 1.000e-03, eta: 1 day, 7:47:01, time: 1.089, data_time: 0.005, memory: 5822, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.9828 2020-10-24 11:54:58,205 - mmaction - INFO - Epoch [44][820/1712] lr: 1.000e-03, eta: 1 day, 7:46:35, time: 1.080, data_time: 0.010, memory: 5822, loss_cls: 3.0336, loss: 3.0336, grad_norm: 2.8671 2020-10-24 11:55:20,732 - mmaction - INFO - Epoch [44][840/1712] lr: 1.000e-03, eta: 1 day, 7:46:09, time: 1.127, data_time: 0.005, memory: 5822, loss_cls: 3.0646, loss: 3.0646, grad_norm: 2.8730 2020-10-24 11:55:42,365 - mmaction - INFO - Epoch [44][860/1712] lr: 1.000e-03, eta: 1 day, 7:45:43, time: 1.081, data_time: 0.003, memory: 5822, loss_cls: 3.1187, loss: 3.1187, grad_norm: 2.9978 2020-10-24 11:56:04,223 - mmaction - INFO - Epoch [44][880/1712] lr: 1.000e-03, eta: 1 day, 7:45:17, time: 1.094, data_time: 0.007, memory: 5822, loss_cls: 3.0429, loss: 3.0429, grad_norm: 2.9050 2020-10-24 11:56:26,224 - mmaction - INFO - Epoch [44][900/1712] lr: 1.000e-03, eta: 1 day, 7:44:51, time: 1.100, data_time: 0.004, memory: 5822, loss_cls: 3.0835, loss: 3.0835, grad_norm: 3.0175 2020-10-24 11:56:48,662 - mmaction - INFO - Epoch [44][920/1712] lr: 1.000e-03, eta: 1 day, 7:44:26, time: 1.123, data_time: 0.005, memory: 5822, loss_cls: 3.0920, loss: 3.0920, grad_norm: 2.9820 2020-10-24 11:57:10,769 - mmaction - INFO - Epoch [44][940/1712] lr: 1.000e-03, eta: 1 day, 7:44:01, time: 1.106, data_time: 0.004, memory: 5822, loss_cls: 3.0440, loss: 3.0440, grad_norm: 2.9174 2020-10-24 11:57:33,200 - mmaction - INFO - Epoch [44][960/1712] lr: 1.000e-03, eta: 1 day, 7:43:35, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 3.0412, loss: 3.0412, grad_norm: 2.9651 2020-10-24 11:57:54,448 - mmaction - INFO - Epoch [44][980/1712] lr: 1.000e-03, eta: 1 day, 7:43:09, time: 1.061, data_time: 0.005, memory: 5822, loss_cls: 3.0036, loss: 3.0036, grad_norm: 2.9317 2020-10-24 11:58:16,052 - mmaction - INFO - Epoch [44][1000/1712] lr: 1.000e-03, eta: 1 day, 7:42:42, time: 1.083, data_time: 0.006, memory: 5822, loss_cls: 3.0701, loss: 3.0701, grad_norm: 3.0039 2020-10-24 11:58:37,669 - mmaction - INFO - Epoch [44][1020/1712] lr: 1.000e-03, eta: 1 day, 7:42:16, time: 1.073, data_time: 0.002, memory: 5822, loss_cls: 3.0731, loss: 3.0731, grad_norm: 2.8976 2020-10-24 11:58:59,746 - mmaction - INFO - Epoch [44][1040/1712] lr: 1.000e-03, eta: 1 day, 7:41:51, time: 1.112, data_time: 0.009, memory: 5822, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.9834 2020-10-24 11:59:21,900 - mmaction - INFO - Epoch [44][1060/1712] lr: 1.000e-03, eta: 1 day, 7:41:25, time: 1.108, data_time: 0.009, memory: 5822, loss_cls: 3.0828, loss: 3.0828, grad_norm: 2.9939 2020-10-24 11:59:44,500 - mmaction - INFO - Epoch [44][1080/1712] lr: 1.000e-03, eta: 1 day, 7:41:00, time: 1.130, data_time: 0.003, memory: 5822, loss_cls: 3.0561, loss: 3.0561, grad_norm: 2.9568 2020-10-24 12:00:06,837 - mmaction - INFO - Epoch [44][1100/1712] lr: 1.000e-03, eta: 1 day, 7:40:35, time: 1.114, data_time: 0.002, memory: 5822, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.9270 2020-10-24 12:00:29,539 - mmaction - INFO - Epoch [44][1120/1712] lr: 1.000e-03, eta: 1 day, 7:40:10, time: 1.137, data_time: 0.005, memory: 5822, loss_cls: 3.0342, loss: 3.0342, grad_norm: 2.9338 2020-10-24 12:00:50,927 - mmaction - INFO - Epoch [44][1140/1712] lr: 1.000e-03, eta: 1 day, 7:39:43, time: 1.069, data_time: 0.004, memory: 5822, loss_cls: 3.0498, loss: 3.0498, grad_norm: 2.9389 2020-10-24 12:01:12,909 - mmaction - INFO - Epoch [44][1160/1712] lr: 1.000e-03, eta: 1 day, 7:39:17, time: 1.099, data_time: 0.007, memory: 5822, loss_cls: 3.0898, loss: 3.0898, grad_norm: 3.0109 2020-10-24 12:01:35,511 - mmaction - INFO - Epoch [44][1180/1712] lr: 1.000e-03, eta: 1 day, 7:38:52, time: 1.124, data_time: 0.005, memory: 5822, loss_cls: 3.0781, loss: 3.0781, grad_norm: 3.0200 2020-10-24 12:01:57,540 - mmaction - INFO - Epoch [44][1200/1712] lr: 1.000e-03, eta: 1 day, 7:38:27, time: 1.105, data_time: 0.012, memory: 5822, loss_cls: 3.0883, loss: 3.0883, grad_norm: 3.0048 2020-10-24 12:02:18,967 - mmaction - INFO - Epoch [44][1220/1712] lr: 1.000e-03, eta: 1 day, 7:38:00, time: 1.076, data_time: 0.009, memory: 5822, loss_cls: 3.0630, loss: 3.0630, grad_norm: 2.9672 2020-10-24 12:02:41,023 - mmaction - INFO - Epoch [44][1240/1712] lr: 1.000e-03, eta: 1 day, 7:37:35, time: 1.102, data_time: 0.003, memory: 5822, loss_cls: 3.0765, loss: 3.0765, grad_norm: 2.9546 2020-10-24 12:03:03,238 - mmaction - INFO - Epoch [44][1260/1712] lr: 1.000e-03, eta: 1 day, 7:37:09, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 3.0494, loss: 3.0494, grad_norm: 2.9033 2020-10-24 12:03:25,753 - mmaction - INFO - Epoch [44][1280/1712] lr: 1.000e-03, eta: 1 day, 7:36:44, time: 1.123, data_time: 0.005, memory: 5822, loss_cls: 3.0452, loss: 3.0452, grad_norm: 2.9114 2020-10-24 12:03:47,754 - mmaction - INFO - Epoch [44][1300/1712] lr: 1.000e-03, eta: 1 day, 7:36:18, time: 1.101, data_time: 0.006, memory: 5822, loss_cls: 3.0465, loss: 3.0465, grad_norm: 2.9957 2020-10-24 12:04:09,748 - mmaction - INFO - Epoch [44][1320/1712] lr: 1.000e-03, eta: 1 day, 7:35:53, time: 1.096, data_time: 0.006, memory: 5822, loss_cls: 3.0654, loss: 3.0654, grad_norm: 2.9631 2020-10-24 12:04:31,611 - mmaction - INFO - Epoch [44][1340/1712] lr: 1.000e-03, eta: 1 day, 7:35:27, time: 1.099, data_time: 0.009, memory: 5822, loss_cls: 3.0851, loss: 3.0851, grad_norm: 2.9892 2020-10-24 12:04:54,010 - mmaction - INFO - Epoch [44][1360/1712] lr: 1.000e-03, eta: 1 day, 7:35:02, time: 1.120, data_time: 0.007, memory: 5822, loss_cls: 3.0978, loss: 3.0978, grad_norm: 2.9542 2020-10-24 12:05:16,739 - mmaction - INFO - Epoch [44][1380/1712] lr: 1.000e-03, eta: 1 day, 7:34:37, time: 1.130, data_time: 0.002, memory: 5822, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.9799 2020-10-24 12:05:38,974 - mmaction - INFO - Epoch [44][1400/1712] lr: 1.000e-03, eta: 1 day, 7:34:11, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 3.0863, loss: 3.0863, grad_norm: 2.9781 2020-10-24 12:06:00,679 - mmaction - INFO - Epoch [44][1420/1712] lr: 1.000e-03, eta: 1 day, 7:33:45, time: 1.085, data_time: 0.008, memory: 5822, loss_cls: 3.0603, loss: 3.0603, grad_norm: 2.9473 2020-10-24 12:06:22,477 - mmaction - INFO - Epoch [44][1440/1712] lr: 1.000e-03, eta: 1 day, 7:33:19, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.0166, loss: 3.0166, grad_norm: 2.9842 2020-10-24 12:06:45,120 - mmaction - INFO - Epoch [44][1460/1712] lr: 1.000e-03, eta: 1 day, 7:32:54, time: 1.132, data_time: 0.003, memory: 5822, loss_cls: 3.0251, loss: 3.0251, grad_norm: 2.9703 2020-10-24 12:07:06,748 - mmaction - INFO - Epoch [44][1480/1712] lr: 1.000e-03, eta: 1 day, 7:32:28, time: 1.076, data_time: 0.002, memory: 5822, loss_cls: 3.1002, loss: 3.1002, grad_norm: 2.9999 2020-10-24 12:07:28,483 - mmaction - INFO - Epoch [44][1500/1712] lr: 1.000e-03, eta: 1 day, 7:32:02, time: 1.092, data_time: 0.013, memory: 5822, loss_cls: 3.0770, loss: 3.0770, grad_norm: 2.9706 2020-10-24 12:07:50,378 - mmaction - INFO - Epoch [44][1520/1712] lr: 1.000e-03, eta: 1 day, 7:31:36, time: 1.085, data_time: 0.001, memory: 5822, loss_cls: 3.0071, loss: 3.0071, grad_norm: 2.9068 2020-10-24 12:08:12,665 - mmaction - INFO - Epoch [44][1540/1712] lr: 1.000e-03, eta: 1 day, 7:31:11, time: 1.120, data_time: 0.015, memory: 5822, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.9774 2020-10-24 12:08:34,740 - mmaction - INFO - Epoch [44][1560/1712] lr: 1.000e-03, eta: 1 day, 7:30:45, time: 1.105, data_time: 0.006, memory: 5822, loss_cls: 3.0573, loss: 3.0573, grad_norm: 2.9254 2020-10-24 12:08:56,761 - mmaction - INFO - Epoch [44][1580/1712] lr: 1.000e-03, eta: 1 day, 7:30:20, time: 1.103, data_time: 0.005, memory: 5822, loss_cls: 3.0326, loss: 3.0326, grad_norm: 2.9523 2020-10-24 12:09:18,440 - mmaction - INFO - Epoch [44][1600/1712] lr: 1.000e-03, eta: 1 day, 7:29:53, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.0387, loss: 3.0387, grad_norm: 2.9384 2020-10-24 12:09:40,633 - mmaction - INFO - Epoch [44][1620/1712] lr: 1.000e-03, eta: 1 day, 7:29:28, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 2.9944, loss: 2.9944, grad_norm: 2.9852 2020-10-24 12:10:02,900 - mmaction - INFO - Epoch [44][1640/1712] lr: 1.000e-03, eta: 1 day, 7:29:03, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 3.0771, loss: 3.0771, grad_norm: 2.9490 2020-10-24 12:10:25,809 - mmaction - INFO - Epoch [44][1660/1712] lr: 1.000e-03, eta: 1 day, 7:28:38, time: 1.141, data_time: 0.004, memory: 5822, loss_cls: 3.0610, loss: 3.0610, grad_norm: 2.9644 2020-10-24 12:10:48,185 - mmaction - INFO - Epoch [44][1680/1712] lr: 1.000e-03, eta: 1 day, 7:28:13, time: 1.125, data_time: 0.008, memory: 5822, loss_cls: 3.0577, loss: 3.0577, grad_norm: 3.0357 2020-10-24 12:11:10,893 - mmaction - INFO - Epoch [44][1700/1712] lr: 1.000e-03, eta: 1 day, 7:27:48, time: 1.132, data_time: 0.003, memory: 5822, loss_cls: 3.0846, loss: 3.0846, grad_norm: 2.9702 2020-10-24 12:12:03,391 - mmaction - INFO - Epoch [45][20/1712] lr: 1.000e-03, eta: 1 day, 7:27:11, time: 1.908, data_time: 1.388, memory: 5822, loss_cls: 3.0718, loss: 3.0718, grad_norm: 2.9369 2020-10-24 12:12:27,010 - mmaction - INFO - Epoch [45][40/1712] lr: 1.000e-03, eta: 1 day, 7:26:47, time: 1.191, data_time: 0.597, memory: 5822, loss_cls: 3.0940, loss: 3.0940, grad_norm: 3.0185 2020-10-24 12:12:49,972 - mmaction - INFO - Epoch [45][60/1712] lr: 1.000e-03, eta: 1 day, 7:26:23, time: 1.148, data_time: 0.579, memory: 5822, loss_cls: 3.0554, loss: 3.0554, grad_norm: 2.9929 2020-10-24 12:13:13,280 - mmaction - INFO - Epoch [45][80/1712] lr: 1.000e-03, eta: 1 day, 7:25:59, time: 1.166, data_time: 0.589, memory: 5822, loss_cls: 3.0948, loss: 3.0948, grad_norm: 2.9195 2020-10-24 12:13:36,696 - mmaction - INFO - Epoch [45][100/1712] lr: 1.000e-03, eta: 1 day, 7:25:35, time: 1.170, data_time: 0.570, memory: 5822, loss_cls: 3.0519, loss: 3.0519, grad_norm: 3.0319 2020-10-24 12:13:59,021 - mmaction - INFO - Epoch [45][120/1712] lr: 1.000e-03, eta: 1 day, 7:25:10, time: 1.114, data_time: 0.485, memory: 5822, loss_cls: 3.0760, loss: 3.0760, grad_norm: 3.0295 2020-10-24 12:14:20,734 - mmaction - INFO - Epoch [45][140/1712] lr: 1.000e-03, eta: 1 day, 7:24:43, time: 1.082, data_time: 0.442, memory: 5822, loss_cls: 3.0856, loss: 3.0856, grad_norm: 3.0076 2020-10-24 12:14:42,917 - mmaction - INFO - Epoch [45][160/1712] lr: 1.000e-03, eta: 1 day, 7:24:18, time: 1.116, data_time: 0.506, memory: 5822, loss_cls: 3.0996, loss: 3.0996, grad_norm: 3.0286 2020-10-24 12:15:04,738 - mmaction - INFO - Epoch [45][180/1712] lr: 1.000e-03, eta: 1 day, 7:23:52, time: 1.079, data_time: 0.466, memory: 5822, loss_cls: 3.0874, loss: 3.0874, grad_norm: 2.9992 2020-10-24 12:15:26,321 - mmaction - INFO - Epoch [45][200/1712] lr: 1.000e-03, eta: 1 day, 7:23:26, time: 1.091, data_time: 0.466, memory: 5822, loss_cls: 3.0671, loss: 3.0671, grad_norm: 2.9818 2020-10-24 12:15:48,855 - mmaction - INFO - Epoch [45][220/1712] lr: 1.000e-03, eta: 1 day, 7:23:01, time: 1.121, data_time: 0.513, memory: 5822, loss_cls: 3.0498, loss: 3.0498, grad_norm: 2.9404 2020-10-24 12:16:11,209 - mmaction - INFO - Epoch [45][240/1712] lr: 1.000e-03, eta: 1 day, 7:22:36, time: 1.122, data_time: 0.494, memory: 5822, loss_cls: 3.0347, loss: 3.0347, grad_norm: 2.9335 2020-10-24 12:16:33,907 - mmaction - INFO - Epoch [45][260/1712] lr: 1.000e-03, eta: 1 day, 7:22:11, time: 1.135, data_time: 0.490, memory: 5822, loss_cls: 3.0283, loss: 3.0283, grad_norm: 2.9421 2020-10-24 12:16:55,765 - mmaction - INFO - Epoch [45][280/1712] lr: 1.000e-03, eta: 1 day, 7:21:45, time: 1.093, data_time: 0.429, memory: 5822, loss_cls: 3.0094, loss: 3.0094, grad_norm: 2.9072 2020-10-24 12:17:18,509 - mmaction - INFO - Epoch [45][300/1712] lr: 1.000e-03, eta: 1 day, 7:21:20, time: 1.137, data_time: 0.453, memory: 5822, loss_cls: 3.0486, loss: 3.0486, grad_norm: 2.9677 2020-10-24 12:17:41,450 - mmaction - INFO - Epoch [45][320/1712] lr: 1.000e-03, eta: 1 day, 7:20:56, time: 1.141, data_time: 0.494, memory: 5822, loss_cls: 3.0825, loss: 3.0825, grad_norm: 3.0253 2020-10-24 12:18:03,550 - mmaction - INFO - Epoch [45][340/1712] lr: 1.000e-03, eta: 1 day, 7:20:30, time: 1.110, data_time: 0.459, memory: 5822, loss_cls: 3.0835, loss: 3.0835, grad_norm: 2.9657 2020-10-24 12:18:25,242 - mmaction - INFO - Epoch [45][360/1712] lr: 1.000e-03, eta: 1 day, 7:20:04, time: 1.086, data_time: 0.489, memory: 5822, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.9736 2020-10-24 12:18:46,496 - mmaction - INFO - Epoch [45][380/1712] lr: 1.000e-03, eta: 1 day, 7:19:38, time: 1.063, data_time: 0.439, memory: 5822, loss_cls: 3.0703, loss: 3.0703, grad_norm: 2.9627 2020-10-24 12:19:08,246 - mmaction - INFO - Epoch [45][400/1712] lr: 1.000e-03, eta: 1 day, 7:19:12, time: 1.086, data_time: 0.452, memory: 5822, loss_cls: 3.0542, loss: 3.0542, grad_norm: 2.9670 2020-10-24 12:19:29,560 - mmaction - INFO - Epoch [45][420/1712] lr: 1.000e-03, eta: 1 day, 7:18:45, time: 1.062, data_time: 0.444, memory: 5822, loss_cls: 3.0060, loss: 3.0060, grad_norm: 2.9552 2020-10-24 12:19:51,265 - mmaction - INFO - Epoch [45][440/1712] lr: 1.000e-03, eta: 1 day, 7:18:19, time: 1.088, data_time: 0.457, memory: 5822, loss_cls: 3.0767, loss: 3.0767, grad_norm: 3.0210 2020-10-24 12:20:13,224 - mmaction - INFO - Epoch [45][460/1712] lr: 1.000e-03, eta: 1 day, 7:17:53, time: 1.095, data_time: 0.475, memory: 5822, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.9741 2020-10-24 12:20:35,132 - mmaction - INFO - Epoch [45][480/1712] lr: 1.000e-03, eta: 1 day, 7:17:27, time: 1.093, data_time: 0.463, memory: 5822, loss_cls: 3.0610, loss: 3.0610, grad_norm: 2.9932 2020-10-24 12:20:57,179 - mmaction - INFO - Epoch [45][500/1712] lr: 1.000e-03, eta: 1 day, 7:17:02, time: 1.108, data_time: 0.476, memory: 5822, loss_cls: 3.1062, loss: 3.1062, grad_norm: 3.0342 2020-10-24 12:21:19,493 - mmaction - INFO - Epoch [45][520/1712] lr: 1.000e-03, eta: 1 day, 7:16:37, time: 1.109, data_time: 0.407, memory: 5822, loss_cls: 3.0392, loss: 3.0392, grad_norm: 3.0215 2020-10-24 12:21:41,488 - mmaction - INFO - Epoch [45][540/1712] lr: 1.000e-03, eta: 1 day, 7:16:11, time: 1.102, data_time: 0.491, memory: 5822, loss_cls: 3.0093, loss: 3.0093, grad_norm: 2.9350 2020-10-24 12:22:03,249 - mmaction - INFO - Epoch [45][560/1712] lr: 1.000e-03, eta: 1 day, 7:15:45, time: 1.092, data_time: 0.472, memory: 5822, loss_cls: 3.0296, loss: 3.0296, grad_norm: 2.9577 2020-10-24 12:22:25,381 - mmaction - INFO - Epoch [45][580/1712] lr: 1.000e-03, eta: 1 day, 7:15:20, time: 1.108, data_time: 0.433, memory: 5822, loss_cls: 3.0656, loss: 3.0656, grad_norm: 2.9698 2020-10-24 12:22:48,051 - mmaction - INFO - Epoch [45][600/1712] lr: 1.000e-03, eta: 1 day, 7:14:55, time: 1.129, data_time: 0.324, memory: 5822, loss_cls: 3.0813, loss: 3.0813, grad_norm: 2.9964 2020-10-24 12:23:10,863 - mmaction - INFO - Epoch [45][620/1712] lr: 1.000e-03, eta: 1 day, 7:14:30, time: 1.145, data_time: 0.118, memory: 5822, loss_cls: 3.1079, loss: 3.1079, grad_norm: 3.0131 2020-10-24 12:23:33,150 - mmaction - INFO - Epoch [45][640/1712] lr: 1.000e-03, eta: 1 day, 7:14:05, time: 1.113, data_time: 0.014, memory: 5822, loss_cls: 3.0488, loss: 3.0488, grad_norm: 2.9798 2020-10-24 12:23:55,945 - mmaction - INFO - Epoch [45][660/1712] lr: 1.000e-03, eta: 1 day, 7:13:40, time: 1.134, data_time: 0.005, memory: 5822, loss_cls: 3.0947, loss: 3.0947, grad_norm: 3.0163 2020-10-24 12:24:17,575 - mmaction - INFO - Epoch [45][680/1712] lr: 1.000e-03, eta: 1 day, 7:13:14, time: 1.086, data_time: 0.012, memory: 5822, loss_cls: 3.0070, loss: 3.0070, grad_norm: 2.9243 2020-10-24 12:24:39,427 - mmaction - INFO - Epoch [45][700/1712] lr: 1.000e-03, eta: 1 day, 7:12:48, time: 1.084, data_time: 0.005, memory: 5822, loss_cls: 3.0742, loss: 3.0742, grad_norm: 3.0568 2020-10-24 12:25:01,789 - mmaction - INFO - Epoch [45][720/1712] lr: 1.000e-03, eta: 1 day, 7:12:23, time: 1.121, data_time: 0.014, memory: 5822, loss_cls: 3.0112, loss: 3.0112, grad_norm: 2.8902 2020-10-24 12:25:24,213 - mmaction - INFO - Epoch [45][740/1712] lr: 1.000e-03, eta: 1 day, 7:11:58, time: 1.117, data_time: 0.012, memory: 5822, loss_cls: 3.0205, loss: 3.0205, grad_norm: 2.9199 2020-10-24 12:25:46,034 - mmaction - INFO - Epoch [45][760/1712] lr: 1.000e-03, eta: 1 day, 7:11:32, time: 1.103, data_time: 0.015, memory: 5822, loss_cls: 3.0716, loss: 3.0716, grad_norm: 2.9435 2020-10-24 12:26:08,435 - mmaction - INFO - Epoch [45][780/1712] lr: 1.000e-03, eta: 1 day, 7:11:07, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 3.0051, loss: 3.0051, grad_norm: 2.9431 2020-10-24 12:26:30,423 - mmaction - INFO - Epoch [45][800/1712] lr: 1.000e-03, eta: 1 day, 7:10:41, time: 1.108, data_time: 0.019, memory: 5822, loss_cls: 3.0399, loss: 3.0399, grad_norm: 2.9598 2020-10-24 12:26:52,419 - mmaction - INFO - Epoch [45][820/1712] lr: 1.000e-03, eta: 1 day, 7:10:16, time: 1.105, data_time: 0.008, memory: 5822, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.9924 2020-10-24 12:27:14,095 - mmaction - INFO - Epoch [45][840/1712] lr: 1.000e-03, eta: 1 day, 7:09:50, time: 1.082, data_time: 0.003, memory: 5822, loss_cls: 3.0682, loss: 3.0682, grad_norm: 2.9635 2020-10-24 12:27:36,471 - mmaction - INFO - Epoch [45][860/1712] lr: 1.000e-03, eta: 1 day, 7:09:25, time: 1.113, data_time: 0.003, memory: 5822, loss_cls: 3.1022, loss: 3.1022, grad_norm: 2.9902 2020-10-24 12:27:58,066 - mmaction - INFO - Epoch [45][880/1712] lr: 1.000e-03, eta: 1 day, 7:08:59, time: 1.084, data_time: 0.010, memory: 5822, loss_cls: 3.0481, loss: 3.0481, grad_norm: 3.0266 2020-10-24 12:28:20,218 - mmaction - INFO - Epoch [45][900/1712] lr: 1.000e-03, eta: 1 day, 7:08:33, time: 1.108, data_time: 0.008, memory: 5822, loss_cls: 3.0781, loss: 3.0781, grad_norm: 3.0533 2020-10-24 12:28:42,011 - mmaction - INFO - Epoch [45][920/1712] lr: 1.000e-03, eta: 1 day, 7:08:07, time: 1.090, data_time: 0.008, memory: 5822, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.9318 2020-10-24 12:29:04,071 - mmaction - INFO - Epoch [45][940/1712] lr: 1.000e-03, eta: 1 day, 7:07:42, time: 1.103, data_time: 0.003, memory: 5822, loss_cls: 3.1020, loss: 3.1020, grad_norm: 3.0079 2020-10-24 12:29:26,258 - mmaction - INFO - Epoch [45][960/1712] lr: 1.000e-03, eta: 1 day, 7:07:16, time: 1.109, data_time: 0.004, memory: 5822, loss_cls: 3.0380, loss: 3.0380, grad_norm: 3.0131 2020-10-24 12:29:47,576 - mmaction - INFO - Epoch [45][980/1712] lr: 1.000e-03, eta: 1 day, 7:06:50, time: 1.065, data_time: 0.006, memory: 5822, loss_cls: 2.9948, loss: 2.9948, grad_norm: 2.9928 2020-10-24 12:30:09,466 - mmaction - INFO - Epoch [45][1000/1712] lr: 1.000e-03, eta: 1 day, 7:06:24, time: 1.099, data_time: 0.015, memory: 5822, loss_cls: 3.0948, loss: 3.0948, grad_norm: 2.9958 2020-10-24 12:30:31,283 - mmaction - INFO - Epoch [45][1020/1712] lr: 1.000e-03, eta: 1 day, 7:05:58, time: 1.086, data_time: 0.001, memory: 5822, loss_cls: 3.0775, loss: 3.0775, grad_norm: 3.0454 2020-10-24 12:30:53,529 - mmaction - INFO - Epoch [45][1040/1712] lr: 1.000e-03, eta: 1 day, 7:05:33, time: 1.104, data_time: 0.006, memory: 5822, loss_cls: 3.0446, loss: 3.0446, grad_norm: 2.9677 2020-10-24 12:31:15,975 - mmaction - INFO - Epoch [45][1060/1712] lr: 1.000e-03, eta: 1 day, 7:05:08, time: 1.128, data_time: 0.013, memory: 5822, loss_cls: 3.0864, loss: 3.0864, grad_norm: 2.9364 2020-10-24 12:31:38,032 - mmaction - INFO - Epoch [45][1080/1712] lr: 1.000e-03, eta: 1 day, 7:04:42, time: 1.100, data_time: 0.011, memory: 5822, loss_cls: 3.0889, loss: 3.0889, grad_norm: 3.1125 2020-10-24 12:32:00,073 - mmaction - INFO - Epoch [45][1100/1712] lr: 1.000e-03, eta: 1 day, 7:04:17, time: 1.106, data_time: 0.010, memory: 5822, loss_cls: 3.0427, loss: 3.0427, grad_norm: 3.0285 2020-10-24 12:32:22,001 - mmaction - INFO - Epoch [45][1120/1712] lr: 1.000e-03, eta: 1 day, 7:03:51, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 3.0480, loss: 3.0480, grad_norm: 3.0049 2020-10-24 12:32:44,765 - mmaction - INFO - Epoch [45][1140/1712] lr: 1.000e-03, eta: 1 day, 7:03:27, time: 1.137, data_time: 0.004, memory: 5822, loss_cls: 3.0805, loss: 3.0805, grad_norm: 3.0795 2020-10-24 12:33:06,628 - mmaction - INFO - Epoch [45][1160/1712] lr: 1.000e-03, eta: 1 day, 7:03:01, time: 1.092, data_time: 0.005, memory: 5822, loss_cls: 3.0725, loss: 3.0725, grad_norm: 3.0117 2020-10-24 12:33:28,921 - mmaction - INFO - Epoch [45][1180/1712] lr: 1.000e-03, eta: 1 day, 7:02:35, time: 1.110, data_time: 0.006, memory: 5822, loss_cls: 3.0739, loss: 3.0739, grad_norm: 2.9598 2020-10-24 12:33:50,572 - mmaction - INFO - Epoch [45][1200/1712] lr: 1.000e-03, eta: 1 day, 7:02:10, time: 1.091, data_time: 0.013, memory: 5822, loss_cls: 3.0338, loss: 3.0338, grad_norm: 2.9701 2020-10-24 12:34:12,614 - mmaction - INFO - Epoch [45][1220/1712] lr: 1.000e-03, eta: 1 day, 7:01:44, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 3.0529, loss: 3.0529, grad_norm: 2.9645 2020-10-24 12:34:33,936 - mmaction - INFO - Epoch [45][1240/1712] lr: 1.000e-03, eta: 1 day, 7:01:18, time: 1.066, data_time: 0.006, memory: 5822, loss_cls: 3.0415, loss: 3.0415, grad_norm: 3.0670 2020-10-24 12:34:56,331 - mmaction - INFO - Epoch [45][1260/1712] lr: 1.000e-03, eta: 1 day, 7:00:52, time: 1.111, data_time: 0.006, memory: 5822, loss_cls: 3.0546, loss: 3.0546, grad_norm: 2.9537 2020-10-24 12:35:17,903 - mmaction - INFO - Epoch [45][1280/1712] lr: 1.000e-03, eta: 1 day, 7:00:26, time: 1.081, data_time: 0.015, memory: 5822, loss_cls: 3.0285, loss: 3.0285, grad_norm: 2.9503 2020-10-24 12:35:40,235 - mmaction - INFO - Epoch [45][1300/1712] lr: 1.000e-03, eta: 1 day, 7:00:01, time: 1.120, data_time: 0.013, memory: 5822, loss_cls: 3.0906, loss: 3.0906, grad_norm: 2.9907 2020-10-24 12:36:02,619 - mmaction - INFO - Epoch [45][1320/1712] lr: 1.000e-03, eta: 1 day, 6:59:36, time: 1.117, data_time: 0.009, memory: 5822, loss_cls: 3.0898, loss: 3.0898, grad_norm: 3.0454 2020-10-24 12:36:25,362 - mmaction - INFO - Epoch [45][1340/1712] lr: 1.000e-03, eta: 1 day, 6:59:11, time: 1.130, data_time: 0.010, memory: 5822, loss_cls: 3.1191, loss: 3.1191, grad_norm: 3.0586 2020-10-24 12:36:47,737 - mmaction - INFO - Epoch [45][1360/1712] lr: 1.000e-03, eta: 1 day, 6:58:46, time: 1.134, data_time: 0.021, memory: 5822, loss_cls: 3.0920, loss: 3.0920, grad_norm: 2.9950 2020-10-24 12:37:09,689 - mmaction - INFO - Epoch [45][1380/1712] lr: 1.000e-03, eta: 1 day, 6:58:20, time: 1.085, data_time: 0.002, memory: 5822, loss_cls: 3.0653, loss: 3.0653, grad_norm: 3.0511 2020-10-24 12:37:31,975 - mmaction - INFO - Epoch [45][1400/1712] lr: 1.000e-03, eta: 1 day, 6:57:56, time: 1.127, data_time: 0.020, memory: 5822, loss_cls: 3.1261, loss: 3.1261, grad_norm: 3.0757 2020-10-24 12:37:53,594 - mmaction - INFO - Epoch [45][1420/1712] lr: 1.000e-03, eta: 1 day, 6:57:29, time: 1.080, data_time: 0.008, memory: 5822, loss_cls: 3.0764, loss: 3.0764, grad_norm: 3.0218 2020-10-24 12:38:16,110 - mmaction - INFO - Epoch [45][1440/1712] lr: 1.000e-03, eta: 1 day, 6:57:04, time: 1.117, data_time: 0.004, memory: 5822, loss_cls: 3.0324, loss: 3.0324, grad_norm: 3.0047 2020-10-24 12:38:38,308 - mmaction - INFO - Epoch [45][1460/1712] lr: 1.000e-03, eta: 1 day, 6:56:39, time: 1.104, data_time: 0.011, memory: 5822, loss_cls: 3.0473, loss: 3.0473, grad_norm: 2.9887 2020-10-24 12:39:00,174 - mmaction - INFO - Epoch [45][1480/1712] lr: 1.000e-03, eta: 1 day, 6:56:13, time: 1.106, data_time: 0.018, memory: 5822, loss_cls: 3.0733, loss: 3.0733, grad_norm: 3.0308 2020-10-24 12:39:22,084 - mmaction - INFO - Epoch [45][1500/1712] lr: 1.000e-03, eta: 1 day, 6:55:48, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 3.0129, loss: 3.0129, grad_norm: 2.9422 2020-10-24 12:39:44,583 - mmaction - INFO - Epoch [45][1520/1712] lr: 1.000e-03, eta: 1 day, 6:55:23, time: 1.124, data_time: 0.004, memory: 5822, loss_cls: 3.0883, loss: 3.0883, grad_norm: 2.9839 2020-10-24 12:40:06,899 - mmaction - INFO - Epoch [45][1540/1712] lr: 1.000e-03, eta: 1 day, 6:54:58, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 3.0518, loss: 3.0518, grad_norm: 3.0022 2020-10-24 12:40:28,909 - mmaction - INFO - Epoch [45][1560/1712] lr: 1.000e-03, eta: 1 day, 6:54:32, time: 1.105, data_time: 0.009, memory: 5822, loss_cls: 3.0747, loss: 3.0747, grad_norm: 3.0063 2020-10-24 12:40:51,428 - mmaction - INFO - Epoch [45][1580/1712] lr: 1.000e-03, eta: 1 day, 6:54:07, time: 1.127, data_time: 0.003, memory: 5822, loss_cls: 3.0032, loss: 3.0032, grad_norm: 2.9626 2020-10-24 12:41:13,898 - mmaction - INFO - Epoch [45][1600/1712] lr: 1.000e-03, eta: 1 day, 6:53:42, time: 1.119, data_time: 0.002, memory: 5822, loss_cls: 3.0777, loss: 3.0777, grad_norm: 2.9479 2020-10-24 12:41:35,851 - mmaction - INFO - Epoch [45][1620/1712] lr: 1.000e-03, eta: 1 day, 6:53:17, time: 1.102, data_time: 0.007, memory: 5822, loss_cls: 3.0920, loss: 3.0920, grad_norm: 3.0274 2020-10-24 12:41:58,157 - mmaction - INFO - Epoch [45][1640/1712] lr: 1.000e-03, eta: 1 day, 6:52:51, time: 1.113, data_time: 0.002, memory: 5822, loss_cls: 2.9940, loss: 2.9940, grad_norm: 2.9479 2020-10-24 12:42:20,494 - mmaction - INFO - Epoch [45][1660/1712] lr: 1.000e-03, eta: 1 day, 6:52:26, time: 1.115, data_time: 0.006, memory: 5822, loss_cls: 3.0929, loss: 3.0929, grad_norm: 3.0215 2020-10-24 12:42:42,520 - mmaction - INFO - Epoch [45][1680/1712] lr: 1.000e-03, eta: 1 day, 6:52:01, time: 1.103, data_time: 0.009, memory: 5822, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.9576 2020-10-24 12:43:05,073 - mmaction - INFO - Epoch [45][1700/1712] lr: 1.000e-03, eta: 1 day, 6:51:36, time: 1.122, data_time: 0.008, memory: 5822, loss_cls: 3.0143, loss: 3.0143, grad_norm: 3.0032 2020-10-24 12:43:19,746 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-24 12:46:32,280 - mmaction - INFO - Epoch [46][20/1712] lr: 1.000e-03, eta: 1 day, 6:50:51, time: 1.603, data_time: 1.053, memory: 5822, loss_cls: 3.0796, loss: 3.0796, grad_norm: 3.0055 2020-10-24 12:46:54,063 - mmaction - INFO - Epoch [46][40/1712] lr: 1.000e-03, eta: 1 day, 6:50:26, time: 1.100, data_time: 0.484, memory: 5822, loss_cls: 3.0965, loss: 3.0965, grad_norm: 3.0556 2020-10-24 12:47:15,773 - mmaction - INFO - Epoch [46][60/1712] lr: 1.000e-03, eta: 1 day, 6:49:59, time: 1.080, data_time: 0.474, memory: 5822, loss_cls: 3.0372, loss: 3.0372, grad_norm: 3.0129 2020-10-24 12:47:37,737 - mmaction - INFO - Epoch [46][80/1712] lr: 1.000e-03, eta: 1 day, 6:49:34, time: 1.098, data_time: 0.442, memory: 5822, loss_cls: 3.1019, loss: 3.1019, grad_norm: 3.0406 2020-10-24 12:47:59,557 - mmaction - INFO - Epoch [46][100/1712] lr: 1.000e-03, eta: 1 day, 6:49:08, time: 1.091, data_time: 0.439, memory: 5822, loss_cls: 3.0635, loss: 3.0635, grad_norm: 3.0525 2020-10-24 12:48:21,666 - mmaction - INFO - Epoch [46][120/1712] lr: 1.000e-03, eta: 1 day, 6:48:43, time: 1.110, data_time: 0.466, memory: 5822, loss_cls: 2.9952, loss: 2.9952, grad_norm: 2.9587 2020-10-24 12:48:43,693 - mmaction - INFO - Epoch [46][140/1712] lr: 1.000e-03, eta: 1 day, 6:48:17, time: 1.100, data_time: 0.484, memory: 5822, loss_cls: 3.0574, loss: 3.0574, grad_norm: 2.9937 2020-10-24 12:49:05,922 - mmaction - INFO - Epoch [46][160/1712] lr: 1.000e-03, eta: 1 day, 6:47:52, time: 1.109, data_time: 0.418, memory: 5822, loss_cls: 3.0825, loss: 3.0825, grad_norm: 3.0032 2020-10-24 12:49:28,141 - mmaction - INFO - Epoch [46][180/1712] lr: 1.000e-03, eta: 1 day, 6:47:27, time: 1.112, data_time: 0.382, memory: 5822, loss_cls: 3.0653, loss: 3.0653, grad_norm: 3.0322 2020-10-24 12:49:50,173 - mmaction - INFO - Epoch [46][200/1712] lr: 1.000e-03, eta: 1 day, 6:47:01, time: 1.104, data_time: 0.431, memory: 5822, loss_cls: 3.0591, loss: 3.0591, grad_norm: 2.9510 2020-10-24 12:50:13,080 - mmaction - INFO - Epoch [46][220/1712] lr: 1.000e-03, eta: 1 day, 6:46:37, time: 1.141, data_time: 0.474, memory: 5822, loss_cls: 3.0792, loss: 3.0792, grad_norm: 3.0583 2020-10-24 12:50:36,377 - mmaction - INFO - Epoch [46][240/1712] lr: 1.000e-03, eta: 1 day, 6:46:13, time: 1.164, data_time: 0.447, memory: 5822, loss_cls: 3.0226, loss: 3.0226, grad_norm: 2.9258 2020-10-24 12:50:58,515 - mmaction - INFO - Epoch [46][260/1712] lr: 1.000e-03, eta: 1 day, 6:45:48, time: 1.112, data_time: 0.212, memory: 5822, loss_cls: 3.1248, loss: 3.1248, grad_norm: 3.0340 2020-10-24 12:51:21,128 - mmaction - INFO - Epoch [46][280/1712] lr: 1.000e-03, eta: 1 day, 6:45:23, time: 1.123, data_time: 0.093, memory: 5822, loss_cls: 3.0810, loss: 3.0810, grad_norm: 3.0630 2020-10-24 12:51:43,290 - mmaction - INFO - Epoch [46][300/1712] lr: 1.000e-03, eta: 1 day, 6:44:58, time: 1.113, data_time: 0.015, memory: 5822, loss_cls: 3.0056, loss: 3.0056, grad_norm: 2.9439 2020-10-24 12:52:05,196 - mmaction - INFO - Epoch [46][320/1712] lr: 1.000e-03, eta: 1 day, 6:44:32, time: 1.092, data_time: 0.008, memory: 5822, loss_cls: 3.0127, loss: 3.0127, grad_norm: 2.9865 2020-10-24 12:52:27,326 - mmaction - INFO - Epoch [46][340/1712] lr: 1.000e-03, eta: 1 day, 6:44:06, time: 1.102, data_time: 0.009, memory: 5822, loss_cls: 3.0397, loss: 3.0397, grad_norm: 2.9876 2020-10-24 12:52:49,338 - mmaction - INFO - Epoch [46][360/1712] lr: 1.000e-03, eta: 1 day, 6:43:41, time: 1.111, data_time: 0.014, memory: 5822, loss_cls: 3.0689, loss: 3.0689, grad_norm: 3.0075 2020-10-24 12:53:11,433 - mmaction - INFO - Epoch [46][380/1712] lr: 1.000e-03, eta: 1 day, 6:43:16, time: 1.103, data_time: 0.006, memory: 5822, loss_cls: 3.0128, loss: 3.0128, grad_norm: 2.9487 2020-10-24 12:53:33,602 - mmaction - INFO - Epoch [46][400/1712] lr: 1.000e-03, eta: 1 day, 6:42:50, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 3.0315, loss: 3.0315, grad_norm: 3.0086 2020-10-24 12:53:55,272 - mmaction - INFO - Epoch [46][420/1712] lr: 1.000e-03, eta: 1 day, 6:42:24, time: 1.092, data_time: 0.016, memory: 5822, loss_cls: 3.0480, loss: 3.0480, grad_norm: 2.9771 2020-10-24 12:54:17,627 - mmaction - INFO - Epoch [46][440/1712] lr: 1.000e-03, eta: 1 day, 6:41:59, time: 1.116, data_time: 0.006, memory: 5822, loss_cls: 3.0845, loss: 3.0845, grad_norm: 3.0399 2020-10-24 12:54:39,759 - mmaction - INFO - Epoch [46][460/1712] lr: 1.000e-03, eta: 1 day, 6:41:34, time: 1.108, data_time: 0.008, memory: 5822, loss_cls: 3.0487, loss: 3.0487, grad_norm: 3.0193 2020-10-24 12:55:00,679 - mmaction - INFO - Epoch [46][480/1712] lr: 1.000e-03, eta: 1 day, 6:41:07, time: 1.050, data_time: 0.006, memory: 5822, loss_cls: 3.0484, loss: 3.0484, grad_norm: 2.9685 2020-10-24 12:55:22,966 - mmaction - INFO - Epoch [46][500/1712] lr: 1.000e-03, eta: 1 day, 6:40:42, time: 1.105, data_time: 0.002, memory: 5822, loss_cls: 3.0634, loss: 3.0634, grad_norm: 2.9674 2020-10-24 12:55:44,614 - mmaction - INFO - Epoch [46][520/1712] lr: 1.000e-03, eta: 1 day, 6:40:16, time: 1.090, data_time: 0.012, memory: 5822, loss_cls: 3.0906, loss: 3.0906, grad_norm: 3.0360 2020-10-24 12:56:06,147 - mmaction - INFO - Epoch [46][540/1712] lr: 1.000e-03, eta: 1 day, 6:39:50, time: 1.066, data_time: 0.003, memory: 5822, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.9168 2020-10-24 12:56:27,830 - mmaction - INFO - Epoch [46][560/1712] lr: 1.000e-03, eta: 1 day, 6:39:24, time: 1.091, data_time: 0.015, memory: 5822, loss_cls: 3.0753, loss: 3.0753, grad_norm: 3.0261 2020-10-24 12:56:48,796 - mmaction - INFO - Epoch [46][580/1712] lr: 1.000e-03, eta: 1 day, 6:38:58, time: 1.054, data_time: 0.009, memory: 5822, loss_cls: 3.0826, loss: 3.0826, grad_norm: 3.0379 2020-10-24 12:57:10,112 - mmaction - INFO - Epoch [46][600/1712] lr: 1.000e-03, eta: 1 day, 6:38:31, time: 1.062, data_time: 0.003, memory: 5822, loss_cls: 3.0508, loss: 3.0508, grad_norm: 3.0184 2020-10-24 12:57:32,673 - mmaction - INFO - Epoch [46][620/1712] lr: 1.000e-03, eta: 1 day, 6:38:06, time: 1.120, data_time: 0.007, memory: 5822, loss_cls: 3.0349, loss: 3.0349, grad_norm: 3.0095 2020-10-24 12:57:54,372 - mmaction - INFO - Epoch [46][640/1712] lr: 1.000e-03, eta: 1 day, 6:37:41, time: 1.096, data_time: 0.015, memory: 5822, loss_cls: 3.0448, loss: 3.0448, grad_norm: 2.9645 2020-10-24 12:58:16,219 - mmaction - INFO - Epoch [46][660/1712] lr: 1.000e-03, eta: 1 day, 6:37:15, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 3.0699, loss: 3.0699, grad_norm: 2.9702 2020-10-24 12:58:38,583 - mmaction - INFO - Epoch [46][680/1712] lr: 1.000e-03, eta: 1 day, 6:36:50, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 3.0619, loss: 3.0619, grad_norm: 3.0131 2020-10-24 12:59:00,379 - mmaction - INFO - Epoch [46][700/1712] lr: 1.000e-03, eta: 1 day, 6:36:24, time: 1.093, data_time: 0.016, memory: 5822, loss_cls: 3.0704, loss: 3.0704, grad_norm: 3.0126 2020-10-24 12:59:21,754 - mmaction - INFO - Epoch [46][720/1712] lr: 1.000e-03, eta: 1 day, 6:35:58, time: 1.073, data_time: 0.016, memory: 5822, loss_cls: 3.0170, loss: 3.0170, grad_norm: 2.9718 2020-10-24 12:59:43,287 - mmaction - INFO - Epoch [46][740/1712] lr: 1.000e-03, eta: 1 day, 6:35:32, time: 1.078, data_time: 0.007, memory: 5822, loss_cls: 3.0220, loss: 3.0220, grad_norm: 2.9779 2020-10-24 13:00:05,512 - mmaction - INFO - Epoch [46][760/1712] lr: 1.000e-03, eta: 1 day, 6:35:06, time: 1.102, data_time: 0.004, memory: 5822, loss_cls: 3.1108, loss: 3.1108, grad_norm: 3.0627 2020-10-24 13:00:27,355 - mmaction - INFO - Epoch [46][780/1712] lr: 1.000e-03, eta: 1 day, 6:34:41, time: 1.097, data_time: 0.012, memory: 5822, loss_cls: 3.1025, loss: 3.1025, grad_norm: 3.0627 2020-10-24 13:00:49,318 - mmaction - INFO - Epoch [46][800/1712] lr: 1.000e-03, eta: 1 day, 6:34:15, time: 1.092, data_time: 0.012, memory: 5822, loss_cls: 3.0579, loss: 3.0579, grad_norm: 3.0169 2020-10-24 13:01:11,256 - mmaction - INFO - Epoch [46][820/1712] lr: 1.000e-03, eta: 1 day, 6:33:50, time: 1.106, data_time: 0.011, memory: 5822, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.9849 2020-10-24 13:01:33,447 - mmaction - INFO - Epoch [46][840/1712] lr: 1.000e-03, eta: 1 day, 6:33:25, time: 1.110, data_time: 0.002, memory: 5822, loss_cls: 3.0496, loss: 3.0496, grad_norm: 2.9950 2020-10-24 13:01:55,681 - mmaction - INFO - Epoch [46][860/1712] lr: 1.000e-03, eta: 1 day, 6:33:00, time: 1.112, data_time: 0.004, memory: 5822, loss_cls: 3.0135, loss: 3.0135, grad_norm: 2.9159 2020-10-24 13:02:17,074 - mmaction - INFO - Epoch [46][880/1712] lr: 1.000e-03, eta: 1 day, 6:32:33, time: 1.067, data_time: 0.004, memory: 5822, loss_cls: 3.0375, loss: 3.0375, grad_norm: 3.0419 2020-10-24 13:02:38,760 - mmaction - INFO - Epoch [46][900/1712] lr: 1.000e-03, eta: 1 day, 6:32:07, time: 1.084, data_time: 0.013, memory: 5822, loss_cls: 3.0915, loss: 3.0915, grad_norm: 3.0501 2020-10-24 13:03:00,575 - mmaction - INFO - Epoch [46][920/1712] lr: 1.000e-03, eta: 1 day, 6:31:42, time: 1.094, data_time: 0.007, memory: 5822, loss_cls: 3.0620, loss: 3.0620, grad_norm: 3.0000 2020-10-24 13:03:22,454 - mmaction - INFO - Epoch [46][940/1712] lr: 1.000e-03, eta: 1 day, 6:31:16, time: 1.085, data_time: 0.002, memory: 5822, loss_cls: 2.9911, loss: 2.9911, grad_norm: 2.9271 2020-10-24 13:03:43,872 - mmaction - INFO - Epoch [46][960/1712] lr: 1.000e-03, eta: 1 day, 6:30:50, time: 1.079, data_time: 0.011, memory: 5822, loss_cls: 3.0722, loss: 3.0722, grad_norm: 3.0361 2020-10-24 13:04:06,496 - mmaction - INFO - Epoch [46][980/1712] lr: 1.000e-03, eta: 1 day, 6:30:25, time: 1.128, data_time: 0.004, memory: 5822, loss_cls: 3.0223, loss: 3.0223, grad_norm: 2.9681 2020-10-24 13:04:28,352 - mmaction - INFO - Epoch [46][1000/1712] lr: 1.000e-03, eta: 1 day, 6:30:00, time: 1.093, data_time: 0.006, memory: 5822, loss_cls: 3.0183, loss: 3.0183, grad_norm: 3.0162 2020-10-24 13:04:50,447 - mmaction - INFO - Epoch [46][1020/1712] lr: 1.000e-03, eta: 1 day, 6:29:34, time: 1.103, data_time: 0.007, memory: 5822, loss_cls: 3.0203, loss: 3.0203, grad_norm: 2.9630 2020-10-24 13:05:12,729 - mmaction - INFO - Epoch [46][1040/1712] lr: 1.000e-03, eta: 1 day, 6:29:09, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 3.0351, loss: 3.0351, grad_norm: 3.0236 2020-10-24 13:05:34,881 - mmaction - INFO - Epoch [46][1060/1712] lr: 1.000e-03, eta: 1 day, 6:28:44, time: 1.104, data_time: 0.008, memory: 5822, loss_cls: 3.0360, loss: 3.0360, grad_norm: 2.9562 2020-10-24 13:05:56,608 - mmaction - INFO - Epoch [46][1080/1712] lr: 1.000e-03, eta: 1 day, 6:28:18, time: 1.094, data_time: 0.012, memory: 5822, loss_cls: 3.0272, loss: 3.0272, grad_norm: 3.0451 2020-10-24 13:06:18,865 - mmaction - INFO - Epoch [46][1100/1712] lr: 1.000e-03, eta: 1 day, 6:27:53, time: 1.113, data_time: 0.002, memory: 5822, loss_cls: 3.0705, loss: 3.0705, grad_norm: 3.0311 2020-10-24 13:06:41,091 - mmaction - INFO - Epoch [46][1120/1712] lr: 1.000e-03, eta: 1 day, 6:27:28, time: 1.110, data_time: 0.002, memory: 5822, loss_cls: 2.9981, loss: 2.9981, grad_norm: 3.0636 2020-10-24 13:07:03,184 - mmaction - INFO - Epoch [46][1140/1712] lr: 1.000e-03, eta: 1 day, 6:27:03, time: 1.106, data_time: 0.004, memory: 5822, loss_cls: 3.0611, loss: 3.0611, grad_norm: 3.0464 2020-10-24 13:07:24,884 - mmaction - INFO - Epoch [46][1160/1712] lr: 1.000e-03, eta: 1 day, 6:26:37, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 3.0926, loss: 3.0926, grad_norm: 3.1369 2020-10-24 13:07:46,945 - mmaction - INFO - Epoch [46][1180/1712] lr: 1.000e-03, eta: 1 day, 6:26:11, time: 1.094, data_time: 0.002, memory: 5822, loss_cls: 3.0816, loss: 3.0816, grad_norm: 3.0727 2020-10-24 13:08:08,890 - mmaction - INFO - Epoch [46][1200/1712] lr: 1.000e-03, eta: 1 day, 6:25:46, time: 1.100, data_time: 0.010, memory: 5822, loss_cls: 3.0758, loss: 3.0758, grad_norm: 3.0486 2020-10-24 13:08:31,189 - mmaction - INFO - Epoch [46][1220/1712] lr: 1.000e-03, eta: 1 day, 6:25:21, time: 1.117, data_time: 0.012, memory: 5822, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.9988 2020-10-24 13:08:53,537 - mmaction - INFO - Epoch [46][1240/1712] lr: 1.000e-03, eta: 1 day, 6:24:56, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 2.9534, loss: 2.9534, grad_norm: 2.9707 2020-10-24 13:09:15,690 - mmaction - INFO - Epoch [46][1260/1712] lr: 1.000e-03, eta: 1 day, 6:24:31, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 3.0219, loss: 3.0219, grad_norm: 2.9914 2020-10-24 13:09:37,373 - mmaction - INFO - Epoch [46][1280/1712] lr: 1.000e-03, eta: 1 day, 6:24:05, time: 1.080, data_time: 0.002, memory: 5822, loss_cls: 3.0812, loss: 3.0812, grad_norm: 3.0041 2020-10-24 13:09:59,413 - mmaction - INFO - Epoch [46][1300/1712] lr: 1.000e-03, eta: 1 day, 6:23:39, time: 1.100, data_time: 0.008, memory: 5822, loss_cls: 3.0826, loss: 3.0826, grad_norm: 3.1371 2020-10-24 13:10:21,572 - mmaction - INFO - Epoch [46][1320/1712] lr: 1.000e-03, eta: 1 day, 6:23:14, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 3.0727, loss: 3.0727, grad_norm: 2.9976 2020-10-24 13:10:43,346 - mmaction - INFO - Epoch [46][1340/1712] lr: 1.000e-03, eta: 1 day, 6:22:48, time: 1.084, data_time: 0.002, memory: 5822, loss_cls: 3.0570, loss: 3.0570, grad_norm: 3.0004 2020-10-24 13:11:05,575 - mmaction - INFO - Epoch [46][1360/1712] lr: 1.000e-03, eta: 1 day, 6:22:23, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 3.0625, loss: 3.0625, grad_norm: 3.0047 2020-10-24 13:11:27,905 - mmaction - INFO - Epoch [46][1380/1712] lr: 1.000e-03, eta: 1 day, 6:21:58, time: 1.112, data_time: 0.003, memory: 5822, loss_cls: 3.0673, loss: 3.0673, grad_norm: 3.0995 2020-10-24 13:11:50,083 - mmaction - INFO - Epoch [46][1400/1712] lr: 1.000e-03, eta: 1 day, 6:21:33, time: 1.110, data_time: 0.007, memory: 5822, loss_cls: 3.0308, loss: 3.0308, grad_norm: 3.0208 2020-10-24 13:12:12,431 - mmaction - INFO - Epoch [46][1420/1712] lr: 1.000e-03, eta: 1 day, 6:21:08, time: 1.113, data_time: 0.009, memory: 5822, loss_cls: 3.0286, loss: 3.0286, grad_norm: 3.0109 2020-10-24 13:12:33,971 - mmaction - INFO - Epoch [46][1440/1712] lr: 1.000e-03, eta: 1 day, 6:20:42, time: 1.087, data_time: 0.011, memory: 5822, loss_cls: 3.0007, loss: 3.0007, grad_norm: 3.0248 2020-10-24 13:12:56,556 - mmaction - INFO - Epoch [46][1460/1712] lr: 1.000e-03, eta: 1 day, 6:20:17, time: 1.129, data_time: 0.001, memory: 5822, loss_cls: 3.0193, loss: 3.0193, grad_norm: 2.9639 2020-10-24 13:13:18,441 - mmaction - INFO - Epoch [46][1480/1712] lr: 1.000e-03, eta: 1 day, 6:19:52, time: 1.086, data_time: 0.001, memory: 5822, loss_cls: 3.0672, loss: 3.0672, grad_norm: 3.0230 2020-10-24 13:13:40,935 - mmaction - INFO - Epoch [46][1500/1712] lr: 1.000e-03, eta: 1 day, 6:19:27, time: 1.123, data_time: 0.017, memory: 5822, loss_cls: 3.0346, loss: 3.0346, grad_norm: 3.0172 2020-10-24 13:14:01,686 - mmaction - INFO - Epoch [46][1520/1712] lr: 1.000e-03, eta: 1 day, 6:19:00, time: 1.041, data_time: 0.012, memory: 5822, loss_cls: 3.0138, loss: 3.0138, grad_norm: 3.0543 2020-10-24 13:14:22,554 - mmaction - INFO - Epoch [46][1540/1712] lr: 1.000e-03, eta: 1 day, 6:18:33, time: 1.047, data_time: 0.026, memory: 5822, loss_cls: 3.0310, loss: 3.0310, grad_norm: 2.9854 2020-10-24 13:14:45,266 - mmaction - INFO - Epoch [46][1560/1712] lr: 1.000e-03, eta: 1 day, 6:18:09, time: 1.132, data_time: 0.045, memory: 5822, loss_cls: 3.0858, loss: 3.0858, grad_norm: 3.0950 2020-10-24 13:15:06,718 - mmaction - INFO - Epoch [46][1580/1712] lr: 1.000e-03, eta: 1 day, 6:17:43, time: 1.076, data_time: 0.008, memory: 5822, loss_cls: 3.1058, loss: 3.1058, grad_norm: 3.1396 2020-10-24 13:15:29,177 - mmaction - INFO - Epoch [46][1600/1712] lr: 1.000e-03, eta: 1 day, 6:17:18, time: 1.121, data_time: 0.005, memory: 5822, loss_cls: 3.0526, loss: 3.0526, grad_norm: 3.0423 2020-10-24 13:15:50,867 - mmaction - INFO - Epoch [46][1620/1712] lr: 1.000e-03, eta: 1 day, 6:16:52, time: 1.078, data_time: 0.006, memory: 5822, loss_cls: 3.0569, loss: 3.0569, grad_norm: 3.0354 2020-10-24 13:16:13,187 - mmaction - INFO - Epoch [46][1640/1712] lr: 1.000e-03, eta: 1 day, 6:16:27, time: 1.122, data_time: 0.014, memory: 5822, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.9761 2020-10-24 13:16:34,873 - mmaction - INFO - Epoch [46][1660/1712] lr: 1.000e-03, eta: 1 day, 6:16:01, time: 1.088, data_time: 0.008, memory: 5822, loss_cls: 3.0858, loss: 3.0858, grad_norm: 3.0889 2020-10-24 13:16:57,280 - mmaction - INFO - Epoch [46][1680/1712] lr: 1.000e-03, eta: 1 day, 6:15:36, time: 1.118, data_time: 0.001, memory: 5822, loss_cls: 3.0394, loss: 3.0394, grad_norm: 3.0328 2020-10-24 13:17:19,121 - mmaction - INFO - Epoch [46][1700/1712] lr: 1.000e-03, eta: 1 day, 6:15:11, time: 1.085, data_time: 0.008, memory: 5822, loss_cls: 3.0601, loss: 3.0601, grad_norm: 3.0422 2020-10-24 13:18:09,682 - mmaction - INFO - Epoch [47][20/1712] lr: 1.000e-03, eta: 1 day, 6:14:33, time: 1.896, data_time: 0.734, memory: 5822, loss_cls: 3.0640, loss: 3.0640, grad_norm: 3.0321 2020-10-24 13:18:33,068 - mmaction - INFO - Epoch [47][40/1712] lr: 1.000e-03, eta: 1 day, 6:14:10, time: 1.170, data_time: 0.007, memory: 5822, loss_cls: 3.0600, loss: 3.0600, grad_norm: 3.0862 2020-10-24 13:18:56,737 - mmaction - INFO - Epoch [47][60/1712] lr: 1.000e-03, eta: 1 day, 6:13:46, time: 1.180, data_time: 0.001, memory: 5822, loss_cls: 3.0620, loss: 3.0620, grad_norm: 2.9939 2020-10-24 13:19:19,624 - mmaction - INFO - Epoch [47][80/1712] lr: 1.000e-03, eta: 1 day, 6:13:22, time: 1.147, data_time: 0.005, memory: 5822, loss_cls: 2.9971, loss: 2.9971, grad_norm: 2.9957 2020-10-24 13:19:41,539 - mmaction - INFO - Epoch [47][100/1712] lr: 1.000e-03, eta: 1 day, 6:12:56, time: 1.092, data_time: 0.005, memory: 5822, loss_cls: 3.0461, loss: 3.0461, grad_norm: 3.0170 2020-10-24 13:20:03,879 - mmaction - INFO - Epoch [47][120/1712] lr: 1.000e-03, eta: 1 day, 6:12:31, time: 1.120, data_time: 0.007, memory: 5822, loss_cls: 3.0371, loss: 3.0371, grad_norm: 3.0153 2020-10-24 13:20:25,180 - mmaction - INFO - Epoch [47][140/1712] lr: 1.000e-03, eta: 1 day, 6:12:05, time: 1.065, data_time: 0.005, memory: 5822, loss_cls: 3.0509, loss: 3.0509, grad_norm: 2.9985 2020-10-24 13:20:46,638 - mmaction - INFO - Epoch [47][160/1712] lr: 1.000e-03, eta: 1 day, 6:11:39, time: 1.070, data_time: 0.003, memory: 5822, loss_cls: 3.0419, loss: 3.0419, grad_norm: 3.0211 2020-10-24 13:21:08,125 - mmaction - INFO - Epoch [47][180/1712] lr: 1.000e-03, eta: 1 day, 6:11:13, time: 1.079, data_time: 0.008, memory: 5822, loss_cls: 3.0659, loss: 3.0659, grad_norm: 3.0087 2020-10-24 13:21:29,947 - mmaction - INFO - Epoch [47][200/1712] lr: 1.000e-03, eta: 1 day, 6:10:47, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 3.0606, loss: 3.0606, grad_norm: 3.0536 2020-10-24 13:21:52,056 - mmaction - INFO - Epoch [47][220/1712] lr: 1.000e-03, eta: 1 day, 6:10:22, time: 1.110, data_time: 0.009, memory: 5822, loss_cls: 3.0674, loss: 3.0674, grad_norm: 3.0430 2020-10-24 13:22:13,172 - mmaction - INFO - Epoch [47][240/1712] lr: 1.000e-03, eta: 1 day, 6:09:56, time: 1.055, data_time: 0.004, memory: 5822, loss_cls: 3.0684, loss: 3.0684, grad_norm: 3.0556 2020-10-24 13:22:35,414 - mmaction - INFO - Epoch [47][260/1712] lr: 1.000e-03, eta: 1 day, 6:09:31, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 3.0273, loss: 3.0273, grad_norm: 3.0662 2020-10-24 13:22:56,579 - mmaction - INFO - Epoch [47][280/1712] lr: 1.000e-03, eta: 1 day, 6:09:04, time: 1.063, data_time: 0.011, memory: 5822, loss_cls: 3.0858, loss: 3.0858, grad_norm: 3.0235 2020-10-24 13:23:18,600 - mmaction - INFO - Epoch [47][300/1712] lr: 1.000e-03, eta: 1 day, 6:08:39, time: 1.095, data_time: 0.004, memory: 5822, loss_cls: 3.0792, loss: 3.0792, grad_norm: 3.0428 2020-10-24 13:23:40,610 - mmaction - INFO - Epoch [47][320/1712] lr: 1.000e-03, eta: 1 day, 6:08:14, time: 1.108, data_time: 0.011, memory: 5822, loss_cls: 3.0393, loss: 3.0393, grad_norm: 3.0085 2020-10-24 13:24:02,003 - mmaction - INFO - Epoch [47][340/1712] lr: 1.000e-03, eta: 1 day, 6:07:48, time: 1.071, data_time: 0.005, memory: 5822, loss_cls: 3.1031, loss: 3.1031, grad_norm: 3.0955 2020-10-24 13:24:23,666 - mmaction - INFO - Epoch [47][360/1712] lr: 1.000e-03, eta: 1 day, 6:07:22, time: 1.079, data_time: 0.003, memory: 5822, loss_cls: 3.0801, loss: 3.0801, grad_norm: 3.0877 2020-10-24 13:24:45,266 - mmaction - INFO - Epoch [47][380/1712] lr: 1.000e-03, eta: 1 day, 6:06:56, time: 1.084, data_time: 0.006, memory: 5822, loss_cls: 3.0312, loss: 3.0312, grad_norm: 3.0077 2020-10-24 13:25:06,762 - mmaction - INFO - Epoch [47][400/1712] lr: 1.000e-03, eta: 1 day, 6:06:30, time: 1.072, data_time: 0.002, memory: 5822, loss_cls: 3.0142, loss: 3.0142, grad_norm: 2.9827 2020-10-24 13:25:28,709 - mmaction - INFO - Epoch [47][420/1712] lr: 1.000e-03, eta: 1 day, 6:06:05, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 3.0605, loss: 3.0605, grad_norm: 3.0160 2020-10-24 13:25:52,014 - mmaction - INFO - Epoch [47][440/1712] lr: 1.000e-03, eta: 1 day, 6:05:41, time: 1.169, data_time: 0.011, memory: 5822, loss_cls: 3.0580, loss: 3.0580, grad_norm: 3.0192 2020-10-24 13:26:13,727 - mmaction - INFO - Epoch [47][460/1712] lr: 1.000e-03, eta: 1 day, 6:05:15, time: 1.091, data_time: 0.012, memory: 5822, loss_cls: 3.0424, loss: 3.0424, grad_norm: 3.0327 2020-10-24 13:26:35,671 - mmaction - INFO - Epoch [47][480/1712] lr: 1.000e-03, eta: 1 day, 6:04:50, time: 1.096, data_time: 0.003, memory: 5822, loss_cls: 3.0235, loss: 3.0235, grad_norm: 3.0366 2020-10-24 13:26:57,806 - mmaction - INFO - Epoch [47][500/1712] lr: 1.000e-03, eta: 1 day, 6:04:24, time: 1.098, data_time: 0.003, memory: 5822, loss_cls: 3.0710, loss: 3.0710, grad_norm: 3.0868 2020-10-24 13:27:19,037 - mmaction - INFO - Epoch [47][520/1712] lr: 1.000e-03, eta: 1 day, 6:03:58, time: 1.068, data_time: 0.011, memory: 5822, loss_cls: 3.0616, loss: 3.0616, grad_norm: 3.0447 2020-10-24 13:27:41,266 - mmaction - INFO - Epoch [47][540/1712] lr: 1.000e-03, eta: 1 day, 6:03:33, time: 1.109, data_time: 0.006, memory: 5822, loss_cls: 3.0570, loss: 3.0570, grad_norm: 3.0887 2020-10-24 13:28:02,863 - mmaction - INFO - Epoch [47][560/1712] lr: 1.000e-03, eta: 1 day, 6:03:07, time: 1.081, data_time: 0.008, memory: 5822, loss_cls: 3.0533, loss: 3.0533, grad_norm: 3.1307 2020-10-24 13:28:24,133 - mmaction - INFO - Epoch [47][580/1712] lr: 1.000e-03, eta: 1 day, 6:02:41, time: 1.067, data_time: 0.007, memory: 5822, loss_cls: 3.0618, loss: 3.0618, grad_norm: 3.0639 2020-10-24 13:28:46,469 - mmaction - INFO - Epoch [47][600/1712] lr: 1.000e-03, eta: 1 day, 6:02:16, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 3.0389, loss: 3.0389, grad_norm: 2.9933 2020-10-24 13:29:07,255 - mmaction - INFO - Epoch [47][620/1712] lr: 1.000e-03, eta: 1 day, 6:01:50, time: 1.040, data_time: 0.005, memory: 5822, loss_cls: 3.0341, loss: 3.0341, grad_norm: 3.0165 2020-10-24 13:29:29,086 - mmaction - INFO - Epoch [47][640/1712] lr: 1.000e-03, eta: 1 day, 6:01:24, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 3.0157, loss: 3.0157, grad_norm: 3.0244 2020-10-24 13:29:50,014 - mmaction - INFO - Epoch [47][660/1712] lr: 1.000e-03, eta: 1 day, 6:00:58, time: 1.053, data_time: 0.008, memory: 5822, loss_cls: 3.0064, loss: 3.0064, grad_norm: 3.0356 2020-10-24 13:30:11,506 - mmaction - INFO - Epoch [47][680/1712] lr: 1.000e-03, eta: 1 day, 6:00:32, time: 1.071, data_time: 0.002, memory: 5822, loss_cls: 3.1559, loss: 3.1559, grad_norm: 3.0935 2020-10-24 13:30:32,724 - mmaction - INFO - Epoch [47][700/1712] lr: 1.000e-03, eta: 1 day, 6:00:05, time: 1.061, data_time: 0.004, memory: 5822, loss_cls: 3.1002, loss: 3.1002, grad_norm: 3.0904 2020-10-24 13:30:54,958 - mmaction - INFO - Epoch [47][720/1712] lr: 1.000e-03, eta: 1 day, 5:59:40, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 3.0501, loss: 3.0501, grad_norm: 3.0370 2020-10-24 13:31:17,087 - mmaction - INFO - Epoch [47][740/1712] lr: 1.000e-03, eta: 1 day, 5:59:15, time: 1.102, data_time: 0.012, memory: 5822, loss_cls: 3.0189, loss: 3.0189, grad_norm: 2.9933 2020-10-24 13:31:38,979 - mmaction - INFO - Epoch [47][760/1712] lr: 1.000e-03, eta: 1 day, 5:58:50, time: 1.103, data_time: 0.016, memory: 5822, loss_cls: 3.0758, loss: 3.0758, grad_norm: 2.9772 2020-10-24 13:32:01,038 - mmaction - INFO - Epoch [47][780/1712] lr: 1.000e-03, eta: 1 day, 5:58:24, time: 1.104, data_time: 0.006, memory: 5822, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.9516 2020-10-24 13:32:22,218 - mmaction - INFO - Epoch [47][800/1712] lr: 1.000e-03, eta: 1 day, 5:57:58, time: 1.054, data_time: 0.006, memory: 5822, loss_cls: 3.1215, loss: 3.1215, grad_norm: 3.1258 2020-10-24 13:32:43,592 - mmaction - INFO - Epoch [47][820/1712] lr: 1.000e-03, eta: 1 day, 5:57:32, time: 1.074, data_time: 0.016, memory: 5822, loss_cls: 2.9984, loss: 2.9984, grad_norm: 3.0202 2020-10-24 13:33:05,371 - mmaction - INFO - Epoch [47][840/1712] lr: 1.000e-03, eta: 1 day, 5:57:06, time: 1.084, data_time: 0.011, memory: 5822, loss_cls: 3.1014, loss: 3.1014, grad_norm: 3.0578 2020-10-24 13:33:27,511 - mmaction - INFO - Epoch [47][860/1712] lr: 1.000e-03, eta: 1 day, 5:56:41, time: 1.105, data_time: 0.012, memory: 5822, loss_cls: 3.0205, loss: 3.0205, grad_norm: 2.9685 2020-10-24 13:33:49,343 - mmaction - INFO - Epoch [47][880/1712] lr: 1.000e-03, eta: 1 day, 5:56:16, time: 1.097, data_time: 0.014, memory: 5822, loss_cls: 2.9755, loss: 2.9755, grad_norm: 3.0167 2020-10-24 13:34:11,238 - mmaction - INFO - Epoch [47][900/1712] lr: 1.000e-03, eta: 1 day, 5:55:50, time: 1.098, data_time: 0.006, memory: 5822, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.9964 2020-10-24 13:34:32,361 - mmaction - INFO - Epoch [47][920/1712] lr: 1.000e-03, eta: 1 day, 5:55:24, time: 1.050, data_time: 0.005, memory: 5822, loss_cls: 3.0701, loss: 3.0701, grad_norm: 3.0386 2020-10-24 13:34:54,068 - mmaction - INFO - Epoch [47][940/1712] lr: 1.000e-03, eta: 1 day, 5:54:58, time: 1.086, data_time: 0.008, memory: 5822, loss_cls: 3.0396, loss: 3.0396, grad_norm: 3.0888 2020-10-24 13:35:15,540 - mmaction - INFO - Epoch [47][960/1712] lr: 1.000e-03, eta: 1 day, 5:54:32, time: 1.063, data_time: 0.008, memory: 5822, loss_cls: 3.0689, loss: 3.0689, grad_norm: 3.0409 2020-10-24 13:35:37,131 - mmaction - INFO - Epoch [47][980/1712] lr: 1.000e-03, eta: 1 day, 5:54:07, time: 1.093, data_time: 0.017, memory: 5822, loss_cls: 3.0571, loss: 3.0571, grad_norm: 3.0500 2020-10-24 13:35:58,794 - mmaction - INFO - Epoch [47][1000/1712] lr: 1.000e-03, eta: 1 day, 5:53:41, time: 1.084, data_time: 0.003, memory: 5822, loss_cls: 3.0294, loss: 3.0294, grad_norm: 3.0404 2020-10-24 13:36:21,421 - mmaction - INFO - Epoch [47][1020/1712] lr: 1.000e-03, eta: 1 day, 5:53:16, time: 1.124, data_time: 0.003, memory: 5822, loss_cls: 3.0205, loss: 3.0205, grad_norm: 3.0009 2020-10-24 13:36:43,231 - mmaction - INFO - Epoch [47][1040/1712] lr: 1.000e-03, eta: 1 day, 5:52:51, time: 1.088, data_time: 0.012, memory: 5822, loss_cls: 3.0295, loss: 3.0295, grad_norm: 2.9962 2020-10-24 13:37:04,941 - mmaction - INFO - Epoch [47][1060/1712] lr: 1.000e-03, eta: 1 day, 5:52:25, time: 1.094, data_time: 0.012, memory: 5822, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.9604 2020-10-24 13:37:26,360 - mmaction - INFO - Epoch [47][1080/1712] lr: 1.000e-03, eta: 1 day, 5:51:59, time: 1.069, data_time: 0.004, memory: 5822, loss_cls: 3.0723, loss: 3.0723, grad_norm: 3.0851 2020-10-24 13:37:47,749 - mmaction - INFO - Epoch [47][1100/1712] lr: 1.000e-03, eta: 1 day, 5:51:33, time: 1.073, data_time: 0.008, memory: 5822, loss_cls: 3.0712, loss: 3.0712, grad_norm: 3.0609 2020-10-24 13:38:08,739 - mmaction - INFO - Epoch [47][1120/1712] lr: 1.000e-03, eta: 1 day, 5:51:07, time: 1.046, data_time: 0.002, memory: 5822, loss_cls: 3.0129, loss: 3.0129, grad_norm: 3.0042 2020-10-24 13:38:30,533 - mmaction - INFO - Epoch [47][1140/1712] lr: 1.000e-03, eta: 1 day, 5:50:41, time: 1.089, data_time: 0.006, memory: 5822, loss_cls: 3.1052, loss: 3.1052, grad_norm: 3.0953 2020-10-24 13:38:52,086 - mmaction - INFO - Epoch [47][1160/1712] lr: 1.000e-03, eta: 1 day, 5:50:16, time: 1.079, data_time: 0.005, memory: 5822, loss_cls: 3.0230, loss: 3.0230, grad_norm: 3.0419 2020-10-24 13:39:12,971 - mmaction - INFO - Epoch [47][1180/1712] lr: 1.000e-03, eta: 1 day, 5:49:49, time: 1.046, data_time: 0.005, memory: 5822, loss_cls: 3.0546, loss: 3.0546, grad_norm: 3.0156 2020-10-24 13:39:33,393 - mmaction - INFO - Epoch [47][1200/1712] lr: 1.000e-03, eta: 1 day, 5:49:22, time: 1.022, data_time: 0.003, memory: 5822, loss_cls: 3.0707, loss: 3.0707, grad_norm: 3.0837 2020-10-24 13:39:55,319 - mmaction - INFO - Epoch [47][1220/1712] lr: 1.000e-03, eta: 1 day, 5:48:57, time: 1.095, data_time: 0.002, memory: 5822, loss_cls: 3.0594, loss: 3.0594, grad_norm: 3.0531 2020-10-24 13:40:17,445 - mmaction - INFO - Epoch [47][1240/1712] lr: 1.000e-03, eta: 1 day, 5:48:32, time: 1.106, data_time: 0.007, memory: 5822, loss_cls: 3.0722, loss: 3.0722, grad_norm: 3.0919 2020-10-24 13:40:39,652 - mmaction - INFO - Epoch [47][1260/1712] lr: 1.000e-03, eta: 1 day, 5:48:06, time: 1.108, data_time: 0.007, memory: 5822, loss_cls: 3.0899, loss: 3.0899, grad_norm: 3.0504 2020-10-24 13:41:01,853 - mmaction - INFO - Epoch [47][1280/1712] lr: 1.000e-03, eta: 1 day, 5:47:41, time: 1.112, data_time: 0.008, memory: 5822, loss_cls: 3.0189, loss: 3.0189, grad_norm: 3.0170 2020-10-24 13:41:22,959 - mmaction - INFO - Epoch [47][1300/1712] lr: 1.000e-03, eta: 1 day, 5:47:15, time: 1.057, data_time: 0.006, memory: 5822, loss_cls: 3.0246, loss: 3.0246, grad_norm: 2.9991 2020-10-24 13:41:44,566 - mmaction - INFO - Epoch [47][1320/1712] lr: 1.000e-03, eta: 1 day, 5:46:49, time: 1.080, data_time: 0.003, memory: 5822, loss_cls: 3.0974, loss: 3.0974, grad_norm: 3.0942 2020-10-24 13:42:06,815 - mmaction - INFO - Epoch [47][1340/1712] lr: 1.000e-03, eta: 1 day, 5:46:24, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 3.0524, loss: 3.0524, grad_norm: 2.9940 2020-10-24 13:42:29,783 - mmaction - INFO - Epoch [47][1360/1712] lr: 1.000e-03, eta: 1 day, 5:46:00, time: 1.157, data_time: 0.012, memory: 5822, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.9955 2020-10-24 13:42:51,642 - mmaction - INFO - Epoch [47][1380/1712] lr: 1.000e-03, eta: 1 day, 5:45:35, time: 1.095, data_time: 0.004, memory: 5822, loss_cls: 3.0537, loss: 3.0537, grad_norm: 3.1375 2020-10-24 13:43:16,527 - mmaction - INFO - Epoch [47][1400/1712] lr: 1.000e-03, eta: 1 day, 5:45:13, time: 1.240, data_time: 0.003, memory: 5822, loss_cls: 3.1030, loss: 3.1030, grad_norm: 3.0697 2020-10-24 13:43:40,051 - mmaction - INFO - Epoch [47][1420/1712] lr: 1.000e-03, eta: 1 day, 5:44:49, time: 1.173, data_time: 0.015, memory: 5822, loss_cls: 3.0512, loss: 3.0512, grad_norm: 3.0770 2020-10-24 13:44:02,157 - mmaction - INFO - Epoch [47][1440/1712] lr: 1.000e-03, eta: 1 day, 5:44:24, time: 1.112, data_time: 0.008, memory: 5822, loss_cls: 3.1214, loss: 3.1214, grad_norm: 3.1398 2020-10-24 13:44:24,529 - mmaction - INFO - Epoch [47][1460/1712] lr: 1.000e-03, eta: 1 day, 5:43:59, time: 1.119, data_time: 0.007, memory: 5822, loss_cls: 3.0232, loss: 3.0232, grad_norm: 2.9813 2020-10-24 13:44:53,515 - mmaction - INFO - Epoch [47][1480/1712] lr: 1.000e-03, eta: 1 day, 5:43:42, time: 1.444, data_time: 0.003, memory: 5822, loss_cls: 3.0193, loss: 3.0193, grad_norm: 3.0507 2020-10-24 13:45:21,638 - mmaction - INFO - Epoch [47][1500/1712] lr: 1.000e-03, eta: 1 day, 5:43:24, time: 1.408, data_time: 0.008, memory: 5822, loss_cls: 3.0432, loss: 3.0432, grad_norm: 3.0220 2020-10-24 13:45:50,215 - mmaction - INFO - Epoch [47][1520/1712] lr: 1.000e-03, eta: 1 day, 5:43:06, time: 1.427, data_time: 0.006, memory: 5822, loss_cls: 3.0630, loss: 3.0630, grad_norm: 3.0026 2020-10-24 13:46:19,027 - mmaction - INFO - Epoch [47][1540/1712] lr: 1.000e-03, eta: 1 day, 5:42:48, time: 1.438, data_time: 0.007, memory: 5822, loss_cls: 3.0296, loss: 3.0296, grad_norm: 3.0279 2020-10-24 13:46:47,237 - mmaction - INFO - Epoch [47][1560/1712] lr: 1.000e-03, eta: 1 day, 5:42:30, time: 1.417, data_time: 0.010, memory: 5822, loss_cls: 3.0497, loss: 3.0497, grad_norm: 3.0941 2020-10-24 13:47:15,968 - mmaction - INFO - Epoch [47][1580/1712] lr: 1.000e-03, eta: 1 day, 5:42:12, time: 1.426, data_time: 0.004, memory: 5822, loss_cls: 3.0636, loss: 3.0636, grad_norm: 3.0200 2020-10-24 13:47:43,965 - mmaction - INFO - Epoch [47][1600/1712] lr: 1.000e-03, eta: 1 day, 5:41:54, time: 1.401, data_time: 0.013, memory: 5822, loss_cls: 2.9966, loss: 2.9966, grad_norm: 2.9975 2020-10-24 13:48:11,612 - mmaction - INFO - Epoch [47][1620/1712] lr: 1.000e-03, eta: 1 day, 5:41:35, time: 1.390, data_time: 0.013, memory: 5822, loss_cls: 3.0413, loss: 3.0413, grad_norm: 2.9889 2020-10-24 13:48:39,502 - mmaction - INFO - Epoch [47][1640/1712] lr: 1.000e-03, eta: 1 day, 5:41:16, time: 1.390, data_time: 0.005, memory: 5822, loss_cls: 2.9844, loss: 2.9844, grad_norm: 3.0534 2020-10-24 13:49:07,768 - mmaction - INFO - Epoch [47][1660/1712] lr: 1.000e-03, eta: 1 day, 5:40:58, time: 1.415, data_time: 0.009, memory: 5822, loss_cls: 3.0409, loss: 3.0409, grad_norm: 3.0992 2020-10-24 13:49:36,930 - mmaction - INFO - Epoch [47][1680/1712] lr: 1.000e-03, eta: 1 day, 5:40:41, time: 1.463, data_time: 0.008, memory: 5822, loss_cls: 3.0676, loss: 3.0676, grad_norm: 3.1115 2020-10-24 13:50:05,458 - mmaction - INFO - Epoch [47][1700/1712] lr: 1.000e-03, eta: 1 day, 5:40:23, time: 1.423, data_time: 0.002, memory: 5822, loss_cls: 3.0440, loss: 3.0440, grad_norm: 3.1101 2020-10-24 13:51:15,392 - mmaction - INFO - Epoch [48][20/1712] lr: 1.000e-03, eta: 1 day, 5:40:00, time: 2.544, data_time: 1.234, memory: 5822, loss_cls: 3.0627, loss: 3.0627, grad_norm: 3.1351 2020-10-24 13:51:46,102 - mmaction - INFO - Epoch [48][40/1712] lr: 1.000e-03, eta: 1 day, 5:39:45, time: 1.529, data_time: 0.006, memory: 5822, loss_cls: 3.0508, loss: 3.0508, grad_norm: 3.0346 2020-10-24 13:52:16,901 - mmaction - INFO - Epoch [48][60/1712] lr: 1.000e-03, eta: 1 day, 5:39:29, time: 1.547, data_time: 0.009, memory: 5822, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.9764 2020-10-24 13:52:46,654 - mmaction - INFO - Epoch [48][80/1712] lr: 1.000e-03, eta: 1 day, 5:39:13, time: 1.487, data_time: 0.001, memory: 5822, loss_cls: 3.0715, loss: 3.0715, grad_norm: 3.0704 2020-10-24 13:53:16,100 - mmaction - INFO - Epoch [48][100/1712] lr: 1.000e-03, eta: 1 day, 5:38:56, time: 1.471, data_time: 0.002, memory: 5822, loss_cls: 3.0007, loss: 3.0007, grad_norm: 3.0173 2020-10-24 13:53:45,320 - mmaction - INFO - Epoch [48][120/1712] lr: 1.000e-03, eta: 1 day, 5:38:39, time: 1.463, data_time: 0.005, memory: 5822, loss_cls: 3.0459, loss: 3.0459, grad_norm: 3.1022 2020-10-24 13:54:14,488 - mmaction - INFO - Epoch [48][140/1712] lr: 1.000e-03, eta: 1 day, 5:38:22, time: 1.457, data_time: 0.002, memory: 5822, loss_cls: 3.0708, loss: 3.0708, grad_norm: 3.0720 2020-10-24 13:54:44,183 - mmaction - INFO - Epoch [48][160/1712] lr: 1.000e-03, eta: 1 day, 5:38:05, time: 1.482, data_time: 0.002, memory: 5822, loss_cls: 3.0088, loss: 3.0088, grad_norm: 3.0045 2020-10-24 13:55:12,345 - mmaction - INFO - Epoch [48][180/1712] lr: 1.000e-03, eta: 1 day, 5:37:46, time: 1.409, data_time: 0.006, memory: 5822, loss_cls: 3.0714, loss: 3.0714, grad_norm: 3.0606 2020-10-24 13:55:41,285 - mmaction - INFO - Epoch [48][200/1712] lr: 1.000e-03, eta: 1 day, 5:37:29, time: 1.439, data_time: 0.007, memory: 5822, loss_cls: 3.0362, loss: 3.0362, grad_norm: 3.1420 2020-10-24 13:56:09,767 - mmaction - INFO - Epoch [48][220/1712] lr: 1.000e-03, eta: 1 day, 5:37:11, time: 1.430, data_time: 0.012, memory: 5822, loss_cls: 2.9498, loss: 2.9498, grad_norm: 3.0061 2020-10-24 13:56:36,112 - mmaction - INFO - Epoch [48][240/1712] lr: 1.000e-03, eta: 1 day, 5:36:50, time: 1.317, data_time: 0.006, memory: 5822, loss_cls: 3.0450, loss: 3.0450, grad_norm: 3.0945 2020-10-24 13:56:57,835 - mmaction - INFO - Epoch [48][260/1712] lr: 1.000e-03, eta: 1 day, 5:36:25, time: 1.078, data_time: 0.009, memory: 5822, loss_cls: 3.0344, loss: 3.0344, grad_norm: 3.0330 2020-10-24 13:57:19,708 - mmaction - INFO - Epoch [48][280/1712] lr: 1.000e-03, eta: 1 day, 5:35:59, time: 1.099, data_time: 0.015, memory: 5822, loss_cls: 3.0631, loss: 3.0631, grad_norm: 3.1121 2020-10-24 13:57:42,324 - mmaction - INFO - Epoch [48][300/1712] lr: 1.000e-03, eta: 1 day, 5:35:35, time: 1.138, data_time: 0.009, memory: 5822, loss_cls: 3.0241, loss: 3.0241, grad_norm: 3.0305 2020-10-24 13:58:04,723 - mmaction - INFO - Epoch [48][320/1712] lr: 1.000e-03, eta: 1 day, 5:35:10, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 3.0680, loss: 3.0680, grad_norm: 3.0467 2020-10-24 13:58:27,065 - mmaction - INFO - Epoch [48][340/1712] lr: 1.000e-03, eta: 1 day, 5:34:45, time: 1.120, data_time: 0.006, memory: 5822, loss_cls: 3.0643, loss: 3.0643, grad_norm: 3.1017 2020-10-24 13:58:48,340 - mmaction - INFO - Epoch [48][360/1712] lr: 1.000e-03, eta: 1 day, 5:34:19, time: 1.061, data_time: 0.004, memory: 5822, loss_cls: 3.0332, loss: 3.0332, grad_norm: 3.0014 2020-10-24 13:59:10,865 - mmaction - INFO - Epoch [48][380/1712] lr: 1.000e-03, eta: 1 day, 5:33:54, time: 1.129, data_time: 0.006, memory: 5822, loss_cls: 2.9779, loss: 2.9779, grad_norm: 3.0561 2020-10-24 13:59:33,183 - mmaction - INFO - Epoch [48][400/1712] lr: 1.000e-03, eta: 1 day, 5:33:29, time: 1.112, data_time: 0.001, memory: 5822, loss_cls: 2.9886, loss: 2.9886, grad_norm: 3.0086 2020-10-24 13:59:54,506 - mmaction - INFO - Epoch [48][420/1712] lr: 1.000e-03, eta: 1 day, 5:33:03, time: 1.070, data_time: 0.014, memory: 5822, loss_cls: 3.0454, loss: 3.0454, grad_norm: 3.1410 2020-10-24 14:00:17,125 - mmaction - INFO - Epoch [48][440/1712] lr: 1.000e-03, eta: 1 day, 5:32:38, time: 1.122, data_time: 0.003, memory: 5822, loss_cls: 3.0723, loss: 3.0723, grad_norm: 3.0552 2020-10-24 14:00:39,189 - mmaction - INFO - Epoch [48][460/1712] lr: 1.000e-03, eta: 1 day, 5:32:13, time: 1.109, data_time: 0.010, memory: 5822, loss_cls: 3.0654, loss: 3.0654, grad_norm: 3.1474 2020-10-24 14:01:01,539 - mmaction - INFO - Epoch [48][480/1712] lr: 1.000e-03, eta: 1 day, 5:31:48, time: 1.110, data_time: 0.006, memory: 5822, loss_cls: 3.1110, loss: 3.1110, grad_norm: 3.1318 2020-10-24 14:01:23,753 - mmaction - INFO - Epoch [48][500/1712] lr: 1.000e-03, eta: 1 day, 5:31:23, time: 1.120, data_time: 0.014, memory: 5822, loss_cls: 3.0562, loss: 3.0562, grad_norm: 3.1187 2020-10-24 14:01:45,593 - mmaction - INFO - Epoch [48][520/1712] lr: 1.000e-03, eta: 1 day, 5:30:58, time: 1.085, data_time: 0.007, memory: 5822, loss_cls: 3.0500, loss: 3.0500, grad_norm: 3.0784 2020-10-24 14:02:07,943 - mmaction - INFO - Epoch [48][540/1712] lr: 1.000e-03, eta: 1 day, 5:30:33, time: 1.117, data_time: 0.015, memory: 5822, loss_cls: 3.0062, loss: 3.0062, grad_norm: 3.0486 2020-10-24 14:02:30,044 - mmaction - INFO - Epoch [48][560/1712] lr: 1.000e-03, eta: 1 day, 5:30:08, time: 1.112, data_time: 0.012, memory: 5822, loss_cls: 3.0691, loss: 3.0691, grad_norm: 3.0250 2020-10-24 14:02:51,801 - mmaction - INFO - Epoch [48][580/1712] lr: 1.000e-03, eta: 1 day, 5:29:42, time: 1.083, data_time: 0.004, memory: 5822, loss_cls: 3.0106, loss: 3.0106, grad_norm: 3.0276 2020-10-24 14:03:13,751 - mmaction - INFO - Epoch [48][600/1712] lr: 1.000e-03, eta: 1 day, 5:29:17, time: 1.099, data_time: 0.009, memory: 5822, loss_cls: 3.0944, loss: 3.0944, grad_norm: 3.1183 2020-10-24 14:03:35,240 - mmaction - INFO - Epoch [48][620/1712] lr: 1.000e-03, eta: 1 day, 5:28:51, time: 1.078, data_time: 0.006, memory: 5822, loss_cls: 3.0613, loss: 3.0613, grad_norm: 3.0899 2020-10-24 14:03:57,457 - mmaction - INFO - Epoch [48][640/1712] lr: 1.000e-03, eta: 1 day, 5:28:26, time: 1.106, data_time: 0.004, memory: 5822, loss_cls: 3.0519, loss: 3.0519, grad_norm: 3.0741 2020-10-24 14:04:19,349 - mmaction - INFO - Epoch [48][660/1712] lr: 1.000e-03, eta: 1 day, 5:28:01, time: 1.098, data_time: 0.008, memory: 5822, loss_cls: 3.0685, loss: 3.0685, grad_norm: 3.0808 2020-10-24 14:04:41,602 - mmaction - INFO - Epoch [48][680/1712] lr: 1.000e-03, eta: 1 day, 5:27:36, time: 1.115, data_time: 0.006, memory: 5822, loss_cls: 3.0536, loss: 3.0536, grad_norm: 3.0947 2020-10-24 14:05:03,404 - mmaction - INFO - Epoch [48][700/1712] lr: 1.000e-03, eta: 1 day, 5:27:10, time: 1.091, data_time: 0.009, memory: 5822, loss_cls: 3.0672, loss: 3.0672, grad_norm: 3.1273 2020-10-24 14:05:25,942 - mmaction - INFO - Epoch [48][720/1712] lr: 1.000e-03, eta: 1 day, 5:26:45, time: 1.119, data_time: 0.002, memory: 5822, loss_cls: 3.0087, loss: 3.0087, grad_norm: 3.0220 2020-10-24 14:05:47,079 - mmaction - INFO - Epoch [48][740/1712] lr: 1.000e-03, eta: 1 day, 5:26:19, time: 1.060, data_time: 0.009, memory: 5822, loss_cls: 3.0626, loss: 3.0626, grad_norm: 3.0839 2020-10-24 14:06:09,330 - mmaction - INFO - Epoch [48][760/1712] lr: 1.000e-03, eta: 1 day, 5:25:54, time: 1.113, data_time: 0.009, memory: 5822, loss_cls: 3.0696, loss: 3.0696, grad_norm: 3.0698 2020-10-24 14:06:31,383 - mmaction - INFO - Epoch [48][780/1712] lr: 1.000e-03, eta: 1 day, 5:25:29, time: 1.105, data_time: 0.008, memory: 5822, loss_cls: 3.0698, loss: 3.0698, grad_norm: 3.1271 2020-10-24 14:06:53,530 - mmaction - INFO - Epoch [48][800/1712] lr: 1.000e-03, eta: 1 day, 5:25:04, time: 1.104, data_time: 0.005, memory: 5822, loss_cls: 3.0596, loss: 3.0596, grad_norm: 3.0292 2020-10-24 14:07:14,372 - mmaction - INFO - Epoch [48][820/1712] lr: 1.000e-03, eta: 1 day, 5:24:37, time: 1.047, data_time: 0.009, memory: 5822, loss_cls: 3.0283, loss: 3.0283, grad_norm: 3.0983 2020-10-24 14:07:37,278 - mmaction - INFO - Epoch [48][840/1712] lr: 1.000e-03, eta: 1 day, 5:24:13, time: 1.139, data_time: 0.003, memory: 5822, loss_cls: 3.0778, loss: 3.0778, grad_norm: 3.1022 2020-10-24 14:07:59,246 - mmaction - INFO - Epoch [48][860/1712] lr: 1.000e-03, eta: 1 day, 5:23:48, time: 1.104, data_time: 0.011, memory: 5822, loss_cls: 3.0945, loss: 3.0945, grad_norm: 3.0775 2020-10-24 14:08:21,154 - mmaction - INFO - Epoch [48][880/1712] lr: 1.000e-03, eta: 1 day, 5:23:22, time: 1.097, data_time: 0.004, memory: 5822, loss_cls: 3.0390, loss: 3.0390, grad_norm: 3.0532 2020-10-24 14:08:43,421 - mmaction - INFO - Epoch [48][900/1712] lr: 1.000e-03, eta: 1 day, 5:22:58, time: 1.113, data_time: 0.002, memory: 5822, loss_cls: 3.0476, loss: 3.0476, grad_norm: 3.0948 2020-10-24 14:09:06,422 - mmaction - INFO - Epoch [48][920/1712] lr: 1.000e-03, eta: 1 day, 5:22:33, time: 1.140, data_time: 0.002, memory: 5822, loss_cls: 3.0535, loss: 3.0535, grad_norm: 3.0617 2020-10-24 14:09:27,664 - mmaction - INFO - Epoch [48][940/1712] lr: 1.000e-03, eta: 1 day, 5:22:07, time: 1.072, data_time: 0.012, memory: 5822, loss_cls: 3.0319, loss: 3.0319, grad_norm: 3.0475 2020-10-24 14:09:49,935 - mmaction - INFO - Epoch [48][960/1712] lr: 1.000e-03, eta: 1 day, 5:21:42, time: 1.112, data_time: 0.003, memory: 5822, loss_cls: 3.0835, loss: 3.0835, grad_norm: 3.1215 2020-10-24 14:10:11,880 - mmaction - INFO - Epoch [48][980/1712] lr: 1.000e-03, eta: 1 day, 5:21:17, time: 1.100, data_time: 0.005, memory: 5822, loss_cls: 3.1563, loss: 3.1563, grad_norm: 3.1803 2020-10-24 14:10:34,642 - mmaction - INFO - Epoch [48][1000/1712] lr: 1.000e-03, eta: 1 day, 5:20:52, time: 1.128, data_time: 0.002, memory: 5822, loss_cls: 3.0672, loss: 3.0672, grad_norm: 3.1153 2020-10-24 14:10:56,672 - mmaction - INFO - Epoch [48][1020/1712] lr: 1.000e-03, eta: 1 day, 5:20:27, time: 1.110, data_time: 0.013, memory: 5822, loss_cls: 3.0103, loss: 3.0103, grad_norm: 3.0679 2020-10-24 14:11:18,923 - mmaction - INFO - Epoch [48][1040/1712] lr: 1.000e-03, eta: 1 day, 5:20:02, time: 1.104, data_time: 0.004, memory: 5822, loss_cls: 3.0082, loss: 3.0082, grad_norm: 3.1434 2020-10-24 14:11:41,441 - mmaction - INFO - Epoch [48][1060/1712] lr: 1.000e-03, eta: 1 day, 5:19:38, time: 1.137, data_time: 0.012, memory: 5822, loss_cls: 3.0574, loss: 3.0574, grad_norm: 3.1077 2020-10-24 14:12:02,997 - mmaction - INFO - Epoch [48][1080/1712] lr: 1.000e-03, eta: 1 day, 5:19:12, time: 1.077, data_time: 0.004, memory: 5822, loss_cls: 3.0607, loss: 3.0607, grad_norm: 3.1249 2020-10-24 14:12:24,960 - mmaction - INFO - Epoch [48][1100/1712] lr: 1.000e-03, eta: 1 day, 5:18:47, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 3.0090, loss: 3.0090, grad_norm: 3.0498 2020-10-24 14:12:47,489 - mmaction - INFO - Epoch [48][1120/1712] lr: 1.000e-03, eta: 1 day, 5:18:22, time: 1.127, data_time: 0.007, memory: 5822, loss_cls: 3.0159, loss: 3.0159, grad_norm: 3.1660 2020-10-24 14:13:09,626 - mmaction - INFO - Epoch [48][1140/1712] lr: 1.000e-03, eta: 1 day, 5:17:57, time: 1.095, data_time: 0.004, memory: 5822, loss_cls: 3.0587, loss: 3.0587, grad_norm: 3.0861 2020-10-24 14:13:31,493 - mmaction - INFO - Epoch [48][1160/1712] lr: 1.000e-03, eta: 1 day, 5:17:31, time: 1.104, data_time: 0.015, memory: 5822, loss_cls: 3.0297, loss: 3.0297, grad_norm: 3.0689 2020-10-24 14:13:53,652 - mmaction - INFO - Epoch [48][1180/1712] lr: 1.000e-03, eta: 1 day, 5:17:06, time: 1.105, data_time: 0.005, memory: 5822, loss_cls: 3.0624, loss: 3.0624, grad_norm: 3.0752 2020-10-24 14:14:15,708 - mmaction - INFO - Epoch [48][1200/1712] lr: 1.000e-03, eta: 1 day, 5:16:41, time: 1.103, data_time: 0.008, memory: 5822, loss_cls: 3.0239, loss: 3.0239, grad_norm: 3.0735 2020-10-24 14:14:37,623 - mmaction - INFO - Epoch [48][1220/1712] lr: 1.000e-03, eta: 1 day, 5:16:16, time: 1.100, data_time: 0.007, memory: 5822, loss_cls: 3.1033, loss: 3.1033, grad_norm: 3.0960 2020-10-24 14:14:59,841 - mmaction - INFO - Epoch [48][1240/1712] lr: 1.000e-03, eta: 1 day, 5:15:51, time: 1.112, data_time: 0.004, memory: 5822, loss_cls: 3.1104, loss: 3.1104, grad_norm: 3.1602 2020-10-24 14:15:21,560 - mmaction - INFO - Epoch [48][1260/1712] lr: 1.000e-03, eta: 1 day, 5:15:25, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.0275, loss: 3.0275, grad_norm: 3.0777 2020-10-24 14:15:43,924 - mmaction - INFO - Epoch [48][1280/1712] lr: 1.000e-03, eta: 1 day, 5:15:00, time: 1.115, data_time: 0.004, memory: 5822, loss_cls: 3.0296, loss: 3.0296, grad_norm: 3.0757 2020-10-24 14:16:05,946 - mmaction - INFO - Epoch [48][1300/1712] lr: 1.000e-03, eta: 1 day, 5:14:35, time: 1.104, data_time: 0.008, memory: 5822, loss_cls: 3.0232, loss: 3.0232, grad_norm: 3.0872 2020-10-24 14:16:28,392 - mmaction - INFO - Epoch [48][1320/1712] lr: 1.000e-03, eta: 1 day, 5:14:10, time: 1.116, data_time: 0.004, memory: 5822, loss_cls: 3.0627, loss: 3.0627, grad_norm: 3.0649 2020-10-24 14:16:50,288 - mmaction - INFO - Epoch [48][1340/1712] lr: 1.000e-03, eta: 1 day, 5:13:45, time: 1.101, data_time: 0.012, memory: 5822, loss_cls: 3.1033, loss: 3.1033, grad_norm: 3.1343 2020-10-24 14:17:11,870 - mmaction - INFO - Epoch [48][1360/1712] lr: 1.000e-03, eta: 1 day, 5:13:19, time: 1.070, data_time: 0.005, memory: 5822, loss_cls: 3.0139, loss: 3.0139, grad_norm: 3.0380 2020-10-24 14:17:33,635 - mmaction - INFO - Epoch [48][1380/1712] lr: 1.000e-03, eta: 1 day, 5:12:54, time: 1.088, data_time: 0.020, memory: 5822, loss_cls: 3.0788, loss: 3.0788, grad_norm: 3.0498 2020-10-24 14:17:55,858 - mmaction - INFO - Epoch [48][1400/1712] lr: 1.000e-03, eta: 1 day, 5:12:29, time: 1.123, data_time: 0.016, memory: 5822, loss_cls: 3.1083, loss: 3.1083, grad_norm: 3.0857 2020-10-24 14:18:17,176 - mmaction - INFO - Epoch [48][1420/1712] lr: 1.000e-03, eta: 1 day, 5:12:03, time: 1.067, data_time: 0.010, memory: 5822, loss_cls: 3.0328, loss: 3.0328, grad_norm: 3.0591 2020-10-24 14:18:38,850 - mmaction - INFO - Epoch [48][1440/1712] lr: 1.000e-03, eta: 1 day, 5:11:38, time: 1.083, data_time: 0.001, memory: 5822, loss_cls: 3.0721, loss: 3.0721, grad_norm: 3.0903 2020-10-24 14:19:01,198 - mmaction - INFO - Epoch [48][1460/1712] lr: 1.000e-03, eta: 1 day, 5:11:13, time: 1.118, data_time: 0.003, memory: 5822, loss_cls: 3.0491, loss: 3.0491, grad_norm: 3.0552 2020-10-24 14:19:23,147 - mmaction - INFO - Epoch [48][1480/1712] lr: 1.000e-03, eta: 1 day, 5:10:47, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 3.0218, loss: 3.0218, grad_norm: 3.0680 2020-10-24 14:19:44,912 - mmaction - INFO - Epoch [48][1500/1712] lr: 1.000e-03, eta: 1 day, 5:10:22, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 3.0411, loss: 3.0411, grad_norm: 3.1013 2020-10-24 14:20:07,075 - mmaction - INFO - Epoch [48][1520/1712] lr: 1.000e-03, eta: 1 day, 5:09:57, time: 1.103, data_time: 0.010, memory: 5822, loss_cls: 3.0875, loss: 3.0875, grad_norm: 3.1344 2020-10-24 14:20:29,149 - mmaction - INFO - Epoch [48][1540/1712] lr: 1.000e-03, eta: 1 day, 5:09:32, time: 1.105, data_time: 0.011, memory: 5822, loss_cls: 3.0840, loss: 3.0840, grad_norm: 3.0994 2020-10-24 14:20:51,428 - mmaction - INFO - Epoch [48][1560/1712] lr: 1.000e-03, eta: 1 day, 5:09:07, time: 1.113, data_time: 0.013, memory: 5822, loss_cls: 3.0556, loss: 3.0556, grad_norm: 3.1165 2020-10-24 14:21:12,879 - mmaction - INFO - Epoch [48][1580/1712] lr: 1.000e-03, eta: 1 day, 5:08:41, time: 1.079, data_time: 0.011, memory: 5822, loss_cls: 2.9762, loss: 2.9762, grad_norm: 3.0260 2020-10-24 14:21:34,997 - mmaction - INFO - Epoch [48][1600/1712] lr: 1.000e-03, eta: 1 day, 5:08:16, time: 1.105, data_time: 0.008, memory: 5822, loss_cls: 3.0889, loss: 3.0889, grad_norm: 3.1647 2020-10-24 14:21:57,863 - mmaction - INFO - Epoch [48][1620/1712] lr: 1.000e-03, eta: 1 day, 5:07:52, time: 1.143, data_time: 0.010, memory: 5822, loss_cls: 3.1055, loss: 3.1055, grad_norm: 3.1885 2020-10-24 14:22:19,317 - mmaction - INFO - Epoch [48][1640/1712] lr: 1.000e-03, eta: 1 day, 5:07:26, time: 1.074, data_time: 0.006, memory: 5822, loss_cls: 3.0898, loss: 3.0898, grad_norm: 3.1369 2020-10-24 14:22:41,970 - mmaction - INFO - Epoch [48][1660/1712] lr: 1.000e-03, eta: 1 day, 5:07:01, time: 1.128, data_time: 0.005, memory: 5822, loss_cls: 3.0688, loss: 3.0688, grad_norm: 3.0965 2020-10-24 14:23:03,860 - mmaction - INFO - Epoch [48][1680/1712] lr: 1.000e-03, eta: 1 day, 5:06:36, time: 1.101, data_time: 0.008, memory: 5822, loss_cls: 3.0643, loss: 3.0643, grad_norm: 3.0639 2020-10-24 14:23:26,855 - mmaction - INFO - Epoch [48][1700/1712] lr: 1.000e-03, eta: 1 day, 5:06:12, time: 1.143, data_time: 0.002, memory: 5822, loss_cls: 3.0551, loss: 3.0551, grad_norm: 3.1307 2020-10-24 14:24:22,335 - mmaction - INFO - Epoch [49][20/1712] lr: 1.000e-03, eta: 1 day, 5:05:38, time: 2.070, data_time: 1.358, memory: 5822, loss_cls: 3.0267, loss: 3.0267, grad_norm: 3.0698 2020-10-24 14:24:46,743 - mmaction - INFO - Epoch [49][40/1712] lr: 1.000e-03, eta: 1 day, 5:05:16, time: 1.219, data_time: 0.084, memory: 5822, loss_cls: 3.0270, loss: 3.0270, grad_norm: 3.0629 2020-10-24 14:25:08,534 - mmaction - INFO - Epoch [49][60/1712] lr: 1.000e-03, eta: 1 day, 5:04:50, time: 1.084, data_time: 0.005, memory: 5822, loss_cls: 3.0746, loss: 3.0746, grad_norm: 3.1354 2020-10-24 14:25:30,393 - mmaction - INFO - Epoch [49][80/1712] lr: 1.000e-03, eta: 1 day, 5:04:25, time: 1.090, data_time: 0.009, memory: 5822, loss_cls: 3.0416, loss: 3.0416, grad_norm: 3.1028 2020-10-24 14:25:51,896 - mmaction - INFO - Epoch [49][100/1712] lr: 1.000e-03, eta: 1 day, 5:03:59, time: 1.084, data_time: 0.013, memory: 5822, loss_cls: 3.0498, loss: 3.0498, grad_norm: 3.0979 2020-10-24 14:26:14,178 - mmaction - INFO - Epoch [49][120/1712] lr: 1.000e-03, eta: 1 day, 5:03:34, time: 1.113, data_time: 0.003, memory: 5822, loss_cls: 3.0515, loss: 3.0515, grad_norm: 3.0517 2020-10-24 14:26:36,365 - mmaction - INFO - Epoch [49][140/1712] lr: 1.000e-03, eta: 1 day, 5:03:09, time: 1.111, data_time: 0.004, memory: 5822, loss_cls: 3.0457, loss: 3.0457, grad_norm: 3.0476 2020-10-24 14:26:58,469 - mmaction - INFO - Epoch [49][160/1712] lr: 1.000e-03, eta: 1 day, 5:02:44, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 3.0290, loss: 3.0290, grad_norm: 3.0939 2020-10-24 14:27:20,351 - mmaction - INFO - Epoch [49][180/1712] lr: 1.000e-03, eta: 1 day, 5:02:19, time: 1.091, data_time: 0.001, memory: 5822, loss_cls: 3.0948, loss: 3.0948, grad_norm: 3.0774 2020-10-24 14:27:42,180 - mmaction - INFO - Epoch [49][200/1712] lr: 1.000e-03, eta: 1 day, 5:01:54, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 3.0598, loss: 3.0598, grad_norm: 3.0955 2020-10-24 14:28:04,047 - mmaction - INFO - Epoch [49][220/1712] lr: 1.000e-03, eta: 1 day, 5:01:28, time: 1.093, data_time: 0.003, memory: 5822, loss_cls: 3.0234, loss: 3.0234, grad_norm: 3.0473 2020-10-24 14:28:26,306 - mmaction - INFO - Epoch [49][240/1712] lr: 1.000e-03, eta: 1 day, 5:01:03, time: 1.112, data_time: 0.002, memory: 5822, loss_cls: 3.0309, loss: 3.0309, grad_norm: 3.0631 2020-10-24 14:28:47,703 - mmaction - INFO - Epoch [49][260/1712] lr: 1.000e-03, eta: 1 day, 5:00:37, time: 1.070, data_time: 0.005, memory: 5822, loss_cls: 3.0390, loss: 3.0390, grad_norm: 3.0563 2020-10-24 14:29:09,909 - mmaction - INFO - Epoch [49][280/1712] lr: 1.000e-03, eta: 1 day, 5:00:12, time: 1.106, data_time: 0.004, memory: 5822, loss_cls: 3.0369, loss: 3.0369, grad_norm: 3.0331 2020-10-24 14:29:32,158 - mmaction - INFO - Epoch [49][300/1712] lr: 1.000e-03, eta: 1 day, 4:59:47, time: 1.111, data_time: 0.008, memory: 5822, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.0659 2020-10-24 14:29:53,917 - mmaction - INFO - Epoch [49][320/1712] lr: 1.000e-03, eta: 1 day, 4:59:22, time: 1.092, data_time: 0.009, memory: 5822, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.0632 2020-10-24 14:30:16,318 - mmaction - INFO - Epoch [49][340/1712] lr: 1.000e-03, eta: 1 day, 4:58:57, time: 1.123, data_time: 0.004, memory: 5822, loss_cls: 3.0433, loss: 3.0433, grad_norm: 3.0997 2020-10-24 14:30:38,295 - mmaction - INFO - Epoch [49][360/1712] lr: 1.000e-03, eta: 1 day, 4:58:32, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 3.0406, loss: 3.0406, grad_norm: 3.0877 2020-10-24 14:31:00,381 - mmaction - INFO - Epoch [49][380/1712] lr: 1.000e-03, eta: 1 day, 4:58:07, time: 1.093, data_time: 0.003, memory: 5822, loss_cls: 3.0334, loss: 3.0334, grad_norm: 3.0294 2020-10-24 14:31:22,329 - mmaction - INFO - Epoch [49][400/1712] lr: 1.000e-03, eta: 1 day, 4:57:42, time: 1.098, data_time: 0.015, memory: 5822, loss_cls: 3.0476, loss: 3.0476, grad_norm: 3.1075 2020-10-24 14:31:44,262 - mmaction - INFO - Epoch [49][420/1712] lr: 1.000e-03, eta: 1 day, 4:57:17, time: 1.103, data_time: 0.013, memory: 5822, loss_cls: 3.0897, loss: 3.0897, grad_norm: 3.0914 2020-10-24 14:32:05,943 - mmaction - INFO - Epoch [49][440/1712] lr: 1.000e-03, eta: 1 day, 4:56:51, time: 1.088, data_time: 0.008, memory: 5822, loss_cls: 3.0928, loss: 3.0928, grad_norm: 3.1792 2020-10-24 14:32:27,983 - mmaction - INFO - Epoch [49][460/1712] lr: 1.000e-03, eta: 1 day, 4:56:26, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 3.0803, loss: 3.0803, grad_norm: 3.1694 2020-10-24 14:32:49,047 - mmaction - INFO - Epoch [49][480/1712] lr: 1.000e-03, eta: 1 day, 4:56:00, time: 1.051, data_time: 0.000, memory: 5822, loss_cls: 3.0357, loss: 3.0357, grad_norm: 3.1153 2020-10-24 14:33:10,988 - mmaction - INFO - Epoch [49][500/1712] lr: 1.000e-03, eta: 1 day, 4:55:35, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 3.0299, loss: 3.0299, grad_norm: 3.1415 2020-10-24 14:33:33,378 - mmaction - INFO - Epoch [49][520/1712] lr: 1.000e-03, eta: 1 day, 4:55:10, time: 1.117, data_time: 0.004, memory: 5822, loss_cls: 3.0110, loss: 3.0110, grad_norm: 3.0785 2020-10-24 14:33:55,223 - mmaction - INFO - Epoch [49][540/1712] lr: 1.000e-03, eta: 1 day, 4:54:45, time: 1.093, data_time: 0.006, memory: 5822, loss_cls: 3.0385, loss: 3.0385, grad_norm: 3.0969 2020-10-24 14:34:16,659 - mmaction - INFO - Epoch [49][560/1712] lr: 1.000e-03, eta: 1 day, 4:54:19, time: 1.072, data_time: 0.006, memory: 5822, loss_cls: 3.1039, loss: 3.1039, grad_norm: 3.1262 2020-10-24 14:34:38,435 - mmaction - INFO - Epoch [49][580/1712] lr: 1.000e-03, eta: 1 day, 4:53:53, time: 1.086, data_time: 0.005, memory: 5822, loss_cls: 3.0526, loss: 3.0526, grad_norm: 3.0912 2020-10-24 14:35:00,386 - mmaction - INFO - Epoch [49][600/1712] lr: 1.000e-03, eta: 1 day, 4:53:28, time: 1.101, data_time: 0.009, memory: 5822, loss_cls: 3.0702, loss: 3.0702, grad_norm: 3.1228 2020-10-24 14:35:21,863 - mmaction - INFO - Epoch [49][620/1712] lr: 1.000e-03, eta: 1 day, 4:53:02, time: 1.072, data_time: 0.003, memory: 5822, loss_cls: 3.0497, loss: 3.0497, grad_norm: 3.0185 2020-10-24 14:35:43,871 - mmaction - INFO - Epoch [49][640/1712] lr: 1.000e-03, eta: 1 day, 4:52:37, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 3.0192, loss: 3.0192, grad_norm: 3.0605 2020-10-24 14:36:04,513 - mmaction - INFO - Epoch [49][660/1712] lr: 1.000e-03, eta: 1 day, 4:52:11, time: 1.037, data_time: 0.006, memory: 5822, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.0989 2020-10-24 14:36:26,300 - mmaction - INFO - Epoch [49][680/1712] lr: 1.000e-03, eta: 1 day, 4:51:45, time: 1.088, data_time: 0.004, memory: 5822, loss_cls: 3.0421, loss: 3.0421, grad_norm: 3.0514 2020-10-24 14:36:48,521 - mmaction - INFO - Epoch [49][700/1712] lr: 1.000e-03, eta: 1 day, 4:51:21, time: 1.113, data_time: 0.003, memory: 5822, loss_cls: 3.0511, loss: 3.0511, grad_norm: 3.0833 2020-10-24 14:37:10,479 - mmaction - INFO - Epoch [49][720/1712] lr: 1.000e-03, eta: 1 day, 4:50:55, time: 1.094, data_time: 0.001, memory: 5822, loss_cls: 3.0282, loss: 3.0282, grad_norm: 3.0912 2020-10-24 14:37:32,359 - mmaction - INFO - Epoch [49][740/1712] lr: 1.000e-03, eta: 1 day, 4:50:30, time: 1.091, data_time: 0.007, memory: 5822, loss_cls: 3.0348, loss: 3.0348, grad_norm: 3.1616 2020-10-24 14:37:54,053 - mmaction - INFO - Epoch [49][760/1712] lr: 1.000e-03, eta: 1 day, 4:50:05, time: 1.091, data_time: 0.010, memory: 5822, loss_cls: 3.0182, loss: 3.0182, grad_norm: 3.0086 2020-10-24 14:38:16,476 - mmaction - INFO - Epoch [49][780/1712] lr: 1.000e-03, eta: 1 day, 4:49:40, time: 1.119, data_time: 0.003, memory: 5822, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.1215 2020-10-24 14:38:38,814 - mmaction - INFO - Epoch [49][800/1712] lr: 1.000e-03, eta: 1 day, 4:49:15, time: 1.117, data_time: 0.004, memory: 5822, loss_cls: 3.0086, loss: 3.0086, grad_norm: 3.1509 2020-10-24 14:39:01,031 - mmaction - INFO - Epoch [49][820/1712] lr: 1.000e-03, eta: 1 day, 4:48:50, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 3.0158, loss: 3.0158, grad_norm: 3.0870 2020-10-24 14:39:22,891 - mmaction - INFO - Epoch [49][840/1712] lr: 1.000e-03, eta: 1 day, 4:48:25, time: 1.103, data_time: 0.012, memory: 5822, loss_cls: 3.0377, loss: 3.0377, grad_norm: 3.0796 2020-10-24 14:39:44,235 - mmaction - INFO - Epoch [49][860/1712] lr: 1.000e-03, eta: 1 day, 4:47:59, time: 1.062, data_time: 0.003, memory: 5822, loss_cls: 3.0556, loss: 3.0556, grad_norm: 3.0622 2020-10-24 14:40:06,763 - mmaction - INFO - Epoch [49][880/1712] lr: 1.000e-03, eta: 1 day, 4:47:34, time: 1.127, data_time: 0.006, memory: 5822, loss_cls: 3.0513, loss: 3.0513, grad_norm: 3.0963 2020-10-24 14:40:28,523 - mmaction - INFO - Epoch [49][900/1712] lr: 1.000e-03, eta: 1 day, 4:47:09, time: 1.087, data_time: 0.007, memory: 5822, loss_cls: 3.0409, loss: 3.0409, grad_norm: 3.0331 2020-10-24 14:40:50,243 - mmaction - INFO - Epoch [49][920/1712] lr: 1.000e-03, eta: 1 day, 4:46:44, time: 1.092, data_time: 0.007, memory: 5822, loss_cls: 3.0447, loss: 3.0447, grad_norm: 3.1017 2020-10-24 14:41:12,105 - mmaction - INFO - Epoch [49][940/1712] lr: 1.000e-03, eta: 1 day, 4:46:18, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 3.0502, loss: 3.0502, grad_norm: 3.1363 2020-10-24 14:41:34,009 - mmaction - INFO - Epoch [49][960/1712] lr: 1.000e-03, eta: 1 day, 4:45:53, time: 1.093, data_time: 0.001, memory: 5822, loss_cls: 3.0546, loss: 3.0546, grad_norm: 3.1270 2020-10-24 14:41:56,121 - mmaction - INFO - Epoch [49][980/1712] lr: 1.000e-03, eta: 1 day, 4:45:28, time: 1.106, data_time: 0.007, memory: 5822, loss_cls: 3.0414, loss: 3.0414, grad_norm: 3.0675 2020-10-24 14:42:18,781 - mmaction - INFO - Epoch [49][1000/1712] lr: 1.000e-03, eta: 1 day, 4:45:04, time: 1.132, data_time: 0.006, memory: 5822, loss_cls: 3.0731, loss: 3.0731, grad_norm: 3.1134 2020-10-24 14:42:41,221 - mmaction - INFO - Epoch [49][1020/1712] lr: 1.000e-03, eta: 1 day, 4:44:39, time: 1.126, data_time: 0.010, memory: 5822, loss_cls: 3.0154, loss: 3.0154, grad_norm: 3.1127 2020-10-24 14:43:03,051 - mmaction - INFO - Epoch [49][1040/1712] lr: 1.000e-03, eta: 1 day, 4:44:14, time: 1.092, data_time: 0.002, memory: 5822, loss_cls: 3.0382, loss: 3.0382, grad_norm: 3.0795 2020-10-24 14:43:24,777 - mmaction - INFO - Epoch [49][1060/1712] lr: 1.000e-03, eta: 1 day, 4:43:48, time: 1.086, data_time: 0.001, memory: 5822, loss_cls: 2.9931, loss: 2.9931, grad_norm: 3.0284 2020-10-24 14:43:46,710 - mmaction - INFO - Epoch [49][1080/1712] lr: 1.000e-03, eta: 1 day, 4:43:23, time: 1.097, data_time: 0.005, memory: 5822, loss_cls: 3.0484, loss: 3.0484, grad_norm: 3.1188 2020-10-24 14:44:08,608 - mmaction - INFO - Epoch [49][1100/1712] lr: 1.000e-03, eta: 1 day, 4:42:58, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 3.0491, loss: 3.0491, grad_norm: 3.1081 2020-10-24 14:44:30,440 - mmaction - INFO - Epoch [49][1120/1712] lr: 1.000e-03, eta: 1 day, 4:42:33, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 3.0428, loss: 3.0428, grad_norm: 3.0692 2020-10-24 14:44:51,715 - mmaction - INFO - Epoch [49][1140/1712] lr: 1.000e-03, eta: 1 day, 4:42:07, time: 1.055, data_time: 0.002, memory: 5822, loss_cls: 2.9972, loss: 2.9972, grad_norm: 3.0662 2020-10-24 14:45:13,154 - mmaction - INFO - Epoch [49][1160/1712] lr: 1.000e-03, eta: 1 day, 4:41:41, time: 1.075, data_time: 0.011, memory: 5822, loss_cls: 3.0494, loss: 3.0494, grad_norm: 3.1487 2020-10-24 14:45:34,947 - mmaction - INFO - Epoch [49][1180/1712] lr: 1.000e-03, eta: 1 day, 4:41:16, time: 1.094, data_time: 0.007, memory: 5822, loss_cls: 3.0815, loss: 3.0815, grad_norm: 3.1171 2020-10-24 14:45:56,347 - mmaction - INFO - Epoch [49][1200/1712] lr: 1.000e-03, eta: 1 day, 4:40:50, time: 1.069, data_time: 0.005, memory: 5822, loss_cls: 3.0169, loss: 3.0169, grad_norm: 3.0927 2020-10-24 14:46:18,349 - mmaction - INFO - Epoch [49][1220/1712] lr: 1.000e-03, eta: 1 day, 4:40:25, time: 1.091, data_time: 0.008, memory: 5822, loss_cls: 3.0577, loss: 3.0577, grad_norm: 3.1274 2020-10-24 14:46:40,423 - mmaction - INFO - Epoch [49][1240/1712] lr: 1.000e-03, eta: 1 day, 4:40:00, time: 1.113, data_time: 0.013, memory: 5822, loss_cls: 3.0498, loss: 3.0498, grad_norm: 3.1261 2020-10-24 14:47:01,716 - mmaction - INFO - Epoch [49][1260/1712] lr: 1.000e-03, eta: 1 day, 4:39:34, time: 1.065, data_time: 0.002, memory: 5822, loss_cls: 3.0209, loss: 3.0209, grad_norm: 3.0630 2020-10-24 14:47:23,282 - mmaction - INFO - Epoch [49][1280/1712] lr: 1.000e-03, eta: 1 day, 4:39:09, time: 1.078, data_time: 0.004, memory: 5822, loss_cls: 3.0319, loss: 3.0319, grad_norm: 3.1179 2020-10-24 14:47:45,517 - mmaction - INFO - Epoch [49][1300/1712] lr: 1.000e-03, eta: 1 day, 4:38:43, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 3.0742, loss: 3.0742, grad_norm: 3.1205 2020-10-24 14:48:07,226 - mmaction - INFO - Epoch [49][1320/1712] lr: 1.000e-03, eta: 1 day, 4:38:18, time: 1.095, data_time: 0.012, memory: 5822, loss_cls: 3.0132, loss: 3.0132, grad_norm: 3.1290 2020-10-24 14:48:29,506 - mmaction - INFO - Epoch [49][1340/1712] lr: 1.000e-03, eta: 1 day, 4:37:53, time: 1.109, data_time: 0.003, memory: 5822, loss_cls: 3.0780, loss: 3.0780, grad_norm: 3.1143 2020-10-24 14:48:51,136 - mmaction - INFO - Epoch [49][1360/1712] lr: 1.000e-03, eta: 1 day, 4:37:28, time: 1.084, data_time: 0.008, memory: 5822, loss_cls: 3.0756, loss: 3.0756, grad_norm: 3.2094 2020-10-24 14:49:13,286 - mmaction - INFO - Epoch [49][1380/1712] lr: 1.000e-03, eta: 1 day, 4:37:03, time: 1.109, data_time: 0.003, memory: 5822, loss_cls: 3.0275, loss: 3.0275, grad_norm: 3.1163 2020-10-24 14:49:35,163 - mmaction - INFO - Epoch [49][1400/1712] lr: 1.000e-03, eta: 1 day, 4:36:38, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 3.0973, loss: 3.0973, grad_norm: 3.1714 2020-10-24 14:49:57,149 - mmaction - INFO - Epoch [49][1420/1712] lr: 1.000e-03, eta: 1 day, 4:36:13, time: 1.095, data_time: 0.004, memory: 5822, loss_cls: 3.0537, loss: 3.0537, grad_norm: 3.0254 2020-10-24 14:50:18,328 - mmaction - INFO - Epoch [49][1440/1712] lr: 1.000e-03, eta: 1 day, 4:35:47, time: 1.064, data_time: 0.008, memory: 5822, loss_cls: 3.0787, loss: 3.0787, grad_norm: 3.0822 2020-10-24 14:50:40,159 - mmaction - INFO - Epoch [49][1460/1712] lr: 1.000e-03, eta: 1 day, 4:35:21, time: 1.090, data_time: 0.001, memory: 5822, loss_cls: 3.0403, loss: 3.0403, grad_norm: 3.0958 2020-10-24 14:51:02,110 - mmaction - INFO - Epoch [49][1480/1712] lr: 1.000e-03, eta: 1 day, 4:34:56, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 3.0297, loss: 3.0297, grad_norm: 3.1282 2020-10-24 14:51:24,185 - mmaction - INFO - Epoch [49][1500/1712] lr: 1.000e-03, eta: 1 day, 4:34:31, time: 1.111, data_time: 0.010, memory: 5822, loss_cls: 3.0583, loss: 3.0583, grad_norm: 3.1565 2020-10-24 14:51:46,150 - mmaction - INFO - Epoch [49][1520/1712] lr: 1.000e-03, eta: 1 day, 4:34:06, time: 1.099, data_time: 0.005, memory: 5822, loss_cls: 3.0536, loss: 3.0536, grad_norm: 3.1001 2020-10-24 14:52:07,965 - mmaction - INFO - Epoch [49][1540/1712] lr: 1.000e-03, eta: 1 day, 4:33:41, time: 1.092, data_time: 0.004, memory: 5822, loss_cls: 3.0238, loss: 3.0238, grad_norm: 3.1338 2020-10-24 14:52:29,873 - mmaction - INFO - Epoch [49][1560/1712] lr: 1.000e-03, eta: 1 day, 4:33:16, time: 1.092, data_time: 0.002, memory: 5822, loss_cls: 3.0089, loss: 3.0089, grad_norm: 3.1090 2020-10-24 14:52:51,535 - mmaction - INFO - Epoch [49][1580/1712] lr: 1.000e-03, eta: 1 day, 4:32:50, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 3.0421, loss: 3.0421, grad_norm: 3.1247 2020-10-24 14:53:13,150 - mmaction - INFO - Epoch [49][1600/1712] lr: 1.000e-03, eta: 1 day, 4:32:25, time: 1.077, data_time: 0.003, memory: 5822, loss_cls: 3.0241, loss: 3.0241, grad_norm: 3.0894 2020-10-24 14:53:34,930 - mmaction - INFO - Epoch [49][1620/1712] lr: 1.000e-03, eta: 1 day, 4:31:59, time: 1.085, data_time: 0.008, memory: 5822, loss_cls: 3.0361, loss: 3.0361, grad_norm: 3.0883 2020-10-24 14:53:56,785 - mmaction - INFO - Epoch [49][1640/1712] lr: 1.000e-03, eta: 1 day, 4:31:34, time: 1.099, data_time: 0.013, memory: 5822, loss_cls: 3.0514, loss: 3.0514, grad_norm: 3.1395 2020-10-24 14:54:18,527 - mmaction - INFO - Epoch [49][1660/1712] lr: 1.000e-03, eta: 1 day, 4:31:09, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 3.0334, loss: 3.0334, grad_norm: 3.1191 2020-10-24 14:54:39,964 - mmaction - INFO - Epoch [49][1680/1712] lr: 1.000e-03, eta: 1 day, 4:30:43, time: 1.071, data_time: 0.006, memory: 5822, loss_cls: 3.0210, loss: 3.0210, grad_norm: 3.1003 2020-10-24 14:55:01,954 - mmaction - INFO - Epoch [49][1700/1712] lr: 1.000e-03, eta: 1 day, 4:30:18, time: 1.102, data_time: 0.007, memory: 5822, loss_cls: 3.0708, loss: 3.0708, grad_norm: 3.1986 2020-10-24 14:55:52,658 - mmaction - INFO - Epoch [50][20/1712] lr: 1.000e-03, eta: 1 day, 4:29:40, time: 1.853, data_time: 1.026, memory: 5822, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.1496 2020-10-24 14:56:15,755 - mmaction - INFO - Epoch [50][40/1712] lr: 1.000e-03, eta: 1 day, 4:29:16, time: 1.155, data_time: 0.160, memory: 5822, loss_cls: 3.0178, loss: 3.0178, grad_norm: 3.0979 2020-10-24 14:56:38,375 - mmaction - INFO - Epoch [50][60/1712] lr: 1.000e-03, eta: 1 day, 4:28:52, time: 1.132, data_time: 0.003, memory: 5822, loss_cls: 3.0253, loss: 3.0253, grad_norm: 3.1667 2020-10-24 14:57:01,601 - mmaction - INFO - Epoch [50][80/1712] lr: 1.000e-03, eta: 1 day, 4:28:28, time: 1.159, data_time: 0.001, memory: 5822, loss_cls: 3.0249, loss: 3.0249, grad_norm: 3.1486 2020-10-24 14:57:24,318 - mmaction - INFO - Epoch [50][100/1712] lr: 1.000e-03, eta: 1 day, 4:28:04, time: 1.138, data_time: 0.004, memory: 5822, loss_cls: 3.0579, loss: 3.0579, grad_norm: 3.1500 2020-10-24 14:57:46,550 - mmaction - INFO - Epoch [50][120/1712] lr: 1.000e-03, eta: 1 day, 4:27:39, time: 1.109, data_time: 0.002, memory: 5822, loss_cls: 3.0746, loss: 3.0746, grad_norm: 3.1292 2020-10-24 14:58:08,615 - mmaction - INFO - Epoch [50][140/1712] lr: 1.000e-03, eta: 1 day, 4:27:14, time: 1.105, data_time: 0.006, memory: 5822, loss_cls: 3.0250, loss: 3.0250, grad_norm: 3.1419 2020-10-24 14:58:30,890 - mmaction - INFO - Epoch [50][160/1712] lr: 1.000e-03, eta: 1 day, 4:26:49, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 3.0503, loss: 3.0503, grad_norm: 3.0578 2020-10-24 14:58:52,558 - mmaction - INFO - Epoch [50][180/1712] lr: 1.000e-03, eta: 1 day, 4:26:24, time: 1.088, data_time: 0.010, memory: 5822, loss_cls: 2.9947, loss: 2.9947, grad_norm: 3.1029 2020-10-24 14:59:14,357 - mmaction - INFO - Epoch [50][200/1712] lr: 1.000e-03, eta: 1 day, 4:25:58, time: 1.088, data_time: 0.007, memory: 5822, loss_cls: 3.0600, loss: 3.0600, grad_norm: 3.1613 2020-10-24 14:59:36,388 - mmaction - INFO - Epoch [50][220/1712] lr: 1.000e-03, eta: 1 day, 4:25:33, time: 1.106, data_time: 0.007, memory: 5822, loss_cls: 3.0345, loss: 3.0345, grad_norm: 3.0615 2020-10-24 14:59:58,517 - mmaction - INFO - Epoch [50][240/1712] lr: 1.000e-03, eta: 1 day, 4:25:08, time: 1.101, data_time: 0.001, memory: 5822, loss_cls: 3.0615, loss: 3.0615, grad_norm: 3.1796 2020-10-24 15:00:21,294 - mmaction - INFO - Epoch [50][260/1712] lr: 1.000e-03, eta: 1 day, 4:24:44, time: 1.144, data_time: 0.008, memory: 5822, loss_cls: 3.0923, loss: 3.0923, grad_norm: 3.1604 2020-10-24 15:00:43,552 - mmaction - INFO - Epoch [50][280/1712] lr: 1.000e-03, eta: 1 day, 4:24:19, time: 1.106, data_time: 0.002, memory: 5822, loss_cls: 3.0197, loss: 3.0197, grad_norm: 3.0317 2020-10-24 15:01:05,300 - mmaction - INFO - Epoch [50][300/1712] lr: 1.000e-03, eta: 1 day, 4:23:54, time: 1.092, data_time: 0.009, memory: 5822, loss_cls: 3.0833, loss: 3.0833, grad_norm: 3.1285 2020-10-24 15:01:26,922 - mmaction - INFO - Epoch [50][320/1712] lr: 1.000e-03, eta: 1 day, 4:23:29, time: 1.081, data_time: 0.005, memory: 5822, loss_cls: 3.0284, loss: 3.0284, grad_norm: 3.0970 2020-10-24 15:01:49,619 - mmaction - INFO - Epoch [50][340/1712] lr: 1.000e-03, eta: 1 day, 4:23:04, time: 1.137, data_time: 0.004, memory: 5822, loss_cls: 3.0893, loss: 3.0893, grad_norm: 3.1569 2020-10-24 15:02:11,925 - mmaction - INFO - Epoch [50][360/1712] lr: 1.000e-03, eta: 1 day, 4:22:40, time: 1.114, data_time: 0.001, memory: 5822, loss_cls: 3.0085, loss: 3.0085, grad_norm: 3.0814 2020-10-24 15:02:33,506 - mmaction - INFO - Epoch [50][380/1712] lr: 1.000e-03, eta: 1 day, 4:22:14, time: 1.073, data_time: 0.003, memory: 5822, loss_cls: 3.0857, loss: 3.0857, grad_norm: 3.1593 2020-10-24 15:02:55,936 - mmaction - INFO - Epoch [50][400/1712] lr: 1.000e-03, eta: 1 day, 4:21:49, time: 1.121, data_time: 0.010, memory: 5822, loss_cls: 3.0794, loss: 3.0794, grad_norm: 3.1657 2020-10-24 15:03:18,333 - mmaction - INFO - Epoch [50][420/1712] lr: 1.000e-03, eta: 1 day, 4:21:25, time: 1.115, data_time: 0.010, memory: 5822, loss_cls: 3.0210, loss: 3.0210, grad_norm: 3.0741 2020-10-24 15:03:40,601 - mmaction - INFO - Epoch [50][440/1712] lr: 1.000e-03, eta: 1 day, 4:21:00, time: 1.126, data_time: 0.014, memory: 5822, loss_cls: 3.0834, loss: 3.0834, grad_norm: 3.1159 2020-10-24 15:04:02,348 - mmaction - INFO - Epoch [50][460/1712] lr: 1.000e-03, eta: 1 day, 4:20:35, time: 1.088, data_time: 0.004, memory: 5822, loss_cls: 3.0053, loss: 3.0053, grad_norm: 3.1306 2020-10-24 15:04:24,311 - mmaction - INFO - Epoch [50][480/1712] lr: 1.000e-03, eta: 1 day, 4:20:10, time: 1.093, data_time: 0.003, memory: 5822, loss_cls: 3.0434, loss: 3.0434, grad_norm: 3.1465 2020-10-24 15:04:46,836 - mmaction - INFO - Epoch [50][500/1712] lr: 1.000e-03, eta: 1 day, 4:19:45, time: 1.127, data_time: 0.006, memory: 5822, loss_cls: 3.0472, loss: 3.0472, grad_norm: 3.0665 2020-10-24 15:05:09,112 - mmaction - INFO - Epoch [50][520/1712] lr: 1.000e-03, eta: 1 day, 4:19:20, time: 1.117, data_time: 0.006, memory: 5822, loss_cls: 3.0456, loss: 3.0456, grad_norm: 3.1144 2020-10-24 15:05:30,916 - mmaction - INFO - Epoch [50][540/1712] lr: 1.000e-03, eta: 1 day, 4:18:55, time: 1.079, data_time: 0.003, memory: 5822, loss_cls: 2.9964, loss: 2.9964, grad_norm: 3.0881 2020-10-24 15:05:52,987 - mmaction - INFO - Epoch [50][560/1712] lr: 1.000e-03, eta: 1 day, 4:18:30, time: 1.115, data_time: 0.014, memory: 5822, loss_cls: 3.0459, loss: 3.0459, grad_norm: 3.2197 2020-10-24 15:06:15,391 - mmaction - INFO - Epoch [50][580/1712] lr: 1.000e-03, eta: 1 day, 4:18:06, time: 1.115, data_time: 0.009, memory: 5822, loss_cls: 3.0019, loss: 3.0019, grad_norm: 3.0443 2020-10-24 15:06:37,699 - mmaction - INFO - Epoch [50][600/1712] lr: 1.000e-03, eta: 1 day, 4:17:41, time: 1.122, data_time: 0.010, memory: 5822, loss_cls: 3.0645, loss: 3.0645, grad_norm: 3.1706 2020-10-24 15:06:59,211 - mmaction - INFO - Epoch [50][620/1712] lr: 1.000e-03, eta: 1 day, 4:17:15, time: 1.073, data_time: 0.002, memory: 5822, loss_cls: 3.0671, loss: 3.0671, grad_norm: 3.1170 2020-10-24 15:07:21,637 - mmaction - INFO - Epoch [50][640/1712] lr: 1.000e-03, eta: 1 day, 4:16:51, time: 1.117, data_time: 0.006, memory: 5822, loss_cls: 2.9861, loss: 2.9861, grad_norm: 3.0983 2020-10-24 15:07:43,702 - mmaction - INFO - Epoch [50][660/1712] lr: 1.000e-03, eta: 1 day, 4:16:26, time: 1.107, data_time: 0.010, memory: 5822, loss_cls: 3.0290, loss: 3.0290, grad_norm: 3.0889 2020-10-24 15:08:05,698 - mmaction - INFO - Epoch [50][680/1712] lr: 1.000e-03, eta: 1 day, 4:16:01, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 3.0159, loss: 3.0159, grad_norm: 3.1239 2020-10-24 15:08:27,995 - mmaction - INFO - Epoch [50][700/1712] lr: 1.000e-03, eta: 1 day, 4:15:36, time: 1.131, data_time: 0.021, memory: 5822, loss_cls: 3.0309, loss: 3.0309, grad_norm: 3.1055 2020-10-24 15:08:50,319 - mmaction - INFO - Epoch [50][720/1712] lr: 1.000e-03, eta: 1 day, 4:15:11, time: 1.110, data_time: 0.007, memory: 5822, loss_cls: 3.0627, loss: 3.0627, grad_norm: 3.1031 2020-10-24 15:09:12,758 - mmaction - INFO - Epoch [50][740/1712] lr: 1.000e-03, eta: 1 day, 4:14:47, time: 1.128, data_time: 0.010, memory: 5822, loss_cls: 3.0349, loss: 3.0349, grad_norm: 3.1799 2020-10-24 15:09:34,663 - mmaction - INFO - Epoch [50][760/1712] lr: 1.000e-03, eta: 1 day, 4:14:22, time: 1.095, data_time: 0.002, memory: 5822, loss_cls: 3.0687, loss: 3.0687, grad_norm: 3.1684 2020-10-24 15:09:56,455 - mmaction - INFO - Epoch [50][780/1712] lr: 1.000e-03, eta: 1 day, 4:13:56, time: 1.077, data_time: 0.001, memory: 5822, loss_cls: 3.0311, loss: 3.0311, grad_norm: 3.1455 2020-10-24 15:10:18,216 - mmaction - INFO - Epoch [50][800/1712] lr: 1.000e-03, eta: 1 day, 4:13:31, time: 1.094, data_time: 0.014, memory: 5822, loss_cls: 3.0390, loss: 3.0390, grad_norm: 3.0945 2020-10-24 15:10:40,639 - mmaction - INFO - Epoch [50][820/1712] lr: 1.000e-03, eta: 1 day, 4:13:07, time: 1.125, data_time: 0.013, memory: 5822, loss_cls: 3.0351, loss: 3.0351, grad_norm: 3.1710 2020-10-24 15:11:02,487 - mmaction - INFO - Epoch [50][840/1712] lr: 1.000e-03, eta: 1 day, 4:12:42, time: 1.096, data_time: 0.006, memory: 5822, loss_cls: 3.0750, loss: 3.0750, grad_norm: 3.1312 2020-10-24 15:11:23,634 - mmaction - INFO - Epoch [50][860/1712] lr: 1.000e-03, eta: 1 day, 4:12:16, time: 1.057, data_time: 0.001, memory: 5822, loss_cls: 3.0000, loss: 3.0000, grad_norm: 3.1134 2020-10-24 15:11:46,175 - mmaction - INFO - Epoch [50][880/1712] lr: 1.000e-03, eta: 1 day, 4:11:51, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 3.0611, loss: 3.0611, grad_norm: 3.1124 2020-10-24 15:12:08,475 - mmaction - INFO - Epoch [50][900/1712] lr: 1.000e-03, eta: 1 day, 4:11:26, time: 1.111, data_time: 0.005, memory: 5822, loss_cls: 3.0516, loss: 3.0516, grad_norm: 3.1252 2020-10-24 15:12:30,342 - mmaction - INFO - Epoch [50][920/1712] lr: 1.000e-03, eta: 1 day, 4:11:01, time: 1.094, data_time: 0.008, memory: 5822, loss_cls: 3.0771, loss: 3.0771, grad_norm: 3.1384 2020-10-24 15:12:52,439 - mmaction - INFO - Epoch [50][940/1712] lr: 1.000e-03, eta: 1 day, 4:10:36, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 3.0550, loss: 3.0550, grad_norm: 3.1388 2020-10-24 15:13:14,314 - mmaction - INFO - Epoch [50][960/1712] lr: 1.000e-03, eta: 1 day, 4:10:11, time: 1.083, data_time: 0.004, memory: 5822, loss_cls: 2.9769, loss: 2.9769, grad_norm: 3.1203 2020-10-24 15:13:36,458 - mmaction - INFO - Epoch [50][980/1712] lr: 1.000e-03, eta: 1 day, 4:09:46, time: 1.119, data_time: 0.015, memory: 5822, loss_cls: 3.0614, loss: 3.0614, grad_norm: 3.1474 2020-10-24 15:13:58,446 - mmaction - INFO - Epoch [50][1000/1712] lr: 1.000e-03, eta: 1 day, 4:09:21, time: 1.095, data_time: 0.003, memory: 5822, loss_cls: 3.0769, loss: 3.0769, grad_norm: 3.2293 2020-10-24 15:14:19,927 - mmaction - INFO - Epoch [50][1020/1712] lr: 1.000e-03, eta: 1 day, 4:08:56, time: 1.077, data_time: 0.008, memory: 5822, loss_cls: 3.0232, loss: 3.0232, grad_norm: 3.1012 2020-10-24 15:14:41,499 - mmaction - INFO - Epoch [50][1040/1712] lr: 1.000e-03, eta: 1 day, 4:08:30, time: 1.075, data_time: 0.002, memory: 5822, loss_cls: 3.0901, loss: 3.0901, grad_norm: 3.1402 2020-10-24 15:15:03,973 - mmaction - INFO - Epoch [50][1060/1712] lr: 1.000e-03, eta: 1 day, 4:08:06, time: 1.123, data_time: 0.006, memory: 5822, loss_cls: 3.0549, loss: 3.0549, grad_norm: 3.1457 2020-10-24 15:15:25,621 - mmaction - INFO - Epoch [50][1080/1712] lr: 1.000e-03, eta: 1 day, 4:07:40, time: 1.075, data_time: 0.012, memory: 5822, loss_cls: 3.0461, loss: 3.0461, grad_norm: 3.1329 2020-10-24 15:15:47,660 - mmaction - INFO - Epoch [50][1100/1712] lr: 1.000e-03, eta: 1 day, 4:07:16, time: 1.114, data_time: 0.015, memory: 5822, loss_cls: 3.0323, loss: 3.0323, grad_norm: 3.1338 2020-10-24 15:16:09,881 - mmaction - INFO - Epoch [50][1120/1712] lr: 1.000e-03, eta: 1 day, 4:06:51, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 3.0283, loss: 3.0283, grad_norm: 3.1284 2020-10-24 15:16:31,433 - mmaction - INFO - Epoch [50][1140/1712] lr: 1.000e-03, eta: 1 day, 4:06:25, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 3.0661, loss: 3.0661, grad_norm: 3.1834 2020-10-24 15:16:53,833 - mmaction - INFO - Epoch [50][1160/1712] lr: 1.000e-03, eta: 1 day, 4:06:01, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 3.0590, loss: 3.0590, grad_norm: 3.1408 2020-10-24 15:17:16,196 - mmaction - INFO - Epoch [50][1180/1712] lr: 1.000e-03, eta: 1 day, 4:05:36, time: 1.122, data_time: 0.010, memory: 5822, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.1453 2020-10-24 15:17:38,544 - mmaction - INFO - Epoch [50][1200/1712] lr: 1.000e-03, eta: 1 day, 4:05:12, time: 1.117, data_time: 0.007, memory: 5822, loss_cls: 3.0452, loss: 3.0452, grad_norm: 3.1216 2020-10-24 15:18:00,915 - mmaction - INFO - Epoch [50][1220/1712] lr: 1.000e-03, eta: 1 day, 4:04:47, time: 1.119, data_time: 0.008, memory: 5822, loss_cls: 3.0193, loss: 3.0193, grad_norm: 3.1388 2020-10-24 15:18:22,749 - mmaction - INFO - Epoch [50][1240/1712] lr: 1.000e-03, eta: 1 day, 4:04:22, time: 1.092, data_time: 0.002, memory: 5822, loss_cls: 3.0503, loss: 3.0503, grad_norm: 3.1208 2020-10-24 15:18:44,899 - mmaction - INFO - Epoch [50][1260/1712] lr: 1.000e-03, eta: 1 day, 4:03:57, time: 1.103, data_time: 0.003, memory: 5822, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.0935 2020-10-24 15:19:07,328 - mmaction - INFO - Epoch [50][1280/1712] lr: 1.000e-03, eta: 1 day, 4:03:32, time: 1.121, data_time: 0.008, memory: 5822, loss_cls: 3.0486, loss: 3.0486, grad_norm: 3.1434 2020-10-24 15:19:29,443 - mmaction - INFO - Epoch [50][1300/1712] lr: 1.000e-03, eta: 1 day, 4:03:08, time: 1.109, data_time: 0.007, memory: 5822, loss_cls: 3.0477, loss: 3.0477, grad_norm: 3.1062 2020-10-24 15:19:51,345 - mmaction - INFO - Epoch [50][1320/1712] lr: 1.000e-03, eta: 1 day, 4:02:43, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 3.0417, loss: 3.0417, grad_norm: 3.1866 2020-10-24 15:20:13,678 - mmaction - INFO - Epoch [50][1340/1712] lr: 1.000e-03, eta: 1 day, 4:02:18, time: 1.113, data_time: 0.003, memory: 5822, loss_cls: 3.0379, loss: 3.0379, grad_norm: 3.1017 2020-10-24 15:20:35,568 - mmaction - INFO - Epoch [50][1360/1712] lr: 1.000e-03, eta: 1 day, 4:01:53, time: 1.091, data_time: 0.006, memory: 5822, loss_cls: 3.0171, loss: 3.0171, grad_norm: 3.1160 2020-10-24 15:20:56,909 - mmaction - INFO - Epoch [50][1380/1712] lr: 1.000e-03, eta: 1 day, 4:01:27, time: 1.076, data_time: 0.010, memory: 5822, loss_cls: 3.0328, loss: 3.0328, grad_norm: 3.1337 2020-10-24 15:21:19,055 - mmaction - INFO - Epoch [50][1400/1712] lr: 1.000e-03, eta: 1 day, 4:01:02, time: 1.105, data_time: 0.002, memory: 5822, loss_cls: 3.0921, loss: 3.0921, grad_norm: 3.2261 2020-10-24 15:21:41,322 - mmaction - INFO - Epoch [50][1420/1712] lr: 1.000e-03, eta: 1 day, 4:00:38, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 3.0025, loss: 3.0025, grad_norm: 3.0892 2020-10-24 15:22:03,465 - mmaction - INFO - Epoch [50][1440/1712] lr: 1.000e-03, eta: 1 day, 4:00:13, time: 1.111, data_time: 0.008, memory: 5822, loss_cls: 3.0760, loss: 3.0760, grad_norm: 3.2212 2020-10-24 15:22:24,936 - mmaction - INFO - Epoch [50][1460/1712] lr: 1.000e-03, eta: 1 day, 3:59:47, time: 1.073, data_time: 0.005, memory: 5822, loss_cls: 3.0778, loss: 3.0778, grad_norm: 3.1328 2020-10-24 15:22:47,456 - mmaction - INFO - Epoch [50][1480/1712] lr: 1.000e-03, eta: 1 day, 3:59:23, time: 1.128, data_time: 0.004, memory: 5822, loss_cls: 3.0379, loss: 3.0379, grad_norm: 3.0646 2020-10-24 15:23:09,646 - mmaction - INFO - Epoch [50][1500/1712] lr: 1.000e-03, eta: 1 day, 3:58:58, time: 1.106, data_time: 0.004, memory: 5822, loss_cls: 3.0777, loss: 3.0777, grad_norm: 3.1336 2020-10-24 15:23:31,127 - mmaction - INFO - Epoch [50][1520/1712] lr: 1.000e-03, eta: 1 day, 3:58:33, time: 1.079, data_time: 0.008, memory: 5822, loss_cls: 3.0508, loss: 3.0508, grad_norm: 3.1339 2020-10-24 15:23:52,797 - mmaction - INFO - Epoch [50][1540/1712] lr: 1.000e-03, eta: 1 day, 3:58:07, time: 1.083, data_time: 0.004, memory: 5822, loss_cls: 3.0722, loss: 3.0722, grad_norm: 3.1865 2020-10-24 15:24:14,411 - mmaction - INFO - Epoch [50][1560/1712] lr: 1.000e-03, eta: 1 day, 3:57:42, time: 1.071, data_time: 0.002, memory: 5822, loss_cls: 3.0735, loss: 3.0735, grad_norm: 3.2072 2020-10-24 15:24:37,272 - mmaction - INFO - Epoch [50][1580/1712] lr: 1.000e-03, eta: 1 day, 3:57:18, time: 1.153, data_time: 0.012, memory: 5822, loss_cls: 3.0951, loss: 3.0951, grad_norm: 3.1877 2020-10-24 15:24:59,472 - mmaction - INFO - Epoch [50][1600/1712] lr: 1.000e-03, eta: 1 day, 3:56:53, time: 1.106, data_time: 0.004, memory: 5822, loss_cls: 3.0577, loss: 3.0577, grad_norm: 3.1455 2020-10-24 15:25:21,093 - mmaction - INFO - Epoch [50][1620/1712] lr: 1.000e-03, eta: 1 day, 3:56:28, time: 1.079, data_time: 0.006, memory: 5822, loss_cls: 3.0531, loss: 3.0531, grad_norm: 3.0961 2020-10-24 15:25:43,075 - mmaction - INFO - Epoch [50][1640/1712] lr: 1.000e-03, eta: 1 day, 3:56:03, time: 1.095, data_time: 0.009, memory: 5822, loss_cls: 3.0447, loss: 3.0447, grad_norm: 3.1231 2020-10-24 15:26:04,798 - mmaction - INFO - Epoch [50][1660/1712] lr: 1.000e-03, eta: 1 day, 3:55:37, time: 1.092, data_time: 0.014, memory: 5822, loss_cls: 3.0870, loss: 3.0870, grad_norm: 3.2088 2020-10-24 15:26:27,079 - mmaction - INFO - Epoch [50][1680/1712] lr: 1.000e-03, eta: 1 day, 3:55:13, time: 1.117, data_time: 0.007, memory: 5822, loss_cls: 3.0299, loss: 3.0299, grad_norm: 3.1092 2020-10-24 15:26:49,590 - mmaction - INFO - Epoch [50][1700/1712] lr: 1.000e-03, eta: 1 day, 3:54:48, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 3.0137, loss: 3.0137, grad_norm: 3.1659 2020-10-24 15:27:15,666 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-10-24 15:30:42,650 - mmaction - INFO - Epoch [51][20/1712] lr: 1.000e-03, eta: 1 day, 3:54:04, time: 1.546, data_time: 0.965, memory: 5822, loss_cls: 3.0387, loss: 3.0387, grad_norm: 3.1111 2020-10-24 15:31:06,065 - mmaction - INFO - Epoch [51][40/1712] lr: 1.000e-03, eta: 1 day, 3:53:41, time: 1.170, data_time: 0.187, memory: 5822, loss_cls: 3.0308, loss: 3.0308, grad_norm: 3.1248 2020-10-24 15:31:28,203 - mmaction - INFO - Epoch [51][60/1712] lr: 1.000e-03, eta: 1 day, 3:53:16, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 3.0239, loss: 3.0239, grad_norm: 3.1414 2020-10-24 15:31:50,175 - mmaction - INFO - Epoch [51][80/1712] lr: 1.000e-03, eta: 1 day, 3:52:51, time: 1.101, data_time: 0.003, memory: 5822, loss_cls: 3.0564, loss: 3.0564, grad_norm: 3.1797 2020-10-24 15:32:13,117 - mmaction - INFO - Epoch [51][100/1712] lr: 1.000e-03, eta: 1 day, 3:52:27, time: 1.144, data_time: 0.002, memory: 5822, loss_cls: 3.0549, loss: 3.0549, grad_norm: 3.1544 2020-10-24 15:32:34,875 - mmaction - INFO - Epoch [51][120/1712] lr: 1.000e-03, eta: 1 day, 3:52:02, time: 1.089, data_time: 0.007, memory: 5822, loss_cls: 3.0152, loss: 3.0152, grad_norm: 3.1521 2020-10-24 15:32:57,424 - mmaction - INFO - Epoch [51][140/1712] lr: 1.000e-03, eta: 1 day, 3:51:37, time: 1.126, data_time: 0.006, memory: 5822, loss_cls: 3.0170, loss: 3.0170, grad_norm: 3.1098 2020-10-24 15:33:19,511 - mmaction - INFO - Epoch [51][160/1712] lr: 1.000e-03, eta: 1 day, 3:51:12, time: 1.109, data_time: 0.007, memory: 5822, loss_cls: 3.0394, loss: 3.0394, grad_norm: 3.1526 2020-10-24 15:33:41,882 - mmaction - INFO - Epoch [51][180/1712] lr: 1.000e-03, eta: 1 day, 3:50:48, time: 1.111, data_time: 0.002, memory: 5822, loss_cls: 3.0545, loss: 3.0545, grad_norm: 3.1785 2020-10-24 15:34:03,216 - mmaction - INFO - Epoch [51][200/1712] lr: 1.000e-03, eta: 1 day, 3:50:22, time: 1.072, data_time: 0.012, memory: 5822, loss_cls: 3.0741, loss: 3.0741, grad_norm: 3.0825 2020-10-24 15:34:25,535 - mmaction - INFO - Epoch [51][220/1712] lr: 1.000e-03, eta: 1 day, 3:49:58, time: 1.112, data_time: 0.008, memory: 5822, loss_cls: 3.0463, loss: 3.0463, grad_norm: 3.1080 2020-10-24 15:34:47,316 - mmaction - INFO - Epoch [51][240/1712] lr: 1.000e-03, eta: 1 day, 3:49:32, time: 1.091, data_time: 0.008, memory: 5822, loss_cls: 2.9845, loss: 2.9845, grad_norm: 3.0860 2020-10-24 15:35:08,933 - mmaction - INFO - Epoch [51][260/1712] lr: 1.000e-03, eta: 1 day, 3:49:07, time: 1.086, data_time: 0.010, memory: 5822, loss_cls: 3.0028, loss: 3.0028, grad_norm: 3.1036 2020-10-24 15:35:31,338 - mmaction - INFO - Epoch [51][280/1712] lr: 1.000e-03, eta: 1 day, 3:48:43, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 3.0219, loss: 3.0219, grad_norm: 3.1509 2020-10-24 15:35:53,408 - mmaction - INFO - Epoch [51][300/1712] lr: 1.000e-03, eta: 1 day, 3:48:18, time: 1.108, data_time: 0.014, memory: 5822, loss_cls: 3.0554, loss: 3.0554, grad_norm: 3.1567 2020-10-24 15:36:15,582 - mmaction - INFO - Epoch [51][320/1712] lr: 1.000e-03, eta: 1 day, 3:47:53, time: 1.112, data_time: 0.010, memory: 5822, loss_cls: 2.9692, loss: 2.9692, grad_norm: 3.0742 2020-10-24 15:36:37,345 - mmaction - INFO - Epoch [51][340/1712] lr: 1.000e-03, eta: 1 day, 3:47:28, time: 1.086, data_time: 0.003, memory: 5822, loss_cls: 3.0297, loss: 3.0297, grad_norm: 3.1578 2020-10-24 15:36:59,357 - mmaction - INFO - Epoch [51][360/1712] lr: 1.000e-03, eta: 1 day, 3:47:03, time: 1.103, data_time: 0.005, memory: 5822, loss_cls: 3.0288, loss: 3.0288, grad_norm: 3.1099 2020-10-24 15:37:21,587 - mmaction - INFO - Epoch [51][380/1712] lr: 1.000e-03, eta: 1 day, 3:46:38, time: 1.107, data_time: 0.003, memory: 5822, loss_cls: 3.0459, loss: 3.0459, grad_norm: 3.1343 2020-10-24 15:37:43,576 - mmaction - INFO - Epoch [51][400/1712] lr: 1.000e-03, eta: 1 day, 3:46:13, time: 1.101, data_time: 0.007, memory: 5822, loss_cls: 3.0856, loss: 3.0856, grad_norm: 3.1354 2020-10-24 15:38:06,052 - mmaction - INFO - Epoch [51][420/1712] lr: 1.000e-03, eta: 1 day, 3:45:49, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 3.0956, loss: 3.0956, grad_norm: 3.1912 2020-10-24 15:38:27,809 - mmaction - INFO - Epoch [51][440/1712] lr: 1.000e-03, eta: 1 day, 3:45:24, time: 1.094, data_time: 0.015, memory: 5822, loss_cls: 3.0828, loss: 3.0828, grad_norm: 3.1951 2020-10-24 15:38:50,200 - mmaction - INFO - Epoch [51][460/1712] lr: 1.000e-03, eta: 1 day, 3:44:59, time: 1.122, data_time: 0.008, memory: 5822, loss_cls: 3.0471, loss: 3.0471, grad_norm: 3.1679 2020-10-24 15:39:12,493 - mmaction - INFO - Epoch [51][480/1712] lr: 1.000e-03, eta: 1 day, 3:44:34, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.0976 2020-10-24 15:39:35,238 - mmaction - INFO - Epoch [51][500/1712] lr: 1.000e-03, eta: 1 day, 3:44:10, time: 1.144, data_time: 0.013, memory: 5822, loss_cls: 3.0927, loss: 3.0927, grad_norm: 3.1975 2020-10-24 15:39:57,197 - mmaction - INFO - Epoch [51][520/1712] lr: 1.000e-03, eta: 1 day, 3:43:45, time: 1.100, data_time: 0.007, memory: 5822, loss_cls: 3.0519, loss: 3.0519, grad_norm: 3.2249 2020-10-24 15:40:18,997 - mmaction - INFO - Epoch [51][540/1712] lr: 1.000e-03, eta: 1 day, 3:43:20, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 3.0310, loss: 3.0310, grad_norm: 3.1630 2020-10-24 15:40:41,506 - mmaction - INFO - Epoch [51][560/1712] lr: 1.000e-03, eta: 1 day, 3:42:56, time: 1.116, data_time: 0.003, memory: 5822, loss_cls: 3.0163, loss: 3.0163, grad_norm: 3.1173 2020-10-24 15:41:04,628 - mmaction - INFO - Epoch [51][580/1712] lr: 1.000e-03, eta: 1 day, 3:42:32, time: 1.155, data_time: 0.010, memory: 5822, loss_cls: 3.0036, loss: 3.0036, grad_norm: 3.0978 2020-10-24 15:41:26,423 - mmaction - INFO - Epoch [51][600/1712] lr: 1.000e-03, eta: 1 day, 3:42:07, time: 1.101, data_time: 0.013, memory: 5822, loss_cls: 3.0319, loss: 3.0319, grad_norm: 3.0989 2020-10-24 15:41:48,460 - mmaction - INFO - Epoch [51][620/1712] lr: 1.000e-03, eta: 1 day, 3:41:42, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 3.0228, loss: 3.0228, grad_norm: 3.0624 2020-10-24 15:42:10,463 - mmaction - INFO - Epoch [51][640/1712] lr: 1.000e-03, eta: 1 day, 3:41:17, time: 1.100, data_time: 0.009, memory: 5822, loss_cls: 3.0099, loss: 3.0099, grad_norm: 3.1075 2020-10-24 15:42:33,245 - mmaction - INFO - Epoch [51][660/1712] lr: 1.000e-03, eta: 1 day, 3:40:53, time: 1.140, data_time: 0.008, memory: 5822, loss_cls: 3.0644, loss: 3.0644, grad_norm: 3.2082 2020-10-24 15:42:55,205 - mmaction - INFO - Epoch [51][680/1712] lr: 1.000e-03, eta: 1 day, 3:40:28, time: 1.091, data_time: 0.009, memory: 5822, loss_cls: 3.0880, loss: 3.0880, grad_norm: 3.1613 2020-10-24 15:43:17,817 - mmaction - INFO - Epoch [51][700/1712] lr: 1.000e-03, eta: 1 day, 3:40:04, time: 1.134, data_time: 0.016, memory: 5822, loss_cls: 3.0536, loss: 3.0536, grad_norm: 3.1318 2020-10-24 15:43:39,429 - mmaction - INFO - Epoch [51][720/1712] lr: 1.000e-03, eta: 1 day, 3:39:39, time: 1.087, data_time: 0.011, memory: 5822, loss_cls: 3.0966, loss: 3.0966, grad_norm: 3.2039 2020-10-24 15:44:01,838 - mmaction - INFO - Epoch [51][740/1712] lr: 1.000e-03, eta: 1 day, 3:39:14, time: 1.120, data_time: 0.007, memory: 5822, loss_cls: 3.0536, loss: 3.0536, grad_norm: 3.1278 2020-10-24 15:44:24,185 - mmaction - INFO - Epoch [51][760/1712] lr: 1.000e-03, eta: 1 day, 3:38:49, time: 1.109, data_time: 0.004, memory: 5822, loss_cls: 3.0743, loss: 3.0743, grad_norm: 3.2590 2020-10-24 15:44:45,656 - mmaction - INFO - Epoch [51][780/1712] lr: 1.000e-03, eta: 1 day, 3:38:24, time: 1.083, data_time: 0.014, memory: 5822, loss_cls: 3.0796, loss: 3.0796, grad_norm: 3.1047 2020-10-24 15:45:07,920 - mmaction - INFO - Epoch [51][800/1712] lr: 1.000e-03, eta: 1 day, 3:37:59, time: 1.116, data_time: 0.005, memory: 5822, loss_cls: 2.9950, loss: 2.9950, grad_norm: 3.1320 2020-10-24 15:45:30,235 - mmaction - INFO - Epoch [51][820/1712] lr: 1.000e-03, eta: 1 day, 3:37:35, time: 1.110, data_time: 0.002, memory: 5822, loss_cls: 3.0260, loss: 3.0260, grad_norm: 3.1443 2020-10-24 15:45:52,430 - mmaction - INFO - Epoch [51][840/1712] lr: 1.000e-03, eta: 1 day, 3:37:10, time: 1.108, data_time: 0.009, memory: 5822, loss_cls: 3.0413, loss: 3.0413, grad_norm: 3.1904 2020-10-24 15:46:14,198 - mmaction - INFO - Epoch [51][860/1712] lr: 1.000e-03, eta: 1 day, 3:36:45, time: 1.089, data_time: 0.010, memory: 5822, loss_cls: 3.0266, loss: 3.0266, grad_norm: 3.0974 2020-10-24 15:46:36,480 - mmaction - INFO - Epoch [51][880/1712] lr: 1.000e-03, eta: 1 day, 3:36:20, time: 1.117, data_time: 0.010, memory: 5822, loss_cls: 3.0292, loss: 3.0292, grad_norm: 3.1536 2020-10-24 15:46:58,162 - mmaction - INFO - Epoch [51][900/1712] lr: 1.000e-03, eta: 1 day, 3:35:55, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 3.0658, loss: 3.0658, grad_norm: 3.1890 2020-10-24 15:47:20,461 - mmaction - INFO - Epoch [51][920/1712] lr: 1.000e-03, eta: 1 day, 3:35:31, time: 1.115, data_time: 0.003, memory: 5822, loss_cls: 3.0055, loss: 3.0055, grad_norm: 3.1192 2020-10-24 15:47:42,793 - mmaction - INFO - Epoch [51][940/1712] lr: 1.000e-03, eta: 1 day, 3:35:06, time: 1.117, data_time: 0.005, memory: 5822, loss_cls: 3.0018, loss: 3.0018, grad_norm: 3.1007 2020-10-24 15:48:04,810 - mmaction - INFO - Epoch [51][960/1712] lr: 1.000e-03, eta: 1 day, 3:34:41, time: 1.097, data_time: 0.007, memory: 5822, loss_cls: 3.0677, loss: 3.0677, grad_norm: 3.1302 2020-10-24 15:48:27,407 - mmaction - INFO - Epoch [51][980/1712] lr: 1.000e-03, eta: 1 day, 3:34:17, time: 1.128, data_time: 0.009, memory: 5822, loss_cls: 3.0238, loss: 3.0238, grad_norm: 3.0746 2020-10-24 15:48:49,210 - mmaction - INFO - Epoch [51][1000/1712] lr: 1.000e-03, eta: 1 day, 3:33:52, time: 1.089, data_time: 0.013, memory: 5822, loss_cls: 2.9941, loss: 2.9941, grad_norm: 3.0977 2020-10-24 15:49:10,995 - mmaction - INFO - Epoch [51][1020/1712] lr: 1.000e-03, eta: 1 day, 3:33:27, time: 1.096, data_time: 0.010, memory: 5822, loss_cls: 2.9902, loss: 2.9902, grad_norm: 3.1163 2020-10-24 15:49:32,824 - mmaction - INFO - Epoch [51][1040/1712] lr: 1.000e-03, eta: 1 day, 3:33:02, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 3.0479, loss: 3.0479, grad_norm: 3.1492 2020-10-24 15:49:55,011 - mmaction - INFO - Epoch [51][1060/1712] lr: 1.000e-03, eta: 1 day, 3:32:37, time: 1.103, data_time: 0.006, memory: 5822, loss_cls: 3.0005, loss: 3.0005, grad_norm: 3.1548 2020-10-24 15:50:17,467 - mmaction - INFO - Epoch [51][1080/1712] lr: 1.000e-03, eta: 1 day, 3:32:12, time: 1.128, data_time: 0.010, memory: 5822, loss_cls: 3.0492, loss: 3.0492, grad_norm: 3.1986 2020-10-24 15:50:39,253 - mmaction - INFO - Epoch [51][1100/1712] lr: 1.000e-03, eta: 1 day, 3:31:47, time: 1.087, data_time: 0.012, memory: 5822, loss_cls: 3.0706, loss: 3.0706, grad_norm: 3.1646 2020-10-24 15:51:01,281 - mmaction - INFO - Epoch [51][1120/1712] lr: 1.000e-03, eta: 1 day, 3:31:23, time: 1.105, data_time: 0.010, memory: 5822, loss_cls: 3.0946, loss: 3.0946, grad_norm: 3.2084 2020-10-24 15:51:24,009 - mmaction - INFO - Epoch [51][1140/1712] lr: 1.000e-03, eta: 1 day, 3:30:58, time: 1.132, data_time: 0.005, memory: 5822, loss_cls: 3.0409, loss: 3.0409, grad_norm: 3.2027 2020-10-24 15:51:46,621 - mmaction - INFO - Epoch [51][1160/1712] lr: 1.000e-03, eta: 1 day, 3:30:34, time: 1.135, data_time: 0.009, memory: 5822, loss_cls: 3.1198, loss: 3.1198, grad_norm: 3.2529 2020-10-24 15:52:08,247 - mmaction - INFO - Epoch [51][1180/1712] lr: 1.000e-03, eta: 1 day, 3:30:09, time: 1.081, data_time: 0.009, memory: 5822, loss_cls: 3.0067, loss: 3.0067, grad_norm: 3.1253 2020-10-24 15:52:30,711 - mmaction - INFO - Epoch [51][1200/1712] lr: 1.000e-03, eta: 1 day, 3:29:44, time: 1.119, data_time: 0.006, memory: 5822, loss_cls: 3.1021, loss: 3.1021, grad_norm: 3.1343 2020-10-24 15:52:53,179 - mmaction - INFO - Epoch [51][1220/1712] lr: 1.000e-03, eta: 1 day, 3:29:20, time: 1.123, data_time: 0.009, memory: 5822, loss_cls: 3.0919, loss: 3.0919, grad_norm: 3.2085 2020-10-24 15:53:15,385 - mmaction - INFO - Epoch [51][1240/1712] lr: 1.000e-03, eta: 1 day, 3:28:55, time: 1.117, data_time: 0.010, memory: 5822, loss_cls: 2.9808, loss: 2.9808, grad_norm: 3.1013 2020-10-24 15:53:36,983 - mmaction - INFO - Epoch [51][1260/1712] lr: 1.000e-03, eta: 1 day, 3:28:30, time: 1.081, data_time: 0.002, memory: 5822, loss_cls: 3.0589, loss: 3.0589, grad_norm: 3.1632 2020-10-24 15:54:00,158 - mmaction - INFO - Epoch [51][1280/1712] lr: 1.000e-03, eta: 1 day, 3:28:06, time: 1.158, data_time: 0.001, memory: 5822, loss_cls: 3.0213, loss: 3.0213, grad_norm: 3.0974 2020-10-24 15:54:22,144 - mmaction - INFO - Epoch [51][1300/1712] lr: 1.000e-03, eta: 1 day, 3:27:41, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 2.9772, loss: 2.9772, grad_norm: 3.1028 2020-10-24 15:54:44,036 - mmaction - INFO - Epoch [51][1320/1712] lr: 1.000e-03, eta: 1 day, 3:27:17, time: 1.096, data_time: 0.003, memory: 5822, loss_cls: 3.0667, loss: 3.0667, grad_norm: 3.1637 2020-10-24 15:55:06,023 - mmaction - INFO - Epoch [51][1340/1712] lr: 1.000e-03, eta: 1 day, 3:26:52, time: 1.099, data_time: 0.002, memory: 5822, loss_cls: 3.0550, loss: 3.0550, grad_norm: 3.2382 2020-10-24 15:55:28,640 - mmaction - INFO - Epoch [51][1360/1712] lr: 1.000e-03, eta: 1 day, 3:26:27, time: 1.127, data_time: 0.006, memory: 5822, loss_cls: 2.9776, loss: 2.9776, grad_norm: 3.0319 2020-10-24 15:55:50,948 - mmaction - INFO - Epoch [51][1380/1712] lr: 1.000e-03, eta: 1 day, 3:26:03, time: 1.105, data_time: 0.009, memory: 5822, loss_cls: 3.0430, loss: 3.0430, grad_norm: 3.1609 2020-10-24 15:56:12,678 - mmaction - INFO - Epoch [51][1400/1712] lr: 1.000e-03, eta: 1 day, 3:25:38, time: 1.095, data_time: 0.018, memory: 5822, loss_cls: 3.0108, loss: 3.0108, grad_norm: 3.1473 2020-10-24 15:56:34,594 - mmaction - INFO - Epoch [51][1420/1712] lr: 1.000e-03, eta: 1 day, 3:25:13, time: 1.094, data_time: 0.012, memory: 5822, loss_cls: 3.0562, loss: 3.0562, grad_norm: 3.1661 2020-10-24 15:56:56,614 - mmaction - INFO - Epoch [51][1440/1712] lr: 1.000e-03, eta: 1 day, 3:24:48, time: 1.106, data_time: 0.014, memory: 5822, loss_cls: 3.0036, loss: 3.0036, grad_norm: 3.1565 2020-10-24 15:57:18,926 - mmaction - INFO - Epoch [51][1460/1712] lr: 1.000e-03, eta: 1 day, 3:24:23, time: 1.119, data_time: 0.009, memory: 5822, loss_cls: 3.0382, loss: 3.0382, grad_norm: 3.1621 2020-10-24 15:57:41,175 - mmaction - INFO - Epoch [51][1480/1712] lr: 1.000e-03, eta: 1 day, 3:23:59, time: 1.111, data_time: 0.004, memory: 5822, loss_cls: 3.0771, loss: 3.0771, grad_norm: 3.2623 2020-10-24 15:58:03,166 - mmaction - INFO - Epoch [51][1500/1712] lr: 1.000e-03, eta: 1 day, 3:23:34, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 3.0058, loss: 3.0058, grad_norm: 3.1007 2020-10-24 15:58:25,652 - mmaction - INFO - Epoch [51][1520/1712] lr: 1.000e-03, eta: 1 day, 3:23:10, time: 1.126, data_time: 0.011, memory: 5822, loss_cls: 3.0362, loss: 3.0362, grad_norm: 3.1437 2020-10-24 15:58:47,680 - mmaction - INFO - Epoch [51][1540/1712] lr: 1.000e-03, eta: 1 day, 3:22:45, time: 1.100, data_time: 0.004, memory: 5822, loss_cls: 3.0550, loss: 3.0550, grad_norm: 3.0711 2020-10-24 15:59:09,288 - mmaction - INFO - Epoch [51][1560/1712] lr: 1.000e-03, eta: 1 day, 3:22:19, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 3.0435, loss: 3.0435, grad_norm: 3.1840 2020-10-24 15:59:30,802 - mmaction - INFO - Epoch [51][1580/1712] lr: 1.000e-03, eta: 1 day, 3:21:54, time: 1.076, data_time: 0.005, memory: 5822, loss_cls: 2.9546, loss: 2.9546, grad_norm: 3.0851 2020-10-24 15:59:53,476 - mmaction - INFO - Epoch [51][1600/1712] lr: 1.000e-03, eta: 1 day, 3:21:30, time: 1.135, data_time: 0.006, memory: 5822, loss_cls: 3.1078, loss: 3.1078, grad_norm: 3.1956 2020-10-24 16:00:15,697 - mmaction - INFO - Epoch [51][1620/1712] lr: 1.000e-03, eta: 1 day, 3:21:05, time: 1.112, data_time: 0.002, memory: 5822, loss_cls: 3.0469, loss: 3.0469, grad_norm: 3.1524 2020-10-24 16:00:38,236 - mmaction - INFO - Epoch [51][1640/1712] lr: 1.000e-03, eta: 1 day, 3:20:41, time: 1.121, data_time: 0.004, memory: 5822, loss_cls: 3.0339, loss: 3.0339, grad_norm: 3.1624 2020-10-24 16:01:00,827 - mmaction - INFO - Epoch [51][1660/1712] lr: 1.000e-03, eta: 1 day, 3:20:17, time: 1.131, data_time: 0.007, memory: 5822, loss_cls: 2.9419, loss: 2.9419, grad_norm: 3.0715 2020-10-24 16:01:23,148 - mmaction - INFO - Epoch [51][1680/1712] lr: 1.000e-03, eta: 1 day, 3:19:52, time: 1.112, data_time: 0.005, memory: 5822, loss_cls: 3.0082, loss: 3.0082, grad_norm: 3.1126 2020-10-24 16:01:44,898 - mmaction - INFO - Epoch [51][1700/1712] lr: 1.000e-03, eta: 1 day, 3:19:27, time: 1.095, data_time: 0.009, memory: 5822, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.0562 2020-10-24 16:02:40,572 - mmaction - INFO - Epoch [52][20/1712] lr: 1.000e-03, eta: 1 day, 3:18:53, time: 2.067, data_time: 0.944, memory: 5822, loss_cls: 3.0461, loss: 3.0461, grad_norm: 3.1719 2020-10-24 16:03:02,619 - mmaction - INFO - Epoch [52][40/1712] lr: 1.000e-03, eta: 1 day, 3:18:28, time: 1.102, data_time: 0.010, memory: 5822, loss_cls: 3.0162, loss: 3.0162, grad_norm: 3.0903 2020-10-24 16:03:24,728 - mmaction - INFO - Epoch [52][60/1712] lr: 1.000e-03, eta: 1 day, 3:18:04, time: 1.103, data_time: 0.006, memory: 5822, loss_cls: 3.0176, loss: 3.0176, grad_norm: 3.1769 2020-10-24 16:03:46,774 - mmaction - INFO - Epoch [52][80/1712] lr: 1.000e-03, eta: 1 day, 3:17:39, time: 1.107, data_time: 0.008, memory: 5822, loss_cls: 3.0171, loss: 3.0171, grad_norm: 3.1593 2020-10-24 16:04:08,054 - mmaction - INFO - Epoch [52][100/1712] lr: 1.000e-03, eta: 1 day, 3:17:13, time: 1.063, data_time: 0.006, memory: 5822, loss_cls: 3.0975, loss: 3.0975, grad_norm: 3.1877 2020-10-24 16:04:30,408 - mmaction - INFO - Epoch [52][120/1712] lr: 1.000e-03, eta: 1 day, 3:16:49, time: 1.119, data_time: 0.006, memory: 5822, loss_cls: 3.0201, loss: 3.0201, grad_norm: 3.0939 2020-10-24 16:04:51,162 - mmaction - INFO - Epoch [52][140/1712] lr: 1.000e-03, eta: 1 day, 3:16:23, time: 1.035, data_time: 0.006, memory: 5822, loss_cls: 3.1179, loss: 3.1179, grad_norm: 3.2476 2020-10-24 16:05:13,426 - mmaction - INFO - Epoch [52][160/1712] lr: 1.000e-03, eta: 1 day, 3:15:58, time: 1.112, data_time: 0.004, memory: 5822, loss_cls: 3.0218, loss: 3.0218, grad_norm: 3.0842 2020-10-24 16:05:35,111 - mmaction - INFO - Epoch [52][180/1712] lr: 1.000e-03, eta: 1 day, 3:15:33, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 3.0813, loss: 3.0813, grad_norm: 3.2378 2020-10-24 16:05:57,054 - mmaction - INFO - Epoch [52][200/1712] lr: 1.000e-03, eta: 1 day, 3:15:08, time: 1.100, data_time: 0.010, memory: 5822, loss_cls: 3.0336, loss: 3.0336, grad_norm: 3.1988 2020-10-24 16:06:19,227 - mmaction - INFO - Epoch [52][220/1712] lr: 1.000e-03, eta: 1 day, 3:14:44, time: 1.110, data_time: 0.008, memory: 5822, loss_cls: 3.0289, loss: 3.0289, grad_norm: 3.1617 2020-10-24 16:06:41,119 - mmaction - INFO - Epoch [52][240/1712] lr: 1.000e-03, eta: 1 day, 3:14:19, time: 1.095, data_time: 0.008, memory: 5822, loss_cls: 3.0643, loss: 3.0643, grad_norm: 3.1524 2020-10-24 16:07:02,457 - mmaction - INFO - Epoch [52][260/1712] lr: 1.000e-03, eta: 1 day, 3:13:53, time: 1.065, data_time: 0.005, memory: 5822, loss_cls: 3.0506, loss: 3.0506, grad_norm: 3.2047 2020-10-24 16:07:24,454 - mmaction - INFO - Epoch [52][280/1712] lr: 1.000e-03, eta: 1 day, 3:13:28, time: 1.094, data_time: 0.007, memory: 5822, loss_cls: 3.0120, loss: 3.0120, grad_norm: 3.1184 2020-10-24 16:07:45,480 - mmaction - INFO - Epoch [52][300/1712] lr: 1.000e-03, eta: 1 day, 3:13:02, time: 1.052, data_time: 0.012, memory: 5822, loss_cls: 3.0191, loss: 3.0191, grad_norm: 3.1291 2020-10-24 16:08:07,200 - mmaction - INFO - Epoch [52][320/1712] lr: 1.000e-03, eta: 1 day, 3:12:38, time: 1.093, data_time: 0.012, memory: 5822, loss_cls: 3.0272, loss: 3.0272, grad_norm: 3.1812 2020-10-24 16:08:29,370 - mmaction - INFO - Epoch [52][340/1712] lr: 1.000e-03, eta: 1 day, 3:12:13, time: 1.101, data_time: 0.007, memory: 5822, loss_cls: 3.0865, loss: 3.0865, grad_norm: 3.1815 2020-10-24 16:08:51,243 - mmaction - INFO - Epoch [52][360/1712] lr: 1.000e-03, eta: 1 day, 3:11:48, time: 1.102, data_time: 0.011, memory: 5822, loss_cls: 3.0133, loss: 3.0133, grad_norm: 3.1280 2020-10-24 16:09:13,437 - mmaction - INFO - Epoch [52][380/1712] lr: 1.000e-03, eta: 1 day, 3:11:23, time: 1.104, data_time: 0.005, memory: 5822, loss_cls: 3.0078, loss: 3.0078, grad_norm: 3.1081 2020-10-24 16:09:35,614 - mmaction - INFO - Epoch [52][400/1712] lr: 1.000e-03, eta: 1 day, 3:10:59, time: 1.115, data_time: 0.009, memory: 5822, loss_cls: 3.0391, loss: 3.0391, grad_norm: 3.1472 2020-10-24 16:09:57,108 - mmaction - INFO - Epoch [52][420/1712] lr: 1.000e-03, eta: 1 day, 3:10:33, time: 1.070, data_time: 0.002, memory: 5822, loss_cls: 3.0225, loss: 3.0225, grad_norm: 3.1907 2020-10-24 16:10:18,372 - mmaction - INFO - Epoch [52][440/1712] lr: 1.000e-03, eta: 1 day, 3:10:08, time: 1.065, data_time: 0.007, memory: 5822, loss_cls: 3.0326, loss: 3.0326, grad_norm: 3.1939 2020-10-24 16:10:40,471 - mmaction - INFO - Epoch [52][460/1712] lr: 1.000e-03, eta: 1 day, 3:09:43, time: 1.104, data_time: 0.010, memory: 5822, loss_cls: 3.0356, loss: 3.0356, grad_norm: 3.0826 2020-10-24 16:11:02,387 - mmaction - INFO - Epoch [52][480/1712] lr: 1.000e-03, eta: 1 day, 3:09:18, time: 1.101, data_time: 0.006, memory: 5822, loss_cls: 3.0157, loss: 3.0157, grad_norm: 3.1405 2020-10-24 16:11:24,745 - mmaction - INFO - Epoch [52][500/1712] lr: 1.000e-03, eta: 1 day, 3:08:54, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 2.9881, loss: 2.9881, grad_norm: 3.1392 2020-10-24 16:11:46,971 - mmaction - INFO - Epoch [52][520/1712] lr: 1.000e-03, eta: 1 day, 3:08:29, time: 1.118, data_time: 0.017, memory: 5822, loss_cls: 2.9950, loss: 2.9950, grad_norm: 3.1410 2020-10-24 16:12:09,382 - mmaction - INFO - Epoch [52][540/1712] lr: 1.000e-03, eta: 1 day, 3:08:05, time: 1.120, data_time: 0.009, memory: 5822, loss_cls: 3.0402, loss: 3.0402, grad_norm: 3.2062 2020-10-24 16:12:30,882 - mmaction - INFO - Epoch [52][560/1712] lr: 1.000e-03, eta: 1 day, 3:07:39, time: 1.078, data_time: 0.011, memory: 5822, loss_cls: 3.0502, loss: 3.0502, grad_norm: 3.2305 2020-10-24 16:12:52,380 - mmaction - INFO - Epoch [52][580/1712] lr: 1.000e-03, eta: 1 day, 3:07:14, time: 1.074, data_time: 0.009, memory: 5822, loss_cls: 2.9929, loss: 2.9929, grad_norm: 3.1304 2020-10-24 16:13:14,772 - mmaction - INFO - Epoch [52][600/1712] lr: 1.000e-03, eta: 1 day, 3:06:50, time: 1.126, data_time: 0.010, memory: 5822, loss_cls: 3.0372, loss: 3.0372, grad_norm: 3.1431 2020-10-24 16:13:35,828 - mmaction - INFO - Epoch [52][620/1712] lr: 1.000e-03, eta: 1 day, 3:06:24, time: 1.054, data_time: 0.006, memory: 5822, loss_cls: 3.0539, loss: 3.0539, grad_norm: 3.1252 2020-10-24 16:13:57,915 - mmaction - INFO - Epoch [52][640/1712] lr: 1.000e-03, eta: 1 day, 3:05:59, time: 1.102, data_time: 0.001, memory: 5822, loss_cls: 3.0448, loss: 3.0448, grad_norm: 3.1650 2020-10-24 16:14:19,813 - mmaction - INFO - Epoch [52][660/1712] lr: 1.000e-03, eta: 1 day, 3:05:34, time: 1.093, data_time: 0.007, memory: 5822, loss_cls: 3.0248, loss: 3.0248, grad_norm: 3.1537 2020-10-24 16:14:42,169 - mmaction - INFO - Epoch [52][680/1712] lr: 1.000e-03, eta: 1 day, 3:05:10, time: 1.113, data_time: 0.006, memory: 5822, loss_cls: 3.0735, loss: 3.0735, grad_norm: 3.2169 2020-10-24 16:15:03,497 - mmaction - INFO - Epoch [52][700/1712] lr: 1.000e-03, eta: 1 day, 3:04:45, time: 1.076, data_time: 0.010, memory: 5822, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.2937 2020-10-24 16:15:25,429 - mmaction - INFO - Epoch [52][720/1712] lr: 1.000e-03, eta: 1 day, 3:04:20, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 3.0058, loss: 3.0058, grad_norm: 3.1007 2020-10-24 16:15:47,584 - mmaction - INFO - Epoch [52][740/1712] lr: 1.000e-03, eta: 1 day, 3:03:55, time: 1.108, data_time: 0.005, memory: 5822, loss_cls: 3.0765, loss: 3.0765, grad_norm: 3.2084 2020-10-24 16:16:09,003 - mmaction - INFO - Epoch [52][760/1712] lr: 1.000e-03, eta: 1 day, 3:03:30, time: 1.064, data_time: 0.005, memory: 5822, loss_cls: 3.0700, loss: 3.0700, grad_norm: 3.1568 2020-10-24 16:16:31,056 - mmaction - INFO - Epoch [52][780/1712] lr: 1.000e-03, eta: 1 day, 3:03:05, time: 1.111, data_time: 0.012, memory: 5822, loss_cls: 3.0051, loss: 3.0051, grad_norm: 3.1615 2020-10-24 16:16:52,432 - mmaction - INFO - Epoch [52][800/1712] lr: 1.000e-03, eta: 1 day, 3:02:39, time: 1.060, data_time: 0.003, memory: 5822, loss_cls: 3.0493, loss: 3.0493, grad_norm: 3.1712 2020-10-24 16:17:13,869 - mmaction - INFO - Epoch [52][820/1712] lr: 1.000e-03, eta: 1 day, 3:02:14, time: 1.081, data_time: 0.010, memory: 5822, loss_cls: 3.0348, loss: 3.0348, grad_norm: 3.1043 2020-10-24 16:17:35,861 - mmaction - INFO - Epoch [52][840/1712] lr: 1.000e-03, eta: 1 day, 3:01:49, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 3.0491, loss: 3.0491, grad_norm: 3.1617 2020-10-24 16:17:57,958 - mmaction - INFO - Epoch [52][860/1712] lr: 1.000e-03, eta: 1 day, 3:01:25, time: 1.103, data_time: 0.007, memory: 5822, loss_cls: 3.0945, loss: 3.0945, grad_norm: 3.1464 2020-10-24 16:18:19,712 - mmaction - INFO - Epoch [52][880/1712] lr: 1.000e-03, eta: 1 day, 3:01:00, time: 1.079, data_time: 0.008, memory: 5822, loss_cls: 3.0156, loss: 3.0156, grad_norm: 3.1983 2020-10-24 16:18:41,335 - mmaction - INFO - Epoch [52][900/1712] lr: 1.000e-03, eta: 1 day, 3:00:35, time: 1.093, data_time: 0.017, memory: 5822, loss_cls: 2.9883, loss: 2.9883, grad_norm: 3.1788 2020-10-24 16:19:03,167 - mmaction - INFO - Epoch [52][920/1712] lr: 1.000e-03, eta: 1 day, 3:00:09, time: 1.076, data_time: 0.002, memory: 5822, loss_cls: 3.0291, loss: 3.0291, grad_norm: 3.1401 2020-10-24 16:19:24,709 - mmaction - INFO - Epoch [52][940/1712] lr: 1.000e-03, eta: 1 day, 2:59:44, time: 1.090, data_time: 0.018, memory: 5822, loss_cls: 3.0495, loss: 3.0495, grad_norm: 3.1702 2020-10-24 16:19:46,126 - mmaction - INFO - Epoch [52][960/1712] lr: 1.000e-03, eta: 1 day, 2:59:19, time: 1.068, data_time: 0.005, memory: 5822, loss_cls: 3.0218, loss: 3.0218, grad_norm: 3.1535 2020-10-24 16:20:07,807 - mmaction - INFO - Epoch [52][980/1712] lr: 1.000e-03, eta: 1 day, 2:58:54, time: 1.085, data_time: 0.007, memory: 5822, loss_cls: 3.0176, loss: 3.0176, grad_norm: 3.2107 2020-10-24 16:20:29,671 - mmaction - INFO - Epoch [52][1000/1712] lr: 1.000e-03, eta: 1 day, 2:58:29, time: 1.090, data_time: 0.006, memory: 5822, loss_cls: 3.0731, loss: 3.0731, grad_norm: 3.1868 2020-10-24 16:20:51,514 - mmaction - INFO - Epoch [52][1020/1712] lr: 1.000e-03, eta: 1 day, 2:58:04, time: 1.096, data_time: 0.010, memory: 5822, loss_cls: 3.0340, loss: 3.0340, grad_norm: 3.1966 2020-10-24 16:21:13,706 - mmaction - INFO - Epoch [52][1040/1712] lr: 1.000e-03, eta: 1 day, 2:57:40, time: 1.108, data_time: 0.005, memory: 5822, loss_cls: 3.0155, loss: 3.0155, grad_norm: 3.1930 2020-10-24 16:21:35,201 - mmaction - INFO - Epoch [52][1060/1712] lr: 1.000e-03, eta: 1 day, 2:57:14, time: 1.077, data_time: 0.006, memory: 5822, loss_cls: 3.0801, loss: 3.0801, grad_norm: 3.2759 2020-10-24 16:21:57,445 - mmaction - INFO - Epoch [52][1080/1712] lr: 1.000e-03, eta: 1 day, 2:56:50, time: 1.105, data_time: 0.003, memory: 5822, loss_cls: 3.0711, loss: 3.0711, grad_norm: 3.1501 2020-10-24 16:22:18,999 - mmaction - INFO - Epoch [52][1100/1712] lr: 1.000e-03, eta: 1 day, 2:56:25, time: 1.085, data_time: 0.011, memory: 5822, loss_cls: 3.0236, loss: 3.0236, grad_norm: 3.1834 2020-10-24 16:22:40,537 - mmaction - INFO - Epoch [52][1120/1712] lr: 1.000e-03, eta: 1 day, 2:55:59, time: 1.078, data_time: 0.004, memory: 5822, loss_cls: 3.0890, loss: 3.0890, grad_norm: 3.2257 2020-10-24 16:23:02,403 - mmaction - INFO - Epoch [52][1140/1712] lr: 1.000e-03, eta: 1 day, 2:55:35, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 3.0324, loss: 3.0324, grad_norm: 3.2598 2020-10-24 16:23:25,072 - mmaction - INFO - Epoch [52][1160/1712] lr: 1.000e-03, eta: 1 day, 2:55:10, time: 1.126, data_time: 0.005, memory: 5822, loss_cls: 3.0834, loss: 3.0834, grad_norm: 3.3219 2020-10-24 16:23:47,722 - mmaction - INFO - Epoch [52][1180/1712] lr: 1.000e-03, eta: 1 day, 2:54:46, time: 1.136, data_time: 0.011, memory: 5822, loss_cls: 3.0418, loss: 3.0418, grad_norm: 3.1247 2020-10-24 16:24:10,644 - mmaction - INFO - Epoch [52][1200/1712] lr: 1.000e-03, eta: 1 day, 2:54:22, time: 1.145, data_time: 0.011, memory: 5822, loss_cls: 3.0298, loss: 3.0298, grad_norm: 3.1348 2020-10-24 16:24:32,693 - mmaction - INFO - Epoch [52][1220/1712] lr: 1.000e-03, eta: 1 day, 2:53:58, time: 1.106, data_time: 0.011, memory: 5822, loss_cls: 3.0989, loss: 3.0989, grad_norm: 3.2776 2020-10-24 16:24:54,351 - mmaction - INFO - Epoch [52][1240/1712] lr: 1.000e-03, eta: 1 day, 2:53:33, time: 1.086, data_time: 0.006, memory: 5822, loss_cls: 3.0229, loss: 3.0229, grad_norm: 3.1230 2020-10-24 16:25:16,751 - mmaction - INFO - Epoch [52][1260/1712] lr: 1.000e-03, eta: 1 day, 2:53:08, time: 1.115, data_time: 0.001, memory: 5822, loss_cls: 3.0411, loss: 3.0411, grad_norm: 3.2324 2020-10-24 16:25:38,998 - mmaction - INFO - Epoch [52][1280/1712] lr: 1.000e-03, eta: 1 day, 2:52:43, time: 1.106, data_time: 0.006, memory: 5822, loss_cls: 3.0708, loss: 3.0708, grad_norm: 3.2663 2020-10-24 16:26:01,468 - mmaction - INFO - Epoch [52][1300/1712] lr: 1.000e-03, eta: 1 day, 2:52:19, time: 1.131, data_time: 0.013, memory: 5822, loss_cls: 3.0588, loss: 3.0588, grad_norm: 3.2322 2020-10-24 16:26:23,605 - mmaction - INFO - Epoch [52][1320/1712] lr: 1.000e-03, eta: 1 day, 2:51:55, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 3.0309, loss: 3.0309, grad_norm: 3.1045 2020-10-24 16:26:46,180 - mmaction - INFO - Epoch [52][1340/1712] lr: 1.000e-03, eta: 1 day, 2:51:30, time: 1.117, data_time: 0.003, memory: 5822, loss_cls: 3.0137, loss: 3.0137, grad_norm: 3.2262 2020-10-24 16:27:08,558 - mmaction - INFO - Epoch [52][1360/1712] lr: 1.000e-03, eta: 1 day, 2:51:06, time: 1.117, data_time: 0.013, memory: 5822, loss_cls: 3.0310, loss: 3.0310, grad_norm: 3.1519 2020-10-24 16:27:30,762 - mmaction - INFO - Epoch [52][1380/1712] lr: 1.000e-03, eta: 1 day, 2:50:41, time: 1.113, data_time: 0.016, memory: 5822, loss_cls: 3.0727, loss: 3.0727, grad_norm: 3.1829 2020-10-24 16:27:53,104 - mmaction - INFO - Epoch [52][1400/1712] lr: 1.000e-03, eta: 1 day, 2:50:17, time: 1.114, data_time: 0.012, memory: 5822, loss_cls: 2.9997, loss: 2.9997, grad_norm: 3.1978 2020-10-24 16:28:15,627 - mmaction - INFO - Epoch [52][1420/1712] lr: 1.000e-03, eta: 1 day, 2:49:53, time: 1.132, data_time: 0.017, memory: 5822, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.1636 2020-10-24 16:28:36,875 - mmaction - INFO - Epoch [52][1440/1712] lr: 1.000e-03, eta: 1 day, 2:49:27, time: 1.066, data_time: 0.013, memory: 5822, loss_cls: 3.0659, loss: 3.0659, grad_norm: 3.2208 2020-10-24 16:28:58,817 - mmaction - INFO - Epoch [52][1460/1712] lr: 1.000e-03, eta: 1 day, 2:49:02, time: 1.090, data_time: 0.006, memory: 5822, loss_cls: 3.0730, loss: 3.0730, grad_norm: 3.2734 2020-10-24 16:29:20,791 - mmaction - INFO - Epoch [52][1480/1712] lr: 1.000e-03, eta: 1 day, 2:48:38, time: 1.105, data_time: 0.013, memory: 5822, loss_cls: 3.0064, loss: 3.0064, grad_norm: 3.1337 2020-10-24 16:29:42,386 - mmaction - INFO - Epoch [52][1500/1712] lr: 1.000e-03, eta: 1 day, 2:48:13, time: 1.084, data_time: 0.011, memory: 5822, loss_cls: 2.9564, loss: 2.9564, grad_norm: 3.0979 2020-10-24 16:30:04,547 - mmaction - INFO - Epoch [52][1520/1712] lr: 1.000e-03, eta: 1 day, 2:47:48, time: 1.108, data_time: 0.012, memory: 5822, loss_cls: 3.0177, loss: 3.0177, grad_norm: 3.1484 2020-10-24 16:30:26,763 - mmaction - INFO - Epoch [52][1540/1712] lr: 1.000e-03, eta: 1 day, 2:47:23, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 3.0432, loss: 3.0432, grad_norm: 3.2329 2020-10-24 16:30:48,378 - mmaction - INFO - Epoch [52][1560/1712] lr: 1.000e-03, eta: 1 day, 2:46:58, time: 1.087, data_time: 0.016, memory: 5822, loss_cls: 3.0592, loss: 3.0592, grad_norm: 3.1653 2020-10-24 16:31:10,558 - mmaction - INFO - Epoch [52][1580/1712] lr: 1.000e-03, eta: 1 day, 2:46:34, time: 1.111, data_time: 0.011, memory: 5822, loss_cls: 3.0352, loss: 3.0352, grad_norm: 3.2484 2020-10-24 16:31:33,355 - mmaction - INFO - Epoch [52][1600/1712] lr: 1.000e-03, eta: 1 day, 2:46:10, time: 1.136, data_time: 0.008, memory: 5822, loss_cls: 3.0709, loss: 3.0709, grad_norm: 3.2089 2020-10-24 16:31:55,258 - mmaction - INFO - Epoch [52][1620/1712] lr: 1.000e-03, eta: 1 day, 2:45:45, time: 1.096, data_time: 0.014, memory: 5822, loss_cls: 3.0158, loss: 3.0158, grad_norm: 3.1288 2020-10-24 16:32:17,080 - mmaction - INFO - Epoch [52][1640/1712] lr: 1.000e-03, eta: 1 day, 2:45:20, time: 1.088, data_time: 0.010, memory: 5822, loss_cls: 3.0470, loss: 3.0470, grad_norm: 3.1373 2020-10-24 16:32:38,120 - mmaction - INFO - Epoch [52][1660/1712] lr: 1.000e-03, eta: 1 day, 2:44:54, time: 1.060, data_time: 0.012, memory: 5822, loss_cls: 3.0227, loss: 3.0227, grad_norm: 3.1783 2020-10-24 16:32:59,864 - mmaction - INFO - Epoch [52][1680/1712] lr: 1.000e-03, eta: 1 day, 2:44:30, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 3.0235, loss: 3.0235, grad_norm: 3.1965 2020-10-24 16:33:22,496 - mmaction - INFO - Epoch [52][1700/1712] lr: 1.000e-03, eta: 1 day, 2:44:05, time: 1.129, data_time: 0.004, memory: 5822, loss_cls: 3.0272, loss: 3.0272, grad_norm: 3.1817 2020-10-24 16:34:14,663 - mmaction - INFO - Epoch [53][20/1712] lr: 1.000e-03, eta: 1 day, 2:43:29, time: 1.951, data_time: 1.137, memory: 5822, loss_cls: 3.0354, loss: 3.0354, grad_norm: 3.1553 2020-10-24 16:34:37,672 - mmaction - INFO - Epoch [53][40/1712] lr: 1.000e-03, eta: 1 day, 2:43:06, time: 1.154, data_time: 0.014, memory: 5822, loss_cls: 3.0577, loss: 3.0577, grad_norm: 3.1620 2020-10-24 16:34:59,599 - mmaction - INFO - Epoch [53][60/1712] lr: 1.000e-03, eta: 1 day, 2:42:41, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 3.0168, loss: 3.0168, grad_norm: 3.1866 2020-10-24 16:35:22,079 - mmaction - INFO - Epoch [53][80/1712] lr: 1.000e-03, eta: 1 day, 2:42:16, time: 1.116, data_time: 0.006, memory: 5822, loss_cls: 2.9923, loss: 2.9923, grad_norm: 3.1545 2020-10-24 16:35:43,851 - mmaction - INFO - Epoch [53][100/1712] lr: 1.000e-03, eta: 1 day, 2:41:51, time: 1.097, data_time: 0.013, memory: 5822, loss_cls: 3.0376, loss: 3.0376, grad_norm: 3.2397 2020-10-24 16:36:05,731 - mmaction - INFO - Epoch [53][120/1712] lr: 1.000e-03, eta: 1 day, 2:41:27, time: 1.095, data_time: 0.004, memory: 5822, loss_cls: 2.9810, loss: 2.9810, grad_norm: 3.1821 2020-10-24 16:36:27,134 - mmaction - INFO - Epoch [53][140/1712] lr: 1.000e-03, eta: 1 day, 2:41:01, time: 1.070, data_time: 0.003, memory: 5822, loss_cls: 3.0041, loss: 3.0041, grad_norm: 3.1756 2020-10-24 16:36:49,284 - mmaction - INFO - Epoch [53][160/1712] lr: 1.000e-03, eta: 1 day, 2:40:37, time: 1.105, data_time: 0.003, memory: 5822, loss_cls: 3.0291, loss: 3.0291, grad_norm: 3.1412 2020-10-24 16:37:11,410 - mmaction - INFO - Epoch [53][180/1712] lr: 1.000e-03, eta: 1 day, 2:40:12, time: 1.098, data_time: 0.007, memory: 5822, loss_cls: 3.0489, loss: 3.0489, grad_norm: 3.2430 2020-10-24 16:37:33,715 - mmaction - INFO - Epoch [53][200/1712] lr: 1.000e-03, eta: 1 day, 2:39:48, time: 1.124, data_time: 0.016, memory: 5822, loss_cls: 3.0320, loss: 3.0320, grad_norm: 3.1550 2020-10-24 16:37:55,822 - mmaction - INFO - Epoch [53][220/1712] lr: 1.000e-03, eta: 1 day, 2:39:23, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 3.0581, loss: 3.0581, grad_norm: 3.1678 2020-10-24 16:38:17,519 - mmaction - INFO - Epoch [53][240/1712] lr: 1.000e-03, eta: 1 day, 2:38:58, time: 1.099, data_time: 0.017, memory: 5822, loss_cls: 3.0357, loss: 3.0357, grad_norm: 3.1163 2020-10-24 16:38:39,228 - mmaction - INFO - Epoch [53][260/1712] lr: 1.000e-03, eta: 1 day, 2:38:33, time: 1.083, data_time: 0.003, memory: 5822, loss_cls: 2.9909, loss: 2.9909, grad_norm: 3.1418 2020-10-24 16:39:01,105 - mmaction - INFO - Epoch [53][280/1712] lr: 1.000e-03, eta: 1 day, 2:38:08, time: 1.096, data_time: 0.005, memory: 5822, loss_cls: 3.0336, loss: 3.0336, grad_norm: 3.2358 2020-10-24 16:39:23,686 - mmaction - INFO - Epoch [53][300/1712] lr: 1.000e-03, eta: 1 day, 2:37:44, time: 1.126, data_time: 0.005, memory: 5822, loss_cls: 3.0375, loss: 3.0375, grad_norm: 3.1878 2020-10-24 16:39:45,383 - mmaction - INFO - Epoch [53][320/1712] lr: 1.000e-03, eta: 1 day, 2:37:19, time: 1.085, data_time: 0.005, memory: 5822, loss_cls: 3.0132, loss: 3.0132, grad_norm: 3.1759 2020-10-24 16:40:07,094 - mmaction - INFO - Epoch [53][340/1712] lr: 1.000e-03, eta: 1 day, 2:36:54, time: 1.084, data_time: 0.007, memory: 5822, loss_cls: 3.0204, loss: 3.0204, grad_norm: 3.2316 2020-10-24 16:40:28,952 - mmaction - INFO - Epoch [53][360/1712] lr: 1.000e-03, eta: 1 day, 2:36:29, time: 1.090, data_time: 0.007, memory: 5822, loss_cls: 3.0461, loss: 3.0461, grad_norm: 3.1023 2020-10-24 16:40:50,537 - mmaction - INFO - Epoch [53][380/1712] lr: 1.000e-03, eta: 1 day, 2:36:04, time: 1.086, data_time: 0.013, memory: 5822, loss_cls: 3.1084, loss: 3.1084, grad_norm: 3.2204 2020-10-24 16:41:12,598 - mmaction - INFO - Epoch [53][400/1712] lr: 1.000e-03, eta: 1 day, 2:35:39, time: 1.096, data_time: 0.001, memory: 5822, loss_cls: 3.0529, loss: 3.0529, grad_norm: 3.2186 2020-10-24 16:41:34,338 - mmaction - INFO - Epoch [53][420/1712] lr: 1.000e-03, eta: 1 day, 2:35:15, time: 1.090, data_time: 0.009, memory: 5822, loss_cls: 3.0229, loss: 3.0229, grad_norm: 3.1688 2020-10-24 16:41:56,817 - mmaction - INFO - Epoch [53][440/1712] lr: 1.000e-03, eta: 1 day, 2:34:50, time: 1.128, data_time: 0.008, memory: 5822, loss_cls: 3.0642, loss: 3.0642, grad_norm: 3.1953 2020-10-24 16:42:18,632 - mmaction - INFO - Epoch [53][460/1712] lr: 1.000e-03, eta: 1 day, 2:34:26, time: 1.091, data_time: 0.001, memory: 5822, loss_cls: 3.0013, loss: 3.0013, grad_norm: 3.1270 2020-10-24 16:42:40,763 - mmaction - INFO - Epoch [53][480/1712] lr: 1.000e-03, eta: 1 day, 2:34:01, time: 1.105, data_time: 0.002, memory: 5822, loss_cls: 3.0273, loss: 3.0273, grad_norm: 3.1007 2020-10-24 16:43:03,432 - mmaction - INFO - Epoch [53][500/1712] lr: 1.000e-03, eta: 1 day, 2:33:37, time: 1.129, data_time: 0.004, memory: 5822, loss_cls: 3.0041, loss: 3.0041, grad_norm: 3.2527 2020-10-24 16:43:25,636 - mmaction - INFO - Epoch [53][520/1712] lr: 1.000e-03, eta: 1 day, 2:33:12, time: 1.116, data_time: 0.009, memory: 5822, loss_cls: 3.0702, loss: 3.0702, grad_norm: 3.2116 2020-10-24 16:43:46,675 - mmaction - INFO - Epoch [53][540/1712] lr: 1.000e-03, eta: 1 day, 2:32:47, time: 1.048, data_time: 0.003, memory: 5822, loss_cls: 3.0219, loss: 3.0219, grad_norm: 3.2614 2020-10-24 16:44:08,978 - mmaction - INFO - Epoch [53][560/1712] lr: 1.000e-03, eta: 1 day, 2:32:22, time: 1.118, data_time: 0.006, memory: 5822, loss_cls: 3.0083, loss: 3.0083, grad_norm: 3.2498 2020-10-24 16:44:30,547 - mmaction - INFO - Epoch [53][580/1712] lr: 1.000e-03, eta: 1 day, 2:31:57, time: 1.063, data_time: 0.004, memory: 5822, loss_cls: 3.0697, loss: 3.0697, grad_norm: 3.2233 2020-10-24 16:44:52,944 - mmaction - INFO - Epoch [53][600/1712] lr: 1.000e-03, eta: 1 day, 2:31:33, time: 1.132, data_time: 0.020, memory: 5822, loss_cls: 3.0113, loss: 3.0113, grad_norm: 3.1814 2020-10-24 16:45:14,557 - mmaction - INFO - Epoch [53][620/1712] lr: 1.000e-03, eta: 1 day, 2:31:08, time: 1.083, data_time: 0.009, memory: 5822, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.2010 2020-10-24 16:45:36,606 - mmaction - INFO - Epoch [53][640/1712] lr: 1.000e-03, eta: 1 day, 2:30:43, time: 1.100, data_time: 0.008, memory: 5822, loss_cls: 3.0292, loss: 3.0292, grad_norm: 3.2159 2020-10-24 16:45:58,986 - mmaction - INFO - Epoch [53][660/1712] lr: 1.000e-03, eta: 1 day, 2:30:19, time: 1.124, data_time: 0.007, memory: 5822, loss_cls: 3.0298, loss: 3.0298, grad_norm: 3.1429 2020-10-24 16:46:20,500 - mmaction - INFO - Epoch [53][680/1712] lr: 1.000e-03, eta: 1 day, 2:29:54, time: 1.073, data_time: 0.003, memory: 5822, loss_cls: 3.0477, loss: 3.0477, grad_norm: 3.1856 2020-10-24 16:46:43,203 - mmaction - INFO - Epoch [53][700/1712] lr: 1.000e-03, eta: 1 day, 2:29:29, time: 1.125, data_time: 0.007, memory: 5822, loss_cls: 3.0600, loss: 3.0600, grad_norm: 3.2290 2020-10-24 16:47:05,577 - mmaction - INFO - Epoch [53][720/1712] lr: 1.000e-03, eta: 1 day, 2:29:05, time: 1.122, data_time: 0.016, memory: 5822, loss_cls: 2.9921, loss: 2.9921, grad_norm: 3.1792 2020-10-24 16:47:27,478 - mmaction - INFO - Epoch [53][740/1712] lr: 1.000e-03, eta: 1 day, 2:28:40, time: 1.091, data_time: 0.011, memory: 5822, loss_cls: 3.0121, loss: 3.0121, grad_norm: 3.2831 2020-10-24 16:47:49,251 - mmaction - INFO - Epoch [53][760/1712] lr: 1.000e-03, eta: 1 day, 2:28:16, time: 1.099, data_time: 0.016, memory: 5822, loss_cls: 3.0642, loss: 3.0642, grad_norm: 3.2485 2020-10-24 16:48:11,618 - mmaction - INFO - Epoch [53][780/1712] lr: 1.000e-03, eta: 1 day, 2:27:51, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 3.0095, loss: 3.0095, grad_norm: 3.1365 2020-10-24 16:48:32,832 - mmaction - INFO - Epoch [53][800/1712] lr: 1.000e-03, eta: 1 day, 2:27:26, time: 1.056, data_time: 0.004, memory: 5822, loss_cls: 3.0511, loss: 3.0511, grad_norm: 3.1901 2020-10-24 16:48:55,361 - mmaction - INFO - Epoch [53][820/1712] lr: 1.000e-03, eta: 1 day, 2:27:02, time: 1.126, data_time: 0.009, memory: 5822, loss_cls: 3.0687, loss: 3.0687, grad_norm: 3.2153 2020-10-24 16:49:16,846 - mmaction - INFO - Epoch [53][840/1712] lr: 1.000e-03, eta: 1 day, 2:26:36, time: 1.080, data_time: 0.007, memory: 5822, loss_cls: 3.0071, loss: 3.0071, grad_norm: 3.1513 2020-10-24 16:49:39,057 - mmaction - INFO - Epoch [53][860/1712] lr: 1.000e-03, eta: 1 day, 2:26:12, time: 1.109, data_time: 0.005, memory: 5822, loss_cls: 3.0522, loss: 3.0522, grad_norm: 3.3075 2020-10-24 16:50:00,379 - mmaction - INFO - Epoch [53][880/1712] lr: 1.000e-03, eta: 1 day, 2:25:47, time: 1.058, data_time: 0.004, memory: 5822, loss_cls: 3.0335, loss: 3.0335, grad_norm: 3.1676 2020-10-24 16:50:22,613 - mmaction - INFO - Epoch [53][900/1712] lr: 1.000e-03, eta: 1 day, 2:25:22, time: 1.115, data_time: 0.015, memory: 5822, loss_cls: 2.9720, loss: 2.9720, grad_norm: 3.1023 2020-10-24 16:50:44,471 - mmaction - INFO - Epoch [53][920/1712] lr: 1.000e-03, eta: 1 day, 2:24:57, time: 1.094, data_time: 0.010, memory: 5822, loss_cls: 3.0595, loss: 3.0595, grad_norm: 3.2427 2020-10-24 16:51:06,099 - mmaction - INFO - Epoch [53][940/1712] lr: 1.000e-03, eta: 1 day, 2:24:32, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 3.0623, loss: 3.0623, grad_norm: 3.2265 2020-10-24 16:51:27,746 - mmaction - INFO - Epoch [53][960/1712] lr: 1.000e-03, eta: 1 day, 2:24:07, time: 1.082, data_time: 0.001, memory: 5822, loss_cls: 2.9932, loss: 2.9932, grad_norm: 3.1495 2020-10-24 16:51:50,039 - mmaction - INFO - Epoch [53][980/1712] lr: 1.000e-03, eta: 1 day, 2:23:43, time: 1.108, data_time: 0.001, memory: 5822, loss_cls: 3.0941, loss: 3.0941, grad_norm: 3.2122 2020-10-24 16:52:11,756 - mmaction - INFO - Epoch [53][1000/1712] lr: 1.000e-03, eta: 1 day, 2:23:18, time: 1.088, data_time: 0.008, memory: 5822, loss_cls: 3.0448, loss: 3.0448, grad_norm: 3.2466 2020-10-24 16:52:33,634 - mmaction - INFO - Epoch [53][1020/1712] lr: 1.000e-03, eta: 1 day, 2:22:53, time: 1.089, data_time: 0.014, memory: 5822, loss_cls: 3.0666, loss: 3.0666, grad_norm: 3.2305 2020-10-24 16:52:55,512 - mmaction - INFO - Epoch [53][1040/1712] lr: 1.000e-03, eta: 1 day, 2:22:28, time: 1.089, data_time: 0.011, memory: 5822, loss_cls: 3.0236, loss: 3.0236, grad_norm: 3.2091 2020-10-24 16:53:17,654 - mmaction - INFO - Epoch [53][1060/1712] lr: 1.000e-03, eta: 1 day, 2:22:04, time: 1.116, data_time: 0.016, memory: 5822, loss_cls: 3.0725, loss: 3.0725, grad_norm: 3.2044 2020-10-24 16:53:38,904 - mmaction - INFO - Epoch [53][1080/1712] lr: 1.000e-03, eta: 1 day, 2:21:39, time: 1.066, data_time: 0.009, memory: 5822, loss_cls: 3.0463, loss: 3.0463, grad_norm: 3.2934 2020-10-24 16:54:00,873 - mmaction - INFO - Epoch [53][1100/1712] lr: 1.000e-03, eta: 1 day, 2:21:14, time: 1.095, data_time: 0.005, memory: 5822, loss_cls: 3.0492, loss: 3.0492, grad_norm: 3.1824 2020-10-24 16:54:22,981 - mmaction - INFO - Epoch [53][1120/1712] lr: 1.000e-03, eta: 1 day, 2:20:49, time: 1.105, data_time: 0.007, memory: 5822, loss_cls: 3.0546, loss: 3.0546, grad_norm: 3.2203 2020-10-24 16:54:44,887 - mmaction - INFO - Epoch [53][1140/1712] lr: 1.000e-03, eta: 1 day, 2:20:25, time: 1.098, data_time: 0.008, memory: 5822, loss_cls: 3.0190, loss: 3.0190, grad_norm: 3.1749 2020-10-24 16:55:06,225 - mmaction - INFO - Epoch [53][1160/1712] lr: 1.000e-03, eta: 1 day, 2:19:59, time: 1.068, data_time: 0.005, memory: 5822, loss_cls: 2.9494, loss: 2.9494, grad_norm: 3.1403 2020-10-24 16:55:28,112 - mmaction - INFO - Epoch [53][1180/1712] lr: 1.000e-03, eta: 1 day, 2:19:34, time: 1.089, data_time: 0.009, memory: 5822, loss_cls: 3.0577, loss: 3.0577, grad_norm: 3.1863 2020-10-24 16:55:50,196 - mmaction - INFO - Epoch [53][1200/1712] lr: 1.000e-03, eta: 1 day, 2:19:10, time: 1.105, data_time: 0.012, memory: 5822, loss_cls: 2.9992, loss: 2.9992, grad_norm: 3.1431 2020-10-24 16:56:11,563 - mmaction - INFO - Epoch [53][1220/1712] lr: 1.000e-03, eta: 1 day, 2:18:45, time: 1.071, data_time: 0.008, memory: 5822, loss_cls: 3.0324, loss: 3.0324, grad_norm: 3.1400 2020-10-24 16:56:33,409 - mmaction - INFO - Epoch [53][1240/1712] lr: 1.000e-03, eta: 1 day, 2:18:20, time: 1.091, data_time: 0.004, memory: 5822, loss_cls: 3.0354, loss: 3.0354, grad_norm: 3.1981 2020-10-24 16:56:55,428 - mmaction - INFO - Epoch [53][1260/1712] lr: 1.000e-03, eta: 1 day, 2:17:55, time: 1.106, data_time: 0.007, memory: 5822, loss_cls: 2.9929, loss: 2.9929, grad_norm: 3.1446 2020-10-24 16:57:17,321 - mmaction - INFO - Epoch [53][1280/1712] lr: 1.000e-03, eta: 1 day, 2:17:31, time: 1.090, data_time: 0.001, memory: 5822, loss_cls: 3.0942, loss: 3.0942, grad_norm: 3.2370 2020-10-24 16:57:39,338 - mmaction - INFO - Epoch [53][1300/1712] lr: 1.000e-03, eta: 1 day, 2:17:06, time: 1.102, data_time: 0.009, memory: 5822, loss_cls: 3.0174, loss: 3.0174, grad_norm: 3.1992 2020-10-24 16:58:01,267 - mmaction - INFO - Epoch [53][1320/1712] lr: 1.000e-03, eta: 1 day, 2:16:41, time: 1.099, data_time: 0.008, memory: 5822, loss_cls: 3.0342, loss: 3.0342, grad_norm: 3.1955 2020-10-24 16:58:23,035 - mmaction - INFO - Epoch [53][1340/1712] lr: 1.000e-03, eta: 1 day, 2:16:16, time: 1.076, data_time: 0.002, memory: 5822, loss_cls: 3.0203, loss: 3.0203, grad_norm: 3.2007 2020-10-24 16:58:45,331 - mmaction - INFO - Epoch [53][1360/1712] lr: 1.000e-03, eta: 1 day, 2:15:52, time: 1.128, data_time: 0.018, memory: 5822, loss_cls: 3.0743, loss: 3.0743, grad_norm: 3.2293 2020-10-24 16:59:07,048 - mmaction - INFO - Epoch [53][1380/1712] lr: 1.000e-03, eta: 1 day, 2:15:27, time: 1.085, data_time: 0.001, memory: 5822, loss_cls: 3.0679, loss: 3.0679, grad_norm: 3.2896 2020-10-24 16:59:28,824 - mmaction - INFO - Epoch [53][1400/1712] lr: 1.000e-03, eta: 1 day, 2:15:02, time: 1.084, data_time: 0.004, memory: 5822, loss_cls: 3.0675, loss: 3.0675, grad_norm: 3.1512 2020-10-24 16:59:50,986 - mmaction - INFO - Epoch [53][1420/1712] lr: 1.000e-03, eta: 1 day, 2:14:38, time: 1.105, data_time: 0.014, memory: 5822, loss_cls: 3.0067, loss: 3.0067, grad_norm: 3.2491 2020-10-24 17:00:13,176 - mmaction - INFO - Epoch [53][1440/1712] lr: 1.000e-03, eta: 1 day, 2:14:13, time: 1.116, data_time: 0.012, memory: 5822, loss_cls: 3.0277, loss: 3.0277, grad_norm: 3.2322 2020-10-24 17:00:35,319 - mmaction - INFO - Epoch [53][1460/1712] lr: 1.000e-03, eta: 1 day, 2:13:49, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 3.0204, loss: 3.0204, grad_norm: 3.1719 2020-10-24 17:00:57,297 - mmaction - INFO - Epoch [53][1480/1712] lr: 1.000e-03, eta: 1 day, 2:13:24, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 3.0458, loss: 3.0458, grad_norm: 3.2378 2020-10-24 17:01:19,658 - mmaction - INFO - Epoch [53][1500/1712] lr: 1.000e-03, eta: 1 day, 2:13:00, time: 1.123, data_time: 0.007, memory: 5822, loss_cls: 3.0693, loss: 3.0693, grad_norm: 3.2226 2020-10-24 17:01:40,908 - mmaction - INFO - Epoch [53][1520/1712] lr: 1.000e-03, eta: 1 day, 2:12:34, time: 1.056, data_time: 0.004, memory: 5822, loss_cls: 3.0601, loss: 3.0601, grad_norm: 3.2823 2020-10-24 17:02:03,330 - mmaction - INFO - Epoch [53][1540/1712] lr: 1.000e-03, eta: 1 day, 2:12:10, time: 1.127, data_time: 0.008, memory: 5822, loss_cls: 3.0495, loss: 3.0495, grad_norm: 3.2159 2020-10-24 17:02:25,747 - mmaction - INFO - Epoch [53][1560/1712] lr: 1.000e-03, eta: 1 day, 2:11:46, time: 1.114, data_time: 0.005, memory: 5822, loss_cls: 3.0596, loss: 3.0596, grad_norm: 3.1595 2020-10-24 17:02:47,499 - mmaction - INFO - Epoch [53][1580/1712] lr: 1.000e-03, eta: 1 day, 2:11:21, time: 1.093, data_time: 0.011, memory: 5822, loss_cls: 3.0215, loss: 3.0215, grad_norm: 3.2006 2020-10-24 17:03:10,165 - mmaction - INFO - Epoch [53][1600/1712] lr: 1.000e-03, eta: 1 day, 2:10:57, time: 1.136, data_time: 0.006, memory: 5822, loss_cls: 3.0950, loss: 3.0950, grad_norm: 3.2579 2020-10-24 17:03:31,685 - mmaction - INFO - Epoch [53][1620/1712] lr: 1.000e-03, eta: 1 day, 2:10:32, time: 1.067, data_time: 0.002, memory: 5822, loss_cls: 3.0950, loss: 3.0950, grad_norm: 3.1988 2020-10-24 17:03:53,953 - mmaction - INFO - Epoch [53][1640/1712] lr: 1.000e-03, eta: 1 day, 2:10:07, time: 1.117, data_time: 0.012, memory: 5822, loss_cls: 3.0350, loss: 3.0350, grad_norm: 3.2238 2020-10-24 17:04:16,230 - mmaction - INFO - Epoch [53][1660/1712] lr: 1.000e-03, eta: 1 day, 2:09:43, time: 1.118, data_time: 0.008, memory: 5822, loss_cls: 3.0549, loss: 3.0549, grad_norm: 3.2716 2020-10-24 17:04:38,201 - mmaction - INFO - Epoch [53][1680/1712] lr: 1.000e-03, eta: 1 day, 2:09:18, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.0181, loss: 3.0181, grad_norm: 3.2869 2020-10-24 17:05:00,576 - mmaction - INFO - Epoch [53][1700/1712] lr: 1.000e-03, eta: 1 day, 2:08:54, time: 1.128, data_time: 0.012, memory: 5822, loss_cls: 3.1016, loss: 3.1016, grad_norm: 3.2519 2020-10-24 17:05:59,574 - mmaction - INFO - Epoch [54][20/1712] lr: 1.000e-03, eta: 1 day, 2:08:23, time: 2.197, data_time: 1.230, memory: 5822, loss_cls: 3.0438, loss: 3.0438, grad_norm: 3.1846 2020-10-24 17:06:22,305 - mmaction - INFO - Epoch [54][40/1712] lr: 1.000e-03, eta: 1 day, 2:07:58, time: 1.133, data_time: 0.005, memory: 5822, loss_cls: 2.9728, loss: 2.9728, grad_norm: 3.1753 2020-10-24 17:06:44,166 - mmaction - INFO - Epoch [54][60/1712] lr: 1.000e-03, eta: 1 day, 2:07:34, time: 1.089, data_time: 0.008, memory: 5822, loss_cls: 3.0349, loss: 3.0349, grad_norm: 3.1617 2020-10-24 17:07:05,997 - mmaction - INFO - Epoch [54][80/1712] lr: 1.000e-03, eta: 1 day, 2:07:09, time: 1.099, data_time: 0.010, memory: 5822, loss_cls: 2.9822, loss: 2.9822, grad_norm: 3.1984 2020-10-24 17:07:27,777 - mmaction - INFO - Epoch [54][100/1712] lr: 1.000e-03, eta: 1 day, 2:06:44, time: 1.090, data_time: 0.007, memory: 5822, loss_cls: 2.9899, loss: 2.9899, grad_norm: 3.1771 2020-10-24 17:07:49,519 - mmaction - INFO - Epoch [54][120/1712] lr: 1.000e-03, eta: 1 day, 2:06:19, time: 1.084, data_time: 0.003, memory: 5822, loss_cls: 3.0593, loss: 3.0593, grad_norm: 3.2080 2020-10-24 17:08:11,298 - mmaction - INFO - Epoch [54][140/1712] lr: 1.000e-03, eta: 1 day, 2:05:54, time: 1.090, data_time: 0.007, memory: 5822, loss_cls: 3.0635, loss: 3.0635, grad_norm: 3.2493 2020-10-24 17:08:32,945 - mmaction - INFO - Epoch [54][160/1712] lr: 1.000e-03, eta: 1 day, 2:05:30, time: 1.084, data_time: 0.003, memory: 5822, loss_cls: 3.0289, loss: 3.0289, grad_norm: 3.1550 2020-10-24 17:08:54,912 - mmaction - INFO - Epoch [54][180/1712] lr: 1.000e-03, eta: 1 day, 2:05:05, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 3.0706, loss: 3.0706, grad_norm: 3.3000 2020-10-24 17:09:16,199 - mmaction - INFO - Epoch [54][200/1712] lr: 1.000e-03, eta: 1 day, 2:04:40, time: 1.072, data_time: 0.012, memory: 5822, loss_cls: 3.0138, loss: 3.0138, grad_norm: 3.2081 2020-10-24 17:09:37,996 - mmaction - INFO - Epoch [54][220/1712] lr: 1.000e-03, eta: 1 day, 2:04:15, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 3.0705, loss: 3.0705, grad_norm: 3.2365 2020-10-24 17:09:59,416 - mmaction - INFO - Epoch [54][240/1712] lr: 1.000e-03, eta: 1 day, 2:03:50, time: 1.068, data_time: 0.003, memory: 5822, loss_cls: 3.0132, loss: 3.0132, grad_norm: 3.1782 2020-10-24 17:10:21,034 - mmaction - INFO - Epoch [54][260/1712] lr: 1.000e-03, eta: 1 day, 2:03:25, time: 1.082, data_time: 0.007, memory: 5822, loss_cls: 3.0244, loss: 3.0244, grad_norm: 3.2064 2020-10-24 17:10:42,993 - mmaction - INFO - Epoch [54][280/1712] lr: 1.000e-03, eta: 1 day, 2:03:00, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 3.1089, loss: 3.1089, grad_norm: 3.3637 2020-10-24 17:11:04,873 - mmaction - INFO - Epoch [54][300/1712] lr: 1.000e-03, eta: 1 day, 2:02:35, time: 1.088, data_time: 0.007, memory: 5822, loss_cls: 3.0505, loss: 3.0505, grad_norm: 3.2451 2020-10-24 17:11:26,886 - mmaction - INFO - Epoch [54][320/1712] lr: 1.000e-03, eta: 1 day, 2:02:11, time: 1.107, data_time: 0.010, memory: 5822, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.2214 2020-10-24 17:11:48,182 - mmaction - INFO - Epoch [54][340/1712] lr: 1.000e-03, eta: 1 day, 2:01:45, time: 1.057, data_time: 0.002, memory: 5822, loss_cls: 3.0054, loss: 3.0054, grad_norm: 3.1617 2020-10-24 17:12:09,828 - mmaction - INFO - Epoch [54][360/1712] lr: 1.000e-03, eta: 1 day, 2:01:21, time: 1.088, data_time: 0.012, memory: 5822, loss_cls: 3.0228, loss: 3.0228, grad_norm: 3.1888 2020-10-24 17:12:31,186 - mmaction - INFO - Epoch [54][380/1712] lr: 1.000e-03, eta: 1 day, 2:00:55, time: 1.069, data_time: 0.004, memory: 5822, loss_cls: 3.0693, loss: 3.0693, grad_norm: 3.1984 2020-10-24 17:12:52,812 - mmaction - INFO - Epoch [54][400/1712] lr: 1.000e-03, eta: 1 day, 2:00:30, time: 1.080, data_time: 0.003, memory: 5822, loss_cls: 3.0205, loss: 3.0205, grad_norm: 3.1364 2020-10-24 17:13:14,513 - mmaction - INFO - Epoch [54][420/1712] lr: 1.000e-03, eta: 1 day, 2:00:06, time: 1.085, data_time: 0.007, memory: 5822, loss_cls: 2.9997, loss: 2.9997, grad_norm: 3.1625 2020-10-24 17:13:36,344 - mmaction - INFO - Epoch [54][440/1712] lr: 1.000e-03, eta: 1 day, 1:59:41, time: 1.093, data_time: 0.008, memory: 5822, loss_cls: 3.0438, loss: 3.0438, grad_norm: 3.2933 2020-10-24 17:13:58,322 - mmaction - INFO - Epoch [54][460/1712] lr: 1.000e-03, eta: 1 day, 1:59:16, time: 1.095, data_time: 0.008, memory: 5822, loss_cls: 3.0413, loss: 3.0413, grad_norm: 3.1491 2020-10-24 17:14:19,801 - mmaction - INFO - Epoch [54][480/1712] lr: 1.000e-03, eta: 1 day, 1:58:51, time: 1.079, data_time: 0.008, memory: 5822, loss_cls: 3.0310, loss: 3.0310, grad_norm: 3.2430 2020-10-24 17:14:41,129 - mmaction - INFO - Epoch [54][500/1712] lr: 1.000e-03, eta: 1 day, 1:58:26, time: 1.064, data_time: 0.007, memory: 5822, loss_cls: 3.0417, loss: 3.0417, grad_norm: 3.1724 2020-10-24 17:15:03,099 - mmaction - INFO - Epoch [54][520/1712] lr: 1.000e-03, eta: 1 day, 1:58:01, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 3.0803, loss: 3.0803, grad_norm: 3.2157 2020-10-24 17:15:25,048 - mmaction - INFO - Epoch [54][540/1712] lr: 1.000e-03, eta: 1 day, 1:57:37, time: 1.100, data_time: 0.008, memory: 5822, loss_cls: 3.0332, loss: 3.0332, grad_norm: 3.2266 2020-10-24 17:15:46,726 - mmaction - INFO - Epoch [54][560/1712] lr: 1.000e-03, eta: 1 day, 1:57:12, time: 1.082, data_time: 0.008, memory: 5822, loss_cls: 2.9955, loss: 2.9955, grad_norm: 3.1787 2020-10-24 17:16:08,174 - mmaction - INFO - Epoch [54][580/1712] lr: 1.000e-03, eta: 1 day, 1:56:47, time: 1.078, data_time: 0.013, memory: 5822, loss_cls: 3.0183, loss: 3.0183, grad_norm: 3.1857 2020-10-24 17:16:29,583 - mmaction - INFO - Epoch [54][600/1712] lr: 1.000e-03, eta: 1 day, 1:56:22, time: 1.072, data_time: 0.006, memory: 5822, loss_cls: 3.0708, loss: 3.0708, grad_norm: 3.2900 2020-10-24 17:16:51,431 - mmaction - INFO - Epoch [54][620/1712] lr: 1.000e-03, eta: 1 day, 1:55:57, time: 1.091, data_time: 0.004, memory: 5822, loss_cls: 3.0331, loss: 3.0331, grad_norm: 3.2693 2020-10-24 17:17:13,952 - mmaction - INFO - Epoch [54][640/1712] lr: 1.000e-03, eta: 1 day, 1:55:33, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 3.0684, loss: 3.0684, grad_norm: 3.2157 2020-10-24 17:17:36,161 - mmaction - INFO - Epoch [54][660/1712] lr: 1.000e-03, eta: 1 day, 1:55:08, time: 1.113, data_time: 0.010, memory: 5822, loss_cls: 3.0529, loss: 3.0529, grad_norm: 3.2954 2020-10-24 17:17:57,555 - mmaction - INFO - Epoch [54][680/1712] lr: 1.000e-03, eta: 1 day, 1:54:43, time: 1.074, data_time: 0.009, memory: 5822, loss_cls: 3.0751, loss: 3.0751, grad_norm: 3.2706 2020-10-24 17:18:19,344 - mmaction - INFO - Epoch [54][700/1712] lr: 1.000e-03, eta: 1 day, 1:54:18, time: 1.082, data_time: 0.003, memory: 5822, loss_cls: 3.0727, loss: 3.0727, grad_norm: 3.2676 2020-10-24 17:18:40,402 - mmaction - INFO - Epoch [54][720/1712] lr: 1.000e-03, eta: 1 day, 1:53:53, time: 1.060, data_time: 0.010, memory: 5822, loss_cls: 3.0021, loss: 3.0021, grad_norm: 3.1517 2020-10-24 17:19:02,253 - mmaction - INFO - Epoch [54][740/1712] lr: 1.000e-03, eta: 1 day, 1:53:28, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.0218, loss: 3.0218, grad_norm: 3.1823 2020-10-24 17:19:24,290 - mmaction - INFO - Epoch [54][760/1712] lr: 1.000e-03, eta: 1 day, 1:53:04, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 3.0483, loss: 3.0483, grad_norm: 3.2824 2020-10-24 17:19:46,536 - mmaction - INFO - Epoch [54][780/1712] lr: 1.000e-03, eta: 1 day, 1:52:39, time: 1.115, data_time: 0.010, memory: 5822, loss_cls: 3.0176, loss: 3.0176, grad_norm: 3.1913 2020-10-24 17:20:08,386 - mmaction - INFO - Epoch [54][800/1712] lr: 1.000e-03, eta: 1 day, 1:52:15, time: 1.090, data_time: 0.007, memory: 5822, loss_cls: 2.9978, loss: 2.9978, grad_norm: 3.2016 2020-10-24 17:20:30,472 - mmaction - INFO - Epoch [54][820/1712] lr: 1.000e-03, eta: 1 day, 1:51:50, time: 1.108, data_time: 0.011, memory: 5822, loss_cls: 3.0323, loss: 3.0323, grad_norm: 3.1874 2020-10-24 17:20:52,170 - mmaction - INFO - Epoch [54][840/1712] lr: 1.000e-03, eta: 1 day, 1:51:25, time: 1.083, data_time: 0.008, memory: 5822, loss_cls: 3.0090, loss: 3.0090, grad_norm: 3.2281 2020-10-24 17:21:13,539 - mmaction - INFO - Epoch [54][860/1712] lr: 1.000e-03, eta: 1 day, 1:51:00, time: 1.070, data_time: 0.007, memory: 5822, loss_cls: 3.0187, loss: 3.0187, grad_norm: 3.1429 2020-10-24 17:21:35,424 - mmaction - INFO - Epoch [54][880/1712] lr: 1.000e-03, eta: 1 day, 1:50:36, time: 1.095, data_time: 0.005, memory: 5822, loss_cls: 3.0044, loss: 3.0044, grad_norm: 3.1895 2020-10-24 17:21:57,289 - mmaction - INFO - Epoch [54][900/1712] lr: 1.000e-03, eta: 1 day, 1:50:11, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 3.0353, loss: 3.0353, grad_norm: 3.2135 2020-10-24 17:22:18,871 - mmaction - INFO - Epoch [54][920/1712] lr: 1.000e-03, eta: 1 day, 1:49:46, time: 1.079, data_time: 0.008, memory: 5822, loss_cls: 3.0551, loss: 3.0551, grad_norm: 3.2067 2020-10-24 17:22:40,175 - mmaction - INFO - Epoch [54][940/1712] lr: 1.000e-03, eta: 1 day, 1:49:21, time: 1.070, data_time: 0.009, memory: 5822, loss_cls: 3.0148, loss: 3.0148, grad_norm: 3.1774 2020-10-24 17:23:01,738 - mmaction - INFO - Epoch [54][960/1712] lr: 1.000e-03, eta: 1 day, 1:48:56, time: 1.074, data_time: 0.004, memory: 5822, loss_cls: 3.0341, loss: 3.0341, grad_norm: 3.2269 2020-10-24 17:23:23,478 - mmaction - INFO - Epoch [54][980/1712] lr: 1.000e-03, eta: 1 day, 1:48:31, time: 1.082, data_time: 0.007, memory: 5822, loss_cls: 3.0091, loss: 3.0091, grad_norm: 3.1744 2020-10-24 17:23:44,866 - mmaction - INFO - Epoch [54][1000/1712] lr: 1.000e-03, eta: 1 day, 1:48:06, time: 1.076, data_time: 0.011, memory: 5822, loss_cls: 3.0332, loss: 3.0332, grad_norm: 3.2720 2020-10-24 17:24:06,204 - mmaction - INFO - Epoch [54][1020/1712] lr: 1.000e-03, eta: 1 day, 1:47:41, time: 1.066, data_time: 0.004, memory: 5822, loss_cls: 3.0209, loss: 3.0209, grad_norm: 3.1395 2020-10-24 17:24:28,456 - mmaction - INFO - Epoch [54][1040/1712] lr: 1.000e-03, eta: 1 day, 1:47:16, time: 1.107, data_time: 0.005, memory: 5822, loss_cls: 3.0384, loss: 3.0384, grad_norm: 3.1646 2020-10-24 17:24:50,902 - mmaction - INFO - Epoch [54][1060/1712] lr: 1.000e-03, eta: 1 day, 1:46:52, time: 1.127, data_time: 0.012, memory: 5822, loss_cls: 3.0347, loss: 3.0347, grad_norm: 3.2509 2020-10-24 17:25:12,910 - mmaction - INFO - Epoch [54][1080/1712] lr: 1.000e-03, eta: 1 day, 1:46:28, time: 1.099, data_time: 0.005, memory: 5822, loss_cls: 3.0290, loss: 3.0290, grad_norm: 3.2773 2020-10-24 17:25:34,785 - mmaction - INFO - Epoch [54][1100/1712] lr: 1.000e-03, eta: 1 day, 1:46:03, time: 1.099, data_time: 0.009, memory: 5822, loss_cls: 3.0642, loss: 3.0642, grad_norm: 3.2375 2020-10-24 17:25:56,643 - mmaction - INFO - Epoch [54][1120/1712] lr: 1.000e-03, eta: 1 day, 1:45:38, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 3.0476, loss: 3.0476, grad_norm: 3.2279 2020-10-24 17:26:18,685 - mmaction - INFO - Epoch [54][1140/1712] lr: 1.000e-03, eta: 1 day, 1:45:14, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 3.0699, loss: 3.0699, grad_norm: 3.2610 2020-10-24 17:26:40,454 - mmaction - INFO - Epoch [54][1160/1712] lr: 1.000e-03, eta: 1 day, 1:44:49, time: 1.085, data_time: 0.001, memory: 5822, loss_cls: 2.9874, loss: 2.9874, grad_norm: 3.1617 2020-10-24 17:27:02,675 - mmaction - INFO - Epoch [54][1180/1712] lr: 1.000e-03, eta: 1 day, 1:44:25, time: 1.114, data_time: 0.006, memory: 5822, loss_cls: 3.0752, loss: 3.0752, grad_norm: 3.2930 2020-10-24 17:27:24,487 - mmaction - INFO - Epoch [54][1200/1712] lr: 1.000e-03, eta: 1 day, 1:44:00, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 2.9924, loss: 2.9924, grad_norm: 3.2120 2020-10-24 17:27:46,467 - mmaction - INFO - Epoch [54][1220/1712] lr: 1.000e-03, eta: 1 day, 1:43:35, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 2.9937, loss: 2.9937, grad_norm: 3.2212 2020-10-24 17:28:07,843 - mmaction - INFO - Epoch [54][1240/1712] lr: 1.000e-03, eta: 1 day, 1:43:10, time: 1.070, data_time: 0.004, memory: 5822, loss_cls: 3.0499, loss: 3.0499, grad_norm: 3.2569 2020-10-24 17:28:29,466 - mmaction - INFO - Epoch [54][1260/1712] lr: 1.000e-03, eta: 1 day, 1:42:45, time: 1.080, data_time: 0.002, memory: 5822, loss_cls: 3.0580, loss: 3.0580, grad_norm: 3.2884 2020-10-24 17:28:52,016 - mmaction - INFO - Epoch [54][1280/1712] lr: 1.000e-03, eta: 1 day, 1:42:21, time: 1.126, data_time: 0.004, memory: 5822, loss_cls: 3.0485, loss: 3.0485, grad_norm: 3.1736 2020-10-24 17:29:13,869 - mmaction - INFO - Epoch [54][1300/1712] lr: 1.000e-03, eta: 1 day, 1:41:56, time: 1.088, data_time: 0.004, memory: 5822, loss_cls: 3.0495, loss: 3.0495, grad_norm: 3.2769 2020-10-24 17:29:35,377 - mmaction - INFO - Epoch [54][1320/1712] lr: 1.000e-03, eta: 1 day, 1:41:31, time: 1.076, data_time: 0.014, memory: 5822, loss_cls: 3.0350, loss: 3.0350, grad_norm: 3.2708 2020-10-24 17:29:56,811 - mmaction - INFO - Epoch [54][1340/1712] lr: 1.000e-03, eta: 1 day, 1:41:06, time: 1.068, data_time: 0.007, memory: 5822, loss_cls: 3.0401, loss: 3.0401, grad_norm: 3.2428 2020-10-24 17:30:18,642 - mmaction - INFO - Epoch [54][1360/1712] lr: 1.000e-03, eta: 1 day, 1:40:42, time: 1.098, data_time: 0.010, memory: 5822, loss_cls: 3.0839, loss: 3.0839, grad_norm: 3.3271 2020-10-24 17:30:40,572 - mmaction - INFO - Epoch [54][1380/1712] lr: 1.000e-03, eta: 1 day, 1:40:17, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 3.0349, loss: 3.0349, grad_norm: 3.2816 2020-10-24 17:31:02,060 - mmaction - INFO - Epoch [54][1400/1712] lr: 1.000e-03, eta: 1 day, 1:39:52, time: 1.068, data_time: 0.009, memory: 5822, loss_cls: 3.0930, loss: 3.0930, grad_norm: 3.2638 2020-10-24 17:31:23,936 - mmaction - INFO - Epoch [54][1420/1712] lr: 1.000e-03, eta: 1 day, 1:39:28, time: 1.104, data_time: 0.016, memory: 5822, loss_cls: 3.0173, loss: 3.0173, grad_norm: 3.1705 2020-10-24 17:31:46,188 - mmaction - INFO - Epoch [54][1440/1712] lr: 1.000e-03, eta: 1 day, 1:39:03, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 3.0346, loss: 3.0346, grad_norm: 3.1468 2020-10-24 17:32:08,150 - mmaction - INFO - Epoch [54][1460/1712] lr: 1.000e-03, eta: 1 day, 1:38:39, time: 1.097, data_time: 0.006, memory: 5822, loss_cls: 3.0326, loss: 3.0326, grad_norm: 3.2502 2020-10-24 17:32:30,269 - mmaction - INFO - Epoch [54][1480/1712] lr: 1.000e-03, eta: 1 day, 1:38:14, time: 1.103, data_time: 0.008, memory: 5822, loss_cls: 3.0543, loss: 3.0543, grad_norm: 3.2875 2020-10-24 17:32:52,876 - mmaction - INFO - Epoch [54][1500/1712] lr: 1.000e-03, eta: 1 day, 1:37:50, time: 1.138, data_time: 0.013, memory: 5822, loss_cls: 3.0466, loss: 3.0466, grad_norm: 3.2544 2020-10-24 17:33:14,720 - mmaction - INFO - Epoch [54][1520/1712] lr: 1.000e-03, eta: 1 day, 1:37:25, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 3.0271, loss: 3.0271, grad_norm: 3.1388 2020-10-24 17:33:36,703 - mmaction - INFO - Epoch [54][1540/1712] lr: 1.000e-03, eta: 1 day, 1:37:01, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 2.9957, loss: 2.9957, grad_norm: 3.2094 2020-10-24 17:33:59,079 - mmaction - INFO - Epoch [54][1560/1712] lr: 1.000e-03, eta: 1 day, 1:36:37, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 3.0633, loss: 3.0633, grad_norm: 3.1911 2020-10-24 17:34:21,559 - mmaction - INFO - Epoch [54][1580/1712] lr: 1.000e-03, eta: 1 day, 1:36:12, time: 1.121, data_time: 0.004, memory: 5822, loss_cls: 3.0364, loss: 3.0364, grad_norm: 3.2512 2020-10-24 17:34:42,687 - mmaction - INFO - Epoch [54][1600/1712] lr: 1.000e-03, eta: 1 day, 1:35:47, time: 1.061, data_time: 0.008, memory: 5822, loss_cls: 3.0547, loss: 3.0547, grad_norm: 3.2521 2020-10-24 17:35:05,053 - mmaction - INFO - Epoch [54][1620/1712] lr: 1.000e-03, eta: 1 day, 1:35:23, time: 1.114, data_time: 0.003, memory: 5822, loss_cls: 2.9795, loss: 2.9795, grad_norm: 3.1245 2020-10-24 17:35:26,275 - mmaction - INFO - Epoch [54][1640/1712] lr: 1.000e-03, eta: 1 day, 1:34:58, time: 1.063, data_time: 0.011, memory: 5822, loss_cls: 3.0384, loss: 3.0384, grad_norm: 3.2027 2020-10-24 17:35:48,157 - mmaction - INFO - Epoch [54][1660/1712] lr: 1.000e-03, eta: 1 day, 1:34:33, time: 1.093, data_time: 0.009, memory: 5822, loss_cls: 3.0504, loss: 3.0504, grad_norm: 3.2121 2020-10-24 17:36:09,970 - mmaction - INFO - Epoch [54][1680/1712] lr: 1.000e-03, eta: 1 day, 1:34:09, time: 1.093, data_time: 0.007, memory: 5822, loss_cls: 3.0011, loss: 3.0011, grad_norm: 3.1512 2020-10-24 17:36:31,590 - mmaction - INFO - Epoch [54][1700/1712] lr: 1.000e-03, eta: 1 day, 1:33:44, time: 1.083, data_time: 0.007, memory: 5822, loss_cls: 3.0208, loss: 3.0208, grad_norm: 3.2387 2020-10-24 17:37:24,569 - mmaction - INFO - Epoch [55][20/1712] lr: 1.000e-03, eta: 1 day, 1:33:08, time: 1.972, data_time: 0.897, memory: 5822, loss_cls: 3.0343, loss: 3.0343, grad_norm: 3.3255 2020-10-24 17:37:47,606 - mmaction - INFO - Epoch [55][40/1712] lr: 1.000e-03, eta: 1 day, 1:32:45, time: 1.163, data_time: 0.042, memory: 5822, loss_cls: 2.9979, loss: 2.9979, grad_norm: 3.1867 2020-10-24 17:38:09,628 - mmaction - INFO - Epoch [55][60/1712] lr: 1.000e-03, eta: 1 day, 1:32:20, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 3.0358, loss: 3.0358, grad_norm: 3.2329 2020-10-24 17:38:32,502 - mmaction - INFO - Epoch [55][80/1712] lr: 1.000e-03, eta: 1 day, 1:31:56, time: 1.143, data_time: 0.003, memory: 5822, loss_cls: 3.0043, loss: 3.0043, grad_norm: 3.1768 2020-10-24 17:38:54,532 - mmaction - INFO - Epoch [55][100/1712] lr: 1.000e-03, eta: 1 day, 1:31:32, time: 1.104, data_time: 0.005, memory: 5822, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.1641 2020-10-24 17:39:16,347 - mmaction - INFO - Epoch [55][120/1712] lr: 1.000e-03, eta: 1 day, 1:31:07, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 3.0339, loss: 3.0339, grad_norm: 3.1543 2020-10-24 17:39:38,367 - mmaction - INFO - Epoch [55][140/1712] lr: 1.000e-03, eta: 1 day, 1:30:43, time: 1.101, data_time: 0.006, memory: 5822, loss_cls: 2.9563, loss: 2.9563, grad_norm: 3.1842 2020-10-24 17:40:00,169 - mmaction - INFO - Epoch [55][160/1712] lr: 1.000e-03, eta: 1 day, 1:30:18, time: 1.092, data_time: 0.008, memory: 5822, loss_cls: 2.9800, loss: 2.9800, grad_norm: 3.1242 2020-10-24 17:40:22,211 - mmaction - INFO - Epoch [55][180/1712] lr: 1.000e-03, eta: 1 day, 1:29:53, time: 1.100, data_time: 0.007, memory: 5822, loss_cls: 3.0660, loss: 3.0660, grad_norm: 3.2651 2020-10-24 17:40:44,206 - mmaction - INFO - Epoch [55][200/1712] lr: 1.000e-03, eta: 1 day, 1:29:29, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 3.0432, loss: 3.0432, grad_norm: 3.1882 2020-10-24 17:41:06,119 - mmaction - INFO - Epoch [55][220/1712] lr: 1.000e-03, eta: 1 day, 1:29:04, time: 1.093, data_time: 0.008, memory: 5822, loss_cls: 3.0394, loss: 3.0394, grad_norm: 3.2441 2020-10-24 17:41:28,294 - mmaction - INFO - Epoch [55][240/1712] lr: 1.000e-03, eta: 1 day, 1:28:40, time: 1.112, data_time: 0.009, memory: 5822, loss_cls: 3.0126, loss: 3.0126, grad_norm: 3.2147 2020-10-24 17:41:49,581 - mmaction - INFO - Epoch [55][260/1712] lr: 1.000e-03, eta: 1 day, 1:28:15, time: 1.065, data_time: 0.008, memory: 5822, loss_cls: 3.0082, loss: 3.0082, grad_norm: 3.2172 2020-10-24 17:42:11,020 - mmaction - INFO - Epoch [55][280/1712] lr: 1.000e-03, eta: 1 day, 1:27:50, time: 1.075, data_time: 0.005, memory: 5822, loss_cls: 3.0467, loss: 3.0467, grad_norm: 3.2418 2020-10-24 17:42:32,691 - mmaction - INFO - Epoch [55][300/1712] lr: 1.000e-03, eta: 1 day, 1:27:25, time: 1.082, data_time: 0.002, memory: 5822, loss_cls: 3.0574, loss: 3.0574, grad_norm: 3.2377 2020-10-24 17:42:55,077 - mmaction - INFO - Epoch [55][320/1712] lr: 1.000e-03, eta: 1 day, 1:27:01, time: 1.119, data_time: 0.005, memory: 5822, loss_cls: 3.0209, loss: 3.0209, grad_norm: 3.2722 2020-10-24 17:43:16,961 - mmaction - INFO - Epoch [55][340/1712] lr: 1.000e-03, eta: 1 day, 1:26:36, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 2.9951, loss: 2.9951, grad_norm: 3.2489 2020-10-24 17:43:38,846 - mmaction - INFO - Epoch [55][360/1712] lr: 1.000e-03, eta: 1 day, 1:26:11, time: 1.087, data_time: 0.001, memory: 5822, loss_cls: 3.0354, loss: 3.0354, grad_norm: 3.3126 2020-10-24 17:44:00,510 - mmaction - INFO - Epoch [55][380/1712] lr: 1.000e-03, eta: 1 day, 1:25:47, time: 1.086, data_time: 0.010, memory: 5822, loss_cls: 3.0077, loss: 3.0077, grad_norm: 3.1886 2020-10-24 17:44:22,115 - mmaction - INFO - Epoch [55][400/1712] lr: 1.000e-03, eta: 1 day, 1:25:22, time: 1.073, data_time: 0.006, memory: 5822, loss_cls: 3.1470, loss: 3.1470, grad_norm: 3.4046 2020-10-24 17:44:43,816 - mmaction - INFO - Epoch [55][420/1712] lr: 1.000e-03, eta: 1 day, 1:24:57, time: 1.097, data_time: 0.015, memory: 5822, loss_cls: 3.0470, loss: 3.0470, grad_norm: 3.2457 2020-10-24 17:45:05,340 - mmaction - INFO - Epoch [55][440/1712] lr: 1.000e-03, eta: 1 day, 1:24:32, time: 1.076, data_time: 0.007, memory: 5822, loss_cls: 3.0463, loss: 3.0463, grad_norm: 3.1861 2020-10-24 17:45:26,718 - mmaction - INFO - Epoch [55][460/1712] lr: 1.000e-03, eta: 1 day, 1:24:07, time: 1.069, data_time: 0.004, memory: 5822, loss_cls: 3.0149, loss: 3.0149, grad_norm: 3.3032 2020-10-24 17:45:48,401 - mmaction - INFO - Epoch [55][480/1712] lr: 1.000e-03, eta: 1 day, 1:23:42, time: 1.081, data_time: 0.004, memory: 5822, loss_cls: 3.0433, loss: 3.0433, grad_norm: 3.3047 2020-10-24 17:46:09,633 - mmaction - INFO - Epoch [55][500/1712] lr: 1.000e-03, eta: 1 day, 1:23:17, time: 1.058, data_time: 0.007, memory: 5822, loss_cls: 3.0243, loss: 3.0243, grad_norm: 3.2528 2020-10-24 17:46:31,852 - mmaction - INFO - Epoch [55][520/1712] lr: 1.000e-03, eta: 1 day, 1:22:53, time: 1.112, data_time: 0.013, memory: 5822, loss_cls: 3.0941, loss: 3.0941, grad_norm: 3.2851 2020-10-24 17:46:53,008 - mmaction - INFO - Epoch [55][540/1712] lr: 1.000e-03, eta: 1 day, 1:22:28, time: 1.062, data_time: 0.010, memory: 5822, loss_cls: 3.0451, loss: 3.0451, grad_norm: 3.2523 2020-10-24 17:47:15,475 - mmaction - INFO - Epoch [55][560/1712] lr: 1.000e-03, eta: 1 day, 1:22:04, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 2.9897, loss: 2.9897, grad_norm: 3.2008 2020-10-24 17:47:36,863 - mmaction - INFO - Epoch [55][580/1712] lr: 1.000e-03, eta: 1 day, 1:21:39, time: 1.068, data_time: 0.009, memory: 5822, loss_cls: 3.0255, loss: 3.0255, grad_norm: 3.2701 2020-10-24 17:47:58,917 - mmaction - INFO - Epoch [55][600/1712] lr: 1.000e-03, eta: 1 day, 1:21:14, time: 1.109, data_time: 0.012, memory: 5822, loss_cls: 2.9719, loss: 2.9719, grad_norm: 3.1859 2020-10-24 17:48:20,144 - mmaction - INFO - Epoch [55][620/1712] lr: 1.000e-03, eta: 1 day, 1:20:49, time: 1.064, data_time: 0.005, memory: 5822, loss_cls: 3.0125, loss: 3.0125, grad_norm: 3.2262 2020-10-24 17:48:42,472 - mmaction - INFO - Epoch [55][640/1712] lr: 1.000e-03, eta: 1 day, 1:20:25, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 3.0478, loss: 3.0478, grad_norm: 3.2221 2020-10-24 17:49:03,888 - mmaction - INFO - Epoch [55][660/1712] lr: 1.000e-03, eta: 1 day, 1:20:00, time: 1.081, data_time: 0.018, memory: 5822, loss_cls: 3.0292, loss: 3.0292, grad_norm: 3.2123 2020-10-24 17:49:25,976 - mmaction - INFO - Epoch [55][680/1712] lr: 1.000e-03, eta: 1 day, 1:19:35, time: 1.101, data_time: 0.007, memory: 5822, loss_cls: 3.0439, loss: 3.0439, grad_norm: 3.2412 2020-10-24 17:49:47,769 - mmaction - INFO - Epoch [55][700/1712] lr: 1.000e-03, eta: 1 day, 1:19:11, time: 1.091, data_time: 0.014, memory: 5822, loss_cls: 3.0887, loss: 3.0887, grad_norm: 3.2358 2020-10-24 17:50:09,408 - mmaction - INFO - Epoch [55][720/1712] lr: 1.000e-03, eta: 1 day, 1:18:46, time: 1.085, data_time: 0.012, memory: 5822, loss_cls: 3.0096, loss: 3.0096, grad_norm: 3.2880 2020-10-24 17:50:31,202 - mmaction - INFO - Epoch [55][740/1712] lr: 1.000e-03, eta: 1 day, 1:18:21, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 3.0936, loss: 3.0936, grad_norm: 3.2889 2020-10-24 17:50:53,505 - mmaction - INFO - Epoch [55][760/1712] lr: 1.000e-03, eta: 1 day, 1:17:57, time: 1.114, data_time: 0.008, memory: 5822, loss_cls: 3.0593, loss: 3.0593, grad_norm: 3.2729 2020-10-24 17:51:14,806 - mmaction - INFO - Epoch [55][780/1712] lr: 1.000e-03, eta: 1 day, 1:17:32, time: 1.071, data_time: 0.013, memory: 5822, loss_cls: 3.0664, loss: 3.0664, grad_norm: 3.1823 2020-10-24 17:51:36,869 - mmaction - INFO - Epoch [55][800/1712] lr: 1.000e-03, eta: 1 day, 1:17:08, time: 1.102, data_time: 0.005, memory: 5822, loss_cls: 3.0031, loss: 3.0031, grad_norm: 3.1529 2020-10-24 17:51:58,231 - mmaction - INFO - Epoch [55][820/1712] lr: 1.000e-03, eta: 1 day, 1:16:42, time: 1.068, data_time: 0.006, memory: 5822, loss_cls: 3.0396, loss: 3.0396, grad_norm: 3.1978 2020-10-24 17:52:20,210 - mmaction - INFO - Epoch [55][840/1712] lr: 1.000e-03, eta: 1 day, 1:16:18, time: 1.097, data_time: 0.006, memory: 5822, loss_cls: 2.9917, loss: 2.9917, grad_norm: 3.2509 2020-10-24 17:52:41,703 - mmaction - INFO - Epoch [55][860/1712] lr: 1.000e-03, eta: 1 day, 1:15:53, time: 1.075, data_time: 0.007, memory: 5822, loss_cls: 3.0416, loss: 3.0416, grad_norm: 3.2625 2020-10-24 17:53:03,412 - mmaction - INFO - Epoch [55][880/1712] lr: 1.000e-03, eta: 1 day, 1:15:28, time: 1.089, data_time: 0.007, memory: 5822, loss_cls: 2.9677, loss: 2.9677, grad_norm: 3.1663 2020-10-24 17:53:25,334 - mmaction - INFO - Epoch [55][900/1712] lr: 1.000e-03, eta: 1 day, 1:15:04, time: 1.095, data_time: 0.011, memory: 5822, loss_cls: 3.1134, loss: 3.1134, grad_norm: 3.3155 2020-10-24 17:53:47,201 - mmaction - INFO - Epoch [55][920/1712] lr: 1.000e-03, eta: 1 day, 1:14:39, time: 1.089, data_time: 0.006, memory: 5822, loss_cls: 3.0021, loss: 3.0021, grad_norm: 3.1134 2020-10-24 17:54:08,498 - mmaction - INFO - Epoch [55][940/1712] lr: 1.000e-03, eta: 1 day, 1:14:14, time: 1.070, data_time: 0.010, memory: 5822, loss_cls: 2.9513, loss: 2.9513, grad_norm: 3.1712 2020-10-24 17:54:30,332 - mmaction - INFO - Epoch [55][960/1712] lr: 1.000e-03, eta: 1 day, 1:13:49, time: 1.080, data_time: 0.007, memory: 5822, loss_cls: 3.0208, loss: 3.0208, grad_norm: 3.1858 2020-10-24 17:54:52,279 - mmaction - INFO - Epoch [55][980/1712] lr: 1.000e-03, eta: 1 day, 1:13:25, time: 1.111, data_time: 0.017, memory: 5822, loss_cls: 2.9777, loss: 2.9777, grad_norm: 3.1727 2020-10-24 17:55:14,152 - mmaction - INFO - Epoch [55][1000/1712] lr: 1.000e-03, eta: 1 day, 1:13:00, time: 1.092, data_time: 0.002, memory: 5822, loss_cls: 3.0153, loss: 3.0153, grad_norm: 3.2231 2020-10-24 17:55:36,027 - mmaction - INFO - Epoch [55][1020/1712] lr: 1.000e-03, eta: 1 day, 1:12:36, time: 1.095, data_time: 0.003, memory: 5822, loss_cls: 3.0593, loss: 3.0593, grad_norm: 3.1958 2020-10-24 17:55:58,368 - mmaction - INFO - Epoch [55][1040/1712] lr: 1.000e-03, eta: 1 day, 1:12:12, time: 1.113, data_time: 0.001, memory: 5822, loss_cls: 3.0402, loss: 3.0402, grad_norm: 3.2261 2020-10-24 17:56:20,277 - mmaction - INFO - Epoch [55][1060/1712] lr: 1.000e-03, eta: 1 day, 1:11:47, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 2.9990, loss: 2.9990, grad_norm: 3.2169 2020-10-24 17:56:41,655 - mmaction - INFO - Epoch [55][1080/1712] lr: 1.000e-03, eta: 1 day, 1:11:22, time: 1.066, data_time: 0.004, memory: 5822, loss_cls: 3.0722, loss: 3.0722, grad_norm: 3.2729 2020-10-24 17:57:03,362 - mmaction - INFO - Epoch [55][1100/1712] lr: 1.000e-03, eta: 1 day, 1:10:57, time: 1.085, data_time: 0.005, memory: 5822, loss_cls: 3.0118, loss: 3.0118, grad_norm: 3.2247 2020-10-24 17:57:25,779 - mmaction - INFO - Epoch [55][1120/1712] lr: 1.000e-03, eta: 1 day, 1:10:33, time: 1.111, data_time: 0.006, memory: 5822, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.2925 2020-10-24 17:57:47,396 - mmaction - INFO - Epoch [55][1140/1712] lr: 1.000e-03, eta: 1 day, 1:10:08, time: 1.082, data_time: 0.015, memory: 5822, loss_cls: 3.0416, loss: 3.0416, grad_norm: 3.2475 2020-10-24 17:58:08,756 - mmaction - INFO - Epoch [55][1160/1712] lr: 1.000e-03, eta: 1 day, 1:09:44, time: 1.078, data_time: 0.016, memory: 5822, loss_cls: 3.0464, loss: 3.0464, grad_norm: 3.1861 2020-10-24 17:58:30,604 - mmaction - INFO - Epoch [55][1180/1712] lr: 1.000e-03, eta: 1 day, 1:09:19, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 3.0358, loss: 3.0358, grad_norm: 3.2283 2020-10-24 17:58:52,384 - mmaction - INFO - Epoch [55][1200/1712] lr: 1.000e-03, eta: 1 day, 1:08:54, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 3.0463, loss: 3.0463, grad_norm: 3.3273 2020-10-24 17:59:14,404 - mmaction - INFO - Epoch [55][1220/1712] lr: 1.000e-03, eta: 1 day, 1:08:30, time: 1.102, data_time: 0.004, memory: 5822, loss_cls: 3.0793, loss: 3.0793, grad_norm: 3.3125 2020-10-24 17:59:35,940 - mmaction - INFO - Epoch [55][1240/1712] lr: 1.000e-03, eta: 1 day, 1:08:05, time: 1.074, data_time: 0.001, memory: 5822, loss_cls: 2.9998, loss: 2.9998, grad_norm: 3.1548 2020-10-24 17:59:58,049 - mmaction - INFO - Epoch [55][1260/1712] lr: 1.000e-03, eta: 1 day, 1:07:41, time: 1.105, data_time: 0.005, memory: 5822, loss_cls: 3.0576, loss: 3.0576, grad_norm: 3.2780 2020-10-24 18:00:19,306 - mmaction - INFO - Epoch [55][1280/1712] lr: 1.000e-03, eta: 1 day, 1:07:16, time: 1.063, data_time: 0.005, memory: 5822, loss_cls: 3.0119, loss: 3.0119, grad_norm: 3.2907 2020-10-24 18:00:41,898 - mmaction - INFO - Epoch [55][1300/1712] lr: 1.000e-03, eta: 1 day, 1:06:52, time: 1.128, data_time: 0.006, memory: 5822, loss_cls: 3.0255, loss: 3.0255, grad_norm: 3.1844 2020-10-24 18:01:03,786 - mmaction - INFO - Epoch [55][1320/1712] lr: 1.000e-03, eta: 1 day, 1:06:27, time: 1.092, data_time: 0.007, memory: 5822, loss_cls: 2.9800, loss: 2.9800, grad_norm: 3.2532 2020-10-24 18:01:26,237 - mmaction - INFO - Epoch [55][1340/1712] lr: 1.000e-03, eta: 1 day, 1:06:03, time: 1.129, data_time: 0.010, memory: 5822, loss_cls: 3.0345, loss: 3.0345, grad_norm: 3.2399 2020-10-24 18:01:47,452 - mmaction - INFO - Epoch [55][1360/1712] lr: 1.000e-03, eta: 1 day, 1:05:38, time: 1.056, data_time: 0.002, memory: 5822, loss_cls: 3.0341, loss: 3.0341, grad_norm: 3.2674 2020-10-24 18:02:09,609 - mmaction - INFO - Epoch [55][1380/1712] lr: 1.000e-03, eta: 1 day, 1:05:13, time: 1.109, data_time: 0.008, memory: 5822, loss_cls: 3.0619, loss: 3.0619, grad_norm: 3.2302 2020-10-24 18:02:31,217 - mmaction - INFO - Epoch [55][1400/1712] lr: 1.000e-03, eta: 1 day, 1:04:49, time: 1.078, data_time: 0.007, memory: 5822, loss_cls: 3.0450, loss: 3.0450, grad_norm: 3.2161 2020-10-24 18:02:52,415 - mmaction - INFO - Epoch [55][1420/1712] lr: 1.000e-03, eta: 1 day, 1:04:24, time: 1.064, data_time: 0.009, memory: 5822, loss_cls: 3.0184, loss: 3.0184, grad_norm: 3.1511 2020-10-24 18:03:14,350 - mmaction - INFO - Epoch [55][1440/1712] lr: 1.000e-03, eta: 1 day, 1:03:59, time: 1.089, data_time: 0.003, memory: 5822, loss_cls: 3.0507, loss: 3.0507, grad_norm: 3.2304 2020-10-24 18:03:36,057 - mmaction - INFO - Epoch [55][1460/1712] lr: 1.000e-03, eta: 1 day, 1:03:34, time: 1.091, data_time: 0.012, memory: 5822, loss_cls: 3.0673, loss: 3.0673, grad_norm: 3.3111 2020-10-24 18:03:58,191 - mmaction - INFO - Epoch [55][1480/1712] lr: 1.000e-03, eta: 1 day, 1:03:10, time: 1.105, data_time: 0.006, memory: 5822, loss_cls: 3.0543, loss: 3.0543, grad_norm: 3.2809 2020-10-24 18:04:19,434 - mmaction - INFO - Epoch [55][1500/1712] lr: 1.000e-03, eta: 1 day, 1:02:45, time: 1.068, data_time: 0.011, memory: 5822, loss_cls: 3.0109, loss: 3.0109, grad_norm: 3.2404 2020-10-24 18:04:41,159 - mmaction - INFO - Epoch [55][1520/1712] lr: 1.000e-03, eta: 1 day, 1:02:20, time: 1.080, data_time: 0.004, memory: 5822, loss_cls: 3.0299, loss: 3.0299, grad_norm: 3.2140 2020-10-24 18:05:02,895 - mmaction - INFO - Epoch [55][1540/1712] lr: 1.000e-03, eta: 1 day, 1:01:55, time: 1.079, data_time: 0.011, memory: 5822, loss_cls: 3.0354, loss: 3.0354, grad_norm: 3.1767 2020-10-24 18:05:24,507 - mmaction - INFO - Epoch [55][1560/1712] lr: 1.000e-03, eta: 1 day, 1:01:31, time: 1.088, data_time: 0.016, memory: 5822, loss_cls: 3.0712, loss: 3.0712, grad_norm: 3.2519 2020-10-24 18:05:46,658 - mmaction - INFO - Epoch [55][1580/1712] lr: 1.000e-03, eta: 1 day, 1:01:07, time: 1.111, data_time: 0.010, memory: 5822, loss_cls: 3.0106, loss: 3.0106, grad_norm: 3.2693 2020-10-24 18:06:08,246 - mmaction - INFO - Epoch [55][1600/1712] lr: 1.000e-03, eta: 1 day, 1:00:42, time: 1.073, data_time: 0.004, memory: 5822, loss_cls: 3.0176, loss: 3.0176, grad_norm: 3.1588 2020-10-24 18:06:30,507 - mmaction - INFO - Epoch [55][1620/1712] lr: 1.000e-03, eta: 1 day, 1:00:17, time: 1.111, data_time: 0.009, memory: 5822, loss_cls: 3.0749, loss: 3.0749, grad_norm: 3.2763 2020-10-24 18:06:52,358 - mmaction - INFO - Epoch [55][1640/1712] lr: 1.000e-03, eta: 1 day, 0:59:53, time: 1.099, data_time: 0.012, memory: 5822, loss_cls: 3.0218, loss: 3.0218, grad_norm: 3.2135 2020-10-24 18:07:13,544 - mmaction - INFO - Epoch [55][1660/1712] lr: 1.000e-03, eta: 1 day, 0:59:28, time: 1.055, data_time: 0.005, memory: 5822, loss_cls: 3.0582, loss: 3.0582, grad_norm: 3.2580 2020-10-24 18:07:35,341 - mmaction - INFO - Epoch [55][1680/1712] lr: 1.000e-03, eta: 1 day, 0:59:03, time: 1.095, data_time: 0.009, memory: 5822, loss_cls: 3.0430, loss: 3.0430, grad_norm: 3.2382 2020-10-24 18:07:57,435 - mmaction - INFO - Epoch [55][1700/1712] lr: 1.000e-03, eta: 1 day, 0:58:39, time: 1.107, data_time: 0.005, memory: 5822, loss_cls: 3.0152, loss: 3.0152, grad_norm: 3.2129 2020-10-24 18:08:25,191 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-10-24 18:11:58,638 - mmaction - INFO - Epoch [56][20/1712] lr: 1.000e-03, eta: 1 day, 0:57:58, time: 1.660, data_time: 1.071, memory: 5822, loss_cls: 2.9987, loss: 2.9987, grad_norm: 3.1918 2020-10-24 18:12:20,700 - mmaction - INFO - Epoch [56][40/1712] lr: 1.000e-03, eta: 1 day, 0:57:34, time: 1.094, data_time: 0.495, memory: 5822, loss_cls: 3.0194, loss: 3.0194, grad_norm: 3.2410 2020-10-24 18:12:42,669 - mmaction - INFO - Epoch [56][60/1712] lr: 1.000e-03, eta: 1 day, 0:57:09, time: 1.102, data_time: 0.464, memory: 5822, loss_cls: 3.0532, loss: 3.0532, grad_norm: 3.2788 2020-10-24 18:13:05,170 - mmaction - INFO - Epoch [56][80/1712] lr: 1.000e-03, eta: 1 day, 0:56:45, time: 1.129, data_time: 0.494, memory: 5822, loss_cls: 2.9815, loss: 2.9815, grad_norm: 3.1828 2020-10-24 18:13:27,210 - mmaction - INFO - Epoch [56][100/1712] lr: 1.000e-03, eta: 1 day, 0:56:21, time: 1.101, data_time: 0.488, memory: 5822, loss_cls: 3.0369, loss: 3.0369, grad_norm: 3.2416 2020-10-24 18:13:49,104 - mmaction - INFO - Epoch [56][120/1712] lr: 1.000e-03, eta: 1 day, 0:55:56, time: 1.092, data_time: 0.469, memory: 5822, loss_cls: 3.0165, loss: 3.0165, grad_norm: 3.2580 2020-10-24 18:14:11,509 - mmaction - INFO - Epoch [56][140/1712] lr: 1.000e-03, eta: 1 day, 0:55:32, time: 1.125, data_time: 0.514, memory: 5822, loss_cls: 3.0197, loss: 3.0197, grad_norm: 3.2120 2020-10-24 18:14:33,028 - mmaction - INFO - Epoch [56][160/1712] lr: 1.000e-03, eta: 1 day, 0:55:07, time: 1.070, data_time: 0.458, memory: 5822, loss_cls: 3.0000, loss: 3.0000, grad_norm: 3.1773 2020-10-24 18:14:54,889 - mmaction - INFO - Epoch [56][180/1712] lr: 1.000e-03, eta: 1 day, 0:54:43, time: 1.096, data_time: 0.492, memory: 5822, loss_cls: 3.0352, loss: 3.0352, grad_norm: 3.1973 2020-10-24 18:15:16,809 - mmaction - INFO - Epoch [56][200/1712] lr: 1.000e-03, eta: 1 day, 0:54:18, time: 1.097, data_time: 0.466, memory: 5822, loss_cls: 3.0258, loss: 3.0258, grad_norm: 3.1358 2020-10-24 18:15:38,536 - mmaction - INFO - Epoch [56][220/1712] lr: 1.000e-03, eta: 1 day, 0:53:54, time: 1.082, data_time: 0.490, memory: 5822, loss_cls: 2.9874, loss: 2.9874, grad_norm: 3.2254 2020-10-24 18:16:00,176 - mmaction - INFO - Epoch [56][240/1712] lr: 1.000e-03, eta: 1 day, 0:53:29, time: 1.086, data_time: 0.478, memory: 5822, loss_cls: 2.9617, loss: 2.9617, grad_norm: 3.1944 2020-10-24 18:16:22,250 - mmaction - INFO - Epoch [56][260/1712] lr: 1.000e-03, eta: 1 day, 0:53:05, time: 1.099, data_time: 0.467, memory: 5822, loss_cls: 3.0401, loss: 3.0401, grad_norm: 3.2506 2020-10-24 18:16:43,958 - mmaction - INFO - Epoch [56][280/1712] lr: 1.000e-03, eta: 1 day, 0:52:40, time: 1.092, data_time: 0.464, memory: 5822, loss_cls: 3.0143, loss: 3.0143, grad_norm: 3.2223 2020-10-24 18:17:05,813 - mmaction - INFO - Epoch [56][300/1712] lr: 1.000e-03, eta: 1 day, 0:52:16, time: 1.090, data_time: 0.456, memory: 5822, loss_cls: 3.0648, loss: 3.0648, grad_norm: 3.2871 2020-10-24 18:17:28,104 - mmaction - INFO - Epoch [56][320/1712] lr: 1.000e-03, eta: 1 day, 0:51:51, time: 1.118, data_time: 0.498, memory: 5822, loss_cls: 3.0930, loss: 3.0930, grad_norm: 3.3049 2020-10-24 18:17:49,965 - mmaction - INFO - Epoch [56][340/1712] lr: 1.000e-03, eta: 1 day, 0:51:27, time: 1.088, data_time: 0.482, memory: 5822, loss_cls: 3.0688, loss: 3.0688, grad_norm: 3.2596 2020-10-24 18:18:11,938 - mmaction - INFO - Epoch [56][360/1712] lr: 1.000e-03, eta: 1 day, 0:51:02, time: 1.101, data_time: 0.491, memory: 5822, loss_cls: 3.0315, loss: 3.0315, grad_norm: 3.1943 2020-10-24 18:18:33,192 - mmaction - INFO - Epoch [56][380/1712] lr: 1.000e-03, eta: 1 day, 0:50:37, time: 1.062, data_time: 0.472, memory: 5822, loss_cls: 3.0368, loss: 3.0368, grad_norm: 3.2204 2020-10-24 18:18:55,862 - mmaction - INFO - Epoch [56][400/1712] lr: 1.000e-03, eta: 1 day, 0:50:13, time: 1.133, data_time: 0.486, memory: 5822, loss_cls: 2.9925, loss: 2.9925, grad_norm: 3.2033 2020-10-24 18:19:17,905 - mmaction - INFO - Epoch [56][420/1712] lr: 1.000e-03, eta: 1 day, 0:49:49, time: 1.096, data_time: 0.471, memory: 5822, loss_cls: 3.0889, loss: 3.0889, grad_norm: 3.3215 2020-10-24 18:19:40,254 - mmaction - INFO - Epoch [56][440/1712] lr: 1.000e-03, eta: 1 day, 0:49:25, time: 1.126, data_time: 0.480, memory: 5822, loss_cls: 3.0292, loss: 3.0292, grad_norm: 3.2640 2020-10-24 18:20:01,931 - mmaction - INFO - Epoch [56][460/1712] lr: 1.000e-03, eta: 1 day, 0:49:00, time: 1.084, data_time: 0.445, memory: 5822, loss_cls: 3.0864, loss: 3.0864, grad_norm: 3.2855 2020-10-24 18:20:23,525 - mmaction - INFO - Epoch [56][480/1712] lr: 1.000e-03, eta: 1 day, 0:48:36, time: 1.076, data_time: 0.474, memory: 5822, loss_cls: 3.0076, loss: 3.0076, grad_norm: 3.2465 2020-10-24 18:20:45,480 - mmaction - INFO - Epoch [56][500/1712] lr: 1.000e-03, eta: 1 day, 0:48:11, time: 1.091, data_time: 0.481, memory: 5822, loss_cls: 3.0345, loss: 3.0345, grad_norm: 3.2780 2020-10-24 18:21:07,058 - mmaction - INFO - Epoch [56][520/1712] lr: 1.000e-03, eta: 1 day, 0:47:46, time: 1.089, data_time: 0.468, memory: 5822, loss_cls: 3.0714, loss: 3.0714, grad_norm: 3.2606 2020-10-24 18:21:29,372 - mmaction - INFO - Epoch [56][540/1712] lr: 1.000e-03, eta: 1 day, 0:47:22, time: 1.114, data_time: 0.470, memory: 5822, loss_cls: 3.0467, loss: 3.0467, grad_norm: 3.2823 2020-10-24 18:21:51,151 - mmaction - INFO - Epoch [56][560/1712] lr: 1.000e-03, eta: 1 day, 0:46:58, time: 1.086, data_time: 0.453, memory: 5822, loss_cls: 3.0084, loss: 3.0084, grad_norm: 3.2541 2020-10-24 18:22:13,463 - mmaction - INFO - Epoch [56][580/1712] lr: 1.000e-03, eta: 1 day, 0:46:33, time: 1.117, data_time: 0.497, memory: 5822, loss_cls: 3.0266, loss: 3.0266, grad_norm: 3.2924 2020-10-24 18:22:35,661 - mmaction - INFO - Epoch [56][600/1712] lr: 1.000e-03, eta: 1 day, 0:46:09, time: 1.111, data_time: 0.490, memory: 5822, loss_cls: 3.0730, loss: 3.0730, grad_norm: 3.3429 2020-10-24 18:22:57,356 - mmaction - INFO - Epoch [56][620/1712] lr: 1.000e-03, eta: 1 day, 0:45:45, time: 1.087, data_time: 0.472, memory: 5822, loss_cls: 3.0356, loss: 3.0356, grad_norm: 3.2891 2020-10-24 18:23:19,699 - mmaction - INFO - Epoch [56][640/1712] lr: 1.000e-03, eta: 1 day, 0:45:21, time: 1.118, data_time: 0.508, memory: 5822, loss_cls: 3.0586, loss: 3.0586, grad_norm: 3.2835 2020-10-24 18:23:41,533 - mmaction - INFO - Epoch [56][660/1712] lr: 1.000e-03, eta: 1 day, 0:44:56, time: 1.085, data_time: 0.460, memory: 5822, loss_cls: 3.0530, loss: 3.0530, grad_norm: 3.2647 2020-10-24 18:24:03,340 - mmaction - INFO - Epoch [56][680/1712] lr: 1.000e-03, eta: 1 day, 0:44:31, time: 1.091, data_time: 0.476, memory: 5822, loss_cls: 3.0049, loss: 3.0049, grad_norm: 3.2173 2020-10-24 18:24:25,220 - mmaction - INFO - Epoch [56][700/1712] lr: 1.000e-03, eta: 1 day, 0:44:07, time: 1.099, data_time: 0.440, memory: 5822, loss_cls: 3.0146, loss: 3.0146, grad_norm: 3.1982 2020-10-24 18:24:48,000 - mmaction - INFO - Epoch [56][720/1712] lr: 1.000e-03, eta: 1 day, 0:43:43, time: 1.129, data_time: 0.479, memory: 5822, loss_cls: 2.9783, loss: 2.9783, grad_norm: 3.2173 2020-10-24 18:25:09,913 - mmaction - INFO - Epoch [56][740/1712] lr: 1.000e-03, eta: 1 day, 0:43:19, time: 1.098, data_time: 0.484, memory: 5822, loss_cls: 3.0006, loss: 3.0006, grad_norm: 3.2287 2020-10-24 18:25:31,592 - mmaction - INFO - Epoch [56][760/1712] lr: 1.000e-03, eta: 1 day, 0:42:54, time: 1.091, data_time: 0.451, memory: 5822, loss_cls: 3.0002, loss: 3.0002, grad_norm: 3.2157 2020-10-24 18:25:53,416 - mmaction - INFO - Epoch [56][780/1712] lr: 1.000e-03, eta: 1 day, 0:42:29, time: 1.089, data_time: 0.458, memory: 5822, loss_cls: 2.9941, loss: 2.9941, grad_norm: 3.2352 2020-10-24 18:26:15,498 - mmaction - INFO - Epoch [56][800/1712] lr: 1.000e-03, eta: 1 day, 0:42:05, time: 1.097, data_time: 0.488, memory: 5822, loss_cls: 3.0485, loss: 3.0485, grad_norm: 3.2950 2020-10-24 18:26:37,564 - mmaction - INFO - Epoch [56][820/1712] lr: 1.000e-03, eta: 1 day, 0:41:41, time: 1.113, data_time: 0.489, memory: 5822, loss_cls: 3.0420, loss: 3.0420, grad_norm: 3.2810 2020-10-24 18:26:59,159 - mmaction - INFO - Epoch [56][840/1712] lr: 1.000e-03, eta: 1 day, 0:41:16, time: 1.078, data_time: 0.440, memory: 5822, loss_cls: 3.0737, loss: 3.0737, grad_norm: 3.2288 2020-10-24 18:27:20,949 - mmaction - INFO - Epoch [56][860/1712] lr: 1.000e-03, eta: 1 day, 0:40:51, time: 1.089, data_time: 0.478, memory: 5822, loss_cls: 3.0452, loss: 3.0452, grad_norm: 3.3141 2020-10-24 18:27:43,495 - mmaction - INFO - Epoch [56][880/1712] lr: 1.000e-03, eta: 1 day, 0:40:28, time: 1.130, data_time: 0.466, memory: 5822, loss_cls: 3.0182, loss: 3.0182, grad_norm: 3.1744 2020-10-24 18:28:05,610 - mmaction - INFO - Epoch [56][900/1712] lr: 1.000e-03, eta: 1 day, 0:40:03, time: 1.104, data_time: 0.465, memory: 5822, loss_cls: 3.0413, loss: 3.0413, grad_norm: 3.3179 2020-10-24 18:28:27,405 - mmaction - INFO - Epoch [56][920/1712] lr: 1.000e-03, eta: 1 day, 0:39:39, time: 1.079, data_time: 0.510, memory: 5822, loss_cls: 2.9767, loss: 2.9767, grad_norm: 3.1927 2020-10-24 18:28:49,373 - mmaction - INFO - Epoch [56][940/1712] lr: 1.000e-03, eta: 1 day, 0:39:14, time: 1.107, data_time: 0.480, memory: 5822, loss_cls: 2.9562, loss: 2.9562, grad_norm: 3.2407 2020-10-24 18:29:11,682 - mmaction - INFO - Epoch [56][960/1712] lr: 1.000e-03, eta: 1 day, 0:38:50, time: 1.107, data_time: 0.468, memory: 5822, loss_cls: 3.0464, loss: 3.0464, grad_norm: 3.3140 2020-10-24 18:29:33,453 - mmaction - INFO - Epoch [56][980/1712] lr: 1.000e-03, eta: 1 day, 0:38:26, time: 1.101, data_time: 0.486, memory: 5822, loss_cls: 3.0473, loss: 3.0473, grad_norm: 3.2359 2020-10-24 18:29:54,720 - mmaction - INFO - Epoch [56][1000/1712] lr: 1.000e-03, eta: 1 day, 0:38:01, time: 1.059, data_time: 0.452, memory: 5822, loss_cls: 3.0003, loss: 3.0003, grad_norm: 3.2262 2020-10-24 18:30:16,879 - mmaction - INFO - Epoch [56][1020/1712] lr: 1.000e-03, eta: 1 day, 0:37:36, time: 1.104, data_time: 0.493, memory: 5822, loss_cls: 3.0178, loss: 3.0178, grad_norm: 3.2804 2020-10-24 18:30:39,066 - mmaction - INFO - Epoch [56][1040/1712] lr: 1.000e-03, eta: 1 day, 0:37:12, time: 1.116, data_time: 0.489, memory: 5822, loss_cls: 3.0416, loss: 3.0416, grad_norm: 3.2703 2020-10-24 18:31:01,419 - mmaction - INFO - Epoch [56][1060/1712] lr: 1.000e-03, eta: 1 day, 0:36:48, time: 1.117, data_time: 0.487, memory: 5822, loss_cls: 3.0034, loss: 3.0034, grad_norm: 3.2305 2020-10-24 18:31:23,145 - mmaction - INFO - Epoch [56][1080/1712] lr: 1.000e-03, eta: 1 day, 0:36:23, time: 1.082, data_time: 0.479, memory: 5822, loss_cls: 3.0559, loss: 3.0559, grad_norm: 3.2858 2020-10-24 18:31:45,333 - mmaction - INFO - Epoch [56][1100/1712] lr: 1.000e-03, eta: 1 day, 0:35:59, time: 1.112, data_time: 0.502, memory: 5822, loss_cls: 2.9799, loss: 2.9799, grad_norm: 3.2031 2020-10-24 18:32:07,415 - mmaction - INFO - Epoch [56][1120/1712] lr: 1.000e-03, eta: 1 day, 0:35:35, time: 1.107, data_time: 0.488, memory: 5822, loss_cls: 3.0174, loss: 3.0174, grad_norm: 3.2207 2020-10-24 18:32:29,144 - mmaction - INFO - Epoch [56][1140/1712] lr: 1.000e-03, eta: 1 day, 0:35:10, time: 1.076, data_time: 0.480, memory: 5822, loss_cls: 3.0189, loss: 3.0189, grad_norm: 3.2465 2020-10-24 18:32:50,840 - mmaction - INFO - Epoch [56][1160/1712] lr: 1.000e-03, eta: 1 day, 0:34:46, time: 1.090, data_time: 0.483, memory: 5822, loss_cls: 3.0134, loss: 3.0134, grad_norm: 3.2427 2020-10-24 18:33:12,477 - mmaction - INFO - Epoch [56][1180/1712] lr: 1.000e-03, eta: 1 day, 0:34:21, time: 1.084, data_time: 0.486, memory: 5822, loss_cls: 3.0125, loss: 3.0125, grad_norm: 3.1922 2020-10-24 18:33:34,445 - mmaction - INFO - Epoch [56][1200/1712] lr: 1.000e-03, eta: 1 day, 0:33:56, time: 1.091, data_time: 0.474, memory: 5822, loss_cls: 3.0704, loss: 3.0704, grad_norm: 3.2965 2020-10-24 18:33:56,657 - mmaction - INFO - Epoch [56][1220/1712] lr: 1.000e-03, eta: 1 day, 0:33:32, time: 1.122, data_time: 0.488, memory: 5822, loss_cls: 3.0962, loss: 3.0962, grad_norm: 3.2989 2020-10-24 18:34:18,739 - mmaction - INFO - Epoch [56][1240/1712] lr: 1.000e-03, eta: 1 day, 0:33:08, time: 1.097, data_time: 0.477, memory: 5822, loss_cls: 3.0443, loss: 3.0443, grad_norm: 3.2182 2020-10-24 18:34:41,411 - mmaction - INFO - Epoch [56][1260/1712] lr: 1.000e-03, eta: 1 day, 0:32:44, time: 1.140, data_time: 0.492, memory: 5822, loss_cls: 3.0326, loss: 3.0326, grad_norm: 3.2581 2020-10-24 18:35:03,254 - mmaction - INFO - Epoch [56][1280/1712] lr: 1.000e-03, eta: 1 day, 0:32:20, time: 1.091, data_time: 0.451, memory: 5822, loss_cls: 3.0489, loss: 3.0489, grad_norm: 3.3059 2020-10-24 18:35:25,567 - mmaction - INFO - Epoch [56][1300/1712] lr: 1.000e-03, eta: 1 day, 0:31:56, time: 1.116, data_time: 0.486, memory: 5822, loss_cls: 2.9673, loss: 2.9673, grad_norm: 3.2057 2020-10-24 18:35:47,649 - mmaction - INFO - Epoch [56][1320/1712] lr: 1.000e-03, eta: 1 day, 0:31:31, time: 1.105, data_time: 0.479, memory: 5822, loss_cls: 3.0196, loss: 3.0196, grad_norm: 3.2194 2020-10-24 18:36:09,436 - mmaction - INFO - Epoch [56][1340/1712] lr: 1.000e-03, eta: 1 day, 0:31:07, time: 1.084, data_time: 0.449, memory: 5822, loss_cls: 2.9971, loss: 2.9971, grad_norm: 3.2459 2020-10-24 18:36:31,185 - mmaction - INFO - Epoch [56][1360/1712] lr: 1.000e-03, eta: 1 day, 0:30:42, time: 1.089, data_time: 0.472, memory: 5822, loss_cls: 3.0361, loss: 3.0361, grad_norm: 3.2559 2020-10-24 18:36:53,068 - mmaction - INFO - Epoch [56][1380/1712] lr: 1.000e-03, eta: 1 day, 0:30:18, time: 1.100, data_time: 0.473, memory: 5822, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.2338 2020-10-24 18:37:14,799 - mmaction - INFO - Epoch [56][1400/1712] lr: 1.000e-03, eta: 1 day, 0:29:53, time: 1.077, data_time: 0.467, memory: 5822, loss_cls: 3.0245, loss: 3.0245, grad_norm: 3.2599 2020-10-24 18:37:36,593 - mmaction - INFO - Epoch [56][1420/1712] lr: 1.000e-03, eta: 1 day, 0:29:29, time: 1.092, data_time: 0.497, memory: 5822, loss_cls: 3.0839, loss: 3.0839, grad_norm: 3.3400 2020-10-24 18:37:58,138 - mmaction - INFO - Epoch [56][1440/1712] lr: 1.000e-03, eta: 1 day, 0:29:04, time: 1.081, data_time: 0.474, memory: 5822, loss_cls: 3.0849, loss: 3.0849, grad_norm: 3.2830 2020-10-24 18:38:20,120 - mmaction - INFO - Epoch [56][1460/1712] lr: 1.000e-03, eta: 1 day, 0:28:39, time: 1.095, data_time: 0.471, memory: 5822, loss_cls: 3.0376, loss: 3.0376, grad_norm: 3.2486 2020-10-24 18:38:42,181 - mmaction - INFO - Epoch [56][1480/1712] lr: 1.000e-03, eta: 1 day, 0:28:15, time: 1.099, data_time: 0.475, memory: 5822, loss_cls: 3.0559, loss: 3.0559, grad_norm: 3.2560 2020-10-24 18:39:04,745 - mmaction - INFO - Epoch [56][1500/1712] lr: 1.000e-03, eta: 1 day, 0:27:51, time: 1.137, data_time: 0.498, memory: 5822, loss_cls: 3.0333, loss: 3.0333, grad_norm: 3.2991 2020-10-24 18:39:27,225 - mmaction - INFO - Epoch [56][1520/1712] lr: 1.000e-03, eta: 1 day, 0:27:27, time: 1.113, data_time: 0.477, memory: 5822, loss_cls: 3.0035, loss: 3.0035, grad_norm: 3.2906 2020-10-24 18:39:49,146 - mmaction - INFO - Epoch [56][1540/1712] lr: 1.000e-03, eta: 1 day, 0:27:03, time: 1.110, data_time: 0.458, memory: 5822, loss_cls: 3.0295, loss: 3.0295, grad_norm: 3.2712 2020-10-24 18:40:10,669 - mmaction - INFO - Epoch [56][1560/1712] lr: 1.000e-03, eta: 1 day, 0:26:38, time: 1.068, data_time: 0.472, memory: 5822, loss_cls: 3.0556, loss: 3.0556, grad_norm: 3.3253 2020-10-24 18:40:32,731 - mmaction - INFO - Epoch [56][1580/1712] lr: 1.000e-03, eta: 1 day, 0:26:14, time: 1.097, data_time: 0.452, memory: 5822, loss_cls: 3.0551, loss: 3.0551, grad_norm: 3.2868 2020-10-24 18:40:54,502 - mmaction - INFO - Epoch [56][1600/1712] lr: 1.000e-03, eta: 1 day, 0:25:49, time: 1.097, data_time: 0.479, memory: 5822, loss_cls: 3.0056, loss: 3.0056, grad_norm: 3.2376 2020-10-24 18:41:15,936 - mmaction - INFO - Epoch [56][1620/1712] lr: 1.000e-03, eta: 1 day, 0:25:25, time: 1.074, data_time: 0.447, memory: 5822, loss_cls: 3.0314, loss: 3.0314, grad_norm: 3.2903 2020-10-24 18:41:37,493 - mmaction - INFO - Epoch [56][1640/1712] lr: 1.000e-03, eta: 1 day, 0:25:00, time: 1.074, data_time: 0.461, memory: 5822, loss_cls: 2.9948, loss: 2.9948, grad_norm: 3.2772 2020-10-24 18:41:59,718 - mmaction - INFO - Epoch [56][1660/1712] lr: 1.000e-03, eta: 1 day, 0:24:36, time: 1.115, data_time: 0.481, memory: 5822, loss_cls: 2.9937, loss: 2.9937, grad_norm: 3.1986 2020-10-24 18:42:21,232 - mmaction - INFO - Epoch [56][1680/1712] lr: 1.000e-03, eta: 1 day, 0:24:11, time: 1.074, data_time: 0.464, memory: 5822, loss_cls: 3.0243, loss: 3.0243, grad_norm: 3.2341 2020-10-24 18:42:43,229 - mmaction - INFO - Epoch [56][1700/1712] lr: 1.000e-03, eta: 1 day, 0:23:46, time: 1.092, data_time: 0.498, memory: 5822, loss_cls: 2.9643, loss: 2.9643, grad_norm: 3.2370 2020-10-24 18:43:37,298 - mmaction - INFO - Epoch [57][20/1712] lr: 1.000e-03, eta: 1 day, 0:23:11, time: 2.015, data_time: 1.406, memory: 5822, loss_cls: 3.0511, loss: 3.0511, grad_norm: 3.3171 2020-10-24 18:44:01,743 - mmaction - INFO - Epoch [57][40/1712] lr: 1.000e-03, eta: 1 day, 0:22:49, time: 1.223, data_time: 0.395, memory: 5822, loss_cls: 3.0264, loss: 3.0264, grad_norm: 3.2066 2020-10-24 18:44:24,970 - mmaction - INFO - Epoch [57][60/1712] lr: 1.000e-03, eta: 1 day, 0:22:26, time: 1.161, data_time: 0.186, memory: 5822, loss_cls: 3.0125, loss: 3.0125, grad_norm: 3.2243 2020-10-24 18:44:48,061 - mmaction - INFO - Epoch [57][80/1712] lr: 1.000e-03, eta: 1 day, 0:22:02, time: 1.155, data_time: 0.180, memory: 5822, loss_cls: 3.0647, loss: 3.0647, grad_norm: 3.2748 2020-10-24 18:45:10,646 - mmaction - INFO - Epoch [57][100/1712] lr: 1.000e-03, eta: 1 day, 0:21:38, time: 1.126, data_time: 0.161, memory: 5822, loss_cls: 2.9823, loss: 2.9823, grad_norm: 3.2366 2020-10-24 18:45:33,590 - mmaction - INFO - Epoch [57][120/1712] lr: 1.000e-03, eta: 1 day, 0:21:15, time: 1.145, data_time: 0.025, memory: 5822, loss_cls: 3.0127, loss: 3.0127, grad_norm: 3.2231 2020-10-24 18:45:55,629 - mmaction - INFO - Epoch [57][140/1712] lr: 1.000e-03, eta: 1 day, 0:20:50, time: 1.098, data_time: 0.008, memory: 5822, loss_cls: 3.0070, loss: 3.0070, grad_norm: 3.2114 2020-10-24 18:46:17,872 - mmaction - INFO - Epoch [57][160/1712] lr: 1.000e-03, eta: 1 day, 0:20:26, time: 1.114, data_time: 0.013, memory: 5822, loss_cls: 3.0224, loss: 3.0224, grad_norm: 3.2055 2020-10-24 18:46:39,499 - mmaction - INFO - Epoch [57][180/1712] lr: 1.000e-03, eta: 1 day, 0:20:02, time: 1.088, data_time: 0.008, memory: 5822, loss_cls: 3.0540, loss: 3.0540, grad_norm: 3.2606 2020-10-24 18:47:00,949 - mmaction - INFO - Epoch [57][200/1712] lr: 1.000e-03, eta: 1 day, 0:19:37, time: 1.067, data_time: 0.006, memory: 5822, loss_cls: 2.9901, loss: 2.9901, grad_norm: 3.2503 2020-10-24 18:47:23,260 - mmaction - INFO - Epoch [57][220/1712] lr: 1.000e-03, eta: 1 day, 0:19:13, time: 1.118, data_time: 0.009, memory: 5822, loss_cls: 3.0602, loss: 3.0602, grad_norm: 3.3362 2020-10-24 18:47:45,152 - mmaction - INFO - Epoch [57][240/1712] lr: 1.000e-03, eta: 1 day, 0:18:48, time: 1.089, data_time: 0.005, memory: 5822, loss_cls: 3.0016, loss: 3.0016, grad_norm: 3.2032 2020-10-24 18:48:06,474 - mmaction - INFO - Epoch [57][260/1712] lr: 1.000e-03, eta: 1 day, 0:18:23, time: 1.075, data_time: 0.011, memory: 5822, loss_cls: 3.0046, loss: 3.0046, grad_norm: 3.3242 2020-10-24 18:48:28,844 - mmaction - INFO - Epoch [57][280/1712] lr: 1.000e-03, eta: 1 day, 0:17:59, time: 1.117, data_time: 0.004, memory: 5822, loss_cls: 2.9693, loss: 2.9693, grad_norm: 3.2549 2020-10-24 18:48:50,572 - mmaction - INFO - Epoch [57][300/1712] lr: 1.000e-03, eta: 1 day, 0:17:35, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 3.0871, loss: 3.0871, grad_norm: 3.3281 2020-10-24 18:49:12,676 - mmaction - INFO - Epoch [57][320/1712] lr: 1.000e-03, eta: 1 day, 0:17:10, time: 1.092, data_time: 0.005, memory: 5822, loss_cls: 3.0076, loss: 3.0076, grad_norm: 3.2759 2020-10-24 18:49:34,352 - mmaction - INFO - Epoch [57][340/1712] lr: 1.000e-03, eta: 1 day, 0:16:46, time: 1.101, data_time: 0.019, memory: 5822, loss_cls: 3.0152, loss: 3.0152, grad_norm: 3.2179 2020-10-24 18:49:56,121 - mmaction - INFO - Epoch [57][360/1712] lr: 1.000e-03, eta: 1 day, 0:16:21, time: 1.088, data_time: 0.003, memory: 5822, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.2819 2020-10-24 18:50:19,557 - mmaction - INFO - Epoch [57][380/1712] lr: 1.000e-03, eta: 1 day, 0:15:58, time: 1.167, data_time: 0.001, memory: 5822, loss_cls: 2.9763, loss: 2.9763, grad_norm: 3.2059 2020-10-24 18:50:41,022 - mmaction - INFO - Epoch [57][400/1712] lr: 1.000e-03, eta: 1 day, 0:15:33, time: 1.072, data_time: 0.007, memory: 5822, loss_cls: 3.0303, loss: 3.0303, grad_norm: 3.3089 2020-10-24 18:51:02,826 - mmaction - INFO - Epoch [57][420/1712] lr: 1.000e-03, eta: 1 day, 0:15:09, time: 1.088, data_time: 0.012, memory: 5822, loss_cls: 3.0069, loss: 3.0069, grad_norm: 3.2578 2020-10-24 18:51:24,135 - mmaction - INFO - Epoch [57][440/1712] lr: 1.000e-03, eta: 1 day, 0:14:44, time: 1.070, data_time: 0.011, memory: 5822, loss_cls: 3.0030, loss: 3.0030, grad_norm: 3.2674 2020-10-24 18:51:45,970 - mmaction - INFO - Epoch [57][460/1712] lr: 1.000e-03, eta: 1 day, 0:14:20, time: 1.096, data_time: 0.009, memory: 5822, loss_cls: 3.0606, loss: 3.0606, grad_norm: 3.2579 2020-10-24 18:52:07,498 - mmaction - INFO - Epoch [57][480/1712] lr: 1.000e-03, eta: 1 day, 0:13:55, time: 1.076, data_time: 0.003, memory: 5822, loss_cls: 3.0663, loss: 3.0663, grad_norm: 3.2907 2020-10-24 18:52:28,964 - mmaction - INFO - Epoch [57][500/1712] lr: 1.000e-03, eta: 1 day, 0:13:30, time: 1.071, data_time: 0.007, memory: 5822, loss_cls: 3.0211, loss: 3.0211, grad_norm: 3.2296 2020-10-24 18:52:50,870 - mmaction - INFO - Epoch [57][520/1712] lr: 1.000e-03, eta: 1 day, 0:13:06, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.0276, loss: 3.0276, grad_norm: 3.3266 2020-10-24 18:53:12,937 - mmaction - INFO - Epoch [57][540/1712] lr: 1.000e-03, eta: 1 day, 0:12:42, time: 1.110, data_time: 0.010, memory: 5822, loss_cls: 3.0115, loss: 3.0115, grad_norm: 3.2494 2020-10-24 18:53:33,558 - mmaction - INFO - Epoch [57][560/1712] lr: 1.000e-03, eta: 1 day, 0:12:16, time: 1.031, data_time: 0.004, memory: 5822, loss_cls: 3.0452, loss: 3.0452, grad_norm: 3.3102 2020-10-24 18:53:55,093 - mmaction - INFO - Epoch [57][580/1712] lr: 1.000e-03, eta: 1 day, 0:11:51, time: 1.071, data_time: 0.005, memory: 5822, loss_cls: 3.0357, loss: 3.0357, grad_norm: 3.3030 2020-10-24 18:54:16,742 - mmaction - INFO - Epoch [57][600/1712] lr: 1.000e-03, eta: 1 day, 0:11:27, time: 1.088, data_time: 0.007, memory: 5822, loss_cls: 3.0622, loss: 3.0622, grad_norm: 3.2647 2020-10-24 18:54:39,247 - mmaction - INFO - Epoch [57][620/1712] lr: 1.000e-03, eta: 1 day, 0:11:03, time: 1.123, data_time: 0.002, memory: 5822, loss_cls: 3.0456, loss: 3.0456, grad_norm: 3.2907 2020-10-24 18:55:00,908 - mmaction - INFO - Epoch [57][640/1712] lr: 1.000e-03, eta: 1 day, 0:10:38, time: 1.085, data_time: 0.004, memory: 5822, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.2604 2020-10-24 18:55:22,205 - mmaction - INFO - Epoch [57][660/1712] lr: 1.000e-03, eta: 1 day, 0:10:14, time: 1.064, data_time: 0.001, memory: 5822, loss_cls: 3.0357, loss: 3.0357, grad_norm: 3.2508 2020-10-24 18:55:43,144 - mmaction - INFO - Epoch [57][680/1712] lr: 1.000e-03, eta: 1 day, 0:09:48, time: 1.048, data_time: 0.004, memory: 5822, loss_cls: 3.0311, loss: 3.0311, grad_norm: 3.3156 2020-10-24 18:56:05,240 - mmaction - INFO - Epoch [57][700/1712] lr: 1.000e-03, eta: 1 day, 0:09:24, time: 1.100, data_time: 0.002, memory: 5822, loss_cls: 3.0417, loss: 3.0417, grad_norm: 3.2241 2020-10-24 18:56:26,831 - mmaction - INFO - Epoch [57][720/1712] lr: 1.000e-03, eta: 1 day, 0:08:59, time: 1.081, data_time: 0.009, memory: 5822, loss_cls: 2.9582, loss: 2.9582, grad_norm: 3.1876 2020-10-24 18:56:47,860 - mmaction - INFO - Epoch [57][740/1712] lr: 1.000e-03, eta: 1 day, 0:08:34, time: 1.055, data_time: 0.006, memory: 5822, loss_cls: 3.0308, loss: 3.0308, grad_norm: 3.2737 2020-10-24 18:57:09,233 - mmaction - INFO - Epoch [57][760/1712] lr: 1.000e-03, eta: 1 day, 0:08:10, time: 1.066, data_time: 0.007, memory: 5822, loss_cls: 2.9886, loss: 2.9886, grad_norm: 3.2465 2020-10-24 18:57:30,540 - mmaction - INFO - Epoch [57][780/1712] lr: 1.000e-03, eta: 1 day, 0:07:45, time: 1.061, data_time: 0.010, memory: 5822, loss_cls: 2.9573, loss: 2.9573, grad_norm: 3.1639 2020-10-24 18:57:51,536 - mmaction - INFO - Epoch [57][800/1712] lr: 1.000e-03, eta: 1 day, 0:07:20, time: 1.057, data_time: 0.009, memory: 5822, loss_cls: 3.0276, loss: 3.0276, grad_norm: 3.3329 2020-10-24 18:58:13,731 - mmaction - INFO - Epoch [57][820/1712] lr: 1.000e-03, eta: 1 day, 0:06:55, time: 1.100, data_time: 0.001, memory: 5822, loss_cls: 3.0027, loss: 3.0027, grad_norm: 3.2154 2020-10-24 18:58:35,180 - mmaction - INFO - Epoch [57][840/1712] lr: 1.000e-03, eta: 1 day, 0:06:31, time: 1.082, data_time: 0.012, memory: 5822, loss_cls: 3.0354, loss: 3.0354, grad_norm: 3.2816 2020-10-24 18:58:56,209 - mmaction - INFO - Epoch [57][860/1712] lr: 1.000e-03, eta: 1 day, 0:06:06, time: 1.051, data_time: 0.001, memory: 5822, loss_cls: 3.0386, loss: 3.0386, grad_norm: 3.2837 2020-10-24 18:59:18,355 - mmaction - INFO - Epoch [57][880/1712] lr: 1.000e-03, eta: 1 day, 0:05:42, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 3.0585, loss: 3.0585, grad_norm: 3.3364 2020-10-24 18:59:39,895 - mmaction - INFO - Epoch [57][900/1712] lr: 1.000e-03, eta: 1 day, 0:05:17, time: 1.076, data_time: 0.001, memory: 5822, loss_cls: 3.0663, loss: 3.0663, grad_norm: 3.2934 2020-10-24 19:00:00,829 - mmaction - INFO - Epoch [57][920/1712] lr: 1.000e-03, eta: 1 day, 0:04:52, time: 1.047, data_time: 0.008, memory: 5822, loss_cls: 3.0265, loss: 3.0265, grad_norm: 3.2935 2020-10-24 19:00:21,869 - mmaction - INFO - Epoch [57][940/1712] lr: 1.000e-03, eta: 1 day, 0:04:27, time: 1.050, data_time: 0.002, memory: 5822, loss_cls: 2.9675, loss: 2.9675, grad_norm: 3.1804 2020-10-24 19:00:43,207 - mmaction - INFO - Epoch [57][960/1712] lr: 1.000e-03, eta: 1 day, 0:04:02, time: 1.066, data_time: 0.007, memory: 5822, loss_cls: 3.0330, loss: 3.0330, grad_norm: 3.2655 2020-10-24 19:01:05,054 - mmaction - INFO - Epoch [57][980/1712] lr: 1.000e-03, eta: 1 day, 0:03:37, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 3.0223, loss: 3.0223, grad_norm: 3.2325 2020-10-24 19:01:27,476 - mmaction - INFO - Epoch [57][1000/1712] lr: 1.000e-03, eta: 1 day, 0:03:13, time: 1.122, data_time: 0.009, memory: 5822, loss_cls: 3.0054, loss: 3.0054, grad_norm: 3.2340 2020-10-24 19:01:48,748 - mmaction - INFO - Epoch [57][1020/1712] lr: 1.000e-03, eta: 1 day, 0:02:49, time: 1.064, data_time: 0.009, memory: 5822, loss_cls: 3.0402, loss: 3.0402, grad_norm: 3.2837 2020-10-24 19:02:10,073 - mmaction - INFO - Epoch [57][1040/1712] lr: 1.000e-03, eta: 1 day, 0:02:24, time: 1.063, data_time: 0.007, memory: 5822, loss_cls: 3.0320, loss: 3.0320, grad_norm: 3.3109 2020-10-24 19:02:30,972 - mmaction - INFO - Epoch [57][1060/1712] lr: 1.000e-03, eta: 1 day, 0:01:59, time: 1.053, data_time: 0.009, memory: 5822, loss_cls: 3.0329, loss: 3.0329, grad_norm: 3.3127 2020-10-24 19:02:51,925 - mmaction - INFO - Epoch [57][1080/1712] lr: 1.000e-03, eta: 1 day, 0:01:34, time: 1.046, data_time: 0.001, memory: 5822, loss_cls: 3.0203, loss: 3.0203, grad_norm: 3.2044 2020-10-24 19:03:13,581 - mmaction - INFO - Epoch [57][1100/1712] lr: 1.000e-03, eta: 1 day, 0:01:09, time: 1.083, data_time: 0.003, memory: 5822, loss_cls: 3.0182, loss: 3.0182, grad_norm: 3.2148 2020-10-24 19:03:35,704 - mmaction - INFO - Epoch [57][1120/1712] lr: 1.000e-03, eta: 1 day, 0:00:45, time: 1.097, data_time: 0.005, memory: 5822, loss_cls: 3.0457, loss: 3.0457, grad_norm: 3.3163 2020-10-24 19:03:56,932 - mmaction - INFO - Epoch [57][1140/1712] lr: 1.000e-03, eta: 1 day, 0:00:20, time: 1.071, data_time: 0.012, memory: 5822, loss_cls: 3.0444, loss: 3.0444, grad_norm: 3.2866 2020-10-24 19:04:17,976 - mmaction - INFO - Epoch [57][1160/1712] lr: 1.000e-03, eta: 23:59:55, time: 1.048, data_time: 0.002, memory: 5822, loss_cls: 3.0581, loss: 3.0581, grad_norm: 3.2577 2020-10-24 19:04:40,251 - mmaction - INFO - Epoch [57][1180/1712] lr: 1.000e-03, eta: 23:59:31, time: 1.112, data_time: 0.006, memory: 5822, loss_cls: 3.0233, loss: 3.0233, grad_norm: 3.2665 2020-10-24 19:05:01,462 - mmaction - INFO - Epoch [57][1200/1712] lr: 1.000e-03, eta: 23:59:06, time: 1.063, data_time: 0.008, memory: 5822, loss_cls: 3.0148, loss: 3.0148, grad_norm: 3.2408 2020-10-24 19:05:22,899 - mmaction - INFO - Epoch [57][1220/1712] lr: 1.000e-03, eta: 23:58:41, time: 1.072, data_time: 0.010, memory: 5822, loss_cls: 2.9885, loss: 2.9885, grad_norm: 3.2365 2020-10-24 19:05:44,591 - mmaction - INFO - Epoch [57][1240/1712] lr: 1.000e-03, eta: 23:58:17, time: 1.076, data_time: 0.007, memory: 5822, loss_cls: 3.0804, loss: 3.0804, grad_norm: 3.3226 2020-10-24 19:06:06,071 - mmaction - INFO - Epoch [57][1260/1712] lr: 1.000e-03, eta: 23:57:52, time: 1.078, data_time: 0.014, memory: 5822, loss_cls: 3.0057, loss: 3.0057, grad_norm: 3.3353 2020-10-24 19:06:28,042 - mmaction - INFO - Epoch [57][1280/1712] lr: 1.000e-03, eta: 23:57:28, time: 1.106, data_time: 0.010, memory: 5822, loss_cls: 3.0750, loss: 3.0750, grad_norm: 3.2930 2020-10-24 19:06:49,205 - mmaction - INFO - Epoch [57][1300/1712] lr: 1.000e-03, eta: 23:57:03, time: 1.059, data_time: 0.003, memory: 5822, loss_cls: 2.9767, loss: 2.9767, grad_norm: 3.2202 2020-10-24 19:07:10,875 - mmaction - INFO - Epoch [57][1320/1712] lr: 1.000e-03, eta: 23:56:38, time: 1.078, data_time: 0.005, memory: 5822, loss_cls: 3.0881, loss: 3.0881, grad_norm: 3.3130 2020-10-24 19:07:32,752 - mmaction - INFO - Epoch [57][1340/1712] lr: 1.000e-03, eta: 23:56:14, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 3.0982, loss: 3.0982, grad_norm: 3.3337 2020-10-24 19:07:54,641 - mmaction - INFO - Epoch [57][1360/1712] lr: 1.000e-03, eta: 23:55:50, time: 1.094, data_time: 0.007, memory: 5822, loss_cls: 3.0056, loss: 3.0056, grad_norm: 3.2357 2020-10-24 19:08:15,788 - mmaction - INFO - Epoch [57][1380/1712] lr: 1.000e-03, eta: 23:55:25, time: 1.062, data_time: 0.006, memory: 5822, loss_cls: 3.0810, loss: 3.0810, grad_norm: 3.3243 2020-10-24 19:08:38,460 - mmaction - INFO - Epoch [57][1400/1712] lr: 1.000e-03, eta: 23:55:01, time: 1.132, data_time: 0.004, memory: 5822, loss_cls: 3.0440, loss: 3.0440, grad_norm: 3.3373 2020-10-24 19:08:59,696 - mmaction - INFO - Epoch [57][1420/1712] lr: 1.000e-03, eta: 23:54:36, time: 1.060, data_time: 0.002, memory: 5822, loss_cls: 3.0775, loss: 3.0775, grad_norm: 3.2647 2020-10-24 19:09:20,932 - mmaction - INFO - Epoch [57][1440/1712] lr: 1.000e-03, eta: 23:54:11, time: 1.062, data_time: 0.004, memory: 5822, loss_cls: 3.0743, loss: 3.0743, grad_norm: 3.2914 2020-10-24 19:09:41,831 - mmaction - INFO - Epoch [57][1460/1712] lr: 1.000e-03, eta: 23:53:46, time: 1.046, data_time: 0.004, memory: 5822, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.2034 2020-10-24 19:10:03,368 - mmaction - INFO - Epoch [57][1480/1712] lr: 1.000e-03, eta: 23:53:21, time: 1.075, data_time: 0.004, memory: 5822, loss_cls: 3.0352, loss: 3.0352, grad_norm: 3.2888 2020-10-24 19:10:25,440 - mmaction - INFO - Epoch [57][1500/1712] lr: 1.000e-03, eta: 23:52:57, time: 1.105, data_time: 0.003, memory: 5822, loss_cls: 2.9907, loss: 2.9907, grad_norm: 3.2381 2020-10-24 19:10:46,602 - mmaction - INFO - Epoch [57][1520/1712] lr: 1.000e-03, eta: 23:52:32, time: 1.049, data_time: 0.001, memory: 5822, loss_cls: 3.0209, loss: 3.0209, grad_norm: 3.3252 2020-10-24 19:11:08,078 - mmaction - INFO - Epoch [57][1540/1712] lr: 1.000e-03, eta: 23:52:08, time: 1.078, data_time: 0.017, memory: 5822, loss_cls: 3.0369, loss: 3.0369, grad_norm: 3.2462 2020-10-24 19:11:29,731 - mmaction - INFO - Epoch [57][1560/1712] lr: 1.000e-03, eta: 23:51:43, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 3.0269, loss: 3.0269, grad_norm: 3.2433 2020-10-24 19:11:51,264 - mmaction - INFO - Epoch [57][1580/1712] lr: 1.000e-03, eta: 23:51:19, time: 1.076, data_time: 0.002, memory: 5822, loss_cls: 3.0279, loss: 3.0279, grad_norm: 3.2655 2020-10-24 19:12:12,793 - mmaction - INFO - Epoch [57][1600/1712] lr: 1.000e-03, eta: 23:50:54, time: 1.076, data_time: 0.003, memory: 5822, loss_cls: 3.0302, loss: 3.0302, grad_norm: 3.2618 2020-10-24 19:12:34,516 - mmaction - INFO - Epoch [57][1620/1712] lr: 1.000e-03, eta: 23:50:29, time: 1.078, data_time: 0.004, memory: 5822, loss_cls: 3.0344, loss: 3.0344, grad_norm: 3.2531 2020-10-24 19:12:55,458 - mmaction - INFO - Epoch [57][1640/1712] lr: 1.000e-03, eta: 23:50:04, time: 1.054, data_time: 0.010, memory: 5822, loss_cls: 3.0547, loss: 3.0547, grad_norm: 3.2406 2020-10-24 19:13:17,086 - mmaction - INFO - Epoch [57][1660/1712] lr: 1.000e-03, eta: 23:49:40, time: 1.075, data_time: 0.008, memory: 5822, loss_cls: 3.0349, loss: 3.0349, grad_norm: 3.2491 2020-10-24 19:13:38,197 - mmaction - INFO - Epoch [57][1680/1712] lr: 1.000e-03, eta: 23:49:15, time: 1.059, data_time: 0.018, memory: 5822, loss_cls: 3.0343, loss: 3.0343, grad_norm: 3.2687 2020-10-24 19:13:59,389 - mmaction - INFO - Epoch [57][1700/1712] lr: 1.000e-03, eta: 23:48:50, time: 1.062, data_time: 0.006, memory: 5822, loss_cls: 2.9544, loss: 2.9544, grad_norm: 3.2361 2020-10-24 19:14:54,785 - mmaction - INFO - Epoch [58][20/1712] lr: 1.000e-03, eta: 23:48:16, time: 2.061, data_time: 1.255, memory: 5822, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.3018 2020-10-24 19:15:18,527 - mmaction - INFO - Epoch [58][40/1712] lr: 1.000e-03, eta: 23:47:53, time: 1.174, data_time: 0.220, memory: 5822, loss_cls: 3.0109, loss: 3.0109, grad_norm: 3.2597 2020-10-24 19:15:40,514 - mmaction - INFO - Epoch [58][60/1712] lr: 1.000e-03, eta: 23:47:29, time: 1.112, data_time: 0.020, memory: 5822, loss_cls: 3.0109, loss: 3.0109, grad_norm: 3.2060 2020-10-24 19:16:02,595 - mmaction - INFO - Epoch [58][80/1712] lr: 1.000e-03, eta: 23:47:04, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 2.9596, loss: 2.9596, grad_norm: 3.1239 2020-10-24 19:16:24,427 - mmaction - INFO - Epoch [58][100/1712] lr: 1.000e-03, eta: 23:46:40, time: 1.090, data_time: 0.001, memory: 5822, loss_cls: 3.0180, loss: 3.0180, grad_norm: 3.3073 2020-10-24 19:16:46,010 - mmaction - INFO - Epoch [58][120/1712] lr: 1.000e-03, eta: 23:46:15, time: 1.078, data_time: 0.005, memory: 5822, loss_cls: 3.0215, loss: 3.0215, grad_norm: 3.2657 2020-10-24 19:17:07,913 - mmaction - INFO - Epoch [58][140/1712] lr: 1.000e-03, eta: 23:45:51, time: 1.089, data_time: 0.010, memory: 5822, loss_cls: 2.9968, loss: 2.9968, grad_norm: 3.2523 2020-10-24 19:17:29,342 - mmaction - INFO - Epoch [58][160/1712] lr: 1.000e-03, eta: 23:45:26, time: 1.081, data_time: 0.014, memory: 5822, loss_cls: 3.0409, loss: 3.0409, grad_norm: 3.3426 2020-10-24 19:17:50,945 - mmaction - INFO - Epoch [58][180/1712] lr: 1.000e-03, eta: 23:45:02, time: 1.077, data_time: 0.002, memory: 5822, loss_cls: 3.0684, loss: 3.0684, grad_norm: 3.3340 2020-10-24 19:18:12,379 - mmaction - INFO - Epoch [58][200/1712] lr: 1.000e-03, eta: 23:44:37, time: 1.072, data_time: 0.006, memory: 5822, loss_cls: 3.0512, loss: 3.0512, grad_norm: 3.3434 2020-10-24 19:18:34,703 - mmaction - INFO - Epoch [58][220/1712] lr: 1.000e-03, eta: 23:44:13, time: 1.116, data_time: 0.018, memory: 5822, loss_cls: 3.0443, loss: 3.0443, grad_norm: 3.3079 2020-10-24 19:18:56,702 - mmaction - INFO - Epoch [58][240/1712] lr: 1.000e-03, eta: 23:43:49, time: 1.102, data_time: 0.003, memory: 5822, loss_cls: 3.0084, loss: 3.0084, grad_norm: 3.2875 2020-10-24 19:19:18,083 - mmaction - INFO - Epoch [58][260/1712] lr: 1.000e-03, eta: 23:43:24, time: 1.064, data_time: 0.003, memory: 5822, loss_cls: 3.0603, loss: 3.0603, grad_norm: 3.3210 2020-10-24 19:19:40,273 - mmaction - INFO - Epoch [58][280/1712] lr: 1.000e-03, eta: 23:43:00, time: 1.110, data_time: 0.008, memory: 5822, loss_cls: 3.0394, loss: 3.0394, grad_norm: 3.2817 2020-10-24 19:20:01,653 - mmaction - INFO - Epoch [58][300/1712] lr: 1.000e-03, eta: 23:42:35, time: 1.074, data_time: 0.007, memory: 5822, loss_cls: 3.0355, loss: 3.0355, grad_norm: 3.3234 2020-10-24 19:20:23,902 - mmaction - INFO - Epoch [58][320/1712] lr: 1.000e-03, eta: 23:42:11, time: 1.106, data_time: 0.001, memory: 5822, loss_cls: 2.9666, loss: 2.9666, grad_norm: 3.2180 2020-10-24 19:20:45,744 - mmaction - INFO - Epoch [58][340/1712] lr: 1.000e-03, eta: 23:41:47, time: 1.098, data_time: 0.009, memory: 5822, loss_cls: 3.0064, loss: 3.0064, grad_norm: 3.2733 2020-10-24 19:21:07,036 - mmaction - INFO - Epoch [58][360/1712] lr: 1.000e-03, eta: 23:41:22, time: 1.058, data_time: 0.002, memory: 5822, loss_cls: 2.9792, loss: 2.9792, grad_norm: 3.2435 2020-10-24 19:21:29,382 - mmaction - INFO - Epoch [58][380/1712] lr: 1.000e-03, eta: 23:40:58, time: 1.118, data_time: 0.012, memory: 5822, loss_cls: 3.0010, loss: 3.0010, grad_norm: 3.3190 2020-10-24 19:21:51,069 - mmaction - INFO - Epoch [58][400/1712] lr: 1.000e-03, eta: 23:40:34, time: 1.086, data_time: 0.010, memory: 5822, loss_cls: 3.0451, loss: 3.0451, grad_norm: 3.2565 2020-10-24 19:22:12,813 - mmaction - INFO - Epoch [58][420/1712] lr: 1.000e-03, eta: 23:40:09, time: 1.091, data_time: 0.008, memory: 5822, loss_cls: 3.0455, loss: 3.0455, grad_norm: 3.3267 2020-10-24 19:22:34,559 - mmaction - INFO - Epoch [58][440/1712] lr: 1.000e-03, eta: 23:39:45, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 3.0217, loss: 3.0217, grad_norm: 3.2705 2020-10-24 19:22:56,370 - mmaction - INFO - Epoch [58][460/1712] lr: 1.000e-03, eta: 23:39:20, time: 1.096, data_time: 0.011, memory: 5822, loss_cls: 3.0233, loss: 3.0233, grad_norm: 3.2466 2020-10-24 19:23:18,329 - mmaction - INFO - Epoch [58][480/1712] lr: 1.000e-03, eta: 23:38:56, time: 1.095, data_time: 0.007, memory: 5822, loss_cls: 3.0223, loss: 3.0223, grad_norm: 3.2505 2020-10-24 19:23:40,254 - mmaction - INFO - Epoch [58][500/1712] lr: 1.000e-03, eta: 23:38:32, time: 1.093, data_time: 0.007, memory: 5822, loss_cls: 3.0230, loss: 3.0230, grad_norm: 3.2067 2020-10-24 19:24:02,323 - mmaction - INFO - Epoch [58][520/1712] lr: 1.000e-03, eta: 23:38:08, time: 1.109, data_time: 0.011, memory: 5822, loss_cls: 3.0070, loss: 3.0070, grad_norm: 3.2898 2020-10-24 19:24:24,085 - mmaction - INFO - Epoch [58][540/1712] lr: 1.000e-03, eta: 23:37:43, time: 1.090, data_time: 0.010, memory: 5822, loss_cls: 2.9998, loss: 2.9998, grad_norm: 3.2646 2020-10-24 19:24:45,988 - mmaction - INFO - Epoch [58][560/1712] lr: 1.000e-03, eta: 23:37:19, time: 1.095, data_time: 0.010, memory: 5822, loss_cls: 3.0213, loss: 3.0213, grad_norm: 3.2309 2020-10-24 19:25:08,135 - mmaction - INFO - Epoch [58][580/1712] lr: 1.000e-03, eta: 23:36:55, time: 1.102, data_time: 0.005, memory: 5822, loss_cls: 3.0288, loss: 3.0288, grad_norm: 3.2336 2020-10-24 19:25:30,193 - mmaction - INFO - Epoch [58][600/1712] lr: 1.000e-03, eta: 23:36:31, time: 1.107, data_time: 0.012, memory: 5822, loss_cls: 2.9655, loss: 2.9655, grad_norm: 3.3425 2020-10-24 19:25:51,598 - mmaction - INFO - Epoch [58][620/1712] lr: 1.000e-03, eta: 23:36:06, time: 1.072, data_time: 0.007, memory: 5822, loss_cls: 3.0107, loss: 3.0107, grad_norm: 3.2610 2020-10-24 19:26:13,194 - mmaction - INFO - Epoch [58][640/1712] lr: 1.000e-03, eta: 23:35:41, time: 1.082, data_time: 0.007, memory: 5822, loss_cls: 2.9789, loss: 2.9789, grad_norm: 3.1876 2020-10-24 19:26:35,355 - mmaction - INFO - Epoch [58][660/1712] lr: 1.000e-03, eta: 23:35:17, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 2.9948, loss: 2.9948, grad_norm: 3.2912 2020-10-24 19:26:57,532 - mmaction - INFO - Epoch [58][680/1712] lr: 1.000e-03, eta: 23:34:53, time: 1.109, data_time: 0.007, memory: 5822, loss_cls: 3.0089, loss: 3.0089, grad_norm: 3.2859 2020-10-24 19:27:19,226 - mmaction - INFO - Epoch [58][700/1712] lr: 1.000e-03, eta: 23:34:29, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 2.9492, loss: 2.9492, grad_norm: 3.2292 2020-10-24 19:27:41,327 - mmaction - INFO - Epoch [58][720/1712] lr: 1.000e-03, eta: 23:34:05, time: 1.106, data_time: 0.003, memory: 5822, loss_cls: 3.0247, loss: 3.0247, grad_norm: 3.2921 2020-10-24 19:28:03,184 - mmaction - INFO - Epoch [58][740/1712] lr: 1.000e-03, eta: 23:33:40, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 3.0474, loss: 3.0474, grad_norm: 3.2758 2020-10-24 19:28:24,743 - mmaction - INFO - Epoch [58][760/1712] lr: 1.000e-03, eta: 23:33:16, time: 1.081, data_time: 0.006, memory: 5822, loss_cls: 3.0422, loss: 3.0422, grad_norm: 3.3390 2020-10-24 19:28:46,884 - mmaction - INFO - Epoch [58][780/1712] lr: 1.000e-03, eta: 23:32:52, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 3.0566, loss: 3.0566, grad_norm: 3.2804 2020-10-24 19:29:08,226 - mmaction - INFO - Epoch [58][800/1712] lr: 1.000e-03, eta: 23:32:27, time: 1.067, data_time: 0.001, memory: 5822, loss_cls: 3.0240, loss: 3.0240, grad_norm: 3.3002 2020-10-24 19:29:29,775 - mmaction - INFO - Epoch [58][820/1712] lr: 1.000e-03, eta: 23:32:02, time: 1.077, data_time: 0.003, memory: 5822, loss_cls: 2.9883, loss: 2.9883, grad_norm: 3.2854 2020-10-24 19:29:51,923 - mmaction - INFO - Epoch [58][840/1712] lr: 1.000e-03, eta: 23:31:38, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 3.0207, loss: 3.0207, grad_norm: 3.3045 2020-10-24 19:30:13,597 - mmaction - INFO - Epoch [58][860/1712] lr: 1.000e-03, eta: 23:31:14, time: 1.086, data_time: 0.008, memory: 5822, loss_cls: 3.0300, loss: 3.0300, grad_norm: 3.3330 2020-10-24 19:30:35,898 - mmaction - INFO - Epoch [58][880/1712] lr: 1.000e-03, eta: 23:30:50, time: 1.120, data_time: 0.007, memory: 5822, loss_cls: 2.9915, loss: 2.9915, grad_norm: 3.2929 2020-10-24 19:30:57,832 - mmaction - INFO - Epoch [58][900/1712] lr: 1.000e-03, eta: 23:30:25, time: 1.091, data_time: 0.001, memory: 5822, loss_cls: 2.9512, loss: 2.9512, grad_norm: 3.1547 2020-10-24 19:31:19,607 - mmaction - INFO - Epoch [58][920/1712] lr: 1.000e-03, eta: 23:30:01, time: 1.078, data_time: 0.010, memory: 5822, loss_cls: 3.0273, loss: 3.0273, grad_norm: 3.2951 2020-10-24 19:31:41,056 - mmaction - INFO - Epoch [58][940/1712] lr: 1.000e-03, eta: 23:29:36, time: 1.084, data_time: 0.020, memory: 5822, loss_cls: 3.0179, loss: 3.0179, grad_norm: 3.2883 2020-10-24 19:32:03,309 - mmaction - INFO - Epoch [58][960/1712] lr: 1.000e-03, eta: 23:29:12, time: 1.112, data_time: 0.008, memory: 5822, loss_cls: 3.0533, loss: 3.0533, grad_norm: 3.3455 2020-10-24 19:32:24,858 - mmaction - INFO - Epoch [58][980/1712] lr: 1.000e-03, eta: 23:28:48, time: 1.077, data_time: 0.007, memory: 5822, loss_cls: 3.0320, loss: 3.0320, grad_norm: 3.2847 2020-10-24 19:32:46,665 - mmaction - INFO - Epoch [58][1000/1712] lr: 1.000e-03, eta: 23:28:24, time: 1.096, data_time: 0.009, memory: 5822, loss_cls: 3.0133, loss: 3.0133, grad_norm: 3.2061 2020-10-24 19:33:08,452 - mmaction - INFO - Epoch [58][1020/1712] lr: 1.000e-03, eta: 23:27:59, time: 1.080, data_time: 0.004, memory: 5822, loss_cls: 3.0615, loss: 3.0615, grad_norm: 3.2492 2020-10-24 19:33:29,854 - mmaction - INFO - Epoch [58][1040/1712] lr: 1.000e-03, eta: 23:27:34, time: 1.065, data_time: 0.013, memory: 5822, loss_cls: 3.0739, loss: 3.0739, grad_norm: 3.3203 2020-10-24 19:33:51,976 - mmaction - INFO - Epoch [58][1060/1712] lr: 1.000e-03, eta: 23:27:10, time: 1.119, data_time: 0.017, memory: 5822, loss_cls: 3.0808, loss: 3.0808, grad_norm: 3.3549 2020-10-24 19:34:13,691 - mmaction - INFO - Epoch [58][1080/1712] lr: 1.000e-03, eta: 23:26:46, time: 1.083, data_time: 0.007, memory: 5822, loss_cls: 3.0376, loss: 3.0376, grad_norm: 3.3011 2020-10-24 19:34:35,572 - mmaction - INFO - Epoch [58][1100/1712] lr: 1.000e-03, eta: 23:26:22, time: 1.089, data_time: 0.008, memory: 5822, loss_cls: 3.0945, loss: 3.0945, grad_norm: 3.3771 2020-10-24 19:34:57,307 - mmaction - INFO - Epoch [58][1120/1712] lr: 1.000e-03, eta: 23:25:57, time: 1.084, data_time: 0.012, memory: 5822, loss_cls: 3.0529, loss: 3.0529, grad_norm: 3.3148 2020-10-24 19:35:19,146 - mmaction - INFO - Epoch [58][1140/1712] lr: 1.000e-03, eta: 23:25:33, time: 1.101, data_time: 0.012, memory: 5822, loss_cls: 3.0258, loss: 3.0258, grad_norm: 3.2013 2020-10-24 19:35:40,727 - mmaction - INFO - Epoch [58][1160/1712] lr: 1.000e-03, eta: 23:25:08, time: 1.080, data_time: 0.007, memory: 5822, loss_cls: 3.0319, loss: 3.0319, grad_norm: 3.3595 2020-10-24 19:36:02,262 - mmaction - INFO - Epoch [58][1180/1712] lr: 1.000e-03, eta: 23:24:44, time: 1.074, data_time: 0.007, memory: 5822, loss_cls: 3.0623, loss: 3.0623, grad_norm: 3.3267 2020-10-24 19:36:23,972 - mmaction - INFO - Epoch [58][1200/1712] lr: 1.000e-03, eta: 23:24:20, time: 1.089, data_time: 0.005, memory: 5822, loss_cls: 3.0177, loss: 3.0177, grad_norm: 3.2776 2020-10-24 19:36:46,221 - mmaction - INFO - Epoch [58][1220/1712] lr: 1.000e-03, eta: 23:23:55, time: 1.104, data_time: 0.004, memory: 5822, loss_cls: 3.0758, loss: 3.0758, grad_norm: 3.3663 2020-10-24 19:37:08,121 - mmaction - INFO - Epoch [58][1240/1712] lr: 1.000e-03, eta: 23:23:31, time: 1.104, data_time: 0.011, memory: 5822, loss_cls: 3.0590, loss: 3.0590, grad_norm: 3.3562 2020-10-24 19:37:30,270 - mmaction - INFO - Epoch [58][1260/1712] lr: 1.000e-03, eta: 23:23:07, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 3.0201, loss: 3.0201, grad_norm: 3.2712 2020-10-24 19:37:51,576 - mmaction - INFO - Epoch [58][1280/1712] lr: 1.000e-03, eta: 23:22:42, time: 1.065, data_time: 0.004, memory: 5822, loss_cls: 3.0406, loss: 3.0406, grad_norm: 3.3454 2020-10-24 19:38:13,772 - mmaction - INFO - Epoch [58][1300/1712] lr: 1.000e-03, eta: 23:22:18, time: 1.111, data_time: 0.007, memory: 5822, loss_cls: 3.0489, loss: 3.0489, grad_norm: 3.3358 2020-10-24 19:38:35,753 - mmaction - INFO - Epoch [58][1320/1712] lr: 1.000e-03, eta: 23:21:54, time: 1.092, data_time: 0.004, memory: 5822, loss_cls: 3.0115, loss: 3.0115, grad_norm: 3.3203 2020-10-24 19:38:57,587 - mmaction - INFO - Epoch [58][1340/1712] lr: 1.000e-03, eta: 23:21:30, time: 1.098, data_time: 0.010, memory: 5822, loss_cls: 3.0466, loss: 3.0466, grad_norm: 3.2906 2020-10-24 19:39:19,601 - mmaction - INFO - Epoch [58][1360/1712] lr: 1.000e-03, eta: 23:21:06, time: 1.096, data_time: 0.001, memory: 5822, loss_cls: 3.0859, loss: 3.0859, grad_norm: 3.2938 2020-10-24 19:39:41,358 - mmaction - INFO - Epoch [58][1380/1712] lr: 1.000e-03, eta: 23:20:41, time: 1.083, data_time: 0.007, memory: 5822, loss_cls: 3.0306, loss: 3.0306, grad_norm: 3.3624 2020-10-24 19:40:02,844 - mmaction - INFO - Epoch [58][1400/1712] lr: 1.000e-03, eta: 23:20:17, time: 1.083, data_time: 0.012, memory: 5822, loss_cls: 3.0273, loss: 3.0273, grad_norm: 3.4368 2020-10-24 19:40:25,134 - mmaction - INFO - Epoch [58][1420/1712] lr: 1.000e-03, eta: 23:19:52, time: 1.099, data_time: 0.002, memory: 5822, loss_cls: 2.9492, loss: 2.9492, grad_norm: 3.2436 2020-10-24 19:40:46,813 - mmaction - INFO - Epoch [58][1440/1712] lr: 1.000e-03, eta: 23:19:28, time: 1.091, data_time: 0.017, memory: 5822, loss_cls: 3.0264, loss: 3.0264, grad_norm: 3.3109 2020-10-24 19:41:08,417 - mmaction - INFO - Epoch [58][1460/1712] lr: 1.000e-03, eta: 23:19:04, time: 1.087, data_time: 0.010, memory: 5822, loss_cls: 3.0421, loss: 3.0421, grad_norm: 3.3346 2020-10-24 19:41:31,100 - mmaction - INFO - Epoch [58][1480/1712] lr: 1.000e-03, eta: 23:18:40, time: 1.137, data_time: 0.006, memory: 5822, loss_cls: 3.0551, loss: 3.0551, grad_norm: 3.3425 2020-10-24 19:41:52,711 - mmaction - INFO - Epoch [58][1500/1712] lr: 1.000e-03, eta: 23:18:16, time: 1.076, data_time: 0.002, memory: 5822, loss_cls: 3.0019, loss: 3.0019, grad_norm: 3.2623 2020-10-24 19:42:14,457 - mmaction - INFO - Epoch [58][1520/1712] lr: 1.000e-03, eta: 23:17:51, time: 1.084, data_time: 0.010, memory: 5822, loss_cls: 3.0289, loss: 3.0289, grad_norm: 3.3149 2020-10-24 19:42:36,072 - mmaction - INFO - Epoch [58][1540/1712] lr: 1.000e-03, eta: 23:17:27, time: 1.086, data_time: 0.011, memory: 5822, loss_cls: 3.0593, loss: 3.0593, grad_norm: 3.3233 2020-10-24 19:42:58,154 - mmaction - INFO - Epoch [58][1560/1712] lr: 1.000e-03, eta: 23:17:03, time: 1.103, data_time: 0.005, memory: 5822, loss_cls: 3.0151, loss: 3.0151, grad_norm: 3.2775 2020-10-24 19:43:20,051 - mmaction - INFO - Epoch [58][1580/1712] lr: 1.000e-03, eta: 23:16:38, time: 1.093, data_time: 0.009, memory: 5822, loss_cls: 3.0150, loss: 3.0150, grad_norm: 3.2266 2020-10-24 19:43:41,637 - mmaction - INFO - Epoch [58][1600/1712] lr: 1.000e-03, eta: 23:16:14, time: 1.082, data_time: 0.010, memory: 5822, loss_cls: 3.0178, loss: 3.0178, grad_norm: 3.2831 2020-10-24 19:44:02,889 - mmaction - INFO - Epoch [58][1620/1712] lr: 1.000e-03, eta: 23:15:49, time: 1.063, data_time: 0.008, memory: 5822, loss_cls: 3.0208, loss: 3.0208, grad_norm: 3.3371 2020-10-24 19:44:24,836 - mmaction - INFO - Epoch [58][1640/1712] lr: 1.000e-03, eta: 23:15:25, time: 1.096, data_time: 0.006, memory: 5822, loss_cls: 3.0264, loss: 3.0264, grad_norm: 3.2741 2020-10-24 19:44:47,030 - mmaction - INFO - Epoch [58][1660/1712] lr: 1.000e-03, eta: 23:15:01, time: 1.109, data_time: 0.007, memory: 5822, loss_cls: 2.9899, loss: 2.9899, grad_norm: 3.2648 2020-10-24 19:45:08,300 - mmaction - INFO - Epoch [58][1680/1712] lr: 1.000e-03, eta: 23:14:36, time: 1.064, data_time: 0.007, memory: 5822, loss_cls: 2.9554, loss: 2.9554, grad_norm: 3.3108 2020-10-24 19:45:30,623 - mmaction - INFO - Epoch [58][1700/1712] lr: 1.000e-03, eta: 23:14:12, time: 1.114, data_time: 0.008, memory: 5822, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.2412 2020-10-24 19:46:19,615 - mmaction - INFO - Epoch [59][20/1712] lr: 1.000e-03, eta: 23:13:34, time: 1.796, data_time: 1.019, memory: 5822, loss_cls: 3.0210, loss: 3.0210, grad_norm: 3.2923 2020-10-24 19:46:41,720 - mmaction - INFO - Epoch [59][40/1712] lr: 1.000e-03, eta: 23:13:10, time: 1.122, data_time: 0.121, memory: 5822, loss_cls: 3.0375, loss: 3.0375, grad_norm: 3.3764 2020-10-24 19:47:04,323 - mmaction - INFO - Epoch [59][60/1712] lr: 1.000e-03, eta: 23:12:46, time: 1.130, data_time: 0.387, memory: 5822, loss_cls: 3.0379, loss: 3.0379, grad_norm: 3.3290 2020-10-24 19:47:26,462 - mmaction - INFO - Epoch [59][80/1712] lr: 1.000e-03, eta: 23:12:22, time: 1.105, data_time: 0.453, memory: 5822, loss_cls: 3.0015, loss: 3.0015, grad_norm: 3.2490 2020-10-24 19:47:48,573 - mmaction - INFO - Epoch [59][100/1712] lr: 1.000e-03, eta: 23:11:58, time: 1.108, data_time: 0.283, memory: 5822, loss_cls: 3.0340, loss: 3.0340, grad_norm: 3.2426 2020-10-24 19:48:10,551 - mmaction - INFO - Epoch [59][120/1712] lr: 1.000e-03, eta: 23:11:34, time: 1.099, data_time: 0.264, memory: 5822, loss_cls: 3.0510, loss: 3.0510, grad_norm: 3.2919 2020-10-24 19:48:33,023 - mmaction - INFO - Epoch [59][140/1712] lr: 1.000e-03, eta: 23:11:10, time: 1.113, data_time: 0.412, memory: 5822, loss_cls: 3.0727, loss: 3.0727, grad_norm: 3.3009 2020-10-24 19:48:55,192 - mmaction - INFO - Epoch [59][160/1712] lr: 1.000e-03, eta: 23:10:46, time: 1.117, data_time: 0.423, memory: 5822, loss_cls: 2.9810, loss: 2.9810, grad_norm: 3.3254 2020-10-24 19:49:17,113 - mmaction - INFO - Epoch [59][180/1712] lr: 1.000e-03, eta: 23:10:22, time: 1.098, data_time: 0.361, memory: 5822, loss_cls: 3.0154, loss: 3.0154, grad_norm: 3.3511 2020-10-24 19:49:39,910 - mmaction - INFO - Epoch [59][200/1712] lr: 1.000e-03, eta: 23:09:58, time: 1.138, data_time: 0.485, memory: 5822, loss_cls: 3.0510, loss: 3.0510, grad_norm: 3.4262 2020-10-24 19:50:01,795 - mmaction - INFO - Epoch [59][220/1712] lr: 1.000e-03, eta: 23:09:34, time: 1.087, data_time: 0.275, memory: 5822, loss_cls: 2.9976, loss: 2.9976, grad_norm: 3.3413 2020-10-24 19:50:24,402 - mmaction - INFO - Epoch [59][240/1712] lr: 1.000e-03, eta: 23:09:10, time: 1.137, data_time: 0.130, memory: 5822, loss_cls: 3.0293, loss: 3.0293, grad_norm: 3.3199 2020-10-24 19:50:46,403 - mmaction - INFO - Epoch [59][260/1712] lr: 1.000e-03, eta: 23:08:46, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 2.9845, loss: 2.9845, grad_norm: 3.2857 2020-10-24 19:51:08,250 - mmaction - INFO - Epoch [59][280/1712] lr: 1.000e-03, eta: 23:08:22, time: 1.097, data_time: 0.007, memory: 5822, loss_cls: 3.0350, loss: 3.0350, grad_norm: 3.3163 2020-10-24 19:51:30,209 - mmaction - INFO - Epoch [59][300/1712] lr: 1.000e-03, eta: 23:07:58, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 3.0321, loss: 3.0321, grad_norm: 3.2463 2020-10-24 19:51:52,204 - mmaction - INFO - Epoch [59][320/1712] lr: 1.000e-03, eta: 23:07:33, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.2785 2020-10-24 19:52:13,692 - mmaction - INFO - Epoch [59][340/1712] lr: 1.000e-03, eta: 23:07:09, time: 1.076, data_time: 0.013, memory: 5822, loss_cls: 2.9627, loss: 2.9627, grad_norm: 3.3001 2020-10-24 19:52:35,199 - mmaction - INFO - Epoch [59][360/1712] lr: 1.000e-03, eta: 23:06:44, time: 1.081, data_time: 0.009, memory: 5822, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.2799 2020-10-24 19:52:57,078 - mmaction - INFO - Epoch [59][380/1712] lr: 1.000e-03, eta: 23:06:20, time: 1.091, data_time: 0.004, memory: 5822, loss_cls: 2.9837, loss: 2.9837, grad_norm: 3.3022 2020-10-24 19:53:19,340 - mmaction - INFO - Epoch [59][400/1712] lr: 1.000e-03, eta: 23:05:56, time: 1.110, data_time: 0.007, memory: 5822, loss_cls: 2.9991, loss: 2.9991, grad_norm: 3.2891 2020-10-24 19:53:40,367 - mmaction - INFO - Epoch [59][420/1712] lr: 1.000e-03, eta: 23:05:31, time: 1.058, data_time: 0.011, memory: 5822, loss_cls: 3.0208, loss: 3.0208, grad_norm: 3.3507 2020-10-24 19:54:02,678 - mmaction - INFO - Epoch [59][440/1712] lr: 1.000e-03, eta: 23:05:07, time: 1.116, data_time: 0.001, memory: 5822, loss_cls: 3.0486, loss: 3.0486, grad_norm: 3.2858 2020-10-24 19:54:24,339 - mmaction - INFO - Epoch [59][460/1712] lr: 1.000e-03, eta: 23:04:43, time: 1.080, data_time: 0.001, memory: 5822, loss_cls: 2.9879, loss: 2.9879, grad_norm: 3.2859 2020-10-24 19:54:45,729 - mmaction - INFO - Epoch [59][480/1712] lr: 1.000e-03, eta: 23:04:18, time: 1.072, data_time: 0.010, memory: 5822, loss_cls: 3.0069, loss: 3.0069, grad_norm: 3.2765 2020-10-24 19:55:08,227 - mmaction - INFO - Epoch [59][500/1712] lr: 1.000e-03, eta: 23:03:55, time: 1.121, data_time: 0.002, memory: 5822, loss_cls: 3.0327, loss: 3.0327, grad_norm: 3.2456 2020-10-24 19:55:29,946 - mmaction - INFO - Epoch [59][520/1712] lr: 1.000e-03, eta: 23:03:30, time: 1.088, data_time: 0.005, memory: 5822, loss_cls: 3.0352, loss: 3.0352, grad_norm: 3.3123 2020-10-24 19:55:52,212 - mmaction - INFO - Epoch [59][540/1712] lr: 1.000e-03, eta: 23:03:06, time: 1.113, data_time: 0.005, memory: 5822, loss_cls: 3.0027, loss: 3.0027, grad_norm: 3.2599 2020-10-24 19:56:13,830 - mmaction - INFO - Epoch [59][560/1712] lr: 1.000e-03, eta: 23:02:42, time: 1.073, data_time: 0.004, memory: 5822, loss_cls: 3.0132, loss: 3.0132, grad_norm: 3.2729 2020-10-24 19:56:34,971 - mmaction - INFO - Epoch [59][580/1712] lr: 1.000e-03, eta: 23:02:17, time: 1.065, data_time: 0.011, memory: 5822, loss_cls: 2.9903, loss: 2.9903, grad_norm: 3.2301 2020-10-24 19:56:56,464 - mmaction - INFO - Epoch [59][600/1712] lr: 1.000e-03, eta: 23:01:53, time: 1.076, data_time: 0.005, memory: 5822, loss_cls: 3.0068, loss: 3.0068, grad_norm: 3.3136 2020-10-24 19:57:18,061 - mmaction - INFO - Epoch [59][620/1712] lr: 1.000e-03, eta: 23:01:28, time: 1.070, data_time: 0.002, memory: 5822, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.3574 2020-10-24 19:57:40,358 - mmaction - INFO - Epoch [59][640/1712] lr: 1.000e-03, eta: 23:01:04, time: 1.124, data_time: 0.012, memory: 5822, loss_cls: 2.9905, loss: 2.9905, grad_norm: 3.2763 2020-10-24 19:58:02,398 - mmaction - INFO - Epoch [59][660/1712] lr: 1.000e-03, eta: 23:00:40, time: 1.101, data_time: 0.003, memory: 5822, loss_cls: 2.9831, loss: 2.9831, grad_norm: 3.2569 2020-10-24 19:58:24,199 - mmaction - INFO - Epoch [59][680/1712] lr: 1.000e-03, eta: 23:00:16, time: 1.091, data_time: 0.004, memory: 5822, loss_cls: 2.9924, loss: 2.9924, grad_norm: 3.2754 2020-10-24 19:58:46,059 - mmaction - INFO - Epoch [59][700/1712] lr: 1.000e-03, eta: 22:59:52, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 3.0759, loss: 3.0759, grad_norm: 3.2728 2020-10-24 19:59:08,351 - mmaction - INFO - Epoch [59][720/1712] lr: 1.000e-03, eta: 22:59:28, time: 1.115, data_time: 0.010, memory: 5822, loss_cls: 3.0031, loss: 3.0031, grad_norm: 3.3238 2020-10-24 19:59:30,192 - mmaction - INFO - Epoch [59][740/1712] lr: 1.000e-03, eta: 22:59:03, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 3.0384, loss: 3.0384, grad_norm: 3.3158 2020-10-24 19:59:51,913 - mmaction - INFO - Epoch [59][760/1712] lr: 1.000e-03, eta: 22:58:39, time: 1.094, data_time: 0.010, memory: 5822, loss_cls: 3.0237, loss: 3.0237, grad_norm: 3.3574 2020-10-24 20:00:13,056 - mmaction - INFO - Epoch [59][780/1712] lr: 1.000e-03, eta: 22:58:14, time: 1.053, data_time: 0.003, memory: 5822, loss_cls: 3.0197, loss: 3.0197, grad_norm: 3.3628 2020-10-24 20:00:35,663 - mmaction - INFO - Epoch [59][800/1712] lr: 1.000e-03, eta: 22:57:50, time: 1.128, data_time: 0.020, memory: 5822, loss_cls: 2.9700, loss: 2.9700, grad_norm: 3.2063 2020-10-24 20:00:57,483 - mmaction - INFO - Epoch [59][820/1712] lr: 1.000e-03, eta: 22:57:26, time: 1.092, data_time: 0.009, memory: 5822, loss_cls: 3.0650, loss: 3.0650, grad_norm: 3.3166 2020-10-24 20:01:19,339 - mmaction - INFO - Epoch [59][840/1712] lr: 1.000e-03, eta: 22:57:02, time: 1.085, data_time: 0.006, memory: 5822, loss_cls: 2.9891, loss: 2.9891, grad_norm: 3.2642 2020-10-24 20:01:41,329 - mmaction - INFO - Epoch [59][860/1712] lr: 1.000e-03, eta: 22:56:38, time: 1.106, data_time: 0.015, memory: 5822, loss_cls: 3.0603, loss: 3.0603, grad_norm: 3.3465 2020-10-24 20:02:03,118 - mmaction - INFO - Epoch [59][880/1712] lr: 1.000e-03, eta: 22:56:14, time: 1.091, data_time: 0.009, memory: 5822, loss_cls: 3.1020, loss: 3.1020, grad_norm: 3.4169 2020-10-24 20:02:24,675 - mmaction - INFO - Epoch [59][900/1712] lr: 1.000e-03, eta: 22:55:49, time: 1.082, data_time: 0.007, memory: 5822, loss_cls: 3.0422, loss: 3.0422, grad_norm: 3.3239 2020-10-24 20:02:47,080 - mmaction - INFO - Epoch [59][920/1712] lr: 1.000e-03, eta: 22:55:25, time: 1.118, data_time: 0.002, memory: 5822, loss_cls: 3.0441, loss: 3.0441, grad_norm: 3.3115 2020-10-24 20:03:09,453 - mmaction - INFO - Epoch [59][940/1712] lr: 1.000e-03, eta: 22:55:01, time: 1.116, data_time: 0.005, memory: 5822, loss_cls: 3.0370, loss: 3.0370, grad_norm: 3.3259 2020-10-24 20:03:30,577 - mmaction - INFO - Epoch [59][960/1712] lr: 1.000e-03, eta: 22:54:37, time: 1.061, data_time: 0.006, memory: 5822, loss_cls: 3.0597, loss: 3.0597, grad_norm: 3.2989 2020-10-24 20:03:51,574 - mmaction - INFO - Epoch [59][980/1712] lr: 1.000e-03, eta: 22:54:12, time: 1.050, data_time: 0.002, memory: 5822, loss_cls: 3.0445, loss: 3.0445, grad_norm: 3.2849 2020-10-24 20:04:13,234 - mmaction - INFO - Epoch [59][1000/1712] lr: 1.000e-03, eta: 22:53:47, time: 1.077, data_time: 0.005, memory: 5822, loss_cls: 3.0338, loss: 3.0338, grad_norm: 3.3235 2020-10-24 20:04:35,050 - mmaction - INFO - Epoch [59][1020/1712] lr: 1.000e-03, eta: 22:53:23, time: 1.094, data_time: 0.006, memory: 5822, loss_cls: 2.9887, loss: 2.9887, grad_norm: 3.2715 2020-10-24 20:04:56,188 - mmaction - INFO - Epoch [59][1040/1712] lr: 1.000e-03, eta: 22:52:58, time: 1.055, data_time: 0.003, memory: 5822, loss_cls: 3.0541, loss: 3.0541, grad_norm: 3.3899 2020-10-24 20:05:18,718 - mmaction - INFO - Epoch [59][1060/1712] lr: 1.000e-03, eta: 22:52:35, time: 1.123, data_time: 0.009, memory: 5822, loss_cls: 2.9737, loss: 2.9737, grad_norm: 3.3146 2020-10-24 20:05:40,147 - mmaction - INFO - Epoch [59][1080/1712] lr: 1.000e-03, eta: 22:52:10, time: 1.072, data_time: 0.009, memory: 5822, loss_cls: 2.9841, loss: 2.9841, grad_norm: 3.2647 2020-10-24 20:06:01,936 - mmaction - INFO - Epoch [59][1100/1712] lr: 1.000e-03, eta: 22:51:46, time: 1.094, data_time: 0.014, memory: 5822, loss_cls: 3.0832, loss: 3.0832, grad_norm: 3.3598 2020-10-24 20:06:23,537 - mmaction - INFO - Epoch [59][1120/1712] lr: 1.000e-03, eta: 22:51:21, time: 1.074, data_time: 0.006, memory: 5822, loss_cls: 3.0296, loss: 3.0296, grad_norm: 3.2554 2020-10-24 20:06:45,529 - mmaction - INFO - Epoch [59][1140/1712] lr: 1.000e-03, eta: 22:50:57, time: 1.108, data_time: 0.012, memory: 5822, loss_cls: 3.0401, loss: 3.0401, grad_norm: 3.3755 2020-10-24 20:07:07,231 - mmaction - INFO - Epoch [59][1160/1712] lr: 1.000e-03, eta: 22:50:33, time: 1.082, data_time: 0.005, memory: 5822, loss_cls: 3.1469, loss: 3.1469, grad_norm: 3.4101 2020-10-24 20:07:29,475 - mmaction - INFO - Epoch [59][1180/1712] lr: 1.000e-03, eta: 22:50:09, time: 1.112, data_time: 0.007, memory: 5822, loss_cls: 3.0546, loss: 3.0546, grad_norm: 3.4013 2020-10-24 20:07:51,610 - mmaction - INFO - Epoch [59][1200/1712] lr: 1.000e-03, eta: 22:49:45, time: 1.109, data_time: 0.006, memory: 5822, loss_cls: 3.0162, loss: 3.0162, grad_norm: 3.2599 2020-10-24 20:08:13,281 - mmaction - INFO - Epoch [59][1220/1712] lr: 1.000e-03, eta: 22:49:21, time: 1.083, data_time: 0.003, memory: 5822, loss_cls: 3.0409, loss: 3.0409, grad_norm: 3.3237 2020-10-24 20:08:35,208 - mmaction - INFO - Epoch [59][1240/1712] lr: 1.000e-03, eta: 22:48:56, time: 1.096, data_time: 0.003, memory: 5822, loss_cls: 2.9701, loss: 2.9701, grad_norm: 3.2524 2020-10-24 20:08:56,945 - mmaction - INFO - Epoch [59][1260/1712] lr: 1.000e-03, eta: 22:48:32, time: 1.080, data_time: 0.004, memory: 5822, loss_cls: 3.0523, loss: 3.0523, grad_norm: 3.3920 2020-10-24 20:09:19,396 - mmaction - INFO - Epoch [59][1280/1712] lr: 1.000e-03, eta: 22:48:08, time: 1.128, data_time: 0.014, memory: 5822, loss_cls: 3.0676, loss: 3.0676, grad_norm: 3.4625 2020-10-24 20:09:41,173 - mmaction - INFO - Epoch [59][1300/1712] lr: 1.000e-03, eta: 22:47:44, time: 1.085, data_time: 0.006, memory: 5822, loss_cls: 3.0436, loss: 3.0436, grad_norm: 3.3803 2020-10-24 20:10:02,685 - mmaction - INFO - Epoch [59][1320/1712] lr: 1.000e-03, eta: 22:47:20, time: 1.078, data_time: 0.008, memory: 5822, loss_cls: 3.0341, loss: 3.0341, grad_norm: 3.3137 2020-10-24 20:10:24,298 - mmaction - INFO - Epoch [59][1340/1712] lr: 1.000e-03, eta: 22:46:55, time: 1.083, data_time: 0.010, memory: 5822, loss_cls: 3.0753, loss: 3.0753, grad_norm: 3.3901 2020-10-24 20:10:45,805 - mmaction - INFO - Epoch [59][1360/1712] lr: 1.000e-03, eta: 22:46:31, time: 1.068, data_time: 0.004, memory: 5822, loss_cls: 3.0548, loss: 3.0548, grad_norm: 3.3475 2020-10-24 20:11:07,402 - mmaction - INFO - Epoch [59][1380/1712] lr: 1.000e-03, eta: 22:46:06, time: 1.086, data_time: 0.011, memory: 5822, loss_cls: 3.0456, loss: 3.0456, grad_norm: 3.3135 2020-10-24 20:11:29,246 - mmaction - INFO - Epoch [59][1400/1712] lr: 1.000e-03, eta: 22:45:42, time: 1.092, data_time: 0.006, memory: 5822, loss_cls: 3.0471, loss: 3.0471, grad_norm: 3.2957 2020-10-24 20:11:50,959 - mmaction - INFO - Epoch [59][1420/1712] lr: 1.000e-03, eta: 22:45:18, time: 1.084, data_time: 0.005, memory: 5822, loss_cls: 2.9946, loss: 2.9946, grad_norm: 3.2981 2020-10-24 20:12:12,773 - mmaction - INFO - Epoch [59][1440/1712] lr: 1.000e-03, eta: 22:44:53, time: 1.089, data_time: 0.005, memory: 5822, loss_cls: 2.9979, loss: 2.9979, grad_norm: 3.2654 2020-10-24 20:12:35,111 - mmaction - INFO - Epoch [59][1460/1712] lr: 1.000e-03, eta: 22:44:30, time: 1.120, data_time: 0.013, memory: 5822, loss_cls: 3.0137, loss: 3.0137, grad_norm: 3.3538 2020-10-24 20:12:55,994 - mmaction - INFO - Epoch [59][1480/1712] lr: 1.000e-03, eta: 22:44:05, time: 1.046, data_time: 0.005, memory: 5822, loss_cls: 3.0161, loss: 3.0161, grad_norm: 3.3243 2020-10-24 20:13:18,438 - mmaction - INFO - Epoch [59][1500/1712] lr: 1.000e-03, eta: 22:43:41, time: 1.113, data_time: 0.001, memory: 5822, loss_cls: 3.0096, loss: 3.0096, grad_norm: 3.3160 2020-10-24 20:13:40,364 - mmaction - INFO - Epoch [59][1520/1712] lr: 1.000e-03, eta: 22:43:17, time: 1.100, data_time: 0.010, memory: 5822, loss_cls: 3.0209, loss: 3.0209, grad_norm: 3.3602 2020-10-24 20:14:02,199 - mmaction - INFO - Epoch [59][1540/1712] lr: 1.000e-03, eta: 22:42:53, time: 1.098, data_time: 0.011, memory: 5822, loss_cls: 2.9520, loss: 2.9520, grad_norm: 3.2752 2020-10-24 20:14:23,867 - mmaction - INFO - Epoch [59][1560/1712] lr: 1.000e-03, eta: 22:42:28, time: 1.083, data_time: 0.003, memory: 5822, loss_cls: 2.9857, loss: 2.9857, grad_norm: 3.2719 2020-10-24 20:14:46,269 - mmaction - INFO - Epoch [59][1580/1712] lr: 1.000e-03, eta: 22:42:04, time: 1.113, data_time: 0.003, memory: 5822, loss_cls: 3.0371, loss: 3.0371, grad_norm: 3.2918 2020-10-24 20:15:08,822 - mmaction - INFO - Epoch [59][1600/1712] lr: 1.000e-03, eta: 22:41:41, time: 1.133, data_time: 0.009, memory: 5822, loss_cls: 2.9901, loss: 2.9901, grad_norm: 3.3205 2020-10-24 20:15:29,920 - mmaction - INFO - Epoch [59][1620/1712] lr: 1.000e-03, eta: 22:41:16, time: 1.055, data_time: 0.004, memory: 5822, loss_cls: 3.0387, loss: 3.0387, grad_norm: 3.3034 2020-10-24 20:15:51,841 - mmaction - INFO - Epoch [59][1640/1712] lr: 1.000e-03, eta: 22:40:52, time: 1.094, data_time: 0.006, memory: 5822, loss_cls: 3.0183, loss: 3.0183, grad_norm: 3.3728 2020-10-24 20:16:13,709 - mmaction - INFO - Epoch [59][1660/1712] lr: 1.000e-03, eta: 22:40:28, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 2.9875, loss: 2.9875, grad_norm: 3.3163 2020-10-24 20:16:34,998 - mmaction - INFO - Epoch [59][1680/1712] lr: 1.000e-03, eta: 22:40:03, time: 1.058, data_time: 0.007, memory: 5822, loss_cls: 2.9935, loss: 2.9935, grad_norm: 3.3816 2020-10-24 20:16:56,565 - mmaction - INFO - Epoch [59][1700/1712] lr: 1.000e-03, eta: 22:39:39, time: 1.079, data_time: 0.010, memory: 5822, loss_cls: 3.0356, loss: 3.0356, grad_norm: 3.4032 2020-10-24 20:17:44,838 - mmaction - INFO - Epoch [60][20/1712] lr: 1.000e-03, eta: 22:39:00, time: 1.785, data_time: 0.979, memory: 5822, loss_cls: 3.0271, loss: 3.0271, grad_norm: 3.3169 2020-10-24 20:18:09,405 - mmaction - INFO - Epoch [60][40/1712] lr: 1.000e-03, eta: 22:38:38, time: 1.230, data_time: 0.073, memory: 5822, loss_cls: 2.9761, loss: 2.9761, grad_norm: 3.2778 2020-10-24 20:18:32,104 - mmaction - INFO - Epoch [60][60/1712] lr: 1.000e-03, eta: 22:38:14, time: 1.134, data_time: 0.002, memory: 5822, loss_cls: 3.0295, loss: 3.0295, grad_norm: 3.3186 2020-10-24 20:18:54,154 - mmaction - INFO - Epoch [60][80/1712] lr: 1.000e-03, eta: 22:37:50, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 2.9864, loss: 2.9864, grad_norm: 3.3699 2020-10-24 20:19:16,485 - mmaction - INFO - Epoch [60][100/1712] lr: 1.000e-03, eta: 22:37:26, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 3.0291, loss: 3.0291, grad_norm: 3.3174 2020-10-24 20:19:39,973 - mmaction - INFO - Epoch [60][120/1712] lr: 1.000e-03, eta: 22:37:03, time: 1.174, data_time: 0.001, memory: 5822, loss_cls: 3.0598, loss: 3.0598, grad_norm: 3.4089 2020-10-24 20:20:02,454 - mmaction - INFO - Epoch [60][140/1712] lr: 1.000e-03, eta: 22:36:40, time: 1.119, data_time: 0.008, memory: 5822, loss_cls: 3.0363, loss: 3.0363, grad_norm: 3.3794 2020-10-24 20:20:24,169 - mmaction - INFO - Epoch [60][160/1712] lr: 1.000e-03, eta: 22:36:15, time: 1.090, data_time: 0.007, memory: 5822, loss_cls: 3.0559, loss: 3.0559, grad_norm: 3.3825 2020-10-24 20:20:46,343 - mmaction - INFO - Epoch [60][180/1712] lr: 1.000e-03, eta: 22:35:51, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 3.0166, loss: 3.0166, grad_norm: 3.2651 2020-10-24 20:21:08,365 - mmaction - INFO - Epoch [60][200/1712] lr: 1.000e-03, eta: 22:35:27, time: 1.110, data_time: 0.010, memory: 5822, loss_cls: 3.0624, loss: 3.0624, grad_norm: 3.3738 2020-10-24 20:21:30,554 - mmaction - INFO - Epoch [60][220/1712] lr: 1.000e-03, eta: 22:35:03, time: 1.109, data_time: 0.007, memory: 5822, loss_cls: 3.0071, loss: 3.0071, grad_norm: 3.2444 2020-10-24 20:21:52,552 - mmaction - INFO - Epoch [60][240/1712] lr: 1.000e-03, eta: 22:34:39, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.0564, loss: 3.0564, grad_norm: 3.2897 2020-10-24 20:22:14,311 - mmaction - INFO - Epoch [60][260/1712] lr: 1.000e-03, eta: 22:34:15, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.0403, loss: 3.0403, grad_norm: 3.3156 2020-10-24 20:22:36,343 - mmaction - INFO - Epoch [60][280/1712] lr: 1.000e-03, eta: 22:33:51, time: 1.107, data_time: 0.012, memory: 5822, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.3004 2020-10-24 20:22:58,281 - mmaction - INFO - Epoch [60][300/1712] lr: 1.000e-03, eta: 22:33:27, time: 1.094, data_time: 0.001, memory: 5822, loss_cls: 3.0416, loss: 3.0416, grad_norm: 3.2912 2020-10-24 20:23:20,461 - mmaction - INFO - Epoch [60][320/1712] lr: 1.000e-03, eta: 22:33:03, time: 1.105, data_time: 0.005, memory: 5822, loss_cls: 3.0839, loss: 3.0839, grad_norm: 3.4270 2020-10-24 20:23:42,468 - mmaction - INFO - Epoch [60][340/1712] lr: 1.000e-03, eta: 22:32:39, time: 1.101, data_time: 0.010, memory: 5822, loss_cls: 2.9949, loss: 2.9949, grad_norm: 3.2279 2020-10-24 20:24:04,330 - mmaction - INFO - Epoch [60][360/1712] lr: 1.000e-03, eta: 22:32:14, time: 1.098, data_time: 0.010, memory: 5822, loss_cls: 3.0656, loss: 3.0656, grad_norm: 3.3544 2020-10-24 20:24:26,068 - mmaction - INFO - Epoch [60][380/1712] lr: 1.000e-03, eta: 22:31:50, time: 1.085, data_time: 0.007, memory: 5822, loss_cls: 3.0025, loss: 3.0025, grad_norm: 3.2686 2020-10-24 20:24:48,163 - mmaction - INFO - Epoch [60][400/1712] lr: 1.000e-03, eta: 22:31:26, time: 1.109, data_time: 0.006, memory: 5822, loss_cls: 3.0632, loss: 3.0632, grad_norm: 3.3576 2020-10-24 20:25:10,256 - mmaction - INFO - Epoch [60][420/1712] lr: 1.000e-03, eta: 22:31:02, time: 1.101, data_time: 0.002, memory: 5822, loss_cls: 3.0061, loss: 3.0061, grad_norm: 3.3421 2020-10-24 20:25:31,590 - mmaction - INFO - Epoch [60][440/1712] lr: 1.000e-03, eta: 22:30:38, time: 1.070, data_time: 0.008, memory: 5822, loss_cls: 3.0160, loss: 3.0160, grad_norm: 3.3135 2020-10-24 20:25:53,412 - mmaction - INFO - Epoch [60][460/1712] lr: 1.000e-03, eta: 22:30:13, time: 1.081, data_time: 0.002, memory: 5822, loss_cls: 3.0681, loss: 3.0681, grad_norm: 3.3864 2020-10-24 20:26:16,283 - mmaction - INFO - Epoch [60][480/1712] lr: 1.000e-03, eta: 22:29:50, time: 1.152, data_time: 0.014, memory: 5822, loss_cls: 2.9872, loss: 2.9872, grad_norm: 3.2322 2020-10-24 20:26:37,680 - mmaction - INFO - Epoch [60][500/1712] lr: 1.000e-03, eta: 22:29:25, time: 1.072, data_time: 0.006, memory: 5822, loss_cls: 2.9958, loss: 2.9958, grad_norm: 3.2902 2020-10-24 20:26:59,325 - mmaction - INFO - Epoch [60][520/1712] lr: 1.000e-03, eta: 22:29:01, time: 1.083, data_time: 0.003, memory: 5822, loss_cls: 2.9929, loss: 2.9929, grad_norm: 3.3436 2020-10-24 20:27:21,932 - mmaction - INFO - Epoch [60][540/1712] lr: 1.000e-03, eta: 22:28:37, time: 1.129, data_time: 0.022, memory: 5822, loss_cls: 3.0543, loss: 3.0543, grad_norm: 3.3501 2020-10-24 20:27:43,848 - mmaction - INFO - Epoch [60][560/1712] lr: 1.000e-03, eta: 22:28:13, time: 1.095, data_time: 0.003, memory: 5822, loss_cls: 3.0215, loss: 3.0215, grad_norm: 3.2851 2020-10-24 20:28:05,894 - mmaction - INFO - Epoch [60][580/1712] lr: 1.000e-03, eta: 22:27:49, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 3.0373, loss: 3.0373, grad_norm: 3.2783 2020-10-24 20:28:28,084 - mmaction - INFO - Epoch [60][600/1712] lr: 1.000e-03, eta: 22:27:25, time: 1.107, data_time: 0.001, memory: 5822, loss_cls: 3.0460, loss: 3.0460, grad_norm: 3.4183 2020-10-24 20:28:50,148 - mmaction - INFO - Epoch [60][620/1712] lr: 1.000e-03, eta: 22:27:01, time: 1.103, data_time: 0.006, memory: 5822, loss_cls: 3.0307, loss: 3.0307, grad_norm: 3.3784 2020-10-24 20:29:12,567 - mmaction - INFO - Epoch [60][640/1712] lr: 1.000e-03, eta: 22:26:37, time: 1.123, data_time: 0.004, memory: 5822, loss_cls: 3.0409, loss: 3.0409, grad_norm: 3.3213 2020-10-24 20:29:34,491 - mmaction - INFO - Epoch [60][660/1712] lr: 1.000e-03, eta: 22:26:13, time: 1.088, data_time: 0.001, memory: 5822, loss_cls: 3.0398, loss: 3.0398, grad_norm: 3.2825 2020-10-24 20:29:56,351 - mmaction - INFO - Epoch [60][680/1712] lr: 1.000e-03, eta: 22:25:49, time: 1.095, data_time: 0.013, memory: 5822, loss_cls: 3.0264, loss: 3.0264, grad_norm: 3.2399 2020-10-24 20:30:18,332 - mmaction - INFO - Epoch [60][700/1712] lr: 1.000e-03, eta: 22:25:25, time: 1.104, data_time: 0.010, memory: 5822, loss_cls: 2.9792, loss: 2.9792, grad_norm: 3.2734 2020-10-24 20:30:40,804 - mmaction - INFO - Epoch [60][720/1712] lr: 1.000e-03, eta: 22:25:01, time: 1.122, data_time: 0.005, memory: 5822, loss_cls: 3.0034, loss: 3.0034, grad_norm: 3.3011 2020-10-24 20:31:02,795 - mmaction - INFO - Epoch [60][740/1712] lr: 1.000e-03, eta: 22:24:37, time: 1.095, data_time: 0.005, memory: 5822, loss_cls: 3.0269, loss: 3.0269, grad_norm: 3.3579 2020-10-24 20:31:24,151 - mmaction - INFO - Epoch [60][760/1712] lr: 1.000e-03, eta: 22:24:13, time: 1.074, data_time: 0.009, memory: 5822, loss_cls: 3.0002, loss: 3.0002, grad_norm: 3.3561 2020-10-24 20:31:46,030 - mmaction - INFO - Epoch [60][780/1712] lr: 1.000e-03, eta: 22:23:48, time: 1.084, data_time: 0.002, memory: 5822, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.3627 2020-10-24 20:32:07,640 - mmaction - INFO - Epoch [60][800/1712] lr: 1.000e-03, eta: 22:23:24, time: 1.084, data_time: 0.012, memory: 5822, loss_cls: 2.9843, loss: 2.9843, grad_norm: 3.3033 2020-10-24 20:32:29,441 - mmaction - INFO - Epoch [60][820/1712] lr: 1.000e-03, eta: 22:23:00, time: 1.092, data_time: 0.010, memory: 5822, loss_cls: 3.0154, loss: 3.0154, grad_norm: 3.3181 2020-10-24 20:32:52,034 - mmaction - INFO - Epoch [60][840/1712] lr: 1.000e-03, eta: 22:22:36, time: 1.134, data_time: 0.008, memory: 5822, loss_cls: 2.9522, loss: 2.9522, grad_norm: 3.2304 2020-10-24 20:33:14,056 - mmaction - INFO - Epoch [60][860/1712] lr: 1.000e-03, eta: 22:22:12, time: 1.099, data_time: 0.003, memory: 5822, loss_cls: 3.0650, loss: 3.0650, grad_norm: 3.4426 2020-10-24 20:33:35,708 - mmaction - INFO - Epoch [60][880/1712] lr: 1.000e-03, eta: 22:21:48, time: 1.084, data_time: 0.004, memory: 5822, loss_cls: 3.0392, loss: 3.0392, grad_norm: 3.2462 2020-10-24 20:33:57,145 - mmaction - INFO - Epoch [60][900/1712] lr: 1.000e-03, eta: 22:21:24, time: 1.072, data_time: 0.002, memory: 5822, loss_cls: 3.0114, loss: 3.0114, grad_norm: 3.2860 2020-10-24 20:34:19,006 - mmaction - INFO - Epoch [60][920/1712] lr: 1.000e-03, eta: 22:20:59, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 2.9922, loss: 2.9922, grad_norm: 3.2821 2020-10-24 20:34:41,141 - mmaction - INFO - Epoch [60][940/1712] lr: 1.000e-03, eta: 22:20:35, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 3.0997, loss: 3.0997, grad_norm: 3.4402 2020-10-24 20:35:03,128 - mmaction - INFO - Epoch [60][960/1712] lr: 1.000e-03, eta: 22:20:11, time: 1.097, data_time: 0.002, memory: 5822, loss_cls: 2.9867, loss: 2.9867, grad_norm: 3.3374 2020-10-24 20:35:24,988 - mmaction - INFO - Epoch [60][980/1712] lr: 1.000e-03, eta: 22:19:47, time: 1.084, data_time: 0.004, memory: 5822, loss_cls: 2.9830, loss: 2.9830, grad_norm: 3.3171 2020-10-24 20:35:46,887 - mmaction - INFO - Epoch [60][1000/1712] lr: 1.000e-03, eta: 22:19:23, time: 1.101, data_time: 0.014, memory: 5822, loss_cls: 2.9875, loss: 2.9875, grad_norm: 3.3330 2020-10-24 20:36:09,508 - mmaction - INFO - Epoch [60][1020/1712] lr: 1.000e-03, eta: 22:18:59, time: 1.134, data_time: 0.010, memory: 5822, loss_cls: 3.0253, loss: 3.0253, grad_norm: 3.3263 2020-10-24 20:36:31,140 - mmaction - INFO - Epoch [60][1040/1712] lr: 1.000e-03, eta: 22:18:35, time: 1.079, data_time: 0.003, memory: 5822, loss_cls: 3.0225, loss: 3.0225, grad_norm: 3.3354 2020-10-24 20:36:53,520 - mmaction - INFO - Epoch [60][1060/1712] lr: 1.000e-03, eta: 22:18:11, time: 1.117, data_time: 0.007, memory: 5822, loss_cls: 3.0569, loss: 3.0569, grad_norm: 3.3268 2020-10-24 20:37:15,581 - mmaction - INFO - Epoch [60][1080/1712] lr: 1.000e-03, eta: 22:17:47, time: 1.107, data_time: 0.010, memory: 5822, loss_cls: 2.9934, loss: 2.9934, grad_norm: 3.2931 2020-10-24 20:37:38,149 - mmaction - INFO - Epoch [60][1100/1712] lr: 1.000e-03, eta: 22:17:24, time: 1.124, data_time: 0.001, memory: 5822, loss_cls: 3.0237, loss: 3.0237, grad_norm: 3.3763 2020-10-24 20:37:59,636 - mmaction - INFO - Epoch [60][1120/1712] lr: 1.000e-03, eta: 22:16:59, time: 1.075, data_time: 0.008, memory: 5822, loss_cls: 3.0476, loss: 3.0476, grad_norm: 3.4055 2020-10-24 20:38:21,315 - mmaction - INFO - Epoch [60][1140/1712] lr: 1.000e-03, eta: 22:16:35, time: 1.081, data_time: 0.005, memory: 5822, loss_cls: 3.0115, loss: 3.0115, grad_norm: 3.4698 2020-10-24 20:38:43,354 - mmaction - INFO - Epoch [60][1160/1712] lr: 1.000e-03, eta: 22:16:11, time: 1.103, data_time: 0.009, memory: 5822, loss_cls: 3.0011, loss: 3.0011, grad_norm: 3.3391 2020-10-24 20:39:04,983 - mmaction - INFO - Epoch [60][1180/1712] lr: 1.000e-03, eta: 22:15:46, time: 1.080, data_time: 0.010, memory: 5822, loss_cls: 3.0154, loss: 3.0154, grad_norm: 3.3361 2020-10-24 20:39:26,925 - mmaction - INFO - Epoch [60][1200/1712] lr: 1.000e-03, eta: 22:15:22, time: 1.101, data_time: 0.011, memory: 5822, loss_cls: 3.0162, loss: 3.0162, grad_norm: 3.3474 2020-10-24 20:39:49,258 - mmaction - INFO - Epoch [60][1220/1712] lr: 1.000e-03, eta: 22:14:59, time: 1.112, data_time: 0.004, memory: 5822, loss_cls: 3.0336, loss: 3.0336, grad_norm: 3.3731 2020-10-24 20:40:11,454 - mmaction - INFO - Epoch [60][1240/1712] lr: 1.000e-03, eta: 22:14:35, time: 1.117, data_time: 0.010, memory: 5822, loss_cls: 2.9779, loss: 2.9779, grad_norm: 3.2828 2020-10-24 20:40:33,338 - mmaction - INFO - Epoch [60][1260/1712] lr: 1.000e-03, eta: 22:14:11, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 3.0062, loss: 3.0062, grad_norm: 3.4011 2020-10-24 20:40:55,191 - mmaction - INFO - Epoch [60][1280/1712] lr: 1.000e-03, eta: 22:13:46, time: 1.090, data_time: 0.009, memory: 5822, loss_cls: 3.0942, loss: 3.0942, grad_norm: 3.3876 2020-10-24 20:41:17,273 - mmaction - INFO - Epoch [60][1300/1712] lr: 1.000e-03, eta: 22:13:22, time: 1.110, data_time: 0.008, memory: 5822, loss_cls: 3.0439, loss: 3.0439, grad_norm: 3.2737 2020-10-24 20:41:39,038 - mmaction - INFO - Epoch [60][1320/1712] lr: 1.000e-03, eta: 22:12:58, time: 1.085, data_time: 0.001, memory: 5822, loss_cls: 3.0056, loss: 3.0056, grad_norm: 3.2813 2020-10-24 20:42:00,992 - mmaction - INFO - Epoch [60][1340/1712] lr: 1.000e-03, eta: 22:12:34, time: 1.101, data_time: 0.006, memory: 5822, loss_cls: 3.0217, loss: 3.0217, grad_norm: 3.3515 2020-10-24 20:42:23,342 - mmaction - INFO - Epoch [60][1360/1712] lr: 1.000e-03, eta: 22:12:10, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 3.0338, loss: 3.0338, grad_norm: 3.3430 2020-10-24 20:42:44,727 - mmaction - INFO - Epoch [60][1380/1712] lr: 1.000e-03, eta: 22:11:46, time: 1.072, data_time: 0.006, memory: 5822, loss_cls: 3.0119, loss: 3.0119, grad_norm: 3.3262 2020-10-24 20:43:06,981 - mmaction - INFO - Epoch [60][1400/1712] lr: 1.000e-03, eta: 22:11:22, time: 1.110, data_time: 0.001, memory: 5822, loss_cls: 3.0369, loss: 3.0369, grad_norm: 3.3977 2020-10-24 20:43:29,362 - mmaction - INFO - Epoch [60][1420/1712] lr: 1.000e-03, eta: 22:10:58, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 3.0420, loss: 3.0420, grad_norm: 3.2786 2020-10-24 20:43:50,854 - mmaction - INFO - Epoch [60][1440/1712] lr: 1.000e-03, eta: 22:10:34, time: 1.069, data_time: 0.003, memory: 5822, loss_cls: 3.0320, loss: 3.0320, grad_norm: 3.3649 2020-10-24 20:44:12,752 - mmaction - INFO - Epoch [60][1460/1712] lr: 1.000e-03, eta: 22:10:10, time: 1.097, data_time: 0.009, memory: 5822, loss_cls: 3.0606, loss: 3.0606, grad_norm: 3.3813 2020-10-24 20:44:34,846 - mmaction - INFO - Epoch [60][1480/1712] lr: 1.000e-03, eta: 22:09:46, time: 1.107, data_time: 0.010, memory: 5822, loss_cls: 3.0129, loss: 3.0129, grad_norm: 3.3093 2020-10-24 20:44:56,831 - mmaction - INFO - Epoch [60][1500/1712] lr: 1.000e-03, eta: 22:09:22, time: 1.102, data_time: 0.004, memory: 5822, loss_cls: 3.0405, loss: 3.0405, grad_norm: 3.3094 2020-10-24 20:45:18,834 - mmaction - INFO - Epoch [60][1520/1712] lr: 1.000e-03, eta: 22:08:58, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 3.1133, loss: 3.1133, grad_norm: 3.3951 2020-10-24 20:45:41,069 - mmaction - INFO - Epoch [60][1540/1712] lr: 1.000e-03, eta: 22:08:34, time: 1.112, data_time: 0.006, memory: 5822, loss_cls: 2.9356, loss: 2.9356, grad_norm: 3.2547 2020-10-24 20:46:03,069 - mmaction - INFO - Epoch [60][1560/1712] lr: 1.000e-03, eta: 22:08:10, time: 1.102, data_time: 0.006, memory: 5822, loss_cls: 3.0251, loss: 3.0251, grad_norm: 3.3566 2020-10-24 20:46:24,271 - mmaction - INFO - Epoch [60][1580/1712] lr: 1.000e-03, eta: 22:07:45, time: 1.060, data_time: 0.002, memory: 5822, loss_cls: 3.0318, loss: 3.0318, grad_norm: 3.3801 2020-10-24 20:46:46,176 - mmaction - INFO - Epoch [60][1600/1712] lr: 1.000e-03, eta: 22:07:21, time: 1.089, data_time: 0.003, memory: 5822, loss_cls: 3.0597, loss: 3.0597, grad_norm: 3.3727 2020-10-24 20:47:08,839 - mmaction - INFO - Epoch [60][1620/1712] lr: 1.000e-03, eta: 22:06:57, time: 1.135, data_time: 0.011, memory: 5822, loss_cls: 3.0101, loss: 3.0101, grad_norm: 3.2433 2020-10-24 20:47:30,418 - mmaction - INFO - Epoch [60][1640/1712] lr: 1.000e-03, eta: 22:06:33, time: 1.082, data_time: 0.005, memory: 5822, loss_cls: 2.9794, loss: 2.9794, grad_norm: 3.2943 2020-10-24 20:47:52,037 - mmaction - INFO - Epoch [60][1660/1712] lr: 1.000e-03, eta: 22:06:09, time: 1.082, data_time: 0.004, memory: 5822, loss_cls: 3.0136, loss: 3.0136, grad_norm: 3.3229 2020-10-24 20:48:14,448 - mmaction - INFO - Epoch [60][1680/1712] lr: 1.000e-03, eta: 22:05:45, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 3.0058, loss: 3.0058, grad_norm: 3.3940 2020-10-24 20:48:35,910 - mmaction - INFO - Epoch [60][1700/1712] lr: 1.000e-03, eta: 22:05:21, time: 1.072, data_time: 0.002, memory: 5822, loss_cls: 3.0098, loss: 3.0098, grad_norm: 3.3397 2020-10-24 20:48:50,485 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-10-24 20:51:58,490 - mmaction - INFO - Epoch [61][20/1712] lr: 1.000e-03, eta: 22:04:39, time: 1.488, data_time: 0.934, memory: 5822, loss_cls: 2.9791, loss: 2.9791, grad_norm: 3.2777 2020-10-24 20:52:20,952 - mmaction - INFO - Epoch [61][40/1712] lr: 1.000e-03, eta: 22:04:15, time: 1.122, data_time: 0.501, memory: 5822, loss_cls: 2.9661, loss: 2.9661, grad_norm: 3.2792 2020-10-24 20:52:42,988 - mmaction - INFO - Epoch [61][60/1712] lr: 1.000e-03, eta: 22:03:51, time: 1.102, data_time: 0.496, memory: 5822, loss_cls: 3.0285, loss: 3.0285, grad_norm: 3.3776 2020-10-24 20:53:04,912 - mmaction - INFO - Epoch [61][80/1712] lr: 1.000e-03, eta: 22:03:27, time: 1.097, data_time: 0.484, memory: 5822, loss_cls: 2.9595, loss: 2.9595, grad_norm: 3.2247 2020-10-24 20:53:26,384 - mmaction - INFO - Epoch [61][100/1712] lr: 1.000e-03, eta: 22:03:02, time: 1.071, data_time: 0.483, memory: 5822, loss_cls: 3.0327, loss: 3.0327, grad_norm: 3.2778 2020-10-24 20:53:47,552 - mmaction - INFO - Epoch [61][120/1712] lr: 1.000e-03, eta: 22:02:38, time: 1.057, data_time: 0.451, memory: 5822, loss_cls: 3.0523, loss: 3.0523, grad_norm: 3.3492 2020-10-24 20:54:09,525 - mmaction - INFO - Epoch [61][140/1712] lr: 1.000e-03, eta: 22:02:14, time: 1.096, data_time: 0.442, memory: 5822, loss_cls: 3.0141, loss: 3.0141, grad_norm: 3.3196 2020-10-24 20:54:31,317 - mmaction - INFO - Epoch [61][160/1712] lr: 1.000e-03, eta: 22:01:50, time: 1.095, data_time: 0.475, memory: 5822, loss_cls: 3.0608, loss: 3.0608, grad_norm: 3.3858 2020-10-24 20:54:53,212 - mmaction - INFO - Epoch [61][180/1712] lr: 1.000e-03, eta: 22:01:25, time: 1.095, data_time: 0.308, memory: 5822, loss_cls: 3.0217, loss: 3.0217, grad_norm: 3.3138 2020-10-24 20:55:15,046 - mmaction - INFO - Epoch [61][200/1712] lr: 1.000e-03, eta: 22:01:01, time: 1.086, data_time: 0.336, memory: 5822, loss_cls: 3.0245, loss: 3.0245, grad_norm: 3.3273 2020-10-24 20:55:37,151 - mmaction - INFO - Epoch [61][220/1712] lr: 1.000e-03, eta: 22:00:37, time: 1.109, data_time: 0.451, memory: 5822, loss_cls: 3.0088, loss: 3.0088, grad_norm: 3.3125 2020-10-24 20:55:58,021 - mmaction - INFO - Epoch [61][240/1712] lr: 1.000e-03, eta: 22:00:13, time: 1.044, data_time: 0.238, memory: 5822, loss_cls: 3.0109, loss: 3.0109, grad_norm: 3.3416 2020-10-24 20:56:19,577 - mmaction - INFO - Epoch [61][260/1712] lr: 1.000e-03, eta: 21:59:48, time: 1.071, data_time: 0.022, memory: 5822, loss_cls: 3.0152, loss: 3.0152, grad_norm: 3.3152 2020-10-24 20:56:41,489 - mmaction - INFO - Epoch [61][280/1712] lr: 1.000e-03, eta: 21:59:24, time: 1.098, data_time: 0.010, memory: 5822, loss_cls: 2.9481, loss: 2.9481, grad_norm: 3.2599 2020-10-24 20:57:03,784 - mmaction - INFO - Epoch [61][300/1712] lr: 1.000e-03, eta: 21:59:00, time: 1.118, data_time: 0.007, memory: 5822, loss_cls: 3.0273, loss: 3.0273, grad_norm: 3.3837 2020-10-24 20:57:25,681 - mmaction - INFO - Epoch [61][320/1712] lr: 1.000e-03, eta: 21:58:36, time: 1.094, data_time: 0.005, memory: 5822, loss_cls: 3.0061, loss: 3.0061, grad_norm: 3.2893 2020-10-24 20:57:46,964 - mmaction - INFO - Epoch [61][340/1712] lr: 1.000e-03, eta: 21:58:12, time: 1.066, data_time: 0.005, memory: 5822, loss_cls: 2.9806, loss: 2.9806, grad_norm: 3.2566 2020-10-24 20:58:09,000 - mmaction - INFO - Epoch [61][360/1712] lr: 1.000e-03, eta: 21:57:48, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 3.0093, loss: 3.0093, grad_norm: 3.3534 2020-10-24 20:58:30,523 - mmaction - INFO - Epoch [61][380/1712] lr: 1.000e-03, eta: 21:57:23, time: 1.076, data_time: 0.008, memory: 5822, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.3654 2020-10-24 20:58:52,706 - mmaction - INFO - Epoch [61][400/1712] lr: 1.000e-03, eta: 21:57:00, time: 1.112, data_time: 0.006, memory: 5822, loss_cls: 3.0006, loss: 3.0006, grad_norm: 3.3973 2020-10-24 20:59:14,391 - mmaction - INFO - Epoch [61][420/1712] lr: 1.000e-03, eta: 21:56:35, time: 1.082, data_time: 0.005, memory: 5822, loss_cls: 3.0232, loss: 3.0232, grad_norm: 3.3304 2020-10-24 20:59:35,801 - mmaction - INFO - Epoch [61][440/1712] lr: 1.000e-03, eta: 21:56:11, time: 1.068, data_time: 0.004, memory: 5822, loss_cls: 3.0458, loss: 3.0458, grad_norm: 3.3795 2020-10-24 20:59:57,187 - mmaction - INFO - Epoch [61][460/1712] lr: 1.000e-03, eta: 21:55:47, time: 1.073, data_time: 0.008, memory: 5822, loss_cls: 3.0528, loss: 3.0528, grad_norm: 3.3752 2020-10-24 21:00:19,108 - mmaction - INFO - Epoch [61][480/1712] lr: 1.000e-03, eta: 21:55:22, time: 1.096, data_time: 0.002, memory: 5822, loss_cls: 3.0232, loss: 3.0232, grad_norm: 3.3988 2020-10-24 21:00:40,622 - mmaction - INFO - Epoch [61][500/1712] lr: 1.000e-03, eta: 21:54:58, time: 1.063, data_time: 0.002, memory: 5822, loss_cls: 3.0724, loss: 3.0724, grad_norm: 3.4270 2020-10-24 21:01:02,245 - mmaction - INFO - Epoch [61][520/1712] lr: 1.000e-03, eta: 21:54:34, time: 1.093, data_time: 0.017, memory: 5822, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.3570 2020-10-24 21:01:24,756 - mmaction - INFO - Epoch [61][540/1712] lr: 1.000e-03, eta: 21:54:10, time: 1.126, data_time: 0.006, memory: 5822, loss_cls: 3.0512, loss: 3.0512, grad_norm: 3.3590 2020-10-24 21:01:46,406 - mmaction - INFO - Epoch [61][560/1712] lr: 1.000e-03, eta: 21:53:46, time: 1.082, data_time: 0.004, memory: 5822, loss_cls: 3.0508, loss: 3.0508, grad_norm: 3.3792 2020-10-24 21:02:07,993 - mmaction - INFO - Epoch [61][580/1712] lr: 1.000e-03, eta: 21:53:22, time: 1.074, data_time: 0.037, memory: 5822, loss_cls: 3.0189, loss: 3.0189, grad_norm: 3.3543 2020-10-24 21:02:30,208 - mmaction - INFO - Epoch [61][600/1712] lr: 1.000e-03, eta: 21:52:58, time: 1.101, data_time: 0.015, memory: 5822, loss_cls: 2.9801, loss: 2.9801, grad_norm: 3.2880 2020-10-24 21:02:51,839 - mmaction - INFO - Epoch [61][620/1712] lr: 1.000e-03, eta: 21:52:34, time: 1.094, data_time: 0.016, memory: 5822, loss_cls: 3.0776, loss: 3.0776, grad_norm: 3.3330 2020-10-24 21:03:14,026 - mmaction - INFO - Epoch [61][640/1712] lr: 1.000e-03, eta: 21:52:10, time: 1.099, data_time: 0.005, memory: 5822, loss_cls: 3.0613, loss: 3.0613, grad_norm: 3.3233 2020-10-24 21:03:36,116 - mmaction - INFO - Epoch [61][660/1712] lr: 1.000e-03, eta: 21:51:46, time: 1.109, data_time: 0.019, memory: 5822, loss_cls: 2.9969, loss: 2.9969, grad_norm: 3.2928 2020-10-24 21:03:57,795 - mmaction - INFO - Epoch [61][680/1712] lr: 1.000e-03, eta: 21:51:21, time: 1.090, data_time: 0.017, memory: 5822, loss_cls: 3.0622, loss: 3.0622, grad_norm: 3.4224 2020-10-24 21:04:20,036 - mmaction - INFO - Epoch [61][700/1712] lr: 1.000e-03, eta: 21:50:58, time: 1.113, data_time: 0.006, memory: 5822, loss_cls: 3.0516, loss: 3.0516, grad_norm: 3.4565 2020-10-24 21:04:41,931 - mmaction - INFO - Epoch [61][720/1712] lr: 1.000e-03, eta: 21:50:34, time: 1.090, data_time: 0.007, memory: 5822, loss_cls: 3.0127, loss: 3.0127, grad_norm: 3.3250 2020-10-24 21:05:04,402 - mmaction - INFO - Epoch [61][740/1712] lr: 1.000e-03, eta: 21:50:10, time: 1.130, data_time: 0.009, memory: 5822, loss_cls: 3.0214, loss: 3.0214, grad_norm: 3.3575 2020-10-24 21:05:26,336 - mmaction - INFO - Epoch [61][760/1712] lr: 1.000e-03, eta: 21:49:46, time: 1.092, data_time: 0.003, memory: 5822, loss_cls: 2.9766, loss: 2.9766, grad_norm: 3.3025 2020-10-24 21:05:48,394 - mmaction - INFO - Epoch [61][780/1712] lr: 1.000e-03, eta: 21:49:22, time: 1.108, data_time: 0.007, memory: 5822, loss_cls: 3.0099, loss: 3.0099, grad_norm: 3.3265 2020-10-24 21:06:10,233 - mmaction - INFO - Epoch [61][800/1712] lr: 1.000e-03, eta: 21:48:58, time: 1.087, data_time: 0.003, memory: 5822, loss_cls: 3.0592, loss: 3.0592, grad_norm: 3.4447 2020-10-24 21:06:32,401 - mmaction - INFO - Epoch [61][820/1712] lr: 1.000e-03, eta: 21:48:34, time: 1.106, data_time: 0.008, memory: 5822, loss_cls: 2.9614, loss: 2.9614, grad_norm: 3.3525 2020-10-24 21:06:53,751 - mmaction - INFO - Epoch [61][840/1712] lr: 1.000e-03, eta: 21:48:09, time: 1.072, data_time: 0.011, memory: 5822, loss_cls: 3.0077, loss: 3.0077, grad_norm: 3.3986 2020-10-24 21:07:15,499 - mmaction - INFO - Epoch [61][860/1712] lr: 1.000e-03, eta: 21:47:45, time: 1.086, data_time: 0.006, memory: 5822, loss_cls: 3.0685, loss: 3.0685, grad_norm: 3.3366 2020-10-24 21:07:37,508 - mmaction - INFO - Epoch [61][880/1712] lr: 1.000e-03, eta: 21:47:21, time: 1.104, data_time: 0.007, memory: 5822, loss_cls: 3.0253, loss: 3.0253, grad_norm: 3.3525 2020-10-24 21:07:59,318 - mmaction - INFO - Epoch [61][900/1712] lr: 1.000e-03, eta: 21:46:57, time: 1.086, data_time: 0.005, memory: 5822, loss_cls: 2.9923, loss: 2.9923, grad_norm: 3.3400 2020-10-24 21:08:21,579 - mmaction - INFO - Epoch [61][920/1712] lr: 1.000e-03, eta: 21:46:33, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 3.0002, loss: 3.0002, grad_norm: 3.3044 2020-10-24 21:08:43,326 - mmaction - INFO - Epoch [61][940/1712] lr: 1.000e-03, eta: 21:46:09, time: 1.083, data_time: 0.005, memory: 5822, loss_cls: 3.0025, loss: 3.0025, grad_norm: 3.3489 2020-10-24 21:09:05,483 - mmaction - INFO - Epoch [61][960/1712] lr: 1.000e-03, eta: 21:45:45, time: 1.112, data_time: 0.009, memory: 5822, loss_cls: 3.0581, loss: 3.0581, grad_norm: 3.4340 2020-10-24 21:09:27,486 - mmaction - INFO - Epoch [61][980/1712] lr: 1.000e-03, eta: 21:45:21, time: 1.098, data_time: 0.006, memory: 5822, loss_cls: 3.0585, loss: 3.0585, grad_norm: 3.3873 2020-10-24 21:09:49,532 - mmaction - INFO - Epoch [61][1000/1712] lr: 1.000e-03, eta: 21:44:57, time: 1.107, data_time: 0.008, memory: 5822, loss_cls: 3.0078, loss: 3.0078, grad_norm: 3.3345 2020-10-24 21:10:12,004 - mmaction - INFO - Epoch [61][1020/1712] lr: 1.000e-03, eta: 21:44:34, time: 1.123, data_time: 0.003, memory: 5822, loss_cls: 2.9985, loss: 2.9985, grad_norm: 3.3304 2020-10-24 21:10:33,514 - mmaction - INFO - Epoch [61][1040/1712] lr: 1.000e-03, eta: 21:44:09, time: 1.077, data_time: 0.003, memory: 5822, loss_cls: 3.0495, loss: 3.0495, grad_norm: 3.3854 2020-10-24 21:10:56,066 - mmaction - INFO - Epoch [61][1060/1712] lr: 1.000e-03, eta: 21:43:46, time: 1.117, data_time: 0.004, memory: 5822, loss_cls: 3.0099, loss: 3.0099, grad_norm: 3.3294 2020-10-24 21:11:18,097 - mmaction - INFO - Epoch [61][1080/1712] lr: 1.000e-03, eta: 21:43:22, time: 1.106, data_time: 0.014, memory: 5822, loss_cls: 3.0133, loss: 3.0133, grad_norm: 3.2641 2020-10-24 21:11:40,081 - mmaction - INFO - Epoch [61][1100/1712] lr: 1.000e-03, eta: 21:42:58, time: 1.104, data_time: 0.008, memory: 5822, loss_cls: 3.0312, loss: 3.0312, grad_norm: 3.3355 2020-10-24 21:12:01,058 - mmaction - INFO - Epoch [61][1120/1712] lr: 1.000e-03, eta: 21:42:33, time: 1.041, data_time: 0.003, memory: 5822, loss_cls: 3.0519, loss: 3.0519, grad_norm: 3.3977 2020-10-24 21:12:22,810 - mmaction - INFO - Epoch [61][1140/1712] lr: 1.000e-03, eta: 21:42:09, time: 1.097, data_time: 0.018, memory: 5822, loss_cls: 3.0105, loss: 3.0105, grad_norm: 3.3244 2020-10-24 21:12:44,642 - mmaction - INFO - Epoch [61][1160/1712] lr: 1.000e-03, eta: 21:41:45, time: 1.089, data_time: 0.009, memory: 5822, loss_cls: 2.9900, loss: 2.9900, grad_norm: 3.2287 2020-10-24 21:13:07,201 - mmaction - INFO - Epoch [61][1180/1712] lr: 1.000e-03, eta: 21:41:21, time: 1.130, data_time: 0.006, memory: 5822, loss_cls: 3.0181, loss: 3.0181, grad_norm: 3.3992 2020-10-24 21:13:28,799 - mmaction - INFO - Epoch [61][1200/1712] lr: 1.000e-03, eta: 21:40:57, time: 1.068, data_time: 0.003, memory: 5822, loss_cls: 3.0360, loss: 3.0360, grad_norm: 3.3795 2020-10-24 21:13:50,448 - mmaction - INFO - Epoch [61][1220/1712] lr: 1.000e-03, eta: 21:40:33, time: 1.092, data_time: 0.014, memory: 5822, loss_cls: 2.9938, loss: 2.9938, grad_norm: 3.4219 2020-10-24 21:14:12,740 - mmaction - INFO - Epoch [61][1240/1712] lr: 1.000e-03, eta: 21:40:09, time: 1.115, data_time: 0.004, memory: 5822, loss_cls: 3.0466, loss: 3.0466, grad_norm: 3.4535 2020-10-24 21:14:34,780 - mmaction - INFO - Epoch [61][1260/1712] lr: 1.000e-03, eta: 21:39:45, time: 1.105, data_time: 0.013, memory: 5822, loss_cls: 3.0121, loss: 3.0121, grad_norm: 3.3340 2020-10-24 21:14:56,187 - mmaction - INFO - Epoch [61][1280/1712] lr: 1.000e-03, eta: 21:39:21, time: 1.066, data_time: 0.002, memory: 5822, loss_cls: 3.0291, loss: 3.0291, grad_norm: 3.3963 2020-10-24 21:15:17,764 - mmaction - INFO - Epoch [61][1300/1712] lr: 1.000e-03, eta: 21:38:56, time: 1.083, data_time: 0.008, memory: 5822, loss_cls: 2.9784, loss: 2.9784, grad_norm: 3.2878 2020-10-24 21:15:40,040 - mmaction - INFO - Epoch [61][1320/1712] lr: 1.000e-03, eta: 21:38:33, time: 1.112, data_time: 0.003, memory: 5822, loss_cls: 3.0080, loss: 3.0080, grad_norm: 3.2986 2020-10-24 21:16:01,980 - mmaction - INFO - Epoch [61][1340/1712] lr: 1.000e-03, eta: 21:38:08, time: 1.087, data_time: 0.007, memory: 5822, loss_cls: 3.0633, loss: 3.0633, grad_norm: 3.3905 2020-10-24 21:16:24,052 - mmaction - INFO - Epoch [61][1360/1712] lr: 1.000e-03, eta: 21:37:45, time: 1.100, data_time: 0.014, memory: 5822, loss_cls: 3.0195, loss: 3.0195, grad_norm: 3.3769 2020-10-24 21:16:46,111 - mmaction - INFO - Epoch [61][1380/1712] lr: 1.000e-03, eta: 21:37:21, time: 1.115, data_time: 0.017, memory: 5822, loss_cls: 3.0090, loss: 3.0090, grad_norm: 3.3479 2020-10-24 21:17:08,415 - mmaction - INFO - Epoch [61][1400/1712] lr: 1.000e-03, eta: 21:36:57, time: 1.118, data_time: 0.006, memory: 5822, loss_cls: 2.9723, loss: 2.9723, grad_norm: 3.3538 2020-10-24 21:17:29,404 - mmaction - INFO - Epoch [61][1420/1712] lr: 1.000e-03, eta: 21:36:32, time: 1.049, data_time: 0.001, memory: 5822, loss_cls: 3.0117, loss: 3.0117, grad_norm: 3.3878 2020-10-24 21:17:51,223 - mmaction - INFO - Epoch [61][1440/1712] lr: 1.000e-03, eta: 21:36:08, time: 1.088, data_time: 0.003, memory: 5822, loss_cls: 3.0391, loss: 3.0391, grad_norm: 3.3372 2020-10-24 21:18:13,608 - mmaction - INFO - Epoch [61][1460/1712] lr: 1.000e-03, eta: 21:35:44, time: 1.114, data_time: 0.005, memory: 5822, loss_cls: 3.0651, loss: 3.0651, grad_norm: 3.4165 2020-10-24 21:18:35,161 - mmaction - INFO - Epoch [61][1480/1712] lr: 1.000e-03, eta: 21:35:20, time: 1.086, data_time: 0.009, memory: 5822, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.3128 2020-10-24 21:18:56,513 - mmaction - INFO - Epoch [61][1500/1712] lr: 1.000e-03, eta: 21:34:56, time: 1.066, data_time: 0.004, memory: 5822, loss_cls: 3.0232, loss: 3.0232, grad_norm: 3.3337 2020-10-24 21:19:18,900 - mmaction - INFO - Epoch [61][1520/1712] lr: 1.000e-03, eta: 21:34:32, time: 1.120, data_time: 0.003, memory: 5822, loss_cls: 3.0290, loss: 3.0290, grad_norm: 3.3873 2020-10-24 21:19:40,573 - mmaction - INFO - Epoch [61][1540/1712] lr: 1.000e-03, eta: 21:34:08, time: 1.084, data_time: 0.002, memory: 5822, loss_cls: 2.9784, loss: 2.9784, grad_norm: 3.3439 2020-10-24 21:20:02,896 - mmaction - INFO - Epoch [61][1560/1712] lr: 1.000e-03, eta: 21:33:44, time: 1.116, data_time: 0.003, memory: 5822, loss_cls: 3.0013, loss: 3.0013, grad_norm: 3.3848 2020-10-24 21:20:24,394 - mmaction - INFO - Epoch [61][1580/1712] lr: 1.000e-03, eta: 21:33:20, time: 1.066, data_time: 0.006, memory: 5822, loss_cls: 3.0125, loss: 3.0125, grad_norm: 3.3218 2020-10-24 21:20:46,075 - mmaction - INFO - Epoch [61][1600/1712] lr: 1.000e-03, eta: 21:32:56, time: 1.094, data_time: 0.013, memory: 5822, loss_cls: 3.0303, loss: 3.0303, grad_norm: 3.3570 2020-10-24 21:21:07,950 - mmaction - INFO - Epoch [61][1620/1712] lr: 1.000e-03, eta: 21:32:32, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.0695, loss: 3.0695, grad_norm: 3.3896 2020-10-24 21:21:29,550 - mmaction - INFO - Epoch [61][1640/1712] lr: 1.000e-03, eta: 21:32:08, time: 1.083, data_time: 0.007, memory: 5822, loss_cls: 3.0441, loss: 3.0441, grad_norm: 3.3270 2020-10-24 21:21:51,435 - mmaction - INFO - Epoch [61][1660/1712] lr: 1.000e-03, eta: 21:31:43, time: 1.084, data_time: 0.002, memory: 5822, loss_cls: 3.0703, loss: 3.0703, grad_norm: 3.4256 2020-10-24 21:22:13,114 - mmaction - INFO - Epoch [61][1680/1712] lr: 1.000e-03, eta: 21:31:19, time: 1.093, data_time: 0.013, memory: 5822, loss_cls: 3.0972, loss: 3.0972, grad_norm: 3.5270 2020-10-24 21:22:35,203 - mmaction - INFO - Epoch [61][1700/1712] lr: 1.000e-03, eta: 21:30:55, time: 1.105, data_time: 0.015, memory: 5822, loss_cls: 2.9932, loss: 2.9932, grad_norm: 3.3652 2020-10-24 21:23:41,793 - mmaction - INFO - Epoch [62][20/1712] lr: 1.000e-03, eta: 21:30:25, time: 2.374, data_time: 1.706, memory: 5822, loss_cls: 3.0413, loss: 3.0413, grad_norm: 3.3322 2020-10-24 21:24:05,122 - mmaction - INFO - Epoch [62][40/1712] lr: 1.000e-03, eta: 21:30:02, time: 1.164, data_time: 0.224, memory: 5822, loss_cls: 2.9636, loss: 2.9636, grad_norm: 3.3139 2020-10-24 21:24:28,102 - mmaction - INFO - Epoch [62][60/1712] lr: 1.000e-03, eta: 21:29:38, time: 1.153, data_time: 0.012, memory: 5822, loss_cls: 2.9793, loss: 2.9793, grad_norm: 3.2823 2020-10-24 21:24:49,540 - mmaction - INFO - Epoch [62][80/1712] lr: 1.000e-03, eta: 21:29:14, time: 1.073, data_time: 0.003, memory: 5822, loss_cls: 3.0305, loss: 3.0305, grad_norm: 3.3694 2020-10-24 21:25:11,000 - mmaction - INFO - Epoch [62][100/1712] lr: 1.000e-03, eta: 21:28:50, time: 1.072, data_time: 0.002, memory: 5822, loss_cls: 3.0178, loss: 3.0178, grad_norm: 3.3368 2020-10-24 21:25:32,293 - mmaction - INFO - Epoch [62][120/1712] lr: 1.000e-03, eta: 21:28:25, time: 1.062, data_time: 0.002, memory: 5822, loss_cls: 2.9888, loss: 2.9888, grad_norm: 3.2909 2020-10-24 21:25:54,186 - mmaction - INFO - Epoch [62][140/1712] lr: 1.000e-03, eta: 21:28:01, time: 1.091, data_time: 0.006, memory: 5822, loss_cls: 3.0360, loss: 3.0360, grad_norm: 3.4019 2020-10-24 21:26:16,264 - mmaction - INFO - Epoch [62][160/1712] lr: 1.000e-03, eta: 21:27:37, time: 1.110, data_time: 0.010, memory: 5822, loss_cls: 3.0912, loss: 3.0912, grad_norm: 3.3832 2020-10-24 21:26:37,576 - mmaction - INFO - Epoch [62][180/1712] lr: 1.000e-03, eta: 21:27:13, time: 1.065, data_time: 0.001, memory: 5822, loss_cls: 3.0024, loss: 3.0024, grad_norm: 3.3270 2020-10-24 21:26:59,935 - mmaction - INFO - Epoch [62][200/1712] lr: 1.000e-03, eta: 21:26:49, time: 1.115, data_time: 0.002, memory: 5822, loss_cls: 3.0574, loss: 3.0574, grad_norm: 3.3506 2020-10-24 21:27:21,148 - mmaction - INFO - Epoch [62][220/1712] lr: 1.000e-03, eta: 21:26:25, time: 1.063, data_time: 0.007, memory: 5822, loss_cls: 3.0218, loss: 3.0218, grad_norm: 3.3387 2020-10-24 21:27:43,784 - mmaction - INFO - Epoch [62][240/1712] lr: 1.000e-03, eta: 21:26:01, time: 1.133, data_time: 0.004, memory: 5822, loss_cls: 3.0370, loss: 3.0370, grad_norm: 3.3705 2020-10-24 21:28:05,616 - mmaction - INFO - Epoch [62][260/1712] lr: 1.000e-03, eta: 21:25:37, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.0156, loss: 3.0156, grad_norm: 3.3283 2020-10-24 21:28:27,834 - mmaction - INFO - Epoch [62][280/1712] lr: 1.000e-03, eta: 21:25:13, time: 1.117, data_time: 0.010, memory: 5822, loss_cls: 2.9550, loss: 2.9550, grad_norm: 3.2759 2020-10-24 21:28:48,986 - mmaction - INFO - Epoch [62][300/1712] lr: 1.000e-03, eta: 21:24:49, time: 1.060, data_time: 0.006, memory: 5822, loss_cls: 2.9912, loss: 2.9912, grad_norm: 3.2785 2020-10-24 21:29:11,287 - mmaction - INFO - Epoch [62][320/1712] lr: 1.000e-03, eta: 21:24:25, time: 1.109, data_time: 0.006, memory: 5822, loss_cls: 3.0172, loss: 3.0172, grad_norm: 3.3770 2020-10-24 21:29:32,430 - mmaction - INFO - Epoch [62][340/1712] lr: 1.000e-03, eta: 21:24:01, time: 1.064, data_time: 0.012, memory: 5822, loss_cls: 3.0473, loss: 3.0473, grad_norm: 3.3771 2020-10-24 21:29:54,395 - mmaction - INFO - Epoch [62][360/1712] lr: 1.000e-03, eta: 21:23:37, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 3.0031, loss: 3.0031, grad_norm: 3.2567 2020-10-24 21:30:16,040 - mmaction - INFO - Epoch [62][380/1712] lr: 1.000e-03, eta: 21:23:12, time: 1.084, data_time: 0.009, memory: 5822, loss_cls: 3.0434, loss: 3.0434, grad_norm: 3.4146 2020-10-24 21:30:37,653 - mmaction - INFO - Epoch [62][400/1712] lr: 1.000e-03, eta: 21:22:48, time: 1.074, data_time: 0.013, memory: 5822, loss_cls: 3.0143, loss: 3.0143, grad_norm: 3.3834 2020-10-24 21:30:59,321 - mmaction - INFO - Epoch [62][420/1712] lr: 1.000e-03, eta: 21:22:24, time: 1.093, data_time: 0.013, memory: 5822, loss_cls: 2.9728, loss: 2.9728, grad_norm: 3.2071 2020-10-24 21:31:20,597 - mmaction - INFO - Epoch [62][440/1712] lr: 1.000e-03, eta: 21:22:00, time: 1.054, data_time: 0.004, memory: 5822, loss_cls: 3.0567, loss: 3.0567, grad_norm: 3.4663 2020-10-24 21:31:42,463 - mmaction - INFO - Epoch [62][460/1712] lr: 1.000e-03, eta: 21:21:36, time: 1.095, data_time: 0.018, memory: 5822, loss_cls: 2.9939, loss: 2.9939, grad_norm: 3.3662 2020-10-24 21:32:04,714 - mmaction - INFO - Epoch [62][480/1712] lr: 1.000e-03, eta: 21:21:12, time: 1.121, data_time: 0.015, memory: 5822, loss_cls: 3.0310, loss: 3.0310, grad_norm: 3.4126 2020-10-24 21:32:26,185 - mmaction - INFO - Epoch [62][500/1712] lr: 1.000e-03, eta: 21:20:48, time: 1.071, data_time: 0.009, memory: 5822, loss_cls: 3.0158, loss: 3.0158, grad_norm: 3.3397 2020-10-24 21:32:48,140 - mmaction - INFO - Epoch [62][520/1712] lr: 1.000e-03, eta: 21:20:24, time: 1.101, data_time: 0.008, memory: 5822, loss_cls: 2.9977, loss: 2.9977, grad_norm: 3.3446 2020-10-24 21:33:10,331 - mmaction - INFO - Epoch [62][540/1712] lr: 1.000e-03, eta: 21:20:00, time: 1.101, data_time: 0.003, memory: 5822, loss_cls: 2.9705, loss: 2.9705, grad_norm: 3.2831 2020-10-24 21:33:32,233 - mmaction - INFO - Epoch [62][560/1712] lr: 1.000e-03, eta: 21:19:36, time: 1.102, data_time: 0.012, memory: 5822, loss_cls: 3.0547, loss: 3.0547, grad_norm: 3.3402 2020-10-24 21:33:54,398 - mmaction - INFO - Epoch [62][580/1712] lr: 1.000e-03, eta: 21:19:12, time: 1.095, data_time: 0.007, memory: 5822, loss_cls: 3.0244, loss: 3.0244, grad_norm: 3.3353 2020-10-24 21:34:15,526 - mmaction - INFO - Epoch [62][600/1712] lr: 1.000e-03, eta: 21:18:47, time: 1.058, data_time: 0.017, memory: 5822, loss_cls: 2.9781, loss: 2.9781, grad_norm: 3.3433 2020-10-24 21:34:37,492 - mmaction - INFO - Epoch [62][620/1712] lr: 1.000e-03, eta: 21:18:24, time: 1.108, data_time: 0.019, memory: 5822, loss_cls: 3.0076, loss: 3.0076, grad_norm: 3.3992 2020-10-24 21:34:59,110 - mmaction - INFO - Epoch [62][640/1712] lr: 1.000e-03, eta: 21:17:59, time: 1.082, data_time: 0.008, memory: 5822, loss_cls: 2.9978, loss: 2.9978, grad_norm: 3.3273 2020-10-24 21:35:21,050 - mmaction - INFO - Epoch [62][660/1712] lr: 1.000e-03, eta: 21:17:35, time: 1.099, data_time: 0.005, memory: 5822, loss_cls: 2.9953, loss: 2.9953, grad_norm: 3.3651 2020-10-24 21:35:42,856 - mmaction - INFO - Epoch [62][680/1712] lr: 1.000e-03, eta: 21:17:11, time: 1.082, data_time: 0.003, memory: 5822, loss_cls: 3.0213, loss: 3.0213, grad_norm: 3.3147 2020-10-24 21:36:04,538 - mmaction - INFO - Epoch [62][700/1712] lr: 1.000e-03, eta: 21:16:47, time: 1.089, data_time: 0.013, memory: 5822, loss_cls: 3.0329, loss: 3.0329, grad_norm: 3.3636 2020-10-24 21:36:26,760 - mmaction - INFO - Epoch [62][720/1712] lr: 1.000e-03, eta: 21:16:23, time: 1.113, data_time: 0.005, memory: 5822, loss_cls: 3.0467, loss: 3.0467, grad_norm: 3.4240 2020-10-24 21:36:48,718 - mmaction - INFO - Epoch [62][740/1712] lr: 1.000e-03, eta: 21:15:59, time: 1.092, data_time: 0.005, memory: 5822, loss_cls: 3.0465, loss: 3.0465, grad_norm: 3.3011 2020-10-24 21:37:10,857 - mmaction - INFO - Epoch [62][760/1712] lr: 1.000e-03, eta: 21:15:36, time: 1.108, data_time: 0.011, memory: 5822, loss_cls: 2.9804, loss: 2.9804, grad_norm: 3.3683 2020-10-24 21:37:32,929 - mmaction - INFO - Epoch [62][780/1712] lr: 1.000e-03, eta: 21:15:12, time: 1.106, data_time: 0.006, memory: 5822, loss_cls: 2.9755, loss: 2.9755, grad_norm: 3.2979 2020-10-24 21:37:54,824 - mmaction - INFO - Epoch [62][800/1712] lr: 1.000e-03, eta: 21:14:48, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 3.0407, loss: 3.0407, grad_norm: 3.3860 2020-10-24 21:38:16,538 - mmaction - INFO - Epoch [62][820/1712] lr: 1.000e-03, eta: 21:14:24, time: 1.082, data_time: 0.006, memory: 5822, loss_cls: 2.9988, loss: 2.9988, grad_norm: 3.2998 2020-10-24 21:38:38,642 - mmaction - INFO - Epoch [62][840/1712] lr: 1.000e-03, eta: 21:14:00, time: 1.101, data_time: 0.010, memory: 5822, loss_cls: 3.0241, loss: 3.0241, grad_norm: 3.3032 2020-10-24 21:38:59,925 - mmaction - INFO - Epoch [62][860/1712] lr: 1.000e-03, eta: 21:13:35, time: 1.065, data_time: 0.010, memory: 5822, loss_cls: 2.9766, loss: 2.9766, grad_norm: 3.3242 2020-10-24 21:39:22,129 - mmaction - INFO - Epoch [62][880/1712] lr: 1.000e-03, eta: 21:13:12, time: 1.116, data_time: 0.009, memory: 5822, loss_cls: 3.0212, loss: 3.0212, grad_norm: 3.3476 2020-10-24 21:39:43,507 - mmaction - INFO - Epoch [62][900/1712] lr: 1.000e-03, eta: 21:12:47, time: 1.066, data_time: 0.002, memory: 5822, loss_cls: 3.0407, loss: 3.0407, grad_norm: 3.3850 2020-10-24 21:40:05,207 - mmaction - INFO - Epoch [62][920/1712] lr: 1.000e-03, eta: 21:12:23, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.4048 2020-10-24 21:40:27,432 - mmaction - INFO - Epoch [62][940/1712] lr: 1.000e-03, eta: 21:11:59, time: 1.113, data_time: 0.004, memory: 5822, loss_cls: 3.0160, loss: 3.0160, grad_norm: 3.4147 2020-10-24 21:40:48,841 - mmaction - INFO - Epoch [62][960/1712] lr: 1.000e-03, eta: 21:11:35, time: 1.064, data_time: 0.001, memory: 5822, loss_cls: 3.0027, loss: 3.0027, grad_norm: 3.2697 2020-10-24 21:41:10,136 - mmaction - INFO - Epoch [62][980/1712] lr: 1.000e-03, eta: 21:11:11, time: 1.068, data_time: 0.010, memory: 5822, loss_cls: 3.0078, loss: 3.0078, grad_norm: 3.3584 2020-10-24 21:41:31,998 - mmaction - INFO - Epoch [62][1000/1712] lr: 1.000e-03, eta: 21:10:47, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.3236 2020-10-24 21:41:53,329 - mmaction - INFO - Epoch [62][1020/1712] lr: 1.000e-03, eta: 21:10:22, time: 1.064, data_time: 0.007, memory: 5822, loss_cls: 3.0180, loss: 3.0180, grad_norm: 3.3750 2020-10-24 21:42:15,189 - mmaction - INFO - Epoch [62][1040/1712] lr: 1.000e-03, eta: 21:09:58, time: 1.094, data_time: 0.009, memory: 5822, loss_cls: 3.0692, loss: 3.0692, grad_norm: 3.4472 2020-10-24 21:42:37,404 - mmaction - INFO - Epoch [62][1060/1712] lr: 1.000e-03, eta: 21:09:34, time: 1.113, data_time: 0.006, memory: 5822, loss_cls: 3.0150, loss: 3.0150, grad_norm: 3.3399 2020-10-24 21:42:59,188 - mmaction - INFO - Epoch [62][1080/1712] lr: 1.000e-03, eta: 21:09:10, time: 1.087, data_time: 0.003, memory: 5822, loss_cls: 2.9716, loss: 2.9716, grad_norm: 3.3176 2020-10-24 21:43:20,738 - mmaction - INFO - Epoch [62][1100/1712] lr: 1.000e-03, eta: 21:08:46, time: 1.069, data_time: 0.014, memory: 5822, loss_cls: 3.0202, loss: 3.0202, grad_norm: 3.4058 2020-10-24 21:43:42,338 - mmaction - INFO - Epoch [62][1120/1712] lr: 1.000e-03, eta: 21:08:22, time: 1.077, data_time: 0.017, memory: 5822, loss_cls: 3.0532, loss: 3.0532, grad_norm: 3.3839 2020-10-24 21:44:03,857 - mmaction - INFO - Epoch [62][1140/1712] lr: 1.000e-03, eta: 21:07:58, time: 1.086, data_time: 0.014, memory: 5822, loss_cls: 3.0501, loss: 3.0501, grad_norm: 3.3798 2020-10-24 21:44:25,338 - mmaction - INFO - Epoch [62][1160/1712] lr: 1.000e-03, eta: 21:07:34, time: 1.076, data_time: 0.005, memory: 5822, loss_cls: 3.0413, loss: 3.0413, grad_norm: 3.3783 2020-10-24 21:44:48,256 - mmaction - INFO - Epoch [62][1180/1712] lr: 1.000e-03, eta: 21:07:10, time: 1.133, data_time: 0.004, memory: 5822, loss_cls: 3.0035, loss: 3.0035, grad_norm: 3.3633 2020-10-24 21:45:08,662 - mmaction - INFO - Epoch [62][1200/1712] lr: 1.000e-03, eta: 21:06:45, time: 1.026, data_time: 0.017, memory: 5822, loss_cls: 3.0023, loss: 3.0023, grad_norm: 3.3961 2020-10-24 21:45:30,842 - mmaction - INFO - Epoch [62][1220/1712] lr: 1.000e-03, eta: 21:06:21, time: 1.109, data_time: 0.010, memory: 5822, loss_cls: 3.0271, loss: 3.0271, grad_norm: 3.3555 2020-10-24 21:45:52,851 - mmaction - INFO - Epoch [62][1240/1712] lr: 1.000e-03, eta: 21:05:57, time: 1.101, data_time: 0.010, memory: 5822, loss_cls: 3.0598, loss: 3.0598, grad_norm: 3.4796 2020-10-24 21:46:14,285 - mmaction - INFO - Epoch [62][1260/1712] lr: 1.000e-03, eta: 21:05:33, time: 1.071, data_time: 0.009, memory: 5822, loss_cls: 3.0187, loss: 3.0187, grad_norm: 3.3458 2020-10-24 21:46:36,881 - mmaction - INFO - Epoch [62][1280/1712] lr: 1.000e-03, eta: 21:05:10, time: 1.137, data_time: 0.012, memory: 5822, loss_cls: 3.0481, loss: 3.0481, grad_norm: 3.3269 2020-10-24 21:46:58,475 - mmaction - INFO - Epoch [62][1300/1712] lr: 1.000e-03, eta: 21:04:46, time: 1.073, data_time: 0.004, memory: 5822, loss_cls: 3.0181, loss: 3.0181, grad_norm: 3.3997 2020-10-24 21:47:20,467 - mmaction - INFO - Epoch [62][1320/1712] lr: 1.000e-03, eta: 21:04:22, time: 1.101, data_time: 0.011, memory: 5822, loss_cls: 3.0469, loss: 3.0469, grad_norm: 3.4187 2020-10-24 21:47:42,228 - mmaction - INFO - Epoch [62][1340/1712] lr: 1.000e-03, eta: 21:03:58, time: 1.091, data_time: 0.017, memory: 5822, loss_cls: 3.0443, loss: 3.0443, grad_norm: 3.3620 2020-10-24 21:48:04,543 - mmaction - INFO - Epoch [62][1360/1712] lr: 1.000e-03, eta: 21:03:34, time: 1.102, data_time: 0.005, memory: 5822, loss_cls: 3.0242, loss: 3.0242, grad_norm: 3.3718 2020-10-24 21:48:25,954 - mmaction - INFO - Epoch [62][1380/1712] lr: 1.000e-03, eta: 21:03:10, time: 1.080, data_time: 0.019, memory: 5822, loss_cls: 2.9675, loss: 2.9675, grad_norm: 3.2709 2020-10-24 21:48:46,940 - mmaction - INFO - Epoch [62][1400/1712] lr: 1.000e-03, eta: 21:02:45, time: 1.052, data_time: 0.004, memory: 5822, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.4170 2020-10-24 21:49:08,622 - mmaction - INFO - Epoch [62][1420/1712] lr: 1.000e-03, eta: 21:02:21, time: 1.082, data_time: 0.002, memory: 5822, loss_cls: 3.0123, loss: 3.0123, grad_norm: 3.3246 2020-10-24 21:49:30,964 - mmaction - INFO - Epoch [62][1440/1712] lr: 1.000e-03, eta: 21:01:57, time: 1.112, data_time: 0.007, memory: 5822, loss_cls: 3.0606, loss: 3.0606, grad_norm: 3.4954 2020-10-24 21:49:52,616 - mmaction - INFO - Epoch [62][1460/1712] lr: 1.000e-03, eta: 21:01:33, time: 1.087, data_time: 0.009, memory: 5822, loss_cls: 3.0198, loss: 3.0198, grad_norm: 3.3812 2020-10-24 21:50:14,865 - mmaction - INFO - Epoch [62][1480/1712] lr: 1.000e-03, eta: 21:01:09, time: 1.114, data_time: 0.006, memory: 5822, loss_cls: 3.0352, loss: 3.0352, grad_norm: 3.3734 2020-10-24 21:50:36,100 - mmaction - INFO - Epoch [62][1500/1712] lr: 1.000e-03, eta: 21:00:45, time: 1.063, data_time: 0.004, memory: 5822, loss_cls: 2.9941, loss: 2.9941, grad_norm: 3.4457 2020-10-24 21:50:57,559 - mmaction - INFO - Epoch [62][1520/1712] lr: 1.000e-03, eta: 21:00:21, time: 1.069, data_time: 0.002, memory: 5822, loss_cls: 3.0206, loss: 3.0206, grad_norm: 3.3982 2020-10-24 21:51:19,120 - mmaction - INFO - Epoch [62][1540/1712] lr: 1.000e-03, eta: 20:59:57, time: 1.078, data_time: 0.008, memory: 5822, loss_cls: 3.0373, loss: 3.0373, grad_norm: 3.3758 2020-10-24 21:51:40,686 - mmaction - INFO - Epoch [62][1560/1712] lr: 1.000e-03, eta: 20:59:32, time: 1.075, data_time: 0.007, memory: 5822, loss_cls: 3.0107, loss: 3.0107, grad_norm: 3.3237 2020-10-24 21:52:02,283 - mmaction - INFO - Epoch [62][1580/1712] lr: 1.000e-03, eta: 20:59:08, time: 1.086, data_time: 0.009, memory: 5822, loss_cls: 3.0189, loss: 3.0189, grad_norm: 3.3596 2020-10-24 21:52:24,740 - mmaction - INFO - Epoch [62][1600/1712] lr: 1.000e-03, eta: 20:58:45, time: 1.124, data_time: 0.005, memory: 5822, loss_cls: 3.0788, loss: 3.0788, grad_norm: 3.4415 2020-10-24 21:52:46,416 - mmaction - INFO - Epoch [62][1620/1712] lr: 1.000e-03, eta: 20:58:20, time: 1.079, data_time: 0.004, memory: 5822, loss_cls: 3.0152, loss: 3.0152, grad_norm: 3.3360 2020-10-24 21:53:08,110 - mmaction - INFO - Epoch [62][1640/1712] lr: 1.000e-03, eta: 20:57:56, time: 1.089, data_time: 0.006, memory: 5822, loss_cls: 3.0104, loss: 3.0104, grad_norm: 3.3844 2020-10-24 21:53:29,658 - mmaction - INFO - Epoch [62][1660/1712] lr: 1.000e-03, eta: 20:57:32, time: 1.072, data_time: 0.002, memory: 5822, loss_cls: 3.0260, loss: 3.0260, grad_norm: 3.3409 2020-10-24 21:53:51,458 - mmaction - INFO - Epoch [62][1680/1712] lr: 1.000e-03, eta: 20:57:08, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 3.0497, loss: 3.0497, grad_norm: 3.4371 2020-10-24 21:54:13,513 - mmaction - INFO - Epoch [62][1700/1712] lr: 1.000e-03, eta: 20:56:44, time: 1.109, data_time: 0.016, memory: 5822, loss_cls: 3.0458, loss: 3.0458, grad_norm: 3.4141 2020-10-24 21:55:05,035 - mmaction - INFO - Epoch [63][20/1712] lr: 1.000e-03, eta: 20:56:08, time: 1.903, data_time: 1.212, memory: 5822, loss_cls: 3.0690, loss: 3.0690, grad_norm: 3.4594 2020-10-24 21:55:28,796 - mmaction - INFO - Epoch [63][40/1712] lr: 1.000e-03, eta: 20:55:45, time: 1.189, data_time: 0.528, memory: 5822, loss_cls: 2.9785, loss: 2.9785, grad_norm: 3.3202 2020-10-24 21:55:51,881 - mmaction - INFO - Epoch [63][60/1712] lr: 1.000e-03, eta: 20:55:22, time: 1.154, data_time: 0.359, memory: 5822, loss_cls: 2.9743, loss: 2.9743, grad_norm: 3.3159 2020-10-24 21:56:15,394 - mmaction - INFO - Epoch [63][80/1712] lr: 1.000e-03, eta: 20:54:59, time: 1.175, data_time: 0.271, memory: 5822, loss_cls: 3.0174, loss: 3.0174, grad_norm: 3.3044 2020-10-24 21:56:38,078 - mmaction - INFO - Epoch [63][100/1712] lr: 1.000e-03, eta: 20:54:35, time: 1.135, data_time: 0.157, memory: 5822, loss_cls: 3.0569, loss: 3.0569, grad_norm: 3.3759 2020-10-24 21:57:01,217 - mmaction - INFO - Epoch [63][120/1712] lr: 1.000e-03, eta: 20:54:12, time: 1.157, data_time: 0.386, memory: 5822, loss_cls: 3.0860, loss: 3.0860, grad_norm: 3.4804 2020-10-24 21:57:24,677 - mmaction - INFO - Epoch [63][140/1712] lr: 1.000e-03, eta: 20:53:49, time: 1.173, data_time: 0.209, memory: 5822, loss_cls: 3.0062, loss: 3.0062, grad_norm: 3.3694 2020-10-24 21:57:47,007 - mmaction - INFO - Epoch [63][160/1712] lr: 1.000e-03, eta: 20:53:25, time: 1.112, data_time: 0.004, memory: 5822, loss_cls: 2.9901, loss: 2.9901, grad_norm: 3.3207 2020-10-24 21:58:08,675 - mmaction - INFO - Epoch [63][180/1712] lr: 1.000e-03, eta: 20:53:01, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 3.0524, loss: 3.0524, grad_norm: 3.4613 2020-10-24 21:58:30,059 - mmaction - INFO - Epoch [63][200/1712] lr: 1.000e-03, eta: 20:52:37, time: 1.068, data_time: 0.003, memory: 5822, loss_cls: 2.9753, loss: 2.9753, grad_norm: 3.2905 2020-10-24 21:58:52,193 - mmaction - INFO - Epoch [63][220/1712] lr: 1.000e-03, eta: 20:52:13, time: 1.108, data_time: 0.005, memory: 5822, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.3204 2020-10-24 21:59:13,700 - mmaction - INFO - Epoch [63][240/1712] lr: 1.000e-03, eta: 20:51:49, time: 1.072, data_time: 0.006, memory: 5822, loss_cls: 2.9805, loss: 2.9805, grad_norm: 3.3750 2020-10-24 21:59:34,996 - mmaction - INFO - Epoch [63][260/1712] lr: 1.000e-03, eta: 20:51:25, time: 1.067, data_time: 0.008, memory: 5822, loss_cls: 3.0598, loss: 3.0598, grad_norm: 3.3940 2020-10-24 21:59:56,800 - mmaction - INFO - Epoch [63][280/1712] lr: 1.000e-03, eta: 20:51:01, time: 1.087, data_time: 0.007, memory: 5822, loss_cls: 3.0303, loss: 3.0303, grad_norm: 3.4398 2020-10-24 22:00:18,516 - mmaction - INFO - Epoch [63][300/1712] lr: 1.000e-03, eta: 20:50:37, time: 1.091, data_time: 0.009, memory: 5822, loss_cls: 3.0020, loss: 3.0020, grad_norm: 3.2832 2020-10-24 22:00:40,335 - mmaction - INFO - Epoch [63][320/1712] lr: 1.000e-03, eta: 20:50:13, time: 1.088, data_time: 0.001, memory: 5822, loss_cls: 2.9628, loss: 2.9628, grad_norm: 3.3710 2020-10-24 22:01:01,915 - mmaction - INFO - Epoch [63][340/1712] lr: 1.000e-03, eta: 20:49:48, time: 1.068, data_time: 0.003, memory: 5822, loss_cls: 2.9689, loss: 2.9689, grad_norm: 3.2905 2020-10-24 22:01:23,448 - mmaction - INFO - Epoch [63][360/1712] lr: 1.000e-03, eta: 20:49:24, time: 1.082, data_time: 0.015, memory: 5822, loss_cls: 3.0514, loss: 3.0514, grad_norm: 3.4915 2020-10-24 22:01:45,351 - mmaction - INFO - Epoch [63][380/1712] lr: 1.000e-03, eta: 20:49:00, time: 1.098, data_time: 0.009, memory: 5822, loss_cls: 3.0324, loss: 3.0324, grad_norm: 3.3667 2020-10-24 22:02:06,615 - mmaction - INFO - Epoch [63][400/1712] lr: 1.000e-03, eta: 20:48:36, time: 1.061, data_time: 0.009, memory: 5822, loss_cls: 3.0666, loss: 3.0666, grad_norm: 3.5035 2020-10-24 22:02:27,605 - mmaction - INFO - Epoch [63][420/1712] lr: 1.000e-03, eta: 20:48:12, time: 1.056, data_time: 0.009, memory: 5822, loss_cls: 2.9842, loss: 2.9842, grad_norm: 3.3493 2020-10-24 22:02:49,035 - mmaction - INFO - Epoch [63][440/1712] lr: 1.000e-03, eta: 20:47:47, time: 1.068, data_time: 0.002, memory: 5822, loss_cls: 3.0020, loss: 3.0020, grad_norm: 3.3651 2020-10-24 22:03:10,234 - mmaction - INFO - Epoch [63][460/1712] lr: 1.000e-03, eta: 20:47:23, time: 1.059, data_time: 0.008, memory: 5822, loss_cls: 3.0816, loss: 3.0816, grad_norm: 3.4164 2020-10-24 22:03:31,632 - mmaction - INFO - Epoch [63][480/1712] lr: 1.000e-03, eta: 20:46:59, time: 1.073, data_time: 0.007, memory: 5822, loss_cls: 3.0397, loss: 3.0397, grad_norm: 3.4833 2020-10-24 22:03:53,716 - mmaction - INFO - Epoch [63][500/1712] lr: 1.000e-03, eta: 20:46:35, time: 1.106, data_time: 0.002, memory: 5822, loss_cls: 3.0737, loss: 3.0737, grad_norm: 3.4148 2020-10-24 22:04:15,404 - mmaction - INFO - Epoch [63][520/1712] lr: 1.000e-03, eta: 20:46:11, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.0428, loss: 3.0428, grad_norm: 3.4039 2020-10-24 22:04:37,312 - mmaction - INFO - Epoch [63][540/1712] lr: 1.000e-03, eta: 20:45:47, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 3.0149, loss: 3.0149, grad_norm: 3.4202 2020-10-24 22:04:59,026 - mmaction - INFO - Epoch [63][560/1712] lr: 1.000e-03, eta: 20:45:23, time: 1.088, data_time: 0.005, memory: 5822, loss_cls: 3.0399, loss: 3.0399, grad_norm: 3.5037 2020-10-24 22:05:20,601 - mmaction - INFO - Epoch [63][580/1712] lr: 1.000e-03, eta: 20:44:59, time: 1.078, data_time: 0.003, memory: 5822, loss_cls: 3.0162, loss: 3.0162, grad_norm: 3.4061 2020-10-24 22:05:41,827 - mmaction - INFO - Epoch [63][600/1712] lr: 1.000e-03, eta: 20:44:34, time: 1.057, data_time: 0.002, memory: 5822, loss_cls: 3.0723, loss: 3.0723, grad_norm: 3.4294 2020-10-24 22:06:03,183 - mmaction - INFO - Epoch [63][620/1712] lr: 1.000e-03, eta: 20:44:10, time: 1.071, data_time: 0.007, memory: 5822, loss_cls: 2.9874, loss: 2.9874, grad_norm: 3.3520 2020-10-24 22:06:24,949 - mmaction - INFO - Epoch [63][640/1712] lr: 1.000e-03, eta: 20:43:46, time: 1.088, data_time: 0.005, memory: 5822, loss_cls: 3.0358, loss: 3.0358, grad_norm: 3.4117 2020-10-24 22:06:46,497 - mmaction - INFO - Epoch [63][660/1712] lr: 1.000e-03, eta: 20:43:22, time: 1.068, data_time: 0.004, memory: 5822, loss_cls: 3.0317, loss: 3.0317, grad_norm: 3.4269 2020-10-24 22:07:08,092 - mmaction - INFO - Epoch [63][680/1712] lr: 1.000e-03, eta: 20:42:58, time: 1.088, data_time: 0.015, memory: 5822, loss_cls: 3.0313, loss: 3.0313, grad_norm: 3.3927 2020-10-24 22:07:29,426 - mmaction - INFO - Epoch [63][700/1712] lr: 1.000e-03, eta: 20:42:34, time: 1.070, data_time: 0.005, memory: 5822, loss_cls: 2.9979, loss: 2.9979, grad_norm: 3.4545 2020-10-24 22:07:51,943 - mmaction - INFO - Epoch [63][720/1712] lr: 1.000e-03, eta: 20:42:10, time: 1.126, data_time: 0.002, memory: 5822, loss_cls: 3.0224, loss: 3.0224, grad_norm: 3.3296 2020-10-24 22:08:13,877 - mmaction - INFO - Epoch [63][740/1712] lr: 1.000e-03, eta: 20:41:46, time: 1.086, data_time: 0.002, memory: 5822, loss_cls: 2.9907, loss: 2.9907, grad_norm: 3.3563 2020-10-24 22:08:35,931 - mmaction - INFO - Epoch [63][760/1712] lr: 1.000e-03, eta: 20:41:22, time: 1.104, data_time: 0.013, memory: 5822, loss_cls: 3.0011, loss: 3.0011, grad_norm: 3.4114 2020-10-24 22:08:57,570 - mmaction - INFO - Epoch [63][780/1712] lr: 1.000e-03, eta: 20:40:58, time: 1.091, data_time: 0.012, memory: 5822, loss_cls: 3.0172, loss: 3.0172, grad_norm: 3.3895 2020-10-24 22:09:18,873 - mmaction - INFO - Epoch [63][800/1712] lr: 1.000e-03, eta: 20:40:34, time: 1.062, data_time: 0.002, memory: 5822, loss_cls: 3.0276, loss: 3.0276, grad_norm: 3.4124 2020-10-24 22:09:41,115 - mmaction - INFO - Epoch [63][820/1712] lr: 1.000e-03, eta: 20:40:10, time: 1.103, data_time: 0.006, memory: 5822, loss_cls: 2.9819, loss: 2.9819, grad_norm: 3.3567 2020-10-24 22:10:02,414 - mmaction - INFO - Epoch [63][840/1712] lr: 1.000e-03, eta: 20:39:46, time: 1.073, data_time: 0.015, memory: 5822, loss_cls: 3.0342, loss: 3.0342, grad_norm: 3.3450 2020-10-24 22:10:23,983 - mmaction - INFO - Epoch [63][860/1712] lr: 1.000e-03, eta: 20:39:22, time: 1.075, data_time: 0.010, memory: 5822, loss_cls: 2.9753, loss: 2.9753, grad_norm: 3.3126 2020-10-24 22:10:45,914 - mmaction - INFO - Epoch [63][880/1712] lr: 1.000e-03, eta: 20:38:58, time: 1.104, data_time: 0.011, memory: 5822, loss_cls: 3.0705, loss: 3.0705, grad_norm: 3.5073 2020-10-24 22:11:07,486 - mmaction - INFO - Epoch [63][900/1712] lr: 1.000e-03, eta: 20:38:34, time: 1.077, data_time: 0.004, memory: 5822, loss_cls: 2.9393, loss: 2.9393, grad_norm: 3.3325 2020-10-24 22:11:29,136 - mmaction - INFO - Epoch [63][920/1712] lr: 1.000e-03, eta: 20:38:10, time: 1.083, data_time: 0.010, memory: 5822, loss_cls: 3.0173, loss: 3.0173, grad_norm: 3.3720 2020-10-24 22:11:50,964 - mmaction - INFO - Epoch [63][940/1712] lr: 1.000e-03, eta: 20:37:46, time: 1.091, data_time: 0.007, memory: 5822, loss_cls: 3.0532, loss: 3.0532, grad_norm: 3.4306 2020-10-24 22:12:13,256 - mmaction - INFO - Epoch [63][960/1712] lr: 1.000e-03, eta: 20:37:22, time: 1.113, data_time: 0.007, memory: 5822, loss_cls: 3.0226, loss: 3.0226, grad_norm: 3.4718 2020-10-24 22:12:35,096 - mmaction - INFO - Epoch [63][980/1712] lr: 1.000e-03, eta: 20:36:58, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 3.0423, loss: 3.0423, grad_norm: 3.4511 2020-10-24 22:12:57,497 - mmaction - INFO - Epoch [63][1000/1712] lr: 1.000e-03, eta: 20:36:34, time: 1.119, data_time: 0.009, memory: 5822, loss_cls: 3.0244, loss: 3.0244, grad_norm: 3.4331 2020-10-24 22:13:19,547 - mmaction - INFO - Epoch [63][1020/1712] lr: 1.000e-03, eta: 20:36:10, time: 1.105, data_time: 0.009, memory: 5822, loss_cls: 3.0206, loss: 3.0206, grad_norm: 3.4180 2020-10-24 22:13:41,279 - mmaction - INFO - Epoch [63][1040/1712] lr: 1.000e-03, eta: 20:35:46, time: 1.086, data_time: 0.003, memory: 5822, loss_cls: 2.9880, loss: 2.9880, grad_norm: 3.3632 2020-10-24 22:14:02,544 - mmaction - INFO - Epoch [63][1060/1712] lr: 1.000e-03, eta: 20:35:22, time: 1.064, data_time: 0.004, memory: 5822, loss_cls: 3.0293, loss: 3.0293, grad_norm: 3.4592 2020-10-24 22:14:24,102 - mmaction - INFO - Epoch [63][1080/1712] lr: 1.000e-03, eta: 20:34:58, time: 1.080, data_time: 0.004, memory: 5822, loss_cls: 3.0343, loss: 3.0343, grad_norm: 3.3752 2020-10-24 22:14:46,016 - mmaction - INFO - Epoch [63][1100/1712] lr: 1.000e-03, eta: 20:34:34, time: 1.096, data_time: 0.003, memory: 5822, loss_cls: 2.9861, loss: 2.9861, grad_norm: 3.3524 2020-10-24 22:15:07,830 - mmaction - INFO - Epoch [63][1120/1712] lr: 1.000e-03, eta: 20:34:10, time: 1.078, data_time: 0.002, memory: 5822, loss_cls: 3.0620, loss: 3.0620, grad_norm: 3.3921 2020-10-24 22:15:29,548 - mmaction - INFO - Epoch [63][1140/1712] lr: 1.000e-03, eta: 20:33:46, time: 1.095, data_time: 0.016, memory: 5822, loss_cls: 2.9526, loss: 2.9526, grad_norm: 3.2777 2020-10-24 22:15:51,627 - mmaction - INFO - Epoch [63][1160/1712] lr: 1.000e-03, eta: 20:33:22, time: 1.102, data_time: 0.004, memory: 5822, loss_cls: 3.0223, loss: 3.0223, grad_norm: 3.4220 2020-10-24 22:16:13,090 - mmaction - INFO - Epoch [63][1180/1712] lr: 1.000e-03, eta: 20:32:58, time: 1.076, data_time: 0.008, memory: 5822, loss_cls: 3.0271, loss: 3.0271, grad_norm: 3.3953 2020-10-24 22:16:34,884 - mmaction - INFO - Epoch [63][1200/1712] lr: 1.000e-03, eta: 20:32:34, time: 1.086, data_time: 0.003, memory: 5822, loss_cls: 3.0474, loss: 3.0474, grad_norm: 3.3973 2020-10-24 22:16:56,708 - mmaction - INFO - Epoch [63][1220/1712] lr: 1.000e-03, eta: 20:32:10, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 2.9938, loss: 2.9938, grad_norm: 3.3934 2020-10-24 22:17:18,326 - mmaction - INFO - Epoch [63][1240/1712] lr: 1.000e-03, eta: 20:31:46, time: 1.081, data_time: 0.004, memory: 5822, loss_cls: 3.0622, loss: 3.0622, grad_norm: 3.3930 2020-10-24 22:17:39,940 - mmaction - INFO - Epoch [63][1260/1712] lr: 1.000e-03, eta: 20:31:22, time: 1.072, data_time: 0.002, memory: 5822, loss_cls: 3.0485, loss: 3.0485, grad_norm: 3.4337 2020-10-24 22:18:01,796 - mmaction - INFO - Epoch [63][1280/1712] lr: 1.000e-03, eta: 20:30:58, time: 1.090, data_time: 0.011, memory: 5822, loss_cls: 3.0082, loss: 3.0082, grad_norm: 3.3595 2020-10-24 22:18:23,386 - mmaction - INFO - Epoch [63][1300/1712] lr: 1.000e-03, eta: 20:30:34, time: 1.089, data_time: 0.014, memory: 5822, loss_cls: 2.9577, loss: 2.9577, grad_norm: 3.3512 2020-10-24 22:18:44,851 - mmaction - INFO - Epoch [63][1320/1712] lr: 1.000e-03, eta: 20:30:10, time: 1.072, data_time: 0.005, memory: 5822, loss_cls: 2.9657, loss: 2.9657, grad_norm: 3.3346 2020-10-24 22:19:07,063 - mmaction - INFO - Epoch [63][1340/1712] lr: 1.000e-03, eta: 20:29:46, time: 1.114, data_time: 0.006, memory: 5822, loss_cls: 3.0265, loss: 3.0265, grad_norm: 3.4929 2020-10-24 22:19:29,421 - mmaction - INFO - Epoch [63][1360/1712] lr: 1.000e-03, eta: 20:29:22, time: 1.115, data_time: 0.005, memory: 5822, loss_cls: 3.0560, loss: 3.0560, grad_norm: 3.4135 2020-10-24 22:19:51,124 - mmaction - INFO - Epoch [63][1380/1712] lr: 1.000e-03, eta: 20:28:58, time: 1.079, data_time: 0.007, memory: 5822, loss_cls: 3.0008, loss: 3.0008, grad_norm: 3.4091 2020-10-24 22:20:13,402 - mmaction - INFO - Epoch [63][1400/1712] lr: 1.000e-03, eta: 20:28:35, time: 1.120, data_time: 0.015, memory: 5822, loss_cls: 3.0190, loss: 3.0190, grad_norm: 3.4715 2020-10-24 22:20:34,834 - mmaction - INFO - Epoch [63][1420/1712] lr: 1.000e-03, eta: 20:28:11, time: 1.073, data_time: 0.003, memory: 5822, loss_cls: 3.0294, loss: 3.0294, grad_norm: 3.4304 2020-10-24 22:20:56,321 - mmaction - INFO - Epoch [63][1440/1712] lr: 1.000e-03, eta: 20:27:46, time: 1.073, data_time: 0.004, memory: 5822, loss_cls: 2.9808, loss: 2.9808, grad_norm: 3.3665 2020-10-24 22:21:17,263 - mmaction - INFO - Epoch [63][1460/1712] lr: 1.000e-03, eta: 20:27:22, time: 1.046, data_time: 0.002, memory: 5822, loss_cls: 3.0318, loss: 3.0318, grad_norm: 3.4473 2020-10-24 22:21:39,261 - mmaction - INFO - Epoch [63][1480/1712] lr: 1.000e-03, eta: 20:26:58, time: 1.092, data_time: 0.005, memory: 5822, loss_cls: 3.0170, loss: 3.0170, grad_norm: 3.3358 2020-10-24 22:22:01,167 - mmaction - INFO - Epoch [63][1500/1712] lr: 1.000e-03, eta: 20:26:34, time: 1.105, data_time: 0.013, memory: 5822, loss_cls: 2.9793, loss: 2.9793, grad_norm: 3.3509 2020-10-24 22:22:23,300 - mmaction - INFO - Epoch [63][1520/1712] lr: 1.000e-03, eta: 20:26:10, time: 1.105, data_time: 0.002, memory: 5822, loss_cls: 3.0008, loss: 3.0008, grad_norm: 3.4009 2020-10-24 22:22:45,504 - mmaction - INFO - Epoch [63][1540/1712] lr: 1.000e-03, eta: 20:25:47, time: 1.111, data_time: 0.008, memory: 5822, loss_cls: 3.0424, loss: 3.0424, grad_norm: 3.4125 2020-10-24 22:23:07,247 - mmaction - INFO - Epoch [63][1560/1712] lr: 1.000e-03, eta: 20:25:23, time: 1.086, data_time: 0.003, memory: 5822, loss_cls: 3.0043, loss: 3.0043, grad_norm: 3.4188 2020-10-24 22:23:29,164 - mmaction - INFO - Epoch [63][1580/1712] lr: 1.000e-03, eta: 20:24:59, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 3.0579, loss: 3.0579, grad_norm: 3.4599 2020-10-24 22:23:50,482 - mmaction - INFO - Epoch [63][1600/1712] lr: 1.000e-03, eta: 20:24:35, time: 1.069, data_time: 0.012, memory: 5822, loss_cls: 3.0180, loss: 3.0180, grad_norm: 3.4582 2020-10-24 22:24:13,099 - mmaction - INFO - Epoch [63][1620/1712] lr: 1.000e-03, eta: 20:24:11, time: 1.136, data_time: 0.010, memory: 5822, loss_cls: 3.0156, loss: 3.0156, grad_norm: 3.3407 2020-10-24 22:24:34,233 - mmaction - INFO - Epoch [63][1640/1712] lr: 1.000e-03, eta: 20:23:47, time: 1.058, data_time: 0.005, memory: 5822, loss_cls: 2.9696, loss: 2.9696, grad_norm: 3.4199 2020-10-24 22:24:56,239 - mmaction - INFO - Epoch [63][1660/1712] lr: 1.000e-03, eta: 20:23:23, time: 1.098, data_time: 0.003, memory: 5822, loss_cls: 2.9688, loss: 2.9688, grad_norm: 3.3369 2020-10-24 22:25:18,233 - mmaction - INFO - Epoch [63][1680/1712] lr: 1.000e-03, eta: 20:22:59, time: 1.102, data_time: 0.005, memory: 5822, loss_cls: 3.0083, loss: 3.0083, grad_norm: 3.4579 2020-10-24 22:25:40,110 - mmaction - INFO - Epoch [63][1700/1712] lr: 1.000e-03, eta: 20:22:35, time: 1.083, data_time: 0.001, memory: 5822, loss_cls: 3.0299, loss: 3.0299, grad_norm: 3.4261 2020-10-24 22:26:34,094 - mmaction - INFO - Epoch [64][20/1712] lr: 1.000e-03, eta: 20:22:00, time: 2.044, data_time: 1.296, memory: 5822, loss_cls: 3.0104, loss: 3.0104, grad_norm: 3.3969 2020-10-24 22:26:58,065 - mmaction - INFO - Epoch [64][40/1712] lr: 1.000e-03, eta: 20:21:38, time: 1.201, data_time: 0.284, memory: 5822, loss_cls: 2.9735, loss: 2.9735, grad_norm: 3.3017 2020-10-24 22:27:21,039 - mmaction - INFO - Epoch [64][60/1712] lr: 1.000e-03, eta: 20:21:14, time: 1.145, data_time: 0.264, memory: 5822, loss_cls: 2.9892, loss: 2.9892, grad_norm: 3.3509 2020-10-24 22:27:43,696 - mmaction - INFO - Epoch [64][80/1712] lr: 1.000e-03, eta: 20:20:51, time: 1.137, data_time: 0.306, memory: 5822, loss_cls: 3.0124, loss: 3.0124, grad_norm: 3.3696 2020-10-24 22:28:06,999 - mmaction - INFO - Epoch [64][100/1712] lr: 1.000e-03, eta: 20:20:28, time: 1.157, data_time: 0.339, memory: 5822, loss_cls: 2.9892, loss: 2.9892, grad_norm: 3.3956 2020-10-24 22:28:29,432 - mmaction - INFO - Epoch [64][120/1712] lr: 1.000e-03, eta: 20:20:04, time: 1.122, data_time: 0.473, memory: 5822, loss_cls: 2.9940, loss: 2.9940, grad_norm: 3.2749 2020-10-24 22:28:51,696 - mmaction - INFO - Epoch [64][140/1712] lr: 1.000e-03, eta: 20:19:40, time: 1.111, data_time: 0.498, memory: 5822, loss_cls: 3.0299, loss: 3.0299, grad_norm: 3.4615 2020-10-24 22:29:14,109 - mmaction - INFO - Epoch [64][160/1712] lr: 1.000e-03, eta: 20:19:17, time: 1.127, data_time: 0.510, memory: 5822, loss_cls: 3.0509, loss: 3.0509, grad_norm: 3.4077 2020-10-24 22:29:37,029 - mmaction - INFO - Epoch [64][180/1712] lr: 1.000e-03, eta: 20:18:54, time: 1.139, data_time: 0.566, memory: 5822, loss_cls: 3.0225, loss: 3.0225, grad_norm: 3.4002 2020-10-24 22:30:00,000 - mmaction - INFO - Epoch [64][200/1712] lr: 1.000e-03, eta: 20:18:30, time: 1.156, data_time: 0.516, memory: 5822, loss_cls: 3.0677, loss: 3.0677, grad_norm: 3.4566 2020-10-24 22:30:22,241 - mmaction - INFO - Epoch [64][220/1712] lr: 1.000e-03, eta: 20:18:07, time: 1.111, data_time: 0.496, memory: 5822, loss_cls: 2.9998, loss: 2.9998, grad_norm: 3.4560 2020-10-24 22:30:45,511 - mmaction - INFO - Epoch [64][240/1712] lr: 1.000e-03, eta: 20:17:44, time: 1.160, data_time: 0.536, memory: 5822, loss_cls: 3.0454, loss: 3.0454, grad_norm: 3.4199 2020-10-24 22:31:06,884 - mmaction - INFO - Epoch [64][260/1712] lr: 1.000e-03, eta: 20:17:19, time: 1.075, data_time: 0.460, memory: 5822, loss_cls: 3.0529, loss: 3.0529, grad_norm: 3.4409 2020-10-24 22:31:28,720 - mmaction - INFO - Epoch [64][280/1712] lr: 1.000e-03, eta: 20:16:56, time: 1.088, data_time: 0.459, memory: 5822, loss_cls: 3.0156, loss: 3.0156, grad_norm: 3.3540 2020-10-24 22:31:50,145 - mmaction - INFO - Epoch [64][300/1712] lr: 1.000e-03, eta: 20:16:31, time: 1.073, data_time: 0.446, memory: 5822, loss_cls: 3.0145, loss: 3.0145, grad_norm: 3.3699 2020-10-24 22:32:11,980 - mmaction - INFO - Epoch [64][320/1712] lr: 1.000e-03, eta: 20:16:07, time: 1.092, data_time: 0.463, memory: 5822, loss_cls: 2.9851, loss: 2.9851, grad_norm: 3.3645 2020-10-24 22:32:33,961 - mmaction - INFO - Epoch [64][340/1712] lr: 1.000e-03, eta: 20:15:44, time: 1.093, data_time: 0.470, memory: 5822, loss_cls: 3.0102, loss: 3.0102, grad_norm: 3.4004 2020-10-24 22:32:55,810 - mmaction - INFO - Epoch [64][360/1712] lr: 1.000e-03, eta: 20:15:20, time: 1.095, data_time: 0.492, memory: 5822, loss_cls: 2.9869, loss: 2.9869, grad_norm: 3.3783 2020-10-24 22:33:18,356 - mmaction - INFO - Epoch [64][380/1712] lr: 1.000e-03, eta: 20:14:56, time: 1.128, data_time: 0.502, memory: 5822, loss_cls: 3.0025, loss: 3.0025, grad_norm: 3.3413 2020-10-24 22:33:40,229 - mmaction - INFO - Epoch [64][400/1712] lr: 1.000e-03, eta: 20:14:32, time: 1.085, data_time: 0.475, memory: 5822, loss_cls: 3.0101, loss: 3.0101, grad_norm: 3.4000 2020-10-24 22:34:02,470 - mmaction - INFO - Epoch [64][420/1712] lr: 1.000e-03, eta: 20:14:09, time: 1.122, data_time: 0.521, memory: 5822, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.3756 2020-10-24 22:34:23,997 - mmaction - INFO - Epoch [64][440/1712] lr: 1.000e-03, eta: 20:13:45, time: 1.080, data_time: 0.471, memory: 5822, loss_cls: 3.0294, loss: 3.0294, grad_norm: 3.4456 2020-10-24 22:34:46,034 - mmaction - INFO - Epoch [64][460/1712] lr: 1.000e-03, eta: 20:13:21, time: 1.095, data_time: 0.468, memory: 5822, loss_cls: 3.0178, loss: 3.0178, grad_norm: 3.4021 2020-10-24 22:35:07,560 - mmaction - INFO - Epoch [64][480/1712] lr: 1.000e-03, eta: 20:12:56, time: 1.072, data_time: 0.457, memory: 5822, loss_cls: 2.9415, loss: 2.9415, grad_norm: 3.2912 2020-10-24 22:35:28,754 - mmaction - INFO - Epoch [64][500/1712] lr: 1.000e-03, eta: 20:12:32, time: 1.069, data_time: 0.451, memory: 5822, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.3668 2020-10-24 22:35:50,302 - mmaction - INFO - Epoch [64][520/1712] lr: 1.000e-03, eta: 20:12:08, time: 1.065, data_time: 0.439, memory: 5822, loss_cls: 2.9932, loss: 2.9932, grad_norm: 3.3720 2020-10-24 22:36:12,745 - mmaction - INFO - Epoch [64][540/1712] lr: 1.000e-03, eta: 20:11:45, time: 1.134, data_time: 0.470, memory: 5822, loss_cls: 2.9490, loss: 2.9490, grad_norm: 3.3748 2020-10-24 22:36:34,420 - mmaction - INFO - Epoch [64][560/1712] lr: 1.000e-03, eta: 20:11:21, time: 1.082, data_time: 0.461, memory: 5822, loss_cls: 2.9600, loss: 2.9600, grad_norm: 3.3460 2020-10-24 22:36:56,068 - mmaction - INFO - Epoch [64][580/1712] lr: 1.000e-03, eta: 20:10:57, time: 1.082, data_time: 0.475, memory: 5822, loss_cls: 3.0548, loss: 3.0548, grad_norm: 3.4333 2020-10-24 22:37:18,156 - mmaction - INFO - Epoch [64][600/1712] lr: 1.000e-03, eta: 20:10:33, time: 1.106, data_time: 0.480, memory: 5822, loss_cls: 3.0087, loss: 3.0087, grad_norm: 3.4299 2020-10-24 22:37:40,447 - mmaction - INFO - Epoch [64][620/1712] lr: 1.000e-03, eta: 20:10:09, time: 1.112, data_time: 0.508, memory: 5822, loss_cls: 3.0402, loss: 3.0402, grad_norm: 3.3955 2020-10-24 22:38:02,645 - mmaction - INFO - Epoch [64][640/1712] lr: 1.000e-03, eta: 20:09:45, time: 1.114, data_time: 0.502, memory: 5822, loss_cls: 2.9864, loss: 2.9864, grad_norm: 3.3882 2020-10-24 22:38:24,391 - mmaction - INFO - Epoch [64][660/1712] lr: 1.000e-03, eta: 20:09:21, time: 1.083, data_time: 0.474, memory: 5822, loss_cls: 3.0000, loss: 3.0000, grad_norm: 3.3701 2020-10-24 22:38:46,374 - mmaction - INFO - Epoch [64][680/1712] lr: 1.000e-03, eta: 20:08:58, time: 1.094, data_time: 0.488, memory: 5822, loss_cls: 3.0133, loss: 3.0133, grad_norm: 3.3977 2020-10-24 22:39:08,264 - mmaction - INFO - Epoch [64][700/1712] lr: 1.000e-03, eta: 20:08:34, time: 1.097, data_time: 0.484, memory: 5822, loss_cls: 3.0211, loss: 3.0211, grad_norm: 3.3350 2020-10-24 22:39:29,798 - mmaction - INFO - Epoch [64][720/1712] lr: 1.000e-03, eta: 20:08:10, time: 1.081, data_time: 0.459, memory: 5822, loss_cls: 2.9889, loss: 2.9889, grad_norm: 3.3889 2020-10-24 22:39:51,437 - mmaction - INFO - Epoch [64][740/1712] lr: 1.000e-03, eta: 20:07:46, time: 1.085, data_time: 0.482, memory: 5822, loss_cls: 3.0245, loss: 3.0245, grad_norm: 3.4097 2020-10-24 22:40:13,086 - mmaction - INFO - Epoch [64][760/1712] lr: 1.000e-03, eta: 20:07:22, time: 1.075, data_time: 0.469, memory: 5822, loss_cls: 3.0253, loss: 3.0253, grad_norm: 3.3210 2020-10-24 22:40:34,621 - mmaction - INFO - Epoch [64][780/1712] lr: 1.000e-03, eta: 20:06:57, time: 1.071, data_time: 0.463, memory: 5822, loss_cls: 3.0296, loss: 3.0296, grad_norm: 3.4263 2020-10-24 22:40:56,090 - mmaction - INFO - Epoch [64][800/1712] lr: 1.000e-03, eta: 20:06:34, time: 1.086, data_time: 0.452, memory: 5822, loss_cls: 3.0180, loss: 3.0180, grad_norm: 3.4248 2020-10-24 22:41:17,682 - mmaction - INFO - Epoch [64][820/1712] lr: 1.000e-03, eta: 20:06:09, time: 1.072, data_time: 0.468, memory: 5822, loss_cls: 3.0350, loss: 3.0350, grad_norm: 3.4617 2020-10-24 22:41:39,675 - mmaction - INFO - Epoch [64][840/1712] lr: 1.000e-03, eta: 20:05:46, time: 1.107, data_time: 0.488, memory: 5822, loss_cls: 3.0167, loss: 3.0167, grad_norm: 3.4190 2020-10-24 22:42:01,988 - mmaction - INFO - Epoch [64][860/1712] lr: 1.000e-03, eta: 20:05:22, time: 1.115, data_time: 0.478, memory: 5822, loss_cls: 2.9862, loss: 2.9862, grad_norm: 3.4211 2020-10-24 22:42:22,884 - mmaction - INFO - Epoch [64][880/1712] lr: 1.000e-03, eta: 20:04:58, time: 1.046, data_time: 0.450, memory: 5822, loss_cls: 3.0392, loss: 3.0392, grad_norm: 3.4146 2020-10-24 22:42:44,802 - mmaction - INFO - Epoch [64][900/1712] lr: 1.000e-03, eta: 20:04:34, time: 1.094, data_time: 0.449, memory: 5822, loss_cls: 3.0144, loss: 3.0144, grad_norm: 3.4239 2020-10-24 22:43:06,845 - mmaction - INFO - Epoch [64][920/1712] lr: 1.000e-03, eta: 20:04:10, time: 1.104, data_time: 0.485, memory: 5822, loss_cls: 3.0386, loss: 3.0386, grad_norm: 3.4099 2020-10-24 22:43:28,073 - mmaction - INFO - Epoch [64][940/1712] lr: 1.000e-03, eta: 20:03:46, time: 1.061, data_time: 0.442, memory: 5822, loss_cls: 2.9940, loss: 2.9940, grad_norm: 3.4027 2020-10-24 22:43:49,857 - mmaction - INFO - Epoch [64][960/1712] lr: 1.000e-03, eta: 20:03:22, time: 1.088, data_time: 0.479, memory: 5822, loss_cls: 3.0282, loss: 3.0282, grad_norm: 3.4011 2020-10-24 22:44:11,272 - mmaction - INFO - Epoch [64][980/1712] lr: 1.000e-03, eta: 20:02:58, time: 1.072, data_time: 0.448, memory: 5822, loss_cls: 3.0097, loss: 3.0097, grad_norm: 3.3458 2020-10-24 22:44:32,870 - mmaction - INFO - Epoch [64][1000/1712] lr: 1.000e-03, eta: 20:02:33, time: 1.067, data_time: 0.442, memory: 5822, loss_cls: 3.1012, loss: 3.1012, grad_norm: 3.4493 2020-10-24 22:44:54,557 - mmaction - INFO - Epoch [64][1020/1712] lr: 1.000e-03, eta: 20:02:10, time: 1.088, data_time: 0.466, memory: 5822, loss_cls: 2.9443, loss: 2.9443, grad_norm: 3.2849 2020-10-24 22:45:16,146 - mmaction - INFO - Epoch [64][1040/1712] lr: 1.000e-03, eta: 20:01:46, time: 1.084, data_time: 0.454, memory: 5822, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.4191 2020-10-24 22:45:38,380 - mmaction - INFO - Epoch [64][1060/1712] lr: 1.000e-03, eta: 20:01:22, time: 1.113, data_time: 0.485, memory: 5822, loss_cls: 3.0047, loss: 3.0047, grad_norm: 3.3925 2020-10-24 22:46:00,081 - mmaction - INFO - Epoch [64][1080/1712] lr: 1.000e-03, eta: 20:00:58, time: 1.083, data_time: 0.467, memory: 5822, loss_cls: 3.0135, loss: 3.0135, grad_norm: 3.4433 2020-10-24 22:46:22,210 - mmaction - INFO - Epoch [64][1100/1712] lr: 1.000e-03, eta: 20:00:34, time: 1.106, data_time: 0.486, memory: 5822, loss_cls: 2.9942, loss: 2.9942, grad_norm: 3.4009 2020-10-24 22:46:43,547 - mmaction - INFO - Epoch [64][1120/1712] lr: 1.000e-03, eta: 20:00:10, time: 1.062, data_time: 0.463, memory: 5822, loss_cls: 3.0381, loss: 3.0381, grad_norm: 3.4444 2020-10-24 22:47:05,445 - mmaction - INFO - Epoch [64][1140/1712] lr: 1.000e-03, eta: 19:59:46, time: 1.098, data_time: 0.484, memory: 5822, loss_cls: 3.0277, loss: 3.0277, grad_norm: 3.4637 2020-10-24 22:47:27,274 - mmaction - INFO - Epoch [64][1160/1712] lr: 1.000e-03, eta: 19:59:22, time: 1.098, data_time: 0.472, memory: 5822, loss_cls: 3.0195, loss: 3.0195, grad_norm: 3.4525 2020-10-24 22:47:48,858 - mmaction - INFO - Epoch [64][1180/1712] lr: 1.000e-03, eta: 19:58:58, time: 1.077, data_time: 0.451, memory: 5822, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.3725 2020-10-24 22:48:10,269 - mmaction - INFO - Epoch [64][1200/1712] lr: 1.000e-03, eta: 19:58:34, time: 1.069, data_time: 0.476, memory: 5822, loss_cls: 3.0141, loss: 3.0141, grad_norm: 3.4967 2020-10-24 22:48:32,133 - mmaction - INFO - Epoch [64][1220/1712] lr: 1.000e-03, eta: 19:58:10, time: 1.093, data_time: 0.475, memory: 5822, loss_cls: 2.9676, loss: 2.9676, grad_norm: 3.3697 2020-10-24 22:48:53,405 - mmaction - INFO - Epoch [64][1240/1712] lr: 1.000e-03, eta: 19:57:46, time: 1.067, data_time: 0.439, memory: 5822, loss_cls: 3.0271, loss: 3.0271, grad_norm: 3.3882 2020-10-24 22:49:15,238 - mmaction - INFO - Epoch [64][1260/1712] lr: 1.000e-03, eta: 19:57:22, time: 1.092, data_time: 0.455, memory: 5822, loss_cls: 3.0455, loss: 3.0455, grad_norm: 3.3755 2020-10-24 22:49:36,335 - mmaction - INFO - Epoch [64][1280/1712] lr: 1.000e-03, eta: 19:56:58, time: 1.055, data_time: 0.471, memory: 5822, loss_cls: 3.0491, loss: 3.0491, grad_norm: 3.4480 2020-10-24 22:49:57,962 - mmaction - INFO - Epoch [64][1300/1712] lr: 1.000e-03, eta: 19:56:34, time: 1.081, data_time: 0.482, memory: 5822, loss_cls: 3.0280, loss: 3.0280, grad_norm: 3.4999 2020-10-24 22:50:19,675 - mmaction - INFO - Epoch [64][1320/1712] lr: 1.000e-03, eta: 19:56:10, time: 1.076, data_time: 0.462, memory: 5822, loss_cls: 3.0264, loss: 3.0264, grad_norm: 3.3968 2020-10-24 22:50:41,929 - mmaction - INFO - Epoch [64][1340/1712] lr: 1.000e-03, eta: 19:55:46, time: 1.121, data_time: 0.490, memory: 5822, loss_cls: 3.0093, loss: 3.0093, grad_norm: 3.3899 2020-10-24 22:51:03,545 - mmaction - INFO - Epoch [64][1360/1712] lr: 1.000e-03, eta: 19:55:22, time: 1.075, data_time: 0.445, memory: 5822, loss_cls: 3.0623, loss: 3.0623, grad_norm: 3.4739 2020-10-24 22:51:25,136 - mmaction - INFO - Epoch [64][1380/1712] lr: 1.000e-03, eta: 19:54:58, time: 1.085, data_time: 0.465, memory: 5822, loss_cls: 3.0548, loss: 3.0548, grad_norm: 3.4449 2020-10-24 22:51:47,070 - mmaction - INFO - Epoch [64][1400/1712] lr: 1.000e-03, eta: 19:54:34, time: 1.087, data_time: 0.501, memory: 5822, loss_cls: 3.0211, loss: 3.0211, grad_norm: 3.3880 2020-10-24 22:52:08,602 - mmaction - INFO - Epoch [64][1420/1712] lr: 1.000e-03, eta: 19:54:10, time: 1.087, data_time: 0.476, memory: 5822, loss_cls: 3.0187, loss: 3.0187, grad_norm: 3.3827 2020-10-24 22:52:30,138 - mmaction - INFO - Epoch [64][1440/1712] lr: 1.000e-03, eta: 19:53:46, time: 1.070, data_time: 0.459, memory: 5822, loss_cls: 2.9813, loss: 2.9813, grad_norm: 3.4490 2020-10-24 22:52:51,412 - mmaction - INFO - Epoch [64][1460/1712] lr: 1.000e-03, eta: 19:53:22, time: 1.066, data_time: 0.450, memory: 5822, loss_cls: 3.0214, loss: 3.0214, grad_norm: 3.4491 2020-10-24 22:53:13,207 - mmaction - INFO - Epoch [64][1480/1712] lr: 1.000e-03, eta: 19:52:58, time: 1.087, data_time: 0.469, memory: 5822, loss_cls: 3.0590, loss: 3.0590, grad_norm: 3.4882 2020-10-24 22:53:34,723 - mmaction - INFO - Epoch [64][1500/1712] lr: 1.000e-03, eta: 19:52:34, time: 1.076, data_time: 0.455, memory: 5822, loss_cls: 3.0192, loss: 3.0192, grad_norm: 3.4201 2020-10-24 22:53:57,084 - mmaction - INFO - Epoch [64][1520/1712] lr: 1.000e-03, eta: 19:52:10, time: 1.117, data_time: 0.495, memory: 5822, loss_cls: 3.0126, loss: 3.0126, grad_norm: 3.3294 2020-10-24 22:54:19,701 - mmaction - INFO - Epoch [64][1540/1712] lr: 1.000e-03, eta: 19:51:47, time: 1.138, data_time: 0.507, memory: 5822, loss_cls: 3.0479, loss: 3.0479, grad_norm: 3.4430 2020-10-24 22:54:41,324 - mmaction - INFO - Epoch [64][1560/1712] lr: 1.000e-03, eta: 19:51:23, time: 1.074, data_time: 0.457, memory: 5822, loss_cls: 3.0008, loss: 3.0008, grad_norm: 3.4274 2020-10-24 22:55:02,905 - mmaction - INFO - Epoch [64][1580/1712] lr: 1.000e-03, eta: 19:50:59, time: 1.089, data_time: 0.479, memory: 5822, loss_cls: 3.0505, loss: 3.0505, grad_norm: 3.3888 2020-10-24 22:55:24,510 - mmaction - INFO - Epoch [64][1600/1712] lr: 1.000e-03, eta: 19:50:35, time: 1.076, data_time: 0.463, memory: 5822, loss_cls: 3.0511, loss: 3.0511, grad_norm: 3.4803 2020-10-24 22:55:46,449 - mmaction - INFO - Epoch [64][1620/1712] lr: 1.000e-03, eta: 19:50:11, time: 1.101, data_time: 0.485, memory: 5822, loss_cls: 3.0296, loss: 3.0296, grad_norm: 3.4613 2020-10-24 22:56:07,873 - mmaction - INFO - Epoch [64][1640/1712] lr: 1.000e-03, eta: 19:49:47, time: 1.070, data_time: 0.469, memory: 5822, loss_cls: 2.9956, loss: 2.9956, grad_norm: 3.4147 2020-10-24 22:56:30,339 - mmaction - INFO - Epoch [64][1660/1712] lr: 1.000e-03, eta: 19:49:24, time: 1.122, data_time: 0.505, memory: 5822, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.3198 2020-10-24 22:56:52,070 - mmaction - INFO - Epoch [64][1680/1712] lr: 1.000e-03, eta: 19:49:00, time: 1.087, data_time: 0.464, memory: 5822, loss_cls: 3.0024, loss: 3.0024, grad_norm: 3.4150 2020-10-24 22:57:13,675 - mmaction - INFO - Epoch [64][1700/1712] lr: 1.000e-03, eta: 19:48:36, time: 1.077, data_time: 0.454, memory: 5822, loss_cls: 2.9693, loss: 2.9693, grad_norm: 3.4045 2020-10-24 22:58:04,064 - mmaction - INFO - Epoch [65][20/1712] lr: 1.000e-03, eta: 19:47:59, time: 1.861, data_time: 1.031, memory: 5822, loss_cls: 3.0134, loss: 3.0134, grad_norm: 3.3952 2020-10-24 22:58:25,779 - mmaction - INFO - Epoch [65][40/1712] lr: 1.000e-03, eta: 19:47:35, time: 1.085, data_time: 0.453, memory: 5822, loss_cls: 3.0094, loss: 3.0094, grad_norm: 3.3684 2020-10-24 22:58:48,725 - mmaction - INFO - Epoch [65][60/1712] lr: 1.000e-03, eta: 19:47:11, time: 1.145, data_time: 0.663, memory: 5822, loss_cls: 2.9746, loss: 2.9746, grad_norm: 3.4479 2020-10-24 22:59:12,070 - mmaction - INFO - Epoch [65][80/1712] lr: 1.000e-03, eta: 19:46:48, time: 1.170, data_time: 0.308, memory: 5822, loss_cls: 3.0004, loss: 3.0004, grad_norm: 3.4100 2020-10-24 22:59:33,930 - mmaction - INFO - Epoch [65][100/1712] lr: 1.000e-03, eta: 19:46:25, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 3.0385, loss: 3.0385, grad_norm: 3.4416 2020-10-24 22:59:55,823 - mmaction - INFO - Epoch [65][120/1712] lr: 1.000e-03, eta: 19:46:01, time: 1.090, data_time: 0.001, memory: 5822, loss_cls: 3.0089, loss: 3.0089, grad_norm: 3.3990 2020-10-24 23:00:17,572 - mmaction - INFO - Epoch [65][140/1712] lr: 1.000e-03, eta: 19:45:37, time: 1.090, data_time: 0.011, memory: 5822, loss_cls: 3.0034, loss: 3.0034, grad_norm: 3.4542 2020-10-24 23:00:38,859 - mmaction - INFO - Epoch [65][160/1712] lr: 1.000e-03, eta: 19:45:13, time: 1.063, data_time: 0.004, memory: 5822, loss_cls: 3.0631, loss: 3.0631, grad_norm: 3.4619 2020-10-24 23:00:59,948 - mmaction - INFO - Epoch [65][180/1712] lr: 1.000e-03, eta: 19:44:48, time: 1.049, data_time: 0.011, memory: 5822, loss_cls: 3.0474, loss: 3.0474, grad_norm: 3.3883 2020-10-24 23:01:20,679 - mmaction - INFO - Epoch [65][200/1712] lr: 1.000e-03, eta: 19:44:24, time: 1.040, data_time: 0.012, memory: 5822, loss_cls: 3.0007, loss: 3.0007, grad_norm: 3.3931 2020-10-24 23:01:43,381 - mmaction - INFO - Epoch [65][220/1712] lr: 1.000e-03, eta: 19:44:00, time: 1.135, data_time: 0.009, memory: 5822, loss_cls: 3.1047, loss: 3.1047, grad_norm: 3.5016 2020-10-24 23:02:04,593 - mmaction - INFO - Epoch [65][240/1712] lr: 1.000e-03, eta: 19:43:36, time: 1.061, data_time: 0.009, memory: 5822, loss_cls: 3.0611, loss: 3.0611, grad_norm: 3.4472 2020-10-24 23:02:26,297 - mmaction - INFO - Epoch [65][260/1712] lr: 1.000e-03, eta: 19:43:12, time: 1.091, data_time: 0.009, memory: 5822, loss_cls: 3.0004, loss: 3.0004, grad_norm: 3.3986 2020-10-24 23:02:47,576 - mmaction - INFO - Epoch [65][280/1712] lr: 1.000e-03, eta: 19:42:48, time: 1.061, data_time: 0.005, memory: 5822, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.4251 2020-10-24 23:03:08,682 - mmaction - INFO - Epoch [65][300/1712] lr: 1.000e-03, eta: 19:42:24, time: 1.053, data_time: 0.005, memory: 5822, loss_cls: 3.0462, loss: 3.0462, grad_norm: 3.4755 2020-10-24 23:03:30,327 - mmaction - INFO - Epoch [65][320/1712] lr: 1.000e-03, eta: 19:42:00, time: 1.082, data_time: 0.012, memory: 5822, loss_cls: 3.0251, loss: 3.0251, grad_norm: 3.4372 2020-10-24 23:03:51,727 - mmaction - INFO - Epoch [65][340/1712] lr: 1.000e-03, eta: 19:41:36, time: 1.073, data_time: 0.010, memory: 5822, loss_cls: 2.9967, loss: 2.9967, grad_norm: 3.4309 2020-10-24 23:04:13,360 - mmaction - INFO - Epoch [65][360/1712] lr: 1.000e-03, eta: 19:41:12, time: 1.082, data_time: 0.005, memory: 5822, loss_cls: 3.0223, loss: 3.0223, grad_norm: 3.4430 2020-10-24 23:04:34,969 - mmaction - INFO - Epoch [65][380/1712] lr: 1.000e-03, eta: 19:40:48, time: 1.068, data_time: 0.004, memory: 5822, loss_cls: 3.0385, loss: 3.0385, grad_norm: 3.4380 2020-10-24 23:04:55,834 - mmaction - INFO - Epoch [65][400/1712] lr: 1.000e-03, eta: 19:40:24, time: 1.055, data_time: 0.017, memory: 5822, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.4226 2020-10-24 23:05:17,195 - mmaction - INFO - Epoch [65][420/1712] lr: 1.000e-03, eta: 19:39:59, time: 1.071, data_time: 0.009, memory: 5822, loss_cls: 3.0049, loss: 3.0049, grad_norm: 3.3264 2020-10-24 23:05:38,026 - mmaction - INFO - Epoch [65][440/1712] lr: 1.000e-03, eta: 19:39:35, time: 1.039, data_time: 0.002, memory: 5822, loss_cls: 3.0442, loss: 3.0442, grad_norm: 3.5192 2020-10-24 23:05:59,780 - mmaction - INFO - Epoch [65][460/1712] lr: 1.000e-03, eta: 19:39:11, time: 1.082, data_time: 0.003, memory: 5822, loss_cls: 3.0248, loss: 3.0248, grad_norm: 3.4820 2020-10-24 23:06:20,902 - mmaction - INFO - Epoch [65][480/1712] lr: 1.000e-03, eta: 19:38:47, time: 1.063, data_time: 0.011, memory: 5822, loss_cls: 2.9919, loss: 2.9919, grad_norm: 3.3906 2020-10-24 23:06:43,001 - mmaction - INFO - Epoch [65][500/1712] lr: 1.000e-03, eta: 19:38:23, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 3.0345, loss: 3.0345, grad_norm: 3.4333 2020-10-24 23:07:04,773 - mmaction - INFO - Epoch [65][520/1712] lr: 1.000e-03, eta: 19:37:59, time: 1.086, data_time: 0.006, memory: 5822, loss_cls: 2.9743, loss: 2.9743, grad_norm: 3.3712 2020-10-24 23:07:26,815 - mmaction - INFO - Epoch [65][540/1712] lr: 1.000e-03, eta: 19:37:36, time: 1.108, data_time: 0.010, memory: 5822, loss_cls: 3.0413, loss: 3.0413, grad_norm: 3.4312 2020-10-24 23:07:48,427 - mmaction - INFO - Epoch [65][560/1712] lr: 1.000e-03, eta: 19:37:12, time: 1.081, data_time: 0.003, memory: 5822, loss_cls: 2.9891, loss: 2.9891, grad_norm: 3.4609 2020-10-24 23:08:09,318 - mmaction - INFO - Epoch [65][580/1712] lr: 1.000e-03, eta: 19:36:47, time: 1.037, data_time: 0.002, memory: 5822, loss_cls: 3.0315, loss: 3.0315, grad_norm: 3.4928 2020-10-24 23:08:31,278 - mmaction - INFO - Epoch [65][600/1712] lr: 1.000e-03, eta: 19:36:23, time: 1.105, data_time: 0.009, memory: 5822, loss_cls: 2.9784, loss: 2.9784, grad_norm: 3.4236 2020-10-24 23:08:52,604 - mmaction - INFO - Epoch [65][620/1712] lr: 1.000e-03, eta: 19:35:59, time: 1.063, data_time: 0.001, memory: 5822, loss_cls: 2.9562, loss: 2.9562, grad_norm: 3.3922 2020-10-24 23:09:14,496 - mmaction - INFO - Epoch [65][640/1712] lr: 1.000e-03, eta: 19:35:35, time: 1.097, data_time: 0.005, memory: 5822, loss_cls: 2.9411, loss: 2.9411, grad_norm: 3.3313 2020-10-24 23:09:35,732 - mmaction - INFO - Epoch [65][660/1712] lr: 1.000e-03, eta: 19:35:11, time: 1.063, data_time: 0.003, memory: 5822, loss_cls: 2.9931, loss: 2.9931, grad_norm: 3.3430 2020-10-24 23:09:58,067 - mmaction - INFO - Epoch [65][680/1712] lr: 1.000e-03, eta: 19:34:48, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 3.0022, loss: 3.0022, grad_norm: 3.3607 2020-10-24 23:10:19,784 - mmaction - INFO - Epoch [65][700/1712] lr: 1.000e-03, eta: 19:34:24, time: 1.084, data_time: 0.002, memory: 5822, loss_cls: 2.9946, loss: 2.9946, grad_norm: 3.2809 2020-10-24 23:10:41,143 - mmaction - INFO - Epoch [65][720/1712] lr: 1.000e-03, eta: 19:34:00, time: 1.065, data_time: 0.002, memory: 5822, loss_cls: 2.9584, loss: 2.9584, grad_norm: 3.3679 2020-10-24 23:11:02,520 - mmaction - INFO - Epoch [65][740/1712] lr: 1.000e-03, eta: 19:33:36, time: 1.073, data_time: 0.009, memory: 5822, loss_cls: 3.0077, loss: 3.0077, grad_norm: 3.4372 2020-10-24 23:11:23,673 - mmaction - INFO - Epoch [65][760/1712] lr: 1.000e-03, eta: 19:33:11, time: 1.051, data_time: 0.002, memory: 5822, loss_cls: 2.9628, loss: 2.9628, grad_norm: 3.3921 2020-10-24 23:11:45,111 - mmaction - INFO - Epoch [65][780/1712] lr: 1.000e-03, eta: 19:32:47, time: 1.078, data_time: 0.010, memory: 5822, loss_cls: 3.0461, loss: 3.0461, grad_norm: 3.4437 2020-10-24 23:12:06,993 - mmaction - INFO - Epoch [65][800/1712] lr: 1.000e-03, eta: 19:32:24, time: 1.095, data_time: 0.004, memory: 5822, loss_cls: 3.0063, loss: 3.0063, grad_norm: 3.3737 2020-10-24 23:12:28,902 - mmaction - INFO - Epoch [65][820/1712] lr: 1.000e-03, eta: 19:32:00, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.3985 2020-10-24 23:12:50,162 - mmaction - INFO - Epoch [65][840/1712] lr: 1.000e-03, eta: 19:31:36, time: 1.062, data_time: 0.006, memory: 5822, loss_cls: 3.0307, loss: 3.0307, grad_norm: 3.4885 2020-10-24 23:13:11,825 - mmaction - INFO - Epoch [65][860/1712] lr: 1.000e-03, eta: 19:31:12, time: 1.085, data_time: 0.006, memory: 5822, loss_cls: 3.0424, loss: 3.0424, grad_norm: 3.4314 2020-10-24 23:13:33,899 - mmaction - INFO - Epoch [65][880/1712] lr: 1.000e-03, eta: 19:30:48, time: 1.106, data_time: 0.004, memory: 5822, loss_cls: 3.0179, loss: 3.0179, grad_norm: 3.4511 2020-10-24 23:13:55,554 - mmaction - INFO - Epoch [65][900/1712] lr: 1.000e-03, eta: 19:30:24, time: 1.082, data_time: 0.003, memory: 5822, loss_cls: 3.0395, loss: 3.0395, grad_norm: 3.4593 2020-10-24 23:14:16,743 - mmaction - INFO - Epoch [65][920/1712] lr: 1.000e-03, eta: 19:30:00, time: 1.054, data_time: 0.004, memory: 5822, loss_cls: 3.0412, loss: 3.0412, grad_norm: 3.4335 2020-10-24 23:14:38,283 - mmaction - INFO - Epoch [65][940/1712] lr: 1.000e-03, eta: 19:29:36, time: 1.081, data_time: 0.011, memory: 5822, loss_cls: 3.0444, loss: 3.0444, grad_norm: 3.4345 2020-10-24 23:14:59,958 - mmaction - INFO - Epoch [65][960/1712] lr: 1.000e-03, eta: 19:29:12, time: 1.086, data_time: 0.005, memory: 5822, loss_cls: 3.0333, loss: 3.0333, grad_norm: 3.3979 2020-10-24 23:15:21,497 - mmaction - INFO - Epoch [65][980/1712] lr: 1.000e-03, eta: 19:28:48, time: 1.068, data_time: 0.003, memory: 5822, loss_cls: 2.9769, loss: 2.9769, grad_norm: 3.3251 2020-10-24 23:15:43,537 - mmaction - INFO - Epoch [65][1000/1712] lr: 1.000e-03, eta: 19:28:24, time: 1.111, data_time: 0.012, memory: 5822, loss_cls: 3.0749, loss: 3.0749, grad_norm: 3.5000 2020-10-24 23:16:05,609 - mmaction - INFO - Epoch [65][1020/1712] lr: 1.000e-03, eta: 19:28:00, time: 1.087, data_time: 0.003, memory: 5822, loss_cls: 3.0352, loss: 3.0352, grad_norm: 3.4614 2020-10-24 23:16:26,919 - mmaction - INFO - Epoch [65][1040/1712] lr: 1.000e-03, eta: 19:27:36, time: 1.079, data_time: 0.016, memory: 5822, loss_cls: 2.9975, loss: 2.9975, grad_norm: 3.3966 2020-10-24 23:16:49,236 - mmaction - INFO - Epoch [65][1060/1712] lr: 1.000e-03, eta: 19:27:13, time: 1.103, data_time: 0.003, memory: 5822, loss_cls: 3.0589, loss: 3.0589, grad_norm: 3.4906 2020-10-24 23:17:10,447 - mmaction - INFO - Epoch [65][1080/1712] lr: 1.000e-03, eta: 19:26:49, time: 1.072, data_time: 0.016, memory: 5822, loss_cls: 3.0242, loss: 3.0242, grad_norm: 3.4102 2020-10-24 23:17:32,058 - mmaction - INFO - Epoch [65][1100/1712] lr: 1.000e-03, eta: 19:26:25, time: 1.077, data_time: 0.007, memory: 5822, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.3800 2020-10-24 23:17:54,055 - mmaction - INFO - Epoch [65][1120/1712] lr: 1.000e-03, eta: 19:26:01, time: 1.102, data_time: 0.008, memory: 5822, loss_cls: 2.9815, loss: 2.9815, grad_norm: 3.4342 2020-10-24 23:18:15,356 - mmaction - INFO - Epoch [65][1140/1712] lr: 1.000e-03, eta: 19:25:37, time: 1.058, data_time: 0.009, memory: 5822, loss_cls: 3.0095, loss: 3.0095, grad_norm: 3.4513 2020-10-24 23:18:36,837 - mmaction - INFO - Epoch [65][1160/1712] lr: 1.000e-03, eta: 19:25:13, time: 1.070, data_time: 0.014, memory: 5822, loss_cls: 3.0042, loss: 3.0042, grad_norm: 3.4509 2020-10-24 23:18:58,810 - mmaction - INFO - Epoch [65][1180/1712] lr: 1.000e-03, eta: 19:24:49, time: 1.114, data_time: 0.019, memory: 5822, loss_cls: 2.9775, loss: 2.9775, grad_norm: 3.4256 2020-10-24 23:19:20,678 - mmaction - INFO - Epoch [65][1200/1712] lr: 1.000e-03, eta: 19:24:25, time: 1.094, data_time: 0.006, memory: 5822, loss_cls: 3.0362, loss: 3.0362, grad_norm: 3.4724 2020-10-24 23:19:42,460 - mmaction - INFO - Epoch [65][1220/1712] lr: 1.000e-03, eta: 19:24:01, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.0417, loss: 3.0417, grad_norm: 3.4684 2020-10-24 23:20:03,342 - mmaction - INFO - Epoch [65][1240/1712] lr: 1.000e-03, eta: 19:23:37, time: 1.047, data_time: 0.007, memory: 5822, loss_cls: 2.9928, loss: 2.9928, grad_norm: 3.4774 2020-10-24 23:20:25,563 - mmaction - INFO - Epoch [65][1260/1712] lr: 1.000e-03, eta: 19:23:13, time: 1.110, data_time: 0.006, memory: 5822, loss_cls: 2.9658, loss: 2.9658, grad_norm: 3.3404 2020-10-24 23:20:47,526 - mmaction - INFO - Epoch [65][1280/1712] lr: 1.000e-03, eta: 19:22:50, time: 1.102, data_time: 0.007, memory: 5822, loss_cls: 3.0226, loss: 3.0226, grad_norm: 3.4163 2020-10-24 23:21:09,464 - mmaction - INFO - Epoch [65][1300/1712] lr: 1.000e-03, eta: 19:22:26, time: 1.093, data_time: 0.003, memory: 5822, loss_cls: 3.0390, loss: 3.0390, grad_norm: 3.4334 2020-10-24 23:21:30,812 - mmaction - INFO - Epoch [65][1320/1712] lr: 1.000e-03, eta: 19:22:02, time: 1.070, data_time: 0.007, memory: 5822, loss_cls: 2.9846, loss: 2.9846, grad_norm: 3.4058 2020-10-24 23:21:52,628 - mmaction - INFO - Epoch [65][1340/1712] lr: 1.000e-03, eta: 19:21:38, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 3.0068, loss: 3.0068, grad_norm: 3.4215 2020-10-24 23:22:13,645 - mmaction - INFO - Epoch [65][1360/1712] lr: 1.000e-03, eta: 19:21:14, time: 1.056, data_time: 0.017, memory: 5822, loss_cls: 3.0281, loss: 3.0281, grad_norm: 3.3859 2020-10-24 23:22:35,469 - mmaction - INFO - Epoch [65][1380/1712] lr: 1.000e-03, eta: 19:20:50, time: 1.098, data_time: 0.009, memory: 5822, loss_cls: 2.9711, loss: 2.9711, grad_norm: 3.3332 2020-10-24 23:22:57,212 - mmaction - INFO - Epoch [65][1400/1712] lr: 1.000e-03, eta: 19:20:26, time: 1.084, data_time: 0.005, memory: 5822, loss_cls: 3.0456, loss: 3.0456, grad_norm: 3.5077 2020-10-24 23:23:18,905 - mmaction - INFO - Epoch [65][1420/1712] lr: 1.000e-03, eta: 19:20:02, time: 1.083, data_time: 0.004, memory: 5822, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.4097 2020-10-24 23:23:40,877 - mmaction - INFO - Epoch [65][1440/1712] lr: 1.000e-03, eta: 19:19:38, time: 1.101, data_time: 0.007, memory: 5822, loss_cls: 3.0272, loss: 3.0272, grad_norm: 3.3908 2020-10-24 23:24:02,295 - mmaction - INFO - Epoch [65][1460/1712] lr: 1.000e-03, eta: 19:19:14, time: 1.060, data_time: 0.013, memory: 5822, loss_cls: 3.0170, loss: 3.0170, grad_norm: 3.5110 2020-10-24 23:24:23,746 - mmaction - INFO - Epoch [65][1480/1712] lr: 1.000e-03, eta: 19:18:50, time: 1.081, data_time: 0.017, memory: 5822, loss_cls: 3.0152, loss: 3.0152, grad_norm: 3.4483 2020-10-24 23:24:45,611 - mmaction - INFO - Epoch [65][1500/1712] lr: 1.000e-03, eta: 19:18:27, time: 1.095, data_time: 0.007, memory: 5822, loss_cls: 2.9779, loss: 2.9779, grad_norm: 3.3875 2020-10-24 23:25:06,715 - mmaction - INFO - Epoch [65][1520/1712] lr: 1.000e-03, eta: 19:18:02, time: 1.057, data_time: 0.005, memory: 5822, loss_cls: 2.9890, loss: 2.9890, grad_norm: 3.4190 2020-10-24 23:25:28,988 - mmaction - INFO - Epoch [65][1540/1712] lr: 1.000e-03, eta: 19:17:39, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 3.0282, loss: 3.0282, grad_norm: 3.4932 2020-10-24 23:25:50,746 - mmaction - INFO - Epoch [65][1560/1712] lr: 1.000e-03, eta: 19:17:15, time: 1.096, data_time: 0.009, memory: 5822, loss_cls: 2.9898, loss: 2.9898, grad_norm: 3.3813 2020-10-24 23:26:11,937 - mmaction - INFO - Epoch [65][1580/1712] lr: 1.000e-03, eta: 19:16:51, time: 1.049, data_time: 0.002, memory: 5822, loss_cls: 3.0230, loss: 3.0230, grad_norm: 3.4222 2020-10-24 23:26:33,175 - mmaction - INFO - Epoch [65][1600/1712] lr: 1.000e-03, eta: 19:16:27, time: 1.072, data_time: 0.014, memory: 5822, loss_cls: 2.9905, loss: 2.9905, grad_norm: 3.3530 2020-10-24 23:26:54,779 - mmaction - INFO - Epoch [65][1620/1712] lr: 1.000e-03, eta: 19:16:03, time: 1.067, data_time: 0.002, memory: 5822, loss_cls: 2.9552, loss: 2.9552, grad_norm: 3.4058 2020-10-24 23:27:15,955 - mmaction - INFO - Epoch [65][1640/1712] lr: 1.000e-03, eta: 19:15:38, time: 1.066, data_time: 0.016, memory: 5822, loss_cls: 3.0390, loss: 3.0390, grad_norm: 3.4388 2020-10-24 23:27:37,531 - mmaction - INFO - Epoch [65][1660/1712] lr: 1.000e-03, eta: 19:15:15, time: 1.082, data_time: 0.009, memory: 5822, loss_cls: 3.0658, loss: 3.0658, grad_norm: 3.4454 2020-10-24 23:27:59,625 - mmaction - INFO - Epoch [65][1680/1712] lr: 1.000e-03, eta: 19:14:51, time: 1.104, data_time: 0.005, memory: 5822, loss_cls: 2.9754, loss: 2.9754, grad_norm: 3.4402 2020-10-24 23:28:21,433 - mmaction - INFO - Epoch [65][1700/1712] lr: 1.000e-03, eta: 19:14:27, time: 1.092, data_time: 0.007, memory: 5822, loss_cls: 3.0504, loss: 3.0504, grad_norm: 3.4844 2020-10-24 23:28:36,521 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-10-24 23:31:47,157 - mmaction - INFO - Epoch [66][20/1712] lr: 1.000e-03, eta: 19:13:47, time: 1.575, data_time: 0.997, memory: 5822, loss_cls: 2.9655, loss: 2.9655, grad_norm: 3.3248 2020-10-24 23:32:09,118 - mmaction - INFO - Epoch [66][40/1712] lr: 1.000e-03, eta: 19:13:23, time: 1.093, data_time: 0.488, memory: 5822, loss_cls: 3.0397, loss: 3.0397, grad_norm: 3.4602 2020-10-24 23:32:30,483 - mmaction - INFO - Epoch [66][60/1712] lr: 1.000e-03, eta: 19:12:59, time: 1.071, data_time: 0.456, memory: 5822, loss_cls: 3.0216, loss: 3.0216, grad_norm: 3.4420 2020-10-24 23:32:52,044 - mmaction - INFO - Epoch [66][80/1712] lr: 1.000e-03, eta: 19:12:35, time: 1.078, data_time: 0.486, memory: 5822, loss_cls: 2.9580, loss: 2.9580, grad_norm: 3.4572 2020-10-24 23:33:13,550 - mmaction - INFO - Epoch [66][100/1712] lr: 1.000e-03, eta: 19:12:11, time: 1.074, data_time: 0.469, memory: 5822, loss_cls: 3.0694, loss: 3.0694, grad_norm: 3.5072 2020-10-24 23:33:33,938 - mmaction - INFO - Epoch [66][120/1712] lr: 1.000e-03, eta: 19:11:47, time: 1.024, data_time: 0.408, memory: 5822, loss_cls: 2.9861, loss: 2.9861, grad_norm: 3.3649 2020-10-24 23:33:55,399 - mmaction - INFO - Epoch [66][140/1712] lr: 1.000e-03, eta: 19:11:23, time: 1.072, data_time: 0.463, memory: 5822, loss_cls: 3.0602, loss: 3.0602, grad_norm: 3.5030 2020-10-24 23:34:16,816 - mmaction - INFO - Epoch [66][160/1712] lr: 1.000e-03, eta: 19:10:59, time: 1.070, data_time: 0.462, memory: 5822, loss_cls: 3.0097, loss: 3.0097, grad_norm: 3.4055 2020-10-24 23:34:38,565 - mmaction - INFO - Epoch [66][180/1712] lr: 1.000e-03, eta: 19:10:35, time: 1.088, data_time: 0.508, memory: 5822, loss_cls: 3.0040, loss: 3.0040, grad_norm: 3.4398 2020-10-24 23:35:00,108 - mmaction - INFO - Epoch [66][200/1712] lr: 1.000e-03, eta: 19:10:11, time: 1.065, data_time: 0.440, memory: 5822, loss_cls: 2.9994, loss: 2.9994, grad_norm: 3.4844 2020-10-24 23:35:21,371 - mmaction - INFO - Epoch [66][220/1712] lr: 1.000e-03, eta: 19:09:47, time: 1.076, data_time: 0.470, memory: 5822, loss_cls: 3.0331, loss: 3.0331, grad_norm: 3.4332 2020-10-24 23:35:43,227 - mmaction - INFO - Epoch [66][240/1712] lr: 1.000e-03, eta: 19:09:23, time: 1.082, data_time: 0.481, memory: 5822, loss_cls: 2.9578, loss: 2.9578, grad_norm: 3.4192 2020-10-24 23:36:04,300 - mmaction - INFO - Epoch [66][260/1712] lr: 1.000e-03, eta: 19:08:59, time: 1.062, data_time: 0.436, memory: 5822, loss_cls: 2.9467, loss: 2.9467, grad_norm: 3.3706 2020-10-24 23:36:26,782 - mmaction - INFO - Epoch [66][280/1712] lr: 1.000e-03, eta: 19:08:35, time: 1.117, data_time: 0.495, memory: 5822, loss_cls: 3.0109, loss: 3.0109, grad_norm: 3.4518 2020-10-24 23:36:48,395 - mmaction - INFO - Epoch [66][300/1712] lr: 1.000e-03, eta: 19:08:11, time: 1.082, data_time: 0.477, memory: 5822, loss_cls: 2.9815, loss: 2.9815, grad_norm: 3.3646 2020-10-24 23:37:10,102 - mmaction - INFO - Epoch [66][320/1712] lr: 1.000e-03, eta: 19:07:48, time: 1.081, data_time: 0.473, memory: 5822, loss_cls: 2.9842, loss: 2.9842, grad_norm: 3.4377 2020-10-24 23:37:32,337 - mmaction - INFO - Epoch [66][340/1712] lr: 1.000e-03, eta: 19:07:24, time: 1.120, data_time: 0.488, memory: 5822, loss_cls: 3.0435, loss: 3.0435, grad_norm: 3.5382 2020-10-24 23:37:54,546 - mmaction - INFO - Epoch [66][360/1712] lr: 1.000e-03, eta: 19:07:01, time: 1.114, data_time: 0.390, memory: 5822, loss_cls: 3.0148, loss: 3.0148, grad_norm: 3.4504 2020-10-24 23:38:16,381 - mmaction - INFO - Epoch [66][380/1712] lr: 1.000e-03, eta: 19:06:37, time: 1.089, data_time: 0.031, memory: 5822, loss_cls: 3.0083, loss: 3.0083, grad_norm: 3.4069 2020-10-24 23:38:38,135 - mmaction - INFO - Epoch [66][400/1712] lr: 1.000e-03, eta: 19:06:13, time: 1.088, data_time: 0.006, memory: 5822, loss_cls: 3.0057, loss: 3.0057, grad_norm: 3.4628 2020-10-24 23:38:59,922 - mmaction - INFO - Epoch [66][420/1712] lr: 1.000e-03, eta: 19:05:49, time: 1.082, data_time: 0.004, memory: 5822, loss_cls: 3.0225, loss: 3.0225, grad_norm: 3.4315 2020-10-24 23:39:22,177 - mmaction - INFO - Epoch [66][440/1712] lr: 1.000e-03, eta: 19:05:26, time: 1.123, data_time: 0.012, memory: 5822, loss_cls: 3.0124, loss: 3.0124, grad_norm: 3.4923 2020-10-24 23:39:43,839 - mmaction - INFO - Epoch [66][460/1712] lr: 1.000e-03, eta: 19:05:02, time: 1.078, data_time: 0.003, memory: 5822, loss_cls: 3.0790, loss: 3.0790, grad_norm: 3.4102 2020-10-24 23:40:05,854 - mmaction - INFO - Epoch [66][480/1712] lr: 1.000e-03, eta: 19:04:38, time: 1.104, data_time: 0.008, memory: 5822, loss_cls: 3.0461, loss: 3.0461, grad_norm: 3.4409 2020-10-24 23:40:27,692 - mmaction - INFO - Epoch [66][500/1712] lr: 1.000e-03, eta: 19:04:14, time: 1.085, data_time: 0.009, memory: 5822, loss_cls: 3.0232, loss: 3.0232, grad_norm: 3.4424 2020-10-24 23:40:48,996 - mmaction - INFO - Epoch [66][520/1712] lr: 1.000e-03, eta: 19:03:50, time: 1.069, data_time: 0.010, memory: 5822, loss_cls: 3.0173, loss: 3.0173, grad_norm: 3.3688 2020-10-24 23:41:10,716 - mmaction - INFO - Epoch [66][540/1712] lr: 1.000e-03, eta: 19:03:26, time: 1.080, data_time: 0.008, memory: 5822, loss_cls: 3.0383, loss: 3.0383, grad_norm: 3.4735 2020-10-24 23:41:32,049 - mmaction - INFO - Epoch [66][560/1712] lr: 1.000e-03, eta: 19:03:02, time: 1.070, data_time: 0.013, memory: 5822, loss_cls: 2.9645, loss: 2.9645, grad_norm: 3.4600 2020-10-24 23:41:53,987 - mmaction - INFO - Epoch [66][580/1712] lr: 1.000e-03, eta: 19:02:38, time: 1.098, data_time: 0.010, memory: 5822, loss_cls: 3.0241, loss: 3.0241, grad_norm: 3.4254 2020-10-24 23:42:15,502 - mmaction - INFO - Epoch [66][600/1712] lr: 1.000e-03, eta: 19:02:15, time: 1.083, data_time: 0.008, memory: 5822, loss_cls: 3.0154, loss: 3.0154, grad_norm: 3.4618 2020-10-24 23:42:37,658 - mmaction - INFO - Epoch [66][620/1712] lr: 1.000e-03, eta: 19:01:51, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 3.0278, loss: 3.0278, grad_norm: 3.4212 2020-10-24 23:42:59,444 - mmaction - INFO - Epoch [66][640/1712] lr: 1.000e-03, eta: 19:01:27, time: 1.094, data_time: 0.012, memory: 5822, loss_cls: 3.0044, loss: 3.0044, grad_norm: 3.4487 2020-10-24 23:43:20,911 - mmaction - INFO - Epoch [66][660/1712] lr: 1.000e-03, eta: 19:01:03, time: 1.067, data_time: 0.001, memory: 5822, loss_cls: 3.0884, loss: 3.0884, grad_norm: 3.5503 2020-10-24 23:43:42,541 - mmaction - INFO - Epoch [66][680/1712] lr: 1.000e-03, eta: 19:00:39, time: 1.085, data_time: 0.013, memory: 5822, loss_cls: 2.9718, loss: 2.9718, grad_norm: 3.4386 2020-10-24 23:44:02,917 - mmaction - INFO - Epoch [66][700/1712] lr: 1.000e-03, eta: 19:00:15, time: 1.022, data_time: 0.004, memory: 5822, loss_cls: 2.9795, loss: 2.9795, grad_norm: 3.4375 2020-10-24 23:44:25,237 - mmaction - INFO - Epoch [66][720/1712] lr: 1.000e-03, eta: 18:59:51, time: 1.115, data_time: 0.002, memory: 5822, loss_cls: 3.0012, loss: 3.0012, grad_norm: 3.4711 2020-10-24 23:44:47,350 - mmaction - INFO - Epoch [66][740/1712] lr: 1.000e-03, eta: 18:59:28, time: 1.104, data_time: 0.006, memory: 5822, loss_cls: 3.0247, loss: 3.0247, grad_norm: 3.4495 2020-10-24 23:45:09,133 - mmaction - INFO - Epoch [66][760/1712] lr: 1.000e-03, eta: 18:59:04, time: 1.091, data_time: 0.007, memory: 5822, loss_cls: 3.0397, loss: 3.0397, grad_norm: 3.4841 2020-10-24 23:45:31,066 - mmaction - INFO - Epoch [66][780/1712] lr: 1.000e-03, eta: 18:58:40, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 3.0236, loss: 3.0236, grad_norm: 3.3722 2020-10-24 23:45:52,528 - mmaction - INFO - Epoch [66][800/1712] lr: 1.000e-03, eta: 18:58:16, time: 1.070, data_time: 0.004, memory: 5822, loss_cls: 3.0418, loss: 3.0418, grad_norm: 3.5293 2020-10-24 23:46:14,430 - mmaction - INFO - Epoch [66][820/1712] lr: 1.000e-03, eta: 18:57:52, time: 1.096, data_time: 0.007, memory: 5822, loss_cls: 3.0226, loss: 3.0226, grad_norm: 3.4229 2020-10-24 23:46:36,603 - mmaction - INFO - Epoch [66][840/1712] lr: 1.000e-03, eta: 18:57:29, time: 1.106, data_time: 0.007, memory: 5822, loss_cls: 3.0241, loss: 3.0241, grad_norm: 3.4674 2020-10-24 23:46:58,055 - mmaction - INFO - Epoch [66][860/1712] lr: 1.000e-03, eta: 18:57:05, time: 1.064, data_time: 0.009, memory: 5822, loss_cls: 3.0299, loss: 3.0299, grad_norm: 3.5349 2020-10-24 23:47:19,244 - mmaction - INFO - Epoch [66][880/1712] lr: 1.000e-03, eta: 18:56:41, time: 1.069, data_time: 0.016, memory: 5822, loss_cls: 3.0530, loss: 3.0530, grad_norm: 3.4915 2020-10-24 23:47:41,633 - mmaction - INFO - Epoch [66][900/1712] lr: 1.000e-03, eta: 18:56:17, time: 1.115, data_time: 0.007, memory: 5822, loss_cls: 3.0216, loss: 3.0216, grad_norm: 3.4386 2020-10-24 23:48:03,186 - mmaction - INFO - Epoch [66][920/1712] lr: 1.000e-03, eta: 18:55:53, time: 1.083, data_time: 0.011, memory: 5822, loss_cls: 3.0183, loss: 3.0183, grad_norm: 3.4810 2020-10-24 23:48:24,910 - mmaction - INFO - Epoch [66][940/1712] lr: 1.000e-03, eta: 18:55:29, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.4077 2020-10-24 23:48:46,694 - mmaction - INFO - Epoch [66][960/1712] lr: 1.000e-03, eta: 18:55:06, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 3.0371, loss: 3.0371, grad_norm: 3.4474 2020-10-24 23:49:08,832 - mmaction - INFO - Epoch [66][980/1712] lr: 1.000e-03, eta: 18:54:42, time: 1.104, data_time: 0.008, memory: 5822, loss_cls: 2.9758, loss: 2.9758, grad_norm: 3.3865 2020-10-24 23:49:30,301 - mmaction - INFO - Epoch [66][1000/1712] lr: 1.000e-03, eta: 18:54:18, time: 1.079, data_time: 0.009, memory: 5822, loss_cls: 3.0568, loss: 3.0568, grad_norm: 3.4467 2020-10-24 23:49:52,244 - mmaction - INFO - Epoch [66][1020/1712] lr: 1.000e-03, eta: 18:53:54, time: 1.093, data_time: 0.006, memory: 5822, loss_cls: 3.0238, loss: 3.0238, grad_norm: 3.4541 2020-10-24 23:50:14,098 - mmaction - INFO - Epoch [66][1040/1712] lr: 1.000e-03, eta: 18:53:31, time: 1.100, data_time: 0.014, memory: 5822, loss_cls: 2.9891, loss: 2.9891, grad_norm: 3.4321 2020-10-24 23:50:35,900 - mmaction - INFO - Epoch [66][1060/1712] lr: 1.000e-03, eta: 18:53:07, time: 1.079, data_time: 0.007, memory: 5822, loss_cls: 2.9924, loss: 2.9924, grad_norm: 3.4190 2020-10-24 23:50:57,644 - mmaction - INFO - Epoch [66][1080/1712] lr: 1.000e-03, eta: 18:52:43, time: 1.095, data_time: 0.013, memory: 5822, loss_cls: 3.0172, loss: 3.0172, grad_norm: 3.3904 2020-10-24 23:51:19,589 - mmaction - INFO - Epoch [66][1100/1712] lr: 1.000e-03, eta: 18:52:19, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 3.0196, loss: 3.0196, grad_norm: 3.4528 2020-10-24 23:51:41,961 - mmaction - INFO - Epoch [66][1120/1712] lr: 1.000e-03, eta: 18:51:56, time: 1.115, data_time: 0.007, memory: 5822, loss_cls: 3.0189, loss: 3.0189, grad_norm: 3.4077 2020-10-24 23:52:03,586 - mmaction - INFO - Epoch [66][1140/1712] lr: 1.000e-03, eta: 18:51:32, time: 1.089, data_time: 0.011, memory: 5822, loss_cls: 2.9434, loss: 2.9434, grad_norm: 3.3706 2020-10-24 23:52:25,400 - mmaction - INFO - Epoch [66][1160/1712] lr: 1.000e-03, eta: 18:51:08, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 3.0360, loss: 3.0360, grad_norm: 3.4822 2020-10-24 23:52:47,199 - mmaction - INFO - Epoch [66][1180/1712] lr: 1.000e-03, eta: 18:50:44, time: 1.089, data_time: 0.005, memory: 5822, loss_cls: 2.9908, loss: 2.9908, grad_norm: 3.4667 2020-10-24 23:53:08,576 - mmaction - INFO - Epoch [66][1200/1712] lr: 1.000e-03, eta: 18:50:20, time: 1.066, data_time: 0.003, memory: 5822, loss_cls: 3.0135, loss: 3.0135, grad_norm: 3.4154 2020-10-24 23:53:30,198 - mmaction - INFO - Epoch [66][1220/1712] lr: 1.000e-03, eta: 18:49:56, time: 1.083, data_time: 0.006, memory: 5822, loss_cls: 2.9530, loss: 2.9530, grad_norm: 3.3560 2020-10-24 23:53:52,300 - mmaction - INFO - Epoch [66][1240/1712] lr: 1.000e-03, eta: 18:49:33, time: 1.094, data_time: 0.004, memory: 5822, loss_cls: 3.0185, loss: 3.0185, grad_norm: 3.4071 2020-10-24 23:54:14,387 - mmaction - INFO - Epoch [66][1260/1712] lr: 1.000e-03, eta: 18:49:09, time: 1.107, data_time: 0.015, memory: 5822, loss_cls: 3.0449, loss: 3.0449, grad_norm: 3.4815 2020-10-24 23:54:36,355 - mmaction - INFO - Epoch [66][1280/1712] lr: 1.000e-03, eta: 18:48:46, time: 1.109, data_time: 0.015, memory: 5822, loss_cls: 3.0142, loss: 3.0142, grad_norm: 3.3949 2020-10-24 23:54:58,583 - mmaction - INFO - Epoch [66][1300/1712] lr: 1.000e-03, eta: 18:48:22, time: 1.105, data_time: 0.002, memory: 5822, loss_cls: 3.0272, loss: 3.0272, grad_norm: 3.5663 2020-10-24 23:55:20,419 - mmaction - INFO - Epoch [66][1320/1712] lr: 1.000e-03, eta: 18:47:58, time: 1.096, data_time: 0.010, memory: 5822, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.4258 2020-10-24 23:55:42,684 - mmaction - INFO - Epoch [66][1340/1712] lr: 1.000e-03, eta: 18:47:35, time: 1.103, data_time: 0.003, memory: 5822, loss_cls: 3.0631, loss: 3.0631, grad_norm: 3.4614 2020-10-24 23:56:05,070 - mmaction - INFO - Epoch [66][1360/1712] lr: 1.000e-03, eta: 18:47:11, time: 1.125, data_time: 0.014, memory: 5822, loss_cls: 3.0382, loss: 3.0382, grad_norm: 3.3996 2020-10-24 23:56:26,750 - mmaction - INFO - Epoch [66][1380/1712] lr: 1.000e-03, eta: 18:46:47, time: 1.083, data_time: 0.007, memory: 5822, loss_cls: 2.9675, loss: 2.9675, grad_norm: 3.4105 2020-10-24 23:56:48,548 - mmaction - INFO - Epoch [66][1400/1712] lr: 1.000e-03, eta: 18:46:24, time: 1.097, data_time: 0.009, memory: 5822, loss_cls: 2.9737, loss: 2.9737, grad_norm: 3.4289 2020-10-24 23:57:11,140 - mmaction - INFO - Epoch [66][1420/1712] lr: 1.000e-03, eta: 18:46:00, time: 1.126, data_time: 0.002, memory: 5822, loss_cls: 3.0583, loss: 3.0583, grad_norm: 3.4491 2020-10-24 23:57:32,842 - mmaction - INFO - Epoch [66][1440/1712] lr: 1.000e-03, eta: 18:45:36, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 2.9733, loss: 2.9733, grad_norm: 3.4494 2020-10-24 23:57:55,005 - mmaction - INFO - Epoch [66][1460/1712] lr: 1.000e-03, eta: 18:45:13, time: 1.095, data_time: 0.003, memory: 5822, loss_cls: 2.9911, loss: 2.9911, grad_norm: 3.5030 2020-10-24 23:58:17,503 - mmaction - INFO - Epoch [66][1480/1712] lr: 1.000e-03, eta: 18:44:49, time: 1.130, data_time: 0.021, memory: 5822, loss_cls: 3.0026, loss: 3.0026, grad_norm: 3.4208 2020-10-24 23:58:39,978 - mmaction - INFO - Epoch [66][1500/1712] lr: 1.000e-03, eta: 18:44:26, time: 1.131, data_time: 0.011, memory: 5822, loss_cls: 2.9751, loss: 2.9751, grad_norm: 3.3921 2020-10-24 23:59:02,002 - mmaction - INFO - Epoch [66][1520/1712] lr: 1.000e-03, eta: 18:44:02, time: 1.102, data_time: 0.005, memory: 5822, loss_cls: 3.0282, loss: 3.0282, grad_norm: 3.4772 2020-10-24 23:59:23,992 - mmaction - INFO - Epoch [66][1540/1712] lr: 1.000e-03, eta: 18:43:39, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 2.9962, loss: 2.9962, grad_norm: 3.4479 2020-10-24 23:59:45,517 - mmaction - INFO - Epoch [66][1560/1712] lr: 1.000e-03, eta: 18:43:15, time: 1.073, data_time: 0.003, memory: 5822, loss_cls: 3.0187, loss: 3.0187, grad_norm: 3.3540 2020-10-25 00:00:12,380 - mmaction - INFO - Epoch [66][1580/1712] lr: 1.000e-03, eta: 18:42:54, time: 1.344, data_time: 0.004, memory: 5822, loss_cls: 3.0390, loss: 3.0390, grad_norm: 3.4656 2020-10-25 00:00:40,959 - mmaction - INFO - Epoch [66][1600/1712] lr: 1.000e-03, eta: 18:42:33, time: 1.431, data_time: 0.321, memory: 5822, loss_cls: 3.0305, loss: 3.0305, grad_norm: 3.4915 2020-10-25 00:01:04,455 - mmaction - INFO - Epoch [66][1620/1712] lr: 1.000e-03, eta: 18:42:11, time: 1.175, data_time: 0.091, memory: 5822, loss_cls: 3.0068, loss: 3.0068, grad_norm: 3.4081 2020-10-25 00:01:26,909 - mmaction - INFO - Epoch [66][1640/1712] lr: 1.000e-03, eta: 18:41:47, time: 1.112, data_time: 0.002, memory: 5822, loss_cls: 3.0277, loss: 3.0277, grad_norm: 3.4225 2020-10-25 00:01:48,645 - mmaction - INFO - Epoch [66][1660/1712] lr: 1.000e-03, eta: 18:41:23, time: 1.096, data_time: 0.014, memory: 5822, loss_cls: 3.0489, loss: 3.0489, grad_norm: 3.4746 2020-10-25 00:02:11,067 - mmaction - INFO - Epoch [66][1680/1712] lr: 1.000e-03, eta: 18:41:00, time: 1.115, data_time: 0.004, memory: 5822, loss_cls: 2.9981, loss: 2.9981, grad_norm: 3.4480 2020-10-25 00:02:32,994 - mmaction - INFO - Epoch [66][1700/1712] lr: 1.000e-03, eta: 18:40:36, time: 1.102, data_time: 0.010, memory: 5822, loss_cls: 3.0189, loss: 3.0189, grad_norm: 3.4514 2020-10-25 00:03:55,381 - mmaction - INFO - Epoch [67][20/1712] lr: 1.000e-03, eta: 18:40:08, time: 2.752, data_time: 2.157, memory: 5822, loss_cls: 3.0207, loss: 3.0207, grad_norm: 3.4869 2020-10-25 00:04:18,302 - mmaction - INFO - Epoch [67][40/1712] lr: 1.000e-03, eta: 18:39:45, time: 1.147, data_time: 0.341, memory: 5822, loss_cls: 2.9964, loss: 2.9964, grad_norm: 3.4760 2020-10-25 00:04:41,350 - mmaction - INFO - Epoch [67][60/1712] lr: 1.000e-03, eta: 18:39:22, time: 1.154, data_time: 0.006, memory: 5822, loss_cls: 2.9833, loss: 2.9833, grad_norm: 3.4012 2020-10-25 00:05:02,183 - mmaction - INFO - Epoch [67][80/1712] lr: 1.000e-03, eta: 18:38:58, time: 1.039, data_time: 0.001, memory: 5822, loss_cls: 3.0184, loss: 3.0184, grad_norm: 3.5328 2020-10-25 00:05:23,315 - mmaction - INFO - Epoch [67][100/1712] lr: 1.000e-03, eta: 18:38:34, time: 1.058, data_time: 0.005, memory: 5822, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.5726 2020-10-25 00:05:45,501 - mmaction - INFO - Epoch [67][120/1712] lr: 1.000e-03, eta: 18:38:10, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.3592 2020-10-25 00:06:06,657 - mmaction - INFO - Epoch [67][140/1712] lr: 1.000e-03, eta: 18:37:46, time: 1.058, data_time: 0.003, memory: 5822, loss_cls: 3.0289, loss: 3.0289, grad_norm: 3.4911 2020-10-25 00:06:28,217 - mmaction - INFO - Epoch [67][160/1712] lr: 1.000e-03, eta: 18:37:22, time: 1.078, data_time: 0.002, memory: 5822, loss_cls: 2.9743, loss: 2.9743, grad_norm: 3.4289 2020-10-25 00:06:50,272 - mmaction - INFO - Epoch [67][180/1712] lr: 1.000e-03, eta: 18:36:59, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 2.9975, loss: 2.9975, grad_norm: 3.3833 2020-10-25 00:07:13,065 - mmaction - INFO - Epoch [67][200/1712] lr: 1.000e-03, eta: 18:36:35, time: 1.141, data_time: 0.011, memory: 5822, loss_cls: 3.0535, loss: 3.0535, grad_norm: 3.4667 2020-10-25 00:07:35,528 - mmaction - INFO - Epoch [67][220/1712] lr: 1.000e-03, eta: 18:36:12, time: 1.124, data_time: 0.007, memory: 5822, loss_cls: 3.0584, loss: 3.0584, grad_norm: 3.3999 2020-10-25 00:07:57,353 - mmaction - INFO - Epoch [67][240/1712] lr: 1.000e-03, eta: 18:35:48, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 3.0029, loss: 3.0029, grad_norm: 3.4673 2020-10-25 00:08:19,315 - mmaction - INFO - Epoch [67][260/1712] lr: 1.000e-03, eta: 18:35:24, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 3.0566, loss: 3.0566, grad_norm: 3.5327 2020-10-25 00:08:41,387 - mmaction - INFO - Epoch [67][280/1712] lr: 1.000e-03, eta: 18:35:01, time: 1.115, data_time: 0.015, memory: 5822, loss_cls: 2.9922, loss: 2.9922, grad_norm: 3.4323 2020-10-25 00:09:02,575 - mmaction - INFO - Epoch [67][300/1712] lr: 1.000e-03, eta: 18:34:37, time: 1.059, data_time: 0.006, memory: 5822, loss_cls: 2.9783, loss: 2.9783, grad_norm: 3.3353 2020-10-25 00:09:24,154 - mmaction - INFO - Epoch [67][320/1712] lr: 1.000e-03, eta: 18:34:13, time: 1.078, data_time: 0.003, memory: 5822, loss_cls: 3.0317, loss: 3.0317, grad_norm: 3.5155 2020-10-25 00:09:45,949 - mmaction - INFO - Epoch [67][340/1712] lr: 1.000e-03, eta: 18:33:49, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 3.0441, loss: 3.0441, grad_norm: 3.4289 2020-10-25 00:10:07,756 - mmaction - INFO - Epoch [67][360/1712] lr: 1.000e-03, eta: 18:33:25, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 3.0277, loss: 3.0277, grad_norm: 3.4387 2020-10-25 00:10:28,910 - mmaction - INFO - Epoch [67][380/1712] lr: 1.000e-03, eta: 18:33:01, time: 1.046, data_time: 0.002, memory: 5822, loss_cls: 3.0267, loss: 3.0267, grad_norm: 3.4620 2020-10-25 00:10:50,231 - mmaction - INFO - Epoch [67][400/1712] lr: 1.000e-03, eta: 18:32:37, time: 1.067, data_time: 0.013, memory: 5822, loss_cls: 2.9729, loss: 2.9729, grad_norm: 3.3915 2020-10-25 00:11:12,450 - mmaction - INFO - Epoch [67][420/1712] lr: 1.000e-03, eta: 18:32:14, time: 1.120, data_time: 0.017, memory: 5822, loss_cls: 3.0012, loss: 3.0012, grad_norm: 3.4175 2020-10-25 00:11:34,319 - mmaction - INFO - Epoch [67][440/1712] lr: 1.000e-03, eta: 18:31:50, time: 1.084, data_time: 0.006, memory: 5822, loss_cls: 2.9596, loss: 2.9596, grad_norm: 3.4327 2020-10-25 00:11:56,197 - mmaction - INFO - Epoch [67][460/1712] lr: 1.000e-03, eta: 18:31:26, time: 1.103, data_time: 0.012, memory: 5822, loss_cls: 3.0467, loss: 3.0467, grad_norm: 3.4132 2020-10-25 00:12:17,860 - mmaction - INFO - Epoch [67][480/1712] lr: 1.000e-03, eta: 18:31:02, time: 1.084, data_time: 0.003, memory: 5822, loss_cls: 3.0483, loss: 3.0483, grad_norm: 3.3915 2020-10-25 00:12:39,378 - mmaction - INFO - Epoch [67][500/1712] lr: 1.000e-03, eta: 18:30:39, time: 1.069, data_time: 0.002, memory: 5822, loss_cls: 3.0266, loss: 3.0266, grad_norm: 3.5063 2020-10-25 00:13:01,517 - mmaction - INFO - Epoch [67][520/1712] lr: 1.000e-03, eta: 18:30:15, time: 1.115, data_time: 0.009, memory: 5822, loss_cls: 3.0006, loss: 3.0006, grad_norm: 3.4601 2020-10-25 00:13:23,393 - mmaction - INFO - Epoch [67][540/1712] lr: 1.000e-03, eta: 18:29:51, time: 1.091, data_time: 0.004, memory: 5822, loss_cls: 3.0100, loss: 3.0100, grad_norm: 3.4527 2020-10-25 00:13:45,673 - mmaction - INFO - Epoch [67][560/1712] lr: 1.000e-03, eta: 18:29:28, time: 1.112, data_time: 0.005, memory: 5822, loss_cls: 2.9758, loss: 2.9758, grad_norm: 3.3812 2020-10-25 00:14:07,777 - mmaction - INFO - Epoch [67][580/1712] lr: 1.000e-03, eta: 18:29:04, time: 1.107, data_time: 0.007, memory: 5822, loss_cls: 3.0155, loss: 3.0155, grad_norm: 3.4227 2020-10-25 00:14:29,591 - mmaction - INFO - Epoch [67][600/1712] lr: 1.000e-03, eta: 18:28:40, time: 1.088, data_time: 0.005, memory: 5822, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.4475 2020-10-25 00:14:51,302 - mmaction - INFO - Epoch [67][620/1712] lr: 1.000e-03, eta: 18:28:17, time: 1.088, data_time: 0.008, memory: 5822, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.4384 2020-10-25 00:15:13,144 - mmaction - INFO - Epoch [67][640/1712] lr: 1.000e-03, eta: 18:27:53, time: 1.094, data_time: 0.005, memory: 5822, loss_cls: 2.9651, loss: 2.9651, grad_norm: 3.4280 2020-10-25 00:15:34,901 - mmaction - INFO - Epoch [67][660/1712] lr: 1.000e-03, eta: 18:27:29, time: 1.087, data_time: 0.005, memory: 5822, loss_cls: 3.0402, loss: 3.0402, grad_norm: 3.4722 2020-10-25 00:15:56,948 - mmaction - INFO - Epoch [67][680/1712] lr: 1.000e-03, eta: 18:27:06, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 3.0443, loss: 3.0443, grad_norm: 3.4925 2020-10-25 00:16:18,874 - mmaction - INFO - Epoch [67][700/1712] lr: 1.000e-03, eta: 18:26:42, time: 1.088, data_time: 0.007, memory: 5822, loss_cls: 3.0178, loss: 3.0178, grad_norm: 3.5372 2020-10-25 00:16:40,793 - mmaction - INFO - Epoch [67][720/1712] lr: 1.000e-03, eta: 18:26:18, time: 1.107, data_time: 0.013, memory: 5822, loss_cls: 2.9717, loss: 2.9717, grad_norm: 3.3932 2020-10-25 00:17:02,817 - mmaction - INFO - Epoch [67][740/1712] lr: 1.000e-03, eta: 18:25:55, time: 1.100, data_time: 0.004, memory: 5822, loss_cls: 3.0351, loss: 3.0351, grad_norm: 3.5313 2020-10-25 00:17:24,741 - mmaction - INFO - Epoch [67][760/1712] lr: 1.000e-03, eta: 18:25:31, time: 1.097, data_time: 0.004, memory: 5822, loss_cls: 2.9968, loss: 2.9968, grad_norm: 3.4223 2020-10-25 00:17:46,702 - mmaction - INFO - Epoch [67][780/1712] lr: 1.000e-03, eta: 18:25:07, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 3.0240, loss: 3.0240, grad_norm: 3.4715 2020-10-25 00:18:08,029 - mmaction - INFO - Epoch [67][800/1712] lr: 1.000e-03, eta: 18:24:43, time: 1.062, data_time: 0.005, memory: 5822, loss_cls: 2.9982, loss: 2.9982, grad_norm: 3.4107 2020-10-25 00:18:30,243 - mmaction - INFO - Epoch [67][820/1712] lr: 1.000e-03, eta: 18:24:20, time: 1.112, data_time: 0.009, memory: 5822, loss_cls: 3.0096, loss: 3.0096, grad_norm: 3.4247 2020-10-25 00:18:51,973 - mmaction - INFO - Epoch [67][840/1712] lr: 1.000e-03, eta: 18:23:56, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 2.9830, loss: 2.9830, grad_norm: 3.4245 2020-10-25 00:19:13,669 - mmaction - INFO - Epoch [67][860/1712] lr: 1.000e-03, eta: 18:23:32, time: 1.083, data_time: 0.003, memory: 5822, loss_cls: 3.0114, loss: 3.0114, grad_norm: 3.4900 2020-10-25 00:19:35,529 - mmaction - INFO - Epoch [67][880/1712] lr: 1.000e-03, eta: 18:23:08, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 2.9891, loss: 2.9891, grad_norm: 3.4685 2020-10-25 00:19:57,089 - mmaction - INFO - Epoch [67][900/1712] lr: 1.000e-03, eta: 18:22:44, time: 1.078, data_time: 0.010, memory: 5822, loss_cls: 3.0010, loss: 3.0010, grad_norm: 3.4120 2020-10-25 00:20:18,787 - mmaction - INFO - Epoch [67][920/1712] lr: 1.000e-03, eta: 18:22:21, time: 1.089, data_time: 0.011, memory: 5822, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.5011 2020-10-25 00:20:40,466 - mmaction - INFO - Epoch [67][940/1712] lr: 1.000e-03, eta: 18:21:57, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 3.0267, loss: 3.0267, grad_norm: 3.4688 2020-10-25 00:21:02,810 - mmaction - INFO - Epoch [67][960/1712] lr: 1.000e-03, eta: 18:21:33, time: 1.117, data_time: 0.004, memory: 5822, loss_cls: 3.0172, loss: 3.0172, grad_norm: 3.4527 2020-10-25 00:21:24,009 - mmaction - INFO - Epoch [67][980/1712] lr: 1.000e-03, eta: 18:21:09, time: 1.054, data_time: 0.005, memory: 5822, loss_cls: 3.0397, loss: 3.0397, grad_norm: 3.4517 2020-10-25 00:21:45,706 - mmaction - INFO - Epoch [67][1000/1712] lr: 1.000e-03, eta: 18:20:46, time: 1.092, data_time: 0.008, memory: 5822, loss_cls: 2.9930, loss: 2.9930, grad_norm: 3.4754 2020-10-25 00:22:07,935 - mmaction - INFO - Epoch [67][1020/1712] lr: 1.000e-03, eta: 18:20:22, time: 1.107, data_time: 0.002, memory: 5822, loss_cls: 3.0318, loss: 3.0318, grad_norm: 3.5025 2020-10-25 00:22:29,888 - mmaction - INFO - Epoch [67][1040/1712] lr: 1.000e-03, eta: 18:19:58, time: 1.096, data_time: 0.012, memory: 5822, loss_cls: 3.0098, loss: 3.0098, grad_norm: 3.4148 2020-10-25 00:22:51,642 - mmaction - INFO - Epoch [67][1060/1712] lr: 1.000e-03, eta: 18:19:35, time: 1.086, data_time: 0.008, memory: 5822, loss_cls: 3.0392, loss: 3.0392, grad_norm: 3.5456 2020-10-25 00:23:13,339 - mmaction - INFO - Epoch [67][1080/1712] lr: 1.000e-03, eta: 18:19:11, time: 1.090, data_time: 0.012, memory: 5822, loss_cls: 3.0460, loss: 3.0460, grad_norm: 3.4687 2020-10-25 00:23:35,342 - mmaction - INFO - Epoch [67][1100/1712] lr: 1.000e-03, eta: 18:18:47, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 3.0580, loss: 3.0580, grad_norm: 3.4785 2020-10-25 00:23:57,420 - mmaction - INFO - Epoch [67][1120/1712] lr: 1.000e-03, eta: 18:18:24, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 3.0181, loss: 3.0181, grad_norm: 3.4762 2020-10-25 00:24:19,346 - mmaction - INFO - Epoch [67][1140/1712] lr: 1.000e-03, eta: 18:18:00, time: 1.097, data_time: 0.007, memory: 5822, loss_cls: 2.9655, loss: 2.9655, grad_norm: 3.4302 2020-10-25 00:24:41,154 - mmaction - INFO - Epoch [67][1160/1712] lr: 1.000e-03, eta: 18:17:36, time: 1.086, data_time: 0.008, memory: 5822, loss_cls: 2.9987, loss: 2.9987, grad_norm: 3.4880 2020-10-25 00:25:02,542 - mmaction - INFO - Epoch [67][1180/1712] lr: 1.000e-03, eta: 18:17:12, time: 1.076, data_time: 0.013, memory: 5822, loss_cls: 2.9556, loss: 2.9556, grad_norm: 3.4729 2020-10-25 00:25:24,686 - mmaction - INFO - Epoch [67][1200/1712] lr: 1.000e-03, eta: 18:16:49, time: 1.107, data_time: 0.004, memory: 5822, loss_cls: 2.9885, loss: 2.9885, grad_norm: 3.3791 2020-10-25 00:25:47,178 - mmaction - INFO - Epoch [67][1220/1712] lr: 1.000e-03, eta: 18:16:25, time: 1.125, data_time: 0.013, memory: 5822, loss_cls: 3.0235, loss: 3.0235, grad_norm: 3.4311 2020-10-25 00:26:08,889 - mmaction - INFO - Epoch [67][1240/1712] lr: 1.000e-03, eta: 18:16:02, time: 1.088, data_time: 0.006, memory: 5822, loss_cls: 3.0081, loss: 3.0081, grad_norm: 3.4464 2020-10-25 00:26:30,581 - mmaction - INFO - Epoch [67][1260/1712] lr: 1.000e-03, eta: 18:15:38, time: 1.084, data_time: 0.006, memory: 5822, loss_cls: 3.0722, loss: 3.0722, grad_norm: 3.4999 2020-10-25 00:26:52,603 - mmaction - INFO - Epoch [67][1280/1712] lr: 1.000e-03, eta: 18:15:14, time: 1.100, data_time: 0.006, memory: 5822, loss_cls: 3.0899, loss: 3.0899, grad_norm: 3.5146 2020-10-25 00:27:14,475 - mmaction - INFO - Epoch [67][1300/1712] lr: 1.000e-03, eta: 18:14:50, time: 1.092, data_time: 0.003, memory: 5822, loss_cls: 3.0168, loss: 3.0168, grad_norm: 3.4714 2020-10-25 00:27:36,186 - mmaction - INFO - Epoch [67][1320/1712] lr: 1.000e-03, eta: 18:14:27, time: 1.088, data_time: 0.005, memory: 5822, loss_cls: 3.0576, loss: 3.0576, grad_norm: 3.5743 2020-10-25 00:27:58,315 - mmaction - INFO - Epoch [67][1340/1712] lr: 1.000e-03, eta: 18:14:03, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 3.0512, loss: 3.0512, grad_norm: 3.5008 2020-10-25 00:28:20,089 - mmaction - INFO - Epoch [67][1360/1712] lr: 1.000e-03, eta: 18:13:39, time: 1.086, data_time: 0.008, memory: 5822, loss_cls: 3.0085, loss: 3.0085, grad_norm: 3.4545 2020-10-25 00:28:41,850 - mmaction - INFO - Epoch [67][1380/1712] lr: 1.000e-03, eta: 18:13:16, time: 1.093, data_time: 0.009, memory: 5822, loss_cls: 3.0279, loss: 3.0279, grad_norm: 3.4755 2020-10-25 00:29:03,985 - mmaction - INFO - Epoch [67][1400/1712] lr: 1.000e-03, eta: 18:12:52, time: 1.088, data_time: 0.005, memory: 5822, loss_cls: 3.0153, loss: 3.0153, grad_norm: 3.5499 2020-10-25 00:29:25,525 - mmaction - INFO - Epoch [67][1420/1712] lr: 1.000e-03, eta: 18:12:28, time: 1.092, data_time: 0.025, memory: 5822, loss_cls: 3.0242, loss: 3.0242, grad_norm: 3.4743 2020-10-25 00:29:46,825 - mmaction - INFO - Epoch [67][1440/1712] lr: 1.000e-03, eta: 18:12:04, time: 1.071, data_time: 0.008, memory: 5822, loss_cls: 3.0221, loss: 3.0221, grad_norm: 3.4261 2020-10-25 00:30:09,238 - mmaction - INFO - Epoch [67][1460/1712] lr: 1.000e-03, eta: 18:11:41, time: 1.116, data_time: 0.002, memory: 5822, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.3281 2020-10-25 00:30:30,728 - mmaction - INFO - Epoch [67][1480/1712] lr: 1.000e-03, eta: 18:11:17, time: 1.072, data_time: 0.006, memory: 5822, loss_cls: 2.9367, loss: 2.9367, grad_norm: 3.3542 2020-10-25 00:30:52,533 - mmaction - INFO - Epoch [67][1500/1712] lr: 1.000e-03, eta: 18:10:53, time: 1.097, data_time: 0.014, memory: 5822, loss_cls: 3.0528, loss: 3.0528, grad_norm: 3.4994 2020-10-25 00:31:14,664 - mmaction - INFO - Epoch [67][1520/1712] lr: 1.000e-03, eta: 18:10:30, time: 1.105, data_time: 0.003, memory: 5822, loss_cls: 3.0066, loss: 3.0066, grad_norm: 3.3887 2020-10-25 00:31:35,958 - mmaction - INFO - Epoch [67][1540/1712] lr: 1.000e-03, eta: 18:10:06, time: 1.066, data_time: 0.008, memory: 5822, loss_cls: 3.0048, loss: 3.0048, grad_norm: 3.4625 2020-10-25 00:31:58,422 - mmaction - INFO - Epoch [67][1560/1712] lr: 1.000e-03, eta: 18:09:42, time: 1.124, data_time: 0.003, memory: 5822, loss_cls: 2.9839, loss: 2.9839, grad_norm: 3.5085 2020-10-25 00:32:19,806 - mmaction - INFO - Epoch [67][1580/1712] lr: 1.000e-03, eta: 18:09:18, time: 1.069, data_time: 0.003, memory: 5822, loss_cls: 3.0038, loss: 3.0038, grad_norm: 3.4500 2020-10-25 00:32:41,560 - mmaction - INFO - Epoch [67][1600/1712] lr: 1.000e-03, eta: 18:08:55, time: 1.081, data_time: 0.002, memory: 5822, loss_cls: 3.0456, loss: 3.0456, grad_norm: 3.4833 2020-10-25 00:33:03,304 - mmaction - INFO - Epoch [67][1620/1712] lr: 1.000e-03, eta: 18:08:31, time: 1.087, data_time: 0.010, memory: 5822, loss_cls: 2.9673, loss: 2.9673, grad_norm: 3.4545 2020-10-25 00:33:24,803 - mmaction - INFO - Epoch [67][1640/1712] lr: 1.000e-03, eta: 18:08:07, time: 1.082, data_time: 0.011, memory: 5822, loss_cls: 3.0008, loss: 3.0008, grad_norm: 3.4636 2020-10-25 00:33:46,930 - mmaction - INFO - Epoch [67][1660/1712] lr: 1.000e-03, eta: 18:07:44, time: 1.106, data_time: 0.001, memory: 5822, loss_cls: 2.9966, loss: 2.9966, grad_norm: 3.4431 2020-10-25 00:34:08,757 - mmaction - INFO - Epoch [67][1680/1712] lr: 1.000e-03, eta: 18:07:20, time: 1.087, data_time: 0.002, memory: 5822, loss_cls: 3.0483, loss: 3.0483, grad_norm: 3.5627 2020-10-25 00:34:30,376 - mmaction - INFO - Epoch [67][1700/1712] lr: 1.000e-03, eta: 18:06:56, time: 1.086, data_time: 0.011, memory: 5822, loss_cls: 2.9608, loss: 2.9608, grad_norm: 3.4669 2020-10-25 00:35:21,831 - mmaction - INFO - Epoch [68][20/1712] lr: 1.000e-03, eta: 18:06:20, time: 1.913, data_time: 1.140, memory: 5822, loss_cls: 2.9863, loss: 2.9863, grad_norm: 3.4324 2020-10-25 00:35:45,746 - mmaction - INFO - Epoch [68][40/1712] lr: 1.000e-03, eta: 18:05:57, time: 1.193, data_time: 0.307, memory: 5822, loss_cls: 2.9951, loss: 2.9951, grad_norm: 3.4089 2020-10-25 00:36:09,505 - mmaction - INFO - Epoch [68][60/1712] lr: 1.000e-03, eta: 18:05:34, time: 1.192, data_time: 0.018, memory: 5822, loss_cls: 2.9860, loss: 2.9860, grad_norm: 3.4583 2020-10-25 00:36:31,626 - mmaction - INFO - Epoch [68][80/1712] lr: 1.000e-03, eta: 18:05:11, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 2.9733, loss: 2.9733, grad_norm: 3.4634 2020-10-25 00:36:53,108 - mmaction - INFO - Epoch [68][100/1712] lr: 1.000e-03, eta: 18:04:47, time: 1.085, data_time: 0.015, memory: 5822, loss_cls: 2.9972, loss: 2.9972, grad_norm: 3.5116 2020-10-25 00:37:14,821 - mmaction - INFO - Epoch [68][120/1712] lr: 1.000e-03, eta: 18:04:23, time: 1.086, data_time: 0.001, memory: 5822, loss_cls: 3.0091, loss: 3.0091, grad_norm: 3.4553 2020-10-25 00:37:36,396 - mmaction - INFO - Epoch [68][140/1712] lr: 1.000e-03, eta: 18:03:59, time: 1.076, data_time: 0.003, memory: 5822, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.4143 2020-10-25 00:37:58,475 - mmaction - INFO - Epoch [68][160/1712] lr: 1.000e-03, eta: 18:03:36, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 2.9686, loss: 2.9686, grad_norm: 3.4656 2020-10-25 00:38:19,823 - mmaction - INFO - Epoch [68][180/1712] lr: 1.000e-03, eta: 18:03:12, time: 1.076, data_time: 0.014, memory: 5822, loss_cls: 2.9772, loss: 2.9772, grad_norm: 3.4171 2020-10-25 00:38:41,427 - mmaction - INFO - Epoch [68][200/1712] lr: 1.000e-03, eta: 18:02:48, time: 1.075, data_time: 0.004, memory: 5822, loss_cls: 3.0288, loss: 3.0288, grad_norm: 3.5342 2020-10-25 00:39:03,066 - mmaction - INFO - Epoch [68][220/1712] lr: 1.000e-03, eta: 18:02:24, time: 1.088, data_time: 0.011, memory: 5822, loss_cls: 3.0527, loss: 3.0527, grad_norm: 3.5114 2020-10-25 00:39:24,842 - mmaction - INFO - Epoch [68][240/1712] lr: 1.000e-03, eta: 18:02:01, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 3.0151, loss: 3.0151, grad_norm: 3.5094 2020-10-25 00:39:46,873 - mmaction - INFO - Epoch [68][260/1712] lr: 1.000e-03, eta: 18:01:37, time: 1.102, data_time: 0.004, memory: 5822, loss_cls: 2.9689, loss: 2.9689, grad_norm: 3.4406 2020-10-25 00:40:07,958 - mmaction - INFO - Epoch [68][280/1712] lr: 1.000e-03, eta: 18:01:13, time: 1.052, data_time: 0.004, memory: 5822, loss_cls: 3.0699, loss: 3.0699, grad_norm: 3.5531 2020-10-25 00:40:29,649 - mmaction - INFO - Epoch [68][300/1712] lr: 1.000e-03, eta: 18:00:49, time: 1.081, data_time: 0.005, memory: 5822, loss_cls: 2.9815, loss: 2.9815, grad_norm: 3.4180 2020-10-25 00:40:51,766 - mmaction - INFO - Epoch [68][320/1712] lr: 1.000e-03, eta: 18:00:25, time: 1.100, data_time: 0.009, memory: 5822, loss_cls: 3.0157, loss: 3.0157, grad_norm: 3.4716 2020-10-25 00:41:13,194 - mmaction - INFO - Epoch [68][340/1712] lr: 1.000e-03, eta: 18:00:02, time: 1.080, data_time: 0.015, memory: 5822, loss_cls: 3.0256, loss: 3.0256, grad_norm: 3.5410 2020-10-25 00:41:34,862 - mmaction - INFO - Epoch [68][360/1712] lr: 1.000e-03, eta: 17:59:38, time: 1.085, data_time: 0.008, memory: 5822, loss_cls: 3.0397, loss: 3.0397, grad_norm: 3.4823 2020-10-25 00:41:55,962 - mmaction - INFO - Epoch [68][380/1712] lr: 1.000e-03, eta: 17:59:14, time: 1.048, data_time: 0.003, memory: 5822, loss_cls: 3.0326, loss: 3.0326, grad_norm: 3.4598 2020-10-25 00:42:17,517 - mmaction - INFO - Epoch [68][400/1712] lr: 1.000e-03, eta: 17:58:50, time: 1.081, data_time: 0.009, memory: 5822, loss_cls: 3.0183, loss: 3.0183, grad_norm: 3.4042 2020-10-25 00:42:41,024 - mmaction - INFO - Epoch [68][420/1712] lr: 1.000e-03, eta: 17:58:27, time: 1.173, data_time: 0.006, memory: 5822, loss_cls: 3.0444, loss: 3.0444, grad_norm: 3.5262 2020-10-25 00:43:03,862 - mmaction - INFO - Epoch [68][440/1712] lr: 1.000e-03, eta: 17:58:04, time: 1.138, data_time: 0.009, memory: 5822, loss_cls: 3.0177, loss: 3.0177, grad_norm: 3.4416 2020-10-25 00:43:27,260 - mmaction - INFO - Epoch [68][460/1712] lr: 1.000e-03, eta: 17:57:41, time: 1.173, data_time: 0.013, memory: 5822, loss_cls: 3.0116, loss: 3.0116, grad_norm: 3.4610 2020-10-25 00:43:49,216 - mmaction - INFO - Epoch [68][480/1712] lr: 1.000e-03, eta: 17:57:17, time: 1.104, data_time: 0.009, memory: 5822, loss_cls: 3.0044, loss: 3.0044, grad_norm: 3.4326 2020-10-25 00:44:12,033 - mmaction - INFO - Epoch [68][500/1712] lr: 1.000e-03, eta: 17:56:54, time: 1.136, data_time: 0.001, memory: 5822, loss_cls: 2.9847, loss: 2.9847, grad_norm: 3.4639 2020-10-25 00:44:35,135 - mmaction - INFO - Epoch [68][520/1712] lr: 1.000e-03, eta: 17:56:31, time: 1.150, data_time: 0.007, memory: 5822, loss_cls: 3.0034, loss: 3.0034, grad_norm: 3.4056 2020-10-25 00:44:57,483 - mmaction - INFO - Epoch [68][540/1712] lr: 1.000e-03, eta: 17:56:08, time: 1.127, data_time: 0.014, memory: 5822, loss_cls: 2.9914, loss: 2.9914, grad_norm: 3.4412 2020-10-25 00:45:20,323 - mmaction - INFO - Epoch [68][560/1712] lr: 1.000e-03, eta: 17:55:45, time: 1.142, data_time: 0.003, memory: 5822, loss_cls: 2.9458, loss: 2.9458, grad_norm: 3.4229 2020-10-25 00:45:43,622 - mmaction - INFO - Epoch [68][580/1712] lr: 1.000e-03, eta: 17:55:22, time: 1.163, data_time: 0.004, memory: 5822, loss_cls: 3.0159, loss: 3.0159, grad_norm: 3.4041 2020-10-25 00:46:06,243 - mmaction - INFO - Epoch [68][600/1712] lr: 1.000e-03, eta: 17:54:58, time: 1.132, data_time: 0.007, memory: 5822, loss_cls: 3.0498, loss: 3.0498, grad_norm: 3.4559 2020-10-25 00:46:29,462 - mmaction - INFO - Epoch [68][620/1712] lr: 1.000e-03, eta: 17:54:35, time: 1.162, data_time: 0.004, memory: 5822, loss_cls: 3.0064, loss: 3.0064, grad_norm: 3.4855 2020-10-25 00:46:52,582 - mmaction - INFO - Epoch [68][640/1712] lr: 1.000e-03, eta: 17:54:12, time: 1.143, data_time: 0.006, memory: 5822, loss_cls: 3.0007, loss: 3.0007, grad_norm: 3.5543 2020-10-25 00:47:15,365 - mmaction - INFO - Epoch [68][660/1712] lr: 1.000e-03, eta: 17:53:49, time: 1.151, data_time: 0.016, memory: 5822, loss_cls: 3.0244, loss: 3.0244, grad_norm: 3.4994 2020-10-25 00:47:38,445 - mmaction - INFO - Epoch [68][680/1712] lr: 1.000e-03, eta: 17:53:26, time: 1.148, data_time: 0.004, memory: 5822, loss_cls: 3.0249, loss: 3.0249, grad_norm: 3.4856 2020-10-25 00:48:01,152 - mmaction - INFO - Epoch [68][700/1712] lr: 1.000e-03, eta: 17:53:03, time: 1.144, data_time: 0.010, memory: 5822, loss_cls: 2.9987, loss: 2.9987, grad_norm: 3.4885 2020-10-25 00:48:23,938 - mmaction - INFO - Epoch [68][720/1712] lr: 1.000e-03, eta: 17:52:39, time: 1.136, data_time: 0.002, memory: 5822, loss_cls: 3.0496, loss: 3.0496, grad_norm: 3.4287 2020-10-25 00:48:47,704 - mmaction - INFO - Epoch [68][740/1712] lr: 1.000e-03, eta: 17:52:17, time: 1.189, data_time: 0.005, memory: 5822, loss_cls: 3.0159, loss: 3.0159, grad_norm: 3.4458 2020-10-25 00:49:10,190 - mmaction - INFO - Epoch [68][760/1712] lr: 1.000e-03, eta: 17:51:53, time: 1.124, data_time: 0.005, memory: 5822, loss_cls: 3.0481, loss: 3.0481, grad_norm: 3.5016 2020-10-25 00:49:33,125 - mmaction - INFO - Epoch [68][780/1712] lr: 1.000e-03, eta: 17:51:30, time: 1.145, data_time: 0.007, memory: 5822, loss_cls: 3.0880, loss: 3.0880, grad_norm: 3.6058 2020-10-25 00:49:56,694 - mmaction - INFO - Epoch [68][800/1712] lr: 1.000e-03, eta: 17:51:07, time: 1.180, data_time: 0.006, memory: 5822, loss_cls: 2.9869, loss: 2.9869, grad_norm: 3.4219 2020-10-25 00:50:19,360 - mmaction - INFO - Epoch [68][820/1712] lr: 1.000e-03, eta: 17:50:44, time: 1.133, data_time: 0.005, memory: 5822, loss_cls: 2.9661, loss: 2.9661, grad_norm: 3.5465 2020-10-25 00:50:42,380 - mmaction - INFO - Epoch [68][840/1712] lr: 1.000e-03, eta: 17:50:21, time: 1.154, data_time: 0.005, memory: 5822, loss_cls: 2.9831, loss: 2.9831, grad_norm: 3.4016 2020-10-25 00:51:05,727 - mmaction - INFO - Epoch [68][860/1712] lr: 1.000e-03, eta: 17:49:58, time: 1.163, data_time: 0.003, memory: 5822, loss_cls: 2.9654, loss: 2.9654, grad_norm: 3.4206 2020-10-25 00:51:29,080 - mmaction - INFO - Epoch [68][880/1712] lr: 1.000e-03, eta: 17:49:35, time: 1.166, data_time: 0.009, memory: 5822, loss_cls: 3.0472, loss: 3.0472, grad_norm: 3.5119 2020-10-25 00:51:51,762 - mmaction - INFO - Epoch [68][900/1712] lr: 1.000e-03, eta: 17:49:12, time: 1.139, data_time: 0.009, memory: 5822, loss_cls: 3.0433, loss: 3.0433, grad_norm: 3.3984 2020-10-25 00:52:14,676 - mmaction - INFO - Epoch [68][920/1712] lr: 1.000e-03, eta: 17:48:49, time: 1.147, data_time: 0.006, memory: 5822, loss_cls: 2.9893, loss: 2.9893, grad_norm: 3.4491 2020-10-25 00:52:37,368 - mmaction - INFO - Epoch [68][940/1712] lr: 1.000e-03, eta: 17:48:25, time: 1.134, data_time: 0.001, memory: 5822, loss_cls: 3.0146, loss: 3.0146, grad_norm: 3.4997 2020-10-25 00:53:00,062 - mmaction - INFO - Epoch [68][960/1712] lr: 1.000e-03, eta: 17:48:02, time: 1.133, data_time: 0.002, memory: 5822, loss_cls: 2.9560, loss: 2.9560, grad_norm: 3.4946 2020-10-25 00:53:22,847 - mmaction - INFO - Epoch [68][980/1712] lr: 1.000e-03, eta: 17:47:39, time: 1.139, data_time: 0.003, memory: 5822, loss_cls: 3.0769, loss: 3.0769, grad_norm: 3.5515 2020-10-25 00:53:45,578 - mmaction - INFO - Epoch [68][1000/1712] lr: 1.000e-03, eta: 17:47:16, time: 1.139, data_time: 0.004, memory: 5822, loss_cls: 3.0550, loss: 3.0550, grad_norm: 3.5185 2020-10-25 00:54:08,859 - mmaction - INFO - Epoch [68][1020/1712] lr: 1.000e-03, eta: 17:46:53, time: 1.158, data_time: 0.001, memory: 5822, loss_cls: 3.0107, loss: 3.0107, grad_norm: 3.4472 2020-10-25 00:54:31,998 - mmaction - INFO - Epoch [68][1040/1712] lr: 1.000e-03, eta: 17:46:30, time: 1.163, data_time: 0.008, memory: 5822, loss_cls: 2.9938, loss: 2.9938, grad_norm: 3.4455 2020-10-25 00:54:54,988 - mmaction - INFO - Epoch [68][1060/1712] lr: 1.000e-03, eta: 17:46:06, time: 1.144, data_time: 0.001, memory: 5822, loss_cls: 3.0053, loss: 3.0053, grad_norm: 3.5046 2020-10-25 00:55:17,146 - mmaction - INFO - Epoch [68][1080/1712] lr: 1.000e-03, eta: 17:45:43, time: 1.112, data_time: 0.007, memory: 5822, loss_cls: 3.0996, loss: 3.0996, grad_norm: 3.5103 2020-10-25 00:55:39,559 - mmaction - INFO - Epoch [68][1100/1712] lr: 1.000e-03, eta: 17:45:20, time: 1.120, data_time: 0.001, memory: 5822, loss_cls: 3.0583, loss: 3.0583, grad_norm: 3.5917 2020-10-25 00:56:02,078 - mmaction - INFO - Epoch [68][1120/1712] lr: 1.000e-03, eta: 17:44:56, time: 1.122, data_time: 0.002, memory: 5822, loss_cls: 3.0448, loss: 3.0448, grad_norm: 3.4505 2020-10-25 00:56:24,697 - mmaction - INFO - Epoch [68][1140/1712] lr: 1.000e-03, eta: 17:44:33, time: 1.130, data_time: 0.007, memory: 5822, loss_cls: 2.9964, loss: 2.9964, grad_norm: 3.4029 2020-10-25 00:56:47,476 - mmaction - INFO - Epoch [68][1160/1712] lr: 1.000e-03, eta: 17:44:10, time: 1.140, data_time: 0.008, memory: 5822, loss_cls: 2.9889, loss: 2.9889, grad_norm: 3.4910 2020-10-25 00:57:10,643 - mmaction - INFO - Epoch [68][1180/1712] lr: 1.000e-03, eta: 17:43:47, time: 1.163, data_time: 0.009, memory: 5822, loss_cls: 2.9925, loss: 2.9925, grad_norm: 3.4957 2020-10-25 00:57:33,352 - mmaction - INFO - Epoch [68][1200/1712] lr: 1.000e-03, eta: 17:43:23, time: 1.130, data_time: 0.002, memory: 5822, loss_cls: 3.0100, loss: 3.0100, grad_norm: 3.4926 2020-10-25 00:57:56,528 - mmaction - INFO - Epoch [68][1220/1712] lr: 1.000e-03, eta: 17:43:00, time: 1.157, data_time: 0.007, memory: 5822, loss_cls: 3.0060, loss: 3.0060, grad_norm: 3.4474 2020-10-25 00:58:19,006 - mmaction - INFO - Epoch [68][1240/1712] lr: 1.000e-03, eta: 17:42:37, time: 1.130, data_time: 0.009, memory: 5822, loss_cls: 2.9895, loss: 2.9895, grad_norm: 3.4995 2020-10-25 00:58:41,585 - mmaction - INFO - Epoch [68][1260/1712] lr: 1.000e-03, eta: 17:42:14, time: 1.130, data_time: 0.003, memory: 5822, loss_cls: 2.9702, loss: 2.9702, grad_norm: 3.4098 2020-10-25 00:59:04,983 - mmaction - INFO - Epoch [68][1280/1712] lr: 1.000e-03, eta: 17:41:51, time: 1.170, data_time: 0.003, memory: 5822, loss_cls: 2.9922, loss: 2.9922, grad_norm: 3.3856 2020-10-25 00:59:28,472 - mmaction - INFO - Epoch [68][1300/1712] lr: 1.000e-03, eta: 17:41:28, time: 1.168, data_time: 0.002, memory: 5822, loss_cls: 3.0783, loss: 3.0783, grad_norm: 3.4998 2020-10-25 00:59:51,068 - mmaction - INFO - Epoch [68][1320/1712] lr: 1.000e-03, eta: 17:41:05, time: 1.136, data_time: 0.012, memory: 5822, loss_cls: 2.9885, loss: 2.9885, grad_norm: 3.3837 2020-10-25 01:00:13,627 - mmaction - INFO - Epoch [68][1340/1712] lr: 1.000e-03, eta: 17:40:41, time: 1.127, data_time: 0.003, memory: 5822, loss_cls: 3.0206, loss: 3.0206, grad_norm: 3.5212 2020-10-25 01:00:36,510 - mmaction - INFO - Epoch [68][1360/1712] lr: 1.000e-03, eta: 17:40:18, time: 1.145, data_time: 0.003, memory: 5822, loss_cls: 2.9796, loss: 2.9796, grad_norm: 3.4497 2020-10-25 01:00:59,293 - mmaction - INFO - Epoch [68][1380/1712] lr: 1.000e-03, eta: 17:39:55, time: 1.137, data_time: 0.002, memory: 5822, loss_cls: 3.0313, loss: 3.0313, grad_norm: 3.4913 2020-10-25 01:01:22,894 - mmaction - INFO - Epoch [68][1400/1712] lr: 1.000e-03, eta: 17:39:32, time: 1.176, data_time: 0.005, memory: 5822, loss_cls: 3.0054, loss: 3.0054, grad_norm: 3.5474 2020-10-25 01:01:46,061 - mmaction - INFO - Epoch [68][1420/1712] lr: 1.000e-03, eta: 17:39:09, time: 1.166, data_time: 0.010, memory: 5822, loss_cls: 2.9878, loss: 2.9878, grad_norm: 3.4336 2020-10-25 01:02:08,943 - mmaction - INFO - Epoch [68][1440/1712] lr: 1.000e-03, eta: 17:38:46, time: 1.138, data_time: 0.002, memory: 5822, loss_cls: 2.9749, loss: 2.9749, grad_norm: 3.4853 2020-10-25 01:02:31,710 - mmaction - INFO - Epoch [68][1460/1712] lr: 1.000e-03, eta: 17:38:23, time: 1.143, data_time: 0.009, memory: 5822, loss_cls: 3.0035, loss: 3.0035, grad_norm: 3.5295 2020-10-25 01:02:54,564 - mmaction - INFO - Epoch [68][1480/1712] lr: 1.000e-03, eta: 17:37:59, time: 1.144, data_time: 0.006, memory: 5822, loss_cls: 3.0171, loss: 3.0171, grad_norm: 3.5371 2020-10-25 01:03:17,656 - mmaction - INFO - Epoch [68][1500/1712] lr: 1.000e-03, eta: 17:37:36, time: 1.147, data_time: 0.002, memory: 5822, loss_cls: 3.0482, loss: 3.0482, grad_norm: 3.4949 2020-10-25 01:03:40,497 - mmaction - INFO - Epoch [68][1520/1712] lr: 1.000e-03, eta: 17:37:13, time: 1.149, data_time: 0.009, memory: 5822, loss_cls: 2.9876, loss: 2.9876, grad_norm: 3.5028 2020-10-25 01:04:02,200 - mmaction - INFO - Epoch [68][1540/1712] lr: 1.000e-03, eta: 17:36:49, time: 1.086, data_time: 0.002, memory: 5822, loss_cls: 3.0041, loss: 3.0041, grad_norm: 3.4551 2020-10-25 01:04:23,998 - mmaction - INFO - Epoch [68][1560/1712] lr: 1.000e-03, eta: 17:36:26, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 2.9090, loss: 2.9090, grad_norm: 3.3994 2020-10-25 01:04:46,868 - mmaction - INFO - Epoch [68][1580/1712] lr: 1.000e-03, eta: 17:36:03, time: 1.140, data_time: 0.001, memory: 5822, loss_cls: 2.9961, loss: 2.9961, grad_norm: 3.5108 2020-10-25 01:05:10,007 - mmaction - INFO - Epoch [68][1600/1712] lr: 1.000e-03, eta: 17:35:40, time: 1.160, data_time: 0.005, memory: 5822, loss_cls: 3.0156, loss: 3.0156, grad_norm: 3.4306 2020-10-25 01:05:31,968 - mmaction - INFO - Epoch [68][1620/1712] lr: 1.000e-03, eta: 17:35:16, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 3.0549, loss: 3.0549, grad_norm: 3.5583 2020-10-25 01:05:54,995 - mmaction - INFO - Epoch [68][1640/1712] lr: 1.000e-03, eta: 17:34:53, time: 1.148, data_time: 0.001, memory: 5822, loss_cls: 2.9927, loss: 2.9927, grad_norm: 3.4117 2020-10-25 01:06:17,802 - mmaction - INFO - Epoch [68][1660/1712] lr: 1.000e-03, eta: 17:34:30, time: 1.144, data_time: 0.006, memory: 5822, loss_cls: 3.0345, loss: 3.0345, grad_norm: 3.3669 2020-10-25 01:06:40,918 - mmaction - INFO - Epoch [68][1680/1712] lr: 1.000e-03, eta: 17:34:07, time: 1.156, data_time: 0.002, memory: 5822, loss_cls: 3.0089, loss: 3.0089, grad_norm: 3.4486 2020-10-25 01:07:03,290 - mmaction - INFO - Epoch [68][1700/1712] lr: 1.000e-03, eta: 17:33:43, time: 1.118, data_time: 0.003, memory: 5822, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.5258 2020-10-25 01:08:03,268 - mmaction - INFO - Epoch [69][20/1712] lr: 1.000e-03, eta: 17:33:10, time: 2.229, data_time: 1.601, memory: 5822, loss_cls: 2.9763, loss: 2.9763, grad_norm: 3.4340 2020-10-25 01:08:27,097 - mmaction - INFO - Epoch [69][40/1712] lr: 1.000e-03, eta: 17:32:47, time: 1.193, data_time: 0.183, memory: 5822, loss_cls: 2.9937, loss: 2.9937, grad_norm: 3.4381 2020-10-25 01:08:50,398 - mmaction - INFO - Epoch [69][60/1712] lr: 1.000e-03, eta: 17:32:24, time: 1.167, data_time: 0.008, memory: 5822, loss_cls: 2.9740, loss: 2.9740, grad_norm: 3.5020 2020-10-25 01:09:13,467 - mmaction - INFO - Epoch [69][80/1712] lr: 1.000e-03, eta: 17:32:01, time: 1.153, data_time: 0.003, memory: 5822, loss_cls: 2.9551, loss: 2.9551, grad_norm: 3.4038 2020-10-25 01:09:36,996 - mmaction - INFO - Epoch [69][100/1712] lr: 1.000e-03, eta: 17:31:38, time: 1.172, data_time: 0.001, memory: 5822, loss_cls: 3.0362, loss: 3.0362, grad_norm: 3.5393 2020-10-25 01:10:01,035 - mmaction - INFO - Epoch [69][120/1712] lr: 1.000e-03, eta: 17:31:16, time: 1.205, data_time: 0.006, memory: 5822, loss_cls: 3.0147, loss: 3.0147, grad_norm: 3.5511 2020-10-25 01:10:24,160 - mmaction - INFO - Epoch [69][140/1712] lr: 1.000e-03, eta: 17:30:52, time: 1.144, data_time: 0.003, memory: 5822, loss_cls: 3.0519, loss: 3.0519, grad_norm: 3.5107 2020-10-25 01:10:47,467 - mmaction - INFO - Epoch [69][160/1712] lr: 1.000e-03, eta: 17:30:30, time: 1.175, data_time: 0.014, memory: 5822, loss_cls: 2.9852, loss: 2.9852, grad_norm: 3.5250 2020-10-25 01:11:11,071 - mmaction - INFO - Epoch [69][180/1712] lr: 1.000e-03, eta: 17:30:07, time: 1.184, data_time: 0.007, memory: 5822, loss_cls: 3.0047, loss: 3.0047, grad_norm: 3.4687 2020-10-25 01:11:33,609 - mmaction - INFO - Epoch [69][200/1712] lr: 1.000e-03, eta: 17:29:43, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 2.9724, loss: 2.9724, grad_norm: 3.4942 2020-10-25 01:11:56,353 - mmaction - INFO - Epoch [69][220/1712] lr: 1.000e-03, eta: 17:29:20, time: 1.133, data_time: 0.006, memory: 5822, loss_cls: 3.0293, loss: 3.0293, grad_norm: 3.5202 2020-10-25 01:12:19,458 - mmaction - INFO - Epoch [69][240/1712] lr: 1.000e-03, eta: 17:28:57, time: 1.159, data_time: 0.007, memory: 5822, loss_cls: 3.0078, loss: 3.0078, grad_norm: 3.5310 2020-10-25 01:12:42,650 - mmaction - INFO - Epoch [69][260/1712] lr: 1.000e-03, eta: 17:28:34, time: 1.159, data_time: 0.003, memory: 5822, loss_cls: 3.0630, loss: 3.0630, grad_norm: 3.4609 2020-10-25 01:13:05,326 - mmaction - INFO - Epoch [69][280/1712] lr: 1.000e-03, eta: 17:28:11, time: 1.130, data_time: 0.003, memory: 5822, loss_cls: 3.0157, loss: 3.0157, grad_norm: 3.4988 2020-10-25 01:13:28,200 - mmaction - INFO - Epoch [69][300/1712] lr: 1.000e-03, eta: 17:27:48, time: 1.140, data_time: 0.006, memory: 5822, loss_cls: 3.0219, loss: 3.0219, grad_norm: 3.4727 2020-10-25 01:13:50,933 - mmaction - INFO - Epoch [69][320/1712] lr: 1.000e-03, eta: 17:27:24, time: 1.135, data_time: 0.010, memory: 5822, loss_cls: 3.0118, loss: 3.0118, grad_norm: 3.3817 2020-10-25 01:14:14,176 - mmaction - INFO - Epoch [69][340/1712] lr: 1.000e-03, eta: 17:27:01, time: 1.166, data_time: 0.013, memory: 5822, loss_cls: 3.0538, loss: 3.0538, grad_norm: 3.6001 2020-10-25 01:14:36,402 - mmaction - INFO - Epoch [69][360/1712] lr: 1.000e-03, eta: 17:26:38, time: 1.114, data_time: 0.009, memory: 5822, loss_cls: 2.9897, loss: 2.9897, grad_norm: 3.4834 2020-10-25 01:14:58,736 - mmaction - INFO - Epoch [69][380/1712] lr: 1.000e-03, eta: 17:26:15, time: 1.121, data_time: 0.005, memory: 5822, loss_cls: 3.0302, loss: 3.0302, grad_norm: 3.4315 2020-10-25 01:15:21,756 - mmaction - INFO - Epoch [69][400/1712] lr: 1.000e-03, eta: 17:25:51, time: 1.149, data_time: 0.003, memory: 5822, loss_cls: 2.9772, loss: 2.9772, grad_norm: 3.4617 2020-10-25 01:15:45,153 - mmaction - INFO - Epoch [69][420/1712] lr: 1.000e-03, eta: 17:25:28, time: 1.165, data_time: 0.009, memory: 5822, loss_cls: 2.9757, loss: 2.9757, grad_norm: 3.4002 2020-10-25 01:16:08,437 - mmaction - INFO - Epoch [69][440/1712] lr: 1.000e-03, eta: 17:25:06, time: 1.171, data_time: 0.009, memory: 5822, loss_cls: 2.9882, loss: 2.9882, grad_norm: 3.4470 2020-10-25 01:16:30,839 - mmaction - INFO - Epoch [69][460/1712] lr: 1.000e-03, eta: 17:24:42, time: 1.117, data_time: 0.001, memory: 5822, loss_cls: 3.0390, loss: 3.0390, grad_norm: 3.6261 2020-10-25 01:16:53,864 - mmaction - INFO - Epoch [69][480/1712] lr: 1.000e-03, eta: 17:24:19, time: 1.153, data_time: 0.004, memory: 5822, loss_cls: 2.9194, loss: 2.9194, grad_norm: 3.4162 2020-10-25 01:17:15,985 - mmaction - INFO - Epoch [69][500/1712] lr: 1.000e-03, eta: 17:23:55, time: 1.103, data_time: 0.003, memory: 5822, loss_cls: 2.9865, loss: 2.9865, grad_norm: 3.4834 2020-10-25 01:17:39,278 - mmaction - INFO - Epoch [69][520/1712] lr: 1.000e-03, eta: 17:23:33, time: 1.168, data_time: 0.007, memory: 5822, loss_cls: 3.0711, loss: 3.0711, grad_norm: 3.5280 2020-10-25 01:18:02,336 - mmaction - INFO - Epoch [69][540/1712] lr: 1.000e-03, eta: 17:23:09, time: 1.153, data_time: 0.003, memory: 5822, loss_cls: 3.0313, loss: 3.0313, grad_norm: 3.5437 2020-10-25 01:18:24,761 - mmaction - INFO - Epoch [69][560/1712] lr: 1.000e-03, eta: 17:22:46, time: 1.121, data_time: 0.003, memory: 5822, loss_cls: 3.0112, loss: 3.0112, grad_norm: 3.4715 2020-10-25 01:18:47,495 - mmaction - INFO - Epoch [69][580/1712] lr: 1.000e-03, eta: 17:22:23, time: 1.135, data_time: 0.004, memory: 5822, loss_cls: 2.9997, loss: 2.9997, grad_norm: 3.5353 2020-10-25 01:19:10,534 - mmaction - INFO - Epoch [69][600/1712] lr: 1.000e-03, eta: 17:22:00, time: 1.154, data_time: 0.004, memory: 5822, loss_cls: 3.0103, loss: 3.0103, grad_norm: 3.4974 2020-10-25 01:19:32,981 - mmaction - INFO - Epoch [69][620/1712] lr: 1.000e-03, eta: 17:21:36, time: 1.121, data_time: 0.002, memory: 5822, loss_cls: 3.0002, loss: 3.0002, grad_norm: 3.4876 2020-10-25 01:19:55,756 - mmaction - INFO - Epoch [69][640/1712] lr: 1.000e-03, eta: 17:21:13, time: 1.136, data_time: 0.004, memory: 5822, loss_cls: 3.0143, loss: 3.0143, grad_norm: 3.5635 2020-10-25 01:20:19,037 - mmaction - INFO - Epoch [69][660/1712] lr: 1.000e-03, eta: 17:20:50, time: 1.169, data_time: 0.006, memory: 5822, loss_cls: 2.9649, loss: 2.9649, grad_norm: 3.5351 2020-10-25 01:20:41,479 - mmaction - INFO - Epoch [69][680/1712] lr: 1.000e-03, eta: 17:20:27, time: 1.122, data_time: 0.001, memory: 5822, loss_cls: 3.0374, loss: 3.0374, grad_norm: 3.5423 2020-10-25 01:21:04,533 - mmaction - INFO - Epoch [69][700/1712] lr: 1.000e-03, eta: 17:20:04, time: 1.144, data_time: 0.002, memory: 5822, loss_cls: 2.9832, loss: 2.9832, grad_norm: 3.4744 2020-10-25 01:21:27,303 - mmaction - INFO - Epoch [69][720/1712] lr: 1.000e-03, eta: 17:19:41, time: 1.147, data_time: 0.009, memory: 5822, loss_cls: 3.0314, loss: 3.0314, grad_norm: 3.5098 2020-10-25 01:21:50,624 - mmaction - INFO - Epoch [69][740/1712] lr: 1.000e-03, eta: 17:19:18, time: 1.166, data_time: 0.006, memory: 5822, loss_cls: 2.9547, loss: 2.9547, grad_norm: 3.4352 2020-10-25 01:22:13,628 - mmaction - INFO - Epoch [69][760/1712] lr: 1.000e-03, eta: 17:18:54, time: 1.149, data_time: 0.002, memory: 5822, loss_cls: 2.9936, loss: 2.9936, grad_norm: 3.4836 2020-10-25 01:22:35,645 - mmaction - INFO - Epoch [69][780/1712] lr: 1.000e-03, eta: 17:18:31, time: 1.102, data_time: 0.003, memory: 5822, loss_cls: 2.9841, loss: 2.9841, grad_norm: 3.5149 2020-10-25 01:22:58,510 - mmaction - INFO - Epoch [69][800/1712] lr: 1.000e-03, eta: 17:18:08, time: 1.142, data_time: 0.000, memory: 5822, loss_cls: 3.0184, loss: 3.0184, grad_norm: 3.5847 2020-10-25 01:23:21,403 - mmaction - INFO - Epoch [69][820/1712] lr: 1.000e-03, eta: 17:17:45, time: 1.142, data_time: 0.005, memory: 5822, loss_cls: 2.9678, loss: 2.9678, grad_norm: 3.5120 2020-10-25 01:23:44,154 - mmaction - INFO - Epoch [69][840/1712] lr: 1.000e-03, eta: 17:17:21, time: 1.142, data_time: 0.007, memory: 5822, loss_cls: 2.9671, loss: 2.9671, grad_norm: 3.4380 2020-10-25 01:24:06,315 - mmaction - INFO - Epoch [69][860/1712] lr: 1.000e-03, eta: 17:16:58, time: 1.099, data_time: 0.012, memory: 5822, loss_cls: 3.0160, loss: 3.0160, grad_norm: 3.5163 2020-10-25 01:24:29,691 - mmaction - INFO - Epoch [69][880/1712] lr: 1.000e-03, eta: 17:16:35, time: 1.169, data_time: 0.285, memory: 5822, loss_cls: 3.0601, loss: 3.0601, grad_norm: 3.4863 2020-10-25 01:24:52,764 - mmaction - INFO - Epoch [69][900/1712] lr: 1.000e-03, eta: 17:16:12, time: 1.161, data_time: 0.351, memory: 5822, loss_cls: 3.0331, loss: 3.0331, grad_norm: 3.4854 2020-10-25 01:25:15,535 - mmaction - INFO - Epoch [69][920/1712] lr: 1.000e-03, eta: 17:15:49, time: 1.136, data_time: 0.090, memory: 5822, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.5088 2020-10-25 01:25:38,469 - mmaction - INFO - Epoch [69][940/1712] lr: 1.000e-03, eta: 17:15:25, time: 1.151, data_time: 0.006, memory: 5822, loss_cls: 3.0076, loss: 3.0076, grad_norm: 3.4881 2020-10-25 01:26:00,365 - mmaction - INFO - Epoch [69][960/1712] lr: 1.000e-03, eta: 17:15:02, time: 1.086, data_time: 0.001, memory: 5822, loss_cls: 2.9701, loss: 2.9701, grad_norm: 3.4775 2020-10-25 01:26:23,564 - mmaction - INFO - Epoch [69][980/1712] lr: 1.000e-03, eta: 17:14:39, time: 1.169, data_time: 0.010, memory: 5822, loss_cls: 3.0422, loss: 3.0422, grad_norm: 3.5425 2020-10-25 01:26:46,015 - mmaction - INFO - Epoch [69][1000/1712] lr: 1.000e-03, eta: 17:14:15, time: 1.113, data_time: 0.001, memory: 5822, loss_cls: 3.0268, loss: 3.0268, grad_norm: 3.4394 2020-10-25 01:27:08,858 - mmaction - INFO - Epoch [69][1020/1712] lr: 1.000e-03, eta: 17:13:52, time: 1.152, data_time: 0.012, memory: 5822, loss_cls: 3.0240, loss: 3.0240, grad_norm: 3.5364 2020-10-25 01:27:32,237 - mmaction - INFO - Epoch [69][1040/1712] lr: 1.000e-03, eta: 17:13:29, time: 1.166, data_time: 0.004, memory: 5822, loss_cls: 3.0311, loss: 3.0311, grad_norm: 3.4863 2020-10-25 01:27:55,058 - mmaction - INFO - Epoch [69][1060/1712] lr: 1.000e-03, eta: 17:13:06, time: 1.143, data_time: 0.005, memory: 5822, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.5646 2020-10-25 01:28:17,472 - mmaction - INFO - Epoch [69][1080/1712] lr: 1.000e-03, eta: 17:12:43, time: 1.121, data_time: 0.006, memory: 5822, loss_cls: 2.9851, loss: 2.9851, grad_norm: 3.4766 2020-10-25 01:28:40,734 - mmaction - INFO - Epoch [69][1100/1712] lr: 1.000e-03, eta: 17:12:20, time: 1.163, data_time: 0.002, memory: 5822, loss_cls: 3.0282, loss: 3.0282, grad_norm: 3.5044 2020-10-25 01:29:03,550 - mmaction - INFO - Epoch [69][1120/1712] lr: 1.000e-03, eta: 17:11:57, time: 1.141, data_time: 0.001, memory: 5822, loss_cls: 2.9993, loss: 2.9993, grad_norm: 3.4559 2020-10-25 01:29:25,583 - mmaction - INFO - Epoch [69][1140/1712] lr: 1.000e-03, eta: 17:11:33, time: 1.097, data_time: 0.002, memory: 5822, loss_cls: 3.0484, loss: 3.0484, grad_norm: 3.5327 2020-10-25 01:29:48,667 - mmaction - INFO - Epoch [69][1160/1712] lr: 1.000e-03, eta: 17:11:10, time: 1.157, data_time: 0.007, memory: 5822, loss_cls: 3.0327, loss: 3.0327, grad_norm: 3.4983 2020-10-25 01:30:11,535 - mmaction - INFO - Epoch [69][1180/1712] lr: 1.000e-03, eta: 17:10:47, time: 1.141, data_time: 0.007, memory: 5822, loss_cls: 3.0394, loss: 3.0394, grad_norm: 3.5360 2020-10-25 01:30:34,395 - mmaction - INFO - Epoch [69][1200/1712] lr: 1.000e-03, eta: 17:10:24, time: 1.144, data_time: 0.006, memory: 5822, loss_cls: 3.0684, loss: 3.0684, grad_norm: 3.5104 2020-10-25 01:30:56,679 - mmaction - INFO - Epoch [69][1220/1712] lr: 1.000e-03, eta: 17:10:00, time: 1.116, data_time: 0.010, memory: 5822, loss_cls: 3.0733, loss: 3.0733, grad_norm: 3.5516 2020-10-25 01:31:20,560 - mmaction - INFO - Epoch [69][1240/1712] lr: 1.000e-03, eta: 17:09:37, time: 1.196, data_time: 0.004, memory: 5822, loss_cls: 2.9922, loss: 2.9922, grad_norm: 3.4083 2020-10-25 01:31:43,036 - mmaction - INFO - Epoch [69][1260/1712] lr: 1.000e-03, eta: 17:09:14, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 2.9979, loss: 2.9979, grad_norm: 3.4949 2020-10-25 01:32:05,776 - mmaction - INFO - Epoch [69][1280/1712] lr: 1.000e-03, eta: 17:08:51, time: 1.141, data_time: 0.008, memory: 5822, loss_cls: 3.0031, loss: 3.0031, grad_norm: 3.4771 2020-10-25 01:32:28,611 - mmaction - INFO - Epoch [69][1300/1712] lr: 1.000e-03, eta: 17:08:28, time: 1.136, data_time: 0.004, memory: 5822, loss_cls: 3.0208, loss: 3.0208, grad_norm: 3.5596 2020-10-25 01:32:51,338 - mmaction - INFO - Epoch [69][1320/1712] lr: 1.000e-03, eta: 17:08:04, time: 1.146, data_time: 0.011, memory: 5822, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.5508 2020-10-25 01:33:14,062 - mmaction - INFO - Epoch [69][1340/1712] lr: 1.000e-03, eta: 17:07:41, time: 1.136, data_time: 0.002, memory: 5822, loss_cls: 3.0132, loss: 3.0132, grad_norm: 3.5458 2020-10-25 01:33:36,801 - mmaction - INFO - Epoch [69][1360/1712] lr: 1.000e-03, eta: 17:07:18, time: 1.126, data_time: 0.002, memory: 5822, loss_cls: 3.0167, loss: 3.0167, grad_norm: 3.4943 2020-10-25 01:33:59,623 - mmaction - INFO - Epoch [69][1380/1712] lr: 1.000e-03, eta: 17:06:55, time: 1.153, data_time: 0.015, memory: 5822, loss_cls: 3.0916, loss: 3.0916, grad_norm: 3.5524 2020-10-25 01:34:22,815 - mmaction - INFO - Epoch [69][1400/1712] lr: 1.000e-03, eta: 17:06:32, time: 1.154, data_time: 0.005, memory: 5822, loss_cls: 3.0236, loss: 3.0236, grad_norm: 3.5203 2020-10-25 01:34:45,576 - mmaction - INFO - Epoch [69][1420/1712] lr: 1.000e-03, eta: 17:06:08, time: 1.135, data_time: 0.006, memory: 5822, loss_cls: 3.0415, loss: 3.0415, grad_norm: 3.5230 2020-10-25 01:35:08,396 - mmaction - INFO - Epoch [69][1440/1712] lr: 1.000e-03, eta: 17:05:45, time: 1.145, data_time: 0.009, memory: 5822, loss_cls: 3.0010, loss: 3.0010, grad_norm: 3.5224 2020-10-25 01:35:30,897 - mmaction - INFO - Epoch [69][1460/1712] lr: 1.000e-03, eta: 17:05:22, time: 1.125, data_time: 0.007, memory: 5822, loss_cls: 2.9876, loss: 2.9876, grad_norm: 3.4756 2020-10-25 01:35:53,754 - mmaction - INFO - Epoch [69][1480/1712] lr: 1.000e-03, eta: 17:04:59, time: 1.142, data_time: 0.005, memory: 5822, loss_cls: 3.0577, loss: 3.0577, grad_norm: 3.5634 2020-10-25 01:36:16,670 - mmaction - INFO - Epoch [69][1500/1712] lr: 1.000e-03, eta: 17:04:36, time: 1.147, data_time: 0.008, memory: 5822, loss_cls: 3.0064, loss: 3.0064, grad_norm: 3.5680 2020-10-25 01:36:39,749 - mmaction - INFO - Epoch [69][1520/1712] lr: 1.000e-03, eta: 17:04:13, time: 1.158, data_time: 0.008, memory: 5822, loss_cls: 2.9739, loss: 2.9739, grad_norm: 3.4847 2020-10-25 01:37:02,730 - mmaction - INFO - Epoch [69][1540/1712] lr: 1.000e-03, eta: 17:03:50, time: 1.148, data_time: 0.003, memory: 5822, loss_cls: 2.9760, loss: 2.9760, grad_norm: 3.4620 2020-10-25 01:37:25,158 - mmaction - INFO - Epoch [69][1560/1712] lr: 1.000e-03, eta: 17:03:26, time: 1.115, data_time: 0.004, memory: 5822, loss_cls: 3.0025, loss: 3.0025, grad_norm: 3.4994 2020-10-25 01:37:48,247 - mmaction - INFO - Epoch [69][1580/1712] lr: 1.000e-03, eta: 17:03:03, time: 1.161, data_time: 0.008, memory: 5822, loss_cls: 3.0305, loss: 3.0305, grad_norm: 3.5819 2020-10-25 01:38:10,747 - mmaction - INFO - Epoch [69][1600/1712] lr: 1.000e-03, eta: 17:02:40, time: 1.121, data_time: 0.002, memory: 5822, loss_cls: 3.0404, loss: 3.0404, grad_norm: 3.5930 2020-10-25 01:38:33,963 - mmaction - INFO - Epoch [69][1620/1712] lr: 1.000e-03, eta: 17:02:17, time: 1.156, data_time: 0.008, memory: 5822, loss_cls: 3.0411, loss: 3.0411, grad_norm: 3.4898 2020-10-25 01:38:56,622 - mmaction - INFO - Epoch [69][1640/1712] lr: 1.000e-03, eta: 17:01:53, time: 1.132, data_time: 0.013, memory: 5822, loss_cls: 3.0528, loss: 3.0528, grad_norm: 3.5750 2020-10-25 01:39:18,905 - mmaction - INFO - Epoch [69][1660/1712] lr: 1.000e-03, eta: 17:01:30, time: 1.123, data_time: 0.011, memory: 5822, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.5422 2020-10-25 01:39:41,333 - mmaction - INFO - Epoch [69][1680/1712] lr: 1.000e-03, eta: 17:01:07, time: 1.120, data_time: 0.002, memory: 5822, loss_cls: 2.9969, loss: 2.9969, grad_norm: 3.4929 2020-10-25 01:40:04,620 - mmaction - INFO - Epoch [69][1700/1712] lr: 1.000e-03, eta: 17:00:44, time: 1.162, data_time: 0.002, memory: 5822, loss_cls: 3.0530, loss: 3.0530, grad_norm: 3.5425 2020-10-25 01:41:01,331 - mmaction - INFO - Epoch [70][20/1712] lr: 1.000e-03, eta: 17:00:09, time: 2.108, data_time: 1.567, memory: 5822, loss_cls: 2.9853, loss: 2.9853, grad_norm: 3.4881 2020-10-25 01:41:24,752 - mmaction - INFO - Epoch [70][40/1712] lr: 1.000e-03, eta: 16:59:46, time: 1.167, data_time: 0.558, memory: 5822, loss_cls: 2.9993, loss: 2.9993, grad_norm: 3.4368 2020-10-25 01:41:48,496 - mmaction - INFO - Epoch [70][60/1712] lr: 1.000e-03, eta: 16:59:23, time: 1.188, data_time: 0.597, memory: 5822, loss_cls: 2.9918, loss: 2.9918, grad_norm: 3.5493 2020-10-25 01:42:11,608 - mmaction - INFO - Epoch [70][80/1712] lr: 1.000e-03, eta: 16:59:00, time: 1.159, data_time: 0.524, memory: 5822, loss_cls: 3.0291, loss: 3.0291, grad_norm: 3.4521 2020-10-25 01:42:33,828 - mmaction - INFO - Epoch [70][100/1712] lr: 1.000e-03, eta: 16:58:37, time: 1.101, data_time: 0.487, memory: 5822, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.4795 2020-10-25 01:42:56,394 - mmaction - INFO - Epoch [70][120/1712] lr: 1.000e-03, eta: 16:58:14, time: 1.135, data_time: 0.502, memory: 5822, loss_cls: 3.0127, loss: 3.0127, grad_norm: 3.4941 2020-10-25 01:43:18,641 - mmaction - INFO - Epoch [70][140/1712] lr: 1.000e-03, eta: 16:57:50, time: 1.107, data_time: 0.504, memory: 5822, loss_cls: 3.0026, loss: 3.0026, grad_norm: 3.4983 2020-10-25 01:43:40,964 - mmaction - INFO - Epoch [70][160/1712] lr: 1.000e-03, eta: 16:57:27, time: 1.123, data_time: 0.504, memory: 5822, loss_cls: 2.9867, loss: 2.9867, grad_norm: 3.5763 2020-10-25 01:44:03,765 - mmaction - INFO - Epoch [70][180/1712] lr: 1.000e-03, eta: 16:57:04, time: 1.141, data_time: 0.521, memory: 5822, loss_cls: 2.9908, loss: 2.9908, grad_norm: 3.4695 2020-10-25 01:44:25,726 - mmaction - INFO - Epoch [70][200/1712] lr: 1.000e-03, eta: 16:56:40, time: 1.098, data_time: 0.478, memory: 5822, loss_cls: 3.0274, loss: 3.0274, grad_norm: 3.4463 2020-10-25 01:44:48,214 - mmaction - INFO - Epoch [70][220/1712] lr: 1.000e-03, eta: 16:56:17, time: 1.126, data_time: 0.508, memory: 5822, loss_cls: 2.9662, loss: 2.9662, grad_norm: 3.4920 2020-10-25 01:45:10,199 - mmaction - INFO - Epoch [70][240/1712] lr: 1.000e-03, eta: 16:55:53, time: 1.098, data_time: 0.501, memory: 5822, loss_cls: 3.0301, loss: 3.0301, grad_norm: 3.4862 2020-10-25 01:45:33,172 - mmaction - INFO - Epoch [70][260/1712] lr: 1.000e-03, eta: 16:55:30, time: 1.147, data_time: 0.526, memory: 5822, loss_cls: 2.9734, loss: 2.9734, grad_norm: 3.4216 2020-10-25 01:45:54,486 - mmaction - INFO - Epoch [70][280/1712] lr: 1.000e-03, eta: 16:55:06, time: 1.067, data_time: 0.452, memory: 5822, loss_cls: 3.0194, loss: 3.0194, grad_norm: 3.4326 2020-10-25 01:46:17,150 - mmaction - INFO - Epoch [70][300/1712] lr: 1.000e-03, eta: 16:54:43, time: 1.132, data_time: 0.519, memory: 5822, loss_cls: 3.0117, loss: 3.0117, grad_norm: 3.4782 2020-10-25 01:46:39,921 - mmaction - INFO - Epoch [70][320/1712] lr: 1.000e-03, eta: 16:54:20, time: 1.141, data_time: 0.503, memory: 5822, loss_cls: 3.0169, loss: 3.0169, grad_norm: 3.4487 2020-10-25 01:47:02,093 - mmaction - INFO - Epoch [70][340/1712] lr: 1.000e-03, eta: 16:53:56, time: 1.109, data_time: 0.487, memory: 5822, loss_cls: 3.0356, loss: 3.0356, grad_norm: 3.6260 2020-10-25 01:47:24,861 - mmaction - INFO - Epoch [70][360/1712] lr: 1.000e-03, eta: 16:53:33, time: 1.128, data_time: 0.521, memory: 5822, loss_cls: 2.9873, loss: 2.9873, grad_norm: 3.4968 2020-10-25 01:47:47,503 - mmaction - INFO - Epoch [70][380/1712] lr: 1.000e-03, eta: 16:53:10, time: 1.141, data_time: 0.520, memory: 5822, loss_cls: 3.0019, loss: 3.0019, grad_norm: 3.5082 2020-10-25 01:48:09,889 - mmaction - INFO - Epoch [70][400/1712] lr: 1.000e-03, eta: 16:52:46, time: 1.112, data_time: 0.504, memory: 5822, loss_cls: 2.9862, loss: 2.9862, grad_norm: 3.4247 2020-10-25 01:48:32,373 - mmaction - INFO - Epoch [70][420/1712] lr: 1.000e-03, eta: 16:52:23, time: 1.126, data_time: 0.516, memory: 5822, loss_cls: 2.9773, loss: 2.9773, grad_norm: 3.4790 2020-10-25 01:48:54,520 - mmaction - INFO - Epoch [70][440/1712] lr: 1.000e-03, eta: 16:51:59, time: 1.109, data_time: 0.495, memory: 5822, loss_cls: 3.0397, loss: 3.0397, grad_norm: 3.5282 2020-10-25 01:49:16,685 - mmaction - INFO - Epoch [70][460/1712] lr: 1.000e-03, eta: 16:51:36, time: 1.110, data_time: 0.515, memory: 5822, loss_cls: 3.0315, loss: 3.0315, grad_norm: 3.5095 2020-10-25 01:49:39,411 - mmaction - INFO - Epoch [70][480/1712] lr: 1.000e-03, eta: 16:51:13, time: 1.134, data_time: 0.518, memory: 5822, loss_cls: 3.0275, loss: 3.0275, grad_norm: 3.5561 2020-10-25 01:50:02,139 - mmaction - INFO - Epoch [70][500/1712] lr: 1.000e-03, eta: 16:50:50, time: 1.139, data_time: 0.521, memory: 5822, loss_cls: 3.0845, loss: 3.0845, grad_norm: 3.6428 2020-10-25 01:50:24,803 - mmaction - INFO - Epoch [70][520/1712] lr: 1.000e-03, eta: 16:50:26, time: 1.126, data_time: 0.528, memory: 5822, loss_cls: 2.9579, loss: 2.9579, grad_norm: 3.4548 2020-10-25 01:50:47,760 - mmaction - INFO - Epoch [70][540/1712] lr: 1.000e-03, eta: 16:50:03, time: 1.153, data_time: 0.534, memory: 5822, loss_cls: 3.0089, loss: 3.0089, grad_norm: 3.4920 2020-10-25 01:51:10,758 - mmaction - INFO - Epoch [70][560/1712] lr: 1.000e-03, eta: 16:49:40, time: 1.155, data_time: 0.516, memory: 5822, loss_cls: 3.0168, loss: 3.0168, grad_norm: 3.5199 2020-10-25 01:51:33,371 - mmaction - INFO - Epoch [70][580/1712] lr: 1.000e-03, eta: 16:49:17, time: 1.129, data_time: 0.534, memory: 5822, loss_cls: 2.9469, loss: 2.9469, grad_norm: 3.5618 2020-10-25 01:51:56,168 - mmaction - INFO - Epoch [70][600/1712] lr: 1.000e-03, eta: 16:48:54, time: 1.142, data_time: 0.500, memory: 5822, loss_cls: 3.0038, loss: 3.0038, grad_norm: 3.5900 2020-10-25 01:52:17,507 - mmaction - INFO - Epoch [70][620/1712] lr: 1.000e-03, eta: 16:48:30, time: 1.065, data_time: 0.467, memory: 5822, loss_cls: 3.0157, loss: 3.0157, grad_norm: 3.5757 2020-10-25 01:52:41,719 - mmaction - INFO - Epoch [70][640/1712] lr: 1.000e-03, eta: 16:48:07, time: 1.208, data_time: 0.589, memory: 5822, loss_cls: 3.0668, loss: 3.0668, grad_norm: 3.5237 2020-10-25 01:53:04,588 - mmaction - INFO - Epoch [70][660/1712] lr: 1.000e-03, eta: 16:47:44, time: 1.149, data_time: 0.528, memory: 5822, loss_cls: 2.9888, loss: 2.9888, grad_norm: 3.6022 2020-10-25 01:53:27,246 - mmaction - INFO - Epoch [70][680/1712] lr: 1.000e-03, eta: 16:47:21, time: 1.132, data_time: 0.498, memory: 5822, loss_cls: 2.9680, loss: 2.9680, grad_norm: 3.4672 2020-10-25 01:53:50,152 - mmaction - INFO - Epoch [70][700/1712] lr: 1.000e-03, eta: 16:46:58, time: 1.145, data_time: 0.514, memory: 5822, loss_cls: 2.9772, loss: 2.9772, grad_norm: 3.4994 2020-10-25 01:54:12,559 - mmaction - INFO - Epoch [70][720/1712] lr: 1.000e-03, eta: 16:46:34, time: 1.119, data_time: 0.507, memory: 5822, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.5337 2020-10-25 01:54:35,085 - mmaction - INFO - Epoch [70][740/1712] lr: 1.000e-03, eta: 16:46:11, time: 1.122, data_time: 0.508, memory: 5822, loss_cls: 2.9931, loss: 2.9931, grad_norm: 3.5984 2020-10-25 01:54:58,016 - mmaction - INFO - Epoch [70][760/1712] lr: 1.000e-03, eta: 16:45:48, time: 1.145, data_time: 0.525, memory: 5822, loss_cls: 2.9952, loss: 2.9952, grad_norm: 3.5291 2020-10-25 01:55:20,745 - mmaction - INFO - Epoch [70][780/1712] lr: 1.000e-03, eta: 16:45:25, time: 1.136, data_time: 0.520, memory: 5822, loss_cls: 2.9862, loss: 2.9862, grad_norm: 3.4817 2020-10-25 01:55:43,612 - mmaction - INFO - Epoch [70][800/1712] lr: 1.000e-03, eta: 16:45:01, time: 1.149, data_time: 0.533, memory: 5822, loss_cls: 2.9852, loss: 2.9852, grad_norm: 3.4774 2020-10-25 01:56:06,192 - mmaction - INFO - Epoch [70][820/1712] lr: 1.000e-03, eta: 16:44:38, time: 1.126, data_time: 0.497, memory: 5822, loss_cls: 3.0156, loss: 3.0156, grad_norm: 3.5441 2020-10-25 01:56:29,034 - mmaction - INFO - Epoch [70][840/1712] lr: 1.000e-03, eta: 16:44:15, time: 1.140, data_time: 0.529, memory: 5822, loss_cls: 3.0583, loss: 3.0583, grad_norm: 3.5913 2020-10-25 01:56:51,902 - mmaction - INFO - Epoch [70][860/1712] lr: 1.000e-03, eta: 16:43:52, time: 1.146, data_time: 0.517, memory: 5822, loss_cls: 3.0246, loss: 3.0246, grad_norm: 3.5063 2020-10-25 01:57:14,790 - mmaction - INFO - Epoch [70][880/1712] lr: 1.000e-03, eta: 16:43:29, time: 1.145, data_time: 0.502, memory: 5822, loss_cls: 3.0014, loss: 3.0014, grad_norm: 3.5034 2020-10-25 01:57:37,252 - mmaction - INFO - Epoch [70][900/1712] lr: 1.000e-03, eta: 16:43:05, time: 1.124, data_time: 0.529, memory: 5822, loss_cls: 3.0422, loss: 3.0422, grad_norm: 3.4877 2020-10-25 01:57:59,899 - mmaction - INFO - Epoch [70][920/1712] lr: 1.000e-03, eta: 16:42:42, time: 1.133, data_time: 0.473, memory: 5822, loss_cls: 2.9898, loss: 2.9898, grad_norm: 3.4578 2020-10-25 01:58:22,741 - mmaction - INFO - Epoch [70][940/1712] lr: 1.000e-03, eta: 16:42:19, time: 1.140, data_time: 0.521, memory: 5822, loss_cls: 2.9885, loss: 2.9885, grad_norm: 3.4640 2020-10-25 01:58:45,620 - mmaction - INFO - Epoch [70][960/1712] lr: 1.000e-03, eta: 16:41:56, time: 1.138, data_time: 0.501, memory: 5822, loss_cls: 3.0555, loss: 3.0555, grad_norm: 3.5385 2020-10-25 01:59:07,922 - mmaction - INFO - Epoch [70][980/1712] lr: 1.000e-03, eta: 16:41:32, time: 1.120, data_time: 0.534, memory: 5822, loss_cls: 2.9976, loss: 2.9976, grad_norm: 3.4953 2020-10-25 01:59:30,249 - mmaction - INFO - Epoch [70][1000/1712] lr: 1.000e-03, eta: 16:41:09, time: 1.114, data_time: 0.496, memory: 5822, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.5105 2020-10-25 01:59:52,943 - mmaction - INFO - Epoch [70][1020/1712] lr: 1.000e-03, eta: 16:40:46, time: 1.137, data_time: 0.526, memory: 5822, loss_cls: 3.0329, loss: 3.0329, grad_norm: 3.5462 2020-10-25 02:00:15,354 - mmaction - INFO - Epoch [70][1040/1712] lr: 1.000e-03, eta: 16:40:22, time: 1.125, data_time: 0.510, memory: 5822, loss_cls: 3.0045, loss: 3.0045, grad_norm: 3.5169 2020-10-25 02:00:37,729 - mmaction - INFO - Epoch [70][1060/1712] lr: 1.000e-03, eta: 16:39:59, time: 1.119, data_time: 0.504, memory: 5822, loss_cls: 3.0606, loss: 3.0606, grad_norm: 3.5422 2020-10-25 02:01:00,431 - mmaction - INFO - Epoch [70][1080/1712] lr: 1.000e-03, eta: 16:39:36, time: 1.131, data_time: 0.503, memory: 5822, loss_cls: 3.0241, loss: 3.0241, grad_norm: 3.5702 2020-10-25 02:01:23,321 - mmaction - INFO - Epoch [70][1100/1712] lr: 1.000e-03, eta: 16:39:13, time: 1.147, data_time: 0.521, memory: 5822, loss_cls: 2.9990, loss: 2.9990, grad_norm: 3.5175 2020-10-25 02:01:45,596 - mmaction - INFO - Epoch [70][1120/1712] lr: 1.000e-03, eta: 16:38:49, time: 1.114, data_time: 0.512, memory: 5822, loss_cls: 3.0400, loss: 3.0400, grad_norm: 3.4970 2020-10-25 02:02:08,320 - mmaction - INFO - Epoch [70][1140/1712] lr: 1.000e-03, eta: 16:38:26, time: 1.128, data_time: 0.518, memory: 5822, loss_cls: 3.0320, loss: 3.0320, grad_norm: 3.5039 2020-10-25 02:02:30,398 - mmaction - INFO - Epoch [70][1160/1712] lr: 1.000e-03, eta: 16:38:02, time: 1.101, data_time: 0.494, memory: 5822, loss_cls: 3.0220, loss: 3.0220, grad_norm: 3.5220 2020-10-25 02:02:53,232 - mmaction - INFO - Epoch [70][1180/1712] lr: 1.000e-03, eta: 16:37:39, time: 1.145, data_time: 0.532, memory: 5822, loss_cls: 2.9631, loss: 2.9631, grad_norm: 3.4096 2020-10-25 02:03:15,945 - mmaction - INFO - Epoch [70][1200/1712] lr: 1.000e-03, eta: 16:37:16, time: 1.140, data_time: 0.522, memory: 5822, loss_cls: 3.0381, loss: 3.0381, grad_norm: 3.5603 2020-10-25 02:03:38,400 - mmaction - INFO - Epoch [70][1220/1712] lr: 1.000e-03, eta: 16:36:53, time: 1.126, data_time: 0.514, memory: 5822, loss_cls: 3.0155, loss: 3.0155, grad_norm: 3.4298 2020-10-25 02:04:00,689 - mmaction - INFO - Epoch [70][1240/1712] lr: 1.000e-03, eta: 16:36:29, time: 1.113, data_time: 0.519, memory: 5822, loss_cls: 2.9776, loss: 2.9776, grad_norm: 3.5080 2020-10-25 02:04:23,779 - mmaction - INFO - Epoch [70][1260/1712] lr: 1.000e-03, eta: 16:36:06, time: 1.154, data_time: 0.510, memory: 5822, loss_cls: 3.0219, loss: 3.0219, grad_norm: 3.5044 2020-10-25 02:04:45,969 - mmaction - INFO - Epoch [70][1280/1712] lr: 1.000e-03, eta: 16:35:43, time: 1.098, data_time: 0.514, memory: 5822, loss_cls: 3.0115, loss: 3.0115, grad_norm: 3.5291 2020-10-25 02:05:08,555 - mmaction - INFO - Epoch [70][1300/1712] lr: 1.000e-03, eta: 16:35:19, time: 1.136, data_time: 0.531, memory: 5822, loss_cls: 3.0541, loss: 3.0541, grad_norm: 3.5644 2020-10-25 02:05:31,010 - mmaction - INFO - Epoch [70][1320/1712] lr: 1.000e-03, eta: 16:34:56, time: 1.128, data_time: 0.476, memory: 5822, loss_cls: 2.9872, loss: 2.9872, grad_norm: 3.5238 2020-10-25 02:05:53,822 - mmaction - INFO - Epoch [70][1340/1712] lr: 1.000e-03, eta: 16:34:33, time: 1.143, data_time: 0.501, memory: 5822, loss_cls: 3.0355, loss: 3.0355, grad_norm: 3.4963 2020-10-25 02:06:16,769 - mmaction - INFO - Epoch [70][1360/1712] lr: 1.000e-03, eta: 16:34:10, time: 1.143, data_time: 0.508, memory: 5822, loss_cls: 3.0425, loss: 3.0425, grad_norm: 3.6374 2020-10-25 02:06:39,844 - mmaction - INFO - Epoch [70][1380/1712] lr: 1.000e-03, eta: 16:33:47, time: 1.155, data_time: 0.530, memory: 5822, loss_cls: 2.9913, loss: 2.9913, grad_norm: 3.4632 2020-10-25 02:07:02,816 - mmaction - INFO - Epoch [70][1400/1712] lr: 1.000e-03, eta: 16:33:24, time: 1.150, data_time: 0.524, memory: 5822, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.4606 2020-10-25 02:07:25,160 - mmaction - INFO - Epoch [70][1420/1712] lr: 1.000e-03, eta: 16:33:00, time: 1.106, data_time: 0.477, memory: 5822, loss_cls: 3.0120, loss: 3.0120, grad_norm: 3.4328 2020-10-25 02:07:47,400 - mmaction - INFO - Epoch [70][1440/1712] lr: 1.000e-03, eta: 16:32:37, time: 1.120, data_time: 0.496, memory: 5822, loss_cls: 3.0221, loss: 3.0221, grad_norm: 3.4518 2020-10-25 02:08:09,999 - mmaction - INFO - Epoch [70][1460/1712] lr: 1.000e-03, eta: 16:32:14, time: 1.130, data_time: 0.482, memory: 5822, loss_cls: 3.0033, loss: 3.0033, grad_norm: 3.4867 2020-10-25 02:08:31,846 - mmaction - INFO - Epoch [70][1480/1712] lr: 1.000e-03, eta: 16:31:50, time: 1.092, data_time: 0.482, memory: 5822, loss_cls: 3.0343, loss: 3.0343, grad_norm: 3.5900 2020-10-25 02:08:54,798 - mmaction - INFO - Epoch [70][1500/1712] lr: 1.000e-03, eta: 16:31:27, time: 1.152, data_time: 0.529, memory: 5822, loss_cls: 3.0280, loss: 3.0280, grad_norm: 3.5145 2020-10-25 02:09:16,248 - mmaction - INFO - Epoch [70][1520/1712] lr: 1.000e-03, eta: 16:31:03, time: 1.073, data_time: 0.464, memory: 5822, loss_cls: 3.0132, loss: 3.0132, grad_norm: 3.6043 2020-10-25 02:09:38,333 - mmaction - INFO - Epoch [70][1540/1712] lr: 1.000e-03, eta: 16:30:40, time: 1.101, data_time: 0.476, memory: 5822, loss_cls: 2.9732, loss: 2.9732, grad_norm: 3.4215 2020-10-25 02:10:00,804 - mmaction - INFO - Epoch [70][1560/1712] lr: 1.000e-03, eta: 16:30:16, time: 1.125, data_time: 0.525, memory: 5822, loss_cls: 3.0294, loss: 3.0294, grad_norm: 3.5285 2020-10-25 02:10:23,147 - mmaction - INFO - Epoch [70][1580/1712] lr: 1.000e-03, eta: 16:29:53, time: 1.118, data_time: 0.491, memory: 5822, loss_cls: 3.0131, loss: 3.0131, grad_norm: 3.4844 2020-10-25 02:10:46,411 - mmaction - INFO - Epoch [70][1600/1712] lr: 1.000e-03, eta: 16:29:30, time: 1.164, data_time: 0.525, memory: 5822, loss_cls: 2.9972, loss: 2.9972, grad_norm: 3.4456 2020-10-25 02:11:08,705 - mmaction - INFO - Epoch [70][1620/1712] lr: 1.000e-03, eta: 16:29:06, time: 1.113, data_time: 0.498, memory: 5822, loss_cls: 3.0829, loss: 3.0829, grad_norm: 3.5418 2020-10-25 02:11:31,538 - mmaction - INFO - Epoch [70][1640/1712] lr: 1.000e-03, eta: 16:28:43, time: 1.142, data_time: 0.491, memory: 5822, loss_cls: 2.9892, loss: 2.9892, grad_norm: 3.5160 2020-10-25 02:11:54,118 - mmaction - INFO - Epoch [70][1660/1712] lr: 1.000e-03, eta: 16:28:20, time: 1.130, data_time: 0.516, memory: 5822, loss_cls: 2.9941, loss: 2.9941, grad_norm: 3.5088 2020-10-25 02:12:16,515 - mmaction - INFO - Epoch [70][1680/1712] lr: 1.000e-03, eta: 16:27:57, time: 1.106, data_time: 0.500, memory: 5822, loss_cls: 3.0255, loss: 3.0255, grad_norm: 3.5686 2020-10-25 02:12:38,746 - mmaction - INFO - Epoch [70][1700/1712] lr: 1.000e-03, eta: 16:27:33, time: 1.121, data_time: 0.526, memory: 5822, loss_cls: 2.9847, loss: 2.9847, grad_norm: 3.4586 2020-10-25 02:12:54,261 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-10-25 02:16:09,842 - mmaction - INFO - Epoch [71][20/1712] lr: 1.000e-03, eta: 16:26:54, time: 1.629, data_time: 1.058, memory: 5822, loss_cls: 2.9712, loss: 2.9712, grad_norm: 3.5349 2020-10-25 02:16:32,078 - mmaction - INFO - Epoch [71][40/1712] lr: 1.000e-03, eta: 16:26:31, time: 1.117, data_time: 0.524, memory: 5822, loss_cls: 2.9923, loss: 2.9923, grad_norm: 3.5604 2020-10-25 02:16:54,101 - mmaction - INFO - Epoch [71][60/1712] lr: 1.000e-03, eta: 16:26:08, time: 1.103, data_time: 0.463, memory: 5822, loss_cls: 3.0753, loss: 3.0753, grad_norm: 3.5770 2020-10-25 02:17:16,136 - mmaction - INFO - Epoch [71][80/1712] lr: 1.000e-03, eta: 16:25:44, time: 1.101, data_time: 0.471, memory: 5822, loss_cls: 3.0120, loss: 3.0120, grad_norm: 3.4784 2020-10-25 02:17:38,561 - mmaction - INFO - Epoch [71][100/1712] lr: 1.000e-03, eta: 16:25:21, time: 1.120, data_time: 0.342, memory: 5822, loss_cls: 2.9809, loss: 2.9809, grad_norm: 3.4851 2020-10-25 02:18:01,065 - mmaction - INFO - Epoch [71][120/1712] lr: 1.000e-03, eta: 16:24:57, time: 1.128, data_time: 0.126, memory: 5822, loss_cls: 2.9449, loss: 2.9449, grad_norm: 3.4995 2020-10-25 02:18:24,376 - mmaction - INFO - Epoch [71][140/1712] lr: 1.000e-03, eta: 16:24:34, time: 1.156, data_time: 0.024, memory: 5822, loss_cls: 2.9961, loss: 2.9961, grad_norm: 3.5352 2020-10-25 02:18:47,102 - mmaction - INFO - Epoch [71][160/1712] lr: 1.000e-03, eta: 16:24:11, time: 1.137, data_time: 0.011, memory: 5822, loss_cls: 2.9915, loss: 2.9915, grad_norm: 3.5105 2020-10-25 02:19:09,658 - mmaction - INFO - Epoch [71][180/1712] lr: 1.000e-03, eta: 16:23:48, time: 1.133, data_time: 0.014, memory: 5822, loss_cls: 2.9965, loss: 2.9965, grad_norm: 3.5199 2020-10-25 02:19:31,977 - mmaction - INFO - Epoch [71][200/1712] lr: 1.000e-03, eta: 16:23:25, time: 1.116, data_time: 0.008, memory: 5822, loss_cls: 3.0668, loss: 3.0668, grad_norm: 3.5763 2020-10-25 02:19:54,615 - mmaction - INFO - Epoch [71][220/1712] lr: 1.000e-03, eta: 16:23:01, time: 1.131, data_time: 0.009, memory: 5822, loss_cls: 3.0107, loss: 3.0107, grad_norm: 3.5400 2020-10-25 02:20:17,064 - mmaction - INFO - Epoch [71][240/1712] lr: 1.000e-03, eta: 16:22:38, time: 1.124, data_time: 0.008, memory: 5822, loss_cls: 3.0369, loss: 3.0369, grad_norm: 3.4683 2020-10-25 02:20:39,250 - mmaction - INFO - Epoch [71][260/1712] lr: 1.000e-03, eta: 16:22:15, time: 1.112, data_time: 0.007, memory: 5822, loss_cls: 2.9849, loss: 2.9849, grad_norm: 3.5377 2020-10-25 02:21:01,664 - mmaction - INFO - Epoch [71][280/1712] lr: 1.000e-03, eta: 16:21:51, time: 1.120, data_time: 0.001, memory: 5822, loss_cls: 2.9636, loss: 2.9636, grad_norm: 3.5434 2020-10-25 02:21:24,510 - mmaction - INFO - Epoch [71][300/1712] lr: 1.000e-03, eta: 16:21:28, time: 1.138, data_time: 0.002, memory: 5822, loss_cls: 3.0609, loss: 3.0609, grad_norm: 3.5858 2020-10-25 02:21:46,813 - mmaction - INFO - Epoch [71][320/1712] lr: 1.000e-03, eta: 16:21:05, time: 1.120, data_time: 0.006, memory: 5822, loss_cls: 2.9794, loss: 2.9794, grad_norm: 3.5119 2020-10-25 02:22:09,162 - mmaction - INFO - Epoch [71][340/1712] lr: 1.000e-03, eta: 16:20:41, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 2.9712, loss: 2.9712, grad_norm: 3.5249 2020-10-25 02:22:31,452 - mmaction - INFO - Epoch [71][360/1712] lr: 1.000e-03, eta: 16:20:18, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 3.0227, loss: 3.0227, grad_norm: 3.5162 2020-10-25 02:22:53,556 - mmaction - INFO - Epoch [71][380/1712] lr: 1.000e-03, eta: 16:19:54, time: 1.110, data_time: 0.011, memory: 5822, loss_cls: 3.0134, loss: 3.0134, grad_norm: 3.4790 2020-10-25 02:23:16,884 - mmaction - INFO - Epoch [71][400/1712] lr: 1.000e-03, eta: 16:19:31, time: 1.166, data_time: 0.005, memory: 5822, loss_cls: 3.0017, loss: 3.0017, grad_norm: 3.4797 2020-10-25 02:23:39,003 - mmaction - INFO - Epoch [71][420/1712] lr: 1.000e-03, eta: 16:19:08, time: 1.095, data_time: 0.004, memory: 5822, loss_cls: 3.0222, loss: 3.0222, grad_norm: 3.4912 2020-10-25 02:24:01,342 - mmaction - INFO - Epoch [71][440/1712] lr: 1.000e-03, eta: 16:18:45, time: 1.127, data_time: 0.013, memory: 5822, loss_cls: 3.0214, loss: 3.0214, grad_norm: 3.5609 2020-10-25 02:24:23,948 - mmaction - INFO - Epoch [71][460/1712] lr: 1.000e-03, eta: 16:18:21, time: 1.130, data_time: 0.009, memory: 5822, loss_cls: 2.9826, loss: 2.9826, grad_norm: 3.5117 2020-10-25 02:24:46,932 - mmaction - INFO - Epoch [71][480/1712] lr: 1.000e-03, eta: 16:17:58, time: 1.149, data_time: 0.004, memory: 5822, loss_cls: 3.0519, loss: 3.0519, grad_norm: 3.5466 2020-10-25 02:25:08,894 - mmaction - INFO - Epoch [71][500/1712] lr: 1.000e-03, eta: 16:17:35, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 2.9269, loss: 2.9269, grad_norm: 3.4419 2020-10-25 02:25:31,256 - mmaction - INFO - Epoch [71][520/1712] lr: 1.000e-03, eta: 16:17:11, time: 1.123, data_time: 0.011, memory: 5822, loss_cls: 3.0038, loss: 3.0038, grad_norm: 3.5646 2020-10-25 02:25:54,259 - mmaction - INFO - Epoch [71][540/1712] lr: 1.000e-03, eta: 16:16:48, time: 1.156, data_time: 0.009, memory: 5822, loss_cls: 3.0017, loss: 3.0017, grad_norm: 3.5166 2020-10-25 02:26:16,519 - mmaction - INFO - Epoch [71][560/1712] lr: 1.000e-03, eta: 16:16:25, time: 1.107, data_time: 0.002, memory: 5822, loss_cls: 3.0382, loss: 3.0382, grad_norm: 3.5637 2020-10-25 02:26:38,578 - mmaction - INFO - Epoch [71][580/1712] lr: 1.000e-03, eta: 16:16:01, time: 1.108, data_time: 0.161, memory: 5822, loss_cls: 2.9934, loss: 2.9934, grad_norm: 3.4242 2020-10-25 02:27:01,585 - mmaction - INFO - Epoch [71][600/1712] lr: 1.000e-03, eta: 16:15:38, time: 1.142, data_time: 0.217, memory: 5822, loss_cls: 3.0601, loss: 3.0601, grad_norm: 3.4979 2020-10-25 02:27:24,245 - mmaction - INFO - Epoch [71][620/1712] lr: 1.000e-03, eta: 16:15:15, time: 1.142, data_time: 0.500, memory: 5822, loss_cls: 3.0053, loss: 3.0053, grad_norm: 3.4966 2020-10-25 02:27:47,264 - mmaction - INFO - Epoch [71][640/1712] lr: 1.000e-03, eta: 16:14:52, time: 1.150, data_time: 0.537, memory: 5822, loss_cls: 2.9938, loss: 2.9938, grad_norm: 3.4548 2020-10-25 02:28:09,765 - mmaction - INFO - Epoch [71][660/1712] lr: 1.000e-03, eta: 16:14:29, time: 1.117, data_time: 0.493, memory: 5822, loss_cls: 3.0100, loss: 3.0100, grad_norm: 3.5370 2020-10-25 02:28:32,078 - mmaction - INFO - Epoch [71][680/1712] lr: 1.000e-03, eta: 16:14:05, time: 1.117, data_time: 0.494, memory: 5822, loss_cls: 3.0507, loss: 3.0507, grad_norm: 3.5166 2020-10-25 02:28:54,601 - mmaction - INFO - Epoch [71][700/1712] lr: 1.000e-03, eta: 16:13:42, time: 1.130, data_time: 0.527, memory: 5822, loss_cls: 3.0121, loss: 3.0121, grad_norm: 3.4743 2020-10-25 02:29:17,279 - mmaction - INFO - Epoch [71][720/1712] lr: 1.000e-03, eta: 16:13:19, time: 1.132, data_time: 0.522, memory: 5822, loss_cls: 3.0542, loss: 3.0542, grad_norm: 3.5891 2020-10-25 02:29:40,299 - mmaction - INFO - Epoch [71][740/1712] lr: 1.000e-03, eta: 16:12:56, time: 1.154, data_time: 0.518, memory: 5822, loss_cls: 2.9397, loss: 2.9397, grad_norm: 3.4491 2020-10-25 02:30:02,525 - mmaction - INFO - Epoch [71][760/1712] lr: 1.000e-03, eta: 16:12:32, time: 1.112, data_time: 0.487, memory: 5822, loss_cls: 3.0219, loss: 3.0219, grad_norm: 3.5404 2020-10-25 02:30:25,070 - mmaction - INFO - Epoch [71][780/1712] lr: 1.000e-03, eta: 16:12:09, time: 1.121, data_time: 0.524, memory: 5822, loss_cls: 3.0191, loss: 3.0191, grad_norm: 3.5578 2020-10-25 02:30:47,415 - mmaction - INFO - Epoch [71][800/1712] lr: 1.000e-03, eta: 16:11:46, time: 1.119, data_time: 0.503, memory: 5822, loss_cls: 2.9966, loss: 2.9966, grad_norm: 3.5309 2020-10-25 02:31:09,446 - mmaction - INFO - Epoch [71][820/1712] lr: 1.000e-03, eta: 16:11:22, time: 1.106, data_time: 0.494, memory: 5822, loss_cls: 2.9677, loss: 2.9677, grad_norm: 3.4524 2020-10-25 02:31:31,906 - mmaction - INFO - Epoch [71][840/1712] lr: 1.000e-03, eta: 16:10:59, time: 1.118, data_time: 0.483, memory: 5822, loss_cls: 3.0171, loss: 3.0171, grad_norm: 3.5565 2020-10-25 02:31:54,303 - mmaction - INFO - Epoch [71][860/1712] lr: 1.000e-03, eta: 16:10:35, time: 1.122, data_time: 0.525, memory: 5822, loss_cls: 2.9470, loss: 2.9470, grad_norm: 3.4642 2020-10-25 02:32:17,091 - mmaction - INFO - Epoch [71][880/1712] lr: 1.000e-03, eta: 16:10:12, time: 1.138, data_time: 0.521, memory: 5822, loss_cls: 3.0113, loss: 3.0113, grad_norm: 3.4750 2020-10-25 02:32:39,612 - mmaction - INFO - Epoch [71][900/1712] lr: 1.000e-03, eta: 16:09:49, time: 1.125, data_time: 0.511, memory: 5822, loss_cls: 3.0558, loss: 3.0558, grad_norm: 3.5744 2020-10-25 02:33:02,096 - mmaction - INFO - Epoch [71][920/1712] lr: 1.000e-03, eta: 16:09:26, time: 1.125, data_time: 0.502, memory: 5822, loss_cls: 3.0161, loss: 3.0161, grad_norm: 3.6087 2020-10-25 02:33:24,705 - mmaction - INFO - Epoch [71][940/1712] lr: 1.000e-03, eta: 16:09:02, time: 1.137, data_time: 0.498, memory: 5822, loss_cls: 3.0145, loss: 3.0145, grad_norm: 3.6741 2020-10-25 02:33:47,548 - mmaction - INFO - Epoch [71][960/1712] lr: 1.000e-03, eta: 16:08:39, time: 1.141, data_time: 0.518, memory: 5822, loss_cls: 2.9548, loss: 2.9548, grad_norm: 3.4262 2020-10-25 02:34:10,192 - mmaction - INFO - Epoch [71][980/1712] lr: 1.000e-03, eta: 16:08:16, time: 1.130, data_time: 0.537, memory: 5822, loss_cls: 2.9548, loss: 2.9548, grad_norm: 3.4223 2020-10-25 02:34:32,752 - mmaction - INFO - Epoch [71][1000/1712] lr: 1.000e-03, eta: 16:07:53, time: 1.120, data_time: 0.509, memory: 5822, loss_cls: 3.0256, loss: 3.0256, grad_norm: 3.4689 2020-10-25 02:34:55,234 - mmaction - INFO - Epoch [71][1020/1712] lr: 1.000e-03, eta: 16:07:29, time: 1.135, data_time: 0.517, memory: 5822, loss_cls: 3.1019, loss: 3.1019, grad_norm: 3.6949 2020-10-25 02:35:17,339 - mmaction - INFO - Epoch [71][1040/1712] lr: 1.000e-03, eta: 16:07:06, time: 1.103, data_time: 0.485, memory: 5822, loss_cls: 3.0041, loss: 3.0041, grad_norm: 3.5691 2020-10-25 02:35:40,316 - mmaction - INFO - Epoch [71][1060/1712] lr: 1.000e-03, eta: 16:06:43, time: 1.150, data_time: 0.516, memory: 5822, loss_cls: 3.0681, loss: 3.0681, grad_norm: 3.5396 2020-10-25 02:36:02,570 - mmaction - INFO - Epoch [71][1080/1712] lr: 1.000e-03, eta: 16:06:19, time: 1.103, data_time: 0.497, memory: 5822, loss_cls: 2.9946, loss: 2.9946, grad_norm: 3.4983 2020-10-25 02:36:25,187 - mmaction - INFO - Epoch [71][1100/1712] lr: 1.000e-03, eta: 16:05:56, time: 1.142, data_time: 0.511, memory: 5822, loss_cls: 2.9786, loss: 2.9786, grad_norm: 3.5488 2020-10-25 02:36:47,213 - mmaction - INFO - Epoch [71][1120/1712] lr: 1.000e-03, eta: 16:05:33, time: 1.102, data_time: 0.485, memory: 5822, loss_cls: 3.0074, loss: 3.0074, grad_norm: 3.6159 2020-10-25 02:37:09,422 - mmaction - INFO - Epoch [71][1140/1712] lr: 1.000e-03, eta: 16:05:09, time: 1.108, data_time: 0.518, memory: 5822, loss_cls: 3.0252, loss: 3.0252, grad_norm: 3.5435 2020-10-25 02:37:31,959 - mmaction - INFO - Epoch [71][1160/1712] lr: 1.000e-03, eta: 16:04:46, time: 1.129, data_time: 0.501, memory: 5822, loss_cls: 3.0153, loss: 3.0153, grad_norm: 3.6107 2020-10-25 02:37:54,508 - mmaction - INFO - Epoch [71][1180/1712] lr: 1.000e-03, eta: 16:04:23, time: 1.121, data_time: 0.516, memory: 5822, loss_cls: 2.9991, loss: 2.9991, grad_norm: 3.6093 2020-10-25 02:38:15,951 - mmaction - INFO - Epoch [71][1200/1712] lr: 1.000e-03, eta: 16:03:59, time: 1.074, data_time: 0.454, memory: 5822, loss_cls: 2.9601, loss: 2.9601, grad_norm: 3.4043 2020-10-25 02:38:38,627 - mmaction - INFO - Epoch [71][1220/1712] lr: 1.000e-03, eta: 16:03:36, time: 1.135, data_time: 0.492, memory: 5822, loss_cls: 2.9577, loss: 2.9577, grad_norm: 3.4746 2020-10-25 02:39:00,978 - mmaction - INFO - Epoch [71][1240/1712] lr: 1.000e-03, eta: 16:03:12, time: 1.122, data_time: 0.509, memory: 5822, loss_cls: 2.9747, loss: 2.9747, grad_norm: 3.4765 2020-10-25 02:39:23,786 - mmaction - INFO - Epoch [71][1260/1712] lr: 1.000e-03, eta: 16:02:49, time: 1.129, data_time: 0.505, memory: 5822, loss_cls: 3.0032, loss: 3.0032, grad_norm: 3.5326 2020-10-25 02:39:46,313 - mmaction - INFO - Epoch [71][1280/1712] lr: 1.000e-03, eta: 16:02:26, time: 1.138, data_time: 0.528, memory: 5822, loss_cls: 3.0285, loss: 3.0285, grad_norm: 3.5823 2020-10-25 02:40:08,032 - mmaction - INFO - Epoch [71][1300/1712] lr: 1.000e-03, eta: 16:02:02, time: 1.076, data_time: 0.439, memory: 5822, loss_cls: 2.9642, loss: 2.9642, grad_norm: 3.4904 2020-10-25 02:40:30,616 - mmaction - INFO - Epoch [71][1320/1712] lr: 1.000e-03, eta: 16:01:39, time: 1.133, data_time: 0.469, memory: 5822, loss_cls: 3.0555, loss: 3.0555, grad_norm: 3.5202 2020-10-25 02:40:53,273 - mmaction - INFO - Epoch [71][1340/1712] lr: 1.000e-03, eta: 16:01:16, time: 1.138, data_time: 0.502, memory: 5822, loss_cls: 3.0215, loss: 3.0215, grad_norm: 3.5047 2020-10-25 02:41:15,448 - mmaction - INFO - Epoch [71][1360/1712] lr: 1.000e-03, eta: 16:00:52, time: 1.106, data_time: 0.484, memory: 5822, loss_cls: 3.0610, loss: 3.0610, grad_norm: 3.5751 2020-10-25 02:41:37,727 - mmaction - INFO - Epoch [71][1380/1712] lr: 1.000e-03, eta: 16:00:29, time: 1.107, data_time: 0.504, memory: 5822, loss_cls: 3.0086, loss: 3.0086, grad_norm: 3.5050 2020-10-25 02:42:00,276 - mmaction - INFO - Epoch [71][1400/1712] lr: 1.000e-03, eta: 16:00:06, time: 1.137, data_time: 0.496, memory: 5822, loss_cls: 2.9640, loss: 2.9640, grad_norm: 3.5080 2020-10-25 02:42:22,868 - mmaction - INFO - Epoch [71][1420/1712] lr: 1.000e-03, eta: 15:59:43, time: 1.129, data_time: 0.503, memory: 5822, loss_cls: 3.0582, loss: 3.0582, grad_norm: 3.6223 2020-10-25 02:42:45,719 - mmaction - INFO - Epoch [71][1440/1712] lr: 1.000e-03, eta: 15:59:19, time: 1.141, data_time: 0.503, memory: 5822, loss_cls: 3.0104, loss: 3.0104, grad_norm: 3.5008 2020-10-25 02:43:07,959 - mmaction - INFO - Epoch [71][1460/1712] lr: 1.000e-03, eta: 15:58:56, time: 1.113, data_time: 0.492, memory: 5822, loss_cls: 2.9163, loss: 2.9163, grad_norm: 3.3416 2020-10-25 02:43:30,304 - mmaction - INFO - Epoch [71][1480/1712] lr: 1.000e-03, eta: 15:58:33, time: 1.108, data_time: 0.493, memory: 5822, loss_cls: 3.0309, loss: 3.0309, grad_norm: 3.5127 2020-10-25 02:43:53,291 - mmaction - INFO - Epoch [71][1500/1712] lr: 1.000e-03, eta: 15:58:10, time: 1.154, data_time: 0.533, memory: 5822, loss_cls: 3.0264, loss: 3.0264, grad_norm: 3.5123 2020-10-25 02:44:15,820 - mmaction - INFO - Epoch [71][1520/1712] lr: 1.000e-03, eta: 15:57:46, time: 1.129, data_time: 0.499, memory: 5822, loss_cls: 2.9825, loss: 2.9825, grad_norm: 3.4852 2020-10-25 02:44:38,270 - mmaction - INFO - Epoch [71][1540/1712] lr: 1.000e-03, eta: 15:57:23, time: 1.126, data_time: 0.503, memory: 5822, loss_cls: 3.0158, loss: 3.0158, grad_norm: 3.4792 2020-10-25 02:44:59,908 - mmaction - INFO - Epoch [71][1560/1712] lr: 1.000e-03, eta: 15:56:59, time: 1.071, data_time: 0.483, memory: 5822, loss_cls: 3.0059, loss: 3.0059, grad_norm: 3.5440 2020-10-25 02:45:22,544 - mmaction - INFO - Epoch [71][1580/1712] lr: 1.000e-03, eta: 15:56:36, time: 1.140, data_time: 0.509, memory: 5822, loss_cls: 2.9849, loss: 2.9849, grad_norm: 3.4705 2020-10-25 02:45:44,652 - mmaction - INFO - Epoch [71][1600/1712] lr: 1.000e-03, eta: 15:56:13, time: 1.100, data_time: 0.493, memory: 5822, loss_cls: 2.9830, loss: 2.9830, grad_norm: 3.5458 2020-10-25 02:46:06,992 - mmaction - INFO - Epoch [71][1620/1712] lr: 1.000e-03, eta: 15:55:49, time: 1.125, data_time: 0.498, memory: 5822, loss_cls: 3.0634, loss: 3.0634, grad_norm: 3.5863 2020-10-25 02:46:29,356 - mmaction - INFO - Epoch [71][1640/1712] lr: 1.000e-03, eta: 15:55:26, time: 1.118, data_time: 0.495, memory: 5822, loss_cls: 3.0113, loss: 3.0113, grad_norm: 3.5245 2020-10-25 02:46:51,160 - mmaction - INFO - Epoch [71][1660/1712] lr: 1.000e-03, eta: 15:55:02, time: 1.089, data_time: 0.492, memory: 5822, loss_cls: 3.0101, loss: 3.0101, grad_norm: 3.5538 2020-10-25 02:47:14,157 - mmaction - INFO - Epoch [71][1680/1712] lr: 1.000e-03, eta: 15:54:39, time: 1.141, data_time: 0.527, memory: 5822, loss_cls: 3.0516, loss: 3.0516, grad_norm: 3.5564 2020-10-25 02:47:36,678 - mmaction - INFO - Epoch [71][1700/1712] lr: 1.000e-03, eta: 15:54:16, time: 1.134, data_time: 0.512, memory: 5822, loss_cls: 2.9840, loss: 2.9840, grad_norm: 3.5666 2020-10-25 02:48:27,448 - mmaction - INFO - Epoch [72][20/1712] lr: 1.000e-03, eta: 15:53:39, time: 1.867, data_time: 1.316, memory: 5822, loss_cls: 2.9975, loss: 2.9975, grad_norm: 3.5186 2020-10-25 02:48:51,026 - mmaction - INFO - Epoch [72][40/1712] lr: 1.000e-03, eta: 15:53:16, time: 1.179, data_time: 0.584, memory: 5822, loss_cls: 3.0030, loss: 3.0030, grad_norm: 3.5109 2020-10-25 02:49:14,116 - mmaction - INFO - Epoch [72][60/1712] lr: 1.000e-03, eta: 15:52:53, time: 1.153, data_time: 0.487, memory: 5822, loss_cls: 3.0013, loss: 3.0013, grad_norm: 3.5567 2020-10-25 02:49:36,577 - mmaction - INFO - Epoch [72][80/1712] lr: 1.000e-03, eta: 15:52:30, time: 1.121, data_time: 0.499, memory: 5822, loss_cls: 3.0499, loss: 3.0499, grad_norm: 3.4797 2020-10-25 02:49:59,140 - mmaction - INFO - Epoch [72][100/1712] lr: 1.000e-03, eta: 15:52:07, time: 1.130, data_time: 0.532, memory: 5822, loss_cls: 3.0469, loss: 3.0469, grad_norm: 3.4895 2020-10-25 02:50:21,247 - mmaction - INFO - Epoch [72][120/1712] lr: 1.000e-03, eta: 15:51:43, time: 1.098, data_time: 0.482, memory: 5822, loss_cls: 3.0086, loss: 3.0086, grad_norm: 3.5145 2020-10-25 02:50:43,313 - mmaction - INFO - Epoch [72][140/1712] lr: 1.000e-03, eta: 15:51:20, time: 1.113, data_time: 0.511, memory: 5822, loss_cls: 2.9899, loss: 2.9899, grad_norm: 3.4484 2020-10-25 02:51:05,947 - mmaction - INFO - Epoch [72][160/1712] lr: 1.000e-03, eta: 15:50:57, time: 1.132, data_time: 0.522, memory: 5822, loss_cls: 3.0002, loss: 3.0002, grad_norm: 3.6149 2020-10-25 02:51:27,883 - mmaction - INFO - Epoch [72][180/1712] lr: 1.000e-03, eta: 15:50:33, time: 1.092, data_time: 0.484, memory: 5822, loss_cls: 3.0106, loss: 3.0106, grad_norm: 3.4636 2020-10-25 02:51:50,748 - mmaction - INFO - Epoch [72][200/1712] lr: 1.000e-03, eta: 15:50:10, time: 1.138, data_time: 0.532, memory: 5822, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.6043 2020-10-25 02:52:13,101 - mmaction - INFO - Epoch [72][220/1712] lr: 1.000e-03, eta: 15:49:47, time: 1.124, data_time: 0.488, memory: 5822, loss_cls: 2.9719, loss: 2.9719, grad_norm: 3.4765 2020-10-25 02:52:35,176 - mmaction - INFO - Epoch [72][240/1712] lr: 1.000e-03, eta: 15:49:23, time: 1.105, data_time: 0.477, memory: 5822, loss_cls: 2.9236, loss: 2.9236, grad_norm: 3.4216 2020-10-25 02:52:57,042 - mmaction - INFO - Epoch [72][260/1712] lr: 1.000e-03, eta: 15:49:00, time: 1.096, data_time: 0.495, memory: 5822, loss_cls: 3.0422, loss: 3.0422, grad_norm: 3.5272 2020-10-25 02:53:19,978 - mmaction - INFO - Epoch [72][280/1712] lr: 1.000e-03, eta: 15:48:37, time: 1.144, data_time: 0.519, memory: 5822, loss_cls: 3.0571, loss: 3.0571, grad_norm: 3.5731 2020-10-25 02:53:42,296 - mmaction - INFO - Epoch [72][300/1712] lr: 1.000e-03, eta: 15:48:13, time: 1.118, data_time: 0.504, memory: 5822, loss_cls: 3.0196, loss: 3.0196, grad_norm: 3.5172 2020-10-25 02:54:04,820 - mmaction - INFO - Epoch [72][320/1712] lr: 1.000e-03, eta: 15:47:50, time: 1.123, data_time: 0.497, memory: 5822, loss_cls: 3.0827, loss: 3.0827, grad_norm: 3.5301 2020-10-25 02:54:26,985 - mmaction - INFO - Epoch [72][340/1712] lr: 1.000e-03, eta: 15:47:26, time: 1.106, data_time: 0.533, memory: 5822, loss_cls: 3.0145, loss: 3.0145, grad_norm: 3.5351 2020-10-25 02:54:49,246 - mmaction - INFO - Epoch [72][360/1712] lr: 1.000e-03, eta: 15:47:03, time: 1.118, data_time: 0.504, memory: 5822, loss_cls: 3.0397, loss: 3.0397, grad_norm: 3.5557 2020-10-25 02:55:11,482 - mmaction - INFO - Epoch [72][380/1712] lr: 1.000e-03, eta: 15:46:40, time: 1.099, data_time: 0.525, memory: 5822, loss_cls: 3.0115, loss: 3.0115, grad_norm: 3.4296 2020-10-25 02:55:33,868 - mmaction - INFO - Epoch [72][400/1712] lr: 1.000e-03, eta: 15:46:16, time: 1.132, data_time: 0.496, memory: 5822, loss_cls: 3.0396, loss: 3.0396, grad_norm: 3.5936 2020-10-25 02:55:56,008 - mmaction - INFO - Epoch [72][420/1712] lr: 1.000e-03, eta: 15:45:53, time: 1.103, data_time: 0.469, memory: 5822, loss_cls: 2.9550, loss: 2.9550, grad_norm: 3.5436 2020-10-25 02:56:18,597 - mmaction - INFO - Epoch [72][440/1712] lr: 1.000e-03, eta: 15:45:30, time: 1.135, data_time: 0.526, memory: 5822, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.5542 2020-10-25 02:56:40,102 - mmaction - INFO - Epoch [72][460/1712] lr: 1.000e-03, eta: 15:45:06, time: 1.069, data_time: 0.465, memory: 5822, loss_cls: 3.0371, loss: 3.0371, grad_norm: 3.5528 2020-10-25 02:57:01,828 - mmaction - INFO - Epoch [72][480/1712] lr: 1.000e-03, eta: 15:44:42, time: 1.092, data_time: 0.500, memory: 5822, loss_cls: 3.0001, loss: 3.0001, grad_norm: 3.5119 2020-10-25 02:57:24,650 - mmaction - INFO - Epoch [72][500/1712] lr: 1.000e-03, eta: 15:44:19, time: 1.140, data_time: 0.495, memory: 5822, loss_cls: 3.0046, loss: 3.0046, grad_norm: 3.5151 2020-10-25 02:57:47,403 - mmaction - INFO - Epoch [72][520/1712] lr: 1.000e-03, eta: 15:43:56, time: 1.129, data_time: 0.509, memory: 5822, loss_cls: 2.9354, loss: 2.9354, grad_norm: 3.4805 2020-10-25 02:58:10,099 - mmaction - INFO - Epoch [72][540/1712] lr: 1.000e-03, eta: 15:43:33, time: 1.143, data_time: 0.518, memory: 5822, loss_cls: 2.9902, loss: 2.9902, grad_norm: 3.5145 2020-10-25 02:58:32,522 - mmaction - INFO - Epoch [72][560/1712] lr: 1.000e-03, eta: 15:43:10, time: 1.122, data_time: 0.493, memory: 5822, loss_cls: 3.0081, loss: 3.0081, grad_norm: 3.5116 2020-10-25 02:58:54,987 - mmaction - INFO - Epoch [72][580/1712] lr: 1.000e-03, eta: 15:42:46, time: 1.117, data_time: 0.498, memory: 5822, loss_cls: 3.0421, loss: 3.0421, grad_norm: 3.5594 2020-10-25 02:59:17,659 - mmaction - INFO - Epoch [72][600/1712] lr: 1.000e-03, eta: 15:42:23, time: 1.136, data_time: 0.512, memory: 5822, loss_cls: 3.0890, loss: 3.0890, grad_norm: 3.5517 2020-10-25 02:59:40,175 - mmaction - INFO - Epoch [72][620/1712] lr: 1.000e-03, eta: 15:42:00, time: 1.122, data_time: 0.524, memory: 5822, loss_cls: 2.9956, loss: 2.9956, grad_norm: 3.5153 2020-10-25 03:00:02,158 - mmaction - INFO - Epoch [72][640/1712] lr: 1.000e-03, eta: 15:41:36, time: 1.105, data_time: 0.480, memory: 5822, loss_cls: 2.9806, loss: 2.9806, grad_norm: 3.5998 2020-10-25 03:00:25,622 - mmaction - INFO - Epoch [72][660/1712] lr: 1.000e-03, eta: 15:41:13, time: 1.171, data_time: 0.499, memory: 5822, loss_cls: 3.0085, loss: 3.0085, grad_norm: 3.5165 2020-10-25 03:00:47,317 - mmaction - INFO - Epoch [72][680/1712] lr: 1.000e-03, eta: 15:40:50, time: 1.084, data_time: 0.501, memory: 5822, loss_cls: 2.9939, loss: 2.9939, grad_norm: 3.4635 2020-10-25 03:01:09,785 - mmaction - INFO - Epoch [72][700/1712] lr: 1.000e-03, eta: 15:40:27, time: 1.123, data_time: 0.520, memory: 5822, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.4822 2020-10-25 03:01:32,747 - mmaction - INFO - Epoch [72][720/1712] lr: 1.000e-03, eta: 15:40:03, time: 1.149, data_time: 0.499, memory: 5822, loss_cls: 2.9975, loss: 2.9975, grad_norm: 3.5571 2020-10-25 03:01:55,798 - mmaction - INFO - Epoch [72][740/1712] lr: 1.000e-03, eta: 15:39:40, time: 1.147, data_time: 0.516, memory: 5822, loss_cls: 3.0121, loss: 3.0121, grad_norm: 3.5858 2020-10-25 03:02:17,869 - mmaction - INFO - Epoch [72][760/1712] lr: 1.000e-03, eta: 15:39:17, time: 1.112, data_time: 0.505, memory: 5822, loss_cls: 3.0022, loss: 3.0022, grad_norm: 3.5882 2020-10-25 03:02:40,257 - mmaction - INFO - Epoch [72][780/1712] lr: 1.000e-03, eta: 15:38:54, time: 1.118, data_time: 0.496, memory: 5822, loss_cls: 3.0022, loss: 3.0022, grad_norm: 3.4812 2020-10-25 03:03:03,296 - mmaction - INFO - Epoch [72][800/1712] lr: 1.000e-03, eta: 15:38:31, time: 1.154, data_time: 0.531, memory: 5822, loss_cls: 3.0408, loss: 3.0408, grad_norm: 3.5447 2020-10-25 03:03:25,369 - mmaction - INFO - Epoch [72][820/1712] lr: 1.000e-03, eta: 15:38:07, time: 1.104, data_time: 0.482, memory: 5822, loss_cls: 2.9821, loss: 2.9821, grad_norm: 3.5885 2020-10-25 03:03:47,704 - mmaction - INFO - Epoch [72][840/1712] lr: 1.000e-03, eta: 15:37:44, time: 1.117, data_time: 0.504, memory: 5822, loss_cls: 3.0082, loss: 3.0082, grad_norm: 3.5727 2020-10-25 03:04:10,753 - mmaction - INFO - Epoch [72][860/1712] lr: 1.000e-03, eta: 15:37:21, time: 1.140, data_time: 0.474, memory: 5822, loss_cls: 3.0254, loss: 3.0254, grad_norm: 3.5706 2020-10-25 03:04:32,651 - mmaction - INFO - Epoch [72][880/1712] lr: 1.000e-03, eta: 15:36:57, time: 1.105, data_time: 0.508, memory: 5822, loss_cls: 3.0277, loss: 3.0277, grad_norm: 3.5801 2020-10-25 03:04:55,699 - mmaction - INFO - Epoch [72][900/1712] lr: 1.000e-03, eta: 15:36:34, time: 1.155, data_time: 0.532, memory: 5822, loss_cls: 2.9902, loss: 2.9902, grad_norm: 3.5643 2020-10-25 03:05:17,604 - mmaction - INFO - Epoch [72][920/1712] lr: 1.000e-03, eta: 15:36:11, time: 1.093, data_time: 0.482, memory: 5822, loss_cls: 3.0108, loss: 3.0108, grad_norm: 3.5751 2020-10-25 03:05:39,736 - mmaction - INFO - Epoch [72][940/1712] lr: 1.000e-03, eta: 15:35:47, time: 1.108, data_time: 0.465, memory: 5822, loss_cls: 2.9702, loss: 2.9702, grad_norm: 3.4590 2020-10-25 03:06:02,257 - mmaction - INFO - Epoch [72][960/1712] lr: 1.000e-03, eta: 15:35:24, time: 1.121, data_time: 0.512, memory: 5822, loss_cls: 3.0037, loss: 3.0037, grad_norm: 3.5342 2020-10-25 03:06:24,533 - mmaction - INFO - Epoch [72][980/1712] lr: 1.000e-03, eta: 15:35:01, time: 1.119, data_time: 0.534, memory: 5822, loss_cls: 3.0381, loss: 3.0381, grad_norm: 3.6048 2020-10-25 03:06:47,181 - mmaction - INFO - Epoch [72][1000/1712] lr: 1.000e-03, eta: 15:34:37, time: 1.134, data_time: 0.503, memory: 5822, loss_cls: 3.0247, loss: 3.0247, grad_norm: 3.4805 2020-10-25 03:07:09,011 - mmaction - INFO - Epoch [72][1020/1712] lr: 1.000e-03, eta: 15:34:14, time: 1.092, data_time: 0.479, memory: 5822, loss_cls: 2.9729, loss: 2.9729, grad_norm: 3.4613 2020-10-25 03:07:31,311 - mmaction - INFO - Epoch [72][1040/1712] lr: 1.000e-03, eta: 15:33:50, time: 1.106, data_time: 0.504, memory: 5822, loss_cls: 2.9773, loss: 2.9773, grad_norm: 3.5728 2020-10-25 03:07:53,783 - mmaction - INFO - Epoch [72][1060/1712] lr: 1.000e-03, eta: 15:33:27, time: 1.132, data_time: 0.486, memory: 5822, loss_cls: 2.9753, loss: 2.9753, grad_norm: 3.5515 2020-10-25 03:08:16,333 - mmaction - INFO - Epoch [72][1080/1712] lr: 1.000e-03, eta: 15:33:04, time: 1.120, data_time: 0.499, memory: 5822, loss_cls: 2.9672, loss: 2.9672, grad_norm: 3.4532 2020-10-25 03:08:39,276 - mmaction - INFO - Epoch [72][1100/1712] lr: 1.000e-03, eta: 15:32:41, time: 1.154, data_time: 0.528, memory: 5822, loss_cls: 3.0064, loss: 3.0064, grad_norm: 3.5230 2020-10-25 03:09:02,052 - mmaction - INFO - Epoch [72][1120/1712] lr: 1.000e-03, eta: 15:32:18, time: 1.138, data_time: 0.495, memory: 5822, loss_cls: 3.0155, loss: 3.0155, grad_norm: 3.6190 2020-10-25 03:09:24,154 - mmaction - INFO - Epoch [72][1140/1712] lr: 1.000e-03, eta: 15:31:54, time: 1.096, data_time: 0.477, memory: 5822, loss_cls: 3.0245, loss: 3.0245, grad_norm: 3.5581 2020-10-25 03:09:46,448 - mmaction - INFO - Epoch [72][1160/1712] lr: 1.000e-03, eta: 15:31:31, time: 1.124, data_time: 0.505, memory: 5822, loss_cls: 3.0412, loss: 3.0412, grad_norm: 3.5954 2020-10-25 03:10:08,541 - mmaction - INFO - Epoch [72][1180/1712] lr: 1.000e-03, eta: 15:31:07, time: 1.101, data_time: 0.476, memory: 5822, loss_cls: 3.0339, loss: 3.0339, grad_norm: 3.4955 2020-10-25 03:10:30,574 - mmaction - INFO - Epoch [72][1200/1712] lr: 1.000e-03, eta: 15:30:44, time: 1.102, data_time: 0.494, memory: 5822, loss_cls: 2.9444, loss: 2.9444, grad_norm: 3.4752 2020-10-25 03:10:52,440 - mmaction - INFO - Epoch [72][1220/1712] lr: 1.000e-03, eta: 15:30:20, time: 1.096, data_time: 0.465, memory: 5822, loss_cls: 3.0063, loss: 3.0063, grad_norm: 3.5661 2020-10-25 03:11:15,243 - mmaction - INFO - Epoch [72][1240/1712] lr: 1.000e-03, eta: 15:29:57, time: 1.135, data_time: 0.483, memory: 5822, loss_cls: 2.9321, loss: 2.9321, grad_norm: 3.5040 2020-10-25 03:11:36,924 - mmaction - INFO - Epoch [72][1260/1712] lr: 1.000e-03, eta: 15:29:34, time: 1.086, data_time: 0.459, memory: 5822, loss_cls: 3.0292, loss: 3.0292, grad_norm: 3.6235 2020-10-25 03:12:00,350 - mmaction - INFO - Epoch [72][1280/1712] lr: 1.000e-03, eta: 15:29:11, time: 1.176, data_time: 0.523, memory: 5822, loss_cls: 3.0048, loss: 3.0048, grad_norm: 3.5978 2020-10-25 03:12:22,614 - mmaction - INFO - Epoch [72][1300/1712] lr: 1.000e-03, eta: 15:28:47, time: 1.109, data_time: 0.533, memory: 5822, loss_cls: 3.0071, loss: 3.0071, grad_norm: 3.5804 2020-10-25 03:12:46,266 - mmaction - INFO - Epoch [72][1320/1712] lr: 1.000e-03, eta: 15:28:25, time: 1.186, data_time: 0.553, memory: 5822, loss_cls: 2.9516, loss: 2.9516, grad_norm: 3.5879 2020-10-25 03:13:08,999 - mmaction - INFO - Epoch [72][1340/1712] lr: 1.000e-03, eta: 15:28:01, time: 1.137, data_time: 0.503, memory: 5822, loss_cls: 2.9817, loss: 2.9817, grad_norm: 3.4896 2020-10-25 03:13:30,214 - mmaction - INFO - Epoch [72][1360/1712] lr: 1.000e-03, eta: 15:27:38, time: 1.050, data_time: 0.448, memory: 5822, loss_cls: 2.9578, loss: 2.9578, grad_norm: 3.5567 2020-10-25 03:13:52,689 - mmaction - INFO - Epoch [72][1380/1712] lr: 1.000e-03, eta: 15:27:14, time: 1.127, data_time: 0.506, memory: 5822, loss_cls: 2.9991, loss: 2.9991, grad_norm: 3.6897 2020-10-25 03:14:14,597 - mmaction - INFO - Epoch [72][1400/1712] lr: 1.000e-03, eta: 15:26:51, time: 1.101, data_time: 0.483, memory: 5822, loss_cls: 2.9787, loss: 2.9787, grad_norm: 3.5940 2020-10-25 03:14:37,859 - mmaction - INFO - Epoch [72][1420/1712] lr: 1.000e-03, eta: 15:26:28, time: 1.162, data_time: 0.561, memory: 5822, loss_cls: 3.0257, loss: 3.0257, grad_norm: 3.5427 2020-10-25 03:15:00,156 - mmaction - INFO - Epoch [72][1440/1712] lr: 1.000e-03, eta: 15:26:05, time: 1.118, data_time: 0.473, memory: 5822, loss_cls: 3.0283, loss: 3.0283, grad_norm: 3.5141 2020-10-25 03:15:22,773 - mmaction - INFO - Epoch [72][1460/1712] lr: 1.000e-03, eta: 15:25:41, time: 1.131, data_time: 0.503, memory: 5822, loss_cls: 2.9981, loss: 2.9981, grad_norm: 3.5586 2020-10-25 03:15:45,079 - mmaction - INFO - Epoch [72][1480/1712] lr: 1.000e-03, eta: 15:25:18, time: 1.109, data_time: 0.490, memory: 5822, loss_cls: 3.0144, loss: 3.0144, grad_norm: 3.5901 2020-10-25 03:16:08,083 - mmaction - INFO - Epoch [72][1500/1712] lr: 1.000e-03, eta: 15:24:55, time: 1.157, data_time: 0.502, memory: 5822, loss_cls: 3.0056, loss: 3.0056, grad_norm: 3.5538 2020-10-25 03:16:30,403 - mmaction - INFO - Epoch [72][1520/1712] lr: 1.000e-03, eta: 15:24:32, time: 1.111, data_time: 0.492, memory: 5822, loss_cls: 3.0181, loss: 3.0181, grad_norm: 3.5784 2020-10-25 03:16:53,005 - mmaction - INFO - Epoch [72][1540/1712] lr: 1.000e-03, eta: 15:24:08, time: 1.133, data_time: 0.489, memory: 5822, loss_cls: 3.0213, loss: 3.0213, grad_norm: 3.5836 2020-10-25 03:17:15,536 - mmaction - INFO - Epoch [72][1560/1712] lr: 1.000e-03, eta: 15:23:45, time: 1.125, data_time: 0.504, memory: 5822, loss_cls: 3.0321, loss: 3.0321, grad_norm: 3.5467 2020-10-25 03:17:38,067 - mmaction - INFO - Epoch [72][1580/1712] lr: 1.000e-03, eta: 15:23:22, time: 1.125, data_time: 0.503, memory: 5822, loss_cls: 3.0058, loss: 3.0058, grad_norm: 3.5520 2020-10-25 03:18:00,725 - mmaction - INFO - Epoch [72][1600/1712] lr: 1.000e-03, eta: 15:22:59, time: 1.137, data_time: 0.509, memory: 5822, loss_cls: 3.0606, loss: 3.0606, grad_norm: 3.6357 2020-10-25 03:18:22,923 - mmaction - INFO - Epoch [72][1620/1712] lr: 1.000e-03, eta: 15:22:35, time: 1.109, data_time: 0.502, memory: 5822, loss_cls: 2.9776, loss: 2.9776, grad_norm: 3.5179 2020-10-25 03:18:45,289 - mmaction - INFO - Epoch [72][1640/1712] lr: 1.000e-03, eta: 15:22:12, time: 1.118, data_time: 0.454, memory: 5822, loss_cls: 3.0234, loss: 3.0234, grad_norm: 3.5073 2020-10-25 03:19:08,000 - mmaction - INFO - Epoch [72][1660/1712] lr: 1.000e-03, eta: 15:21:49, time: 1.137, data_time: 0.500, memory: 5822, loss_cls: 3.0235, loss: 3.0235, grad_norm: 3.5784 2020-10-25 03:19:30,111 - mmaction - INFO - Epoch [72][1680/1712] lr: 1.000e-03, eta: 15:21:25, time: 1.101, data_time: 0.491, memory: 5822, loss_cls: 3.0324, loss: 3.0324, grad_norm: 3.5159 2020-10-25 03:19:52,423 - mmaction - INFO - Epoch [72][1700/1712] lr: 1.000e-03, eta: 15:21:02, time: 1.120, data_time: 0.507, memory: 5822, loss_cls: 2.9992, loss: 2.9992, grad_norm: 3.5174 2020-10-25 03:20:44,729 - mmaction - INFO - Epoch [73][20/1712] lr: 1.000e-03, eta: 15:20:26, time: 1.893, data_time: 1.099, memory: 5822, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.5606 2020-10-25 03:21:08,776 - mmaction - INFO - Epoch [73][40/1712] lr: 1.000e-03, eta: 15:20:03, time: 1.213, data_time: 0.214, memory: 5822, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.5256 2020-10-25 03:21:32,559 - mmaction - INFO - Epoch [73][60/1712] lr: 1.000e-03, eta: 15:19:40, time: 1.184, data_time: 0.002, memory: 5822, loss_cls: 2.9749, loss: 2.9749, grad_norm: 3.4590 2020-10-25 03:21:55,113 - mmaction - INFO - Epoch [73][80/1712] lr: 1.000e-03, eta: 15:19:17, time: 1.129, data_time: 0.007, memory: 5822, loss_cls: 3.0115, loss: 3.0115, grad_norm: 3.5821 2020-10-25 03:22:18,836 - mmaction - INFO - Epoch [73][100/1712] lr: 1.000e-03, eta: 15:18:54, time: 1.177, data_time: 0.008, memory: 5822, loss_cls: 2.9667, loss: 2.9667, grad_norm: 3.5174 2020-10-25 03:22:41,405 - mmaction - INFO - Epoch [73][120/1712] lr: 1.000e-03, eta: 15:18:31, time: 1.137, data_time: 0.015, memory: 5822, loss_cls: 2.9440, loss: 2.9440, grad_norm: 3.4839 2020-10-25 03:23:04,350 - mmaction - INFO - Epoch [73][140/1712] lr: 1.000e-03, eta: 15:18:08, time: 1.145, data_time: 0.013, memory: 5822, loss_cls: 2.9670, loss: 2.9670, grad_norm: 3.4603 2020-10-25 03:23:27,133 - mmaction - INFO - Epoch [73][160/1712] lr: 1.000e-03, eta: 15:17:45, time: 1.145, data_time: 0.009, memory: 5822, loss_cls: 2.9603, loss: 2.9603, grad_norm: 3.5753 2020-10-25 03:23:50,105 - mmaction - INFO - Epoch [73][180/1712] lr: 1.000e-03, eta: 15:17:22, time: 1.150, data_time: 0.005, memory: 5822, loss_cls: 2.9962, loss: 2.9962, grad_norm: 3.5366 2020-10-25 03:24:12,400 - mmaction - INFO - Epoch [73][200/1712] lr: 1.000e-03, eta: 15:16:58, time: 1.104, data_time: 0.001, memory: 5822, loss_cls: 3.0034, loss: 3.0034, grad_norm: 3.5522 2020-10-25 03:24:34,803 - mmaction - INFO - Epoch [73][220/1712] lr: 1.000e-03, eta: 15:16:35, time: 1.125, data_time: 0.012, memory: 5822, loss_cls: 3.0271, loss: 3.0271, grad_norm: 3.5810 2020-10-25 03:24:56,725 - mmaction - INFO - Epoch [73][240/1712] lr: 1.000e-03, eta: 15:16:11, time: 1.092, data_time: 0.008, memory: 5822, loss_cls: 3.0162, loss: 3.0162, grad_norm: 3.4839 2020-10-25 03:25:18,869 - mmaction - INFO - Epoch [73][260/1712] lr: 1.000e-03, eta: 15:15:48, time: 1.113, data_time: 0.011, memory: 5822, loss_cls: 3.0319, loss: 3.0319, grad_norm: 3.6082 2020-10-25 03:25:41,429 - mmaction - INFO - Epoch [73][280/1712] lr: 1.000e-03, eta: 15:15:25, time: 1.119, data_time: 0.005, memory: 5822, loss_cls: 3.0187, loss: 3.0187, grad_norm: 3.5895 2020-10-25 03:26:03,288 - mmaction - INFO - Epoch [73][300/1712] lr: 1.000e-03, eta: 15:15:01, time: 1.105, data_time: 0.019, memory: 5822, loss_cls: 2.9867, loss: 2.9867, grad_norm: 3.5369 2020-10-25 03:26:25,680 - mmaction - INFO - Epoch [73][320/1712] lr: 1.000e-03, eta: 15:14:38, time: 1.117, data_time: 0.003, memory: 5822, loss_cls: 2.9537, loss: 2.9537, grad_norm: 3.5234 2020-10-25 03:26:48,072 - mmaction - INFO - Epoch [73][340/1712] lr: 1.000e-03, eta: 15:14:15, time: 1.121, data_time: 0.006, memory: 5822, loss_cls: 2.9835, loss: 2.9835, grad_norm: 3.5318 2020-10-25 03:27:10,749 - mmaction - INFO - Epoch [73][360/1712] lr: 1.000e-03, eta: 15:13:51, time: 1.133, data_time: 0.003, memory: 5822, loss_cls: 2.9889, loss: 2.9889, grad_norm: 3.5669 2020-10-25 03:27:32,745 - mmaction - INFO - Epoch [73][380/1712] lr: 1.000e-03, eta: 15:13:28, time: 1.094, data_time: 0.004, memory: 5822, loss_cls: 2.9951, loss: 2.9951, grad_norm: 3.4805 2020-10-25 03:27:55,076 - mmaction - INFO - Epoch [73][400/1712] lr: 1.000e-03, eta: 15:13:05, time: 1.122, data_time: 0.010, memory: 5822, loss_cls: 3.0337, loss: 3.0337, grad_norm: 3.5728 2020-10-25 03:28:17,877 - mmaction - INFO - Epoch [73][420/1712] lr: 1.000e-03, eta: 15:12:42, time: 1.142, data_time: 0.006, memory: 5822, loss_cls: 2.9970, loss: 2.9970, grad_norm: 3.6673 2020-10-25 03:28:39,601 - mmaction - INFO - Epoch [73][440/1712] lr: 1.000e-03, eta: 15:12:18, time: 1.084, data_time: 0.002, memory: 5822, loss_cls: 3.0247, loss: 3.0247, grad_norm: 3.5898 2020-10-25 03:29:02,369 - mmaction - INFO - Epoch [73][460/1712] lr: 1.000e-03, eta: 15:11:55, time: 1.140, data_time: 0.005, memory: 5822, loss_cls: 2.9748, loss: 2.9748, grad_norm: 3.5071 2020-10-25 03:29:24,607 - mmaction - INFO - Epoch [73][480/1712] lr: 1.000e-03, eta: 15:11:31, time: 1.109, data_time: 0.009, memory: 5822, loss_cls: 3.0090, loss: 3.0090, grad_norm: 3.4975 2020-10-25 03:29:47,125 - mmaction - INFO - Epoch [73][500/1712] lr: 1.000e-03, eta: 15:11:08, time: 1.128, data_time: 0.006, memory: 5822, loss_cls: 3.0473, loss: 3.0473, grad_norm: 3.6618 2020-10-25 03:30:09,436 - mmaction - INFO - Epoch [73][520/1712] lr: 1.000e-03, eta: 15:10:45, time: 1.116, data_time: 0.006, memory: 5822, loss_cls: 3.0502, loss: 3.0502, grad_norm: 3.5631 2020-10-25 03:30:31,610 - mmaction - INFO - Epoch [73][540/1712] lr: 1.000e-03, eta: 15:10:22, time: 1.110, data_time: 0.004, memory: 5822, loss_cls: 3.0386, loss: 3.0386, grad_norm: 3.6671 2020-10-25 03:30:54,254 - mmaction - INFO - Epoch [73][560/1712] lr: 1.000e-03, eta: 15:09:58, time: 1.124, data_time: 0.003, memory: 5822, loss_cls: 2.9856, loss: 2.9856, grad_norm: 3.5007 2020-10-25 03:31:16,290 - mmaction - INFO - Epoch [73][580/1712] lr: 1.000e-03, eta: 15:09:35, time: 1.110, data_time: 0.011, memory: 5822, loss_cls: 3.0414, loss: 3.0414, grad_norm: 3.6306 2020-10-25 03:31:38,188 - mmaction - INFO - Epoch [73][600/1712] lr: 1.000e-03, eta: 15:09:11, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 3.0287, loss: 3.0287, grad_norm: 3.6130 2020-10-25 03:32:01,095 - mmaction - INFO - Epoch [73][620/1712] lr: 1.000e-03, eta: 15:08:48, time: 1.143, data_time: 0.003, memory: 5822, loss_cls: 3.0630, loss: 3.0630, grad_norm: 3.6170 2020-10-25 03:32:23,447 - mmaction - INFO - Epoch [73][640/1712] lr: 1.000e-03, eta: 15:08:25, time: 1.120, data_time: 0.007, memory: 5822, loss_cls: 2.9790, loss: 2.9790, grad_norm: 3.5713 2020-10-25 03:32:45,222 - mmaction - INFO - Epoch [73][660/1712] lr: 1.000e-03, eta: 15:08:01, time: 1.085, data_time: 0.001, memory: 5822, loss_cls: 3.0110, loss: 3.0110, grad_norm: 3.5567 2020-10-25 03:33:07,455 - mmaction - INFO - Epoch [73][680/1712] lr: 1.000e-03, eta: 15:07:38, time: 1.109, data_time: 0.006, memory: 5822, loss_cls: 2.9704, loss: 2.9704, grad_norm: 3.5126 2020-10-25 03:33:30,354 - mmaction - INFO - Epoch [73][700/1712] lr: 1.000e-03, eta: 15:07:15, time: 1.145, data_time: 0.008, memory: 5822, loss_cls: 3.0291, loss: 3.0291, grad_norm: 3.5056 2020-10-25 03:33:52,952 - mmaction - INFO - Epoch [73][720/1712] lr: 1.000e-03, eta: 15:06:52, time: 1.135, data_time: 0.010, memory: 5822, loss_cls: 2.9546, loss: 2.9546, grad_norm: 3.5022 2020-10-25 03:34:15,111 - mmaction - INFO - Epoch [73][740/1712] lr: 1.000e-03, eta: 15:06:28, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 2.9439, loss: 2.9439, grad_norm: 3.5550 2020-10-25 03:34:37,414 - mmaction - INFO - Epoch [73][760/1712] lr: 1.000e-03, eta: 15:06:05, time: 1.115, data_time: 0.002, memory: 5822, loss_cls: 3.0552, loss: 3.0552, grad_norm: 3.5945 2020-10-25 03:34:59,963 - mmaction - INFO - Epoch [73][780/1712] lr: 1.000e-03, eta: 15:05:42, time: 1.125, data_time: 0.004, memory: 5822, loss_cls: 2.9852, loss: 2.9852, grad_norm: 3.5150 2020-10-25 03:35:22,968 - mmaction - INFO - Epoch [73][800/1712] lr: 1.000e-03, eta: 15:05:19, time: 1.152, data_time: 0.008, memory: 5822, loss_cls: 3.0429, loss: 3.0429, grad_norm: 3.5291 2020-10-25 03:35:45,517 - mmaction - INFO - Epoch [73][820/1712] lr: 1.000e-03, eta: 15:04:55, time: 1.123, data_time: 0.002, memory: 5822, loss_cls: 3.0351, loss: 3.0351, grad_norm: 3.5601 2020-10-25 03:36:07,647 - mmaction - INFO - Epoch [73][840/1712] lr: 1.000e-03, eta: 15:04:32, time: 1.111, data_time: 0.006, memory: 5822, loss_cls: 2.9828, loss: 2.9828, grad_norm: 3.5241 2020-10-25 03:36:29,435 - mmaction - INFO - Epoch [73][860/1712] lr: 1.000e-03, eta: 15:04:09, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.5550 2020-10-25 03:36:51,878 - mmaction - INFO - Epoch [73][880/1712] lr: 1.000e-03, eta: 15:03:45, time: 1.122, data_time: 0.001, memory: 5822, loss_cls: 3.0255, loss: 3.0255, grad_norm: 3.6355 2020-10-25 03:37:14,715 - mmaction - INFO - Epoch [73][900/1712] lr: 1.000e-03, eta: 15:03:22, time: 1.139, data_time: 0.003, memory: 5822, loss_cls: 2.9838, loss: 2.9838, grad_norm: 3.4873 2020-10-25 03:37:36,619 - mmaction - INFO - Epoch [73][920/1712] lr: 1.000e-03, eta: 15:02:59, time: 1.091, data_time: 0.004, memory: 5822, loss_cls: 3.0009, loss: 3.0009, grad_norm: 3.5724 2020-10-25 03:37:59,407 - mmaction - INFO - Epoch [73][940/1712] lr: 1.000e-03, eta: 15:02:36, time: 1.147, data_time: 0.010, memory: 5822, loss_cls: 3.0188, loss: 3.0188, grad_norm: 3.5912 2020-10-25 03:38:21,721 - mmaction - INFO - Epoch [73][960/1712] lr: 1.000e-03, eta: 15:02:12, time: 1.109, data_time: 0.022, memory: 5822, loss_cls: 2.9607, loss: 2.9607, grad_norm: 3.4763 2020-10-25 03:38:43,380 - mmaction - INFO - Epoch [73][980/1712] lr: 1.000e-03, eta: 15:01:49, time: 1.088, data_time: 0.009, memory: 5822, loss_cls: 3.0368, loss: 3.0368, grad_norm: 3.5963 2020-10-25 03:39:05,257 - mmaction - INFO - Epoch [73][1000/1712] lr: 1.000e-03, eta: 15:01:25, time: 1.094, data_time: 0.004, memory: 5822, loss_cls: 2.9561, loss: 2.9561, grad_norm: 3.4457 2020-10-25 03:39:27,670 - mmaction - INFO - Epoch [73][1020/1712] lr: 1.000e-03, eta: 15:01:02, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 3.0190, loss: 3.0190, grad_norm: 3.5282 2020-10-25 03:39:50,127 - mmaction - INFO - Epoch [73][1040/1712] lr: 1.000e-03, eta: 15:00:39, time: 1.126, data_time: 0.007, memory: 5822, loss_cls: 2.9841, loss: 2.9841, grad_norm: 3.5357 2020-10-25 03:40:11,754 - mmaction - INFO - Epoch [73][1060/1712] lr: 1.000e-03, eta: 15:00:15, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.0161, loss: 3.0161, grad_norm: 3.5955 2020-10-25 03:40:34,245 - mmaction - INFO - Epoch [73][1080/1712] lr: 1.000e-03, eta: 14:59:52, time: 1.118, data_time: 0.004, memory: 5822, loss_cls: 3.0045, loss: 3.0045, grad_norm: 3.5520 2020-10-25 03:40:56,895 - mmaction - INFO - Epoch [73][1100/1712] lr: 1.000e-03, eta: 14:59:29, time: 1.131, data_time: 0.007, memory: 5822, loss_cls: 3.0233, loss: 3.0233, grad_norm: 3.5509 2020-10-25 03:41:19,972 - mmaction - INFO - Epoch [73][1120/1712] lr: 1.000e-03, eta: 14:59:06, time: 1.162, data_time: 0.011, memory: 5822, loss_cls: 2.9615, loss: 2.9615, grad_norm: 3.5173 2020-10-25 03:41:41,977 - mmaction - INFO - Epoch [73][1140/1712] lr: 1.000e-03, eta: 14:58:42, time: 1.100, data_time: 0.001, memory: 5822, loss_cls: 2.9844, loss: 2.9844, grad_norm: 3.6044 2020-10-25 03:42:03,887 - mmaction - INFO - Epoch [73][1160/1712] lr: 1.000e-03, eta: 14:58:19, time: 1.096, data_time: 0.001, memory: 5822, loss_cls: 2.9853, loss: 2.9853, grad_norm: 3.6454 2020-10-25 03:42:26,250 - mmaction - INFO - Epoch [73][1180/1712] lr: 1.000e-03, eta: 14:57:55, time: 1.116, data_time: 0.002, memory: 5822, loss_cls: 3.0270, loss: 3.0270, grad_norm: 3.5888 2020-10-25 03:42:48,676 - mmaction - INFO - Epoch [73][1200/1712] lr: 1.000e-03, eta: 14:57:32, time: 1.117, data_time: 0.008, memory: 5822, loss_cls: 2.9960, loss: 2.9960, grad_norm: 3.5825 2020-10-25 03:43:10,327 - mmaction - INFO - Epoch [73][1220/1712] lr: 1.000e-03, eta: 14:57:08, time: 1.087, data_time: 0.010, memory: 5822, loss_cls: 3.0384, loss: 3.0384, grad_norm: 3.5699 2020-10-25 03:43:32,808 - mmaction - INFO - Epoch [73][1240/1712] lr: 1.000e-03, eta: 14:56:45, time: 1.124, data_time: 0.003, memory: 5822, loss_cls: 2.9579, loss: 2.9579, grad_norm: 3.6091 2020-10-25 03:43:55,001 - mmaction - INFO - Epoch [73][1260/1712] lr: 1.000e-03, eta: 14:56:22, time: 1.111, data_time: 0.004, memory: 5822, loss_cls: 3.0205, loss: 3.0205, grad_norm: 3.5919 2020-10-25 03:44:16,798 - mmaction - INFO - Epoch [73][1280/1712] lr: 1.000e-03, eta: 14:55:58, time: 1.088, data_time: 0.003, memory: 5822, loss_cls: 2.9563, loss: 2.9563, grad_norm: 3.5123 2020-10-25 03:44:38,887 - mmaction - INFO - Epoch [73][1300/1712] lr: 1.000e-03, eta: 14:55:35, time: 1.107, data_time: 0.005, memory: 5822, loss_cls: 2.9796, loss: 2.9796, grad_norm: 3.4717 2020-10-25 03:45:00,736 - mmaction - INFO - Epoch [73][1320/1712] lr: 1.000e-03, eta: 14:55:11, time: 1.090, data_time: 0.001, memory: 5822, loss_cls: 3.0786, loss: 3.0786, grad_norm: 3.6527 2020-10-25 03:45:22,998 - mmaction - INFO - Epoch [73][1340/1712] lr: 1.000e-03, eta: 14:54:48, time: 1.116, data_time: 0.005, memory: 5822, loss_cls: 2.9716, loss: 2.9716, grad_norm: 3.4519 2020-10-25 03:45:45,311 - mmaction - INFO - Epoch [73][1360/1712] lr: 1.000e-03, eta: 14:54:25, time: 1.102, data_time: 0.005, memory: 5822, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.6370 2020-10-25 03:46:08,203 - mmaction - INFO - Epoch [73][1380/1712] lr: 1.000e-03, eta: 14:54:02, time: 1.155, data_time: 0.015, memory: 5822, loss_cls: 3.0133, loss: 3.0133, grad_norm: 3.5985 2020-10-25 03:46:30,629 - mmaction - INFO - Epoch [73][1400/1712] lr: 1.000e-03, eta: 14:53:38, time: 1.120, data_time: 0.006, memory: 5822, loss_cls: 3.0216, loss: 3.0216, grad_norm: 3.5752 2020-10-25 03:46:52,609 - mmaction - INFO - Epoch [73][1420/1712] lr: 1.000e-03, eta: 14:53:15, time: 1.103, data_time: 0.008, memory: 5822, loss_cls: 2.9762, loss: 2.9762, grad_norm: 3.5650 2020-10-25 03:47:14,541 - mmaction - INFO - Epoch [73][1440/1712] lr: 1.000e-03, eta: 14:52:51, time: 1.094, data_time: 0.004, memory: 5822, loss_cls: 3.0238, loss: 3.0238, grad_norm: 3.5642 2020-10-25 03:47:36,548 - mmaction - INFO - Epoch [73][1460/1712] lr: 1.000e-03, eta: 14:52:28, time: 1.104, data_time: 0.005, memory: 5822, loss_cls: 3.0184, loss: 3.0184, grad_norm: 3.5734 2020-10-25 03:47:58,723 - mmaction - INFO - Epoch [73][1480/1712] lr: 1.000e-03, eta: 14:52:05, time: 1.105, data_time: 0.002, memory: 5822, loss_cls: 3.0059, loss: 3.0059, grad_norm: 3.5582 2020-10-25 03:48:21,403 - mmaction - INFO - Epoch [73][1500/1712] lr: 1.000e-03, eta: 14:51:41, time: 1.131, data_time: 0.037, memory: 5822, loss_cls: 3.0072, loss: 3.0072, grad_norm: 3.5077 2020-10-25 03:48:44,117 - mmaction - INFO - Epoch [73][1520/1712] lr: 1.000e-03, eta: 14:51:18, time: 1.131, data_time: 0.008, memory: 5822, loss_cls: 3.0258, loss: 3.0258, grad_norm: 3.6437 2020-10-25 03:49:06,791 - mmaction - INFO - Epoch [73][1540/1712] lr: 1.000e-03, eta: 14:50:55, time: 1.142, data_time: 0.014, memory: 5822, loss_cls: 3.0537, loss: 3.0537, grad_norm: 3.6481 2020-10-25 03:49:29,135 - mmaction - INFO - Epoch [73][1560/1712] lr: 1.000e-03, eta: 14:50:32, time: 1.109, data_time: 0.005, memory: 5822, loss_cls: 3.0443, loss: 3.0443, grad_norm: 3.6318 2020-10-25 03:49:51,072 - mmaction - INFO - Epoch [73][1580/1712] lr: 1.000e-03, eta: 14:50:08, time: 1.108, data_time: 0.016, memory: 5822, loss_cls: 3.0469, loss: 3.0469, grad_norm: 3.7145 2020-10-25 03:50:13,803 - mmaction - INFO - Epoch [73][1600/1712] lr: 1.000e-03, eta: 14:49:45, time: 1.136, data_time: 0.003, memory: 5822, loss_cls: 2.9561, loss: 2.9561, grad_norm: 3.5519 2020-10-25 03:50:36,328 - mmaction - INFO - Epoch [73][1620/1712] lr: 1.000e-03, eta: 14:49:22, time: 1.119, data_time: 0.001, memory: 5822, loss_cls: 2.9700, loss: 2.9700, grad_norm: 3.5263 2020-10-25 03:50:59,391 - mmaction - INFO - Epoch [73][1640/1712] lr: 1.000e-03, eta: 14:48:59, time: 1.160, data_time: 0.012, memory: 5822, loss_cls: 2.9965, loss: 2.9965, grad_norm: 3.5418 2020-10-25 03:51:21,418 - mmaction - INFO - Epoch [73][1660/1712] lr: 1.000e-03, eta: 14:48:36, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 2.9918, loss: 2.9918, grad_norm: 3.5223 2020-10-25 03:51:43,448 - mmaction - INFO - Epoch [73][1680/1712] lr: 1.000e-03, eta: 14:48:12, time: 1.104, data_time: 0.006, memory: 5822, loss_cls: 2.9944, loss: 2.9944, grad_norm: 3.5004 2020-10-25 03:52:06,053 - mmaction - INFO - Epoch [73][1700/1712] lr: 1.000e-03, eta: 14:47:49, time: 1.130, data_time: 0.004, memory: 5822, loss_cls: 2.9738, loss: 2.9738, grad_norm: 3.5816 2020-10-25 03:52:57,267 - mmaction - INFO - Epoch [74][20/1712] lr: 1.000e-03, eta: 14:47:12, time: 1.882, data_time: 0.763, memory: 5822, loss_cls: 3.0187, loss: 3.0187, grad_norm: 3.5507 2020-10-25 03:53:20,979 - mmaction - INFO - Epoch [74][40/1712] lr: 1.000e-03, eta: 14:46:50, time: 1.188, data_time: 0.008, memory: 5822, loss_cls: 2.9858, loss: 2.9858, grad_norm: 3.6221 2020-10-25 03:53:43,479 - mmaction - INFO - Epoch [74][60/1712] lr: 1.000e-03, eta: 14:46:26, time: 1.126, data_time: 0.004, memory: 5822, loss_cls: 3.0109, loss: 3.0109, grad_norm: 3.6443 2020-10-25 03:54:05,115 - mmaction - INFO - Epoch [74][80/1712] lr: 1.000e-03, eta: 14:46:03, time: 1.082, data_time: 0.001, memory: 5822, loss_cls: 2.9916, loss: 2.9916, grad_norm: 3.5453 2020-10-25 03:54:26,683 - mmaction - INFO - Epoch [74][100/1712] lr: 1.000e-03, eta: 14:45:39, time: 1.078, data_time: 0.002, memory: 5822, loss_cls: 2.9737, loss: 2.9737, grad_norm: 3.5437 2020-10-25 03:54:49,117 - mmaction - INFO - Epoch [74][120/1712] lr: 1.000e-03, eta: 14:45:16, time: 1.115, data_time: 0.001, memory: 5822, loss_cls: 3.0038, loss: 3.0038, grad_norm: 3.6474 2020-10-25 03:55:11,024 - mmaction - INFO - Epoch [74][140/1712] lr: 1.000e-03, eta: 14:44:52, time: 1.096, data_time: 0.009, memory: 5822, loss_cls: 2.9544, loss: 2.9544, grad_norm: 3.5456 2020-10-25 03:55:32,512 - mmaction - INFO - Epoch [74][160/1712] lr: 1.000e-03, eta: 14:44:29, time: 1.080, data_time: 0.008, memory: 5822, loss_cls: 2.9798, loss: 2.9798, grad_norm: 3.5690 2020-10-25 03:55:55,691 - mmaction - INFO - Epoch [74][180/1712] lr: 1.000e-03, eta: 14:44:06, time: 1.144, data_time: 0.005, memory: 5822, loss_cls: 3.0295, loss: 3.0295, grad_norm: 3.6850 2020-10-25 03:56:17,681 - mmaction - INFO - Epoch [74][200/1712] lr: 1.000e-03, eta: 14:43:42, time: 1.115, data_time: 0.017, memory: 5822, loss_cls: 2.9910, loss: 2.9910, grad_norm: 3.5763 2020-10-25 03:56:39,610 - mmaction - INFO - Epoch [74][220/1712] lr: 1.000e-03, eta: 14:43:19, time: 1.088, data_time: 0.003, memory: 5822, loss_cls: 2.9853, loss: 2.9853, grad_norm: 3.5662 2020-10-25 03:57:01,221 - mmaction - INFO - Epoch [74][240/1712] lr: 1.000e-03, eta: 14:42:55, time: 1.089, data_time: 0.010, memory: 5822, loss_cls: 2.9570, loss: 2.9570, grad_norm: 3.5965 2020-10-25 03:57:23,274 - mmaction - INFO - Epoch [74][260/1712] lr: 1.000e-03, eta: 14:42:32, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 2.9907, loss: 2.9907, grad_norm: 3.5438 2020-10-25 03:57:45,392 - mmaction - INFO - Epoch [74][280/1712] lr: 1.000e-03, eta: 14:42:09, time: 1.111, data_time: 0.009, memory: 5822, loss_cls: 2.9848, loss: 2.9848, grad_norm: 3.5348 2020-10-25 03:58:06,840 - mmaction - INFO - Epoch [74][300/1712] lr: 1.000e-03, eta: 14:41:45, time: 1.072, data_time: 0.004, memory: 5822, loss_cls: 2.9936, loss: 2.9936, grad_norm: 3.5718 2020-10-25 03:58:28,632 - mmaction - INFO - Epoch [74][320/1712] lr: 1.000e-03, eta: 14:41:22, time: 1.090, data_time: 0.006, memory: 5822, loss_cls: 2.9397, loss: 2.9397, grad_norm: 3.4608 2020-10-25 03:58:49,984 - mmaction - INFO - Epoch [74][340/1712] lr: 1.000e-03, eta: 14:40:58, time: 1.070, data_time: 0.004, memory: 5822, loss_cls: 3.0140, loss: 3.0140, grad_norm: 3.5638 2020-10-25 03:59:12,139 - mmaction - INFO - Epoch [74][360/1712] lr: 1.000e-03, eta: 14:40:35, time: 1.108, data_time: 0.001, memory: 5822, loss_cls: 3.0040, loss: 3.0040, grad_norm: 3.5947 2020-10-25 03:59:34,064 - mmaction - INFO - Epoch [74][380/1712] lr: 1.000e-03, eta: 14:40:11, time: 1.092, data_time: 0.001, memory: 5822, loss_cls: 3.0313, loss: 3.0313, grad_norm: 3.5537 2020-10-25 03:59:56,103 - mmaction - INFO - Epoch [74][400/1712] lr: 1.000e-03, eta: 14:39:48, time: 1.105, data_time: 0.007, memory: 5822, loss_cls: 3.0246, loss: 3.0246, grad_norm: 3.6300 2020-10-25 04:00:17,592 - mmaction - INFO - Epoch [74][420/1712] lr: 1.000e-03, eta: 14:39:24, time: 1.075, data_time: 0.002, memory: 5822, loss_cls: 3.0067, loss: 3.0067, grad_norm: 3.5332 2020-10-25 04:00:39,764 - mmaction - INFO - Epoch [74][440/1712] lr: 1.000e-03, eta: 14:39:01, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 2.9698, loss: 2.9698, grad_norm: 3.5809 2020-10-25 04:01:01,860 - mmaction - INFO - Epoch [74][460/1712] lr: 1.000e-03, eta: 14:38:37, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 3.0515, loss: 3.0515, grad_norm: 3.6252 2020-10-25 04:01:23,428 - mmaction - INFO - Epoch [74][480/1712] lr: 1.000e-03, eta: 14:38:14, time: 1.073, data_time: 0.004, memory: 5822, loss_cls: 3.0056, loss: 3.0056, grad_norm: 3.5037 2020-10-25 04:01:46,271 - mmaction - INFO - Epoch [74][500/1712] lr: 1.000e-03, eta: 14:37:51, time: 1.150, data_time: 0.012, memory: 5822, loss_cls: 2.9672, loss: 2.9672, grad_norm: 3.5350 2020-10-25 04:02:07,794 - mmaction - INFO - Epoch [74][520/1712] lr: 1.000e-03, eta: 14:37:27, time: 1.075, data_time: 0.003, memory: 5822, loss_cls: 3.0347, loss: 3.0347, grad_norm: 3.6474 2020-10-25 04:02:30,864 - mmaction - INFO - Epoch [74][540/1712] lr: 1.000e-03, eta: 14:37:04, time: 1.152, data_time: 0.004, memory: 5822, loss_cls: 3.0284, loss: 3.0284, grad_norm: 3.5641 2020-10-25 04:02:52,502 - mmaction - INFO - Epoch [74][560/1712] lr: 1.000e-03, eta: 14:36:40, time: 1.085, data_time: 0.005, memory: 5822, loss_cls: 3.0245, loss: 3.0245, grad_norm: 3.5509 2020-10-25 04:03:15,160 - mmaction - INFO - Epoch [74][580/1712] lr: 1.000e-03, eta: 14:36:17, time: 1.123, data_time: 0.001, memory: 5822, loss_cls: 2.9750, loss: 2.9750, grad_norm: 3.6096 2020-10-25 04:03:36,703 - mmaction - INFO - Epoch [74][600/1712] lr: 1.000e-03, eta: 14:35:54, time: 1.087, data_time: 0.011, memory: 5822, loss_cls: 2.9631, loss: 2.9631, grad_norm: 3.5109 2020-10-25 04:03:58,359 - mmaction - INFO - Epoch [74][620/1712] lr: 1.000e-03, eta: 14:35:30, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 2.9611, loss: 2.9611, grad_norm: 3.4382 2020-10-25 04:04:20,181 - mmaction - INFO - Epoch [74][640/1712] lr: 1.000e-03, eta: 14:35:07, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 2.9716, loss: 2.9716, grad_norm: 3.5816 2020-10-25 04:04:42,634 - mmaction - INFO - Epoch [74][660/1712] lr: 1.000e-03, eta: 14:34:43, time: 1.119, data_time: 0.001, memory: 5822, loss_cls: 3.0019, loss: 3.0019, grad_norm: 3.6330 2020-10-25 04:05:05,317 - mmaction - INFO - Epoch [74][680/1712] lr: 1.000e-03, eta: 14:34:20, time: 1.124, data_time: 0.006, memory: 5822, loss_cls: 2.9745, loss: 2.9745, grad_norm: 3.5618 2020-10-25 04:05:27,495 - mmaction - INFO - Epoch [74][700/1712] lr: 1.000e-03, eta: 14:33:57, time: 1.123, data_time: 0.016, memory: 5822, loss_cls: 2.9667, loss: 2.9667, grad_norm: 3.5099 2020-10-25 04:05:49,669 - mmaction - INFO - Epoch [74][720/1712] lr: 1.000e-03, eta: 14:33:34, time: 1.107, data_time: 0.004, memory: 5822, loss_cls: 3.0089, loss: 3.0089, grad_norm: 3.6065 2020-10-25 04:06:11,765 - mmaction - INFO - Epoch [74][740/1712] lr: 1.000e-03, eta: 14:33:10, time: 1.106, data_time: 0.002, memory: 5822, loss_cls: 2.9916, loss: 2.9916, grad_norm: 3.4990 2020-10-25 04:06:33,564 - mmaction - INFO - Epoch [74][760/1712] lr: 1.000e-03, eta: 14:32:47, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 2.9576, loss: 2.9576, grad_norm: 3.4885 2020-10-25 04:06:55,724 - mmaction - INFO - Epoch [74][780/1712] lr: 1.000e-03, eta: 14:32:23, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 3.0389, loss: 3.0389, grad_norm: 3.5919 2020-10-25 04:07:17,920 - mmaction - INFO - Epoch [74][800/1712] lr: 1.000e-03, eta: 14:32:00, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 2.9979, loss: 2.9979, grad_norm: 3.5661 2020-10-25 04:07:39,605 - mmaction - INFO - Epoch [74][820/1712] lr: 1.000e-03, eta: 14:31:36, time: 1.088, data_time: 0.008, memory: 5822, loss_cls: 2.9904, loss: 2.9904, grad_norm: 3.5990 2020-10-25 04:08:03,048 - mmaction - INFO - Epoch [74][840/1712] lr: 1.000e-03, eta: 14:31:14, time: 1.170, data_time: 0.006, memory: 5822, loss_cls: 3.0263, loss: 3.0263, grad_norm: 3.6158 2020-10-25 04:08:25,135 - mmaction - INFO - Epoch [74][860/1712] lr: 1.000e-03, eta: 14:30:50, time: 1.109, data_time: 0.008, memory: 5822, loss_cls: 3.0205, loss: 3.0205, grad_norm: 3.6122 2020-10-25 04:08:46,691 - mmaction - INFO - Epoch [74][880/1712] lr: 1.000e-03, eta: 14:30:27, time: 1.079, data_time: 0.005, memory: 5822, loss_cls: 3.0155, loss: 3.0155, grad_norm: 3.6390 2020-10-25 04:09:08,915 - mmaction - INFO - Epoch [74][900/1712] lr: 1.000e-03, eta: 14:30:03, time: 1.111, data_time: 0.001, memory: 5822, loss_cls: 3.0389, loss: 3.0389, grad_norm: 3.6390 2020-10-25 04:09:30,984 - mmaction - INFO - Epoch [74][920/1712] lr: 1.000e-03, eta: 14:29:40, time: 1.099, data_time: 0.003, memory: 5822, loss_cls: 3.0569, loss: 3.0569, grad_norm: 3.6338 2020-10-25 04:09:52,816 - mmaction - INFO - Epoch [74][940/1712] lr: 1.000e-03, eta: 14:29:16, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.5862 2020-10-25 04:10:14,802 - mmaction - INFO - Epoch [74][960/1712] lr: 1.000e-03, eta: 14:28:53, time: 1.098, data_time: 0.001, memory: 5822, loss_cls: 3.0397, loss: 3.0397, grad_norm: 3.6199 2020-10-25 04:10:37,117 - mmaction - INFO - Epoch [74][980/1712] lr: 1.000e-03, eta: 14:28:30, time: 1.109, data_time: 0.002, memory: 5822, loss_cls: 3.0042, loss: 3.0042, grad_norm: 3.4817 2020-10-25 04:10:59,016 - mmaction - INFO - Epoch [74][1000/1712] lr: 1.000e-03, eta: 14:28:06, time: 1.100, data_time: 0.014, memory: 5822, loss_cls: 3.0015, loss: 3.0015, grad_norm: 3.5626 2020-10-25 04:11:21,019 - mmaction - INFO - Epoch [74][1020/1712] lr: 1.000e-03, eta: 14:27:43, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 2.9937, loss: 2.9937, grad_norm: 3.4939 2020-10-25 04:11:43,102 - mmaction - INFO - Epoch [74][1040/1712] lr: 1.000e-03, eta: 14:27:19, time: 1.095, data_time: 0.006, memory: 5822, loss_cls: 2.9792, loss: 2.9792, grad_norm: 3.5513 2020-10-25 04:12:05,266 - mmaction - INFO - Epoch [74][1060/1712] lr: 1.000e-03, eta: 14:26:56, time: 1.112, data_time: 0.015, memory: 5822, loss_cls: 3.0205, loss: 3.0205, grad_norm: 3.5834 2020-10-25 04:12:27,120 - mmaction - INFO - Epoch [74][1080/1712] lr: 1.000e-03, eta: 14:26:33, time: 1.089, data_time: 0.013, memory: 5822, loss_cls: 3.0043, loss: 3.0043, grad_norm: 3.5322 2020-10-25 04:12:49,047 - mmaction - INFO - Epoch [74][1100/1712] lr: 1.000e-03, eta: 14:26:09, time: 1.105, data_time: 0.018, memory: 5822, loss_cls: 2.9645, loss: 2.9645, grad_norm: 3.5658 2020-10-25 04:13:11,328 - mmaction - INFO - Epoch [74][1120/1712] lr: 1.000e-03, eta: 14:25:46, time: 1.116, data_time: 0.006, memory: 5822, loss_cls: 3.0267, loss: 3.0267, grad_norm: 3.6205 2020-10-25 04:13:32,979 - mmaction - INFO - Epoch [74][1140/1712] lr: 1.000e-03, eta: 14:25:22, time: 1.079, data_time: 0.002, memory: 5822, loss_cls: 3.0441, loss: 3.0441, grad_norm: 3.6278 2020-10-25 04:13:55,235 - mmaction - INFO - Epoch [74][1160/1712] lr: 1.000e-03, eta: 14:24:59, time: 1.117, data_time: 0.014, memory: 5822, loss_cls: 2.9748, loss: 2.9748, grad_norm: 3.6410 2020-10-25 04:14:17,433 - mmaction - INFO - Epoch [74][1180/1712] lr: 1.000e-03, eta: 14:24:36, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 2.9937, loss: 2.9937, grad_norm: 3.5362 2020-10-25 04:14:38,590 - mmaction - INFO - Epoch [74][1200/1712] lr: 1.000e-03, eta: 14:24:12, time: 1.059, data_time: 0.003, memory: 5822, loss_cls: 3.0571, loss: 3.0571, grad_norm: 3.6778 2020-10-25 04:15:00,454 - mmaction - INFO - Epoch [74][1220/1712] lr: 1.000e-03, eta: 14:23:49, time: 1.093, data_time: 0.003, memory: 5822, loss_cls: 2.9793, loss: 2.9793, grad_norm: 3.5062 2020-10-25 04:15:22,943 - mmaction - INFO - Epoch [74][1240/1712] lr: 1.000e-03, eta: 14:23:25, time: 1.124, data_time: 0.002, memory: 5822, loss_cls: 3.0044, loss: 3.0044, grad_norm: 3.5847 2020-10-25 04:15:45,102 - mmaction - INFO - Epoch [74][1260/1712] lr: 1.000e-03, eta: 14:23:02, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 3.0233, loss: 3.0233, grad_norm: 3.7395 2020-10-25 04:16:07,567 - mmaction - INFO - Epoch [74][1280/1712] lr: 1.000e-03, eta: 14:22:39, time: 1.126, data_time: 0.008, memory: 5822, loss_cls: 3.0231, loss: 3.0231, grad_norm: 3.5588 2020-10-25 04:16:28,854 - mmaction - INFO - Epoch [74][1300/1712] lr: 1.000e-03, eta: 14:22:15, time: 1.063, data_time: 0.007, memory: 5822, loss_cls: 3.0066, loss: 3.0066, grad_norm: 3.5885 2020-10-25 04:16:51,114 - mmaction - INFO - Epoch [74][1320/1712] lr: 1.000e-03, eta: 14:21:52, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 2.9710, loss: 2.9710, grad_norm: 3.5196 2020-10-25 04:17:13,693 - mmaction - INFO - Epoch [74][1340/1712] lr: 1.000e-03, eta: 14:21:29, time: 1.139, data_time: 0.012, memory: 5822, loss_cls: 3.0045, loss: 3.0045, grad_norm: 3.5327 2020-10-25 04:17:34,855 - mmaction - INFO - Epoch [74][1360/1712] lr: 1.000e-03, eta: 14:21:05, time: 1.058, data_time: 0.002, memory: 5822, loss_cls: 2.9605, loss: 2.9605, grad_norm: 3.5768 2020-10-25 04:17:56,383 - mmaction - INFO - Epoch [74][1380/1712] lr: 1.000e-03, eta: 14:20:41, time: 1.077, data_time: 0.005, memory: 5822, loss_cls: 3.0176, loss: 3.0176, grad_norm: 3.5214 2020-10-25 04:18:18,361 - mmaction - INFO - Epoch [74][1400/1712] lr: 1.000e-03, eta: 14:20:18, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 3.0143, loss: 3.0143, grad_norm: 3.5961 2020-10-25 04:18:39,897 - mmaction - INFO - Epoch [74][1420/1712] lr: 1.000e-03, eta: 14:19:54, time: 1.076, data_time: 0.003, memory: 5822, loss_cls: 3.0186, loss: 3.0186, grad_norm: 3.6211 2020-10-25 04:19:02,470 - mmaction - INFO - Epoch [74][1440/1712] lr: 1.000e-03, eta: 14:19:31, time: 1.127, data_time: 0.004, memory: 5822, loss_cls: 2.9711, loss: 2.9711, grad_norm: 3.5789 2020-10-25 04:19:24,991 - mmaction - INFO - Epoch [74][1460/1712] lr: 1.000e-03, eta: 14:19:08, time: 1.120, data_time: 0.006, memory: 5822, loss_cls: 2.9994, loss: 2.9994, grad_norm: 3.5607 2020-10-25 04:19:46,519 - mmaction - INFO - Epoch [74][1480/1712] lr: 1.000e-03, eta: 14:18:44, time: 1.081, data_time: 0.011, memory: 5822, loss_cls: 2.9698, loss: 2.9698, grad_norm: 3.6064 2020-10-25 04:20:08,251 - mmaction - INFO - Epoch [74][1500/1712] lr: 1.000e-03, eta: 14:18:21, time: 1.088, data_time: 0.006, memory: 5822, loss_cls: 3.0083, loss: 3.0083, grad_norm: 3.5988 2020-10-25 04:20:29,974 - mmaction - INFO - Epoch [74][1520/1712] lr: 1.000e-03, eta: 14:17:57, time: 1.083, data_time: 0.005, memory: 5822, loss_cls: 3.0196, loss: 3.0196, grad_norm: 3.6061 2020-10-25 04:20:51,598 - mmaction - INFO - Epoch [74][1540/1712] lr: 1.000e-03, eta: 14:17:34, time: 1.080, data_time: 0.006, memory: 5822, loss_cls: 3.0586, loss: 3.0586, grad_norm: 3.6324 2020-10-25 04:21:13,321 - mmaction - INFO - Epoch [74][1560/1712] lr: 1.000e-03, eta: 14:17:10, time: 1.089, data_time: 0.007, memory: 5822, loss_cls: 2.9905, loss: 2.9905, grad_norm: 3.5443 2020-10-25 04:21:35,005 - mmaction - INFO - Epoch [74][1580/1712] lr: 1.000e-03, eta: 14:16:47, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 2.9912, loss: 2.9912, grad_norm: 3.6046 2020-10-25 04:21:57,102 - mmaction - INFO - Epoch [74][1600/1712] lr: 1.000e-03, eta: 14:16:24, time: 1.106, data_time: 0.004, memory: 5822, loss_cls: 3.0004, loss: 3.0004, grad_norm: 3.6319 2020-10-25 04:22:19,041 - mmaction - INFO - Epoch [74][1620/1712] lr: 1.000e-03, eta: 14:16:00, time: 1.088, data_time: 0.002, memory: 5822, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.5580 2020-10-25 04:22:41,539 - mmaction - INFO - Epoch [74][1640/1712] lr: 1.000e-03, eta: 14:15:37, time: 1.134, data_time: 0.011, memory: 5822, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.5182 2020-10-25 04:23:03,373 - mmaction - INFO - Epoch [74][1660/1712] lr: 1.000e-03, eta: 14:15:14, time: 1.091, data_time: 0.004, memory: 5822, loss_cls: 3.0290, loss: 3.0290, grad_norm: 3.5762 2020-10-25 04:23:25,180 - mmaction - INFO - Epoch [74][1680/1712] lr: 1.000e-03, eta: 14:14:50, time: 1.088, data_time: 0.002, memory: 5822, loss_cls: 2.9857, loss: 2.9857, grad_norm: 3.5455 2020-10-25 04:23:47,060 - mmaction - INFO - Epoch [74][1700/1712] lr: 1.000e-03, eta: 14:14:27, time: 1.094, data_time: 0.006, memory: 5822, loss_cls: 3.0041, loss: 3.0041, grad_norm: 3.5450 2020-10-25 04:24:35,890 - mmaction - INFO - Epoch [75][20/1712] lr: 1.000e-03, eta: 14:13:49, time: 1.800, data_time: 0.644, memory: 5822, loss_cls: 2.9837, loss: 2.9837, grad_norm: 3.6386 2020-10-25 04:24:58,258 - mmaction - INFO - Epoch [75][40/1712] lr: 1.000e-03, eta: 14:13:26, time: 1.120, data_time: 0.011, memory: 5822, loss_cls: 2.9648, loss: 2.9648, grad_norm: 3.5480 2020-10-25 04:25:20,353 - mmaction - INFO - Epoch [75][60/1712] lr: 1.000e-03, eta: 14:13:03, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.0266, loss: 3.0266, grad_norm: 3.5910 2020-10-25 04:25:41,273 - mmaction - INFO - Epoch [75][80/1712] lr: 1.000e-03, eta: 14:12:39, time: 1.051, data_time: 0.007, memory: 5822, loss_cls: 3.0233, loss: 3.0233, grad_norm: 3.5667 2020-10-25 04:26:03,905 - mmaction - INFO - Epoch [75][100/1712] lr: 1.000e-03, eta: 14:12:16, time: 1.122, data_time: 0.002, memory: 5822, loss_cls: 2.9851, loss: 2.9851, grad_norm: 3.6025 2020-10-25 04:26:25,539 - mmaction - INFO - Epoch [75][120/1712] lr: 1.000e-03, eta: 14:11:52, time: 1.090, data_time: 0.012, memory: 5822, loss_cls: 2.9984, loss: 2.9984, grad_norm: 3.5686 2020-10-25 04:26:47,898 - mmaction - INFO - Epoch [75][140/1712] lr: 1.000e-03, eta: 14:11:29, time: 1.119, data_time: 0.005, memory: 5822, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.5732 2020-10-25 04:27:10,493 - mmaction - INFO - Epoch [75][160/1712] lr: 1.000e-03, eta: 14:11:06, time: 1.131, data_time: 0.004, memory: 5822, loss_cls: 3.0547, loss: 3.0547, grad_norm: 3.5637 2020-10-25 04:27:32,209 - mmaction - INFO - Epoch [75][180/1712] lr: 1.000e-03, eta: 14:10:43, time: 1.084, data_time: 0.001, memory: 5822, loss_cls: 2.9979, loss: 2.9979, grad_norm: 3.5837 2020-10-25 04:27:54,322 - mmaction - INFO - Epoch [75][200/1712] lr: 1.000e-03, eta: 14:10:19, time: 1.105, data_time: 0.006, memory: 5822, loss_cls: 2.9803, loss: 2.9803, grad_norm: 3.5669 2020-10-25 04:28:17,119 - mmaction - INFO - Epoch [75][220/1712] lr: 1.000e-03, eta: 14:09:56, time: 1.140, data_time: 0.004, memory: 5822, loss_cls: 3.0034, loss: 3.0034, grad_norm: 3.5803 2020-10-25 04:28:39,555 - mmaction - INFO - Epoch [75][240/1712] lr: 1.000e-03, eta: 14:09:33, time: 1.122, data_time: 0.010, memory: 5822, loss_cls: 3.0230, loss: 3.0230, grad_norm: 3.5993 2020-10-25 04:29:01,870 - mmaction - INFO - Epoch [75][260/1712] lr: 1.000e-03, eta: 14:09:09, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.5408 2020-10-25 04:29:24,366 - mmaction - INFO - Epoch [75][280/1712] lr: 1.000e-03, eta: 14:08:46, time: 1.125, data_time: 0.013, memory: 5822, loss_cls: 3.0236, loss: 3.0236, grad_norm: 3.5970 2020-10-25 04:29:47,348 - mmaction - INFO - Epoch [75][300/1712] lr: 1.000e-03, eta: 14:08:23, time: 1.156, data_time: 0.010, memory: 5822, loss_cls: 3.0291, loss: 3.0291, grad_norm: 3.6295 2020-10-25 04:30:09,572 - mmaction - INFO - Epoch [75][320/1712] lr: 1.000e-03, eta: 14:08:00, time: 1.111, data_time: 0.002, memory: 5822, loss_cls: 2.9754, loss: 2.9754, grad_norm: 3.5134 2020-10-25 04:30:31,102 - mmaction - INFO - Epoch [75][340/1712] lr: 1.000e-03, eta: 14:07:36, time: 1.067, data_time: 0.001, memory: 5822, loss_cls: 3.0286, loss: 3.0286, grad_norm: 3.5655 2020-10-25 04:30:53,558 - mmaction - INFO - Epoch [75][360/1712] lr: 1.000e-03, eta: 14:07:13, time: 1.128, data_time: 0.012, memory: 5822, loss_cls: 2.9669, loss: 2.9669, grad_norm: 3.5469 2020-10-25 04:31:15,968 - mmaction - INFO - Epoch [75][380/1712] lr: 1.000e-03, eta: 14:06:50, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 2.9986, loss: 2.9986, grad_norm: 3.4717 2020-10-25 04:31:37,959 - mmaction - INFO - Epoch [75][400/1712] lr: 1.000e-03, eta: 14:06:27, time: 1.110, data_time: 0.014, memory: 5822, loss_cls: 2.9875, loss: 2.9875, grad_norm: 3.5738 2020-10-25 04:32:00,172 - mmaction - INFO - Epoch [75][420/1712] lr: 1.000e-03, eta: 14:06:03, time: 1.112, data_time: 0.005, memory: 5822, loss_cls: 3.0088, loss: 3.0088, grad_norm: 3.6011 2020-10-25 04:32:22,077 - mmaction - INFO - Epoch [75][440/1712] lr: 1.000e-03, eta: 14:05:40, time: 1.086, data_time: 0.000, memory: 5822, loss_cls: 2.9874, loss: 2.9874, grad_norm: 3.5079 2020-10-25 04:32:43,923 - mmaction - INFO - Epoch [75][460/1712] lr: 1.000e-03, eta: 14:05:16, time: 1.091, data_time: 0.010, memory: 5822, loss_cls: 2.9752, loss: 2.9752, grad_norm: 3.5784 2020-10-25 04:33:06,653 - mmaction - INFO - Epoch [75][480/1712] lr: 1.000e-03, eta: 14:04:53, time: 1.143, data_time: 0.013, memory: 5822, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.5815 2020-10-25 04:33:29,518 - mmaction - INFO - Epoch [75][500/1712] lr: 1.000e-03, eta: 14:04:30, time: 1.145, data_time: 0.005, memory: 5822, loss_cls: 2.9915, loss: 2.9915, grad_norm: 3.6290 2020-10-25 04:33:51,590 - mmaction - INFO - Epoch [75][520/1712] lr: 1.000e-03, eta: 14:04:07, time: 1.104, data_time: 0.004, memory: 5822, loss_cls: 3.0174, loss: 3.0174, grad_norm: 3.5594 2020-10-25 04:34:13,339 - mmaction - INFO - Epoch [75][540/1712] lr: 1.000e-03, eta: 14:03:43, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 2.9909, loss: 2.9909, grad_norm: 3.7108 2020-10-25 04:34:35,537 - mmaction - INFO - Epoch [75][560/1712] lr: 1.000e-03, eta: 14:03:20, time: 1.113, data_time: 0.007, memory: 5822, loss_cls: 3.0433, loss: 3.0433, grad_norm: 3.6308 2020-10-25 04:34:57,300 - mmaction - INFO - Epoch [75][580/1712] lr: 1.000e-03, eta: 14:02:57, time: 1.084, data_time: 0.005, memory: 5822, loss_cls: 3.0414, loss: 3.0414, grad_norm: 3.6024 2020-10-25 04:35:19,556 - mmaction - INFO - Epoch [75][600/1712] lr: 1.000e-03, eta: 14:02:33, time: 1.113, data_time: 0.006, memory: 5822, loss_cls: 2.9854, loss: 2.9854, grad_norm: 3.5042 2020-10-25 04:35:41,182 - mmaction - INFO - Epoch [75][620/1712] lr: 1.000e-03, eta: 14:02:10, time: 1.075, data_time: 0.006, memory: 5822, loss_cls: 2.9718, loss: 2.9718, grad_norm: 3.4755 2020-10-25 04:36:03,533 - mmaction - INFO - Epoch [75][640/1712] lr: 1.000e-03, eta: 14:01:46, time: 1.117, data_time: 0.011, memory: 5822, loss_cls: 3.0010, loss: 3.0010, grad_norm: 3.5828 2020-10-25 04:36:25,760 - mmaction - INFO - Epoch [75][660/1712] lr: 1.000e-03, eta: 14:01:23, time: 1.120, data_time: 0.016, memory: 5822, loss_cls: 2.9957, loss: 2.9957, grad_norm: 3.5809 2020-10-25 04:36:48,271 - mmaction - INFO - Epoch [75][680/1712] lr: 1.000e-03, eta: 14:01:00, time: 1.126, data_time: 0.006, memory: 5822, loss_cls: 3.0009, loss: 3.0009, grad_norm: 3.5187 2020-10-25 04:37:10,596 - mmaction - INFO - Epoch [75][700/1712] lr: 1.000e-03, eta: 14:00:37, time: 1.112, data_time: 0.002, memory: 5822, loss_cls: 2.9670, loss: 2.9670, grad_norm: 3.6140 2020-10-25 04:37:33,159 - mmaction - INFO - Epoch [75][720/1712] lr: 1.000e-03, eta: 14:00:14, time: 1.130, data_time: 0.014, memory: 5822, loss_cls: 3.0057, loss: 3.0057, grad_norm: 3.6632 2020-10-25 04:37:54,998 - mmaction - INFO - Epoch [75][740/1712] lr: 1.000e-03, eta: 13:59:50, time: 1.092, data_time: 0.004, memory: 5822, loss_cls: 2.9691, loss: 2.9691, grad_norm: 3.6025 2020-10-25 04:38:17,643 - mmaction - INFO - Epoch [75][760/1712] lr: 1.000e-03, eta: 13:59:27, time: 1.131, data_time: 0.013, memory: 5822, loss_cls: 3.0246, loss: 3.0246, grad_norm: 3.6342 2020-10-25 04:38:39,789 - mmaction - INFO - Epoch [75][780/1712] lr: 1.000e-03, eta: 13:59:04, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 2.9977, loss: 2.9977, grad_norm: 3.5856 2020-10-25 04:39:01,677 - mmaction - INFO - Epoch [75][800/1712] lr: 1.000e-03, eta: 13:58:40, time: 1.085, data_time: 0.002, memory: 5822, loss_cls: 3.0018, loss: 3.0018, grad_norm: 3.6188 2020-10-25 04:39:23,715 - mmaction - INFO - Epoch [75][820/1712] lr: 1.000e-03, eta: 13:58:17, time: 1.111, data_time: 0.011, memory: 5822, loss_cls: 3.0024, loss: 3.0024, grad_norm: 3.6079 2020-10-25 04:39:46,154 - mmaction - INFO - Epoch [75][840/1712] lr: 1.000e-03, eta: 13:57:54, time: 1.118, data_time: 0.001, memory: 5822, loss_cls: 2.9652, loss: 2.9652, grad_norm: 3.5133 2020-10-25 04:40:08,135 - mmaction - INFO - Epoch [75][860/1712] lr: 1.000e-03, eta: 13:57:30, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 2.9874, loss: 2.9874, grad_norm: 3.5244 2020-10-25 04:40:30,284 - mmaction - INFO - Epoch [75][880/1712] lr: 1.000e-03, eta: 13:57:07, time: 1.111, data_time: 0.007, memory: 5822, loss_cls: 2.9730, loss: 2.9730, grad_norm: 3.5942 2020-10-25 04:40:52,652 - mmaction - INFO - Epoch [75][900/1712] lr: 1.000e-03, eta: 13:56:44, time: 1.117, data_time: 0.003, memory: 5822, loss_cls: 2.9934, loss: 2.9934, grad_norm: 3.5572 2020-10-25 04:41:15,385 - mmaction - INFO - Epoch [75][920/1712] lr: 1.000e-03, eta: 13:56:21, time: 1.137, data_time: 0.004, memory: 5822, loss_cls: 3.0396, loss: 3.0396, grad_norm: 3.7163 2020-10-25 04:41:37,623 - mmaction - INFO - Epoch [75][940/1712] lr: 1.000e-03, eta: 13:55:57, time: 1.106, data_time: 0.002, memory: 5822, loss_cls: 3.0038, loss: 3.0038, grad_norm: 3.5571 2020-10-25 04:41:59,192 - mmaction - INFO - Epoch [75][960/1712] lr: 1.000e-03, eta: 13:55:34, time: 1.085, data_time: 0.008, memory: 5822, loss_cls: 2.9764, loss: 2.9764, grad_norm: 3.5528 2020-10-25 04:42:21,403 - mmaction - INFO - Epoch [75][980/1712] lr: 1.000e-03, eta: 13:55:10, time: 1.107, data_time: 0.003, memory: 5822, loss_cls: 3.0052, loss: 3.0052, grad_norm: 3.4954 2020-10-25 04:42:43,211 - mmaction - INFO - Epoch [75][1000/1712] lr: 1.000e-03, eta: 13:54:47, time: 1.091, data_time: 0.007, memory: 5822, loss_cls: 3.0036, loss: 3.0036, grad_norm: 3.5988 2020-10-25 04:43:04,777 - mmaction - INFO - Epoch [75][1020/1712] lr: 1.000e-03, eta: 13:54:24, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 3.0449, loss: 3.0449, grad_norm: 3.7031 2020-10-25 04:43:26,818 - mmaction - INFO - Epoch [75][1040/1712] lr: 1.000e-03, eta: 13:54:00, time: 1.096, data_time: 0.003, memory: 5822, loss_cls: 3.0290, loss: 3.0290, grad_norm: 3.6192 2020-10-25 04:43:48,838 - mmaction - INFO - Epoch [75][1060/1712] lr: 1.000e-03, eta: 13:53:37, time: 1.105, data_time: 0.010, memory: 5822, loss_cls: 2.9645, loss: 2.9645, grad_norm: 3.5865 2020-10-25 04:44:10,915 - mmaction - INFO - Epoch [75][1080/1712] lr: 1.000e-03, eta: 13:53:13, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 3.0163, loss: 3.0163, grad_norm: 3.6687 2020-10-25 04:44:33,268 - mmaction - INFO - Epoch [75][1100/1712] lr: 1.000e-03, eta: 13:52:50, time: 1.123, data_time: 0.009, memory: 5822, loss_cls: 2.9754, loss: 2.9754, grad_norm: 3.5839 2020-10-25 04:44:54,963 - mmaction - INFO - Epoch [75][1120/1712] lr: 1.000e-03, eta: 13:52:27, time: 1.077, data_time: 0.004, memory: 5822, loss_cls: 2.9843, loss: 2.9843, grad_norm: 3.5593 2020-10-25 04:45:17,141 - mmaction - INFO - Epoch [75][1140/1712] lr: 1.000e-03, eta: 13:52:03, time: 1.113, data_time: 0.012, memory: 5822, loss_cls: 3.0680, loss: 3.0680, grad_norm: 3.6993 2020-10-25 04:45:39,414 - mmaction - INFO - Epoch [75][1160/1712] lr: 1.000e-03, eta: 13:51:40, time: 1.119, data_time: 0.008, memory: 5822, loss_cls: 3.0176, loss: 3.0176, grad_norm: 3.5282 2020-10-25 04:46:01,556 - mmaction - INFO - Epoch [75][1180/1712] lr: 1.000e-03, eta: 13:51:17, time: 1.107, data_time: 0.005, memory: 5822, loss_cls: 3.0107, loss: 3.0107, grad_norm: 3.5302 2020-10-25 04:46:24,062 - mmaction - INFO - Epoch [75][1200/1712] lr: 1.000e-03, eta: 13:50:54, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 2.9887, loss: 2.9887, grad_norm: 3.5609 2020-10-25 04:46:45,293 - mmaction - INFO - Epoch [75][1220/1712] lr: 1.000e-03, eta: 13:50:30, time: 1.060, data_time: 0.004, memory: 5822, loss_cls: 3.0067, loss: 3.0067, grad_norm: 3.6306 2020-10-25 04:47:07,126 - mmaction - INFO - Epoch [75][1240/1712] lr: 1.000e-03, eta: 13:50:07, time: 1.092, data_time: 0.004, memory: 5822, loss_cls: 2.9962, loss: 2.9962, grad_norm: 3.5265 2020-10-25 04:47:29,356 - mmaction - INFO - Epoch [75][1260/1712] lr: 1.000e-03, eta: 13:49:43, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 3.0605, loss: 3.0605, grad_norm: 3.6427 2020-10-25 04:47:51,363 - mmaction - INFO - Epoch [75][1280/1712] lr: 1.000e-03, eta: 13:49:20, time: 1.107, data_time: 0.016, memory: 5822, loss_cls: 3.0265, loss: 3.0265, grad_norm: 3.5402 2020-10-25 04:48:13,196 - mmaction - INFO - Epoch [75][1300/1712] lr: 1.000e-03, eta: 13:48:57, time: 1.098, data_time: 0.012, memory: 5822, loss_cls: 3.0483, loss: 3.0483, grad_norm: 3.5778 2020-10-25 04:48:35,985 - mmaction - INFO - Epoch [75][1320/1712] lr: 1.000e-03, eta: 13:48:33, time: 1.139, data_time: 0.003, memory: 5822, loss_cls: 2.9987, loss: 2.9987, grad_norm: 3.5941 2020-10-25 04:48:57,715 - mmaction - INFO - Epoch [75][1340/1712] lr: 1.000e-03, eta: 13:48:10, time: 1.079, data_time: 0.002, memory: 5822, loss_cls: 2.9890, loss: 2.9890, grad_norm: 3.5901 2020-10-25 04:49:19,904 - mmaction - INFO - Epoch [75][1360/1712] lr: 1.000e-03, eta: 13:47:47, time: 1.106, data_time: 0.022, memory: 5822, loss_cls: 2.9803, loss: 2.9803, grad_norm: 3.6461 2020-10-25 04:49:41,802 - mmaction - INFO - Epoch [75][1380/1712] lr: 1.000e-03, eta: 13:47:23, time: 1.104, data_time: 0.014, memory: 5822, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.6382 2020-10-25 04:50:04,332 - mmaction - INFO - Epoch [75][1400/1712] lr: 1.000e-03, eta: 13:47:00, time: 1.129, data_time: 0.016, memory: 5822, loss_cls: 2.9488, loss: 2.9488, grad_norm: 3.5799 2020-10-25 04:50:27,189 - mmaction - INFO - Epoch [75][1420/1712] lr: 1.000e-03, eta: 13:46:37, time: 1.143, data_time: 0.004, memory: 5822, loss_cls: 3.0383, loss: 3.0383, grad_norm: 3.5615 2020-10-25 04:50:49,281 - mmaction - INFO - Epoch [75][1440/1712] lr: 1.000e-03, eta: 13:46:14, time: 1.101, data_time: 0.001, memory: 5822, loss_cls: 3.0457, loss: 3.0457, grad_norm: 3.6768 2020-10-25 04:51:10,796 - mmaction - INFO - Epoch [75][1460/1712] lr: 1.000e-03, eta: 13:45:50, time: 1.073, data_time: 0.007, memory: 5822, loss_cls: 2.9883, loss: 2.9883, grad_norm: 3.5558 2020-10-25 04:51:33,004 - mmaction - INFO - Epoch [75][1480/1712] lr: 1.000e-03, eta: 13:45:27, time: 1.117, data_time: 0.009, memory: 5822, loss_cls: 3.0342, loss: 3.0342, grad_norm: 3.6069 2020-10-25 04:51:54,481 - mmaction - INFO - Epoch [75][1500/1712] lr: 1.000e-03, eta: 13:45:03, time: 1.066, data_time: 0.002, memory: 5822, loss_cls: 3.0138, loss: 3.0138, grad_norm: 3.6339 2020-10-25 04:52:17,030 - mmaction - INFO - Epoch [75][1520/1712] lr: 1.000e-03, eta: 13:44:40, time: 1.124, data_time: 0.011, memory: 5822, loss_cls: 2.9570, loss: 2.9570, grad_norm: 3.6458 2020-10-25 04:52:38,743 - mmaction - INFO - Epoch [75][1540/1712] lr: 1.000e-03, eta: 13:44:17, time: 1.091, data_time: 0.017, memory: 5822, loss_cls: 2.9907, loss: 2.9907, grad_norm: 3.6186 2020-10-25 04:53:00,531 - mmaction - INFO - Epoch [75][1560/1712] lr: 1.000e-03, eta: 13:43:53, time: 1.093, data_time: 0.008, memory: 5822, loss_cls: 2.9864, loss: 2.9864, grad_norm: 3.6720 2020-10-25 04:53:22,971 - mmaction - INFO - Epoch [75][1580/1712] lr: 1.000e-03, eta: 13:43:30, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 3.0473, loss: 3.0473, grad_norm: 3.5672 2020-10-25 04:53:44,566 - mmaction - INFO - Epoch [75][1600/1712] lr: 1.000e-03, eta: 13:43:07, time: 1.083, data_time: 0.007, memory: 5822, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.5978 2020-10-25 04:54:06,759 - mmaction - INFO - Epoch [75][1620/1712] lr: 1.000e-03, eta: 13:42:43, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 3.0137, loss: 3.0137, grad_norm: 3.6720 2020-10-25 04:54:29,230 - mmaction - INFO - Epoch [75][1640/1712] lr: 1.000e-03, eta: 13:42:20, time: 1.132, data_time: 0.011, memory: 5822, loss_cls: 3.0356, loss: 3.0356, grad_norm: 3.7191 2020-10-25 04:54:51,324 - mmaction - INFO - Epoch [75][1660/1712] lr: 1.000e-03, eta: 13:41:57, time: 1.104, data_time: 0.005, memory: 5822, loss_cls: 3.0417, loss: 3.0417, grad_norm: 3.6911 2020-10-25 04:55:13,564 - mmaction - INFO - Epoch [75][1680/1712] lr: 1.000e-03, eta: 13:41:33, time: 1.101, data_time: 0.002, memory: 5822, loss_cls: 3.0058, loss: 3.0058, grad_norm: 3.6120 2020-10-25 04:55:35,549 - mmaction - INFO - Epoch [75][1700/1712] lr: 1.000e-03, eta: 13:41:10, time: 1.108, data_time: 0.016, memory: 5822, loss_cls: 3.0129, loss: 3.0129, grad_norm: 3.6429 2020-10-25 04:55:49,596 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-10-25 04:58:57,732 - mmaction - INFO - Epoch [76][20/1712] lr: 1.000e-03, eta: 13:40:32, time: 1.663, data_time: 1.073, memory: 5822, loss_cls: 2.9525, loss: 2.9525, grad_norm: 3.4483 2020-10-25 04:59:19,711 - mmaction - INFO - Epoch [76][40/1712] lr: 1.000e-03, eta: 13:40:09, time: 1.091, data_time: 0.506, memory: 5822, loss_cls: 3.0080, loss: 3.0080, grad_norm: 3.6057 2020-10-25 04:59:42,106 - mmaction - INFO - Epoch [76][60/1712] lr: 1.000e-03, eta: 13:39:45, time: 1.126, data_time: 0.508, memory: 5822, loss_cls: 2.9246, loss: 2.9246, grad_norm: 3.5131 2020-10-25 05:00:03,982 - mmaction - INFO - Epoch [76][80/1712] lr: 1.000e-03, eta: 13:39:22, time: 1.092, data_time: 0.461, memory: 5822, loss_cls: 2.9764, loss: 2.9764, grad_norm: 3.5580 2020-10-25 05:00:26,783 - mmaction - INFO - Epoch [76][100/1712] lr: 1.000e-03, eta: 13:38:59, time: 1.139, data_time: 0.541, memory: 5822, loss_cls: 3.0059, loss: 3.0059, grad_norm: 3.5642 2020-10-25 05:00:48,769 - mmaction - INFO - Epoch [76][120/1712] lr: 1.000e-03, eta: 13:38:36, time: 1.103, data_time: 0.470, memory: 5822, loss_cls: 2.9740, loss: 2.9740, grad_norm: 3.5946 2020-10-25 05:01:10,730 - mmaction - INFO - Epoch [76][140/1712] lr: 1.000e-03, eta: 13:38:12, time: 1.097, data_time: 0.465, memory: 5822, loss_cls: 3.0140, loss: 3.0140, grad_norm: 3.5979 2020-10-25 05:01:32,772 - mmaction - INFO - Epoch [76][160/1712] lr: 1.000e-03, eta: 13:37:49, time: 1.106, data_time: 0.512, memory: 5822, loss_cls: 2.9652, loss: 2.9652, grad_norm: 3.6108 2020-10-25 05:01:54,842 - mmaction - INFO - Epoch [76][180/1712] lr: 1.000e-03, eta: 13:37:26, time: 1.105, data_time: 0.446, memory: 5822, loss_cls: 2.9763, loss: 2.9763, grad_norm: 3.5327 2020-10-25 05:02:17,116 - mmaction - INFO - Epoch [76][200/1712] lr: 1.000e-03, eta: 13:37:02, time: 1.110, data_time: 0.123, memory: 5822, loss_cls: 2.9960, loss: 2.9960, grad_norm: 3.5514 2020-10-25 05:02:39,002 - mmaction - INFO - Epoch [76][220/1712] lr: 1.000e-03, eta: 13:36:39, time: 1.088, data_time: 0.008, memory: 5822, loss_cls: 3.0363, loss: 3.0363, grad_norm: 3.6419 2020-10-25 05:03:01,558 - mmaction - INFO - Epoch [76][240/1712] lr: 1.000e-03, eta: 13:36:16, time: 1.131, data_time: 0.012, memory: 5822, loss_cls: 3.0384, loss: 3.0384, grad_norm: 3.5816 2020-10-25 05:03:23,311 - mmaction - INFO - Epoch [76][260/1712] lr: 1.000e-03, eta: 13:35:52, time: 1.095, data_time: 0.009, memory: 5822, loss_cls: 3.0202, loss: 3.0202, grad_norm: 3.5639 2020-10-25 05:03:46,163 - mmaction - INFO - Epoch [76][280/1712] lr: 1.000e-03, eta: 13:35:29, time: 1.136, data_time: 0.002, memory: 5822, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.5834 2020-10-25 05:04:08,082 - mmaction - INFO - Epoch [76][300/1712] lr: 1.000e-03, eta: 13:35:06, time: 1.101, data_time: 0.008, memory: 5822, loss_cls: 2.9505, loss: 2.9505, grad_norm: 3.5247 2020-10-25 05:04:30,196 - mmaction - INFO - Epoch [76][320/1712] lr: 1.000e-03, eta: 13:34:43, time: 1.105, data_time: 0.002, memory: 5822, loss_cls: 2.9389, loss: 2.9389, grad_norm: 3.6128 2020-10-25 05:04:52,639 - mmaction - INFO - Epoch [76][340/1712] lr: 1.000e-03, eta: 13:34:19, time: 1.111, data_time: 0.005, memory: 5822, loss_cls: 2.9339, loss: 2.9339, grad_norm: 3.5492 2020-10-25 05:05:14,746 - mmaction - INFO - Epoch [76][360/1712] lr: 1.000e-03, eta: 13:33:56, time: 1.109, data_time: 0.016, memory: 5822, loss_cls: 3.0123, loss: 3.0123, grad_norm: 3.5790 2020-10-25 05:05:37,120 - mmaction - INFO - Epoch [76][380/1712] lr: 1.000e-03, eta: 13:33:33, time: 1.126, data_time: 0.010, memory: 5822, loss_cls: 3.0322, loss: 3.0322, grad_norm: 3.6465 2020-10-25 05:05:59,090 - mmaction - INFO - Epoch [76][400/1712] lr: 1.000e-03, eta: 13:33:10, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 2.9853, loss: 2.9853, grad_norm: 3.5409 2020-10-25 05:06:21,112 - mmaction - INFO - Epoch [76][420/1712] lr: 1.000e-03, eta: 13:32:46, time: 1.092, data_time: 0.005, memory: 5822, loss_cls: 2.9617, loss: 2.9617, grad_norm: 3.5737 2020-10-25 05:06:42,825 - mmaction - INFO - Epoch [76][440/1712] lr: 1.000e-03, eta: 13:32:23, time: 1.092, data_time: 0.012, memory: 5822, loss_cls: 3.0183, loss: 3.0183, grad_norm: 3.6402 2020-10-25 05:07:05,581 - mmaction - INFO - Epoch [76][460/1712] lr: 1.000e-03, eta: 13:32:00, time: 1.135, data_time: 0.009, memory: 5822, loss_cls: 2.9793, loss: 2.9793, grad_norm: 3.6248 2020-10-25 05:07:28,091 - mmaction - INFO - Epoch [76][480/1712] lr: 1.000e-03, eta: 13:31:36, time: 1.130, data_time: 0.010, memory: 5822, loss_cls: 2.9580, loss: 2.9580, grad_norm: 3.6116 2020-10-25 05:07:50,213 - mmaction - INFO - Epoch [76][500/1712] lr: 1.000e-03, eta: 13:31:13, time: 1.109, data_time: 0.007, memory: 5822, loss_cls: 3.0338, loss: 3.0338, grad_norm: 3.6547 2020-10-25 05:08:12,949 - mmaction - INFO - Epoch [76][520/1712] lr: 1.000e-03, eta: 13:30:50, time: 1.119, data_time: 0.003, memory: 5822, loss_cls: 3.0357, loss: 3.0357, grad_norm: 3.6208 2020-10-25 05:08:34,546 - mmaction - INFO - Epoch [76][540/1712] lr: 1.000e-03, eta: 13:30:27, time: 1.094, data_time: 0.020, memory: 5822, loss_cls: 3.0182, loss: 3.0182, grad_norm: 3.6112 2020-10-25 05:08:56,309 - mmaction - INFO - Epoch [76][560/1712] lr: 1.000e-03, eta: 13:30:03, time: 1.092, data_time: 0.006, memory: 5822, loss_cls: 3.0430, loss: 3.0430, grad_norm: 3.6047 2020-10-25 05:09:18,394 - mmaction - INFO - Epoch [76][580/1712] lr: 1.000e-03, eta: 13:29:40, time: 1.094, data_time: 0.004, memory: 5822, loss_cls: 3.0002, loss: 3.0002, grad_norm: 3.6086 2020-10-25 05:09:40,402 - mmaction - INFO - Epoch [76][600/1712] lr: 1.000e-03, eta: 13:29:16, time: 1.100, data_time: 0.015, memory: 5822, loss_cls: 2.9790, loss: 2.9790, grad_norm: 3.5803 2020-10-25 05:10:03,024 - mmaction - INFO - Epoch [76][620/1712] lr: 1.000e-03, eta: 13:28:53, time: 1.138, data_time: 0.013, memory: 5822, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.6344 2020-10-25 05:10:25,251 - mmaction - INFO - Epoch [76][640/1712] lr: 1.000e-03, eta: 13:28:30, time: 1.103, data_time: 0.014, memory: 5822, loss_cls: 2.9425, loss: 2.9425, grad_norm: 3.5249 2020-10-25 05:10:47,490 - mmaction - INFO - Epoch [76][660/1712] lr: 1.000e-03, eta: 13:28:07, time: 1.118, data_time: 0.016, memory: 5822, loss_cls: 3.0305, loss: 3.0305, grad_norm: 3.6016 2020-10-25 05:11:09,440 - mmaction - INFO - Epoch [76][680/1712] lr: 1.000e-03, eta: 13:27:43, time: 1.104, data_time: 0.009, memory: 5822, loss_cls: 2.9703, loss: 2.9703, grad_norm: 3.6400 2020-10-25 05:11:31,511 - mmaction - INFO - Epoch [76][700/1712] lr: 1.000e-03, eta: 13:27:20, time: 1.103, data_time: 0.005, memory: 5822, loss_cls: 3.0534, loss: 3.0534, grad_norm: 3.6400 2020-10-25 05:11:54,242 - mmaction - INFO - Epoch [76][720/1712] lr: 1.000e-03, eta: 13:26:57, time: 1.138, data_time: 0.007, memory: 5822, loss_cls: 2.9868, loss: 2.9868, grad_norm: 3.6538 2020-10-25 05:12:15,779 - mmaction - INFO - Epoch [76][740/1712] lr: 1.000e-03, eta: 13:26:34, time: 1.074, data_time: 0.001, memory: 5822, loss_cls: 3.0095, loss: 3.0095, grad_norm: 3.6635 2020-10-25 05:12:37,994 - mmaction - INFO - Epoch [76][760/1712] lr: 1.000e-03, eta: 13:26:10, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 3.0038, loss: 3.0038, grad_norm: 3.5719 2020-10-25 05:12:59,971 - mmaction - INFO - Epoch [76][780/1712] lr: 1.000e-03, eta: 13:25:47, time: 1.106, data_time: 0.008, memory: 5822, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.5618 2020-10-25 05:13:21,922 - mmaction - INFO - Epoch [76][800/1712] lr: 1.000e-03, eta: 13:25:24, time: 1.090, data_time: 0.006, memory: 5822, loss_cls: 3.0137, loss: 3.0137, grad_norm: 3.7078 2020-10-25 05:13:44,216 - mmaction - INFO - Epoch [76][820/1712] lr: 1.000e-03, eta: 13:25:00, time: 1.121, data_time: 0.011, memory: 5822, loss_cls: 3.0123, loss: 3.0123, grad_norm: 3.5421 2020-10-25 05:14:06,265 - mmaction - INFO - Epoch [76][840/1712] lr: 1.000e-03, eta: 13:24:37, time: 1.095, data_time: 0.005, memory: 5822, loss_cls: 3.0214, loss: 3.0214, grad_norm: 3.6537 2020-10-25 05:14:28,611 - mmaction - INFO - Epoch [76][860/1712] lr: 1.000e-03, eta: 13:24:14, time: 1.116, data_time: 0.012, memory: 5822, loss_cls: 3.0353, loss: 3.0353, grad_norm: 3.6722 2020-10-25 05:14:51,065 - mmaction - INFO - Epoch [76][880/1712] lr: 1.000e-03, eta: 13:23:51, time: 1.125, data_time: 0.014, memory: 5822, loss_cls: 3.0317, loss: 3.0317, grad_norm: 3.6482 2020-10-25 05:15:13,194 - mmaction - INFO - Epoch [76][900/1712] lr: 1.000e-03, eta: 13:23:27, time: 1.114, data_time: 0.011, memory: 5822, loss_cls: 3.0459, loss: 3.0459, grad_norm: 3.6110 2020-10-25 05:15:35,446 - mmaction - INFO - Epoch [76][920/1712] lr: 1.000e-03, eta: 13:23:04, time: 1.113, data_time: 0.005, memory: 5822, loss_cls: 3.0099, loss: 3.0099, grad_norm: 3.5970 2020-10-25 05:15:57,599 - mmaction - INFO - Epoch [76][940/1712] lr: 1.000e-03, eta: 13:22:41, time: 1.099, data_time: 0.001, memory: 5822, loss_cls: 2.9939, loss: 2.9939, grad_norm: 3.5629 2020-10-25 05:16:20,223 - mmaction - INFO - Epoch [76][960/1712] lr: 1.000e-03, eta: 13:22:18, time: 1.138, data_time: 0.010, memory: 5822, loss_cls: 3.0082, loss: 3.0082, grad_norm: 3.6442 2020-10-25 05:16:41,738 - mmaction - INFO - Epoch [76][980/1712] lr: 1.000e-03, eta: 13:21:54, time: 1.074, data_time: 0.009, memory: 5822, loss_cls: 2.9571, loss: 2.9571, grad_norm: 3.6417 2020-10-25 05:17:04,077 - mmaction - INFO - Epoch [76][1000/1712] lr: 1.000e-03, eta: 13:21:31, time: 1.121, data_time: 0.006, memory: 5822, loss_cls: 3.0126, loss: 3.0126, grad_norm: 3.6883 2020-10-25 05:17:26,157 - mmaction - INFO - Epoch [76][1020/1712] lr: 1.000e-03, eta: 13:21:08, time: 1.099, data_time: 0.001, memory: 5822, loss_cls: 3.0818, loss: 3.0818, grad_norm: 3.6913 2020-10-25 05:17:48,670 - mmaction - INFO - Epoch [76][1040/1712] lr: 1.000e-03, eta: 13:20:44, time: 1.118, data_time: 0.007, memory: 5822, loss_cls: 2.9802, loss: 2.9802, grad_norm: 3.6806 2020-10-25 05:18:11,213 - mmaction - INFO - Epoch [76][1060/1712] lr: 1.000e-03, eta: 13:20:21, time: 1.135, data_time: 0.014, memory: 5822, loss_cls: 2.9787, loss: 2.9787, grad_norm: 3.6112 2020-10-25 05:18:32,851 - mmaction - INFO - Epoch [76][1080/1712] lr: 1.000e-03, eta: 13:19:58, time: 1.074, data_time: 0.006, memory: 5822, loss_cls: 2.9917, loss: 2.9917, grad_norm: 3.6179 2020-10-25 05:18:54,977 - mmaction - INFO - Epoch [76][1100/1712] lr: 1.000e-03, eta: 13:19:34, time: 1.108, data_time: 0.023, memory: 5822, loss_cls: 3.0250, loss: 3.0250, grad_norm: 3.6841 2020-10-25 05:19:16,815 - mmaction - INFO - Epoch [76][1120/1712] lr: 1.000e-03, eta: 13:19:11, time: 1.102, data_time: 0.015, memory: 5822, loss_cls: 3.0062, loss: 3.0062, grad_norm: 3.5311 2020-10-25 05:19:39,482 - mmaction - INFO - Epoch [76][1140/1712] lr: 1.000e-03, eta: 13:18:48, time: 1.126, data_time: 0.002, memory: 5822, loss_cls: 2.9950, loss: 2.9950, grad_norm: 3.5830 2020-10-25 05:20:01,345 - mmaction - INFO - Epoch [76][1160/1712] lr: 1.000e-03, eta: 13:18:25, time: 1.101, data_time: 0.010, memory: 5822, loss_cls: 3.0242, loss: 3.0242, grad_norm: 3.5593 2020-10-25 05:20:23,457 - mmaction - INFO - Epoch [76][1180/1712] lr: 1.000e-03, eta: 13:18:01, time: 1.105, data_time: 0.001, memory: 5822, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.6327 2020-10-25 05:20:46,029 - mmaction - INFO - Epoch [76][1200/1712] lr: 1.000e-03, eta: 13:17:38, time: 1.127, data_time: 0.004, memory: 5822, loss_cls: 2.9661, loss: 2.9661, grad_norm: 3.5860 2020-10-25 05:21:07,951 - mmaction - INFO - Epoch [76][1220/1712] lr: 1.000e-03, eta: 13:17:15, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 2.9886, loss: 2.9886, grad_norm: 3.6680 2020-10-25 05:21:29,953 - mmaction - INFO - Epoch [76][1240/1712] lr: 1.000e-03, eta: 13:16:51, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 3.0427, loss: 3.0427, grad_norm: 3.6345 2020-10-25 05:21:52,396 - mmaction - INFO - Epoch [76][1260/1712] lr: 1.000e-03, eta: 13:16:28, time: 1.126, data_time: 0.005, memory: 5822, loss_cls: 2.9408, loss: 2.9408, grad_norm: 3.5527 2020-10-25 05:22:14,866 - mmaction - INFO - Epoch [76][1280/1712] lr: 1.000e-03, eta: 13:16:05, time: 1.116, data_time: 0.002, memory: 5822, loss_cls: 3.0290, loss: 3.0290, grad_norm: 3.6694 2020-10-25 05:22:36,331 - mmaction - INFO - Epoch [76][1300/1712] lr: 1.000e-03, eta: 13:15:42, time: 1.080, data_time: 0.009, memory: 5822, loss_cls: 2.9932, loss: 2.9932, grad_norm: 3.6728 2020-10-25 05:22:58,616 - mmaction - INFO - Epoch [76][1320/1712] lr: 1.000e-03, eta: 13:15:18, time: 1.105, data_time: 0.001, memory: 5822, loss_cls: 3.0475, loss: 3.0475, grad_norm: 3.5990 2020-10-25 05:23:21,165 - mmaction - INFO - Epoch [76][1340/1712] lr: 1.000e-03, eta: 13:14:55, time: 1.132, data_time: 0.012, memory: 5822, loss_cls: 3.0246, loss: 3.0246, grad_norm: 3.5373 2020-10-25 05:23:43,289 - mmaction - INFO - Epoch [76][1360/1712] lr: 1.000e-03, eta: 13:14:32, time: 1.108, data_time: 0.009, memory: 5822, loss_cls: 3.0386, loss: 3.0386, grad_norm: 3.6373 2020-10-25 05:24:04,962 - mmaction - INFO - Epoch [76][1380/1712] lr: 1.000e-03, eta: 13:14:08, time: 1.087, data_time: 0.008, memory: 5822, loss_cls: 3.0250, loss: 3.0250, grad_norm: 3.6240 2020-10-25 05:24:27,420 - mmaction - INFO - Epoch [76][1400/1712] lr: 1.000e-03, eta: 13:13:45, time: 1.119, data_time: 0.002, memory: 5822, loss_cls: 3.0029, loss: 3.0029, grad_norm: 3.5261 2020-10-25 05:24:50,084 - mmaction - INFO - Epoch [76][1420/1712] lr: 1.000e-03, eta: 13:13:22, time: 1.131, data_time: 0.006, memory: 5822, loss_cls: 2.9775, loss: 2.9775, grad_norm: 3.6456 2020-10-25 05:25:12,153 - mmaction - INFO - Epoch [76][1440/1712] lr: 1.000e-03, eta: 13:12:59, time: 1.109, data_time: 0.007, memory: 5822, loss_cls: 2.9678, loss: 2.9678, grad_norm: 3.6018 2020-10-25 05:25:34,531 - mmaction - INFO - Epoch [76][1460/1712] lr: 1.000e-03, eta: 13:12:36, time: 1.115, data_time: 0.001, memory: 5822, loss_cls: 3.0239, loss: 3.0239, grad_norm: 3.6894 2020-10-25 05:25:56,170 - mmaction - INFO - Epoch [76][1480/1712] lr: 1.000e-03, eta: 13:12:12, time: 1.082, data_time: 0.005, memory: 5822, loss_cls: 2.9566, loss: 2.9566, grad_norm: 3.6054 2020-10-25 05:26:18,523 - mmaction - INFO - Epoch [76][1500/1712] lr: 1.000e-03, eta: 13:11:49, time: 1.116, data_time: 0.005, memory: 5822, loss_cls: 3.0062, loss: 3.0062, grad_norm: 3.5776 2020-10-25 05:26:40,552 - mmaction - INFO - Epoch [76][1520/1712] lr: 1.000e-03, eta: 13:11:26, time: 1.104, data_time: 0.010, memory: 5822, loss_cls: 3.0336, loss: 3.0336, grad_norm: 3.5828 2020-10-25 05:27:02,559 - mmaction - INFO - Epoch [76][1540/1712] lr: 1.000e-03, eta: 13:11:02, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 2.9699, loss: 2.9699, grad_norm: 3.5398 2020-10-25 05:27:25,014 - mmaction - INFO - Epoch [76][1560/1712] lr: 1.000e-03, eta: 13:10:39, time: 1.124, data_time: 0.008, memory: 5822, loss_cls: 3.0228, loss: 3.0228, grad_norm: 3.6260 2020-10-25 05:27:46,643 - mmaction - INFO - Epoch [76][1580/1712] lr: 1.000e-03, eta: 13:10:16, time: 1.080, data_time: 0.004, memory: 5822, loss_cls: 2.9611, loss: 2.9611, grad_norm: 3.5157 2020-10-25 05:28:09,126 - mmaction - INFO - Epoch [76][1600/1712] lr: 1.000e-03, eta: 13:09:53, time: 1.118, data_time: 0.003, memory: 5822, loss_cls: 3.0047, loss: 3.0047, grad_norm: 3.6516 2020-10-25 05:28:31,356 - mmaction - INFO - Epoch [76][1620/1712] lr: 1.000e-03, eta: 13:09:29, time: 1.105, data_time: 0.011, memory: 5822, loss_cls: 2.9669, loss: 2.9669, grad_norm: 3.6611 2020-10-25 05:28:53,453 - mmaction - INFO - Epoch [76][1640/1712] lr: 1.000e-03, eta: 13:09:06, time: 1.117, data_time: 0.016, memory: 5822, loss_cls: 2.9904, loss: 2.9904, grad_norm: 3.6206 2020-10-25 05:29:15,507 - mmaction - INFO - Epoch [76][1660/1712] lr: 1.000e-03, eta: 13:08:43, time: 1.101, data_time: 0.006, memory: 5822, loss_cls: 2.9785, loss: 2.9785, grad_norm: 3.5357 2020-10-25 05:29:37,746 - mmaction - INFO - Epoch [76][1680/1712] lr: 1.000e-03, eta: 13:08:19, time: 1.110, data_time: 0.007, memory: 5822, loss_cls: 2.9768, loss: 2.9768, grad_norm: 3.6525 2020-10-25 05:30:00,298 - mmaction - INFO - Epoch [76][1700/1712] lr: 1.000e-03, eta: 13:07:56, time: 1.124, data_time: 0.010, memory: 5822, loss_cls: 2.9776, loss: 2.9776, grad_norm: 3.6132 2020-10-25 05:30:51,671 - mmaction - INFO - Epoch [77][20/1712] lr: 1.000e-03, eta: 13:07:20, time: 1.912, data_time: 0.892, memory: 5822, loss_cls: 2.9820, loss: 2.9820, grad_norm: 3.5791 2020-10-25 05:31:15,898 - mmaction - INFO - Epoch [77][40/1712] lr: 1.000e-03, eta: 13:06:57, time: 1.212, data_time: 0.008, memory: 5822, loss_cls: 2.9658, loss: 2.9658, grad_norm: 3.5992 2020-10-25 05:31:38,456 - mmaction - INFO - Epoch [77][60/1712] lr: 1.000e-03, eta: 13:06:34, time: 1.125, data_time: 0.004, memory: 5822, loss_cls: 3.0379, loss: 3.0379, grad_norm: 3.6403 2020-10-25 05:32:01,367 - mmaction - INFO - Epoch [77][80/1712] lr: 1.000e-03, eta: 13:06:11, time: 1.147, data_time: 0.003, memory: 5822, loss_cls: 2.9596, loss: 2.9596, grad_norm: 3.5870 2020-10-25 05:32:24,181 - mmaction - INFO - Epoch [77][100/1712] lr: 1.000e-03, eta: 13:05:48, time: 1.135, data_time: 0.001, memory: 5822, loss_cls: 3.0025, loss: 3.0025, grad_norm: 3.5932 2020-10-25 05:32:46,582 - mmaction - INFO - Epoch [77][120/1712] lr: 1.000e-03, eta: 13:05:25, time: 1.124, data_time: 0.009, memory: 5822, loss_cls: 2.9950, loss: 2.9950, grad_norm: 3.6282 2020-10-25 05:33:08,661 - mmaction - INFO - Epoch [77][140/1712] lr: 1.000e-03, eta: 13:05:02, time: 1.104, data_time: 0.003, memory: 5822, loss_cls: 2.9953, loss: 2.9953, grad_norm: 3.6536 2020-10-25 05:33:30,603 - mmaction - INFO - Epoch [77][160/1712] lr: 1.000e-03, eta: 13:04:38, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 3.0027, loss: 3.0027, grad_norm: 3.6200 2020-10-25 05:33:53,048 - mmaction - INFO - Epoch [77][180/1712] lr: 1.000e-03, eta: 13:04:15, time: 1.123, data_time: 0.009, memory: 5822, loss_cls: 3.0420, loss: 3.0420, grad_norm: 3.7518 2020-10-25 05:34:15,176 - mmaction - INFO - Epoch [77][200/1712] lr: 1.000e-03, eta: 13:03:52, time: 1.110, data_time: 0.007, memory: 5822, loss_cls: 2.9920, loss: 2.9920, grad_norm: 3.6729 2020-10-25 05:34:37,222 - mmaction - INFO - Epoch [77][220/1712] lr: 1.000e-03, eta: 13:03:28, time: 1.102, data_time: 0.003, memory: 5822, loss_cls: 2.9496, loss: 2.9496, grad_norm: 3.5662 2020-10-25 05:34:59,716 - mmaction - INFO - Epoch [77][240/1712] lr: 1.000e-03, eta: 13:03:05, time: 1.125, data_time: 0.007, memory: 5822, loss_cls: 3.0090, loss: 3.0090, grad_norm: 3.6195 2020-10-25 05:35:22,286 - mmaction - INFO - Epoch [77][260/1712] lr: 1.000e-03, eta: 13:02:42, time: 1.126, data_time: 0.004, memory: 5822, loss_cls: 3.0101, loss: 3.0101, grad_norm: 3.6801 2020-10-25 05:35:44,596 - mmaction - INFO - Epoch [77][280/1712] lr: 1.000e-03, eta: 13:02:19, time: 1.116, data_time: 0.006, memory: 5822, loss_cls: 2.9792, loss: 2.9792, grad_norm: 3.6177 2020-10-25 05:36:06,063 - mmaction - INFO - Epoch [77][300/1712] lr: 1.000e-03, eta: 13:01:55, time: 1.073, data_time: 0.006, memory: 5822, loss_cls: 3.0199, loss: 3.0199, grad_norm: 3.6488 2020-10-25 05:36:28,110 - mmaction - INFO - Epoch [77][320/1712] lr: 1.000e-03, eta: 13:01:32, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 3.0404, loss: 3.0404, grad_norm: 3.6593 2020-10-25 05:36:50,825 - mmaction - INFO - Epoch [77][340/1712] lr: 1.000e-03, eta: 13:01:09, time: 1.147, data_time: 0.014, memory: 5822, loss_cls: 2.9596, loss: 2.9596, grad_norm: 3.5241 2020-10-25 05:37:12,545 - mmaction - INFO - Epoch [77][360/1712] lr: 1.000e-03, eta: 13:00:46, time: 1.084, data_time: 0.003, memory: 5822, loss_cls: 2.9868, loss: 2.9868, grad_norm: 3.6029 2020-10-25 05:37:35,171 - mmaction - INFO - Epoch [77][380/1712] lr: 1.000e-03, eta: 13:00:22, time: 1.134, data_time: 0.005, memory: 5822, loss_cls: 2.9941, loss: 2.9941, grad_norm: 3.6371 2020-10-25 05:37:57,461 - mmaction - INFO - Epoch [77][400/1712] lr: 1.000e-03, eta: 12:59:59, time: 1.114, data_time: 0.003, memory: 5822, loss_cls: 3.0267, loss: 3.0267, grad_norm: 3.6493 2020-10-25 05:38:19,706 - mmaction - INFO - Epoch [77][420/1712] lr: 1.000e-03, eta: 12:59:36, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.6035 2020-10-25 05:38:42,326 - mmaction - INFO - Epoch [77][440/1712] lr: 1.000e-03, eta: 12:59:13, time: 1.125, data_time: 0.005, memory: 5822, loss_cls: 3.0605, loss: 3.0605, grad_norm: 3.7315 2020-10-25 05:39:04,217 - mmaction - INFO - Epoch [77][460/1712] lr: 1.000e-03, eta: 12:58:50, time: 1.102, data_time: 0.015, memory: 5822, loss_cls: 3.0211, loss: 3.0211, grad_norm: 3.6504 2020-10-25 05:39:26,820 - mmaction - INFO - Epoch [77][480/1712] lr: 1.000e-03, eta: 12:58:26, time: 1.131, data_time: 0.006, memory: 5822, loss_cls: 2.9336, loss: 2.9336, grad_norm: 3.5432 2020-10-25 05:39:48,793 - mmaction - INFO - Epoch [77][500/1712] lr: 1.000e-03, eta: 12:58:03, time: 1.093, data_time: 0.004, memory: 5822, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.6286 2020-10-25 05:40:10,845 - mmaction - INFO - Epoch [77][520/1712] lr: 1.000e-03, eta: 12:57:40, time: 1.105, data_time: 0.007, memory: 5822, loss_cls: 2.9730, loss: 2.9730, grad_norm: 3.6073 2020-10-25 05:40:33,252 - mmaction - INFO - Epoch [77][540/1712] lr: 1.000e-03, eta: 12:57:17, time: 1.115, data_time: 0.004, memory: 5822, loss_cls: 2.9967, loss: 2.9967, grad_norm: 3.6464 2020-10-25 05:40:55,680 - mmaction - INFO - Epoch [77][560/1712] lr: 1.000e-03, eta: 12:56:53, time: 1.127, data_time: 0.011, memory: 5822, loss_cls: 3.0135, loss: 3.0135, grad_norm: 3.7214 2020-10-25 05:41:18,268 - mmaction - INFO - Epoch [77][580/1712] lr: 1.000e-03, eta: 12:56:30, time: 1.128, data_time: 0.006, memory: 5822, loss_cls: 2.9984, loss: 2.9984, grad_norm: 3.5931 2020-10-25 05:41:40,510 - mmaction - INFO - Epoch [77][600/1712] lr: 1.000e-03, eta: 12:56:07, time: 1.113, data_time: 0.006, memory: 5822, loss_cls: 3.0241, loss: 3.0241, grad_norm: 3.5989 2020-10-25 05:42:03,112 - mmaction - INFO - Epoch [77][620/1712] lr: 1.000e-03, eta: 12:55:44, time: 1.131, data_time: 0.006, memory: 5822, loss_cls: 3.0347, loss: 3.0347, grad_norm: 3.6636 2020-10-25 05:42:24,734 - mmaction - INFO - Epoch [77][640/1712] lr: 1.000e-03, eta: 12:55:20, time: 1.078, data_time: 0.006, memory: 5822, loss_cls: 3.0088, loss: 3.0088, grad_norm: 3.6468 2020-10-25 05:42:47,236 - mmaction - INFO - Epoch [77][660/1712] lr: 1.000e-03, eta: 12:54:57, time: 1.125, data_time: 0.007, memory: 5822, loss_cls: 2.9666, loss: 2.9666, grad_norm: 3.6151 2020-10-25 05:43:09,916 - mmaction - INFO - Epoch [77][680/1712] lr: 1.000e-03, eta: 12:54:34, time: 1.134, data_time: 0.007, memory: 5822, loss_cls: 2.9949, loss: 2.9949, grad_norm: 3.5827 2020-10-25 05:43:33,312 - mmaction - INFO - Epoch [77][700/1712] lr: 1.000e-03, eta: 12:54:11, time: 1.175, data_time: 0.007, memory: 5822, loss_cls: 2.9903, loss: 2.9903, grad_norm: 3.5400 2020-10-25 05:43:54,564 - mmaction - INFO - Epoch [77][720/1712] lr: 1.000e-03, eta: 12:53:48, time: 1.062, data_time: 0.004, memory: 5822, loss_cls: 2.9932, loss: 2.9932, grad_norm: 3.6389 2020-10-25 05:44:17,150 - mmaction - INFO - Epoch [77][740/1712] lr: 1.000e-03, eta: 12:53:25, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 3.0228, loss: 3.0228, grad_norm: 3.7038 2020-10-25 05:44:39,292 - mmaction - INFO - Epoch [77][760/1712] lr: 1.000e-03, eta: 12:53:01, time: 1.103, data_time: 0.006, memory: 5822, loss_cls: 2.9454, loss: 2.9454, grad_norm: 3.5667 2020-10-25 05:45:01,844 - mmaction - INFO - Epoch [77][780/1712] lr: 1.000e-03, eta: 12:52:38, time: 1.135, data_time: 0.012, memory: 5822, loss_cls: 2.9945, loss: 2.9945, grad_norm: 3.6996 2020-10-25 05:45:22,922 - mmaction - INFO - Epoch [77][800/1712] lr: 1.000e-03, eta: 12:52:15, time: 1.055, data_time: 0.003, memory: 5822, loss_cls: 2.9539, loss: 2.9539, grad_norm: 3.5735 2020-10-25 05:45:44,807 - mmaction - INFO - Epoch [77][820/1712] lr: 1.000e-03, eta: 12:51:51, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 3.0194, loss: 3.0194, grad_norm: 3.6898 2020-10-25 05:46:06,672 - mmaction - INFO - Epoch [77][840/1712] lr: 1.000e-03, eta: 12:51:28, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 3.0215, loss: 3.0215, grad_norm: 3.5479 2020-10-25 05:46:29,479 - mmaction - INFO - Epoch [77][860/1712] lr: 1.000e-03, eta: 12:51:05, time: 1.144, data_time: 0.006, memory: 5822, loss_cls: 2.9748, loss: 2.9748, grad_norm: 3.5687 2020-10-25 05:46:51,293 - mmaction - INFO - Epoch [77][880/1712] lr: 1.000e-03, eta: 12:50:42, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.0030, loss: 3.0030, grad_norm: 3.5803 2020-10-25 05:47:13,437 - mmaction - INFO - Epoch [77][900/1712] lr: 1.000e-03, eta: 12:50:18, time: 1.112, data_time: 0.012, memory: 5822, loss_cls: 3.0120, loss: 3.0120, grad_norm: 3.6212 2020-10-25 05:47:35,551 - mmaction - INFO - Epoch [77][920/1712] lr: 1.000e-03, eta: 12:49:55, time: 1.109, data_time: 0.007, memory: 5822, loss_cls: 3.0174, loss: 3.0174, grad_norm: 3.7248 2020-10-25 05:47:57,914 - mmaction - INFO - Epoch [77][940/1712] lr: 1.000e-03, eta: 12:49:32, time: 1.116, data_time: 0.002, memory: 5822, loss_cls: 3.0079, loss: 3.0079, grad_norm: 3.6965 2020-10-25 05:48:20,276 - mmaction - INFO - Epoch [77][960/1712] lr: 1.000e-03, eta: 12:49:09, time: 1.118, data_time: 0.004, memory: 5822, loss_cls: 2.9885, loss: 2.9885, grad_norm: 3.5860 2020-10-25 05:48:43,025 - mmaction - INFO - Epoch [77][980/1712] lr: 1.000e-03, eta: 12:48:46, time: 1.140, data_time: 0.006, memory: 5822, loss_cls: 3.0024, loss: 3.0024, grad_norm: 3.5943 2020-10-25 05:49:05,440 - mmaction - INFO - Epoch [77][1000/1712] lr: 1.000e-03, eta: 12:48:22, time: 1.114, data_time: 0.003, memory: 5822, loss_cls: 2.9824, loss: 2.9824, grad_norm: 3.6417 2020-10-25 05:49:27,711 - mmaction - INFO - Epoch [77][1020/1712] lr: 1.000e-03, eta: 12:47:59, time: 1.114, data_time: 0.016, memory: 5822, loss_cls: 3.0353, loss: 3.0353, grad_norm: 3.7308 2020-10-25 05:49:49,381 - mmaction - INFO - Epoch [77][1040/1712] lr: 1.000e-03, eta: 12:47:36, time: 1.087, data_time: 0.007, memory: 5822, loss_cls: 3.0308, loss: 3.0308, grad_norm: 3.6989 2020-10-25 05:50:11,936 - mmaction - INFO - Epoch [77][1060/1712] lr: 1.000e-03, eta: 12:47:13, time: 1.130, data_time: 0.005, memory: 5822, loss_cls: 3.0285, loss: 3.0285, grad_norm: 3.7306 2020-10-25 05:50:34,068 - mmaction - INFO - Epoch [77][1080/1712] lr: 1.000e-03, eta: 12:46:49, time: 1.099, data_time: 0.002, memory: 5822, loss_cls: 3.0140, loss: 3.0140, grad_norm: 3.6144 2020-10-25 05:50:56,423 - mmaction - INFO - Epoch [77][1100/1712] lr: 1.000e-03, eta: 12:46:26, time: 1.121, data_time: 0.010, memory: 5822, loss_cls: 2.9785, loss: 2.9785, grad_norm: 3.6174 2020-10-25 05:51:19,008 - mmaction - INFO - Epoch [77][1120/1712] lr: 1.000e-03, eta: 12:46:03, time: 1.129, data_time: 0.014, memory: 5822, loss_cls: 3.0126, loss: 3.0126, grad_norm: 3.6036 2020-10-25 05:51:41,289 - mmaction - INFO - Epoch [77][1140/1712] lr: 1.000e-03, eta: 12:45:40, time: 1.113, data_time: 0.005, memory: 5822, loss_cls: 3.0152, loss: 3.0152, grad_norm: 3.6592 2020-10-25 05:52:03,872 - mmaction - INFO - Epoch [77][1160/1712] lr: 1.000e-03, eta: 12:45:17, time: 1.125, data_time: 0.007, memory: 5822, loss_cls: 3.0024, loss: 3.0024, grad_norm: 3.6113 2020-10-25 05:52:25,590 - mmaction - INFO - Epoch [77][1180/1712] lr: 1.000e-03, eta: 12:44:53, time: 1.092, data_time: 0.010, memory: 5822, loss_cls: 2.9975, loss: 2.9975, grad_norm: 3.6401 2020-10-25 05:52:47,964 - mmaction - INFO - Epoch [77][1200/1712] lr: 1.000e-03, eta: 12:44:30, time: 1.117, data_time: 0.004, memory: 5822, loss_cls: 2.9702, loss: 2.9702, grad_norm: 3.6607 2020-10-25 05:53:10,882 - mmaction - INFO - Epoch [77][1220/1712] lr: 1.000e-03, eta: 12:44:07, time: 1.145, data_time: 0.006, memory: 5822, loss_cls: 3.0270, loss: 3.0270, grad_norm: 3.6395 2020-10-25 05:53:33,310 - mmaction - INFO - Epoch [77][1240/1712] lr: 1.000e-03, eta: 12:43:44, time: 1.125, data_time: 0.007, memory: 5822, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.6534 2020-10-25 05:53:54,867 - mmaction - INFO - Epoch [77][1260/1712] lr: 1.000e-03, eta: 12:43:20, time: 1.077, data_time: 0.004, memory: 5822, loss_cls: 2.9681, loss: 2.9681, grad_norm: 3.5972 2020-10-25 05:54:17,074 - mmaction - INFO - Epoch [77][1280/1712] lr: 1.000e-03, eta: 12:42:57, time: 1.110, data_time: 0.004, memory: 5822, loss_cls: 2.9187, loss: 2.9187, grad_norm: 3.5295 2020-10-25 05:54:39,247 - mmaction - INFO - Epoch [77][1300/1712] lr: 1.000e-03, eta: 12:42:34, time: 1.109, data_time: 0.004, memory: 5822, loss_cls: 2.9703, loss: 2.9703, grad_norm: 3.6400 2020-10-25 05:55:00,883 - mmaction - INFO - Epoch [77][1320/1712] lr: 1.000e-03, eta: 12:42:11, time: 1.081, data_time: 0.005, memory: 5822, loss_cls: 2.9855, loss: 2.9855, grad_norm: 3.5952 2020-10-25 05:55:23,637 - mmaction - INFO - Epoch [77][1340/1712] lr: 1.000e-03, eta: 12:41:47, time: 1.135, data_time: 0.007, memory: 5822, loss_cls: 3.0046, loss: 3.0046, grad_norm: 3.6627 2020-10-25 05:55:45,715 - mmaction - INFO - Epoch [77][1360/1712] lr: 1.000e-03, eta: 12:41:24, time: 1.108, data_time: 0.006, memory: 5822, loss_cls: 3.0155, loss: 3.0155, grad_norm: 3.6324 2020-10-25 05:56:06,982 - mmaction - INFO - Epoch [77][1380/1712] lr: 1.000e-03, eta: 12:41:01, time: 1.064, data_time: 0.004, memory: 5822, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.5377 2020-10-25 05:56:29,666 - mmaction - INFO - Epoch [77][1400/1712] lr: 1.000e-03, eta: 12:40:38, time: 1.134, data_time: 0.003, memory: 5822, loss_cls: 3.0242, loss: 3.0242, grad_norm: 3.6979 2020-10-25 05:56:51,596 - mmaction - INFO - Epoch [77][1420/1712] lr: 1.000e-03, eta: 12:40:14, time: 1.089, data_time: 0.006, memory: 5822, loss_cls: 3.0477, loss: 3.0477, grad_norm: 3.6449 2020-10-25 05:57:13,792 - mmaction - INFO - Epoch [77][1440/1712] lr: 1.000e-03, eta: 12:39:51, time: 1.109, data_time: 0.013, memory: 5822, loss_cls: 3.0061, loss: 3.0061, grad_norm: 3.5265 2020-10-25 05:57:36,276 - mmaction - INFO - Epoch [77][1460/1712] lr: 1.000e-03, eta: 12:39:28, time: 1.118, data_time: 0.011, memory: 5822, loss_cls: 3.0139, loss: 3.0139, grad_norm: 3.6558 2020-10-25 05:57:58,129 - mmaction - INFO - Epoch [77][1480/1712] lr: 1.000e-03, eta: 12:39:04, time: 1.101, data_time: 0.018, memory: 5822, loss_cls: 3.0188, loss: 3.0188, grad_norm: 3.5891 2020-10-25 05:58:19,549 - mmaction - INFO - Epoch [77][1500/1712] lr: 1.000e-03, eta: 12:38:41, time: 1.075, data_time: 0.007, memory: 5822, loss_cls: 2.9931, loss: 2.9931, grad_norm: 3.5754 2020-10-25 05:58:42,029 - mmaction - INFO - Epoch [77][1520/1712] lr: 1.000e-03, eta: 12:38:18, time: 1.114, data_time: 0.003, memory: 5822, loss_cls: 3.0005, loss: 3.0005, grad_norm: 3.7506 2020-10-25 05:59:04,203 - mmaction - INFO - Epoch [77][1540/1712] lr: 1.000e-03, eta: 12:37:55, time: 1.117, data_time: 0.011, memory: 5822, loss_cls: 2.9972, loss: 2.9972, grad_norm: 3.5430 2020-10-25 05:59:26,160 - mmaction - INFO - Epoch [77][1560/1712] lr: 1.000e-03, eta: 12:37:31, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 3.0396, loss: 3.0396, grad_norm: 3.6803 2020-10-25 05:59:48,571 - mmaction - INFO - Epoch [77][1580/1712] lr: 1.000e-03, eta: 12:37:08, time: 1.116, data_time: 0.002, memory: 5822, loss_cls: 3.0103, loss: 3.0103, grad_norm: 3.6841 2020-10-25 06:00:10,897 - mmaction - INFO - Epoch [77][1600/1712] lr: 1.000e-03, eta: 12:36:45, time: 1.120, data_time: 0.006, memory: 5822, loss_cls: 2.9831, loss: 2.9831, grad_norm: 3.6971 2020-10-25 06:00:33,324 - mmaction - INFO - Epoch [77][1620/1712] lr: 1.000e-03, eta: 12:36:22, time: 1.113, data_time: 0.002, memory: 5822, loss_cls: 3.0058, loss: 3.0058, grad_norm: 3.5719 2020-10-25 06:01:04,490 - mmaction - INFO - Epoch [77][1640/1712] lr: 1.000e-03, eta: 12:36:01, time: 1.557, data_time: 0.011, memory: 5822, loss_cls: 3.0211, loss: 3.0211, grad_norm: 3.7202 2020-10-25 06:01:27,178 - mmaction - INFO - Epoch [77][1660/1712] lr: 1.000e-03, eta: 12:35:38, time: 1.143, data_time: 0.166, memory: 5822, loss_cls: 2.9843, loss: 2.9843, grad_norm: 3.6046 2020-10-25 06:01:49,404 - mmaction - INFO - Epoch [77][1680/1712] lr: 1.000e-03, eta: 12:35:15, time: 1.107, data_time: 0.002, memory: 5822, loss_cls: 3.0753, loss: 3.0753, grad_norm: 3.6485 2020-10-25 06:02:11,932 - mmaction - INFO - Epoch [77][1700/1712] lr: 1.000e-03, eta: 12:34:52, time: 1.131, data_time: 0.008, memory: 5822, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.6421 2020-10-25 06:03:18,751 - mmaction - INFO - Epoch [78][20/1712] lr: 1.000e-03, eta: 12:34:18, time: 2.316, data_time: 1.373, memory: 5822, loss_cls: 2.9882, loss: 2.9882, grad_norm: 3.5688 2020-10-25 06:03:41,717 - mmaction - INFO - Epoch [78][40/1712] lr: 1.000e-03, eta: 12:33:55, time: 1.152, data_time: 0.017, memory: 5822, loss_cls: 3.0083, loss: 3.0083, grad_norm: 3.6310 2020-10-25 06:04:05,222 - mmaction - INFO - Epoch [78][60/1712] lr: 1.000e-03, eta: 12:33:32, time: 1.175, data_time: 0.003, memory: 5822, loss_cls: 3.0221, loss: 3.0221, grad_norm: 3.6946 2020-10-25 06:04:28,117 - mmaction - INFO - Epoch [78][80/1712] lr: 1.000e-03, eta: 12:33:09, time: 1.139, data_time: 0.002, memory: 5822, loss_cls: 2.9318, loss: 2.9318, grad_norm: 3.5925 2020-10-25 06:04:50,142 - mmaction - INFO - Epoch [78][100/1712] lr: 1.000e-03, eta: 12:32:46, time: 1.107, data_time: 0.007, memory: 5822, loss_cls: 3.0501, loss: 3.0501, grad_norm: 3.6697 2020-10-25 06:05:13,546 - mmaction - INFO - Epoch [78][120/1712] lr: 1.000e-03, eta: 12:32:23, time: 1.168, data_time: 0.004, memory: 5822, loss_cls: 3.0206, loss: 3.0206, grad_norm: 3.5674 2020-10-25 06:05:35,711 - mmaction - INFO - Epoch [78][140/1712] lr: 1.000e-03, eta: 12:32:00, time: 1.106, data_time: 0.009, memory: 5822, loss_cls: 2.9652, loss: 2.9652, grad_norm: 3.5794 2020-10-25 06:05:58,545 - mmaction - INFO - Epoch [78][160/1712] lr: 1.000e-03, eta: 12:31:36, time: 1.142, data_time: 0.007, memory: 5822, loss_cls: 3.0150, loss: 3.0150, grad_norm: 3.7061 2020-10-25 06:06:20,645 - mmaction - INFO - Epoch [78][180/1712] lr: 1.000e-03, eta: 12:31:13, time: 1.108, data_time: 0.005, memory: 5822, loss_cls: 2.9776, loss: 2.9776, grad_norm: 3.6653 2020-10-25 06:06:43,331 - mmaction - INFO - Epoch [78][200/1712] lr: 1.000e-03, eta: 12:30:50, time: 1.135, data_time: 0.002, memory: 5822, loss_cls: 2.9678, loss: 2.9678, grad_norm: 3.6268 2020-10-25 06:07:06,060 - mmaction - INFO - Epoch [78][220/1712] lr: 1.000e-03, eta: 12:30:27, time: 1.137, data_time: 0.003, memory: 5822, loss_cls: 2.9817, loss: 2.9817, grad_norm: 3.5251 2020-10-25 06:07:28,714 - mmaction - INFO - Epoch [78][240/1712] lr: 1.000e-03, eta: 12:30:04, time: 1.131, data_time: 0.002, memory: 5822, loss_cls: 2.9867, loss: 2.9867, grad_norm: 3.6139 2020-10-25 06:07:52,118 - mmaction - INFO - Epoch [78][260/1712] lr: 1.000e-03, eta: 12:29:41, time: 1.164, data_time: 0.002, memory: 5822, loss_cls: 2.9450, loss: 2.9450, grad_norm: 3.5320 2020-10-25 06:08:14,765 - mmaction - INFO - Epoch [78][280/1712] lr: 1.000e-03, eta: 12:29:18, time: 1.139, data_time: 0.009, memory: 5822, loss_cls: 2.9862, loss: 2.9862, grad_norm: 3.7430 2020-10-25 06:08:37,939 - mmaction - INFO - Epoch [78][300/1712] lr: 1.000e-03, eta: 12:28:55, time: 1.158, data_time: 0.002, memory: 5822, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.5650 2020-10-25 06:09:00,279 - mmaction - INFO - Epoch [78][320/1712] lr: 1.000e-03, eta: 12:28:32, time: 1.117, data_time: 0.003, memory: 5822, loss_cls: 2.9880, loss: 2.9880, grad_norm: 3.5628 2020-10-25 06:09:23,140 - mmaction - INFO - Epoch [78][340/1712] lr: 1.000e-03, eta: 12:28:09, time: 1.136, data_time: 0.004, memory: 5822, loss_cls: 2.9903, loss: 2.9903, grad_norm: 3.5805 2020-10-25 06:09:45,821 - mmaction - INFO - Epoch [78][360/1712] lr: 1.000e-03, eta: 12:27:46, time: 1.138, data_time: 0.011, memory: 5822, loss_cls: 2.9806, loss: 2.9806, grad_norm: 3.6466 2020-10-25 06:10:08,199 - mmaction - INFO - Epoch [78][380/1712] lr: 1.000e-03, eta: 12:27:22, time: 1.117, data_time: 0.010, memory: 5822, loss_cls: 2.9578, loss: 2.9578, grad_norm: 3.6802 2020-10-25 06:10:31,303 - mmaction - INFO - Epoch [78][400/1712] lr: 1.000e-03, eta: 12:27:00, time: 1.156, data_time: 0.006, memory: 5822, loss_cls: 3.0534, loss: 3.0534, grad_norm: 3.7538 2020-10-25 06:10:54,310 - mmaction - INFO - Epoch [78][420/1712] lr: 1.000e-03, eta: 12:26:37, time: 1.149, data_time: 0.011, memory: 5822, loss_cls: 3.0024, loss: 3.0024, grad_norm: 3.6926 2020-10-25 06:11:16,923 - mmaction - INFO - Epoch [78][440/1712] lr: 1.000e-03, eta: 12:26:13, time: 1.130, data_time: 0.007, memory: 5822, loss_cls: 2.9792, loss: 2.9792, grad_norm: 3.6009 2020-10-25 06:11:39,703 - mmaction - INFO - Epoch [78][460/1712] lr: 1.000e-03, eta: 12:25:50, time: 1.138, data_time: 0.009, memory: 5822, loss_cls: 3.0312, loss: 3.0312, grad_norm: 3.6843 2020-10-25 06:12:01,941 - mmaction - INFO - Epoch [78][480/1712] lr: 1.000e-03, eta: 12:25:27, time: 1.115, data_time: 0.011, memory: 5822, loss_cls: 3.0025, loss: 3.0025, grad_norm: 3.6839 2020-10-25 06:12:24,991 - mmaction - INFO - Epoch [78][500/1712] lr: 1.000e-03, eta: 12:25:04, time: 1.150, data_time: 0.015, memory: 5822, loss_cls: 3.0479, loss: 3.0479, grad_norm: 3.6705 2020-10-25 06:12:47,340 - mmaction - INFO - Epoch [78][520/1712] lr: 1.000e-03, eta: 12:24:41, time: 1.120, data_time: 0.010, memory: 5822, loss_cls: 3.0079, loss: 3.0079, grad_norm: 3.5638 2020-10-25 06:13:09,214 - mmaction - INFO - Epoch [78][540/1712] lr: 1.000e-03, eta: 12:24:18, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 2.9995, loss: 2.9995, grad_norm: 3.6204 2020-10-25 06:13:31,625 - mmaction - INFO - Epoch [78][560/1712] lr: 1.000e-03, eta: 12:23:54, time: 1.111, data_time: 0.002, memory: 5822, loss_cls: 2.9524, loss: 2.9524, grad_norm: 3.5752 2020-10-25 06:13:53,305 - mmaction - INFO - Epoch [78][580/1712] lr: 1.000e-03, eta: 12:23:31, time: 1.084, data_time: 0.011, memory: 5822, loss_cls: 2.9871, loss: 2.9871, grad_norm: 3.5907 2020-10-25 06:14:15,342 - mmaction - INFO - Epoch [78][600/1712] lr: 1.000e-03, eta: 12:23:08, time: 1.110, data_time: 0.012, memory: 5822, loss_cls: 3.0019, loss: 3.0019, grad_norm: 3.6404 2020-10-25 06:14:37,942 - mmaction - INFO - Epoch [78][620/1712] lr: 1.000e-03, eta: 12:22:45, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 3.0006, loss: 3.0006, grad_norm: 3.6328 2020-10-25 06:14:59,532 - mmaction - INFO - Epoch [78][640/1712] lr: 1.000e-03, eta: 12:22:21, time: 1.089, data_time: 0.015, memory: 5822, loss_cls: 3.0096, loss: 3.0096, grad_norm: 3.7273 2020-10-25 06:15:21,601 - mmaction - INFO - Epoch [78][660/1712] lr: 1.000e-03, eta: 12:21:58, time: 1.093, data_time: 0.006, memory: 5822, loss_cls: 2.9955, loss: 2.9955, grad_norm: 3.6182 2020-10-25 06:15:43,729 - mmaction - INFO - Epoch [78][680/1712] lr: 1.000e-03, eta: 12:21:35, time: 1.119, data_time: 0.020, memory: 5822, loss_cls: 2.9562, loss: 2.9562, grad_norm: 3.5553 2020-10-25 06:16:06,046 - mmaction - INFO - Epoch [78][700/1712] lr: 1.000e-03, eta: 12:21:12, time: 1.117, data_time: 0.003, memory: 5822, loss_cls: 3.0195, loss: 3.0195, grad_norm: 3.6816 2020-10-25 06:16:27,550 - mmaction - INFO - Epoch [78][720/1712] lr: 1.000e-03, eta: 12:20:48, time: 1.073, data_time: 0.002, memory: 5822, loss_cls: 2.9385, loss: 2.9385, grad_norm: 3.5687 2020-10-25 06:16:49,868 - mmaction - INFO - Epoch [78][740/1712] lr: 1.000e-03, eta: 12:20:25, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 2.9478, loss: 2.9478, grad_norm: 3.6330 2020-10-25 06:17:12,083 - mmaction - INFO - Epoch [78][760/1712] lr: 1.000e-03, eta: 12:20:02, time: 1.117, data_time: 0.009, memory: 5822, loss_cls: 2.9911, loss: 2.9911, grad_norm: 3.5865 2020-10-25 06:17:33,757 - mmaction - INFO - Epoch [78][780/1712] lr: 1.000e-03, eta: 12:19:38, time: 1.085, data_time: 0.004, memory: 5822, loss_cls: 2.9884, loss: 2.9884, grad_norm: 3.5752 2020-10-25 06:17:55,757 - mmaction - INFO - Epoch [78][800/1712] lr: 1.000e-03, eta: 12:19:15, time: 1.096, data_time: 0.003, memory: 5822, loss_cls: 2.9806, loss: 2.9806, grad_norm: 3.6014 2020-10-25 06:18:16,960 - mmaction - INFO - Epoch [78][820/1712] lr: 1.000e-03, eta: 12:18:52, time: 1.065, data_time: 0.007, memory: 5822, loss_cls: 3.0326, loss: 3.0326, grad_norm: 3.6869 2020-10-25 06:18:39,176 - mmaction - INFO - Epoch [78][840/1712] lr: 1.000e-03, eta: 12:18:28, time: 1.107, data_time: 0.002, memory: 5822, loss_cls: 3.0157, loss: 3.0157, grad_norm: 3.5803 2020-10-25 06:19:01,655 - mmaction - INFO - Epoch [78][860/1712] lr: 1.000e-03, eta: 12:18:05, time: 1.122, data_time: 0.007, memory: 5822, loss_cls: 2.9451, loss: 2.9451, grad_norm: 3.5694 2020-10-25 06:19:22,660 - mmaction - INFO - Epoch [78][880/1712] lr: 1.000e-03, eta: 12:17:42, time: 1.051, data_time: 0.006, memory: 5822, loss_cls: 2.9971, loss: 2.9971, grad_norm: 3.6172 2020-10-25 06:19:45,041 - mmaction - INFO - Epoch [78][900/1712] lr: 1.000e-03, eta: 12:17:18, time: 1.121, data_time: 0.006, memory: 5822, loss_cls: 3.0112, loss: 3.0112, grad_norm: 3.6575 2020-10-25 06:20:06,616 - mmaction - INFO - Epoch [78][920/1712] lr: 1.000e-03, eta: 12:16:55, time: 1.077, data_time: 0.005, memory: 5822, loss_cls: 3.0223, loss: 3.0223, grad_norm: 3.7086 2020-10-25 06:20:29,337 - mmaction - INFO - Epoch [78][940/1712] lr: 1.000e-03, eta: 12:16:32, time: 1.140, data_time: 0.009, memory: 5822, loss_cls: 3.0328, loss: 3.0328, grad_norm: 3.6774 2020-10-25 06:20:51,379 - mmaction - INFO - Epoch [78][960/1712] lr: 1.000e-03, eta: 12:16:09, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 3.0060, loss: 3.0060, grad_norm: 3.6089 2020-10-25 06:21:13,705 - mmaction - INFO - Epoch [78][980/1712] lr: 1.000e-03, eta: 12:15:45, time: 1.121, data_time: 0.007, memory: 5822, loss_cls: 3.0223, loss: 3.0223, grad_norm: 3.7630 2020-10-25 06:21:35,268 - mmaction - INFO - Epoch [78][1000/1712] lr: 1.000e-03, eta: 12:15:22, time: 1.072, data_time: 0.001, memory: 5822, loss_cls: 3.0165, loss: 3.0165, grad_norm: 3.7196 2020-10-25 06:21:57,641 - mmaction - INFO - Epoch [78][1020/1712] lr: 1.000e-03, eta: 12:14:59, time: 1.114, data_time: 0.010, memory: 5822, loss_cls: 2.9616, loss: 2.9616, grad_norm: 3.6549 2020-10-25 06:22:19,189 - mmaction - INFO - Epoch [78][1040/1712] lr: 1.000e-03, eta: 12:14:35, time: 1.086, data_time: 0.014, memory: 5822, loss_cls: 3.0588, loss: 3.0588, grad_norm: 3.6975 2020-10-25 06:22:41,312 - mmaction - INFO - Epoch [78][1060/1712] lr: 1.000e-03, eta: 12:14:12, time: 1.104, data_time: 0.003, memory: 5822, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.5576 2020-10-25 06:23:02,806 - mmaction - INFO - Epoch [78][1080/1712] lr: 1.000e-03, eta: 12:13:49, time: 1.073, data_time: 0.006, memory: 5822, loss_cls: 2.9884, loss: 2.9884, grad_norm: 3.6488 2020-10-25 06:23:25,439 - mmaction - INFO - Epoch [78][1100/1712] lr: 1.000e-03, eta: 12:13:26, time: 1.126, data_time: 0.008, memory: 5822, loss_cls: 2.9729, loss: 2.9729, grad_norm: 3.6398 2020-10-25 06:23:46,788 - mmaction - INFO - Epoch [78][1120/1712] lr: 1.000e-03, eta: 12:13:02, time: 1.078, data_time: 0.015, memory: 5822, loss_cls: 2.9991, loss: 2.9991, grad_norm: 3.5782 2020-10-25 06:24:08,529 - mmaction - INFO - Epoch [78][1140/1712] lr: 1.000e-03, eta: 12:12:39, time: 1.082, data_time: 0.004, memory: 5822, loss_cls: 2.9851, loss: 2.9851, grad_norm: 3.6373 2020-10-25 06:24:30,357 - mmaction - INFO - Epoch [78][1160/1712] lr: 1.000e-03, eta: 12:12:16, time: 1.095, data_time: 0.010, memory: 5822, loss_cls: 2.9699, loss: 2.9699, grad_norm: 3.5995 2020-10-25 06:24:52,421 - mmaction - INFO - Epoch [78][1180/1712] lr: 1.000e-03, eta: 12:11:52, time: 1.106, data_time: 0.007, memory: 5822, loss_cls: 3.0257, loss: 3.0257, grad_norm: 3.7153 2020-10-25 06:25:14,773 - mmaction - INFO - Epoch [78][1200/1712] lr: 1.000e-03, eta: 12:11:29, time: 1.116, data_time: 0.004, memory: 5822, loss_cls: 2.9823, loss: 2.9823, grad_norm: 3.6205 2020-10-25 06:25:36,995 - mmaction - INFO - Epoch [78][1220/1712] lr: 1.000e-03, eta: 12:11:06, time: 1.108, data_time: 0.002, memory: 5822, loss_cls: 2.9441, loss: 2.9441, grad_norm: 3.5611 2020-10-25 06:25:58,755 - mmaction - INFO - Epoch [78][1240/1712] lr: 1.000e-03, eta: 12:10:43, time: 1.091, data_time: 0.006, memory: 5822, loss_cls: 3.0678, loss: 3.0678, grad_norm: 3.7159 2020-10-25 06:26:20,467 - mmaction - INFO - Epoch [78][1260/1712] lr: 1.000e-03, eta: 12:10:19, time: 1.087, data_time: 0.029, memory: 5822, loss_cls: 3.0314, loss: 3.0314, grad_norm: 3.6661 2020-10-25 06:26:43,289 - mmaction - INFO - Epoch [78][1280/1712] lr: 1.000e-03, eta: 12:09:56, time: 1.141, data_time: 0.008, memory: 5822, loss_cls: 2.9783, loss: 2.9783, grad_norm: 3.5819 2020-10-25 06:27:04,527 - mmaction - INFO - Epoch [78][1300/1712] lr: 1.000e-03, eta: 12:09:33, time: 1.055, data_time: 0.003, memory: 5822, loss_cls: 2.9700, loss: 2.9700, grad_norm: 3.6339 2020-10-25 06:27:26,689 - mmaction - INFO - Epoch [78][1320/1712] lr: 1.000e-03, eta: 12:09:09, time: 1.107, data_time: 0.012, memory: 5822, loss_cls: 2.9328, loss: 2.9328, grad_norm: 3.5864 2020-10-25 06:27:48,230 - mmaction - INFO - Epoch [78][1340/1712] lr: 1.000e-03, eta: 12:08:46, time: 1.085, data_time: 0.009, memory: 5822, loss_cls: 3.0217, loss: 3.0217, grad_norm: 3.5811 2020-10-25 06:28:10,246 - mmaction - INFO - Epoch [78][1360/1712] lr: 1.000e-03, eta: 12:08:23, time: 1.100, data_time: 0.001, memory: 5822, loss_cls: 3.0163, loss: 3.0163, grad_norm: 3.5925 2020-10-25 06:28:32,888 - mmaction - INFO - Epoch [78][1380/1712] lr: 1.000e-03, eta: 12:08:00, time: 1.133, data_time: 0.005, memory: 5822, loss_cls: 2.9990, loss: 2.9990, grad_norm: 3.6991 2020-10-25 06:28:54,793 - mmaction - INFO - Epoch [78][1400/1712] lr: 1.000e-03, eta: 12:07:36, time: 1.087, data_time: 0.002, memory: 5822, loss_cls: 2.9861, loss: 2.9861, grad_norm: 3.5469 2020-10-25 06:29:16,802 - mmaction - INFO - Epoch [78][1420/1712] lr: 1.000e-03, eta: 12:07:13, time: 1.109, data_time: 0.011, memory: 5822, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.6494 2020-10-25 06:29:38,579 - mmaction - INFO - Epoch [78][1440/1712] lr: 1.000e-03, eta: 12:06:50, time: 1.086, data_time: 0.002, memory: 5822, loss_cls: 2.9948, loss: 2.9948, grad_norm: 3.6403 2020-10-25 06:30:00,675 - mmaction - INFO - Epoch [78][1460/1712] lr: 1.000e-03, eta: 12:06:27, time: 1.108, data_time: 0.006, memory: 5822, loss_cls: 2.9693, loss: 2.9693, grad_norm: 3.6831 2020-10-25 06:30:22,079 - mmaction - INFO - Epoch [78][1480/1712] lr: 1.000e-03, eta: 12:06:03, time: 1.058, data_time: 0.002, memory: 5822, loss_cls: 2.9419, loss: 2.9419, grad_norm: 3.5470 2020-10-25 06:30:44,267 - mmaction - INFO - Epoch [78][1500/1712] lr: 1.000e-03, eta: 12:05:40, time: 1.115, data_time: 0.013, memory: 5822, loss_cls: 3.0328, loss: 3.0328, grad_norm: 3.7384 2020-10-25 06:31:06,504 - mmaction - INFO - Epoch [78][1520/1712] lr: 1.000e-03, eta: 12:05:17, time: 1.116, data_time: 0.009, memory: 5822, loss_cls: 3.0184, loss: 3.0184, grad_norm: 3.6605 2020-10-25 06:31:28,169 - mmaction - INFO - Epoch [78][1540/1712] lr: 1.000e-03, eta: 12:04:53, time: 1.083, data_time: 0.005, memory: 5822, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.6314 2020-10-25 06:31:49,958 - mmaction - INFO - Epoch [78][1560/1712] lr: 1.000e-03, eta: 12:04:30, time: 1.089, data_time: 0.003, memory: 5822, loss_cls: 3.0481, loss: 3.0481, grad_norm: 3.6296 2020-10-25 06:32:11,238 - mmaction - INFO - Epoch [78][1580/1712] lr: 1.000e-03, eta: 12:04:06, time: 1.059, data_time: 0.006, memory: 5822, loss_cls: 2.9750, loss: 2.9750, grad_norm: 3.5974 2020-10-25 06:32:33,017 - mmaction - INFO - Epoch [78][1600/1712] lr: 1.000e-03, eta: 12:03:43, time: 1.095, data_time: 0.011, memory: 5822, loss_cls: 3.0436, loss: 3.0436, grad_norm: 3.7336 2020-10-25 06:32:54,837 - mmaction - INFO - Epoch [78][1620/1712] lr: 1.000e-03, eta: 12:03:20, time: 1.089, data_time: 0.005, memory: 5822, loss_cls: 2.9786, loss: 2.9786, grad_norm: 3.5963 2020-10-25 06:33:16,777 - mmaction - INFO - Epoch [78][1640/1712] lr: 1.000e-03, eta: 12:02:56, time: 1.093, data_time: 0.006, memory: 5822, loss_cls: 3.0085, loss: 3.0085, grad_norm: 3.5889 2020-10-25 06:33:38,851 - mmaction - INFO - Epoch [78][1660/1712] lr: 1.000e-03, eta: 12:02:33, time: 1.111, data_time: 0.009, memory: 5822, loss_cls: 3.0173, loss: 3.0173, grad_norm: 3.6501 2020-10-25 06:34:01,211 - mmaction - INFO - Epoch [78][1680/1712] lr: 1.000e-03, eta: 12:02:10, time: 1.116, data_time: 0.004, memory: 5822, loss_cls: 3.0384, loss: 3.0384, grad_norm: 3.7275 2020-10-25 06:34:23,453 - mmaction - INFO - Epoch [78][1700/1712] lr: 1.000e-03, eta: 12:01:47, time: 1.114, data_time: 0.003, memory: 5822, loss_cls: 2.9779, loss: 2.9779, grad_norm: 3.6445 2020-10-25 06:35:14,180 - mmaction - INFO - Epoch [79][20/1712] lr: 1.000e-03, eta: 12:01:10, time: 1.850, data_time: 1.302, memory: 5822, loss_cls: 2.9526, loss: 2.9526, grad_norm: 3.6229 2020-10-25 06:35:38,275 - mmaction - INFO - Epoch [79][40/1712] lr: 1.000e-03, eta: 12:00:48, time: 1.206, data_time: 0.097, memory: 5822, loss_cls: 2.9891, loss: 2.9891, grad_norm: 3.6736 2020-10-25 06:36:02,287 - mmaction - INFO - Epoch [79][60/1712] lr: 1.000e-03, eta: 12:00:25, time: 1.199, data_time: 0.003, memory: 5822, loss_cls: 2.9855, loss: 2.9855, grad_norm: 3.6140 2020-10-25 06:36:25,933 - mmaction - INFO - Epoch [79][80/1712] lr: 1.000e-03, eta: 12:00:02, time: 1.183, data_time: 0.005, memory: 5822, loss_cls: 2.9915, loss: 2.9915, grad_norm: 3.7200 2020-10-25 06:36:48,730 - mmaction - INFO - Epoch [79][100/1712] lr: 1.000e-03, eta: 11:59:39, time: 1.139, data_time: 0.005, memory: 5822, loss_cls: 2.9612, loss: 2.9612, grad_norm: 3.6298 2020-10-25 06:37:10,305 - mmaction - INFO - Epoch [79][120/1712] lr: 1.000e-03, eta: 11:59:16, time: 1.077, data_time: 0.006, memory: 5822, loss_cls: 3.0082, loss: 3.0082, grad_norm: 3.6779 2020-10-25 06:37:32,394 - mmaction - INFO - Epoch [79][140/1712] lr: 1.000e-03, eta: 11:58:52, time: 1.108, data_time: 0.008, memory: 5822, loss_cls: 3.0085, loss: 3.0085, grad_norm: 3.6613 2020-10-25 06:37:53,526 - mmaction - INFO - Epoch [79][160/1712] lr: 1.000e-03, eta: 11:58:29, time: 1.059, data_time: 0.004, memory: 5822, loss_cls: 3.0100, loss: 3.0100, grad_norm: 3.6315 2020-10-25 06:38:15,855 - mmaction - INFO - Epoch [79][180/1712] lr: 1.000e-03, eta: 11:58:06, time: 1.105, data_time: 0.002, memory: 5822, loss_cls: 3.0369, loss: 3.0369, grad_norm: 3.6772 2020-10-25 06:38:38,021 - mmaction - INFO - Epoch [79][200/1712] lr: 1.000e-03, eta: 11:57:42, time: 1.114, data_time: 0.012, memory: 5822, loss_cls: 3.0015, loss: 3.0015, grad_norm: 3.7426 2020-10-25 06:39:00,341 - mmaction - INFO - Epoch [79][220/1712] lr: 1.000e-03, eta: 11:57:19, time: 1.111, data_time: 0.007, memory: 5822, loss_cls: 3.0538, loss: 3.0538, grad_norm: 3.7737 2020-10-25 06:39:22,255 - mmaction - INFO - Epoch [79][240/1712] lr: 1.000e-03, eta: 11:56:56, time: 1.106, data_time: 0.014, memory: 5822, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.7180 2020-10-25 06:39:44,452 - mmaction - INFO - Epoch [79][260/1712] lr: 1.000e-03, eta: 11:56:33, time: 1.103, data_time: 0.001, memory: 5822, loss_cls: 2.9541, loss: 2.9541, grad_norm: 3.6709 2020-10-25 06:40:06,678 - mmaction - INFO - Epoch [79][280/1712] lr: 1.000e-03, eta: 11:56:10, time: 1.116, data_time: 0.008, memory: 5822, loss_cls: 2.9840, loss: 2.9840, grad_norm: 3.6208 2020-10-25 06:40:28,588 - mmaction - INFO - Epoch [79][300/1712] lr: 1.000e-03, eta: 11:55:46, time: 1.094, data_time: 0.008, memory: 5822, loss_cls: 3.0317, loss: 3.0317, grad_norm: 3.6525 2020-10-25 06:40:50,905 - mmaction - INFO - Epoch [79][320/1712] lr: 1.000e-03, eta: 11:55:23, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 2.9944, loss: 2.9944, grad_norm: 3.5845 2020-10-25 06:41:12,964 - mmaction - INFO - Epoch [79][340/1712] lr: 1.000e-03, eta: 11:55:00, time: 1.105, data_time: 0.010, memory: 5822, loss_cls: 3.0120, loss: 3.0120, grad_norm: 3.5956 2020-10-25 06:41:34,729 - mmaction - INFO - Epoch [79][360/1712] lr: 1.000e-03, eta: 11:54:37, time: 1.088, data_time: 0.006, memory: 5822, loss_cls: 2.9831, loss: 2.9831, grad_norm: 3.5992 2020-10-25 06:41:56,553 - mmaction - INFO - Epoch [79][380/1712] lr: 1.000e-03, eta: 11:54:13, time: 1.093, data_time: 0.004, memory: 5822, loss_cls: 3.0155, loss: 3.0155, grad_norm: 3.6753 2020-10-25 06:42:18,753 - mmaction - INFO - Epoch [79][400/1712] lr: 1.000e-03, eta: 11:53:50, time: 1.109, data_time: 0.002, memory: 5822, loss_cls: 2.9721, loss: 2.9721, grad_norm: 3.6167 2020-10-25 06:42:40,549 - mmaction - INFO - Epoch [79][420/1712] lr: 1.000e-03, eta: 11:53:27, time: 1.089, data_time: 0.003, memory: 5822, loss_cls: 2.9752, loss: 2.9752, grad_norm: 3.5746 2020-10-25 06:43:02,610 - mmaction - INFO - Epoch [79][440/1712] lr: 1.000e-03, eta: 11:53:03, time: 1.099, data_time: 0.003, memory: 5822, loss_cls: 2.9754, loss: 2.9754, grad_norm: 3.6464 2020-10-25 06:43:24,904 - mmaction - INFO - Epoch [79][460/1712] lr: 1.000e-03, eta: 11:52:40, time: 1.110, data_time: 0.008, memory: 5822, loss_cls: 3.0000, loss: 3.0000, grad_norm: 3.6222 2020-10-25 06:43:47,177 - mmaction - INFO - Epoch [79][480/1712] lr: 1.000e-03, eta: 11:52:17, time: 1.123, data_time: 0.012, memory: 5822, loss_cls: 2.9601, loss: 2.9601, grad_norm: 3.6709 2020-10-25 06:44:08,327 - mmaction - INFO - Epoch [79][500/1712] lr: 1.000e-03, eta: 11:51:54, time: 1.053, data_time: 0.001, memory: 5822, loss_cls: 2.9955, loss: 2.9955, grad_norm: 3.6389 2020-10-25 06:44:30,853 - mmaction - INFO - Epoch [79][520/1712] lr: 1.000e-03, eta: 11:51:30, time: 1.127, data_time: 0.005, memory: 5822, loss_cls: 3.0795, loss: 3.0795, grad_norm: 3.7729 2020-10-25 06:44:53,216 - mmaction - INFO - Epoch [79][540/1712] lr: 1.000e-03, eta: 11:51:07, time: 1.122, data_time: 0.007, memory: 5822, loss_cls: 3.0023, loss: 3.0023, grad_norm: 3.7419 2020-10-25 06:45:15,310 - mmaction - INFO - Epoch [79][560/1712] lr: 1.000e-03, eta: 11:50:44, time: 1.105, data_time: 0.002, memory: 5822, loss_cls: 2.9525, loss: 2.9525, grad_norm: 3.5960 2020-10-25 06:45:37,218 - mmaction - INFO - Epoch [79][580/1712] lr: 1.000e-03, eta: 11:50:21, time: 1.092, data_time: 0.001, memory: 5822, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.6442 2020-10-25 06:45:58,930 - mmaction - INFO - Epoch [79][600/1712] lr: 1.000e-03, eta: 11:49:57, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 2.9927, loss: 2.9927, grad_norm: 3.6322 2020-10-25 06:46:21,613 - mmaction - INFO - Epoch [79][620/1712] lr: 1.000e-03, eta: 11:49:34, time: 1.137, data_time: 0.029, memory: 5822, loss_cls: 3.0276, loss: 3.0276, grad_norm: 3.6207 2020-10-25 06:46:43,253 - mmaction - INFO - Epoch [79][640/1712] lr: 1.000e-03, eta: 11:49:11, time: 1.087, data_time: 0.007, memory: 5822, loss_cls: 2.9791, loss: 2.9791, grad_norm: 3.5682 2020-10-25 06:47:04,631 - mmaction - INFO - Epoch [79][660/1712] lr: 1.000e-03, eta: 11:48:48, time: 1.069, data_time: 0.003, memory: 5822, loss_cls: 3.0123, loss: 3.0123, grad_norm: 3.6317 2020-10-25 06:47:26,519 - mmaction - INFO - Epoch [79][680/1712] lr: 1.000e-03, eta: 11:48:24, time: 1.086, data_time: 0.002, memory: 5822, loss_cls: 3.0195, loss: 3.0195, grad_norm: 3.6416 2020-10-25 06:47:48,533 - mmaction - INFO - Epoch [79][700/1712] lr: 1.000e-03, eta: 11:48:01, time: 1.108, data_time: 0.012, memory: 5822, loss_cls: 2.9627, loss: 2.9627, grad_norm: 3.6252 2020-10-25 06:48:10,444 - mmaction - INFO - Epoch [79][720/1712] lr: 1.000e-03, eta: 11:47:38, time: 1.095, data_time: 0.005, memory: 5822, loss_cls: 2.9774, loss: 2.9774, grad_norm: 3.6065 2020-10-25 06:48:32,134 - mmaction - INFO - Epoch [79][740/1712] lr: 1.000e-03, eta: 11:47:14, time: 1.083, data_time: 0.005, memory: 5822, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.6019 2020-10-25 06:48:53,998 - mmaction - INFO - Epoch [79][760/1712] lr: 1.000e-03, eta: 11:46:51, time: 1.090, data_time: 0.008, memory: 5822, loss_cls: 2.9555, loss: 2.9555, grad_norm: 3.5488 2020-10-25 06:49:16,079 - mmaction - INFO - Epoch [79][780/1712] lr: 1.000e-03, eta: 11:46:28, time: 1.103, data_time: 0.015, memory: 5822, loss_cls: 2.9971, loss: 2.9971, grad_norm: 3.6547 2020-10-25 06:49:38,046 - mmaction - INFO - Epoch [79][800/1712] lr: 1.000e-03, eta: 11:46:05, time: 1.102, data_time: 0.011, memory: 5822, loss_cls: 2.9786, loss: 2.9786, grad_norm: 3.6077 2020-10-25 06:49:59,518 - mmaction - INFO - Epoch [79][820/1712] lr: 1.000e-03, eta: 11:45:41, time: 1.075, data_time: 0.008, memory: 5822, loss_cls: 2.9618, loss: 2.9618, grad_norm: 3.6328 2020-10-25 06:50:21,551 - mmaction - INFO - Epoch [79][840/1712] lr: 1.000e-03, eta: 11:45:18, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 2.9500, loss: 2.9500, grad_norm: 3.5818 2020-10-25 06:50:43,940 - mmaction - INFO - Epoch [79][860/1712] lr: 1.000e-03, eta: 11:44:55, time: 1.115, data_time: 0.008, memory: 5822, loss_cls: 2.9817, loss: 2.9817, grad_norm: 3.5540 2020-10-25 06:51:05,694 - mmaction - INFO - Epoch [79][880/1712] lr: 1.000e-03, eta: 11:44:32, time: 1.094, data_time: 0.013, memory: 5822, loss_cls: 2.9859, loss: 2.9859, grad_norm: 3.5947 2020-10-25 06:51:27,317 - mmaction - INFO - Epoch [79][900/1712] lr: 1.000e-03, eta: 11:44:08, time: 1.081, data_time: 0.006, memory: 5822, loss_cls: 3.0526, loss: 3.0526, grad_norm: 3.6634 2020-10-25 06:51:48,900 - mmaction - INFO - Epoch [79][920/1712] lr: 1.000e-03, eta: 11:43:45, time: 1.081, data_time: 0.005, memory: 5822, loss_cls: 2.9821, loss: 2.9821, grad_norm: 3.6868 2020-10-25 06:52:10,759 - mmaction - INFO - Epoch [79][940/1712] lr: 1.000e-03, eta: 11:43:21, time: 1.088, data_time: 0.003, memory: 5822, loss_cls: 2.9603, loss: 2.9603, grad_norm: 3.6444 2020-10-25 06:52:32,793 - mmaction - INFO - Epoch [79][960/1712] lr: 1.000e-03, eta: 11:42:58, time: 1.094, data_time: 0.007, memory: 5822, loss_cls: 2.9542, loss: 2.9542, grad_norm: 3.6694 2020-10-25 06:52:55,289 - mmaction - INFO - Epoch [79][980/1712] lr: 1.000e-03, eta: 11:42:35, time: 1.132, data_time: 0.015, memory: 5822, loss_cls: 2.9277, loss: 2.9277, grad_norm: 3.6202 2020-10-25 06:53:16,937 - mmaction - INFO - Epoch [79][1000/1712] lr: 1.000e-03, eta: 11:42:12, time: 1.076, data_time: 0.012, memory: 5822, loss_cls: 3.0150, loss: 3.0150, grad_norm: 3.6957 2020-10-25 06:53:38,475 - mmaction - INFO - Epoch [79][1020/1712] lr: 1.000e-03, eta: 11:41:48, time: 1.082, data_time: 0.015, memory: 5822, loss_cls: 3.0036, loss: 3.0036, grad_norm: 3.6340 2020-10-25 06:54:00,373 - mmaction - INFO - Epoch [79][1040/1712] lr: 1.000e-03, eta: 11:41:25, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 2.9796, loss: 2.9796, grad_norm: 3.5679 2020-10-25 06:54:22,267 - mmaction - INFO - Epoch [79][1060/1712] lr: 1.000e-03, eta: 11:41:02, time: 1.090, data_time: 0.008, memory: 5822, loss_cls: 3.0006, loss: 3.0006, grad_norm: 3.6789 2020-10-25 06:54:43,906 - mmaction - INFO - Epoch [79][1080/1712] lr: 1.000e-03, eta: 11:40:38, time: 1.084, data_time: 0.012, memory: 5822, loss_cls: 3.0278, loss: 3.0278, grad_norm: 3.5940 2020-10-25 06:55:05,622 - mmaction - INFO - Epoch [79][1100/1712] lr: 1.000e-03, eta: 11:40:15, time: 1.090, data_time: 0.011, memory: 5822, loss_cls: 3.0471, loss: 3.0471, grad_norm: 3.7737 2020-10-25 06:55:27,917 - mmaction - INFO - Epoch [79][1120/1712] lr: 1.000e-03, eta: 11:39:52, time: 1.116, data_time: 0.008, memory: 5822, loss_cls: 2.9782, loss: 2.9782, grad_norm: 3.6301 2020-10-25 06:55:49,307 - mmaction - INFO - Epoch [79][1140/1712] lr: 1.000e-03, eta: 11:39:29, time: 1.064, data_time: 0.004, memory: 5822, loss_cls: 2.9596, loss: 2.9596, grad_norm: 3.6624 2020-10-25 06:56:11,225 - mmaction - INFO - Epoch [79][1160/1712] lr: 1.000e-03, eta: 11:39:05, time: 1.099, data_time: 0.014, memory: 5822, loss_cls: 2.9908, loss: 2.9908, grad_norm: 3.6978 2020-10-25 06:56:33,772 - mmaction - INFO - Epoch [79][1180/1712] lr: 1.000e-03, eta: 11:38:42, time: 1.131, data_time: 0.007, memory: 5822, loss_cls: 2.9764, loss: 2.9764, grad_norm: 3.6534 2020-10-25 06:56:55,855 - mmaction - INFO - Epoch [79][1200/1712] lr: 1.000e-03, eta: 11:38:19, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 2.9988, loss: 2.9988, grad_norm: 3.7047 2020-10-25 06:57:16,840 - mmaction - INFO - Epoch [79][1220/1712] lr: 1.000e-03, eta: 11:37:56, time: 1.052, data_time: 0.003, memory: 5822, loss_cls: 2.9987, loss: 2.9987, grad_norm: 3.6323 2020-10-25 06:57:39,353 - mmaction - INFO - Epoch [79][1240/1712] lr: 1.000e-03, eta: 11:37:32, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 3.0078, loss: 3.0078, grad_norm: 3.6568 2020-10-25 06:58:00,894 - mmaction - INFO - Epoch [79][1260/1712] lr: 1.000e-03, eta: 11:37:09, time: 1.076, data_time: 0.009, memory: 5822, loss_cls: 3.0002, loss: 3.0002, grad_norm: 3.7075 2020-10-25 06:58:23,270 - mmaction - INFO - Epoch [79][1280/1712] lr: 1.000e-03, eta: 11:36:46, time: 1.124, data_time: 0.008, memory: 5822, loss_cls: 3.0111, loss: 3.0111, grad_norm: 3.6978 2020-10-25 06:58:44,841 - mmaction - INFO - Epoch [79][1300/1712] lr: 1.000e-03, eta: 11:36:23, time: 1.079, data_time: 0.006, memory: 5822, loss_cls: 2.9926, loss: 2.9926, grad_norm: 3.6248 2020-10-25 06:59:07,441 - mmaction - INFO - Epoch [79][1320/1712] lr: 1.000e-03, eta: 11:35:59, time: 1.131, data_time: 0.004, memory: 5822, loss_cls: 2.9968, loss: 2.9968, grad_norm: 3.6098 2020-10-25 06:59:29,124 - mmaction - INFO - Epoch [79][1340/1712] lr: 1.000e-03, eta: 11:35:36, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 3.0022, loss: 3.0022, grad_norm: 3.6797 2020-10-25 06:59:51,077 - mmaction - INFO - Epoch [79][1360/1712] lr: 1.000e-03, eta: 11:35:13, time: 1.092, data_time: 0.008, memory: 5822, loss_cls: 2.9806, loss: 2.9806, grad_norm: 3.6121 2020-10-25 07:00:12,671 - mmaction - INFO - Epoch [79][1380/1712] lr: 1.000e-03, eta: 11:34:49, time: 1.082, data_time: 0.007, memory: 5822, loss_cls: 3.0107, loss: 3.0107, grad_norm: 3.7144 2020-10-25 07:00:34,156 - mmaction - INFO - Epoch [79][1400/1712] lr: 1.000e-03, eta: 11:34:26, time: 1.076, data_time: 0.005, memory: 5822, loss_cls: 2.9474, loss: 2.9474, grad_norm: 3.5175 2020-10-25 07:00:56,320 - mmaction - INFO - Epoch [79][1420/1712] lr: 1.000e-03, eta: 11:34:03, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 2.9656, loss: 2.9656, grad_norm: 3.5843 2020-10-25 07:01:18,277 - mmaction - INFO - Epoch [79][1440/1712] lr: 1.000e-03, eta: 11:33:40, time: 1.097, data_time: 0.004, memory: 5822, loss_cls: 3.0572, loss: 3.0572, grad_norm: 3.6783 2020-10-25 07:01:39,572 - mmaction - INFO - Epoch [79][1460/1712] lr: 1.000e-03, eta: 11:33:16, time: 1.063, data_time: 0.004, memory: 5822, loss_cls: 2.9918, loss: 2.9918, grad_norm: 3.7470 2020-10-25 07:02:01,560 - mmaction - INFO - Epoch [79][1480/1712] lr: 1.000e-03, eta: 11:32:53, time: 1.099, data_time: 0.007, memory: 5822, loss_cls: 3.0079, loss: 3.0079, grad_norm: 3.7698 2020-10-25 07:02:23,597 - mmaction - INFO - Epoch [79][1500/1712] lr: 1.000e-03, eta: 11:32:30, time: 1.104, data_time: 0.008, memory: 5822, loss_cls: 3.0007, loss: 3.0007, grad_norm: 3.7118 2020-10-25 07:02:45,970 - mmaction - INFO - Epoch [79][1520/1712] lr: 1.000e-03, eta: 11:32:07, time: 1.118, data_time: 0.003, memory: 5822, loss_cls: 2.9859, loss: 2.9859, grad_norm: 3.6474 2020-10-25 07:03:07,876 - mmaction - INFO - Epoch [79][1540/1712] lr: 1.000e-03, eta: 11:31:43, time: 1.098, data_time: 0.007, memory: 5822, loss_cls: 3.0064, loss: 3.0064, grad_norm: 3.6963 2020-10-25 07:03:29,395 - mmaction - INFO - Epoch [79][1560/1712] lr: 1.000e-03, eta: 11:31:20, time: 1.073, data_time: 0.002, memory: 5822, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.6925 2020-10-25 07:03:51,997 - mmaction - INFO - Epoch [79][1580/1712] lr: 1.000e-03, eta: 11:30:57, time: 1.125, data_time: 0.010, memory: 5822, loss_cls: 3.0028, loss: 3.0028, grad_norm: 3.6762 2020-10-25 07:04:13,541 - mmaction - INFO - Epoch [79][1600/1712] lr: 1.000e-03, eta: 11:30:34, time: 1.082, data_time: 0.009, memory: 5822, loss_cls: 2.9634, loss: 2.9634, grad_norm: 3.5922 2020-10-25 07:04:35,985 - mmaction - INFO - Epoch [79][1620/1712] lr: 1.000e-03, eta: 11:30:10, time: 1.112, data_time: 0.005, memory: 5822, loss_cls: 3.0008, loss: 3.0008, grad_norm: 3.6604 2020-10-25 07:04:57,539 - mmaction - INFO - Epoch [79][1640/1712] lr: 1.000e-03, eta: 11:29:47, time: 1.087, data_time: 0.016, memory: 5822, loss_cls: 2.9986, loss: 2.9986, grad_norm: 3.6160 2020-10-25 07:05:19,445 - mmaction - INFO - Epoch [79][1660/1712] lr: 1.000e-03, eta: 11:29:24, time: 1.090, data_time: 0.008, memory: 5822, loss_cls: 2.9903, loss: 2.9903, grad_norm: 3.6385 2020-10-25 07:05:41,229 - mmaction - INFO - Epoch [79][1680/1712] lr: 1.000e-03, eta: 11:29:00, time: 1.090, data_time: 0.012, memory: 5822, loss_cls: 3.0227, loss: 3.0227, grad_norm: 3.6459 2020-10-25 07:06:02,998 - mmaction - INFO - Epoch [79][1700/1712] lr: 1.000e-03, eta: 11:28:37, time: 1.094, data_time: 0.013, memory: 5822, loss_cls: 3.0250, loss: 3.0250, grad_norm: 3.6038 2020-10-25 07:06:55,052 - mmaction - INFO - Epoch [80][20/1712] lr: 1.000e-03, eta: 11:28:01, time: 1.908, data_time: 1.431, memory: 5822, loss_cls: 3.0069, loss: 3.0069, grad_norm: 3.7016 2020-10-25 07:07:18,896 - mmaction - INFO - Epoch [80][40/1712] lr: 1.000e-03, eta: 11:27:38, time: 1.195, data_time: 0.424, memory: 5822, loss_cls: 2.9825, loss: 2.9825, grad_norm: 3.5492 2020-10-25 07:07:41,224 - mmaction - INFO - Epoch [80][60/1712] lr: 1.000e-03, eta: 11:27:15, time: 1.115, data_time: 0.003, memory: 5822, loss_cls: 3.0062, loss: 3.0062, grad_norm: 3.6416 2020-10-25 07:08:03,831 - mmaction - INFO - Epoch [80][80/1712] lr: 1.000e-03, eta: 11:26:52, time: 1.131, data_time: 0.002, memory: 5822, loss_cls: 2.9671, loss: 2.9671, grad_norm: 3.6061 2020-10-25 07:08:25,667 - mmaction - INFO - Epoch [80][100/1712] lr: 1.000e-03, eta: 11:26:29, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 3.0021, loss: 3.0021, grad_norm: 3.6805 2020-10-25 07:08:48,230 - mmaction - INFO - Epoch [80][120/1712] lr: 1.000e-03, eta: 11:26:05, time: 1.130, data_time: 0.004, memory: 5822, loss_cls: 2.9668, loss: 2.9668, grad_norm: 3.6280 2020-10-25 07:09:09,925 - mmaction - INFO - Epoch [80][140/1712] lr: 1.000e-03, eta: 11:25:42, time: 1.077, data_time: 0.004, memory: 5822, loss_cls: 2.9758, loss: 2.9758, grad_norm: 3.6022 2020-10-25 07:09:32,301 - mmaction - INFO - Epoch [80][160/1712] lr: 1.000e-03, eta: 11:25:19, time: 1.118, data_time: 0.012, memory: 5822, loss_cls: 2.9776, loss: 2.9776, grad_norm: 3.6121 2020-10-25 07:09:54,044 - mmaction - INFO - Epoch [80][180/1712] lr: 1.000e-03, eta: 11:24:56, time: 1.096, data_time: 0.011, memory: 5822, loss_cls: 2.9754, loss: 2.9754, grad_norm: 3.5901 2020-10-25 07:10:16,091 - mmaction - INFO - Epoch [80][200/1712] lr: 1.000e-03, eta: 11:24:32, time: 1.103, data_time: 0.003, memory: 5822, loss_cls: 2.9676, loss: 2.9676, grad_norm: 3.6669 2020-10-25 07:10:37,734 - mmaction - INFO - Epoch [80][220/1712] lr: 1.000e-03, eta: 11:24:09, time: 1.082, data_time: 0.001, memory: 5822, loss_cls: 3.0558, loss: 3.0558, grad_norm: 3.6003 2020-10-25 07:10:59,815 - mmaction - INFO - Epoch [80][240/1712] lr: 1.000e-03, eta: 11:23:46, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 3.0571, loss: 3.0571, grad_norm: 3.7000 2020-10-25 07:11:22,605 - mmaction - INFO - Epoch [80][260/1712] lr: 1.000e-03, eta: 11:23:23, time: 1.148, data_time: 0.012, memory: 5822, loss_cls: 3.0151, loss: 3.0151, grad_norm: 3.6382 2020-10-25 07:11:44,786 - mmaction - INFO - Epoch [80][280/1712] lr: 1.000e-03, eta: 11:23:00, time: 1.104, data_time: 0.003, memory: 5822, loss_cls: 2.9748, loss: 2.9748, grad_norm: 3.6451 2020-10-25 07:12:07,402 - mmaction - INFO - Epoch [80][300/1712] lr: 1.000e-03, eta: 11:22:37, time: 1.137, data_time: 0.011, memory: 5822, loss_cls: 2.9822, loss: 2.9822, grad_norm: 3.6514 2020-10-25 07:12:29,125 - mmaction - INFO - Epoch [80][320/1712] lr: 1.000e-03, eta: 11:22:13, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.6894 2020-10-25 07:12:51,595 - mmaction - INFO - Epoch [80][340/1712] lr: 1.000e-03, eta: 11:21:50, time: 1.116, data_time: 0.002, memory: 5822, loss_cls: 3.0201, loss: 3.0201, grad_norm: 3.6744 2020-10-25 07:13:14,348 - mmaction - INFO - Epoch [80][360/1712] lr: 1.000e-03, eta: 11:21:27, time: 1.140, data_time: 0.011, memory: 5822, loss_cls: 3.0085, loss: 3.0085, grad_norm: 3.6276 2020-10-25 07:13:36,374 - mmaction - INFO - Epoch [80][380/1712] lr: 1.000e-03, eta: 11:21:04, time: 1.107, data_time: 0.011, memory: 5822, loss_cls: 2.9609, loss: 2.9609, grad_norm: 3.6863 2020-10-25 07:13:58,623 - mmaction - INFO - Epoch [80][400/1712] lr: 1.000e-03, eta: 11:20:41, time: 1.112, data_time: 0.003, memory: 5822, loss_cls: 2.9947, loss: 2.9947, grad_norm: 3.6850 2020-10-25 07:14:20,170 - mmaction - INFO - Epoch [80][420/1712] lr: 1.000e-03, eta: 11:20:17, time: 1.075, data_time: 0.003, memory: 5822, loss_cls: 2.9647, loss: 2.9647, grad_norm: 3.5591 2020-10-25 07:14:42,889 - mmaction - INFO - Epoch [80][440/1712] lr: 1.000e-03, eta: 11:19:54, time: 1.135, data_time: 0.007, memory: 5822, loss_cls: 2.9237, loss: 2.9237, grad_norm: 3.5806 2020-10-25 07:15:04,764 - mmaction - INFO - Epoch [80][460/1712] lr: 1.000e-03, eta: 11:19:31, time: 1.097, data_time: 0.009, memory: 5822, loss_cls: 3.0246, loss: 3.0246, grad_norm: 3.6467 2020-10-25 07:15:26,860 - mmaction - INFO - Epoch [80][480/1712] lr: 1.000e-03, eta: 11:19:08, time: 1.098, data_time: 0.003, memory: 5822, loss_cls: 3.0713, loss: 3.0713, grad_norm: 3.7894 2020-10-25 07:15:48,290 - mmaction - INFO - Epoch [80][500/1712] lr: 1.000e-03, eta: 11:18:45, time: 1.076, data_time: 0.009, memory: 5822, loss_cls: 2.9292, loss: 2.9292, grad_norm: 3.5825 2020-10-25 07:16:10,429 - mmaction - INFO - Epoch [80][520/1712] lr: 1.000e-03, eta: 11:18:21, time: 1.096, data_time: 0.009, memory: 5822, loss_cls: 2.9585, loss: 2.9585, grad_norm: 3.6521 2020-10-25 07:16:32,299 - mmaction - INFO - Epoch [80][540/1712] lr: 1.000e-03, eta: 11:17:58, time: 1.103, data_time: 0.018, memory: 5822, loss_cls: 3.0096, loss: 3.0096, grad_norm: 3.7519 2020-10-25 07:16:54,545 - mmaction - INFO - Epoch [80][560/1712] lr: 1.000e-03, eta: 11:17:35, time: 1.112, data_time: 0.006, memory: 5822, loss_cls: 2.9465, loss: 2.9465, grad_norm: 3.6316 2020-10-25 07:17:16,638 - mmaction - INFO - Epoch [80][580/1712] lr: 1.000e-03, eta: 11:17:12, time: 1.098, data_time: 0.008, memory: 5822, loss_cls: 3.0121, loss: 3.0121, grad_norm: 3.6848 2020-10-25 07:17:39,031 - mmaction - INFO - Epoch [80][600/1712] lr: 1.000e-03, eta: 11:16:49, time: 1.131, data_time: 0.013, memory: 5822, loss_cls: 3.0328, loss: 3.0328, grad_norm: 3.6504 2020-10-25 07:18:01,006 - mmaction - INFO - Epoch [80][620/1712] lr: 1.000e-03, eta: 11:16:25, time: 1.091, data_time: 0.002, memory: 5822, loss_cls: 2.9780, loss: 2.9780, grad_norm: 3.6086 2020-10-25 07:18:22,340 - mmaction - INFO - Epoch [80][640/1712] lr: 1.000e-03, eta: 11:16:02, time: 1.075, data_time: 0.011, memory: 5822, loss_cls: 2.9298, loss: 2.9298, grad_norm: 3.7040 2020-10-25 07:18:44,229 - mmaction - INFO - Epoch [80][660/1712] lr: 1.000e-03, eta: 11:15:39, time: 1.094, data_time: 0.002, memory: 5822, loss_cls: 3.0570, loss: 3.0570, grad_norm: 3.7261 2020-10-25 07:19:06,886 - mmaction - INFO - Epoch [80][680/1712] lr: 1.000e-03, eta: 11:15:16, time: 1.123, data_time: 0.002, memory: 5822, loss_cls: 3.0116, loss: 3.0116, grad_norm: 3.6303 2020-10-25 07:19:29,252 - mmaction - INFO - Epoch [80][700/1712] lr: 1.000e-03, eta: 11:14:53, time: 1.119, data_time: 0.013, memory: 5822, loss_cls: 3.0272, loss: 3.0272, grad_norm: 3.6772 2020-10-25 07:19:51,335 - mmaction - INFO - Epoch [80][720/1712] lr: 1.000e-03, eta: 11:14:29, time: 1.097, data_time: 0.013, memory: 5822, loss_cls: 2.9908, loss: 2.9908, grad_norm: 3.7469 2020-10-25 07:20:13,786 - mmaction - INFO - Epoch [80][740/1712] lr: 1.000e-03, eta: 11:14:06, time: 1.140, data_time: 0.019, memory: 5822, loss_cls: 2.9887, loss: 2.9887, grad_norm: 3.6998 2020-10-25 07:20:35,669 - mmaction - INFO - Epoch [80][760/1712] lr: 1.000e-03, eta: 11:13:43, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 2.9774, loss: 2.9774, grad_norm: 3.6429 2020-10-25 07:20:57,161 - mmaction - INFO - Epoch [80][780/1712] lr: 1.000e-03, eta: 11:13:20, time: 1.075, data_time: 0.003, memory: 5822, loss_cls: 3.0067, loss: 3.0067, grad_norm: 3.6651 2020-10-25 07:21:19,800 - mmaction - INFO - Epoch [80][800/1712] lr: 1.000e-03, eta: 11:12:57, time: 1.133, data_time: 0.002, memory: 5822, loss_cls: 2.9831, loss: 2.9831, grad_norm: 3.6582 2020-10-25 07:21:41,642 - mmaction - INFO - Epoch [80][820/1712] lr: 1.000e-03, eta: 11:12:33, time: 1.089, data_time: 0.002, memory: 5822, loss_cls: 3.0536, loss: 3.0536, grad_norm: 3.7440 2020-10-25 07:22:03,785 - mmaction - INFO - Epoch [80][840/1712] lr: 1.000e-03, eta: 11:12:10, time: 1.101, data_time: 0.008, memory: 5822, loss_cls: 3.0115, loss: 3.0115, grad_norm: 3.6585 2020-10-25 07:22:25,657 - mmaction - INFO - Epoch [80][860/1712] lr: 1.000e-03, eta: 11:11:47, time: 1.102, data_time: 0.013, memory: 5822, loss_cls: 2.9593, loss: 2.9593, grad_norm: 3.6732 2020-10-25 07:22:48,257 - mmaction - INFO - Epoch [80][880/1712] lr: 1.000e-03, eta: 11:11:24, time: 1.120, data_time: 0.003, memory: 5822, loss_cls: 2.9909, loss: 2.9909, grad_norm: 3.6416 2020-10-25 07:23:10,700 - mmaction - INFO - Epoch [80][900/1712] lr: 1.000e-03, eta: 11:11:01, time: 1.133, data_time: 0.012, memory: 5822, loss_cls: 3.0127, loss: 3.0127, grad_norm: 3.7657 2020-10-25 07:23:33,173 - mmaction - INFO - Epoch [80][920/1712] lr: 1.000e-03, eta: 11:10:38, time: 1.108, data_time: 0.002, memory: 5822, loss_cls: 3.0224, loss: 3.0224, grad_norm: 3.7196 2020-10-25 07:23:54,746 - mmaction - INFO - Epoch [80][940/1712] lr: 1.000e-03, eta: 11:10:14, time: 1.089, data_time: 0.018, memory: 5822, loss_cls: 2.9531, loss: 2.9531, grad_norm: 3.6760 2020-10-25 07:24:16,842 - mmaction - INFO - Epoch [80][960/1712] lr: 1.000e-03, eta: 11:09:51, time: 1.109, data_time: 0.008, memory: 5822, loss_cls: 2.9838, loss: 2.9838, grad_norm: 3.7240 2020-10-25 07:24:38,763 - mmaction - INFO - Epoch [80][980/1712] lr: 1.000e-03, eta: 11:09:28, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 2.9714, loss: 2.9714, grad_norm: 3.6611 2020-10-25 07:25:00,555 - mmaction - INFO - Epoch [80][1000/1712] lr: 1.000e-03, eta: 11:09:05, time: 1.088, data_time: 0.005, memory: 5822, loss_cls: 2.9904, loss: 2.9904, grad_norm: 3.6646 2020-10-25 07:25:22,343 - mmaction - INFO - Epoch [80][1020/1712] lr: 1.000e-03, eta: 11:08:41, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 3.0192, loss: 3.0192, grad_norm: 3.7068 2020-10-25 07:25:44,614 - mmaction - INFO - Epoch [80][1040/1712] lr: 1.000e-03, eta: 11:08:18, time: 1.115, data_time: 0.004, memory: 5822, loss_cls: 3.0195, loss: 3.0195, grad_norm: 3.7680 2020-10-25 07:26:06,712 - mmaction - INFO - Epoch [80][1060/1712] lr: 1.000e-03, eta: 11:07:55, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.7371 2020-10-25 07:26:29,470 - mmaction - INFO - Epoch [80][1080/1712] lr: 1.000e-03, eta: 11:07:32, time: 1.141, data_time: 0.004, memory: 5822, loss_cls: 3.0608, loss: 3.0608, grad_norm: 3.7726 2020-10-25 07:26:51,532 - mmaction - INFO - Epoch [80][1100/1712] lr: 1.000e-03, eta: 11:07:09, time: 1.100, data_time: 0.001, memory: 5822, loss_cls: 2.9910, loss: 2.9910, grad_norm: 3.7248 2020-10-25 07:27:14,020 - mmaction - INFO - Epoch [80][1120/1712] lr: 1.000e-03, eta: 11:06:46, time: 1.116, data_time: 0.009, memory: 5822, loss_cls: 2.9654, loss: 2.9654, grad_norm: 3.5928 2020-10-25 07:27:35,758 - mmaction - INFO - Epoch [80][1140/1712] lr: 1.000e-03, eta: 11:06:22, time: 1.094, data_time: 0.015, memory: 5822, loss_cls: 2.9479, loss: 2.9479, grad_norm: 3.7727 2020-10-25 07:27:57,858 - mmaction - INFO - Epoch [80][1160/1712] lr: 1.000e-03, eta: 11:05:59, time: 1.104, data_time: 0.007, memory: 5822, loss_cls: 3.0304, loss: 3.0304, grad_norm: 3.7601 2020-10-25 07:28:19,733 - mmaction - INFO - Epoch [80][1180/1712] lr: 1.000e-03, eta: 11:05:36, time: 1.098, data_time: 0.008, memory: 5822, loss_cls: 2.9845, loss: 2.9845, grad_norm: 3.6609 2020-10-25 07:28:41,749 - mmaction - INFO - Epoch [80][1200/1712] lr: 1.000e-03, eta: 11:05:13, time: 1.099, data_time: 0.003, memory: 5822, loss_cls: 3.0124, loss: 3.0124, grad_norm: 3.7188 2020-10-25 07:29:03,650 - mmaction - INFO - Epoch [80][1220/1712] lr: 1.000e-03, eta: 11:04:49, time: 1.092, data_time: 0.006, memory: 5822, loss_cls: 2.9981, loss: 2.9981, grad_norm: 3.7554 2020-10-25 07:29:26,353 - mmaction - INFO - Epoch [80][1240/1712] lr: 1.000e-03, eta: 11:04:26, time: 1.139, data_time: 0.007, memory: 5822, loss_cls: 3.0124, loss: 3.0124, grad_norm: 3.7187 2020-10-25 07:29:47,370 - mmaction - INFO - Epoch [80][1260/1712] lr: 1.000e-03, eta: 11:04:03, time: 1.051, data_time: 0.004, memory: 5822, loss_cls: 2.9636, loss: 2.9636, grad_norm: 3.6659 2020-10-25 07:30:10,207 - mmaction - INFO - Epoch [80][1280/1712] lr: 1.000e-03, eta: 11:03:40, time: 1.142, data_time: 0.003, memory: 5822, loss_cls: 3.0276, loss: 3.0276, grad_norm: 3.7001 2020-10-25 07:30:32,153 - mmaction - INFO - Epoch [80][1300/1712] lr: 1.000e-03, eta: 11:03:17, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.6784 2020-10-25 07:30:54,287 - mmaction - INFO - Epoch [80][1320/1712] lr: 1.000e-03, eta: 11:02:53, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 3.0007, loss: 3.0007, grad_norm: 3.6479 2020-10-25 07:31:16,510 - mmaction - INFO - Epoch [80][1340/1712] lr: 1.000e-03, eta: 11:02:30, time: 1.120, data_time: 0.012, memory: 5822, loss_cls: 2.9976, loss: 2.9976, grad_norm: 3.6795 2020-10-25 07:31:38,806 - mmaction - INFO - Epoch [80][1360/1712] lr: 1.000e-03, eta: 11:02:07, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 2.9980, loss: 2.9980, grad_norm: 3.7061 2020-10-25 07:32:00,721 - mmaction - INFO - Epoch [80][1380/1712] lr: 1.000e-03, eta: 11:01:44, time: 1.097, data_time: 0.008, memory: 5822, loss_cls: 2.9742, loss: 2.9742, grad_norm: 3.6272 2020-10-25 07:32:23,330 - mmaction - INFO - Epoch [80][1400/1712] lr: 1.000e-03, eta: 11:01:21, time: 1.128, data_time: 0.007, memory: 5822, loss_cls: 2.9571, loss: 2.9571, grad_norm: 3.6899 2020-10-25 07:32:45,365 - mmaction - INFO - Epoch [80][1420/1712] lr: 1.000e-03, eta: 11:00:58, time: 1.099, data_time: 0.011, memory: 5822, loss_cls: 3.0224, loss: 3.0224, grad_norm: 3.8087 2020-10-25 07:33:07,194 - mmaction - INFO - Epoch [80][1440/1712] lr: 1.000e-03, eta: 11:00:34, time: 1.093, data_time: 0.013, memory: 5822, loss_cls: 2.9578, loss: 2.9578, grad_norm: 3.6180 2020-10-25 07:33:29,042 - mmaction - INFO - Epoch [80][1460/1712] lr: 1.000e-03, eta: 11:00:11, time: 1.098, data_time: 0.010, memory: 5822, loss_cls: 2.9757, loss: 2.9757, grad_norm: 3.6137 2020-10-25 07:33:52,092 - mmaction - INFO - Epoch [80][1480/1712] lr: 1.000e-03, eta: 10:59:48, time: 1.139, data_time: 0.005, memory: 5822, loss_cls: 3.0009, loss: 3.0009, grad_norm: 3.7228 2020-10-25 07:34:14,572 - mmaction - INFO - Epoch [80][1500/1712] lr: 1.000e-03, eta: 10:59:25, time: 1.133, data_time: 0.018, memory: 5822, loss_cls: 3.0399, loss: 3.0399, grad_norm: 3.6703 2020-10-25 07:34:37,738 - mmaction - INFO - Epoch [80][1520/1712] lr: 1.000e-03, eta: 10:59:02, time: 1.166, data_time: 0.009, memory: 5822, loss_cls: 2.9516, loss: 2.9516, grad_norm: 3.6109 2020-10-25 07:34:58,646 - mmaction - INFO - Epoch [80][1540/1712] lr: 1.000e-03, eta: 10:58:39, time: 1.042, data_time: 0.005, memory: 5822, loss_cls: 3.0158, loss: 3.0158, grad_norm: 3.7485 2020-10-25 07:35:20,961 - mmaction - INFO - Epoch [80][1560/1712] lr: 1.000e-03, eta: 10:58:16, time: 1.114, data_time: 0.012, memory: 5822, loss_cls: 2.9648, loss: 2.9648, grad_norm: 3.5677 2020-10-25 07:35:42,877 - mmaction - INFO - Epoch [80][1580/1712] lr: 1.000e-03, eta: 10:57:52, time: 1.095, data_time: 0.007, memory: 5822, loss_cls: 2.9834, loss: 2.9834, grad_norm: 3.6402 2020-10-25 07:36:04,708 - mmaction - INFO - Epoch [80][1600/1712] lr: 1.000e-03, eta: 10:57:29, time: 1.092, data_time: 0.007, memory: 5822, loss_cls: 3.0517, loss: 3.0517, grad_norm: 3.7638 2020-10-25 07:36:26,736 - mmaction - INFO - Epoch [80][1620/1712] lr: 1.000e-03, eta: 10:57:06, time: 1.101, data_time: 0.008, memory: 5822, loss_cls: 3.0145, loss: 3.0145, grad_norm: 3.6584 2020-10-25 07:36:48,753 - mmaction - INFO - Epoch [80][1640/1712] lr: 1.000e-03, eta: 10:56:43, time: 1.097, data_time: 0.009, memory: 5822, loss_cls: 2.9764, loss: 2.9764, grad_norm: 3.6139 2020-10-25 07:37:11,401 - mmaction - INFO - Epoch [80][1660/1712] lr: 1.000e-03, eta: 10:56:20, time: 1.142, data_time: 0.010, memory: 5822, loss_cls: 2.9837, loss: 2.9837, grad_norm: 3.7103 2020-10-25 07:37:33,888 - mmaction - INFO - Epoch [80][1680/1712] lr: 1.000e-03, eta: 10:55:57, time: 1.124, data_time: 0.002, memory: 5822, loss_cls: 3.0217, loss: 3.0217, grad_norm: 3.6628 2020-10-25 07:37:55,351 - mmaction - INFO - Epoch [80][1700/1712] lr: 1.000e-03, eta: 10:55:33, time: 1.070, data_time: 0.004, memory: 5822, loss_cls: 2.9844, loss: 2.9844, grad_norm: 3.5613 2020-10-25 07:38:09,229 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-10-25 07:41:14,000 - mmaction - INFO - Epoch [81][20/1712] lr: 1.000e-04, eta: 10:54:55, time: 1.590, data_time: 1.038, memory: 5822, loss_cls: 2.9451, loss: 2.9451, grad_norm: 3.6238 2020-10-25 07:41:37,208 - mmaction - INFO - Epoch [81][40/1712] lr: 1.000e-04, eta: 10:54:32, time: 1.160, data_time: 0.528, memory: 5822, loss_cls: 3.0107, loss: 3.0107, grad_norm: 3.6483 2020-10-25 07:42:00,278 - mmaction - INFO - Epoch [81][60/1712] lr: 1.000e-04, eta: 10:54:09, time: 1.152, data_time: 0.511, memory: 5822, loss_cls: 3.0160, loss: 3.0160, grad_norm: 3.6626 2020-10-25 07:42:23,479 - mmaction - INFO - Epoch [81][80/1712] lr: 1.000e-04, eta: 10:53:46, time: 1.154, data_time: 0.491, memory: 5822, loss_cls: 3.0129, loss: 3.0129, grad_norm: 3.7553 2020-10-25 07:42:46,605 - mmaction - INFO - Epoch [81][100/1712] lr: 1.000e-04, eta: 10:53:24, time: 1.159, data_time: 0.552, memory: 5822, loss_cls: 2.9806, loss: 2.9806, grad_norm: 3.6069 2020-10-25 07:43:08,912 - mmaction - INFO - Epoch [81][120/1712] lr: 1.000e-04, eta: 10:53:00, time: 1.116, data_time: 0.502, memory: 5822, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.7115 2020-10-25 07:43:31,589 - mmaction - INFO - Epoch [81][140/1712] lr: 1.000e-04, eta: 10:52:37, time: 1.133, data_time: 0.510, memory: 5822, loss_cls: 2.9357, loss: 2.9357, grad_norm: 3.6187 2020-10-25 07:43:53,286 - mmaction - INFO - Epoch [81][160/1712] lr: 1.000e-04, eta: 10:52:14, time: 1.088, data_time: 0.528, memory: 5822, loss_cls: 2.9921, loss: 2.9921, grad_norm: 3.6516 2020-10-25 07:44:15,805 - mmaction - INFO - Epoch [81][180/1712] lr: 1.000e-04, eta: 10:51:51, time: 1.121, data_time: 0.533, memory: 5822, loss_cls: 3.0356, loss: 3.0356, grad_norm: 3.6866 2020-10-25 07:44:37,320 - mmaction - INFO - Epoch [81][200/1712] lr: 1.000e-04, eta: 10:51:28, time: 1.083, data_time: 0.475, memory: 5822, loss_cls: 3.0022, loss: 3.0022, grad_norm: 3.5782 2020-10-25 07:44:59,590 - mmaction - INFO - Epoch [81][220/1712] lr: 1.000e-04, eta: 10:51:05, time: 1.109, data_time: 0.500, memory: 5822, loss_cls: 2.9960, loss: 2.9960, grad_norm: 3.6456 2020-10-25 07:45:21,849 - mmaction - INFO - Epoch [81][240/1712] lr: 1.000e-04, eta: 10:50:41, time: 1.110, data_time: 0.266, memory: 5822, loss_cls: 2.9945, loss: 2.9945, grad_norm: 3.5963 2020-10-25 07:45:44,000 - mmaction - INFO - Epoch [81][260/1712] lr: 1.000e-04, eta: 10:50:18, time: 1.112, data_time: 0.056, memory: 5822, loss_cls: 2.9853, loss: 2.9853, grad_norm: 3.7463 2020-10-25 07:46:05,853 - mmaction - INFO - Epoch [81][280/1712] lr: 1.000e-04, eta: 10:49:55, time: 1.089, data_time: 0.006, memory: 5822, loss_cls: 2.9847, loss: 2.9847, grad_norm: 3.6692 2020-10-25 07:46:27,884 - mmaction - INFO - Epoch [81][300/1712] lr: 1.000e-04, eta: 10:49:32, time: 1.104, data_time: 0.007, memory: 5822, loss_cls: 2.9242, loss: 2.9242, grad_norm: 3.5483 2020-10-25 07:46:50,636 - mmaction - INFO - Epoch [81][320/1712] lr: 1.000e-04, eta: 10:49:09, time: 1.136, data_time: 0.008, memory: 5822, loss_cls: 2.9653, loss: 2.9653, grad_norm: 3.5912 2020-10-25 07:47:12,076 - mmaction - INFO - Epoch [81][340/1712] lr: 1.000e-04, eta: 10:48:45, time: 1.076, data_time: 0.007, memory: 5822, loss_cls: 2.9706, loss: 2.9706, grad_norm: 3.6323 2020-10-25 07:47:33,792 - mmaction - INFO - Epoch [81][360/1712] lr: 1.000e-04, eta: 10:48:22, time: 1.083, data_time: 0.001, memory: 5822, loss_cls: 3.0704, loss: 3.0704, grad_norm: 3.7161 2020-10-25 07:47:55,939 - mmaction - INFO - Epoch [81][380/1712] lr: 1.000e-04, eta: 10:47:59, time: 1.103, data_time: 0.005, memory: 5822, loss_cls: 3.0051, loss: 3.0051, grad_norm: 3.5947 2020-10-25 07:48:18,447 - mmaction - INFO - Epoch [81][400/1712] lr: 1.000e-04, eta: 10:47:36, time: 1.130, data_time: 0.012, memory: 5822, loss_cls: 2.9665, loss: 2.9665, grad_norm: 3.6042 2020-10-25 07:48:40,513 - mmaction - INFO - Epoch [81][420/1712] lr: 1.000e-04, eta: 10:47:13, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 3.0166, loss: 3.0166, grad_norm: 3.5688 2020-10-25 07:49:02,024 - mmaction - INFO - Epoch [81][440/1712] lr: 1.000e-04, eta: 10:46:49, time: 1.080, data_time: 0.008, memory: 5822, loss_cls: 2.9487, loss: 2.9487, grad_norm: 3.6032 2020-10-25 07:49:24,288 - mmaction - INFO - Epoch [81][460/1712] lr: 1.000e-04, eta: 10:46:26, time: 1.101, data_time: 0.001, memory: 5822, loss_cls: 2.9737, loss: 2.9737, grad_norm: 3.5448 2020-10-25 07:49:45,693 - mmaction - INFO - Epoch [81][480/1712] lr: 1.000e-04, eta: 10:46:03, time: 1.082, data_time: 0.014, memory: 5822, loss_cls: 3.0469, loss: 3.0469, grad_norm: 3.7305 2020-10-25 07:50:07,996 - mmaction - INFO - Epoch [81][500/1712] lr: 1.000e-04, eta: 10:45:40, time: 1.115, data_time: 0.002, memory: 5822, loss_cls: 2.9721, loss: 2.9721, grad_norm: 3.6526 2020-10-25 07:50:30,376 - mmaction - INFO - Epoch [81][520/1712] lr: 1.000e-04, eta: 10:45:17, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 3.0395, loss: 3.0395, grad_norm: 3.7042 2020-10-25 07:50:52,627 - mmaction - INFO - Epoch [81][540/1712] lr: 1.000e-04, eta: 10:44:54, time: 1.109, data_time: 0.003, memory: 5822, loss_cls: 2.9474, loss: 2.9474, grad_norm: 3.6428 2020-10-25 07:51:14,004 - mmaction - INFO - Epoch [81][560/1712] lr: 1.000e-04, eta: 10:44:30, time: 1.073, data_time: 0.006, memory: 5822, loss_cls: 2.9573, loss: 2.9573, grad_norm: 3.6584 2020-10-25 07:51:35,999 - mmaction - INFO - Epoch [81][580/1712] lr: 1.000e-04, eta: 10:44:07, time: 1.096, data_time: 0.001, memory: 5822, loss_cls: 3.0153, loss: 3.0153, grad_norm: 3.6792 2020-10-25 07:51:57,443 - mmaction - INFO - Epoch [81][600/1712] lr: 1.000e-04, eta: 10:43:44, time: 1.076, data_time: 0.006, memory: 5822, loss_cls: 2.9355, loss: 2.9355, grad_norm: 3.5295 2020-10-25 07:52:19,140 - mmaction - INFO - Epoch [81][620/1712] lr: 1.000e-04, eta: 10:43:20, time: 1.084, data_time: 0.001, memory: 5822, loss_cls: 2.9703, loss: 2.9703, grad_norm: 3.6638 2020-10-25 07:52:41,168 - mmaction - INFO - Epoch [81][640/1712] lr: 1.000e-04, eta: 10:42:57, time: 1.098, data_time: 0.006, memory: 5822, loss_cls: 2.9962, loss: 2.9962, grad_norm: 3.7178 2020-10-25 07:53:03,023 - mmaction - INFO - Epoch [81][660/1712] lr: 1.000e-04, eta: 10:42:34, time: 1.094, data_time: 0.008, memory: 5822, loss_cls: 2.9545, loss: 2.9545, grad_norm: 3.6124 2020-10-25 07:53:24,988 - mmaction - INFO - Epoch [81][680/1712] lr: 1.000e-04, eta: 10:42:11, time: 1.096, data_time: 0.005, memory: 5822, loss_cls: 2.9995, loss: 2.9995, grad_norm: 3.6387 2020-10-25 07:53:46,914 - mmaction - INFO - Epoch [81][700/1712] lr: 1.000e-04, eta: 10:41:48, time: 1.099, data_time: 0.007, memory: 5822, loss_cls: 2.8978, loss: 2.8978, grad_norm: 3.5274 2020-10-25 07:54:08,966 - mmaction - INFO - Epoch [81][720/1712] lr: 1.000e-04, eta: 10:41:24, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 2.9794, loss: 2.9794, grad_norm: 3.5642 2020-10-25 07:54:30,439 - mmaction - INFO - Epoch [81][740/1712] lr: 1.000e-04, eta: 10:41:01, time: 1.079, data_time: 0.008, memory: 5822, loss_cls: 2.9801, loss: 2.9801, grad_norm: 3.6047 2020-10-25 07:54:52,438 - mmaction - INFO - Epoch [81][760/1712] lr: 1.000e-04, eta: 10:40:38, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 3.0148, loss: 3.0148, grad_norm: 3.6365 2020-10-25 07:55:14,635 - mmaction - INFO - Epoch [81][780/1712] lr: 1.000e-04, eta: 10:40:15, time: 1.120, data_time: 0.012, memory: 5822, loss_cls: 2.9574, loss: 2.9574, grad_norm: 3.5883 2020-10-25 07:55:37,090 - mmaction - INFO - Epoch [81][800/1712] lr: 1.000e-04, eta: 10:39:52, time: 1.119, data_time: 0.006, memory: 5822, loss_cls: 3.0315, loss: 3.0315, grad_norm: 3.6766 2020-10-25 07:55:59,268 - mmaction - INFO - Epoch [81][820/1712] lr: 1.000e-04, eta: 10:39:28, time: 1.102, data_time: 0.007, memory: 5822, loss_cls: 2.9706, loss: 2.9706, grad_norm: 3.6063 2020-10-25 07:56:21,311 - mmaction - INFO - Epoch [81][840/1712] lr: 1.000e-04, eta: 10:39:05, time: 1.111, data_time: 0.057, memory: 5822, loss_cls: 2.9731, loss: 2.9731, grad_norm: 3.6211 2020-10-25 07:56:43,965 - mmaction - INFO - Epoch [81][860/1712] lr: 1.000e-04, eta: 10:38:42, time: 1.126, data_time: 0.130, memory: 5822, loss_cls: 3.0104, loss: 3.0104, grad_norm: 3.7023 2020-10-25 07:57:05,842 - mmaction - INFO - Epoch [81][880/1712] lr: 1.000e-04, eta: 10:38:19, time: 1.101, data_time: 0.365, memory: 5822, loss_cls: 2.9494, loss: 2.9494, grad_norm: 3.5142 2020-10-25 07:57:28,190 - mmaction - INFO - Epoch [81][900/1712] lr: 1.000e-04, eta: 10:37:56, time: 1.117, data_time: 0.509, memory: 5822, loss_cls: 2.9346, loss: 2.9346, grad_norm: 3.5765 2020-10-25 07:57:51,268 - mmaction - INFO - Epoch [81][920/1712] lr: 1.000e-04, eta: 10:37:33, time: 1.143, data_time: 0.550, memory: 5822, loss_cls: 3.0371, loss: 3.0371, grad_norm: 3.7176 2020-10-25 07:58:13,274 - mmaction - INFO - Epoch [81][940/1712] lr: 1.000e-04, eta: 10:37:10, time: 1.109, data_time: 0.521, memory: 5822, loss_cls: 2.9587, loss: 2.9587, grad_norm: 3.5691 2020-10-25 07:58:35,437 - mmaction - INFO - Epoch [81][960/1712] lr: 1.000e-04, eta: 10:36:47, time: 1.112, data_time: 0.484, memory: 5822, loss_cls: 2.9785, loss: 2.9785, grad_norm: 3.7061 2020-10-25 07:58:57,723 - mmaction - INFO - Epoch [81][980/1712] lr: 1.000e-04, eta: 10:36:23, time: 1.110, data_time: 0.491, memory: 5822, loss_cls: 2.9525, loss: 2.9525, grad_norm: 3.5612 2020-10-25 07:59:20,142 - mmaction - INFO - Epoch [81][1000/1712] lr: 1.000e-04, eta: 10:36:00, time: 1.114, data_time: 0.493, memory: 5822, loss_cls: 2.9511, loss: 2.9511, grad_norm: 3.5890 2020-10-25 07:59:41,543 - mmaction - INFO - Epoch [81][1020/1712] lr: 1.000e-04, eta: 10:35:37, time: 1.079, data_time: 0.486, memory: 5822, loss_cls: 3.0173, loss: 3.0173, grad_norm: 3.6297 2020-10-25 08:00:03,738 - mmaction - INFO - Epoch [81][1040/1712] lr: 1.000e-04, eta: 10:35:14, time: 1.112, data_time: 0.496, memory: 5822, loss_cls: 2.9788, loss: 2.9788, grad_norm: 3.5442 2020-10-25 08:00:26,571 - mmaction - INFO - Epoch [81][1060/1712] lr: 1.000e-04, eta: 10:34:51, time: 1.135, data_time: 0.518, memory: 5822, loss_cls: 2.9694, loss: 2.9694, grad_norm: 3.5971 2020-10-25 08:00:48,162 - mmaction - INFO - Epoch [81][1080/1712] lr: 1.000e-04, eta: 10:34:28, time: 1.085, data_time: 0.462, memory: 5822, loss_cls: 2.9332, loss: 2.9332, grad_norm: 3.6082 2020-10-25 08:01:10,266 - mmaction - INFO - Epoch [81][1100/1712] lr: 1.000e-04, eta: 10:34:04, time: 1.106, data_time: 0.478, memory: 5822, loss_cls: 2.9716, loss: 2.9716, grad_norm: 3.6336 2020-10-25 08:01:32,284 - mmaction - INFO - Epoch [81][1120/1712] lr: 1.000e-04, eta: 10:33:41, time: 1.099, data_time: 0.483, memory: 5822, loss_cls: 2.9493, loss: 2.9493, grad_norm: 3.6316 2020-10-25 08:01:53,491 - mmaction - INFO - Epoch [81][1140/1712] lr: 1.000e-04, eta: 10:33:18, time: 1.061, data_time: 0.471, memory: 5822, loss_cls: 2.9683, loss: 2.9683, grad_norm: 3.5944 2020-10-25 08:02:15,968 - mmaction - INFO - Epoch [81][1160/1712] lr: 1.000e-04, eta: 10:32:55, time: 1.125, data_time: 0.480, memory: 5822, loss_cls: 2.9166, loss: 2.9166, grad_norm: 3.5693 2020-10-25 08:02:37,154 - mmaction - INFO - Epoch [81][1180/1712] lr: 1.000e-04, eta: 10:32:31, time: 1.056, data_time: 0.425, memory: 5822, loss_cls: 2.9910, loss: 2.9910, grad_norm: 3.6566 2020-10-25 08:02:59,144 - mmaction - INFO - Epoch [81][1200/1712] lr: 1.000e-04, eta: 10:32:08, time: 1.100, data_time: 0.490, memory: 5822, loss_cls: 2.9672, loss: 2.9672, grad_norm: 3.5164 2020-10-25 08:03:20,905 - mmaction - INFO - Epoch [81][1220/1712] lr: 1.000e-04, eta: 10:31:45, time: 1.087, data_time: 0.472, memory: 5822, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.5635 2020-10-25 08:03:42,569 - mmaction - INFO - Epoch [81][1240/1712] lr: 1.000e-04, eta: 10:31:22, time: 1.083, data_time: 0.474, memory: 5822, loss_cls: 2.9245, loss: 2.9245, grad_norm: 3.5605 2020-10-25 08:04:04,843 - mmaction - INFO - Epoch [81][1260/1712] lr: 1.000e-04, eta: 10:30:59, time: 1.116, data_time: 0.481, memory: 5822, loss_cls: 2.9862, loss: 2.9862, grad_norm: 3.6214 2020-10-25 08:04:26,577 - mmaction - INFO - Epoch [81][1280/1712] lr: 1.000e-04, eta: 10:30:35, time: 1.082, data_time: 0.488, memory: 5822, loss_cls: 2.9543, loss: 2.9543, grad_norm: 3.5451 2020-10-25 08:04:48,649 - mmaction - INFO - Epoch [81][1300/1712] lr: 1.000e-04, eta: 10:30:12, time: 1.104, data_time: 0.493, memory: 5822, loss_cls: 2.9444, loss: 2.9444, grad_norm: 3.5912 2020-10-25 08:05:10,857 - mmaction - INFO - Epoch [81][1320/1712] lr: 1.000e-04, eta: 10:29:49, time: 1.110, data_time: 0.486, memory: 5822, loss_cls: 3.0464, loss: 3.0464, grad_norm: 3.6629 2020-10-25 08:05:32,493 - mmaction - INFO - Epoch [81][1340/1712] lr: 1.000e-04, eta: 10:29:26, time: 1.083, data_time: 0.490, memory: 5822, loss_cls: 2.9943, loss: 2.9943, grad_norm: 3.6168 2020-10-25 08:05:54,545 - mmaction - INFO - Epoch [81][1360/1712] lr: 1.000e-04, eta: 10:29:03, time: 1.106, data_time: 0.500, memory: 5822, loss_cls: 2.9409, loss: 2.9409, grad_norm: 3.6179 2020-10-25 08:06:16,119 - mmaction - INFO - Epoch [81][1380/1712] lr: 1.000e-04, eta: 10:28:39, time: 1.079, data_time: 0.464, memory: 5822, loss_cls: 3.0202, loss: 3.0202, grad_norm: 3.6371 2020-10-25 08:06:38,151 - mmaction - INFO - Epoch [81][1400/1712] lr: 1.000e-04, eta: 10:28:16, time: 1.098, data_time: 0.468, memory: 5822, loss_cls: 2.9877, loss: 2.9877, grad_norm: 3.6717 2020-10-25 08:07:00,110 - mmaction - INFO - Epoch [81][1420/1712] lr: 1.000e-04, eta: 10:27:53, time: 1.099, data_time: 0.507, memory: 5822, loss_cls: 3.0526, loss: 3.0526, grad_norm: 3.6890 2020-10-25 08:07:22,699 - mmaction - INFO - Epoch [81][1440/1712] lr: 1.000e-04, eta: 10:27:30, time: 1.130, data_time: 0.488, memory: 5822, loss_cls: 2.9494, loss: 2.9494, grad_norm: 3.5923 2020-10-25 08:07:44,850 - mmaction - INFO - Epoch [81][1460/1712] lr: 1.000e-04, eta: 10:27:07, time: 1.106, data_time: 0.493, memory: 5822, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.6479 2020-10-25 08:08:06,676 - mmaction - INFO - Epoch [81][1480/1712] lr: 1.000e-04, eta: 10:26:44, time: 1.092, data_time: 0.474, memory: 5822, loss_cls: 2.9184, loss: 2.9184, grad_norm: 3.5304 2020-10-25 08:08:28,950 - mmaction - INFO - Epoch [81][1500/1712] lr: 1.000e-04, eta: 10:26:20, time: 1.112, data_time: 0.483, memory: 5822, loss_cls: 2.9926, loss: 2.9926, grad_norm: 3.6835 2020-10-25 08:08:51,050 - mmaction - INFO - Epoch [81][1520/1712] lr: 1.000e-04, eta: 10:25:57, time: 1.096, data_time: 0.502, memory: 5822, loss_cls: 2.9776, loss: 2.9776, grad_norm: 3.5937 2020-10-25 08:09:13,124 - mmaction - INFO - Epoch [81][1540/1712] lr: 1.000e-04, eta: 10:25:34, time: 1.114, data_time: 0.511, memory: 5822, loss_cls: 2.9455, loss: 2.9455, grad_norm: 3.6419 2020-10-25 08:09:35,130 - mmaction - INFO - Epoch [81][1560/1712] lr: 1.000e-04, eta: 10:25:11, time: 1.100, data_time: 0.453, memory: 5822, loss_cls: 2.9926, loss: 2.9926, grad_norm: 3.6694 2020-10-25 08:09:56,671 - mmaction - INFO - Epoch [81][1580/1712] lr: 1.000e-04, eta: 10:24:48, time: 1.079, data_time: 0.472, memory: 5822, loss_cls: 2.9738, loss: 2.9738, grad_norm: 3.6249 2020-10-25 08:10:18,778 - mmaction - INFO - Epoch [81][1600/1712] lr: 1.000e-04, eta: 10:24:24, time: 1.098, data_time: 0.493, memory: 5822, loss_cls: 3.0184, loss: 3.0184, grad_norm: 3.6573 2020-10-25 08:10:40,606 - mmaction - INFO - Epoch [81][1620/1712] lr: 1.000e-04, eta: 10:24:01, time: 1.100, data_time: 0.489, memory: 5822, loss_cls: 3.0077, loss: 3.0077, grad_norm: 3.6830 2020-10-25 08:11:02,690 - mmaction - INFO - Epoch [81][1640/1712] lr: 1.000e-04, eta: 10:23:38, time: 1.099, data_time: 0.480, memory: 5822, loss_cls: 2.9610, loss: 2.9610, grad_norm: 3.6437 2020-10-25 08:11:24,252 - mmaction - INFO - Epoch [81][1660/1712] lr: 1.000e-04, eta: 10:23:15, time: 1.084, data_time: 0.469, memory: 5822, loss_cls: 2.9441, loss: 2.9441, grad_norm: 3.6394 2020-10-25 08:11:46,384 - mmaction - INFO - Epoch [81][1680/1712] lr: 1.000e-04, eta: 10:22:52, time: 1.104, data_time: 0.502, memory: 5822, loss_cls: 3.0090, loss: 3.0090, grad_norm: 3.6608 2020-10-25 08:12:09,388 - mmaction - INFO - Epoch [81][1700/1712] lr: 1.000e-04, eta: 10:22:29, time: 1.147, data_time: 0.491, memory: 5822, loss_cls: 2.9236, loss: 2.9236, grad_norm: 3.6236 2020-10-25 08:13:00,560 - mmaction - INFO - Epoch [82][20/1712] lr: 1.000e-04, eta: 10:21:52, time: 1.907, data_time: 1.352, memory: 5822, loss_cls: 2.9212, loss: 2.9212, grad_norm: 3.5552 2020-10-25 08:13:23,320 - mmaction - INFO - Epoch [82][40/1712] lr: 1.000e-04, eta: 10:21:29, time: 1.137, data_time: 0.517, memory: 5822, loss_cls: 3.0103, loss: 3.0103, grad_norm: 3.6567 2020-10-25 08:13:46,205 - mmaction - INFO - Epoch [82][60/1712] lr: 1.000e-04, eta: 10:21:06, time: 1.139, data_time: 0.443, memory: 5822, loss_cls: 2.9687, loss: 2.9687, grad_norm: 3.7112 2020-10-25 08:14:08,478 - mmaction - INFO - Epoch [82][80/1712] lr: 1.000e-04, eta: 10:20:43, time: 1.119, data_time: 0.032, memory: 5822, loss_cls: 2.9781, loss: 2.9781, grad_norm: 3.7127 2020-10-25 08:14:30,308 - mmaction - INFO - Epoch [82][100/1712] lr: 1.000e-04, eta: 10:20:20, time: 1.089, data_time: 0.002, memory: 5822, loss_cls: 2.9905, loss: 2.9905, grad_norm: 3.6055 2020-10-25 08:14:52,404 - mmaction - INFO - Epoch [82][120/1712] lr: 1.000e-04, eta: 10:19:57, time: 1.092, data_time: 0.012, memory: 5822, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.6544 2020-10-25 08:15:14,059 - mmaction - INFO - Epoch [82][140/1712] lr: 1.000e-04, eta: 10:19:34, time: 1.095, data_time: 0.019, memory: 5822, loss_cls: 3.0103, loss: 3.0103, grad_norm: 3.7087 2020-10-25 08:15:35,537 - mmaction - INFO - Epoch [82][160/1712] lr: 1.000e-04, eta: 10:19:10, time: 1.069, data_time: 0.007, memory: 5822, loss_cls: 2.9987, loss: 2.9987, grad_norm: 3.6594 2020-10-25 08:15:57,812 - mmaction - INFO - Epoch [82][180/1712] lr: 1.000e-04, eta: 10:18:47, time: 1.120, data_time: 0.010, memory: 5822, loss_cls: 2.9843, loss: 2.9843, grad_norm: 3.5761 2020-10-25 08:16:19,260 - mmaction - INFO - Epoch [82][200/1712] lr: 1.000e-04, eta: 10:18:24, time: 1.074, data_time: 0.005, memory: 5822, loss_cls: 2.9259, loss: 2.9259, grad_norm: 3.6391 2020-10-25 08:16:41,978 - mmaction - INFO - Epoch [82][220/1712] lr: 1.000e-04, eta: 10:18:01, time: 1.135, data_time: 0.011, memory: 5822, loss_cls: 2.9443, loss: 2.9443, grad_norm: 3.5246 2020-10-25 08:17:03,367 - mmaction - INFO - Epoch [82][240/1712] lr: 1.000e-04, eta: 10:17:38, time: 1.071, data_time: 0.006, memory: 5822, loss_cls: 2.9740, loss: 2.9740, grad_norm: 3.6490 2020-10-25 08:17:25,163 - mmaction - INFO - Epoch [82][260/1712] lr: 1.000e-04, eta: 10:17:14, time: 1.087, data_time: 0.005, memory: 5822, loss_cls: 2.9729, loss: 2.9729, grad_norm: 3.6477 2020-10-25 08:17:47,374 - mmaction - INFO - Epoch [82][280/1712] lr: 1.000e-04, eta: 10:16:51, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 2.9233, loss: 2.9233, grad_norm: 3.6152 2020-10-25 08:18:08,584 - mmaction - INFO - Epoch [82][300/1712] lr: 1.000e-04, eta: 10:16:28, time: 1.065, data_time: 0.014, memory: 5822, loss_cls: 2.9491, loss: 2.9491, grad_norm: 3.5511 2020-10-25 08:18:30,947 - mmaction - INFO - Epoch [82][320/1712] lr: 1.000e-04, eta: 10:16:05, time: 1.114, data_time: 0.002, memory: 5822, loss_cls: 2.9715, loss: 2.9715, grad_norm: 3.6786 2020-10-25 08:18:52,724 - mmaction - INFO - Epoch [82][340/1712] lr: 1.000e-04, eta: 10:15:41, time: 1.094, data_time: 0.007, memory: 5822, loss_cls: 3.0285, loss: 3.0285, grad_norm: 3.7390 2020-10-25 08:19:14,104 - mmaction - INFO - Epoch [82][360/1712] lr: 1.000e-04, eta: 10:15:18, time: 1.065, data_time: 0.003, memory: 5822, loss_cls: 2.9788, loss: 2.9788, grad_norm: 3.5946 2020-10-25 08:19:35,563 - mmaction - INFO - Epoch [82][380/1712] lr: 1.000e-04, eta: 10:14:55, time: 1.077, data_time: 0.007, memory: 5822, loss_cls: 2.9336, loss: 2.9336, grad_norm: 3.6359 2020-10-25 08:19:58,083 - mmaction - INFO - Epoch [82][400/1712] lr: 1.000e-04, eta: 10:14:32, time: 1.122, data_time: 0.003, memory: 5822, loss_cls: 3.0143, loss: 3.0143, grad_norm: 3.6838 2020-10-25 08:20:19,641 - mmaction - INFO - Epoch [82][420/1712] lr: 1.000e-04, eta: 10:14:09, time: 1.076, data_time: 0.006, memory: 5822, loss_cls: 2.9524, loss: 2.9524, grad_norm: 3.5674 2020-10-25 08:20:41,231 - mmaction - INFO - Epoch [82][440/1712] lr: 1.000e-04, eta: 10:13:45, time: 1.081, data_time: 0.008, memory: 5822, loss_cls: 2.9534, loss: 2.9534, grad_norm: 3.5490 2020-10-25 08:21:03,069 - mmaction - INFO - Epoch [82][460/1712] lr: 1.000e-04, eta: 10:13:22, time: 1.090, data_time: 0.007, memory: 5822, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.7288 2020-10-25 08:21:25,447 - mmaction - INFO - Epoch [82][480/1712] lr: 1.000e-04, eta: 10:12:59, time: 1.126, data_time: 0.009, memory: 5822, loss_cls: 2.9451, loss: 2.9451, grad_norm: 3.6053 2020-10-25 08:21:47,459 - mmaction - INFO - Epoch [82][500/1712] lr: 1.000e-04, eta: 10:12:36, time: 1.094, data_time: 0.002, memory: 5822, loss_cls: 2.9796, loss: 2.9796, grad_norm: 3.6995 2020-10-25 08:22:09,024 - mmaction - INFO - Epoch [82][520/1712] lr: 1.000e-04, eta: 10:12:13, time: 1.081, data_time: 0.011, memory: 5822, loss_cls: 2.9533, loss: 2.9533, grad_norm: 3.6253 2020-10-25 08:22:31,667 - mmaction - INFO - Epoch [82][540/1712] lr: 1.000e-04, eta: 10:11:50, time: 1.132, data_time: 0.006, memory: 5822, loss_cls: 2.9675, loss: 2.9675, grad_norm: 3.6218 2020-10-25 08:22:53,800 - mmaction - INFO - Epoch [82][560/1712] lr: 1.000e-04, eta: 10:11:26, time: 1.102, data_time: 0.006, memory: 5822, loss_cls: 3.0017, loss: 3.0017, grad_norm: 3.6866 2020-10-25 08:23:15,390 - mmaction - INFO - Epoch [82][580/1712] lr: 1.000e-04, eta: 10:11:03, time: 1.088, data_time: 0.010, memory: 5822, loss_cls: 2.9334, loss: 2.9334, grad_norm: 3.5887 2020-10-25 08:23:37,648 - mmaction - INFO - Epoch [82][600/1712] lr: 1.000e-04, eta: 10:10:40, time: 1.111, data_time: 0.005, memory: 5822, loss_cls: 2.9661, loss: 2.9661, grad_norm: 3.6734 2020-10-25 08:23:59,474 - mmaction - INFO - Epoch [82][620/1712] lr: 1.000e-04, eta: 10:10:17, time: 1.090, data_time: 0.007, memory: 5822, loss_cls: 2.9595, loss: 2.9595, grad_norm: 3.5922 2020-10-25 08:24:21,517 - mmaction - INFO - Epoch [82][640/1712] lr: 1.000e-04, eta: 10:09:54, time: 1.102, data_time: 0.006, memory: 5822, loss_cls: 3.0041, loss: 3.0041, grad_norm: 3.6777 2020-10-25 08:24:43,187 - mmaction - INFO - Epoch [82][660/1712] lr: 1.000e-04, eta: 10:09:30, time: 1.083, data_time: 0.007, memory: 5822, loss_cls: 3.0191, loss: 3.0191, grad_norm: 3.5750 2020-10-25 08:25:05,662 - mmaction - INFO - Epoch [82][680/1712] lr: 1.000e-04, eta: 10:09:07, time: 1.124, data_time: 0.008, memory: 5822, loss_cls: 2.9845, loss: 2.9845, grad_norm: 3.6389 2020-10-25 08:25:27,787 - mmaction - INFO - Epoch [82][700/1712] lr: 1.000e-04, eta: 10:08:44, time: 1.106, data_time: 0.008, memory: 5822, loss_cls: 3.0005, loss: 3.0005, grad_norm: 3.7130 2020-10-25 08:25:50,480 - mmaction - INFO - Epoch [82][720/1712] lr: 1.000e-04, eta: 10:08:21, time: 1.133, data_time: 0.016, memory: 5822, loss_cls: 3.0536, loss: 3.0536, grad_norm: 3.6791 2020-10-25 08:26:12,487 - mmaction - INFO - Epoch [82][740/1712] lr: 1.000e-04, eta: 10:07:58, time: 1.098, data_time: 0.009, memory: 5822, loss_cls: 2.9985, loss: 2.9985, grad_norm: 3.6675 2020-10-25 08:26:34,731 - mmaction - INFO - Epoch [82][760/1712] lr: 1.000e-04, eta: 10:07:35, time: 1.115, data_time: 0.012, memory: 5822, loss_cls: 3.0030, loss: 3.0030, grad_norm: 3.7089 2020-10-25 08:26:57,091 - mmaction - INFO - Epoch [82][780/1712] lr: 1.000e-04, eta: 10:07:12, time: 1.121, data_time: 0.012, memory: 5822, loss_cls: 2.9808, loss: 2.9808, grad_norm: 3.5596 2020-10-25 08:27:19,284 - mmaction - INFO - Epoch [82][800/1712] lr: 1.000e-04, eta: 10:06:49, time: 1.113, data_time: 0.009, memory: 5822, loss_cls: 2.9627, loss: 2.9627, grad_norm: 3.6063 2020-10-25 08:27:40,633 - mmaction - INFO - Epoch [82][820/1712] lr: 1.000e-04, eta: 10:06:25, time: 1.056, data_time: 0.005, memory: 5822, loss_cls: 3.0425, loss: 3.0425, grad_norm: 3.7182 2020-10-25 08:28:01,706 - mmaction - INFO - Epoch [82][840/1712] lr: 1.000e-04, eta: 10:06:02, time: 1.059, data_time: 0.013, memory: 5822, loss_cls: 2.9439, loss: 2.9439, grad_norm: 3.6377 2020-10-25 08:28:23,669 - mmaction - INFO - Epoch [82][860/1712] lr: 1.000e-04, eta: 10:05:39, time: 1.104, data_time: 0.010, memory: 5822, loss_cls: 2.9322, loss: 2.9322, grad_norm: 3.6638 2020-10-25 08:28:45,330 - mmaction - INFO - Epoch [82][880/1712] lr: 1.000e-04, eta: 10:05:16, time: 1.082, data_time: 0.003, memory: 5822, loss_cls: 2.9507, loss: 2.9507, grad_norm: 3.6067 2020-10-25 08:29:07,007 - mmaction - INFO - Epoch [82][900/1712] lr: 1.000e-04, eta: 10:04:52, time: 1.084, data_time: 0.004, memory: 5822, loss_cls: 2.9887, loss: 2.9887, grad_norm: 3.6762 2020-10-25 08:29:29,325 - mmaction - INFO - Epoch [82][920/1712] lr: 1.000e-04, eta: 10:04:29, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 2.9725, loss: 2.9725, grad_norm: 3.6578 2020-10-25 08:29:51,611 - mmaction - INFO - Epoch [82][940/1712] lr: 1.000e-04, eta: 10:04:06, time: 1.124, data_time: 0.011, memory: 5822, loss_cls: 2.9505, loss: 2.9505, grad_norm: 3.6226 2020-10-25 08:30:13,032 - mmaction - INFO - Epoch [82][960/1712] lr: 1.000e-04, eta: 10:03:43, time: 1.068, data_time: 0.002, memory: 5822, loss_cls: 2.9449, loss: 2.9449, grad_norm: 3.6522 2020-10-25 08:30:35,260 - mmaction - INFO - Epoch [82][980/1712] lr: 1.000e-04, eta: 10:03:20, time: 1.104, data_time: 0.005, memory: 5822, loss_cls: 2.9736, loss: 2.9736, grad_norm: 3.5985 2020-10-25 08:30:57,331 - mmaction - INFO - Epoch [82][1000/1712] lr: 1.000e-04, eta: 10:02:57, time: 1.113, data_time: 0.012, memory: 5822, loss_cls: 3.0494, loss: 3.0494, grad_norm: 3.7226 2020-10-25 08:31:20,218 - mmaction - INFO - Epoch [82][1020/1712] lr: 1.000e-04, eta: 10:02:34, time: 1.139, data_time: 0.004, memory: 5822, loss_cls: 2.9510, loss: 2.9510, grad_norm: 3.5817 2020-10-25 08:31:42,112 - mmaction - INFO - Epoch [82][1040/1712] lr: 1.000e-04, eta: 10:02:10, time: 1.100, data_time: 0.008, memory: 5822, loss_cls: 2.9276, loss: 2.9276, grad_norm: 3.6548 2020-10-25 08:32:04,235 - mmaction - INFO - Epoch [82][1060/1712] lr: 1.000e-04, eta: 10:01:47, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 2.9902, loss: 2.9902, grad_norm: 3.6364 2020-10-25 08:32:25,859 - mmaction - INFO - Epoch [82][1080/1712] lr: 1.000e-04, eta: 10:01:24, time: 1.087, data_time: 0.009, memory: 5822, loss_cls: 2.9278, loss: 2.9278, grad_norm: 3.5471 2020-10-25 08:32:48,302 - mmaction - INFO - Epoch [82][1100/1712] lr: 1.000e-04, eta: 10:01:01, time: 1.122, data_time: 0.005, memory: 5822, loss_cls: 3.0122, loss: 3.0122, grad_norm: 3.7351 2020-10-25 08:33:10,529 - mmaction - INFO - Epoch [82][1120/1712] lr: 1.000e-04, eta: 10:00:38, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 2.9922, loss: 2.9922, grad_norm: 3.7382 2020-10-25 08:33:32,348 - mmaction - INFO - Epoch [82][1140/1712] lr: 1.000e-04, eta: 10:00:15, time: 1.082, data_time: 0.005, memory: 5822, loss_cls: 2.9817, loss: 2.9817, grad_norm: 3.6073 2020-10-25 08:33:54,768 - mmaction - INFO - Epoch [82][1160/1712] lr: 1.000e-04, eta: 9:59:52, time: 1.133, data_time: 0.015, memory: 5822, loss_cls: 2.9402, loss: 2.9402, grad_norm: 3.5780 2020-10-25 08:34:16,635 - mmaction - INFO - Epoch [82][1180/1712] lr: 1.000e-04, eta: 9:59:28, time: 1.092, data_time: 0.003, memory: 5822, loss_cls: 3.0301, loss: 3.0301, grad_norm: 3.6937 2020-10-25 08:34:39,173 - mmaction - INFO - Epoch [82][1200/1712] lr: 1.000e-04, eta: 9:59:05, time: 1.126, data_time: 0.007, memory: 5822, loss_cls: 2.9434, loss: 2.9434, grad_norm: 3.5734 2020-10-25 08:35:00,975 - mmaction - INFO - Epoch [82][1220/1712] lr: 1.000e-04, eta: 9:58:42, time: 1.093, data_time: 0.006, memory: 5822, loss_cls: 2.9877, loss: 2.9877, grad_norm: 3.6227 2020-10-25 08:35:23,322 - mmaction - INFO - Epoch [82][1240/1712] lr: 1.000e-04, eta: 9:58:19, time: 1.108, data_time: 0.002, memory: 5822, loss_cls: 2.9722, loss: 2.9722, grad_norm: 3.5905 2020-10-25 08:35:45,602 - mmaction - INFO - Epoch [82][1260/1712] lr: 1.000e-04, eta: 9:57:56, time: 1.119, data_time: 0.010, memory: 5822, loss_cls: 2.9838, loss: 2.9838, grad_norm: 3.5984 2020-10-25 08:36:07,976 - mmaction - INFO - Epoch [82][1280/1712] lr: 1.000e-04, eta: 9:57:33, time: 1.121, data_time: 0.006, memory: 5822, loss_cls: 2.9772, loss: 2.9772, grad_norm: 3.6927 2020-10-25 08:36:29,987 - mmaction - INFO - Epoch [82][1300/1712] lr: 1.000e-04, eta: 9:57:10, time: 1.102, data_time: 0.004, memory: 5822, loss_cls: 2.9704, loss: 2.9704, grad_norm: 3.6504 2020-10-25 08:36:51,687 - mmaction - INFO - Epoch [82][1320/1712] lr: 1.000e-04, eta: 9:56:47, time: 1.076, data_time: 0.004, memory: 5822, loss_cls: 2.9851, loss: 2.9851, grad_norm: 3.7438 2020-10-25 08:37:13,327 - mmaction - INFO - Epoch [82][1340/1712] lr: 1.000e-04, eta: 9:56:23, time: 1.084, data_time: 0.012, memory: 5822, loss_cls: 3.0337, loss: 3.0337, grad_norm: 3.7612 2020-10-25 08:37:35,695 - mmaction - INFO - Epoch [82][1360/1712] lr: 1.000e-04, eta: 9:56:00, time: 1.124, data_time: 0.010, memory: 5822, loss_cls: 2.9878, loss: 2.9878, grad_norm: 3.6212 2020-10-25 08:37:57,381 - mmaction - INFO - Epoch [82][1380/1712] lr: 1.000e-04, eta: 9:55:37, time: 1.080, data_time: 0.004, memory: 5822, loss_cls: 2.9842, loss: 2.9842, grad_norm: 3.6612 2020-10-25 08:38:19,590 - mmaction - INFO - Epoch [82][1400/1712] lr: 1.000e-04, eta: 9:55:14, time: 1.113, data_time: 0.008, memory: 5822, loss_cls: 2.9454, loss: 2.9454, grad_norm: 3.7055 2020-10-25 08:38:41,726 - mmaction - INFO - Epoch [82][1420/1712] lr: 1.000e-04, eta: 9:54:51, time: 1.103, data_time: 0.010, memory: 5822, loss_cls: 2.9490, loss: 2.9490, grad_norm: 3.6618 2020-10-25 08:39:04,042 - mmaction - INFO - Epoch [82][1440/1712] lr: 1.000e-04, eta: 9:54:28, time: 1.122, data_time: 0.008, memory: 5822, loss_cls: 2.9430, loss: 2.9430, grad_norm: 3.6685 2020-10-25 08:39:25,777 - mmaction - INFO - Epoch [82][1460/1712] lr: 1.000e-04, eta: 9:54:04, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 2.9457, loss: 2.9457, grad_norm: 3.6715 2020-10-25 08:39:47,807 - mmaction - INFO - Epoch [82][1480/1712] lr: 1.000e-04, eta: 9:53:41, time: 1.093, data_time: 0.004, memory: 5822, loss_cls: 2.9670, loss: 2.9670, grad_norm: 3.6630 2020-10-25 08:40:09,411 - mmaction - INFO - Epoch [82][1500/1712] lr: 1.000e-04, eta: 9:53:18, time: 1.090, data_time: 0.011, memory: 5822, loss_cls: 2.9530, loss: 2.9530, grad_norm: 3.6149 2020-10-25 08:40:31,667 - mmaction - INFO - Epoch [82][1520/1712] lr: 1.000e-04, eta: 9:52:55, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 3.0097, loss: 3.0097, grad_norm: 3.6883 2020-10-25 08:40:53,710 - mmaction - INFO - Epoch [82][1540/1712] lr: 1.000e-04, eta: 9:52:32, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 2.9953, loss: 2.9953, grad_norm: 3.7110 2020-10-25 08:41:15,699 - mmaction - INFO - Epoch [82][1560/1712] lr: 1.000e-04, eta: 9:52:09, time: 1.102, data_time: 0.006, memory: 5822, loss_cls: 2.9709, loss: 2.9709, grad_norm: 3.6858 2020-10-25 08:41:37,671 - mmaction - INFO - Epoch [82][1580/1712] lr: 1.000e-04, eta: 9:51:46, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 3.0882, loss: 3.0882, grad_norm: 3.7723 2020-10-25 08:41:59,836 - mmaction - INFO - Epoch [82][1600/1712] lr: 1.000e-04, eta: 9:51:22, time: 1.110, data_time: 0.006, memory: 5822, loss_cls: 2.9647, loss: 2.9647, grad_norm: 3.6277 2020-10-25 08:42:22,016 - mmaction - INFO - Epoch [82][1620/1712] lr: 1.000e-04, eta: 9:50:59, time: 1.095, data_time: 0.024, memory: 5822, loss_cls: 2.9312, loss: 2.9312, grad_norm: 3.6025 2020-10-25 08:42:44,235 - mmaction - INFO - Epoch [82][1640/1712] lr: 1.000e-04, eta: 9:50:36, time: 1.121, data_time: 0.015, memory: 5822, loss_cls: 2.9835, loss: 2.9835, grad_norm: 3.6484 2020-10-25 08:43:05,996 - mmaction - INFO - Epoch [82][1660/1712] lr: 1.000e-04, eta: 9:50:13, time: 1.092, data_time: 0.009, memory: 5822, loss_cls: 2.9374, loss: 2.9374, grad_norm: 3.6255 2020-10-25 08:43:28,249 - mmaction - INFO - Epoch [82][1680/1712] lr: 1.000e-04, eta: 9:49:50, time: 1.113, data_time: 0.002, memory: 5822, loss_cls: 2.9956, loss: 2.9956, grad_norm: 3.6459 2020-10-25 08:43:49,970 - mmaction - INFO - Epoch [82][1700/1712] lr: 1.000e-04, eta: 9:49:27, time: 1.074, data_time: 0.002, memory: 5822, loss_cls: 2.9761, loss: 2.9761, grad_norm: 3.6567 2020-10-25 08:44:40,677 - mmaction - INFO - Epoch [83][20/1712] lr: 1.000e-04, eta: 9:48:50, time: 1.895, data_time: 1.010, memory: 5822, loss_cls: 2.9971, loss: 2.9971, grad_norm: 3.7265 2020-10-25 08:45:03,754 - mmaction - INFO - Epoch [83][40/1712] lr: 1.000e-04, eta: 9:48:27, time: 1.152, data_time: 0.010, memory: 5822, loss_cls: 2.9717, loss: 2.9717, grad_norm: 3.7248 2020-10-25 08:45:26,271 - mmaction - INFO - Epoch [83][60/1712] lr: 1.000e-04, eta: 9:48:04, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 2.9732, loss: 2.9732, grad_norm: 3.6946 2020-10-25 08:45:48,966 - mmaction - INFO - Epoch [83][80/1712] lr: 1.000e-04, eta: 9:47:41, time: 1.134, data_time: 0.010, memory: 5822, loss_cls: 2.9851, loss: 2.9851, grad_norm: 3.6938 2020-10-25 08:46:11,493 - mmaction - INFO - Epoch [83][100/1712] lr: 1.000e-04, eta: 9:47:18, time: 1.135, data_time: 0.012, memory: 5822, loss_cls: 2.9975, loss: 2.9975, grad_norm: 3.7484 2020-10-25 08:46:33,473 - mmaction - INFO - Epoch [83][120/1712] lr: 1.000e-04, eta: 9:46:55, time: 1.095, data_time: 0.002, memory: 5822, loss_cls: 2.9720, loss: 2.9720, grad_norm: 3.6146 2020-10-25 08:46:55,936 - mmaction - INFO - Epoch [83][140/1712] lr: 1.000e-04, eta: 9:46:32, time: 1.124, data_time: 0.008, memory: 5822, loss_cls: 2.9839, loss: 2.9839, grad_norm: 3.6441 2020-10-25 08:47:17,680 - mmaction - INFO - Epoch [83][160/1712] lr: 1.000e-04, eta: 9:46:09, time: 1.084, data_time: 0.007, memory: 5822, loss_cls: 2.9389, loss: 2.9389, grad_norm: 3.6227 2020-10-25 08:47:40,064 - mmaction - INFO - Epoch [83][180/1712] lr: 1.000e-04, eta: 9:45:46, time: 1.124, data_time: 0.010, memory: 5822, loss_cls: 2.9475, loss: 2.9475, grad_norm: 3.6692 2020-10-25 08:48:01,727 - mmaction - INFO - Epoch [83][200/1712] lr: 1.000e-04, eta: 9:45:22, time: 1.085, data_time: 0.010, memory: 5822, loss_cls: 3.0257, loss: 3.0257, grad_norm: 3.8198 2020-10-25 08:48:24,271 - mmaction - INFO - Epoch [83][220/1712] lr: 1.000e-04, eta: 9:44:59, time: 1.127, data_time: 0.002, memory: 5822, loss_cls: 2.9752, loss: 2.9752, grad_norm: 3.6621 2020-10-25 08:48:46,511 - mmaction - INFO - Epoch [83][240/1712] lr: 1.000e-04, eta: 9:44:36, time: 1.108, data_time: 0.004, memory: 5822, loss_cls: 2.9743, loss: 2.9743, grad_norm: 3.6403 2020-10-25 08:49:08,255 - mmaction - INFO - Epoch [83][260/1712] lr: 1.000e-04, eta: 9:44:13, time: 1.087, data_time: 0.007, memory: 5822, loss_cls: 2.9992, loss: 2.9992, grad_norm: 3.6708 2020-10-25 08:49:29,941 - mmaction - INFO - Epoch [83][280/1712] lr: 1.000e-04, eta: 9:43:50, time: 1.082, data_time: 0.006, memory: 5822, loss_cls: 2.9782, loss: 2.9782, grad_norm: 3.6145 2020-10-25 08:49:52,477 - mmaction - INFO - Epoch [83][300/1712] lr: 1.000e-04, eta: 9:43:27, time: 1.127, data_time: 0.009, memory: 5822, loss_cls: 2.9993, loss: 2.9993, grad_norm: 3.6062 2020-10-25 08:50:14,628 - mmaction - INFO - Epoch [83][320/1712] lr: 1.000e-04, eta: 9:43:04, time: 1.107, data_time: 0.008, memory: 5822, loss_cls: 2.9828, loss: 2.9828, grad_norm: 3.6612 2020-10-25 08:50:36,368 - mmaction - INFO - Epoch [83][340/1712] lr: 1.000e-04, eta: 9:42:40, time: 1.079, data_time: 0.010, memory: 5822, loss_cls: 2.9812, loss: 2.9812, grad_norm: 3.6105 2020-10-25 08:50:58,625 - mmaction - INFO - Epoch [83][360/1712] lr: 1.000e-04, eta: 9:42:17, time: 1.112, data_time: 0.017, memory: 5822, loss_cls: 2.9647, loss: 2.9647, grad_norm: 3.6122 2020-10-25 08:51:20,156 - mmaction - INFO - Epoch [83][380/1712] lr: 1.000e-04, eta: 9:41:54, time: 1.090, data_time: 0.017, memory: 5822, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.6502 2020-10-25 08:51:43,027 - mmaction - INFO - Epoch [83][400/1712] lr: 1.000e-04, eta: 9:41:31, time: 1.143, data_time: 0.004, memory: 5822, loss_cls: 3.0134, loss: 3.0134, grad_norm: 3.7297 2020-10-25 08:52:05,298 - mmaction - INFO - Epoch [83][420/1712] lr: 1.000e-04, eta: 9:41:08, time: 1.115, data_time: 0.005, memory: 5822, loss_cls: 2.9745, loss: 2.9745, grad_norm: 3.6610 2020-10-25 08:52:27,032 - mmaction - INFO - Epoch [83][440/1712] lr: 1.000e-04, eta: 9:40:45, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 3.0101, loss: 3.0101, grad_norm: 3.7339 2020-10-25 08:52:48,707 - mmaction - INFO - Epoch [83][460/1712] lr: 1.000e-04, eta: 9:40:22, time: 1.090, data_time: 0.012, memory: 5822, loss_cls: 3.0149, loss: 3.0149, grad_norm: 3.6956 2020-10-25 08:53:10,980 - mmaction - INFO - Epoch [83][480/1712] lr: 1.000e-04, eta: 9:39:59, time: 1.115, data_time: 0.004, memory: 5822, loss_cls: 2.9368, loss: 2.9368, grad_norm: 3.5986 2020-10-25 08:53:32,485 - mmaction - INFO - Epoch [83][500/1712] lr: 1.000e-04, eta: 9:39:35, time: 1.075, data_time: 0.007, memory: 5822, loss_cls: 2.9872, loss: 2.9872, grad_norm: 3.6955 2020-10-25 08:53:54,688 - mmaction - INFO - Epoch [83][520/1712] lr: 1.000e-04, eta: 9:39:12, time: 1.112, data_time: 0.004, memory: 5822, loss_cls: 2.9630, loss: 2.9630, grad_norm: 3.5823 2020-10-25 08:54:16,646 - mmaction - INFO - Epoch [83][540/1712] lr: 1.000e-04, eta: 9:38:49, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 2.9742, loss: 2.9742, grad_norm: 3.6571 2020-10-25 08:54:38,548 - mmaction - INFO - Epoch [83][560/1712] lr: 1.000e-04, eta: 9:38:26, time: 1.093, data_time: 0.008, memory: 5822, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.6682 2020-10-25 08:55:00,534 - mmaction - INFO - Epoch [83][580/1712] lr: 1.000e-04, eta: 9:38:03, time: 1.102, data_time: 0.006, memory: 5822, loss_cls: 2.9986, loss: 2.9986, grad_norm: 3.7080 2020-10-25 08:55:23,099 - mmaction - INFO - Epoch [83][600/1712] lr: 1.000e-04, eta: 9:37:40, time: 1.123, data_time: 0.002, memory: 5822, loss_cls: 3.0080, loss: 3.0080, grad_norm: 3.6968 2020-10-25 08:55:45,562 - mmaction - INFO - Epoch [83][620/1712] lr: 1.000e-04, eta: 9:37:17, time: 1.125, data_time: 0.010, memory: 5822, loss_cls: 3.0083, loss: 3.0083, grad_norm: 3.6504 2020-10-25 08:56:07,575 - mmaction - INFO - Epoch [83][640/1712] lr: 1.000e-04, eta: 9:36:54, time: 1.099, data_time: 0.008, memory: 5822, loss_cls: 2.8770, loss: 2.8770, grad_norm: 3.5759 2020-10-25 08:56:29,770 - mmaction - INFO - Epoch [83][660/1712] lr: 1.000e-04, eta: 9:36:31, time: 1.116, data_time: 0.010, memory: 5822, loss_cls: 2.9679, loss: 2.9679, grad_norm: 3.6961 2020-10-25 08:56:52,070 - mmaction - INFO - Epoch [83][680/1712] lr: 1.000e-04, eta: 9:36:07, time: 1.115, data_time: 0.003, memory: 5822, loss_cls: 3.0267, loss: 3.0267, grad_norm: 3.7296 2020-10-25 08:57:14,519 - mmaction - INFO - Epoch [83][700/1712] lr: 1.000e-04, eta: 9:35:44, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 2.9643, loss: 2.9643, grad_norm: 3.7008 2020-10-25 08:57:37,343 - mmaction - INFO - Epoch [83][720/1712] lr: 1.000e-04, eta: 9:35:21, time: 1.137, data_time: 0.007, memory: 5822, loss_cls: 3.0196, loss: 3.0196, grad_norm: 3.6994 2020-10-25 08:57:59,350 - mmaction - INFO - Epoch [83][740/1712] lr: 1.000e-04, eta: 9:34:58, time: 1.107, data_time: 0.012, memory: 5822, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.6765 2020-10-25 08:58:21,679 - mmaction - INFO - Epoch [83][760/1712] lr: 1.000e-04, eta: 9:34:35, time: 1.116, data_time: 0.005, memory: 5822, loss_cls: 3.0192, loss: 3.0192, grad_norm: 3.6230 2020-10-25 08:58:43,415 - mmaction - INFO - Epoch [83][780/1712] lr: 1.000e-04, eta: 9:34:12, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 2.9248, loss: 2.9248, grad_norm: 3.6049 2020-10-25 08:59:05,913 - mmaction - INFO - Epoch [83][800/1712] lr: 1.000e-04, eta: 9:33:49, time: 1.116, data_time: 0.003, memory: 5822, loss_cls: 2.9680, loss: 2.9680, grad_norm: 3.6689 2020-10-25 08:59:27,357 - mmaction - INFO - Epoch [83][820/1712] lr: 1.000e-04, eta: 9:33:26, time: 1.070, data_time: 0.011, memory: 5822, loss_cls: 2.9307, loss: 2.9307, grad_norm: 3.6067 2020-10-25 08:59:50,211 - mmaction - INFO - Epoch [83][840/1712] lr: 1.000e-04, eta: 9:33:03, time: 1.152, data_time: 0.022, memory: 5822, loss_cls: 2.9416, loss: 2.9416, grad_norm: 3.6668 2020-10-25 09:00:12,922 - mmaction - INFO - Epoch [83][860/1712] lr: 1.000e-04, eta: 9:32:40, time: 1.138, data_time: 0.007, memory: 5822, loss_cls: 2.9786, loss: 2.9786, grad_norm: 3.6505 2020-10-25 09:00:35,379 - mmaction - INFO - Epoch [83][880/1712] lr: 1.000e-04, eta: 9:32:17, time: 1.123, data_time: 0.004, memory: 5822, loss_cls: 2.9956, loss: 2.9956, grad_norm: 3.7304 2020-10-25 09:00:57,678 - mmaction - INFO - Epoch [83][900/1712] lr: 1.000e-04, eta: 9:31:54, time: 1.112, data_time: 0.002, memory: 5822, loss_cls: 2.9808, loss: 2.9808, grad_norm: 3.6280 2020-10-25 09:01:19,629 - mmaction - INFO - Epoch [83][920/1712] lr: 1.000e-04, eta: 9:31:31, time: 1.094, data_time: 0.008, memory: 5822, loss_cls: 2.9469, loss: 2.9469, grad_norm: 3.5913 2020-10-25 09:01:42,263 - mmaction - INFO - Epoch [83][940/1712] lr: 1.000e-04, eta: 9:31:08, time: 1.135, data_time: 0.010, memory: 5822, loss_cls: 2.9766, loss: 2.9766, grad_norm: 3.6482 2020-10-25 09:02:04,321 - mmaction - INFO - Epoch [83][960/1712] lr: 1.000e-04, eta: 9:30:44, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 2.9724, loss: 2.9724, grad_norm: 3.5950 2020-10-25 09:02:26,635 - mmaction - INFO - Epoch [83][980/1712] lr: 1.000e-04, eta: 9:30:21, time: 1.107, data_time: 0.005, memory: 5822, loss_cls: 3.0112, loss: 3.0112, grad_norm: 3.6921 2020-10-25 09:02:48,438 - mmaction - INFO - Epoch [83][1000/1712] lr: 1.000e-04, eta: 9:29:58, time: 1.090, data_time: 0.010, memory: 5822, loss_cls: 2.9527, loss: 2.9527, grad_norm: 3.6414 2020-10-25 09:03:10,538 - mmaction - INFO - Epoch [83][1020/1712] lr: 1.000e-04, eta: 9:29:35, time: 1.109, data_time: 0.011, memory: 5822, loss_cls: 2.9783, loss: 2.9783, grad_norm: 3.7236 2020-10-25 09:03:32,345 - mmaction - INFO - Epoch [83][1040/1712] lr: 1.000e-04, eta: 9:29:12, time: 1.095, data_time: 0.007, memory: 5822, loss_cls: 3.0302, loss: 3.0302, grad_norm: 3.6807 2020-10-25 09:03:54,994 - mmaction - INFO - Epoch [83][1060/1712] lr: 1.000e-04, eta: 9:28:49, time: 1.124, data_time: 0.003, memory: 5822, loss_cls: 2.9794, loss: 2.9794, grad_norm: 3.6709 2020-10-25 09:04:17,160 - mmaction - INFO - Epoch [83][1080/1712] lr: 1.000e-04, eta: 9:28:26, time: 1.116, data_time: 0.014, memory: 5822, loss_cls: 3.0327, loss: 3.0327, grad_norm: 3.7016 2020-10-25 09:04:38,940 - mmaction - INFO - Epoch [83][1100/1712] lr: 1.000e-04, eta: 9:28:03, time: 1.086, data_time: 0.003, memory: 5822, loss_cls: 2.9556, loss: 2.9556, grad_norm: 3.6420 2020-10-25 09:05:01,147 - mmaction - INFO - Epoch [83][1120/1712] lr: 1.000e-04, eta: 9:27:39, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 2.9515, loss: 2.9515, grad_norm: 3.6549 2020-10-25 09:05:23,278 - mmaction - INFO - Epoch [83][1140/1712] lr: 1.000e-04, eta: 9:27:16, time: 1.101, data_time: 0.009, memory: 5822, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.5708 2020-10-25 09:05:45,483 - mmaction - INFO - Epoch [83][1160/1712] lr: 1.000e-04, eta: 9:26:53, time: 1.115, data_time: 0.013, memory: 5822, loss_cls: 2.9643, loss: 2.9643, grad_norm: 3.7235 2020-10-25 09:06:08,140 - mmaction - INFO - Epoch [83][1180/1712] lr: 1.000e-04, eta: 9:26:30, time: 1.133, data_time: 0.005, memory: 5822, loss_cls: 2.9408, loss: 2.9408, grad_norm: 3.6421 2020-10-25 09:06:30,052 - mmaction - INFO - Epoch [83][1200/1712] lr: 1.000e-04, eta: 9:26:07, time: 1.096, data_time: 0.009, memory: 5822, loss_cls: 3.0114, loss: 3.0114, grad_norm: 3.7240 2020-10-25 09:06:52,087 - mmaction - INFO - Epoch [83][1220/1712] lr: 1.000e-04, eta: 9:25:44, time: 1.093, data_time: 0.005, memory: 5822, loss_cls: 2.9728, loss: 2.9728, grad_norm: 3.6429 2020-10-25 09:07:14,218 - mmaction - INFO - Epoch [83][1240/1712] lr: 1.000e-04, eta: 9:25:21, time: 1.117, data_time: 0.015, memory: 5822, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.6565 2020-10-25 09:07:36,744 - mmaction - INFO - Epoch [83][1260/1712] lr: 1.000e-04, eta: 9:24:58, time: 1.126, data_time: 0.002, memory: 5822, loss_cls: 2.9924, loss: 2.9924, grad_norm: 3.6465 2020-10-25 09:07:58,591 - mmaction - INFO - Epoch [83][1280/1712] lr: 1.000e-04, eta: 9:24:35, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 2.9848, loss: 2.9848, grad_norm: 3.6219 2020-10-25 09:08:20,996 - mmaction - INFO - Epoch [83][1300/1712] lr: 1.000e-04, eta: 9:24:12, time: 1.113, data_time: 0.004, memory: 5822, loss_cls: 2.9808, loss: 2.9808, grad_norm: 3.6896 2020-10-25 09:08:43,393 - mmaction - INFO - Epoch [83][1320/1712] lr: 1.000e-04, eta: 9:23:49, time: 1.119, data_time: 0.012, memory: 5822, loss_cls: 2.9587, loss: 2.9587, grad_norm: 3.6282 2020-10-25 09:09:05,948 - mmaction - INFO - Epoch [83][1340/1712] lr: 1.000e-04, eta: 9:23:26, time: 1.123, data_time: 0.013, memory: 5822, loss_cls: 3.0258, loss: 3.0258, grad_norm: 3.7208 2020-10-25 09:09:28,279 - mmaction - INFO - Epoch [83][1360/1712] lr: 1.000e-04, eta: 9:23:02, time: 1.126, data_time: 0.018, memory: 5822, loss_cls: 2.9067, loss: 2.9067, grad_norm: 3.5866 2020-10-25 09:09:49,990 - mmaction - INFO - Epoch [83][1380/1712] lr: 1.000e-04, eta: 9:22:39, time: 1.081, data_time: 0.007, memory: 5822, loss_cls: 2.9506, loss: 2.9506, grad_norm: 3.6161 2020-10-25 09:10:11,909 - mmaction - INFO - Epoch [83][1400/1712] lr: 1.000e-04, eta: 9:22:16, time: 1.104, data_time: 0.012, memory: 5822, loss_cls: 3.0045, loss: 3.0045, grad_norm: 3.7025 2020-10-25 09:10:34,717 - mmaction - INFO - Epoch [83][1420/1712] lr: 1.000e-04, eta: 9:21:53, time: 1.142, data_time: 0.006, memory: 5822, loss_cls: 2.9447, loss: 2.9447, grad_norm: 3.6832 2020-10-25 09:10:56,789 - mmaction - INFO - Epoch [83][1440/1712] lr: 1.000e-04, eta: 9:21:30, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 2.9528, loss: 2.9528, grad_norm: 3.6570 2020-10-25 09:11:18,906 - mmaction - INFO - Epoch [83][1460/1712] lr: 1.000e-04, eta: 9:21:07, time: 1.117, data_time: 0.017, memory: 5822, loss_cls: 3.0045, loss: 3.0045, grad_norm: 3.7114 2020-10-25 09:11:41,528 - mmaction - INFO - Epoch [83][1480/1712] lr: 1.000e-04, eta: 9:20:44, time: 1.126, data_time: 0.006, memory: 5822, loss_cls: 2.9390, loss: 2.9390, grad_norm: 3.6093 2020-10-25 09:12:03,501 - mmaction - INFO - Epoch [83][1500/1712] lr: 1.000e-04, eta: 9:20:21, time: 1.106, data_time: 0.011, memory: 5822, loss_cls: 2.9456, loss: 2.9456, grad_norm: 3.6478 2020-10-25 09:12:25,813 - mmaction - INFO - Epoch [83][1520/1712] lr: 1.000e-04, eta: 9:19:58, time: 1.114, data_time: 0.002, memory: 5822, loss_cls: 2.9761, loss: 2.9761, grad_norm: 3.7789 2020-10-25 09:12:48,182 - mmaction - INFO - Epoch [83][1540/1712] lr: 1.000e-04, eta: 9:19:35, time: 1.118, data_time: 0.008, memory: 5822, loss_cls: 3.0069, loss: 3.0069, grad_norm: 3.6836 2020-10-25 09:13:10,568 - mmaction - INFO - Epoch [83][1560/1712] lr: 1.000e-04, eta: 9:19:12, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 2.9537, loss: 2.9537, grad_norm: 3.6453 2020-10-25 09:13:32,294 - mmaction - INFO - Epoch [83][1580/1712] lr: 1.000e-04, eta: 9:18:48, time: 1.093, data_time: 0.012, memory: 5822, loss_cls: 2.9608, loss: 2.9608, grad_norm: 3.6651 2020-10-25 09:13:54,351 - mmaction - INFO - Epoch [83][1600/1712] lr: 1.000e-04, eta: 9:18:25, time: 1.100, data_time: 0.004, memory: 5822, loss_cls: 2.9940, loss: 2.9940, grad_norm: 3.6938 2020-10-25 09:14:16,142 - mmaction - INFO - Epoch [83][1620/1712] lr: 1.000e-04, eta: 9:18:02, time: 1.087, data_time: 0.010, memory: 5822, loss_cls: 2.9589, loss: 2.9589, grad_norm: 3.6368 2020-10-25 09:14:38,018 - mmaction - INFO - Epoch [83][1640/1712] lr: 1.000e-04, eta: 9:17:39, time: 1.102, data_time: 0.012, memory: 5822, loss_cls: 2.9626, loss: 2.9626, grad_norm: 3.6167 2020-10-25 09:15:00,221 - mmaction - INFO - Epoch [83][1660/1712] lr: 1.000e-04, eta: 9:17:16, time: 1.110, data_time: 0.002, memory: 5822, loss_cls: 2.9705, loss: 2.9705, grad_norm: 3.6711 2020-10-25 09:15:22,698 - mmaction - INFO - Epoch [83][1680/1712] lr: 1.000e-04, eta: 9:16:53, time: 1.124, data_time: 0.001, memory: 5822, loss_cls: 2.9191, loss: 2.9191, grad_norm: 3.6434 2020-10-25 09:15:44,947 - mmaction - INFO - Epoch [83][1700/1712] lr: 1.000e-04, eta: 9:16:30, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 2.9458, loss: 2.9458, grad_norm: 3.6219 2020-10-25 09:16:46,635 - mmaction - INFO - Epoch [84][20/1712] lr: 1.000e-04, eta: 9:15:54, time: 2.156, data_time: 1.411, memory: 5822, loss_cls: 2.9402, loss: 2.9402, grad_norm: 3.6680 2020-10-25 09:17:10,020 - mmaction - INFO - Epoch [84][40/1712] lr: 1.000e-04, eta: 9:15:32, time: 1.168, data_time: 0.139, memory: 5822, loss_cls: 2.9527, loss: 2.9527, grad_norm: 3.6291 2020-10-25 09:17:32,419 - mmaction - INFO - Epoch [84][60/1712] lr: 1.000e-04, eta: 9:15:09, time: 1.120, data_time: 0.003, memory: 5822, loss_cls: 2.9885, loss: 2.9885, grad_norm: 3.6796 2020-10-25 09:17:54,899 - mmaction - INFO - Epoch [84][80/1712] lr: 1.000e-04, eta: 9:14:46, time: 1.122, data_time: 0.002, memory: 5822, loss_cls: 3.0058, loss: 3.0058, grad_norm: 3.6774 2020-10-25 09:18:16,693 - mmaction - INFO - Epoch [84][100/1712] lr: 1.000e-04, eta: 9:14:22, time: 1.093, data_time: 0.011, memory: 5822, loss_cls: 3.0097, loss: 3.0097, grad_norm: 3.7035 2020-10-25 09:18:38,444 - mmaction - INFO - Epoch [84][120/1712] lr: 1.000e-04, eta: 9:13:59, time: 1.077, data_time: 0.003, memory: 5822, loss_cls: 2.9947, loss: 2.9947, grad_norm: 3.6349 2020-10-25 09:19:00,279 - mmaction - INFO - Epoch [84][140/1712] lr: 1.000e-04, eta: 9:13:36, time: 1.100, data_time: 0.014, memory: 5822, loss_cls: 3.0158, loss: 3.0158, grad_norm: 3.6465 2020-10-25 09:19:22,534 - mmaction - INFO - Epoch [84][160/1712] lr: 1.000e-04, eta: 9:13:13, time: 1.115, data_time: 0.006, memory: 5822, loss_cls: 2.9674, loss: 2.9674, grad_norm: 3.7024 2020-10-25 09:19:44,000 - mmaction - INFO - Epoch [84][180/1712] lr: 1.000e-04, eta: 9:12:50, time: 1.065, data_time: 0.003, memory: 5822, loss_cls: 2.9800, loss: 2.9800, grad_norm: 3.6771 2020-10-25 09:20:06,094 - mmaction - INFO - Epoch [84][200/1712] lr: 1.000e-04, eta: 9:12:27, time: 1.108, data_time: 0.010, memory: 5822, loss_cls: 3.0094, loss: 3.0094, grad_norm: 3.6908 2020-10-25 09:20:28,193 - mmaction - INFO - Epoch [84][220/1712] lr: 1.000e-04, eta: 9:12:03, time: 1.108, data_time: 0.006, memory: 5822, loss_cls: 2.9785, loss: 2.9785, grad_norm: 3.6031 2020-10-25 09:20:49,149 - mmaction - INFO - Epoch [84][240/1712] lr: 1.000e-04, eta: 9:11:40, time: 1.048, data_time: 0.010, memory: 5822, loss_cls: 2.9258, loss: 2.9258, grad_norm: 3.6389 2020-10-25 09:21:11,032 - mmaction - INFO - Epoch [84][260/1712] lr: 1.000e-04, eta: 9:11:17, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 3.0033, loss: 3.0033, grad_norm: 3.6171 2020-10-25 09:21:32,944 - mmaction - INFO - Epoch [84][280/1712] lr: 1.000e-04, eta: 9:10:54, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 2.9899, loss: 2.9899, grad_norm: 3.6219 2020-10-25 09:21:54,591 - mmaction - INFO - Epoch [84][300/1712] lr: 1.000e-04, eta: 9:10:31, time: 1.081, data_time: 0.006, memory: 5822, loss_cls: 2.9123, loss: 2.9123, grad_norm: 3.5899 2020-10-25 09:22:16,432 - mmaction - INFO - Epoch [84][320/1712] lr: 1.000e-04, eta: 9:10:08, time: 1.098, data_time: 0.008, memory: 5822, loss_cls: 2.9935, loss: 2.9935, grad_norm: 3.7437 2020-10-25 09:22:38,339 - mmaction - INFO - Epoch [84][340/1712] lr: 1.000e-04, eta: 9:09:44, time: 1.089, data_time: 0.003, memory: 5822, loss_cls: 2.9783, loss: 2.9783, grad_norm: 3.6588 2020-10-25 09:23:00,372 - mmaction - INFO - Epoch [84][360/1712] lr: 1.000e-04, eta: 9:09:21, time: 1.105, data_time: 0.008, memory: 5822, loss_cls: 2.9981, loss: 2.9981, grad_norm: 3.6617 2020-10-25 09:23:22,149 - mmaction - INFO - Epoch [84][380/1712] lr: 1.000e-04, eta: 9:08:58, time: 1.088, data_time: 0.005, memory: 5822, loss_cls: 2.9328, loss: 2.9328, grad_norm: 3.6763 2020-10-25 09:23:44,506 - mmaction - INFO - Epoch [84][400/1712] lr: 1.000e-04, eta: 9:08:35, time: 1.114, data_time: 0.014, memory: 5822, loss_cls: 2.9599, loss: 2.9599, grad_norm: 3.6113 2020-10-25 09:24:05,769 - mmaction - INFO - Epoch [84][420/1712] lr: 1.000e-04, eta: 9:08:12, time: 1.072, data_time: 0.010, memory: 5822, loss_cls: 2.9477, loss: 2.9477, grad_norm: 3.6668 2020-10-25 09:24:27,571 - mmaction - INFO - Epoch [84][440/1712] lr: 1.000e-04, eta: 9:07:49, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 2.9781, loss: 2.9781, grad_norm: 3.7278 2020-10-25 09:24:49,606 - mmaction - INFO - Epoch [84][460/1712] lr: 1.000e-04, eta: 9:07:25, time: 1.099, data_time: 0.003, memory: 5822, loss_cls: 3.0423, loss: 3.0423, grad_norm: 3.7473 2020-10-25 09:25:11,044 - mmaction - INFO - Epoch [84][480/1712] lr: 1.000e-04, eta: 9:07:02, time: 1.072, data_time: 0.005, memory: 5822, loss_cls: 2.9669, loss: 2.9669, grad_norm: 3.6727 2020-10-25 09:25:32,528 - mmaction - INFO - Epoch [84][500/1712] lr: 1.000e-04, eta: 9:06:39, time: 1.076, data_time: 0.003, memory: 5822, loss_cls: 3.0297, loss: 3.0297, grad_norm: 3.6342 2020-10-25 09:25:53,945 - mmaction - INFO - Epoch [84][520/1712] lr: 1.000e-04, eta: 9:06:16, time: 1.070, data_time: 0.003, memory: 5822, loss_cls: 2.9694, loss: 2.9694, grad_norm: 3.6891 2020-10-25 09:26:15,259 - mmaction - INFO - Epoch [84][540/1712] lr: 1.000e-04, eta: 9:05:53, time: 1.066, data_time: 0.005, memory: 5822, loss_cls: 2.9258, loss: 2.9258, grad_norm: 3.5792 2020-10-25 09:26:37,630 - mmaction - INFO - Epoch [84][560/1712] lr: 1.000e-04, eta: 9:05:29, time: 1.119, data_time: 0.011, memory: 5822, loss_cls: 2.9872, loss: 2.9872, grad_norm: 3.7879 2020-10-25 09:26:58,944 - mmaction - INFO - Epoch [84][580/1712] lr: 1.000e-04, eta: 9:05:06, time: 1.066, data_time: 0.003, memory: 5822, loss_cls: 2.9815, loss: 2.9815, grad_norm: 3.6099 2020-10-25 09:27:20,591 - mmaction - INFO - Epoch [84][600/1712] lr: 1.000e-04, eta: 9:04:43, time: 1.080, data_time: 0.002, memory: 5822, loss_cls: 2.9982, loss: 2.9982, grad_norm: 3.6895 2020-10-25 09:27:42,376 - mmaction - INFO - Epoch [84][620/1712] lr: 1.000e-04, eta: 9:04:20, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 3.0089, loss: 3.0089, grad_norm: 3.6703 2020-10-25 09:28:04,906 - mmaction - INFO - Epoch [84][640/1712] lr: 1.000e-04, eta: 9:03:57, time: 1.123, data_time: 0.006, memory: 5822, loss_cls: 2.9929, loss: 2.9929, grad_norm: 3.7031 2020-10-25 09:28:26,729 - mmaction - INFO - Epoch [84][660/1712] lr: 1.000e-04, eta: 9:03:34, time: 1.092, data_time: 0.012, memory: 5822, loss_cls: 2.9538, loss: 2.9538, grad_norm: 3.6715 2020-10-25 09:28:49,142 - mmaction - INFO - Epoch [84][680/1712] lr: 1.000e-04, eta: 9:03:11, time: 1.121, data_time: 0.009, memory: 5822, loss_cls: 2.9820, loss: 2.9820, grad_norm: 3.6669 2020-10-25 09:29:11,071 - mmaction - INFO - Epoch [84][700/1712] lr: 1.000e-04, eta: 9:02:48, time: 1.098, data_time: 0.006, memory: 5822, loss_cls: 3.0235, loss: 3.0235, grad_norm: 3.7443 2020-10-25 09:29:32,960 - mmaction - INFO - Epoch [84][720/1712] lr: 1.000e-04, eta: 9:02:24, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 2.9764, loss: 2.9764, grad_norm: 3.6830 2020-10-25 09:29:54,510 - mmaction - INFO - Epoch [84][740/1712] lr: 1.000e-04, eta: 9:02:01, time: 1.085, data_time: 0.013, memory: 5822, loss_cls: 2.9405, loss: 2.9405, grad_norm: 3.6355 2020-10-25 09:30:15,727 - mmaction - INFO - Epoch [84][760/1712] lr: 1.000e-04, eta: 9:01:38, time: 1.062, data_time: 0.005, memory: 5822, loss_cls: 3.0504, loss: 3.0504, grad_norm: 3.6507 2020-10-25 09:30:37,391 - mmaction - INFO - Epoch [84][780/1712] lr: 1.000e-04, eta: 9:01:15, time: 1.084, data_time: 0.007, memory: 5822, loss_cls: 2.9909, loss: 2.9909, grad_norm: 3.7205 2020-10-25 09:30:59,258 - mmaction - INFO - Epoch [84][800/1712] lr: 1.000e-04, eta: 9:00:52, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 2.9890, loss: 2.9890, grad_norm: 3.6813 2020-10-25 09:31:20,525 - mmaction - INFO - Epoch [84][820/1712] lr: 1.000e-04, eta: 9:00:28, time: 1.067, data_time: 0.005, memory: 5822, loss_cls: 2.9720, loss: 2.9720, grad_norm: 3.6621 2020-10-25 09:31:42,721 - mmaction - INFO - Epoch [84][840/1712] lr: 1.000e-04, eta: 9:00:05, time: 1.108, data_time: 0.002, memory: 5822, loss_cls: 2.9510, loss: 2.9510, grad_norm: 3.6990 2020-10-25 09:32:03,969 - mmaction - INFO - Epoch [84][860/1712] lr: 1.000e-04, eta: 8:59:42, time: 1.057, data_time: 0.005, memory: 5822, loss_cls: 2.9738, loss: 2.9738, grad_norm: 3.7229 2020-10-25 09:32:25,931 - mmaction - INFO - Epoch [84][880/1712] lr: 1.000e-04, eta: 8:59:19, time: 1.107, data_time: 0.011, memory: 5822, loss_cls: 3.0205, loss: 3.0205, grad_norm: 3.7152 2020-10-25 09:32:47,618 - mmaction - INFO - Epoch [84][900/1712] lr: 1.000e-04, eta: 8:58:56, time: 1.080, data_time: 0.001, memory: 5822, loss_cls: 2.9673, loss: 2.9673, grad_norm: 3.6451 2020-10-25 09:33:09,534 - mmaction - INFO - Epoch [84][920/1712] lr: 1.000e-04, eta: 8:58:33, time: 1.100, data_time: 0.007, memory: 5822, loss_cls: 2.9341, loss: 2.9341, grad_norm: 3.6201 2020-10-25 09:33:30,924 - mmaction - INFO - Epoch [84][940/1712] lr: 1.000e-04, eta: 8:58:09, time: 1.068, data_time: 0.002, memory: 5822, loss_cls: 2.9505, loss: 2.9505, grad_norm: 3.6034 2020-10-25 09:33:51,972 - mmaction - INFO - Epoch [84][960/1712] lr: 1.000e-04, eta: 8:57:46, time: 1.054, data_time: 0.004, memory: 5822, loss_cls: 2.9520, loss: 2.9520, grad_norm: 3.6361 2020-10-25 09:34:13,675 - mmaction - INFO - Epoch [84][980/1712] lr: 1.000e-04, eta: 8:57:23, time: 1.075, data_time: 0.001, memory: 5822, loss_cls: 2.9883, loss: 2.9883, grad_norm: 3.6781 2020-10-25 09:34:35,627 - mmaction - INFO - Epoch [84][1000/1712] lr: 1.000e-04, eta: 8:57:00, time: 1.102, data_time: 0.014, memory: 5822, loss_cls: 2.9900, loss: 2.9900, grad_norm: 3.6940 2020-10-25 09:34:57,161 - mmaction - INFO - Epoch [84][1020/1712] lr: 1.000e-04, eta: 8:56:37, time: 1.083, data_time: 0.009, memory: 5822, loss_cls: 2.9349, loss: 2.9349, grad_norm: 3.6046 2020-10-25 09:35:18,940 - mmaction - INFO - Epoch [84][1040/1712] lr: 1.000e-04, eta: 8:56:13, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 2.9800, loss: 2.9800, grad_norm: 3.6818 2020-10-25 09:35:40,808 - mmaction - INFO - Epoch [84][1060/1712] lr: 1.000e-04, eta: 8:55:50, time: 1.087, data_time: 0.003, memory: 5822, loss_cls: 2.9776, loss: 2.9776, grad_norm: 3.6535 2020-10-25 09:36:03,302 - mmaction - INFO - Epoch [84][1080/1712] lr: 1.000e-04, eta: 8:55:27, time: 1.131, data_time: 0.012, memory: 5822, loss_cls: 3.0076, loss: 3.0076, grad_norm: 3.6623 2020-10-25 09:36:24,261 - mmaction - INFO - Epoch [84][1100/1712] lr: 1.000e-04, eta: 8:55:04, time: 1.043, data_time: 0.004, memory: 5822, loss_cls: 2.9953, loss: 2.9953, grad_norm: 3.6727 2020-10-25 09:36:46,392 - mmaction - INFO - Epoch [84][1120/1712] lr: 1.000e-04, eta: 8:54:41, time: 1.112, data_time: 0.010, memory: 5822, loss_cls: 2.9404, loss: 2.9404, grad_norm: 3.6394 2020-10-25 09:37:07,692 - mmaction - INFO - Epoch [84][1140/1712] lr: 1.000e-04, eta: 8:54:18, time: 1.062, data_time: 0.006, memory: 5822, loss_cls: 2.9660, loss: 2.9660, grad_norm: 3.6263 2020-10-25 09:37:29,122 - mmaction - INFO - Epoch [84][1160/1712] lr: 1.000e-04, eta: 8:53:54, time: 1.073, data_time: 0.009, memory: 5822, loss_cls: 2.9854, loss: 2.9854, grad_norm: 3.6302 2020-10-25 09:37:50,840 - mmaction - INFO - Epoch [84][1180/1712] lr: 1.000e-04, eta: 8:53:31, time: 1.085, data_time: 0.005, memory: 5822, loss_cls: 2.9044, loss: 2.9044, grad_norm: 3.5953 2020-10-25 09:38:12,692 - mmaction - INFO - Epoch [84][1200/1712] lr: 1.000e-04, eta: 8:53:08, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 2.9380, loss: 2.9380, grad_norm: 3.5995 2020-10-25 09:38:34,569 - mmaction - INFO - Epoch [84][1220/1712] lr: 1.000e-04, eta: 8:52:45, time: 1.088, data_time: 0.003, memory: 5822, loss_cls: 3.0012, loss: 3.0012, grad_norm: 3.7213 2020-10-25 09:38:56,212 - mmaction - INFO - Epoch [84][1240/1712] lr: 1.000e-04, eta: 8:52:22, time: 1.071, data_time: 0.011, memory: 5822, loss_cls: 3.0122, loss: 3.0122, grad_norm: 3.7145 2020-10-25 09:39:17,825 - mmaction - INFO - Epoch [84][1260/1712] lr: 1.000e-04, eta: 8:51:59, time: 1.095, data_time: 0.020, memory: 5822, loss_cls: 2.9444, loss: 2.9444, grad_norm: 3.6680 2020-10-25 09:39:40,166 - mmaction - INFO - Epoch [84][1280/1712] lr: 1.000e-04, eta: 8:51:36, time: 1.119, data_time: 0.003, memory: 5822, loss_cls: 2.9446, loss: 2.9446, grad_norm: 3.6098 2020-10-25 09:40:01,797 - mmaction - INFO - Epoch [84][1300/1712] lr: 1.000e-04, eta: 8:51:12, time: 1.081, data_time: 0.004, memory: 5822, loss_cls: 2.9563, loss: 2.9563, grad_norm: 3.5994 2020-10-25 09:40:23,603 - mmaction - INFO - Epoch [84][1320/1712] lr: 1.000e-04, eta: 8:50:49, time: 1.087, data_time: 0.003, memory: 5822, loss_cls: 2.9357, loss: 2.9357, grad_norm: 3.7005 2020-10-25 09:40:45,128 - mmaction - INFO - Epoch [84][1340/1712] lr: 1.000e-04, eta: 8:50:26, time: 1.073, data_time: 0.006, memory: 5822, loss_cls: 2.9540, loss: 2.9540, grad_norm: 3.6425 2020-10-25 09:41:07,315 - mmaction - INFO - Epoch [84][1360/1712] lr: 1.000e-04, eta: 8:50:03, time: 1.117, data_time: 0.009, memory: 5822, loss_cls: 3.0158, loss: 3.0158, grad_norm: 3.7760 2020-10-25 09:41:28,950 - mmaction - INFO - Epoch [84][1380/1712] lr: 1.000e-04, eta: 8:49:40, time: 1.082, data_time: 0.003, memory: 5822, loss_cls: 2.9498, loss: 2.9498, grad_norm: 3.6054 2020-10-25 09:41:50,697 - mmaction - INFO - Epoch [84][1400/1712] lr: 1.000e-04, eta: 8:49:17, time: 1.076, data_time: 0.002, memory: 5822, loss_cls: 3.0231, loss: 3.0231, grad_norm: 3.7279 2020-10-25 09:42:12,710 - mmaction - INFO - Epoch [84][1420/1712] lr: 1.000e-04, eta: 8:48:54, time: 1.110, data_time: 0.015, memory: 5822, loss_cls: 2.9848, loss: 2.9848, grad_norm: 3.6285 2020-10-25 09:42:34,507 - mmaction - INFO - Epoch [84][1440/1712] lr: 1.000e-04, eta: 8:48:30, time: 1.089, data_time: 0.005, memory: 5822, loss_cls: 2.9751, loss: 2.9751, grad_norm: 3.7364 2020-10-25 09:42:56,278 - mmaction - INFO - Epoch [84][1460/1712] lr: 1.000e-04, eta: 8:48:07, time: 1.091, data_time: 0.008, memory: 5822, loss_cls: 2.9777, loss: 2.9777, grad_norm: 3.6808 2020-10-25 09:43:18,100 - mmaction - INFO - Epoch [84][1480/1712] lr: 1.000e-04, eta: 8:47:44, time: 1.086, data_time: 0.002, memory: 5822, loss_cls: 2.9684, loss: 2.9684, grad_norm: 3.6236 2020-10-25 09:43:40,059 - mmaction - INFO - Epoch [84][1500/1712] lr: 1.000e-04, eta: 8:47:21, time: 1.103, data_time: 0.010, memory: 5822, loss_cls: 2.9660, loss: 2.9660, grad_norm: 3.7011 2020-10-25 09:44:01,909 - mmaction - INFO - Epoch [84][1520/1712] lr: 1.000e-04, eta: 8:46:58, time: 1.092, data_time: 0.006, memory: 5822, loss_cls: 3.0427, loss: 3.0427, grad_norm: 3.7447 2020-10-25 09:44:23,792 - mmaction - INFO - Epoch [84][1540/1712] lr: 1.000e-04, eta: 8:46:35, time: 1.087, data_time: 0.001, memory: 5822, loss_cls: 2.9675, loss: 2.9675, grad_norm: 3.6554 2020-10-25 09:44:45,043 - mmaction - INFO - Epoch [84][1560/1712] lr: 1.000e-04, eta: 8:46:11, time: 1.067, data_time: 0.012, memory: 5822, loss_cls: 2.9906, loss: 2.9906, grad_norm: 3.6910 2020-10-25 09:45:07,274 - mmaction - INFO - Epoch [84][1580/1712] lr: 1.000e-04, eta: 8:45:48, time: 1.102, data_time: 0.004, memory: 5822, loss_cls: 2.9547, loss: 2.9547, grad_norm: 3.6198 2020-10-25 09:45:28,864 - mmaction - INFO - Epoch [84][1600/1712] lr: 1.000e-04, eta: 8:45:25, time: 1.082, data_time: 0.015, memory: 5822, loss_cls: 3.0079, loss: 3.0079, grad_norm: 3.6775 2020-10-25 09:45:50,657 - mmaction - INFO - Epoch [84][1620/1712] lr: 1.000e-04, eta: 8:45:02, time: 1.087, data_time: 0.013, memory: 5822, loss_cls: 2.9710, loss: 2.9710, grad_norm: 3.7306 2020-10-25 09:46:12,707 - mmaction - INFO - Epoch [84][1640/1712] lr: 1.000e-04, eta: 8:44:39, time: 1.108, data_time: 0.014, memory: 5822, loss_cls: 2.9821, loss: 2.9821, grad_norm: 3.7578 2020-10-25 09:46:34,224 - mmaction - INFO - Epoch [84][1660/1712] lr: 1.000e-04, eta: 8:44:16, time: 1.076, data_time: 0.010, memory: 5822, loss_cls: 2.9468, loss: 2.9468, grad_norm: 3.6443 2020-10-25 09:46:55,876 - mmaction - INFO - Epoch [84][1680/1712] lr: 1.000e-04, eta: 8:43:53, time: 1.082, data_time: 0.010, memory: 5822, loss_cls: 2.9688, loss: 2.9688, grad_norm: 3.7462 2020-10-25 09:47:17,968 - mmaction - INFO - Epoch [84][1700/1712] lr: 1.000e-04, eta: 8:43:30, time: 1.109, data_time: 0.009, memory: 5822, loss_cls: 2.9614, loss: 2.9614, grad_norm: 3.6399 2020-10-25 09:48:07,053 - mmaction - INFO - Epoch [85][20/1712] lr: 1.000e-04, eta: 8:42:53, time: 1.801, data_time: 0.714, memory: 5822, loss_cls: 2.9876, loss: 2.9876, grad_norm: 3.6834 2020-10-25 09:48:31,013 - mmaction - INFO - Epoch [85][40/1712] lr: 1.000e-04, eta: 8:42:30, time: 1.198, data_time: 0.004, memory: 5822, loss_cls: 2.9353, loss: 2.9353, grad_norm: 3.6227 2020-10-25 09:48:51,774 - mmaction - INFO - Epoch [85][60/1712] lr: 1.000e-04, eta: 8:42:07, time: 1.039, data_time: 0.002, memory: 5822, loss_cls: 2.9811, loss: 2.9811, grad_norm: 3.6743 2020-10-25 09:49:14,664 - mmaction - INFO - Epoch [85][80/1712] lr: 1.000e-04, eta: 8:41:44, time: 1.143, data_time: 0.001, memory: 5822, loss_cls: 2.9748, loss: 2.9748, grad_norm: 3.7392 2020-10-25 09:49:37,196 - mmaction - INFO - Epoch [85][100/1712] lr: 1.000e-04, eta: 8:41:21, time: 1.117, data_time: 0.009, memory: 5822, loss_cls: 3.0593, loss: 3.0593, grad_norm: 3.7839 2020-10-25 09:49:58,820 - mmaction - INFO - Epoch [85][120/1712] lr: 1.000e-04, eta: 8:40:58, time: 1.089, data_time: 0.012, memory: 5822, loss_cls: 2.9821, loss: 2.9821, grad_norm: 3.6628 2020-10-25 09:50:20,814 - mmaction - INFO - Epoch [85][140/1712] lr: 1.000e-04, eta: 8:40:34, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 2.9399, loss: 2.9399, grad_norm: 3.6177 2020-10-25 09:50:42,165 - mmaction - INFO - Epoch [85][160/1712] lr: 1.000e-04, eta: 8:40:11, time: 1.070, data_time: 0.006, memory: 5822, loss_cls: 2.9799, loss: 2.9799, grad_norm: 3.7415 2020-10-25 09:51:03,520 - mmaction - INFO - Epoch [85][180/1712] lr: 1.000e-04, eta: 8:39:48, time: 1.067, data_time: 0.002, memory: 5822, loss_cls: 2.9730, loss: 2.9730, grad_norm: 3.6980 2020-10-25 09:51:24,411 - mmaction - INFO - Epoch [85][200/1712] lr: 1.000e-04, eta: 8:39:25, time: 1.040, data_time: 0.005, memory: 5822, loss_cls: 2.9933, loss: 2.9933, grad_norm: 3.7138 2020-10-25 09:51:45,941 - mmaction - INFO - Epoch [85][220/1712] lr: 1.000e-04, eta: 8:39:02, time: 1.083, data_time: 0.008, memory: 5822, loss_cls: 2.9586, loss: 2.9586, grad_norm: 3.6381 2020-10-25 09:52:08,065 - mmaction - INFO - Epoch [85][240/1712] lr: 1.000e-04, eta: 8:38:38, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.7057 2020-10-25 09:52:29,993 - mmaction - INFO - Epoch [85][260/1712] lr: 1.000e-04, eta: 8:38:15, time: 1.095, data_time: 0.008, memory: 5822, loss_cls: 2.9670, loss: 2.9670, grad_norm: 3.5956 2020-10-25 09:52:52,071 - mmaction - INFO - Epoch [85][280/1712] lr: 1.000e-04, eta: 8:37:52, time: 1.111, data_time: 0.011, memory: 5822, loss_cls: 3.0049, loss: 3.0049, grad_norm: 3.6021 2020-10-25 09:53:13,208 - mmaction - INFO - Epoch [85][300/1712] lr: 1.000e-04, eta: 8:37:29, time: 1.058, data_time: 0.004, memory: 5822, loss_cls: 2.9549, loss: 2.9549, grad_norm: 3.5442 2020-10-25 09:53:35,446 - mmaction - INFO - Epoch [85][320/1712] lr: 1.000e-04, eta: 8:37:06, time: 1.112, data_time: 0.002, memory: 5822, loss_cls: 2.9217, loss: 2.9217, grad_norm: 3.5763 2020-10-25 09:53:57,023 - mmaction - INFO - Epoch [85][340/1712] lr: 1.000e-04, eta: 8:36:43, time: 1.076, data_time: 0.006, memory: 5822, loss_cls: 2.9752, loss: 2.9752, grad_norm: 3.6722 2020-10-25 09:54:18,706 - mmaction - INFO - Epoch [85][360/1712] lr: 1.000e-04, eta: 8:36:20, time: 1.080, data_time: 0.006, memory: 5822, loss_cls: 2.9996, loss: 2.9996, grad_norm: 3.7588 2020-10-25 09:54:40,141 - mmaction - INFO - Epoch [85][380/1712] lr: 1.000e-04, eta: 8:35:56, time: 1.072, data_time: 0.009, memory: 5822, loss_cls: 2.9607, loss: 2.9607, grad_norm: 3.6956 2020-10-25 09:55:01,533 - mmaction - INFO - Epoch [85][400/1712] lr: 1.000e-04, eta: 8:35:33, time: 1.076, data_time: 0.008, memory: 5822, loss_cls: 2.9747, loss: 2.9747, grad_norm: 3.6880 2020-10-25 09:55:23,764 - mmaction - INFO - Epoch [85][420/1712] lr: 1.000e-04, eta: 8:35:10, time: 1.102, data_time: 0.009, memory: 5822, loss_cls: 2.9598, loss: 2.9598, grad_norm: 3.6610 2020-10-25 09:55:45,623 - mmaction - INFO - Epoch [85][440/1712] lr: 1.000e-04, eta: 8:34:47, time: 1.094, data_time: 0.014, memory: 5822, loss_cls: 2.9695, loss: 2.9695, grad_norm: 3.7266 2020-10-25 09:56:06,869 - mmaction - INFO - Epoch [85][460/1712] lr: 1.000e-04, eta: 8:34:24, time: 1.070, data_time: 0.009, memory: 5822, loss_cls: 2.9442, loss: 2.9442, grad_norm: 3.6283 2020-10-25 09:56:28,781 - mmaction - INFO - Epoch [85][480/1712] lr: 1.000e-04, eta: 8:34:01, time: 1.081, data_time: 0.005, memory: 5822, loss_cls: 3.0034, loss: 3.0034, grad_norm: 3.6528 2020-10-25 09:56:50,537 - mmaction - INFO - Epoch [85][500/1712] lr: 1.000e-04, eta: 8:33:38, time: 1.096, data_time: 0.017, memory: 5822, loss_cls: 2.9432, loss: 2.9432, grad_norm: 3.6637 2020-10-25 09:57:11,784 - mmaction - INFO - Epoch [85][520/1712] lr: 1.000e-04, eta: 8:33:14, time: 1.067, data_time: 0.009, memory: 5822, loss_cls: 2.9675, loss: 2.9675, grad_norm: 3.6605 2020-10-25 09:57:33,391 - mmaction - INFO - Epoch [85][540/1712] lr: 1.000e-04, eta: 8:32:51, time: 1.081, data_time: 0.003, memory: 5822, loss_cls: 3.0368, loss: 3.0368, grad_norm: 3.8126 2020-10-25 09:57:55,090 - mmaction - INFO - Epoch [85][560/1712] lr: 1.000e-04, eta: 8:32:28, time: 1.081, data_time: 0.002, memory: 5822, loss_cls: 2.9457, loss: 2.9457, grad_norm: 3.6822 2020-10-25 09:58:16,846 - mmaction - INFO - Epoch [85][580/1712] lr: 1.000e-04, eta: 8:32:05, time: 1.087, data_time: 0.007, memory: 5822, loss_cls: 3.0013, loss: 3.0013, grad_norm: 3.7120 2020-10-25 09:58:38,424 - mmaction - INFO - Epoch [85][600/1712] lr: 1.000e-04, eta: 8:31:42, time: 1.083, data_time: 0.007, memory: 5822, loss_cls: 3.0070, loss: 3.0070, grad_norm: 3.7289 2020-10-25 09:59:00,025 - mmaction - INFO - Epoch [85][620/1712] lr: 1.000e-04, eta: 8:31:19, time: 1.074, data_time: 0.004, memory: 5822, loss_cls: 3.0116, loss: 3.0116, grad_norm: 3.7188 2020-10-25 09:59:21,456 - mmaction - INFO - Epoch [85][640/1712] lr: 1.000e-04, eta: 8:30:55, time: 1.065, data_time: 0.011, memory: 5822, loss_cls: 2.9613, loss: 2.9613, grad_norm: 3.7036 2020-10-25 09:59:43,150 - mmaction - INFO - Epoch [85][660/1712] lr: 1.000e-04, eta: 8:30:32, time: 1.099, data_time: 0.017, memory: 5822, loss_cls: 2.9729, loss: 2.9729, grad_norm: 3.6564 2020-10-25 10:00:05,107 - mmaction - INFO - Epoch [85][680/1712] lr: 1.000e-04, eta: 8:30:09, time: 1.091, data_time: 0.002, memory: 5822, loss_cls: 2.9368, loss: 2.9368, grad_norm: 3.6312 2020-10-25 10:00:26,418 - mmaction - INFO - Epoch [85][700/1712] lr: 1.000e-04, eta: 8:29:46, time: 1.073, data_time: 0.009, memory: 5822, loss_cls: 2.9749, loss: 2.9749, grad_norm: 3.6996 2020-10-25 10:00:48,203 - mmaction - INFO - Epoch [85][720/1712] lr: 1.000e-04, eta: 8:29:23, time: 1.089, data_time: 0.002, memory: 5822, loss_cls: 2.9476, loss: 2.9476, grad_norm: 3.6257 2020-10-25 10:01:10,704 - mmaction - INFO - Epoch [85][740/1712] lr: 1.000e-04, eta: 8:29:00, time: 1.125, data_time: 0.001, memory: 5822, loss_cls: 2.9499, loss: 2.9499, grad_norm: 3.6381 2020-10-25 10:01:32,018 - mmaction - INFO - Epoch [85][760/1712] lr: 1.000e-04, eta: 8:28:37, time: 1.062, data_time: 0.007, memory: 5822, loss_cls: 3.0284, loss: 3.0284, grad_norm: 3.6403 2020-10-25 10:01:53,518 - mmaction - INFO - Epoch [85][780/1712] lr: 1.000e-04, eta: 8:28:13, time: 1.074, data_time: 0.005, memory: 5822, loss_cls: 2.9938, loss: 2.9938, grad_norm: 3.7328 2020-10-25 10:02:15,589 - mmaction - INFO - Epoch [85][800/1712] lr: 1.000e-04, eta: 8:27:50, time: 1.106, data_time: 0.006, memory: 5822, loss_cls: 2.9947, loss: 2.9947, grad_norm: 3.6755 2020-10-25 10:02:36,984 - mmaction - INFO - Epoch [85][820/1712] lr: 1.000e-04, eta: 8:27:27, time: 1.068, data_time: 0.002, memory: 5822, loss_cls: 3.0192, loss: 3.0192, grad_norm: 3.7111 2020-10-25 10:02:58,713 - mmaction - INFO - Epoch [85][840/1712] lr: 1.000e-04, eta: 8:27:04, time: 1.083, data_time: 0.004, memory: 5822, loss_cls: 3.0356, loss: 3.0356, grad_norm: 3.7781 2020-10-25 10:03:20,001 - mmaction - INFO - Epoch [85][860/1712] lr: 1.000e-04, eta: 8:26:41, time: 1.070, data_time: 0.034, memory: 5822, loss_cls: 2.9571, loss: 2.9571, grad_norm: 3.7275 2020-10-25 10:03:41,225 - mmaction - INFO - Epoch [85][880/1712] lr: 1.000e-04, eta: 8:26:18, time: 1.058, data_time: 0.003, memory: 5822, loss_cls: 2.9430, loss: 2.9430, grad_norm: 3.6490 2020-10-25 10:04:03,015 - mmaction - INFO - Epoch [85][900/1712] lr: 1.000e-04, eta: 8:25:54, time: 1.085, data_time: 0.005, memory: 5822, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.6796 2020-10-25 10:04:24,386 - mmaction - INFO - Epoch [85][920/1712] lr: 1.000e-04, eta: 8:25:31, time: 1.076, data_time: 0.009, memory: 5822, loss_cls: 3.0217, loss: 3.0217, grad_norm: 3.7771 2020-10-25 10:04:45,834 - mmaction - INFO - Epoch [85][940/1712] lr: 1.000e-04, eta: 8:25:08, time: 1.069, data_time: 0.002, memory: 5822, loss_cls: 2.9717, loss: 2.9717, grad_norm: 3.7162 2020-10-25 10:05:07,494 - mmaction - INFO - Epoch [85][960/1712] lr: 1.000e-04, eta: 8:24:45, time: 1.087, data_time: 0.005, memory: 5822, loss_cls: 2.9696, loss: 2.9696, grad_norm: 3.6403 2020-10-25 10:05:29,217 - mmaction - INFO - Epoch [85][980/1712] lr: 1.000e-04, eta: 8:24:22, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 3.0177, loss: 3.0177, grad_norm: 3.7544 2020-10-25 10:05:51,535 - mmaction - INFO - Epoch [85][1000/1712] lr: 1.000e-04, eta: 8:23:59, time: 1.105, data_time: 0.005, memory: 5822, loss_cls: 2.9506, loss: 2.9506, grad_norm: 3.6878 2020-10-25 10:06:13,614 - mmaction - INFO - Epoch [85][1020/1712] lr: 1.000e-04, eta: 8:23:36, time: 1.115, data_time: 0.016, memory: 5822, loss_cls: 2.9699, loss: 2.9699, grad_norm: 3.6654 2020-10-25 10:06:35,349 - mmaction - INFO - Epoch [85][1040/1712] lr: 1.000e-04, eta: 8:23:13, time: 1.090, data_time: 0.008, memory: 5822, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.7104 2020-10-25 10:06:56,986 - mmaction - INFO - Epoch [85][1060/1712] lr: 1.000e-04, eta: 8:22:49, time: 1.082, data_time: 0.001, memory: 5822, loss_cls: 3.0155, loss: 3.0155, grad_norm: 3.7338 2020-10-25 10:07:20,037 - mmaction - INFO - Epoch [85][1080/1712] lr: 1.000e-04, eta: 8:22:27, time: 1.151, data_time: 0.002, memory: 5822, loss_cls: 2.9555, loss: 2.9555, grad_norm: 3.6624 2020-10-25 10:07:41,043 - mmaction - INFO - Epoch [85][1100/1712] lr: 1.000e-04, eta: 8:22:03, time: 1.049, data_time: 0.007, memory: 5822, loss_cls: 2.9675, loss: 2.9675, grad_norm: 3.5837 2020-10-25 10:08:02,727 - mmaction - INFO - Epoch [85][1120/1712] lr: 1.000e-04, eta: 8:21:40, time: 1.088, data_time: 0.008, memory: 5822, loss_cls: 2.9459, loss: 2.9459, grad_norm: 3.6341 2020-10-25 10:08:24,117 - mmaction - INFO - Epoch [85][1140/1712] lr: 1.000e-04, eta: 8:21:17, time: 1.069, data_time: 0.004, memory: 5822, loss_cls: 2.9837, loss: 2.9837, grad_norm: 3.7332 2020-10-25 10:08:45,871 - mmaction - INFO - Epoch [85][1160/1712] lr: 1.000e-04, eta: 8:20:54, time: 1.083, data_time: 0.003, memory: 5822, loss_cls: 2.9372, loss: 2.9372, grad_norm: 3.6904 2020-10-25 10:09:07,208 - mmaction - INFO - Epoch [85][1180/1712] lr: 1.000e-04, eta: 8:20:31, time: 1.071, data_time: 0.008, memory: 5822, loss_cls: 2.9459, loss: 2.9459, grad_norm: 3.6788 2020-10-25 10:09:28,720 - mmaction - INFO - Epoch [85][1200/1712] lr: 1.000e-04, eta: 8:20:07, time: 1.076, data_time: 0.003, memory: 5822, loss_cls: 2.9329, loss: 2.9329, grad_norm: 3.6200 2020-10-25 10:09:50,104 - mmaction - INFO - Epoch [85][1220/1712] lr: 1.000e-04, eta: 8:19:44, time: 1.066, data_time: 0.003, memory: 5822, loss_cls: 2.9928, loss: 2.9928, grad_norm: 3.7180 2020-10-25 10:10:12,016 - mmaction - INFO - Epoch [85][1240/1712] lr: 1.000e-04, eta: 8:19:21, time: 1.099, data_time: 0.005, memory: 5822, loss_cls: 2.9884, loss: 2.9884, grad_norm: 3.6737 2020-10-25 10:10:33,237 - mmaction - INFO - Epoch [85][1260/1712] lr: 1.000e-04, eta: 8:18:58, time: 1.061, data_time: 0.005, memory: 5822, loss_cls: 3.0287, loss: 3.0287, grad_norm: 3.6579 2020-10-25 10:10:55,063 - mmaction - INFO - Epoch [85][1280/1712] lr: 1.000e-04, eta: 8:18:35, time: 1.088, data_time: 0.001, memory: 5822, loss_cls: 2.9728, loss: 2.9728, grad_norm: 3.6100 2020-10-25 10:11:16,823 - mmaction - INFO - Epoch [85][1300/1712] lr: 1.000e-04, eta: 8:18:12, time: 1.090, data_time: 0.008, memory: 5822, loss_cls: 2.9668, loss: 2.9668, grad_norm: 3.6520 2020-10-25 10:11:38,209 - mmaction - INFO - Epoch [85][1320/1712] lr: 1.000e-04, eta: 8:17:49, time: 1.069, data_time: 0.005, memory: 5822, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.6942 2020-10-25 10:11:59,454 - mmaction - INFO - Epoch [85][1340/1712] lr: 1.000e-04, eta: 8:17:25, time: 1.059, data_time: 0.004, memory: 5822, loss_cls: 2.9857, loss: 2.9857, grad_norm: 3.7423 2020-10-25 10:12:21,459 - mmaction - INFO - Epoch [85][1360/1712] lr: 1.000e-04, eta: 8:17:02, time: 1.102, data_time: 0.008, memory: 5822, loss_cls: 2.9965, loss: 2.9965, grad_norm: 3.7117 2020-10-25 10:12:43,089 - mmaction - INFO - Epoch [85][1380/1712] lr: 1.000e-04, eta: 8:16:39, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 2.9741, loss: 2.9741, grad_norm: 3.6314 2020-10-25 10:13:04,403 - mmaction - INFO - Epoch [85][1400/1712] lr: 1.000e-04, eta: 8:16:16, time: 1.068, data_time: 0.008, memory: 5822, loss_cls: 2.9083, loss: 2.9083, grad_norm: 3.5956 2020-10-25 10:13:25,957 - mmaction - INFO - Epoch [85][1420/1712] lr: 1.000e-04, eta: 8:15:53, time: 1.081, data_time: 0.006, memory: 5822, loss_cls: 2.9544, loss: 2.9544, grad_norm: 3.5688 2020-10-25 10:13:47,956 - mmaction - INFO - Epoch [85][1440/1712] lr: 1.000e-04, eta: 8:15:30, time: 1.100, data_time: 0.002, memory: 5822, loss_cls: 2.9744, loss: 2.9744, grad_norm: 3.6675 2020-10-25 10:14:09,062 - mmaction - INFO - Epoch [85][1460/1712] lr: 1.000e-04, eta: 8:15:06, time: 1.048, data_time: 0.003, memory: 5822, loss_cls: 2.9879, loss: 2.9879, grad_norm: 3.6692 2020-10-25 10:14:30,379 - mmaction - INFO - Epoch [85][1480/1712] lr: 1.000e-04, eta: 8:14:43, time: 1.068, data_time: 0.009, memory: 5822, loss_cls: 2.9352, loss: 2.9352, grad_norm: 3.5920 2020-10-25 10:14:52,599 - mmaction - INFO - Epoch [85][1500/1712] lr: 1.000e-04, eta: 8:14:20, time: 1.110, data_time: 0.006, memory: 5822, loss_cls: 3.0059, loss: 3.0059, grad_norm: 3.7233 2020-10-25 10:15:14,279 - mmaction - INFO - Epoch [85][1520/1712] lr: 1.000e-04, eta: 8:13:57, time: 1.076, data_time: 0.006, memory: 5822, loss_cls: 2.9425, loss: 2.9425, grad_norm: 3.6056 2020-10-25 10:15:35,464 - mmaction - INFO - Epoch [85][1540/1712] lr: 1.000e-04, eta: 8:13:34, time: 1.072, data_time: 0.017, memory: 5822, loss_cls: 2.9361, loss: 2.9361, grad_norm: 3.6281 2020-10-25 10:15:57,699 - mmaction - INFO - Epoch [85][1560/1712] lr: 1.000e-04, eta: 8:13:11, time: 1.109, data_time: 0.002, memory: 5822, loss_cls: 2.9388, loss: 2.9388, grad_norm: 3.6876 2020-10-25 10:16:19,206 - mmaction - INFO - Epoch [85][1580/1712] lr: 1.000e-04, eta: 8:12:48, time: 1.069, data_time: 0.005, memory: 5822, loss_cls: 2.8864, loss: 2.8864, grad_norm: 3.5922 2020-10-25 10:16:40,907 - mmaction - INFO - Epoch [85][1600/1712] lr: 1.000e-04, eta: 8:12:25, time: 1.091, data_time: 0.012, memory: 5822, loss_cls: 2.9997, loss: 2.9997, grad_norm: 3.7052 2020-10-25 10:17:01,802 - mmaction - INFO - Epoch [85][1620/1712] lr: 1.000e-04, eta: 8:12:01, time: 1.046, data_time: 0.005, memory: 5822, loss_cls: 2.9650, loss: 2.9650, grad_norm: 3.7232 2020-10-25 10:17:23,105 - mmaction - INFO - Epoch [85][1640/1712] lr: 1.000e-04, eta: 8:11:38, time: 1.064, data_time: 0.007, memory: 5822, loss_cls: 2.9663, loss: 2.9663, grad_norm: 3.6479 2020-10-25 10:17:44,747 - mmaction - INFO - Epoch [85][1660/1712] lr: 1.000e-04, eta: 8:11:15, time: 1.081, data_time: 0.008, memory: 5822, loss_cls: 3.0063, loss: 3.0063, grad_norm: 3.6859 2020-10-25 10:18:06,369 - mmaction - INFO - Epoch [85][1680/1712] lr: 1.000e-04, eta: 8:10:52, time: 1.079, data_time: 0.006, memory: 5822, loss_cls: 2.9899, loss: 2.9899, grad_norm: 3.6869 2020-10-25 10:18:28,261 - mmaction - INFO - Epoch [85][1700/1712] lr: 1.000e-04, eta: 8:10:29, time: 1.093, data_time: 0.008, memory: 5822, loss_cls: 2.9680, loss: 2.9680, grad_norm: 3.6715 2020-10-25 10:18:40,506 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-10-25 10:21:40,725 - mmaction - INFO - Epoch [86][20/1712] lr: 1.000e-04, eta: 8:09:51, time: 1.556, data_time: 0.972, memory: 5822, loss_cls: 2.9745, loss: 2.9745, grad_norm: 3.7204 2020-10-25 10:22:02,107 - mmaction - INFO - Epoch [86][40/1712] lr: 1.000e-04, eta: 8:09:28, time: 1.070, data_time: 0.442, memory: 5822, loss_cls: 3.0224, loss: 3.0224, grad_norm: 3.6959 2020-10-25 10:22:24,289 - mmaction - INFO - Epoch [86][60/1712] lr: 1.000e-04, eta: 8:09:05, time: 1.103, data_time: 0.137, memory: 5822, loss_cls: 2.9545, loss: 2.9545, grad_norm: 3.6476 2020-10-25 10:22:46,222 - mmaction - INFO - Epoch [86][80/1712] lr: 1.000e-04, eta: 8:08:42, time: 1.102, data_time: 0.009, memory: 5822, loss_cls: 2.9601, loss: 2.9601, grad_norm: 3.6330 2020-10-25 10:23:08,359 - mmaction - INFO - Epoch [86][100/1712] lr: 1.000e-04, eta: 8:08:19, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 3.0082, loss: 3.0082, grad_norm: 3.7718 2020-10-25 10:23:29,753 - mmaction - INFO - Epoch [86][120/1712] lr: 1.000e-04, eta: 8:07:56, time: 1.070, data_time: 0.005, memory: 5822, loss_cls: 2.9923, loss: 2.9923, grad_norm: 3.6746 2020-10-25 10:23:52,183 - mmaction - INFO - Epoch [86][140/1712] lr: 1.000e-04, eta: 8:07:33, time: 1.116, data_time: 0.006, memory: 5822, loss_cls: 3.0222, loss: 3.0222, grad_norm: 3.7221 2020-10-25 10:24:14,259 - mmaction - INFO - Epoch [86][160/1712] lr: 1.000e-04, eta: 8:07:09, time: 1.104, data_time: 0.013, memory: 5822, loss_cls: 2.9522, loss: 2.9522, grad_norm: 3.6730 2020-10-25 10:24:36,206 - mmaction - INFO - Epoch [86][180/1712] lr: 1.000e-04, eta: 8:06:46, time: 1.102, data_time: 0.010, memory: 5822, loss_cls: 2.9815, loss: 2.9815, grad_norm: 3.7284 2020-10-25 10:24:57,920 - mmaction - INFO - Epoch [86][200/1712] lr: 1.000e-04, eta: 8:06:23, time: 1.084, data_time: 0.006, memory: 5822, loss_cls: 2.9748, loss: 2.9748, grad_norm: 3.6709 2020-10-25 10:25:20,253 - mmaction - INFO - Epoch [86][220/1712] lr: 1.000e-04, eta: 8:06:00, time: 1.118, data_time: 0.007, memory: 5822, loss_cls: 2.9991, loss: 2.9991, grad_norm: 3.5994 2020-10-25 10:25:42,527 - mmaction - INFO - Epoch [86][240/1712] lr: 1.000e-04, eta: 8:05:37, time: 1.117, data_time: 0.007, memory: 5822, loss_cls: 2.9535, loss: 2.9535, grad_norm: 3.6423 2020-10-25 10:26:04,100 - mmaction - INFO - Epoch [86][260/1712] lr: 1.000e-04, eta: 8:05:14, time: 1.076, data_time: 0.005, memory: 5822, loss_cls: 2.9514, loss: 2.9514, grad_norm: 3.6238 2020-10-25 10:26:25,680 - mmaction - INFO - Epoch [86][280/1712] lr: 1.000e-04, eta: 8:04:51, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 2.9428, loss: 2.9428, grad_norm: 3.6137 2020-10-25 10:26:48,363 - mmaction - INFO - Epoch [86][300/1712] lr: 1.000e-04, eta: 8:04:28, time: 1.127, data_time: 0.004, memory: 5822, loss_cls: 2.9317, loss: 2.9317, grad_norm: 3.5676 2020-10-25 10:27:09,459 - mmaction - INFO - Epoch [86][320/1712] lr: 1.000e-04, eta: 8:04:05, time: 1.064, data_time: 0.016, memory: 5822, loss_cls: 2.9848, loss: 2.9848, grad_norm: 3.6062 2020-10-25 10:27:30,932 - mmaction - INFO - Epoch [86][340/1712] lr: 1.000e-04, eta: 8:03:42, time: 1.073, data_time: 0.002, memory: 5822, loss_cls: 3.0162, loss: 3.0162, grad_norm: 3.7329 2020-10-25 10:27:52,167 - mmaction - INFO - Epoch [86][360/1712] lr: 1.000e-04, eta: 8:03:18, time: 1.060, data_time: 0.002, memory: 5822, loss_cls: 2.9662, loss: 2.9662, grad_norm: 3.7588 2020-10-25 10:28:14,277 - mmaction - INFO - Epoch [86][380/1712] lr: 1.000e-04, eta: 8:02:55, time: 1.103, data_time: 0.003, memory: 5822, loss_cls: 2.9359, loss: 2.9359, grad_norm: 3.6108 2020-10-25 10:28:36,277 - mmaction - INFO - Epoch [86][400/1712] lr: 1.000e-04, eta: 8:02:32, time: 1.097, data_time: 0.006, memory: 5822, loss_cls: 2.9243, loss: 2.9243, grad_norm: 3.6939 2020-10-25 10:28:57,912 - mmaction - INFO - Epoch [86][420/1712] lr: 1.000e-04, eta: 8:02:09, time: 1.087, data_time: 0.008, memory: 5822, loss_cls: 2.9693, loss: 2.9693, grad_norm: 3.6726 2020-10-25 10:29:19,745 - mmaction - INFO - Epoch [86][440/1712] lr: 1.000e-04, eta: 8:01:46, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 2.9918, loss: 2.9918, grad_norm: 3.6977 2020-10-25 10:29:41,908 - mmaction - INFO - Epoch [86][460/1712] lr: 1.000e-04, eta: 8:01:23, time: 1.111, data_time: 0.005, memory: 5822, loss_cls: 2.9320, loss: 2.9320, grad_norm: 3.6286 2020-10-25 10:30:03,551 - mmaction - INFO - Epoch [86][480/1712] lr: 1.000e-04, eta: 8:01:00, time: 1.077, data_time: 0.008, memory: 5822, loss_cls: 2.9068, loss: 2.9068, grad_norm: 3.5730 2020-10-25 10:30:25,672 - mmaction - INFO - Epoch [86][500/1712] lr: 1.000e-04, eta: 8:00:37, time: 1.103, data_time: 0.010, memory: 5822, loss_cls: 2.9562, loss: 2.9562, grad_norm: 3.6064 2020-10-25 10:30:47,763 - mmaction - INFO - Epoch [86][520/1712] lr: 1.000e-04, eta: 8:00:14, time: 1.102, data_time: 0.009, memory: 5822, loss_cls: 3.0152, loss: 3.0152, grad_norm: 3.7064 2020-10-25 10:31:10,201 - mmaction - INFO - Epoch [86][540/1712] lr: 1.000e-04, eta: 7:59:51, time: 1.121, data_time: 0.013, memory: 5822, loss_cls: 2.9107, loss: 2.9107, grad_norm: 3.6673 2020-10-25 10:31:31,973 - mmaction - INFO - Epoch [86][560/1712] lr: 1.000e-04, eta: 7:59:28, time: 1.092, data_time: 0.013, memory: 5822, loss_cls: 2.9735, loss: 2.9735, grad_norm: 3.6760 2020-10-25 10:31:54,169 - mmaction - INFO - Epoch [86][580/1712] lr: 1.000e-04, eta: 7:59:05, time: 1.110, data_time: 0.009, memory: 5822, loss_cls: 3.0230, loss: 3.0230, grad_norm: 3.7021 2020-10-25 10:32:16,269 - mmaction - INFO - Epoch [86][600/1712] lr: 1.000e-04, eta: 7:58:42, time: 1.110, data_time: 0.010, memory: 5822, loss_cls: 2.9229, loss: 2.9229, grad_norm: 3.6208 2020-10-25 10:32:37,559 - mmaction - INFO - Epoch [86][620/1712] lr: 1.000e-04, eta: 7:58:19, time: 1.065, data_time: 0.004, memory: 5822, loss_cls: 2.9419, loss: 2.9419, grad_norm: 3.7197 2020-10-25 10:32:59,618 - mmaction - INFO - Epoch [86][640/1712] lr: 1.000e-04, eta: 7:57:56, time: 1.096, data_time: 0.003, memory: 5822, loss_cls: 2.9878, loss: 2.9878, grad_norm: 3.6828 2020-10-25 10:33:21,013 - mmaction - INFO - Epoch [86][660/1712] lr: 1.000e-04, eta: 7:57:32, time: 1.078, data_time: 0.047, memory: 5822, loss_cls: 2.9721, loss: 2.9721, grad_norm: 3.6138 2020-10-25 10:33:42,955 - mmaction - INFO - Epoch [86][680/1712] lr: 1.000e-04, eta: 7:57:09, time: 1.088, data_time: 0.002, memory: 5822, loss_cls: 2.9928, loss: 2.9928, grad_norm: 3.6801 2020-10-25 10:34:05,093 - mmaction - INFO - Epoch [86][700/1712] lr: 1.000e-04, eta: 7:56:46, time: 1.109, data_time: 0.010, memory: 5822, loss_cls: 2.9705, loss: 2.9705, grad_norm: 3.6725 2020-10-25 10:34:27,154 - mmaction - INFO - Epoch [86][720/1712] lr: 1.000e-04, eta: 7:56:23, time: 1.109, data_time: 0.009, memory: 5822, loss_cls: 2.9736, loss: 2.9736, grad_norm: 3.7156 2020-10-25 10:34:48,974 - mmaction - INFO - Epoch [86][740/1712] lr: 1.000e-04, eta: 7:56:00, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.7256 2020-10-25 10:35:10,492 - mmaction - INFO - Epoch [86][760/1712] lr: 1.000e-04, eta: 7:55:37, time: 1.076, data_time: 0.004, memory: 5822, loss_cls: 2.9904, loss: 2.9904, grad_norm: 3.6730 2020-10-25 10:35:32,135 - mmaction - INFO - Epoch [86][780/1712] lr: 1.000e-04, eta: 7:55:14, time: 1.079, data_time: 0.006, memory: 5822, loss_cls: 2.9733, loss: 2.9733, grad_norm: 3.7297 2020-10-25 10:35:53,398 - mmaction - INFO - Epoch [86][800/1712] lr: 1.000e-04, eta: 7:54:51, time: 1.054, data_time: 0.005, memory: 5822, loss_cls: 2.9450, loss: 2.9450, grad_norm: 3.7392 2020-10-25 10:36:14,939 - mmaction - INFO - Epoch [86][820/1712] lr: 1.000e-04, eta: 7:54:28, time: 1.088, data_time: 0.018, memory: 5822, loss_cls: 3.0028, loss: 3.0028, grad_norm: 3.6858 2020-10-25 10:36:37,017 - mmaction - INFO - Epoch [86][840/1712] lr: 1.000e-04, eta: 7:54:05, time: 1.101, data_time: 0.003, memory: 5822, loss_cls: 2.9986, loss: 2.9986, grad_norm: 3.6939 2020-10-25 10:36:59,513 - mmaction - INFO - Epoch [86][860/1712] lr: 1.000e-04, eta: 7:53:42, time: 1.127, data_time: 0.006, memory: 5822, loss_cls: 2.9799, loss: 2.9799, grad_norm: 3.6067 2020-10-25 10:37:21,096 - mmaction - INFO - Epoch [86][880/1712] lr: 1.000e-04, eta: 7:53:18, time: 1.082, data_time: 0.004, memory: 5822, loss_cls: 2.9580, loss: 2.9580, grad_norm: 3.7205 2020-10-25 10:37:43,307 - mmaction - INFO - Epoch [86][900/1712] lr: 1.000e-04, eta: 7:52:55, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 2.9580, loss: 2.9580, grad_norm: 3.7172 2020-10-25 10:38:05,059 - mmaction - INFO - Epoch [86][920/1712] lr: 1.000e-04, eta: 7:52:32, time: 1.088, data_time: 0.002, memory: 5822, loss_cls: 2.9229, loss: 2.9229, grad_norm: 3.6793 2020-10-25 10:38:27,288 - mmaction - INFO - Epoch [86][940/1712] lr: 1.000e-04, eta: 7:52:09, time: 1.107, data_time: 0.002, memory: 5822, loss_cls: 2.9643, loss: 2.9643, grad_norm: 3.6460 2020-10-25 10:38:49,101 - mmaction - INFO - Epoch [86][960/1712] lr: 1.000e-04, eta: 7:51:46, time: 1.094, data_time: 0.008, memory: 5822, loss_cls: 2.9757, loss: 2.9757, grad_norm: 3.6358 2020-10-25 10:39:11,315 - mmaction - INFO - Epoch [86][980/1712] lr: 1.000e-04, eta: 7:51:23, time: 1.112, data_time: 0.004, memory: 5822, loss_cls: 2.9374, loss: 2.9374, grad_norm: 3.6272 2020-10-25 10:39:34,115 - mmaction - INFO - Epoch [86][1000/1712] lr: 1.000e-04, eta: 7:51:00, time: 1.138, data_time: 0.003, memory: 5822, loss_cls: 2.9567, loss: 2.9567, grad_norm: 3.6693 2020-10-25 10:39:55,590 - mmaction - INFO - Epoch [86][1020/1712] lr: 1.000e-04, eta: 7:50:37, time: 1.075, data_time: 0.006, memory: 5822, loss_cls: 2.9954, loss: 2.9954, grad_norm: 3.7376 2020-10-25 10:40:17,774 - mmaction - INFO - Epoch [86][1040/1712] lr: 1.000e-04, eta: 7:50:14, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 2.9977, loss: 2.9977, grad_norm: 3.7344 2020-10-25 10:40:39,407 - mmaction - INFO - Epoch [86][1060/1712] lr: 1.000e-04, eta: 7:49:51, time: 1.090, data_time: 0.015, memory: 5822, loss_cls: 2.9572, loss: 2.9572, grad_norm: 3.6877 2020-10-25 10:41:01,783 - mmaction - INFO - Epoch [86][1080/1712] lr: 1.000e-04, eta: 7:49:28, time: 1.115, data_time: 0.006, memory: 5822, loss_cls: 2.9268, loss: 2.9268, grad_norm: 3.6627 2020-10-25 10:41:23,650 - mmaction - INFO - Epoch [86][1100/1712] lr: 1.000e-04, eta: 7:49:05, time: 1.100, data_time: 0.012, memory: 5822, loss_cls: 3.0146, loss: 3.0146, grad_norm: 3.7312 2020-10-25 10:41:46,443 - mmaction - INFO - Epoch [86][1120/1712] lr: 1.000e-04, eta: 7:48:42, time: 1.133, data_time: 0.005, memory: 5822, loss_cls: 2.9959, loss: 2.9959, grad_norm: 3.6792 2020-10-25 10:42:08,796 - mmaction - INFO - Epoch [86][1140/1712] lr: 1.000e-04, eta: 7:48:19, time: 1.122, data_time: 0.013, memory: 5822, loss_cls: 2.9588, loss: 2.9588, grad_norm: 3.6959 2020-10-25 10:42:30,821 - mmaction - INFO - Epoch [86][1160/1712] lr: 1.000e-04, eta: 7:47:56, time: 1.098, data_time: 0.013, memory: 5822, loss_cls: 2.9319, loss: 2.9319, grad_norm: 3.6675 2020-10-25 10:42:52,887 - mmaction - INFO - Epoch [86][1180/1712] lr: 1.000e-04, eta: 7:47:33, time: 1.104, data_time: 0.010, memory: 5822, loss_cls: 2.9921, loss: 2.9921, grad_norm: 3.7065 2020-10-25 10:43:15,663 - mmaction - INFO - Epoch [86][1200/1712] lr: 1.000e-04, eta: 7:47:10, time: 1.134, data_time: 0.009, memory: 5822, loss_cls: 3.0022, loss: 3.0022, grad_norm: 3.6412 2020-10-25 10:43:37,704 - mmaction - INFO - Epoch [86][1220/1712] lr: 1.000e-04, eta: 7:46:47, time: 1.102, data_time: 0.017, memory: 5822, loss_cls: 2.9720, loss: 2.9720, grad_norm: 3.6918 2020-10-25 10:43:59,839 - mmaction - INFO - Epoch [86][1240/1712] lr: 1.000e-04, eta: 7:46:24, time: 1.116, data_time: 0.014, memory: 5822, loss_cls: 2.9759, loss: 2.9759, grad_norm: 3.6789 2020-10-25 10:44:21,883 - mmaction - INFO - Epoch [86][1260/1712] lr: 1.000e-04, eta: 7:46:01, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 2.9554, loss: 2.9554, grad_norm: 3.6584 2020-10-25 10:44:43,410 - mmaction - INFO - Epoch [86][1280/1712] lr: 1.000e-04, eta: 7:45:38, time: 1.077, data_time: 0.006, memory: 5822, loss_cls: 2.9939, loss: 2.9939, grad_norm: 3.7830 2020-10-25 10:45:05,173 - mmaction - INFO - Epoch [86][1300/1712] lr: 1.000e-04, eta: 7:45:15, time: 1.090, data_time: 0.008, memory: 5822, loss_cls: 3.0259, loss: 3.0259, grad_norm: 3.7001 2020-10-25 10:45:27,040 - mmaction - INFO - Epoch [86][1320/1712] lr: 1.000e-04, eta: 7:44:52, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 3.0001, loss: 3.0001, grad_norm: 3.7031 2020-10-25 10:45:49,577 - mmaction - INFO - Epoch [86][1340/1712] lr: 1.000e-04, eta: 7:44:29, time: 1.117, data_time: 0.007, memory: 5822, loss_cls: 3.0209, loss: 3.0209, grad_norm: 3.7197 2020-10-25 10:46:11,391 - mmaction - INFO - Epoch [86][1360/1712] lr: 1.000e-04, eta: 7:44:06, time: 1.103, data_time: 0.016, memory: 5822, loss_cls: 2.9516, loss: 2.9516, grad_norm: 3.6663 2020-10-25 10:46:33,303 - mmaction - INFO - Epoch [86][1380/1712] lr: 1.000e-04, eta: 7:43:42, time: 1.093, data_time: 0.003, memory: 5822, loss_cls: 2.9521, loss: 2.9521, grad_norm: 3.6032 2020-10-25 10:46:54,776 - mmaction - INFO - Epoch [86][1400/1712] lr: 1.000e-04, eta: 7:43:19, time: 1.074, data_time: 0.005, memory: 5822, loss_cls: 2.9693, loss: 2.9693, grad_norm: 3.7475 2020-10-25 10:47:16,878 - mmaction - INFO - Epoch [86][1420/1712] lr: 1.000e-04, eta: 7:42:56, time: 1.108, data_time: 0.005, memory: 5822, loss_cls: 2.9584, loss: 2.9584, grad_norm: 3.6696 2020-10-25 10:47:37,730 - mmaction - INFO - Epoch [86][1440/1712] lr: 1.000e-04, eta: 7:42:33, time: 1.042, data_time: 0.001, memory: 5822, loss_cls: 2.9676, loss: 2.9676, grad_norm: 3.7439 2020-10-25 10:47:59,323 - mmaction - INFO - Epoch [86][1460/1712] lr: 1.000e-04, eta: 7:42:10, time: 1.079, data_time: 0.004, memory: 5822, loss_cls: 2.9477, loss: 2.9477, grad_norm: 3.6785 2020-10-25 10:48:21,735 - mmaction - INFO - Epoch [86][1480/1712] lr: 1.000e-04, eta: 7:41:47, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 2.9781, loss: 2.9781, grad_norm: 3.6704 2020-10-25 10:48:43,555 - mmaction - INFO - Epoch [86][1500/1712] lr: 1.000e-04, eta: 7:41:24, time: 1.092, data_time: 0.021, memory: 5822, loss_cls: 2.9995, loss: 2.9995, grad_norm: 3.6544 2020-10-25 10:49:04,743 - mmaction - INFO - Epoch [86][1520/1712] lr: 1.000e-04, eta: 7:41:01, time: 1.069, data_time: 0.014, memory: 5822, loss_cls: 2.9310, loss: 2.9310, grad_norm: 3.5690 2020-10-25 10:49:27,546 - mmaction - INFO - Epoch [86][1540/1712] lr: 1.000e-04, eta: 7:40:38, time: 1.130, data_time: 0.002, memory: 5822, loss_cls: 2.9498, loss: 2.9498, grad_norm: 3.6458 2020-10-25 10:49:49,787 - mmaction - INFO - Epoch [86][1560/1712] lr: 1.000e-04, eta: 7:40:15, time: 1.121, data_time: 0.012, memory: 5822, loss_cls: 3.0143, loss: 3.0143, grad_norm: 3.7334 2020-10-25 10:50:12,481 - mmaction - INFO - Epoch [86][1580/1712] lr: 1.000e-04, eta: 7:39:52, time: 1.136, data_time: 0.004, memory: 5822, loss_cls: 2.9563, loss: 2.9563, grad_norm: 3.6606 2020-10-25 10:50:34,379 - mmaction - INFO - Epoch [86][1600/1712] lr: 1.000e-04, eta: 7:39:29, time: 1.091, data_time: 0.002, memory: 5822, loss_cls: 3.0138, loss: 3.0138, grad_norm: 3.7577 2020-10-25 10:50:56,068 - mmaction - INFO - Epoch [86][1620/1712] lr: 1.000e-04, eta: 7:39:06, time: 1.088, data_time: 0.007, memory: 5822, loss_cls: 2.9360, loss: 2.9360, grad_norm: 3.6147 2020-10-25 10:51:18,335 - mmaction - INFO - Epoch [86][1640/1712] lr: 1.000e-04, eta: 7:38:43, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 2.9773, loss: 2.9773, grad_norm: 3.7342 2020-10-25 10:51:39,951 - mmaction - INFO - Epoch [86][1660/1712] lr: 1.000e-04, eta: 7:38:20, time: 1.080, data_time: 0.003, memory: 5822, loss_cls: 2.9877, loss: 2.9877, grad_norm: 3.6753 2020-10-25 10:52:02,318 - mmaction - INFO - Epoch [86][1680/1712] lr: 1.000e-04, eta: 7:37:57, time: 1.110, data_time: 0.006, memory: 5822, loss_cls: 2.9990, loss: 2.9990, grad_norm: 3.6872 2020-10-25 10:52:24,121 - mmaction - INFO - Epoch [86][1700/1712] lr: 1.000e-04, eta: 7:37:34, time: 1.094, data_time: 0.016, memory: 5822, loss_cls: 2.9819, loss: 2.9819, grad_norm: 3.6506 2020-10-25 10:53:21,388 - mmaction - INFO - Epoch [87][20/1712] lr: 1.000e-04, eta: 7:36:58, time: 2.169, data_time: 1.652, memory: 5822, loss_cls: 2.9047, loss: 2.9047, grad_norm: 3.5549 2020-10-25 10:53:43,662 - mmaction - INFO - Epoch [87][40/1712] lr: 1.000e-04, eta: 7:36:35, time: 1.115, data_time: 0.494, memory: 5822, loss_cls: 2.9890, loss: 2.9890, grad_norm: 3.7164 2020-10-25 10:54:05,761 - mmaction - INFO - Epoch [87][60/1712] lr: 1.000e-04, eta: 7:36:12, time: 1.104, data_time: 0.500, memory: 5822, loss_cls: 2.9585, loss: 2.9585, grad_norm: 3.6436 2020-10-25 10:54:28,198 - mmaction - INFO - Epoch [87][80/1712] lr: 1.000e-04, eta: 7:35:49, time: 1.125, data_time: 0.546, memory: 5822, loss_cls: 2.9757, loss: 2.9757, grad_norm: 3.6951 2020-10-25 10:54:50,316 - mmaction - INFO - Epoch [87][100/1712] lr: 1.000e-04, eta: 7:35:26, time: 1.104, data_time: 0.510, memory: 5822, loss_cls: 2.9162, loss: 2.9162, grad_norm: 3.6211 2020-10-25 10:55:12,821 - mmaction - INFO - Epoch [87][120/1712] lr: 1.000e-04, eta: 7:35:03, time: 1.122, data_time: 0.371, memory: 5822, loss_cls: 2.9263, loss: 2.9263, grad_norm: 3.6456 2020-10-25 10:55:34,999 - mmaction - INFO - Epoch [87][140/1712] lr: 1.000e-04, eta: 7:34:40, time: 1.109, data_time: 0.169, memory: 5822, loss_cls: 2.9821, loss: 2.9821, grad_norm: 3.6930 2020-10-25 10:55:57,132 - mmaction - INFO - Epoch [87][160/1712] lr: 1.000e-04, eta: 7:34:17, time: 1.113, data_time: 0.024, memory: 5822, loss_cls: 2.9578, loss: 2.9578, grad_norm: 3.6816 2020-10-25 10:56:19,202 - mmaction - INFO - Epoch [87][180/1712] lr: 1.000e-04, eta: 7:33:54, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 2.9414, loss: 2.9414, grad_norm: 3.5753 2020-10-25 10:56:41,215 - mmaction - INFO - Epoch [87][200/1712] lr: 1.000e-04, eta: 7:33:31, time: 1.100, data_time: 0.008, memory: 5822, loss_cls: 2.9700, loss: 2.9700, grad_norm: 3.6884 2020-10-25 10:57:02,967 - mmaction - INFO - Epoch [87][220/1712] lr: 1.000e-04, eta: 7:33:08, time: 1.090, data_time: 0.010, memory: 5822, loss_cls: 3.0034, loss: 3.0034, grad_norm: 3.6766 2020-10-25 10:57:25,463 - mmaction - INFO - Epoch [87][240/1712] lr: 1.000e-04, eta: 7:32:45, time: 1.129, data_time: 0.006, memory: 5822, loss_cls: 2.9632, loss: 2.9632, grad_norm: 3.6834 2020-10-25 10:57:47,636 - mmaction - INFO - Epoch [87][260/1712] lr: 1.000e-04, eta: 7:32:22, time: 1.107, data_time: 0.003, memory: 5822, loss_cls: 3.0341, loss: 3.0341, grad_norm: 3.7461 2020-10-25 10:58:09,537 - mmaction - INFO - Epoch [87][280/1712] lr: 1.000e-04, eta: 7:31:59, time: 1.092, data_time: 0.006, memory: 5822, loss_cls: 2.9672, loss: 2.9672, grad_norm: 3.7156 2020-10-25 10:58:31,346 - mmaction - INFO - Epoch [87][300/1712] lr: 1.000e-04, eta: 7:31:36, time: 1.085, data_time: 0.007, memory: 5822, loss_cls: 2.9560, loss: 2.9560, grad_norm: 3.6417 2020-10-25 10:58:53,331 - mmaction - INFO - Epoch [87][320/1712] lr: 1.000e-04, eta: 7:31:13, time: 1.109, data_time: 0.012, memory: 5822, loss_cls: 2.9893, loss: 2.9893, grad_norm: 3.6604 2020-10-25 10:59:15,137 - mmaction - INFO - Epoch [87][340/1712] lr: 1.000e-04, eta: 7:30:50, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 2.9919, loss: 2.9919, grad_norm: 3.7093 2020-10-25 10:59:36,786 - mmaction - INFO - Epoch [87][360/1712] lr: 1.000e-04, eta: 7:30:26, time: 1.071, data_time: 0.003, memory: 5822, loss_cls: 2.9787, loss: 2.9787, grad_norm: 3.7105 2020-10-25 10:59:58,902 - mmaction - INFO - Epoch [87][380/1712] lr: 1.000e-04, eta: 7:30:03, time: 1.113, data_time: 0.015, memory: 5822, loss_cls: 2.9220, loss: 2.9220, grad_norm: 3.5822 2020-10-25 11:00:21,044 - mmaction - INFO - Epoch [87][400/1712] lr: 1.000e-04, eta: 7:29:40, time: 1.110, data_time: 0.007, memory: 5822, loss_cls: 2.9348, loss: 2.9348, grad_norm: 3.6525 2020-10-25 11:00:43,192 - mmaction - INFO - Epoch [87][420/1712] lr: 1.000e-04, eta: 7:29:17, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 2.9927, loss: 2.9927, grad_norm: 3.7334 2020-10-25 11:01:04,822 - mmaction - INFO - Epoch [87][440/1712] lr: 1.000e-04, eta: 7:28:54, time: 1.082, data_time: 0.003, memory: 5822, loss_cls: 2.9803, loss: 2.9803, grad_norm: 3.6928 2020-10-25 11:01:26,626 - mmaction - INFO - Epoch [87][460/1712] lr: 1.000e-04, eta: 7:28:31, time: 1.082, data_time: 0.005, memory: 5822, loss_cls: 2.8925, loss: 2.8925, grad_norm: 3.6121 2020-10-25 11:01:49,084 - mmaction - INFO - Epoch [87][480/1712] lr: 1.000e-04, eta: 7:28:08, time: 1.129, data_time: 0.013, memory: 5822, loss_cls: 2.9467, loss: 2.9467, grad_norm: 3.6279 2020-10-25 11:02:10,889 - mmaction - INFO - Epoch [87][500/1712] lr: 1.000e-04, eta: 7:27:45, time: 1.088, data_time: 0.006, memory: 5822, loss_cls: 2.9391, loss: 2.9391, grad_norm: 3.6153 2020-10-25 11:02:32,345 - mmaction - INFO - Epoch [87][520/1712] lr: 1.000e-04, eta: 7:27:22, time: 1.077, data_time: 0.008, memory: 5822, loss_cls: 2.9507, loss: 2.9507, grad_norm: 3.7279 2020-10-25 11:02:54,699 - mmaction - INFO - Epoch [87][540/1712] lr: 1.000e-04, eta: 7:26:59, time: 1.121, data_time: 0.007, memory: 5822, loss_cls: 2.9576, loss: 2.9576, grad_norm: 3.6893 2020-10-25 11:03:16,827 - mmaction - INFO - Epoch [87][560/1712] lr: 1.000e-04, eta: 7:26:36, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 2.9805, loss: 2.9805, grad_norm: 3.6786 2020-10-25 11:03:38,910 - mmaction - INFO - Epoch [87][580/1712] lr: 1.000e-04, eta: 7:26:13, time: 1.107, data_time: 0.010, memory: 5822, loss_cls: 2.9801, loss: 2.9801, grad_norm: 3.7493 2020-10-25 11:04:01,000 - mmaction - INFO - Epoch [87][600/1712] lr: 1.000e-04, eta: 7:25:50, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 2.9205, loss: 2.9205, grad_norm: 3.5842 2020-10-25 11:04:23,048 - mmaction - INFO - Epoch [87][620/1712] lr: 1.000e-04, eta: 7:25:27, time: 1.108, data_time: 0.009, memory: 5822, loss_cls: 2.9078, loss: 2.9078, grad_norm: 3.5550 2020-10-25 11:04:44,930 - mmaction - INFO - Epoch [87][640/1712] lr: 1.000e-04, eta: 7:25:04, time: 1.084, data_time: 0.004, memory: 5822, loss_cls: 2.9212, loss: 2.9212, grad_norm: 3.6761 2020-10-25 11:05:06,712 - mmaction - INFO - Epoch [87][660/1712] lr: 1.000e-04, eta: 7:24:41, time: 1.097, data_time: 0.025, memory: 5822, loss_cls: 2.9547, loss: 2.9547, grad_norm: 3.6281 2020-10-25 11:05:28,671 - mmaction - INFO - Epoch [87][680/1712] lr: 1.000e-04, eta: 7:24:18, time: 1.096, data_time: 0.011, memory: 5822, loss_cls: 2.9469, loss: 2.9469, grad_norm: 3.6638 2020-10-25 11:05:50,498 - mmaction - INFO - Epoch [87][700/1712] lr: 1.000e-04, eta: 7:23:55, time: 1.098, data_time: 0.009, memory: 5822, loss_cls: 2.9480, loss: 2.9480, grad_norm: 3.6494 2020-10-25 11:06:13,062 - mmaction - INFO - Epoch [87][720/1712] lr: 1.000e-04, eta: 7:23:32, time: 1.126, data_time: 0.002, memory: 5822, loss_cls: 2.9949, loss: 2.9949, grad_norm: 3.6689 2020-10-25 11:06:34,861 - mmaction - INFO - Epoch [87][740/1712] lr: 1.000e-04, eta: 7:23:09, time: 1.088, data_time: 0.005, memory: 5822, loss_cls: 3.0112, loss: 3.0112, grad_norm: 3.7368 2020-10-25 11:06:56,928 - mmaction - INFO - Epoch [87][760/1712] lr: 1.000e-04, eta: 7:22:46, time: 1.092, data_time: 0.008, memory: 5822, loss_cls: 2.9527, loss: 2.9527, grad_norm: 3.7132 2020-10-25 11:07:18,350 - mmaction - INFO - Epoch [87][780/1712] lr: 1.000e-04, eta: 7:22:23, time: 1.074, data_time: 0.018, memory: 5822, loss_cls: 2.9861, loss: 2.9861, grad_norm: 3.6340 2020-10-25 11:07:40,191 - mmaction - INFO - Epoch [87][800/1712] lr: 1.000e-04, eta: 7:22:00, time: 1.096, data_time: 0.013, memory: 5822, loss_cls: 2.9638, loss: 2.9638, grad_norm: 3.7025 2020-10-25 11:08:01,922 - mmaction - INFO - Epoch [87][820/1712] lr: 1.000e-04, eta: 7:21:37, time: 1.095, data_time: 0.012, memory: 5822, loss_cls: 2.9293, loss: 2.9293, grad_norm: 3.6703 2020-10-25 11:08:23,846 - mmaction - INFO - Epoch [87][840/1712] lr: 1.000e-04, eta: 7:21:13, time: 1.092, data_time: 0.003, memory: 5822, loss_cls: 3.0198, loss: 3.0198, grad_norm: 3.7309 2020-10-25 11:08:45,598 - mmaction - INFO - Epoch [87][860/1712] lr: 1.000e-04, eta: 7:20:50, time: 1.090, data_time: 0.006, memory: 5822, loss_cls: 2.9954, loss: 2.9954, grad_norm: 3.7534 2020-10-25 11:09:07,940 - mmaction - INFO - Epoch [87][880/1712] lr: 1.000e-04, eta: 7:20:27, time: 1.116, data_time: 0.003, memory: 5822, loss_cls: 2.9761, loss: 2.9761, grad_norm: 3.7392 2020-10-25 11:09:30,020 - mmaction - INFO - Epoch [87][900/1712] lr: 1.000e-04, eta: 7:20:04, time: 1.107, data_time: 0.005, memory: 5822, loss_cls: 2.9718, loss: 2.9718, grad_norm: 3.6818 2020-10-25 11:09:52,307 - mmaction - INFO - Epoch [87][920/1712] lr: 1.000e-04, eta: 7:19:41, time: 1.103, data_time: 0.003, memory: 5822, loss_cls: 2.9401, loss: 2.9401, grad_norm: 3.6334 2020-10-25 11:10:14,011 - mmaction - INFO - Epoch [87][940/1712] lr: 1.000e-04, eta: 7:19:18, time: 1.088, data_time: 0.013, memory: 5822, loss_cls: 2.9892, loss: 2.9892, grad_norm: 3.6589 2020-10-25 11:10:34,951 - mmaction - INFO - Epoch [87][960/1712] lr: 1.000e-04, eta: 7:18:55, time: 1.053, data_time: 0.016, memory: 5822, loss_cls: 2.9853, loss: 2.9853, grad_norm: 3.5733 2020-10-25 11:10:56,901 - mmaction - INFO - Epoch [87][980/1712] lr: 1.000e-04, eta: 7:18:32, time: 1.097, data_time: 0.004, memory: 5822, loss_cls: 3.0011, loss: 3.0011, grad_norm: 3.7413 2020-10-25 11:11:18,297 - mmaction - INFO - Epoch [87][1000/1712] lr: 1.000e-04, eta: 7:18:09, time: 1.062, data_time: 0.004, memory: 5822, loss_cls: 3.0062, loss: 3.0062, grad_norm: 3.7758 2020-10-25 11:11:39,943 - mmaction - INFO - Epoch [87][1020/1712] lr: 1.000e-04, eta: 7:17:46, time: 1.089, data_time: 0.013, memory: 5822, loss_cls: 3.0024, loss: 3.0024, grad_norm: 3.7518 2020-10-25 11:12:02,153 - mmaction - INFO - Epoch [87][1040/1712] lr: 1.000e-04, eta: 7:17:23, time: 1.115, data_time: 0.007, memory: 5822, loss_cls: 2.9281, loss: 2.9281, grad_norm: 3.6835 2020-10-25 11:12:23,837 - mmaction - INFO - Epoch [87][1060/1712] lr: 1.000e-04, eta: 7:17:00, time: 1.078, data_time: 0.002, memory: 5822, loss_cls: 2.9413, loss: 2.9413, grad_norm: 3.5912 2020-10-25 11:12:44,939 - mmaction - INFO - Epoch [87][1080/1712] lr: 1.000e-04, eta: 7:16:37, time: 1.054, data_time: 0.007, memory: 5822, loss_cls: 3.0018, loss: 3.0018, grad_norm: 3.6439 2020-10-25 11:13:07,580 - mmaction - INFO - Epoch [87][1100/1712] lr: 1.000e-04, eta: 7:16:14, time: 1.136, data_time: 0.010, memory: 5822, loss_cls: 2.9736, loss: 2.9736, grad_norm: 3.6884 2020-10-25 11:13:29,373 - mmaction - INFO - Epoch [87][1120/1712] lr: 1.000e-04, eta: 7:15:51, time: 1.088, data_time: 0.004, memory: 5822, loss_cls: 2.9949, loss: 2.9949, grad_norm: 3.6926 2020-10-25 11:13:51,183 - mmaction - INFO - Epoch [87][1140/1712] lr: 1.000e-04, eta: 7:15:28, time: 1.081, data_time: 0.005, memory: 5822, loss_cls: 2.9959, loss: 2.9959, grad_norm: 3.7917 2020-10-25 11:14:13,358 - mmaction - INFO - Epoch [87][1160/1712] lr: 1.000e-04, eta: 7:15:05, time: 1.117, data_time: 0.016, memory: 5822, loss_cls: 2.9934, loss: 2.9934, grad_norm: 3.6948 2020-10-25 11:14:35,148 - mmaction - INFO - Epoch [87][1180/1712] lr: 1.000e-04, eta: 7:14:42, time: 1.090, data_time: 0.008, memory: 5822, loss_cls: 2.9768, loss: 2.9768, grad_norm: 3.6043 2020-10-25 11:14:57,667 - mmaction - INFO - Epoch [87][1200/1712] lr: 1.000e-04, eta: 7:14:19, time: 1.124, data_time: 0.006, memory: 5822, loss_cls: 2.9694, loss: 2.9694, grad_norm: 3.6560 2020-10-25 11:15:19,785 - mmaction - INFO - Epoch [87][1220/1712] lr: 1.000e-04, eta: 7:13:56, time: 1.112, data_time: 0.009, memory: 5822, loss_cls: 3.0269, loss: 3.0269, grad_norm: 3.7274 2020-10-25 11:15:41,542 - mmaction - INFO - Epoch [87][1240/1712] lr: 1.000e-04, eta: 7:13:33, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 2.9831, loss: 2.9831, grad_norm: 3.6503 2020-10-25 11:16:03,536 - mmaction - INFO - Epoch [87][1260/1712] lr: 1.000e-04, eta: 7:13:10, time: 1.095, data_time: 0.004, memory: 5822, loss_cls: 3.0024, loss: 3.0024, grad_norm: 3.6732 2020-10-25 11:16:25,723 - mmaction - INFO - Epoch [87][1280/1712] lr: 1.000e-04, eta: 7:12:47, time: 1.114, data_time: 0.013, memory: 5822, loss_cls: 2.9617, loss: 2.9617, grad_norm: 3.6967 2020-10-25 11:16:47,732 - mmaction - INFO - Epoch [87][1300/1712] lr: 1.000e-04, eta: 7:12:23, time: 1.097, data_time: 0.008, memory: 5822, loss_cls: 2.9615, loss: 2.9615, grad_norm: 3.7075 2020-10-25 11:17:09,116 - mmaction - INFO - Epoch [87][1320/1712] lr: 1.000e-04, eta: 7:12:00, time: 1.066, data_time: 0.008, memory: 5822, loss_cls: 2.9956, loss: 2.9956, grad_norm: 3.6941 2020-10-25 11:17:31,132 - mmaction - INFO - Epoch [87][1340/1712] lr: 1.000e-04, eta: 7:11:37, time: 1.104, data_time: 0.012, memory: 5822, loss_cls: 2.9921, loss: 2.9921, grad_norm: 3.6870 2020-10-25 11:17:53,399 - mmaction - INFO - Epoch [87][1360/1712] lr: 1.000e-04, eta: 7:11:14, time: 1.115, data_time: 0.009, memory: 5822, loss_cls: 2.9946, loss: 2.9946, grad_norm: 3.7264 2020-10-25 11:18:15,020 - mmaction - INFO - Epoch [87][1380/1712] lr: 1.000e-04, eta: 7:10:51, time: 1.082, data_time: 0.006, memory: 5822, loss_cls: 2.9643, loss: 2.9643, grad_norm: 3.6772 2020-10-25 11:18:36,669 - mmaction - INFO - Epoch [87][1400/1712] lr: 1.000e-04, eta: 7:10:28, time: 1.073, data_time: 0.005, memory: 5822, loss_cls: 3.0111, loss: 3.0111, grad_norm: 3.7745 2020-10-25 11:18:59,281 - mmaction - INFO - Epoch [87][1420/1712] lr: 1.000e-04, eta: 7:10:05, time: 1.140, data_time: 0.015, memory: 5822, loss_cls: 2.9591, loss: 2.9591, grad_norm: 3.6455 2020-10-25 11:19:20,620 - mmaction - INFO - Epoch [87][1440/1712] lr: 1.000e-04, eta: 7:09:42, time: 1.068, data_time: 0.017, memory: 5822, loss_cls: 3.0388, loss: 3.0388, grad_norm: 3.7690 2020-10-25 11:19:42,688 - mmaction - INFO - Epoch [87][1460/1712] lr: 1.000e-04, eta: 7:09:19, time: 1.098, data_time: 0.006, memory: 5822, loss_cls: 2.9619, loss: 2.9619, grad_norm: 3.7041 2020-10-25 11:20:04,328 - mmaction - INFO - Epoch [87][1480/1712] lr: 1.000e-04, eta: 7:08:56, time: 1.089, data_time: 0.010, memory: 5822, loss_cls: 2.9615, loss: 2.9615, grad_norm: 3.6884 2020-10-25 11:20:26,337 - mmaction - INFO - Epoch [87][1500/1712] lr: 1.000e-04, eta: 7:08:33, time: 1.092, data_time: 0.005, memory: 5822, loss_cls: 2.9425, loss: 2.9425, grad_norm: 3.6924 2020-10-25 11:20:48,372 - mmaction - INFO - Epoch [87][1520/1712] lr: 1.000e-04, eta: 7:08:10, time: 1.109, data_time: 0.011, memory: 5822, loss_cls: 2.9244, loss: 2.9244, grad_norm: 3.6046 2020-10-25 11:21:10,367 - mmaction - INFO - Epoch [87][1540/1712] lr: 1.000e-04, eta: 7:07:47, time: 1.083, data_time: 0.004, memory: 5822, loss_cls: 2.9408, loss: 2.9408, grad_norm: 3.7077 2020-10-25 11:21:32,530 - mmaction - INFO - Epoch [87][1560/1712] lr: 1.000e-04, eta: 7:07:24, time: 1.117, data_time: 0.021, memory: 5822, loss_cls: 2.9369, loss: 2.9369, grad_norm: 3.6654 2020-10-25 11:21:54,884 - mmaction - INFO - Epoch [87][1580/1712] lr: 1.000e-04, eta: 7:07:01, time: 1.123, data_time: 0.014, memory: 5822, loss_cls: 2.9510, loss: 2.9510, grad_norm: 3.6935 2020-10-25 11:22:16,756 - mmaction - INFO - Epoch [87][1600/1712] lr: 1.000e-04, eta: 7:06:38, time: 1.092, data_time: 0.007, memory: 5822, loss_cls: 2.9878, loss: 2.9878, grad_norm: 3.6615 2020-10-25 11:22:38,790 - mmaction - INFO - Epoch [87][1620/1712] lr: 1.000e-04, eta: 7:06:15, time: 1.103, data_time: 0.008, memory: 5822, loss_cls: 2.9996, loss: 2.9996, grad_norm: 3.7356 2020-10-25 11:23:00,875 - mmaction - INFO - Epoch [87][1640/1712] lr: 1.000e-04, eta: 7:05:52, time: 1.101, data_time: 0.006, memory: 5822, loss_cls: 2.9914, loss: 2.9914, grad_norm: 3.6769 2020-10-25 11:23:22,831 - mmaction - INFO - Epoch [87][1660/1712] lr: 1.000e-04, eta: 7:05:29, time: 1.102, data_time: 0.012, memory: 5822, loss_cls: 2.9789, loss: 2.9789, grad_norm: 3.7419 2020-10-25 11:23:44,213 - mmaction - INFO - Epoch [87][1680/1712] lr: 1.000e-04, eta: 7:05:06, time: 1.072, data_time: 0.007, memory: 5822, loss_cls: 2.9818, loss: 2.9818, grad_norm: 3.6217 2020-10-25 11:24:06,274 - mmaction - INFO - Epoch [87][1700/1712] lr: 1.000e-04, eta: 7:04:43, time: 1.097, data_time: 0.002, memory: 5822, loss_cls: 3.0238, loss: 3.0238, grad_norm: 3.7346 2020-10-25 11:25:10,181 - mmaction - INFO - Epoch [88][20/1712] lr: 1.000e-04, eta: 7:04:08, time: 2.430, data_time: 1.613, memory: 5822, loss_cls: 2.9452, loss: 2.9452, grad_norm: 3.5639 2020-10-25 11:25:32,653 - mmaction - INFO - Epoch [88][40/1712] lr: 1.000e-04, eta: 7:03:45, time: 1.119, data_time: 0.013, memory: 5822, loss_cls: 2.9600, loss: 2.9600, grad_norm: 3.6668 2020-10-25 11:25:55,129 - mmaction - INFO - Epoch [88][60/1712] lr: 1.000e-04, eta: 7:03:22, time: 1.131, data_time: 0.013, memory: 5822, loss_cls: 2.9130, loss: 2.9130, grad_norm: 3.5381 2020-10-25 11:26:16,580 - mmaction - INFO - Epoch [88][80/1712] lr: 1.000e-04, eta: 7:02:59, time: 1.075, data_time: 0.006, memory: 5822, loss_cls: 2.9863, loss: 2.9863, grad_norm: 3.7821 2020-10-25 11:26:38,402 - mmaction - INFO - Epoch [88][100/1712] lr: 1.000e-04, eta: 7:02:36, time: 1.090, data_time: 0.001, memory: 5822, loss_cls: 2.9755, loss: 2.9755, grad_norm: 3.7001 2020-10-25 11:27:00,782 - mmaction - INFO - Epoch [88][120/1712] lr: 1.000e-04, eta: 7:02:13, time: 1.116, data_time: 0.004, memory: 5822, loss_cls: 2.9664, loss: 2.9664, grad_norm: 3.7044 2020-10-25 11:27:22,582 - mmaction - INFO - Epoch [88][140/1712] lr: 1.000e-04, eta: 7:01:50, time: 1.086, data_time: 0.005, memory: 5822, loss_cls: 2.9868, loss: 2.9868, grad_norm: 3.7669 2020-10-25 11:27:44,163 - mmaction - INFO - Epoch [88][160/1712] lr: 1.000e-04, eta: 7:01:27, time: 1.081, data_time: 0.010, memory: 5822, loss_cls: 2.9602, loss: 2.9602, grad_norm: 3.6770 2020-10-25 11:28:06,580 - mmaction - INFO - Epoch [88][180/1712] lr: 1.000e-04, eta: 7:01:04, time: 1.124, data_time: 0.007, memory: 5822, loss_cls: 2.9576, loss: 2.9576, grad_norm: 3.6369 2020-10-25 11:28:28,395 - mmaction - INFO - Epoch [88][200/1712] lr: 1.000e-04, eta: 7:00:41, time: 1.088, data_time: 0.006, memory: 5822, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.6611 2020-10-25 11:28:50,332 - mmaction - INFO - Epoch [88][220/1712] lr: 1.000e-04, eta: 7:00:18, time: 1.102, data_time: 0.008, memory: 5822, loss_cls: 2.9536, loss: 2.9536, grad_norm: 3.7161 2020-10-25 11:29:12,422 - mmaction - INFO - Epoch [88][240/1712] lr: 1.000e-04, eta: 6:59:55, time: 1.104, data_time: 0.005, memory: 5822, loss_cls: 2.9365, loss: 2.9365, grad_norm: 3.7064 2020-10-25 11:29:34,050 - mmaction - INFO - Epoch [88][260/1712] lr: 1.000e-04, eta: 6:59:32, time: 1.074, data_time: 0.002, memory: 5822, loss_cls: 3.0449, loss: 3.0449, grad_norm: 3.7044 2020-10-25 11:29:55,764 - mmaction - INFO - Epoch [88][280/1712] lr: 1.000e-04, eta: 6:59:09, time: 1.091, data_time: 0.009, memory: 5822, loss_cls: 2.9600, loss: 2.9600, grad_norm: 3.6426 2020-10-25 11:30:18,245 - mmaction - INFO - Epoch [88][300/1712] lr: 1.000e-04, eta: 6:58:46, time: 1.126, data_time: 0.005, memory: 5822, loss_cls: 2.9882, loss: 2.9882, grad_norm: 3.7363 2020-10-25 11:30:40,156 - mmaction - INFO - Epoch [88][320/1712] lr: 1.000e-04, eta: 6:58:23, time: 1.096, data_time: 0.003, memory: 5822, loss_cls: 3.0288, loss: 3.0288, grad_norm: 3.7165 2020-10-25 11:31:01,371 - mmaction - INFO - Epoch [88][340/1712] lr: 1.000e-04, eta: 6:58:00, time: 1.056, data_time: 0.001, memory: 5822, loss_cls: 2.9575, loss: 2.9575, grad_norm: 3.6814 2020-10-25 11:31:23,186 - mmaction - INFO - Epoch [88][360/1712] lr: 1.000e-04, eta: 6:57:36, time: 1.095, data_time: 0.008, memory: 5822, loss_cls: 2.9318, loss: 2.9318, grad_norm: 3.7057 2020-10-25 11:31:44,635 - mmaction - INFO - Epoch [88][380/1712] lr: 1.000e-04, eta: 6:57:13, time: 1.071, data_time: 0.002, memory: 5822, loss_cls: 2.9622, loss: 2.9622, grad_norm: 3.6514 2020-10-25 11:32:06,166 - mmaction - INFO - Epoch [88][400/1712] lr: 1.000e-04, eta: 6:56:50, time: 1.074, data_time: 0.004, memory: 5822, loss_cls: 2.9035, loss: 2.9035, grad_norm: 3.6250 2020-10-25 11:32:28,336 - mmaction - INFO - Epoch [88][420/1712] lr: 1.000e-04, eta: 6:56:27, time: 1.104, data_time: 0.009, memory: 5822, loss_cls: 2.9844, loss: 2.9844, grad_norm: 3.6483 2020-10-25 11:32:50,437 - mmaction - INFO - Epoch [88][440/1712] lr: 1.000e-04, eta: 6:56:04, time: 1.112, data_time: 0.011, memory: 5822, loss_cls: 2.9706, loss: 2.9706, grad_norm: 3.7479 2020-10-25 11:33:12,962 - mmaction - INFO - Epoch [88][460/1712] lr: 1.000e-04, eta: 6:55:41, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.6418 2020-10-25 11:33:35,082 - mmaction - INFO - Epoch [88][480/1712] lr: 1.000e-04, eta: 6:55:18, time: 1.106, data_time: 0.003, memory: 5822, loss_cls: 2.9195, loss: 2.9195, grad_norm: 3.6299 2020-10-25 11:33:56,928 - mmaction - INFO - Epoch [88][500/1712] lr: 1.000e-04, eta: 6:54:55, time: 1.082, data_time: 0.002, memory: 5822, loss_cls: 2.9718, loss: 2.9718, grad_norm: 3.6419 2020-10-25 11:34:18,832 - mmaction - INFO - Epoch [88][520/1712] lr: 1.000e-04, eta: 6:54:32, time: 1.105, data_time: 0.014, memory: 5822, loss_cls: 2.9267, loss: 2.9267, grad_norm: 3.6575 2020-10-25 11:34:40,315 - mmaction - INFO - Epoch [88][540/1712] lr: 1.000e-04, eta: 6:54:09, time: 1.073, data_time: 0.004, memory: 5822, loss_cls: 2.9358, loss: 2.9358, grad_norm: 3.6390 2020-10-25 11:35:02,772 - mmaction - INFO - Epoch [88][560/1712] lr: 1.000e-04, eta: 6:53:46, time: 1.124, data_time: 0.003, memory: 5822, loss_cls: 3.0030, loss: 3.0030, grad_norm: 3.7734 2020-10-25 11:35:24,013 - mmaction - INFO - Epoch [88][580/1712] lr: 1.000e-04, eta: 6:53:23, time: 1.061, data_time: 0.003, memory: 5822, loss_cls: 2.9725, loss: 2.9725, grad_norm: 3.6571 2020-10-25 11:35:45,634 - mmaction - INFO - Epoch [88][600/1712] lr: 1.000e-04, eta: 6:53:00, time: 1.082, data_time: 0.004, memory: 5822, loss_cls: 2.9552, loss: 2.9552, grad_norm: 3.7040 2020-10-25 11:36:07,599 - mmaction - INFO - Epoch [88][620/1712] lr: 1.000e-04, eta: 6:52:37, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 2.9587, loss: 2.9587, grad_norm: 3.6317 2020-10-25 11:36:30,151 - mmaction - INFO - Epoch [88][640/1712] lr: 1.000e-04, eta: 6:52:14, time: 1.129, data_time: 0.003, memory: 5822, loss_cls: 2.9569, loss: 2.9569, grad_norm: 3.6962 2020-10-25 11:36:51,988 - mmaction - INFO - Epoch [88][660/1712] lr: 1.000e-04, eta: 6:51:51, time: 1.089, data_time: 0.006, memory: 5822, loss_cls: 2.9918, loss: 2.9918, grad_norm: 3.6665 2020-10-25 11:37:13,840 - mmaction - INFO - Epoch [88][680/1712] lr: 1.000e-04, eta: 6:51:28, time: 1.090, data_time: 0.003, memory: 5822, loss_cls: 2.9752, loss: 2.9752, grad_norm: 3.6765 2020-10-25 11:37:35,266 - mmaction - INFO - Epoch [88][700/1712] lr: 1.000e-04, eta: 6:51:05, time: 1.076, data_time: 0.007, memory: 5822, loss_cls: 2.9739, loss: 2.9739, grad_norm: 3.6540 2020-10-25 11:37:56,601 - mmaction - INFO - Epoch [88][720/1712] lr: 1.000e-04, eta: 6:50:42, time: 1.057, data_time: 0.005, memory: 5822, loss_cls: 2.9770, loss: 2.9770, grad_norm: 3.7154 2020-10-25 11:38:18,452 - mmaction - INFO - Epoch [88][740/1712] lr: 1.000e-04, eta: 6:50:19, time: 1.096, data_time: 0.011, memory: 5822, loss_cls: 2.9732, loss: 2.9732, grad_norm: 3.6248 2020-10-25 11:38:40,406 - mmaction - INFO - Epoch [88][760/1712] lr: 1.000e-04, eta: 6:49:56, time: 1.104, data_time: 0.009, memory: 5822, loss_cls: 2.9940, loss: 2.9940, grad_norm: 3.6423 2020-10-25 11:39:02,443 - mmaction - INFO - Epoch [88][780/1712] lr: 1.000e-04, eta: 6:49:33, time: 1.097, data_time: 0.003, memory: 5822, loss_cls: 2.9816, loss: 2.9816, grad_norm: 3.7841 2020-10-25 11:39:24,740 - mmaction - INFO - Epoch [88][800/1712] lr: 1.000e-04, eta: 6:49:10, time: 1.117, data_time: 0.007, memory: 5822, loss_cls: 2.9767, loss: 2.9767, grad_norm: 3.7366 2020-10-25 11:39:46,821 - mmaction - INFO - Epoch [88][820/1712] lr: 1.000e-04, eta: 6:48:47, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 2.9804, loss: 2.9804, grad_norm: 3.6684 2020-10-25 11:40:08,705 - mmaction - INFO - Epoch [88][840/1712] lr: 1.000e-04, eta: 6:48:24, time: 1.094, data_time: 0.006, memory: 5822, loss_cls: 2.9694, loss: 2.9694, grad_norm: 3.7588 2020-10-25 11:40:30,872 - mmaction - INFO - Epoch [88][860/1712] lr: 1.000e-04, eta: 6:48:01, time: 1.101, data_time: 0.006, memory: 5822, loss_cls: 3.0170, loss: 3.0170, grad_norm: 3.7164 2020-10-25 11:40:53,382 - mmaction - INFO - Epoch [88][880/1712] lr: 1.000e-04, eta: 6:47:38, time: 1.121, data_time: 0.010, memory: 5822, loss_cls: 2.9368, loss: 2.9368, grad_norm: 3.7233 2020-10-25 11:41:15,033 - mmaction - INFO - Epoch [88][900/1712] lr: 1.000e-04, eta: 6:47:15, time: 1.095, data_time: 0.018, memory: 5822, loss_cls: 3.0176, loss: 3.0176, grad_norm: 3.7680 2020-10-25 11:41:36,750 - mmaction - INFO - Epoch [88][920/1712] lr: 1.000e-04, eta: 6:46:52, time: 1.086, data_time: 0.005, memory: 5822, loss_cls: 2.9852, loss: 2.9852, grad_norm: 3.7065 2020-10-25 11:41:58,437 - mmaction - INFO - Epoch [88][940/1712] lr: 1.000e-04, eta: 6:46:29, time: 1.074, data_time: 0.004, memory: 5822, loss_cls: 2.9437, loss: 2.9437, grad_norm: 3.7053 2020-10-25 11:42:20,450 - mmaction - INFO - Epoch [88][960/1712] lr: 1.000e-04, eta: 6:46:06, time: 1.111, data_time: 0.015, memory: 5822, loss_cls: 2.9793, loss: 2.9793, grad_norm: 3.7268 2020-10-25 11:42:42,649 - mmaction - INFO - Epoch [88][980/1712] lr: 1.000e-04, eta: 6:45:43, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 3.0022, loss: 3.0022, grad_norm: 3.7360 2020-10-25 11:43:04,798 - mmaction - INFO - Epoch [88][1000/1712] lr: 1.000e-04, eta: 6:45:20, time: 1.108, data_time: 0.002, memory: 5822, loss_cls: 2.9879, loss: 2.9879, grad_norm: 3.7128 2020-10-25 11:43:26,633 - mmaction - INFO - Epoch [88][1020/1712] lr: 1.000e-04, eta: 6:44:57, time: 1.091, data_time: 0.002, memory: 5822, loss_cls: 2.9500, loss: 2.9500, grad_norm: 3.6926 2020-10-25 11:43:48,446 - mmaction - INFO - Epoch [88][1040/1712] lr: 1.000e-04, eta: 6:44:34, time: 1.091, data_time: 0.006, memory: 5822, loss_cls: 2.9851, loss: 2.9851, grad_norm: 3.7978 2020-10-25 11:44:10,695 - mmaction - INFO - Epoch [88][1060/1712] lr: 1.000e-04, eta: 6:44:11, time: 1.104, data_time: 0.003, memory: 5822, loss_cls: 2.9627, loss: 2.9627, grad_norm: 3.6438 2020-10-25 11:44:32,495 - mmaction - INFO - Epoch [88][1080/1712] lr: 1.000e-04, eta: 6:43:48, time: 1.098, data_time: 0.011, memory: 5822, loss_cls: 2.9844, loss: 2.9844, grad_norm: 3.6731 2020-10-25 11:44:54,172 - mmaction - INFO - Epoch [88][1100/1712] lr: 1.000e-04, eta: 6:43:25, time: 1.084, data_time: 0.003, memory: 5822, loss_cls: 3.0062, loss: 3.0062, grad_norm: 3.7232 2020-10-25 11:45:16,088 - mmaction - INFO - Epoch [88][1120/1712] lr: 1.000e-04, eta: 6:43:02, time: 1.089, data_time: 0.002, memory: 5822, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.7260 2020-10-25 11:45:38,107 - mmaction - INFO - Epoch [88][1140/1712] lr: 1.000e-04, eta: 6:42:39, time: 1.094, data_time: 0.012, memory: 5822, loss_cls: 2.9319, loss: 2.9319, grad_norm: 3.6930 2020-10-25 11:46:00,461 - mmaction - INFO - Epoch [88][1160/1712] lr: 1.000e-04, eta: 6:42:16, time: 1.124, data_time: 0.017, memory: 5822, loss_cls: 2.9836, loss: 2.9836, grad_norm: 3.7674 2020-10-25 11:46:22,776 - mmaction - INFO - Epoch [88][1180/1712] lr: 1.000e-04, eta: 6:41:53, time: 1.123, data_time: 0.012, memory: 5822, loss_cls: 2.9536, loss: 2.9536, grad_norm: 3.7359 2020-10-25 11:46:44,583 - mmaction - INFO - Epoch [88][1200/1712] lr: 1.000e-04, eta: 6:41:30, time: 1.083, data_time: 0.001, memory: 5822, loss_cls: 2.9714, loss: 2.9714, grad_norm: 3.6317 2020-10-25 11:47:06,512 - mmaction - INFO - Epoch [88][1220/1712] lr: 1.000e-04, eta: 6:41:07, time: 1.093, data_time: 0.010, memory: 5822, loss_cls: 2.9520, loss: 2.9520, grad_norm: 3.6776 2020-10-25 11:47:28,254 - mmaction - INFO - Epoch [88][1240/1712] lr: 1.000e-04, eta: 6:40:44, time: 1.095, data_time: 0.013, memory: 5822, loss_cls: 2.9738, loss: 2.9738, grad_norm: 3.6691 2020-10-25 11:47:50,095 - mmaction - INFO - Epoch [88][1260/1712] lr: 1.000e-04, eta: 6:40:21, time: 1.096, data_time: 0.008, memory: 5822, loss_cls: 2.9938, loss: 2.9938, grad_norm: 3.6633 2020-10-25 11:48:12,274 - mmaction - INFO - Epoch [88][1280/1712] lr: 1.000e-04, eta: 6:39:58, time: 1.102, data_time: 0.005, memory: 5822, loss_cls: 3.0508, loss: 3.0508, grad_norm: 3.7820 2020-10-25 11:48:34,315 - mmaction - INFO - Epoch [88][1300/1712] lr: 1.000e-04, eta: 6:39:35, time: 1.108, data_time: 0.014, memory: 5822, loss_cls: 2.9948, loss: 2.9948, grad_norm: 3.7827 2020-10-25 11:48:56,659 - mmaction - INFO - Epoch [88][1320/1712] lr: 1.000e-04, eta: 6:39:12, time: 1.109, data_time: 0.003, memory: 5822, loss_cls: 2.9930, loss: 2.9930, grad_norm: 3.6563 2020-10-25 11:49:18,883 - mmaction - INFO - Epoch [88][1340/1712] lr: 1.000e-04, eta: 6:38:49, time: 1.117, data_time: 0.010, memory: 5822, loss_cls: 2.9373, loss: 2.9373, grad_norm: 3.6774 2020-10-25 11:49:40,729 - mmaction - INFO - Epoch [88][1360/1712] lr: 1.000e-04, eta: 6:38:26, time: 1.094, data_time: 0.007, memory: 5822, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.6217 2020-10-25 11:50:02,079 - mmaction - INFO - Epoch [88][1380/1712] lr: 1.000e-04, eta: 6:38:03, time: 1.065, data_time: 0.002, memory: 5822, loss_cls: 2.9351, loss: 2.9351, grad_norm: 3.6374 2020-10-25 11:50:24,238 - mmaction - INFO - Epoch [88][1400/1712] lr: 1.000e-04, eta: 6:37:40, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 2.9954, loss: 2.9954, grad_norm: 3.7751 2020-10-25 11:50:46,397 - mmaction - INFO - Epoch [88][1420/1712] lr: 1.000e-04, eta: 6:37:17, time: 1.115, data_time: 0.008, memory: 5822, loss_cls: 2.9927, loss: 2.9927, grad_norm: 3.7566 2020-10-25 11:51:07,886 - mmaction - INFO - Epoch [88][1440/1712] lr: 1.000e-04, eta: 6:36:53, time: 1.074, data_time: 0.003, memory: 5822, loss_cls: 2.9788, loss: 2.9788, grad_norm: 3.6977 2020-10-25 11:51:29,745 - mmaction - INFO - Epoch [88][1460/1712] lr: 1.000e-04, eta: 6:36:30, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 2.9695, loss: 2.9695, grad_norm: 3.6715 2020-10-25 11:51:51,544 - mmaction - INFO - Epoch [88][1480/1712] lr: 1.000e-04, eta: 6:36:07, time: 1.088, data_time: 0.003, memory: 5822, loss_cls: 2.9415, loss: 2.9415, grad_norm: 3.6806 2020-10-25 11:52:13,441 - mmaction - INFO - Epoch [88][1500/1712] lr: 1.000e-04, eta: 6:35:44, time: 1.097, data_time: 0.004, memory: 5822, loss_cls: 2.9370, loss: 2.9370, grad_norm: 3.6540 2020-10-25 11:52:35,625 - mmaction - INFO - Epoch [88][1520/1712] lr: 1.000e-04, eta: 6:35:21, time: 1.108, data_time: 0.002, memory: 5822, loss_cls: 2.9884, loss: 2.9884, grad_norm: 3.6796 2020-10-25 11:52:57,553 - mmaction - INFO - Epoch [88][1540/1712] lr: 1.000e-04, eta: 6:34:58, time: 1.092, data_time: 0.006, memory: 5822, loss_cls: 2.9609, loss: 2.9609, grad_norm: 3.7263 2020-10-25 11:53:19,656 - mmaction - INFO - Epoch [88][1560/1712] lr: 1.000e-04, eta: 6:34:35, time: 1.105, data_time: 0.008, memory: 5822, loss_cls: 2.9921, loss: 2.9921, grad_norm: 3.7178 2020-10-25 11:53:41,181 - mmaction - INFO - Epoch [88][1580/1712] lr: 1.000e-04, eta: 6:34:12, time: 1.079, data_time: 0.008, memory: 5822, loss_cls: 2.9824, loss: 2.9824, grad_norm: 3.6730 2020-10-25 11:54:03,445 - mmaction - INFO - Epoch [88][1600/1712] lr: 1.000e-04, eta: 6:33:49, time: 1.107, data_time: 0.005, memory: 5822, loss_cls: 2.9483, loss: 2.9483, grad_norm: 3.6106 2020-10-25 11:54:25,009 - mmaction - INFO - Epoch [88][1620/1712] lr: 1.000e-04, eta: 6:33:26, time: 1.083, data_time: 0.011, memory: 5822, loss_cls: 2.9736, loss: 2.9736, grad_norm: 3.6125 2020-10-25 11:54:47,216 - mmaction - INFO - Epoch [88][1640/1712] lr: 1.000e-04, eta: 6:33:03, time: 1.114, data_time: 0.006, memory: 5822, loss_cls: 2.9609, loss: 2.9609, grad_norm: 3.6986 2020-10-25 11:55:09,088 - mmaction - INFO - Epoch [88][1660/1712] lr: 1.000e-04, eta: 6:32:40, time: 1.084, data_time: 0.002, memory: 5822, loss_cls: 2.9817, loss: 2.9817, grad_norm: 3.7079 2020-10-25 11:55:31,206 - mmaction - INFO - Epoch [88][1680/1712] lr: 1.000e-04, eta: 6:32:17, time: 1.113, data_time: 0.016, memory: 5822, loss_cls: 2.9642, loss: 2.9642, grad_norm: 3.6511 2020-10-25 11:55:52,752 - mmaction - INFO - Epoch [88][1700/1712] lr: 1.000e-04, eta: 6:31:54, time: 1.075, data_time: 0.007, memory: 5822, loss_cls: 2.9652, loss: 2.9652, grad_norm: 3.6432 2020-10-25 11:56:52,690 - mmaction - INFO - Epoch [89][20/1712] lr: 1.000e-04, eta: 6:31:19, time: 2.222, data_time: 1.666, memory: 5822, loss_cls: 2.9521, loss: 2.9521, grad_norm: 3.7089 2020-10-25 11:57:16,392 - mmaction - INFO - Epoch [89][40/1712] lr: 1.000e-04, eta: 6:30:56, time: 1.187, data_time: 0.271, memory: 5822, loss_cls: 2.9760, loss: 2.9760, grad_norm: 3.6737 2020-10-25 11:57:38,687 - mmaction - INFO - Epoch [89][60/1712] lr: 1.000e-04, eta: 6:30:33, time: 1.113, data_time: 0.022, memory: 5822, loss_cls: 2.9596, loss: 2.9596, grad_norm: 3.6763 2020-10-25 11:58:00,361 - mmaction - INFO - Epoch [89][80/1712] lr: 1.000e-04, eta: 6:30:10, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 2.9484, loss: 2.9484, grad_norm: 3.7006 2020-10-25 11:58:22,176 - mmaction - INFO - Epoch [89][100/1712] lr: 1.000e-04, eta: 6:29:47, time: 1.095, data_time: 0.009, memory: 5822, loss_cls: 2.9265, loss: 2.9265, grad_norm: 3.6944 2020-10-25 11:58:44,475 - mmaction - INFO - Epoch [89][120/1712] lr: 1.000e-04, eta: 6:29:24, time: 1.109, data_time: 0.003, memory: 5822, loss_cls: 2.9844, loss: 2.9844, grad_norm: 3.6644 2020-10-25 11:59:06,658 - mmaction - INFO - Epoch [89][140/1712] lr: 1.000e-04, eta: 6:29:01, time: 1.116, data_time: 0.011, memory: 5822, loss_cls: 2.9412, loss: 2.9412, grad_norm: 3.5840 2020-10-25 11:59:28,467 - mmaction - INFO - Epoch [89][160/1712] lr: 1.000e-04, eta: 6:28:38, time: 1.086, data_time: 0.001, memory: 5822, loss_cls: 2.9653, loss: 2.9653, grad_norm: 3.6364 2020-10-25 11:59:50,394 - mmaction - INFO - Epoch [89][180/1712] lr: 1.000e-04, eta: 6:28:15, time: 1.095, data_time: 0.007, memory: 5822, loss_cls: 3.0074, loss: 3.0074, grad_norm: 3.7033 2020-10-25 12:00:12,540 - mmaction - INFO - Epoch [89][200/1712] lr: 1.000e-04, eta: 6:27:52, time: 1.110, data_time: 0.012, memory: 5822, loss_cls: 2.9441, loss: 2.9441, grad_norm: 3.6730 2020-10-25 12:00:34,960 - mmaction - INFO - Epoch [89][220/1712] lr: 1.000e-04, eta: 6:27:29, time: 1.119, data_time: 0.009, memory: 5822, loss_cls: 2.9942, loss: 2.9942, grad_norm: 3.7048 2020-10-25 12:00:58,523 - mmaction - INFO - Epoch [89][240/1712] lr: 1.000e-04, eta: 6:27:06, time: 1.182, data_time: 0.006, memory: 5822, loss_cls: 2.9853, loss: 2.9853, grad_norm: 3.7277 2020-10-25 12:01:20,192 - mmaction - INFO - Epoch [89][260/1712] lr: 1.000e-04, eta: 6:26:43, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 2.9735, loss: 2.9735, grad_norm: 3.6375 2020-10-25 12:01:43,179 - mmaction - INFO - Epoch [89][280/1712] lr: 1.000e-04, eta: 6:26:20, time: 1.145, data_time: 0.002, memory: 5822, loss_cls: 2.9402, loss: 2.9402, grad_norm: 3.7231 2020-10-25 12:02:04,086 - mmaction - INFO - Epoch [89][300/1712] lr: 1.000e-04, eta: 6:25:57, time: 1.049, data_time: 0.006, memory: 5822, loss_cls: 2.9729, loss: 2.9729, grad_norm: 3.6644 2020-10-25 12:02:25,509 - mmaction - INFO - Epoch [89][320/1712] lr: 1.000e-04, eta: 6:25:34, time: 1.070, data_time: 0.003, memory: 5822, loss_cls: 2.9657, loss: 2.9657, grad_norm: 3.6894 2020-10-25 12:02:47,571 - mmaction - INFO - Epoch [89][340/1712] lr: 1.000e-04, eta: 6:25:11, time: 1.095, data_time: 0.003, memory: 5822, loss_cls: 3.0091, loss: 3.0091, grad_norm: 3.7246 2020-10-25 12:03:09,240 - mmaction - INFO - Epoch [89][360/1712] lr: 1.000e-04, eta: 6:24:48, time: 1.093, data_time: 0.011, memory: 5822, loss_cls: 2.9829, loss: 2.9829, grad_norm: 3.7189 2020-10-25 12:03:31,268 - mmaction - INFO - Epoch [89][380/1712] lr: 1.000e-04, eta: 6:24:25, time: 1.100, data_time: 0.002, memory: 5822, loss_cls: 2.9487, loss: 2.9487, grad_norm: 3.6672 2020-10-25 12:03:53,105 - mmaction - INFO - Epoch [89][400/1712] lr: 1.000e-04, eta: 6:24:02, time: 1.089, data_time: 0.001, memory: 5822, loss_cls: 2.9981, loss: 2.9981, grad_norm: 3.6817 2020-10-25 12:04:15,095 - mmaction - INFO - Epoch [89][420/1712] lr: 1.000e-04, eta: 6:23:39, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 2.9391, loss: 2.9391, grad_norm: 3.6246 2020-10-25 12:04:36,841 - mmaction - INFO - Epoch [89][440/1712] lr: 1.000e-04, eta: 6:23:16, time: 1.082, data_time: 0.006, memory: 5822, loss_cls: 2.9572, loss: 2.9572, grad_norm: 3.6471 2020-10-25 12:04:58,847 - mmaction - INFO - Epoch [89][460/1712] lr: 1.000e-04, eta: 6:22:53, time: 1.108, data_time: 0.013, memory: 5822, loss_cls: 2.9710, loss: 2.9710, grad_norm: 3.6850 2020-10-25 12:05:20,520 - mmaction - INFO - Epoch [89][480/1712] lr: 1.000e-04, eta: 6:22:30, time: 1.079, data_time: 0.005, memory: 5822, loss_cls: 2.9856, loss: 2.9856, grad_norm: 3.7337 2020-10-25 12:05:42,348 - mmaction - INFO - Epoch [89][500/1712] lr: 1.000e-04, eta: 6:22:07, time: 1.095, data_time: 0.008, memory: 5822, loss_cls: 2.9687, loss: 2.9687, grad_norm: 3.6539 2020-10-25 12:06:03,864 - mmaction - INFO - Epoch [89][520/1712] lr: 1.000e-04, eta: 6:21:44, time: 1.077, data_time: 0.007, memory: 5822, loss_cls: 3.0070, loss: 3.0070, grad_norm: 3.6920 2020-10-25 12:06:25,654 - mmaction - INFO - Epoch [89][540/1712] lr: 1.000e-04, eta: 6:21:21, time: 1.078, data_time: 0.003, memory: 5822, loss_cls: 3.0263, loss: 3.0263, grad_norm: 3.6762 2020-10-25 12:06:47,494 - mmaction - INFO - Epoch [89][560/1712] lr: 1.000e-04, eta: 6:20:58, time: 1.104, data_time: 0.014, memory: 5822, loss_cls: 2.9690, loss: 2.9690, grad_norm: 3.5809 2020-10-25 12:07:09,716 - mmaction - INFO - Epoch [89][580/1712] lr: 1.000e-04, eta: 6:20:35, time: 1.111, data_time: 0.004, memory: 5822, loss_cls: 2.9864, loss: 2.9864, grad_norm: 3.6922 2020-10-25 12:07:32,207 - mmaction - INFO - Epoch [89][600/1712] lr: 1.000e-04, eta: 6:20:12, time: 1.125, data_time: 0.002, memory: 5822, loss_cls: 2.9829, loss: 2.9829, grad_norm: 3.6397 2020-10-25 12:07:53,830 - mmaction - INFO - Epoch [89][620/1712] lr: 1.000e-04, eta: 6:19:49, time: 1.075, data_time: 0.003, memory: 5822, loss_cls: 2.9868, loss: 2.9868, grad_norm: 3.7156 2020-10-25 12:08:16,009 - mmaction - INFO - Epoch [89][640/1712] lr: 1.000e-04, eta: 6:19:26, time: 1.115, data_time: 0.009, memory: 5822, loss_cls: 2.9794, loss: 2.9794, grad_norm: 3.6686 2020-10-25 12:08:37,399 - mmaction - INFO - Epoch [89][660/1712] lr: 1.000e-04, eta: 6:19:03, time: 1.062, data_time: 0.003, memory: 5822, loss_cls: 2.9508, loss: 2.9508, grad_norm: 3.7088 2020-10-25 12:09:00,147 - mmaction - INFO - Epoch [89][680/1712] lr: 1.000e-04, eta: 6:18:40, time: 1.143, data_time: 0.011, memory: 5822, loss_cls: 2.9704, loss: 2.9704, grad_norm: 3.6677 2020-10-25 12:09:22,731 - mmaction - INFO - Epoch [89][700/1712] lr: 1.000e-04, eta: 6:18:17, time: 1.129, data_time: 0.006, memory: 5822, loss_cls: 3.0140, loss: 3.0140, grad_norm: 3.8005 2020-10-25 12:09:44,874 - mmaction - INFO - Epoch [89][720/1712] lr: 1.000e-04, eta: 6:17:54, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 3.0339, loss: 3.0339, grad_norm: 3.7261 2020-10-25 12:10:06,110 - mmaction - INFO - Epoch [89][740/1712] lr: 1.000e-04, eta: 6:17:31, time: 1.068, data_time: 0.009, memory: 5822, loss_cls: 2.9434, loss: 2.9434, grad_norm: 3.6446 2020-10-25 12:10:28,181 - mmaction - INFO - Epoch [89][760/1712] lr: 1.000e-04, eta: 6:17:08, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 2.9806, loss: 2.9806, grad_norm: 3.7109 2020-10-25 12:10:50,806 - mmaction - INFO - Epoch [89][780/1712] lr: 1.000e-04, eta: 6:16:45, time: 1.134, data_time: 0.005, memory: 5822, loss_cls: 2.9855, loss: 2.9855, grad_norm: 3.7064 2020-10-25 12:11:13,179 - mmaction - INFO - Epoch [89][800/1712] lr: 1.000e-04, eta: 6:16:22, time: 1.118, data_time: 0.005, memory: 5822, loss_cls: 2.9220, loss: 2.9220, grad_norm: 3.6152 2020-10-25 12:11:34,975 - mmaction - INFO - Epoch [89][820/1712] lr: 1.000e-04, eta: 6:15:59, time: 1.083, data_time: 0.006, memory: 5822, loss_cls: 2.9543, loss: 2.9543, grad_norm: 3.7004 2020-10-25 12:11:56,058 - mmaction - INFO - Epoch [89][840/1712] lr: 1.000e-04, eta: 6:15:36, time: 1.059, data_time: 0.010, memory: 5822, loss_cls: 3.0313, loss: 3.0313, grad_norm: 3.6812 2020-10-25 12:12:18,210 - mmaction - INFO - Epoch [89][860/1712] lr: 1.000e-04, eta: 6:15:13, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 2.9421, loss: 2.9421, grad_norm: 3.7433 2020-10-25 12:12:40,374 - mmaction - INFO - Epoch [89][880/1712] lr: 1.000e-04, eta: 6:14:50, time: 1.108, data_time: 0.008, memory: 5822, loss_cls: 2.9523, loss: 2.9523, grad_norm: 3.6523 2020-10-25 12:13:01,800 - mmaction - INFO - Epoch [89][900/1712] lr: 1.000e-04, eta: 6:14:27, time: 1.076, data_time: 0.008, memory: 5822, loss_cls: 3.0110, loss: 3.0110, grad_norm: 3.7747 2020-10-25 12:13:23,844 - mmaction - INFO - Epoch [89][920/1712] lr: 1.000e-04, eta: 6:14:04, time: 1.100, data_time: 0.004, memory: 5822, loss_cls: 2.9850, loss: 2.9850, grad_norm: 3.6702 2020-10-25 12:13:46,310 - mmaction - INFO - Epoch [89][940/1712] lr: 1.000e-04, eta: 6:13:41, time: 1.123, data_time: 0.006, memory: 5822, loss_cls: 2.9951, loss: 2.9951, grad_norm: 3.7358 2020-10-25 12:14:08,025 - mmaction - INFO - Epoch [89][960/1712] lr: 1.000e-04, eta: 6:13:18, time: 1.080, data_time: 0.005, memory: 5822, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.7477 2020-10-25 12:14:29,967 - mmaction - INFO - Epoch [89][980/1712] lr: 1.000e-04, eta: 6:12:55, time: 1.099, data_time: 0.014, memory: 5822, loss_cls: 2.9782, loss: 2.9782, grad_norm: 3.6983 2020-10-25 12:14:51,709 - mmaction - INFO - Epoch [89][1000/1712] lr: 1.000e-04, eta: 6:12:32, time: 1.093, data_time: 0.009, memory: 5822, loss_cls: 2.9726, loss: 2.9726, grad_norm: 3.6476 2020-10-25 12:15:14,053 - mmaction - INFO - Epoch [89][1020/1712] lr: 1.000e-04, eta: 6:12:09, time: 1.114, data_time: 0.002, memory: 5822, loss_cls: 2.9417, loss: 2.9417, grad_norm: 3.6356 2020-10-25 12:15:36,201 - mmaction - INFO - Epoch [89][1040/1712] lr: 1.000e-04, eta: 6:11:46, time: 1.111, data_time: 0.006, memory: 5822, loss_cls: 3.0315, loss: 3.0315, grad_norm: 3.8481 2020-10-25 12:15:58,100 - mmaction - INFO - Epoch [89][1060/1712] lr: 1.000e-04, eta: 6:11:23, time: 1.092, data_time: 0.004, memory: 5822, loss_cls: 2.9459, loss: 2.9459, grad_norm: 3.6919 2020-10-25 12:16:20,224 - mmaction - INFO - Epoch [89][1080/1712] lr: 1.000e-04, eta: 6:11:00, time: 1.110, data_time: 0.010, memory: 5822, loss_cls: 2.9931, loss: 2.9931, grad_norm: 3.6693 2020-10-25 12:16:41,230 - mmaction - INFO - Epoch [89][1100/1712] lr: 1.000e-04, eta: 6:10:37, time: 1.050, data_time: 0.004, memory: 5822, loss_cls: 2.9465, loss: 2.9465, grad_norm: 3.6598 2020-10-25 12:17:03,199 - mmaction - INFO - Epoch [89][1120/1712] lr: 1.000e-04, eta: 6:10:14, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 2.9960, loss: 2.9960, grad_norm: 3.6361 2020-10-25 12:17:25,406 - mmaction - INFO - Epoch [89][1140/1712] lr: 1.000e-04, eta: 6:09:51, time: 1.107, data_time: 0.003, memory: 5822, loss_cls: 2.9740, loss: 2.9740, grad_norm: 3.6994 2020-10-25 12:17:47,594 - mmaction - INFO - Epoch [89][1160/1712] lr: 1.000e-04, eta: 6:09:28, time: 1.112, data_time: 0.006, memory: 5822, loss_cls: 2.9398, loss: 2.9398, grad_norm: 3.6840 2020-10-25 12:18:10,164 - mmaction - INFO - Epoch [89][1180/1712] lr: 1.000e-04, eta: 6:09:05, time: 1.127, data_time: 0.004, memory: 5822, loss_cls: 2.9406, loss: 2.9406, grad_norm: 3.6952 2020-10-25 12:18:31,952 - mmaction - INFO - Epoch [89][1200/1712] lr: 1.000e-04, eta: 6:08:42, time: 1.088, data_time: 0.006, memory: 5822, loss_cls: 2.9289, loss: 2.9289, grad_norm: 3.5654 2020-10-25 12:18:53,298 - mmaction - INFO - Epoch [89][1220/1712] lr: 1.000e-04, eta: 6:08:19, time: 1.070, data_time: 0.006, memory: 5822, loss_cls: 2.9778, loss: 2.9778, grad_norm: 3.6638 2020-10-25 12:19:15,438 - mmaction - INFO - Epoch [89][1240/1712] lr: 1.000e-04, eta: 6:07:56, time: 1.097, data_time: 0.004, memory: 5822, loss_cls: 3.0110, loss: 3.0110, grad_norm: 3.7516 2020-10-25 12:19:37,292 - mmaction - INFO - Epoch [89][1260/1712] lr: 1.000e-04, eta: 6:07:33, time: 1.103, data_time: 0.013, memory: 5822, loss_cls: 2.9660, loss: 2.9660, grad_norm: 3.7058 2020-10-25 12:19:59,440 - mmaction - INFO - Epoch [89][1280/1712] lr: 1.000e-04, eta: 6:07:10, time: 1.099, data_time: 0.002, memory: 5822, loss_cls: 2.9368, loss: 2.9368, grad_norm: 3.7306 2020-10-25 12:20:21,446 - mmaction - INFO - Epoch [89][1300/1712] lr: 1.000e-04, eta: 6:06:47, time: 1.107, data_time: 0.014, memory: 5822, loss_cls: 2.9436, loss: 2.9436, grad_norm: 3.6380 2020-10-25 12:20:43,115 - mmaction - INFO - Epoch [89][1320/1712] lr: 1.000e-04, eta: 6:06:24, time: 1.081, data_time: 0.005, memory: 5822, loss_cls: 2.9571, loss: 2.9571, grad_norm: 3.6852 2020-10-25 12:21:05,474 - mmaction - INFO - Epoch [89][1340/1712] lr: 1.000e-04, eta: 6:06:01, time: 1.111, data_time: 0.008, memory: 5822, loss_cls: 2.9648, loss: 2.9648, grad_norm: 3.6846 2020-10-25 12:21:27,260 - mmaction - INFO - Epoch [89][1360/1712] lr: 1.000e-04, eta: 6:05:38, time: 1.091, data_time: 0.012, memory: 5822, loss_cls: 2.9584, loss: 2.9584, grad_norm: 3.6271 2020-10-25 12:21:48,819 - mmaction - INFO - Epoch [89][1380/1712] lr: 1.000e-04, eta: 6:05:15, time: 1.086, data_time: 0.011, memory: 5822, loss_cls: 2.9817, loss: 2.9817, grad_norm: 3.6982 2020-10-25 12:22:09,734 - mmaction - INFO - Epoch [89][1400/1712] lr: 1.000e-04, eta: 6:04:52, time: 1.037, data_time: 0.001, memory: 5822, loss_cls: 3.0066, loss: 3.0066, grad_norm: 3.7222 2020-10-25 12:22:32,439 - mmaction - INFO - Epoch [89][1420/1712] lr: 1.000e-04, eta: 6:04:29, time: 1.143, data_time: 0.010, memory: 5822, loss_cls: 2.9663, loss: 2.9663, grad_norm: 3.6874 2020-10-25 12:22:54,104 - mmaction - INFO - Epoch [89][1440/1712] lr: 1.000e-04, eta: 6:04:06, time: 1.080, data_time: 0.002, memory: 5822, loss_cls: 2.9129, loss: 2.9129, grad_norm: 3.6448 2020-10-25 12:23:15,572 - mmaction - INFO - Epoch [89][1460/1712] lr: 1.000e-04, eta: 6:03:43, time: 1.073, data_time: 0.008, memory: 5822, loss_cls: 2.9371, loss: 2.9371, grad_norm: 3.6608 2020-10-25 12:23:37,405 - mmaction - INFO - Epoch [89][1480/1712] lr: 1.000e-04, eta: 6:03:20, time: 1.093, data_time: 0.009, memory: 5822, loss_cls: 3.0498, loss: 3.0498, grad_norm: 3.7882 2020-10-25 12:23:59,499 - mmaction - INFO - Epoch [89][1500/1712] lr: 1.000e-04, eta: 6:02:57, time: 1.106, data_time: 0.006, memory: 5822, loss_cls: 2.9209, loss: 2.9209, grad_norm: 3.6001 2020-10-25 12:24:21,534 - mmaction - INFO - Epoch [89][1520/1712] lr: 1.000e-04, eta: 6:02:34, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 2.9602, loss: 2.9602, grad_norm: 3.6531 2020-10-25 12:24:43,701 - mmaction - INFO - Epoch [89][1540/1712] lr: 1.000e-04, eta: 6:02:11, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 2.9658, loss: 2.9658, grad_norm: 3.6251 2020-10-25 12:25:05,595 - mmaction - INFO - Epoch [89][1560/1712] lr: 1.000e-04, eta: 6:01:48, time: 1.095, data_time: 0.014, memory: 5822, loss_cls: 2.9534, loss: 2.9534, grad_norm: 3.6607 2020-10-25 12:25:27,653 - mmaction - INFO - Epoch [89][1580/1712] lr: 1.000e-04, eta: 6:01:25, time: 1.110, data_time: 0.014, memory: 5822, loss_cls: 2.9861, loss: 2.9861, grad_norm: 3.7664 2020-10-25 12:25:49,635 - mmaction - INFO - Epoch [89][1600/1712] lr: 1.000e-04, eta: 6:01:02, time: 1.092, data_time: 0.007, memory: 5822, loss_cls: 2.9809, loss: 2.9809, grad_norm: 3.6329 2020-10-25 12:26:11,533 - mmaction - INFO - Epoch [89][1620/1712] lr: 1.000e-04, eta: 6:00:39, time: 1.099, data_time: 0.011, memory: 5822, loss_cls: 2.9461, loss: 2.9461, grad_norm: 3.6996 2020-10-25 12:26:33,807 - mmaction - INFO - Epoch [89][1640/1712] lr: 1.000e-04, eta: 6:00:17, time: 1.105, data_time: 0.006, memory: 5822, loss_cls: 2.9361, loss: 2.9361, grad_norm: 3.7127 2020-10-25 12:26:55,393 - mmaction - INFO - Epoch [89][1660/1712] lr: 1.000e-04, eta: 5:59:54, time: 1.093, data_time: 0.017, memory: 5822, loss_cls: 2.9449, loss: 2.9449, grad_norm: 3.5922 2020-10-25 12:27:16,991 - mmaction - INFO - Epoch [89][1680/1712] lr: 1.000e-04, eta: 5:59:30, time: 1.080, data_time: 0.003, memory: 5822, loss_cls: 2.9718, loss: 2.9718, grad_norm: 3.6291 2020-10-25 12:27:39,320 - mmaction - INFO - Epoch [89][1700/1712] lr: 1.000e-04, eta: 5:59:08, time: 1.110, data_time: 0.007, memory: 5822, loss_cls: 2.9689, loss: 2.9689, grad_norm: 3.7408 2020-10-25 12:28:34,073 - mmaction - INFO - Epoch [90][20/1712] lr: 1.000e-04, eta: 5:58:31, time: 1.901, data_time: 1.099, memory: 5822, loss_cls: 2.9769, loss: 2.9769, grad_norm: 3.6860 2020-10-25 12:28:57,507 - mmaction - INFO - Epoch [90][40/1712] lr: 1.000e-04, eta: 5:58:08, time: 1.158, data_time: 0.006, memory: 5822, loss_cls: 2.9077, loss: 2.9077, grad_norm: 3.6578 2020-10-25 12:29:20,313 - mmaction - INFO - Epoch [90][60/1712] lr: 1.000e-04, eta: 5:57:45, time: 1.152, data_time: 0.016, memory: 5822, loss_cls: 2.9637, loss: 2.9637, grad_norm: 3.7420 2020-10-25 12:29:42,918 - mmaction - INFO - Epoch [90][80/1712] lr: 1.000e-04, eta: 5:57:23, time: 1.132, data_time: 0.005, memory: 5822, loss_cls: 2.9544, loss: 2.9544, grad_norm: 3.7125 2020-10-25 12:30:04,996 - mmaction - INFO - Epoch [90][100/1712] lr: 1.000e-04, eta: 5:57:00, time: 1.101, data_time: 0.003, memory: 5822, loss_cls: 2.9627, loss: 2.9627, grad_norm: 3.6586 2020-10-25 12:30:26,899 - mmaction - INFO - Epoch [90][120/1712] lr: 1.000e-04, eta: 5:56:37, time: 1.095, data_time: 0.005, memory: 5822, loss_cls: 2.9464, loss: 2.9464, grad_norm: 3.5893 2020-10-25 12:30:49,303 - mmaction - INFO - Epoch [90][140/1712] lr: 1.000e-04, eta: 5:56:14, time: 1.117, data_time: 0.010, memory: 5822, loss_cls: 2.9920, loss: 2.9920, grad_norm: 3.6596 2020-10-25 12:31:11,285 - mmaction - INFO - Epoch [90][160/1712] lr: 1.000e-04, eta: 5:55:51, time: 1.105, data_time: 0.010, memory: 5822, loss_cls: 3.0349, loss: 3.0349, grad_norm: 3.7919 2020-10-25 12:31:33,484 - mmaction - INFO - Epoch [90][180/1712] lr: 1.000e-04, eta: 5:55:28, time: 1.106, data_time: 0.003, memory: 5822, loss_cls: 2.9222, loss: 2.9222, grad_norm: 3.6757 2020-10-25 12:31:55,864 - mmaction - INFO - Epoch [90][200/1712] lr: 1.000e-04, eta: 5:55:05, time: 1.114, data_time: 0.007, memory: 5822, loss_cls: 2.9706, loss: 2.9706, grad_norm: 3.7851 2020-10-25 12:32:17,614 - mmaction - INFO - Epoch [90][220/1712] lr: 1.000e-04, eta: 5:54:42, time: 1.087, data_time: 0.015, memory: 5822, loss_cls: 2.9557, loss: 2.9557, grad_norm: 3.7183 2020-10-25 12:32:40,095 - mmaction - INFO - Epoch [90][240/1712] lr: 1.000e-04, eta: 5:54:19, time: 1.128, data_time: 0.012, memory: 5822, loss_cls: 2.9887, loss: 2.9887, grad_norm: 3.7246 2020-10-25 12:33:02,289 - mmaction - INFO - Epoch [90][260/1712] lr: 1.000e-04, eta: 5:53:56, time: 1.115, data_time: 0.009, memory: 5822, loss_cls: 2.9353, loss: 2.9353, grad_norm: 3.5883 2020-10-25 12:33:23,881 - mmaction - INFO - Epoch [90][280/1712] lr: 1.000e-04, eta: 5:53:33, time: 1.077, data_time: 0.004, memory: 5822, loss_cls: 2.9925, loss: 2.9925, grad_norm: 3.7538 2020-10-25 12:33:45,730 - mmaction - INFO - Epoch [90][300/1712] lr: 1.000e-04, eta: 5:53:10, time: 1.089, data_time: 0.006, memory: 5822, loss_cls: 2.9842, loss: 2.9842, grad_norm: 3.7315 2020-10-25 12:34:07,809 - mmaction - INFO - Epoch [90][320/1712] lr: 1.000e-04, eta: 5:52:47, time: 1.099, data_time: 0.010, memory: 5822, loss_cls: 2.9688, loss: 2.9688, grad_norm: 3.6733 2020-10-25 12:34:29,788 - mmaction - INFO - Epoch [90][340/1712] lr: 1.000e-04, eta: 5:52:24, time: 1.110, data_time: 0.017, memory: 5822, loss_cls: 2.9738, loss: 2.9738, grad_norm: 3.6812 2020-10-25 12:34:52,309 - mmaction - INFO - Epoch [90][360/1712] lr: 1.000e-04, eta: 5:52:01, time: 1.126, data_time: 0.001, memory: 5822, loss_cls: 2.9971, loss: 2.9971, grad_norm: 3.7229 2020-10-25 12:35:14,363 - mmaction - INFO - Epoch [90][380/1712] lr: 1.000e-04, eta: 5:51:38, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 2.9908, loss: 2.9908, grad_norm: 3.6816 2020-10-25 12:35:36,826 - mmaction - INFO - Epoch [90][400/1712] lr: 1.000e-04, eta: 5:51:15, time: 1.123, data_time: 0.008, memory: 5822, loss_cls: 2.9711, loss: 2.9711, grad_norm: 3.7660 2020-10-25 12:35:58,728 - mmaction - INFO - Epoch [90][420/1712] lr: 1.000e-04, eta: 5:50:52, time: 1.089, data_time: 0.006, memory: 5822, loss_cls: 2.9693, loss: 2.9693, grad_norm: 3.7242 2020-10-25 12:36:21,044 - mmaction - INFO - Epoch [90][440/1712] lr: 1.000e-04, eta: 5:50:29, time: 1.117, data_time: 0.011, memory: 5822, loss_cls: 3.0227, loss: 3.0227, grad_norm: 3.7229 2020-10-25 12:36:43,448 - mmaction - INFO - Epoch [90][460/1712] lr: 1.000e-04, eta: 5:50:06, time: 1.118, data_time: 0.012, memory: 5822, loss_cls: 2.9766, loss: 2.9766, grad_norm: 3.6673 2020-10-25 12:37:06,342 - mmaction - INFO - Epoch [90][480/1712] lr: 1.000e-04, eta: 5:49:43, time: 1.151, data_time: 0.014, memory: 5822, loss_cls: 2.9810, loss: 2.9810, grad_norm: 3.7116 2020-10-25 12:37:28,057 - mmaction - INFO - Epoch [90][500/1712] lr: 1.000e-04, eta: 5:49:20, time: 1.084, data_time: 0.009, memory: 5822, loss_cls: 2.9457, loss: 2.9457, grad_norm: 3.6447 2020-10-25 12:37:50,072 - mmaction - INFO - Epoch [90][520/1712] lr: 1.000e-04, eta: 5:48:57, time: 1.107, data_time: 0.007, memory: 5822, loss_cls: 2.9382, loss: 2.9382, grad_norm: 3.6043 2020-10-25 12:38:11,728 - mmaction - INFO - Epoch [90][540/1712] lr: 1.000e-04, eta: 5:48:34, time: 1.082, data_time: 0.001, memory: 5822, loss_cls: 2.9418, loss: 2.9418, grad_norm: 3.7095 2020-10-25 12:38:34,096 - mmaction - INFO - Epoch [90][560/1712] lr: 1.000e-04, eta: 5:48:12, time: 1.111, data_time: 0.002, memory: 5822, loss_cls: 2.9218, loss: 2.9218, grad_norm: 3.5860 2020-10-25 12:38:55,720 - mmaction - INFO - Epoch [90][580/1712] lr: 1.000e-04, eta: 5:47:49, time: 1.090, data_time: 0.015, memory: 5822, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.7300 2020-10-25 12:39:17,358 - mmaction - INFO - Epoch [90][600/1712] lr: 1.000e-04, eta: 5:47:25, time: 1.074, data_time: 0.003, memory: 5822, loss_cls: 2.9197, loss: 2.9197, grad_norm: 3.6808 2020-10-25 12:39:39,159 - mmaction - INFO - Epoch [90][620/1712] lr: 1.000e-04, eta: 5:47:03, time: 1.099, data_time: 0.010, memory: 5822, loss_cls: 2.8933, loss: 2.8933, grad_norm: 3.6275 2020-10-25 12:40:01,039 - mmaction - INFO - Epoch [90][640/1712] lr: 1.000e-04, eta: 5:46:40, time: 1.085, data_time: 0.006, memory: 5822, loss_cls: 3.0004, loss: 3.0004, grad_norm: 3.7398 2020-10-25 12:40:23,382 - mmaction - INFO - Epoch [90][660/1712] lr: 1.000e-04, eta: 5:46:17, time: 1.125, data_time: 0.012, memory: 5822, loss_cls: 2.9808, loss: 2.9808, grad_norm: 3.7367 2020-10-25 12:40:45,049 - mmaction - INFO - Epoch [90][680/1712] lr: 1.000e-04, eta: 5:45:54, time: 1.082, data_time: 0.004, memory: 5822, loss_cls: 2.9477, loss: 2.9477, grad_norm: 3.6386 2020-10-25 12:41:08,104 - mmaction - INFO - Epoch [90][700/1712] lr: 1.000e-04, eta: 5:45:31, time: 1.154, data_time: 0.003, memory: 5822, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.7769 2020-10-25 12:41:29,953 - mmaction - INFO - Epoch [90][720/1712] lr: 1.000e-04, eta: 5:45:08, time: 1.094, data_time: 0.003, memory: 5822, loss_cls: 2.9657, loss: 2.9657, grad_norm: 3.6684 2020-10-25 12:41:51,623 - mmaction - INFO - Epoch [90][740/1712] lr: 1.000e-04, eta: 5:44:45, time: 1.079, data_time: 0.003, memory: 5822, loss_cls: 3.0202, loss: 3.0202, grad_norm: 3.6852 2020-10-25 12:42:13,856 - mmaction - INFO - Epoch [90][760/1712] lr: 1.000e-04, eta: 5:44:22, time: 1.108, data_time: 0.011, memory: 5822, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.6537 2020-10-25 12:42:35,774 - mmaction - INFO - Epoch [90][780/1712] lr: 1.000e-04, eta: 5:43:59, time: 1.101, data_time: 0.012, memory: 5822, loss_cls: 2.9530, loss: 2.9530, grad_norm: 3.6650 2020-10-25 12:42:57,827 - mmaction - INFO - Epoch [90][800/1712] lr: 1.000e-04, eta: 5:43:36, time: 1.096, data_time: 0.010, memory: 5822, loss_cls: 3.0126, loss: 3.0126, grad_norm: 3.7990 2020-10-25 12:43:19,824 - mmaction - INFO - Epoch [90][820/1712] lr: 1.000e-04, eta: 5:43:13, time: 1.107, data_time: 0.015, memory: 5822, loss_cls: 2.9671, loss: 2.9671, grad_norm: 3.6921 2020-10-25 12:43:42,306 - mmaction - INFO - Epoch [90][840/1712] lr: 1.000e-04, eta: 5:42:50, time: 1.126, data_time: 0.008, memory: 5822, loss_cls: 2.9288, loss: 2.9288, grad_norm: 3.6153 2020-10-25 12:44:04,312 - mmaction - INFO - Epoch [90][860/1712] lr: 1.000e-04, eta: 5:42:27, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 2.9786, loss: 2.9786, grad_norm: 3.7309 2020-10-25 12:44:26,059 - mmaction - INFO - Epoch [90][880/1712] lr: 1.000e-04, eta: 5:42:04, time: 1.083, data_time: 0.003, memory: 5822, loss_cls: 2.9728, loss: 2.9728, grad_norm: 3.7253 2020-10-25 12:44:47,968 - mmaction - INFO - Epoch [90][900/1712] lr: 1.000e-04, eta: 5:41:41, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 2.9978, loss: 2.9978, grad_norm: 3.7089 2020-10-25 12:45:09,700 - mmaction - INFO - Epoch [90][920/1712] lr: 1.000e-04, eta: 5:41:18, time: 1.097, data_time: 0.020, memory: 5822, loss_cls: 2.9415, loss: 2.9415, grad_norm: 3.6758 2020-10-25 12:45:31,458 - mmaction - INFO - Epoch [90][940/1712] lr: 1.000e-04, eta: 5:40:55, time: 1.087, data_time: 0.004, memory: 5822, loss_cls: 2.9024, loss: 2.9024, grad_norm: 3.6105 2020-10-25 12:45:53,688 - mmaction - INFO - Epoch [90][960/1712] lr: 1.000e-04, eta: 5:40:32, time: 1.111, data_time: 0.007, memory: 5822, loss_cls: 3.0049, loss: 3.0049, grad_norm: 3.6838 2020-10-25 12:46:18,310 - mmaction - INFO - Epoch [90][980/1712] lr: 1.000e-04, eta: 5:40:09, time: 1.233, data_time: 0.007, memory: 5822, loss_cls: 2.9486, loss: 2.9486, grad_norm: 3.7299 2020-10-25 12:46:40,535 - mmaction - INFO - Epoch [90][1000/1712] lr: 1.000e-04, eta: 5:39:47, time: 1.114, data_time: 0.004, memory: 5822, loss_cls: 3.0167, loss: 3.0167, grad_norm: 3.7335 2020-10-25 12:47:02,541 - mmaction - INFO - Epoch [90][1020/1712] lr: 1.000e-04, eta: 5:39:24, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 3.0163, loss: 3.0163, grad_norm: 3.6984 2020-10-25 12:47:24,402 - mmaction - INFO - Epoch [90][1040/1712] lr: 1.000e-04, eta: 5:39:01, time: 1.100, data_time: 0.011, memory: 5822, loss_cls: 2.9832, loss: 2.9832, grad_norm: 3.6229 2020-10-25 12:47:47,979 - mmaction - INFO - Epoch [90][1060/1712] lr: 1.000e-04, eta: 5:38:38, time: 1.170, data_time: 0.005, memory: 5822, loss_cls: 2.9961, loss: 2.9961, grad_norm: 3.7841 2020-10-25 12:48:12,120 - mmaction - INFO - Epoch [90][1080/1712] lr: 1.000e-04, eta: 5:38:15, time: 1.213, data_time: 0.014, memory: 5822, loss_cls: 2.9699, loss: 2.9699, grad_norm: 3.7042 2020-10-25 12:48:34,354 - mmaction - INFO - Epoch [90][1100/1712] lr: 1.000e-04, eta: 5:37:52, time: 1.117, data_time: 0.009, memory: 5822, loss_cls: 2.9422, loss: 2.9422, grad_norm: 3.6564 2020-10-25 12:48:56,158 - mmaction - INFO - Epoch [90][1120/1712] lr: 1.000e-04, eta: 5:37:29, time: 1.077, data_time: 0.002, memory: 5822, loss_cls: 2.9597, loss: 2.9597, grad_norm: 3.6140 2020-10-25 12:49:17,877 - mmaction - INFO - Epoch [90][1140/1712] lr: 1.000e-04, eta: 5:37:06, time: 1.099, data_time: 0.016, memory: 5822, loss_cls: 2.9383, loss: 2.9383, grad_norm: 3.6522 2020-10-25 12:49:42,980 - mmaction - INFO - Epoch [90][1160/1712] lr: 1.000e-04, eta: 5:36:44, time: 1.250, data_time: 0.002, memory: 5822, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.7637 2020-10-25 12:50:06,006 - mmaction - INFO - Epoch [90][1180/1712] lr: 1.000e-04, eta: 5:36:21, time: 1.156, data_time: 0.008, memory: 5822, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.7395 2020-10-25 12:50:27,592 - mmaction - INFO - Epoch [90][1200/1712] lr: 1.000e-04, eta: 5:35:58, time: 1.080, data_time: 0.002, memory: 5822, loss_cls: 2.9311, loss: 2.9311, grad_norm: 3.6659 2020-10-25 12:50:49,906 - mmaction - INFO - Epoch [90][1220/1712] lr: 1.000e-04, eta: 5:35:35, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 2.9351, loss: 2.9351, grad_norm: 3.6199 2020-10-25 12:51:11,766 - mmaction - INFO - Epoch [90][1240/1712] lr: 1.000e-04, eta: 5:35:12, time: 1.095, data_time: 0.016, memory: 5822, loss_cls: 3.0105, loss: 3.0105, grad_norm: 3.7614 2020-10-25 12:51:33,681 - mmaction - INFO - Epoch [90][1260/1712] lr: 1.000e-04, eta: 5:34:49, time: 1.103, data_time: 0.012, memory: 5822, loss_cls: 2.9826, loss: 2.9826, grad_norm: 3.6402 2020-10-25 12:51:58,251 - mmaction - INFO - Epoch [90][1280/1712] lr: 1.000e-04, eta: 5:34:26, time: 1.229, data_time: 0.007, memory: 5822, loss_cls: 2.9505, loss: 2.9505, grad_norm: 3.6769 2020-10-25 12:52:21,069 - mmaction - INFO - Epoch [90][1300/1712] lr: 1.000e-04, eta: 5:34:03, time: 1.140, data_time: 0.010, memory: 5822, loss_cls: 3.0033, loss: 3.0033, grad_norm: 3.7257 2020-10-25 12:52:43,157 - mmaction - INFO - Epoch [90][1320/1712] lr: 1.000e-04, eta: 5:33:40, time: 1.102, data_time: 0.007, memory: 5822, loss_cls: 2.9593, loss: 2.9593, grad_norm: 3.6644 2020-10-25 12:53:05,553 - mmaction - INFO - Epoch [90][1340/1712] lr: 1.000e-04, eta: 5:33:17, time: 1.120, data_time: 0.009, memory: 5822, loss_cls: 2.9809, loss: 2.9809, grad_norm: 3.6685 2020-10-25 12:53:27,838 - mmaction - INFO - Epoch [90][1360/1712] lr: 1.000e-04, eta: 5:32:54, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 2.9652, loss: 2.9652, grad_norm: 3.6882 2020-10-25 12:53:49,738 - mmaction - INFO - Epoch [90][1380/1712] lr: 1.000e-04, eta: 5:32:31, time: 1.093, data_time: 0.006, memory: 5822, loss_cls: 2.9564, loss: 2.9564, grad_norm: 3.6902 2020-10-25 12:54:12,095 - mmaction - INFO - Epoch [90][1400/1712] lr: 1.000e-04, eta: 5:32:09, time: 1.122, data_time: 0.006, memory: 5822, loss_cls: 2.9325, loss: 2.9325, grad_norm: 3.6617 2020-10-25 12:54:34,139 - mmaction - INFO - Epoch [90][1420/1712] lr: 1.000e-04, eta: 5:31:46, time: 1.102, data_time: 0.004, memory: 5822, loss_cls: 2.9665, loss: 2.9665, grad_norm: 3.6475 2020-10-25 12:54:55,776 - mmaction - INFO - Epoch [90][1440/1712] lr: 1.000e-04, eta: 5:31:23, time: 1.073, data_time: 0.005, memory: 5822, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.7341 2020-10-25 12:55:17,764 - mmaction - INFO - Epoch [90][1460/1712] lr: 1.000e-04, eta: 5:31:00, time: 1.099, data_time: 0.011, memory: 5822, loss_cls: 2.9905, loss: 2.9905, grad_norm: 3.7027 2020-10-25 12:55:39,762 - mmaction - INFO - Epoch [90][1480/1712] lr: 1.000e-04, eta: 5:30:37, time: 1.101, data_time: 0.017, memory: 5822, loss_cls: 2.9697, loss: 2.9697, grad_norm: 3.7198 2020-10-25 12:56:02,143 - mmaction - INFO - Epoch [90][1500/1712] lr: 1.000e-04, eta: 5:30:14, time: 1.128, data_time: 0.015, memory: 5822, loss_cls: 2.9529, loss: 2.9529, grad_norm: 3.6939 2020-10-25 12:56:23,687 - mmaction - INFO - Epoch [90][1520/1712] lr: 1.000e-04, eta: 5:29:51, time: 1.071, data_time: 0.003, memory: 5822, loss_cls: 2.9961, loss: 2.9961, grad_norm: 3.7347 2020-10-25 12:56:46,105 - mmaction - INFO - Epoch [90][1540/1712] lr: 1.000e-04, eta: 5:29:28, time: 1.127, data_time: 0.011, memory: 5822, loss_cls: 2.9916, loss: 2.9916, grad_norm: 3.7817 2020-10-25 12:57:08,127 - mmaction - INFO - Epoch [90][1560/1712] lr: 1.000e-04, eta: 5:29:05, time: 1.091, data_time: 0.003, memory: 5822, loss_cls: 2.9662, loss: 2.9662, grad_norm: 3.7771 2020-10-25 12:57:29,750 - mmaction - INFO - Epoch [90][1580/1712] lr: 1.000e-04, eta: 5:28:42, time: 1.080, data_time: 0.011, memory: 5822, loss_cls: 2.9594, loss: 2.9594, grad_norm: 3.6810 2020-10-25 12:57:52,103 - mmaction - INFO - Epoch [90][1600/1712] lr: 1.000e-04, eta: 5:28:19, time: 1.128, data_time: 0.013, memory: 5822, loss_cls: 2.9348, loss: 2.9348, grad_norm: 3.7148 2020-10-25 12:58:13,678 - mmaction - INFO - Epoch [90][1620/1712] lr: 1.000e-04, eta: 5:27:56, time: 1.078, data_time: 0.004, memory: 5822, loss_cls: 2.9457, loss: 2.9457, grad_norm: 3.6815 2020-10-25 12:58:36,035 - mmaction - INFO - Epoch [90][1640/1712] lr: 1.000e-04, eta: 5:27:33, time: 1.120, data_time: 0.004, memory: 5822, loss_cls: 2.9905, loss: 2.9905, grad_norm: 3.6548 2020-10-25 12:58:58,247 - mmaction - INFO - Epoch [90][1660/1712] lr: 1.000e-04, eta: 5:27:10, time: 1.097, data_time: 0.007, memory: 5822, loss_cls: 2.9499, loss: 2.9499, grad_norm: 3.6869 2020-10-25 12:59:20,655 - mmaction - INFO - Epoch [90][1680/1712] lr: 1.000e-04, eta: 5:26:47, time: 1.130, data_time: 0.017, memory: 5822, loss_cls: 2.9735, loss: 2.9735, grad_norm: 3.6111 2020-10-25 12:59:42,503 - mmaction - INFO - Epoch [90][1700/1712] lr: 1.000e-04, eta: 5:26:24, time: 1.093, data_time: 0.010, memory: 5822, loss_cls: 3.0253, loss: 3.0253, grad_norm: 3.8010 2020-10-25 12:59:57,332 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-10-25 13:03:08,997 - mmaction - INFO - Epoch [91][20/1712] lr: 1.000e-04, eta: 5:25:47, time: 1.548, data_time: 0.969, memory: 5822, loss_cls: 2.9228, loss: 2.9228, grad_norm: 3.6115 2020-10-25 13:03:30,531 - mmaction - INFO - Epoch [91][40/1712] lr: 1.000e-04, eta: 5:25:24, time: 1.077, data_time: 0.501, memory: 5822, loss_cls: 2.9032, loss: 2.9032, grad_norm: 3.5848 2020-10-25 13:03:53,131 - mmaction - INFO - Epoch [91][60/1712] lr: 1.000e-04, eta: 5:25:01, time: 1.128, data_time: 0.196, memory: 5822, loss_cls: 2.9638, loss: 2.9638, grad_norm: 3.7064 2020-10-25 13:04:15,937 - mmaction - INFO - Epoch [91][80/1712] lr: 1.000e-04, eta: 5:24:38, time: 1.141, data_time: 0.004, memory: 5822, loss_cls: 2.9696, loss: 2.9696, grad_norm: 3.7141 2020-10-25 13:04:37,832 - mmaction - INFO - Epoch [91][100/1712] lr: 1.000e-04, eta: 5:24:15, time: 1.093, data_time: 0.004, memory: 5822, loss_cls: 2.9831, loss: 2.9831, grad_norm: 3.7861 2020-10-25 13:04:59,394 - mmaction - INFO - Epoch [91][120/1712] lr: 1.000e-04, eta: 5:23:52, time: 1.076, data_time: 0.059, memory: 5822, loss_cls: 2.9469, loss: 2.9469, grad_norm: 3.7181 2020-10-25 13:05:20,766 - mmaction - INFO - Epoch [91][140/1712] lr: 1.000e-04, eta: 5:23:29, time: 1.073, data_time: 0.040, memory: 5822, loss_cls: 2.9374, loss: 2.9374, grad_norm: 3.6842 2020-10-25 13:05:42,730 - mmaction - INFO - Epoch [91][160/1712] lr: 1.000e-04, eta: 5:23:06, time: 1.097, data_time: 0.117, memory: 5822, loss_cls: 2.9511, loss: 2.9511, grad_norm: 3.6290 2020-10-25 13:06:04,314 - mmaction - INFO - Epoch [91][180/1712] lr: 1.000e-04, eta: 5:22:43, time: 1.081, data_time: 0.152, memory: 5822, loss_cls: 3.0070, loss: 3.0070, grad_norm: 3.7778 2020-10-25 13:06:25,583 - mmaction - INFO - Epoch [91][200/1712] lr: 1.000e-04, eta: 5:22:20, time: 1.062, data_time: 0.002, memory: 5822, loss_cls: 3.0429, loss: 3.0429, grad_norm: 3.7527 2020-10-25 13:06:47,525 - mmaction - INFO - Epoch [91][220/1712] lr: 1.000e-04, eta: 5:21:57, time: 1.087, data_time: 0.024, memory: 5822, loss_cls: 3.0076, loss: 3.0076, grad_norm: 3.6845 2020-10-25 13:07:09,287 - mmaction - INFO - Epoch [91][240/1712] lr: 1.000e-04, eta: 5:21:34, time: 1.098, data_time: 0.013, memory: 5822, loss_cls: 2.9954, loss: 2.9954, grad_norm: 3.7710 2020-10-25 13:07:31,560 - mmaction - INFO - Epoch [91][260/1712] lr: 1.000e-04, eta: 5:21:11, time: 1.116, data_time: 0.005, memory: 5822, loss_cls: 3.0263, loss: 3.0263, grad_norm: 3.7079 2020-10-25 13:07:53,038 - mmaction - INFO - Epoch [91][280/1712] lr: 1.000e-04, eta: 5:20:48, time: 1.069, data_time: 0.004, memory: 5822, loss_cls: 2.9050, loss: 2.9050, grad_norm: 3.6551 2020-10-25 13:08:14,672 - mmaction - INFO - Epoch [91][300/1712] lr: 1.000e-04, eta: 5:20:25, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 3.0085, loss: 3.0085, grad_norm: 3.7491 2020-10-25 13:08:36,013 - mmaction - INFO - Epoch [91][320/1712] lr: 1.000e-04, eta: 5:20:02, time: 1.056, data_time: 0.003, memory: 5822, loss_cls: 2.9283, loss: 2.9283, grad_norm: 3.6139 2020-10-25 13:08:57,869 - mmaction - INFO - Epoch [91][340/1712] lr: 1.000e-04, eta: 5:19:39, time: 1.103, data_time: 0.013, memory: 5822, loss_cls: 2.9896, loss: 2.9896, grad_norm: 3.7855 2020-10-25 13:09:19,877 - mmaction - INFO - Epoch [91][360/1712] lr: 1.000e-04, eta: 5:19:16, time: 1.101, data_time: 0.002, memory: 5822, loss_cls: 3.0037, loss: 3.0037, grad_norm: 3.7415 2020-10-25 13:09:42,235 - mmaction - INFO - Epoch [91][380/1712] lr: 1.000e-04, eta: 5:18:53, time: 1.115, data_time: 0.002, memory: 5822, loss_cls: 2.9733, loss: 2.9733, grad_norm: 3.7236 2020-10-25 13:10:03,886 - mmaction - INFO - Epoch [91][400/1712] lr: 1.000e-04, eta: 5:18:30, time: 1.083, data_time: 0.004, memory: 5822, loss_cls: 2.9362, loss: 2.9362, grad_norm: 3.6784 2020-10-25 13:10:25,871 - mmaction - INFO - Epoch [91][420/1712] lr: 1.000e-04, eta: 5:18:07, time: 1.094, data_time: 0.005, memory: 5822, loss_cls: 3.0129, loss: 3.0129, grad_norm: 3.7591 2020-10-25 13:10:47,377 - mmaction - INFO - Epoch [91][440/1712] lr: 1.000e-04, eta: 5:17:44, time: 1.081, data_time: 0.009, memory: 5822, loss_cls: 3.0141, loss: 3.0141, grad_norm: 3.7257 2020-10-25 13:11:09,361 - mmaction - INFO - Epoch [91][460/1712] lr: 1.000e-04, eta: 5:17:22, time: 1.098, data_time: 0.003, memory: 5822, loss_cls: 2.9712, loss: 2.9712, grad_norm: 3.6395 2020-10-25 13:11:31,548 - mmaction - INFO - Epoch [91][480/1712] lr: 1.000e-04, eta: 5:16:59, time: 1.112, data_time: 0.004, memory: 5822, loss_cls: 2.9868, loss: 2.9868, grad_norm: 3.6582 2020-10-25 13:11:53,457 - mmaction - INFO - Epoch [91][500/1712] lr: 1.000e-04, eta: 5:16:36, time: 1.088, data_time: 0.008, memory: 5822, loss_cls: 2.9903, loss: 2.9903, grad_norm: 3.7393 2020-10-25 13:12:15,580 - mmaction - INFO - Epoch [91][520/1712] lr: 1.000e-04, eta: 5:16:13, time: 1.108, data_time: 0.010, memory: 5822, loss_cls: 3.0061, loss: 3.0061, grad_norm: 3.8447 2020-10-25 13:12:37,423 - mmaction - INFO - Epoch [91][540/1712] lr: 1.000e-04, eta: 5:15:50, time: 1.098, data_time: 0.007, memory: 5822, loss_cls: 2.9483, loss: 2.9483, grad_norm: 3.6543 2020-10-25 13:12:59,132 - mmaction - INFO - Epoch [91][560/1712] lr: 1.000e-04, eta: 5:15:27, time: 1.082, data_time: 0.004, memory: 5822, loss_cls: 2.9766, loss: 2.9766, grad_norm: 3.6781 2020-10-25 13:13:20,708 - mmaction - INFO - Epoch [91][580/1712] lr: 1.000e-04, eta: 5:15:04, time: 1.081, data_time: 0.004, memory: 5822, loss_cls: 2.9529, loss: 2.9529, grad_norm: 3.7495 2020-10-25 13:13:42,794 - mmaction - INFO - Epoch [91][600/1712] lr: 1.000e-04, eta: 5:14:41, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 2.9410, loss: 2.9410, grad_norm: 3.6942 2020-10-25 13:14:04,370 - mmaction - INFO - Epoch [91][620/1712] lr: 1.000e-04, eta: 5:14:18, time: 1.080, data_time: 0.002, memory: 5822, loss_cls: 2.9764, loss: 2.9764, grad_norm: 3.6807 2020-10-25 13:14:26,345 - mmaction - INFO - Epoch [91][640/1712] lr: 1.000e-04, eta: 5:13:55, time: 1.089, data_time: 0.004, memory: 5822, loss_cls: 2.9344, loss: 2.9344, grad_norm: 3.6743 2020-10-25 13:14:48,352 - mmaction - INFO - Epoch [91][660/1712] lr: 1.000e-04, eta: 5:13:32, time: 1.100, data_time: 0.012, memory: 5822, loss_cls: 3.0199, loss: 3.0199, grad_norm: 3.7646 2020-10-25 13:15:10,490 - mmaction - INFO - Epoch [91][680/1712] lr: 1.000e-04, eta: 5:13:09, time: 1.106, data_time: 0.015, memory: 5822, loss_cls: 3.0133, loss: 3.0133, grad_norm: 3.7054 2020-10-25 13:15:32,218 - mmaction - INFO - Epoch [91][700/1712] lr: 1.000e-04, eta: 5:12:46, time: 1.090, data_time: 0.013, memory: 5822, loss_cls: 2.9604, loss: 2.9604, grad_norm: 3.6788 2020-10-25 13:15:53,490 - mmaction - INFO - Epoch [91][720/1712] lr: 1.000e-04, eta: 5:12:23, time: 1.068, data_time: 0.007, memory: 5822, loss_cls: 2.9973, loss: 2.9973, grad_norm: 3.7007 2020-10-25 13:16:16,274 - mmaction - INFO - Epoch [91][740/1712] lr: 1.000e-04, eta: 5:12:00, time: 1.141, data_time: 0.004, memory: 5822, loss_cls: 2.9906, loss: 2.9906, grad_norm: 3.7460 2020-10-25 13:16:37,916 - mmaction - INFO - Epoch [91][760/1712] lr: 1.000e-04, eta: 5:11:37, time: 1.072, data_time: 0.002, memory: 5822, loss_cls: 2.9460, loss: 2.9460, grad_norm: 3.6797 2020-10-25 13:16:59,753 - mmaction - INFO - Epoch [91][780/1712] lr: 1.000e-04, eta: 5:11:14, time: 1.094, data_time: 0.012, memory: 5822, loss_cls: 3.0322, loss: 3.0322, grad_norm: 3.7817 2020-10-25 13:17:21,481 - mmaction - INFO - Epoch [91][800/1712] lr: 1.000e-04, eta: 5:10:51, time: 1.088, data_time: 0.017, memory: 5822, loss_cls: 3.0317, loss: 3.0317, grad_norm: 3.7197 2020-10-25 13:17:43,269 - mmaction - INFO - Epoch [91][820/1712] lr: 1.000e-04, eta: 5:10:28, time: 1.088, data_time: 0.012, memory: 5822, loss_cls: 2.9647, loss: 2.9647, grad_norm: 3.7034 2020-10-25 13:18:05,414 - mmaction - INFO - Epoch [91][840/1712] lr: 1.000e-04, eta: 5:10:05, time: 1.102, data_time: 0.012, memory: 5822, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.6757 2020-10-25 13:18:27,304 - mmaction - INFO - Epoch [91][860/1712] lr: 1.000e-04, eta: 5:09:42, time: 1.107, data_time: 0.014, memory: 5822, loss_cls: 2.9955, loss: 2.9955, grad_norm: 3.7066 2020-10-25 13:18:49,538 - mmaction - INFO - Epoch [91][880/1712] lr: 1.000e-04, eta: 5:09:19, time: 1.111, data_time: 0.002, memory: 5822, loss_cls: 2.9390, loss: 2.9390, grad_norm: 3.6390 2020-10-25 13:19:11,094 - mmaction - INFO - Epoch [91][900/1712] lr: 1.000e-04, eta: 5:08:56, time: 1.073, data_time: 0.009, memory: 5822, loss_cls: 3.0043, loss: 3.0043, grad_norm: 3.7131 2020-10-25 13:19:33,697 - mmaction - INFO - Epoch [91][920/1712] lr: 1.000e-04, eta: 5:08:34, time: 1.132, data_time: 0.007, memory: 5822, loss_cls: 2.9739, loss: 2.9739, grad_norm: 3.6595 2020-10-25 13:19:55,558 - mmaction - INFO - Epoch [91][940/1712] lr: 1.000e-04, eta: 5:08:11, time: 1.095, data_time: 0.007, memory: 5822, loss_cls: 2.9973, loss: 2.9973, grad_norm: 3.6553 2020-10-25 13:20:18,037 - mmaction - INFO - Epoch [91][960/1712] lr: 1.000e-04, eta: 5:07:48, time: 1.125, data_time: 0.006, memory: 5822, loss_cls: 3.0245, loss: 3.0245, grad_norm: 3.7123 2020-10-25 13:20:39,692 - mmaction - INFO - Epoch [91][980/1712] lr: 1.000e-04, eta: 5:07:25, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 2.9954, loss: 2.9954, grad_norm: 3.7612 2020-10-25 13:21:01,203 - mmaction - INFO - Epoch [91][1000/1712] lr: 1.000e-04, eta: 5:07:02, time: 1.073, data_time: 0.002, memory: 5822, loss_cls: 2.9979, loss: 2.9979, grad_norm: 3.6866 2020-10-25 13:21:23,047 - mmaction - INFO - Epoch [91][1020/1712] lr: 1.000e-04, eta: 5:06:39, time: 1.089, data_time: 0.005, memory: 5822, loss_cls: 2.9259, loss: 2.9259, grad_norm: 3.5894 2020-10-25 13:21:45,587 - mmaction - INFO - Epoch [91][1040/1712] lr: 1.000e-04, eta: 5:06:16, time: 1.125, data_time: 0.008, memory: 5822, loss_cls: 2.9223, loss: 2.9223, grad_norm: 3.6701 2020-10-25 13:22:06,848 - mmaction - INFO - Epoch [91][1060/1712] lr: 1.000e-04, eta: 5:05:53, time: 1.066, data_time: 0.012, memory: 5822, loss_cls: 2.9948, loss: 2.9948, grad_norm: 3.8262 2020-10-25 13:22:28,724 - mmaction - INFO - Epoch [91][1080/1712] lr: 1.000e-04, eta: 5:05:30, time: 1.098, data_time: 0.006, memory: 5822, loss_cls: 3.0031, loss: 3.0031, grad_norm: 3.8468 2020-10-25 13:22:50,466 - mmaction - INFO - Epoch [91][1100/1712] lr: 1.000e-04, eta: 5:05:07, time: 1.086, data_time: 0.003, memory: 5822, loss_cls: 2.9207, loss: 2.9207, grad_norm: 3.7186 2020-10-25 13:23:12,009 - mmaction - INFO - Epoch [91][1120/1712] lr: 1.000e-04, eta: 5:04:44, time: 1.078, data_time: 0.014, memory: 5822, loss_cls: 2.9617, loss: 2.9617, grad_norm: 3.7033 2020-10-25 13:23:33,955 - mmaction - INFO - Epoch [91][1140/1712] lr: 1.000e-04, eta: 5:04:21, time: 1.095, data_time: 0.020, memory: 5822, loss_cls: 2.9313, loss: 2.9313, grad_norm: 3.6585 2020-10-25 13:23:55,079 - mmaction - INFO - Epoch [91][1160/1712] lr: 1.000e-04, eta: 5:03:58, time: 1.046, data_time: 0.066, memory: 5822, loss_cls: 2.9539, loss: 2.9539, grad_norm: 3.5874 2020-10-25 13:24:16,518 - mmaction - INFO - Epoch [91][1180/1712] lr: 1.000e-04, eta: 5:03:35, time: 1.081, data_time: 0.014, memory: 5822, loss_cls: 2.9474, loss: 2.9474, grad_norm: 3.7255 2020-10-25 13:24:38,300 - mmaction - INFO - Epoch [91][1200/1712] lr: 1.000e-04, eta: 5:03:12, time: 1.089, data_time: 0.007, memory: 5822, loss_cls: 3.0014, loss: 3.0014, grad_norm: 3.7316 2020-10-25 13:25:00,004 - mmaction - INFO - Epoch [91][1220/1712] lr: 1.000e-04, eta: 5:02:49, time: 1.079, data_time: 0.005, memory: 5822, loss_cls: 2.9937, loss: 2.9937, grad_norm: 3.7364 2020-10-25 13:25:21,363 - mmaction - INFO - Epoch [91][1240/1712] lr: 1.000e-04, eta: 5:02:26, time: 1.069, data_time: 0.035, memory: 5822, loss_cls: 2.9633, loss: 2.9633, grad_norm: 3.6940 2020-10-25 13:25:43,215 - mmaction - INFO - Epoch [91][1260/1712] lr: 1.000e-04, eta: 5:02:03, time: 1.099, data_time: 0.011, memory: 5822, loss_cls: 2.9864, loss: 2.9864, grad_norm: 3.7149 2020-10-25 13:26:05,203 - mmaction - INFO - Epoch [91][1280/1712] lr: 1.000e-04, eta: 5:01:40, time: 1.102, data_time: 0.005, memory: 5822, loss_cls: 2.9411, loss: 2.9411, grad_norm: 3.7046 2020-10-25 13:26:26,162 - mmaction - INFO - Epoch [91][1300/1712] lr: 1.000e-04, eta: 5:01:17, time: 1.045, data_time: 0.009, memory: 5822, loss_cls: 2.9303, loss: 2.9303, grad_norm: 3.6318 2020-10-25 13:26:48,175 - mmaction - INFO - Epoch [91][1320/1712] lr: 1.000e-04, eta: 5:00:54, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 3.0045, loss: 3.0045, grad_norm: 3.7476 2020-10-25 13:27:09,836 - mmaction - INFO - Epoch [91][1340/1712] lr: 1.000e-04, eta: 5:00:31, time: 1.080, data_time: 0.009, memory: 5822, loss_cls: 2.9561, loss: 2.9561, grad_norm: 3.7111 2020-10-25 13:27:31,429 - mmaction - INFO - Epoch [91][1360/1712] lr: 1.000e-04, eta: 5:00:08, time: 1.079, data_time: 0.006, memory: 5822, loss_cls: 2.9255, loss: 2.9255, grad_norm: 3.6527 2020-10-25 13:27:52,994 - mmaction - INFO - Epoch [91][1380/1712] lr: 1.000e-04, eta: 4:59:45, time: 1.082, data_time: 0.013, memory: 5822, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.6622 2020-10-25 13:28:15,475 - mmaction - INFO - Epoch [91][1400/1712] lr: 1.000e-04, eta: 4:59:22, time: 1.123, data_time: 0.005, memory: 5822, loss_cls: 2.9531, loss: 2.9531, grad_norm: 3.7378 2020-10-25 13:28:36,855 - mmaction - INFO - Epoch [91][1420/1712] lr: 1.000e-04, eta: 4:58:59, time: 1.065, data_time: 0.003, memory: 5822, loss_cls: 2.9184, loss: 2.9184, grad_norm: 3.6145 2020-10-25 13:28:59,134 - mmaction - INFO - Epoch [91][1440/1712] lr: 1.000e-04, eta: 4:58:36, time: 1.116, data_time: 0.012, memory: 5822, loss_cls: 2.9651, loss: 2.9651, grad_norm: 3.6911 2020-10-25 13:29:20,562 - mmaction - INFO - Epoch [91][1460/1712] lr: 1.000e-04, eta: 4:58:13, time: 1.068, data_time: 0.007, memory: 5822, loss_cls: 2.9467, loss: 2.9467, grad_norm: 3.7511 2020-10-25 13:29:42,347 - mmaction - INFO - Epoch [91][1480/1712] lr: 1.000e-04, eta: 4:57:50, time: 1.090, data_time: 0.009, memory: 5822, loss_cls: 2.8878, loss: 2.8878, grad_norm: 3.6752 2020-10-25 13:30:04,286 - mmaction - INFO - Epoch [91][1500/1712] lr: 1.000e-04, eta: 4:57:27, time: 1.096, data_time: 0.009, memory: 5822, loss_cls: 2.9196, loss: 2.9196, grad_norm: 3.6780 2020-10-25 13:30:25,863 - mmaction - INFO - Epoch [91][1520/1712] lr: 1.000e-04, eta: 4:57:04, time: 1.075, data_time: 0.009, memory: 5822, loss_cls: 2.9709, loss: 2.9709, grad_norm: 3.7564 2020-10-25 13:30:47,767 - mmaction - INFO - Epoch [91][1540/1712] lr: 1.000e-04, eta: 4:56:41, time: 1.095, data_time: 0.012, memory: 5822, loss_cls: 2.9919, loss: 2.9919, grad_norm: 3.7674 2020-10-25 13:31:09,915 - mmaction - INFO - Epoch [91][1560/1712] lr: 1.000e-04, eta: 4:56:19, time: 1.113, data_time: 0.013, memory: 5822, loss_cls: 2.9922, loss: 2.9922, grad_norm: 3.7396 2020-10-25 13:31:31,682 - mmaction - INFO - Epoch [91][1580/1712] lr: 1.000e-04, eta: 4:55:56, time: 1.089, data_time: 0.007, memory: 5822, loss_cls: 2.9790, loss: 2.9790, grad_norm: 3.6935 2020-10-25 13:31:53,879 - mmaction - INFO - Epoch [91][1600/1712] lr: 1.000e-04, eta: 4:55:33, time: 1.110, data_time: 0.008, memory: 5822, loss_cls: 2.9533, loss: 2.9533, grad_norm: 3.6147 2020-10-25 13:32:16,203 - mmaction - INFO - Epoch [91][1620/1712] lr: 1.000e-04, eta: 4:55:10, time: 1.100, data_time: 0.007, memory: 5822, loss_cls: 2.9566, loss: 2.9566, grad_norm: 3.7589 2020-10-25 13:32:37,806 - mmaction - INFO - Epoch [91][1640/1712] lr: 1.000e-04, eta: 4:54:47, time: 1.094, data_time: 0.022, memory: 5822, loss_cls: 2.9584, loss: 2.9584, grad_norm: 3.7145 2020-10-25 13:32:59,563 - mmaction - INFO - Epoch [91][1660/1712] lr: 1.000e-04, eta: 4:54:24, time: 1.079, data_time: 0.009, memory: 5822, loss_cls: 3.0088, loss: 3.0088, grad_norm: 3.6622 2020-10-25 13:33:21,562 - mmaction - INFO - Epoch [91][1680/1712] lr: 1.000e-04, eta: 4:54:01, time: 1.107, data_time: 0.017, memory: 5822, loss_cls: 2.9447, loss: 2.9447, grad_norm: 3.7960 2020-10-25 13:33:43,325 - mmaction - INFO - Epoch [91][1700/1712] lr: 1.000e-04, eta: 4:53:38, time: 1.089, data_time: 0.009, memory: 5822, loss_cls: 2.9524, loss: 2.9524, grad_norm: 3.6932 2020-10-25 13:34:49,592 - mmaction - INFO - Epoch [92][20/1712] lr: 1.000e-04, eta: 4:53:03, time: 2.447, data_time: 1.486, memory: 5822, loss_cls: 2.9619, loss: 2.9619, grad_norm: 3.6836 2020-10-25 13:35:12,156 - mmaction - INFO - Epoch [92][40/1712] lr: 1.000e-04, eta: 4:52:40, time: 1.127, data_time: 0.012, memory: 5822, loss_cls: 2.9053, loss: 2.9053, grad_norm: 3.6311 2020-10-25 13:35:33,925 - mmaction - INFO - Epoch [92][60/1712] lr: 1.000e-04, eta: 4:52:17, time: 1.070, data_time: 0.004, memory: 5822, loss_cls: 2.9081, loss: 2.9081, grad_norm: 3.7185 2020-10-25 13:35:55,799 - mmaction - INFO - Epoch [92][80/1712] lr: 1.000e-04, eta: 4:51:54, time: 1.108, data_time: 0.022, memory: 5822, loss_cls: 2.9367, loss: 2.9367, grad_norm: 3.6513 2020-10-25 13:36:17,452 - mmaction - INFO - Epoch [92][100/1712] lr: 1.000e-04, eta: 4:51:31, time: 1.087, data_time: 0.008, memory: 5822, loss_cls: 2.9622, loss: 2.9622, grad_norm: 3.6487 2020-10-25 13:36:38,021 - mmaction - INFO - Epoch [92][120/1712] lr: 1.000e-04, eta: 4:51:08, time: 1.027, data_time: 0.003, memory: 5822, loss_cls: 2.9524, loss: 2.9524, grad_norm: 3.6297 2020-10-25 13:36:59,846 - mmaction - INFO - Epoch [92][140/1712] lr: 1.000e-04, eta: 4:50:45, time: 1.091, data_time: 0.005, memory: 5822, loss_cls: 2.9842, loss: 2.9842, grad_norm: 3.7131 2020-10-25 13:37:22,129 - mmaction - INFO - Epoch [92][160/1712] lr: 1.000e-04, eta: 4:50:22, time: 1.116, data_time: 0.007, memory: 5822, loss_cls: 2.9623, loss: 2.9623, grad_norm: 3.6981 2020-10-25 13:37:44,349 - mmaction - INFO - Epoch [92][180/1712] lr: 1.000e-04, eta: 4:49:59, time: 1.109, data_time: 0.004, memory: 5822, loss_cls: 2.9597, loss: 2.9597, grad_norm: 3.6918 2020-10-25 13:38:06,091 - mmaction - INFO - Epoch [92][200/1712] lr: 1.000e-04, eta: 4:49:36, time: 1.091, data_time: 0.009, memory: 5822, loss_cls: 2.9725, loss: 2.9725, grad_norm: 3.7361 2020-10-25 13:38:27,884 - mmaction - INFO - Epoch [92][220/1712] lr: 1.000e-04, eta: 4:49:13, time: 1.086, data_time: 0.005, memory: 5822, loss_cls: 2.9236, loss: 2.9236, grad_norm: 3.6657 2020-10-25 13:38:50,714 - mmaction - INFO - Epoch [92][240/1712] lr: 1.000e-04, eta: 4:48:50, time: 1.144, data_time: 0.011, memory: 5822, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.8278 2020-10-25 13:39:13,209 - mmaction - INFO - Epoch [92][260/1712] lr: 1.000e-04, eta: 4:48:27, time: 1.122, data_time: 0.005, memory: 5822, loss_cls: 2.9558, loss: 2.9558, grad_norm: 3.6868 2020-10-25 13:39:34,917 - mmaction - INFO - Epoch [92][280/1712] lr: 1.000e-04, eta: 4:48:04, time: 1.090, data_time: 0.008, memory: 5822, loss_cls: 2.9706, loss: 2.9706, grad_norm: 3.6495 2020-10-25 13:39:56,501 - mmaction - INFO - Epoch [92][300/1712] lr: 1.000e-04, eta: 4:47:41, time: 1.068, data_time: 0.002, memory: 5822, loss_cls: 2.9713, loss: 2.9713, grad_norm: 3.7061 2020-10-25 13:40:18,354 - mmaction - INFO - Epoch [92][320/1712] lr: 1.000e-04, eta: 4:47:18, time: 1.104, data_time: 0.017, memory: 5822, loss_cls: 2.9464, loss: 2.9464, grad_norm: 3.7118 2020-10-25 13:40:40,784 - mmaction - INFO - Epoch [92][340/1712] lr: 1.000e-04, eta: 4:46:56, time: 1.109, data_time: 0.002, memory: 5822, loss_cls: 2.9786, loss: 2.9786, grad_norm: 3.7305 2020-10-25 13:41:02,232 - mmaction - INFO - Epoch [92][360/1712] lr: 1.000e-04, eta: 4:46:33, time: 1.082, data_time: 0.014, memory: 5822, loss_cls: 2.9203, loss: 2.9203, grad_norm: 3.7129 2020-10-25 13:41:23,639 - mmaction - INFO - Epoch [92][380/1712] lr: 1.000e-04, eta: 4:46:10, time: 1.072, data_time: 0.004, memory: 5822, loss_cls: 3.0021, loss: 3.0021, grad_norm: 3.7968 2020-10-25 13:41:46,386 - mmaction - INFO - Epoch [92][400/1712] lr: 1.000e-04, eta: 4:45:47, time: 1.137, data_time: 0.002, memory: 5822, loss_cls: 3.0209, loss: 3.0209, grad_norm: 3.7951 2020-10-25 13:42:08,222 - mmaction - INFO - Epoch [92][420/1712] lr: 1.000e-04, eta: 4:45:24, time: 1.091, data_time: 0.008, memory: 5822, loss_cls: 3.0082, loss: 3.0082, grad_norm: 3.7248 2020-10-25 13:42:30,434 - mmaction - INFO - Epoch [92][440/1712] lr: 1.000e-04, eta: 4:45:01, time: 1.100, data_time: 0.006, memory: 5822, loss_cls: 2.9831, loss: 2.9831, grad_norm: 3.6189 2020-10-25 13:42:53,353 - mmaction - INFO - Epoch [92][460/1712] lr: 1.000e-04, eta: 4:44:38, time: 1.158, data_time: 0.017, memory: 5822, loss_cls: 3.0037, loss: 3.0037, grad_norm: 3.7678 2020-10-25 13:43:14,993 - mmaction - INFO - Epoch [92][480/1712] lr: 1.000e-04, eta: 4:44:15, time: 1.083, data_time: 0.002, memory: 5822, loss_cls: 2.9456, loss: 2.9456, grad_norm: 3.6562 2020-10-25 13:43:37,913 - mmaction - INFO - Epoch [92][500/1712] lr: 1.000e-04, eta: 4:43:52, time: 1.146, data_time: 0.004, memory: 5822, loss_cls: 2.9898, loss: 2.9898, grad_norm: 3.7027 2020-10-25 13:44:00,317 - mmaction - INFO - Epoch [92][520/1712] lr: 1.000e-04, eta: 4:43:29, time: 1.118, data_time: 0.004, memory: 5822, loss_cls: 2.9565, loss: 2.9565, grad_norm: 3.6352 2020-10-25 13:44:23,107 - mmaction - INFO - Epoch [92][540/1712] lr: 1.000e-04, eta: 4:43:06, time: 1.137, data_time: 0.004, memory: 5822, loss_cls: 2.9215, loss: 2.9215, grad_norm: 3.5807 2020-10-25 13:44:45,475 - mmaction - INFO - Epoch [92][560/1712] lr: 1.000e-04, eta: 4:42:44, time: 1.124, data_time: 0.010, memory: 5822, loss_cls: 2.9683, loss: 2.9683, grad_norm: 3.6716 2020-10-25 13:45:08,477 - mmaction - INFO - Epoch [92][580/1712] lr: 1.000e-04, eta: 4:42:21, time: 1.137, data_time: 0.003, memory: 5822, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.7732 2020-10-25 13:45:30,843 - mmaction - INFO - Epoch [92][600/1712] lr: 1.000e-04, eta: 4:41:58, time: 1.123, data_time: 0.016, memory: 5822, loss_cls: 2.9811, loss: 2.9811, grad_norm: 3.7499 2020-10-25 13:45:53,099 - mmaction - INFO - Epoch [92][620/1712] lr: 1.000e-04, eta: 4:41:35, time: 1.110, data_time: 0.013, memory: 5822, loss_cls: 2.9656, loss: 2.9656, grad_norm: 3.7053 2020-10-25 13:46:15,496 - mmaction - INFO - Epoch [92][640/1712] lr: 1.000e-04, eta: 4:41:12, time: 1.126, data_time: 0.015, memory: 5822, loss_cls: 2.9206, loss: 2.9206, grad_norm: 3.6286 2020-10-25 13:46:38,359 - mmaction - INFO - Epoch [92][660/1712] lr: 1.000e-04, eta: 4:40:49, time: 1.144, data_time: 0.008, memory: 5822, loss_cls: 2.9538, loss: 2.9538, grad_norm: 3.7205 2020-10-25 13:47:00,879 - mmaction - INFO - Epoch [92][680/1712] lr: 1.000e-04, eta: 4:40:26, time: 1.122, data_time: 0.007, memory: 5822, loss_cls: 3.0309, loss: 3.0309, grad_norm: 3.7947 2020-10-25 13:47:23,373 - mmaction - INFO - Epoch [92][700/1712] lr: 1.000e-04, eta: 4:40:03, time: 1.124, data_time: 0.008, memory: 5822, loss_cls: 2.9786, loss: 2.9786, grad_norm: 3.7259 2020-10-25 13:47:45,751 - mmaction - INFO - Epoch [92][720/1712] lr: 1.000e-04, eta: 4:39:41, time: 1.118, data_time: 0.010, memory: 5822, loss_cls: 2.9680, loss: 2.9680, grad_norm: 3.6554 2020-10-25 13:48:08,158 - mmaction - INFO - Epoch [92][740/1712] lr: 1.000e-04, eta: 4:39:18, time: 1.129, data_time: 0.009, memory: 5822, loss_cls: 3.0585, loss: 3.0585, grad_norm: 3.7228 2020-10-25 13:48:31,474 - mmaction - INFO - Epoch [92][760/1712] lr: 1.000e-04, eta: 4:38:55, time: 1.161, data_time: 0.007, memory: 5822, loss_cls: 2.9971, loss: 2.9971, grad_norm: 3.7151 2020-10-25 13:48:56,366 - mmaction - INFO - Epoch [92][780/1712] lr: 1.000e-04, eta: 4:38:32, time: 1.246, data_time: 0.007, memory: 5822, loss_cls: 2.9486, loss: 2.9486, grad_norm: 3.7234 2020-10-25 13:49:19,330 - mmaction - INFO - Epoch [92][800/1712] lr: 1.000e-04, eta: 4:38:09, time: 1.148, data_time: 0.005, memory: 5822, loss_cls: 2.9860, loss: 2.9860, grad_norm: 3.6881 2020-10-25 13:49:41,770 - mmaction - INFO - Epoch [92][820/1712] lr: 1.000e-04, eta: 4:37:46, time: 1.119, data_time: 0.006, memory: 5822, loss_cls: 2.9371, loss: 2.9371, grad_norm: 3.6428 2020-10-25 13:50:04,643 - mmaction - INFO - Epoch [92][840/1712] lr: 1.000e-04, eta: 4:37:24, time: 1.150, data_time: 0.008, memory: 5822, loss_cls: 3.0221, loss: 3.0221, grad_norm: 3.7227 2020-10-25 13:50:27,068 - mmaction - INFO - Epoch [92][860/1712] lr: 1.000e-04, eta: 4:37:01, time: 1.117, data_time: 0.005, memory: 5822, loss_cls: 2.9906, loss: 2.9906, grad_norm: 3.7058 2020-10-25 13:50:49,626 - mmaction - INFO - Epoch [92][880/1712] lr: 1.000e-04, eta: 4:36:38, time: 1.120, data_time: 0.008, memory: 5822, loss_cls: 2.9450, loss: 2.9450, grad_norm: 3.8441 2020-10-25 13:51:11,942 - mmaction - INFO - Epoch [92][900/1712] lr: 1.000e-04, eta: 4:36:15, time: 1.120, data_time: 0.015, memory: 5822, loss_cls: 2.9517, loss: 2.9517, grad_norm: 3.6384 2020-10-25 13:51:34,325 - mmaction - INFO - Epoch [92][920/1712] lr: 1.000e-04, eta: 4:35:52, time: 1.125, data_time: 0.010, memory: 5822, loss_cls: 3.0243, loss: 3.0243, grad_norm: 3.8302 2020-10-25 13:51:57,013 - mmaction - INFO - Epoch [92][940/1712] lr: 1.000e-04, eta: 4:35:29, time: 1.137, data_time: 0.005, memory: 5822, loss_cls: 3.0283, loss: 3.0283, grad_norm: 3.8397 2020-10-25 13:52:21,519 - mmaction - INFO - Epoch [92][960/1712] lr: 1.000e-04, eta: 4:35:06, time: 1.225, data_time: 0.001, memory: 5822, loss_cls: 2.9293, loss: 2.9293, grad_norm: 3.7412 2020-10-25 13:52:44,869 - mmaction - INFO - Epoch [92][980/1712] lr: 1.000e-04, eta: 4:34:44, time: 1.167, data_time: 0.002, memory: 5822, loss_cls: 2.9517, loss: 2.9517, grad_norm: 3.7259 2020-10-25 13:53:07,494 - mmaction - INFO - Epoch [92][1000/1712] lr: 1.000e-04, eta: 4:34:21, time: 1.132, data_time: 0.003, memory: 5822, loss_cls: 2.9824, loss: 2.9824, grad_norm: 3.6515 2020-10-25 13:53:29,751 - mmaction - INFO - Epoch [92][1020/1712] lr: 1.000e-04, eta: 4:33:58, time: 1.113, data_time: 0.003, memory: 5822, loss_cls: 2.9671, loss: 2.9671, grad_norm: 3.6285 2020-10-25 13:53:53,077 - mmaction - INFO - Epoch [92][1040/1712] lr: 1.000e-04, eta: 4:33:35, time: 1.153, data_time: 0.002, memory: 5822, loss_cls: 2.9617, loss: 2.9617, grad_norm: 3.6154 2020-10-25 13:54:17,084 - mmaction - INFO - Epoch [92][1060/1712] lr: 1.000e-04, eta: 4:33:12, time: 1.214, data_time: 0.018, memory: 5822, loss_cls: 2.9869, loss: 2.9869, grad_norm: 3.7965 2020-10-25 13:54:41,062 - mmaction - INFO - Epoch [92][1080/1712] lr: 1.000e-04, eta: 4:32:50, time: 1.199, data_time: 0.001, memory: 5822, loss_cls: 3.0247, loss: 3.0247, grad_norm: 3.8281 2020-10-25 13:55:02,840 - mmaction - INFO - Epoch [92][1100/1712] lr: 1.000e-04, eta: 4:32:27, time: 1.082, data_time: 0.002, memory: 5822, loss_cls: 2.9712, loss: 2.9712, grad_norm: 3.7243 2020-10-25 13:55:24,806 - mmaction - INFO - Epoch [92][1120/1712] lr: 1.000e-04, eta: 4:32:04, time: 1.104, data_time: 0.015, memory: 5822, loss_cls: 2.9483, loss: 2.9483, grad_norm: 3.6579 2020-10-25 13:55:47,194 - mmaction - INFO - Epoch [92][1140/1712] lr: 1.000e-04, eta: 4:31:41, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 2.9391, loss: 2.9391, grad_norm: 3.6820 2020-10-25 13:56:08,884 - mmaction - INFO - Epoch [92][1160/1712] lr: 1.000e-04, eta: 4:31:18, time: 1.085, data_time: 0.004, memory: 5822, loss_cls: 2.9640, loss: 2.9640, grad_norm: 3.7432 2020-10-25 13:56:30,790 - mmaction - INFO - Epoch [92][1180/1712] lr: 1.000e-04, eta: 4:30:55, time: 1.098, data_time: 0.009, memory: 5822, loss_cls: 2.9745, loss: 2.9745, grad_norm: 3.6638 2020-10-25 13:56:52,294 - mmaction - INFO - Epoch [92][1200/1712] lr: 1.000e-04, eta: 4:30:32, time: 1.075, data_time: 0.005, memory: 5822, loss_cls: 2.9414, loss: 2.9414, grad_norm: 3.6164 2020-10-25 13:57:15,411 - mmaction - INFO - Epoch [92][1220/1712] lr: 1.000e-04, eta: 4:30:09, time: 1.156, data_time: 0.002, memory: 5822, loss_cls: 3.0065, loss: 3.0065, grad_norm: 3.7488 2020-10-25 13:57:37,495 - mmaction - INFO - Epoch [92][1240/1712] lr: 1.000e-04, eta: 4:29:46, time: 1.104, data_time: 0.005, memory: 5822, loss_cls: 2.9907, loss: 2.9907, grad_norm: 3.6956 2020-10-25 13:57:59,652 - mmaction - INFO - Epoch [92][1260/1712] lr: 1.000e-04, eta: 4:29:23, time: 1.105, data_time: 0.005, memory: 5822, loss_cls: 2.9878, loss: 2.9878, grad_norm: 3.6757 2020-10-25 13:58:22,840 - mmaction - INFO - Epoch [92][1280/1712] lr: 1.000e-04, eta: 4:29:00, time: 1.162, data_time: 0.006, memory: 5822, loss_cls: 2.9668, loss: 2.9668, grad_norm: 3.6814 2020-10-25 13:58:44,777 - mmaction - INFO - Epoch [92][1300/1712] lr: 1.000e-04, eta: 4:28:38, time: 1.093, data_time: 0.003, memory: 5822, loss_cls: 3.0076, loss: 3.0076, grad_norm: 3.6940 2020-10-25 13:59:07,713 - mmaction - INFO - Epoch [92][1320/1712] lr: 1.000e-04, eta: 4:28:15, time: 1.141, data_time: 0.006, memory: 5822, loss_cls: 2.9733, loss: 2.9733, grad_norm: 3.7069 2020-10-25 13:59:28,905 - mmaction - INFO - Epoch [92][1340/1712] lr: 1.000e-04, eta: 4:27:52, time: 1.068, data_time: 0.013, memory: 5822, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.7057 2020-10-25 13:59:51,508 - mmaction - INFO - Epoch [92][1360/1712] lr: 1.000e-04, eta: 4:27:29, time: 1.132, data_time: 0.005, memory: 5822, loss_cls: 2.9236, loss: 2.9236, grad_norm: 3.6749 2020-10-25 14:00:14,832 - mmaction - INFO - Epoch [92][1380/1712] lr: 1.000e-04, eta: 4:27:06, time: 1.165, data_time: 0.004, memory: 5822, loss_cls: 2.9527, loss: 2.9527, grad_norm: 3.7124 2020-10-25 14:00:36,597 - mmaction - INFO - Epoch [92][1400/1712] lr: 1.000e-04, eta: 4:26:43, time: 1.090, data_time: 0.002, memory: 5822, loss_cls: 2.9444, loss: 2.9444, grad_norm: 3.7107 2020-10-25 14:00:59,262 - mmaction - INFO - Epoch [92][1420/1712] lr: 1.000e-04, eta: 4:26:20, time: 1.132, data_time: 0.002, memory: 5822, loss_cls: 2.9743, loss: 2.9743, grad_norm: 3.6982 2020-10-25 14:01:21,401 - mmaction - INFO - Epoch [92][1440/1712] lr: 1.000e-04, eta: 4:25:57, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 2.9506, loss: 2.9506, grad_norm: 3.6483 2020-10-25 14:01:43,269 - mmaction - INFO - Epoch [92][1460/1712] lr: 1.000e-04, eta: 4:25:34, time: 1.098, data_time: 0.010, memory: 5822, loss_cls: 2.9743, loss: 2.9743, grad_norm: 3.7448 2020-10-25 14:02:05,991 - mmaction - INFO - Epoch [92][1480/1712] lr: 1.000e-04, eta: 4:25:12, time: 1.136, data_time: 0.003, memory: 5822, loss_cls: 2.9850, loss: 2.9850, grad_norm: 3.7252 2020-10-25 14:02:28,048 - mmaction - INFO - Epoch [92][1500/1712] lr: 1.000e-04, eta: 4:24:49, time: 1.105, data_time: 0.005, memory: 5822, loss_cls: 2.9340, loss: 2.9340, grad_norm: 3.7042 2020-10-25 14:02:50,616 - mmaction - INFO - Epoch [92][1520/1712] lr: 1.000e-04, eta: 4:24:26, time: 1.125, data_time: 0.001, memory: 5822, loss_cls: 2.9797, loss: 2.9797, grad_norm: 3.6727 2020-10-25 14:03:15,021 - mmaction - INFO - Epoch [92][1540/1712] lr: 1.000e-04, eta: 4:24:03, time: 1.217, data_time: 0.006, memory: 5822, loss_cls: 2.9848, loss: 2.9848, grad_norm: 3.7609 2020-10-25 14:03:39,236 - mmaction - INFO - Epoch [92][1560/1712] lr: 1.000e-04, eta: 4:23:40, time: 1.217, data_time: 0.008, memory: 5822, loss_cls: 2.9749, loss: 2.9749, grad_norm: 3.7071 2020-10-25 14:04:01,807 - mmaction - INFO - Epoch [92][1580/1712] lr: 1.000e-04, eta: 4:23:17, time: 1.122, data_time: 0.002, memory: 5822, loss_cls: 2.9441, loss: 2.9441, grad_norm: 3.7122 2020-10-25 14:04:24,175 - mmaction - INFO - Epoch [92][1600/1712] lr: 1.000e-04, eta: 4:22:55, time: 1.126, data_time: 0.014, memory: 5822, loss_cls: 2.9154, loss: 2.9154, grad_norm: 3.6944 2020-10-25 14:04:46,556 - mmaction - INFO - Epoch [92][1620/1712] lr: 1.000e-04, eta: 4:22:32, time: 1.116, data_time: 0.003, memory: 5822, loss_cls: 2.9402, loss: 2.9402, grad_norm: 3.6525 2020-10-25 14:05:09,047 - mmaction - INFO - Epoch [92][1640/1712] lr: 1.000e-04, eta: 4:22:09, time: 1.121, data_time: 0.006, memory: 5822, loss_cls: 2.9596, loss: 2.9596, grad_norm: 3.6860 2020-10-25 14:05:31,588 - mmaction - INFO - Epoch [92][1660/1712] lr: 1.000e-04, eta: 4:21:46, time: 1.134, data_time: 0.009, memory: 5822, loss_cls: 2.9717, loss: 2.9717, grad_norm: 3.6696 2020-10-25 14:05:55,332 - mmaction - INFO - Epoch [92][1680/1712] lr: 1.000e-04, eta: 4:21:23, time: 1.181, data_time: 0.003, memory: 5822, loss_cls: 3.0201, loss: 3.0201, grad_norm: 3.6767 2020-10-25 14:06:18,718 - mmaction - INFO - Epoch [92][1700/1712] lr: 1.000e-04, eta: 4:21:00, time: 1.174, data_time: 0.008, memory: 5822, loss_cls: 2.9609, loss: 2.9609, grad_norm: 3.7376 2020-10-25 14:07:26,923 - mmaction - INFO - Epoch [93][20/1712] lr: 1.000e-04, eta: 4:20:25, time: 2.618, data_time: 1.928, memory: 5822, loss_cls: 2.9636, loss: 2.9636, grad_norm: 3.6337 2020-10-25 14:07:50,530 - mmaction - INFO - Epoch [93][40/1712] lr: 1.000e-04, eta: 4:20:02, time: 1.187, data_time: 0.236, memory: 5822, loss_cls: 2.9473, loss: 2.9473, grad_norm: 3.7002 2020-10-25 14:08:12,781 - mmaction - INFO - Epoch [93][60/1712] lr: 1.000e-04, eta: 4:19:39, time: 1.113, data_time: 0.012, memory: 5822, loss_cls: 2.9397, loss: 2.9397, grad_norm: 3.6729 2020-10-25 14:08:35,427 - mmaction - INFO - Epoch [93][80/1712] lr: 1.000e-04, eta: 4:19:17, time: 1.132, data_time: 0.004, memory: 5822, loss_cls: 2.9587, loss: 2.9587, grad_norm: 3.6930 2020-10-25 14:08:57,586 - mmaction - INFO - Epoch [93][100/1712] lr: 1.000e-04, eta: 4:18:54, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 2.9114, loss: 2.9114, grad_norm: 3.6739 2020-10-25 14:09:19,157 - mmaction - INFO - Epoch [93][120/1712] lr: 1.000e-04, eta: 4:18:31, time: 1.082, data_time: 0.008, memory: 5822, loss_cls: 2.9513, loss: 2.9513, grad_norm: 3.6721 2020-10-25 14:09:41,489 - mmaction - INFO - Epoch [93][140/1712] lr: 1.000e-04, eta: 4:18:08, time: 1.109, data_time: 0.004, memory: 5822, loss_cls: 2.9405, loss: 2.9405, grad_norm: 3.6939 2020-10-25 14:10:03,672 - mmaction - INFO - Epoch [93][160/1712] lr: 1.000e-04, eta: 4:17:45, time: 1.108, data_time: 0.013, memory: 5822, loss_cls: 2.9840, loss: 2.9840, grad_norm: 3.7353 2020-10-25 14:10:26,496 - mmaction - INFO - Epoch [93][180/1712] lr: 1.000e-04, eta: 4:17:22, time: 1.149, data_time: 0.014, memory: 5822, loss_cls: 2.9828, loss: 2.9828, grad_norm: 3.7525 2020-10-25 14:10:52,067 - mmaction - INFO - Epoch [93][200/1712] lr: 1.000e-04, eta: 4:16:59, time: 1.272, data_time: 0.006, memory: 5822, loss_cls: 2.9784, loss: 2.9784, grad_norm: 3.6769 2020-10-25 14:11:14,646 - mmaction - INFO - Epoch [93][220/1712] lr: 1.000e-04, eta: 4:16:37, time: 1.126, data_time: 0.011, memory: 5822, loss_cls: 2.9759, loss: 2.9759, grad_norm: 3.7398 2020-10-25 14:11:36,802 - mmaction - INFO - Epoch [93][240/1712] lr: 1.000e-04, eta: 4:16:14, time: 1.105, data_time: 0.015, memory: 5822, loss_cls: 2.9772, loss: 2.9772, grad_norm: 3.7371 2020-10-25 14:11:59,524 - mmaction - INFO - Epoch [93][260/1712] lr: 1.000e-04, eta: 4:15:51, time: 1.150, data_time: 0.016, memory: 5822, loss_cls: 2.9389, loss: 2.9389, grad_norm: 3.6660 2020-10-25 14:12:21,938 - mmaction - INFO - Epoch [93][280/1712] lr: 1.000e-04, eta: 4:15:28, time: 1.110, data_time: 0.004, memory: 5822, loss_cls: 2.9883, loss: 2.9883, grad_norm: 3.7022 2020-10-25 14:12:44,221 - mmaction - INFO - Epoch [93][300/1712] lr: 1.000e-04, eta: 4:15:05, time: 1.126, data_time: 0.015, memory: 5822, loss_cls: 2.8985, loss: 2.8985, grad_norm: 3.6820 2020-10-25 14:13:05,794 - mmaction - INFO - Epoch [93][320/1712] lr: 1.000e-04, eta: 4:14:42, time: 1.072, data_time: 0.003, memory: 5822, loss_cls: 2.9148, loss: 2.9148, grad_norm: 3.6856 2020-10-25 14:13:27,932 - mmaction - INFO - Epoch [93][340/1712] lr: 1.000e-04, eta: 4:14:19, time: 1.108, data_time: 0.012, memory: 5822, loss_cls: 2.9802, loss: 2.9802, grad_norm: 3.7721 2020-10-25 14:13:49,764 - mmaction - INFO - Epoch [93][360/1712] lr: 1.000e-04, eta: 4:13:56, time: 1.096, data_time: 0.014, memory: 5822, loss_cls: 2.9379, loss: 2.9379, grad_norm: 3.6479 2020-10-25 14:14:12,454 - mmaction - INFO - Epoch [93][380/1712] lr: 1.000e-04, eta: 4:13:33, time: 1.136, data_time: 0.004, memory: 5822, loss_cls: 2.9919, loss: 2.9919, grad_norm: 3.7348 2020-10-25 14:14:33,956 - mmaction - INFO - Epoch [93][400/1712] lr: 1.000e-04, eta: 4:13:10, time: 1.072, data_time: 0.007, memory: 5822, loss_cls: 2.9801, loss: 2.9801, grad_norm: 3.6771 2020-10-25 14:14:56,047 - mmaction - INFO - Epoch [93][420/1712] lr: 1.000e-04, eta: 4:12:47, time: 1.109, data_time: 0.008, memory: 5822, loss_cls: 3.0036, loss: 3.0036, grad_norm: 3.7712 2020-10-25 14:15:17,958 - mmaction - INFO - Epoch [93][440/1712] lr: 1.000e-04, eta: 4:12:25, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 3.0022, loss: 3.0022, grad_norm: 3.7688 2020-10-25 14:15:40,083 - mmaction - INFO - Epoch [93][460/1712] lr: 1.000e-04, eta: 4:12:02, time: 1.104, data_time: 0.004, memory: 5822, loss_cls: 2.9421, loss: 2.9421, grad_norm: 3.6651 2020-10-25 14:16:02,577 - mmaction - INFO - Epoch [93][480/1712] lr: 1.000e-04, eta: 4:11:39, time: 1.123, data_time: 0.008, memory: 5822, loss_cls: 2.9867, loss: 2.9867, grad_norm: 3.7590 2020-10-25 14:16:24,970 - mmaction - INFO - Epoch [93][500/1712] lr: 1.000e-04, eta: 4:11:16, time: 1.120, data_time: 0.010, memory: 5822, loss_cls: 3.0517, loss: 3.0517, grad_norm: 3.8359 2020-10-25 14:16:47,304 - mmaction - INFO - Epoch [93][520/1712] lr: 1.000e-04, eta: 4:10:53, time: 1.120, data_time: 0.009, memory: 5822, loss_cls: 3.0121, loss: 3.0121, grad_norm: 3.6769 2020-10-25 14:17:09,504 - mmaction - INFO - Epoch [93][540/1712] lr: 1.000e-04, eta: 4:10:30, time: 1.099, data_time: 0.007, memory: 5822, loss_cls: 2.9785, loss: 2.9785, grad_norm: 3.7423 2020-10-25 14:17:30,748 - mmaction - INFO - Epoch [93][560/1712] lr: 1.000e-04, eta: 4:10:07, time: 1.077, data_time: 0.019, memory: 5822, loss_cls: 2.9492, loss: 2.9492, grad_norm: 3.7112 2020-10-25 14:17:53,200 - mmaction - INFO - Epoch [93][580/1712] lr: 1.000e-04, eta: 4:09:44, time: 1.122, data_time: 0.003, memory: 5822, loss_cls: 2.9777, loss: 2.9777, grad_norm: 3.7902 2020-10-25 14:18:15,067 - mmaction - INFO - Epoch [93][600/1712] lr: 1.000e-04, eta: 4:09:21, time: 1.093, data_time: 0.002, memory: 5822, loss_cls: 2.9930, loss: 2.9930, grad_norm: 3.7689 2020-10-25 14:18:37,324 - mmaction - INFO - Epoch [93][620/1712] lr: 1.000e-04, eta: 4:08:58, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 3.0136, loss: 3.0136, grad_norm: 3.7320 2020-10-25 14:18:59,746 - mmaction - INFO - Epoch [93][640/1712] lr: 1.000e-04, eta: 4:08:35, time: 1.120, data_time: 0.003, memory: 5822, loss_cls: 2.9337, loss: 2.9337, grad_norm: 3.6615 2020-10-25 14:19:22,000 - mmaction - INFO - Epoch [93][660/1712] lr: 1.000e-04, eta: 4:08:13, time: 1.116, data_time: 0.025, memory: 5822, loss_cls: 2.9465, loss: 2.9465, grad_norm: 3.7021 2020-10-25 14:19:43,066 - mmaction - INFO - Epoch [93][680/1712] lr: 1.000e-04, eta: 4:07:50, time: 1.050, data_time: 0.001, memory: 5822, loss_cls: 3.0041, loss: 3.0041, grad_norm: 3.7386 2020-10-25 14:20:05,343 - mmaction - INFO - Epoch [93][700/1712] lr: 1.000e-04, eta: 4:07:27, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 2.9939, loss: 2.9939, grad_norm: 3.8293 2020-10-25 14:20:27,825 - mmaction - INFO - Epoch [93][720/1712] lr: 1.000e-04, eta: 4:07:04, time: 1.131, data_time: 0.010, memory: 5822, loss_cls: 2.9329, loss: 2.9329, grad_norm: 3.6902 2020-10-25 14:20:50,058 - mmaction - INFO - Epoch [93][740/1712] lr: 1.000e-04, eta: 4:06:41, time: 1.111, data_time: 0.006, memory: 5822, loss_cls: 2.9428, loss: 2.9428, grad_norm: 3.7254 2020-10-25 14:21:12,250 - mmaction - INFO - Epoch [93][760/1712] lr: 1.000e-04, eta: 4:06:18, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 3.0184, loss: 3.0184, grad_norm: 3.7188 2020-10-25 14:21:34,864 - mmaction - INFO - Epoch [93][780/1712] lr: 1.000e-04, eta: 4:05:55, time: 1.128, data_time: 0.002, memory: 5822, loss_cls: 2.9282, loss: 2.9282, grad_norm: 3.6491 2020-10-25 14:21:56,763 - mmaction - INFO - Epoch [93][800/1712] lr: 1.000e-04, eta: 4:05:32, time: 1.086, data_time: 0.007, memory: 5822, loss_cls: 2.9425, loss: 2.9425, grad_norm: 3.6736 2020-10-25 14:22:18,304 - mmaction - INFO - Epoch [93][820/1712] lr: 1.000e-04, eta: 4:05:09, time: 1.084, data_time: 0.015, memory: 5822, loss_cls: 2.9624, loss: 2.9624, grad_norm: 3.6698 2020-10-25 14:22:41,129 - mmaction - INFO - Epoch [93][840/1712] lr: 1.000e-04, eta: 4:04:46, time: 1.145, data_time: 0.007, memory: 5822, loss_cls: 2.9864, loss: 2.9864, grad_norm: 3.7382 2020-10-25 14:23:04,259 - mmaction - INFO - Epoch [93][860/1712] lr: 1.000e-04, eta: 4:04:24, time: 1.157, data_time: 0.006, memory: 5822, loss_cls: 2.9550, loss: 2.9550, grad_norm: 3.6503 2020-10-25 14:23:26,550 - mmaction - INFO - Epoch [93][880/1712] lr: 1.000e-04, eta: 4:04:01, time: 1.114, data_time: 0.003, memory: 5822, loss_cls: 2.9704, loss: 2.9704, grad_norm: 3.7608 2020-10-25 14:23:49,296 - mmaction - INFO - Epoch [93][900/1712] lr: 1.000e-04, eta: 4:03:38, time: 1.139, data_time: 0.006, memory: 5822, loss_cls: 2.9370, loss: 2.9370, grad_norm: 3.6813 2020-10-25 14:24:12,928 - mmaction - INFO - Epoch [93][920/1712] lr: 1.000e-04, eta: 4:03:15, time: 1.180, data_time: 0.002, memory: 5822, loss_cls: 2.9694, loss: 2.9694, grad_norm: 3.7303 2020-10-25 14:24:35,963 - mmaction - INFO - Epoch [93][940/1712] lr: 1.000e-04, eta: 4:02:52, time: 1.148, data_time: 0.006, memory: 5822, loss_cls: 2.9951, loss: 2.9951, grad_norm: 3.7375 2020-10-25 14:24:58,133 - mmaction - INFO - Epoch [93][960/1712] lr: 1.000e-04, eta: 4:02:29, time: 1.105, data_time: 0.010, memory: 5822, loss_cls: 2.9648, loss: 2.9648, grad_norm: 3.7805 2020-10-25 14:25:19,997 - mmaction - INFO - Epoch [93][980/1712] lr: 1.000e-04, eta: 4:02:06, time: 1.102, data_time: 0.011, memory: 5822, loss_cls: 2.9798, loss: 2.9798, grad_norm: 3.6925 2020-10-25 14:25:42,408 - mmaction - INFO - Epoch [93][1000/1712] lr: 1.000e-04, eta: 4:01:43, time: 1.115, data_time: 0.002, memory: 5822, loss_cls: 2.9746, loss: 2.9746, grad_norm: 3.6789 2020-10-25 14:26:04,609 - mmaction - INFO - Epoch [93][1020/1712] lr: 1.000e-04, eta: 4:01:21, time: 1.108, data_time: 0.008, memory: 5822, loss_cls: 2.9615, loss: 2.9615, grad_norm: 3.6117 2020-10-25 14:26:27,133 - mmaction - INFO - Epoch [93][1040/1712] lr: 1.000e-04, eta: 4:00:58, time: 1.133, data_time: 0.010, memory: 5822, loss_cls: 2.9460, loss: 2.9460, grad_norm: 3.7384 2020-10-25 14:26:48,714 - mmaction - INFO - Epoch [93][1060/1712] lr: 1.000e-04, eta: 4:00:35, time: 1.078, data_time: 0.004, memory: 5822, loss_cls: 2.9794, loss: 2.9794, grad_norm: 3.6826 2020-10-25 14:27:10,866 - mmaction - INFO - Epoch [93][1080/1712] lr: 1.000e-04, eta: 4:00:12, time: 1.104, data_time: 0.003, memory: 5822, loss_cls: 2.9817, loss: 2.9817, grad_norm: 3.7785 2020-10-25 14:27:32,852 - mmaction - INFO - Epoch [93][1100/1712] lr: 1.000e-04, eta: 3:59:49, time: 1.101, data_time: 0.009, memory: 5822, loss_cls: 3.0179, loss: 3.0179, grad_norm: 3.8465 2020-10-25 14:27:55,569 - mmaction - INFO - Epoch [93][1120/1712] lr: 1.000e-04, eta: 3:59:26, time: 1.137, data_time: 0.005, memory: 5822, loss_cls: 3.0042, loss: 3.0042, grad_norm: 3.8072 2020-10-25 14:28:18,101 - mmaction - INFO - Epoch [93][1140/1712] lr: 1.000e-04, eta: 3:59:03, time: 1.128, data_time: 0.008, memory: 5822, loss_cls: 2.9724, loss: 2.9724, grad_norm: 3.7317 2020-10-25 14:28:40,086 - mmaction - INFO - Epoch [93][1160/1712] lr: 1.000e-04, eta: 3:58:40, time: 1.097, data_time: 0.004, memory: 5822, loss_cls: 2.9732, loss: 2.9732, grad_norm: 3.6640 2020-10-25 14:29:02,596 - mmaction - INFO - Epoch [93][1180/1712] lr: 1.000e-04, eta: 3:58:17, time: 1.123, data_time: 0.004, memory: 5822, loss_cls: 2.9791, loss: 2.9791, grad_norm: 3.7305 2020-10-25 14:29:24,565 - mmaction - INFO - Epoch [93][1200/1712] lr: 1.000e-04, eta: 3:57:55, time: 1.102, data_time: 0.010, memory: 5822, loss_cls: 3.0480, loss: 3.0480, grad_norm: 3.7737 2020-10-25 14:29:46,752 - mmaction - INFO - Epoch [93][1220/1712] lr: 1.000e-04, eta: 3:57:32, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 2.9165, loss: 2.9165, grad_norm: 3.7052 2020-10-25 14:30:08,314 - mmaction - INFO - Epoch [93][1240/1712] lr: 1.000e-04, eta: 3:57:09, time: 1.082, data_time: 0.008, memory: 5822, loss_cls: 2.9291, loss: 2.9291, grad_norm: 3.7326 2020-10-25 14:30:30,133 - mmaction - INFO - Epoch [93][1260/1712] lr: 1.000e-04, eta: 3:56:46, time: 1.086, data_time: 0.005, memory: 5822, loss_cls: 2.9643, loss: 2.9643, grad_norm: 3.7007 2020-10-25 14:30:52,519 - mmaction - INFO - Epoch [93][1280/1712] lr: 1.000e-04, eta: 3:56:23, time: 1.125, data_time: 0.011, memory: 5822, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.7203 2020-10-25 14:31:14,643 - mmaction - INFO - Epoch [93][1300/1712] lr: 1.000e-04, eta: 3:56:00, time: 1.105, data_time: 0.003, memory: 5822, loss_cls: 2.9686, loss: 2.9686, grad_norm: 3.7035 2020-10-25 14:31:36,431 - mmaction - INFO - Epoch [93][1320/1712] lr: 1.000e-04, eta: 3:55:37, time: 1.091, data_time: 0.004, memory: 5822, loss_cls: 3.0114, loss: 3.0114, grad_norm: 3.7259 2020-10-25 14:31:57,590 - mmaction - INFO - Epoch [93][1340/1712] lr: 1.000e-04, eta: 3:55:14, time: 1.055, data_time: 0.007, memory: 5822, loss_cls: 2.9605, loss: 2.9605, grad_norm: 3.6568 2020-10-25 14:32:19,761 - mmaction - INFO - Epoch [93][1360/1712] lr: 1.000e-04, eta: 3:54:51, time: 1.100, data_time: 0.005, memory: 5822, loss_cls: 2.9994, loss: 2.9994, grad_norm: 3.7177 2020-10-25 14:32:41,526 - mmaction - INFO - Epoch [93][1380/1712] lr: 1.000e-04, eta: 3:54:28, time: 1.094, data_time: 0.013, memory: 5822, loss_cls: 2.9976, loss: 2.9976, grad_norm: 3.8211 2020-10-25 14:33:03,196 - mmaction - INFO - Epoch [93][1400/1712] lr: 1.000e-04, eta: 3:54:05, time: 1.086, data_time: 0.009, memory: 5822, loss_cls: 2.9668, loss: 2.9668, grad_norm: 3.7324 2020-10-25 14:33:25,033 - mmaction - INFO - Epoch [93][1420/1712] lr: 1.000e-04, eta: 3:53:42, time: 1.090, data_time: 0.006, memory: 5822, loss_cls: 3.0173, loss: 3.0173, grad_norm: 3.7344 2020-10-25 14:33:47,251 - mmaction - INFO - Epoch [93][1440/1712] lr: 1.000e-04, eta: 3:53:19, time: 1.106, data_time: 0.006, memory: 5822, loss_cls: 2.9165, loss: 2.9165, grad_norm: 3.6607 2020-10-25 14:34:09,367 - mmaction - INFO - Epoch [93][1460/1712] lr: 1.000e-04, eta: 3:52:57, time: 1.116, data_time: 0.015, memory: 5822, loss_cls: 2.9863, loss: 2.9863, grad_norm: 3.6775 2020-10-25 14:34:31,326 - mmaction - INFO - Epoch [93][1480/1712] lr: 1.000e-04, eta: 3:52:34, time: 1.098, data_time: 0.004, memory: 5822, loss_cls: 2.9484, loss: 2.9484, grad_norm: 3.7823 2020-10-25 14:34:53,160 - mmaction - INFO - Epoch [93][1500/1712] lr: 1.000e-04, eta: 3:52:11, time: 1.090, data_time: 0.004, memory: 5822, loss_cls: 2.9640, loss: 2.9640, grad_norm: 3.7878 2020-10-25 14:35:15,587 - mmaction - INFO - Epoch [93][1520/1712] lr: 1.000e-04, eta: 3:51:48, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 2.9424, loss: 2.9424, grad_norm: 3.6313 2020-10-25 14:35:38,061 - mmaction - INFO - Epoch [93][1540/1712] lr: 1.000e-04, eta: 3:51:25, time: 1.125, data_time: 0.006, memory: 5822, loss_cls: 2.9612, loss: 2.9612, grad_norm: 3.7596 2020-10-25 14:36:00,044 - mmaction - INFO - Epoch [93][1560/1712] lr: 1.000e-04, eta: 3:51:02, time: 1.095, data_time: 0.009, memory: 5822, loss_cls: 2.9523, loss: 2.9523, grad_norm: 3.7264 2020-10-25 14:36:22,899 - mmaction - INFO - Epoch [93][1580/1712] lr: 1.000e-04, eta: 3:50:39, time: 1.146, data_time: 0.009, memory: 5822, loss_cls: 3.0197, loss: 3.0197, grad_norm: 3.7892 2020-10-25 14:36:44,339 - mmaction - INFO - Epoch [93][1600/1712] lr: 1.000e-04, eta: 3:50:16, time: 1.070, data_time: 0.005, memory: 5822, loss_cls: 2.9878, loss: 2.9878, grad_norm: 3.7000 2020-10-25 14:37:06,644 - mmaction - INFO - Epoch [93][1620/1712] lr: 1.000e-04, eta: 3:49:53, time: 1.114, data_time: 0.008, memory: 5822, loss_cls: 2.9553, loss: 2.9553, grad_norm: 3.6618 2020-10-25 14:37:28,799 - mmaction - INFO - Epoch [93][1640/1712] lr: 1.000e-04, eta: 3:49:30, time: 1.115, data_time: 0.009, memory: 5822, loss_cls: 2.9372, loss: 2.9372, grad_norm: 3.6732 2020-10-25 14:37:51,393 - mmaction - INFO - Epoch [93][1660/1712] lr: 1.000e-04, eta: 3:49:08, time: 1.126, data_time: 0.002, memory: 5822, loss_cls: 2.9303, loss: 2.9303, grad_norm: 3.7001 2020-10-25 14:38:13,679 - mmaction - INFO - Epoch [93][1680/1712] lr: 1.000e-04, eta: 3:48:45, time: 1.116, data_time: 0.009, memory: 5822, loss_cls: 2.9974, loss: 2.9974, grad_norm: 3.7560 2020-10-25 14:38:36,132 - mmaction - INFO - Epoch [93][1700/1712] lr: 1.000e-04, eta: 3:48:22, time: 1.125, data_time: 0.004, memory: 5822, loss_cls: 2.9564, loss: 2.9564, grad_norm: 3.7227 2020-10-25 14:39:38,329 - mmaction - INFO - Epoch [94][20/1712] lr: 1.000e-04, eta: 3:47:46, time: 2.367, data_time: 1.652, memory: 5822, loss_cls: 2.9535, loss: 2.9535, grad_norm: 3.7486 2020-10-25 14:40:00,172 - mmaction - INFO - Epoch [94][40/1712] lr: 1.000e-04, eta: 3:47:23, time: 1.091, data_time: 0.506, memory: 5822, loss_cls: 2.9680, loss: 2.9680, grad_norm: 3.7082 2020-10-25 14:40:23,448 - mmaction - INFO - Epoch [94][60/1712] lr: 1.000e-04, eta: 3:47:00, time: 1.168, data_time: 0.502, memory: 5822, loss_cls: 2.9789, loss: 2.9789, grad_norm: 3.6493 2020-10-25 14:40:46,999 - mmaction - INFO - Epoch [94][80/1712] lr: 1.000e-04, eta: 3:46:38, time: 1.174, data_time: 0.505, memory: 5822, loss_cls: 2.9589, loss: 2.9589, grad_norm: 3.6840 2020-10-25 14:41:11,023 - mmaction - INFO - Epoch [94][100/1712] lr: 1.000e-04, eta: 3:46:15, time: 1.200, data_time: 0.595, memory: 5822, loss_cls: 2.9103, loss: 2.9103, grad_norm: 3.6248 2020-10-25 14:41:33,653 - mmaction - INFO - Epoch [94][120/1712] lr: 1.000e-04, eta: 3:45:52, time: 1.137, data_time: 0.546, memory: 5822, loss_cls: 2.9731, loss: 2.9731, grad_norm: 3.7835 2020-10-25 14:41:56,728 - mmaction - INFO - Epoch [94][140/1712] lr: 1.000e-04, eta: 3:45:29, time: 1.147, data_time: 0.512, memory: 5822, loss_cls: 2.9947, loss: 2.9947, grad_norm: 3.6759 2020-10-25 14:42:18,964 - mmaction - INFO - Epoch [94][160/1712] lr: 1.000e-04, eta: 3:45:06, time: 1.113, data_time: 0.509, memory: 5822, loss_cls: 3.0068, loss: 3.0068, grad_norm: 3.7306 2020-10-25 14:42:41,822 - mmaction - INFO - Epoch [94][180/1712] lr: 1.000e-04, eta: 3:44:43, time: 1.143, data_time: 0.523, memory: 5822, loss_cls: 2.9965, loss: 2.9965, grad_norm: 3.6253 2020-10-25 14:43:04,345 - mmaction - INFO - Epoch [94][200/1712] lr: 1.000e-04, eta: 3:44:21, time: 1.128, data_time: 0.518, memory: 5822, loss_cls: 3.0093, loss: 3.0093, grad_norm: 3.8987 2020-10-25 14:43:28,937 - mmaction - INFO - Epoch [94][220/1712] lr: 1.000e-04, eta: 3:43:58, time: 1.233, data_time: 0.586, memory: 5822, loss_cls: 2.9956, loss: 2.9956, grad_norm: 3.7375 2020-10-25 14:43:51,759 - mmaction - INFO - Epoch [94][240/1712] lr: 1.000e-04, eta: 3:43:35, time: 1.133, data_time: 0.520, memory: 5822, loss_cls: 2.9476, loss: 2.9476, grad_norm: 3.6825 2020-10-25 14:44:15,504 - mmaction - INFO - Epoch [94][260/1712] lr: 1.000e-04, eta: 3:43:12, time: 1.192, data_time: 0.562, memory: 5822, loss_cls: 2.9373, loss: 2.9373, grad_norm: 3.6430 2020-10-25 14:44:38,466 - mmaction - INFO - Epoch [94][280/1712] lr: 1.000e-04, eta: 3:42:49, time: 1.150, data_time: 0.527, memory: 5822, loss_cls: 2.9682, loss: 2.9682, grad_norm: 3.7426 2020-10-25 14:45:01,913 - mmaction - INFO - Epoch [94][300/1712] lr: 1.000e-04, eta: 3:42:27, time: 1.162, data_time: 0.567, memory: 5822, loss_cls: 2.9491, loss: 2.9491, grad_norm: 3.7462 2020-10-25 14:45:25,208 - mmaction - INFO - Epoch [94][320/1712] lr: 1.000e-04, eta: 3:42:04, time: 1.173, data_time: 0.548, memory: 5822, loss_cls: 3.0238, loss: 3.0238, grad_norm: 3.8330 2020-10-25 14:45:49,191 - mmaction - INFO - Epoch [94][340/1712] lr: 1.000e-04, eta: 3:41:41, time: 1.197, data_time: 0.586, memory: 5822, loss_cls: 2.9677, loss: 2.9677, grad_norm: 3.7051 2020-10-25 14:46:11,981 - mmaction - INFO - Epoch [94][360/1712] lr: 1.000e-04, eta: 3:41:18, time: 1.144, data_time: 0.538, memory: 5822, loss_cls: 2.9796, loss: 2.9796, grad_norm: 3.7118 2020-10-25 14:46:33,732 - mmaction - INFO - Epoch [94][380/1712] lr: 1.000e-04, eta: 3:40:55, time: 1.088, data_time: 0.436, memory: 5822, loss_cls: 2.9646, loss: 2.9646, grad_norm: 3.6048 2020-10-25 14:46:57,608 - mmaction - INFO - Epoch [94][400/1712] lr: 1.000e-04, eta: 3:40:32, time: 1.185, data_time: 0.556, memory: 5822, loss_cls: 2.9680, loss: 2.9680, grad_norm: 3.7541 2020-10-25 14:47:21,312 - mmaction - INFO - Epoch [94][420/1712] lr: 1.000e-04, eta: 3:40:10, time: 1.187, data_time: 0.556, memory: 5822, loss_cls: 3.0038, loss: 3.0038, grad_norm: 3.8036 2020-10-25 14:47:44,630 - mmaction - INFO - Epoch [94][440/1712] lr: 1.000e-04, eta: 3:39:47, time: 1.168, data_time: 0.516, memory: 5822, loss_cls: 2.9233, loss: 2.9233, grad_norm: 3.6673 2020-10-25 14:48:06,600 - mmaction - INFO - Epoch [94][460/1712] lr: 1.000e-04, eta: 3:39:24, time: 1.102, data_time: 0.461, memory: 5822, loss_cls: 2.9317, loss: 2.9317, grad_norm: 3.6604 2020-10-25 14:48:29,574 - mmaction - INFO - Epoch [94][480/1712] lr: 1.000e-04, eta: 3:39:01, time: 1.150, data_time: 0.490, memory: 5822, loss_cls: 2.9410, loss: 2.9410, grad_norm: 3.6920 2020-10-25 14:48:52,178 - mmaction - INFO - Epoch [94][500/1712] lr: 1.000e-04, eta: 3:38:38, time: 1.128, data_time: 0.500, memory: 5822, loss_cls: 2.9669, loss: 2.9669, grad_norm: 3.7291 2020-10-25 14:49:14,221 - mmaction - INFO - Epoch [94][520/1712] lr: 1.000e-04, eta: 3:38:15, time: 1.103, data_time: 0.496, memory: 5822, loss_cls: 2.8893, loss: 2.8893, grad_norm: 3.6184 2020-10-25 14:49:37,358 - mmaction - INFO - Epoch [94][540/1712] lr: 1.000e-04, eta: 3:37:52, time: 1.147, data_time: 0.521, memory: 5822, loss_cls: 2.9967, loss: 2.9967, grad_norm: 3.7676 2020-10-25 14:49:59,471 - mmaction - INFO - Epoch [94][560/1712] lr: 1.000e-04, eta: 3:37:30, time: 1.113, data_time: 0.492, memory: 5822, loss_cls: 2.9247, loss: 2.9247, grad_norm: 3.7429 2020-10-25 14:50:21,938 - mmaction - INFO - Epoch [94][580/1712] lr: 1.000e-04, eta: 3:37:07, time: 1.125, data_time: 0.510, memory: 5822, loss_cls: 2.9492, loss: 2.9492, grad_norm: 3.6814 2020-10-25 14:50:44,432 - mmaction - INFO - Epoch [94][600/1712] lr: 1.000e-04, eta: 3:36:44, time: 1.119, data_time: 0.467, memory: 5822, loss_cls: 2.9541, loss: 2.9541, grad_norm: 3.6702 2020-10-25 14:51:06,622 - mmaction - INFO - Epoch [94][620/1712] lr: 1.000e-04, eta: 3:36:21, time: 1.116, data_time: 0.515, memory: 5822, loss_cls: 2.9779, loss: 2.9779, grad_norm: 3.7580 2020-10-25 14:51:29,151 - mmaction - INFO - Epoch [94][640/1712] lr: 1.000e-04, eta: 3:35:58, time: 1.126, data_time: 0.494, memory: 5822, loss_cls: 2.9786, loss: 2.9786, grad_norm: 3.6908 2020-10-25 14:51:52,852 - mmaction - INFO - Epoch [94][660/1712] lr: 1.000e-04, eta: 3:35:35, time: 1.180, data_time: 0.561, memory: 5822, loss_cls: 2.9831, loss: 2.9831, grad_norm: 3.7089 2020-10-25 14:52:17,305 - mmaction - INFO - Epoch [94][680/1712] lr: 1.000e-04, eta: 3:35:13, time: 1.222, data_time: 0.570, memory: 5822, loss_cls: 3.0190, loss: 3.0190, grad_norm: 3.6732 2020-10-25 14:52:39,625 - mmaction - INFO - Epoch [94][700/1712] lr: 1.000e-04, eta: 3:34:50, time: 1.116, data_time: 0.525, memory: 5822, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.7015 2020-10-25 14:53:02,408 - mmaction - INFO - Epoch [94][720/1712] lr: 1.000e-04, eta: 3:34:27, time: 1.143, data_time: 0.518, memory: 5822, loss_cls: 2.9833, loss: 2.9833, grad_norm: 3.7898 2020-10-25 14:53:25,177 - mmaction - INFO - Epoch [94][740/1712] lr: 1.000e-04, eta: 3:34:04, time: 1.138, data_time: 0.523, memory: 5822, loss_cls: 2.9763, loss: 2.9763, grad_norm: 3.6685 2020-10-25 14:53:47,646 - mmaction - INFO - Epoch [94][760/1712] lr: 1.000e-04, eta: 3:33:41, time: 1.126, data_time: 0.496, memory: 5822, loss_cls: 2.9416, loss: 2.9416, grad_norm: 3.5793 2020-10-25 14:54:10,511 - mmaction - INFO - Epoch [94][780/1712] lr: 1.000e-04, eta: 3:33:18, time: 1.142, data_time: 0.517, memory: 5822, loss_cls: 2.9583, loss: 2.9583, grad_norm: 3.7497 2020-10-25 14:54:32,363 - mmaction - INFO - Epoch [94][800/1712] lr: 1.000e-04, eta: 3:32:55, time: 1.094, data_time: 0.460, memory: 5822, loss_cls: 2.9790, loss: 2.9790, grad_norm: 3.7013 2020-10-25 14:54:54,631 - mmaction - INFO - Epoch [94][820/1712] lr: 1.000e-04, eta: 3:32:32, time: 1.114, data_time: 0.456, memory: 5822, loss_cls: 3.0301, loss: 3.0301, grad_norm: 3.8059 2020-10-25 14:55:17,539 - mmaction - INFO - Epoch [94][840/1712] lr: 1.000e-04, eta: 3:32:10, time: 1.146, data_time: 0.508, memory: 5822, loss_cls: 2.9194, loss: 2.9194, grad_norm: 3.6012 2020-10-25 14:55:39,845 - mmaction - INFO - Epoch [94][860/1712] lr: 1.000e-04, eta: 3:31:47, time: 1.116, data_time: 0.495, memory: 5822, loss_cls: 2.9260, loss: 2.9260, grad_norm: 3.6404 2020-10-25 14:56:02,648 - mmaction - INFO - Epoch [94][880/1712] lr: 1.000e-04, eta: 3:31:24, time: 1.138, data_time: 0.514, memory: 5822, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.7214 2020-10-25 14:56:25,523 - mmaction - INFO - Epoch [94][900/1712] lr: 1.000e-04, eta: 3:31:01, time: 1.146, data_time: 0.520, memory: 5822, loss_cls: 2.9747, loss: 2.9747, grad_norm: 3.6866 2020-10-25 14:56:47,776 - mmaction - INFO - Epoch [94][920/1712] lr: 1.000e-04, eta: 3:30:38, time: 1.112, data_time: 0.499, memory: 5822, loss_cls: 2.9730, loss: 2.9730, grad_norm: 3.7665 2020-10-25 14:57:10,172 - mmaction - INFO - Epoch [94][940/1712] lr: 1.000e-04, eta: 3:30:15, time: 1.110, data_time: 0.484, memory: 5822, loss_cls: 2.9598, loss: 2.9598, grad_norm: 3.7125 2020-10-25 14:57:31,450 - mmaction - INFO - Epoch [94][960/1712] lr: 1.000e-04, eta: 3:29:52, time: 1.071, data_time: 0.453, memory: 5822, loss_cls: 2.9680, loss: 2.9680, grad_norm: 3.7326 2020-10-25 14:57:54,046 - mmaction - INFO - Epoch [94][980/1712] lr: 1.000e-04, eta: 3:29:29, time: 1.130, data_time: 0.502, memory: 5822, loss_cls: 2.9738, loss: 2.9738, grad_norm: 3.6760 2020-10-25 14:58:16,220 - mmaction - INFO - Epoch [94][1000/1712] lr: 1.000e-04, eta: 3:29:07, time: 1.098, data_time: 0.481, memory: 5822, loss_cls: 2.9765, loss: 2.9765, grad_norm: 3.7864 2020-10-25 14:58:38,787 - mmaction - INFO - Epoch [94][1020/1712] lr: 1.000e-04, eta: 3:28:44, time: 1.141, data_time: 0.527, memory: 5822, loss_cls: 2.9092, loss: 2.9092, grad_norm: 3.6677 2020-10-25 14:59:01,060 - mmaction - INFO - Epoch [94][1040/1712] lr: 1.000e-04, eta: 3:28:21, time: 1.114, data_time: 0.487, memory: 5822, loss_cls: 2.9158, loss: 2.9158, grad_norm: 3.7006 2020-10-25 14:59:23,198 - mmaction - INFO - Epoch [94][1060/1712] lr: 1.000e-04, eta: 3:27:58, time: 1.099, data_time: 0.493, memory: 5822, loss_cls: 2.9923, loss: 2.9923, grad_norm: 3.6944 2020-10-25 14:59:45,939 - mmaction - INFO - Epoch [94][1080/1712] lr: 1.000e-04, eta: 3:27:35, time: 1.134, data_time: 0.499, memory: 5822, loss_cls: 2.9419, loss: 2.9419, grad_norm: 3.7154 2020-10-25 15:00:08,317 - mmaction - INFO - Epoch [94][1100/1712] lr: 1.000e-04, eta: 3:27:12, time: 1.120, data_time: 0.497, memory: 5822, loss_cls: 2.9651, loss: 2.9651, grad_norm: 3.6730 2020-10-25 15:00:30,304 - mmaction - INFO - Epoch [94][1120/1712] lr: 1.000e-04, eta: 3:26:49, time: 1.107, data_time: 0.494, memory: 5822, loss_cls: 2.9729, loss: 2.9729, grad_norm: 3.7184 2020-10-25 15:00:53,130 - mmaction - INFO - Epoch [94][1140/1712] lr: 1.000e-04, eta: 3:26:26, time: 1.137, data_time: 0.486, memory: 5822, loss_cls: 2.9314, loss: 2.9314, grad_norm: 3.6500 2020-10-25 15:01:15,652 - mmaction - INFO - Epoch [94][1160/1712] lr: 1.000e-04, eta: 3:26:04, time: 1.127, data_time: 0.499, memory: 5822, loss_cls: 2.9370, loss: 2.9370, grad_norm: 3.7038 2020-10-25 15:01:38,014 - mmaction - INFO - Epoch [94][1180/1712] lr: 1.000e-04, eta: 3:25:41, time: 1.122, data_time: 0.525, memory: 5822, loss_cls: 2.9380, loss: 2.9380, grad_norm: 3.7207 2020-10-25 15:02:00,595 - mmaction - INFO - Epoch [94][1200/1712] lr: 1.000e-04, eta: 3:25:18, time: 1.132, data_time: 0.500, memory: 5822, loss_cls: 3.0005, loss: 3.0005, grad_norm: 3.7753 2020-10-25 15:02:22,790 - mmaction - INFO - Epoch [94][1220/1712] lr: 1.000e-04, eta: 3:24:55, time: 1.100, data_time: 0.472, memory: 5822, loss_cls: 2.9176, loss: 2.9176, grad_norm: 3.6966 2020-10-25 15:02:44,949 - mmaction - INFO - Epoch [94][1240/1712] lr: 1.000e-04, eta: 3:24:32, time: 1.113, data_time: 0.495, memory: 5822, loss_cls: 2.9592, loss: 2.9592, grad_norm: 3.7270 2020-10-25 15:03:08,065 - mmaction - INFO - Epoch [94][1260/1712] lr: 1.000e-04, eta: 3:24:09, time: 1.161, data_time: 0.524, memory: 5822, loss_cls: 2.9272, loss: 2.9272, grad_norm: 3.6746 2020-10-25 15:03:30,222 - mmaction - INFO - Epoch [94][1280/1712] lr: 1.000e-04, eta: 3:23:46, time: 1.107, data_time: 0.494, memory: 5822, loss_cls: 2.9457, loss: 2.9457, grad_norm: 3.7267 2020-10-25 15:03:53,204 - mmaction - INFO - Epoch [94][1300/1712] lr: 1.000e-04, eta: 3:23:23, time: 1.143, data_time: 0.504, memory: 5822, loss_cls: 2.9818, loss: 2.9818, grad_norm: 3.7807 2020-10-25 15:04:17,308 - mmaction - INFO - Epoch [94][1320/1712] lr: 1.000e-04, eta: 3:23:01, time: 1.208, data_time: 0.567, memory: 5822, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.7384 2020-10-25 15:04:40,697 - mmaction - INFO - Epoch [94][1340/1712] lr: 1.000e-04, eta: 3:22:38, time: 1.171, data_time: 0.525, memory: 5822, loss_cls: 2.9715, loss: 2.9715, grad_norm: 3.6785 2020-10-25 15:05:04,990 - mmaction - INFO - Epoch [94][1360/1712] lr: 1.000e-04, eta: 3:22:15, time: 1.208, data_time: 0.567, memory: 5822, loss_cls: 2.9436, loss: 2.9436, grad_norm: 3.7633 2020-10-25 15:05:28,056 - mmaction - INFO - Epoch [94][1380/1712] lr: 1.000e-04, eta: 3:21:52, time: 1.154, data_time: 0.517, memory: 5822, loss_cls: 3.0144, loss: 3.0144, grad_norm: 3.8093 2020-10-25 15:05:50,532 - mmaction - INFO - Epoch [94][1400/1712] lr: 1.000e-04, eta: 3:21:29, time: 1.133, data_time: 0.512, memory: 5822, loss_cls: 3.0026, loss: 3.0026, grad_norm: 3.6978 2020-10-25 15:06:13,505 - mmaction - INFO - Epoch [94][1420/1712] lr: 1.000e-04, eta: 3:21:07, time: 1.142, data_time: 0.511, memory: 5822, loss_cls: 2.9901, loss: 2.9901, grad_norm: 3.7163 2020-10-25 15:06:36,536 - mmaction - INFO - Epoch [94][1440/1712] lr: 1.000e-04, eta: 3:20:44, time: 1.148, data_time: 0.533, memory: 5822, loss_cls: 2.9454, loss: 2.9454, grad_norm: 3.6486 2020-10-25 15:06:59,294 - mmaction - INFO - Epoch [94][1460/1712] lr: 1.000e-04, eta: 3:20:21, time: 1.135, data_time: 0.506, memory: 5822, loss_cls: 2.9491, loss: 2.9491, grad_norm: 3.7137 2020-10-25 15:07:22,057 - mmaction - INFO - Epoch [94][1480/1712] lr: 1.000e-04, eta: 3:19:58, time: 1.149, data_time: 0.488, memory: 5822, loss_cls: 2.9694, loss: 2.9694, grad_norm: 3.7420 2020-10-25 15:07:44,106 - mmaction - INFO - Epoch [94][1500/1712] lr: 1.000e-04, eta: 3:19:35, time: 1.103, data_time: 0.459, memory: 5822, loss_cls: 2.9581, loss: 2.9581, grad_norm: 3.6971 2020-10-25 15:08:06,482 - mmaction - INFO - Epoch [94][1520/1712] lr: 1.000e-04, eta: 3:19:12, time: 1.121, data_time: 0.495, memory: 5822, loss_cls: 3.0068, loss: 3.0068, grad_norm: 3.7871 2020-10-25 15:08:29,679 - mmaction - INFO - Epoch [94][1540/1712] lr: 1.000e-04, eta: 3:18:49, time: 1.160, data_time: 0.529, memory: 5822, loss_cls: 2.9047, loss: 2.9047, grad_norm: 3.6327 2020-10-25 15:08:52,112 - mmaction - INFO - Epoch [94][1560/1712] lr: 1.000e-04, eta: 3:18:27, time: 1.122, data_time: 0.502, memory: 5822, loss_cls: 2.9269, loss: 2.9269, grad_norm: 3.6705 2020-10-25 15:09:14,255 - mmaction - INFO - Epoch [94][1580/1712] lr: 1.000e-04, eta: 3:18:04, time: 1.104, data_time: 0.489, memory: 5822, loss_cls: 3.0032, loss: 3.0032, grad_norm: 3.7677 2020-10-25 15:09:37,157 - mmaction - INFO - Epoch [94][1600/1712] lr: 1.000e-04, eta: 3:17:41, time: 1.142, data_time: 0.509, memory: 5822, loss_cls: 2.9954, loss: 2.9954, grad_norm: 3.7334 2020-10-25 15:09:59,609 - mmaction - INFO - Epoch [94][1620/1712] lr: 1.000e-04, eta: 3:17:18, time: 1.116, data_time: 0.476, memory: 5822, loss_cls: 3.0188, loss: 3.0188, grad_norm: 3.8410 2020-10-25 15:10:21,354 - mmaction - INFO - Epoch [94][1640/1712] lr: 1.000e-04, eta: 3:16:55, time: 1.100, data_time: 0.487, memory: 5822, loss_cls: 2.9394, loss: 2.9394, grad_norm: 3.6353 2020-10-25 15:10:44,598 - mmaction - INFO - Epoch [94][1660/1712] lr: 1.000e-04, eta: 3:16:32, time: 1.160, data_time: 0.521, memory: 5822, loss_cls: 2.9850, loss: 2.9850, grad_norm: 3.7559 2020-10-25 15:11:06,975 - mmaction - INFO - Epoch [94][1680/1712] lr: 1.000e-04, eta: 3:16:09, time: 1.119, data_time: 0.507, memory: 5822, loss_cls: 2.9930, loss: 2.9930, grad_norm: 3.7009 2020-10-25 15:11:29,639 - mmaction - INFO - Epoch [94][1700/1712] lr: 1.000e-04, eta: 3:15:47, time: 1.132, data_time: 0.451, memory: 5822, loss_cls: 2.9331, loss: 2.9331, grad_norm: 3.6755 2020-10-25 15:13:09,589 - mmaction - INFO - Epoch [95][20/1712] lr: 1.000e-04, eta: 3:15:12, time: 3.620, data_time: 2.929, memory: 5822, loss_cls: 2.9230, loss: 2.9230, grad_norm: 3.6389 2020-10-25 15:13:35,336 - mmaction - INFO - Epoch [95][40/1712] lr: 1.000e-04, eta: 3:14:50, time: 1.289, data_time: 0.493, memory: 5822, loss_cls: 2.9387, loss: 2.9387, grad_norm: 3.7492 2020-10-25 15:14:02,997 - mmaction - INFO - Epoch [95][60/1712] lr: 1.000e-04, eta: 3:14:27, time: 1.392, data_time: 0.645, memory: 5822, loss_cls: 3.0018, loss: 3.0018, grad_norm: 3.8138 2020-10-25 15:14:36,789 - mmaction - INFO - Epoch [95][80/1712] lr: 1.000e-04, eta: 3:14:05, time: 1.681, data_time: 0.906, memory: 5822, loss_cls: 2.9884, loss: 2.9884, grad_norm: 3.7514 2020-10-25 15:15:04,127 - mmaction - INFO - Epoch [95][100/1712] lr: 1.000e-04, eta: 3:13:42, time: 1.366, data_time: 0.494, memory: 5822, loss_cls: 2.9751, loss: 2.9751, grad_norm: 3.6871 2020-10-25 15:15:26,411 - mmaction - INFO - Epoch [95][120/1712] lr: 1.000e-04, eta: 3:13:19, time: 1.124, data_time: 0.540, memory: 5822, loss_cls: 2.9895, loss: 2.9895, grad_norm: 3.7430 2020-10-25 15:15:49,784 - mmaction - INFO - Epoch [95][140/1712] lr: 1.000e-04, eta: 3:12:57, time: 1.168, data_time: 0.485, memory: 5822, loss_cls: 2.9977, loss: 2.9977, grad_norm: 3.7784 2020-10-25 15:16:12,231 - mmaction - INFO - Epoch [95][160/1712] lr: 1.000e-04, eta: 3:12:34, time: 1.114, data_time: 0.472, memory: 5822, loss_cls: 2.9634, loss: 2.9634, grad_norm: 3.6606 2020-10-25 15:16:34,409 - mmaction - INFO - Epoch [95][180/1712] lr: 1.000e-04, eta: 3:12:11, time: 1.114, data_time: 0.285, memory: 5822, loss_cls: 3.0036, loss: 3.0036, grad_norm: 3.7003 2020-10-25 15:16:56,498 - mmaction - INFO - Epoch [95][200/1712] lr: 1.000e-04, eta: 3:11:48, time: 1.108, data_time: 0.136, memory: 5822, loss_cls: 2.9565, loss: 2.9565, grad_norm: 3.6869 2020-10-25 15:17:18,322 - mmaction - INFO - Epoch [95][220/1712] lr: 1.000e-04, eta: 3:11:25, time: 1.087, data_time: 0.002, memory: 5822, loss_cls: 2.9555, loss: 2.9555, grad_norm: 3.7541 2020-10-25 15:17:39,860 - mmaction - INFO - Epoch [95][240/1712] lr: 1.000e-04, eta: 3:11:02, time: 1.078, data_time: 0.020, memory: 5822, loss_cls: 2.9459, loss: 2.9459, grad_norm: 3.6799 2020-10-25 15:18:02,545 - mmaction - INFO - Epoch [95][260/1712] lr: 1.000e-04, eta: 3:10:39, time: 1.127, data_time: 0.015, memory: 5822, loss_cls: 2.9606, loss: 2.9606, grad_norm: 3.6471 2020-10-25 15:18:23,956 - mmaction - INFO - Epoch [95][280/1712] lr: 1.000e-04, eta: 3:10:16, time: 1.077, data_time: 0.011, memory: 5822, loss_cls: 2.9949, loss: 2.9949, grad_norm: 3.7193 2020-10-25 15:18:45,369 - mmaction - INFO - Epoch [95][300/1712] lr: 1.000e-04, eta: 3:09:53, time: 1.074, data_time: 0.005, memory: 5822, loss_cls: 2.9577, loss: 2.9577, grad_norm: 3.7054 2020-10-25 15:19:08,031 - mmaction - INFO - Epoch [95][320/1712] lr: 1.000e-04, eta: 3:09:30, time: 1.124, data_time: 0.002, memory: 5822, loss_cls: 2.9536, loss: 2.9536, grad_norm: 3.7221 2020-10-25 15:19:31,147 - mmaction - INFO - Epoch [95][340/1712] lr: 1.000e-04, eta: 3:09:08, time: 1.166, data_time: 0.011, memory: 5822, loss_cls: 2.9553, loss: 2.9553, grad_norm: 3.7747 2020-10-25 15:19:54,973 - mmaction - INFO - Epoch [95][360/1712] lr: 1.000e-04, eta: 3:08:45, time: 1.190, data_time: 0.001, memory: 5822, loss_cls: 2.9963, loss: 2.9963, grad_norm: 3.7576 2020-10-25 15:20:18,305 - mmaction - INFO - Epoch [95][380/1712] lr: 1.000e-04, eta: 3:08:22, time: 1.168, data_time: 0.005, memory: 5822, loss_cls: 2.9611, loss: 2.9611, grad_norm: 3.7224 2020-10-25 15:20:40,095 - mmaction - INFO - Epoch [95][400/1712] lr: 1.000e-04, eta: 3:07:59, time: 1.089, data_time: 0.002, memory: 5822, loss_cls: 2.9649, loss: 2.9649, grad_norm: 3.7406 2020-10-25 15:21:03,215 - mmaction - INFO - Epoch [95][420/1712] lr: 1.000e-04, eta: 3:07:36, time: 1.153, data_time: 0.002, memory: 5822, loss_cls: 2.9393, loss: 2.9393, grad_norm: 3.6781 2020-10-25 15:21:26,201 - mmaction - INFO - Epoch [95][440/1712] lr: 1.000e-04, eta: 3:07:13, time: 1.152, data_time: 0.009, memory: 5822, loss_cls: 2.9274, loss: 2.9274, grad_norm: 3.7455 2020-10-25 15:21:48,782 - mmaction - INFO - Epoch [95][460/1712] lr: 1.000e-04, eta: 3:06:51, time: 1.129, data_time: 0.004, memory: 5822, loss_cls: 2.9145, loss: 2.9145, grad_norm: 3.6613 2020-10-25 15:22:12,912 - mmaction - INFO - Epoch [95][480/1712] lr: 1.000e-04, eta: 3:06:28, time: 1.208, data_time: 0.002, memory: 5822, loss_cls: 3.0036, loss: 3.0036, grad_norm: 3.8139 2020-10-25 15:22:35,062 - mmaction - INFO - Epoch [95][500/1712] lr: 1.000e-04, eta: 3:06:05, time: 1.105, data_time: 0.001, memory: 5822, loss_cls: 2.9773, loss: 2.9773, grad_norm: 3.7693 2020-10-25 15:22:57,439 - mmaction - INFO - Epoch [95][520/1712] lr: 1.000e-04, eta: 3:05:42, time: 1.116, data_time: 0.005, memory: 5822, loss_cls: 2.9672, loss: 2.9672, grad_norm: 3.7272 2020-10-25 15:23:18,877 - mmaction - INFO - Epoch [95][540/1712] lr: 1.000e-04, eta: 3:05:19, time: 1.075, data_time: 0.008, memory: 5822, loss_cls: 2.9783, loss: 2.9783, grad_norm: 3.7163 2020-10-25 15:23:41,250 - mmaction - INFO - Epoch [95][560/1712] lr: 1.000e-04, eta: 3:04:56, time: 1.119, data_time: 0.006, memory: 5822, loss_cls: 2.9293, loss: 2.9293, grad_norm: 3.7422 2020-10-25 15:24:03,473 - mmaction - INFO - Epoch [95][580/1712] lr: 1.000e-04, eta: 3:04:33, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 2.9772, loss: 2.9772, grad_norm: 3.8292 2020-10-25 15:24:25,668 - mmaction - INFO - Epoch [95][600/1712] lr: 1.000e-04, eta: 3:04:10, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 2.9601, loss: 2.9601, grad_norm: 3.7671 2020-10-25 15:24:47,591 - mmaction - INFO - Epoch [95][620/1712] lr: 1.000e-04, eta: 3:03:48, time: 1.100, data_time: 0.006, memory: 5822, loss_cls: 2.9746, loss: 2.9746, grad_norm: 3.6482 2020-10-25 15:25:09,869 - mmaction - INFO - Epoch [95][640/1712] lr: 1.000e-04, eta: 3:03:25, time: 1.111, data_time: 0.001, memory: 5822, loss_cls: 2.9962, loss: 2.9962, grad_norm: 3.7703 2020-10-25 15:25:31,668 - mmaction - INFO - Epoch [95][660/1712] lr: 1.000e-04, eta: 3:03:02, time: 1.092, data_time: 0.007, memory: 5822, loss_cls: 2.9558, loss: 2.9558, grad_norm: 3.8019 2020-10-25 15:25:53,728 - mmaction - INFO - Epoch [95][680/1712] lr: 1.000e-04, eta: 3:02:39, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 2.9875, loss: 2.9875, grad_norm: 3.7817 2020-10-25 15:26:17,009 - mmaction - INFO - Epoch [95][700/1712] lr: 1.000e-04, eta: 3:02:16, time: 1.161, data_time: 0.001, memory: 5822, loss_cls: 2.9787, loss: 2.9787, grad_norm: 3.7459 2020-10-25 15:26:39,319 - mmaction - INFO - Epoch [95][720/1712] lr: 1.000e-04, eta: 3:01:53, time: 1.117, data_time: 0.005, memory: 5822, loss_cls: 2.9444, loss: 2.9444, grad_norm: 3.7070 2020-10-25 15:27:03,121 - mmaction - INFO - Epoch [95][740/1712] lr: 1.000e-04, eta: 3:01:30, time: 1.192, data_time: 0.004, memory: 5822, loss_cls: 2.9589, loss: 2.9589, grad_norm: 3.6664 2020-10-25 15:27:24,783 - mmaction - INFO - Epoch [95][760/1712] lr: 1.000e-04, eta: 3:01:07, time: 1.082, data_time: 0.001, memory: 5822, loss_cls: 2.9875, loss: 2.9875, grad_norm: 3.7656 2020-10-25 15:27:47,490 - mmaction - INFO - Epoch [95][780/1712] lr: 1.000e-04, eta: 3:00:45, time: 1.135, data_time: 0.001, memory: 5822, loss_cls: 2.9573, loss: 2.9573, grad_norm: 3.6906 2020-10-25 15:28:10,147 - mmaction - INFO - Epoch [95][800/1712] lr: 1.000e-04, eta: 3:00:22, time: 1.131, data_time: 0.004, memory: 5822, loss_cls: 3.0133, loss: 3.0133, grad_norm: 3.7790 2020-10-25 15:28:35,597 - mmaction - INFO - Epoch [95][820/1712] lr: 1.000e-04, eta: 2:59:59, time: 1.273, data_time: 0.006, memory: 5822, loss_cls: 2.9443, loss: 2.9443, grad_norm: 3.6643 2020-10-25 15:29:04,393 - mmaction - INFO - Epoch [95][840/1712] lr: 1.000e-04, eta: 2:59:36, time: 1.437, data_time: 0.004, memory: 5822, loss_cls: 2.9781, loss: 2.9781, grad_norm: 3.7266 2020-10-25 15:29:26,682 - mmaction - INFO - Epoch [95][860/1712] lr: 1.000e-04, eta: 2:59:14, time: 1.118, data_time: 0.006, memory: 5822, loss_cls: 2.9935, loss: 2.9935, grad_norm: 3.7736 2020-10-25 15:29:48,869 - mmaction - INFO - Epoch [95][880/1712] lr: 1.000e-04, eta: 2:58:51, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 2.9444, loss: 2.9444, grad_norm: 3.7244 2020-10-25 15:30:10,641 - mmaction - INFO - Epoch [95][900/1712] lr: 1.000e-04, eta: 2:58:28, time: 1.095, data_time: 0.009, memory: 5822, loss_cls: 2.9650, loss: 2.9650, grad_norm: 3.6463 2020-10-25 15:30:33,686 - mmaction - INFO - Epoch [95][920/1712] lr: 1.000e-04, eta: 2:58:05, time: 1.144, data_time: 0.003, memory: 5822, loss_cls: 2.9031, loss: 2.9031, grad_norm: 3.6324 2020-10-25 15:30:55,873 - mmaction - INFO - Epoch [95][940/1712] lr: 1.000e-04, eta: 2:57:42, time: 1.114, data_time: 0.011, memory: 5822, loss_cls: 2.9482, loss: 2.9482, grad_norm: 3.6496 2020-10-25 15:31:17,592 - mmaction - INFO - Epoch [95][960/1712] lr: 1.000e-04, eta: 2:57:19, time: 1.086, data_time: 0.005, memory: 5822, loss_cls: 3.0439, loss: 3.0439, grad_norm: 3.7925 2020-10-25 15:31:39,423 - mmaction - INFO - Epoch [95][980/1712] lr: 1.000e-04, eta: 2:56:56, time: 1.088, data_time: 0.004, memory: 5822, loss_cls: 2.9784, loss: 2.9784, grad_norm: 3.6261 2020-10-25 15:32:00,843 - mmaction - INFO - Epoch [95][1000/1712] lr: 1.000e-04, eta: 2:56:33, time: 1.077, data_time: 0.007, memory: 5822, loss_cls: 2.9906, loss: 2.9906, grad_norm: 3.7349 2020-10-25 15:32:22,675 - mmaction - INFO - Epoch [95][1020/1712] lr: 1.000e-04, eta: 2:56:10, time: 1.088, data_time: 0.001, memory: 5822, loss_cls: 3.0168, loss: 3.0168, grad_norm: 3.7911 2020-10-25 15:32:44,443 - mmaction - INFO - Epoch [95][1040/1712] lr: 1.000e-04, eta: 2:55:47, time: 1.090, data_time: 0.007, memory: 5822, loss_cls: 2.9977, loss: 2.9977, grad_norm: 3.7865 2020-10-25 15:33:06,564 - mmaction - INFO - Epoch [95][1060/1712] lr: 1.000e-04, eta: 2:55:25, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 2.9748, loss: 2.9748, grad_norm: 3.7179 2020-10-25 15:33:27,632 - mmaction - INFO - Epoch [95][1080/1712] lr: 1.000e-04, eta: 2:55:02, time: 1.053, data_time: 0.170, memory: 5822, loss_cls: 2.9509, loss: 2.9509, grad_norm: 3.6538 2020-10-25 15:33:49,234 - mmaction - INFO - Epoch [95][1100/1712] lr: 1.000e-04, eta: 2:54:39, time: 1.083, data_time: 0.284, memory: 5822, loss_cls: 2.9800, loss: 2.9800, grad_norm: 3.6746 2020-10-25 15:34:11,183 - mmaction - INFO - Epoch [95][1120/1712] lr: 1.000e-04, eta: 2:54:16, time: 1.095, data_time: 0.089, memory: 5822, loss_cls: 2.9746, loss: 2.9746, grad_norm: 3.7554 2020-10-25 15:34:33,006 - mmaction - INFO - Epoch [95][1140/1712] lr: 1.000e-04, eta: 2:53:53, time: 1.093, data_time: 0.048, memory: 5822, loss_cls: 3.0159, loss: 3.0159, grad_norm: 3.8253 2020-10-25 15:34:55,759 - mmaction - INFO - Epoch [95][1160/1712] lr: 1.000e-04, eta: 2:53:30, time: 1.135, data_time: 0.092, memory: 5822, loss_cls: 2.9974, loss: 2.9974, grad_norm: 3.7787 2020-10-25 15:35:18,440 - mmaction - INFO - Epoch [95][1180/1712] lr: 1.000e-04, eta: 2:53:07, time: 1.135, data_time: 0.206, memory: 5822, loss_cls: 2.9656, loss: 2.9656, grad_norm: 3.7432 2020-10-25 15:35:40,600 - mmaction - INFO - Epoch [95][1200/1712] lr: 1.000e-04, eta: 2:52:44, time: 1.110, data_time: 0.246, memory: 5822, loss_cls: 2.9068, loss: 2.9068, grad_norm: 3.6653 2020-10-25 15:36:02,961 - mmaction - INFO - Epoch [95][1220/1712] lr: 1.000e-04, eta: 2:52:21, time: 1.118, data_time: 0.017, memory: 5822, loss_cls: 2.9744, loss: 2.9744, grad_norm: 3.7121 2020-10-25 15:36:24,860 - mmaction - INFO - Epoch [95][1240/1712] lr: 1.000e-04, eta: 2:51:59, time: 1.092, data_time: 0.028, memory: 5822, loss_cls: 2.9593, loss: 2.9593, grad_norm: 3.7192 2020-10-25 15:36:46,914 - mmaction - INFO - Epoch [95][1260/1712] lr: 1.000e-04, eta: 2:51:36, time: 1.095, data_time: 0.106, memory: 5822, loss_cls: 2.9813, loss: 2.9813, grad_norm: 3.7071 2020-10-25 15:37:08,404 - mmaction - INFO - Epoch [95][1280/1712] lr: 1.000e-04, eta: 2:51:13, time: 1.085, data_time: 0.016, memory: 5822, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.6724 2020-10-25 15:37:30,796 - mmaction - INFO - Epoch [95][1300/1712] lr: 1.000e-04, eta: 2:50:50, time: 1.118, data_time: 0.002, memory: 5822, loss_cls: 2.9944, loss: 2.9944, grad_norm: 3.7107 2020-10-25 15:37:53,549 - mmaction - INFO - Epoch [95][1320/1712] lr: 1.000e-04, eta: 2:50:27, time: 1.139, data_time: 0.005, memory: 5822, loss_cls: 2.9662, loss: 2.9662, grad_norm: 3.7704 2020-10-25 15:38:16,040 - mmaction - INFO - Epoch [95][1340/1712] lr: 1.000e-04, eta: 2:50:04, time: 1.121, data_time: 0.003, memory: 5822, loss_cls: 2.9955, loss: 2.9955, grad_norm: 3.7441 2020-10-25 15:38:38,233 - mmaction - INFO - Epoch [95][1360/1712] lr: 1.000e-04, eta: 2:49:41, time: 1.112, data_time: 0.004, memory: 5822, loss_cls: 2.9817, loss: 2.9817, grad_norm: 3.7899 2020-10-25 15:39:01,046 - mmaction - INFO - Epoch [95][1380/1712] lr: 1.000e-04, eta: 2:49:18, time: 1.127, data_time: 0.001, memory: 5822, loss_cls: 2.9700, loss: 2.9700, grad_norm: 3.7604 2020-10-25 15:39:22,829 - mmaction - INFO - Epoch [95][1400/1712] lr: 1.000e-04, eta: 2:48:55, time: 1.103, data_time: 0.027, memory: 5822, loss_cls: 2.9338, loss: 2.9338, grad_norm: 3.6999 2020-10-25 15:39:44,988 - mmaction - INFO - Epoch [95][1420/1712] lr: 1.000e-04, eta: 2:48:33, time: 1.107, data_time: 0.004, memory: 5822, loss_cls: 2.9682, loss: 2.9682, grad_norm: 3.7394 2020-10-25 15:40:06,862 - mmaction - INFO - Epoch [95][1440/1712] lr: 1.000e-04, eta: 2:48:10, time: 1.094, data_time: 0.002, memory: 5822, loss_cls: 2.9432, loss: 2.9432, grad_norm: 3.6418 2020-10-25 15:40:29,151 - mmaction - INFO - Epoch [95][1460/1712] lr: 1.000e-04, eta: 2:47:47, time: 1.115, data_time: 0.002, memory: 5822, loss_cls: 2.9719, loss: 2.9719, grad_norm: 3.7598 2020-10-25 15:40:50,967 - mmaction - INFO - Epoch [95][1480/1712] lr: 1.000e-04, eta: 2:47:24, time: 1.091, data_time: 0.001, memory: 5822, loss_cls: 2.9007, loss: 2.9007, grad_norm: 3.6809 2020-10-25 15:41:13,153 - mmaction - INFO - Epoch [95][1500/1712] lr: 1.000e-04, eta: 2:47:01, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 2.9453, loss: 2.9453, grad_norm: 3.8094 2020-10-25 15:41:34,667 - mmaction - INFO - Epoch [95][1520/1712] lr: 1.000e-04, eta: 2:46:38, time: 1.080, data_time: 0.006, memory: 5822, loss_cls: 2.9754, loss: 2.9754, grad_norm: 3.7258 2020-10-25 15:41:56,368 - mmaction - INFO - Epoch [95][1540/1712] lr: 1.000e-04, eta: 2:46:15, time: 1.082, data_time: 0.002, memory: 5822, loss_cls: 2.9787, loss: 2.9787, grad_norm: 3.6928 2020-10-25 15:42:18,266 - mmaction - INFO - Epoch [95][1560/1712] lr: 1.000e-04, eta: 2:45:52, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 2.9438, loss: 2.9438, grad_norm: 3.7082 2020-10-25 15:42:40,034 - mmaction - INFO - Epoch [95][1580/1712] lr: 1.000e-04, eta: 2:45:29, time: 1.088, data_time: 0.002, memory: 5822, loss_cls: 2.9933, loss: 2.9933, grad_norm: 3.7653 2020-10-25 15:43:01,755 - mmaction - INFO - Epoch [95][1600/1712] lr: 1.000e-04, eta: 2:45:06, time: 1.085, data_time: 0.174, memory: 5822, loss_cls: 2.9348, loss: 2.9348, grad_norm: 3.6835 2020-10-25 15:43:23,451 - mmaction - INFO - Epoch [95][1620/1712] lr: 1.000e-04, eta: 2:44:44, time: 1.086, data_time: 0.330, memory: 5822, loss_cls: 2.9666, loss: 2.9666, grad_norm: 3.8205 2020-10-25 15:43:45,724 - mmaction - INFO - Epoch [95][1640/1712] lr: 1.000e-04, eta: 2:44:21, time: 1.110, data_time: 0.404, memory: 5822, loss_cls: 3.0023, loss: 3.0023, grad_norm: 3.7242 2020-10-25 15:44:07,953 - mmaction - INFO - Epoch [95][1660/1712] lr: 1.000e-04, eta: 2:43:58, time: 1.114, data_time: 0.406, memory: 5822, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.7035 2020-10-25 15:44:30,466 - mmaction - INFO - Epoch [95][1680/1712] lr: 1.000e-04, eta: 2:43:35, time: 1.127, data_time: 0.299, memory: 5822, loss_cls: 2.9906, loss: 2.9906, grad_norm: 3.7337 2020-10-25 15:44:53,220 - mmaction - INFO - Epoch [95][1700/1712] lr: 1.000e-04, eta: 2:43:12, time: 1.135, data_time: 0.318, memory: 5822, loss_cls: 3.0261, loss: 3.0261, grad_norm: 3.8720 2020-10-25 15:45:08,604 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-10-25 15:48:33,427 - mmaction - INFO - Epoch [96][20/1712] lr: 1.000e-04, eta: 2:42:35, time: 1.574, data_time: 0.978, memory: 5822, loss_cls: 2.9721, loss: 2.9721, grad_norm: 3.6977 2020-10-25 15:48:56,012 - mmaction - INFO - Epoch [96][40/1712] lr: 1.000e-04, eta: 2:42:12, time: 1.130, data_time: 0.480, memory: 5822, loss_cls: 2.9592, loss: 2.9592, grad_norm: 3.7231 2020-10-25 15:49:19,694 - mmaction - INFO - Epoch [96][60/1712] lr: 1.000e-04, eta: 2:41:50, time: 1.181, data_time: 0.229, memory: 5822, loss_cls: 2.9824, loss: 2.9824, grad_norm: 3.6412 2020-10-25 15:49:43,237 - mmaction - INFO - Epoch [96][80/1712] lr: 1.000e-04, eta: 2:41:27, time: 1.180, data_time: 0.005, memory: 5822, loss_cls: 2.9733, loss: 2.9733, grad_norm: 3.7768 2020-10-25 15:50:05,802 - mmaction - INFO - Epoch [96][100/1712] lr: 1.000e-04, eta: 2:41:04, time: 1.123, data_time: 0.004, memory: 5822, loss_cls: 2.9077, loss: 2.9077, grad_norm: 3.6359 2020-10-25 15:50:28,276 - mmaction - INFO - Epoch [96][120/1712] lr: 1.000e-04, eta: 2:40:41, time: 1.128, data_time: 0.018, memory: 5822, loss_cls: 2.9446, loss: 2.9446, grad_norm: 3.6678 2020-10-25 15:50:51,057 - mmaction - INFO - Epoch [96][140/1712] lr: 1.000e-04, eta: 2:40:18, time: 1.142, data_time: 0.007, memory: 5822, loss_cls: 2.9384, loss: 2.9384, grad_norm: 3.7306 2020-10-25 15:51:13,993 - mmaction - INFO - Epoch [96][160/1712] lr: 1.000e-04, eta: 2:39:55, time: 1.147, data_time: 0.002, memory: 5822, loss_cls: 2.9316, loss: 2.9316, grad_norm: 3.6085 2020-10-25 15:51:36,200 - mmaction - INFO - Epoch [96][180/1712] lr: 1.000e-04, eta: 2:39:32, time: 1.107, data_time: 0.002, memory: 5822, loss_cls: 2.9768, loss: 2.9768, grad_norm: 3.7008 2020-10-25 15:51:58,527 - mmaction - INFO - Epoch [96][200/1712] lr: 1.000e-04, eta: 2:39:10, time: 1.114, data_time: 0.011, memory: 5822, loss_cls: 2.9916, loss: 2.9916, grad_norm: 3.6813 2020-10-25 15:52:21,008 - mmaction - INFO - Epoch [96][220/1712] lr: 1.000e-04, eta: 2:38:47, time: 1.125, data_time: 0.007, memory: 5822, loss_cls: 2.9284, loss: 2.9284, grad_norm: 3.7222 2020-10-25 15:52:43,665 - mmaction - INFO - Epoch [96][240/1712] lr: 1.000e-04, eta: 2:38:24, time: 1.137, data_time: 0.006, memory: 5822, loss_cls: 2.9399, loss: 2.9399, grad_norm: 3.6753 2020-10-25 15:53:07,505 - mmaction - INFO - Epoch [96][260/1712] lr: 1.000e-04, eta: 2:38:01, time: 1.188, data_time: 0.004, memory: 5822, loss_cls: 2.9764, loss: 2.9764, grad_norm: 3.8309 2020-10-25 15:53:30,679 - mmaction - INFO - Epoch [96][280/1712] lr: 1.000e-04, eta: 2:37:38, time: 1.162, data_time: 0.007, memory: 5822, loss_cls: 3.0006, loss: 3.0006, grad_norm: 3.6457 2020-10-25 15:53:53,758 - mmaction - INFO - Epoch [96][300/1712] lr: 1.000e-04, eta: 2:37:15, time: 1.150, data_time: 0.004, memory: 5822, loss_cls: 3.0236, loss: 3.0236, grad_norm: 3.7570 2020-10-25 15:54:16,949 - mmaction - INFO - Epoch [96][320/1712] lr: 1.000e-04, eta: 2:36:53, time: 1.160, data_time: 0.008, memory: 5822, loss_cls: 3.0230, loss: 3.0230, grad_norm: 3.7134 2020-10-25 15:54:39,724 - mmaction - INFO - Epoch [96][340/1712] lr: 1.000e-04, eta: 2:36:30, time: 1.143, data_time: 0.009, memory: 5822, loss_cls: 2.9533, loss: 2.9533, grad_norm: 3.7902 2020-10-25 15:55:02,659 - mmaction - INFO - Epoch [96][360/1712] lr: 1.000e-04, eta: 2:36:07, time: 1.146, data_time: 0.006, memory: 5822, loss_cls: 2.9803, loss: 2.9803, grad_norm: 3.6842 2020-10-25 15:55:24,676 - mmaction - INFO - Epoch [96][380/1712] lr: 1.000e-04, eta: 2:35:44, time: 1.101, data_time: 0.006, memory: 5822, loss_cls: 3.0065, loss: 3.0065, grad_norm: 3.8729 2020-10-25 15:55:47,296 - mmaction - INFO - Epoch [96][400/1712] lr: 1.000e-04, eta: 2:35:21, time: 1.123, data_time: 0.003, memory: 5822, loss_cls: 2.9975, loss: 2.9975, grad_norm: 3.7624 2020-10-25 15:56:09,513 - mmaction - INFO - Epoch [96][420/1712] lr: 1.000e-04, eta: 2:34:58, time: 1.116, data_time: 0.011, memory: 5822, loss_cls: 2.9336, loss: 2.9336, grad_norm: 3.6249 2020-10-25 15:56:31,590 - mmaction - INFO - Epoch [96][440/1712] lr: 1.000e-04, eta: 2:34:35, time: 1.107, data_time: 0.007, memory: 5822, loss_cls: 3.0091, loss: 3.0091, grad_norm: 3.8210 2020-10-25 15:56:53,292 - mmaction - INFO - Epoch [96][460/1712] lr: 1.000e-04, eta: 2:34:12, time: 1.083, data_time: 0.009, memory: 5822, loss_cls: 2.9448, loss: 2.9448, grad_norm: 3.6735 2020-10-25 15:57:15,327 - mmaction - INFO - Epoch [96][480/1712] lr: 1.000e-04, eta: 2:33:50, time: 1.096, data_time: 0.004, memory: 5822, loss_cls: 2.9545, loss: 2.9545, grad_norm: 3.6475 2020-10-25 15:57:37,843 - mmaction - INFO - Epoch [96][500/1712] lr: 1.000e-04, eta: 2:33:27, time: 1.134, data_time: 0.012, memory: 5822, loss_cls: 2.9797, loss: 2.9797, grad_norm: 3.8073 2020-10-25 15:58:00,191 - mmaction - INFO - Epoch [96][520/1712] lr: 1.000e-04, eta: 2:33:04, time: 1.119, data_time: 0.005, memory: 5822, loss_cls: 3.0199, loss: 3.0199, grad_norm: 3.7355 2020-10-25 15:58:22,601 - mmaction - INFO - Epoch [96][540/1712] lr: 1.000e-04, eta: 2:32:41, time: 1.114, data_time: 0.002, memory: 5822, loss_cls: 2.9695, loss: 2.9695, grad_norm: 3.7924 2020-10-25 15:58:44,947 - mmaction - INFO - Epoch [96][560/1712] lr: 1.000e-04, eta: 2:32:18, time: 1.122, data_time: 0.010, memory: 5822, loss_cls: 2.9911, loss: 2.9911, grad_norm: 3.8598 2020-10-25 15:59:07,315 - mmaction - INFO - Epoch [96][580/1712] lr: 1.000e-04, eta: 2:31:55, time: 1.118, data_time: 0.005, memory: 5822, loss_cls: 2.9608, loss: 2.9608, grad_norm: 3.7537 2020-10-25 15:59:30,286 - mmaction - INFO - Epoch [96][600/1712] lr: 1.000e-04, eta: 2:31:32, time: 1.151, data_time: 0.006, memory: 5822, loss_cls: 2.9636, loss: 2.9636, grad_norm: 3.6797 2020-10-25 15:59:53,438 - mmaction - INFO - Epoch [96][620/1712] lr: 1.000e-04, eta: 2:31:10, time: 1.153, data_time: 0.001, memory: 5822, loss_cls: 2.9265, loss: 2.9265, grad_norm: 3.6852 2020-10-25 16:00:16,617 - mmaction - INFO - Epoch [96][640/1712] lr: 1.000e-04, eta: 2:30:47, time: 1.163, data_time: 0.009, memory: 5822, loss_cls: 2.9739, loss: 2.9739, grad_norm: 3.7139 2020-10-25 16:00:37,992 - mmaction - INFO - Epoch [96][660/1712] lr: 1.000e-04, eta: 2:30:24, time: 1.068, data_time: 0.002, memory: 5822, loss_cls: 3.0119, loss: 3.0119, grad_norm: 3.7443 2020-10-25 16:01:01,083 - mmaction - INFO - Epoch [96][680/1712] lr: 1.000e-04, eta: 2:30:01, time: 1.153, data_time: 0.003, memory: 5822, loss_cls: 2.9145, loss: 2.9145, grad_norm: 3.8132 2020-10-25 16:01:22,904 - mmaction - INFO - Epoch [96][700/1712] lr: 1.000e-04, eta: 2:29:38, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 2.9445, loss: 2.9445, grad_norm: 3.6950 2020-10-25 16:01:45,688 - mmaction - INFO - Epoch [96][720/1712] lr: 1.000e-04, eta: 2:29:15, time: 1.135, data_time: 0.006, memory: 5822, loss_cls: 2.9812, loss: 2.9812, grad_norm: 3.7609 2020-10-25 16:02:08,013 - mmaction - INFO - Epoch [96][740/1712] lr: 1.000e-04, eta: 2:28:52, time: 1.121, data_time: 0.010, memory: 5822, loss_cls: 2.9651, loss: 2.9651, grad_norm: 3.7801 2020-10-25 16:02:30,270 - mmaction - INFO - Epoch [96][760/1712] lr: 1.000e-04, eta: 2:28:29, time: 1.109, data_time: 0.005, memory: 5822, loss_cls: 2.9982, loss: 2.9982, grad_norm: 3.7529 2020-10-25 16:02:52,792 - mmaction - INFO - Epoch [96][780/1712] lr: 1.000e-04, eta: 2:28:07, time: 1.122, data_time: 0.008, memory: 5822, loss_cls: 2.9763, loss: 2.9763, grad_norm: 3.7362 2020-10-25 16:03:15,921 - mmaction - INFO - Epoch [96][800/1712] lr: 1.000e-04, eta: 2:27:44, time: 1.166, data_time: 0.012, memory: 5822, loss_cls: 2.9640, loss: 2.9640, grad_norm: 3.7062 2020-10-25 16:03:39,114 - mmaction - INFO - Epoch [96][820/1712] lr: 1.000e-04, eta: 2:27:21, time: 1.152, data_time: 0.004, memory: 5822, loss_cls: 2.9947, loss: 2.9947, grad_norm: 3.7603 2020-10-25 16:04:01,279 - mmaction - INFO - Epoch [96][840/1712] lr: 1.000e-04, eta: 2:26:58, time: 1.115, data_time: 0.010, memory: 5822, loss_cls: 3.0210, loss: 3.0210, grad_norm: 3.7488 2020-10-25 16:04:24,634 - mmaction - INFO - Epoch [96][860/1712] lr: 1.000e-04, eta: 2:26:35, time: 1.160, data_time: 0.004, memory: 5822, loss_cls: 2.9895, loss: 2.9895, grad_norm: 3.6715 2020-10-25 16:04:47,533 - mmaction - INFO - Epoch [96][880/1712] lr: 1.000e-04, eta: 2:26:12, time: 1.149, data_time: 0.011, memory: 5822, loss_cls: 2.9284, loss: 2.9284, grad_norm: 3.7185 2020-10-25 16:05:10,410 - mmaction - INFO - Epoch [96][900/1712] lr: 1.000e-04, eta: 2:25:50, time: 1.146, data_time: 0.008, memory: 5822, loss_cls: 2.9648, loss: 2.9648, grad_norm: 3.7289 2020-10-25 16:05:33,612 - mmaction - INFO - Epoch [96][920/1712] lr: 1.000e-04, eta: 2:25:27, time: 1.148, data_time: 0.005, memory: 5822, loss_cls: 2.9618, loss: 2.9618, grad_norm: 3.7355 2020-10-25 16:05:56,521 - mmaction - INFO - Epoch [96][940/1712] lr: 1.000e-04, eta: 2:25:04, time: 1.160, data_time: 0.017, memory: 5822, loss_cls: 2.9858, loss: 2.9858, grad_norm: 3.7538 2020-10-25 16:06:19,399 - mmaction - INFO - Epoch [96][960/1712] lr: 1.000e-04, eta: 2:24:41, time: 1.144, data_time: 0.005, memory: 5822, loss_cls: 2.9741, loss: 2.9741, grad_norm: 3.7653 2020-10-25 16:06:41,721 - mmaction - INFO - Epoch [96][980/1712] lr: 1.000e-04, eta: 2:24:18, time: 1.116, data_time: 0.006, memory: 5822, loss_cls: 2.9819, loss: 2.9819, grad_norm: 3.6895 2020-10-25 16:07:04,960 - mmaction - INFO - Epoch [96][1000/1712] lr: 1.000e-04, eta: 2:23:55, time: 1.157, data_time: 0.007, memory: 5822, loss_cls: 3.0046, loss: 3.0046, grad_norm: 3.8213 2020-10-25 16:07:28,169 - mmaction - INFO - Epoch [96][1020/1712] lr: 1.000e-04, eta: 2:23:33, time: 1.149, data_time: 0.008, memory: 5822, loss_cls: 2.9802, loss: 2.9802, grad_norm: 3.7985 2020-10-25 16:07:51,063 - mmaction - INFO - Epoch [96][1040/1712] lr: 1.000e-04, eta: 2:23:10, time: 1.157, data_time: 0.018, memory: 5822, loss_cls: 2.9987, loss: 2.9987, grad_norm: 3.7828 2020-10-25 16:08:13,875 - mmaction - INFO - Epoch [96][1060/1712] lr: 1.000e-04, eta: 2:22:47, time: 1.144, data_time: 0.005, memory: 5822, loss_cls: 2.9691, loss: 2.9691, grad_norm: 3.6957 2020-10-25 16:08:36,344 - mmaction - INFO - Epoch [96][1080/1712] lr: 1.000e-04, eta: 2:22:24, time: 1.123, data_time: 0.002, memory: 5822, loss_cls: 2.9940, loss: 2.9940, grad_norm: 3.7475 2020-10-25 16:08:59,881 - mmaction - INFO - Epoch [96][1100/1712] lr: 1.000e-04, eta: 2:22:01, time: 1.177, data_time: 0.004, memory: 5822, loss_cls: 2.9532, loss: 2.9532, grad_norm: 3.7396 2020-10-25 16:09:22,361 - mmaction - INFO - Epoch [96][1120/1712] lr: 1.000e-04, eta: 2:21:38, time: 1.122, data_time: 0.002, memory: 5822, loss_cls: 2.9267, loss: 2.9267, grad_norm: 3.6830 2020-10-25 16:09:44,639 - mmaction - INFO - Epoch [96][1140/1712] lr: 1.000e-04, eta: 2:21:15, time: 1.106, data_time: 0.006, memory: 5822, loss_cls: 2.9660, loss: 2.9660, grad_norm: 3.6555 2020-10-25 16:10:06,882 - mmaction - INFO - Epoch [96][1160/1712] lr: 1.000e-04, eta: 2:20:53, time: 1.124, data_time: 0.015, memory: 5822, loss_cls: 2.9291, loss: 2.9291, grad_norm: 3.7203 2020-10-25 16:10:28,975 - mmaction - INFO - Epoch [96][1180/1712] lr: 1.000e-04, eta: 2:20:30, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 2.9648, loss: 2.9648, grad_norm: 3.6969 2020-10-25 16:10:51,522 - mmaction - INFO - Epoch [96][1200/1712] lr: 1.000e-04, eta: 2:20:07, time: 1.127, data_time: 0.003, memory: 5822, loss_cls: 3.0071, loss: 3.0071, grad_norm: 3.8394 2020-10-25 16:11:14,482 - mmaction - INFO - Epoch [96][1220/1712] lr: 1.000e-04, eta: 2:19:44, time: 1.142, data_time: 0.005, memory: 5822, loss_cls: 2.9498, loss: 2.9498, grad_norm: 3.7373 2020-10-25 16:11:37,780 - mmaction - INFO - Epoch [96][1240/1712] lr: 1.000e-04, eta: 2:19:21, time: 1.165, data_time: 0.009, memory: 5822, loss_cls: 2.9798, loss: 2.9798, grad_norm: 3.7519 2020-10-25 16:12:00,905 - mmaction - INFO - Epoch [96][1260/1712] lr: 1.000e-04, eta: 2:18:58, time: 1.160, data_time: 0.011, memory: 5822, loss_cls: 3.0014, loss: 3.0014, grad_norm: 3.7852 2020-10-25 16:12:23,776 - mmaction - INFO - Epoch [96][1280/1712] lr: 1.000e-04, eta: 2:18:35, time: 1.142, data_time: 0.004, memory: 5822, loss_cls: 2.9917, loss: 2.9917, grad_norm: 3.7534 2020-10-25 16:12:46,663 - mmaction - INFO - Epoch [96][1300/1712] lr: 1.000e-04, eta: 2:18:13, time: 1.149, data_time: 0.009, memory: 5822, loss_cls: 2.9630, loss: 2.9630, grad_norm: 3.7269 2020-10-25 16:13:09,122 - mmaction - INFO - Epoch [96][1320/1712] lr: 1.000e-04, eta: 2:17:50, time: 1.119, data_time: 0.004, memory: 5822, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.7237 2020-10-25 16:13:31,843 - mmaction - INFO - Epoch [96][1340/1712] lr: 1.000e-04, eta: 2:17:27, time: 1.136, data_time: 0.007, memory: 5822, loss_cls: 2.9437, loss: 2.9437, grad_norm: 3.6438 2020-10-25 16:13:54,504 - mmaction - INFO - Epoch [96][1360/1712] lr: 1.000e-04, eta: 2:17:04, time: 1.131, data_time: 0.013, memory: 5822, loss_cls: 2.9193, loss: 2.9193, grad_norm: 3.7975 2020-10-25 16:14:17,320 - mmaction - INFO - Epoch [96][1380/1712] lr: 1.000e-04, eta: 2:16:41, time: 1.140, data_time: 0.010, memory: 5822, loss_cls: 2.9969, loss: 2.9969, grad_norm: 3.8519 2020-10-25 16:14:39,620 - mmaction - INFO - Epoch [96][1400/1712] lr: 1.000e-04, eta: 2:16:18, time: 1.119, data_time: 0.009, memory: 5822, loss_cls: 2.9842, loss: 2.9842, grad_norm: 3.7667 2020-10-25 16:15:02,008 - mmaction - INFO - Epoch [96][1420/1712] lr: 1.000e-04, eta: 2:15:55, time: 1.119, data_time: 0.007, memory: 5822, loss_cls: 2.9614, loss: 2.9614, grad_norm: 3.7523 2020-10-25 16:15:24,691 - mmaction - INFO - Epoch [96][1440/1712] lr: 1.000e-04, eta: 2:15:33, time: 1.134, data_time: 0.007, memory: 5822, loss_cls: 2.9754, loss: 2.9754, grad_norm: 3.7693 2020-10-25 16:15:46,473 - mmaction - INFO - Epoch [96][1460/1712] lr: 1.000e-04, eta: 2:15:10, time: 1.087, data_time: 0.006, memory: 5822, loss_cls: 2.9408, loss: 2.9408, grad_norm: 3.7706 2020-10-25 16:16:08,962 - mmaction - INFO - Epoch [96][1480/1712] lr: 1.000e-04, eta: 2:14:47, time: 1.131, data_time: 0.012, memory: 5822, loss_cls: 2.9965, loss: 2.9965, grad_norm: 3.8320 2020-10-25 16:16:31,757 - mmaction - INFO - Epoch [96][1500/1712] lr: 1.000e-04, eta: 2:14:24, time: 1.134, data_time: 0.001, memory: 5822, loss_cls: 2.9422, loss: 2.9422, grad_norm: 3.6790 2020-10-25 16:16:54,442 - mmaction - INFO - Epoch [96][1520/1712] lr: 1.000e-04, eta: 2:14:01, time: 1.140, data_time: 0.009, memory: 5822, loss_cls: 2.9337, loss: 2.9337, grad_norm: 3.7608 2020-10-25 16:17:17,047 - mmaction - INFO - Epoch [96][1540/1712] lr: 1.000e-04, eta: 2:13:38, time: 1.122, data_time: 0.002, memory: 5822, loss_cls: 2.9563, loss: 2.9563, grad_norm: 3.7375 2020-10-25 16:17:39,188 - mmaction - INFO - Epoch [96][1560/1712] lr: 1.000e-04, eta: 2:13:15, time: 1.109, data_time: 0.012, memory: 5822, loss_cls: 2.9557, loss: 2.9557, grad_norm: 3.6893 2020-10-25 16:18:01,292 - mmaction - INFO - Epoch [96][1580/1712] lr: 1.000e-04, eta: 2:12:53, time: 1.100, data_time: 0.008, memory: 5822, loss_cls: 2.9769, loss: 2.9769, grad_norm: 3.7131 2020-10-25 16:18:23,331 - mmaction - INFO - Epoch [96][1600/1712] lr: 1.000e-04, eta: 2:12:30, time: 1.113, data_time: 0.012, memory: 5822, loss_cls: 2.9962, loss: 2.9962, grad_norm: 3.7203 2020-10-25 16:18:45,592 - mmaction - INFO - Epoch [96][1620/1712] lr: 1.000e-04, eta: 2:12:07, time: 1.113, data_time: 0.002, memory: 5822, loss_cls: 2.9709, loss: 2.9709, grad_norm: 3.7714 2020-10-25 16:19:07,781 - mmaction - INFO - Epoch [96][1640/1712] lr: 1.000e-04, eta: 2:11:44, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 2.9231, loss: 2.9231, grad_norm: 3.6672 2020-10-25 16:19:30,086 - mmaction - INFO - Epoch [96][1660/1712] lr: 1.000e-04, eta: 2:11:21, time: 1.120, data_time: 0.006, memory: 5822, loss_cls: 2.9334, loss: 2.9334, grad_norm: 3.6831 2020-10-25 16:19:52,235 - mmaction - INFO - Epoch [96][1680/1712] lr: 1.000e-04, eta: 2:10:58, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 2.9633, loss: 2.9633, grad_norm: 3.8067 2020-10-25 16:20:14,948 - mmaction - INFO - Epoch [96][1700/1712] lr: 1.000e-04, eta: 2:10:35, time: 1.136, data_time: 0.006, memory: 5822, loss_cls: 2.9828, loss: 2.9828, grad_norm: 3.7518 2020-10-25 16:21:27,270 - mmaction - INFO - Epoch [97][20/1712] lr: 1.000e-04, eta: 2:10:00, time: 2.699, data_time: 2.059, memory: 5822, loss_cls: 2.9626, loss: 2.9626, grad_norm: 3.6820 2020-10-25 16:21:51,584 - mmaction - INFO - Epoch [97][40/1712] lr: 1.000e-04, eta: 2:09:37, time: 1.218, data_time: 0.257, memory: 5822, loss_cls: 3.0341, loss: 3.0341, grad_norm: 3.7837 2020-10-25 16:22:14,232 - mmaction - INFO - Epoch [97][60/1712] lr: 1.000e-04, eta: 2:09:14, time: 1.132, data_time: 0.154, memory: 5822, loss_cls: 2.9024, loss: 2.9024, grad_norm: 3.6384 2020-10-25 16:22:37,756 - mmaction - INFO - Epoch [97][80/1712] lr: 1.000e-04, eta: 2:08:51, time: 1.174, data_time: 0.058, memory: 5822, loss_cls: 2.9584, loss: 2.9584, grad_norm: 3.6378 2020-10-25 16:23:00,227 - mmaction - INFO - Epoch [97][100/1712] lr: 1.000e-04, eta: 2:08:28, time: 1.122, data_time: 0.004, memory: 5822, loss_cls: 2.9640, loss: 2.9640, grad_norm: 3.6771 2020-10-25 16:23:22,014 - mmaction - INFO - Epoch [97][120/1712] lr: 1.000e-04, eta: 2:08:05, time: 1.094, data_time: 0.012, memory: 5822, loss_cls: 2.8795, loss: 2.8795, grad_norm: 3.6848 2020-10-25 16:23:43,643 - mmaction - INFO - Epoch [97][140/1712] lr: 1.000e-04, eta: 2:07:42, time: 1.079, data_time: 0.001, memory: 5822, loss_cls: 2.9770, loss: 2.9770, grad_norm: 3.7576 2020-10-25 16:24:06,354 - mmaction - INFO - Epoch [97][160/1712] lr: 1.000e-04, eta: 2:07:20, time: 1.131, data_time: 0.006, memory: 5822, loss_cls: 2.9279, loss: 2.9279, grad_norm: 3.7162 2020-10-25 16:24:27,296 - mmaction - INFO - Epoch [97][180/1712] lr: 1.000e-04, eta: 2:06:57, time: 1.050, data_time: 0.008, memory: 5822, loss_cls: 2.9607, loss: 2.9607, grad_norm: 3.7234 2020-10-25 16:24:48,132 - mmaction - INFO - Epoch [97][200/1712] lr: 1.000e-04, eta: 2:06:34, time: 1.043, data_time: 0.005, memory: 5822, loss_cls: 3.0268, loss: 3.0268, grad_norm: 3.8123 2020-10-25 16:25:09,266 - mmaction - INFO - Epoch [97][220/1712] lr: 1.000e-04, eta: 2:06:11, time: 1.057, data_time: 0.003, memory: 5822, loss_cls: 2.9981, loss: 2.9981, grad_norm: 3.7680 2020-10-25 16:25:30,529 - mmaction - INFO - Epoch [97][240/1712] lr: 1.000e-04, eta: 2:05:48, time: 1.065, data_time: 0.002, memory: 5822, loss_cls: 2.9369, loss: 2.9369, grad_norm: 3.6997 2020-10-25 16:25:52,053 - mmaction - INFO - Epoch [97][260/1712] lr: 1.000e-04, eta: 2:05:25, time: 1.075, data_time: 0.001, memory: 5822, loss_cls: 2.9846, loss: 2.9846, grad_norm: 3.8685 2020-10-25 16:26:13,249 - mmaction - INFO - Epoch [97][280/1712] lr: 1.000e-04, eta: 2:05:02, time: 1.059, data_time: 0.003, memory: 5822, loss_cls: 2.9419, loss: 2.9419, grad_norm: 3.7025 2020-10-25 16:26:34,789 - mmaction - INFO - Epoch [97][300/1712] lr: 1.000e-04, eta: 2:04:39, time: 1.074, data_time: 0.002, memory: 5822, loss_cls: 2.9916, loss: 2.9916, grad_norm: 3.7246 2020-10-25 16:26:56,647 - mmaction - INFO - Epoch [97][320/1712] lr: 1.000e-04, eta: 2:04:16, time: 1.093, data_time: 0.011, memory: 5822, loss_cls: 2.9719, loss: 2.9719, grad_norm: 3.7512 2020-10-25 16:27:18,752 - mmaction - INFO - Epoch [97][340/1712] lr: 1.000e-04, eta: 2:03:53, time: 1.109, data_time: 0.007, memory: 5822, loss_cls: 2.9470, loss: 2.9470, grad_norm: 3.7621 2020-10-25 16:27:39,351 - mmaction - INFO - Epoch [97][360/1712] lr: 1.000e-04, eta: 2:03:30, time: 1.030, data_time: 0.004, memory: 5822, loss_cls: 2.9526, loss: 2.9526, grad_norm: 3.6987 2020-10-25 16:28:00,584 - mmaction - INFO - Epoch [97][380/1712] lr: 1.000e-04, eta: 2:03:08, time: 1.063, data_time: 0.002, memory: 5822, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.7086 2020-10-25 16:28:22,217 - mmaction - INFO - Epoch [97][400/1712] lr: 1.000e-04, eta: 2:02:45, time: 1.078, data_time: 0.005, memory: 5822, loss_cls: 2.9838, loss: 2.9838, grad_norm: 3.7108 2020-10-25 16:28:44,269 - mmaction - INFO - Epoch [97][420/1712] lr: 1.000e-04, eta: 2:02:22, time: 1.104, data_time: 0.006, memory: 5822, loss_cls: 2.9875, loss: 2.9875, grad_norm: 3.6680 2020-10-25 16:29:06,732 - mmaction - INFO - Epoch [97][440/1712] lr: 1.000e-04, eta: 2:01:59, time: 1.124, data_time: 0.006, memory: 5822, loss_cls: 2.9935, loss: 2.9935, grad_norm: 3.7727 2020-10-25 16:29:28,827 - mmaction - INFO - Epoch [97][460/1712] lr: 1.000e-04, eta: 2:01:36, time: 1.104, data_time: 0.003, memory: 5822, loss_cls: 3.0278, loss: 3.0278, grad_norm: 3.8278 2020-10-25 16:29:50,205 - mmaction - INFO - Epoch [97][480/1712] lr: 1.000e-04, eta: 2:01:13, time: 1.072, data_time: 0.006, memory: 5822, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.7248 2020-10-25 16:30:12,859 - mmaction - INFO - Epoch [97][500/1712] lr: 1.000e-04, eta: 2:00:50, time: 1.131, data_time: 0.002, memory: 5822, loss_cls: 2.9459, loss: 2.9459, grad_norm: 3.6573 2020-10-25 16:30:35,129 - mmaction - INFO - Epoch [97][520/1712] lr: 1.000e-04, eta: 2:00:27, time: 1.113, data_time: 0.004, memory: 5822, loss_cls: 2.9066, loss: 2.9066, grad_norm: 3.6701 2020-10-25 16:30:57,470 - mmaction - INFO - Epoch [97][540/1712] lr: 1.000e-04, eta: 2:00:05, time: 1.119, data_time: 0.005, memory: 5822, loss_cls: 2.9508, loss: 2.9508, grad_norm: 3.7000 2020-10-25 16:31:19,193 - mmaction - INFO - Epoch [97][560/1712] lr: 1.000e-04, eta: 1:59:42, time: 1.087, data_time: 0.003, memory: 5822, loss_cls: 3.0219, loss: 3.0219, grad_norm: 3.7523 2020-10-25 16:31:41,115 - mmaction - INFO - Epoch [97][580/1712] lr: 1.000e-04, eta: 1:59:19, time: 1.095, data_time: 0.001, memory: 5822, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.8202 2020-10-25 16:32:03,145 - mmaction - INFO - Epoch [97][600/1712] lr: 1.000e-04, eta: 1:58:56, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 2.9734, loss: 2.9734, grad_norm: 3.7270 2020-10-25 16:32:25,222 - mmaction - INFO - Epoch [97][620/1712] lr: 1.000e-04, eta: 1:58:33, time: 1.103, data_time: 0.002, memory: 5822, loss_cls: 2.9439, loss: 2.9439, grad_norm: 3.7885 2020-10-25 16:32:47,234 - mmaction - INFO - Epoch [97][640/1712] lr: 1.000e-04, eta: 1:58:10, time: 1.101, data_time: 0.005, memory: 5822, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.7099 2020-10-25 16:33:08,093 - mmaction - INFO - Epoch [97][660/1712] lr: 1.000e-04, eta: 1:57:47, time: 1.042, data_time: 0.002, memory: 5822, loss_cls: 2.9993, loss: 2.9993, grad_norm: 3.7753 2020-10-25 16:33:29,941 - mmaction - INFO - Epoch [97][680/1712] lr: 1.000e-04, eta: 1:57:24, time: 1.094, data_time: 0.002, memory: 5822, loss_cls: 2.9934, loss: 2.9934, grad_norm: 3.7947 2020-10-25 16:33:52,438 - mmaction - INFO - Epoch [97][700/1712] lr: 1.000e-04, eta: 1:57:02, time: 1.121, data_time: 0.009, memory: 5822, loss_cls: 2.9788, loss: 2.9788, grad_norm: 3.8034 2020-10-25 16:34:14,225 - mmaction - INFO - Epoch [97][720/1712] lr: 1.000e-04, eta: 1:56:39, time: 1.092, data_time: 0.005, memory: 5822, loss_cls: 2.9867, loss: 2.9867, grad_norm: 3.7627 2020-10-25 16:34:37,002 - mmaction - INFO - Epoch [97][740/1712] lr: 1.000e-04, eta: 1:56:16, time: 1.137, data_time: 0.003, memory: 5822, loss_cls: 2.9835, loss: 2.9835, grad_norm: 3.7372 2020-10-25 16:34:58,905 - mmaction - INFO - Epoch [97][760/1712] lr: 1.000e-04, eta: 1:55:53, time: 1.096, data_time: 0.006, memory: 5822, loss_cls: 3.0019, loss: 3.0019, grad_norm: 3.7290 2020-10-25 16:35:21,073 - mmaction - INFO - Epoch [97][780/1712] lr: 1.000e-04, eta: 1:55:30, time: 1.104, data_time: 0.009, memory: 5822, loss_cls: 2.9795, loss: 2.9795, grad_norm: 3.7401 2020-10-25 16:35:43,563 - mmaction - INFO - Epoch [97][800/1712] lr: 1.000e-04, eta: 1:55:07, time: 1.124, data_time: 0.009, memory: 5822, loss_cls: 2.9736, loss: 2.9736, grad_norm: 3.6863 2020-10-25 16:36:05,462 - mmaction - INFO - Epoch [97][820/1712] lr: 1.000e-04, eta: 1:54:44, time: 1.101, data_time: 0.014, memory: 5822, loss_cls: 2.9829, loss: 2.9829, grad_norm: 3.8050 2020-10-25 16:36:27,614 - mmaction - INFO - Epoch [97][840/1712] lr: 1.000e-04, eta: 1:54:21, time: 1.098, data_time: 0.005, memory: 5822, loss_cls: 2.9307, loss: 2.9307, grad_norm: 3.6781 2020-10-25 16:36:49,193 - mmaction - INFO - Epoch [97][860/1712] lr: 1.000e-04, eta: 1:53:59, time: 1.090, data_time: 0.014, memory: 5822, loss_cls: 2.9531, loss: 2.9531, grad_norm: 3.6700 2020-10-25 16:37:10,904 - mmaction - INFO - Epoch [97][880/1712] lr: 1.000e-04, eta: 1:53:36, time: 1.086, data_time: 0.002, memory: 5822, loss_cls: 2.9647, loss: 2.9647, grad_norm: 3.7503 2020-10-25 16:37:32,934 - mmaction - INFO - Epoch [97][900/1712] lr: 1.000e-04, eta: 1:53:13, time: 1.101, data_time: 0.002, memory: 5822, loss_cls: 2.9578, loss: 2.9578, grad_norm: 3.6747 2020-10-25 16:37:55,156 - mmaction - INFO - Epoch [97][920/1712] lr: 1.000e-04, eta: 1:52:50, time: 1.105, data_time: 0.001, memory: 5822, loss_cls: 2.9664, loss: 2.9664, grad_norm: 3.7909 2020-10-25 16:38:16,631 - mmaction - INFO - Epoch [97][940/1712] lr: 1.000e-04, eta: 1:52:27, time: 1.074, data_time: 0.008, memory: 5822, loss_cls: 2.9632, loss: 2.9632, grad_norm: 3.7010 2020-10-25 16:38:38,712 - mmaction - INFO - Epoch [97][960/1712] lr: 1.000e-04, eta: 1:52:04, time: 1.107, data_time: 0.008, memory: 5822, loss_cls: 2.9954, loss: 2.9954, grad_norm: 3.7828 2020-10-25 16:39:00,877 - mmaction - INFO - Epoch [97][980/1712] lr: 1.000e-04, eta: 1:51:41, time: 1.103, data_time: 0.008, memory: 5822, loss_cls: 2.9219, loss: 2.9219, grad_norm: 3.6530 2020-10-25 16:39:22,631 - mmaction - INFO - Epoch [97][1000/1712] lr: 1.000e-04, eta: 1:51:18, time: 1.092, data_time: 0.009, memory: 5822, loss_cls: 2.9511, loss: 2.9511, grad_norm: 3.6786 2020-10-25 16:39:44,314 - mmaction - INFO - Epoch [97][1020/1712] lr: 1.000e-04, eta: 1:50:56, time: 1.088, data_time: 0.006, memory: 5822, loss_cls: 2.8974, loss: 2.8974, grad_norm: 3.5918 2020-10-25 16:40:06,278 - mmaction - INFO - Epoch [97][1040/1712] lr: 1.000e-04, eta: 1:50:33, time: 1.098, data_time: 0.003, memory: 5822, loss_cls: 2.9927, loss: 2.9927, grad_norm: 3.7669 2020-10-25 16:40:29,369 - mmaction - INFO - Epoch [97][1060/1712] lr: 1.000e-04, eta: 1:50:10, time: 1.148, data_time: 0.002, memory: 5822, loss_cls: 2.9683, loss: 2.9683, grad_norm: 3.6954 2020-10-25 16:40:51,520 - mmaction - INFO - Epoch [97][1080/1712] lr: 1.000e-04, eta: 1:49:47, time: 1.107, data_time: 0.008, memory: 5822, loss_cls: 2.9636, loss: 2.9636, grad_norm: 3.7144 2020-10-25 16:41:13,753 - mmaction - INFO - Epoch [97][1100/1712] lr: 1.000e-04, eta: 1:49:24, time: 1.108, data_time: 0.010, memory: 5822, loss_cls: 3.0162, loss: 3.0162, grad_norm: 3.8635 2020-10-25 16:41:35,471 - mmaction - INFO - Epoch [97][1120/1712] lr: 1.000e-04, eta: 1:49:01, time: 1.095, data_time: 0.012, memory: 5822, loss_cls: 3.0161, loss: 3.0161, grad_norm: 3.7999 2020-10-25 16:41:57,662 - mmaction - INFO - Epoch [97][1140/1712] lr: 1.000e-04, eta: 1:48:38, time: 1.111, data_time: 0.005, memory: 5822, loss_cls: 2.9740, loss: 2.9740, grad_norm: 3.6906 2020-10-25 16:42:19,259 - mmaction - INFO - Epoch [97][1160/1712] lr: 1.000e-04, eta: 1:48:15, time: 1.078, data_time: 0.003, memory: 5822, loss_cls: 2.9274, loss: 2.9274, grad_norm: 3.6534 2020-10-25 16:42:41,617 - mmaction - INFO - Epoch [97][1180/1712] lr: 1.000e-04, eta: 1:47:53, time: 1.118, data_time: 0.005, memory: 5822, loss_cls: 2.9851, loss: 2.9851, grad_norm: 3.7457 2020-10-25 16:43:04,556 - mmaction - INFO - Epoch [97][1200/1712] lr: 1.000e-04, eta: 1:47:30, time: 1.143, data_time: 0.005, memory: 5822, loss_cls: 2.9782, loss: 2.9782, grad_norm: 3.7551 2020-10-25 16:43:26,601 - mmaction - INFO - Epoch [97][1220/1712] lr: 1.000e-04, eta: 1:47:07, time: 1.102, data_time: 0.008, memory: 5822, loss_cls: 2.9393, loss: 2.9393, grad_norm: 3.7614 2020-10-25 16:43:48,183 - mmaction - INFO - Epoch [97][1240/1712] lr: 1.000e-04, eta: 1:46:44, time: 1.082, data_time: 0.008, memory: 5822, loss_cls: 2.9960, loss: 2.9960, grad_norm: 3.8123 2020-10-25 16:44:09,776 - mmaction - INFO - Epoch [97][1260/1712] lr: 1.000e-04, eta: 1:46:21, time: 1.082, data_time: 0.004, memory: 5822, loss_cls: 2.9952, loss: 2.9952, grad_norm: 3.7230 2020-10-25 16:44:31,945 - mmaction - INFO - Epoch [97][1280/1712] lr: 1.000e-04, eta: 1:45:58, time: 1.108, data_time: 0.003, memory: 5822, loss_cls: 2.9874, loss: 2.9874, grad_norm: 3.7457 2020-10-25 16:44:53,538 - mmaction - INFO - Epoch [97][1300/1712] lr: 1.000e-04, eta: 1:45:35, time: 1.078, data_time: 0.003, memory: 5822, loss_cls: 2.9581, loss: 2.9581, grad_norm: 3.7703 2020-10-25 16:45:15,260 - mmaction - INFO - Epoch [97][1320/1712] lr: 1.000e-04, eta: 1:45:13, time: 1.086, data_time: 0.003, memory: 5822, loss_cls: 2.9198, loss: 2.9198, grad_norm: 3.6942 2020-10-25 16:45:36,915 - mmaction - INFO - Epoch [97][1340/1712] lr: 1.000e-04, eta: 1:44:50, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 2.9424, loss: 2.9424, grad_norm: 3.6832 2020-10-25 16:45:58,612 - mmaction - INFO - Epoch [97][1360/1712] lr: 1.000e-04, eta: 1:44:27, time: 1.085, data_time: 0.003, memory: 5822, loss_cls: 3.0188, loss: 3.0188, grad_norm: 3.7504 2020-10-25 16:46:20,033 - mmaction - INFO - Epoch [97][1380/1712] lr: 1.000e-04, eta: 1:44:04, time: 1.071, data_time: 0.000, memory: 5822, loss_cls: 2.9608, loss: 2.9608, grad_norm: 3.8249 2020-10-25 16:46:42,508 - mmaction - INFO - Epoch [97][1400/1712] lr: 1.000e-04, eta: 1:43:41, time: 1.123, data_time: 0.001, memory: 5822, loss_cls: 2.9986, loss: 2.9986, grad_norm: 3.7750 2020-10-25 16:47:05,258 - mmaction - INFO - Epoch [97][1420/1712] lr: 1.000e-04, eta: 1:43:18, time: 1.138, data_time: 0.002, memory: 5822, loss_cls: 2.9524, loss: 2.9524, grad_norm: 3.6580 2020-10-25 16:47:28,079 - mmaction - INFO - Epoch [97][1440/1712] lr: 1.000e-04, eta: 1:42:55, time: 1.139, data_time: 0.001, memory: 5822, loss_cls: 2.9467, loss: 2.9467, grad_norm: 3.6785 2020-10-25 16:47:50,265 - mmaction - INFO - Epoch [97][1460/1712] lr: 1.000e-04, eta: 1:42:32, time: 1.106, data_time: 0.011, memory: 5822, loss_cls: 3.0025, loss: 3.0025, grad_norm: 3.8498 2020-10-25 16:48:14,060 - mmaction - INFO - Epoch [97][1480/1712] lr: 1.000e-04, eta: 1:42:10, time: 1.193, data_time: 0.007, memory: 5822, loss_cls: 2.9720, loss: 2.9720, grad_norm: 3.7655 2020-10-25 16:48:36,257 - mmaction - INFO - Epoch [97][1500/1712] lr: 1.000e-04, eta: 1:41:47, time: 1.110, data_time: 0.003, memory: 5822, loss_cls: 2.9663, loss: 2.9663, grad_norm: 3.8009 2020-10-25 16:48:59,632 - mmaction - INFO - Epoch [97][1520/1712] lr: 1.000e-04, eta: 1:41:24, time: 1.169, data_time: 0.003, memory: 5822, loss_cls: 2.9381, loss: 2.9381, grad_norm: 3.6470 2020-10-25 16:49:22,075 - mmaction - INFO - Epoch [97][1540/1712] lr: 1.000e-04, eta: 1:41:01, time: 1.110, data_time: 0.005, memory: 5822, loss_cls: 2.9519, loss: 2.9519, grad_norm: 3.7652 2020-10-25 16:49:43,555 - mmaction - INFO - Epoch [97][1560/1712] lr: 1.000e-04, eta: 1:40:38, time: 1.085, data_time: 0.018, memory: 5822, loss_cls: 3.0095, loss: 3.0095, grad_norm: 3.8432 2020-10-25 16:50:06,414 - mmaction - INFO - Epoch [97][1580/1712] lr: 1.000e-04, eta: 1:40:15, time: 1.133, data_time: 0.004, memory: 5822, loss_cls: 2.9898, loss: 2.9898, grad_norm: 3.7497 2020-10-25 16:50:28,251 - mmaction - INFO - Epoch [97][1600/1712] lr: 1.000e-04, eta: 1:39:53, time: 1.104, data_time: 0.014, memory: 5822, loss_cls: 2.9223, loss: 2.9223, grad_norm: 3.7068 2020-10-25 16:50:50,936 - mmaction - INFO - Epoch [97][1620/1712] lr: 1.000e-04, eta: 1:39:30, time: 1.127, data_time: 0.002, memory: 5822, loss_cls: 2.9153, loss: 2.9153, grad_norm: 3.7183 2020-10-25 16:51:13,596 - mmaction - INFO - Epoch [97][1640/1712] lr: 1.000e-04, eta: 1:39:07, time: 1.136, data_time: 0.011, memory: 5822, loss_cls: 2.9698, loss: 2.9698, grad_norm: 3.7292 2020-10-25 16:51:34,941 - mmaction - INFO - Epoch [97][1660/1712] lr: 1.000e-04, eta: 1:38:44, time: 1.070, data_time: 0.007, memory: 5822, loss_cls: 2.9811, loss: 2.9811, grad_norm: 3.6985 2020-10-25 16:51:57,454 - mmaction - INFO - Epoch [97][1680/1712] lr: 1.000e-04, eta: 1:38:21, time: 1.126, data_time: 0.005, memory: 5822, loss_cls: 2.9943, loss: 2.9943, grad_norm: 3.7759 2020-10-25 16:52:20,028 - mmaction - INFO - Epoch [97][1700/1712] lr: 1.000e-04, eta: 1:37:58, time: 1.127, data_time: 0.005, memory: 5822, loss_cls: 2.9690, loss: 2.9690, grad_norm: 3.7439 2020-10-25 16:53:18,912 - mmaction - INFO - Epoch [98][20/1712] lr: 1.000e-04, eta: 1:37:22, time: 2.233, data_time: 1.730, memory: 5822, loss_cls: 2.9642, loss: 2.9642, grad_norm: 3.6960 2020-10-25 16:53:43,358 - mmaction - INFO - Epoch [98][40/1712] lr: 1.000e-04, eta: 1:36:59, time: 1.225, data_time: 0.496, memory: 5822, loss_cls: 3.0305, loss: 3.0305, grad_norm: 3.7912 2020-10-25 16:54:05,902 - mmaction - INFO - Epoch [98][60/1712] lr: 1.000e-04, eta: 1:36:36, time: 1.129, data_time: 0.312, memory: 5822, loss_cls: 2.9526, loss: 2.9526, grad_norm: 3.7149 2020-10-25 16:54:28,888 - mmaction - INFO - Epoch [98][80/1712] lr: 1.000e-04, eta: 1:36:14, time: 1.151, data_time: 0.534, memory: 5822, loss_cls: 2.9529, loss: 2.9529, grad_norm: 3.6570 2020-10-25 16:54:51,588 - mmaction - INFO - Epoch [98][100/1712] lr: 1.000e-04, eta: 1:35:51, time: 1.135, data_time: 0.536, memory: 5822, loss_cls: 2.9702, loss: 2.9702, grad_norm: 3.7353 2020-10-25 16:55:14,736 - mmaction - INFO - Epoch [98][120/1712] lr: 1.000e-04, eta: 1:35:28, time: 1.153, data_time: 0.531, memory: 5822, loss_cls: 2.9454, loss: 2.9454, grad_norm: 3.6218 2020-10-25 16:55:37,308 - mmaction - INFO - Epoch [98][140/1712] lr: 1.000e-04, eta: 1:35:05, time: 1.127, data_time: 0.489, memory: 5822, loss_cls: 2.9052, loss: 2.9052, grad_norm: 3.7195 2020-10-25 16:55:59,498 - mmaction - INFO - Epoch [98][160/1712] lr: 1.000e-04, eta: 1:34:42, time: 1.111, data_time: 0.495, memory: 5822, loss_cls: 2.9551, loss: 2.9551, grad_norm: 3.7244 2020-10-25 16:56:22,827 - mmaction - INFO - Epoch [98][180/1712] lr: 1.000e-04, eta: 1:34:19, time: 1.171, data_time: 0.483, memory: 5822, loss_cls: 2.9334, loss: 2.9334, grad_norm: 3.7290 2020-10-25 16:56:45,441 - mmaction - INFO - Epoch [98][200/1712] lr: 1.000e-04, eta: 1:33:56, time: 1.128, data_time: 0.502, memory: 5822, loss_cls: 2.9443, loss: 2.9443, grad_norm: 3.6895 2020-10-25 16:57:08,229 - mmaction - INFO - Epoch [98][220/1712] lr: 1.000e-04, eta: 1:33:34, time: 1.137, data_time: 0.497, memory: 5822, loss_cls: 2.9331, loss: 2.9331, grad_norm: 3.7304 2020-10-25 16:57:31,067 - mmaction - INFO - Epoch [98][240/1712] lr: 1.000e-04, eta: 1:33:11, time: 1.140, data_time: 0.519, memory: 5822, loss_cls: 2.9401, loss: 2.9401, grad_norm: 3.6565 2020-10-25 16:57:53,933 - mmaction - INFO - Epoch [98][260/1712] lr: 1.000e-04, eta: 1:32:48, time: 1.148, data_time: 0.520, memory: 5822, loss_cls: 2.9730, loss: 2.9730, grad_norm: 3.7205 2020-10-25 16:58:17,094 - mmaction - INFO - Epoch [98][280/1712] lr: 1.000e-04, eta: 1:32:25, time: 1.156, data_time: 0.553, memory: 5822, loss_cls: 2.9349, loss: 2.9349, grad_norm: 3.7118 2020-10-25 16:58:40,705 - mmaction - INFO - Epoch [98][300/1712] lr: 1.000e-04, eta: 1:32:02, time: 1.180, data_time: 0.553, memory: 5822, loss_cls: 2.9615, loss: 2.9615, grad_norm: 3.7968 2020-10-25 16:59:02,899 - mmaction - INFO - Epoch [98][320/1712] lr: 1.000e-04, eta: 1:31:39, time: 1.112, data_time: 0.525, memory: 5822, loss_cls: 2.9419, loss: 2.9419, grad_norm: 3.7501 2020-10-25 16:59:26,321 - mmaction - INFO - Epoch [98][340/1712] lr: 1.000e-04, eta: 1:31:17, time: 1.173, data_time: 0.620, memory: 5822, loss_cls: 3.0086, loss: 3.0086, grad_norm: 3.7891 2020-10-25 16:59:49,498 - mmaction - INFO - Epoch [98][360/1712] lr: 1.000e-04, eta: 1:30:54, time: 1.150, data_time: 0.541, memory: 5822, loss_cls: 2.9856, loss: 2.9856, grad_norm: 3.7989 2020-10-25 17:00:12,638 - mmaction - INFO - Epoch [98][380/1712] lr: 1.000e-04, eta: 1:30:31, time: 1.164, data_time: 0.566, memory: 5822, loss_cls: 2.9905, loss: 2.9905, grad_norm: 3.7591 2020-10-25 17:00:34,685 - mmaction - INFO - Epoch [98][400/1712] lr: 1.000e-04, eta: 1:30:08, time: 1.101, data_time: 0.509, memory: 5822, loss_cls: 2.9459, loss: 2.9459, grad_norm: 3.6551 2020-10-25 17:00:57,444 - mmaction - INFO - Epoch [98][420/1712] lr: 1.000e-04, eta: 1:29:45, time: 1.137, data_time: 0.558, memory: 5822, loss_cls: 2.9701, loss: 2.9701, grad_norm: 3.7482 2020-10-25 17:01:20,443 - mmaction - INFO - Epoch [98][440/1712] lr: 1.000e-04, eta: 1:29:22, time: 1.154, data_time: 0.530, memory: 5822, loss_cls: 2.9519, loss: 2.9519, grad_norm: 3.6868 2020-10-25 17:01:43,259 - mmaction - INFO - Epoch [98][460/1712] lr: 1.000e-04, eta: 1:29:00, time: 1.136, data_time: 0.513, memory: 5822, loss_cls: 2.9642, loss: 2.9642, grad_norm: 3.7849 2020-10-25 17:02:05,682 - mmaction - INFO - Epoch [98][480/1712] lr: 1.000e-04, eta: 1:28:37, time: 1.125, data_time: 0.535, memory: 5822, loss_cls: 2.9582, loss: 2.9582, grad_norm: 3.7015 2020-10-25 17:02:29,493 - mmaction - INFO - Epoch [98][500/1712] lr: 1.000e-04, eta: 1:28:14, time: 1.192, data_time: 0.562, memory: 5822, loss_cls: 2.9454, loss: 2.9454, grad_norm: 3.7139 2020-10-25 17:02:52,262 - mmaction - INFO - Epoch [98][520/1712] lr: 1.000e-04, eta: 1:27:51, time: 1.127, data_time: 0.489, memory: 5822, loss_cls: 2.9972, loss: 2.9972, grad_norm: 3.7706 2020-10-25 17:03:15,163 - mmaction - INFO - Epoch [98][540/1712] lr: 1.000e-04, eta: 1:27:28, time: 1.152, data_time: 0.542, memory: 5822, loss_cls: 2.9631, loss: 2.9631, grad_norm: 3.6988 2020-10-25 17:03:38,477 - mmaction - INFO - Epoch [98][560/1712] lr: 1.000e-04, eta: 1:27:05, time: 1.170, data_time: 0.537, memory: 5822, loss_cls: 3.0296, loss: 3.0296, grad_norm: 3.7846 2020-10-25 17:04:00,440 - mmaction - INFO - Epoch [98][580/1712] lr: 1.000e-04, eta: 1:26:43, time: 1.097, data_time: 0.490, memory: 5822, loss_cls: 2.9994, loss: 2.9994, grad_norm: 3.7976 2020-10-25 17:04:23,124 - mmaction - INFO - Epoch [98][600/1712] lr: 1.000e-04, eta: 1:26:20, time: 1.132, data_time: 0.523, memory: 5822, loss_cls: 3.0268, loss: 3.0268, grad_norm: 3.7805 2020-10-25 17:04:45,878 - mmaction - INFO - Epoch [98][620/1712] lr: 1.000e-04, eta: 1:25:57, time: 1.133, data_time: 0.522, memory: 5822, loss_cls: 2.9147, loss: 2.9147, grad_norm: 3.6433 2020-10-25 17:05:08,446 - mmaction - INFO - Epoch [98][640/1712] lr: 1.000e-04, eta: 1:25:34, time: 1.130, data_time: 0.522, memory: 5822, loss_cls: 2.9800, loss: 2.9800, grad_norm: 3.7107 2020-10-25 17:05:31,357 - mmaction - INFO - Epoch [98][660/1712] lr: 1.000e-04, eta: 1:25:11, time: 1.148, data_time: 0.571, memory: 5822, loss_cls: 2.9686, loss: 2.9686, grad_norm: 3.7551 2020-10-25 17:05:54,262 - mmaction - INFO - Epoch [98][680/1712] lr: 1.000e-04, eta: 1:24:48, time: 1.147, data_time: 0.560, memory: 5822, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.7895 2020-10-25 17:06:17,326 - mmaction - INFO - Epoch [98][700/1712] lr: 1.000e-04, eta: 1:24:25, time: 1.151, data_time: 0.483, memory: 5822, loss_cls: 2.9855, loss: 2.9855, grad_norm: 3.7497 2020-10-25 17:06:40,336 - mmaction - INFO - Epoch [98][720/1712] lr: 1.000e-04, eta: 1:24:03, time: 1.155, data_time: 0.511, memory: 5822, loss_cls: 2.9396, loss: 2.9396, grad_norm: 3.7146 2020-10-25 17:07:03,169 - mmaction - INFO - Epoch [98][740/1712] lr: 1.000e-04, eta: 1:23:40, time: 1.141, data_time: 0.533, memory: 5822, loss_cls: 2.9670, loss: 2.9670, grad_norm: 3.7798 2020-10-25 17:07:25,780 - mmaction - INFO - Epoch [98][760/1712] lr: 1.000e-04, eta: 1:23:17, time: 1.128, data_time: 0.525, memory: 5822, loss_cls: 2.9338, loss: 2.9338, grad_norm: 3.7231 2020-10-25 17:07:48,809 - mmaction - INFO - Epoch [98][780/1712] lr: 1.000e-04, eta: 1:22:54, time: 1.153, data_time: 0.506, memory: 5822, loss_cls: 2.9890, loss: 2.9890, grad_norm: 3.7340 2020-10-25 17:08:11,438 - mmaction - INFO - Epoch [98][800/1712] lr: 1.000e-04, eta: 1:22:31, time: 1.130, data_time: 0.532, memory: 5822, loss_cls: 2.9339, loss: 2.9339, grad_norm: 3.7712 2020-10-25 17:08:34,094 - mmaction - INFO - Epoch [98][820/1712] lr: 1.000e-04, eta: 1:22:08, time: 1.135, data_time: 0.517, memory: 5822, loss_cls: 2.9742, loss: 2.9742, grad_norm: 3.8198 2020-10-25 17:08:56,348 - mmaction - INFO - Epoch [98][840/1712] lr: 1.000e-04, eta: 1:21:46, time: 1.111, data_time: 0.518, memory: 5822, loss_cls: 2.9903, loss: 2.9903, grad_norm: 3.7441 2020-10-25 17:09:19,120 - mmaction - INFO - Epoch [98][860/1712] lr: 1.000e-04, eta: 1:21:23, time: 1.136, data_time: 0.550, memory: 5822, loss_cls: 3.0199, loss: 3.0199, grad_norm: 3.8034 2020-10-25 17:09:42,123 - mmaction - INFO - Epoch [98][880/1712] lr: 1.000e-04, eta: 1:21:00, time: 1.154, data_time: 0.509, memory: 5822, loss_cls: 3.0073, loss: 3.0073, grad_norm: 3.7585 2020-10-25 17:10:04,635 - mmaction - INFO - Epoch [98][900/1712] lr: 1.000e-04, eta: 1:20:37, time: 1.125, data_time: 0.545, memory: 5822, loss_cls: 2.9856, loss: 2.9856, grad_norm: 3.7506 2020-10-25 17:10:28,038 - mmaction - INFO - Epoch [98][920/1712] lr: 1.000e-04, eta: 1:20:14, time: 1.167, data_time: 0.563, memory: 5822, loss_cls: 2.9525, loss: 2.9525, grad_norm: 3.6194 2020-10-25 17:10:50,075 - mmaction - INFO - Epoch [98][940/1712] lr: 1.000e-04, eta: 1:19:51, time: 1.106, data_time: 0.500, memory: 5822, loss_cls: 3.0085, loss: 3.0085, grad_norm: 3.7012 2020-10-25 17:11:12,664 - mmaction - INFO - Epoch [98][960/1712] lr: 1.000e-04, eta: 1:19:29, time: 1.128, data_time: 0.506, memory: 5822, loss_cls: 2.9804, loss: 2.9804, grad_norm: 3.7291 2020-10-25 17:11:35,006 - mmaction - INFO - Epoch [98][980/1712] lr: 1.000e-04, eta: 1:19:06, time: 1.115, data_time: 0.497, memory: 5822, loss_cls: 2.9904, loss: 2.9904, grad_norm: 3.7598 2020-10-25 17:11:57,530 - mmaction - INFO - Epoch [98][1000/1712] lr: 1.000e-04, eta: 1:18:43, time: 1.130, data_time: 0.495, memory: 5822, loss_cls: 2.9753, loss: 2.9753, grad_norm: 3.7798 2020-10-25 17:12:20,707 - mmaction - INFO - Epoch [98][1020/1712] lr: 1.000e-04, eta: 1:18:20, time: 1.159, data_time: 0.548, memory: 5822, loss_cls: 2.8882, loss: 2.8882, grad_norm: 3.6374 2020-10-25 17:12:43,318 - mmaction - INFO - Epoch [98][1040/1712] lr: 1.000e-04, eta: 1:17:57, time: 1.130, data_time: 0.574, memory: 5822, loss_cls: 2.9415, loss: 2.9415, grad_norm: 3.7694 2020-10-25 17:13:06,843 - mmaction - INFO - Epoch [98][1060/1712] lr: 1.000e-04, eta: 1:17:34, time: 1.172, data_time: 0.583, memory: 5822, loss_cls: 2.9399, loss: 2.9399, grad_norm: 3.6343 2020-10-25 17:13:28,957 - mmaction - INFO - Epoch [98][1080/1712] lr: 1.000e-04, eta: 1:17:11, time: 1.109, data_time: 0.528, memory: 5822, loss_cls: 2.8977, loss: 2.8977, grad_norm: 3.6399 2020-10-25 17:13:52,362 - mmaction - INFO - Epoch [98][1100/1712] lr: 1.000e-04, eta: 1:16:49, time: 1.171, data_time: 0.582, memory: 5822, loss_cls: 2.9431, loss: 2.9431, grad_norm: 3.6908 2020-10-25 17:14:15,646 - mmaction - INFO - Epoch [98][1120/1712] lr: 1.000e-04, eta: 1:16:26, time: 1.160, data_time: 0.532, memory: 5822, loss_cls: 2.9716, loss: 2.9716, grad_norm: 3.7221 2020-10-25 17:14:37,576 - mmaction - INFO - Epoch [98][1140/1712] lr: 1.000e-04, eta: 1:16:03, time: 1.101, data_time: 0.504, memory: 5822, loss_cls: 2.9783, loss: 2.9783, grad_norm: 3.7468 2020-10-25 17:15:00,180 - mmaction - INFO - Epoch [98][1160/1712] lr: 1.000e-04, eta: 1:15:40, time: 1.128, data_time: 0.528, memory: 5822, loss_cls: 2.9492, loss: 2.9492, grad_norm: 3.6850 2020-10-25 17:15:22,742 - mmaction - INFO - Epoch [98][1180/1712] lr: 1.000e-04, eta: 1:15:17, time: 1.127, data_time: 0.502, memory: 5822, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.7874 2020-10-25 17:15:45,249 - mmaction - INFO - Epoch [98][1200/1712] lr: 1.000e-04, eta: 1:14:54, time: 1.124, data_time: 0.545, memory: 5822, loss_cls: 2.9932, loss: 2.9932, grad_norm: 3.7101 2020-10-25 17:16:07,730 - mmaction - INFO - Epoch [98][1220/1712] lr: 1.000e-04, eta: 1:14:32, time: 1.128, data_time: 0.500, memory: 5822, loss_cls: 2.9350, loss: 2.9350, grad_norm: 3.6623 2020-10-25 17:16:30,816 - mmaction - INFO - Epoch [98][1240/1712] lr: 1.000e-04, eta: 1:14:09, time: 1.153, data_time: 0.538, memory: 5822, loss_cls: 2.9893, loss: 2.9893, grad_norm: 3.6970 2020-10-25 17:16:53,630 - mmaction - INFO - Epoch [98][1260/1712] lr: 1.000e-04, eta: 1:13:46, time: 1.139, data_time: 0.557, memory: 5822, loss_cls: 2.9903, loss: 2.9903, grad_norm: 3.8414 2020-10-25 17:17:16,027 - mmaction - INFO - Epoch [98][1280/1712] lr: 1.000e-04, eta: 1:13:23, time: 1.123, data_time: 0.507, memory: 5822, loss_cls: 2.9456, loss: 2.9456, grad_norm: 3.6853 2020-10-25 17:17:38,850 - mmaction - INFO - Epoch [98][1300/1712] lr: 1.000e-04, eta: 1:13:00, time: 1.138, data_time: 0.521, memory: 5822, loss_cls: 3.0220, loss: 3.0220, grad_norm: 3.8459 2020-10-25 17:18:01,427 - mmaction - INFO - Epoch [98][1320/1712] lr: 1.000e-04, eta: 1:12:37, time: 1.133, data_time: 0.530, memory: 5822, loss_cls: 3.0022, loss: 3.0022, grad_norm: 3.7585 2020-10-25 17:18:24,114 - mmaction - INFO - Epoch [98][1340/1712] lr: 1.000e-04, eta: 1:12:15, time: 1.134, data_time: 0.540, memory: 5822, loss_cls: 2.9882, loss: 2.9882, grad_norm: 3.7748 2020-10-25 17:18:47,644 - mmaction - INFO - Epoch [98][1360/1712] lr: 1.000e-04, eta: 1:11:52, time: 1.175, data_time: 0.546, memory: 5822, loss_cls: 2.9430, loss: 2.9430, grad_norm: 3.7663 2020-10-25 17:19:10,869 - mmaction - INFO - Epoch [98][1380/1712] lr: 1.000e-04, eta: 1:11:29, time: 1.157, data_time: 0.572, memory: 5822, loss_cls: 3.0026, loss: 3.0026, grad_norm: 3.7522 2020-10-25 17:19:34,312 - mmaction - INFO - Epoch [98][1400/1712] lr: 1.000e-04, eta: 1:11:06, time: 1.172, data_time: 0.580, memory: 5822, loss_cls: 2.9818, loss: 2.9818, grad_norm: 3.7548 2020-10-25 17:19:57,775 - mmaction - INFO - Epoch [98][1420/1712] lr: 1.000e-04, eta: 1:10:43, time: 1.178, data_time: 0.557, memory: 5822, loss_cls: 2.9110, loss: 2.9110, grad_norm: 3.7380 2020-10-25 17:20:20,227 - mmaction - INFO - Epoch [98][1440/1712] lr: 1.000e-04, eta: 1:10:20, time: 1.123, data_time: 0.527, memory: 5822, loss_cls: 2.9587, loss: 2.9587, grad_norm: 3.7269 2020-10-25 17:20:43,190 - mmaction - INFO - Epoch [98][1460/1712] lr: 1.000e-04, eta: 1:09:58, time: 1.146, data_time: 0.561, memory: 5822, loss_cls: 2.9547, loss: 2.9547, grad_norm: 3.7157 2020-10-25 17:21:05,378 - mmaction - INFO - Epoch [98][1480/1712] lr: 1.000e-04, eta: 1:09:35, time: 1.111, data_time: 0.522, memory: 5822, loss_cls: 2.9473, loss: 2.9473, grad_norm: 3.7001 2020-10-25 17:21:28,373 - mmaction - INFO - Epoch [98][1500/1712] lr: 1.000e-04, eta: 1:09:12, time: 1.146, data_time: 0.538, memory: 5822, loss_cls: 2.9431, loss: 2.9431, grad_norm: 3.7233 2020-10-25 17:21:51,034 - mmaction - INFO - Epoch [98][1520/1712] lr: 1.000e-04, eta: 1:08:49, time: 1.131, data_time: 0.512, memory: 5822, loss_cls: 2.9895, loss: 2.9895, grad_norm: 3.7092 2020-10-25 17:22:13,920 - mmaction - INFO - Epoch [98][1540/1712] lr: 1.000e-04, eta: 1:08:26, time: 1.150, data_time: 0.528, memory: 5822, loss_cls: 2.9480, loss: 2.9480, grad_norm: 3.7047 2020-10-25 17:22:36,810 - mmaction - INFO - Epoch [98][1560/1712] lr: 1.000e-04, eta: 1:08:03, time: 1.146, data_time: 0.554, memory: 5822, loss_cls: 2.9780, loss: 2.9780, grad_norm: 3.7965 2020-10-25 17:23:00,240 - mmaction - INFO - Epoch [98][1580/1712] lr: 1.000e-04, eta: 1:07:40, time: 1.161, data_time: 0.595, memory: 5822, loss_cls: 2.9673, loss: 2.9673, grad_norm: 3.7605 2020-10-25 17:23:23,227 - mmaction - INFO - Epoch [98][1600/1712] lr: 1.000e-04, eta: 1:07:18, time: 1.157, data_time: 0.567, memory: 5822, loss_cls: 2.9221, loss: 2.9221, grad_norm: 3.7005 2020-10-25 17:23:45,958 - mmaction - INFO - Epoch [98][1620/1712] lr: 1.000e-04, eta: 1:06:55, time: 1.139, data_time: 0.545, memory: 5822, loss_cls: 2.9730, loss: 2.9730, grad_norm: 3.6747 2020-10-25 17:24:09,406 - mmaction - INFO - Epoch [98][1640/1712] lr: 1.000e-04, eta: 1:06:32, time: 1.171, data_time: 0.551, memory: 5822, loss_cls: 3.0176, loss: 3.0176, grad_norm: 3.7523 2020-10-25 17:24:32,578 - mmaction - INFO - Epoch [98][1660/1712] lr: 1.000e-04, eta: 1:06:09, time: 1.159, data_time: 0.569, memory: 5822, loss_cls: 2.9818, loss: 2.9818, grad_norm: 3.7631 2020-10-25 17:24:55,097 - mmaction - INFO - Epoch [98][1680/1712] lr: 1.000e-04, eta: 1:05:46, time: 1.127, data_time: 0.521, memory: 5822, loss_cls: 2.9408, loss: 2.9408, grad_norm: 3.7003 2020-10-25 17:25:17,485 - mmaction - INFO - Epoch [98][1700/1712] lr: 1.000e-04, eta: 1:05:23, time: 1.111, data_time: 0.495, memory: 5822, loss_cls: 2.9495, loss: 2.9495, grad_norm: 3.7742 2020-10-25 17:26:28,092 - mmaction - INFO - Epoch [99][20/1712] lr: 1.000e-04, eta: 1:04:47, time: 2.726, data_time: 1.941, memory: 5822, loss_cls: 2.9828, loss: 2.9828, grad_norm: 3.7921 2020-10-25 17:26:53,047 - mmaction - INFO - Epoch [99][40/1712] lr: 1.000e-04, eta: 1:04:24, time: 1.245, data_time: 0.349, memory: 5822, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.7324 2020-10-25 17:27:16,098 - mmaction - INFO - Epoch [99][60/1712] lr: 1.000e-04, eta: 1:04:02, time: 1.152, data_time: 0.009, memory: 5822, loss_cls: 2.9527, loss: 2.9527, grad_norm: 3.7999 2020-10-25 17:27:39,181 - mmaction - INFO - Epoch [99][80/1712] lr: 1.000e-04, eta: 1:03:39, time: 1.151, data_time: 0.004, memory: 5822, loss_cls: 2.9528, loss: 2.9528, grad_norm: 3.7001 2020-10-25 17:28:01,300 - mmaction - INFO - Epoch [99][100/1712] lr: 1.000e-04, eta: 1:03:16, time: 1.106, data_time: 0.007, memory: 5822, loss_cls: 2.9583, loss: 2.9583, grad_norm: 3.7263 2020-10-25 17:28:24,856 - mmaction - INFO - Epoch [99][120/1712] lr: 1.000e-04, eta: 1:02:53, time: 1.180, data_time: 0.007, memory: 5822, loss_cls: 2.9678, loss: 2.9678, grad_norm: 3.6821 2020-10-25 17:28:47,652 - mmaction - INFO - Epoch [99][140/1712] lr: 1.000e-04, eta: 1:02:30, time: 1.138, data_time: 0.005, memory: 5822, loss_cls: 3.0045, loss: 3.0045, grad_norm: 3.7723 2020-10-25 17:29:10,032 - mmaction - INFO - Epoch [99][160/1712] lr: 1.000e-04, eta: 1:02:07, time: 1.121, data_time: 0.010, memory: 5822, loss_cls: 2.9814, loss: 2.9814, grad_norm: 3.8243 2020-10-25 17:29:32,797 - mmaction - INFO - Epoch [99][180/1712] lr: 1.000e-04, eta: 1:01:45, time: 1.140, data_time: 0.006, memory: 5822, loss_cls: 2.9713, loss: 2.9713, grad_norm: 3.7564 2020-10-25 17:29:56,027 - mmaction - INFO - Epoch [99][200/1712] lr: 1.000e-04, eta: 1:01:22, time: 1.157, data_time: 0.005, memory: 5822, loss_cls: 3.0341, loss: 3.0341, grad_norm: 3.8273 2020-10-25 17:30:19,142 - mmaction - INFO - Epoch [99][220/1712] lr: 1.000e-04, eta: 1:00:59, time: 1.160, data_time: 0.008, memory: 5822, loss_cls: 3.0536, loss: 3.0536, grad_norm: 3.7235 2020-10-25 17:30:41,613 - mmaction - INFO - Epoch [99][240/1712] lr: 1.000e-04, eta: 1:00:36, time: 1.125, data_time: 0.003, memory: 5822, loss_cls: 2.9247, loss: 2.9247, grad_norm: 3.6213 2020-10-25 17:31:03,767 - mmaction - INFO - Epoch [99][260/1712] lr: 1.000e-04, eta: 1:00:13, time: 1.105, data_time: 0.008, memory: 5822, loss_cls: 2.9908, loss: 2.9908, grad_norm: 3.7689 2020-10-25 17:31:26,840 - mmaction - INFO - Epoch [99][280/1712] lr: 1.000e-04, eta: 0:59:50, time: 1.152, data_time: 0.004, memory: 5822, loss_cls: 3.0494, loss: 3.0494, grad_norm: 3.8117 2020-10-25 17:31:49,032 - mmaction - INFO - Epoch [99][300/1712] lr: 1.000e-04, eta: 0:59:27, time: 1.105, data_time: 0.005, memory: 5822, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.6724 2020-10-25 17:32:11,552 - mmaction - INFO - Epoch [99][320/1712] lr: 1.000e-04, eta: 0:59:05, time: 1.133, data_time: 0.011, memory: 5822, loss_cls: 2.9904, loss: 2.9904, grad_norm: 3.7226 2020-10-25 17:32:34,490 - mmaction - INFO - Epoch [99][340/1712] lr: 1.000e-04, eta: 0:58:42, time: 1.145, data_time: 0.003, memory: 5822, loss_cls: 2.9732, loss: 2.9732, grad_norm: 3.7702 2020-10-25 17:32:56,995 - mmaction - INFO - Epoch [99][360/1712] lr: 1.000e-04, eta: 0:58:19, time: 1.129, data_time: 0.007, memory: 5822, loss_cls: 2.9445, loss: 2.9445, grad_norm: 3.6348 2020-10-25 17:33:20,428 - mmaction - INFO - Epoch [99][380/1712] lr: 1.000e-04, eta: 0:57:56, time: 1.168, data_time: 0.001, memory: 5822, loss_cls: 2.9677, loss: 2.9677, grad_norm: 3.7036 2020-10-25 17:33:42,998 - mmaction - INFO - Epoch [99][400/1712] lr: 1.000e-04, eta: 0:57:33, time: 1.129, data_time: 0.007, memory: 5822, loss_cls: 2.9689, loss: 2.9689, grad_norm: 3.7899 2020-10-25 17:34:05,282 - mmaction - INFO - Epoch [99][420/1712] lr: 1.000e-04, eta: 0:57:10, time: 1.114, data_time: 0.009, memory: 5822, loss_cls: 2.9636, loss: 2.9636, grad_norm: 3.7310 2020-10-25 17:34:27,989 - mmaction - INFO - Epoch [99][440/1712] lr: 1.000e-04, eta: 0:56:48, time: 1.138, data_time: 0.005, memory: 5822, loss_cls: 2.9555, loss: 2.9555, grad_norm: 3.7289 2020-10-25 17:34:50,665 - mmaction - INFO - Epoch [99][460/1712] lr: 1.000e-04, eta: 0:56:25, time: 1.134, data_time: 0.005, memory: 5822, loss_cls: 2.9425, loss: 2.9425, grad_norm: 3.6685 2020-10-25 17:35:13,378 - mmaction - INFO - Epoch [99][480/1712] lr: 1.000e-04, eta: 0:56:02, time: 1.128, data_time: 0.004, memory: 5822, loss_cls: 2.9574, loss: 2.9574, grad_norm: 3.6798 2020-10-25 17:35:36,342 - mmaction - INFO - Epoch [99][500/1712] lr: 1.000e-04, eta: 0:55:39, time: 1.157, data_time: 0.010, memory: 5822, loss_cls: 2.9833, loss: 2.9833, grad_norm: 3.8021 2020-10-25 17:35:59,167 - mmaction - INFO - Epoch [99][520/1712] lr: 1.000e-04, eta: 0:55:16, time: 1.135, data_time: 0.002, memory: 5822, loss_cls: 2.9389, loss: 2.9389, grad_norm: 3.7595 2020-10-25 17:36:21,941 - mmaction - INFO - Epoch [99][540/1712] lr: 1.000e-04, eta: 0:54:53, time: 1.145, data_time: 0.009, memory: 5822, loss_cls: 3.0188, loss: 3.0188, grad_norm: 3.8174 2020-10-25 17:36:44,755 - mmaction - INFO - Epoch [99][560/1712] lr: 1.000e-04, eta: 0:54:31, time: 1.138, data_time: 0.003, memory: 5822, loss_cls: 2.9234, loss: 2.9234, grad_norm: 3.7159 2020-10-25 17:37:07,204 - mmaction - INFO - Epoch [99][580/1712] lr: 1.000e-04, eta: 0:54:08, time: 1.111, data_time: 0.005, memory: 5822, loss_cls: 2.9854, loss: 2.9854, grad_norm: 3.7827 2020-10-25 17:37:29,669 - mmaction - INFO - Epoch [99][600/1712] lr: 1.000e-04, eta: 0:53:45, time: 1.137, data_time: 0.020, memory: 5822, loss_cls: 2.9217, loss: 2.9217, grad_norm: 3.7455 2020-10-25 17:37:52,558 - mmaction - INFO - Epoch [99][620/1712] lr: 1.000e-04, eta: 0:53:22, time: 1.143, data_time: 0.004, memory: 5822, loss_cls: 2.9738, loss: 2.9738, grad_norm: 3.7368 2020-10-25 17:38:15,055 - mmaction - INFO - Epoch [99][640/1712] lr: 1.000e-04, eta: 0:52:59, time: 1.123, data_time: 0.005, memory: 5822, loss_cls: 2.9339, loss: 2.9339, grad_norm: 3.7142 2020-10-25 17:38:37,505 - mmaction - INFO - Epoch [99][660/1712] lr: 1.000e-04, eta: 0:52:36, time: 1.115, data_time: 0.005, memory: 5822, loss_cls: 2.9184, loss: 2.9184, grad_norm: 3.6239 2020-10-25 17:39:00,380 - mmaction - INFO - Epoch [99][680/1712] lr: 1.000e-04, eta: 0:52:13, time: 1.141, data_time: 0.014, memory: 5822, loss_cls: 2.9429, loss: 2.9429, grad_norm: 3.7054 2020-10-25 17:39:22,598 - mmaction - INFO - Epoch [99][700/1712] lr: 1.000e-04, eta: 0:51:51, time: 1.121, data_time: 0.017, memory: 5822, loss_cls: 2.9312, loss: 2.9312, grad_norm: 3.6833 2020-10-25 17:39:46,088 - mmaction - INFO - Epoch [99][720/1712] lr: 1.000e-04, eta: 0:51:28, time: 1.175, data_time: 0.008, memory: 5822, loss_cls: 2.9817, loss: 2.9817, grad_norm: 3.7964 2020-10-25 17:40:08,516 - mmaction - INFO - Epoch [99][740/1712] lr: 1.000e-04, eta: 0:51:05, time: 1.126, data_time: 0.007, memory: 5822, loss_cls: 2.9836, loss: 2.9836, grad_norm: 3.7713 2020-10-25 17:40:30,581 - mmaction - INFO - Epoch [99][760/1712] lr: 1.000e-04, eta: 0:50:42, time: 1.103, data_time: 0.001, memory: 5822, loss_cls: 2.9325, loss: 2.9325, grad_norm: 3.6929 2020-10-25 17:40:53,499 - mmaction - INFO - Epoch [99][780/1712] lr: 1.000e-04, eta: 0:50:19, time: 1.143, data_time: 0.003, memory: 5822, loss_cls: 2.9706, loss: 2.9706, grad_norm: 3.7531 2020-10-25 17:41:16,541 - mmaction - INFO - Epoch [99][800/1712] lr: 1.000e-04, eta: 0:49:56, time: 1.155, data_time: 0.005, memory: 5822, loss_cls: 2.9963, loss: 2.9963, grad_norm: 3.7396 2020-10-25 17:41:38,951 - mmaction - INFO - Epoch [99][820/1712] lr: 1.000e-04, eta: 0:49:34, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 2.9771, loss: 2.9771, grad_norm: 3.7013 2020-10-25 17:42:02,483 - mmaction - INFO - Epoch [99][840/1712] lr: 1.000e-04, eta: 0:49:11, time: 1.171, data_time: 0.005, memory: 5822, loss_cls: 2.9892, loss: 2.9892, grad_norm: 3.7804 2020-10-25 17:42:25,080 - mmaction - INFO - Epoch [99][860/1712] lr: 1.000e-04, eta: 0:48:48, time: 1.137, data_time: 0.009, memory: 5822, loss_cls: 2.9200, loss: 2.9200, grad_norm: 3.6782 2020-10-25 17:42:47,215 - mmaction - INFO - Epoch [99][880/1712] lr: 1.000e-04, eta: 0:48:25, time: 1.099, data_time: 0.006, memory: 5822, loss_cls: 2.9547, loss: 2.9547, grad_norm: 3.7716 2020-10-25 17:43:10,202 - mmaction - INFO - Epoch [99][900/1712] lr: 1.000e-04, eta: 0:48:02, time: 1.156, data_time: 0.011, memory: 5822, loss_cls: 2.9306, loss: 2.9306, grad_norm: 3.7256 2020-10-25 17:43:32,749 - mmaction - INFO - Epoch [99][920/1712] lr: 1.000e-04, eta: 0:47:39, time: 1.124, data_time: 0.004, memory: 5822, loss_cls: 3.0021, loss: 3.0021, grad_norm: 3.7534 2020-10-25 17:43:55,337 - mmaction - INFO - Epoch [99][940/1712] lr: 1.000e-04, eta: 0:47:16, time: 1.135, data_time: 0.010, memory: 5822, loss_cls: 2.9518, loss: 2.9518, grad_norm: 3.6477 2020-10-25 17:44:17,556 - mmaction - INFO - Epoch [99][960/1712] lr: 1.000e-04, eta: 0:46:54, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 2.9931, loss: 2.9931, grad_norm: 3.7238 2020-10-25 17:44:39,938 - mmaction - INFO - Epoch [99][980/1712] lr: 1.000e-04, eta: 0:46:31, time: 1.115, data_time: 0.009, memory: 5822, loss_cls: 2.9794, loss: 2.9794, grad_norm: 3.7616 2020-10-25 17:45:02,394 - mmaction - INFO - Epoch [99][1000/1712] lr: 1.000e-04, eta: 0:46:08, time: 1.134, data_time: 0.014, memory: 5822, loss_cls: 3.0056, loss: 3.0056, grad_norm: 3.7099 2020-10-25 17:45:24,408 - mmaction - INFO - Epoch [99][1020/1712] lr: 1.000e-04, eta: 0:45:45, time: 1.098, data_time: 0.001, memory: 5822, loss_cls: 3.0174, loss: 3.0174, grad_norm: 3.8189 2020-10-25 17:45:46,875 - mmaction - INFO - Epoch [99][1040/1712] lr: 1.000e-04, eta: 0:45:22, time: 1.126, data_time: 0.005, memory: 5822, loss_cls: 2.9008, loss: 2.9008, grad_norm: 3.6795 2020-10-25 17:46:09,532 - mmaction - INFO - Epoch [99][1060/1712] lr: 1.000e-04, eta: 0:44:59, time: 1.119, data_time: 0.003, memory: 5822, loss_cls: 2.9837, loss: 2.9837, grad_norm: 3.7141 2020-10-25 17:46:31,451 - mmaction - INFO - Epoch [99][1080/1712] lr: 1.000e-04, eta: 0:44:37, time: 1.110, data_time: 0.015, memory: 5822, loss_cls: 2.9509, loss: 2.9509, grad_norm: 3.8890 2020-10-25 17:46:53,560 - mmaction - INFO - Epoch [99][1100/1712] lr: 1.000e-04, eta: 0:44:14, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.8588 2020-10-25 17:47:15,596 - mmaction - INFO - Epoch [99][1120/1712] lr: 1.000e-04, eta: 0:43:51, time: 1.103, data_time: 0.004, memory: 5822, loss_cls: 3.0028, loss: 3.0028, grad_norm: 3.7922 2020-10-25 17:47:37,642 - mmaction - INFO - Epoch [99][1140/1712] lr: 1.000e-04, eta: 0:43:28, time: 1.098, data_time: 0.006, memory: 5822, loss_cls: 2.9544, loss: 2.9544, grad_norm: 3.7071 2020-10-25 17:48:00,206 - mmaction - INFO - Epoch [99][1160/1712] lr: 1.000e-04, eta: 0:43:05, time: 1.122, data_time: 0.010, memory: 5822, loss_cls: 3.0173, loss: 3.0173, grad_norm: 3.7551 2020-10-25 17:48:22,504 - mmaction - INFO - Epoch [99][1180/1712] lr: 1.000e-04, eta: 0:42:42, time: 1.120, data_time: 0.019, memory: 5822, loss_cls: 3.0063, loss: 3.0063, grad_norm: 3.7668 2020-10-25 17:48:44,985 - mmaction - INFO - Epoch [99][1200/1712] lr: 1.000e-04, eta: 0:42:19, time: 1.129, data_time: 0.008, memory: 5822, loss_cls: 2.9609, loss: 2.9609, grad_norm: 3.7027 2020-10-25 17:49:06,918 - mmaction - INFO - Epoch [99][1220/1712] lr: 1.000e-04, eta: 0:41:57, time: 1.095, data_time: 0.002, memory: 5822, loss_cls: 2.9545, loss: 2.9545, grad_norm: 3.7159 2020-10-25 17:49:29,013 - mmaction - INFO - Epoch [99][1240/1712] lr: 1.000e-04, eta: 0:41:34, time: 1.105, data_time: 0.003, memory: 5822, loss_cls: 3.0002, loss: 3.0002, grad_norm: 3.7920 2020-10-25 17:49:50,597 - mmaction - INFO - Epoch [99][1260/1712] lr: 1.000e-04, eta: 0:41:11, time: 1.080, data_time: 0.004, memory: 5822, loss_cls: 2.9570, loss: 2.9570, grad_norm: 3.8036 2020-10-25 17:50:13,220 - mmaction - INFO - Epoch [99][1280/1712] lr: 1.000e-04, eta: 0:40:48, time: 1.129, data_time: 0.002, memory: 5822, loss_cls: 3.0601, loss: 3.0601, grad_norm: 3.8548 2020-10-25 17:50:35,511 - mmaction - INFO - Epoch [99][1300/1712] lr: 1.000e-04, eta: 0:40:25, time: 1.115, data_time: 0.003, memory: 5822, loss_cls: 3.0007, loss: 3.0007, grad_norm: 3.7423 2020-10-25 17:50:58,346 - mmaction - INFO - Epoch [99][1320/1712] lr: 1.000e-04, eta: 0:40:02, time: 1.139, data_time: 0.004, memory: 5822, loss_cls: 3.0166, loss: 3.0166, grad_norm: 3.8173 2020-10-25 17:51:20,378 - mmaction - INFO - Epoch [99][1340/1712] lr: 1.000e-04, eta: 0:39:39, time: 1.104, data_time: 0.008, memory: 5822, loss_cls: 2.9382, loss: 2.9382, grad_norm: 3.7504 2020-10-25 17:51:43,074 - mmaction - INFO - Epoch [99][1360/1712] lr: 1.000e-04, eta: 0:39:17, time: 1.133, data_time: 0.005, memory: 5822, loss_cls: 2.8730, loss: 2.8730, grad_norm: 3.6633 2020-10-25 17:52:06,076 - mmaction - INFO - Epoch [99][1380/1712] lr: 1.000e-04, eta: 0:38:54, time: 1.148, data_time: 0.008, memory: 5822, loss_cls: 3.0271, loss: 3.0271, grad_norm: 3.7925 2020-10-25 17:52:27,506 - mmaction - INFO - Epoch [99][1400/1712] lr: 1.000e-04, eta: 0:38:31, time: 1.078, data_time: 0.010, memory: 5822, loss_cls: 2.9674, loss: 2.9674, grad_norm: 3.7103 2020-10-25 17:52:49,632 - mmaction - INFO - Epoch [99][1420/1712] lr: 1.000e-04, eta: 0:38:08, time: 1.097, data_time: 0.010, memory: 5822, loss_cls: 2.9650, loss: 2.9650, grad_norm: 3.6863 2020-10-25 17:53:12,200 - mmaction - INFO - Epoch [99][1440/1712] lr: 1.000e-04, eta: 0:37:45, time: 1.126, data_time: 0.014, memory: 5822, loss_cls: 2.9591, loss: 2.9591, grad_norm: 3.7985 2020-10-25 17:53:34,406 - mmaction - INFO - Epoch [99][1460/1712] lr: 1.000e-04, eta: 0:37:22, time: 1.122, data_time: 0.016, memory: 5822, loss_cls: 2.9512, loss: 2.9512, grad_norm: 3.7486 2020-10-25 17:53:56,470 - mmaction - INFO - Epoch [99][1480/1712] lr: 1.000e-04, eta: 0:37:00, time: 1.095, data_time: 0.002, memory: 5822, loss_cls: 2.9475, loss: 2.9475, grad_norm: 3.7248 2020-10-25 17:54:18,439 - mmaction - INFO - Epoch [99][1500/1712] lr: 1.000e-04, eta: 0:36:37, time: 1.105, data_time: 0.010, memory: 5822, loss_cls: 2.9330, loss: 2.9330, grad_norm: 3.7441 2020-10-25 17:54:41,282 - mmaction - INFO - Epoch [99][1520/1712] lr: 1.000e-04, eta: 0:36:14, time: 1.130, data_time: 0.005, memory: 5822, loss_cls: 2.9423, loss: 2.9423, grad_norm: 3.7644 2020-10-25 17:55:03,618 - mmaction - INFO - Epoch [99][1540/1712] lr: 1.000e-04, eta: 0:35:51, time: 1.125, data_time: 0.016, memory: 5822, loss_cls: 2.9873, loss: 2.9873, grad_norm: 3.8630 2020-10-25 17:55:25,848 - mmaction - INFO - Epoch [99][1560/1712] lr: 1.000e-04, eta: 0:35:28, time: 1.115, data_time: 0.006, memory: 5822, loss_cls: 2.9549, loss: 2.9549, grad_norm: 3.7949 2020-10-25 17:55:47,990 - mmaction - INFO - Epoch [99][1580/1712] lr: 1.000e-04, eta: 0:35:05, time: 1.102, data_time: 0.009, memory: 5822, loss_cls: 3.0118, loss: 3.0118, grad_norm: 3.8428 2020-10-25 17:56:10,279 - mmaction - INFO - Epoch [99][1600/1712] lr: 1.000e-04, eta: 0:34:42, time: 1.117, data_time: 0.008, memory: 5822, loss_cls: 2.9428, loss: 2.9428, grad_norm: 3.6871 2020-10-25 17:56:32,781 - mmaction - INFO - Epoch [99][1620/1712] lr: 1.000e-04, eta: 0:34:20, time: 1.126, data_time: 0.008, memory: 5822, loss_cls: 2.9391, loss: 2.9391, grad_norm: 3.7620 2020-10-25 17:56:54,439 - mmaction - INFO - Epoch [99][1640/1712] lr: 1.000e-04, eta: 0:33:57, time: 1.085, data_time: 0.004, memory: 5822, loss_cls: 2.9303, loss: 2.9303, grad_norm: 3.8077 2020-10-25 17:57:16,521 - mmaction - INFO - Epoch [99][1660/1712] lr: 1.000e-04, eta: 0:33:34, time: 1.100, data_time: 0.003, memory: 5822, loss_cls: 2.9869, loss: 2.9869, grad_norm: 3.7620 2020-10-25 17:57:38,332 - mmaction - INFO - Epoch [99][1680/1712] lr: 1.000e-04, eta: 0:33:11, time: 1.090, data_time: 0.005, memory: 5822, loss_cls: 2.9465, loss: 2.9465, grad_norm: 3.7696 2020-10-25 17:58:01,135 - mmaction - INFO - Epoch [99][1700/1712] lr: 1.000e-04, eta: 0:32:48, time: 1.144, data_time: 0.007, memory: 5822, loss_cls: 3.0087, loss: 3.0087, grad_norm: 3.8168 2020-10-25 17:59:01,632 - mmaction - INFO - Epoch [100][20/1712] lr: 1.000e-04, eta: 0:32:12, time: 2.278, data_time: 1.280, memory: 5822, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.8008 2020-10-25 17:59:25,258 - mmaction - INFO - Epoch [100][40/1712] lr: 1.000e-04, eta: 0:31:49, time: 1.184, data_time: 0.012, memory: 5822, loss_cls: 2.9261, loss: 2.9261, grad_norm: 3.7265 2020-10-25 17:59:48,483 - mmaction - INFO - Epoch [100][60/1712] lr: 1.000e-04, eta: 0:31:26, time: 1.152, data_time: 0.002, memory: 5822, loss_cls: 2.9493, loss: 2.9493, grad_norm: 3.7352 2020-10-25 18:00:12,055 - mmaction - INFO - Epoch [100][80/1712] lr: 1.000e-04, eta: 0:31:03, time: 1.179, data_time: 0.014, memory: 5822, loss_cls: 2.9463, loss: 2.9463, grad_norm: 3.7841 2020-10-25 18:00:34,712 - mmaction - INFO - Epoch [100][100/1712] lr: 1.000e-04, eta: 0:30:40, time: 1.140, data_time: 0.017, memory: 5822, loss_cls: 2.9366, loss: 2.9366, grad_norm: 3.7375 2020-10-25 18:00:57,509 - mmaction - INFO - Epoch [100][120/1712] lr: 1.000e-04, eta: 0:30:18, time: 1.140, data_time: 0.007, memory: 5822, loss_cls: 2.9741, loss: 2.9741, grad_norm: 3.6531 2020-10-25 18:01:20,634 - mmaction - INFO - Epoch [100][140/1712] lr: 1.000e-04, eta: 0:29:55, time: 1.150, data_time: 0.004, memory: 5822, loss_cls: 2.9477, loss: 2.9477, grad_norm: 3.7097 2020-10-25 18:01:43,415 - mmaction - INFO - Epoch [100][160/1712] lr: 1.000e-04, eta: 0:29:32, time: 1.141, data_time: 0.010, memory: 5822, loss_cls: 2.9819, loss: 2.9819, grad_norm: 3.7400 2020-10-25 18:02:06,098 - mmaction - INFO - Epoch [100][180/1712] lr: 1.000e-04, eta: 0:29:09, time: 1.134, data_time: 0.009, memory: 5822, loss_cls: 2.9065, loss: 2.9065, grad_norm: 3.7393 2020-10-25 18:02:27,769 - mmaction - INFO - Epoch [100][200/1712] lr: 1.000e-04, eta: 0:28:46, time: 1.089, data_time: 0.009, memory: 5822, loss_cls: 2.9756, loss: 2.9756, grad_norm: 3.7971 2020-10-25 18:02:50,029 - mmaction - INFO - Epoch [100][220/1712] lr: 1.000e-04, eta: 0:28:23, time: 1.114, data_time: 0.004, memory: 5822, loss_cls: 2.9592, loss: 2.9592, grad_norm: 3.7742 2020-10-25 18:03:12,079 - mmaction - INFO - Epoch [100][240/1712] lr: 1.000e-04, eta: 0:28:01, time: 1.100, data_time: 0.001, memory: 5822, loss_cls: 2.9684, loss: 2.9684, grad_norm: 3.7562 2020-10-25 18:03:34,456 - mmaction - INFO - Epoch [100][260/1712] lr: 1.000e-04, eta: 0:27:38, time: 1.120, data_time: 0.005, memory: 5822, loss_cls: 3.0207, loss: 3.0207, grad_norm: 3.7487 2020-10-25 18:03:56,760 - mmaction - INFO - Epoch [100][280/1712] lr: 1.000e-04, eta: 0:27:15, time: 1.114, data_time: 0.003, memory: 5822, loss_cls: 2.9922, loss: 2.9922, grad_norm: 3.8365 2020-10-25 18:04:18,991 - mmaction - INFO - Epoch [100][300/1712] lr: 1.000e-04, eta: 0:26:52, time: 1.107, data_time: 0.006, memory: 5822, loss_cls: 2.9916, loss: 2.9916, grad_norm: 3.7617 2020-10-25 18:04:41,218 - mmaction - INFO - Epoch [100][320/1712] lr: 1.000e-04, eta: 0:26:29, time: 1.116, data_time: 0.008, memory: 5822, loss_cls: 2.9778, loss: 2.9778, grad_norm: 3.7137 2020-10-25 18:05:03,118 - mmaction - INFO - Epoch [100][340/1712] lr: 1.000e-04, eta: 0:26:06, time: 1.092, data_time: 0.004, memory: 5822, loss_cls: 2.9493, loss: 2.9493, grad_norm: 3.8012 2020-10-25 18:05:25,674 - mmaction - INFO - Epoch [100][360/1712] lr: 1.000e-04, eta: 0:25:43, time: 1.126, data_time: 0.007, memory: 5822, loss_cls: 2.9901, loss: 2.9901, grad_norm: 3.7464 2020-10-25 18:05:48,207 - mmaction - INFO - Epoch [100][380/1712] lr: 1.000e-04, eta: 0:25:21, time: 1.125, data_time: 0.009, memory: 5822, loss_cls: 2.9902, loss: 2.9902, grad_norm: 3.8494 2020-10-25 18:06:10,789 - mmaction - INFO - Epoch [100][400/1712] lr: 1.000e-04, eta: 0:24:58, time: 1.135, data_time: 0.012, memory: 5822, loss_cls: 2.9584, loss: 2.9584, grad_norm: 3.7712 2020-10-25 18:06:32,606 - mmaction - INFO - Epoch [100][420/1712] lr: 1.000e-04, eta: 0:24:35, time: 1.093, data_time: 0.004, memory: 5822, loss_cls: 2.9703, loss: 2.9703, grad_norm: 3.7720 2020-10-25 18:06:54,354 - mmaction - INFO - Epoch [100][440/1712] lr: 1.000e-04, eta: 0:24:12, time: 1.087, data_time: 0.002, memory: 5822, loss_cls: 2.9548, loss: 2.9548, grad_norm: 3.7464 2020-10-25 18:07:17,038 - mmaction - INFO - Epoch [100][460/1712] lr: 1.000e-04, eta: 0:23:49, time: 1.132, data_time: 0.002, memory: 5822, loss_cls: 2.9685, loss: 2.9685, grad_norm: 3.7669 2020-10-25 18:07:39,098 - mmaction - INFO - Epoch [100][480/1712] lr: 1.000e-04, eta: 0:23:26, time: 1.101, data_time: 0.004, memory: 5822, loss_cls: 2.9925, loss: 2.9925, grad_norm: 3.8317 2020-10-25 18:08:00,927 - mmaction - INFO - Epoch [100][500/1712] lr: 1.000e-04, eta: 0:23:04, time: 1.095, data_time: 0.007, memory: 5822, loss_cls: 2.9977, loss: 2.9977, grad_norm: 3.7354 2020-10-25 18:08:23,542 - mmaction - INFO - Epoch [100][520/1712] lr: 1.000e-04, eta: 0:22:41, time: 1.129, data_time: 0.004, memory: 5822, loss_cls: 2.9184, loss: 2.9184, grad_norm: 3.6456 2020-10-25 18:08:46,368 - mmaction - INFO - Epoch [100][540/1712] lr: 1.000e-04, eta: 0:22:18, time: 1.144, data_time: 0.005, memory: 5822, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.7086 2020-10-25 18:09:08,299 - mmaction - INFO - Epoch [100][560/1712] lr: 1.000e-04, eta: 0:21:55, time: 1.096, data_time: 0.005, memory: 5822, loss_cls: 3.0112, loss: 3.0112, grad_norm: 3.7533 2020-10-25 18:09:30,250 - mmaction - INFO - Epoch [100][580/1712] lr: 1.000e-04, eta: 0:21:32, time: 1.098, data_time: 0.002, memory: 5822, loss_cls: 2.9707, loss: 2.9707, grad_norm: 3.7194 2020-10-25 18:09:52,906 - mmaction - INFO - Epoch [100][600/1712] lr: 1.000e-04, eta: 0:21:09, time: 1.133, data_time: 0.001, memory: 5822, loss_cls: 2.9750, loss: 2.9750, grad_norm: 3.7078 2020-10-25 18:10:14,937 - mmaction - INFO - Epoch [100][620/1712] lr: 1.000e-04, eta: 0:20:47, time: 1.099, data_time: 0.003, memory: 5822, loss_cls: 2.9646, loss: 2.9646, grad_norm: 3.7681 2020-10-25 18:10:37,797 - mmaction - INFO - Epoch [100][640/1712] lr: 1.000e-04, eta: 0:20:24, time: 1.132, data_time: 0.005, memory: 5822, loss_cls: 2.9536, loss: 2.9536, grad_norm: 3.7132 2020-10-25 18:11:00,414 - mmaction - INFO - Epoch [100][660/1712] lr: 1.000e-04, eta: 0:20:01, time: 1.137, data_time: 0.014, memory: 5822, loss_cls: 3.0245, loss: 3.0245, grad_norm: 3.7692 2020-10-25 18:11:22,890 - mmaction - INFO - Epoch [100][680/1712] lr: 1.000e-04, eta: 0:19:38, time: 1.129, data_time: 0.011, memory: 5822, loss_cls: 2.9812, loss: 2.9812, grad_norm: 3.6932 2020-10-25 18:11:45,019 - mmaction - INFO - Epoch [100][700/1712] lr: 1.000e-04, eta: 0:19:15, time: 1.102, data_time: 0.005, memory: 5822, loss_cls: 2.9266, loss: 2.9266, grad_norm: 3.6833 2020-10-25 18:12:07,353 - mmaction - INFO - Epoch [100][720/1712] lr: 1.000e-04, eta: 0:18:52, time: 1.117, data_time: 0.008, memory: 5822, loss_cls: 3.0206, loss: 3.0206, grad_norm: 3.7835 2020-10-25 18:12:29,407 - mmaction - INFO - Epoch [100][740/1712] lr: 1.000e-04, eta: 0:18:29, time: 1.107, data_time: 0.007, memory: 5822, loss_cls: 2.9546, loss: 2.9546, grad_norm: 3.7654 2020-10-25 18:12:51,822 - mmaction - INFO - Epoch [100][760/1712] lr: 1.000e-04, eta: 0:18:07, time: 1.122, data_time: 0.003, memory: 5822, loss_cls: 2.9837, loss: 2.9837, grad_norm: 3.7150 2020-10-25 18:13:14,285 - mmaction - INFO - Epoch [100][780/1712] lr: 1.000e-04, eta: 0:17:44, time: 1.123, data_time: 0.001, memory: 5822, loss_cls: 2.9335, loss: 2.9335, grad_norm: 3.7406 2020-10-25 18:13:36,951 - mmaction - INFO - Epoch [100][800/1712] lr: 1.000e-04, eta: 0:17:21, time: 1.132, data_time: 0.001, memory: 5822, loss_cls: 2.9387, loss: 2.9387, grad_norm: 3.6499 2020-10-25 18:13:59,556 - mmaction - INFO - Epoch [100][820/1712] lr: 1.000e-04, eta: 0:16:58, time: 1.130, data_time: 0.003, memory: 5822, loss_cls: 2.9182, loss: 2.9182, grad_norm: 3.6616 2020-10-25 18:14:21,971 - mmaction - INFO - Epoch [100][840/1712] lr: 1.000e-04, eta: 0:16:35, time: 1.111, data_time: 0.003, memory: 5822, loss_cls: 2.9591, loss: 2.9591, grad_norm: 3.7167 2020-10-25 18:14:44,138 - mmaction - INFO - Epoch [100][860/1712] lr: 1.000e-04, eta: 0:16:12, time: 1.120, data_time: 0.013, memory: 5822, loss_cls: 2.8874, loss: 2.8874, grad_norm: 3.6764 2020-10-25 18:15:06,946 - mmaction - INFO - Epoch [100][880/1712] lr: 1.000e-04, eta: 0:15:50, time: 1.138, data_time: 0.003, memory: 5822, loss_cls: 2.9466, loss: 2.9466, grad_norm: 3.6630 2020-10-25 18:15:29,655 - mmaction - INFO - Epoch [100][900/1712] lr: 1.000e-04, eta: 0:15:27, time: 1.133, data_time: 0.003, memory: 5822, loss_cls: 2.9799, loss: 2.9799, grad_norm: 3.7307 2020-10-25 18:15:51,548 - mmaction - INFO - Epoch [100][920/1712] lr: 1.000e-04, eta: 0:15:04, time: 1.097, data_time: 0.006, memory: 5822, loss_cls: 2.9324, loss: 2.9324, grad_norm: 3.6879 2020-10-25 18:16:13,707 - mmaction - INFO - Epoch [100][940/1712] lr: 1.000e-04, eta: 0:14:41, time: 1.099, data_time: 0.004, memory: 5822, loss_cls: 2.9775, loss: 2.9775, grad_norm: 3.7762 2020-10-25 18:16:35,632 - mmaction - INFO - Epoch [100][960/1712] lr: 1.000e-04, eta: 0:14:18, time: 1.107, data_time: 0.013, memory: 5822, loss_cls: 2.9638, loss: 2.9638, grad_norm: 3.8013 2020-10-25 18:16:58,044 - mmaction - INFO - Epoch [100][980/1712] lr: 1.000e-04, eta: 0:13:55, time: 1.117, data_time: 0.002, memory: 5822, loss_cls: 2.9628, loss: 2.9628, grad_norm: 3.7101 2020-10-25 18:17:20,559 - mmaction - INFO - Epoch [100][1000/1712] lr: 1.000e-04, eta: 0:13:33, time: 1.129, data_time: 0.005, memory: 5822, loss_cls: 2.9990, loss: 2.9990, grad_norm: 3.7642 2020-10-25 18:17:42,466 - mmaction - INFO - Epoch [100][1020/1712] lr: 1.000e-04, eta: 0:13:10, time: 1.094, data_time: 0.001, memory: 5822, loss_cls: 2.9744, loss: 2.9744, grad_norm: 3.7551 2020-10-25 18:18:04,989 - mmaction - INFO - Epoch [100][1040/1712] lr: 1.000e-04, eta: 0:12:47, time: 1.127, data_time: 0.003, memory: 5822, loss_cls: 2.9537, loss: 2.9537, grad_norm: 3.7626 2020-10-25 18:18:27,028 - mmaction - INFO - Epoch [100][1060/1712] lr: 1.000e-04, eta: 0:12:24, time: 1.102, data_time: 0.002, memory: 5822, loss_cls: 2.9327, loss: 2.9327, grad_norm: 3.7406 2020-10-25 18:18:48,957 - mmaction - INFO - Epoch [100][1080/1712] lr: 1.000e-04, eta: 0:12:01, time: 1.095, data_time: 0.001, memory: 5822, loss_cls: 2.9814, loss: 2.9814, grad_norm: 3.8115 2020-10-25 18:19:11,886 - mmaction - INFO - Epoch [100][1100/1712] lr: 1.000e-04, eta: 0:11:38, time: 1.147, data_time: 0.005, memory: 5822, loss_cls: 2.9474, loss: 2.9474, grad_norm: 3.7467 2020-10-25 18:19:33,962 - mmaction - INFO - Epoch [100][1120/1712] lr: 1.000e-04, eta: 0:11:15, time: 1.102, data_time: 0.003, memory: 5822, loss_cls: 2.9515, loss: 2.9515, grad_norm: 3.7602 2020-10-25 18:19:56,597 - mmaction - INFO - Epoch [100][1140/1712] lr: 1.000e-04, eta: 0:10:53, time: 1.135, data_time: 0.007, memory: 5822, loss_cls: 2.9658, loss: 2.9658, grad_norm: 3.7885 2020-10-25 18:20:19,383 - mmaction - INFO - Epoch [100][1160/1712] lr: 1.000e-04, eta: 0:10:30, time: 1.136, data_time: 0.002, memory: 5822, loss_cls: 2.9958, loss: 2.9958, grad_norm: 3.8312 2020-10-25 18:20:41,678 - mmaction - INFO - Epoch [100][1180/1712] lr: 1.000e-04, eta: 0:10:07, time: 1.106, data_time: 0.005, memory: 5822, loss_cls: 2.9583, loss: 2.9583, grad_norm: 3.7362 2020-10-25 18:21:03,754 - mmaction - INFO - Epoch [100][1200/1712] lr: 1.000e-04, eta: 0:09:44, time: 1.112, data_time: 0.015, memory: 5822, loss_cls: 2.9359, loss: 2.9359, grad_norm: 3.7246 2020-10-25 18:21:26,269 - mmaction - INFO - Epoch [100][1220/1712] lr: 1.000e-04, eta: 0:09:21, time: 1.129, data_time: 0.006, memory: 5822, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.7710 2020-10-25 18:21:48,318 - mmaction - INFO - Epoch [100][1240/1712] lr: 1.000e-04, eta: 0:08:58, time: 1.099, data_time: 0.002, memory: 5822, loss_cls: 3.0123, loss: 3.0123, grad_norm: 3.8146 2020-10-25 18:22:10,952 - mmaction - INFO - Epoch [100][1260/1712] lr: 1.000e-04, eta: 0:08:36, time: 1.121, data_time: 0.006, memory: 5822, loss_cls: 2.9674, loss: 2.9674, grad_norm: 3.6700 2020-10-25 18:22:32,925 - mmaction - INFO - Epoch [100][1280/1712] lr: 1.000e-04, eta: 0:08:13, time: 1.110, data_time: 0.018, memory: 5822, loss_cls: 2.9667, loss: 2.9667, grad_norm: 3.7917 2020-10-25 18:22:54,894 - mmaction - INFO - Epoch [100][1300/1712] lr: 1.000e-04, eta: 0:07:50, time: 1.100, data_time: 0.011, memory: 5822, loss_cls: 2.9609, loss: 2.9609, grad_norm: 3.7522 2020-10-25 18:23:17,614 - mmaction - INFO - Epoch [100][1320/1712] lr: 1.000e-04, eta: 0:07:27, time: 1.131, data_time: 0.006, memory: 5822, loss_cls: 2.9709, loss: 2.9709, grad_norm: 3.8177 2020-10-25 18:23:39,358 - mmaction - INFO - Epoch [100][1340/1712] lr: 1.000e-04, eta: 0:07:04, time: 1.096, data_time: 0.012, memory: 5822, loss_cls: 2.9656, loss: 2.9656, grad_norm: 3.7705 2020-10-25 18:24:01,125 - mmaction - INFO - Epoch [100][1360/1712] lr: 1.000e-04, eta: 0:06:41, time: 1.086, data_time: 0.004, memory: 5822, loss_cls: 2.9861, loss: 2.9861, grad_norm: 3.7630 2020-10-25 18:24:23,645 - mmaction - INFO - Epoch [100][1380/1712] lr: 1.000e-04, eta: 0:06:19, time: 1.127, data_time: 0.003, memory: 5822, loss_cls: 3.0060, loss: 3.0060, grad_norm: 3.7129 2020-10-25 18:24:46,185 - mmaction - INFO - Epoch [100][1400/1712] lr: 1.000e-04, eta: 0:05:56, time: 1.126, data_time: 0.003, memory: 5822, loss_cls: 2.9809, loss: 2.9809, grad_norm: 3.7531 2020-10-25 18:25:09,088 - mmaction - INFO - Epoch [100][1420/1712] lr: 1.000e-04, eta: 0:05:33, time: 1.146, data_time: 0.004, memory: 5822, loss_cls: 2.9404, loss: 2.9404, grad_norm: 3.6754 2020-10-25 18:25:31,464 - mmaction - INFO - Epoch [100][1440/1712] lr: 1.000e-04, eta: 0:05:10, time: 1.117, data_time: 0.004, memory: 5822, loss_cls: 2.9416, loss: 2.9416, grad_norm: 3.7198 2020-10-25 18:25:53,549 - mmaction - INFO - Epoch [100][1460/1712] lr: 1.000e-04, eta: 0:04:47, time: 1.107, data_time: 0.005, memory: 5822, loss_cls: 2.9610, loss: 2.9610, grad_norm: 3.7213 2020-10-25 18:26:15,679 - mmaction - INFO - Epoch [100][1480/1712] lr: 1.000e-04, eta: 0:04:24, time: 1.101, data_time: 0.003, memory: 5822, loss_cls: 2.9799, loss: 2.9799, grad_norm: 3.7321 2020-10-25 18:26:37,810 - mmaction - INFO - Epoch [100][1500/1712] lr: 1.000e-04, eta: 0:04:02, time: 1.112, data_time: 0.009, memory: 5822, loss_cls: 3.0162, loss: 3.0162, grad_norm: 3.8234 2020-10-25 18:27:00,985 - mmaction - INFO - Epoch [100][1520/1712] lr: 1.000e-04, eta: 0:03:39, time: 1.158, data_time: 0.003, memory: 5822, loss_cls: 2.9911, loss: 2.9911, grad_norm: 3.7600 2020-10-25 18:27:23,157 - mmaction - INFO - Epoch [100][1540/1712] lr: 1.000e-04, eta: 0:03:16, time: 1.104, data_time: 0.002, memory: 5822, loss_cls: 2.9728, loss: 2.9728, grad_norm: 3.7347 2020-10-25 18:27:45,458 - mmaction - INFO - Epoch [100][1560/1712] lr: 1.000e-04, eta: 0:02:53, time: 1.117, data_time: 0.006, memory: 5822, loss_cls: 2.9555, loss: 2.9555, grad_norm: 3.7064 2020-10-25 18:28:08,229 - mmaction - INFO - Epoch [100][1580/1712] lr: 1.000e-04, eta: 0:02:30, time: 1.134, data_time: 0.005, memory: 5822, loss_cls: 2.9580, loss: 2.9580, grad_norm: 3.6312 2020-10-25 18:28:30,967 - mmaction - INFO - Epoch [100][1600/1712] lr: 1.000e-04, eta: 0:02:07, time: 1.145, data_time: 0.011, memory: 5822, loss_cls: 2.9629, loss: 2.9629, grad_norm: 3.7109 2020-10-25 18:28:53,541 - mmaction - INFO - Epoch [100][1620/1712] lr: 1.000e-04, eta: 0:01:45, time: 1.129, data_time: 0.001, memory: 5822, loss_cls: 2.9878, loss: 2.9878, grad_norm: 3.7198 2020-10-25 18:29:15,193 - mmaction - INFO - Epoch [100][1640/1712] lr: 1.000e-04, eta: 0:01:22, time: 1.079, data_time: 0.005, memory: 5822, loss_cls: 2.9848, loss: 2.9848, grad_norm: 3.7617 2020-10-25 18:29:37,734 - mmaction - INFO - Epoch [100][1660/1712] lr: 1.000e-04, eta: 0:00:59, time: 1.130, data_time: 0.006, memory: 5822, loss_cls: 2.9422, loss: 2.9422, grad_norm: 3.6997 2020-10-25 18:29:59,968 - mmaction - INFO - Epoch [100][1680/1712] lr: 1.000e-04, eta: 0:00:36, time: 1.105, data_time: 0.004, memory: 5822, loss_cls: 2.9365, loss: 2.9365, grad_norm: 3.6540 2020-10-25 18:30:22,104 - mmaction - INFO - Epoch [100][1700/1712] lr: 1.000e-04, eta: 0:00:13, time: 1.104, data_time: 0.011, memory: 5822, loss_cls: 2.9892, loss: 2.9892, grad_norm: 3.7307 2020-10-25 18:30:49,518 - mmaction - INFO - Saving checkpoint at 100 epochs