2020-10-05 14:46:58,925 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.9 (default, Aug 31 2020, 12:42:55) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 8.0, V8.0.61 GCC: gcc (GCC) 5.3.0 PyTorch: 1.1.0 PyTorch compiling details: PyTorch built with: - GCC 4.9 - Intel(R) Math Kernel Library Version 2020.0.2 Product Build 20200624 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: 4.4.0 MMCV: 1.1.4 MMCV Compiler: n/a MMCV CUDA Compiler: n/a MMAction2: 0.5.0+9cd23e6 ------------------------------------------------------------ 2020-10-05 14:46:58,927 - mmaction - INFO - Distributed training: True 2020-10-05 14:46:58,927 - mmaction - INFO - Config: /mnt/lustre/tangjiaqi/ssn_final/mmaction2-r50/config/ssn_thumos14_rgb_r50_train.py # model training and testing settings train_cfg=dict( ssn=dict( assigner=dict( positive_iou_threshold=0.7, background_iou_threshold=0.01, incomplete_iou_threshold=0.3, background_coverage_threshold=0.02, incomplete_overlap_threshold=0.01), sampler=dict( num_per_video=8, positive_ratio=1, background_ratio=1, incomplete_ratio=6, add_gt_as_proposals=True), loss_weight=dict( comp_loss_weight=0.1, reg_loss_weight=0.1), debug=False)) test_cfg=dict( ssn=dict( sampler=dict( test_interval=6, batch_size=16), evaluater=dict( top_k=2000, nms=0.2, softmax_before_filter=True, cls_score_dict=None, cls_top_k=2))) # model settings model = dict( type='SSN', backbone=dict( type='ResNet', pretrained='torchvision://resnet50', depth=50, norm_eval=False, partial_bn=True), spatial_type='avg', dropout_ratio=0.8, loss_cls=dict(type='SSNLoss'), cls_head=dict( type='SSNHead', dropout_ratio=0., in_channels=2048, num_classes=20, consensus=dict( type='STPPTrain', stpp_stage=(1, 1, 1), num_segments_list=(2, 5, 2)), use_regression=True), train_cfg=train_cfg) # cls_head=dict( # type='SSNHead', # num_classes=20, # in_channels_activity=1024, # in_channels_complete=3072, # spatial_type='avg', # consensus=dict( # type='STPPTrain', # standalong_classifier=True, # stpp_cfg=(1, 1, 1), # num_seg=(2, 5, 2)), # dropout_ratio=0.5, # with_reg=True, # init_std=0.01)) # dataset settings dataset_type = 'SSNDataset' data_root = './data/thumos14/rawframes/' data_root_val = './data/thumos14/rawframes/' ann_file_train = 'data/thumos14/thumos14_tag_val_proposal_list.txt' # ann_file_train = 'data/thumos14/thumos14_tag_val_normalized_proposal_list.txt' ann_file_val = 'data/thumos14/thumos14_tag_val_proposal_list.txt' ann_file_test = 'data/thumos14/thumos14_tag_test_proposal_list.txt' img_norm_cfg = dict( mean=[104, 117, 128], std=[1, 1, 1], to_bgr=True) 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='SampleProposalFrames', clip_len=1, body_segments=5, aug_segments=(2, 2), aug_ratio=0.5), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(340, 256), keep_ratio=True), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), #dict(type='Pad', size_divisor=32), dict(type='FormatShape', input_format='NPTCHW'), dict( type='Collect', keys=['imgs', 'reg_targets', 'proposal_scale_factor', 'proposal_labels', 'proposal_type'], meta_keys=[]), dict( type='ToTensor', keys=['imgs', 'reg_targets', 'proposal_scale_factor', 'proposal_labels', 'proposal_type']) ] val_pipeline = [ dict( type='SampleProposalFrames', clip_len=1, body_segments=5, aug_segments=(2, 2), aug_ratio=0.5), dict(type='RawFrameDecode'), dict(type='Resize', scale=(340, 256), keep_ratio=True), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NPTCHW'), dict( type='Collect', keys=['imgs', 'reg_targets', 'proposal_scale_factor', 'proposal_labels', 'proposal_type'], meta_keys=[]), dict( type='ToTensor', keys=['imgs', 'reg_targets', 'proposal_scale_factor', 'proposal_labels', 'proposal_type']) ] test_pipeline = [ dict( type='SampleProposalFrames', clip_len=1, body_segments=5, aug_segments=(2, 2), aug_ratio=0.5, mode='test'), dict(type='RawFrameDecode'), dict(type='Resize', scale=(340, 256), keep_ratio=True), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict( type='Collect', keys=['imgs', 'relative_proposal_list', 'scale_factor_list', 'proposal_tick_list', 'reg_norm_consts'], meta_keys=[]), dict( type='ToTensor', keys=['imgs', 'relative_proposal_list', 'scale_factor_list', 'proposal_tick_list', 'reg_norm_consts']) ] data = dict( videos_per_gpu=1, workers_per_gpu=2, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, train_cfg=train_cfg, test_cfg=test_cfg, body_segments=5, aug_segments=(2, 2), aug_ratio=0.5, test_mode=False, verbose=True, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root, train_cfg=train_cfg, test_cfg=test_cfg, body_segments=5, aug_segments=(2, 2), aug_ratio=0.5, test_mode=False, pipeline=train_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root, img_norm_cfg=img_norm_cfg, train_cfg=train_cfg, test_cfg=test_cfg, aug_ratio=0.5, new_length=1, new_step=1, test_mode=True)) # optimizer optimizer = dict(type='SGD', lr=0.001, momentum=0.9, weight_decay=1e-6) optimizer_config = dict(grad_clip=dict(max_norm=35, norm_type=2)) # learning policy lr_config = dict( policy='step', step=[200, 400]) checkpoint_config = dict(interval=5) log_config = dict( interval=1, hooks=[ dict(type='TextLoggerHook'), ]) # runtime settings # evaluation = dict( # interval=1) total_epochs = 450 dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/ssn_resnet50_450e_thumos14_rgb' load_from = None resume_from = None workflow = [('train', 1)] find_unused_parameters = True 2020-10-05 14:47:13,286 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-10-05 14:47:15,755 - mmaction - INFO - 197 out of 1010 videos are valid. 2020-10-05 14:47:18,051 - mmaction - INFO - Compute regression target normalized constants 2020-10-05 14:47:19,152 - mmaction - INFO - SSNDataset: proposal file data/thumos14/thumos14_tag_val_proposal_list.txt parsed. There are 28080 usable proposals from 197 videos. 6632 positive proposals 17863 incomplete proposals 3585 background proposals Sample config: FG/BG/INCOMP: 1/1/6 # noqa:E501 Video Centric: True Regression Normalization Constants: Location: mean -0.02364 std 0.08470 # noqa: E501 Duration: mean -0.00487 std 0.19725 # noqa: E501 2020-10-05 14:47:20,056 - mmaction - INFO - Start running, host: tangjiaqi@SH-IDC1-10-5-30-200, work_dir: /mnt/lustre/tangjiaqi/ssn_final/mmaction2-r50/work_dirs/ssn_resnet50_450e_thumos14_rgb_1005 2020-10-05 14:47:20,056 - mmaction - INFO - workflow: [('train', 1)], max: 500 epochs 2020-10-05 14:47:20,080 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 14:50:34,181 - mmaction - INFO - Epoch [1][1/25] lr: 1.000e-03, eta: 28 days, 1:28:16, time: 193.975, data_time: 182.406, memory: 6170, loss_activity: 3.0524, loss_completeness: 0.1025, loss_reg: 0.0779, loss: 3.2328, grad_norm: 13.2538 2020-10-05 14:50:34,804 - mmaction - INFO - Epoch [1][2/25] lr: 1.000e-03, eta: 14 days, 1:52:25, time: 0.671, data_time: 0.204, memory: 6352, loss_activity: 2.9629, loss_completeness: 0.1045, loss_reg: 0.0266, loss: 3.0940, grad_norm: 12.5741 2020-10-05 14:50:35,274 - mmaction - INFO - Epoch [1][3/25] lr: 1.000e-03, eta: 9 days, 9:50:13, time: 0.524, data_time: 0.083, memory: 6352, loss_activity: 2.7463, loss_completeness: 0.1007, loss_reg: 0.0268, loss: 2.8738, grad_norm: 13.1512 2020-10-05 14:50:35,752 - mmaction - INFO - Epoch [1][4/25] lr: 1.000e-03, eta: 7 days, 1:46:51, time: 0.480, data_time: 0.029, memory: 6352, loss_activity: 2.5345, loss_completeness: 0.1053, loss_reg: 0.0293, loss: 2.6691, grad_norm: 12.0046 2020-10-05 14:50:36,232 - mmaction - INFO - Epoch [1][5/25] lr: 1.000e-03, eta: 5 days, 16:09:01, time: 0.485, data_time: 0.036, memory: 6352, loss_activity: 2.3153, loss_completeness: 0.1045, loss_reg: 0.0506, loss: 2.4704, grad_norm: 10.2255 2020-10-05 14:50:36,822 - mmaction - INFO - Epoch [1][6/25] lr: 1.000e-03, eta: 4 days, 17:47:03, time: 0.579, data_time: 0.021, memory: 6352, loss_activity: 2.2750, loss_completeness: 0.1025, loss_reg: 0.0240, loss: 2.4015, grad_norm: 9.7717 2020-10-05 14:50:37,324 - mmaction - INFO - Epoch [1][7/25] lr: 1.000e-03, eta: 4 days, 1:47:00, time: 0.528, data_time: 0.032, memory: 6352, loss_activity: 2.4825, loss_completeness: 0.1029, loss_reg: 0.0578, loss: 2.6432, grad_norm: 15.6138 2020-10-05 14:50:37,811 - mmaction - INFO - Epoch [1][8/25] lr: 1.000e-03, eta: 3 days, 13:45:50, time: 0.485, data_time: 0.016, memory: 6352, loss_activity: 2.5571, loss_completeness: 0.1065, loss_reg: 0.0491, loss: 2.7127, grad_norm: 17.2428 2020-10-05 14:50:38,495 - mmaction - INFO - Epoch [1][9/25] lr: 1.000e-03, eta: 3 days, 4:27:45, time: 0.607, data_time: 0.008, memory: 6352, loss_activity: 2.3661, loss_completeness: 0.1025, loss_reg: 0.0537, loss: 2.5223, grad_norm: 14.2832 2020-10-05 14:50:39,053 - mmaction - INFO - Epoch [1][10/25] lr: 1.000e-03, eta: 2 days, 21:01:41, time: 0.626, data_time: 0.126, memory: 6352, loss_activity: 2.3191, loss_completeness: 0.1022, loss_reg: 0.0378, loss: 2.4591, grad_norm: 11.2673 2020-10-05 14:50:39,566 - mmaction - INFO - Epoch [1][11/25] lr: 1.000e-03, eta: 2 days, 14:54:29, time: 0.508, data_time: 0.020, memory: 6352, loss_activity: 2.2694, loss_completeness: 0.1029, loss_reg: 0.0490, loss: 2.4213, grad_norm: 7.6855 2020-10-05 14:50:40,138 - mmaction - INFO - Epoch [1][12/25] lr: 1.000e-03, eta: 2 days, 9:49:09, time: 0.546, data_time: 0.020, memory: 6352, loss_activity: 2.2081, loss_completeness: 0.1021, loss_reg: 0.0236, loss: 2.3338, grad_norm: 6.7235 2020-10-05 14:50:40,812 - mmaction - INFO - Epoch [1][13/25] lr: 1.000e-03, eta: 2 days, 5:33:29, time: 0.715, data_time: 0.065, memory: 6352, loss_activity: 2.2310, loss_completeness: 0.1007, loss_reg: 0.0540, loss: 2.3857, grad_norm: 6.7768 2020-10-05 14:50:41,429 - mmaction - INFO - Epoch [1][14/25] lr: 1.000e-03, eta: 2 days, 1:51:34, time: 0.529, data_time: 0.005, memory: 6352, loss_activity: 2.2635, loss_completeness: 0.1008, loss_reg: 0.0651, loss: 2.4294, grad_norm: 6.5830 2020-10-05 14:50:41,921 - mmaction - INFO - Epoch [1][15/25] lr: 1.000e-03, eta: 1 day, 22:39:09, time: 0.521, data_time: 0.096, memory: 6352, loss_activity: 2.1812, loss_completeness: 0.1022, loss_reg: 0.0555, loss: 2.3389, grad_norm: 6.5540 2020-10-05 14:50:42,550 - mmaction - INFO - Epoch [1][16/25] lr: 1.000e-03, eta: 1 day, 19:52:02, time: 0.619, data_time: 0.065, memory: 6352, loss_activity: 2.2485, loss_completeness: 0.1027, loss_reg: 0.0718, loss: 2.4229, grad_norm: 6.3144 2020-10-05 14:50:43,015 - mmaction - INFO - Epoch [1][17/25] lr: 1.000e-03, eta: 1 day, 17:23:14, time: 0.508, data_time: 0.075, memory: 6352, loss_activity: 2.1419, loss_completeness: 0.1047, loss_reg: 0.0266, loss: 2.2731, grad_norm: 5.9632 2020-10-05 14:50:43,531 - mmaction - INFO - Epoch [1][18/25] lr: 1.000e-03, eta: 1 day, 15:11:12, time: 0.530, data_time: 0.035, memory: 6352, loss_activity: 2.2371, loss_completeness: 0.1016, loss_reg: 0.0909, loss: 2.4296, grad_norm: 6.2767 2020-10-05 14:50:44,190 - mmaction - INFO - Epoch [1][19/25] lr: 1.000e-03, eta: 1 day, 13:13:32, time: 0.571, data_time: 0.016, memory: 6352, loss_activity: 2.2112, loss_completeness: 0.1044, loss_reg: 0.0689, loss: 2.3845, grad_norm: 6.1170 2020-10-05 14:50:44,661 - mmaction - INFO - Epoch [1][20/25] lr: 1.000e-03, eta: 1 day, 11:27:29, time: 0.557, data_time: 0.139, memory: 6352, loss_activity: 2.1882, loss_completeness: 0.1023, loss_reg: 0.0495, loss: 2.3400, grad_norm: 6.2766 2020-10-05 14:50:45,366 - mmaction - INFO - Epoch [1][21/25] lr: 1.000e-03, eta: 1 day, 9:52:56, time: 0.698, data_time: 0.069, memory: 6352, loss_activity: 2.0940, loss_completeness: 0.1006, loss_reg: 0.0560, loss: 2.2506, grad_norm: 5.8722 2020-10-05 14:50:45,785 - mmaction - INFO - Epoch [1][22/25] lr: 1.000e-03, eta: 1 day, 8:24:31, time: 0.438, data_time: 0.026, memory: 6352, loss_activity: 2.1351, loss_completeness: 0.1024, loss_reg: 0.0815, loss: 2.3191, grad_norm: 6.4529 2020-10-05 14:50:46,196 - mmaction - INFO - Epoch [1][23/25] lr: 1.000e-03, eta: 1 day, 7:03:31, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 2.2341, loss_completeness: 0.1028, loss_reg: 0.0743, loss: 2.4111, grad_norm: 7.6639 2020-10-05 14:50:46,607 - mmaction - INFO - Epoch [1][24/25] lr: 1.000e-03, eta: 1 day, 5:49:17, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 2.2237, loss_completeness: 0.1017, loss_reg: 0.0454, loss: 2.3708, grad_norm: 7.2790 2020-10-05 14:50:47,016 - mmaction - INFO - Epoch [1][25/25] lr: 1.000e-03, eta: 1 day, 4:41:00, time: 0.412, data_time: 0.005, memory: 6352, loss_activity: 2.0622, loss_completeness: 0.1025, loss_reg: 0.0294, loss: 2.1940, grad_norm: 5.6041 2020-10-05 14:50:54,028 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 14:53:52,445 - mmaction - INFO - Epoch [2][1/25] lr: 1.000e-03, eta: 2 days, 3:20:30, time: 178.315, data_time: 172.484, memory: 6352, loss_activity: 2.0350, loss_completeness: 0.1013, loss_reg: 0.0959, loss: 2.2322, grad_norm: 5.4977 2020-10-05 14:53:53,153 - mmaction - INFO - Epoch [2][2/25] lr: 1.000e-03, eta: 2 days, 1:31:34, time: 0.700, data_time: 0.228, memory: 6352, loss_activity: 2.1614, loss_completeness: 0.1024, loss_reg: 0.0977, loss: 2.3616, grad_norm: 5.6497 2020-10-05 14:53:53,647 - mmaction - INFO - Epoch [2][3/25] lr: 1.000e-03, eta: 1 day, 23:49:13, time: 0.541, data_time: 0.116, memory: 6352, loss_activity: 2.0112, loss_completeness: 0.1039, loss_reg: 0.0325, loss: 2.1476, grad_norm: 5.4429 2020-10-05 14:53:54,175 - mmaction - INFO - Epoch [2][4/25] lr: 1.000e-03, eta: 1 day, 22:14:03, time: 0.557, data_time: 0.067, memory: 6352, loss_activity: 2.0796, loss_completeness: 0.1028, loss_reg: 0.0409, loss: 2.2233, grad_norm: 4.9209 2020-10-05 14:53:54,759 - mmaction - INFO - Epoch [2][5/25] lr: 1.000e-03, eta: 1 day, 20:45:35, time: 0.608, data_time: 0.048, memory: 6352, loss_activity: 2.0984, loss_completeness: 0.1010, loss_reg: 0.0702, loss: 2.2696, grad_norm: 5.3441 2020-10-05 14:53:55,320 - mmaction - INFO - Epoch [2][6/25] lr: 1.000e-03, eta: 1 day, 19:22:14, time: 0.522, data_time: 0.027, memory: 6352, loss_activity: 2.0482, loss_completeness: 0.1020, loss_reg: 0.0216, loss: 2.1719, grad_norm: 5.2820 2020-10-05 14:53:55,853 - mmaction - INFO - Epoch [2][7/25] lr: 1.000e-03, eta: 1 day, 18:03:57, time: 0.499, data_time: 0.053, memory: 6352, loss_activity: 2.0413, loss_completeness: 0.1013, loss_reg: 0.0157, loss: 2.1583, grad_norm: 4.9689 2020-10-05 14:53:56,407 - mmaction - INFO - Epoch [2][8/25] lr: 1.000e-03, eta: 1 day, 16:51:15, time: 0.630, data_time: 0.105, memory: 6352, loss_activity: 2.0875, loss_completeness: 0.1024, loss_reg: 0.0181, loss: 2.2080, grad_norm: 5.3230 2020-10-05 14:53:57,055 - mmaction - INFO - Epoch [2][9/25] lr: 1.000e-03, eta: 1 day, 15:42:26, time: 0.568, data_time: 0.023, memory: 6352, loss_activity: 1.9809, loss_completeness: 0.1022, loss_reg: 0.0476, loss: 2.1306, grad_norm: 5.8223 2020-10-05 14:53:57,594 - mmaction - INFO - Epoch [2][10/25] lr: 1.000e-03, eta: 1 day, 14:37:53, time: 0.625, data_time: 0.094, memory: 6352, loss_activity: 2.1766, loss_completeness: 0.1017, loss_reg: 0.0727, loss: 2.3510, grad_norm: 5.8720 2020-10-05 14:53:58,106 - mmaction - INFO - Epoch [2][11/25] lr: 1.000e-03, eta: 1 day, 13:36:16, time: 0.512, data_time: 0.010, memory: 6352, loss_activity: 2.1139, loss_completeness: 0.1019, loss_reg: 0.0198, loss: 2.2355, grad_norm: 6.2866 2020-10-05 14:53:58,626 - mmaction - INFO - Epoch [2][12/25] lr: 1.000e-03, eta: 1 day, 12:38:02, time: 0.520, data_time: 0.007, memory: 6352, loss_activity: 2.1607, loss_completeness: 0.1027, loss_reg: 0.0582, loss: 2.3216, grad_norm: 6.3265 2020-10-05 14:53:59,159 - mmaction - INFO - Epoch [2][13/25] lr: 1.000e-03, eta: 1 day, 11:42:55, time: 0.532, data_time: 0.006, memory: 6352, loss_activity: 1.9301, loss_completeness: 0.1015, loss_reg: 0.0888, loss: 2.1204, grad_norm: 6.7552 2020-10-05 14:53:59,799 - mmaction - INFO - Epoch [2][14/25] lr: 1.000e-03, eta: 1 day, 10:50:52, time: 0.575, data_time: 0.015, memory: 6352, loss_activity: 2.1780, loss_completeness: 0.1035, loss_reg: 0.0245, loss: 2.3061, grad_norm: 6.7088 2020-10-05 14:54:00,314 - mmaction - INFO - Epoch [2][15/25] lr: 1.000e-03, eta: 1 day, 10:01:20, time: 0.558, data_time: 0.112, memory: 6352, loss_activity: 2.2384, loss_completeness: 0.1031, loss_reg: 0.0675, loss: 2.4090, grad_norm: 5.9845 2020-10-05 14:54:00,855 - mmaction - INFO - Epoch [2][16/25] lr: 1.000e-03, eta: 1 day, 9:14:08, time: 0.543, data_time: 0.070, memory: 6352, loss_activity: 2.2224, loss_completeness: 0.1009, loss_reg: 0.0639, loss: 2.3872, grad_norm: 6.8956 2020-10-05 14:54:01,531 - mmaction - INFO - Epoch [2][17/25] lr: 1.000e-03, eta: 1 day, 8:29:24, time: 0.587, data_time: 0.031, memory: 6352, loss_activity: 2.1015, loss_completeness: 0.1023, loss_reg: 0.0576, loss: 2.2614, grad_norm: 5.4043 2020-10-05 14:54:01,987 - mmaction - INFO - Epoch [2][18/25] lr: 1.000e-03, eta: 1 day, 7:46:33, time: 0.546, data_time: 0.115, memory: 6352, loss_activity: 2.1242, loss_completeness: 0.1013, loss_reg: 0.0666, loss: 2.2921, grad_norm: 6.1425 2020-10-05 14:54:02,602 - mmaction - INFO - Epoch [2][19/25] lr: 1.000e-03, eta: 1 day, 7:05:37, time: 0.540, data_time: 0.032, memory: 6352, loss_activity: 2.1579, loss_completeness: 0.1018, loss_reg: 0.0316, loss: 2.2913, grad_norm: 5.8445 2020-10-05 14:54:03,252 - mmaction - INFO - Epoch [2][20/25] lr: 1.000e-03, eta: 1 day, 6:27:03, time: 0.660, data_time: 0.154, memory: 6352, loss_activity: 2.1442, loss_completeness: 0.1017, loss_reg: 0.0556, loss: 2.3015, grad_norm: 5.8541 2020-10-05 14:54:03,821 - mmaction - INFO - Epoch [2][21/25] lr: 1.000e-03, eta: 1 day, 5:50:09, time: 0.654, data_time: 0.161, memory: 6352, loss_activity: 2.2152, loss_completeness: 0.1031, loss_reg: 0.0559, loss: 2.3742, grad_norm: 5.8873 2020-10-05 14:54:04,300 - mmaction - INFO - Epoch [2][22/25] lr: 1.000e-03, eta: 1 day, 5:14:00, time: 0.474, data_time: 0.017, memory: 6352, loss_activity: 2.1626, loss_completeness: 0.1019, loss_reg: 0.0266, loss: 2.2911, grad_norm: 6.6286 2020-10-05 14:54:04,724 - mmaction - INFO - Epoch [2][23/25] lr: 1.000e-03, eta: 1 day, 4:39:11, time: 0.430, data_time: 0.012, memory: 6352, loss_activity: 2.1429, loss_completeness: 0.1027, loss_reg: 0.0675, loss: 2.3130, grad_norm: 5.4940 2020-10-05 14:54:05,134 - mmaction - INFO - Epoch [2][24/25] lr: 1.000e-03, eta: 1 day, 4:05:42, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 2.1825, loss_completeness: 0.1018, loss_reg: 0.0561, loss: 2.3403, grad_norm: 5.5075 2020-10-05 14:54:05,546 - mmaction - INFO - Epoch [2][25/25] lr: 1.000e-03, eta: 1 day, 3:33:33, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 2.0896, loss_completeness: 0.1016, loss_reg: 0.0838, loss: 2.2750, grad_norm: 6.8975 2020-10-05 14:54:12,746 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 14:57:08,847 - mmaction - INFO - Epoch [3][1/25] lr: 1.000e-03, eta: 1 day, 14:57:07, time: 176.021, data_time: 172.799, memory: 6352, loss_activity: 2.0426, loss_completeness: 0.1021, loss_reg: 0.0575, loss: 2.2022, grad_norm: 5.6879 2020-10-05 14:57:09,507 - mmaction - INFO - Epoch [3][2/25] lr: 1.000e-03, eta: 1 day, 14:14:40, time: 0.674, data_time: 0.191, memory: 6352, loss_activity: 2.2244, loss_completeness: 0.1024, loss_reg: 0.0614, loss: 2.3883, grad_norm: 6.1840 2020-10-05 14:57:10,068 - mmaction - INFO - Epoch [3][3/25] lr: 1.000e-03, eta: 1 day, 13:33:18, time: 0.536, data_time: 0.088, memory: 6352, loss_activity: 2.0747, loss_completeness: 0.1013, loss_reg: 0.0467, loss: 2.2227, grad_norm: 6.0586 2020-10-05 14:57:10,516 - mmaction - INFO - Epoch [3][4/25] lr: 1.000e-03, eta: 1 day, 12:53:22, time: 0.513, data_time: 0.099, memory: 6352, loss_activity: 1.9655, loss_completeness: 0.1018, loss_reg: 0.0517, loss: 2.1191, grad_norm: 5.6182 2020-10-05 14:57:11,006 - mmaction - INFO - Epoch [3][5/25] lr: 1.000e-03, eta: 1 day, 12:14:51, time: 0.505, data_time: 0.030, memory: 6352, loss_activity: 2.1155, loss_completeness: 0.1025, loss_reg: 0.1056, loss: 2.3235, grad_norm: 6.0762 2020-10-05 14:57:11,670 - mmaction - INFO - Epoch [3][6/25] lr: 1.000e-03, eta: 1 day, 11:38:03, time: 0.598, data_time: 0.012, memory: 6352, loss_activity: 2.0588, loss_completeness: 0.1012, loss_reg: 0.0507, loss: 2.2107, grad_norm: 5.1273 2020-10-05 14:57:12,242 - mmaction - INFO - Epoch [3][7/25] lr: 1.000e-03, eta: 1 day, 11:02:43, time: 0.644, data_time: 0.089, memory: 6352, loss_activity: 2.0721, loss_completeness: 0.1010, loss_reg: 0.0502, loss: 2.2234, grad_norm: 6.7938 2020-10-05 14:57:12,746 - mmaction - INFO - Epoch [3][8/25] lr: 1.000e-03, eta: 1 day, 10:28:03, time: 0.491, data_time: 0.025, memory: 6352, loss_activity: 2.0391, loss_completeness: 0.1042, loss_reg: 0.0222, loss: 2.1655, grad_norm: 6.0514 2020-10-05 14:57:13,360 - mmaction - INFO - Epoch [3][9/25] lr: 1.000e-03, eta: 1 day, 9:54:47, time: 0.553, data_time: 0.027, memory: 6352, loss_activity: 1.9545, loss_completeness: 0.1025, loss_reg: 0.0395, loss: 2.0965, grad_norm: 5.6505 2020-10-05 14:57:13,897 - mmaction - INFO - Epoch [3][10/25] lr: 1.000e-03, eta: 1 day, 9:22:42, time: 0.578, data_time: 0.101, memory: 6352, loss_activity: 2.0261, loss_completeness: 0.1026, loss_reg: 0.0942, loss: 2.2229, grad_norm: 5.7659 2020-10-05 14:57:14,474 - mmaction - INFO - Epoch [3][11/25] lr: 1.000e-03, eta: 1 day, 8:51:30, time: 0.523, data_time: 0.045, memory: 6352, loss_activity: 2.0671, loss_completeness: 0.1028, loss_reg: 0.0756, loss: 2.2455, grad_norm: 5.6130 2020-10-05 14:57:14,965 - mmaction - INFO - Epoch [3][12/25] lr: 1.000e-03, eta: 1 day, 8:21:29, time: 0.580, data_time: 0.137, memory: 6352, loss_activity: 2.0580, loss_completeness: 0.1018, loss_reg: 0.0506, loss: 2.2104, grad_norm: 5.7720 2020-10-05 14:57:15,469 - mmaction - INFO - Epoch [3][13/25] lr: 1.000e-03, eta: 1 day, 7:52:08, time: 0.496, data_time: 0.006, memory: 6352, loss_activity: 1.9259, loss_completeness: 0.1023, loss_reg: 0.0366, loss: 2.0648, grad_norm: 5.0630 2020-10-05 14:57:16,011 - mmaction - INFO - Epoch [3][14/25] lr: 1.000e-03, eta: 1 day, 7:23:50, time: 0.532, data_time: 0.011, memory: 6352, loss_activity: 2.0043, loss_completeness: 0.1012, loss_reg: 0.0752, loss: 2.1808, grad_norm: 6.4339 2020-10-05 14:57:16,636 - mmaction - INFO - Epoch [3][15/25] lr: 1.000e-03, eta: 1 day, 6:56:29, time: 0.559, data_time: 0.033, memory: 6352, loss_activity: 1.9719, loss_completeness: 0.1025, loss_reg: 0.0722, loss: 2.1466, grad_norm: 5.5972 2020-10-05 14:57:17,183 - mmaction - INFO - Epoch [3][16/25] lr: 1.000e-03, eta: 1 day, 6:30:03, time: 0.587, data_time: 0.094, memory: 6352, loss_activity: 2.0600, loss_completeness: 0.1013, loss_reg: 0.0302, loss: 2.1915, grad_norm: 9.4266 2020-10-05 14:57:17,772 - mmaction - INFO - Epoch [3][17/25] lr: 1.000e-03, eta: 1 day, 6:04:13, time: 0.525, data_time: 0.049, memory: 6352, loss_activity: 1.9710, loss_completeness: 0.1026, loss_reg: 0.0908, loss: 2.1644, grad_norm: 5.6274 2020-10-05 14:57:18,247 - mmaction - INFO - Epoch [3][18/25] lr: 1.000e-03, eta: 1 day, 5:39:18, time: 0.577, data_time: 0.112, memory: 6352, loss_activity: 2.0107, loss_completeness: 0.1023, loss_reg: 0.0632, loss: 2.1763, grad_norm: 5.9658 2020-10-05 14:57:18,776 - mmaction - INFO - Epoch [3][19/25] lr: 1.000e-03, eta: 1 day, 5:14:56, time: 0.522, data_time: 0.011, memory: 6352, loss_activity: 2.0770, loss_completeness: 0.1016, loss_reg: 0.0490, loss: 2.2276, grad_norm: 6.0552 2020-10-05 14:57:19,331 - mmaction - INFO - Epoch [3][20/25] lr: 1.000e-03, eta: 1 day, 4:51:19, time: 0.537, data_time: 0.017, memory: 6352, loss_activity: 2.0050, loss_completeness: 0.1017, loss_reg: 0.0588, loss: 2.1655, grad_norm: 5.8091 2020-10-05 14:57:19,972 - mmaction - INFO - Epoch [3][21/25] lr: 1.000e-03, eta: 1 day, 4:28:40, time: 0.638, data_time: 0.122, memory: 6352, loss_activity: 2.1477, loss_completeness: 0.1012, loss_reg: 0.0466, loss: 2.2954, grad_norm: 6.3246 2020-10-05 14:57:20,499 - mmaction - INFO - Epoch [3][22/25] lr: 1.000e-03, eta: 1 day, 4:06:24, time: 0.560, data_time: 0.086, memory: 6352, loss_activity: 1.9566, loss_completeness: 0.1019, loss_reg: 0.0649, loss: 2.1234, grad_norm: 6.0564 2020-10-05 14:57:20,910 - mmaction - INFO - Epoch [3][23/25] lr: 1.000e-03, eta: 1 day, 3:44:20, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 1.9324, loss_completeness: 0.1015, loss_reg: 0.0589, loss: 2.0928, grad_norm: 5.8691 2020-10-05 14:57:21,322 - mmaction - INFO - Epoch [3][24/25] lr: 1.000e-03, eta: 1 day, 3:22:52, time: 0.412, data_time: 0.009, memory: 6352, loss_activity: 2.2380, loss_completeness: 0.1039, loss_reg: 0.0511, loss: 2.3929, grad_norm: 6.7226 2020-10-05 14:57:21,734 - mmaction - INFO - Epoch [3][25/25] lr: 1.000e-03, eta: 1 day, 3:01:58, time: 0.412, data_time: 0.005, memory: 6352, loss_activity: 2.0860, loss_completeness: 0.1022, loss_reg: 0.0224, loss: 2.2105, grad_norm: 6.5230 2020-10-05 14:57:28,424 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:00:53,991 - mmaction - INFO - Epoch [4][1/25] lr: 1.000e-03, eta: 1 day, 12:00:01, time: 205.364, data_time: 197.880, memory: 6352, loss_activity: 2.1253, loss_completeness: 0.1013, loss_reg: 0.0302, loss: 2.2568, grad_norm: 7.4592 2020-10-05 15:00:54,633 - mmaction - INFO - Epoch [4][2/25] lr: 1.000e-03, eta: 1 day, 11:34:00, time: 0.819, data_time: 0.356, memory: 6352, loss_activity: 1.8863, loss_completeness: 0.1012, loss_reg: 0.0420, loss: 2.0295, grad_norm: 6.4781 2020-10-05 15:00:55,205 - mmaction - INFO - Epoch [4][3/25] lr: 1.000e-03, eta: 1 day, 11:08:01, time: 0.579, data_time: 0.032, memory: 6352, loss_activity: 2.0085, loss_completeness: 0.1041, loss_reg: 0.0774, loss: 2.1901, grad_norm: 6.2365 2020-10-05 15:00:55,756 - mmaction - INFO - Epoch [4][4/25] lr: 1.000e-03, eta: 1 day, 10:42:29, time: 0.503, data_time: 0.023, memory: 6352, loss_activity: 1.8063, loss_completeness: 0.1016, loss_reg: 0.0453, loss: 1.9532, grad_norm: 6.2951 2020-10-05 15:00:56,307 - mmaction - INFO - Epoch [4][5/25] lr: 1.000e-03, eta: 1 day, 10:17:51, time: 0.605, data_time: 0.071, memory: 6352, loss_activity: 1.9763, loss_completeness: 0.1007, loss_reg: 0.0631, loss: 2.1401, grad_norm: 5.8668 2020-10-05 15:00:56,857 - mmaction - INFO - Epoch [4][6/25] lr: 1.000e-03, eta: 1 day, 9:53:28, time: 0.467, data_time: 0.020, memory: 6352, loss_activity: 2.1967, loss_completeness: 0.1021, loss_reg: 0.0580, loss: 2.3568, grad_norm: 6.7944 2020-10-05 15:00:57,407 - mmaction - INFO - Epoch [4][7/25] lr: 1.000e-03, eta: 1 day, 9:30:02, time: 0.604, data_time: 0.103, memory: 6352, loss_activity: 2.0678, loss_completeness: 0.1033, loss_reg: 0.0351, loss: 2.2061, grad_norm: 6.5693 2020-10-05 15:00:58,000 - mmaction - INFO - Epoch [4][8/25] lr: 1.000e-03, eta: 1 day, 9:07:04, time: 0.568, data_time: 0.046, memory: 6352, loss_activity: 1.9340, loss_completeness: 0.1004, loss_reg: 0.0629, loss: 2.0973, grad_norm: 6.0821 2020-10-05 15:00:58,452 - mmaction - INFO - Epoch [4][9/25] lr: 1.000e-03, eta: 1 day, 8:44:30, time: 0.501, data_time: 0.074, memory: 6352, loss_activity: 1.8873, loss_completeness: 0.1031, loss_reg: 0.0504, loss: 2.0408, grad_norm: 6.7018 2020-10-05 15:00:58,974 - mmaction - INFO - Epoch [4][10/25] lr: 1.000e-03, eta: 1 day, 8:22:31, time: 0.529, data_time: 0.025, memory: 6352, loss_activity: 1.9598, loss_completeness: 0.1024, loss_reg: 0.0384, loss: 2.1005, grad_norm: 7.5661 2020-10-05 15:00:59,528 - mmaction - INFO - Epoch [4][11/25] lr: 1.000e-03, eta: 1 day, 8:01:07, time: 0.557, data_time: 0.014, memory: 6352, loss_activity: 1.9659, loss_completeness: 0.1032, loss_reg: 0.0571, loss: 2.1262, grad_norm: 6.3658 2020-10-05 15:01:00,094 - mmaction - INFO - Epoch [4][12/25] lr: 1.000e-03, eta: 1 day, 7:40:08, time: 0.527, data_time: 0.011, memory: 6352, loss_activity: 1.9242, loss_completeness: 0.0993, loss_reg: 0.0428, loss: 2.0663, grad_norm: 6.4410 2020-10-05 15:01:00,752 - mmaction - INFO - Epoch [4][13/25] lr: 1.000e-03, eta: 1 day, 7:19:56, time: 0.660, data_time: 0.060, memory: 6352, loss_activity: 1.8282, loss_completeness: 0.0990, loss_reg: 0.0970, loss: 2.0242, grad_norm: 7.5276 2020-10-05 15:01:01,291 - mmaction - INFO - Epoch [4][14/25] lr: 1.000e-03, eta: 1 day, 7:00:01, time: 0.583, data_time: 0.052, memory: 6352, loss_activity: 1.9079, loss_completeness: 0.1025, loss_reg: 0.0613, loss: 2.0716, grad_norm: 7.3744 2020-10-05 15:01:01,839 - mmaction - INFO - Epoch [4][15/25] lr: 1.000e-03, eta: 1 day, 6:40:16, time: 0.467, data_time: 0.009, memory: 6352, loss_activity: 1.9305, loss_completeness: 0.1033, loss_reg: 0.0445, loss: 2.0784, grad_norm: 7.2425 2020-10-05 15:01:02,325 - mmaction - INFO - Epoch [4][16/25] lr: 1.000e-03, eta: 1 day, 6:21:08, time: 0.539, data_time: 0.090, memory: 6352, loss_activity: 1.9124, loss_completeness: 0.1040, loss_reg: 0.0298, loss: 2.0462, grad_norm: 6.6731 2020-10-05 15:01:02,887 - mmaction - INFO - Epoch [4][17/25] lr: 1.000e-03, eta: 1 day, 6:02:29, time: 0.576, data_time: 0.033, memory: 6352, loss_activity: 1.8262, loss_completeness: 0.1023, loss_reg: 0.0332, loss: 1.9618, grad_norm: 7.3443 2020-10-05 15:01:03,413 - mmaction - INFO - Epoch [4][18/25] lr: 1.000e-03, eta: 1 day, 5:44:09, time: 0.539, data_time: 0.020, memory: 6352, loss_activity: 2.0003, loss_completeness: 0.1060, loss_reg: 0.0497, loss: 2.1560, grad_norm: 8.2608 2020-10-05 15:01:03,923 - mmaction - INFO - Epoch [4][19/25] lr: 1.000e-03, eta: 1 day, 5:26:09, time: 0.510, data_time: 0.012, memory: 6352, loss_activity: 2.0115, loss_completeness: 0.1018, loss_reg: 0.0775, loss: 2.1909, grad_norm: 8.8469 2020-10-05 15:01:04,491 - mmaction - INFO - Epoch [4][20/25] lr: 1.000e-03, eta: 1 day, 5:08:33, time: 0.518, data_time: 0.011, memory: 6352, loss_activity: 1.9369, loss_completeness: 0.1031, loss_reg: 0.0786, loss: 2.1185, grad_norm: 9.9217 2020-10-05 15:01:05,074 - mmaction - INFO - Epoch [4][21/25] lr: 1.000e-03, eta: 1 day, 4:51:31, time: 0.611, data_time: 0.125, memory: 6352, loss_activity: 1.8069, loss_completeness: 0.1045, loss_reg: 0.0359, loss: 1.9473, grad_norm: 7.5639 2020-10-05 15:01:05,593 - mmaction - INFO - Epoch [4][22/25] lr: 1.000e-03, eta: 1 day, 4:34:41, time: 0.541, data_time: 0.059, memory: 6352, loss_activity: 1.7998, loss_completeness: 0.1010, loss_reg: 0.0656, loss: 1.9664, grad_norm: 8.7192 2020-10-05 15:01:06,004 - mmaction - INFO - Epoch [4][23/25] lr: 1.000e-03, eta: 1 day, 4:17:55, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 2.0631, loss_completeness: 0.1042, loss_reg: 0.0674, loss: 2.2346, grad_norm: 9.0263 2020-10-05 15:01:06,412 - mmaction - INFO - Epoch [4][24/25] lr: 1.000e-03, eta: 1 day, 4:01:29, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 1.9366, loss_completeness: 0.1043, loss_reg: 0.0546, loss: 2.0955, grad_norm: 9.9631 2020-10-05 15:01:06,824 - mmaction - INFO - Epoch [4][25/25] lr: 1.000e-03, eta: 1 day, 3:45:23, time: 0.412, data_time: 0.012, memory: 6352, loss_activity: 1.9697, loss_completeness: 0.1040, loss_reg: 0.0512, loss: 2.1249, grad_norm: 8.9601 2020-10-05 15:01:18,729 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:04:13,069 - mmaction - INFO - Epoch [5][1/25] lr: 1.000e-03, eta: 1 day, 9:24:17, time: 173.766, data_time: 170.372, memory: 6352, loss_activity: 1.7779, loss_completeness: 0.1009, loss_reg: 0.0470, loss: 1.9258, grad_norm: 9.9303 2020-10-05 15:04:13,744 - mmaction - INFO - Epoch [5][2/25] lr: 1.000e-03, eta: 1 day, 9:06:44, time: 1.114, data_time: 0.673, memory: 6352, loss_activity: 1.6094, loss_completeness: 0.1020, loss_reg: 0.0160, loss: 1.7275, grad_norm: 8.5208 2020-10-05 15:04:14,267 - mmaction - INFO - Epoch [5][3/25] lr: 1.000e-03, eta: 1 day, 8:48:30, time: 0.606, data_time: 0.150, memory: 6352, loss_activity: 1.7283, loss_completeness: 0.1042, loss_reg: 0.0992, loss: 1.9317, grad_norm: 10.3144 2020-10-05 15:04:14,747 - mmaction - INFO - Epoch [5][4/25] lr: 1.000e-03, eta: 1 day, 8:30:28, time: 0.530, data_time: 0.059, memory: 6352, loss_activity: 1.5848, loss_completeness: 0.1039, loss_reg: 0.0393, loss: 1.7280, grad_norm: 11.0011 2020-10-05 15:04:15,264 - mmaction - INFO - Epoch [5][5/25] lr: 1.000e-03, eta: 1 day, 8:12:44, time: 0.509, data_time: 0.015, memory: 6352, loss_activity: 1.8410, loss_completeness: 0.1023, loss_reg: 0.0500, loss: 1.9933, grad_norm: 9.1309 2020-10-05 15:04:15,930 - mmaction - INFO - Epoch [5][6/25] lr: 1.000e-03, eta: 1 day, 7:55:34, time: 0.628, data_time: 0.013, memory: 6352, loss_activity: 1.7958, loss_completeness: 0.1056, loss_reg: 0.0778, loss: 1.9792, grad_norm: 10.9571 2020-10-05 15:04:16,475 - mmaction - INFO - Epoch [5][7/25] lr: 1.000e-03, eta: 1 day, 7:38:36, time: 0.556, data_time: 0.054, memory: 6352, loss_activity: 1.8569, loss_completeness: 0.1056, loss_reg: 0.0622, loss: 2.0247, grad_norm: 11.8361 2020-10-05 15:04:17,100 - mmaction - INFO - Epoch [5][8/25] lr: 1.000e-03, eta: 1 day, 7:21:57, time: 0.573, data_time: 0.054, memory: 6352, loss_activity: 1.8403, loss_completeness: 0.1039, loss_reg: 0.0690, loss: 2.0131, grad_norm: 12.9115 2020-10-05 15:04:17,566 - mmaction - INFO - Epoch [5][9/25] lr: 1.000e-03, eta: 1 day, 7:05:33, time: 0.532, data_time: 0.131, memory: 6352, loss_activity: 1.6143, loss_completeness: 0.1045, loss_reg: 0.0981, loss: 1.8170, grad_norm: 13.8428 2020-10-05 15:04:18,201 - mmaction - INFO - Epoch [5][10/25] lr: 1.000e-03, eta: 1 day, 6:49:29, time: 0.553, data_time: 0.026, memory: 6352, loss_activity: 1.9512, loss_completeness: 0.1052, loss_reg: 0.0576, loss: 2.1141, grad_norm: 11.6240 2020-10-05 15:04:18,641 - mmaction - INFO - Epoch [5][11/25] lr: 1.000e-03, eta: 1 day, 6:33:40, time: 0.534, data_time: 0.103, memory: 6352, loss_activity: 1.7104, loss_completeness: 0.1020, loss_reg: 0.0789, loss: 1.8913, grad_norm: 13.7341 2020-10-05 15:04:19,239 - mmaction - INFO - Epoch [5][12/25] lr: 1.000e-03, eta: 1 day, 6:18:12, time: 0.574, data_time: 0.010, memory: 6352, loss_activity: 1.9720, loss_completeness: 0.1049, loss_reg: 0.0787, loss: 2.1556, grad_norm: 16.4287 2020-10-05 15:04:19,751 - mmaction - INFO - Epoch [5][13/25] lr: 1.000e-03, eta: 1 day, 6:02:57, time: 0.535, data_time: 0.034, memory: 6352, loss_activity: 1.9361, loss_completeness: 0.1064, loss_reg: 0.0430, loss: 2.0855, grad_norm: 11.6257 2020-10-05 15:04:20,461 - mmaction - INFO - Epoch [5][14/25] lr: 1.000e-03, eta: 1 day, 5:48:09, time: 0.648, data_time: 0.011, memory: 6352, loss_activity: 1.9031, loss_completeness: 0.1027, loss_reg: 0.0493, loss: 2.0551, grad_norm: 15.3963 2020-10-05 15:04:20,933 - mmaction - INFO - Epoch [5][15/25] lr: 1.000e-03, eta: 1 day, 5:33:21, time: 0.497, data_time: 0.077, memory: 6352, loss_activity: 1.5922, loss_completeness: 0.1020, loss_reg: 0.0456, loss: 1.7398, grad_norm: 13.0551 2020-10-05 15:04:21,548 - mmaction - INFO - Epoch [5][16/25] lr: 1.000e-03, eta: 1 day, 5:19:04, time: 0.638, data_time: 0.097, memory: 6352, loss_activity: 2.1376, loss_completeness: 0.1021, loss_reg: 0.0343, loss: 2.2739, grad_norm: 12.3962 2020-10-05 15:04:22,078 - mmaction - INFO - Epoch [5][17/25] lr: 1.000e-03, eta: 1 day, 5:04:49, time: 0.530, data_time: 0.025, memory: 6352, loss_activity: 1.6460, loss_completeness: 0.1055, loss_reg: 0.0575, loss: 1.8090, grad_norm: 11.0262 2020-10-05 15:04:22,619 - mmaction - INFO - Epoch [5][18/25] lr: 1.000e-03, eta: 1 day, 4:50:52, time: 0.559, data_time: 0.035, memory: 6352, loss_activity: 1.6365, loss_completeness: 0.1045, loss_reg: 0.0261, loss: 1.7671, grad_norm: 10.4984 2020-10-05 15:04:23,107 - mmaction - INFO - Epoch [5][19/25] lr: 1.000e-03, eta: 1 day, 4:37:02, time: 0.483, data_time: 0.016, memory: 6352, loss_activity: 1.9736, loss_completeness: 0.1034, loss_reg: 0.0802, loss: 2.1573, grad_norm: 11.9789 2020-10-05 15:04:23,689 - mmaction - INFO - Epoch [5][20/25] lr: 1.000e-03, eta: 1 day, 4:23:34, time: 0.577, data_time: 0.046, memory: 6352, loss_activity: 2.1740, loss_completeness: 0.1037, loss_reg: 0.0080, loss: 2.2857, grad_norm: 13.0646 2020-10-05 15:04:24,266 - mmaction - INFO - Epoch [5][21/25] lr: 1.000e-03, eta: 1 day, 4:10:15, time: 0.519, data_time: 0.044, memory: 6352, loss_activity: 1.9188, loss_completeness: 0.1003, loss_reg: 0.0535, loss: 2.0726, grad_norm: 11.2828 2020-10-05 15:04:24,826 - mmaction - INFO - Epoch [5][22/25] lr: 1.000e-03, eta: 1 day, 3:57:17, time: 0.606, data_time: 0.086, memory: 6352, loss_activity: 1.8413, loss_completeness: 0.1048, loss_reg: 0.0387, loss: 1.9849, grad_norm: 13.2407 2020-10-05 15:04:25,252 - mmaction - INFO - Epoch [5][23/25] lr: 1.000e-03, eta: 1 day, 3:44:15, time: 0.448, data_time: 0.031, memory: 6352, loss_activity: 1.6146, loss_completeness: 0.1031, loss_reg: 0.0740, loss: 1.7917, grad_norm: 13.3027 2020-10-05 15:04:25,660 - mmaction - INFO - Epoch [5][24/25] lr: 1.000e-03, eta: 1 day, 3:31:23, time: 0.409, data_time: 0.004, memory: 6352, loss_activity: 1.7114, loss_completeness: 0.1046, loss_reg: 0.0571, loss: 1.8731, grad_norm: 14.8609 2020-10-05 15:04:26,068 - mmaction - INFO - Epoch [5][25/25] lr: 1.000e-03, eta: 1 day, 3:18:43, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 2.0023, loss_completeness: 0.1047, loss_reg: 0.0481, loss: 2.1551, grad_norm: 21.5032 2020-10-05 15:04:33,754 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-05 15:04:34,206 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:07:44,983 - mmaction - INFO - Epoch [6][1/25] lr: 1.000e-03, eta: 1 day, 8:17:20, time: 190.475, data_time: 186.569, memory: 6352, loss_activity: 1.3753, loss_completeness: 0.1054, loss_reg: 0.0390, loss: 1.5197, grad_norm: 15.2896 2020-10-05 15:07:45,547 - mmaction - INFO - Epoch [6][2/25] lr: 1.000e-03, eta: 1 day, 8:03:17, time: 0.833, data_time: 0.414, memory: 6352, loss_activity: 1.8395, loss_completeness: 0.1047, loss_reg: 0.0599, loss: 2.0041, grad_norm: 14.8024 2020-10-05 15:07:46,106 - mmaction - INFO - Epoch [6][3/25] lr: 1.000e-03, eta: 1 day, 7:48:57, time: 0.529, data_time: 0.037, memory: 6352, loss_activity: 1.4739, loss_completeness: 0.1065, loss_reg: 0.0437, loss: 1.6241, grad_norm: 11.9636 2020-10-05 15:07:46,638 - mmaction - INFO - Epoch [6][4/25] lr: 1.000e-03, eta: 1 day, 7:34:54, time: 0.565, data_time: 0.067, memory: 6352, loss_activity: 1.6167, loss_completeness: 0.1016, loss_reg: 0.1306, loss: 1.8489, grad_norm: 12.3279 2020-10-05 15:07:47,073 - mmaction - INFO - Epoch [6][5/25] lr: 1.000e-03, eta: 1 day, 7:20:55, time: 0.462, data_time: 0.033, memory: 6352, loss_activity: 1.8879, loss_completeness: 0.1018, loss_reg: 0.0608, loss: 2.0505, grad_norm: 16.2296 2020-10-05 15:07:47,570 - mmaction - INFO - Epoch [6][6/25] lr: 1.000e-03, eta: 1 day, 7:07:10, time: 0.485, data_time: 0.037, memory: 6352, loss_activity: 1.7640, loss_completeness: 0.1057, loss_reg: 0.1436, loss: 2.0134, grad_norm: 15.3666 2020-10-05 15:07:48,103 - mmaction - INFO - Epoch [6][7/25] lr: 1.000e-03, eta: 1 day, 6:53:43, time: 0.539, data_time: 0.020, memory: 6352, loss_activity: 1.7304, loss_completeness: 0.1051, loss_reg: 0.0551, loss: 1.8906, grad_norm: 12.5168 2020-10-05 15:07:48,645 - mmaction - INFO - Epoch [6][8/25] lr: 1.000e-03, eta: 1 day, 6:40:25, time: 0.511, data_time: 0.013, memory: 6352, loss_activity: 2.0538, loss_completeness: 0.1017, loss_reg: 0.0203, loss: 2.1757, grad_norm: 20.7824 2020-10-05 15:07:49,200 - mmaction - INFO - Epoch [6][9/25] lr: 1.000e-03, eta: 1 day, 6:27:26, time: 0.588, data_time: 0.052, memory: 6352, loss_activity: 1.9243, loss_completeness: 0.1068, loss_reg: 0.0348, loss: 2.0660, grad_norm: 14.7197 2020-10-05 15:07:49,753 - mmaction - INFO - Epoch [6][10/25] lr: 1.000e-03, eta: 1 day, 6:14:32, time: 0.515, data_time: 0.010, memory: 6352, loss_activity: 1.8870, loss_completeness: 0.1010, loss_reg: 0.0734, loss: 2.0614, grad_norm: 12.9062 2020-10-05 15:07:50,377 - mmaction - INFO - Epoch [6][11/25] lr: 1.000e-03, eta: 1 day, 6:02:04, time: 0.664, data_time: 0.050, memory: 6352, loss_activity: 1.9303, loss_completeness: 0.1002, loss_reg: 0.0142, loss: 2.0447, grad_norm: 10.8880 2020-10-05 15:07:50,934 - mmaction - INFO - Epoch [6][12/25] lr: 1.000e-03, eta: 1 day, 5:49:29, time: 0.476, data_time: 0.037, memory: 6352, loss_activity: 1.8103, loss_completeness: 0.1028, loss_reg: 0.0508, loss: 1.9640, grad_norm: 11.7259 2020-10-05 15:07:51,459 - mmaction - INFO - Epoch [6][13/25] lr: 1.000e-03, eta: 1 day, 5:37:15, time: 0.594, data_time: 0.091, memory: 6352, loss_activity: 1.6713, loss_completeness: 0.1033, loss_reg: 0.0826, loss: 1.8572, grad_norm: 13.1383 2020-10-05 15:07:51,936 - mmaction - INFO - Epoch [6][14/25] lr: 1.000e-03, eta: 1 day, 5:25:02, time: 0.479, data_time: 0.029, memory: 6352, loss_activity: 2.2186, loss_completeness: 0.0917, loss_reg: 0.0406, loss: 2.3509, grad_norm: 18.3520 2020-10-05 15:07:52,467 - mmaction - INFO - Epoch [6][15/25] lr: 1.000e-03, eta: 1 day, 5:13:03, time: 0.516, data_time: 0.023, memory: 6352, loss_activity: 1.4636, loss_completeness: 0.1087, loss_reg: 0.0620, loss: 1.6343, grad_norm: 13.7589 2020-10-05 15:07:52,993 - mmaction - INFO - Epoch [6][16/25] lr: 1.000e-03, eta: 1 day, 5:01:15, time: 0.539, data_time: 0.035, memory: 6352, loss_activity: 1.7518, loss_completeness: 0.1048, loss_reg: 0.0571, loss: 1.9137, grad_norm: 12.6538 2020-10-05 15:07:53,546 - mmaction - INFO - Epoch [6][17/25] lr: 1.000e-03, eta: 1 day, 4:49:39, time: 0.544, data_time: 0.021, memory: 6352, loss_activity: 1.5774, loss_completeness: 0.1045, loss_reg: 0.0852, loss: 1.7670, grad_norm: 11.8159 2020-10-05 15:07:54,059 - mmaction - INFO - Epoch [6][18/25] lr: 1.000e-03, eta: 1 day, 4:38:11, time: 0.532, data_time: 0.047, memory: 6352, loss_activity: 1.6989, loss_completeness: 0.1032, loss_reg: 0.0384, loss: 1.8405, grad_norm: 15.4515 2020-10-05 15:07:54,698 - mmaction - INFO - Epoch [6][19/25] lr: 1.000e-03, eta: 1 day, 4:26:56, time: 0.577, data_time: 0.011, memory: 6352, loss_activity: 1.7636, loss_completeness: 0.1048, loss_reg: 0.0640, loss: 1.9325, grad_norm: 13.6954 2020-10-05 15:07:55,249 - mmaction - INFO - Epoch [6][20/25] lr: 1.000e-03, eta: 1 day, 4:15:52, time: 0.594, data_time: 0.078, memory: 6352, loss_activity: 1.7594, loss_completeness: 0.1047, loss_reg: 0.0634, loss: 1.9275, grad_norm: 13.2016 2020-10-05 15:07:55,922 - mmaction - INFO - Epoch [6][21/25] lr: 1.000e-03, eta: 1 day, 4:04:50, time: 0.511, data_time: 0.077, memory: 6352, loss_activity: 1.9415, loss_completeness: 0.1049, loss_reg: 0.0369, loss: 2.0833, grad_norm: 16.5700 2020-10-05 15:07:56,364 - mmaction - INFO - Epoch [6][22/25] lr: 1.000e-03, eta: 1 day, 3:54:06, time: 0.618, data_time: 0.219, memory: 6352, loss_activity: 1.9172, loss_completeness: 0.1051, loss_reg: 0.0251, loss: 2.0474, grad_norm: 14.7861 2020-10-05 15:07:56,773 - mmaction - INFO - Epoch [6][23/25] lr: 1.000e-03, eta: 1 day, 3:43:14, time: 0.419, data_time: 0.016, memory: 6352, loss_activity: 1.8151, loss_completeness: 0.1049, loss_reg: 0.0525, loss: 1.9725, grad_norm: 15.1519 2020-10-05 15:07:57,182 - mmaction - INFO - Epoch [6][24/25] lr: 1.000e-03, eta: 1 day, 3:32:30, time: 0.407, data_time: 0.006, memory: 6352, loss_activity: 1.5824, loss_completeness: 0.1028, loss_reg: 0.0807, loss: 1.7659, grad_norm: 11.0395 2020-10-05 15:07:57,596 - mmaction - INFO - Epoch [6][25/25] lr: 1.000e-03, eta: 1 day, 3:21:55, time: 0.413, data_time: 0.014, memory: 6352, loss_activity: 1.4584, loss_completeness: 0.1052, loss_reg: 0.0755, loss: 1.6392, grad_norm: 11.6821 2020-10-05 15:08:08,488 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:11:22,650 - mmaction - INFO - Epoch [7][1/25] lr: 1.000e-03, eta: 1 day, 7:35:13, time: 193.903, data_time: 189.514, memory: 6352, loss_activity: 1.4805, loss_completeness: 0.1017, loss_reg: 0.0698, loss: 1.6520, grad_norm: 12.0579 2020-10-05 15:11:23,282 - mmaction - INFO - Epoch [7][2/25] lr: 1.000e-03, eta: 1 day, 7:23:40, time: 0.800, data_time: 0.367, memory: 6352, loss_activity: 1.4281, loss_completeness: 0.1024, loss_reg: 0.0808, loss: 1.6113, grad_norm: 10.7538 2020-10-05 15:11:23,788 - mmaction - INFO - Epoch [7][3/25] lr: 1.000e-03, eta: 1 day, 7:12:00, time: 0.586, data_time: 0.095, memory: 6352, loss_activity: 1.6527, loss_completeness: 0.1016, loss_reg: 0.0986, loss: 1.8530, grad_norm: 16.3643 2020-10-05 15:11:24,272 - mmaction - INFO - Epoch [7][4/25] lr: 1.000e-03, eta: 1 day, 7:00:20, time: 0.485, data_time: 0.015, memory: 6352, loss_activity: 1.9195, loss_completeness: 0.1083, loss_reg: 0.0347, loss: 2.0626, grad_norm: 19.1399 2020-10-05 15:11:24,884 - mmaction - INFO - Epoch [7][5/25] lr: 1.000e-03, eta: 1 day, 6:48:58, time: 0.585, data_time: 0.013, memory: 6352, loss_activity: 1.7597, loss_completeness: 0.1003, loss_reg: 0.1085, loss: 1.9685, grad_norm: 13.3183 2020-10-05 15:11:25,463 - mmaction - INFO - Epoch [7][6/25] lr: 1.000e-03, eta: 1 day, 6:37:42, time: 0.562, data_time: 0.058, memory: 6352, loss_activity: 1.8892, loss_completeness: 0.1077, loss_reg: 0.0366, loss: 2.0335, grad_norm: 13.0031 2020-10-05 15:11:25,927 - mmaction - INFO - Epoch [7][7/25] lr: 1.000e-03, eta: 1 day, 6:26:31, time: 0.511, data_time: 0.059, memory: 6352, loss_activity: 1.4501, loss_completeness: 0.1047, loss_reg: 0.0492, loss: 1.6039, grad_norm: 17.9103 2020-10-05 15:11:26,540 - mmaction - INFO - Epoch [7][8/25] lr: 1.000e-03, eta: 1 day, 6:15:31, time: 0.534, data_time: 0.018, memory: 6352, loss_activity: 1.3566, loss_completeness: 0.1018, loss_reg: 0.0738, loss: 1.5322, grad_norm: 16.0645 2020-10-05 15:11:26,999 - mmaction - INFO - Epoch [7][9/25] lr: 1.000e-03, eta: 1 day, 6:04:38, time: 0.532, data_time: 0.089, memory: 6352, loss_activity: 1.2121, loss_completeness: 0.1078, loss_reg: 0.0797, loss: 1.3997, grad_norm: 13.9078 2020-10-05 15:11:27,621 - mmaction - INFO - Epoch [7][10/25] lr: 1.000e-03, eta: 1 day, 5:53:59, time: 0.609, data_time: 0.015, memory: 6352, loss_activity: 1.7964, loss_completeness: 0.1049, loss_reg: 0.1033, loss: 2.0046, grad_norm: 21.8221 2020-10-05 15:11:28,105 - mmaction - INFO - Epoch [7][11/25] lr: 1.000e-03, eta: 1 day, 5:43:21, time: 0.502, data_time: 0.029, memory: 6352, loss_activity: 2.1351, loss_completeness: 0.1059, loss_reg: 0.0514, loss: 2.2924, grad_norm: 24.1067 2020-10-05 15:11:28,728 - mmaction - INFO - Epoch [7][12/25] lr: 1.000e-03, eta: 1 day, 5:32:57, time: 0.595, data_time: 0.013, memory: 6352, loss_activity: 1.7087, loss_completeness: 0.1062, loss_reg: 0.0601, loss: 1.8750, grad_norm: 14.9517 2020-10-05 15:11:29,373 - mmaction - INFO - Epoch [7][13/25] lr: 1.000e-03, eta: 1 day, 5:22:43, time: 0.622, data_time: 0.053, memory: 6352, loss_activity: 1.7595, loss_completeness: 0.1016, loss_reg: 0.0495, loss: 1.9106, grad_norm: 15.6732 2020-10-05 15:11:29,975 - mmaction - INFO - Epoch [7][14/25] lr: 1.000e-03, eta: 1 day, 5:12:32, time: 0.562, data_time: 0.071, memory: 6352, loss_activity: 1.7779, loss_completeness: 0.1069, loss_reg: 0.0663, loss: 1.9511, grad_norm: 17.6482 2020-10-05 15:11:30,473 - mmaction - INFO - Epoch [7][15/25] lr: 1.000e-03, eta: 1 day, 5:02:27, time: 0.550, data_time: 0.111, memory: 6352, loss_activity: 1.7737, loss_completeness: 0.1079, loss_reg: 0.0484, loss: 1.9300, grad_norm: 14.6302 2020-10-05 15:11:30,960 - mmaction - INFO - Epoch [7][16/25] lr: 1.000e-03, eta: 1 day, 4:52:26, time: 0.506, data_time: 0.050, memory: 6352, loss_activity: 1.5693, loss_completeness: 0.1043, loss_reg: 0.0440, loss: 1.7176, grad_norm: 12.6494 2020-10-05 15:11:31,476 - mmaction - INFO - Epoch [7][17/25] lr: 1.000e-03, eta: 1 day, 4:42:36, time: 0.541, data_time: 0.040, memory: 6352, loss_activity: 1.3989, loss_completeness: 0.1050, loss_reg: 0.0752, loss: 1.5791, grad_norm: 16.7612 2020-10-05 15:11:32,072 - mmaction - INFO - Epoch [7][18/25] lr: 1.000e-03, eta: 1 day, 4:32:48, time: 0.494, data_time: 0.005, memory: 6352, loss_activity: 1.4364, loss_completeness: 0.1017, loss_reg: 0.0440, loss: 1.5822, grad_norm: 12.5611 2020-10-05 15:11:32,531 - mmaction - INFO - Epoch [7][19/25] lr: 1.000e-03, eta: 1 day, 4:23:11, time: 0.540, data_time: 0.109, memory: 6352, loss_activity: 1.6299, loss_completeness: 0.1045, loss_reg: 0.0317, loss: 1.7660, grad_norm: 15.2763 2020-10-05 15:11:33,155 - mmaction - INFO - Epoch [7][20/25] lr: 1.000e-03, eta: 1 day, 4:13:42, time: 0.552, data_time: 0.027, memory: 6352, loss_activity: 1.9139, loss_completeness: 0.1062, loss_reg: 0.0757, loss: 2.0958, grad_norm: 15.5327 2020-10-05 15:11:33,752 - mmaction - INFO - Epoch [7][21/25] lr: 1.000e-03, eta: 1 day, 4:04:27, time: 0.662, data_time: 0.133, memory: 6352, loss_activity: 1.5712, loss_completeness: 0.1037, loss_reg: 0.0687, loss: 1.7436, grad_norm: 13.8250 2020-10-05 15:11:34,248 - mmaction - INFO - Epoch [7][22/25] lr: 1.000e-03, eta: 1 day, 3:55:09, time: 0.524, data_time: 0.127, memory: 6352, loss_activity: 1.6070, loss_completeness: 0.1019, loss_reg: 0.0608, loss: 1.7697, grad_norm: 11.1384 2020-10-05 15:11:34,660 - mmaction - INFO - Epoch [7][23/25] lr: 1.000e-03, eta: 1 day, 3:45:49, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 1.4796, loss_completeness: 0.1025, loss_reg: 0.0291, loss: 1.6112, grad_norm: 13.8164 2020-10-05 15:11:35,070 - mmaction - INFO - Epoch [7][24/25] lr: 1.000e-03, eta: 1 day, 3:36:36, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 1.3888, loss_completeness: 0.0949, loss_reg: 0.0821, loss: 1.5658, grad_norm: 11.6127 2020-10-05 15:11:35,495 - mmaction - INFO - Epoch [7][25/25] lr: 1.000e-03, eta: 1 day, 3:27:30, time: 0.424, data_time: 0.021, memory: 6352, loss_activity: 1.6844, loss_completeness: 0.1039, loss_reg: 0.0390, loss: 1.8273, grad_norm: 17.3839 2020-10-05 15:11:44,819 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:14:43,970 - mmaction - INFO - Epoch [8][1/25] lr: 1.000e-03, eta: 1 day, 6:46:57, time: 179.044, data_time: 172.453, memory: 6352, loss_activity: 1.4890, loss_completeness: 0.1004, loss_reg: 0.0677, loss: 1.6570, grad_norm: 13.6786 2020-10-05 15:14:44,606 - mmaction - INFO - Epoch [8][2/25] lr: 1.000e-03, eta: 1 day, 6:37:14, time: 0.740, data_time: 0.212, memory: 6352, loss_activity: 1.3684, loss_completeness: 0.1022, loss_reg: 0.0322, loss: 1.5028, grad_norm: 15.0504 2020-10-05 15:14:45,061 - mmaction - INFO - Epoch [8][3/25] lr: 1.000e-03, eta: 1 day, 6:27:17, time: 0.454, data_time: 0.017, memory: 6352, loss_activity: 1.5982, loss_completeness: 0.0991, loss_reg: 0.0803, loss: 1.7776, grad_norm: 15.3890 2020-10-05 15:14:45,694 - mmaction - INFO - Epoch [8][4/25] lr: 1.000e-03, eta: 1 day, 6:17:35, time: 0.576, data_time: 0.008, memory: 6352, loss_activity: 1.6980, loss_completeness: 0.0935, loss_reg: 0.0453, loss: 1.8368, grad_norm: 15.9968 2020-10-05 15:14:46,166 - mmaction - INFO - Epoch [8][5/25] lr: 1.000e-03, eta: 1 day, 6:07:57, time: 0.527, data_time: 0.063, memory: 6352, loss_activity: 1.5579, loss_completeness: 0.0916, loss_reg: 0.0439, loss: 1.6934, grad_norm: 16.5919 2020-10-05 15:14:46,770 - mmaction - INFO - Epoch [8][6/25] lr: 1.000e-03, eta: 1 day, 5:58:27, time: 0.568, data_time: 0.029, memory: 6352, loss_activity: 1.6926, loss_completeness: 0.1065, loss_reg: 0.0505, loss: 1.8496, grad_norm: 17.4200 2020-10-05 15:14:47,318 - mmaction - INFO - Epoch [8][7/25] lr: 1.000e-03, eta: 1 day, 5:49:02, time: 0.531, data_time: 0.045, memory: 6352, loss_activity: 1.5897, loss_completeness: 0.1053, loss_reg: 0.0755, loss: 1.7706, grad_norm: 20.4960 2020-10-05 15:14:47,805 - mmaction - INFO - Epoch [8][8/25] lr: 1.000e-03, eta: 1 day, 5:39:43, time: 0.543, data_time: 0.064, memory: 6352, loss_activity: 1.7457, loss_completeness: 0.1104, loss_reg: 0.1087, loss: 1.9648, grad_norm: 20.9379 2020-10-05 15:14:48,389 - mmaction - INFO - Epoch [8][9/25] lr: 1.000e-03, eta: 1 day, 5:30:33, time: 0.583, data_time: 0.007, memory: 6352, loss_activity: 1.4664, loss_completeness: 0.0997, loss_reg: 0.0415, loss: 1.6076, grad_norm: 18.8382 2020-10-05 15:14:48,991 - mmaction - INFO - Epoch [8][10/25] lr: 1.000e-03, eta: 1 day, 5:21:30, time: 0.603, data_time: 0.007, memory: 6352, loss_activity: 1.8803, loss_completeness: 0.0968, loss_reg: 0.0310, loss: 2.0081, grad_norm: 17.6322 2020-10-05 15:14:49,462 - mmaction - INFO - Epoch [8][11/25] lr: 1.000e-03, eta: 1 day, 5:12:24, time: 0.465, data_time: 0.011, memory: 6352, loss_activity: 1.4121, loss_completeness: 0.1146, loss_reg: 0.0277, loss: 1.5544, grad_norm: 19.4852 2020-10-05 15:14:50,131 - mmaction - INFO - Epoch [8][12/25] lr: 1.000e-03, eta: 1 day, 5:03:34, time: 0.622, data_time: 0.012, memory: 6352, loss_activity: 1.5295, loss_completeness: 0.0965, loss_reg: 0.0666, loss: 1.6927, grad_norm: 17.1574 2020-10-05 15:14:50,687 - mmaction - INFO - Epoch [8][13/25] lr: 1.000e-03, eta: 1 day, 4:54:46, time: 0.557, data_time: 0.059, memory: 6352, loss_activity: 1.5701, loss_completeness: 0.1088, loss_reg: 0.0913, loss: 1.7702, grad_norm: 18.5980 2020-10-05 15:14:51,158 - mmaction - INFO - Epoch [8][14/25] lr: 1.000e-03, eta: 1 day, 4:45:59, time: 0.498, data_time: 0.066, memory: 6352, loss_activity: 1.4465, loss_completeness: 0.1083, loss_reg: 0.0892, loss: 1.6440, grad_norm: 15.0067 2020-10-05 15:14:51,754 - mmaction - INFO - Epoch [8][15/25] lr: 1.000e-03, eta: 1 day, 4:37:26, time: 0.621, data_time: 0.031, memory: 6352, loss_activity: 1.9769, loss_completeness: 0.1090, loss_reg: 0.0803, loss: 2.1663, grad_norm: 22.1866 2020-10-05 15:14:52,244 - mmaction - INFO - Epoch [8][16/25] lr: 1.000e-03, eta: 1 day, 4:28:48, time: 0.464, data_time: 0.006, memory: 6352, loss_activity: 1.3926, loss_completeness: 0.0985, loss_reg: 0.0386, loss: 1.5297, grad_norm: 13.7761 2020-10-05 15:14:52,768 - mmaction - INFO - Epoch [8][17/25] lr: 1.000e-03, eta: 1 day, 4:20:21, time: 0.539, data_time: 0.031, memory: 6352, loss_activity: 1.5007, loss_completeness: 0.1057, loss_reg: 0.0814, loss: 1.6878, grad_norm: 14.1286 2020-10-05 15:14:53,423 - mmaction - INFO - Epoch [8][18/25] lr: 1.000e-03, eta: 1 day, 4:12:06, time: 0.665, data_time: 0.016, memory: 6352, loss_activity: 1.5781, loss_completeness: 0.1017, loss_reg: 0.0573, loss: 1.7371, grad_norm: 14.4243 2020-10-05 15:14:53,939 - mmaction - INFO - Epoch [8][19/25] lr: 1.000e-03, eta: 1 day, 4:03:47, time: 0.515, data_time: 0.012, memory: 6352, loss_activity: 1.2967, loss_completeness: 0.1129, loss_reg: 0.0492, loss: 1.4588, grad_norm: 14.2833 2020-10-05 15:14:54,534 - mmaction - INFO - Epoch [8][20/25] lr: 1.000e-03, eta: 1 day, 3:55:34, time: 0.530, data_time: 0.027, memory: 6352, loss_activity: 1.2942, loss_completeness: 0.1008, loss_reg: 0.0467, loss: 1.4417, grad_norm: 13.7322 2020-10-05 15:14:55,124 - mmaction - INFO - Epoch [8][21/25] lr: 1.000e-03, eta: 1 day, 3:47:32, time: 0.609, data_time: 0.160, memory: 6352, loss_activity: 1.3530, loss_completeness: 0.0985, loss_reg: 0.0196, loss: 1.4711, grad_norm: 12.4512 2020-10-05 15:14:55,599 - mmaction - INFO - Epoch [8][22/25] lr: 1.000e-03, eta: 1 day, 3:39:28, time: 0.521, data_time: 0.058, memory: 6352, loss_activity: 1.6010, loss_completeness: 0.1059, loss_reg: 0.0361, loss: 1.7429, grad_norm: 18.6062 2020-10-05 15:14:56,033 - mmaction - INFO - Epoch [8][23/25] lr: 1.000e-03, eta: 1 day, 3:31:24, time: 0.434, data_time: 0.005, memory: 6352, loss_activity: 1.3495, loss_completeness: 0.1045, loss_reg: 0.0885, loss: 1.5425, grad_norm: 18.3595 2020-10-05 15:14:56,451 - mmaction - INFO - Epoch [8][24/25] lr: 1.000e-03, eta: 1 day, 3:23:24, time: 0.418, data_time: 0.006, memory: 6352, loss_activity: 1.4660, loss_completeness: 0.1115, loss_reg: 0.0780, loss: 1.6555, grad_norm: 19.3912 2020-10-05 15:14:56,861 - mmaction - INFO - Epoch [8][25/25] lr: 1.000e-03, eta: 1 day, 3:15:28, time: 0.409, data_time: 0.010, memory: 6352, loss_activity: 1.5107, loss_completeness: 0.1018, loss_reg: 0.0443, loss: 1.6568, grad_norm: 22.2315 2020-10-05 15:15:04,693 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:18:01,540 - mmaction - INFO - Epoch [9][1/25] lr: 1.000e-03, eta: 1 day, 6:07:25, time: 176.712, data_time: 172.702, memory: 6352, loss_activity: 1.1212, loss_completeness: 0.1019, loss_reg: 0.0324, loss: 1.2554, grad_norm: 12.3398 2020-10-05 15:18:02,241 - mmaction - INFO - Epoch [9][2/25] lr: 1.000e-03, eta: 1 day, 5:59:07, time: 0.786, data_time: 0.276, memory: 6352, loss_activity: 1.1901, loss_completeness: 0.0993, loss_reg: 0.0539, loss: 1.3434, grad_norm: 14.4360 2020-10-05 15:18:02,718 - mmaction - INFO - Epoch [9][3/25] lr: 1.000e-03, eta: 1 day, 5:50:38, time: 0.511, data_time: 0.054, memory: 6352, loss_activity: 1.6059, loss_completeness: 0.0918, loss_reg: 0.0216, loss: 1.7193, grad_norm: 17.5122 2020-10-05 15:18:03,214 - mmaction - INFO - Epoch [9][4/25] lr: 1.000e-03, eta: 1 day, 5:42:12, time: 0.486, data_time: 0.019, memory: 6352, loss_activity: 0.9153, loss_completeness: 0.1019, loss_reg: 0.0456, loss: 1.0628, grad_norm: 12.8359 2020-10-05 15:18:03,768 - mmaction - INFO - Epoch [9][5/25] lr: 1.000e-03, eta: 1 day, 5:33:54, time: 0.547, data_time: 0.042, memory: 6352, loss_activity: 1.3992, loss_completeness: 0.1050, loss_reg: 0.0279, loss: 1.5321, grad_norm: 19.3361 2020-10-05 15:18:04,290 - mmaction - INFO - Epoch [9][6/25] lr: 1.000e-03, eta: 1 day, 5:25:39, time: 0.499, data_time: 0.040, memory: 6352, loss_activity: 1.7490, loss_completeness: 0.0934, loss_reg: 0.0759, loss: 1.9183, grad_norm: 20.6880 2020-10-05 15:18:04,949 - mmaction - INFO - Epoch [9][7/25] lr: 1.000e-03, eta: 1 day, 5:17:41, time: 0.713, data_time: 0.061, memory: 6352, loss_activity: 1.4603, loss_completeness: 0.1122, loss_reg: 0.0424, loss: 1.6148, grad_norm: 20.4074 2020-10-05 15:18:05,538 - mmaction - INFO - Epoch [9][8/25] lr: 1.000e-03, eta: 1 day, 5:09:33, time: 0.472, data_time: 0.009, memory: 6352, loss_activity: 1.2222, loss_completeness: 0.1031, loss_reg: 0.0810, loss: 1.4063, grad_norm: 23.0046 2020-10-05 15:18:06,007 - mmaction - INFO - Epoch [9][9/25] lr: 1.000e-03, eta: 1 day, 5:01:35, time: 0.562, data_time: 0.124, memory: 6352, loss_activity: 1.0619, loss_completeness: 0.1087, loss_reg: 0.0419, loss: 1.2126, grad_norm: 19.3483 2020-10-05 15:18:06,547 - mmaction - INFO - Epoch [9][10/25] lr: 1.000e-03, eta: 1 day, 4:53:41, time: 0.545, data_time: 0.029, memory: 6352, loss_activity: 1.2146, loss_completeness: 0.1035, loss_reg: 0.0449, loss: 1.3631, grad_norm: 18.3182 2020-10-05 15:18:06,982 - mmaction - INFO - Epoch [9][11/25] lr: 1.000e-03, eta: 1 day, 4:45:46, time: 0.444, data_time: 0.023, memory: 6352, loss_activity: 1.2759, loss_completeness: 0.1069, loss_reg: 0.0453, loss: 1.4281, grad_norm: 20.3599 2020-10-05 15:18:07,578 - mmaction - INFO - Epoch [9][12/25] lr: 1.000e-03, eta: 1 day, 4:38:02, time: 0.570, data_time: 0.016, memory: 6352, loss_activity: 1.3275, loss_completeness: 0.1101, loss_reg: 0.0652, loss: 1.5028, grad_norm: 20.4431 2020-10-05 15:18:08,129 - mmaction - INFO - Epoch [9][13/25] lr: 1.000e-03, eta: 1 day, 4:30:17, time: 0.477, data_time: 0.041, memory: 6352, loss_activity: 1.6679, loss_completeness: 0.0973, loss_reg: 0.0341, loss: 1.7992, grad_norm: 19.4836 2020-10-05 15:18:08,668 - mmaction - INFO - Epoch [9][14/25] lr: 1.000e-03, eta: 1 day, 4:22:45, time: 0.629, data_time: 0.131, memory: 6352, loss_activity: 1.6011, loss_completeness: 0.1026, loss_reg: 0.0167, loss: 1.7203, grad_norm: 24.0481 2020-10-05 15:18:09,258 - mmaction - INFO - Epoch [9][15/25] lr: 1.000e-03, eta: 1 day, 4:15:12, time: 0.534, data_time: 0.025, memory: 6352, loss_activity: 1.6893, loss_completeness: 0.1114, loss_reg: 0.0691, loss: 1.8698, grad_norm: 24.2773 2020-10-05 15:18:09,710 - mmaction - INFO - Epoch [9][16/25] lr: 1.000e-03, eta: 1 day, 4:07:42, time: 0.513, data_time: 0.083, memory: 6352, loss_activity: 1.7771, loss_completeness: 0.0998, loss_reg: 0.0207, loss: 1.8975, grad_norm: 19.5707 2020-10-05 15:18:10,309 - mmaction - INFO - Epoch [9][17/25] lr: 1.000e-03, eta: 1 day, 4:00:19, time: 0.562, data_time: 0.020, memory: 6352, loss_activity: 1.6304, loss_completeness: 0.1101, loss_reg: 0.0685, loss: 1.8090, grad_norm: 20.4652 2020-10-05 15:18:10,813 - mmaction - INFO - Epoch [9][18/25] lr: 1.000e-03, eta: 1 day, 3:52:59, time: 0.543, data_time: 0.072, memory: 6352, loss_activity: 1.5562, loss_completeness: 0.1029, loss_reg: 0.0619, loss: 1.7210, grad_norm: 20.3793 2020-10-05 15:18:11,424 - mmaction - INFO - Epoch [9][19/25] lr: 1.000e-03, eta: 1 day, 3:45:45, time: 0.576, data_time: 0.019, memory: 6352, loss_activity: 1.5974, loss_completeness: 0.0935, loss_reg: 0.0279, loss: 1.7188, grad_norm: 17.1331 2020-10-05 15:18:11,897 - mmaction - INFO - Epoch [9][20/25] lr: 1.000e-03, eta: 1 day, 3:38:32, time: 0.521, data_time: 0.074, memory: 6352, loss_activity: 1.4249, loss_completeness: 0.1079, loss_reg: 0.0244, loss: 1.5571, grad_norm: 12.2327 2020-10-05 15:18:12,538 - mmaction - INFO - Epoch [9][21/25] lr: 1.000e-03, eta: 1 day, 3:31:28, time: 0.630, data_time: 0.069, memory: 6352, loss_activity: 1.8616, loss_completeness: 0.0851, loss_reg: 0.0220, loss: 1.9687, grad_norm: 13.4794 2020-10-05 15:18:13,038 - mmaction - INFO - Epoch [9][22/25] lr: 1.000e-03, eta: 1 day, 3:24:22, time: 0.501, data_time: 0.070, memory: 6352, loss_activity: 1.5305, loss_completeness: 0.1030, loss_reg: 0.0858, loss: 1.7193, grad_norm: 14.2148 2020-10-05 15:18:13,451 - mmaction - INFO - Epoch [9][23/25] lr: 1.000e-03, eta: 1 day, 3:17:15, time: 0.422, data_time: 0.015, memory: 6352, loss_activity: 1.2502, loss_completeness: 0.1117, loss_reg: 0.0660, loss: 1.4279, grad_norm: 16.7821 2020-10-05 15:18:13,861 - mmaction - INFO - Epoch [9][24/25] lr: 1.000e-03, eta: 1 day, 3:10:10, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 2.0620, loss_completeness: 0.1087, loss_reg: 0.0586, loss: 2.2293, grad_norm: 18.8206 2020-10-05 15:18:14,273 - mmaction - INFO - Epoch [9][25/25] lr: 1.000e-03, eta: 1 day, 3:03:10, time: 0.412, data_time: 0.007, memory: 6352, loss_activity: 1.5400, loss_completeness: 0.1094, loss_reg: 0.0794, loss: 1.7288, grad_norm: 13.3487 2020-10-05 15:18:21,024 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:21:30,361 - mmaction - INFO - Epoch [10][1/25] lr: 1.000e-03, eta: 1 day, 5:47:06, time: 189.192, data_time: 184.546, memory: 6352, loss_activity: 1.3669, loss_completeness: 0.1030, loss_reg: 0.0491, loss: 1.5191, grad_norm: 15.4234 2020-10-05 15:21:30,976 - mmaction - INFO - Epoch [10][2/25] lr: 1.000e-03, eta: 1 day, 5:39:42, time: 0.681, data_time: 0.262, memory: 6352, loss_activity: 1.4219, loss_completeness: 0.1013, loss_reg: 0.0317, loss: 1.5548, grad_norm: 13.0498 2020-10-05 15:21:31,440 - mmaction - INFO - Epoch [10][3/25] lr: 1.000e-03, eta: 1 day, 5:32:14, time: 0.534, data_time: 0.110, memory: 6352, loss_activity: 1.1605, loss_completeness: 0.0951, loss_reg: 0.0437, loss: 1.2993, grad_norm: 12.1347 2020-10-05 15:21:32,053 - mmaction - INFO - Epoch [10][4/25] lr: 1.000e-03, eta: 1 day, 5:24:52, time: 0.584, data_time: 0.012, memory: 6352, loss_activity: 1.4695, loss_completeness: 0.1018, loss_reg: 0.0391, loss: 1.6105, grad_norm: 15.8697 2020-10-05 15:21:32,528 - mmaction - INFO - Epoch [10][5/25] lr: 1.000e-03, eta: 1 day, 5:17:30, time: 0.501, data_time: 0.047, memory: 6352, loss_activity: 1.6499, loss_completeness: 0.0996, loss_reg: 0.0604, loss: 1.8099, grad_norm: 13.9203 2020-10-05 15:21:33,032 - mmaction - INFO - Epoch [10][6/25] lr: 1.000e-03, eta: 1 day, 5:10:12, time: 0.514, data_time: 0.016, memory: 6352, loss_activity: 1.1127, loss_completeness: 0.1018, loss_reg: 0.0776, loss: 1.2920, grad_norm: 16.6028 2020-10-05 15:21:33,592 - mmaction - INFO - Epoch [10][7/25] lr: 1.000e-03, eta: 1 day, 5:02:59, time: 0.529, data_time: 0.010, memory: 6352, loss_activity: 1.6628, loss_completeness: 0.1044, loss_reg: 0.0912, loss: 1.8584, grad_norm: 19.1084 2020-10-05 15:21:34,103 - mmaction - INFO - Epoch [10][8/25] lr: 1.000e-03, eta: 1 day, 4:55:50, time: 0.531, data_time: 0.045, memory: 6352, loss_activity: 1.5166, loss_completeness: 0.1057, loss_reg: 0.1049, loss: 1.7272, grad_norm: 14.8161 2020-10-05 15:21:34,673 - mmaction - INFO - Epoch [10][9/25] lr: 1.000e-03, eta: 1 day, 4:48:44, time: 0.536, data_time: 0.016, memory: 6352, loss_activity: 1.2890, loss_completeness: 0.1061, loss_reg: 0.0373, loss: 1.4323, grad_norm: 12.9464 2020-10-05 15:21:35,202 - mmaction - INFO - Epoch [10][10/25] lr: 1.000e-03, eta: 1 day, 4:41:41, time: 0.508, data_time: 0.057, memory: 6352, loss_activity: 0.9500, loss_completeness: 0.1111, loss_reg: 0.0069, loss: 1.0679, grad_norm: 12.9730 2020-10-05 15:21:35,918 - mmaction - INFO - Epoch [10][11/25] lr: 1.000e-03, eta: 1 day, 4:34:53, time: 0.739, data_time: 0.072, memory: 6352, loss_activity: 1.5276, loss_completeness: 0.1092, loss_reg: 0.0876, loss: 1.7244, grad_norm: 21.5211 2020-10-05 15:21:36,357 - mmaction - INFO - Epoch [10][12/25] lr: 1.000e-03, eta: 1 day, 4:27:56, time: 0.480, data_time: 0.049, memory: 6352, loss_activity: 1.7678, loss_completeness: 0.1006, loss_reg: 0.0395, loss: 1.9079, grad_norm: 18.1415 2020-10-05 15:21:36,884 - mmaction - INFO - Epoch [10][13/25] lr: 1.000e-03, eta: 1 day, 4:21:04, time: 0.528, data_time: 0.007, memory: 6352, loss_activity: 1.1753, loss_completeness: 0.0985, loss_reg: 0.0485, loss: 1.3223, grad_norm: 14.6410 2020-10-05 15:21:37,421 - mmaction - INFO - Epoch [10][14/25] lr: 1.000e-03, eta: 1 day, 4:14:14, time: 0.498, data_time: 0.007, memory: 6352, loss_activity: 1.3386, loss_completeness: 0.0983, loss_reg: 0.0438, loss: 1.4807, grad_norm: 17.7691 2020-10-05 15:21:38,031 - mmaction - INFO - Epoch [10][15/25] lr: 1.000e-03, eta: 1 day, 4:07:35, time: 0.634, data_time: 0.054, memory: 6352, loss_activity: 1.5730, loss_completeness: 0.0995, loss_reg: 0.0336, loss: 1.7061, grad_norm: 17.4343 2020-10-05 15:21:38,612 - mmaction - INFO - Epoch [10][16/25] lr: 1.000e-03, eta: 1 day, 4:00:57, time: 0.596, data_time: 0.024, memory: 6352, loss_activity: 1.3357, loss_completeness: 0.1005, loss_reg: 0.0640, loss: 1.5003, grad_norm: 13.8132 2020-10-05 15:21:39,296 - mmaction - INFO - Epoch [10][17/25] lr: 1.000e-03, eta: 1 day, 3:54:24, time: 0.641, data_time: 0.006, memory: 6352, loss_activity: 1.2521, loss_completeness: 0.1107, loss_reg: 0.0470, loss: 1.4098, grad_norm: 15.4460 2020-10-05 15:21:39,798 - mmaction - INFO - Epoch [10][18/25] lr: 1.000e-03, eta: 1 day, 3:47:46, time: 0.462, data_time: 0.051, memory: 6352, loss_activity: 1.3133, loss_completeness: 0.1022, loss_reg: 0.0576, loss: 1.4731, grad_norm: 19.8275 2020-10-05 15:21:40,243 - mmaction - INFO - Epoch [10][19/25] lr: 1.000e-03, eta: 1 day, 3:41:14, time: 0.525, data_time: 0.090, memory: 6352, loss_activity: 0.9656, loss_completeness: 0.1005, loss_reg: 0.0875, loss: 1.1535, grad_norm: 14.6361 2020-10-05 15:21:40,831 - mmaction - INFO - Epoch [10][20/25] lr: 1.000e-03, eta: 1 day, 3:34:47, time: 0.554, data_time: 0.009, memory: 6352, loss_activity: 1.3965, loss_completeness: 0.1053, loss_reg: 0.0963, loss: 1.5981, grad_norm: 22.3113 2020-10-05 15:21:41,491 - mmaction - INFO - Epoch [10][21/25] lr: 1.000e-03, eta: 1 day, 3:28:27, time: 0.651, data_time: 0.098, memory: 6352, loss_activity: 1.4459, loss_completeness: 0.1000, loss_reg: 0.0912, loss: 1.6371, grad_norm: 16.3964 2020-10-05 15:21:41,926 - mmaction - INFO - Epoch [10][22/25] lr: 1.000e-03, eta: 1 day, 3:22:03, time: 0.480, data_time: 0.081, memory: 6352, loss_activity: 1.2544, loss_completeness: 0.1059, loss_reg: 0.0588, loss: 1.4191, grad_norm: 18.4247 2020-10-05 15:21:42,337 - mmaction - INFO - Epoch [10][23/25] lr: 1.000e-03, eta: 1 day, 3:15:38, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 1.1553, loss_completeness: 0.1027, loss_reg: 0.1160, loss: 1.3740, grad_norm: 18.5124 2020-10-05 15:21:42,746 - mmaction - INFO - Epoch [10][24/25] lr: 1.000e-03, eta: 1 day, 3:09:16, time: 0.410, data_time: 0.004, memory: 6352, loss_activity: 1.1159, loss_completeness: 0.1029, loss_reg: 0.0773, loss: 1.2961, grad_norm: 14.9315 2020-10-05 15:21:43,158 - mmaction - INFO - Epoch [10][25/25] lr: 1.000e-03, eta: 1 day, 3:02:57, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 1.2892, loss_completeness: 0.1067, loss_reg: 0.0242, loss: 1.4202, grad_norm: 25.7584 2020-10-05 15:21:51,527 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-05 15:21:51,998 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:25:14,904 - mmaction - INFO - Epoch [11][1/25] lr: 1.000e-03, eta: 1 day, 5:41:15, time: 202.748, data_time: 195.527, memory: 6352, loss_activity: 1.2169, loss_completeness: 0.1047, loss_reg: 0.0198, loss: 1.3414, grad_norm: 17.6428 2020-10-05 15:25:15,539 - mmaction - INFO - Epoch [11][2/25] lr: 1.000e-03, eta: 1 day, 5:34:40, time: 0.758, data_time: 0.306, memory: 6352, loss_activity: 1.5363, loss_completeness: 0.1059, loss_reg: 0.0862, loss: 1.7284, grad_norm: 22.2396 2020-10-05 15:25:16,043 - mmaction - INFO - Epoch [11][3/25] lr: 1.000e-03, eta: 1 day, 5:27:55, time: 0.512, data_time: 0.059, memory: 6352, loss_activity: 1.1083, loss_completeness: 0.1157, loss_reg: 0.0933, loss: 1.3173, grad_norm: 28.6313 2020-10-05 15:25:16,649 - mmaction - INFO - Epoch [11][4/25] lr: 1.000e-03, eta: 1 day, 5:21:17, time: 0.585, data_time: 0.030, memory: 6352, loss_activity: 1.5161, loss_completeness: 0.0976, loss_reg: 0.0716, loss: 1.6853, grad_norm: 22.8420 2020-10-05 15:25:17,235 - mmaction - INFO - Epoch [11][5/25] lr: 1.000e-03, eta: 1 day, 5:14:41, time: 0.568, data_time: 0.063, memory: 6352, loss_activity: 1.0194, loss_completeness: 0.1154, loss_reg: 0.0645, loss: 1.1993, grad_norm: 17.5923 2020-10-05 15:25:17,859 - mmaction - INFO - Epoch [11][6/25] lr: 1.000e-03, eta: 1 day, 5:08:11, time: 0.626, data_time: 0.070, memory: 6352, loss_activity: 1.2916, loss_completeness: 0.1029, loss_reg: 0.0714, loss: 1.4659, grad_norm: 19.1128 2020-10-05 15:25:18,349 - mmaction - INFO - Epoch [11][7/25] lr: 1.000e-03, eta: 1 day, 5:01:39, time: 0.526, data_time: 0.069, memory: 6352, loss_activity: 2.0592, loss_completeness: 0.1101, loss_reg: 0.0474, loss: 2.2166, grad_norm: 39.1387 2020-10-05 15:25:18,873 - mmaction - INFO - Epoch [11][8/25] lr: 1.000e-03, eta: 1 day, 4:55:10, time: 0.514, data_time: 0.031, memory: 6352, loss_activity: 1.4285, loss_completeness: 0.0984, loss_reg: 0.0264, loss: 1.5533, grad_norm: 19.2761 2020-10-05 15:25:19,390 - mmaction - INFO - Epoch [11][9/25] lr: 1.000e-03, eta: 1 day, 4:48:45, time: 0.539, data_time: 0.043, memory: 6352, loss_activity: 1.4244, loss_completeness: 0.1095, loss_reg: 0.0578, loss: 1.5917, grad_norm: 15.6865 2020-10-05 15:25:20,102 - mmaction - INFO - Epoch [11][10/25] lr: 1.000e-03, eta: 1 day, 4:42:29, time: 0.662, data_time: 0.019, memory: 6352, loss_activity: 1.4181, loss_completeness: 0.1037, loss_reg: 0.0583, loss: 1.5802, grad_norm: 17.8836 2020-10-05 15:25:20,539 - mmaction - INFO - Epoch [11][11/25] lr: 1.000e-03, eta: 1 day, 4:36:08, time: 0.495, data_time: 0.070, memory: 6352, loss_activity: 1.2774, loss_completeness: 0.1021, loss_reg: 0.0549, loss: 1.4343, grad_norm: 17.5353 2020-10-05 15:25:21,232 - mmaction - INFO - Epoch [11][12/25] lr: 1.000e-03, eta: 1 day, 4:29:53, time: 0.559, data_time: 0.012, memory: 6352, loss_activity: 1.4338, loss_completeness: 0.1091, loss_reg: 0.0488, loss: 1.5917, grad_norm: 16.8923 2020-10-05 15:25:21,715 - mmaction - INFO - Epoch [11][13/25] lr: 1.000e-03, eta: 1 day, 4:23:43, time: 0.624, data_time: 0.147, memory: 6352, loss_activity: 1.4889, loss_completeness: 0.1009, loss_reg: 0.0706, loss: 1.6604, grad_norm: 16.2157 2020-10-05 15:25:22,248 - mmaction - INFO - Epoch [11][14/25] lr: 1.000e-03, eta: 1 day, 4:17:31, time: 0.500, data_time: 0.012, memory: 6352, loss_activity: 1.7210, loss_completeness: 0.0787, loss_reg: 0.0575, loss: 1.8573, grad_norm: 18.4742 2020-10-05 15:25:22,855 - mmaction - INFO - Epoch [11][15/25] lr: 1.000e-03, eta: 1 day, 4:11:27, time: 0.623, data_time: 0.038, memory: 6352, loss_activity: 1.2795, loss_completeness: 0.1045, loss_reg: 0.0186, loss: 1.4026, grad_norm: 15.0070 2020-10-05 15:25:23,289 - mmaction - INFO - Epoch [11][16/25] lr: 1.000e-03, eta: 1 day, 4:05:18, time: 0.451, data_time: 0.023, memory: 6352, loss_activity: 2.0820, loss_completeness: 0.1037, loss_reg: 0.0612, loss: 2.2469, grad_norm: 22.2404 2020-10-05 15:25:23,919 - mmaction - INFO - Epoch [11][17/25] lr: 1.000e-03, eta: 1 day, 3:59:17, time: 0.557, data_time: 0.006, memory: 6352, loss_activity: 1.2417, loss_completeness: 0.1014, loss_reg: 0.0529, loss: 1.3961, grad_norm: 14.5165 2020-10-05 15:25:24,373 - mmaction - INFO - Epoch [11][18/25] lr: 1.000e-03, eta: 1 day, 3:53:15, time: 0.503, data_time: 0.079, memory: 6352, loss_activity: 1.2813, loss_completeness: 0.1024, loss_reg: 0.0634, loss: 1.4470, grad_norm: 14.5090 2020-10-05 15:25:24,911 - mmaction - INFO - Epoch [11][19/25] lr: 1.000e-03, eta: 1 day, 3:47:17, time: 0.501, data_time: 0.047, memory: 6352, loss_activity: 1.5362, loss_completeness: 0.1081, loss_reg: 0.0353, loss: 1.6796, grad_norm: 12.1868 2020-10-05 15:25:25,585 - mmaction - INFO - Epoch [11][20/25] lr: 1.000e-03, eta: 1 day, 3:41:27, time: 0.634, data_time: 0.065, memory: 6352, loss_activity: 1.3341, loss_completeness: 0.0861, loss_reg: 0.0639, loss: 1.4842, grad_norm: 9.6687 2020-10-05 15:25:26,226 - mmaction - INFO - Epoch [11][21/25] lr: 1.000e-03, eta: 1 day, 3:35:43, time: 0.714, data_time: 0.191, memory: 6352, loss_activity: 1.1246, loss_completeness: 0.1008, loss_reg: 0.0334, loss: 1.2588, grad_norm: 14.9865 2020-10-05 15:25:26,711 - mmaction - INFO - Epoch [11][22/25] lr: 1.000e-03, eta: 1 day, 3:29:53, time: 0.511, data_time: 0.083, memory: 6352, loss_activity: 1.9988, loss_completeness: 0.0966, loss_reg: 0.0727, loss: 2.1681, grad_norm: 21.3987 2020-10-05 15:25:27,120 - mmaction - INFO - Epoch [11][23/25] lr: 1.000e-03, eta: 1 day, 3:24:00, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 1.2864, loss_completeness: 0.1004, loss_reg: 0.0534, loss: 1.4402, grad_norm: 11.9882 2020-10-05 15:25:27,528 - mmaction - INFO - Epoch [11][24/25] lr: 1.000e-03, eta: 1 day, 3:18:11, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 1.3138, loss_completeness: 0.1013, loss_reg: 0.0478, loss: 1.4629, grad_norm: 13.8514 2020-10-05 15:25:27,938 - mmaction - INFO - Epoch [11][25/25] lr: 1.000e-03, eta: 1 day, 3:12:23, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 1.4573, loss_completeness: 0.0973, loss_reg: 0.0331, loss: 1.5877, grad_norm: 15.2676 2020-10-05 15:25:36,040 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:28:38,160 - mmaction - INFO - Epoch [12][1/25] lr: 1.000e-03, eta: 1 day, 5:20:45, time: 182.077, data_time: 176.625, memory: 6352, loss_activity: 1.2746, loss_completeness: 0.0985, loss_reg: 0.0630, loss: 1.4361, grad_norm: 13.1872 2020-10-05 15:28:38,818 - mmaction - INFO - Epoch [12][2/25] lr: 1.000e-03, eta: 1 day, 5:14:43, time: 0.636, data_time: 0.159, memory: 6352, loss_activity: 0.9156, loss_completeness: 0.1012, loss_reg: 0.0856, loss: 1.1024, grad_norm: 12.2213 2020-10-05 15:28:39,275 - mmaction - INFO - Epoch [12][3/25] lr: 1.000e-03, eta: 1 day, 5:08:38, time: 0.510, data_time: 0.069, memory: 6352, loss_activity: 1.1276, loss_completeness: 0.1064, loss_reg: 0.0300, loss: 1.2639, grad_norm: 14.3108 2020-10-05 15:28:39,840 - mmaction - INFO - Epoch [12][4/25] lr: 1.000e-03, eta: 1 day, 5:02:36, time: 0.533, data_time: 0.015, memory: 6352, loss_activity: 1.2740, loss_completeness: 0.0910, loss_reg: 0.0798, loss: 1.4448, grad_norm: 15.6676 2020-10-05 15:28:40,342 - mmaction - INFO - Epoch [12][5/25] lr: 1.000e-03, eta: 1 day, 4:56:38, time: 0.528, data_time: 0.052, memory: 6352, loss_activity: 1.2890, loss_completeness: 0.0826, loss_reg: 0.0483, loss: 1.4199, grad_norm: 14.2910 2020-10-05 15:28:41,008 - mmaction - INFO - Epoch [12][6/25] lr: 1.000e-03, eta: 1 day, 4:50:43, time: 0.568, data_time: 0.021, memory: 6352, loss_activity: 1.4058, loss_completeness: 0.1016, loss_reg: 0.0152, loss: 1.5226, grad_norm: 17.1424 2020-10-05 15:28:41,634 - mmaction - INFO - Epoch [12][7/25] lr: 1.000e-03, eta: 1 day, 4:44:57, time: 0.717, data_time: 0.150, memory: 6352, loss_activity: 0.8426, loss_completeness: 0.0987, loss_reg: 0.0780, loss: 1.0193, grad_norm: 15.5341 2020-10-05 15:28:42,115 - mmaction - INFO - Epoch [12][8/25] lr: 1.000e-03, eta: 1 day, 4:39:03, time: 0.467, data_time: 0.034, memory: 6352, loss_activity: 1.8842, loss_completeness: 0.1075, loss_reg: 0.0451, loss: 2.0368, grad_norm: 16.8509 2020-10-05 15:28:42,658 - mmaction - INFO - Epoch [12][9/25] lr: 1.000e-03, eta: 1 day, 4:33:15, time: 0.549, data_time: 0.042, memory: 6352, loss_activity: 1.3446, loss_completeness: 0.1037, loss_reg: 0.0853, loss: 1.5335, grad_norm: 16.8115 2020-10-05 15:28:43,302 - mmaction - INFO - Epoch [12][10/25] lr: 1.000e-03, eta: 1 day, 4:27:31, time: 0.574, data_time: 0.041, memory: 6352, loss_activity: 1.4650, loss_completeness: 0.1068, loss_reg: 0.0554, loss: 1.6272, grad_norm: 20.3593 2020-10-05 15:28:43,854 - mmaction - INFO - Epoch [12][11/25] lr: 1.000e-03, eta: 1 day, 4:21:48, time: 0.555, data_time: 0.119, memory: 6352, loss_activity: 1.2383, loss_completeness: 0.1050, loss_reg: 0.0871, loss: 1.4304, grad_norm: 21.2585 2020-10-05 15:28:44,421 - mmaction - INFO - Epoch [12][12/25] lr: 1.000e-03, eta: 1 day, 4:16:11, time: 0.641, data_time: 0.103, memory: 6352, loss_activity: 1.4340, loss_completeness: 0.1049, loss_reg: 0.0204, loss: 1.5593, grad_norm: 18.4224 2020-10-05 15:28:44,911 - mmaction - INFO - Epoch [12][13/25] lr: 1.000e-03, eta: 1 day, 4:10:31, time: 0.505, data_time: 0.029, memory: 6352, loss_activity: 1.1730, loss_completeness: 0.1064, loss_reg: 0.0827, loss: 1.3622, grad_norm: 15.6683 2020-10-05 15:28:45,460 - mmaction - INFO - Epoch [12][14/25] lr: 1.000e-03, eta: 1 day, 4:04:54, time: 0.533, data_time: 0.025, memory: 6352, loss_activity: 0.7256, loss_completeness: 0.1041, loss_reg: 0.1070, loss: 0.9367, grad_norm: 14.4298 2020-10-05 15:28:46,007 - mmaction - INFO - Epoch [12][15/25] lr: 1.000e-03, eta: 1 day, 3:59:19, time: 0.515, data_time: 0.038, memory: 6352, loss_activity: 1.1855, loss_completeness: 0.0988, loss_reg: 0.0812, loss: 1.3654, grad_norm: 21.7800 2020-10-05 15:28:46,498 - mmaction - INFO - Epoch [12][16/25] lr: 1.000e-03, eta: 1 day, 3:53:45, time: 0.485, data_time: 0.065, memory: 6352, loss_activity: 1.3563, loss_completeness: 0.1155, loss_reg: 0.0513, loss: 1.5232, grad_norm: 17.3308 2020-10-05 15:28:47,036 - mmaction - INFO - Epoch [12][17/25] lr: 1.000e-03, eta: 1 day, 3:48:17, time: 0.575, data_time: 0.068, memory: 6352, loss_activity: 1.3400, loss_completeness: 0.1039, loss_reg: 0.1287, loss: 1.5726, grad_norm: 19.6879 2020-10-05 15:28:47,531 - mmaction - INFO - Epoch [12][18/25] lr: 1.000e-03, eta: 1 day, 3:42:49, time: 0.521, data_time: 0.032, memory: 6352, loss_activity: 1.2804, loss_completeness: 0.1019, loss_reg: 0.0774, loss: 1.4598, grad_norm: 18.5217 2020-10-05 15:28:48,148 - mmaction - INFO - Epoch [12][19/25] lr: 1.000e-03, eta: 1 day, 3:37:25, time: 0.569, data_time: 0.006, memory: 6352, loss_activity: 1.0844, loss_completeness: 0.1018, loss_reg: 0.0727, loss: 1.2590, grad_norm: 15.1603 2020-10-05 15:28:48,783 - mmaction - INFO - Epoch [12][20/25] lr: 1.000e-03, eta: 1 day, 3:32:06, time: 0.633, data_time: 0.058, memory: 6352, loss_activity: 1.1080, loss_completeness: 0.1025, loss_reg: 0.0740, loss: 1.2845, grad_norm: 13.8946 2020-10-05 15:28:49,287 - mmaction - INFO - Epoch [12][21/25] lr: 1.000e-03, eta: 1 day, 3:26:46, time: 0.553, data_time: 0.102, memory: 6352, loss_activity: 1.0954, loss_completeness: 0.0928, loss_reg: 0.0483, loss: 1.2365, grad_norm: 15.4596 2020-10-05 15:28:49,739 - mmaction - INFO - Epoch [12][22/25] lr: 1.000e-03, eta: 1 day, 3:21:23, time: 0.449, data_time: 0.013, memory: 6352, loss_activity: 0.9050, loss_completeness: 0.1102, loss_reg: 0.0385, loss: 1.0537, grad_norm: 21.0130 2020-10-05 15:28:50,176 - mmaction - INFO - Epoch [12][23/25] lr: 1.000e-03, eta: 1 day, 3:16:03, time: 0.440, data_time: 0.010, memory: 6352, loss_activity: 1.9130, loss_completeness: 0.1047, loss_reg: 0.0262, loss: 2.0439, grad_norm: 23.5469 2020-10-05 15:28:50,584 - mmaction - INFO - Epoch [12][24/25] lr: 1.000e-03, eta: 1 day, 3:10:43, time: 0.409, data_time: 0.008, memory: 6352, loss_activity: 1.3212, loss_completeness: 0.1021, loss_reg: 0.0561, loss: 1.4795, grad_norm: 18.6193 2020-10-05 15:28:50,994 - mmaction - INFO - Epoch [12][25/25] lr: 1.000e-03, eta: 1 day, 3:05:26, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 1.1523, loss_completeness: 0.0945, loss_reg: 0.0949, loss: 1.3417, grad_norm: 21.1752 2020-10-05 15:28:59,213 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:31:59,688 - mmaction - INFO - Epoch [13][1/25] lr: 1.000e-03, eta: 1 day, 5:01:41, time: 180.313, data_time: 176.025, memory: 6352, loss_activity: 1.2825, loss_completeness: 0.1069, loss_reg: 0.0597, loss: 1.4490, grad_norm: 15.2193 2020-10-05 15:32:00,371 - mmaction - INFO - Epoch [13][2/25] lr: 1.000e-03, eta: 1 day, 4:56:19, time: 0.795, data_time: 0.299, memory: 6352, loss_activity: 1.2943, loss_completeness: 0.1100, loss_reg: 0.0305, loss: 1.4348, grad_norm: 18.4060 2020-10-05 15:32:00,930 - mmaction - INFO - Epoch [13][3/25] lr: 1.000e-03, eta: 1 day, 4:50:50, time: 0.573, data_time: 0.061, memory: 6352, loss_activity: 1.6814, loss_completeness: 0.0991, loss_reg: 0.0349, loss: 1.8153, grad_norm: 20.9295 2020-10-05 15:32:01,501 - mmaction - INFO - Epoch [13][4/25] lr: 1.000e-03, eta: 1 day, 4:45:18, time: 0.469, data_time: 0.038, memory: 6352, loss_activity: 0.8495, loss_completeness: 0.0995, loss_reg: 0.0383, loss: 0.9873, grad_norm: 17.6124 2020-10-05 15:32:02,077 - mmaction - INFO - Epoch [13][5/25] lr: 1.000e-03, eta: 1 day, 4:39:59, time: 0.711, data_time: 0.141, memory: 6352, loss_activity: 1.4681, loss_completeness: 0.0967, loss_reg: 0.0554, loss: 1.6203, grad_norm: 23.4335 2020-10-05 15:32:02,611 - mmaction - INFO - Epoch [13][6/25] lr: 1.000e-03, eta: 1 day, 4:34:31, time: 0.448, data_time: 0.013, memory: 6352, loss_activity: 1.3877, loss_completeness: 0.0953, loss_reg: 0.0406, loss: 1.5236, grad_norm: 30.2399 2020-10-05 15:32:03,169 - mmaction - INFO - Epoch [13][7/25] lr: 1.000e-03, eta: 1 day, 4:29:09, time: 0.550, data_time: 0.094, memory: 6352, loss_activity: 1.0462, loss_completeness: 0.0914, loss_reg: 0.0297, loss: 1.1672, grad_norm: 19.8598 2020-10-05 15:32:03,730 - mmaction - INFO - Epoch [13][8/25] lr: 1.000e-03, eta: 1 day, 4:23:51, time: 0.570, data_time: 0.106, memory: 6352, loss_activity: 0.9035, loss_completeness: 0.1072, loss_reg: 0.0574, loss: 1.0681, grad_norm: 15.5823 2020-10-05 15:32:04,211 - mmaction - INFO - Epoch [13][9/25] lr: 1.000e-03, eta: 1 day, 4:18:34, time: 0.562, data_time: 0.096, memory: 6352, loss_activity: 1.0736, loss_completeness: 0.1047, loss_reg: 0.0307, loss: 1.2090, grad_norm: 14.2945 2020-10-05 15:32:04,746 - mmaction - INFO - Epoch [13][10/25] lr: 1.000e-03, eta: 1 day, 4:13:18, time: 0.540, data_time: 0.011, memory: 6352, loss_activity: 1.2817, loss_completeness: 0.0961, loss_reg: 0.0678, loss: 1.4456, grad_norm: 19.7022 2020-10-05 15:32:05,344 - mmaction - INFO - Epoch [13][11/25] lr: 1.000e-03, eta: 1 day, 4:08:03, time: 0.515, data_time: 0.012, memory: 6352, loss_activity: 0.9632, loss_completeness: 0.1028, loss_reg: 0.0407, loss: 1.1068, grad_norm: 14.9626 2020-10-05 15:32:05,840 - mmaction - INFO - Epoch [13][12/25] lr: 1.000e-03, eta: 1 day, 4:02:51, time: 0.541, data_time: 0.090, memory: 6352, loss_activity: 0.8323, loss_completeness: 0.0957, loss_reg: 0.0740, loss: 1.0020, grad_norm: 12.9799 2020-10-05 15:32:06,369 - mmaction - INFO - Epoch [13][13/25] lr: 1.000e-03, eta: 1 day, 3:57:41, time: 0.537, data_time: 0.044, memory: 6352, loss_activity: 0.9509, loss_completeness: 0.1076, loss_reg: 0.0218, loss: 1.0803, grad_norm: 14.9193 2020-10-05 15:32:06,876 - mmaction - INFO - Epoch [13][14/25] lr: 1.000e-03, eta: 1 day, 3:52:33, time: 0.516, data_time: 0.038, memory: 6352, loss_activity: 1.1827, loss_completeness: 0.0957, loss_reg: 0.0419, loss: 1.3203, grad_norm: 14.6155 2020-10-05 15:32:07,517 - mmaction - INFO - Epoch [13][15/25] lr: 1.000e-03, eta: 1 day, 3:47:26, time: 0.516, data_time: 0.027, memory: 6352, loss_activity: 0.8451, loss_completeness: 0.1002, loss_reg: 0.0519, loss: 0.9972, grad_norm: 12.6204 2020-10-05 15:32:08,067 - mmaction - INFO - Epoch [13][16/25] lr: 1.000e-03, eta: 1 day, 3:42:24, time: 0.589, data_time: 0.156, memory: 6352, loss_activity: 1.6458, loss_completeness: 0.0847, loss_reg: 0.0606, loss: 1.7911, grad_norm: 21.2272 2020-10-05 15:32:08,577 - mmaction - INFO - Epoch [13][17/25] lr: 1.000e-03, eta: 1 day, 3:37:22, time: 0.544, data_time: 0.119, memory: 6352, loss_activity: 0.9459, loss_completeness: 0.0985, loss_reg: 0.0231, loss: 1.0674, grad_norm: 15.8441 2020-10-05 15:32:09,090 - mmaction - INFO - Epoch [13][18/25] lr: 1.000e-03, eta: 1 day, 3:32:23, time: 0.583, data_time: 0.080, memory: 6352, loss_activity: 1.0094, loss_completeness: 0.1077, loss_reg: 0.0214, loss: 1.1385, grad_norm: 14.1286 2020-10-05 15:32:09,560 - mmaction - INFO - Epoch [13][19/25] lr: 1.000e-03, eta: 1 day, 3:27:22, time: 0.458, data_time: 0.013, memory: 6352, loss_activity: 1.4217, loss_completeness: 0.1010, loss_reg: 0.0709, loss: 1.5936, grad_norm: 15.4837 2020-10-05 15:32:10,140 - mmaction - INFO - Epoch [13][20/25] lr: 1.000e-03, eta: 1 day, 3:22:27, time: 0.595, data_time: 0.020, memory: 6352, loss_activity: 1.4287, loss_completeness: 0.1028, loss_reg: 0.0522, loss: 1.5837, grad_norm: 16.3201 2020-10-05 15:32:10,869 - mmaction - INFO - Epoch [13][21/25] lr: 1.000e-03, eta: 1 day, 3:17:32, time: 0.528, data_time: 0.090, memory: 6352, loss_activity: 1.0263, loss_completeness: 0.0915, loss_reg: 0.0378, loss: 1.1556, grad_norm: 15.0454 2020-10-05 15:32:11,323 - mmaction - INFO - Epoch [13][22/25] lr: 1.000e-03, eta: 1 day, 3:12:44, time: 0.655, data_time: 0.242, memory: 6352, loss_activity: 1.0573, loss_completeness: 0.1095, loss_reg: 0.0551, loss: 1.2219, grad_norm: 14.2859 2020-10-05 15:32:11,746 - mmaction - INFO - Epoch [13][23/25] lr: 1.000e-03, eta: 1 day, 3:07:49, time: 0.422, data_time: 0.025, memory: 6352, loss_activity: 0.9853, loss_completeness: 0.0871, loss_reg: 0.0803, loss: 1.1527, grad_norm: 17.4371 2020-10-05 15:32:12,154 - mmaction - INFO - Epoch [13][24/25] lr: 1.000e-03, eta: 1 day, 3:02:55, time: 0.409, data_time: 0.009, memory: 6352, loss_activity: 1.2468, loss_completeness: 0.0948, loss_reg: 0.0865, loss: 1.4281, grad_norm: 15.5208 2020-10-05 15:32:12,563 - mmaction - INFO - Epoch [13][25/25] lr: 1.000e-03, eta: 1 day, 2:58:02, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 1.1475, loss_completeness: 0.0991, loss_reg: 0.0521, loss: 1.2987, grad_norm: 17.5227 2020-10-05 15:32:20,275 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:35:22,541 - mmaction - INFO - Epoch [14][1/25] lr: 1.000e-03, eta: 1 day, 4:46:19, time: 182.164, data_time: 176.940, memory: 6352, loss_activity: 1.1502, loss_completeness: 0.1005, loss_reg: 0.0396, loss: 1.2903, grad_norm: 19.9638 2020-10-05 15:35:23,175 - mmaction - INFO - Epoch [14][2/25] lr: 1.000e-03, eta: 1 day, 4:41:20, time: 0.711, data_time: 0.216, memory: 6352, loss_activity: 0.9274, loss_completeness: 0.1001, loss_reg: 0.0449, loss: 1.0725, grad_norm: 18.1159 2020-10-05 15:35:23,715 - mmaction - INFO - Epoch [14][3/25] lr: 1.000e-03, eta: 1 day, 4:36:15, time: 0.496, data_time: 0.035, memory: 6352, loss_activity: 0.8022, loss_completeness: 0.1095, loss_reg: 0.0317, loss: 0.9435, grad_norm: 14.6042 2020-10-05 15:35:24,189 - mmaction - INFO - Epoch [14][4/25] lr: 1.000e-03, eta: 1 day, 4:31:14, time: 0.534, data_time: 0.072, memory: 6352, loss_activity: 0.9872, loss_completeness: 0.1020, loss_reg: 0.0372, loss: 1.1264, grad_norm: 14.3310 2020-10-05 15:35:24,792 - mmaction - INFO - Epoch [14][5/25] lr: 1.000e-03, eta: 1 day, 4:26:15, time: 0.572, data_time: 0.010, memory: 6352, loss_activity: 1.3056, loss_completeness: 0.1029, loss_reg: 0.0342, loss: 1.4427, grad_norm: 14.4168 2020-10-05 15:35:25,312 - mmaction - INFO - Epoch [14][6/25] lr: 1.000e-03, eta: 1 day, 4:21:18, time: 0.546, data_time: 0.046, memory: 6352, loss_activity: 1.3601, loss_completeness: 0.0978, loss_reg: 0.0593, loss: 1.5173, grad_norm: 14.2060 2020-10-05 15:35:25,895 - mmaction - INFO - Epoch [14][7/25] lr: 1.000e-03, eta: 1 day, 4:16:23, time: 0.588, data_time: 0.017, memory: 6352, loss_activity: 0.6817, loss_completeness: 0.0966, loss_reg: 0.0793, loss: 0.8576, grad_norm: 15.7748 2020-10-05 15:35:26,506 - mmaction - INFO - Epoch [14][8/25] lr: 1.000e-03, eta: 1 day, 4:11:30, time: 0.548, data_time: 0.012, memory: 6352, loss_activity: 1.4088, loss_completeness: 0.1038, loss_reg: 0.0502, loss: 1.5628, grad_norm: 16.6576 2020-10-05 15:35:27,014 - mmaction - INFO - Epoch [14][9/25] lr: 1.000e-03, eta: 1 day, 4:06:37, time: 0.542, data_time: 0.104, memory: 6352, loss_activity: 1.1529, loss_completeness: 0.1045, loss_reg: 0.0531, loss: 1.3104, grad_norm: 14.6681 2020-10-05 15:35:27,535 - mmaction - INFO - Epoch [14][10/25] lr: 1.000e-03, eta: 1 day, 4:01:47, time: 0.555, data_time: 0.047, memory: 6352, loss_activity: 1.0326, loss_completeness: 0.1009, loss_reg: 0.0287, loss: 1.1622, grad_norm: 19.4293 2020-10-05 15:35:28,049 - mmaction - INFO - Epoch [14][11/25] lr: 1.000e-03, eta: 1 day, 3:56:56, time: 0.500, data_time: 0.006, memory: 6352, loss_activity: 0.6805, loss_completeness: 0.1027, loss_reg: 0.0573, loss: 0.8404, grad_norm: 13.7104 2020-10-05 15:35:28,579 - mmaction - INFO - Epoch [14][12/25] lr: 1.000e-03, eta: 1 day, 3:52:08, time: 0.522, data_time: 0.020, memory: 6352, loss_activity: 1.1124, loss_completeness: 0.1081, loss_reg: 0.0509, loss: 1.2714, grad_norm: 15.7780 2020-10-05 15:35:29,137 - mmaction - INFO - Epoch [14][13/25] lr: 1.000e-03, eta: 1 day, 3:47:24, time: 0.580, data_time: 0.037, memory: 6352, loss_activity: 0.7441, loss_completeness: 0.0954, loss_reg: 0.0473, loss: 0.8868, grad_norm: 12.9787 2020-10-05 15:35:29,773 - mmaction - INFO - Epoch [14][14/25] lr: 1.000e-03, eta: 1 day, 3:42:42, time: 0.597, data_time: 0.022, memory: 6352, loss_activity: 0.8983, loss_completeness: 0.1041, loss_reg: 0.0471, loss: 1.0495, grad_norm: 15.1387 2020-10-05 15:35:30,388 - mmaction - INFO - Epoch [14][15/25] lr: 1.000e-03, eta: 1 day, 3:38:02, time: 0.588, data_time: 0.047, memory: 6352, loss_activity: 1.1003, loss_completeness: 0.0860, loss_reg: 0.0710, loss: 1.2573, grad_norm: 21.2564 2020-10-05 15:35:30,933 - mmaction - INFO - Epoch [14][16/25] lr: 1.000e-03, eta: 1 day, 3:33:20, time: 0.520, data_time: 0.074, memory: 6352, loss_activity: 0.4772, loss_completeness: 0.0875, loss_reg: 0.0448, loss: 0.6095, grad_norm: 16.6154 2020-10-05 15:35:31,527 - mmaction - INFO - Epoch [14][17/25] lr: 1.000e-03, eta: 1 day, 3:28:45, time: 0.630, data_time: 0.110, memory: 6352, loss_activity: 0.7786, loss_completeness: 0.1029, loss_reg: 0.0388, loss: 0.9203, grad_norm: 15.3810 2020-10-05 15:35:32,075 - mmaction - INFO - Epoch [14][18/25] lr: 1.000e-03, eta: 1 day, 3:24:08, time: 0.550, data_time: 0.063, memory: 6352, loss_activity: 1.1308, loss_completeness: 0.1014, loss_reg: 0.0643, loss: 1.2964, grad_norm: 20.6531 2020-10-05 15:35:32,565 - mmaction - INFO - Epoch [14][19/25] lr: 1.000e-03, eta: 1 day, 3:19:30, time: 0.504, data_time: 0.076, memory: 6352, loss_activity: 1.2052, loss_completeness: 0.1112, loss_reg: 0.0658, loss: 1.3822, grad_norm: 25.1186 2020-10-05 15:35:33,162 - mmaction - INFO - Epoch [14][20/25] lr: 1.000e-03, eta: 1 day, 3:14:58, time: 0.587, data_time: 0.070, memory: 6352, loss_activity: 1.0742, loss_completeness: 0.0997, loss_reg: 0.0395, loss: 1.2134, grad_norm: 25.5084 2020-10-05 15:35:33,747 - mmaction - INFO - Epoch [14][21/25] lr: 1.000e-03, eta: 1 day, 3:10:29, time: 0.634, data_time: 0.104, memory: 6352, loss_activity: 0.9556, loss_completeness: 0.1066, loss_reg: 0.1087, loss: 1.1708, grad_norm: 18.5070 2020-10-05 15:35:34,220 - mmaction - INFO - Epoch [14][22/25] lr: 1.000e-03, eta: 1 day, 3:05:55, time: 0.469, data_time: 0.048, memory: 6352, loss_activity: 0.7048, loss_completeness: 0.1127, loss_reg: 0.0867, loss: 0.9043, grad_norm: 18.5150 2020-10-05 15:35:34,634 - mmaction - INFO - Epoch [14][23/25] lr: 1.000e-03, eta: 1 day, 3:01:21, time: 0.414, data_time: 0.010, memory: 6352, loss_activity: 1.2638, loss_completeness: 0.1043, loss_reg: 0.0944, loss: 1.4625, grad_norm: 22.1272 2020-10-05 15:35:35,047 - mmaction - INFO - Epoch [14][24/25] lr: 1.000e-03, eta: 1 day, 2:56:49, time: 0.413, data_time: 0.009, memory: 6352, loss_activity: 1.0362, loss_completeness: 0.0817, loss_reg: 0.0368, loss: 1.1547, grad_norm: 20.7121 2020-10-05 15:35:35,459 - mmaction - INFO - Epoch [14][25/25] lr: 1.000e-03, eta: 1 day, 2:52:18, time: 0.416, data_time: 0.010, memory: 6352, loss_activity: 1.8054, loss_completeness: 0.1096, loss_reg: 0.0292, loss: 1.9443, grad_norm: 26.1327 2020-10-05 15:35:42,508 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:38:45,861 - mmaction - INFO - Epoch [15][1/25] lr: 1.000e-03, eta: 1 day, 4:33:17, time: 183.245, data_time: 178.021, memory: 6352, loss_activity: 1.1143, loss_completeness: 0.1021, loss_reg: 0.0615, loss: 1.2780, grad_norm: 21.2502 2020-10-05 15:38:46,556 - mmaction - INFO - Epoch [15][2/25] lr: 1.000e-03, eta: 1 day, 4:28:40, time: 0.661, data_time: 0.229, memory: 6352, loss_activity: 1.5411, loss_completeness: 0.1016, loss_reg: 0.0328, loss: 1.6756, grad_norm: 22.8803 2020-10-05 15:38:47,039 - mmaction - INFO - Epoch [15][3/25] lr: 1.000e-03, eta: 1 day, 4:24:00, time: 0.562, data_time: 0.148, memory: 6352, loss_activity: 1.1786, loss_completeness: 0.1025, loss_reg: 0.0572, loss: 1.3383, grad_norm: 17.5998 2020-10-05 15:38:47,514 - mmaction - INFO - Epoch [15][4/25] lr: 1.000e-03, eta: 1 day, 4:19:21, time: 0.535, data_time: 0.071, memory: 6352, loss_activity: 1.6233, loss_completeness: 0.0923, loss_reg: 0.0245, loss: 1.7401, grad_norm: 27.4741 2020-10-05 15:38:48,073 - mmaction - INFO - Epoch [15][5/25] lr: 1.000e-03, eta: 1 day, 4:14:43, time: 0.503, data_time: 0.015, memory: 6352, loss_activity: 0.9566, loss_completeness: 0.0998, loss_reg: 0.0722, loss: 1.1286, grad_norm: 18.9363 2020-10-05 15:38:48,585 - mmaction - INFO - Epoch [15][6/25] lr: 1.000e-03, eta: 1 day, 4:10:07, time: 0.535, data_time: 0.079, memory: 6352, loss_activity: 1.0084, loss_completeness: 0.0936, loss_reg: 0.0572, loss: 1.1593, grad_norm: 17.0833 2020-10-05 15:38:49,162 - mmaction - INFO - Epoch [15][7/25] lr: 1.000e-03, eta: 1 day, 4:05:35, time: 0.581, data_time: 0.044, memory: 6352, loss_activity: 0.9324, loss_completeness: 0.1059, loss_reg: 0.0398, loss: 1.0781, grad_norm: 14.1138 2020-10-05 15:38:49,644 - mmaction - INFO - Epoch [15][8/25] lr: 1.000e-03, eta: 1 day, 4:01:00, time: 0.488, data_time: 0.047, memory: 6352, loss_activity: 1.0366, loss_completeness: 0.0908, loss_reg: 0.0861, loss: 1.2135, grad_norm: 18.3743 2020-10-05 15:38:50,114 - mmaction - INFO - Epoch [15][9/25] lr: 1.000e-03, eta: 1 day, 3:56:28, time: 0.488, data_time: 0.064, memory: 6352, loss_activity: 1.2971, loss_completeness: 0.0987, loss_reg: 0.0314, loss: 1.4273, grad_norm: 26.1292 2020-10-05 15:38:50,676 - mmaction - INFO - Epoch [15][10/25] lr: 1.000e-03, eta: 1 day, 3:51:58, time: 0.544, data_time: 0.010, memory: 6352, loss_activity: 1.3826, loss_completeness: 0.1072, loss_reg: 0.0591, loss: 1.5489, grad_norm: 16.9354 2020-10-05 15:38:51,202 - mmaction - INFO - Epoch [15][11/25] lr: 1.000e-03, eta: 1 day, 3:47:31, time: 0.548, data_time: 0.053, memory: 6352, loss_activity: 1.1052, loss_completeness: 0.1021, loss_reg: 0.0375, loss: 1.2448, grad_norm: 15.3048 2020-10-05 15:38:51,673 - mmaction - INFO - Epoch [15][12/25] lr: 1.000e-03, eta: 1 day, 3:43:01, time: 0.454, data_time: 0.006, memory: 6352, loss_activity: 0.8120, loss_completeness: 0.1034, loss_reg: 0.0812, loss: 0.9967, grad_norm: 16.9628 2020-10-05 15:38:52,344 - mmaction - INFO - Epoch [15][13/25] lr: 1.000e-03, eta: 1 day, 3:38:41, time: 0.689, data_time: 0.024, memory: 6352, loss_activity: 1.4658, loss_completeness: 0.0955, loss_reg: 0.0460, loss: 1.6073, grad_norm: 17.8538 2020-10-05 15:38:52,832 - mmaction - INFO - Epoch [15][14/25] lr: 1.000e-03, eta: 1 day, 3:34:15, time: 0.471, data_time: 0.009, memory: 6352, loss_activity: 1.0093, loss_completeness: 0.0919, loss_reg: 0.0833, loss: 1.1844, grad_norm: 17.0216 2020-10-05 15:38:53,585 - mmaction - INFO - Epoch [15][15/25] lr: 1.000e-03, eta: 1 day, 3:29:55, time: 0.607, data_time: 0.023, memory: 6352, loss_activity: 1.3552, loss_completeness: 0.1081, loss_reg: 0.0205, loss: 1.4837, grad_norm: 15.3813 2020-10-05 15:38:54,096 - mmaction - INFO - Epoch [15][16/25] lr: 1.000e-03, eta: 1 day, 3:25:37, time: 0.610, data_time: 0.168, memory: 6352, loss_activity: 0.9185, loss_completeness: 0.0970, loss_reg: 0.0857, loss: 1.1012, grad_norm: 11.9858 2020-10-05 15:38:54,618 - mmaction - INFO - Epoch [15][17/25] lr: 1.000e-03, eta: 1 day, 3:21:18, time: 0.539, data_time: 0.070, memory: 6352, loss_activity: 0.9422, loss_completeness: 0.1014, loss_reg: 0.0312, loss: 1.0747, grad_norm: 13.4271 2020-10-05 15:38:55,103 - mmaction - INFO - Epoch [15][18/25] lr: 1.000e-03, eta: 1 day, 3:16:59, time: 0.516, data_time: 0.052, memory: 6352, loss_activity: 0.9488, loss_completeness: 0.1050, loss_reg: 0.0673, loss: 1.1211, grad_norm: 15.2880 2020-10-05 15:38:55,634 - mmaction - INFO - Epoch [15][19/25] lr: 1.000e-03, eta: 1 day, 3:12:42, time: 0.540, data_time: 0.023, memory: 6352, loss_activity: 1.0859, loss_completeness: 0.0938, loss_reg: 0.0468, loss: 1.2264, grad_norm: 14.4157 2020-10-05 15:38:56,137 - mmaction - INFO - Epoch [15][20/25] lr: 1.000e-03, eta: 1 day, 3:08:26, time: 0.509, data_time: 0.012, memory: 6352, loss_activity: 0.9706, loss_completeness: 0.0939, loss_reg: 0.0585, loss: 1.1230, grad_norm: 15.2903 2020-10-05 15:38:56,840 - mmaction - INFO - Epoch [15][21/25] lr: 1.000e-03, eta: 1 day, 3:04:16, time: 0.658, data_time: 0.068, memory: 6352, loss_activity: 1.2303, loss_completeness: 0.0833, loss_reg: 0.0385, loss: 1.3521, grad_norm: 19.1602 2020-10-05 15:38:57,305 - mmaction - INFO - Epoch [15][22/25] lr: 1.000e-03, eta: 1 day, 3:00:03, time: 0.510, data_time: 0.076, memory: 6352, loss_activity: 0.9188, loss_completeness: 0.1069, loss_reg: 0.0432, loss: 1.0689, grad_norm: 12.3405 2020-10-05 15:38:57,718 - mmaction - INFO - Epoch [15][23/25] lr: 1.000e-03, eta: 1 day, 2:55:48, time: 0.408, data_time: 0.007, memory: 6352, loss_activity: 1.0232, loss_completeness: 0.0904, loss_reg: 0.0817, loss: 1.1953, grad_norm: 16.2731 2020-10-05 15:38:58,136 - mmaction - INFO - Epoch [15][24/25] lr: 1.000e-03, eta: 1 day, 2:51:34, time: 0.419, data_time: 0.014, memory: 6352, loss_activity: 1.0359, loss_completeness: 0.0898, loss_reg: 0.0301, loss: 1.1559, grad_norm: 15.3854 2020-10-05 15:38:58,551 - mmaction - INFO - Epoch [15][25/25] lr: 1.000e-03, eta: 1 day, 2:47:22, time: 0.415, data_time: 0.010, memory: 6352, loss_activity: 1.1921, loss_completeness: 0.1005, loss_reg: 0.0382, loss: 1.3308, grad_norm: 16.5900 2020-10-05 15:39:05,635 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-05 15:39:05,997 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:42:07,131 - mmaction - INFO - Epoch [16][1/25] lr: 1.000e-03, eta: 1 day, 4:20:13, time: 180.973, data_time: 177.195, memory: 6352, loss_activity: 0.6088, loss_completeness: 0.0922, loss_reg: 0.0287, loss: 0.7297, grad_norm: 18.0573 2020-10-05 15:42:07,739 - mmaction - INFO - Epoch [16][2/25] lr: 1.000e-03, eta: 1 day, 4:15:58, time: 0.756, data_time: 0.251, memory: 6352, loss_activity: 1.0211, loss_completeness: 0.1053, loss_reg: 0.0667, loss: 1.1931, grad_norm: 18.6161 2020-10-05 15:42:08,252 - mmaction - INFO - Epoch [16][3/25] lr: 1.000e-03, eta: 1 day, 4:11:36, time: 0.485, data_time: 0.017, memory: 6352, loss_activity: 0.8639, loss_completeness: 0.1145, loss_reg: 0.0636, loss: 1.0420, grad_norm: 18.7673 2020-10-05 15:42:08,798 - mmaction - INFO - Epoch [16][4/25] lr: 1.000e-03, eta: 1 day, 4:07:19, time: 0.584, data_time: 0.044, memory: 6352, loss_activity: 1.1338, loss_completeness: 0.1007, loss_reg: 0.0576, loss: 1.2922, grad_norm: 17.3731 2020-10-05 15:42:09,293 - mmaction - INFO - Epoch [16][5/25] lr: 1.000e-03, eta: 1 day, 4:02:57, time: 0.429, data_time: 0.012, memory: 6352, loss_activity: 0.8916, loss_completeness: 0.1030, loss_reg: 0.0894, loss: 1.0840, grad_norm: 19.4458 2020-10-05 15:42:09,787 - mmaction - INFO - Epoch [16][6/25] lr: 1.000e-03, eta: 1 day, 3:58:41, time: 0.545, data_time: 0.076, memory: 6352, loss_activity: 0.8212, loss_completeness: 0.0962, loss_reg: 0.0634, loss: 0.9807, grad_norm: 17.2461 2020-10-05 15:42:10,415 - mmaction - INFO - Epoch [16][7/25] lr: 1.000e-03, eta: 1 day, 3:54:27, time: 0.564, data_time: 0.029, memory: 6352, loss_activity: 0.8909, loss_completeness: 0.0973, loss_reg: 0.0360, loss: 1.0243, grad_norm: 16.1987 2020-10-05 15:42:10,878 - mmaction - INFO - Epoch [16][8/25] lr: 1.000e-03, eta: 1 day, 3:50:14, time: 0.542, data_time: 0.098, memory: 6352, loss_activity: 2.3288, loss_completeness: 0.1062, loss_reg: 0.0586, loss: 2.4935, grad_norm: 29.7922 2020-10-05 15:42:11,525 - mmaction - INFO - Epoch [16][9/25] lr: 1.000e-03, eta: 1 day, 3:46:03, time: 0.566, data_time: 0.026, memory: 6352, loss_activity: 1.5654, loss_completeness: 0.0968, loss_reg: 0.0314, loss: 1.6936, grad_norm: 31.6579 2020-10-05 15:42:12,077 - mmaction - INFO - Epoch [16][10/25] lr: 1.000e-03, eta: 1 day, 3:41:55, time: 0.633, data_time: 0.089, memory: 6352, loss_activity: 1.6357, loss_completeness: 0.1056, loss_reg: 0.0901, loss: 1.8314, grad_norm: 23.5801 2020-10-05 15:42:12,619 - mmaction - INFO - Epoch [16][11/25] lr: 1.000e-03, eta: 1 day, 3:37:45, time: 0.529, data_time: 0.021, memory: 6352, loss_activity: 1.2294, loss_completeness: 0.0965, loss_reg: 0.0575, loss: 1.3835, grad_norm: 20.9041 2020-10-05 15:42:13,129 - mmaction - INFO - Epoch [16][12/25] lr: 1.000e-03, eta: 1 day, 3:33:35, time: 0.483, data_time: 0.027, memory: 6352, loss_activity: 1.0607, loss_completeness: 0.0944, loss_reg: 0.0546, loss: 1.2096, grad_norm: 16.0396 2020-10-05 15:42:13,684 - mmaction - INFO - Epoch [16][13/25] lr: 1.000e-03, eta: 1 day, 3:29:27, time: 0.512, data_time: 0.046, memory: 6352, loss_activity: 0.9999, loss_completeness: 0.0925, loss_reg: 0.0366, loss: 1.1291, grad_norm: 13.2972 2020-10-05 15:42:14,267 - mmaction - INFO - Epoch [16][14/25] lr: 1.000e-03, eta: 1 day, 3:25:23, time: 0.617, data_time: 0.091, memory: 6352, loss_activity: 1.2557, loss_completeness: 0.0882, loss_reg: 0.0434, loss: 1.3873, grad_norm: 13.7998 2020-10-05 15:42:14,841 - mmaction - INFO - Epoch [16][15/25] lr: 1.000e-03, eta: 1 day, 3:21:21, time: 0.598, data_time: 0.058, memory: 6352, loss_activity: 1.2424, loss_completeness: 0.0954, loss_reg: 0.0265, loss: 1.3643, grad_norm: 15.8475 2020-10-05 15:42:15,318 - mmaction - INFO - Epoch [16][16/25] lr: 1.000e-03, eta: 1 day, 3:17:15, time: 0.473, data_time: 0.031, memory: 6352, loss_activity: 1.2370, loss_completeness: 0.1079, loss_reg: 0.0325, loss: 1.3774, grad_norm: 16.8566 2020-10-05 15:42:15,872 - mmaction - INFO - Epoch [16][17/25] lr: 1.000e-03, eta: 1 day, 3:13:13, time: 0.541, data_time: 0.036, memory: 6352, loss_activity: 1.0037, loss_completeness: 0.1048, loss_reg: 0.0969, loss: 1.2054, grad_norm: 12.8442 2020-10-05 15:42:16,465 - mmaction - INFO - Epoch [16][18/25] lr: 1.000e-03, eta: 1 day, 3:09:15, time: 0.610, data_time: 0.059, memory: 6352, loss_activity: 1.1531, loss_completeness: 0.1031, loss_reg: 0.0621, loss: 1.3183, grad_norm: 13.8428 2020-10-05 15:42:17,012 - mmaction - INFO - Epoch [16][19/25] lr: 1.000e-03, eta: 1 day, 3:05:14, time: 0.486, data_time: 0.039, memory: 6352, loss_activity: 1.0926, loss_completeness: 0.1017, loss_reg: 0.0693, loss: 1.2637, grad_norm: 14.7270 2020-10-05 15:42:17,522 - mmaction - INFO - Epoch [16][20/25] lr: 1.000e-03, eta: 1 day, 3:01:16, time: 0.560, data_time: 0.093, memory: 6352, loss_activity: 1.3075, loss_completeness: 0.0984, loss_reg: 0.0481, loss: 1.4540, grad_norm: 18.0410 2020-10-05 15:42:18,035 - mmaction - INFO - Epoch [16][21/25] lr: 1.000e-03, eta: 1 day, 2:57:19, time: 0.540, data_time: 0.077, memory: 6352, loss_activity: 1.0345, loss_completeness: 0.0947, loss_reg: 0.0485, loss: 1.1777, grad_norm: 17.7029 2020-10-05 15:42:18,578 - mmaction - INFO - Epoch [16][22/25] lr: 1.000e-03, eta: 1 day, 2:53:22, time: 0.514, data_time: 0.025, memory: 6352, loss_activity: 1.2391, loss_completeness: 0.0965, loss_reg: 0.0516, loss: 1.3872, grad_norm: 13.6131 2020-10-05 15:42:19,003 - mmaction - INFO - Epoch [16][23/25] lr: 1.000e-03, eta: 1 day, 2:49:25, time: 0.458, data_time: 0.042, memory: 6352, loss_activity: 1.1367, loss_completeness: 0.1075, loss_reg: 0.1014, loss: 1.3455, grad_norm: 19.3749 2020-10-05 15:42:19,417 - mmaction - INFO - Epoch [16][24/25] lr: 1.000e-03, eta: 1 day, 2:45:27, time: 0.414, data_time: 0.010, memory: 6352, loss_activity: 0.6989, loss_completeness: 0.0975, loss_reg: 0.0674, loss: 0.8638, grad_norm: 11.6487 2020-10-05 15:42:19,833 - mmaction - INFO - Epoch [16][25/25] lr: 1.000e-03, eta: 1 day, 2:41:31, time: 0.416, data_time: 0.010, memory: 6352, loss_activity: 1.2586, loss_completeness: 0.0967, loss_reg: 0.0292, loss: 1.3846, grad_norm: 18.8727 2020-10-05 15:42:27,796 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:45:33,471 - mmaction - INFO - Epoch [17][1/25] lr: 1.000e-03, eta: 1 day, 4:10:44, time: 185.621, data_time: 181.463, memory: 6352, loss_activity: 1.3832, loss_completeness: 0.1063, loss_reg: 0.0406, loss: 1.5300, grad_norm: 21.6289 2020-10-05 15:45:34,073 - mmaction - INFO - Epoch [17][2/25] lr: 1.000e-03, eta: 1 day, 4:06:41, time: 0.598, data_time: 0.166, memory: 6352, loss_activity: 1.2350, loss_completeness: 0.1010, loss_reg: 0.0755, loss: 1.4115, grad_norm: 19.4865 2020-10-05 15:45:34,596 - mmaction - INFO - Epoch [17][3/25] lr: 1.000e-03, eta: 1 day, 4:02:38, time: 0.548, data_time: 0.064, memory: 6352, loss_activity: 0.9459, loss_completeness: 0.1130, loss_reg: 0.0591, loss: 1.1180, grad_norm: 11.7862 2020-10-05 15:45:35,129 - mmaction - INFO - Epoch [17][4/25] lr: 1.000e-03, eta: 1 day, 3:58:37, time: 0.563, data_time: 0.075, memory: 6352, loss_activity: 1.1118, loss_completeness: 0.0997, loss_reg: 0.1153, loss: 1.3268, grad_norm: 19.4520 2020-10-05 15:45:35,627 - mmaction - INFO - Epoch [17][5/25] lr: 1.000e-03, eta: 1 day, 3:54:33, time: 0.440, data_time: 0.005, memory: 6352, loss_activity: 1.1074, loss_completeness: 0.1127, loss_reg: 0.0859, loss: 1.3060, grad_norm: 25.0554 2020-10-05 15:45:36,160 - mmaction - INFO - Epoch [17][6/25] lr: 1.000e-03, eta: 1 day, 3:50:35, time: 0.591, data_time: 0.065, memory: 6352, loss_activity: 1.6950, loss_completeness: 0.0932, loss_reg: 0.0712, loss: 1.8594, grad_norm: 25.5134 2020-10-05 15:45:36,788 - mmaction - INFO - Epoch [17][7/25] lr: 1.000e-03, eta: 1 day, 3:46:38, time: 0.579, data_time: 0.014, memory: 6352, loss_activity: 1.4325, loss_completeness: 0.1080, loss_reg: 0.0641, loss: 1.6046, grad_norm: 19.4608 2020-10-05 15:45:37,329 - mmaction - INFO - Epoch [17][8/25] lr: 1.000e-03, eta: 1 day, 3:42:41, time: 0.579, data_time: 0.088, memory: 6352, loss_activity: 1.0919, loss_completeness: 0.1031, loss_reg: 0.0280, loss: 1.2230, grad_norm: 15.7269 2020-10-05 15:45:37,870 - mmaction - INFO - Epoch [17][9/25] lr: 1.000e-03, eta: 1 day, 3:38:45, time: 0.551, data_time: 0.020, memory: 6352, loss_activity: 1.1062, loss_completeness: 0.1066, loss_reg: 0.0360, loss: 1.2488, grad_norm: 15.5631 2020-10-05 15:45:38,442 - mmaction - INFO - Epoch [17][10/25] lr: 1.000e-03, eta: 1 day, 3:34:51, time: 0.574, data_time: 0.007, memory: 6352, loss_activity: 1.2033, loss_completeness: 0.0917, loss_reg: 0.0445, loss: 1.3396, grad_norm: 16.9491 2020-10-05 15:45:39,096 - mmaction - INFO - Epoch [17][11/25] lr: 1.000e-03, eta: 1 day, 3:30:57, time: 0.507, data_time: 0.009, memory: 6352, loss_activity: 0.6689, loss_completeness: 0.1026, loss_reg: 0.0678, loss: 0.8393, grad_norm: 13.7262 2020-10-05 15:45:39,637 - mmaction - INFO - Epoch [17][12/25] lr: 1.000e-03, eta: 1 day, 3:27:05, time: 0.596, data_time: 0.166, memory: 6352, loss_activity: 1.2450, loss_completeness: 0.0971, loss_reg: 0.0348, loss: 1.3769, grad_norm: 18.6303 2020-10-05 15:45:40,108 - mmaction - INFO - Epoch [17][13/25] lr: 1.000e-03, eta: 1 day, 3:23:13, time: 0.518, data_time: 0.105, memory: 6352, loss_activity: 0.9239, loss_completeness: 0.1021, loss_reg: 0.0676, loss: 1.0936, grad_norm: 14.9886 2020-10-05 15:45:40,705 - mmaction - INFO - Epoch [17][14/25] lr: 1.000e-03, eta: 1 day, 3:19:26, time: 0.642, data_time: 0.051, memory: 6352, loss_activity: 0.9539, loss_completeness: 0.0871, loss_reg: 0.0620, loss: 1.1030, grad_norm: 15.2528 2020-10-05 15:45:41,195 - mmaction - INFO - Epoch [17][15/25] lr: 1.000e-03, eta: 1 day, 3:15:35, time: 0.485, data_time: 0.015, memory: 6352, loss_activity: 0.7129, loss_completeness: 0.0891, loss_reg: 0.0381, loss: 0.8400, grad_norm: 15.6198 2020-10-05 15:45:41,821 - mmaction - INFO - Epoch [17][16/25] lr: 1.000e-03, eta: 1 day, 3:11:48, time: 0.593, data_time: 0.012, memory: 6352, loss_activity: 0.9420, loss_completeness: 0.1012, loss_reg: 0.0924, loss: 1.1355, grad_norm: 16.3256 2020-10-05 15:45:42,309 - mmaction - INFO - Epoch [17][17/25] lr: 1.000e-03, eta: 1 day, 3:08:00, time: 0.527, data_time: 0.052, memory: 6352, loss_activity: 1.1329, loss_completeness: 0.0958, loss_reg: 0.1038, loss: 1.3325, grad_norm: 17.6516 2020-10-05 15:45:42,852 - mmaction - INFO - Epoch [17][18/25] lr: 1.000e-03, eta: 1 day, 3:04:14, time: 0.531, data_time: 0.005, memory: 6352, loss_activity: 0.4701, loss_completeness: 0.1055, loss_reg: 0.0283, loss: 0.6039, grad_norm: 10.5356 2020-10-05 15:45:43,396 - mmaction - INFO - Epoch [17][19/25] lr: 1.000e-03, eta: 1 day, 3:00:29, time: 0.542, data_time: 0.041, memory: 6352, loss_activity: 0.9389, loss_completeness: 0.1017, loss_reg: 0.0826, loss: 1.1231, grad_norm: 19.8938 2020-10-05 15:45:43,955 - mmaction - INFO - Epoch [17][20/25] lr: 1.000e-03, eta: 1 day, 2:56:45, time: 0.560, data_time: 0.036, memory: 6352, loss_activity: 0.8796, loss_completeness: 0.1007, loss_reg: 0.0284, loss: 1.0087, grad_norm: 15.9053 2020-10-05 15:45:44,704 - mmaction - INFO - Epoch [17][21/25] lr: 1.000e-03, eta: 1 day, 2:53:06, time: 0.680, data_time: 0.071, memory: 6352, loss_activity: 1.3613, loss_completeness: 0.0822, loss_reg: 0.0509, loss: 1.4945, grad_norm: 19.1532 2020-10-05 15:45:45,167 - mmaction - INFO - Epoch [17][22/25] lr: 1.000e-03, eta: 1 day, 2:49:25, time: 0.541, data_time: 0.126, memory: 6352, loss_activity: 1.0387, loss_completeness: 0.1021, loss_reg: 0.1050, loss: 1.2458, grad_norm: 15.2946 2020-10-05 15:45:45,574 - mmaction - INFO - Epoch [17][23/25] lr: 1.000e-03, eta: 1 day, 2:45:40, time: 0.411, data_time: 0.009, memory: 6352, loss_activity: 1.2811, loss_completeness: 0.1013, loss_reg: 0.0608, loss: 1.4432, grad_norm: 16.3297 2020-10-05 15:45:45,984 - mmaction - INFO - Epoch [17][24/25] lr: 1.000e-03, eta: 1 day, 2:41:57, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.6949, loss_completeness: 0.1049, loss_reg: 0.0929, loss: 0.8927, grad_norm: 14.4557 2020-10-05 15:45:46,395 - mmaction - INFO - Epoch [17][25/25] lr: 1.000e-03, eta: 1 day, 2:38:14, time: 0.412, data_time: 0.006, memory: 6352, loss_activity: 1.3038, loss_completeness: 0.0874, loss_reg: 0.0453, loss: 1.4366, grad_norm: 16.7966 2020-10-05 15:45:54,991 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:48:54,162 - mmaction - INFO - Epoch [18][1/25] lr: 1.000e-03, eta: 1 day, 3:58:57, time: 179.074, data_time: 175.941, memory: 6352, loss_activity: 1.1850, loss_completeness: 0.0946, loss_reg: 0.0362, loss: 1.3158, grad_norm: 18.8786 2020-10-05 15:48:54,829 - mmaction - INFO - Epoch [18][2/25] lr: 1.000e-03, eta: 1 day, 3:55:13, time: 0.720, data_time: 0.206, memory: 6352, loss_activity: 0.9927, loss_completeness: 0.0898, loss_reg: 0.0680, loss: 1.1505, grad_norm: 20.3177 2020-10-05 15:48:55,410 - mmaction - INFO - Epoch [18][3/25] lr: 1.000e-03, eta: 1 day, 3:51:24, time: 0.498, data_time: 0.050, memory: 6352, loss_activity: 0.9111, loss_completeness: 0.1038, loss_reg: 0.0691, loss: 1.0840, grad_norm: 12.9379 2020-10-05 15:48:55,977 - mmaction - INFO - Epoch [18][4/25] lr: 1.000e-03, eta: 1 day, 3:47:38, time: 0.573, data_time: 0.144, memory: 6352, loss_activity: 1.1149, loss_completeness: 0.0876, loss_reg: 0.0338, loss: 1.2363, grad_norm: 19.3378 2020-10-05 15:48:56,462 - mmaction - INFO - Epoch [18][5/25] lr: 1.000e-03, eta: 1 day, 3:43:53, time: 0.582, data_time: 0.134, memory: 6352, loss_activity: 0.7573, loss_completeness: 0.1097, loss_reg: 0.1003, loss: 0.9673, grad_norm: 16.4297 2020-10-05 15:48:56,976 - mmaction - INFO - Epoch [18][6/25] lr: 1.000e-03, eta: 1 day, 3:40:08, time: 0.525, data_time: 0.035, memory: 6352, loss_activity: 1.4094, loss_completeness: 0.1073, loss_reg: 0.0493, loss: 1.5660, grad_norm: 16.8457 2020-10-05 15:48:57,573 - mmaction - INFO - Epoch [18][7/25] lr: 1.000e-03, eta: 1 day, 3:36:24, time: 0.521, data_time: 0.016, memory: 6352, loss_activity: 0.8057, loss_completeness: 0.0995, loss_reg: 0.0893, loss: 0.9944, grad_norm: 16.0238 2020-10-05 15:48:58,061 - mmaction - INFO - Epoch [18][8/25] lr: 1.000e-03, eta: 1 day, 3:32:41, time: 0.549, data_time: 0.093, memory: 6352, loss_activity: 0.8827, loss_completeness: 0.0846, loss_reg: 0.0414, loss: 1.0087, grad_norm: 13.6104 2020-10-05 15:48:58,665 - mmaction - INFO - Epoch [18][9/25] lr: 1.000e-03, eta: 1 day, 3:29:00, time: 0.574, data_time: 0.034, memory: 6352, loss_activity: 1.2432, loss_completeness: 0.1063, loss_reg: 0.0628, loss: 1.4123, grad_norm: 19.2904 2020-10-05 15:48:59,223 - mmaction - INFO - Epoch [18][10/25] lr: 1.000e-03, eta: 1 day, 3:25:21, time: 0.580, data_time: 0.059, memory: 6352, loss_activity: 1.4516, loss_completeness: 0.1063, loss_reg: 0.0273, loss: 1.5853, grad_norm: 20.2823 2020-10-05 15:48:59,811 - mmaction - INFO - Epoch [18][11/25] lr: 1.000e-03, eta: 1 day, 3:21:42, time: 0.570, data_time: 0.048, memory: 6352, loss_activity: 0.7105, loss_completeness: 0.0962, loss_reg: 0.0202, loss: 0.8270, grad_norm: 13.4156 2020-10-05 15:49:00,433 - mmaction - INFO - Epoch [18][12/25] lr: 1.000e-03, eta: 1 day, 3:18:05, time: 0.591, data_time: 0.080, memory: 6352, loss_activity: 1.1102, loss_completeness: 0.1096, loss_reg: 0.0756, loss: 1.2953, grad_norm: 15.6756 2020-10-05 15:49:00,973 - mmaction - INFO - Epoch [18][13/25] lr: 1.000e-03, eta: 1 day, 3:14:28, time: 0.557, data_time: 0.088, memory: 6352, loss_activity: 1.0933, loss_completeness: 0.0846, loss_reg: 0.0544, loss: 1.2323, grad_norm: 18.7224 2020-10-05 15:49:01,562 - mmaction - INFO - Epoch [18][14/25] lr: 1.000e-03, eta: 1 day, 3:10:51, time: 0.552, data_time: 0.071, memory: 6352, loss_activity: 0.7494, loss_completeness: 0.0905, loss_reg: 0.0918, loss: 0.9317, grad_norm: 12.5913 2020-10-05 15:49:02,053 - mmaction - INFO - Epoch [18][15/25] lr: 1.000e-03, eta: 1 day, 3:07:17, time: 0.583, data_time: 0.108, memory: 6352, loss_activity: 0.9330, loss_completeness: 0.0944, loss_reg: 0.0772, loss: 1.1047, grad_norm: 15.0622 2020-10-05 15:49:02,633 - mmaction - INFO - Epoch [18][16/25] lr: 1.000e-03, eta: 1 day, 3:03:41, time: 0.494, data_time: 0.016, memory: 6352, loss_activity: 0.4392, loss_completeness: 0.0950, loss_reg: 0.0082, loss: 0.5424, grad_norm: 11.0068 2020-10-05 15:49:03,338 - mmaction - INFO - Epoch [18][17/25] lr: 1.000e-03, eta: 1 day, 3:00:11, time: 0.669, data_time: 0.137, memory: 6352, loss_activity: 1.0351, loss_completeness: 0.0984, loss_reg: 0.0484, loss: 1.1819, grad_norm: 15.0782 2020-10-05 15:49:03,893 - mmaction - INFO - Epoch [18][18/25] lr: 1.000e-03, eta: 1 day, 2:56:41, time: 0.667, data_time: 0.152, memory: 6352, loss_activity: 1.2215, loss_completeness: 0.1049, loss_reg: 0.0511, loss: 1.3775, grad_norm: 22.5531 2020-10-05 15:49:04,378 - mmaction - INFO - Epoch [18][19/25] lr: 1.000e-03, eta: 1 day, 2:53:07, time: 0.451, data_time: 0.029, memory: 6352, loss_activity: 1.0731, loss_completeness: 0.0997, loss_reg: 0.0636, loss: 1.2364, grad_norm: 20.4958 2020-10-05 15:49:04,967 - mmaction - INFO - Epoch [18][20/25] lr: 1.000e-03, eta: 1 day, 2:49:39, time: 0.642, data_time: 0.098, memory: 6352, loss_activity: 1.1559, loss_completeness: 0.1050, loss_reg: 0.0856, loss: 1.3465, grad_norm: 14.4431 2020-10-05 15:49:05,547 - mmaction - INFO - Epoch [18][21/25] lr: 1.000e-03, eta: 1 day, 2:46:09, time: 0.532, data_time: 0.071, memory: 6352, loss_activity: 0.7109, loss_completeness: 0.1021, loss_reg: 0.0709, loss: 0.8839, grad_norm: 14.3711 2020-10-05 15:49:05,962 - mmaction - INFO - Epoch [18][22/25] lr: 1.000e-03, eta: 1 day, 2:42:38, time: 0.465, data_time: 0.058, memory: 6352, loss_activity: 0.7767, loss_completeness: 0.1083, loss_reg: 0.0329, loss: 0.9179, grad_norm: 14.3344 2020-10-05 15:49:06,385 - mmaction - INFO - Epoch [18][23/25] lr: 1.000e-03, eta: 1 day, 2:39:06, time: 0.422, data_time: 0.005, memory: 6352, loss_activity: 0.4737, loss_completeness: 0.0887, loss_reg: 0.0501, loss: 0.6125, grad_norm: 10.8565 2020-10-05 15:49:06,794 - mmaction - INFO - Epoch [18][24/25] lr: 1.000e-03, eta: 1 day, 2:35:36, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.8280, loss_completeness: 0.0872, loss_reg: 0.0491, loss: 0.9644, grad_norm: 13.0700 2020-10-05 15:49:07,203 - mmaction - INFO - Epoch [18][25/25] lr: 1.000e-03, eta: 1 day, 2:32:06, time: 0.409, data_time: 0.004, memory: 6352, loss_activity: 0.7957, loss_completeness: 0.1042, loss_reg: 0.0319, loss: 0.9317, grad_norm: 14.3588 2020-10-05 15:49:14,656 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:52:19,073 - mmaction - INFO - Epoch [19][1/25] lr: 1.000e-03, eta: 1 day, 3:50:29, time: 184.256, data_time: 179.506, memory: 6352, loss_activity: 0.6500, loss_completeness: 0.1074, loss_reg: 0.0779, loss: 0.8353, grad_norm: 15.2396 2020-10-05 15:52:19,773 - mmaction - INFO - Epoch [19][2/25] lr: 1.000e-03, eta: 1 day, 3:46:59, time: 0.748, data_time: 0.291, memory: 6352, loss_activity: 0.5125, loss_completeness: 0.0936, loss_reg: 0.0780, loss: 0.6841, grad_norm: 12.6737 2020-10-05 15:52:20,320 - mmaction - INFO - Epoch [19][3/25] lr: 1.000e-03, eta: 1 day, 3:43:25, time: 0.558, data_time: 0.117, memory: 6352, loss_activity: 1.0013, loss_completeness: 0.1079, loss_reg: 0.0477, loss: 1.1570, grad_norm: 15.9418 2020-10-05 15:52:20,751 - mmaction - INFO - Epoch [19][4/25] lr: 1.000e-03, eta: 1 day, 3:39:50, time: 0.509, data_time: 0.109, memory: 6352, loss_activity: 0.8949, loss_completeness: 0.0980, loss_reg: 0.0321, loss: 1.0250, grad_norm: 18.1909 2020-10-05 15:52:21,320 - mmaction - INFO - Epoch [19][5/25] lr: 1.000e-03, eta: 1 day, 3:36:18, time: 0.569, data_time: 0.043, memory: 6352, loss_activity: 1.1227, loss_completeness: 0.1039, loss_reg: 0.0981, loss: 1.3246, grad_norm: 17.4993 2020-10-05 15:52:21,888 - mmaction - INFO - Epoch [19][6/25] lr: 1.000e-03, eta: 1 day, 3:32:47, time: 0.588, data_time: 0.035, memory: 6352, loss_activity: 0.6206, loss_completeness: 0.1050, loss_reg: 0.0778, loss: 0.8035, grad_norm: 14.3445 2020-10-05 15:52:22,494 - mmaction - INFO - Epoch [19][7/25] lr: 1.000e-03, eta: 1 day, 3:29:17, time: 0.569, data_time: 0.019, memory: 6352, loss_activity: 0.9479, loss_completeness: 0.0969, loss_reg: 0.0694, loss: 1.1142, grad_norm: 16.9049 2020-10-05 15:52:23,024 - mmaction - INFO - Epoch [19][8/25] lr: 1.000e-03, eta: 1 day, 3:25:47, time: 0.545, data_time: 0.084, memory: 6352, loss_activity: 0.9775, loss_completeness: 0.1082, loss_reg: 0.0325, loss: 1.1182, grad_norm: 18.9497 2020-10-05 15:52:23,519 - mmaction - INFO - Epoch [19][9/25] lr: 1.000e-03, eta: 1 day, 3:22:17, time: 0.515, data_time: 0.038, memory: 6352, loss_activity: 0.7706, loss_completeness: 0.0866, loss_reg: 0.0576, loss: 0.9148, grad_norm: 16.1115 2020-10-05 15:52:24,093 - mmaction - INFO - Epoch [19][10/25] lr: 1.000e-03, eta: 1 day, 3:18:50, time: 0.576, data_time: 0.007, memory: 6352, loss_activity: 0.6243, loss_completeness: 0.1083, loss_reg: 0.0557, loss: 0.7883, grad_norm: 15.3466 2020-10-05 15:52:24,633 - mmaction - INFO - Epoch [19][11/25] lr: 1.000e-03, eta: 1 day, 3:15:23, time: 0.531, data_time: 0.045, memory: 6352, loss_activity: 0.6555, loss_completeness: 0.1012, loss_reg: 0.0400, loss: 0.7967, grad_norm: 13.4445 2020-10-05 15:52:25,163 - mmaction - INFO - Epoch [19][12/25] lr: 1.000e-03, eta: 1 day, 3:11:55, time: 0.502, data_time: 0.015, memory: 6352, loss_activity: 1.1964, loss_completeness: 0.0931, loss_reg: 0.0274, loss: 1.3168, grad_norm: 19.0098 2020-10-05 15:52:25,677 - mmaction - INFO - Epoch [19][13/25] lr: 1.000e-03, eta: 1 day, 3:08:30, time: 0.547, data_time: 0.064, memory: 6352, loss_activity: 1.3088, loss_completeness: 0.1110, loss_reg: 0.0320, loss: 1.4517, grad_norm: 20.7305 2020-10-05 15:52:26,209 - mmaction - INFO - Epoch [19][14/25] lr: 1.000e-03, eta: 1 day, 3:05:04, time: 0.517, data_time: 0.010, memory: 6352, loss_activity: 1.1546, loss_completeness: 0.1011, loss_reg: 0.0632, loss: 1.3189, grad_norm: 19.4981 2020-10-05 15:52:26,783 - mmaction - INFO - Epoch [19][15/25] lr: 1.000e-03, eta: 1 day, 3:01:41, time: 0.560, data_time: 0.037, memory: 6352, loss_activity: 1.0234, loss_completeness: 0.0972, loss_reg: 0.0407, loss: 1.1613, grad_norm: 20.0301 2020-10-05 15:52:27,425 - mmaction - INFO - Epoch [19][16/25] lr: 1.000e-03, eta: 1 day, 2:58:21, time: 0.634, data_time: 0.039, memory: 6352, loss_activity: 0.5406, loss_completeness: 0.0859, loss_reg: 0.0534, loss: 0.6799, grad_norm: 11.2999 2020-10-05 15:52:27,975 - mmaction - INFO - Epoch [19][17/25] lr: 1.000e-03, eta: 1 day, 2:54:58, time: 0.521, data_time: 0.045, memory: 6352, loss_activity: 1.3785, loss_completeness: 0.0974, loss_reg: 0.0185, loss: 1.4944, grad_norm: 34.9603 2020-10-05 15:52:28,561 - mmaction - INFO - Epoch [19][18/25] lr: 1.000e-03, eta: 1 day, 2:51:37, time: 0.536, data_time: 0.082, memory: 6352, loss_activity: 0.9020, loss_completeness: 0.0998, loss_reg: 0.0659, loss: 1.0677, grad_norm: 17.3049 2020-10-05 15:52:29,087 - mmaction - INFO - Epoch [19][19/25] lr: 1.000e-03, eta: 1 day, 2:48:17, time: 0.574, data_time: 0.130, memory: 6352, loss_activity: 0.7996, loss_completeness: 0.0876, loss_reg: 0.0391, loss: 0.9263, grad_norm: 20.1234 2020-10-05 15:52:29,630 - mmaction - INFO - Epoch [19][20/25] lr: 1.000e-03, eta: 1 day, 2:44:59, time: 0.599, data_time: 0.098, memory: 6352, loss_activity: 0.9315, loss_completeness: 0.1089, loss_reg: 0.0283, loss: 1.0687, grad_norm: 15.5814 2020-10-05 15:52:30,171 - mmaction - INFO - Epoch [19][21/25] lr: 1.000e-03, eta: 1 day, 2:41:40, time: 0.527, data_time: 0.071, memory: 6352, loss_activity: 1.0954, loss_completeness: 0.1064, loss_reg: 0.0566, loss: 1.2584, grad_norm: 21.0349 2020-10-05 15:52:30,688 - mmaction - INFO - Epoch [19][22/25] lr: 1.000e-03, eta: 1 day, 2:38:22, time: 0.539, data_time: 0.036, memory: 6352, loss_activity: 0.9833, loss_completeness: 0.1039, loss_reg: 0.0642, loss: 1.1513, grad_norm: 18.9374 2020-10-05 15:52:31,094 - mmaction - INFO - Epoch [19][23/25] lr: 1.000e-03, eta: 1 day, 2:35:02, time: 0.414, data_time: 0.015, memory: 6352, loss_activity: 0.7396, loss_completeness: 0.0961, loss_reg: 0.0494, loss: 0.8851, grad_norm: 12.1753 2020-10-05 15:52:31,515 - mmaction - INFO - Epoch [19][24/25] lr: 1.000e-03, eta: 1 day, 2:31:43, time: 0.422, data_time: 0.017, memory: 6352, loss_activity: 0.5840, loss_completeness: 0.1079, loss_reg: 0.0774, loss: 0.7693, grad_norm: 14.7511 2020-10-05 15:52:31,925 - mmaction - INFO - Epoch [19][25/25] lr: 1.000e-03, eta: 1 day, 2:28:25, time: 0.410, data_time: 0.012, memory: 6352, loss_activity: 0.8666, loss_completeness: 0.0914, loss_reg: 0.0397, loss: 0.9977, grad_norm: 16.4887 2020-10-05 15:52:38,683 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:55:33,565 - mmaction - INFO - Epoch [20][1/25] lr: 1.000e-03, eta: 1 day, 3:38:30, time: 174.706, data_time: 169.867, memory: 6352, loss_activity: 1.3300, loss_completeness: 0.1009, loss_reg: 0.0516, loss: 1.4826, grad_norm: 19.5381 2020-10-05 15:55:34,244 - mmaction - INFO - Epoch [20][2/25] lr: 1.000e-03, eta: 1 day, 3:35:12, time: 0.750, data_time: 0.280, memory: 6352, loss_activity: 0.7433, loss_completeness: 0.1082, loss_reg: 0.0598, loss: 0.9114, grad_norm: 16.2347 2020-10-05 15:55:34,794 - mmaction - INFO - Epoch [20][3/25] lr: 1.000e-03, eta: 1 day, 3:31:51, time: 0.611, data_time: 0.111, memory: 6352, loss_activity: 0.4124, loss_completeness: 0.1003, loss_reg: 0.0431, loss: 0.5559, grad_norm: 11.6490 2020-10-05 15:55:35,295 - mmaction - INFO - Epoch [20][4/25] lr: 1.000e-03, eta: 1 day, 3:28:29, time: 0.543, data_time: 0.049, memory: 6352, loss_activity: 0.9456, loss_completeness: 0.1014, loss_reg: 0.0471, loss: 1.0942, grad_norm: 13.6646 2020-10-05 15:55:35,774 - mmaction - INFO - Epoch [20][5/25] lr: 1.000e-03, eta: 1 day, 3:25:07, time: 0.475, data_time: 0.034, memory: 6352, loss_activity: 0.4733, loss_completeness: 0.0901, loss_reg: 0.0253, loss: 0.5887, grad_norm: 14.0341 2020-10-05 15:55:36,353 - mmaction - INFO - Epoch [20][6/25] lr: 1.000e-03, eta: 1 day, 3:21:47, time: 0.529, data_time: 0.009, memory: 6352, loss_activity: 0.7341, loss_completeness: 0.1013, loss_reg: 0.0381, loss: 0.8734, grad_norm: 14.8702 2020-10-05 15:55:36,860 - mmaction - INFO - Epoch [20][7/25] lr: 1.000e-03, eta: 1 day, 3:18:28, time: 0.558, data_time: 0.065, memory: 6352, loss_activity: 0.8412, loss_completeness: 0.0919, loss_reg: 0.0496, loss: 0.9827, grad_norm: 15.4824 2020-10-05 15:55:37,460 - mmaction - INFO - Epoch [20][8/25] lr: 1.000e-03, eta: 1 day, 3:15:11, time: 0.592, data_time: 0.013, memory: 6352, loss_activity: 0.8153, loss_completeness: 0.1055, loss_reg: 0.0516, loss: 0.9724, grad_norm: 20.4535 2020-10-05 15:55:38,033 - mmaction - INFO - Epoch [20][9/25] lr: 1.000e-03, eta: 1 day, 3:11:53, time: 0.514, data_time: 0.022, memory: 6352, loss_activity: 1.2027, loss_completeness: 0.0883, loss_reg: 0.0360, loss: 1.3270, grad_norm: 15.1479 2020-10-05 15:55:38,530 - mmaction - INFO - Epoch [20][10/25] lr: 1.000e-03, eta: 1 day, 3:08:37, time: 0.560, data_time: 0.076, memory: 6352, loss_activity: 1.0534, loss_completeness: 0.1073, loss_reg: 0.0371, loss: 1.1977, grad_norm: 22.5929 2020-10-05 15:55:39,065 - mmaction - INFO - Epoch [20][11/25] lr: 1.000e-03, eta: 1 day, 3:05:21, time: 0.513, data_time: 0.014, memory: 6352, loss_activity: 0.8633, loss_completeness: 0.0893, loss_reg: 0.0509, loss: 1.0034, grad_norm: 16.8701 2020-10-05 15:55:39,618 - mmaction - INFO - Epoch [20][12/25] lr: 1.000e-03, eta: 1 day, 3:02:05, time: 0.518, data_time: 0.036, memory: 6352, loss_activity: 1.0977, loss_completeness: 0.0985, loss_reg: 0.0447, loss: 1.2408, grad_norm: 24.3085 2020-10-05 15:55:40,201 - mmaction - INFO - Epoch [20][13/25] lr: 1.000e-03, eta: 1 day, 2:58:53, time: 0.619, data_time: 0.071, memory: 6352, loss_activity: 1.3143, loss_completeness: 0.1110, loss_reg: 0.0440, loss: 1.4693, grad_norm: 19.6545 2020-10-05 15:55:40,814 - mmaction - INFO - Epoch [20][14/25] lr: 1.000e-03, eta: 1 day, 2:55:41, time: 0.604, data_time: 0.034, memory: 6352, loss_activity: 1.2799, loss_completeness: 0.0813, loss_reg: 0.0790, loss: 1.4402, grad_norm: 28.9824 2020-10-05 15:55:41,324 - mmaction - INFO - Epoch [20][15/25] lr: 1.000e-03, eta: 1 day, 2:52:28, time: 0.522, data_time: 0.048, memory: 6352, loss_activity: 0.7200, loss_completeness: 0.1050, loss_reg: 0.0572, loss: 0.8822, grad_norm: 13.7556 2020-10-05 15:55:41,823 - mmaction - INFO - Epoch [20][16/25] lr: 1.000e-03, eta: 1 day, 2:49:15, time: 0.526, data_time: 0.032, memory: 6352, loss_activity: 0.9934, loss_completeness: 0.0939, loss_reg: 0.0388, loss: 1.1261, grad_norm: 17.4176 2020-10-05 15:55:42,291 - mmaction - INFO - Epoch [20][17/25] lr: 1.000e-03, eta: 1 day, 2:46:02, time: 0.453, data_time: 0.015, memory: 6352, loss_activity: 1.0099, loss_completeness: 0.1081, loss_reg: 0.0448, loss: 1.1628, grad_norm: 16.8839 2020-10-05 15:55:42,885 - mmaction - INFO - Epoch [20][18/25] lr: 1.000e-03, eta: 1 day, 2:42:53, time: 0.595, data_time: 0.021, memory: 6352, loss_activity: 1.0100, loss_completeness: 0.0885, loss_reg: 0.0433, loss: 1.1418, grad_norm: 16.5104 2020-10-05 15:55:43,507 - mmaction - INFO - Epoch [20][19/25] lr: 1.000e-03, eta: 1 day, 2:39:44, time: 0.565, data_time: 0.052, memory: 6352, loss_activity: 0.6180, loss_completeness: 0.0968, loss_reg: 0.0442, loss: 0.7590, grad_norm: 17.7245 2020-10-05 15:55:44,104 - mmaction - INFO - Epoch [20][20/25] lr: 1.000e-03, eta: 1 day, 2:36:37, time: 0.613, data_time: 0.078, memory: 6352, loss_activity: 0.9393, loss_completeness: 0.1042, loss_reg: 0.0908, loss: 1.1342, grad_norm: 15.3080 2020-10-05 15:55:44,676 - mmaction - INFO - Epoch [20][21/25] lr: 1.000e-03, eta: 1 day, 2:33:30, time: 0.561, data_time: 0.094, memory: 6352, loss_activity: 0.8611, loss_completeness: 0.1099, loss_reg: 0.0978, loss: 1.0688, grad_norm: 18.4170 2020-10-05 15:55:45,115 - mmaction - INFO - Epoch [20][22/25] lr: 1.000e-03, eta: 1 day, 2:30:22, time: 0.505, data_time: 0.072, memory: 6352, loss_activity: 1.2029, loss_completeness: 0.1096, loss_reg: 0.0551, loss: 1.3675, grad_norm: 15.2523 2020-10-05 15:55:45,526 - mmaction - INFO - Epoch [20][23/25] lr: 1.000e-03, eta: 1 day, 2:27:12, time: 0.412, data_time: 0.009, memory: 6352, loss_activity: 1.1429, loss_completeness: 0.0916, loss_reg: 0.0305, loss: 1.2649, grad_norm: 16.1071 2020-10-05 15:55:45,938 - mmaction - INFO - Epoch [20][24/25] lr: 1.000e-03, eta: 1 day, 2:24:03, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 0.8987, loss_completeness: 0.1050, loss_reg: 0.0353, loss: 1.0391, grad_norm: 12.1533 2020-10-05 15:55:46,377 - mmaction - INFO - Epoch [20][25/25] lr: 1.000e-03, eta: 1 day, 2:20:56, time: 0.437, data_time: 0.006, memory: 6352, loss_activity: 1.1557, loss_completeness: 0.1065, loss_reg: 0.0589, loss: 1.3211, grad_norm: 17.1192 2020-10-05 15:55:53,973 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-05 15:55:54,454 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 15:58:59,030 - mmaction - INFO - Epoch [21][1/25] lr: 1.000e-03, eta: 1 day, 3:31:16, time: 184.449, data_time: 177.581, memory: 6352, loss_activity: 1.0143, loss_completeness: 0.0956, loss_reg: 0.0501, loss: 1.1601, grad_norm: 16.8557 2020-10-05 15:58:59,711 - mmaction - INFO - Epoch [21][2/25] lr: 1.000e-03, eta: 1 day, 3:28:07, time: 0.684, data_time: 0.222, memory: 6352, loss_activity: 0.8274, loss_completeness: 0.1006, loss_reg: 0.0377, loss: 0.9656, grad_norm: 16.9161 2020-10-05 15:59:00,210 - mmaction - INFO - Epoch [21][3/25] lr: 1.000e-03, eta: 1 day, 3:24:55, time: 0.560, data_time: 0.136, memory: 6352, loss_activity: 0.8775, loss_completeness: 0.0989, loss_reg: 0.0638, loss: 1.0402, grad_norm: 11.6616 2020-10-05 15:59:00,675 - mmaction - INFO - Epoch [21][4/25] lr: 1.000e-03, eta: 1 day, 3:21:43, time: 0.494, data_time: 0.067, memory: 6352, loss_activity: 0.8721, loss_completeness: 0.1021, loss_reg: 0.0505, loss: 1.0248, grad_norm: 13.4181 2020-10-05 15:59:01,185 - mmaction - INFO - Epoch [21][5/25] lr: 1.000e-03, eta: 1 day, 3:18:32, time: 0.532, data_time: 0.059, memory: 6352, loss_activity: 0.9462, loss_completeness: 0.0899, loss_reg: 0.0382, loss: 1.0743, grad_norm: 13.6360 2020-10-05 15:59:01,721 - mmaction - INFO - Epoch [21][6/25] lr: 1.000e-03, eta: 1 day, 3:15:22, time: 0.496, data_time: 0.026, memory: 6352, loss_activity: 0.8945, loss_completeness: 0.1010, loss_reg: 0.0850, loss: 1.0805, grad_norm: 16.3081 2020-10-05 15:59:02,241 - mmaction - INFO - Epoch [21][7/25] lr: 1.000e-03, eta: 1 day, 3:12:12, time: 0.508, data_time: 0.067, memory: 6352, loss_activity: 1.3278, loss_completeness: 0.1027, loss_reg: 0.1204, loss: 1.5508, grad_norm: 15.7170 2020-10-05 15:59:02,700 - mmaction - INFO - Epoch [21][8/25] lr: 1.000e-03, eta: 1 day, 3:09:03, time: 0.503, data_time: 0.064, memory: 6352, loss_activity: 1.1944, loss_completeness: 0.0968, loss_reg: 0.0152, loss: 1.3064, grad_norm: 15.1005 2020-10-05 15:59:03,348 - mmaction - INFO - Epoch [21][9/25] lr: 1.000e-03, eta: 1 day, 3:05:57, time: 0.614, data_time: 0.032, memory: 6352, loss_activity: 0.5168, loss_completeness: 0.1102, loss_reg: 0.0149, loss: 0.6420, grad_norm: 9.2343 2020-10-05 15:59:03,868 - mmaction - INFO - Epoch [21][10/25] lr: 1.000e-03, eta: 1 day, 3:02:50, time: 0.536, data_time: 0.059, memory: 6352, loss_activity: 1.4099, loss_completeness: 0.1050, loss_reg: 0.0748, loss: 1.5897, grad_norm: 19.0214 2020-10-05 15:59:04,394 - mmaction - INFO - Epoch [21][11/25] lr: 1.000e-03, eta: 1 day, 2:59:44, time: 0.533, data_time: 0.041, memory: 6352, loss_activity: 1.2661, loss_completeness: 0.1133, loss_reg: 0.0303, loss: 1.4097, grad_norm: 23.8937 2020-10-05 15:59:05,004 - mmaction - INFO - Epoch [21][12/25] lr: 1.000e-03, eta: 1 day, 2:56:40, time: 0.583, data_time: 0.049, memory: 6352, loss_activity: 0.8038, loss_completeness: 0.0836, loss_reg: 0.0589, loss: 0.9463, grad_norm: 12.0678 2020-10-05 15:59:05,536 - mmaction - INFO - Epoch [21][13/25] lr: 1.000e-03, eta: 1 day, 2:53:36, time: 0.571, data_time: 0.060, memory: 6352, loss_activity: 1.0155, loss_completeness: 0.0953, loss_reg: 0.0685, loss: 1.1793, grad_norm: 17.2350 2020-10-05 15:59:06,075 - mmaction - INFO - Epoch [21][14/25] lr: 1.000e-03, eta: 1 day, 2:50:31, time: 0.494, data_time: 0.026, memory: 6352, loss_activity: 1.2772, loss_completeness: 0.0947, loss_reg: 0.0473, loss: 1.4192, grad_norm: 21.6951 2020-10-05 15:59:06,612 - mmaction - INFO - Epoch [21][15/25] lr: 1.000e-03, eta: 1 day, 2:47:29, time: 0.579, data_time: 0.068, memory: 6352, loss_activity: 0.4705, loss_completeness: 0.0936, loss_reg: 0.0815, loss: 0.6457, grad_norm: 11.4764 2020-10-05 15:59:07,172 - mmaction - INFO - Epoch [21][16/25] lr: 1.000e-03, eta: 1 day, 2:44:27, time: 0.556, data_time: 0.025, memory: 6352, loss_activity: 0.6686, loss_completeness: 0.0968, loss_reg: 0.0673, loss: 0.8327, grad_norm: 10.5321 2020-10-05 15:59:07,697 - mmaction - INFO - Epoch [21][17/25] lr: 1.000e-03, eta: 1 day, 2:41:24, time: 0.505, data_time: 0.034, memory: 6352, loss_activity: 0.7511, loss_completeness: 0.1049, loss_reg: 0.0790, loss: 0.9351, grad_norm: 12.7951 2020-10-05 15:59:08,250 - mmaction - INFO - Epoch [21][18/25] lr: 1.000e-03, eta: 1 day, 2:38:25, time: 0.595, data_time: 0.048, memory: 6352, loss_activity: 1.4689, loss_completeness: 0.0868, loss_reg: 0.0520, loss: 1.6078, grad_norm: 17.1138 2020-10-05 15:59:08,900 - mmaction - INFO - Epoch [21][19/25] lr: 1.000e-03, eta: 1 day, 2:35:26, time: 0.628, data_time: 0.006, memory: 6352, loss_activity: 0.8735, loss_completeness: 0.1085, loss_reg: 0.0501, loss: 1.0321, grad_norm: 16.2628 2020-10-05 15:59:09,423 - mmaction - INFO - Epoch [21][20/25] lr: 1.000e-03, eta: 1 day, 2:32:26, time: 0.492, data_time: 0.028, memory: 6352, loss_activity: 1.2245, loss_completeness: 0.1021, loss_reg: 0.0557, loss: 1.3823, grad_norm: 15.7597 2020-10-05 15:59:10,068 - mmaction - INFO - Epoch [21][21/25] lr: 1.000e-03, eta: 1 day, 2:29:30, time: 0.675, data_time: 0.132, memory: 6352, loss_activity: 1.1408, loss_completeness: 0.0979, loss_reg: 0.0642, loss: 1.3029, grad_norm: 17.9435 2020-10-05 15:59:10,521 - mmaction - INFO - Epoch [21][22/25] lr: 1.000e-03, eta: 1 day, 2:26:30, time: 0.476, data_time: 0.063, memory: 6352, loss_activity: 1.1078, loss_completeness: 0.0999, loss_reg: 0.0404, loss: 1.2481, grad_norm: 15.9881 2020-10-05 15:59:10,933 - mmaction - INFO - Epoch [21][23/25] lr: 1.000e-03, eta: 1 day, 2:23:30, time: 0.411, data_time: 0.004, memory: 6352, loss_activity: 1.2235, loss_completeness: 0.0909, loss_reg: 0.0765, loss: 1.3908, grad_norm: 14.0442 2020-10-05 15:59:11,346 - mmaction - INFO - Epoch [21][24/25] lr: 1.000e-03, eta: 1 day, 2:20:30, time: 0.412, data_time: 0.005, memory: 6352, loss_activity: 0.7149, loss_completeness: 0.0895, loss_reg: 0.0561, loss: 0.8606, grad_norm: 13.3317 2020-10-05 15:59:11,758 - mmaction - INFO - Epoch [21][25/25] lr: 1.000e-03, eta: 1 day, 2:17:31, time: 0.413, data_time: 0.007, memory: 6352, loss_activity: 0.9672, loss_completeness: 0.1034, loss_reg: 0.1259, loss: 1.1965, grad_norm: 13.5126 2020-10-05 15:59:20,758 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:02:38,820 - mmaction - INFO - Epoch [22][1/25] lr: 1.000e-03, eta: 1 day, 3:29:20, time: 197.538, data_time: 191.777, memory: 6352, loss_activity: 0.9940, loss_completeness: 0.0973, loss_reg: 0.0281, loss: 1.1194, grad_norm: 15.3034 2020-10-05 16:02:39,490 - mmaction - INFO - Epoch [22][2/25] lr: 1.000e-03, eta: 1 day, 3:26:29, time: 1.118, data_time: 0.617, memory: 6352, loss_activity: 0.9048, loss_completeness: 0.0932, loss_reg: 0.0472, loss: 1.0452, grad_norm: 16.1420 2020-10-05 16:02:40,082 - mmaction - INFO - Epoch [22][3/25] lr: 1.000e-03, eta: 1 day, 3:23:28, time: 0.618, data_time: 0.101, memory: 6352, loss_activity: 0.8767, loss_completeness: 0.1020, loss_reg: 0.0597, loss: 1.0384, grad_norm: 13.4692 2020-10-05 16:02:40,610 - mmaction - INFO - Epoch [22][4/25] lr: 1.000e-03, eta: 1 day, 3:20:24, time: 0.499, data_time: 0.073, memory: 6352, loss_activity: 1.1139, loss_completeness: 0.1003, loss_reg: 0.0643, loss: 1.2785, grad_norm: 15.7261 2020-10-05 16:02:41,068 - mmaction - INFO - Epoch [22][5/25] lr: 1.000e-03, eta: 1 day, 3:17:22, time: 0.523, data_time: 0.099, memory: 6352, loss_activity: 0.8649, loss_completeness: 0.1117, loss_reg: 0.0367, loss: 1.0133, grad_norm: 14.6121 2020-10-05 16:02:41,597 - mmaction - INFO - Epoch [22][6/25] lr: 1.000e-03, eta: 1 day, 3:14:21, time: 0.531, data_time: 0.016, memory: 6352, loss_activity: 0.8841, loss_completeness: 0.0937, loss_reg: 0.0619, loss: 1.0396, grad_norm: 12.6541 2020-10-05 16:02:42,295 - mmaction - INFO - Epoch [22][7/25] lr: 1.000e-03, eta: 1 day, 3:11:23, time: 0.619, data_time: 0.015, memory: 6352, loss_activity: 0.7453, loss_completeness: 0.0868, loss_reg: 0.0743, loss: 0.9064, grad_norm: 11.4927 2020-10-05 16:02:42,813 - mmaction - INFO - Epoch [22][8/25] lr: 1.000e-03, eta: 1 day, 3:08:24, time: 0.597, data_time: 0.104, memory: 6352, loss_activity: 0.8507, loss_completeness: 0.0939, loss_reg: 0.0189, loss: 0.9635, grad_norm: 15.8901 2020-10-05 16:02:43,293 - mmaction - INFO - Epoch [22][9/25] lr: 1.000e-03, eta: 1 day, 3:05:23, time: 0.466, data_time: 0.015, memory: 6352, loss_activity: 0.4291, loss_completeness: 0.0967, loss_reg: 0.0281, loss: 0.5540, grad_norm: 9.1823 2020-10-05 16:02:43,788 - mmaction - INFO - Epoch [22][10/25] lr: 1.000e-03, eta: 1 day, 3:02:25, time: 0.513, data_time: 0.066, memory: 6352, loss_activity: 0.6735, loss_completeness: 0.0969, loss_reg: 0.0511, loss: 0.8216, grad_norm: 13.7146 2020-10-05 16:02:44,315 - mmaction - INFO - Epoch [22][11/25] lr: 1.000e-03, eta: 1 day, 2:59:27, time: 0.527, data_time: 0.009, memory: 6352, loss_activity: 0.8242, loss_completeness: 0.0953, loss_reg: 0.0362, loss: 0.9557, grad_norm: 12.8446 2020-10-05 16:02:44,844 - mmaction - INFO - Epoch [22][12/25] lr: 1.000e-03, eta: 1 day, 2:56:29, time: 0.518, data_time: 0.010, memory: 6352, loss_activity: 0.8854, loss_completeness: 0.0988, loss_reg: 0.0435, loss: 1.0277, grad_norm: 18.0437 2020-10-05 16:02:45,490 - mmaction - INFO - Epoch [22][13/25] lr: 1.000e-03, eta: 1 day, 2:53:33, time: 0.561, data_time: 0.025, memory: 6352, loss_activity: 0.9070, loss_completeness: 0.0973, loss_reg: 0.0871, loss: 1.0914, grad_norm: 15.4239 2020-10-05 16:02:45,987 - mmaction - INFO - Epoch [22][14/25] lr: 1.000e-03, eta: 1 day, 2:50:38, time: 0.581, data_time: 0.105, memory: 6352, loss_activity: 1.1913, loss_completeness: 0.0839, loss_reg: 0.0520, loss: 1.3272, grad_norm: 21.6588 2020-10-05 16:02:46,562 - mmaction - INFO - Epoch [22][15/25] lr: 1.000e-03, eta: 1 day, 2:47:44, time: 0.565, data_time: 0.024, memory: 6352, loss_activity: 0.9122, loss_completeness: 0.0880, loss_reg: 0.0303, loss: 1.0306, grad_norm: 18.1007 2020-10-05 16:02:47,134 - mmaction - INFO - Epoch [22][16/25] lr: 1.000e-03, eta: 1 day, 2:44:50, time: 0.558, data_time: 0.032, memory: 6352, loss_activity: 0.5071, loss_completeness: 0.0955, loss_reg: 0.0217, loss: 0.6243, grad_norm: 11.0009 2020-10-05 16:02:47,688 - mmaction - INFO - Epoch [22][17/25] lr: 1.000e-03, eta: 1 day, 2:41:56, time: 0.550, data_time: 0.046, memory: 6352, loss_activity: 0.8284, loss_completeness: 0.0957, loss_reg: 0.0587, loss: 0.9829, grad_norm: 19.4261 2020-10-05 16:02:48,223 - mmaction - INFO - Epoch [22][18/25] lr: 1.000e-03, eta: 1 day, 2:39:04, time: 0.567, data_time: 0.061, memory: 6352, loss_activity: 0.9196, loss_completeness: 0.0994, loss_reg: 0.0434, loss: 1.0624, grad_norm: 14.4938 2020-10-05 16:02:48,725 - mmaction - INFO - Epoch [22][19/25] lr: 1.000e-03, eta: 1 day, 2:36:10, time: 0.491, data_time: 0.021, memory: 6352, loss_activity: 0.7272, loss_completeness: 0.0957, loss_reg: 0.0201, loss: 0.8430, grad_norm: 17.1763 2020-10-05 16:02:49,358 - mmaction - INFO - Epoch [22][20/25] lr: 1.000e-03, eta: 1 day, 2:33:19, time: 0.594, data_time: 0.028, memory: 6352, loss_activity: 1.2863, loss_completeness: 0.1067, loss_reg: 0.0465, loss: 1.4395, grad_norm: 20.7205 2020-10-05 16:02:49,917 - mmaction - INFO - Epoch [22][21/25] lr: 1.000e-03, eta: 1 day, 2:30:29, time: 0.575, data_time: 0.122, memory: 6352, loss_activity: 0.5893, loss_completeness: 0.0891, loss_reg: 0.0750, loss: 0.7535, grad_norm: 11.7519 2020-10-05 16:02:50,431 - mmaction - INFO - Epoch [22][22/25] lr: 1.000e-03, eta: 1 day, 2:27:39, time: 0.555, data_time: 0.079, memory: 6352, loss_activity: 0.6272, loss_completeness: 0.1066, loss_reg: 0.0909, loss: 0.8247, grad_norm: 11.4541 2020-10-05 16:02:50,845 - mmaction - INFO - Epoch [22][23/25] lr: 1.000e-03, eta: 1 day, 2:24:46, time: 0.420, data_time: 0.015, memory: 6352, loss_activity: 0.7901, loss_completeness: 0.1107, loss_reg: 0.0506, loss: 0.9514, grad_norm: 16.7246 2020-10-05 16:02:51,265 - mmaction - INFO - Epoch [22][24/25] lr: 1.000e-03, eta: 1 day, 2:21:54, time: 0.419, data_time: 0.008, memory: 6352, loss_activity: 1.3364, loss_completeness: 0.1155, loss_reg: 0.0393, loss: 1.4912, grad_norm: 18.3027 2020-10-05 16:02:51,675 - mmaction - INFO - Epoch [22][25/25] lr: 1.000e-03, eta: 1 day, 2:19:02, time: 0.405, data_time: 0.004, memory: 6352, loss_activity: 1.4350, loss_completeness: 0.0949, loss_reg: 0.0324, loss: 1.5622, grad_norm: 19.9731 2020-10-05 16:02:58,674 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:06:12,053 - mmaction - INFO - Epoch [23][1/25] lr: 1.000e-03, eta: 1 day, 3:25:52, time: 193.209, data_time: 187.210, memory: 6352, loss_activity: 0.5133, loss_completeness: 0.1133, loss_reg: 0.0689, loss: 0.6956, grad_norm: 12.4603 2020-10-05 16:06:12,703 - mmaction - INFO - Epoch [23][2/25] lr: 1.000e-03, eta: 1 day, 3:23:01, time: 0.748, data_time: 0.277, memory: 6352, loss_activity: 0.8534, loss_completeness: 0.0957, loss_reg: 0.0415, loss: 0.9907, grad_norm: 16.0305 2020-10-05 16:06:13,297 - mmaction - INFO - Epoch [23][3/25] lr: 1.000e-03, eta: 1 day, 3:20:09, time: 0.657, data_time: 0.076, memory: 6352, loss_activity: 0.7883, loss_completeness: 0.0992, loss_reg: 0.0439, loss: 0.9314, grad_norm: 15.3876 2020-10-05 16:06:13,863 - mmaction - INFO - Epoch [23][4/25] lr: 1.000e-03, eta: 1 day, 3:17:14, time: 0.492, data_time: 0.040, memory: 6352, loss_activity: 0.8323, loss_completeness: 0.0965, loss_reg: 0.1044, loss: 1.0332, grad_norm: 16.8463 2020-10-05 16:06:14,353 - mmaction - INFO - Epoch [23][5/25] lr: 1.000e-03, eta: 1 day, 3:14:20, time: 0.526, data_time: 0.095, memory: 6352, loss_activity: 0.6444, loss_completeness: 0.0959, loss_reg: 0.0392, loss: 0.7795, grad_norm: 14.2625 2020-10-05 16:06:14,836 - mmaction - INFO - Epoch [23][6/25] lr: 1.000e-03, eta: 1 day, 3:11:27, time: 0.527, data_time: 0.050, memory: 6352, loss_activity: 0.7988, loss_completeness: 0.0803, loss_reg: 0.0138, loss: 0.8929, grad_norm: 15.8605 2020-10-05 16:06:15,394 - mmaction - INFO - Epoch [23][7/25] lr: 1.000e-03, eta: 1 day, 3:08:34, time: 0.532, data_time: 0.007, memory: 6352, loss_activity: 0.6485, loss_completeness: 0.0929, loss_reg: 0.0452, loss: 0.7866, grad_norm: 13.7763 2020-10-05 16:06:15,963 - mmaction - INFO - Epoch [23][8/25] lr: 1.000e-03, eta: 1 day, 3:05:42, time: 0.528, data_time: 0.031, memory: 6352, loss_activity: 0.6956, loss_completeness: 0.1128, loss_reg: 0.0767, loss: 0.8852, grad_norm: 12.9846 2020-10-05 16:06:16,522 - mmaction - INFO - Epoch [23][9/25] lr: 1.000e-03, eta: 1 day, 3:02:52, time: 0.601, data_time: 0.071, memory: 6352, loss_activity: 1.1853, loss_completeness: 0.1100, loss_reg: 0.0180, loss: 1.3132, grad_norm: 19.7448 2020-10-05 16:06:17,038 - mmaction - INFO - Epoch [23][10/25] lr: 1.000e-03, eta: 1 day, 3:00:02, time: 0.526, data_time: 0.057, memory: 6352, loss_activity: 1.0352, loss_completeness: 0.1011, loss_reg: 0.0591, loss: 1.1954, grad_norm: 25.7183 2020-10-05 16:06:17,599 - mmaction - INFO - Epoch [23][11/25] lr: 1.000e-03, eta: 1 day, 2:57:11, time: 0.516, data_time: 0.019, memory: 6352, loss_activity: 0.5767, loss_completeness: 0.0762, loss_reg: 0.0638, loss: 0.7168, grad_norm: 11.3342 2020-10-05 16:06:18,189 - mmaction - INFO - Epoch [23][12/25] lr: 1.000e-03, eta: 1 day, 2:54:22, time: 0.560, data_time: 0.072, memory: 6352, loss_activity: 0.5400, loss_completeness: 0.0968, loss_reg: 0.0498, loss: 0.6866, grad_norm: 17.6123 2020-10-05 16:06:18,824 - mmaction - INFO - Epoch [23][13/25] lr: 1.000e-03, eta: 1 day, 2:51:38, time: 0.726, data_time: 0.096, memory: 6352, loss_activity: 0.9157, loss_completeness: 0.0853, loss_reg: 0.0290, loss: 1.0300, grad_norm: 15.4721 2020-10-05 16:06:19,352 - mmaction - INFO - Epoch [23][14/25] lr: 1.000e-03, eta: 1 day, 2:48:48, time: 0.468, data_time: 0.013, memory: 6352, loss_activity: 0.3878, loss_completeness: 0.1026, loss_reg: 0.0503, loss: 0.5407, grad_norm: 9.7292 2020-10-05 16:06:19,835 - mmaction - INFO - Epoch [23][15/25] lr: 1.000e-03, eta: 1 day, 2:46:00, time: 0.542, data_time: 0.069, memory: 6352, loss_activity: 0.7591, loss_completeness: 0.1114, loss_reg: 0.0656, loss: 0.9361, grad_norm: 16.2581 2020-10-05 16:06:20,382 - mmaction - INFO - Epoch [23][16/25] lr: 1.000e-03, eta: 1 day, 2:43:13, time: 0.510, data_time: 0.012, memory: 6352, loss_activity: 0.6671, loss_completeness: 0.0910, loss_reg: 0.0901, loss: 0.8483, grad_norm: 13.7670 2020-10-05 16:06:20,945 - mmaction - INFO - Epoch [23][17/25] lr: 1.000e-03, eta: 1 day, 2:40:28, time: 0.590, data_time: 0.048, memory: 6352, loss_activity: 0.5800, loss_completeness: 0.1022, loss_reg: 0.0376, loss: 0.7198, grad_norm: 14.0140 2020-10-05 16:06:21,423 - mmaction - INFO - Epoch [23][18/25] lr: 1.000e-03, eta: 1 day, 2:37:41, time: 0.483, data_time: 0.025, memory: 6352, loss_activity: 0.5831, loss_completeness: 0.0986, loss_reg: 0.0279, loss: 0.7097, grad_norm: 14.3570 2020-10-05 16:06:22,047 - mmaction - INFO - Epoch [23][19/25] lr: 1.000e-03, eta: 1 day, 2:34:56, time: 0.577, data_time: 0.011, memory: 6352, loss_activity: 0.7952, loss_completeness: 0.1016, loss_reg: 0.0267, loss: 0.9236, grad_norm: 22.3454 2020-10-05 16:06:22,766 - mmaction - INFO - Epoch [23][20/25] lr: 1.000e-03, eta: 1 day, 2:32:16, time: 0.747, data_time: 0.134, memory: 6352, loss_activity: 1.0974, loss_completeness: 0.1045, loss_reg: 0.0730, loss: 1.2748, grad_norm: 20.1096 2020-10-05 16:06:23,352 - mmaction - INFO - Epoch [23][21/25] lr: 1.000e-03, eta: 1 day, 2:29:33, time: 0.611, data_time: 0.081, memory: 6352, loss_activity: 0.8367, loss_completeness: 0.1062, loss_reg: 0.0903, loss: 1.0332, grad_norm: 16.0557 2020-10-05 16:06:23,794 - mmaction - INFO - Epoch [23][22/25] lr: 1.000e-03, eta: 1 day, 2:26:48, time: 0.442, data_time: 0.028, memory: 6352, loss_activity: 0.6571, loss_completeness: 0.0970, loss_reg: 0.0552, loss: 0.8093, grad_norm: 16.8697 2020-10-05 16:06:24,204 - mmaction - INFO - Epoch [23][23/25] lr: 1.000e-03, eta: 1 day, 2:24:02, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.6081, loss_completeness: 0.0890, loss_reg: 0.0799, loss: 0.7770, grad_norm: 12.7626 2020-10-05 16:06:24,615 - mmaction - INFO - Epoch [23][24/25] lr: 1.000e-03, eta: 1 day, 2:21:17, time: 0.411, data_time: 0.004, memory: 6352, loss_activity: 0.8580, loss_completeness: 0.1026, loss_reg: 0.0606, loss: 1.0213, grad_norm: 14.1760 2020-10-05 16:06:25,023 - mmaction - INFO - Epoch [23][25/25] lr: 1.000e-03, eta: 1 day, 2:18:33, time: 0.407, data_time: 0.003, memory: 6352, loss_activity: 0.2996, loss_completeness: 0.0920, loss_reg: 0.0454, loss: 0.4370, grad_norm: 11.8961 2020-10-05 16:06:34,342 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:09:38,675 - mmaction - INFO - Epoch [24][1/25] lr: 1.000e-03, eta: 1 day, 3:19:15, time: 184.251, data_time: 179.988, memory: 6352, loss_activity: 0.6491, loss_completeness: 0.0960, loss_reg: 0.0914, loss: 0.8365, grad_norm: 17.0790 2020-10-05 16:09:39,382 - mmaction - INFO - Epoch [24][2/25] lr: 1.000e-03, eta: 1 day, 3:16:32, time: 0.784, data_time: 0.202, memory: 6352, loss_activity: 1.0807, loss_completeness: 0.1049, loss_reg: 0.0694, loss: 1.2550, grad_norm: 23.4335 2020-10-05 16:09:39,933 - mmaction - INFO - Epoch [24][3/25] lr: 1.000e-03, eta: 1 day, 3:13:43, time: 0.451, data_time: 0.016, memory: 6352, loss_activity: 0.7929, loss_completeness: 0.0941, loss_reg: 0.0625, loss: 0.9494, grad_norm: 18.9061 2020-10-05 16:09:40,505 - mmaction - INFO - Epoch [24][4/25] lr: 1.000e-03, eta: 1 day, 3:10:59, time: 0.633, data_time: 0.111, memory: 6352, loss_activity: 0.4301, loss_completeness: 0.1093, loss_reg: 0.0548, loss: 0.5942, grad_norm: 14.2889 2020-10-05 16:09:41,078 - mmaction - INFO - Epoch [24][5/25] lr: 1.000e-03, eta: 1 day, 3:08:14, time: 0.598, data_time: 0.062, memory: 6352, loss_activity: 0.6323, loss_completeness: 0.0972, loss_reg: 0.0771, loss: 0.8066, grad_norm: 13.0362 2020-10-05 16:09:41,594 - mmaction - INFO - Epoch [24][6/25] lr: 1.000e-03, eta: 1 day, 3:05:28, time: 0.497, data_time: 0.026, memory: 6352, loss_activity: 0.4610, loss_completeness: 0.1020, loss_reg: 0.0819, loss: 0.6449, grad_norm: 11.4056 2020-10-05 16:09:42,197 - mmaction - INFO - Epoch [24][7/25] lr: 1.000e-03, eta: 1 day, 3:02:45, time: 0.613, data_time: 0.041, memory: 6352, loss_activity: 0.5540, loss_completeness: 0.1122, loss_reg: 0.0694, loss: 0.7357, grad_norm: 9.7584 2020-10-05 16:09:42,781 - mmaction - INFO - Epoch [24][8/25] lr: 1.000e-03, eta: 1 day, 2:59:59, time: 0.468, data_time: 0.031, memory: 6352, loss_activity: 0.5929, loss_completeness: 0.0927, loss_reg: 0.0690, loss: 0.7546, grad_norm: 15.4496 2020-10-05 16:09:43,254 - mmaction - INFO - Epoch [24][9/25] lr: 1.000e-03, eta: 1 day, 2:57:17, time: 0.611, data_time: 0.147, memory: 6352, loss_activity: 0.9466, loss_completeness: 0.0856, loss_reg: 0.0731, loss: 1.1053, grad_norm: 19.1791 2020-10-05 16:09:43,877 - mmaction - INFO - Epoch [24][10/25] lr: 1.000e-03, eta: 1 day, 2:54:36, time: 0.625, data_time: 0.008, memory: 6352, loss_activity: 0.5689, loss_completeness: 0.1017, loss_reg: 0.0418, loss: 0.7124, grad_norm: 19.1950 2020-10-05 16:09:44,331 - mmaction - INFO - Epoch [24][11/25] lr: 1.000e-03, eta: 1 day, 2:51:52, time: 0.448, data_time: 0.005, memory: 6352, loss_activity: 0.8792, loss_completeness: 0.0913, loss_reg: 0.0337, loss: 1.0042, grad_norm: 17.5376 2020-10-05 16:09:44,873 - mmaction - INFO - Epoch [24][12/25] lr: 1.000e-03, eta: 1 day, 2:49:10, time: 0.534, data_time: 0.012, memory: 6352, loss_activity: 0.9536, loss_completeness: 0.1029, loss_reg: 0.0598, loss: 1.1163, grad_norm: 19.4825 2020-10-05 16:09:45,540 - mmaction - INFO - Epoch [24][13/25] lr: 1.000e-03, eta: 1 day, 2:46:29, time: 0.592, data_time: 0.019, memory: 6352, loss_activity: 0.6917, loss_completeness: 0.1051, loss_reg: 0.0381, loss: 0.8348, grad_norm: 18.6636 2020-10-05 16:09:45,998 - mmaction - INFO - Epoch [24][14/25] lr: 1.000e-03, eta: 1 day, 2:43:48, time: 0.511, data_time: 0.094, memory: 6352, loss_activity: 0.9088, loss_completeness: 0.0928, loss_reg: 0.0773, loss: 1.0789, grad_norm: 18.2516 2020-10-05 16:09:46,577 - mmaction - INFO - Epoch [24][15/25] lr: 1.000e-03, eta: 1 day, 2:41:09, time: 0.584, data_time: 0.041, memory: 6352, loss_activity: 1.3434, loss_completeness: 0.1068, loss_reg: 0.0921, loss: 1.5423, grad_norm: 24.0068 2020-10-05 16:09:47,248 - mmaction - INFO - Epoch [24][16/25] lr: 1.000e-03, eta: 1 day, 2:38:31, time: 0.655, data_time: 0.038, memory: 6352, loss_activity: 0.4969, loss_completeness: 0.1077, loss_reg: 0.0637, loss: 0.6682, grad_norm: 11.8728 2020-10-05 16:09:47,745 - mmaction - INFO - Epoch [24][17/25] lr: 1.000e-03, eta: 1 day, 2:35:51, time: 0.485, data_time: 0.053, memory: 6352, loss_activity: 0.9873, loss_completeness: 0.1030, loss_reg: 0.0836, loss: 1.1739, grad_norm: 18.8574 2020-10-05 16:09:48,239 - mmaction - INFO - Epoch [24][18/25] lr: 1.000e-03, eta: 1 day, 2:33:12, time: 0.504, data_time: 0.070, memory: 6352, loss_activity: 0.7685, loss_completeness: 0.0912, loss_reg: 0.0316, loss: 0.8912, grad_norm: 17.2718 2020-10-05 16:09:48,734 - mmaction - INFO - Epoch [24][19/25] lr: 1.000e-03, eta: 1 day, 2:30:34, time: 0.543, data_time: 0.056, memory: 6352, loss_activity: 0.8966, loss_completeness: 0.0953, loss_reg: 0.0681, loss: 1.0601, grad_norm: 18.7205 2020-10-05 16:09:49,356 - mmaction - INFO - Epoch [24][20/25] lr: 1.000e-03, eta: 1 day, 2:27:57, time: 0.591, data_time: 0.063, memory: 6352, loss_activity: 0.4816, loss_completeness: 0.1017, loss_reg: 0.0330, loss: 0.6163, grad_norm: 15.0603 2020-10-05 16:09:49,998 - mmaction - INFO - Epoch [24][21/25] lr: 1.000e-03, eta: 1 day, 2:25:21, time: 0.582, data_time: 0.085, memory: 6352, loss_activity: 0.6588, loss_completeness: 0.0950, loss_reg: 0.0536, loss: 0.8075, grad_norm: 13.7883 2020-10-05 16:09:50,442 - mmaction - INFO - Epoch [24][22/25] lr: 1.000e-03, eta: 1 day, 2:22:44, time: 0.534, data_time: 0.098, memory: 6352, loss_activity: 1.5486, loss_completeness: 0.1146, loss_reg: 0.0475, loss: 1.7106, grad_norm: 21.1003 2020-10-05 16:09:50,857 - mmaction - INFO - Epoch [24][23/25] lr: 1.000e-03, eta: 1 day, 2:20:06, time: 0.415, data_time: 0.006, memory: 6352, loss_activity: 0.9104, loss_completeness: 0.0966, loss_reg: 0.0688, loss: 1.0758, grad_norm: 17.5382 2020-10-05 16:09:51,266 - mmaction - INFO - Epoch [24][24/25] lr: 1.000e-03, eta: 1 day, 2:17:27, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.6521, loss_completeness: 0.0949, loss_reg: 0.0403, loss: 0.7873, grad_norm: 12.7802 2020-10-05 16:09:51,678 - mmaction - INFO - Epoch [24][25/25] lr: 1.000e-03, eta: 1 day, 2:14:50, time: 0.413, data_time: 0.007, memory: 6352, loss_activity: 0.8750, loss_completeness: 0.0946, loss_reg: 0.0811, loss: 1.0508, grad_norm: 12.0991 2020-10-05 16:09:59,182 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:13:14,001 - mmaction - INFO - Epoch [25][1/25] lr: 1.000e-03, eta: 1 day, 3:16:17, time: 194.571, data_time: 189.499, memory: 6352, loss_activity: 1.0303, loss_completeness: 0.0963, loss_reg: 0.0229, loss: 1.1496, grad_norm: 19.6774 2020-10-05 16:13:14,623 - mmaction - INFO - Epoch [25][2/25] lr: 1.000e-03, eta: 1 day, 3:13:42, time: 0.819, data_time: 0.368, memory: 6352, loss_activity: 0.7611, loss_completeness: 0.0995, loss_reg: 0.0482, loss: 0.9088, grad_norm: 15.0074 2020-10-05 16:13:15,140 - mmaction - INFO - Epoch [25][3/25] lr: 1.000e-03, eta: 1 day, 3:11:01, time: 0.510, data_time: 0.052, memory: 6352, loss_activity: 0.8161, loss_completeness: 0.0998, loss_reg: 0.0254, loss: 0.9413, grad_norm: 14.6760 2020-10-05 16:13:15,605 - mmaction - INFO - Epoch [25][4/25] lr: 1.000e-03, eta: 1 day, 3:08:21, time: 0.501, data_time: 0.068, memory: 6352, loss_activity: 0.6619, loss_completeness: 0.1107, loss_reg: 0.0791, loss: 0.8517, grad_norm: 10.8773 2020-10-05 16:13:16,178 - mmaction - INFO - Epoch [25][5/25] lr: 1.000e-03, eta: 1 day, 3:05:43, time: 0.590, data_time: 0.024, memory: 6352, loss_activity: 0.8839, loss_completeness: 0.0980, loss_reg: 0.1011, loss: 1.0830, grad_norm: 18.2846 2020-10-05 16:13:16,839 - mmaction - INFO - Epoch [25][6/25] lr: 1.000e-03, eta: 1 day, 3:03:05, time: 0.568, data_time: 0.012, memory: 6352, loss_activity: 1.0158, loss_completeness: 0.1099, loss_reg: 0.0364, loss: 1.1622, grad_norm: 15.2229 2020-10-05 16:13:17,379 - mmaction - INFO - Epoch [25][7/25] lr: 1.000e-03, eta: 1 day, 3:00:27, time: 0.576, data_time: 0.115, memory: 6352, loss_activity: 0.9943, loss_completeness: 0.1148, loss_reg: 0.0674, loss: 1.1764, grad_norm: 15.9160 2020-10-05 16:13:17,899 - mmaction - INFO - Epoch [25][8/25] lr: 1.000e-03, eta: 1 day, 2:57:50, time: 0.541, data_time: 0.064, memory: 6352, loss_activity: 1.1675, loss_completeness: 0.1065, loss_reg: 0.0595, loss: 1.3335, grad_norm: 26.4039 2020-10-05 16:13:18,535 - mmaction - INFO - Epoch [25][9/25] lr: 1.000e-03, eta: 1 day, 2:55:15, time: 0.621, data_time: 0.045, memory: 6352, loss_activity: 0.7932, loss_completeness: 0.1039, loss_reg: 0.0911, loss: 0.9882, grad_norm: 14.9207 2020-10-05 16:13:19,062 - mmaction - INFO - Epoch [25][10/25] lr: 1.000e-03, eta: 1 day, 2:52:39, time: 0.579, data_time: 0.059, memory: 6352, loss_activity: 0.7966, loss_completeness: 0.0923, loss_reg: 0.0608, loss: 0.9498, grad_norm: 18.6009 2020-10-05 16:13:19,615 - mmaction - INFO - Epoch [25][11/25] lr: 1.000e-03, eta: 1 day, 2:50:01, time: 0.469, data_time: 0.009, memory: 6352, loss_activity: 0.9941, loss_completeness: 0.0960, loss_reg: 0.0176, loss: 1.1077, grad_norm: 18.0526 2020-10-05 16:13:20,171 - mmaction - INFO - Epoch [25][12/25] lr: 1.000e-03, eta: 1 day, 2:47:28, time: 0.630, data_time: 0.093, memory: 6352, loss_activity: 0.7957, loss_completeness: 0.1045, loss_reg: 0.0755, loss: 0.9757, grad_norm: 13.5316 2020-10-05 16:13:20,594 - mmaction - INFO - Epoch [25][13/25] lr: 1.000e-03, eta: 1 day, 2:44:51, time: 0.430, data_time: 0.015, memory: 6352, loss_activity: 0.6455, loss_completeness: 0.0944, loss_reg: 0.0352, loss: 0.7751, grad_norm: 15.9005 2020-10-05 16:13:21,213 - mmaction - INFO - Epoch [25][14/25] lr: 1.000e-03, eta: 1 day, 2:42:17, time: 0.590, data_time: 0.006, memory: 6352, loss_activity: 0.5279, loss_completeness: 0.0968, loss_reg: 0.0454, loss: 0.6700, grad_norm: 13.2771 2020-10-05 16:13:21,783 - mmaction - INFO - Epoch [25][15/25] lr: 1.000e-03, eta: 1 day, 2:39:44, time: 0.569, data_time: 0.054, memory: 6352, loss_activity: 1.1507, loss_completeness: 0.1002, loss_reg: 0.0559, loss: 1.3068, grad_norm: 18.5892 2020-10-05 16:13:22,456 - mmaction - INFO - Epoch [25][16/25] lr: 1.000e-03, eta: 1 day, 2:37:11, time: 0.569, data_time: 0.037, memory: 6352, loss_activity: 0.9198, loss_completeness: 0.0999, loss_reg: 0.0689, loss: 1.0885, grad_norm: 19.3020 2020-10-05 16:13:23,048 - mmaction - INFO - Epoch [25][17/25] lr: 1.000e-03, eta: 1 day, 2:34:39, time: 0.599, data_time: 0.142, memory: 6352, loss_activity: 0.5204, loss_completeness: 0.0999, loss_reg: 0.1001, loss: 0.7204, grad_norm: 14.8992 2020-10-05 16:13:23,613 - mmaction - INFO - Epoch [25][18/25] lr: 1.000e-03, eta: 1 day, 2:32:08, time: 0.613, data_time: 0.141, memory: 6352, loss_activity: 0.7434, loss_completeness: 0.1112, loss_reg: 0.0268, loss: 0.8814, grad_norm: 15.8856 2020-10-05 16:13:24,166 - mmaction - INFO - Epoch [25][19/25] lr: 1.000e-03, eta: 1 day, 2:29:36, time: 0.553, data_time: 0.088, memory: 6352, loss_activity: 0.5317, loss_completeness: 0.0980, loss_reg: 0.0541, loss: 0.6839, grad_norm: 16.2469 2020-10-05 16:13:24,841 - mmaction - INFO - Epoch [25][20/25] lr: 1.000e-03, eta: 1 day, 2:27:07, time: 0.642, data_time: 0.138, memory: 6352, loss_activity: 0.3684, loss_completeness: 0.0989, loss_reg: 0.0473, loss: 0.5146, grad_norm: 12.6018 2020-10-05 16:13:25,461 - mmaction - INFO - Epoch [25][21/25] lr: 1.000e-03, eta: 1 day, 2:24:39, time: 0.701, data_time: 0.187, memory: 6352, loss_activity: 0.4689, loss_completeness: 0.0964, loss_reg: 0.0636, loss: 0.6289, grad_norm: 13.1851 2020-10-05 16:13:25,882 - mmaction - INFO - Epoch [25][22/25] lr: 1.000e-03, eta: 1 day, 2:22:06, time: 0.449, data_time: 0.041, memory: 6352, loss_activity: 1.2222, loss_completeness: 0.1127, loss_reg: 0.0420, loss: 1.3769, grad_norm: 20.5215 2020-10-05 16:13:26,298 - mmaction - INFO - Epoch [25][23/25] lr: 1.000e-03, eta: 1 day, 2:19:34, time: 0.415, data_time: 0.010, memory: 6352, loss_activity: 0.7855, loss_completeness: 0.1145, loss_reg: 0.0505, loss: 0.9506, grad_norm: 15.6726 2020-10-05 16:13:26,713 - mmaction - INFO - Epoch [25][24/25] lr: 1.000e-03, eta: 1 day, 2:17:02, time: 0.416, data_time: 0.008, memory: 6352, loss_activity: 0.6618, loss_completeness: 0.0817, loss_reg: 0.0424, loss: 0.7859, grad_norm: 19.3491 2020-10-05 16:13:27,130 - mmaction - INFO - Epoch [25][25/25] lr: 1.000e-03, eta: 1 day, 2:14:31, time: 0.420, data_time: 0.017, memory: 6352, loss_activity: 0.5053, loss_completeness: 0.0917, loss_reg: 0.0292, loss: 0.6261, grad_norm: 10.5621 2020-10-05 16:13:34,761 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-05 16:13:35,461 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:16:35,046 - mmaction - INFO - Epoch [26][1/25] lr: 1.000e-03, eta: 1 day, 3:08:33, time: 179.311, data_time: 172.823, memory: 6352, loss_activity: 0.7456, loss_completeness: 0.0846, loss_reg: 0.0518, loss: 0.8820, grad_norm: 21.5971 2020-10-05 16:16:35,708 - mmaction - INFO - Epoch [26][2/25] lr: 1.000e-03, eta: 1 day, 3:06:05, time: 0.846, data_time: 0.388, memory: 6352, loss_activity: 0.8420, loss_completeness: 0.0948, loss_reg: 0.0740, loss: 1.0107, grad_norm: 18.2705 2020-10-05 16:16:36,249 - mmaction - INFO - Epoch [26][3/25] lr: 1.000e-03, eta: 1 day, 3:03:33, time: 0.597, data_time: 0.094, memory: 6352, loss_activity: 0.7945, loss_completeness: 0.0931, loss_reg: 0.0585, loss: 0.9461, grad_norm: 20.0326 2020-10-05 16:16:36,776 - mmaction - INFO - Epoch [26][4/25] lr: 1.000e-03, eta: 1 day, 3:01:00, time: 0.528, data_time: 0.037, memory: 6352, loss_activity: 0.6226, loss_completeness: 0.0875, loss_reg: 0.0880, loss: 0.7981, grad_norm: 14.7904 2020-10-05 16:16:37,365 - mmaction - INFO - Epoch [26][5/25] lr: 1.000e-03, eta: 1 day, 2:58:26, time: 0.459, data_time: 0.036, memory: 6352, loss_activity: 0.6068, loss_completeness: 0.0869, loss_reg: 0.0573, loss: 0.7510, grad_norm: 14.1700 2020-10-05 16:16:37,913 - mmaction - INFO - Epoch [26][6/25] lr: 1.000e-03, eta: 1 day, 2:55:57, time: 0.708, data_time: 0.168, memory: 6352, loss_activity: 0.2422, loss_completeness: 0.0845, loss_reg: 0.0781, loss: 0.4048, grad_norm: 10.2612 2020-10-05 16:16:38,369 - mmaction - INFO - Epoch [26][7/25] lr: 1.000e-03, eta: 1 day, 2:53:24, time: 0.444, data_time: 0.008, memory: 6352, loss_activity: 1.2768, loss_completeness: 0.1102, loss_reg: 0.0458, loss: 1.4328, grad_norm: 23.6899 2020-10-05 16:16:38,924 - mmaction - INFO - Epoch [26][8/25] lr: 1.000e-03, eta: 1 day, 2:50:53, time: 0.538, data_time: 0.023, memory: 6352, loss_activity: 0.7112, loss_completeness: 0.1077, loss_reg: 0.0821, loss: 0.9010, grad_norm: 15.4338 2020-10-05 16:16:39,525 - mmaction - INFO - Epoch [26][9/25] lr: 1.000e-03, eta: 1 day, 2:48:24, time: 0.619, data_time: 0.036, memory: 6352, loss_activity: 0.9414, loss_completeness: 0.1017, loss_reg: 0.0459, loss: 1.0891, grad_norm: 19.5697 2020-10-05 16:16:40,084 - mmaction - INFO - Epoch [26][10/25] lr: 1.000e-03, eta: 1 day, 2:45:53, time: 0.522, data_time: 0.017, memory: 6352, loss_activity: 0.8608, loss_completeness: 0.0983, loss_reg: 0.1385, loss: 1.0975, grad_norm: 19.2604 2020-10-05 16:16:40,624 - mmaction - INFO - Epoch [26][11/25] lr: 1.000e-03, eta: 1 day, 2:43:24, time: 0.548, data_time: 0.063, memory: 6352, loss_activity: 0.6916, loss_completeness: 0.0961, loss_reg: 0.0450, loss: 0.8327, grad_norm: 17.1051 2020-10-05 16:16:41,099 - mmaction - INFO - Epoch [26][12/25] lr: 1.000e-03, eta: 1 day, 2:40:54, time: 0.508, data_time: 0.051, memory: 6352, loss_activity: 0.9279, loss_completeness: 0.1008, loss_reg: 0.0366, loss: 1.0653, grad_norm: 18.7651 2020-10-05 16:16:41,581 - mmaction - INFO - Epoch [26][13/25] lr: 1.000e-03, eta: 1 day, 2:38:24, time: 0.462, data_time: 0.013, memory: 6352, loss_activity: 1.1483, loss_completeness: 0.1073, loss_reg: 0.0887, loss: 1.3444, grad_norm: 15.8002 2020-10-05 16:16:42,177 - mmaction - INFO - Epoch [26][14/25] lr: 1.000e-03, eta: 1 day, 2:35:57, time: 0.590, data_time: 0.032, memory: 6352, loss_activity: 0.4914, loss_completeness: 0.0929, loss_reg: 0.0383, loss: 0.6227, grad_norm: 13.1542 2020-10-05 16:16:42,787 - mmaction - INFO - Epoch [26][15/25] lr: 1.000e-03, eta: 1 day, 2:33:31, time: 0.615, data_time: 0.040, memory: 6352, loss_activity: 0.4391, loss_completeness: 0.1008, loss_reg: 0.0218, loss: 0.5618, grad_norm: 12.9987 2020-10-05 16:16:43,397 - mmaction - INFO - Epoch [26][16/25] lr: 1.000e-03, eta: 1 day, 2:31:03, time: 0.521, data_time: 0.066, memory: 6352, loss_activity: 1.2173, loss_completeness: 0.0895, loss_reg: 0.0528, loss: 1.3596, grad_norm: 15.7686 2020-10-05 16:16:43,970 - mmaction - INFO - Epoch [26][17/25] lr: 1.000e-03, eta: 1 day, 2:28:38, time: 0.634, data_time: 0.131, memory: 6352, loss_activity: 0.5138, loss_completeness: 0.0982, loss_reg: 0.0432, loss: 0.6553, grad_norm: 13.0358 2020-10-05 16:16:44,486 - mmaction - INFO - Epoch [26][18/25] lr: 1.000e-03, eta: 1 day, 2:26:12, time: 0.562, data_time: 0.083, memory: 6352, loss_activity: 0.5874, loss_completeness: 0.1040, loss_reg: 0.0453, loss: 0.7366, grad_norm: 12.1300 2020-10-05 16:16:45,012 - mmaction - INFO - Epoch [26][19/25] lr: 1.000e-03, eta: 1 day, 2:23:46, time: 0.499, data_time: 0.025, memory: 6352, loss_activity: 0.3843, loss_completeness: 0.0836, loss_reg: 0.0291, loss: 0.4970, grad_norm: 9.5514 2020-10-05 16:16:45,526 - mmaction - INFO - Epoch [26][20/25] lr: 1.000e-03, eta: 1 day, 2:21:20, time: 0.538, data_time: 0.056, memory: 6352, loss_activity: 0.6785, loss_completeness: 0.0903, loss_reg: 0.0508, loss: 0.8195, grad_norm: 15.1667 2020-10-05 16:16:46,133 - mmaction - INFO - Epoch [26][21/25] lr: 1.000e-03, eta: 1 day, 2:18:56, time: 0.606, data_time: 0.085, memory: 6352, loss_activity: 1.2284, loss_completeness: 0.1015, loss_reg: 0.0581, loss: 1.3881, grad_norm: 22.9831 2020-10-05 16:16:46,663 - mmaction - INFO - Epoch [26][22/25] lr: 1.000e-03, eta: 1 day, 2:16:32, time: 0.532, data_time: 0.067, memory: 6352, loss_activity: 0.7879, loss_completeness: 0.0995, loss_reg: 0.0652, loss: 0.9525, grad_norm: 10.6521 2020-10-05 16:16:47,073 - mmaction - INFO - Epoch [26][23/25] lr: 1.000e-03, eta: 1 day, 2:14:06, time: 0.421, data_time: 0.023, memory: 6352, loss_activity: 0.7503, loss_completeness: 0.0997, loss_reg: 0.0252, loss: 0.8752, grad_norm: 16.2231 2020-10-05 16:16:47,483 - mmaction - INFO - Epoch [26][24/25] lr: 1.000e-03, eta: 1 day, 2:11:40, time: 0.411, data_time: 0.007, memory: 6352, loss_activity: 0.4279, loss_completeness: 0.1021, loss_reg: 0.0368, loss: 0.5667, grad_norm: 10.8238 2020-10-05 16:16:47,892 - mmaction - INFO - Epoch [26][25/25] lr: 1.000e-03, eta: 1 day, 2:09:14, time: 0.410, data_time: 0.004, memory: 6352, loss_activity: 0.9768, loss_completeness: 0.0995, loss_reg: 0.0189, loss: 1.0953, grad_norm: 22.4718 2020-10-05 16:16:53,561 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:19:47,670 - mmaction - INFO - Epoch [27][1/25] lr: 1.000e-03, eta: 1 day, 2:59:29, time: 174.024, data_time: 168.581, memory: 6352, loss_activity: 0.8720, loss_completeness: 0.0923, loss_reg: 0.0544, loss: 1.0186, grad_norm: 15.5374 2020-10-05 16:19:48,346 - mmaction - INFO - Epoch [27][2/25] lr: 1.000e-03, eta: 1 day, 2:57:03, time: 0.616, data_time: 0.189, memory: 6352, loss_activity: 0.7054, loss_completeness: 0.0928, loss_reg: 0.0188, loss: 0.8170, grad_norm: 14.7666 2020-10-05 16:19:48,853 - mmaction - INFO - Epoch [27][3/25] lr: 1.000e-03, eta: 1 day, 2:54:37, time: 0.574, data_time: 0.147, memory: 6352, loss_activity: 0.8283, loss_completeness: 0.0709, loss_reg: 0.0616, loss: 0.9608, grad_norm: 20.1839 2020-10-05 16:19:49,446 - mmaction - INFO - Epoch [27][4/25] lr: 1.000e-03, eta: 1 day, 2:52:11, time: 0.585, data_time: 0.082, memory: 6352, loss_activity: 0.6028, loss_completeness: 0.0953, loss_reg: 0.0373, loss: 0.7354, grad_norm: 12.3741 2020-10-05 16:19:49,961 - mmaction - INFO - Epoch [27][5/25] lr: 1.000e-03, eta: 1 day, 2:49:45, time: 0.574, data_time: 0.090, memory: 6352, loss_activity: 0.6876, loss_completeness: 0.0962, loss_reg: 0.0451, loss: 0.8289, grad_norm: 18.1130 2020-10-05 16:19:50,449 - mmaction - INFO - Epoch [27][6/25] lr: 1.000e-03, eta: 1 day, 2:47:19, time: 0.512, data_time: 0.040, memory: 6352, loss_activity: 0.7721, loss_completeness: 0.0898, loss_reg: 0.0242, loss: 0.8861, grad_norm: 17.4658 2020-10-05 16:19:51,173 - mmaction - INFO - Epoch [27][7/25] lr: 1.000e-03, eta: 1 day, 2:44:57, time: 0.724, data_time: 0.009, memory: 6352, loss_activity: 0.6735, loss_completeness: 0.0997, loss_reg: 0.0730, loss: 0.8462, grad_norm: 20.2598 2020-10-05 16:19:51,752 - mmaction - INFO - Epoch [27][8/25] lr: 1.000e-03, eta: 1 day, 2:42:32, time: 0.499, data_time: 0.019, memory: 6352, loss_activity: 0.5076, loss_completeness: 0.1055, loss_reg: 0.0686, loss: 0.6817, grad_norm: 12.8766 2020-10-05 16:19:52,353 - mmaction - INFO - Epoch [27][9/25] lr: 1.000e-03, eta: 1 day, 2:40:08, time: 0.560, data_time: 0.087, memory: 6352, loss_activity: 0.7469, loss_completeness: 0.1090, loss_reg: 0.0612, loss: 0.9171, grad_norm: 12.5843 2020-10-05 16:19:52,843 - mmaction - INFO - Epoch [27][10/25] lr: 1.000e-03, eta: 1 day, 2:37:45, time: 0.571, data_time: 0.128, memory: 6352, loss_activity: 0.7733, loss_completeness: 0.0997, loss_reg: 0.0415, loss: 0.9145, grad_norm: 16.6055 2020-10-05 16:19:53,373 - mmaction - INFO - Epoch [27][11/25] lr: 1.000e-03, eta: 1 day, 2:35:21, time: 0.529, data_time: 0.099, memory: 6352, loss_activity: 0.7662, loss_completeness: 0.1045, loss_reg: 0.0980, loss: 0.9687, grad_norm: 17.8173 2020-10-05 16:19:53,886 - mmaction - INFO - Epoch [27][12/25] lr: 1.000e-03, eta: 1 day, 2:32:57, time: 0.508, data_time: 0.047, memory: 6352, loss_activity: 0.6787, loss_completeness: 0.0959, loss_reg: 0.0305, loss: 0.8051, grad_norm: 17.8541 2020-10-05 16:19:54,510 - mmaction - INFO - Epoch [27][13/25] lr: 1.000e-03, eta: 1 day, 2:30:37, time: 0.649, data_time: 0.052, memory: 6352, loss_activity: 1.0939, loss_completeness: 0.0873, loss_reg: 0.0309, loss: 1.2120, grad_norm: 17.8569 2020-10-05 16:19:54,987 - mmaction - INFO - Epoch [27][14/25] lr: 1.000e-03, eta: 1 day, 2:28:13, time: 0.475, data_time: 0.027, memory: 6352, loss_activity: 1.4834, loss_completeness: 0.0952, loss_reg: 0.0668, loss: 1.6454, grad_norm: 26.1333 2020-10-05 16:19:55,552 - mmaction - INFO - Epoch [27][15/25] lr: 1.000e-03, eta: 1 day, 2:25:52, time: 0.563, data_time: 0.028, memory: 6352, loss_activity: 0.5098, loss_completeness: 0.0916, loss_reg: 0.0712, loss: 0.6726, grad_norm: 11.3198 2020-10-05 16:19:56,170 - mmaction - INFO - Epoch [27][16/25] lr: 1.000e-03, eta: 1 day, 2:23:32, time: 0.585, data_time: 0.033, memory: 6352, loss_activity: 0.7001, loss_completeness: 0.0936, loss_reg: 0.0565, loss: 0.8502, grad_norm: 17.5183 2020-10-05 16:19:56,692 - mmaction - INFO - Epoch [27][17/25] lr: 1.000e-03, eta: 1 day, 2:21:11, time: 0.553, data_time: 0.065, memory: 6352, loss_activity: 0.4142, loss_completeness: 0.0937, loss_reg: 0.0270, loss: 0.5349, grad_norm: 16.5947 2020-10-05 16:19:57,213 - mmaction - INFO - Epoch [27][18/25] lr: 1.000e-03, eta: 1 day, 2:18:50, time: 0.538, data_time: 0.033, memory: 6352, loss_activity: 0.7634, loss_completeness: 0.1046, loss_reg: 0.0561, loss: 0.9241, grad_norm: 15.3595 2020-10-05 16:19:57,713 - mmaction - INFO - Epoch [27][19/25] lr: 1.000e-03, eta: 1 day, 2:16:30, time: 0.506, data_time: 0.017, memory: 6352, loss_activity: 0.5242, loss_completeness: 0.1028, loss_reg: 0.0539, loss: 0.6809, grad_norm: 13.4016 2020-10-05 16:19:58,375 - mmaction - INFO - Epoch [27][20/25] lr: 1.000e-03, eta: 1 day, 2:14:12, time: 0.629, data_time: 0.070, memory: 6352, loss_activity: 0.7526, loss_completeness: 0.0824, loss_reg: 0.0971, loss: 0.9321, grad_norm: 17.4141 2020-10-05 16:19:58,999 - mmaction - INFO - Epoch [27][21/25] lr: 1.000e-03, eta: 1 day, 2:11:52, time: 0.535, data_time: 0.065, memory: 6352, loss_activity: 0.7004, loss_completeness: 0.0886, loss_reg: 0.0310, loss: 0.8199, grad_norm: 18.0071 2020-10-05 16:19:59,509 - mmaction - INFO - Epoch [27][22/25] lr: 1.000e-03, eta: 1 day, 2:09:35, time: 0.632, data_time: 0.144, memory: 6352, loss_activity: 0.7831, loss_completeness: 0.1089, loss_reg: 0.1140, loss: 1.0060, grad_norm: 17.7532 2020-10-05 16:19:59,922 - mmaction - INFO - Epoch [27][23/25] lr: 1.000e-03, eta: 1 day, 2:07:15, time: 0.416, data_time: 0.008, memory: 6352, loss_activity: 0.8995, loss_completeness: 0.1112, loss_reg: 0.0440, loss: 1.0547, grad_norm: 16.2712 2020-10-05 16:20:00,330 - mmaction - INFO - Epoch [27][24/25] lr: 1.000e-03, eta: 1 day, 2:04:54, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.8359, loss_completeness: 0.1065, loss_reg: 0.0479, loss: 0.9903, grad_norm: 15.9588 2020-10-05 16:20:00,739 - mmaction - INFO - Epoch [27][25/25] lr: 1.000e-03, eta: 1 day, 2:02:35, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.4845, loss_completeness: 0.0964, loss_reg: 0.1117, loss: 0.6926, grad_norm: 13.8464 2020-10-05 16:20:08,895 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:23:17,910 - mmaction - INFO - Epoch [28][1/25] lr: 1.000e-03, eta: 1 day, 2:55:11, time: 188.844, data_time: 185.659, memory: 6352, loss_activity: 0.6762, loss_completeness: 0.1115, loss_reg: 0.0811, loss: 0.8688, grad_norm: 17.0861 2020-10-05 16:23:18,476 - mmaction - INFO - Epoch [28][2/25] lr: 1.000e-03, eta: 1 day, 2:52:53, time: 0.734, data_time: 0.261, memory: 6352, loss_activity: 0.4153, loss_completeness: 0.0855, loss_reg: 0.1246, loss: 0.6255, grad_norm: 13.3281 2020-10-05 16:23:19,011 - mmaction - INFO - Epoch [28][3/25] lr: 1.000e-03, eta: 1 day, 2:50:30, time: 0.472, data_time: 0.012, memory: 6352, loss_activity: 0.4797, loss_completeness: 0.0982, loss_reg: 0.0464, loss: 0.6243, grad_norm: 12.7595 2020-10-05 16:23:19,571 - mmaction - INFO - Epoch [28][4/25] lr: 1.000e-03, eta: 1 day, 2:48:09, time: 0.530, data_time: 0.070, memory: 6352, loss_activity: 0.5853, loss_completeness: 0.0791, loss_reg: 0.0625, loss: 0.7268, grad_norm: 14.0942 2020-10-05 16:23:20,075 - mmaction - INFO - Epoch [28][5/25] lr: 1.000e-03, eta: 1 day, 2:45:48, time: 0.567, data_time: 0.125, memory: 6352, loss_activity: 0.8760, loss_completeness: 0.0953, loss_reg: 0.0376, loss: 1.0089, grad_norm: 20.8464 2020-10-05 16:23:20,606 - mmaction - INFO - Epoch [28][6/25] lr: 1.000e-03, eta: 1 day, 2:43:28, time: 0.556, data_time: 0.035, memory: 6352, loss_activity: 0.3333, loss_completeness: 0.0777, loss_reg: 0.0647, loss: 0.4757, grad_norm: 12.7946 2020-10-05 16:23:21,169 - mmaction - INFO - Epoch [28][7/25] lr: 1.000e-03, eta: 1 day, 2:41:08, time: 0.528, data_time: 0.010, memory: 6352, loss_activity: 1.3129, loss_completeness: 0.1041, loss_reg: 0.0712, loss: 1.4881, grad_norm: 18.5949 2020-10-05 16:23:21,713 - mmaction - INFO - Epoch [28][8/25] lr: 1.000e-03, eta: 1 day, 2:38:49, time: 0.570, data_time: 0.044, memory: 6352, loss_activity: 0.3697, loss_completeness: 0.1010, loss_reg: 0.0528, loss: 0.5235, grad_norm: 11.9026 2020-10-05 16:23:22,243 - mmaction - INFO - Epoch [28][9/25] lr: 1.000e-03, eta: 1 day, 2:36:30, time: 0.486, data_time: 0.041, memory: 6352, loss_activity: 0.5608, loss_completeness: 0.1061, loss_reg: 0.0458, loss: 0.7127, grad_norm: 13.3184 2020-10-05 16:23:22,952 - mmaction - INFO - Epoch [28][10/25] lr: 1.000e-03, eta: 1 day, 2:34:13, time: 0.650, data_time: 0.102, memory: 6352, loss_activity: 0.3975, loss_completeness: 0.0980, loss_reg: 0.0707, loss: 0.5662, grad_norm: 11.8338 2020-10-05 16:23:23,463 - mmaction - INFO - Epoch [28][11/25] lr: 1.000e-03, eta: 1 day, 2:31:55, time: 0.575, data_time: 0.136, memory: 6352, loss_activity: 0.6611, loss_completeness: 0.1067, loss_reg: 0.0335, loss: 0.8013, grad_norm: 20.1689 2020-10-05 16:23:24,030 - mmaction - INFO - Epoch [28][12/25] lr: 1.000e-03, eta: 1 day, 2:29:39, time: 0.607, data_time: 0.060, memory: 6352, loss_activity: 0.6015, loss_completeness: 0.1045, loss_reg: 0.0423, loss: 0.7482, grad_norm: 16.3798 2020-10-05 16:23:24,545 - mmaction - INFO - Epoch [28][13/25] lr: 1.000e-03, eta: 1 day, 2:27:21, time: 0.528, data_time: 0.019, memory: 6352, loss_activity: 0.4174, loss_completeness: 0.0801, loss_reg: 0.0518, loss: 0.5493, grad_norm: 10.6645 2020-10-05 16:23:25,024 - mmaction - INFO - Epoch [28][14/25] lr: 1.000e-03, eta: 1 day, 2:25:03, time: 0.467, data_time: 0.012, memory: 6352, loss_activity: 0.4287, loss_completeness: 0.1016, loss_reg: 0.0670, loss: 0.5973, grad_norm: 17.4118 2020-10-05 16:23:25,629 - mmaction - INFO - Epoch [28][15/25] lr: 1.000e-03, eta: 1 day, 2:22:45, time: 0.480, data_time: 0.018, memory: 6352, loss_activity: 0.5641, loss_completeness: 0.1022, loss_reg: 0.0251, loss: 0.6914, grad_norm: 14.7467 2020-10-05 16:23:26,091 - mmaction - INFO - Epoch [28][16/25] lr: 1.000e-03, eta: 1 day, 2:20:29, time: 0.559, data_time: 0.145, memory: 6352, loss_activity: 0.7687, loss_completeness: 0.0869, loss_reg: 0.0705, loss: 0.9261, grad_norm: 19.7946 2020-10-05 16:23:26,691 - mmaction - INFO - Epoch [28][17/25] lr: 1.000e-03, eta: 1 day, 2:18:14, time: 0.564, data_time: 0.046, memory: 6352, loss_activity: 1.2172, loss_completeness: 0.0941, loss_reg: 0.0499, loss: 1.3612, grad_norm: 21.4811 2020-10-05 16:23:27,240 - mmaction - INFO - Epoch [28][18/25] lr: 1.000e-03, eta: 1 day, 2:15:59, time: 0.579, data_time: 0.083, memory: 6352, loss_activity: 0.3693, loss_completeness: 0.1027, loss_reg: 0.0524, loss: 0.5245, grad_norm: 13.8233 2020-10-05 16:23:27,806 - mmaction - INFO - Epoch [28][19/25] lr: 1.000e-03, eta: 1 day, 2:13:43, time: 0.516, data_time: 0.057, memory: 6352, loss_activity: 0.5686, loss_completeness: 0.1025, loss_reg: 0.0506, loss: 0.7217, grad_norm: 14.3826 2020-10-05 16:23:28,290 - mmaction - INFO - Epoch [28][20/25] lr: 1.000e-03, eta: 1 day, 2:11:29, time: 0.558, data_time: 0.105, memory: 6352, loss_activity: 0.6422, loss_completeness: 0.1055, loss_reg: 0.0329, loss: 0.7807, grad_norm: 20.4958 2020-10-05 16:23:28,883 - mmaction - INFO - Epoch [28][21/25] lr: 1.000e-03, eta: 1 day, 2:09:15, time: 0.544, data_time: 0.077, memory: 6352, loss_activity: 0.3522, loss_completeness: 0.1026, loss_reg: 0.1361, loss: 0.5910, grad_norm: 11.4970 2020-10-05 16:23:29,390 - mmaction - INFO - Epoch [28][22/25] lr: 1.000e-03, eta: 1 day, 2:07:01, time: 0.548, data_time: 0.120, memory: 6352, loss_activity: 0.5936, loss_completeness: 0.0903, loss_reg: 0.0647, loss: 0.7486, grad_norm: 13.4203 2020-10-05 16:23:29,808 - mmaction - INFO - Epoch [28][23/25] lr: 1.000e-03, eta: 1 day, 2:04:46, time: 0.447, data_time: 0.034, memory: 6352, loss_activity: 0.6745, loss_completeness: 0.0994, loss_reg: 0.1053, loss: 0.8793, grad_norm: 14.1930 2020-10-05 16:23:30,217 - mmaction - INFO - Epoch [28][24/25] lr: 1.000e-03, eta: 1 day, 2:02:31, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.5189, loss_completeness: 0.0951, loss_reg: 0.0402, loss: 0.6543, grad_norm: 15.2850 2020-10-05 16:23:30,627 - mmaction - INFO - Epoch [28][25/25] lr: 1.000e-03, eta: 1 day, 2:00:16, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.7703, loss_completeness: 0.0854, loss_reg: 0.0254, loss: 0.8811, grad_norm: 14.3618 2020-10-05 16:23:39,889 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:26:39,038 - mmaction - INFO - Epoch [29][1/25] lr: 1.000e-03, eta: 1 day, 2:48:06, time: 178.962, data_time: 173.724, memory: 6352, loss_activity: 0.5749, loss_completeness: 0.1059, loss_reg: 0.0842, loss: 0.7650, grad_norm: 14.8598 2020-10-05 16:26:39,656 - mmaction - INFO - Epoch [29][2/25] lr: 1.000e-03, eta: 1 day, 2:45:53, time: 0.746, data_time: 0.286, memory: 6352, loss_activity: 0.6970, loss_completeness: 0.0812, loss_reg: 0.0800, loss: 0.8582, grad_norm: 20.2411 2020-10-05 16:26:40,159 - mmaction - INFO - Epoch [29][3/25] lr: 1.000e-03, eta: 1 day, 2:43:36, time: 0.501, data_time: 0.068, memory: 6352, loss_activity: 0.8233, loss_completeness: 0.0901, loss_reg: 0.0793, loss: 0.9927, grad_norm: 18.8987 2020-10-05 16:26:40,654 - mmaction - INFO - Epoch [29][4/25] lr: 1.000e-03, eta: 1 day, 2:41:21, time: 0.542, data_time: 0.073, memory: 6352, loss_activity: 1.1101, loss_completeness: 0.1044, loss_reg: 0.0709, loss: 1.2855, grad_norm: 18.6078 2020-10-05 16:26:41,155 - mmaction - INFO - Epoch [29][5/25] lr: 1.000e-03, eta: 1 day, 2:39:04, time: 0.468, data_time: 0.020, memory: 6352, loss_activity: 0.9846, loss_completeness: 0.1022, loss_reg: 0.0868, loss: 1.1736, grad_norm: 24.0648 2020-10-05 16:26:41,740 - mmaction - INFO - Epoch [29][6/25] lr: 1.000e-03, eta: 1 day, 2:36:50, time: 0.601, data_time: 0.089, memory: 6352, loss_activity: 0.3901, loss_completeness: 0.0920, loss_reg: 0.0775, loss: 0.5595, grad_norm: 9.8523 2020-10-05 16:26:42,343 - mmaction - INFO - Epoch [29][7/25] lr: 1.000e-03, eta: 1 day, 2:34:37, time: 0.607, data_time: 0.041, memory: 6352, loss_activity: 0.8191, loss_completeness: 0.0937, loss_reg: 0.0556, loss: 0.9684, grad_norm: 14.4779 2020-10-05 16:26:42,902 - mmaction - INFO - Epoch [29][8/25] lr: 1.000e-03, eta: 1 day, 2:32:22, time: 0.526, data_time: 0.031, memory: 6352, loss_activity: 0.4345, loss_completeness: 0.1061, loss_reg: 0.0539, loss: 0.5946, grad_norm: 15.4596 2020-10-05 16:26:43,405 - mmaction - INFO - Epoch [29][9/25] lr: 1.000e-03, eta: 1 day, 2:30:08, time: 0.531, data_time: 0.068, memory: 6352, loss_activity: 0.5752, loss_completeness: 0.0948, loss_reg: 0.0564, loss: 0.7264, grad_norm: 13.4478 2020-10-05 16:26:43,944 - mmaction - INFO - Epoch [29][10/25] lr: 1.000e-03, eta: 1 day, 2:27:55, time: 0.557, data_time: 0.045, memory: 6352, loss_activity: 0.7350, loss_completeness: 0.1055, loss_reg: 0.0449, loss: 0.8855, grad_norm: 16.3920 2020-10-05 16:26:44,481 - mmaction - INFO - Epoch [29][11/25] lr: 1.000e-03, eta: 1 day, 2:25:42, time: 0.537, data_time: 0.017, memory: 6352, loss_activity: 1.0792, loss_completeness: 0.0945, loss_reg: 0.0214, loss: 1.1952, grad_norm: 15.4849 2020-10-05 16:26:44,991 - mmaction - INFO - Epoch [29][12/25] lr: 1.000e-03, eta: 1 day, 2:23:29, time: 0.511, data_time: 0.022, memory: 6352, loss_activity: 0.6266, loss_completeness: 0.0826, loss_reg: 0.0870, loss: 0.7962, grad_norm: 14.4813 2020-10-05 16:26:45,594 - mmaction - INFO - Epoch [29][13/25] lr: 1.000e-03, eta: 1 day, 2:21:17, time: 0.595, data_time: 0.021, memory: 6352, loss_activity: 0.8151, loss_completeness: 0.1003, loss_reg: 0.0566, loss: 0.9721, grad_norm: 15.1500 2020-10-05 16:26:46,048 - mmaction - INFO - Epoch [29][14/25] lr: 1.000e-03, eta: 1 day, 2:19:04, time: 0.461, data_time: 0.028, memory: 6352, loss_activity: 0.7749, loss_completeness: 0.0870, loss_reg: 0.0489, loss: 0.9108, grad_norm: 19.3681 2020-10-05 16:26:46,586 - mmaction - INFO - Epoch [29][15/25] lr: 1.000e-03, eta: 1 day, 2:16:52, time: 0.540, data_time: 0.019, memory: 6352, loss_activity: 0.7701, loss_completeness: 0.1047, loss_reg: 0.0808, loss: 0.9557, grad_norm: 16.2687 2020-10-05 16:26:47,251 - mmaction - INFO - Epoch [29][16/25] lr: 1.000e-03, eta: 1 day, 2:14:42, time: 0.610, data_time: 0.016, memory: 6352, loss_activity: 0.6898, loss_completeness: 0.0976, loss_reg: 0.0867, loss: 0.8741, grad_norm: 15.4889 2020-10-05 16:26:47,750 - mmaction - INFO - Epoch [29][17/25] lr: 1.000e-03, eta: 1 day, 2:12:31, time: 0.539, data_time: 0.070, memory: 6352, loss_activity: 0.6774, loss_completeness: 0.1004, loss_reg: 0.0887, loss: 0.8665, grad_norm: 17.8503 2020-10-05 16:26:48,303 - mmaction - INFO - Epoch [29][18/25] lr: 1.000e-03, eta: 1 day, 2:10:21, time: 0.559, data_time: 0.050, memory: 6352, loss_activity: 0.5407, loss_completeness: 0.0906, loss_reg: 0.0398, loss: 0.6711, grad_norm: 13.7569 2020-10-05 16:26:48,966 - mmaction - INFO - Epoch [29][19/25] lr: 1.000e-03, eta: 1 day, 2:08:11, time: 0.548, data_time: 0.025, memory: 6352, loss_activity: 0.3359, loss_completeness: 0.1004, loss_reg: 0.0768, loss: 0.5131, grad_norm: 10.8196 2020-10-05 16:26:49,457 - mmaction - INFO - Epoch [29][20/25] lr: 1.000e-03, eta: 1 day, 2:06:02, time: 0.607, data_time: 0.147, memory: 6352, loss_activity: 0.6160, loss_completeness: 0.1082, loss_reg: 0.0599, loss: 0.7841, grad_norm: 14.2992 2020-10-05 16:26:50,119 - mmaction - INFO - Epoch [29][21/25] lr: 1.000e-03, eta: 1 day, 2:03:53, time: 0.590, data_time: 0.048, memory: 6352, loss_activity: 0.8310, loss_completeness: 0.1062, loss_reg: 0.1054, loss: 1.0426, grad_norm: 16.0251 2020-10-05 16:26:50,593 - mmaction - INFO - Epoch [29][22/25] lr: 1.000e-03, eta: 1 day, 2:01:45, time: 0.561, data_time: 0.128, memory: 6352, loss_activity: 0.8726, loss_completeness: 0.1035, loss_reg: 0.0537, loss: 1.0298, grad_norm: 19.3163 2020-10-05 16:26:51,002 - mmaction - INFO - Epoch [29][23/25] lr: 1.000e-03, eta: 1 day, 1:59:34, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.9121, loss_completeness: 0.0940, loss_reg: 0.0617, loss: 1.0677, grad_norm: 17.9436 2020-10-05 16:26:51,411 - mmaction - INFO - Epoch [29][24/25] lr: 1.000e-03, eta: 1 day, 1:57:23, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.7314, loss_completeness: 0.0880, loss_reg: 0.0821, loss: 0.9016, grad_norm: 17.9339 2020-10-05 16:26:51,847 - mmaction - INFO - Epoch [29][25/25] lr: 1.000e-03, eta: 1 day, 1:55:13, time: 0.429, data_time: 0.024, memory: 6352, loss_activity: 0.7349, loss_completeness: 0.1070, loss_reg: 0.0563, loss: 0.8983, grad_norm: 16.1339 2020-10-05 16:27:00,047 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:29:59,633 - mmaction - INFO - Epoch [30][1/25] lr: 1.000e-03, eta: 1 day, 2:41:27, time: 179.429, data_time: 175.813, memory: 6352, loss_activity: 0.3953, loss_completeness: 0.1034, loss_reg: 0.0788, loss: 0.5776, grad_norm: 11.4729 2020-10-05 16:30:00,305 - mmaction - INFO - Epoch [30][2/25] lr: 1.000e-03, eta: 1 day, 2:39:18, time: 0.718, data_time: 0.283, memory: 6352, loss_activity: 0.9628, loss_completeness: 0.0844, loss_reg: 0.0360, loss: 1.0832, grad_norm: 17.8843 2020-10-05 16:30:00,783 - mmaction - INFO - Epoch [30][3/25] lr: 1.000e-03, eta: 1 day, 2:37:07, time: 0.533, data_time: 0.115, memory: 6352, loss_activity: 0.6261, loss_completeness: 0.0816, loss_reg: 0.0722, loss: 0.7799, grad_norm: 26.2080 2020-10-05 16:30:01,315 - mmaction - INFO - Epoch [30][4/25] lr: 1.000e-03, eta: 1 day, 2:34:57, time: 0.581, data_time: 0.059, memory: 6352, loss_activity: 0.3407, loss_completeness: 0.1023, loss_reg: 0.0535, loss: 0.4965, grad_norm: 13.5735 2020-10-05 16:30:01,852 - mmaction - INFO - Epoch [30][5/25] lr: 1.000e-03, eta: 1 day, 2:32:46, time: 0.517, data_time: 0.009, memory: 6352, loss_activity: 1.2725, loss_completeness: 0.0992, loss_reg: 0.0724, loss: 1.4441, grad_norm: 19.9021 2020-10-05 16:30:02,551 - mmaction - INFO - Epoch [30][6/25] lr: 1.000e-03, eta: 1 day, 2:30:38, time: 0.673, data_time: 0.038, memory: 6352, loss_activity: 0.7870, loss_completeness: 0.0974, loss_reg: 0.0272, loss: 0.9116, grad_norm: 17.2836 2020-10-05 16:30:03,082 - mmaction - INFO - Epoch [30][7/25] lr: 1.000e-03, eta: 1 day, 2:28:27, time: 0.488, data_time: 0.060, memory: 6352, loss_activity: 0.8451, loss_completeness: 0.0956, loss_reg: 0.0461, loss: 0.9867, grad_norm: 14.6680 2020-10-05 16:30:03,546 - mmaction - INFO - Epoch [30][8/25] lr: 1.000e-03, eta: 1 day, 2:26:18, time: 0.532, data_time: 0.110, memory: 6352, loss_activity: 0.7065, loss_completeness: 0.0943, loss_reg: 0.0548, loss: 0.8556, grad_norm: 15.8081 2020-10-05 16:30:04,073 - mmaction - INFO - Epoch [30][9/25] lr: 1.000e-03, eta: 1 day, 2:24:08, time: 0.502, data_time: 0.046, memory: 6352, loss_activity: 0.6964, loss_completeness: 0.0960, loss_reg: 0.0525, loss: 0.8449, grad_norm: 12.5436 2020-10-05 16:30:04,684 - mmaction - INFO - Epoch [30][10/25] lr: 1.000e-03, eta: 1 day, 2:22:00, time: 0.589, data_time: 0.058, memory: 6352, loss_activity: 0.9480, loss_completeness: 0.0995, loss_reg: 0.0427, loss: 1.0902, grad_norm: 18.7612 2020-10-05 16:30:05,169 - mmaction - INFO - Epoch [30][11/25] lr: 1.000e-03, eta: 1 day, 2:19:51, time: 0.514, data_time: 0.083, memory: 6352, loss_activity: 0.6989, loss_completeness: 0.0756, loss_reg: 0.0821, loss: 0.8566, grad_norm: 19.5654 2020-10-05 16:30:05,729 - mmaction - INFO - Epoch [30][12/25] lr: 1.000e-03, eta: 1 day, 2:17:44, time: 0.569, data_time: 0.047, memory: 6352, loss_activity: 0.6831, loss_completeness: 0.1000, loss_reg: 0.0883, loss: 0.8714, grad_norm: 14.0835 2020-10-05 16:30:06,265 - mmaction - INFO - Epoch [30][13/25] lr: 1.000e-03, eta: 1 day, 2:15:36, time: 0.556, data_time: 0.041, memory: 6352, loss_activity: 0.6281, loss_completeness: 0.1002, loss_reg: 0.0798, loss: 0.8081, grad_norm: 13.1960 2020-10-05 16:30:06,824 - mmaction - INFO - Epoch [30][14/25] lr: 1.000e-03, eta: 1 day, 2:13:29, time: 0.567, data_time: 0.018, memory: 6352, loss_activity: 0.5696, loss_completeness: 0.0998, loss_reg: 0.0716, loss: 0.7410, grad_norm: 15.7270 2020-10-05 16:30:07,376 - mmaction - INFO - Epoch [30][15/25] lr: 1.000e-03, eta: 1 day, 2:11:22, time: 0.540, data_time: 0.011, memory: 6352, loss_activity: 0.6016, loss_completeness: 0.1144, loss_reg: 0.0966, loss: 0.8126, grad_norm: 19.2952 2020-10-05 16:30:08,011 - mmaction - INFO - Epoch [30][16/25] lr: 1.000e-03, eta: 1 day, 2:09:17, time: 0.605, data_time: 0.022, memory: 6352, loss_activity: 1.0395, loss_completeness: 0.0978, loss_reg: 0.0605, loss: 1.1978, grad_norm: 15.9898 2020-10-05 16:30:08,459 - mmaction - INFO - Epoch [30][17/25] lr: 1.000e-03, eta: 1 day, 2:07:09, time: 0.489, data_time: 0.052, memory: 6352, loss_activity: 0.4543, loss_completeness: 0.1056, loss_reg: 0.0497, loss: 0.6096, grad_norm: 9.7133 2020-10-05 16:30:09,097 - mmaction - INFO - Epoch [30][18/25] lr: 1.000e-03, eta: 1 day, 2:05:05, time: 0.615, data_time: 0.011, memory: 6352, loss_activity: 0.6713, loss_completeness: 0.1120, loss_reg: 0.0604, loss: 0.8437, grad_norm: 14.3534 2020-10-05 16:30:09,565 - mmaction - INFO - Epoch [30][19/25] lr: 1.000e-03, eta: 1 day, 2:02:58, time: 0.467, data_time: 0.036, memory: 6352, loss_activity: 0.7853, loss_completeness: 0.0898, loss_reg: 0.0609, loss: 0.9360, grad_norm: 12.9881 2020-10-05 16:30:10,084 - mmaction - INFO - Epoch [30][20/25] lr: 1.000e-03, eta: 1 day, 2:00:52, time: 0.529, data_time: 0.045, memory: 6352, loss_activity: 0.7632, loss_completeness: 0.0658, loss_reg: 0.0360, loss: 0.8649, grad_norm: 14.4356 2020-10-05 16:30:10,828 - mmaction - INFO - Epoch [30][21/25] lr: 1.000e-03, eta: 1 day, 1:58:50, time: 0.725, data_time: 0.080, memory: 6352, loss_activity: 0.6374, loss_completeness: 0.0946, loss_reg: 0.0656, loss: 0.7976, grad_norm: 17.1207 2020-10-05 16:30:11,267 - mmaction - INFO - Epoch [30][22/25] lr: 1.000e-03, eta: 1 day, 1:56:45, time: 0.476, data_time: 0.077, memory: 6352, loss_activity: 0.6938, loss_completeness: 0.0959, loss_reg: 0.0462, loss: 0.8359, grad_norm: 13.0545 2020-10-05 16:30:11,677 - mmaction - INFO - Epoch [30][23/25] lr: 1.000e-03, eta: 1 day, 1:54:38, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.8650, loss_completeness: 0.1083, loss_reg: 0.0278, loss: 1.0011, grad_norm: 14.7547 2020-10-05 16:30:12,087 - mmaction - INFO - Epoch [30][24/25] lr: 1.000e-03, eta: 1 day, 1:52:32, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.8034, loss_completeness: 0.0824, loss_reg: 0.0382, loss: 0.9240, grad_norm: 15.3181 2020-10-05 16:30:12,497 - mmaction - INFO - Epoch [30][25/25] lr: 1.000e-03, eta: 1 day, 1:50:26, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.2259, loss_completeness: 0.0796, loss_reg: 0.0673, loss: 0.3728, grad_norm: 9.5268 2020-10-05 16:30:21,985 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-05 16:30:22,490 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:33:32,311 - mmaction - INFO - Epoch [31][1/25] lr: 1.000e-03, eta: 1 day, 2:37:42, time: 189.696, data_time: 183.041, memory: 6352, loss_activity: 0.4924, loss_completeness: 0.0694, loss_reg: 0.0419, loss: 0.6037, grad_norm: 12.9581 2020-10-05 16:33:33,003 - mmaction - INFO - Epoch [31][2/25] lr: 1.000e-03, eta: 1 day, 2:35:38, time: 0.734, data_time: 0.269, memory: 6352, loss_activity: 0.4567, loss_completeness: 0.0919, loss_reg: 0.0288, loss: 0.5774, grad_norm: 15.3054 2020-10-05 16:33:33,537 - mmaction - INFO - Epoch [31][3/25] lr: 1.000e-03, eta: 1 day, 2:33:31, time: 0.522, data_time: 0.087, memory: 6352, loss_activity: 0.4587, loss_completeness: 0.0878, loss_reg: 0.0714, loss: 0.6179, grad_norm: 11.4313 2020-10-05 16:33:34,061 - mmaction - INFO - Epoch [31][4/25] lr: 1.000e-03, eta: 1 day, 2:31:25, time: 0.591, data_time: 0.112, memory: 6352, loss_activity: 0.7398, loss_completeness: 0.0991, loss_reg: 0.0429, loss: 0.8818, grad_norm: 17.7421 2020-10-05 16:33:34,602 - mmaction - INFO - Epoch [31][5/25] lr: 1.000e-03, eta: 1 day, 2:29:19, time: 0.519, data_time: 0.032, memory: 6352, loss_activity: 1.0136, loss_completeness: 0.1117, loss_reg: 0.0463, loss: 1.1716, grad_norm: 23.4048 2020-10-05 16:33:35,190 - mmaction - INFO - Epoch [31][6/25] lr: 1.000e-03, eta: 1 day, 2:27:14, time: 0.580, data_time: 0.056, memory: 6352, loss_activity: 0.5971, loss_completeness: 0.0882, loss_reg: 0.1158, loss: 0.8012, grad_norm: 16.8294 2020-10-05 16:33:35,706 - mmaction - INFO - Epoch [31][7/25] lr: 1.000e-03, eta: 1 day, 2:25:08, time: 0.539, data_time: 0.062, memory: 6352, loss_activity: 0.5582, loss_completeness: 0.0931, loss_reg: 0.0568, loss: 0.7082, grad_norm: 15.1409 2020-10-05 16:33:36,248 - mmaction - INFO - Epoch [31][8/25] lr: 1.000e-03, eta: 1 day, 2:23:03, time: 0.559, data_time: 0.038, memory: 6352, loss_activity: 0.5060, loss_completeness: 0.1126, loss_reg: 0.0695, loss: 0.6882, grad_norm: 10.9638 2020-10-05 16:33:36,769 - mmaction - INFO - Epoch [31][9/25] lr: 1.000e-03, eta: 1 day, 2:20:58, time: 0.536, data_time: 0.028, memory: 6352, loss_activity: 0.5703, loss_completeness: 0.1067, loss_reg: 0.0323, loss: 0.7093, grad_norm: 13.2273 2020-10-05 16:33:37,283 - mmaction - INFO - Epoch [31][10/25] lr: 1.000e-03, eta: 1 day, 2:18:53, time: 0.484, data_time: 0.010, memory: 6352, loss_activity: 0.5121, loss_completeness: 0.1020, loss_reg: 0.0796, loss: 0.6937, grad_norm: 12.7435 2020-10-05 16:33:37,870 - mmaction - INFO - Epoch [31][11/25] lr: 1.000e-03, eta: 1 day, 2:16:49, time: 0.589, data_time: 0.037, memory: 6352, loss_activity: 0.7854, loss_completeness: 0.0887, loss_reg: 0.0731, loss: 0.9473, grad_norm: 20.4356 2020-10-05 16:33:38,470 - mmaction - INFO - Epoch [31][12/25] lr: 1.000e-03, eta: 1 day, 2:14:47, time: 0.628, data_time: 0.033, memory: 6352, loss_activity: 1.1280, loss_completeness: 0.1005, loss_reg: 0.0313, loss: 1.2598, grad_norm: 19.4468 2020-10-05 16:33:39,108 - mmaction - INFO - Epoch [31][13/25] lr: 1.000e-03, eta: 1 day, 2:12:44, time: 0.559, data_time: 0.043, memory: 6352, loss_activity: 0.4188, loss_completeness: 0.1045, loss_reg: 0.0487, loss: 0.5719, grad_norm: 10.4852 2020-10-05 16:33:39,715 - mmaction - INFO - Epoch [31][14/25] lr: 1.000e-03, eta: 1 day, 2:10:41, time: 0.586, data_time: 0.084, memory: 6352, loss_activity: 1.0326, loss_completeness: 0.0862, loss_reg: 0.0725, loss: 1.1913, grad_norm: 21.9324 2020-10-05 16:33:40,198 - mmaction - INFO - Epoch [31][15/25] lr: 1.000e-03, eta: 1 day, 2:08:38, time: 0.516, data_time: 0.107, memory: 6352, loss_activity: 0.6962, loss_completeness: 0.0814, loss_reg: 0.0673, loss: 0.8450, grad_norm: 18.1637 2020-10-05 16:33:40,832 - mmaction - INFO - Epoch [31][16/25] lr: 1.000e-03, eta: 1 day, 2:06:37, time: 0.675, data_time: 0.083, memory: 6352, loss_activity: 0.5108, loss_completeness: 0.0853, loss_reg: 0.0578, loss: 0.6539, grad_norm: 16.9341 2020-10-05 16:33:41,385 - mmaction - INFO - Epoch [31][17/25] lr: 1.000e-03, eta: 1 day, 2:04:35, time: 0.535, data_time: 0.048, memory: 6352, loss_activity: 0.4544, loss_completeness: 0.1096, loss_reg: 0.0658, loss: 0.6298, grad_norm: 12.7975 2020-10-05 16:33:41,953 - mmaction - INFO - Epoch [31][18/25] lr: 1.000e-03, eta: 1 day, 2:02:33, time: 0.536, data_time: 0.051, memory: 6352, loss_activity: 1.2897, loss_completeness: 0.1120, loss_reg: 0.0808, loss: 1.4824, grad_norm: 34.2914 2020-10-05 16:33:42,548 - mmaction - INFO - Epoch [31][19/25] lr: 1.000e-03, eta: 1 day, 2:00:31, time: 0.510, data_time: 0.084, memory: 6352, loss_activity: 0.5815, loss_completeness: 0.0991, loss_reg: 0.0401, loss: 0.7206, grad_norm: 18.0761 2020-10-05 16:33:43,164 - mmaction - INFO - Epoch [31][20/25] lr: 1.000e-03, eta: 1 day, 1:58:31, time: 0.664, data_time: 0.223, memory: 6352, loss_activity: 1.0747, loss_completeness: 0.0935, loss_reg: 0.0405, loss: 1.2087, grad_norm: 19.1649 2020-10-05 16:33:43,719 - mmaction - INFO - Epoch [31][21/25] lr: 1.000e-03, eta: 1 day, 1:56:31, time: 0.589, data_time: 0.164, memory: 6352, loss_activity: 0.3659, loss_completeness: 0.0835, loss_reg: 0.0285, loss: 0.4779, grad_norm: 9.6113 2020-10-05 16:33:44,148 - mmaction - INFO - Epoch [31][22/25] lr: 1.000e-03, eta: 1 day, 1:54:30, time: 0.508, data_time: 0.099, memory: 6352, loss_activity: 0.5467, loss_completeness: 0.0995, loss_reg: 0.0762, loss: 0.7224, grad_norm: 13.3514 2020-10-05 16:33:44,557 - mmaction - INFO - Epoch [31][23/25] lr: 1.000e-03, eta: 1 day, 1:52:27, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.7288, loss_completeness: 0.1100, loss_reg: 0.0575, loss: 0.8963, grad_norm: 16.7878 2020-10-05 16:33:44,965 - mmaction - INFO - Epoch [31][24/25] lr: 1.000e-03, eta: 1 day, 1:50:25, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.7712, loss_completeness: 0.0970, loss_reg: 0.0918, loss: 0.9599, grad_norm: 19.1527 2020-10-05 16:33:45,374 - mmaction - INFO - Epoch [31][25/25] lr: 1.000e-03, eta: 1 day, 1:48:23, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 0.7946, loss_completeness: 0.1078, loss_reg: 0.0388, loss: 0.9412, grad_norm: 13.2875 2020-10-05 16:33:53,393 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:36:56,739 - mmaction - INFO - Epoch [32][1/25] lr: 1.000e-03, eta: 1 day, 2:32:24, time: 183.210, data_time: 176.658, memory: 6352, loss_activity: 0.6082, loss_completeness: 0.0840, loss_reg: 0.0595, loss: 0.7517, grad_norm: 12.3396 2020-10-05 16:36:57,405 - mmaction - INFO - Epoch [32][2/25] lr: 1.000e-03, eta: 1 day, 2:30:24, time: 0.738, data_time: 0.241, memory: 6352, loss_activity: 0.7819, loss_completeness: 0.1076, loss_reg: 0.1004, loss: 0.9899, grad_norm: 13.9961 2020-10-05 16:36:57,843 - mmaction - INFO - Epoch [32][3/25] lr: 1.000e-03, eta: 1 day, 2:28:21, time: 0.498, data_time: 0.072, memory: 6352, loss_activity: 0.6414, loss_completeness: 0.1000, loss_reg: 0.1083, loss: 0.8497, grad_norm: 15.8624 2020-10-05 16:36:58,327 - mmaction - INFO - Epoch [32][4/25] lr: 1.000e-03, eta: 1 day, 2:26:17, time: 0.480, data_time: 0.006, memory: 6352, loss_activity: 0.8342, loss_completeness: 0.0967, loss_reg: 0.0408, loss: 0.9717, grad_norm: 16.6526 2020-10-05 16:36:58,853 - mmaction - INFO - Epoch [32][5/25] lr: 1.000e-03, eta: 1 day, 2:24:15, time: 0.529, data_time: 0.010, memory: 6352, loss_activity: 0.8287, loss_completeness: 0.0910, loss_reg: 0.0816, loss: 1.0013, grad_norm: 16.8927 2020-10-05 16:36:59,353 - mmaction - INFO - Epoch [32][6/25] lr: 1.000e-03, eta: 1 day, 2:22:13, time: 0.485, data_time: 0.006, memory: 6352, loss_activity: 1.1441, loss_completeness: 0.0957, loss_reg: 0.0433, loss: 1.2830, grad_norm: 18.6358 2020-10-05 16:36:59,866 - mmaction - INFO - Epoch [32][7/25] lr: 1.000e-03, eta: 1 day, 2:20:11, time: 0.521, data_time: 0.019, memory: 6352, loss_activity: 0.6650, loss_completeness: 0.0833, loss_reg: 0.0903, loss: 0.8387, grad_norm: 13.9512 2020-10-05 16:37:00,526 - mmaction - INFO - Epoch [32][8/25] lr: 1.000e-03, eta: 1 day, 2:18:11, time: 0.616, data_time: 0.014, memory: 6352, loss_activity: 0.4837, loss_completeness: 0.0977, loss_reg: 0.0446, loss: 0.6260, grad_norm: 12.4279 2020-10-05 16:37:01,142 - mmaction - INFO - Epoch [32][9/25] lr: 1.000e-03, eta: 1 day, 2:16:12, time: 0.635, data_time: 0.059, memory: 6352, loss_activity: 0.9367, loss_completeness: 0.0914, loss_reg: 0.0348, loss: 1.0629, grad_norm: 16.7102 2020-10-05 16:37:01,607 - mmaction - INFO - Epoch [32][10/25] lr: 1.000e-03, eta: 1 day, 2:14:10, time: 0.476, data_time: 0.043, memory: 6352, loss_activity: 1.0447, loss_completeness: 0.1046, loss_reg: 0.0615, loss: 1.2108, grad_norm: 21.6030 2020-10-05 16:37:02,112 - mmaction - INFO - Epoch [32][11/25] lr: 1.000e-03, eta: 1 day, 2:12:10, time: 0.520, data_time: 0.025, memory: 6352, loss_activity: 0.5757, loss_completeness: 0.0857, loss_reg: 0.0337, loss: 0.6952, grad_norm: 15.1413 2020-10-05 16:37:02,671 - mmaction - INFO - Epoch [32][12/25] lr: 1.000e-03, eta: 1 day, 2:10:10, time: 0.566, data_time: 0.012, memory: 6352, loss_activity: 0.4051, loss_completeness: 0.0889, loss_reg: 0.0861, loss: 0.5801, grad_norm: 14.6981 2020-10-05 16:37:03,149 - mmaction - INFO - Epoch [32][13/25] lr: 1.000e-03, eta: 1 day, 2:08:10, time: 0.478, data_time: 0.025, memory: 6352, loss_activity: 0.4439, loss_completeness: 0.1067, loss_reg: 0.0548, loss: 0.6054, grad_norm: 10.5233 2020-10-05 16:37:03,840 - mmaction - INFO - Epoch [32][14/25] lr: 1.000e-03, eta: 1 day, 2:06:11, time: 0.577, data_time: 0.006, memory: 6352, loss_activity: 1.0540, loss_completeness: 0.0847, loss_reg: 0.0453, loss: 1.1839, grad_norm: 22.4565 2020-10-05 16:37:04,364 - mmaction - INFO - Epoch [32][15/25] lr: 1.000e-03, eta: 1 day, 2:04:13, time: 0.622, data_time: 0.120, memory: 6352, loss_activity: 0.4138, loss_completeness: 0.1035, loss_reg: 0.0388, loss: 0.5560, grad_norm: 16.7154 2020-10-05 16:37:04,962 - mmaction - INFO - Epoch [32][16/25] lr: 1.000e-03, eta: 1 day, 2:02:14, time: 0.482, data_time: 0.023, memory: 6352, loss_activity: 0.9729, loss_completeness: 0.0815, loss_reg: 0.0217, loss: 1.0761, grad_norm: 16.9548 2020-10-05 16:37:05,472 - mmaction - INFO - Epoch [32][17/25] lr: 1.000e-03, eta: 1 day, 2:00:17, time: 0.641, data_time: 0.140, memory: 6352, loss_activity: 0.5792, loss_completeness: 0.0877, loss_reg: 0.0428, loss: 0.7097, grad_norm: 14.5287 2020-10-05 16:37:06,064 - mmaction - INFO - Epoch [32][18/25] lr: 1.000e-03, eta: 1 day, 1:58:19, time: 0.529, data_time: 0.011, memory: 6352, loss_activity: 0.4802, loss_completeness: 0.0770, loss_reg: 0.0539, loss: 0.6111, grad_norm: 12.9120 2020-10-05 16:37:06,609 - mmaction - INFO - Epoch [32][19/25] lr: 1.000e-03, eta: 1 day, 1:56:20, time: 0.508, data_time: 0.072, memory: 6352, loss_activity: 0.8518, loss_completeness: 0.0925, loss_reg: 0.0919, loss: 1.0361, grad_norm: 16.3553 2020-10-05 16:37:07,086 - mmaction - INFO - Epoch [32][20/25] lr: 1.000e-03, eta: 1 day, 1:54:23, time: 0.577, data_time: 0.106, memory: 6352, loss_activity: 0.7075, loss_completeness: 0.1002, loss_reg: 0.0725, loss: 0.8802, grad_norm: 12.2542 2020-10-05 16:37:07,754 - mmaction - INFO - Epoch [32][21/25] lr: 1.000e-03, eta: 1 day, 1:52:27, time: 0.620, data_time: 0.083, memory: 6352, loss_activity: 0.3297, loss_completeness: 0.0919, loss_reg: 0.0761, loss: 0.4977, grad_norm: 9.4549 2020-10-05 16:37:08,218 - mmaction - INFO - Epoch [32][22/25] lr: 1.000e-03, eta: 1 day, 1:50:30, time: 0.505, data_time: 0.088, memory: 6352, loss_activity: 0.4588, loss_completeness: 0.1045, loss_reg: 0.0140, loss: 0.5773, grad_norm: 12.4263 2020-10-05 16:37:08,635 - mmaction - INFO - Epoch [32][23/25] lr: 1.000e-03, eta: 1 day, 1:48:32, time: 0.417, data_time: 0.012, memory: 6352, loss_activity: 0.4940, loss_completeness: 0.0866, loss_reg: 0.0463, loss: 0.6270, grad_norm: 15.0956 2020-10-05 16:37:09,053 - mmaction - INFO - Epoch [32][24/25] lr: 1.000e-03, eta: 1 day, 1:46:34, time: 0.417, data_time: 0.010, memory: 6352, loss_activity: 0.2920, loss_completeness: 0.0914, loss_reg: 0.0336, loss: 0.4171, grad_norm: 11.9446 2020-10-05 16:37:09,468 - mmaction - INFO - Epoch [32][25/25] lr: 1.000e-03, eta: 1 day, 1:44:36, time: 0.416, data_time: 0.011, memory: 6352, loss_activity: 0.8092, loss_completeness: 0.0910, loss_reg: 0.0469, loss: 0.9471, grad_norm: 19.3353 2020-10-05 16:37:17,577 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:40:24,458 - mmaction - INFO - Epoch [33][1/25] lr: 1.000e-03, eta: 1 day, 2:27:56, time: 186.528, data_time: 178.535, memory: 6352, loss_activity: 0.7190, loss_completeness: 0.0878, loss_reg: 0.0188, loss: 0.8256, grad_norm: 15.6748 2020-10-05 16:40:25,146 - mmaction - INFO - Epoch [33][2/25] lr: 1.000e-03, eta: 1 day, 2:26:03, time: 0.958, data_time: 0.485, memory: 6352, loss_activity: 0.7420, loss_completeness: 0.0945, loss_reg: 0.0126, loss: 0.8491, grad_norm: 13.8868 2020-10-05 16:40:25,601 - mmaction - INFO - Epoch [33][3/25] lr: 1.000e-03, eta: 1 day, 2:24:05, time: 0.529, data_time: 0.085, memory: 6352, loss_activity: 0.3977, loss_completeness: 0.0856, loss_reg: 0.0417, loss: 0.5250, grad_norm: 17.1968 2020-10-05 16:40:26,146 - mmaction - INFO - Epoch [33][4/25] lr: 1.000e-03, eta: 1 day, 2:22:06, time: 0.532, data_time: 0.017, memory: 6352, loss_activity: 0.7568, loss_completeness: 0.0912, loss_reg: 0.0335, loss: 0.8815, grad_norm: 16.2253 2020-10-05 16:40:26,806 - mmaction - INFO - Epoch [33][5/25] lr: 1.000e-03, eta: 1 day, 2:20:08, time: 0.577, data_time: 0.028, memory: 6352, loss_activity: 0.5453, loss_completeness: 0.1061, loss_reg: 0.0786, loss: 0.7301, grad_norm: 12.6798 2020-10-05 16:40:27,270 - mmaction - INFO - Epoch [33][6/25] lr: 1.000e-03, eta: 1 day, 2:18:10, time: 0.524, data_time: 0.108, memory: 6352, loss_activity: 0.2368, loss_completeness: 0.1012, loss_reg: 0.0540, loss: 0.3921, grad_norm: 11.5106 2020-10-05 16:40:27,866 - mmaction - INFO - Epoch [33][7/25] lr: 1.000e-03, eta: 1 day, 2:16:12, time: 0.529, data_time: 0.047, memory: 6352, loss_activity: 0.5501, loss_completeness: 0.0852, loss_reg: 0.0455, loss: 0.6808, grad_norm: 14.6717 2020-10-05 16:40:28,354 - mmaction - INFO - Epoch [33][8/25] lr: 1.000e-03, eta: 1 day, 2:14:15, time: 0.547, data_time: 0.117, memory: 6352, loss_activity: 0.3406, loss_completeness: 0.0843, loss_reg: 0.0619, loss: 0.4869, grad_norm: 10.9361 2020-10-05 16:40:28,879 - mmaction - INFO - Epoch [33][9/25] lr: 1.000e-03, eta: 1 day, 2:12:18, time: 0.519, data_time: 0.055, memory: 6352, loss_activity: 0.6289, loss_completeness: 0.0878, loss_reg: 0.0356, loss: 0.7523, grad_norm: 14.4729 2020-10-05 16:40:29,465 - mmaction - INFO - Epoch [33][10/25] lr: 1.000e-03, eta: 1 day, 2:10:22, time: 0.619, data_time: 0.060, memory: 6352, loss_activity: 1.2323, loss_completeness: 0.1113, loss_reg: 0.0220, loss: 1.3657, grad_norm: 22.4375 2020-10-05 16:40:29,966 - mmaction - INFO - Epoch [33][11/25] lr: 1.000e-03, eta: 1 day, 2:08:25, time: 0.500, data_time: 0.030, memory: 6352, loss_activity: 0.4950, loss_completeness: 0.0925, loss_reg: 0.0526, loss: 0.6400, grad_norm: 11.3647 2020-10-05 16:40:30,584 - mmaction - INFO - Epoch [33][12/25] lr: 1.000e-03, eta: 1 day, 2:06:29, time: 0.551, data_time: 0.031, memory: 6352, loss_activity: 0.5347, loss_completeness: 0.0878, loss_reg: 0.0420, loss: 0.6645, grad_norm: 16.1373 2020-10-05 16:40:31,098 - mmaction - INFO - Epoch [33][13/25] lr: 1.000e-03, eta: 1 day, 2:04:34, time: 0.577, data_time: 0.103, memory: 6352, loss_activity: 0.2319, loss_completeness: 0.0861, loss_reg: 0.0207, loss: 0.3386, grad_norm: 12.7774 2020-10-05 16:40:31,730 - mmaction - INFO - Epoch [33][14/25] lr: 1.000e-03, eta: 1 day, 2:02:39, time: 0.573, data_time: 0.033, memory: 6352, loss_activity: 0.7951, loss_completeness: 0.0896, loss_reg: 0.0670, loss: 0.9516, grad_norm: 18.8883 2020-10-05 16:40:32,307 - mmaction - INFO - Epoch [33][15/25] lr: 1.000e-03, eta: 1 day, 2:00:44, time: 0.596, data_time: 0.109, memory: 6352, loss_activity: 0.7811, loss_completeness: 0.1045, loss_reg: 0.0522, loss: 0.9378, grad_norm: 16.2813 2020-10-05 16:40:32,915 - mmaction - INFO - Epoch [33][16/25] lr: 1.000e-03, eta: 1 day, 1:58:50, time: 0.564, data_time: 0.072, memory: 6352, loss_activity: 1.0314, loss_completeness: 0.1014, loss_reg: 0.0407, loss: 1.1736, grad_norm: 22.9913 2020-10-05 16:40:33,410 - mmaction - INFO - Epoch [33][17/25] lr: 1.000e-03, eta: 1 day, 1:56:56, time: 0.596, data_time: 0.117, memory: 6352, loss_activity: 0.4711, loss_completeness: 0.0785, loss_reg: 0.0566, loss: 0.6062, grad_norm: 13.8607 2020-10-05 16:40:33,977 - mmaction - INFO - Epoch [33][18/25] lr: 1.000e-03, eta: 1 day, 1:55:01, time: 0.555, data_time: 0.017, memory: 6352, loss_activity: 0.8576, loss_completeness: 0.0996, loss_reg: 0.0622, loss: 1.0194, grad_norm: 24.7497 2020-10-05 16:40:34,535 - mmaction - INFO - Epoch [33][19/25] lr: 1.000e-03, eta: 1 day, 1:53:07, time: 0.557, data_time: 0.027, memory: 6352, loss_activity: 0.6220, loss_completeness: 0.1067, loss_reg: 0.0268, loss: 0.7554, grad_norm: 14.6182 2020-10-05 16:40:35,155 - mmaction - INFO - Epoch [33][20/25] lr: 1.000e-03, eta: 1 day, 1:51:14, time: 0.570, data_time: 0.104, memory: 6352, loss_activity: 0.6099, loss_completeness: 0.0852, loss_reg: 0.0707, loss: 0.7658, grad_norm: 18.4835 2020-10-05 16:40:35,726 - mmaction - INFO - Epoch [33][21/25] lr: 1.000e-03, eta: 1 day, 1:49:21, time: 0.614, data_time: 0.129, memory: 6352, loss_activity: 0.7004, loss_completeness: 0.0934, loss_reg: 0.0618, loss: 0.8556, grad_norm: 20.3543 2020-10-05 16:40:36,179 - mmaction - INFO - Epoch [33][22/25] lr: 1.000e-03, eta: 1 day, 1:47:27, time: 0.459, data_time: 0.035, memory: 6352, loss_activity: 0.7413, loss_completeness: 0.1064, loss_reg: 0.0647, loss: 0.9124, grad_norm: 17.0078 2020-10-05 16:40:36,598 - mmaction - INFO - Epoch [33][23/25] lr: 1.000e-03, eta: 1 day, 1:45:32, time: 0.440, data_time: 0.027, memory: 6352, loss_activity: 0.5558, loss_completeness: 0.0847, loss_reg: 0.0368, loss: 0.6772, grad_norm: 14.2976 2020-10-05 16:40:37,007 - mmaction - INFO - Epoch [33][24/25] lr: 1.000e-03, eta: 1 day, 1:43:38, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.6819, loss_completeness: 0.0991, loss_reg: 0.0203, loss: 0.8014, grad_norm: 13.5803 2020-10-05 16:40:37,417 - mmaction - INFO - Epoch [33][25/25] lr: 1.000e-03, eta: 1 day, 1:41:43, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 1.1733, loss_completeness: 0.1032, loss_reg: 0.0546, loss: 1.3311, grad_norm: 22.9452 2020-10-05 16:40:46,073 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:43:44,086 - mmaction - INFO - Epoch [34][1/25] lr: 1.000e-03, eta: 1 day, 2:21:34, time: 177.619, data_time: 173.063, memory: 6352, loss_activity: 0.5599, loss_completeness: 0.0989, loss_reg: 0.0697, loss: 0.7285, grad_norm: 10.4865 2020-10-05 16:43:44,772 - mmaction - INFO - Epoch [34][2/25] lr: 1.000e-03, eta: 1 day, 2:19:45, time: 1.010, data_time: 0.521, memory: 6352, loss_activity: 0.4224, loss_completeness: 0.0892, loss_reg: 0.1165, loss: 0.6281, grad_norm: 16.3422 2020-10-05 16:43:45,310 - mmaction - INFO - Epoch [34][3/25] lr: 1.000e-03, eta: 1 day, 2:17:50, time: 0.556, data_time: 0.086, memory: 6352, loss_activity: 0.5553, loss_completeness: 0.0853, loss_reg: 0.0777, loss: 0.7182, grad_norm: 15.6651 2020-10-05 16:43:45,883 - mmaction - INFO - Epoch [34][4/25] lr: 1.000e-03, eta: 1 day, 2:15:56, time: 0.569, data_time: 0.056, memory: 6352, loss_activity: 0.7314, loss_completeness: 0.0934, loss_reg: 0.0279, loss: 0.8527, grad_norm: 19.6682 2020-10-05 16:43:46,404 - mmaction - INFO - Epoch [34][5/25] lr: 1.000e-03, eta: 1 day, 2:14:02, time: 0.537, data_time: 0.058, memory: 6352, loss_activity: 0.6336, loss_completeness: 0.0917, loss_reg: 0.0693, loss: 0.7946, grad_norm: 13.3225 2020-10-05 16:43:46,947 - mmaction - INFO - Epoch [34][6/25] lr: 1.000e-03, eta: 1 day, 2:12:07, time: 0.530, data_time: 0.070, memory: 6352, loss_activity: 0.4955, loss_completeness: 0.1091, loss_reg: 0.0369, loss: 0.6415, grad_norm: 12.8096 2020-10-05 16:43:47,507 - mmaction - INFO - Epoch [34][7/25] lr: 1.000e-03, eta: 1 day, 2:10:13, time: 0.538, data_time: 0.061, memory: 6352, loss_activity: 0.8990, loss_completeness: 0.0960, loss_reg: 0.0327, loss: 1.0277, grad_norm: 24.3944 2020-10-05 16:43:48,044 - mmaction - INFO - Epoch [34][8/25] lr: 1.000e-03, eta: 1 day, 2:08:20, time: 0.576, data_time: 0.107, memory: 6352, loss_activity: 0.5438, loss_completeness: 0.0947, loss_reg: 0.0307, loss: 0.6692, grad_norm: 13.5600 2020-10-05 16:43:48,565 - mmaction - INFO - Epoch [34][9/25] lr: 1.000e-03, eta: 1 day, 2:06:27, time: 0.545, data_time: 0.067, memory: 6352, loss_activity: 0.3961, loss_completeness: 0.1006, loss_reg: 0.0240, loss: 0.5208, grad_norm: 16.4527 2020-10-05 16:43:49,129 - mmaction - INFO - Epoch [34][10/25] lr: 1.000e-03, eta: 1 day, 2:04:34, time: 0.547, data_time: 0.016, memory: 6352, loss_activity: 0.8496, loss_completeness: 0.1126, loss_reg: 0.0229, loss: 0.9851, grad_norm: 15.7704 2020-10-05 16:43:49,626 - mmaction - INFO - Epoch [34][11/25] lr: 1.000e-03, eta: 1 day, 2:02:41, time: 0.516, data_time: 0.033, memory: 6352, loss_activity: 0.4889, loss_completeness: 0.0956, loss_reg: 0.0815, loss: 0.6660, grad_norm: 9.4391 2020-10-05 16:43:50,209 - mmaction - INFO - Epoch [34][12/25] lr: 1.000e-03, eta: 1 day, 2:00:49, time: 0.585, data_time: 0.014, memory: 6352, loss_activity: 0.5980, loss_completeness: 0.1015, loss_reg: 0.0807, loss: 0.7802, grad_norm: 13.6730 2020-10-05 16:43:50,727 - mmaction - INFO - Epoch [34][13/25] lr: 1.000e-03, eta: 1 day, 1:58:56, time: 0.498, data_time: 0.062, memory: 6352, loss_activity: 0.3599, loss_completeness: 0.0898, loss_reg: 0.0559, loss: 0.5056, grad_norm: 12.1485 2020-10-05 16:43:51,208 - mmaction - INFO - Epoch [34][14/25] lr: 1.000e-03, eta: 1 day, 1:57:04, time: 0.498, data_time: 0.033, memory: 6352, loss_activity: 0.8709, loss_completeness: 0.1049, loss_reg: 0.0840, loss: 1.0599, grad_norm: 18.5723 2020-10-05 16:43:51,729 - mmaction - INFO - Epoch [34][15/25] lr: 1.000e-03, eta: 1 day, 1:55:11, time: 0.499, data_time: 0.014, memory: 6352, loss_activity: 0.8143, loss_completeness: 0.0875, loss_reg: 0.0455, loss: 0.9474, grad_norm: 16.5319 2020-10-05 16:43:52,251 - mmaction - INFO - Epoch [34][16/25] lr: 1.000e-03, eta: 1 day, 1:53:20, time: 0.529, data_time: 0.068, memory: 6352, loss_activity: 1.0504, loss_completeness: 0.0871, loss_reg: 0.0267, loss: 1.1642, grad_norm: 21.5482 2020-10-05 16:43:52,823 - mmaction - INFO - Epoch [34][17/25] lr: 1.000e-03, eta: 1 day, 1:51:29, time: 0.570, data_time: 0.035, memory: 6352, loss_activity: 0.7968, loss_completeness: 0.0975, loss_reg: 0.0298, loss: 0.9241, grad_norm: 16.2119 2020-10-05 16:43:53,399 - mmaction - INFO - Epoch [34][18/25] lr: 1.000e-03, eta: 1 day, 1:49:38, time: 0.569, data_time: 0.034, memory: 6352, loss_activity: 0.8151, loss_completeness: 0.0894, loss_reg: 0.0848, loss: 0.9893, grad_norm: 20.1480 2020-10-05 16:43:54,053 - mmaction - INFO - Epoch [34][19/25] lr: 1.000e-03, eta: 1 day, 1:47:49, time: 0.643, data_time: 0.039, memory: 6352, loss_activity: 1.1302, loss_completeness: 0.0938, loss_reg: 0.0199, loss: 1.2439, grad_norm: 23.6151 2020-10-05 16:43:54,593 - mmaction - INFO - Epoch [34][20/25] lr: 1.000e-03, eta: 1 day, 1:45:59, time: 0.583, data_time: 0.049, memory: 6352, loss_activity: 0.8975, loss_completeness: 0.0767, loss_reg: 0.0899, loss: 1.0642, grad_norm: 24.6455 2020-10-05 16:43:55,252 - mmaction - INFO - Epoch [34][21/25] lr: 1.000e-03, eta: 1 day, 1:44:10, time: 0.625, data_time: 0.082, memory: 6352, loss_activity: 0.4886, loss_completeness: 0.0966, loss_reg: 0.0364, loss: 0.6215, grad_norm: 13.5021 2020-10-05 16:43:55,710 - mmaction - INFO - Epoch [34][22/25] lr: 1.000e-03, eta: 1 day, 1:42:20, time: 0.485, data_time: 0.042, memory: 6352, loss_activity: 0.6437, loss_completeness: 0.1049, loss_reg: 0.0740, loss: 0.8226, grad_norm: 12.3517 2020-10-05 16:43:56,124 - mmaction - INFO - Epoch [34][23/25] lr: 1.000e-03, eta: 1 day, 1:40:28, time: 0.421, data_time: 0.013, memory: 6352, loss_activity: 0.5311, loss_completeness: 0.1021, loss_reg: 0.0272, loss: 0.6604, grad_norm: 15.0278 2020-10-05 16:43:56,534 - mmaction - INFO - Epoch [34][24/25] lr: 1.000e-03, eta: 1 day, 1:38:37, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 1.1542, loss_completeness: 0.0899, loss_reg: 0.0134, loss: 1.2575, grad_norm: 20.3661 2020-10-05 16:43:56,947 - mmaction - INFO - Epoch [34][25/25] lr: 1.000e-03, eta: 1 day, 1:36:46, time: 0.413, data_time: 0.004, memory: 6352, loss_activity: 1.0137, loss_completeness: 0.0947, loss_reg: 0.0781, loss: 1.1865, grad_norm: 20.4784 2020-10-05 16:44:05,536 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:47:14,114 - mmaction - INFO - Epoch [35][1/25] lr: 1.000e-03, eta: 1 day, 2:17:50, time: 188.466, data_time: 183.167, memory: 6352, loss_activity: 0.5139, loss_completeness: 0.0949, loss_reg: 0.0655, loss: 0.6743, grad_norm: 14.5141 2020-10-05 16:47:14,718 - mmaction - INFO - Epoch [35][2/25] lr: 1.000e-03, eta: 1 day, 2:16:00, time: 0.663, data_time: 0.209, memory: 6352, loss_activity: 0.3691, loss_completeness: 0.0886, loss_reg: 0.0365, loss: 0.4942, grad_norm: 12.2347 2020-10-05 16:47:15,229 - mmaction - INFO - Epoch [35][3/25] lr: 1.000e-03, eta: 1 day, 2:14:08, time: 0.525, data_time: 0.057, memory: 6352, loss_activity: 0.8054, loss_completeness: 0.1063, loss_reg: 0.0726, loss: 0.9843, grad_norm: 14.4864 2020-10-05 16:47:15,722 - mmaction - INFO - Epoch [35][4/25] lr: 1.000e-03, eta: 1 day, 2:12:16, time: 0.501, data_time: 0.044, memory: 6352, loss_activity: 0.6563, loss_completeness: 0.0991, loss_reg: 0.0406, loss: 0.7961, grad_norm: 18.7685 2020-10-05 16:47:16,360 - mmaction - INFO - Epoch [35][5/25] lr: 1.000e-03, eta: 1 day, 2:10:25, time: 0.561, data_time: 0.034, memory: 6352, loss_activity: 0.2211, loss_completeness: 0.0917, loss_reg: 0.0603, loss: 0.3731, grad_norm: 7.9263 2020-10-05 16:47:16,807 - mmaction - INFO - Epoch [35][6/25] lr: 1.000e-03, eta: 1 day, 2:08:35, time: 0.545, data_time: 0.122, memory: 6352, loss_activity: 0.5772, loss_completeness: 0.0921, loss_reg: 0.0566, loss: 0.7260, grad_norm: 13.2219 2020-10-05 16:47:17,483 - mmaction - INFO - Epoch [35][7/25] lr: 1.000e-03, eta: 1 day, 2:06:45, time: 0.629, data_time: 0.015, memory: 6352, loss_activity: 0.5542, loss_completeness: 0.1002, loss_reg: 0.0481, loss: 0.7024, grad_norm: 11.2788 2020-10-05 16:47:18,079 - mmaction - INFO - Epoch [35][8/25] lr: 1.000e-03, eta: 1 day, 2:04:56, time: 0.650, data_time: 0.086, memory: 6352, loss_activity: 0.5643, loss_completeness: 0.1094, loss_reg: 0.0339, loss: 0.7076, grad_norm: 12.4003 2020-10-05 16:47:18,613 - mmaction - INFO - Epoch [35][9/25] lr: 1.000e-03, eta: 1 day, 2:03:06, time: 0.505, data_time: 0.017, memory: 6352, loss_activity: 0.8449, loss_completeness: 0.1007, loss_reg: 0.0529, loss: 0.9986, grad_norm: 11.7496 2020-10-05 16:47:19,115 - mmaction - INFO - Epoch [35][10/25] lr: 1.000e-03, eta: 1 day, 2:01:16, time: 0.512, data_time: 0.035, memory: 6352, loss_activity: 0.6211, loss_completeness: 0.0924, loss_reg: 0.0663, loss: 0.7798, grad_norm: 15.9356 2020-10-05 16:47:19,685 - mmaction - INFO - Epoch [35][11/25] lr: 1.000e-03, eta: 1 day, 1:59:26, time: 0.544, data_time: 0.044, memory: 6352, loss_activity: 0.6948, loss_completeness: 0.0973, loss_reg: 0.0734, loss: 0.8656, grad_norm: 17.1898 2020-10-05 16:47:20,329 - mmaction - INFO - Epoch [35][12/25] lr: 1.000e-03, eta: 1 day, 1:57:38, time: 0.601, data_time: 0.059, memory: 6352, loss_activity: 0.5594, loss_completeness: 0.1066, loss_reg: 0.0539, loss: 0.7199, grad_norm: 14.9298 2020-10-05 16:47:20,883 - mmaction - INFO - Epoch [35][13/25] lr: 1.000e-03, eta: 1 day, 1:55:50, time: 0.613, data_time: 0.096, memory: 6352, loss_activity: 0.6221, loss_completeness: 0.0739, loss_reg: 0.0206, loss: 0.7166, grad_norm: 15.0914 2020-10-05 16:47:21,356 - mmaction - INFO - Epoch [35][14/25] lr: 1.000e-03, eta: 1 day, 1:54:00, time: 0.475, data_time: 0.038, memory: 6352, loss_activity: 0.8905, loss_completeness: 0.1077, loss_reg: 0.0541, loss: 1.0523, grad_norm: 26.5543 2020-10-05 16:47:21,864 - mmaction - INFO - Epoch [35][15/25] lr: 1.000e-03, eta: 1 day, 1:52:11, time: 0.506, data_time: 0.043, memory: 6352, loss_activity: 0.3945, loss_completeness: 0.0849, loss_reg: 0.0521, loss: 0.5314, grad_norm: 11.1670 2020-10-05 16:47:22,514 - mmaction - INFO - Epoch [35][16/25] lr: 1.000e-03, eta: 1 day, 1:50:24, time: 0.602, data_time: 0.036, memory: 6352, loss_activity: 0.7781, loss_completeness: 0.0986, loss_reg: 0.0691, loss: 0.9458, grad_norm: 16.3304 2020-10-05 16:47:23,009 - mmaction - INFO - Epoch [35][17/25] lr: 1.000e-03, eta: 1 day, 1:48:36, time: 0.555, data_time: 0.089, memory: 6352, loss_activity: 0.7119, loss_completeness: 0.1132, loss_reg: 0.0527, loss: 0.8778, grad_norm: 25.9101 2020-10-05 16:47:23,574 - mmaction - INFO - Epoch [35][18/25] lr: 1.000e-03, eta: 1 day, 1:46:49, time: 0.583, data_time: 0.023, memory: 6352, loss_activity: 0.5294, loss_completeness: 0.0853, loss_reg: 0.0343, loss: 0.6490, grad_norm: 17.6558 2020-10-05 16:47:24,117 - mmaction - INFO - Epoch [35][19/25] lr: 1.000e-03, eta: 1 day, 1:45:01, time: 0.529, data_time: 0.007, memory: 6352, loss_activity: 1.0434, loss_completeness: 0.0948, loss_reg: 0.0988, loss: 1.2370, grad_norm: 18.8765 2020-10-05 16:47:24,707 - mmaction - INFO - Epoch [35][20/25] lr: 1.000e-03, eta: 1 day, 1:43:13, time: 0.511, data_time: 0.019, memory: 6352, loss_activity: 0.4172, loss_completeness: 0.0873, loss_reg: 0.0502, loss: 0.5547, grad_norm: 14.2767 2020-10-05 16:47:25,317 - mmaction - INFO - Epoch [35][21/25] lr: 1.000e-03, eta: 1 day, 1:41:28, time: 0.681, data_time: 0.176, memory: 6352, loss_activity: 0.7729, loss_completeness: 0.0979, loss_reg: 0.0907, loss: 0.9614, grad_norm: 19.1940 2020-10-05 16:47:25,798 - mmaction - INFO - Epoch [35][22/25] lr: 1.000e-03, eta: 1 day, 1:39:41, time: 0.496, data_time: 0.078, memory: 6352, loss_activity: 0.7054, loss_completeness: 0.0670, loss_reg: 0.0174, loss: 0.7898, grad_norm: 15.9775 2020-10-05 16:47:26,212 - mmaction - INFO - Epoch [35][23/25] lr: 1.000e-03, eta: 1 day, 1:37:52, time: 0.416, data_time: 0.012, memory: 6352, loss_activity: 0.7693, loss_completeness: 0.0951, loss_reg: 0.0563, loss: 0.9208, grad_norm: 23.0787 2020-10-05 16:47:26,623 - mmaction - INFO - Epoch [35][24/25] lr: 1.000e-03, eta: 1 day, 1:36:04, time: 0.412, data_time: 0.011, memory: 6352, loss_activity: 0.4186, loss_completeness: 0.0979, loss_reg: 0.0543, loss: 0.5709, grad_norm: 11.5331 2020-10-05 16:47:27,040 - mmaction - INFO - Epoch [35][25/25] lr: 1.000e-03, eta: 1 day, 1:34:17, time: 0.413, data_time: 0.010, memory: 6352, loss_activity: 0.3239, loss_completeness: 0.0837, loss_reg: 0.0588, loss: 0.4665, grad_norm: 12.2879 2020-10-05 16:47:35,553 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-05 16:47:36,119 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:50:27,660 - mmaction - INFO - Epoch [36][1/25] lr: 1.000e-03, eta: 1 day, 2:10:19, time: 171.465, data_time: 166.417, memory: 6352, loss_activity: 0.4540, loss_completeness: 0.0967, loss_reg: 0.0516, loss: 0.6023, grad_norm: 11.7627 2020-10-05 16:50:28,248 - mmaction - INFO - Epoch [36][2/25] lr: 1.000e-03, eta: 1 day, 2:08:31, time: 0.599, data_time: 0.172, memory: 6352, loss_activity: 0.4748, loss_completeness: 0.0772, loss_reg: 0.0478, loss: 0.5998, grad_norm: 14.5784 2020-10-05 16:50:28,707 - mmaction - INFO - Epoch [36][3/25] lr: 1.000e-03, eta: 1 day, 2:06:43, time: 0.521, data_time: 0.069, memory: 6352, loss_activity: 0.9137, loss_completeness: 0.0950, loss_reg: 0.0078, loss: 1.0166, grad_norm: 19.9712 2020-10-05 16:50:29,345 - mmaction - INFO - Epoch [36][4/25] lr: 1.000e-03, eta: 1 day, 2:04:55, time: 0.569, data_time: 0.006, memory: 6352, loss_activity: 0.8002, loss_completeness: 0.0971, loss_reg: 0.0250, loss: 0.9222, grad_norm: 17.3282 2020-10-05 16:50:29,815 - mmaction - INFO - Epoch [36][5/25] lr: 1.000e-03, eta: 1 day, 2:03:08, time: 0.523, data_time: 0.086, memory: 6352, loss_activity: 0.4936, loss_completeness: 0.0835, loss_reg: 0.0728, loss: 0.6499, grad_norm: 13.8428 2020-10-05 16:50:30,470 - mmaction - INFO - Epoch [36][6/25] lr: 1.000e-03, eta: 1 day, 2:01:22, time: 0.670, data_time: 0.024, memory: 6352, loss_activity: 0.4870, loss_completeness: 0.0929, loss_reg: 0.0513, loss: 0.6312, grad_norm: 13.5237 2020-10-05 16:50:30,999 - mmaction - INFO - Epoch [36][7/25] lr: 1.000e-03, eta: 1 day, 1:59:34, time: 0.466, data_time: 0.016, memory: 6352, loss_activity: 0.6527, loss_completeness: 0.0944, loss_reg: 0.0639, loss: 0.8110, grad_norm: 14.9467 2020-10-05 16:50:31,564 - mmaction - INFO - Epoch [36][8/25] lr: 1.000e-03, eta: 1 day, 1:57:48, time: 0.609, data_time: 0.104, memory: 6352, loss_activity: 0.8676, loss_completeness: 0.0863, loss_reg: 0.0353, loss: 0.9892, grad_norm: 15.8461 2020-10-05 16:50:32,223 - mmaction - INFO - Epoch [36][9/25] lr: 1.000e-03, eta: 1 day, 1:56:02, time: 0.632, data_time: 0.042, memory: 6352, loss_activity: 0.7618, loss_completeness: 0.1048, loss_reg: 0.0570, loss: 0.9236, grad_norm: 19.3303 2020-10-05 16:50:32,741 - mmaction - INFO - Epoch [36][10/25] lr: 1.000e-03, eta: 1 day, 1:54:16, time: 0.529, data_time: 0.053, memory: 6352, loss_activity: 0.3749, loss_completeness: 0.0913, loss_reg: 0.0455, loss: 0.5117, grad_norm: 10.0630 2020-10-05 16:50:33,248 - mmaction - INFO - Epoch [36][11/25] lr: 1.000e-03, eta: 1 day, 1:52:29, time: 0.528, data_time: 0.044, memory: 6352, loss_activity: 0.8154, loss_completeness: 0.0897, loss_reg: 0.0292, loss: 0.9344, grad_norm: 16.8055 2020-10-05 16:50:33,777 - mmaction - INFO - Epoch [36][12/25] lr: 1.000e-03, eta: 1 day, 1:50:43, time: 0.525, data_time: 0.057, memory: 6352, loss_activity: 0.5199, loss_completeness: 0.0923, loss_reg: 0.0712, loss: 0.6833, grad_norm: 15.3285 2020-10-05 16:50:34,410 - mmaction - INFO - Epoch [36][13/25] lr: 1.000e-03, eta: 1 day, 1:48:59, time: 0.622, data_time: 0.028, memory: 6352, loss_activity: 0.4178, loss_completeness: 0.1034, loss_reg: 0.0642, loss: 0.5853, grad_norm: 16.0273 2020-10-05 16:50:34,908 - mmaction - INFO - Epoch [36][14/25] lr: 1.000e-03, eta: 1 day, 1:47:12, time: 0.481, data_time: 0.035, memory: 6352, loss_activity: 0.2573, loss_completeness: 0.1076, loss_reg: 0.0539, loss: 0.4188, grad_norm: 10.4884 2020-10-05 16:50:35,457 - mmaction - INFO - Epoch [36][15/25] lr: 1.000e-03, eta: 1 day, 1:45:27, time: 0.559, data_time: 0.069, memory: 6352, loss_activity: 0.5321, loss_completeness: 0.0760, loss_reg: 0.1261, loss: 0.7342, grad_norm: 13.8327 2020-10-05 16:50:35,945 - mmaction - INFO - Epoch [36][16/25] lr: 1.000e-03, eta: 1 day, 1:43:41, time: 0.461, data_time: 0.043, memory: 6352, loss_activity: 0.9393, loss_completeness: 0.1036, loss_reg: 0.0658, loss: 1.1088, grad_norm: 18.9475 2020-10-05 16:50:36,686 - mmaction - INFO - Epoch [36][17/25] lr: 1.000e-03, eta: 1 day, 1:41:59, time: 0.700, data_time: 0.094, memory: 6352, loss_activity: 0.8084, loss_completeness: 0.1110, loss_reg: 0.0340, loss: 0.9533, grad_norm: 16.0443 2020-10-05 16:50:37,237 - mmaction - INFO - Epoch [36][18/25] lr: 1.000e-03, eta: 1 day, 1:40:15, time: 0.616, data_time: 0.114, memory: 6352, loss_activity: 1.0831, loss_completeness: 0.1061, loss_reg: 0.0612, loss: 1.2504, grad_norm: 19.8835 2020-10-05 16:50:37,710 - mmaction - INFO - Epoch [36][19/25] lr: 1.000e-03, eta: 1 day, 1:38:30, time: 0.505, data_time: 0.048, memory: 6352, loss_activity: 0.7129, loss_completeness: 0.0869, loss_reg: 0.0521, loss: 0.8520, grad_norm: 13.7573 2020-10-05 16:50:38,286 - mmaction - INFO - Epoch [36][20/25] lr: 1.000e-03, eta: 1 day, 1:36:47, time: 0.568, data_time: 0.038, memory: 6352, loss_activity: 1.0677, loss_completeness: 0.0975, loss_reg: 0.0590, loss: 1.2242, grad_norm: 19.1678 2020-10-05 16:50:38,896 - mmaction - INFO - Epoch [36][21/25] lr: 1.000e-03, eta: 1 day, 1:35:03, time: 0.589, data_time: 0.091, memory: 6352, loss_activity: 0.2584, loss_completeness: 0.1075, loss_reg: 0.0353, loss: 0.4012, grad_norm: 8.6294 2020-10-05 16:50:39,375 - mmaction - INFO - Epoch [36][22/25] lr: 1.000e-03, eta: 1 day, 1:33:19, time: 0.516, data_time: 0.044, memory: 6352, loss_activity: 0.2228, loss_completeness: 0.1012, loss_reg: 0.0985, loss: 0.4225, grad_norm: 9.6647 2020-10-05 16:50:39,790 - mmaction - INFO - Epoch [36][23/25] lr: 1.000e-03, eta: 1 day, 1:31:34, time: 0.411, data_time: 0.011, memory: 6352, loss_activity: 0.8095, loss_completeness: 0.1112, loss_reg: 0.0738, loss: 0.9946, grad_norm: 17.1534 2020-10-05 16:50:40,206 - mmaction - INFO - Epoch [36][24/25] lr: 1.000e-03, eta: 1 day, 1:29:50, time: 0.415, data_time: 0.010, memory: 6352, loss_activity: 0.7589, loss_completeness: 0.0929, loss_reg: 0.0882, loss: 0.9400, grad_norm: 14.5234 2020-10-05 16:50:40,621 - mmaction - INFO - Epoch [36][25/25] lr: 1.000e-03, eta: 1 day, 1:28:05, time: 0.415, data_time: 0.011, memory: 6352, loss_activity: 0.7243, loss_completeness: 0.0932, loss_reg: 0.0143, loss: 0.8318, grad_norm: 18.4622 2020-10-05 16:50:49,386 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:53:58,045 - mmaction - INFO - Epoch [37][1/25] lr: 1.000e-03, eta: 1 day, 2:06:42, time: 188.483, data_time: 182.650, memory: 6352, loss_activity: 1.0350, loss_completeness: 0.0933, loss_reg: 0.0392, loss: 1.1675, grad_norm: 16.5798 2020-10-05 16:53:58,646 - mmaction - INFO - Epoch [37][2/25] lr: 1.000e-03, eta: 1 day, 2:04:59, time: 0.709, data_time: 0.270, memory: 6352, loss_activity: 0.6727, loss_completeness: 0.0924, loss_reg: 0.0525, loss: 0.8176, grad_norm: 13.4339 2020-10-05 16:53:59,104 - mmaction - INFO - Epoch [37][3/25] lr: 1.000e-03, eta: 1 day, 2:03:13, time: 0.510, data_time: 0.072, memory: 6352, loss_activity: 0.6617, loss_completeness: 0.0951, loss_reg: 0.0565, loss: 0.8133, grad_norm: 13.0804 2020-10-05 16:53:59,671 - mmaction - INFO - Epoch [37][4/25] lr: 1.000e-03, eta: 1 day, 2:01:28, time: 0.528, data_time: 0.023, memory: 6352, loss_activity: 0.6289, loss_completeness: 0.0994, loss_reg: 0.0592, loss: 0.7876, grad_norm: 12.9574 2020-10-05 16:54:00,225 - mmaction - INFO - Epoch [37][5/25] lr: 1.000e-03, eta: 1 day, 1:59:44, time: 0.579, data_time: 0.062, memory: 6352, loss_activity: 0.3475, loss_completeness: 0.0966, loss_reg: 0.0333, loss: 0.4774, grad_norm: 10.4292 2020-10-05 16:54:00,695 - mmaction - INFO - Epoch [37][6/25] lr: 1.000e-03, eta: 1 day, 1:57:59, time: 0.485, data_time: 0.042, memory: 6352, loss_activity: 0.2183, loss_completeness: 0.0990, loss_reg: 0.0694, loss: 0.3867, grad_norm: 8.3180 2020-10-05 16:54:01,346 - mmaction - INFO - Epoch [37][7/25] lr: 1.000e-03, eta: 1 day, 1:56:15, time: 0.606, data_time: 0.019, memory: 6352, loss_activity: 1.0832, loss_completeness: 0.0945, loss_reg: 0.0543, loss: 1.2320, grad_norm: 18.8352 2020-10-05 16:54:01,899 - mmaction - INFO - Epoch [37][8/25] lr: 1.000e-03, eta: 1 day, 1:54:31, time: 0.502, data_time: 0.064, memory: 6352, loss_activity: 0.2580, loss_completeness: 0.1096, loss_reg: 0.0756, loss: 0.4432, grad_norm: 10.1613 2020-10-05 16:54:02,371 - mmaction - INFO - Epoch [37][9/25] lr: 1.000e-03, eta: 1 day, 1:52:47, time: 0.568, data_time: 0.115, memory: 6352, loss_activity: 0.5370, loss_completeness: 0.0890, loss_reg: 0.0530, loss: 0.6790, grad_norm: 12.0023 2020-10-05 16:54:02,943 - mmaction - INFO - Epoch [37][10/25] lr: 1.000e-03, eta: 1 day, 1:51:04, time: 0.523, data_time: 0.019, memory: 6352, loss_activity: 0.3604, loss_completeness: 0.0778, loss_reg: 0.1053, loss: 0.5435, grad_norm: 11.6527 2020-10-05 16:54:03,478 - mmaction - INFO - Epoch [37][11/25] lr: 1.000e-03, eta: 1 day, 1:49:20, time: 0.488, data_time: 0.071, memory: 6352, loss_activity: 0.8863, loss_completeness: 0.0924, loss_reg: 0.0173, loss: 0.9960, grad_norm: 19.9798 2020-10-05 16:54:04,068 - mmaction - INFO - Epoch [37][12/25] lr: 1.000e-03, eta: 1 day, 1:47:39, time: 0.696, data_time: 0.131, memory: 6352, loss_activity: 0.2585, loss_completeness: 0.0958, loss_reg: 0.0372, loss: 0.3914, grad_norm: 9.3430 2020-10-05 16:54:04,621 - mmaction - INFO - Epoch [37][13/25] lr: 1.000e-03, eta: 1 day, 1:45:55, time: 0.515, data_time: 0.007, memory: 6352, loss_activity: 0.4097, loss_completeness: 0.0959, loss_reg: 0.0792, loss: 0.5848, grad_norm: 13.6778 2020-10-05 16:54:05,295 - mmaction - INFO - Epoch [37][14/25] lr: 1.000e-03, eta: 1 day, 1:44:15, time: 0.713, data_time: 0.051, memory: 6352, loss_activity: 0.6023, loss_completeness: 0.1000, loss_reg: 0.1045, loss: 0.8067, grad_norm: 20.1071 2020-10-05 16:54:05,837 - mmaction - INFO - Epoch [37][15/25] lr: 1.000e-03, eta: 1 day, 1:42:32, time: 0.469, data_time: 0.022, memory: 6352, loss_activity: 1.3295, loss_completeness: 0.1072, loss_reg: 0.0872, loss: 1.5239, grad_norm: 26.2601 2020-10-05 16:54:06,372 - mmaction - INFO - Epoch [37][16/25] lr: 1.000e-03, eta: 1 day, 1:40:50, time: 0.554, data_time: 0.084, memory: 6352, loss_activity: 0.3312, loss_completeness: 0.0998, loss_reg: 0.0911, loss: 0.5220, grad_norm: 11.5849 2020-10-05 16:54:06,875 - mmaction - INFO - Epoch [37][17/25] lr: 1.000e-03, eta: 1 day, 1:39:07, time: 0.525, data_time: 0.063, memory: 6352, loss_activity: 0.4663, loss_completeness: 0.1027, loss_reg: 0.0616, loss: 0.6307, grad_norm: 14.4222 2020-10-05 16:54:07,433 - mmaction - INFO - Epoch [37][18/25] lr: 1.000e-03, eta: 1 day, 1:37:26, time: 0.591, data_time: 0.047, memory: 6352, loss_activity: 0.6256, loss_completeness: 0.0822, loss_reg: 0.1049, loss: 0.8127, grad_norm: 16.6725 2020-10-05 16:54:07,953 - mmaction - INFO - Epoch [37][19/25] lr: 1.000e-03, eta: 1 day, 1:35:44, time: 0.506, data_time: 0.006, memory: 6352, loss_activity: 0.4671, loss_completeness: 0.0977, loss_reg: 0.0580, loss: 0.6228, grad_norm: 16.0923 2020-10-05 16:54:08,525 - mmaction - INFO - Epoch [37][20/25] lr: 1.000e-03, eta: 1 day, 1:34:04, time: 0.586, data_time: 0.020, memory: 6352, loss_activity: 0.4969, loss_completeness: 0.1117, loss_reg: 0.0568, loss: 0.6654, grad_norm: 16.4773 2020-10-05 16:54:09,154 - mmaction - INFO - Epoch [37][21/25] lr: 1.000e-03, eta: 1 day, 1:32:23, time: 0.572, data_time: 0.079, memory: 6352, loss_activity: 0.5139, loss_completeness: 0.0848, loss_reg: 0.0519, loss: 0.6506, grad_norm: 16.5862 2020-10-05 16:54:09,618 - mmaction - INFO - Epoch [37][22/25] lr: 1.000e-03, eta: 1 day, 1:30:42, time: 0.511, data_time: 0.101, memory: 6352, loss_activity: 0.4838, loss_completeness: 0.0960, loss_reg: 0.0581, loss: 0.6379, grad_norm: 12.8393 2020-10-05 16:54:10,023 - mmaction - INFO - Epoch [37][23/25] lr: 1.000e-03, eta: 1 day, 1:29:00, time: 0.416, data_time: 0.017, memory: 6352, loss_activity: 0.7529, loss_completeness: 0.1002, loss_reg: 0.0412, loss: 0.8944, grad_norm: 20.2410 2020-10-05 16:54:10,435 - mmaction - INFO - Epoch [37][24/25] lr: 1.000e-03, eta: 1 day, 1:27:17, time: 0.411, data_time: 0.010, memory: 6352, loss_activity: 0.4999, loss_completeness: 0.0864, loss_reg: 0.1021, loss: 0.6885, grad_norm: 12.8835 2020-10-05 16:54:10,848 - mmaction - INFO - Epoch [37][25/25] lr: 1.000e-03, eta: 1 day, 1:25:36, time: 0.412, data_time: 0.007, memory: 6352, loss_activity: 0.4785, loss_completeness: 0.0937, loss_reg: 0.0591, loss: 0.6313, grad_norm: 12.9202 2020-10-05 16:54:19,447 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 16:57:29,340 - mmaction - INFO - Epoch [38][1/25] lr: 1.000e-03, eta: 1 day, 2:03:20, time: 189.704, data_time: 184.051, memory: 6352, loss_activity: 0.7280, loss_completeness: 0.1035, loss_reg: 0.0292, loss: 0.8607, grad_norm: 22.0893 2020-10-05 16:57:30,014 - mmaction - INFO - Epoch [38][2/25] lr: 1.000e-03, eta: 1 day, 2:01:40, time: 0.771, data_time: 0.299, memory: 6352, loss_activity: 0.6080, loss_completeness: 0.1084, loss_reg: 0.0601, loss: 0.7764, grad_norm: 15.6222 2020-10-05 16:57:30,536 - mmaction - INFO - Epoch [38][3/25] lr: 1.000e-03, eta: 1 day, 1:59:58, time: 0.537, data_time: 0.095, memory: 6352, loss_activity: 0.6913, loss_completeness: 0.1022, loss_reg: 0.0837, loss: 0.8772, grad_norm: 16.7332 2020-10-05 16:57:31,037 - mmaction - INFO - Epoch [38][4/25] lr: 1.000e-03, eta: 1 day, 1:58:16, time: 0.519, data_time: 0.088, memory: 6352, loss_activity: 1.0422, loss_completeness: 0.0977, loss_reg: 0.0478, loss: 1.1878, grad_norm: 15.9454 2020-10-05 16:57:31,612 - mmaction - INFO - Epoch [38][5/25] lr: 1.000e-03, eta: 1 day, 1:56:34, time: 0.559, data_time: 0.061, memory: 6352, loss_activity: 0.9330, loss_completeness: 0.0833, loss_reg: 0.0410, loss: 1.0572, grad_norm: 20.3997 2020-10-05 16:57:32,171 - mmaction - INFO - Epoch [38][6/25] lr: 1.000e-03, eta: 1 day, 1:54:53, time: 0.576, data_time: 0.080, memory: 6352, loss_activity: 0.4900, loss_completeness: 0.0893, loss_reg: 0.0773, loss: 0.6566, grad_norm: 13.4110 2020-10-05 16:57:32,682 - mmaction - INFO - Epoch [38][7/25] lr: 1.000e-03, eta: 1 day, 1:53:11, time: 0.503, data_time: 0.082, memory: 6352, loss_activity: 0.6194, loss_completeness: 0.0955, loss_reg: 0.0600, loss: 0.7749, grad_norm: 12.3624 2020-10-05 16:57:33,232 - mmaction - INFO - Epoch [38][8/25] lr: 1.000e-03, eta: 1 day, 1:51:30, time: 0.579, data_time: 0.070, memory: 6352, loss_activity: 0.3211, loss_completeness: 0.0979, loss_reg: 0.0681, loss: 0.4871, grad_norm: 9.3352 2020-10-05 16:57:33,763 - mmaction - INFO - Epoch [38][9/25] lr: 1.000e-03, eta: 1 day, 1:49:49, time: 0.531, data_time: 0.039, memory: 6352, loss_activity: 0.6096, loss_completeness: 0.0877, loss_reg: 0.0473, loss: 0.7446, grad_norm: 12.5254 2020-10-05 16:57:34,399 - mmaction - INFO - Epoch [38][10/25] lr: 1.000e-03, eta: 1 day, 1:48:09, time: 0.595, data_time: 0.082, memory: 6352, loss_activity: 0.8118, loss_completeness: 0.0960, loss_reg: 0.0560, loss: 0.9638, grad_norm: 14.2905 2020-10-05 16:57:34,933 - mmaction - INFO - Epoch [38][11/25] lr: 1.000e-03, eta: 1 day, 1:46:28, time: 0.502, data_time: 0.080, memory: 6352, loss_activity: 0.8843, loss_completeness: 0.1012, loss_reg: 0.0374, loss: 1.0229, grad_norm: 14.1044 2020-10-05 16:57:35,405 - mmaction - INFO - Epoch [38][12/25] lr: 1.000e-03, eta: 1 day, 1:44:48, time: 0.577, data_time: 0.112, memory: 6352, loss_activity: 0.4275, loss_completeness: 0.0854, loss_reg: 0.0614, loss: 0.5742, grad_norm: 11.1056 2020-10-05 16:57:36,024 - mmaction - INFO - Epoch [38][13/25] lr: 1.000e-03, eta: 1 day, 1:43:08, time: 0.541, data_time: 0.005, memory: 6352, loss_activity: 0.7615, loss_completeness: 0.0939, loss_reg: 0.0611, loss: 0.9165, grad_norm: 13.2124 2020-10-05 16:57:36,609 - mmaction - INFO - Epoch [38][14/25] lr: 1.000e-03, eta: 1 day, 1:41:28, time: 0.532, data_time: 0.084, memory: 6352, loss_activity: 0.5770, loss_completeness: 0.0845, loss_reg: 0.0385, loss: 0.7000, grad_norm: 11.1594 2020-10-05 16:57:37,156 - mmaction - INFO - Epoch [38][15/25] lr: 1.000e-03, eta: 1 day, 1:39:48, time: 0.570, data_time: 0.137, memory: 6352, loss_activity: 0.5098, loss_completeness: 0.1026, loss_reg: 0.0576, loss: 0.6700, grad_norm: 9.3635 2020-10-05 16:57:37,652 - mmaction - INFO - Epoch [38][16/25] lr: 1.000e-03, eta: 1 day, 1:38:09, time: 0.554, data_time: 0.114, memory: 6352, loss_activity: 1.1834, loss_completeness: 0.0905, loss_reg: 0.0594, loss: 1.3333, grad_norm: 15.0458 2020-10-05 16:57:38,153 - mmaction - INFO - Epoch [38][17/25] lr: 1.000e-03, eta: 1 day, 1:36:30, time: 0.539, data_time: 0.061, memory: 6352, loss_activity: 1.2603, loss_completeness: 0.1047, loss_reg: 0.0426, loss: 1.4076, grad_norm: 25.3804 2020-10-05 16:57:38,742 - mmaction - INFO - Epoch [38][18/25] lr: 1.000e-03, eta: 1 day, 1:34:51, time: 0.599, data_time: 0.016, memory: 6352, loss_activity: 0.5155, loss_completeness: 0.0919, loss_reg: 0.0245, loss: 0.6319, grad_norm: 12.0008 2020-10-05 16:57:39,228 - mmaction - INFO - Epoch [38][19/25] lr: 1.000e-03, eta: 1 day, 1:33:12, time: 0.479, data_time: 0.009, memory: 6352, loss_activity: 0.5235, loss_completeness: 0.0842, loss_reg: 0.0644, loss: 0.6722, grad_norm: 10.4092 2020-10-05 16:57:39,788 - mmaction - INFO - Epoch [38][20/25] lr: 1.000e-03, eta: 1 day, 1:31:33, time: 0.515, data_time: 0.014, memory: 6352, loss_activity: 0.5069, loss_completeness: 0.0645, loss_reg: 0.0708, loss: 0.6422, grad_norm: 13.1242 2020-10-05 16:57:40,396 - mmaction - INFO - Epoch [38][21/25] lr: 1.000e-03, eta: 1 day, 1:29:55, time: 0.595, data_time: 0.119, memory: 6352, loss_activity: 0.7574, loss_completeness: 0.0980, loss_reg: 0.0249, loss: 0.8802, grad_norm: 15.4522 2020-10-05 16:57:40,917 - mmaction - INFO - Epoch [38][22/25] lr: 1.000e-03, eta: 1 day, 1:28:17, time: 0.587, data_time: 0.115, memory: 6352, loss_activity: 0.7695, loss_completeness: 0.0926, loss_reg: 0.0569, loss: 0.9190, grad_norm: 19.0286 2020-10-05 16:57:41,328 - mmaction - INFO - Epoch [38][23/25] lr: 1.000e-03, eta: 1 day, 1:26:37, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.7702, loss_completeness: 0.0956, loss_reg: 0.0753, loss: 0.9412, grad_norm: 22.6523 2020-10-05 16:57:41,736 - mmaction - INFO - Epoch [38][24/25] lr: 1.000e-03, eta: 1 day, 1:24:58, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.8480, loss_completeness: 0.1029, loss_reg: 0.0656, loss: 1.0164, grad_norm: 20.2299 2020-10-05 16:57:42,145 - mmaction - INFO - Epoch [38][25/25] lr: 1.000e-03, eta: 1 day, 1:23:19, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.5634, loss_completeness: 0.0839, loss_reg: 0.0731, loss: 0.7203, grad_norm: 12.0880 2020-10-05 16:57:49,958 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:01:11,084 - mmaction - INFO - Epoch [39][1/25] lr: 1.000e-03, eta: 1 day, 2:02:16, time: 201.006, data_time: 195.424, memory: 6352, loss_activity: 0.3784, loss_completeness: 0.0898, loss_reg: 0.0324, loss: 0.5006, grad_norm: 10.0849 2020-10-05 17:01:11,816 - mmaction - INFO - Epoch [39][2/25] lr: 1.000e-03, eta: 1 day, 2:00:39, time: 0.787, data_time: 0.302, memory: 6352, loss_activity: 0.9519, loss_completeness: 0.0928, loss_reg: 0.0565, loss: 1.1012, grad_norm: 17.6858 2020-10-05 17:01:12,321 - mmaction - INFO - Epoch [39][3/25] lr: 1.000e-03, eta: 1 day, 1:58:59, time: 0.533, data_time: 0.088, memory: 6352, loss_activity: 1.3270, loss_completeness: 0.1001, loss_reg: 0.0708, loss: 1.4978, grad_norm: 17.4645 2020-10-05 17:01:12,762 - mmaction - INFO - Epoch [39][4/25] lr: 1.000e-03, eta: 1 day, 1:57:18, time: 0.458, data_time: 0.044, memory: 6352, loss_activity: 0.6813, loss_completeness: 0.1038, loss_reg: 0.0635, loss: 0.8485, grad_norm: 21.7209 2020-10-05 17:01:13,377 - mmaction - INFO - Epoch [39][5/25] lr: 1.000e-03, eta: 1 day, 1:55:40, time: 0.631, data_time: 0.063, memory: 6352, loss_activity: 0.5484, loss_completeness: 0.1056, loss_reg: 0.0598, loss: 0.7139, grad_norm: 10.9795 2020-10-05 17:01:13,896 - mmaction - INFO - Epoch [39][6/25] lr: 1.000e-03, eta: 1 day, 1:54:00, time: 0.522, data_time: 0.009, memory: 6352, loss_activity: 0.9414, loss_completeness: 0.0744, loss_reg: 0.0301, loss: 1.0459, grad_norm: 17.2254 2020-10-05 17:01:14,430 - mmaction - INFO - Epoch [39][7/25] lr: 1.000e-03, eta: 1 day, 1:52:21, time: 0.499, data_time: 0.011, memory: 6352, loss_activity: 1.1912, loss_completeness: 0.1066, loss_reg: 0.0477, loss: 1.3456, grad_norm: 21.6008 2020-10-05 17:01:14,982 - mmaction - INFO - Epoch [39][8/25] lr: 1.000e-03, eta: 1 day, 1:50:42, time: 0.544, data_time: 0.080, memory: 6352, loss_activity: 1.0496, loss_completeness: 0.0897, loss_reg: 0.0909, loss: 1.2303, grad_norm: 20.2338 2020-10-05 17:01:15,577 - mmaction - INFO - Epoch [39][9/25] lr: 1.000e-03, eta: 1 day, 1:49:04, time: 0.599, data_time: 0.049, memory: 6352, loss_activity: 0.6795, loss_completeness: 0.0986, loss_reg: 0.0773, loss: 0.8553, grad_norm: 13.2338 2020-10-05 17:01:16,179 - mmaction - INFO - Epoch [39][10/25] lr: 1.000e-03, eta: 1 day, 1:47:26, time: 0.540, data_time: 0.050, memory: 6352, loss_activity: 0.6398, loss_completeness: 0.1038, loss_reg: 0.0448, loss: 0.7884, grad_norm: 11.9720 2020-10-05 17:01:16,683 - mmaction - INFO - Epoch [39][11/25] lr: 1.000e-03, eta: 1 day, 1:45:48, time: 0.589, data_time: 0.111, memory: 6352, loss_activity: 0.5846, loss_completeness: 0.0826, loss_reg: 0.0814, loss: 0.7486, grad_norm: 13.3088 2020-10-05 17:01:17,165 - mmaction - INFO - Epoch [39][12/25] lr: 1.000e-03, eta: 1 day, 1:44:10, time: 0.470, data_time: 0.022, memory: 6352, loss_activity: 0.9164, loss_completeness: 0.1021, loss_reg: 0.0562, loss: 1.0747, grad_norm: 14.4171 2020-10-05 17:01:17,766 - mmaction - INFO - Epoch [39][13/25] lr: 1.000e-03, eta: 1 day, 1:42:33, time: 0.605, data_time: 0.034, memory: 6352, loss_activity: 0.5729, loss_completeness: 0.0950, loss_reg: 0.0338, loss: 0.7016, grad_norm: 11.4309 2020-10-05 17:01:18,334 - mmaction - INFO - Epoch [39][14/25] lr: 1.000e-03, eta: 1 day, 1:40:55, time: 0.562, data_time: 0.030, memory: 6352, loss_activity: 0.5351, loss_completeness: 0.0891, loss_reg: 0.0397, loss: 0.6639, grad_norm: 14.0806 2020-10-05 17:01:18,846 - mmaction - INFO - Epoch [39][15/25] lr: 1.000e-03, eta: 1 day, 1:39:18, time: 0.540, data_time: 0.036, memory: 6352, loss_activity: 0.3770, loss_completeness: 0.0968, loss_reg: 0.0228, loss: 0.4966, grad_norm: 8.3034 2020-10-05 17:01:19,501 - mmaction - INFO - Epoch [39][16/25] lr: 1.000e-03, eta: 1 day, 1:37:42, time: 0.634, data_time: 0.008, memory: 6352, loss_activity: 0.4670, loss_completeness: 0.1022, loss_reg: 0.0474, loss: 0.6166, grad_norm: 8.7557 2020-10-05 17:01:19,961 - mmaction - INFO - Epoch [39][17/25] lr: 1.000e-03, eta: 1 day, 1:36:04, time: 0.472, data_time: 0.030, memory: 6352, loss_activity: 0.1430, loss_completeness: 0.0726, loss_reg: 0.0513, loss: 0.2669, grad_norm: 6.4051 2020-10-05 17:01:20,463 - mmaction - INFO - Epoch [39][18/25] lr: 1.000e-03, eta: 1 day, 1:34:27, time: 0.502, data_time: 0.015, memory: 6352, loss_activity: 0.8599, loss_completeness: 0.0942, loss_reg: 0.0409, loss: 0.9949, grad_norm: 16.9920 2020-10-05 17:01:21,096 - mmaction - INFO - Epoch [39][19/25] lr: 1.000e-03, eta: 1 day, 1:32:51, time: 0.572, data_time: 0.016, memory: 6352, loss_activity: 0.5573, loss_completeness: 0.0744, loss_reg: 0.0582, loss: 0.6900, grad_norm: 12.4040 2020-10-05 17:01:21,571 - mmaction - INFO - Epoch [39][20/25] lr: 1.000e-03, eta: 1 day, 1:31:14, time: 0.536, data_time: 0.082, memory: 6352, loss_activity: 1.0927, loss_completeness: 0.1059, loss_reg: 0.0412, loss: 1.2399, grad_norm: 18.2296 2020-10-05 17:01:22,175 - mmaction - INFO - Epoch [39][21/25] lr: 1.000e-03, eta: 1 day, 1:29:39, time: 0.586, data_time: 0.050, memory: 6352, loss_activity: 0.6889, loss_completeness: 0.0840, loss_reg: 0.0228, loss: 0.7957, grad_norm: 15.5768 2020-10-05 17:01:22,716 - mmaction - INFO - Epoch [39][22/25] lr: 1.000e-03, eta: 1 day, 1:28:03, time: 0.565, data_time: 0.070, memory: 6352, loss_activity: 0.4663, loss_completeness: 0.0954, loss_reg: 0.0642, loss: 0.6260, grad_norm: 10.8306 2020-10-05 17:01:23,127 - mmaction - INFO - Epoch [39][23/25] lr: 1.000e-03, eta: 1 day, 1:26:26, time: 0.415, data_time: 0.009, memory: 6352, loss_activity: 0.5205, loss_completeness: 0.0982, loss_reg: 0.0429, loss: 0.6616, grad_norm: 10.5537 2020-10-05 17:01:23,538 - mmaction - INFO - Epoch [39][24/25] lr: 1.000e-03, eta: 1 day, 1:24:49, time: 0.411, data_time: 0.010, memory: 6352, loss_activity: 0.4164, loss_completeness: 0.0898, loss_reg: 0.0785, loss: 0.5848, grad_norm: 10.8928 2020-10-05 17:01:23,950 - mmaction - INFO - Epoch [39][25/25] lr: 1.000e-03, eta: 1 day, 1:23:12, time: 0.411, data_time: 0.007, memory: 6352, loss_activity: 0.5139, loss_completeness: 0.1035, loss_reg: 0.0421, loss: 0.6595, grad_norm: 14.3022 2020-10-05 17:01:36,912 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:04:48,341 - mmaction - INFO - Epoch [40][1/25] lr: 1.000e-03, eta: 1 day, 1:59:02, time: 190.696, data_time: 185.353, memory: 6352, loss_activity: 0.6527, loss_completeness: 0.1054, loss_reg: 0.0569, loss: 0.8151, grad_norm: 19.3220 2020-10-05 17:04:49,043 - mmaction - INFO - Epoch [40][2/25] lr: 1.000e-03, eta: 1 day, 1:57:34, time: 1.387, data_time: 0.865, memory: 6352, loss_activity: 0.3310, loss_completeness: 0.0934, loss_reg: 0.0318, loss: 0.4562, grad_norm: 9.3990 2020-10-05 17:04:49,611 - mmaction - INFO - Epoch [40][3/25] lr: 1.000e-03, eta: 1 day, 1:55:57, time: 0.508, data_time: 0.059, memory: 6352, loss_activity: 0.7961, loss_completeness: 0.0923, loss_reg: 0.0501, loss: 0.9384, grad_norm: 18.0087 2020-10-05 17:04:50,090 - mmaction - INFO - Epoch [40][4/25] lr: 1.000e-03, eta: 1 day, 1:54:20, time: 0.552, data_time: 0.112, memory: 6352, loss_activity: 0.3344, loss_completeness: 0.1069, loss_reg: 0.0800, loss: 0.5213, grad_norm: 10.4132 2020-10-05 17:04:50,569 - mmaction - INFO - Epoch [40][5/25] lr: 1.000e-03, eta: 1 day, 1:52:42, time: 0.496, data_time: 0.035, memory: 6352, loss_activity: 0.4848, loss_completeness: 0.0900, loss_reg: 0.0606, loss: 0.6354, grad_norm: 13.1994 2020-10-05 17:04:51,260 - mmaction - INFO - Epoch [40][6/25] lr: 1.000e-03, eta: 1 day, 1:51:07, time: 0.699, data_time: 0.018, memory: 6352, loss_activity: 0.2575, loss_completeness: 0.1013, loss_reg: 0.0718, loss: 0.4305, grad_norm: 11.0771 2020-10-05 17:04:51,836 - mmaction - INFO - Epoch [40][7/25] lr: 1.000e-03, eta: 1 day, 1:49:30, time: 0.436, data_time: 0.012, memory: 6352, loss_activity: 0.4337, loss_completeness: 0.1033, loss_reg: 0.0251, loss: 0.5621, grad_norm: 12.3876 2020-10-05 17:04:52,300 - mmaction - INFO - Epoch [40][8/25] lr: 1.000e-03, eta: 1 day, 1:47:54, time: 0.609, data_time: 0.158, memory: 6352, loss_activity: 0.1586, loss_completeness: 0.0974, loss_reg: 0.0499, loss: 0.3059, grad_norm: 8.0975 2020-10-05 17:04:52,890 - mmaction - INFO - Epoch [40][9/25] lr: 1.000e-03, eta: 1 day, 1:46:17, time: 0.480, data_time: 0.005, memory: 6352, loss_activity: 0.7371, loss_completeness: 0.1004, loss_reg: 0.0477, loss: 0.8852, grad_norm: 18.1493 2020-10-05 17:04:53,452 - mmaction - INFO - Epoch [40][10/25] lr: 1.000e-03, eta: 1 day, 1:44:42, time: 0.625, data_time: 0.121, memory: 6352, loss_activity: 0.3893, loss_completeness: 0.1001, loss_reg: 0.0972, loss: 0.5865, grad_norm: 15.3462 2020-10-05 17:04:53,967 - mmaction - INFO - Epoch [40][11/25] lr: 1.000e-03, eta: 1 day, 1:43:07, time: 0.527, data_time: 0.056, memory: 6352, loss_activity: 0.3229, loss_completeness: 0.1027, loss_reg: 0.0417, loss: 0.4674, grad_norm: 13.2736 2020-10-05 17:04:54,496 - mmaction - INFO - Epoch [40][12/25] lr: 1.000e-03, eta: 1 day, 1:41:31, time: 0.547, data_time: 0.041, memory: 6352, loss_activity: 0.8273, loss_completeness: 0.0985, loss_reg: 0.0290, loss: 0.9549, grad_norm: 19.5769 2020-10-05 17:04:55,050 - mmaction - INFO - Epoch [40][13/25] lr: 1.000e-03, eta: 1 day, 1:39:56, time: 0.553, data_time: 0.022, memory: 6352, loss_activity: 0.6200, loss_completeness: 0.0904, loss_reg: 0.0171, loss: 0.7275, grad_norm: 15.7832 2020-10-05 17:04:55,755 - mmaction - INFO - Epoch [40][14/25] lr: 1.000e-03, eta: 1 day, 1:38:22, time: 0.651, data_time: 0.023, memory: 6352, loss_activity: 1.6617, loss_completeness: 0.1029, loss_reg: 0.0485, loss: 1.8131, grad_norm: 27.3405 2020-10-05 17:04:56,346 - mmaction - INFO - Epoch [40][15/25] lr: 1.000e-03, eta: 1 day, 1:36:48, time: 0.585, data_time: 0.082, memory: 6352, loss_activity: 0.5676, loss_completeness: 0.0879, loss_reg: 0.0476, loss: 0.7031, grad_norm: 21.6488 2020-10-05 17:04:56,872 - mmaction - INFO - Epoch [40][16/25] lr: 1.000e-03, eta: 1 day, 1:35:13, time: 0.595, data_time: 0.083, memory: 6352, loss_activity: 0.5088, loss_completeness: 0.0681, loss_reg: 0.0661, loss: 0.6431, grad_norm: 16.0576 2020-10-05 17:04:57,358 - mmaction - INFO - Epoch [40][17/25] lr: 1.000e-03, eta: 1 day, 1:33:38, time: 0.428, data_time: 0.015, memory: 6352, loss_activity: 0.7435, loss_completeness: 0.0826, loss_reg: 0.0309, loss: 0.8570, grad_norm: 21.9453 2020-10-05 17:04:57,907 - mmaction - INFO - Epoch [40][18/25] lr: 1.000e-03, eta: 1 day, 1:32:04, time: 0.615, data_time: 0.071, memory: 6352, loss_activity: 0.8630, loss_completeness: 0.0926, loss_reg: 0.0276, loss: 0.9831, grad_norm: 20.1599 2020-10-05 17:04:58,378 - mmaction - INFO - Epoch [40][19/25] lr: 1.000e-03, eta: 1 day, 1:30:29, time: 0.463, data_time: 0.009, memory: 6352, loss_activity: 0.3843, loss_completeness: 0.0893, loss_reg: 0.0298, loss: 0.5034, grad_norm: 10.5339 2020-10-05 17:04:59,068 - mmaction - INFO - Epoch [40][20/25] lr: 1.000e-03, eta: 1 day, 1:28:56, time: 0.633, data_time: 0.065, memory: 6352, loss_activity: 0.4208, loss_completeness: 0.1003, loss_reg: 0.0514, loss: 0.5725, grad_norm: 12.2927 2020-10-05 17:04:59,554 - mmaction - INFO - Epoch [40][21/25] lr: 1.000e-03, eta: 1 day, 1:27:22, time: 0.551, data_time: 0.112, memory: 6352, loss_activity: 0.3997, loss_completeness: 0.0767, loss_reg: 0.0283, loss: 0.5047, grad_norm: 12.7974 2020-10-05 17:05:00,072 - mmaction - INFO - Epoch [40][22/25] lr: 1.000e-03, eta: 1 day, 1:25:48, time: 0.503, data_time: 0.007, memory: 6352, loss_activity: 0.3906, loss_completeness: 0.1095, loss_reg: 0.0451, loss: 0.5452, grad_norm: 9.9209 2020-10-05 17:05:00,484 - mmaction - INFO - Epoch [40][23/25] lr: 1.000e-03, eta: 1 day, 1:24:13, time: 0.421, data_time: 0.020, memory: 6352, loss_activity: 1.0544, loss_completeness: 0.0853, loss_reg: 0.0186, loss: 1.1583, grad_norm: 16.4521 2020-10-05 17:05:00,894 - mmaction - INFO - Epoch [40][24/25] lr: 1.000e-03, eta: 1 day, 1:22:39, time: 0.416, data_time: 0.012, memory: 6352, loss_activity: 0.6330, loss_completeness: 0.0882, loss_reg: 0.0569, loss: 0.7781, grad_norm: 14.0782 2020-10-05 17:05:01,374 - mmaction - INFO - Epoch [40][25/25] lr: 1.000e-03, eta: 1 day, 1:21:04, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.2933, loss_completeness: 0.0899, loss_reg: 0.0278, loss: 0.4110, grad_norm: 7.2608 2020-10-05 17:05:10,309 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-05 17:05:10,750 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:08:13,794 - mmaction - INFO - Epoch [41][1/25] lr: 1.000e-03, eta: 1 day, 1:54:27, time: 182.942, data_time: 177.799, memory: 6352, loss_activity: 0.6539, loss_completeness: 0.0797, loss_reg: 0.0373, loss: 0.7710, grad_norm: 16.5519 2020-10-05 17:08:14,419 - mmaction - INFO - Epoch [41][2/25] lr: 1.000e-03, eta: 1 day, 1:52:53, time: 0.688, data_time: 0.219, memory: 6352, loss_activity: 0.5219, loss_completeness: 0.1021, loss_reg: 0.0715, loss: 0.6955, grad_norm: 10.2032 2020-10-05 17:08:14,975 - mmaction - INFO - Epoch [41][3/25] lr: 1.000e-03, eta: 1 day, 1:51:19, time: 0.593, data_time: 0.051, memory: 6352, loss_activity: 0.4751, loss_completeness: 0.1061, loss_reg: 0.0779, loss: 0.6591, grad_norm: 12.8449 2020-10-05 17:08:15,523 - mmaction - INFO - Epoch [41][4/25] lr: 1.000e-03, eta: 1 day, 1:49:44, time: 0.523, data_time: 0.012, memory: 6352, loss_activity: 0.6350, loss_completeness: 0.0910, loss_reg: 0.0714, loss: 0.7973, grad_norm: 12.7556 2020-10-05 17:08:16,042 - mmaction - INFO - Epoch [41][5/25] lr: 1.000e-03, eta: 1 day, 1:48:09, time: 0.499, data_time: 0.043, memory: 6352, loss_activity: 0.2326, loss_completeness: 0.0925, loss_reg: 0.0633, loss: 0.3883, grad_norm: 9.6310 2020-10-05 17:08:16,610 - mmaction - INFO - Epoch [41][6/25] lr: 1.000e-03, eta: 1 day, 1:46:35, time: 0.532, data_time: 0.056, memory: 6352, loss_activity: 0.2052, loss_completeness: 0.0893, loss_reg: 0.0381, loss: 0.3326, grad_norm: 6.9843 2020-10-05 17:08:17,079 - mmaction - INFO - Epoch [41][7/25] lr: 1.000e-03, eta: 1 day, 1:45:01, time: 0.532, data_time: 0.097, memory: 6352, loss_activity: 1.0270, loss_completeness: 0.1037, loss_reg: 0.0772, loss: 1.2080, grad_norm: 15.8147 2020-10-05 17:08:17,628 - mmaction - INFO - Epoch [41][8/25] lr: 1.000e-03, eta: 1 day, 1:43:27, time: 0.557, data_time: 0.037, memory: 6352, loss_activity: 0.2255, loss_completeness: 0.0975, loss_reg: 0.0670, loss: 0.3900, grad_norm: 7.3306 2020-10-05 17:08:18,116 - mmaction - INFO - Epoch [41][9/25] lr: 1.000e-03, eta: 1 day, 1:41:52, time: 0.441, data_time: 0.015, memory: 6352, loss_activity: 0.6954, loss_completeness: 0.0891, loss_reg: 0.0496, loss: 0.8341, grad_norm: 10.4552 2020-10-05 17:08:18,709 - mmaction - INFO - Epoch [41][10/25] lr: 1.000e-03, eta: 1 day, 1:40:19, time: 0.582, data_time: 0.063, memory: 6352, loss_activity: 0.7374, loss_completeness: 0.0987, loss_reg: 0.1043, loss: 0.9405, grad_norm: 15.3397 2020-10-05 17:08:19,255 - mmaction - INFO - Epoch [41][11/25] lr: 1.000e-03, eta: 1 day, 1:38:47, time: 0.580, data_time: 0.076, memory: 6352, loss_activity: 1.0519, loss_completeness: 0.1092, loss_reg: 0.0490, loss: 1.2101, grad_norm: 20.2442 2020-10-05 17:08:19,896 - mmaction - INFO - Epoch [41][12/25] lr: 1.000e-03, eta: 1 day, 1:37:15, time: 0.644, data_time: 0.046, memory: 6352, loss_activity: 0.5759, loss_completeness: 0.0881, loss_reg: 0.0638, loss: 0.7278, grad_norm: 11.7207 2020-10-05 17:08:20,345 - mmaction - INFO - Epoch [41][13/25] lr: 1.000e-03, eta: 1 day, 1:35:41, time: 0.465, data_time: 0.038, memory: 6352, loss_activity: 0.4156, loss_completeness: 0.0771, loss_reg: 0.0862, loss: 0.5789, grad_norm: 13.7179 2020-10-05 17:08:20,893 - mmaction - INFO - Epoch [41][14/25] lr: 1.000e-03, eta: 1 day, 1:34:08, time: 0.537, data_time: 0.018, memory: 6352, loss_activity: 0.7308, loss_completeness: 0.0845, loss_reg: 0.0325, loss: 0.8478, grad_norm: 13.2913 2020-10-05 17:08:21,443 - mmaction - INFO - Epoch [41][15/25] lr: 1.000e-03, eta: 1 day, 1:32:35, time: 0.524, data_time: 0.030, memory: 6352, loss_activity: 0.6946, loss_completeness: 0.0812, loss_reg: 0.0378, loss: 0.8137, grad_norm: 18.3045 2020-10-05 17:08:22,028 - mmaction - INFO - Epoch [41][16/25] lr: 1.000e-03, eta: 1 day, 1:31:04, time: 0.607, data_time: 0.058, memory: 6352, loss_activity: 0.4489, loss_completeness: 0.0835, loss_reg: 0.0861, loss: 0.6186, grad_norm: 12.0734 2020-10-05 17:08:22,661 - mmaction - INFO - Epoch [41][17/25] lr: 1.000e-03, eta: 1 day, 1:29:31, time: 0.509, data_time: 0.082, memory: 6352, loss_activity: 0.2395, loss_completeness: 0.0835, loss_reg: 0.0762, loss: 0.3992, grad_norm: 8.4872 2020-10-05 17:08:23,181 - mmaction - INFO - Epoch [41][18/25] lr: 1.000e-03, eta: 1 day, 1:28:00, time: 0.640, data_time: 0.164, memory: 6352, loss_activity: 0.5095, loss_completeness: 0.0964, loss_reg: 0.0429, loss: 0.6488, grad_norm: 11.4727 2020-10-05 17:08:23,692 - mmaction - INFO - Epoch [41][19/25] lr: 1.000e-03, eta: 1 day, 1:26:28, time: 0.521, data_time: 0.072, memory: 6352, loss_activity: 0.6837, loss_completeness: 0.0960, loss_reg: 0.0817, loss: 0.8614, grad_norm: 12.3527 2020-10-05 17:08:24,236 - mmaction - INFO - Epoch [41][20/25] lr: 1.000e-03, eta: 1 day, 1:24:56, time: 0.536, data_time: 0.031, memory: 6352, loss_activity: 0.5500, loss_completeness: 0.0937, loss_reg: 0.0696, loss: 0.7133, grad_norm: 12.8620 2020-10-05 17:08:24,850 - mmaction - INFO - Epoch [41][21/25] lr: 1.000e-03, eta: 1 day, 1:23:26, time: 0.620, data_time: 0.105, memory: 6352, loss_activity: 1.0740, loss_completeness: 0.0924, loss_reg: 0.0751, loss: 1.2415, grad_norm: 20.7180 2020-10-05 17:08:25,373 - mmaction - INFO - Epoch [41][22/25] lr: 1.000e-03, eta: 1 day, 1:21:54, time: 0.546, data_time: 0.065, memory: 6352, loss_activity: 0.5235, loss_completeness: 0.0912, loss_reg: 0.0583, loss: 0.6730, grad_norm: 15.1354 2020-10-05 17:08:25,787 - mmaction - INFO - Epoch [41][23/25] lr: 1.000e-03, eta: 1 day, 1:20:22, time: 0.414, data_time: 0.005, memory: 6352, loss_activity: 0.9772, loss_completeness: 0.1056, loss_reg: 0.0408, loss: 1.1237, grad_norm: 15.3620 2020-10-05 17:08:26,199 - mmaction - INFO - Epoch [41][24/25] lr: 1.000e-03, eta: 1 day, 1:18:49, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.5865, loss_completeness: 0.1026, loss_reg: 0.0236, loss: 0.7127, grad_norm: 17.4479 2020-10-05 17:08:26,606 - mmaction - INFO - Epoch [41][25/25] lr: 1.000e-03, eta: 1 day, 1:17:17, time: 0.408, data_time: 0.008, memory: 6352, loss_activity: 0.1965, loss_completeness: 0.0911, loss_reg: 0.0573, loss: 0.3449, grad_norm: 8.3403 2020-10-05 17:08:33,993 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:11:31,318 - mmaction - INFO - Epoch [42][1/25] lr: 1.000e-03, eta: 1 day, 1:48:40, time: 176.961, data_time: 172.024, memory: 6352, loss_activity: 0.5899, loss_completeness: 0.0845, loss_reg: 0.0394, loss: 0.7137, grad_norm: 20.0677 2020-10-05 17:11:31,980 - mmaction - INFO - Epoch [42][2/25] lr: 1.000e-03, eta: 1 day, 1:47:12, time: 0.948, data_time: 0.448, memory: 6352, loss_activity: 0.7046, loss_completeness: 0.0979, loss_reg: 0.0704, loss: 0.8729, grad_norm: 16.3574 2020-10-05 17:11:32,506 - mmaction - INFO - Epoch [42][3/25] lr: 1.000e-03, eta: 1 day, 1:45:39, time: 0.540, data_time: 0.081, memory: 6352, loss_activity: 0.7566, loss_completeness: 0.0774, loss_reg: 0.0578, loss: 0.8918, grad_norm: 18.1927 2020-10-05 17:11:33,115 - mmaction - INFO - Epoch [42][4/25] lr: 1.000e-03, eta: 1 day, 1:44:08, time: 0.650, data_time: 0.068, memory: 6352, loss_activity: 0.4269, loss_completeness: 0.0791, loss_reg: 0.0529, loss: 0.5589, grad_norm: 15.0827 2020-10-05 17:11:33,714 - mmaction - INFO - Epoch [42][5/25] lr: 1.000e-03, eta: 1 day, 1:42:36, time: 0.508, data_time: 0.068, memory: 6352, loss_activity: 0.3174, loss_completeness: 0.1036, loss_reg: 0.0907, loss: 0.5117, grad_norm: 10.4839 2020-10-05 17:11:34,273 - mmaction - INFO - Epoch [42][6/25] lr: 1.000e-03, eta: 1 day, 1:41:04, time: 0.566, data_time: 0.124, memory: 6352, loss_activity: 0.2107, loss_completeness: 0.0895, loss_reg: 0.0667, loss: 0.3669, grad_norm: 7.3819 2020-10-05 17:11:34,800 - mmaction - INFO - Epoch [42][7/25] lr: 1.000e-03, eta: 1 day, 1:39:34, time: 0.631, data_time: 0.139, memory: 6352, loss_activity: 0.4164, loss_completeness: 0.0944, loss_reg: 0.0694, loss: 0.5802, grad_norm: 10.7891 2020-10-05 17:11:35,311 - mmaction - INFO - Epoch [42][8/25] lr: 1.000e-03, eta: 1 day, 1:38:01, time: 0.455, data_time: 0.018, memory: 6352, loss_activity: 0.4683, loss_completeness: 0.0964, loss_reg: 0.0414, loss: 0.6061, grad_norm: 12.3668 2020-10-05 17:11:35,794 - mmaction - INFO - Epoch [42][9/25] lr: 1.000e-03, eta: 1 day, 1:36:30, time: 0.536, data_time: 0.064, memory: 6352, loss_activity: 0.6227, loss_completeness: 0.0817, loss_reg: 0.0205, loss: 0.7249, grad_norm: 17.3728 2020-10-05 17:11:36,383 - mmaction - INFO - Epoch [42][10/25] lr: 1.000e-03, eta: 1 day, 1:34:59, time: 0.556, data_time: 0.010, memory: 6352, loss_activity: 0.8375, loss_completeness: 0.0893, loss_reg: 0.0438, loss: 0.9705, grad_norm: 21.2328 2020-10-05 17:11:36,884 - mmaction - INFO - Epoch [42][11/25] lr: 1.000e-03, eta: 1 day, 1:33:28, time: 0.537, data_time: 0.054, memory: 6352, loss_activity: 0.2706, loss_completeness: 0.0909, loss_reg: 0.0783, loss: 0.4398, grad_norm: 12.2590 2020-10-05 17:11:37,459 - mmaction - INFO - Epoch [42][12/25] lr: 1.000e-03, eta: 1 day, 1:31:58, time: 0.572, data_time: 0.013, memory: 6352, loss_activity: 0.3495, loss_completeness: 0.0894, loss_reg: 0.0370, loss: 0.4759, grad_norm: 10.3861 2020-10-05 17:11:38,006 - mmaction - INFO - Epoch [42][13/25] lr: 1.000e-03, eta: 1 day, 1:30:27, time: 0.535, data_time: 0.009, memory: 6352, loss_activity: 0.3464, loss_completeness: 0.0998, loss_reg: 0.0640, loss: 0.5102, grad_norm: 10.8698 2020-10-05 17:11:38,517 - mmaction - INFO - Epoch [42][14/25] lr: 1.000e-03, eta: 1 day, 1:28:56, time: 0.515, data_time: 0.021, memory: 6352, loss_activity: 0.4306, loss_completeness: 0.0884, loss_reg: 0.0547, loss: 0.5738, grad_norm: 12.0383 2020-10-05 17:11:39,040 - mmaction - INFO - Epoch [42][15/25] lr: 1.000e-03, eta: 1 day, 1:27:26, time: 0.519, data_time: 0.032, memory: 6352, loss_activity: 0.6159, loss_completeness: 0.0930, loss_reg: 0.0316, loss: 0.7405, grad_norm: 13.8038 2020-10-05 17:11:39,602 - mmaction - INFO - Epoch [42][16/25] lr: 1.000e-03, eta: 1 day, 1:25:56, time: 0.551, data_time: 0.020, memory: 6352, loss_activity: 0.7202, loss_completeness: 0.0709, loss_reg: 0.0589, loss: 0.8500, grad_norm: 17.6441 2020-10-05 17:11:40,118 - mmaction - INFO - Epoch [42][17/25] lr: 1.000e-03, eta: 1 day, 1:24:26, time: 0.532, data_time: 0.032, memory: 6352, loss_activity: 0.8495, loss_completeness: 0.1007, loss_reg: 0.0294, loss: 0.9796, grad_norm: 21.5953 2020-10-05 17:11:40,723 - mmaction - INFO - Epoch [42][18/25] lr: 1.000e-03, eta: 1 day, 1:22:57, time: 0.615, data_time: 0.022, memory: 6352, loss_activity: 0.2162, loss_completeness: 0.1007, loss_reg: 0.1037, loss: 0.4207, grad_norm: 10.5469 2020-10-05 17:11:41,254 - mmaction - INFO - Epoch [42][19/25] lr: 1.000e-03, eta: 1 day, 1:21:27, time: 0.512, data_time: 0.016, memory: 6352, loss_activity: 0.8353, loss_completeness: 0.0913, loss_reg: 0.0885, loss: 1.0151, grad_norm: 23.3459 2020-10-05 17:11:41,881 - mmaction - INFO - Epoch [42][20/25] lr: 1.000e-03, eta: 1 day, 1:19:58, time: 0.543, data_time: 0.024, memory: 6352, loss_activity: 0.2679, loss_completeness: 0.0988, loss_reg: 0.0591, loss: 0.4259, grad_norm: 10.3795 2020-10-05 17:11:42,446 - mmaction - INFO - Epoch [42][21/25] lr: 1.000e-03, eta: 1 day, 1:18:29, time: 0.629, data_time: 0.131, memory: 6352, loss_activity: 0.3581, loss_completeness: 0.0832, loss_reg: 0.0376, loss: 0.4788, grad_norm: 12.3292 2020-10-05 17:11:42,882 - mmaction - INFO - Epoch [42][22/25] lr: 1.000e-03, eta: 1 day, 1:17:00, time: 0.473, data_time: 0.060, memory: 6352, loss_activity: 0.8553, loss_completeness: 0.0768, loss_reg: 0.0320, loss: 0.9642, grad_norm: 19.3649 2020-10-05 17:11:43,294 - mmaction - INFO - Epoch [42][23/25] lr: 1.000e-03, eta: 1 day, 1:15:29, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.6988, loss_completeness: 0.0956, loss_reg: 0.0995, loss: 0.8939, grad_norm: 18.2218 2020-10-05 17:11:43,719 - mmaction - INFO - Epoch [42][24/25] lr: 1.000e-03, eta: 1 day, 1:13:59, time: 0.427, data_time: 0.024, memory: 6352, loss_activity: 0.3970, loss_completeness: 0.0704, loss_reg: 0.0470, loss: 0.5144, grad_norm: 13.2366 2020-10-05 17:11:44,127 - mmaction - INFO - Epoch [42][25/25] lr: 1.000e-03, eta: 1 day, 1:12:29, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.8741, loss_completeness: 0.0973, loss_reg: 0.0303, loss: 1.0018, grad_norm: 20.2807 2020-10-05 17:11:52,846 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:14:59,808 - mmaction - INFO - Epoch [43][1/25] lr: 1.000e-03, eta: 1 day, 1:44:51, time: 186.876, data_time: 183.602, memory: 6352, loss_activity: 0.3797, loss_completeness: 0.0800, loss_reg: 0.0514, loss: 0.5110, grad_norm: 13.6548 2020-10-05 17:15:00,453 - mmaction - INFO - Epoch [43][2/25] lr: 1.000e-03, eta: 1 day, 1:43:22, time: 0.681, data_time: 0.183, memory: 6352, loss_activity: 0.3105, loss_completeness: 0.0840, loss_reg: 0.0891, loss: 0.4835, grad_norm: 11.8663 2020-10-05 17:15:00,927 - mmaction - INFO - Epoch [43][3/25] lr: 1.000e-03, eta: 1 day, 1:41:51, time: 0.508, data_time: 0.075, memory: 6352, loss_activity: 0.3902, loss_completeness: 0.0809, loss_reg: 0.0747, loss: 0.5458, grad_norm: 13.9430 2020-10-05 17:15:01,486 - mmaction - INFO - Epoch [43][4/25] lr: 1.000e-03, eta: 1 day, 1:40:21, time: 0.525, data_time: 0.022, memory: 6352, loss_activity: 1.0820, loss_completeness: 0.0965, loss_reg: 0.0578, loss: 1.2362, grad_norm: 18.0350 2020-10-05 17:15:02,140 - mmaction - INFO - Epoch [43][5/25] lr: 1.000e-03, eta: 1 day, 1:38:53, time: 0.647, data_time: 0.117, memory: 6352, loss_activity: 0.5956, loss_completeness: 0.0935, loss_reg: 0.0645, loss: 0.7537, grad_norm: 17.8376 2020-10-05 17:15:02,612 - mmaction - INFO - Epoch [43][6/25] lr: 1.000e-03, eta: 1 day, 1:37:22, time: 0.487, data_time: 0.060, memory: 6352, loss_activity: 0.4073, loss_completeness: 0.1172, loss_reg: 0.0132, loss: 0.5377, grad_norm: 9.8677 2020-10-05 17:15:03,142 - mmaction - INFO - Epoch [43][7/25] lr: 1.000e-03, eta: 1 day, 1:35:53, time: 0.514, data_time: 0.059, memory: 6352, loss_activity: 0.5628, loss_completeness: 0.1021, loss_reg: 0.0291, loss: 0.6940, grad_norm: 13.4897 2020-10-05 17:15:03,707 - mmaction - INFO - Epoch [43][8/25] lr: 1.000e-03, eta: 1 day, 1:34:23, time: 0.547, data_time: 0.060, memory: 6352, loss_activity: 0.6083, loss_completeness: 0.1066, loss_reg: 0.0532, loss: 0.7681, grad_norm: 11.8845 2020-10-05 17:15:04,162 - mmaction - INFO - Epoch [43][9/25] lr: 1.000e-03, eta: 1 day, 1:32:54, time: 0.527, data_time: 0.078, memory: 6352, loss_activity: 0.4746, loss_completeness: 0.0988, loss_reg: 0.0446, loss: 0.6181, grad_norm: 12.0767 2020-10-05 17:15:04,717 - mmaction - INFO - Epoch [43][10/25] lr: 1.000e-03, eta: 1 day, 1:31:25, time: 0.491, data_time: 0.010, memory: 6352, loss_activity: 0.5231, loss_completeness: 0.0796, loss_reg: 0.0999, loss: 0.7026, grad_norm: 13.9225 2020-10-05 17:15:05,248 - mmaction - INFO - Epoch [43][11/25] lr: 1.000e-03, eta: 1 day, 1:29:56, time: 0.566, data_time: 0.083, memory: 6352, loss_activity: 0.6155, loss_completeness: 0.0889, loss_reg: 0.0536, loss: 0.7580, grad_norm: 15.7507 2020-10-05 17:15:05,804 - mmaction - INFO - Epoch [43][12/25] lr: 1.000e-03, eta: 1 day, 1:28:28, time: 0.569, data_time: 0.037, memory: 6352, loss_activity: 0.4292, loss_completeness: 0.0960, loss_reg: 0.0530, loss: 0.5783, grad_norm: 15.5734 2020-10-05 17:15:06,381 - mmaction - INFO - Epoch [43][13/25] lr: 1.000e-03, eta: 1 day, 1:26:59, time: 0.542, data_time: 0.028, memory: 6352, loss_activity: 0.5407, loss_completeness: 0.1011, loss_reg: 0.0503, loss: 0.6921, grad_norm: 14.7031 2020-10-05 17:15:06,879 - mmaction - INFO - Epoch [43][14/25] lr: 1.000e-03, eta: 1 day, 1:25:31, time: 0.530, data_time: 0.057, memory: 6352, loss_activity: 1.0670, loss_completeness: 0.0931, loss_reg: 0.0407, loss: 1.2007, grad_norm: 23.9710 2020-10-05 17:15:07,545 - mmaction - INFO - Epoch [43][15/25] lr: 1.000e-03, eta: 1 day, 1:24:03, time: 0.589, data_time: 0.024, memory: 6352, loss_activity: 0.3992, loss_completeness: 0.0962, loss_reg: 0.0750, loss: 0.5703, grad_norm: 12.4384 2020-10-05 17:15:08,088 - mmaction - INFO - Epoch [43][16/25] lr: 1.000e-03, eta: 1 day, 1:22:36, time: 0.585, data_time: 0.108, memory: 6352, loss_activity: 0.1631, loss_completeness: 0.0868, loss_reg: 0.0691, loss: 0.3190, grad_norm: 9.6139 2020-10-05 17:15:08,611 - mmaction - INFO - Epoch [43][17/25] lr: 1.000e-03, eta: 1 day, 1:21:08, time: 0.536, data_time: 0.072, memory: 6352, loss_activity: 0.5452, loss_completeness: 0.0999, loss_reg: 0.0237, loss: 0.6687, grad_norm: 15.3924 2020-10-05 17:15:09,128 - mmaction - INFO - Epoch [43][18/25] lr: 1.000e-03, eta: 1 day, 1:19:40, time: 0.531, data_time: 0.048, memory: 6352, loss_activity: 0.1942, loss_completeness: 0.0741, loss_reg: 0.0875, loss: 0.3557, grad_norm: 9.6989 2020-10-05 17:15:09,641 - mmaction - INFO - Epoch [43][19/25] lr: 1.000e-03, eta: 1 day, 1:18:13, time: 0.532, data_time: 0.038, memory: 6352, loss_activity: 0.7931, loss_completeness: 0.1063, loss_reg: 0.0437, loss: 0.9431, grad_norm: 14.6760 2020-10-05 17:15:10,217 - mmaction - INFO - Epoch [43][20/25] lr: 1.000e-03, eta: 1 day, 1:16:46, time: 0.585, data_time: 0.023, memory: 6352, loss_activity: 0.5865, loss_completeness: 0.0875, loss_reg: 0.0577, loss: 0.7318, grad_norm: 21.3383 2020-10-05 17:15:10,941 - mmaction - INFO - Epoch [43][21/25] lr: 1.000e-03, eta: 1 day, 1:15:19, time: 0.604, data_time: 0.061, memory: 6352, loss_activity: 0.8019, loss_completeness: 0.1049, loss_reg: 0.0871, loss: 0.9938, grad_norm: 18.5138 2020-10-05 17:15:11,399 - mmaction - INFO - Epoch [43][22/25] lr: 1.000e-03, eta: 1 day, 1:13:53, time: 0.561, data_time: 0.154, memory: 6352, loss_activity: 0.7412, loss_completeness: 0.0902, loss_reg: 0.0482, loss: 0.8797, grad_norm: 15.6928 2020-10-05 17:15:11,809 - mmaction - INFO - Epoch [43][23/25] lr: 1.000e-03, eta: 1 day, 1:12:25, time: 0.428, data_time: 0.023, memory: 6352, loss_activity: 0.2687, loss_completeness: 0.0881, loss_reg: 0.0438, loss: 0.4006, grad_norm: 11.8575 2020-10-05 17:15:12,220 - mmaction - INFO - Epoch [43][24/25] lr: 1.000e-03, eta: 1 day, 1:10:56, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.5804, loss_completeness: 0.0802, loss_reg: 0.0584, loss: 0.7190, grad_norm: 12.2343 2020-10-05 17:15:12,631 - mmaction - INFO - Epoch [43][25/25] lr: 1.000e-03, eta: 1 day, 1:09:29, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.3468, loss_completeness: 0.0914, loss_reg: 0.0552, loss: 0.4933, grad_norm: 12.9406 2020-10-05 17:15:20,737 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:18:17,953 - mmaction - INFO - Epoch [44][1/25] lr: 1.000e-03, eta: 1 day, 1:39:17, time: 177.113, data_time: 171.163, memory: 6352, loss_activity: 0.4030, loss_completeness: 0.0851, loss_reg: 0.0615, loss: 0.5495, grad_norm: 12.4414 2020-10-05 17:18:18,626 - mmaction - INFO - Epoch [44][2/25] lr: 1.000e-03, eta: 1 day, 1:37:51, time: 0.731, data_time: 0.210, memory: 6352, loss_activity: 0.2497, loss_completeness: 0.0861, loss_reg: 0.0839, loss: 0.4197, grad_norm: 10.5980 2020-10-05 17:18:19,164 - mmaction - INFO - Epoch [44][3/25] lr: 1.000e-03, eta: 1 day, 1:36:22, time: 0.494, data_time: 0.053, memory: 6352, loss_activity: 0.1929, loss_completeness: 0.0905, loss_reg: 0.0767, loss: 0.3600, grad_norm: 10.9937 2020-10-05 17:18:19,744 - mmaction - INFO - Epoch [44][4/25] lr: 1.000e-03, eta: 1 day, 1:34:55, time: 0.548, data_time: 0.104, memory: 6352, loss_activity: 0.2757, loss_completeness: 0.0959, loss_reg: 0.0509, loss: 0.4225, grad_norm: 10.8103 2020-10-05 17:18:20,273 - mmaction - INFO - Epoch [44][5/25] lr: 1.000e-03, eta: 1 day, 1:33:28, time: 0.623, data_time: 0.133, memory: 6352, loss_activity: 0.3084, loss_completeness: 0.0842, loss_reg: 0.0416, loss: 0.4342, grad_norm: 9.7317 2020-10-05 17:18:20,758 - mmaction - INFO - Epoch [44][6/25] lr: 1.000e-03, eta: 1 day, 1:32:00, time: 0.484, data_time: 0.031, memory: 6352, loss_activity: 0.3285, loss_completeness: 0.0811, loss_reg: 0.0953, loss: 0.5049, grad_norm: 9.3916 2020-10-05 17:18:21,271 - mmaction - INFO - Epoch [44][7/25] lr: 1.000e-03, eta: 1 day, 1:30:32, time: 0.495, data_time: 0.035, memory: 6352, loss_activity: 0.6547, loss_completeness: 0.1021, loss_reg: 0.0518, loss: 0.8086, grad_norm: 14.7985 2020-10-05 17:18:21,939 - mmaction - INFO - Epoch [44][8/25] lr: 1.000e-03, eta: 1 day, 1:29:06, time: 0.650, data_time: 0.113, memory: 6352, loss_activity: 0.3528, loss_completeness: 0.0836, loss_reg: 0.0848, loss: 0.5213, grad_norm: 12.6919 2020-10-05 17:18:22,391 - mmaction - INFO - Epoch [44][9/25] lr: 1.000e-03, eta: 1 day, 1:27:39, time: 0.501, data_time: 0.070, memory: 6352, loss_activity: 0.5642, loss_completeness: 0.0833, loss_reg: 0.0424, loss: 0.6899, grad_norm: 13.5976 2020-10-05 17:18:23,002 - mmaction - INFO - Epoch [44][10/25] lr: 1.000e-03, eta: 1 day, 1:26:12, time: 0.517, data_time: 0.019, memory: 6352, loss_activity: 0.9827, loss_completeness: 0.1056, loss_reg: 0.0793, loss: 1.1676, grad_norm: 17.8729 2020-10-05 17:18:23,476 - mmaction - INFO - Epoch [44][11/25] lr: 1.000e-03, eta: 1 day, 1:24:45, time: 0.576, data_time: 0.142, memory: 6352, loss_activity: 0.5136, loss_completeness: 0.0788, loss_reg: 0.0776, loss: 0.6699, grad_norm: 16.3297 2020-10-05 17:18:24,163 - mmaction - INFO - Epoch [44][12/25] lr: 1.000e-03, eta: 1 day, 1:23:20, time: 0.617, data_time: 0.020, memory: 6352, loss_activity: 0.5717, loss_completeness: 0.0830, loss_reg: 0.0431, loss: 0.6977, grad_norm: 19.6339 2020-10-05 17:18:24,764 - mmaction - INFO - Epoch [44][13/25] lr: 1.000e-03, eta: 1 day, 1:21:55, time: 0.652, data_time: 0.082, memory: 6352, loss_activity: 0.4505, loss_completeness: 0.0987, loss_reg: 0.0595, loss: 0.6087, grad_norm: 14.2005 2020-10-05 17:18:25,243 - mmaction - INFO - Epoch [44][14/25] lr: 1.000e-03, eta: 1 day, 1:20:28, time: 0.478, data_time: 0.031, memory: 6352, loss_activity: 0.4833, loss_completeness: 0.0873, loss_reg: 0.0594, loss: 0.6300, grad_norm: 13.1562 2020-10-05 17:18:25,759 - mmaction - INFO - Epoch [44][15/25] lr: 1.000e-03, eta: 1 day, 1:19:01, time: 0.513, data_time: 0.082, memory: 6352, loss_activity: 0.4437, loss_completeness: 0.0911, loss_reg: 0.0597, loss: 0.5945, grad_norm: 11.8490 2020-10-05 17:18:26,314 - mmaction - INFO - Epoch [44][16/25] lr: 1.000e-03, eta: 1 day, 1:17:36, time: 0.564, data_time: 0.036, memory: 6352, loss_activity: 0.5682, loss_completeness: 0.0942, loss_reg: 0.0339, loss: 0.6963, grad_norm: 21.3549 2020-10-05 17:18:26,955 - mmaction - INFO - Epoch [44][17/25] lr: 1.000e-03, eta: 1 day, 1:16:10, time: 0.570, data_time: 0.027, memory: 6352, loss_activity: 0.5798, loss_completeness: 0.0875, loss_reg: 0.0638, loss: 0.7311, grad_norm: 13.1132 2020-10-05 17:18:27,442 - mmaction - INFO - Epoch [44][18/25] lr: 1.000e-03, eta: 1 day, 1:14:45, time: 0.571, data_time: 0.102, memory: 6352, loss_activity: 0.4728, loss_completeness: 0.0890, loss_reg: 0.0458, loss: 0.6075, grad_norm: 10.3443 2020-10-05 17:18:27,900 - mmaction - INFO - Epoch [44][19/25] lr: 1.000e-03, eta: 1 day, 1:13:19, time: 0.447, data_time: 0.014, memory: 6352, loss_activity: 0.1326, loss_completeness: 0.0998, loss_reg: 0.0381, loss: 0.2705, grad_norm: 6.8182 2020-10-05 17:18:28,531 - mmaction - INFO - Epoch [44][20/25] lr: 1.000e-03, eta: 1 day, 1:11:54, time: 0.545, data_time: 0.023, memory: 6352, loss_activity: 0.2837, loss_completeness: 0.1037, loss_reg: 0.0800, loss: 0.4673, grad_norm: 11.2761 2020-10-05 17:18:29,208 - mmaction - INFO - Epoch [44][21/25] lr: 1.000e-03, eta: 1 day, 1:10:30, time: 0.686, data_time: 0.177, memory: 6352, loss_activity: 0.3223, loss_completeness: 0.0996, loss_reg: 0.0789, loss: 0.5007, grad_norm: 9.9390 2020-10-05 17:18:29,665 - mmaction - INFO - Epoch [44][22/25] lr: 1.000e-03, eta: 1 day, 1:09:05, time: 0.553, data_time: 0.145, memory: 6352, loss_activity: 0.2116, loss_completeness: 0.1123, loss_reg: 0.0546, loss: 0.3785, grad_norm: 10.5461 2020-10-05 17:18:30,075 - mmaction - INFO - Epoch [44][23/25] lr: 1.000e-03, eta: 1 day, 1:07:39, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.2331, loss_completeness: 0.1079, loss_reg: 0.0353, loss: 0.3763, grad_norm: 11.0367 2020-10-05 17:18:30,484 - mmaction - INFO - Epoch [44][24/25] lr: 1.000e-03, eta: 1 day, 1:06:13, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.3832, loss_completeness: 0.0678, loss_reg: 0.0322, loss: 0.4832, grad_norm: 9.9122 2020-10-05 17:18:30,894 - mmaction - INFO - Epoch [44][25/25] lr: 1.000e-03, eta: 1 day, 1:04:47, time: 0.410, data_time: 0.009, memory: 6352, loss_activity: 0.6256, loss_completeness: 0.1136, loss_reg: 0.0993, loss: 0.8385, grad_norm: 15.2440 2020-10-05 17:18:40,062 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:21:49,531 - mmaction - INFO - Epoch [45][1/25] lr: 1.000e-03, eta: 1 day, 1:35:58, time: 189.349, data_time: 182.999, memory: 6352, loss_activity: 0.6053, loss_completeness: 0.0792, loss_reg: 0.0613, loss: 0.7459, grad_norm: 16.0498 2020-10-05 17:21:50,188 - mmaction - INFO - Epoch [45][2/25] lr: 1.000e-03, eta: 1 day, 1:34:34, time: 0.734, data_time: 0.230, memory: 6352, loss_activity: 0.5917, loss_completeness: 0.1017, loss_reg: 0.0501, loss: 0.7435, grad_norm: 16.2483 2020-10-05 17:21:50,771 - mmaction - INFO - Epoch [45][3/25] lr: 1.000e-03, eta: 1 day, 1:33:07, time: 0.485, data_time: 0.054, memory: 6352, loss_activity: 0.6799, loss_completeness: 0.1002, loss_reg: 0.0372, loss: 0.8173, grad_norm: 16.0089 2020-10-05 17:21:51,331 - mmaction - INFO - Epoch [45][4/25] lr: 1.000e-03, eta: 1 day, 1:31:41, time: 0.566, data_time: 0.159, memory: 6352, loss_activity: 0.2659, loss_completeness: 0.0763, loss_reg: 0.0230, loss: 0.3652, grad_norm: 12.8752 2020-10-05 17:21:51,835 - mmaction - INFO - Epoch [45][5/25] lr: 1.000e-03, eta: 1 day, 1:30:17, time: 0.636, data_time: 0.140, memory: 6352, loss_activity: 0.6383, loss_completeness: 0.1009, loss_reg: 0.0569, loss: 0.7962, grad_norm: 18.7388 2020-10-05 17:21:52,322 - mmaction - INFO - Epoch [45][6/25] lr: 1.000e-03, eta: 1 day, 1:28:51, time: 0.468, data_time: 0.016, memory: 6352, loss_activity: 0.4270, loss_completeness: 0.0683, loss_reg: 0.1278, loss: 0.6231, grad_norm: 19.9109 2020-10-05 17:21:52,881 - mmaction - INFO - Epoch [45][7/25] lr: 1.000e-03, eta: 1 day, 1:27:26, time: 0.578, data_time: 0.024, memory: 6352, loss_activity: 0.3965, loss_completeness: 0.0751, loss_reg: 0.0730, loss: 0.5445, grad_norm: 14.4534 2020-10-05 17:21:53,343 - mmaction - INFO - Epoch [45][8/25] lr: 1.000e-03, eta: 1 day, 1:25:59, time: 0.445, data_time: 0.009, memory: 6352, loss_activity: 0.0720, loss_completeness: 0.0848, loss_reg: 0.0421, loss: 0.1989, grad_norm: 5.2749 2020-10-05 17:21:53,868 - mmaction - INFO - Epoch [45][9/25] lr: 1.000e-03, eta: 1 day, 1:24:34, time: 0.468, data_time: 0.038, memory: 6352, loss_activity: 0.3384, loss_completeness: 0.1037, loss_reg: 0.0579, loss: 0.5000, grad_norm: 15.4011 2020-10-05 17:21:54,364 - mmaction - INFO - Epoch [45][10/25] lr: 1.000e-03, eta: 1 day, 1:23:09, time: 0.551, data_time: 0.079, memory: 6352, loss_activity: 0.2438, loss_completeness: 0.0988, loss_reg: 0.0236, loss: 0.3661, grad_norm: 8.3090 2020-10-05 17:21:54,884 - mmaction - INFO - Epoch [45][11/25] lr: 1.000e-03, eta: 1 day, 1:21:44, time: 0.491, data_time: 0.036, memory: 6352, loss_activity: 0.2455, loss_completeness: 0.0985, loss_reg: 0.0245, loss: 0.3686, grad_norm: 9.8336 2020-10-05 17:21:55,386 - mmaction - INFO - Epoch [45][12/25] lr: 1.000e-03, eta: 1 day, 1:20:19, time: 0.538, data_time: 0.053, memory: 6352, loss_activity: 0.4024, loss_completeness: 0.0596, loss_reg: 0.0700, loss: 0.5320, grad_norm: 11.1141 2020-10-05 17:21:55,997 - mmaction - INFO - Epoch [45][13/25] lr: 1.000e-03, eta: 1 day, 1:18:55, time: 0.602, data_time: 0.018, memory: 6352, loss_activity: 0.8045, loss_completeness: 0.1126, loss_reg: 0.0537, loss: 0.9709, grad_norm: 16.5696 2020-10-05 17:21:56,594 - mmaction - INFO - Epoch [45][14/25] lr: 1.000e-03, eta: 1 day, 1:17:32, time: 0.618, data_time: 0.058, memory: 6352, loss_activity: 1.0374, loss_completeness: 0.1160, loss_reg: 0.0440, loss: 1.1974, grad_norm: 22.3130 2020-10-05 17:21:57,154 - mmaction - INFO - Epoch [45][15/25] lr: 1.000e-03, eta: 1 day, 1:16:08, time: 0.535, data_time: 0.015, memory: 6352, loss_activity: 0.1806, loss_completeness: 0.0732, loss_reg: 0.0768, loss: 0.3305, grad_norm: 6.5849 2020-10-05 17:21:57,715 - mmaction - INFO - Epoch [45][16/25] lr: 1.000e-03, eta: 1 day, 1:14:43, time: 0.514, data_time: 0.031, memory: 6352, loss_activity: 0.7425, loss_completeness: 0.1132, loss_reg: 0.0660, loss: 0.9217, grad_norm: 15.9362 2020-10-05 17:21:58,228 - mmaction - INFO - Epoch [45][17/25] lr: 1.000e-03, eta: 1 day, 1:13:20, time: 0.556, data_time: 0.079, memory: 6352, loss_activity: 0.6401, loss_completeness: 0.0881, loss_reg: 0.0677, loss: 0.7959, grad_norm: 17.8751 2020-10-05 17:21:58,662 - mmaction - INFO - Epoch [45][18/25] lr: 1.000e-03, eta: 1 day, 1:11:55, time: 0.462, data_time: 0.034, memory: 6352, loss_activity: 0.3411, loss_completeness: 0.1029, loss_reg: 0.0392, loss: 0.4832, grad_norm: 9.3977 2020-10-05 17:21:59,200 - mmaction - INFO - Epoch [45][19/25] lr: 1.000e-03, eta: 1 day, 1:10:31, time: 0.511, data_time: 0.006, memory: 6352, loss_activity: 0.4430, loss_completeness: 0.0898, loss_reg: 0.0275, loss: 0.5603, grad_norm: 15.0859 2020-10-05 17:21:59,750 - mmaction - INFO - Epoch [45][20/25] lr: 1.000e-03, eta: 1 day, 1:09:08, time: 0.574, data_time: 0.039, memory: 6352, loss_activity: 0.4547, loss_completeness: 0.0954, loss_reg: 0.0980, loss: 0.6481, grad_norm: 13.3768 2020-10-05 17:22:00,368 - mmaction - INFO - Epoch [45][21/25] lr: 1.000e-03, eta: 1 day, 1:07:46, time: 0.619, data_time: 0.076, memory: 6352, loss_activity: 0.4706, loss_completeness: 0.0956, loss_reg: 0.0403, loss: 0.6065, grad_norm: 14.6763 2020-10-05 17:22:00,872 - mmaction - INFO - Epoch [45][22/25] lr: 1.000e-03, eta: 1 day, 1:06:22, time: 0.500, data_time: 0.046, memory: 6352, loss_activity: 0.2284, loss_completeness: 0.0875, loss_reg: 0.0412, loss: 0.3571, grad_norm: 9.2030 2020-10-05 17:22:01,286 - mmaction - INFO - Epoch [45][23/25] lr: 1.000e-03, eta: 1 day, 1:04:58, time: 0.418, data_time: 0.013, memory: 6352, loss_activity: 0.1806, loss_completeness: 0.0854, loss_reg: 0.0466, loss: 0.3126, grad_norm: 8.8461 2020-10-05 17:22:01,694 - mmaction - INFO - Epoch [45][24/25] lr: 1.000e-03, eta: 1 day, 1:03:34, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.5954, loss_completeness: 0.0845, loss_reg: 0.0437, loss: 0.7237, grad_norm: 15.3201 2020-10-05 17:22:02,103 - mmaction - INFO - Epoch [45][25/25] lr: 1.000e-03, eta: 1 day, 1:02:10, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.6714, loss_completeness: 0.1002, loss_reg: 0.0547, loss: 0.8264, grad_norm: 19.2553 2020-10-05 17:22:10,136 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-05 17:22:10,593 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:25:01,609 - mmaction - INFO - Epoch [46][1/25] lr: 1.000e-03, eta: 1 day, 1:29:28, time: 170.877, data_time: 165.999, memory: 6352, loss_activity: 0.4642, loss_completeness: 0.0963, loss_reg: 0.0307, loss: 0.5912, grad_norm: 16.9623 2020-10-05 17:25:02,290 - mmaction - INFO - Epoch [46][2/25] lr: 1.000e-03, eta: 1 day, 1:28:07, time: 0.817, data_time: 0.271, memory: 6352, loss_activity: 1.3066, loss_completeness: 0.1013, loss_reg: 0.0504, loss: 1.4582, grad_norm: 17.8840 2020-10-05 17:25:02,805 - mmaction - INFO - Epoch [46][3/25] lr: 1.000e-03, eta: 1 day, 1:26:43, time: 0.512, data_time: 0.023, memory: 6352, loss_activity: 0.2728, loss_completeness: 0.0921, loss_reg: 0.0758, loss: 0.4407, grad_norm: 8.0669 2020-10-05 17:25:03,348 - mmaction - INFO - Epoch [46][4/25] lr: 1.000e-03, eta: 1 day, 1:25:19, time: 0.505, data_time: 0.021, memory: 6352, loss_activity: 0.3854, loss_completeness: 0.0998, loss_reg: 0.0162, loss: 0.5014, grad_norm: 13.4015 2020-10-05 17:25:03,892 - mmaction - INFO - Epoch [46][5/25] lr: 1.000e-03, eta: 1 day, 1:23:55, time: 0.542, data_time: 0.049, memory: 6352, loss_activity: 0.4169, loss_completeness: 0.1035, loss_reg: 0.0820, loss: 0.6025, grad_norm: 13.1049 2020-10-05 17:25:04,464 - mmaction - INFO - Epoch [46][6/25] lr: 1.000e-03, eta: 1 day, 1:22:32, time: 0.614, data_time: 0.102, memory: 6352, loss_activity: 0.4386, loss_completeness: 0.0972, loss_reg: 0.0265, loss: 0.5623, grad_norm: 12.1400 2020-10-05 17:25:05,021 - mmaction - INFO - Epoch [46][7/25] lr: 1.000e-03, eta: 1 day, 1:21:09, time: 0.525, data_time: 0.017, memory: 6352, loss_activity: 0.7124, loss_completeness: 0.0602, loss_reg: 0.0439, loss: 0.8165, grad_norm: 20.6126 2020-10-05 17:25:05,524 - mmaction - INFO - Epoch [46][8/25] lr: 1.000e-03, eta: 1 day, 1:19:46, time: 0.535, data_time: 0.039, memory: 6352, loss_activity: 0.0901, loss_completeness: 0.0786, loss_reg: 0.0274, loss: 0.1960, grad_norm: 5.4519 2020-10-05 17:25:06,084 - mmaction - INFO - Epoch [46][9/25] lr: 1.000e-03, eta: 1 day, 1:18:22, time: 0.499, data_time: 0.019, memory: 6352, loss_activity: 0.7674, loss_completeness: 0.1051, loss_reg: 0.0453, loss: 0.9178, grad_norm: 14.8582 2020-10-05 17:25:06,656 - mmaction - INFO - Epoch [46][10/25] lr: 1.000e-03, eta: 1 day, 1:17:00, time: 0.599, data_time: 0.071, memory: 6352, loss_activity: 0.4597, loss_completeness: 0.1074, loss_reg: 0.0470, loss: 0.6141, grad_norm: 14.6533 2020-10-05 17:25:07,168 - mmaction - INFO - Epoch [46][11/25] lr: 1.000e-03, eta: 1 day, 1:15:37, time: 0.503, data_time: 0.041, memory: 6352, loss_activity: 0.9051, loss_completeness: 0.1009, loss_reg: 0.0579, loss: 1.0639, grad_norm: 16.9933 2020-10-05 17:25:07,716 - mmaction - INFO - Epoch [46][12/25] lr: 1.000e-03, eta: 1 day, 1:14:15, time: 0.572, data_time: 0.049, memory: 6352, loss_activity: 0.3128, loss_completeness: 0.0948, loss_reg: 0.0497, loss: 0.4574, grad_norm: 8.6994 2020-10-05 17:25:08,390 - mmaction - INFO - Epoch [46][13/25] lr: 1.000e-03, eta: 1 day, 1:12:53, time: 0.604, data_time: 0.025, memory: 6352, loss_activity: 0.6113, loss_completeness: 0.1159, loss_reg: 0.0749, loss: 0.8022, grad_norm: 18.0989 2020-10-05 17:25:08,943 - mmaction - INFO - Epoch [46][14/25] lr: 1.000e-03, eta: 1 day, 1:11:31, time: 0.538, data_time: 0.093, memory: 6352, loss_activity: 0.3672, loss_completeness: 0.0896, loss_reg: 0.0328, loss: 0.4896, grad_norm: 13.7882 2020-10-05 17:25:09,437 - mmaction - INFO - Epoch [46][15/25] lr: 1.000e-03, eta: 1 day, 1:10:08, time: 0.544, data_time: 0.111, memory: 6352, loss_activity: 0.5430, loss_completeness: 0.0876, loss_reg: 0.0223, loss: 0.6530, grad_norm: 14.1422 2020-10-05 17:25:09,923 - mmaction - INFO - Epoch [46][16/25] lr: 1.000e-03, eta: 1 day, 1:08:46, time: 0.527, data_time: 0.065, memory: 6352, loss_activity: 0.6304, loss_completeness: 0.0969, loss_reg: 0.0525, loss: 0.7797, grad_norm: 17.1924 2020-10-05 17:25:10,490 - mmaction - INFO - Epoch [46][17/25] lr: 1.000e-03, eta: 1 day, 1:07:25, time: 0.581, data_time: 0.021, memory: 6352, loss_activity: 0.4976, loss_completeness: 0.0841, loss_reg: 0.1001, loss: 0.6817, grad_norm: 14.0016 2020-10-05 17:25:11,033 - mmaction - INFO - Epoch [46][18/25] lr: 1.000e-03, eta: 1 day, 1:06:03, time: 0.526, data_time: 0.011, memory: 6352, loss_activity: 1.0960, loss_completeness: 0.0830, loss_reg: 0.0431, loss: 1.2221, grad_norm: 23.4884 2020-10-05 17:25:11,590 - mmaction - INFO - Epoch [46][19/25] lr: 1.000e-03, eta: 1 day, 1:04:42, time: 0.574, data_time: 0.023, memory: 6352, loss_activity: 0.2681, loss_completeness: 0.0718, loss_reg: 0.0741, loss: 0.4140, grad_norm: 13.9229 2020-10-05 17:25:12,137 - mmaction - INFO - Epoch [46][20/25] lr: 1.000e-03, eta: 1 day, 1:03:20, time: 0.538, data_time: 0.008, memory: 6352, loss_activity: 0.3106, loss_completeness: 0.0792, loss_reg: 0.0376, loss: 0.4274, grad_norm: 10.8499 2020-10-05 17:25:12,718 - mmaction - INFO - Epoch [46][21/25] lr: 1.000e-03, eta: 1 day, 1:01:59, time: 0.513, data_time: 0.057, memory: 6352, loss_activity: 0.5394, loss_completeness: 0.1013, loss_reg: 0.0531, loss: 0.6938, grad_norm: 20.3153 2020-10-05 17:25:13,207 - mmaction - INFO - Epoch [46][22/25] lr: 1.000e-03, eta: 1 day, 1:00:38, time: 0.552, data_time: 0.131, memory: 6352, loss_activity: 0.9561, loss_completeness: 0.1100, loss_reg: 0.0581, loss: 1.1242, grad_norm: 18.6636 2020-10-05 17:25:13,630 - mmaction - INFO - Epoch [46][23/25] lr: 1.000e-03, eta: 1 day, 0:59:16, time: 0.429, data_time: 0.018, memory: 6352, loss_activity: 0.7006, loss_completeness: 0.0870, loss_reg: 0.0301, loss: 0.8177, grad_norm: 13.1061 2020-10-05 17:25:14,043 - mmaction - INFO - Epoch [46][24/25] lr: 1.000e-03, eta: 1 day, 0:57:53, time: 0.413, data_time: 0.011, memory: 6352, loss_activity: 0.7405, loss_completeness: 0.0848, loss_reg: 0.1218, loss: 0.9471, grad_norm: 14.0938 2020-10-05 17:25:14,459 - mmaction - INFO - Epoch [46][25/25] lr: 1.000e-03, eta: 1 day, 0:56:31, time: 0.414, data_time: 0.012, memory: 6352, loss_activity: 0.4095, loss_completeness: 0.0993, loss_reg: 0.1056, loss: 0.6144, grad_norm: 11.3572 2020-10-05 17:25:22,000 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:28:22,195 - mmaction - INFO - Epoch [47][1/25] lr: 1.000e-03, eta: 1 day, 1:24:40, time: 180.012, data_time: 174.780, memory: 6352, loss_activity: 0.7672, loss_completeness: 0.1016, loss_reg: 0.0367, loss: 0.9055, grad_norm: 17.1916 2020-10-05 17:28:22,799 - mmaction - INFO - Epoch [47][2/25] lr: 1.000e-03, eta: 1 day, 1:23:21, time: 0.762, data_time: 0.282, memory: 6352, loss_activity: 0.6865, loss_completeness: 0.1111, loss_reg: 0.1014, loss: 0.8990, grad_norm: 12.3939 2020-10-05 17:28:23,386 - mmaction - INFO - Epoch [47][3/25] lr: 1.000e-03, eta: 1 day, 1:21:58, time: 0.461, data_time: 0.029, memory: 6352, loss_activity: 0.4478, loss_completeness: 0.1040, loss_reg: 0.0287, loss: 0.5804, grad_norm: 9.3928 2020-10-05 17:28:23,905 - mmaction - INFO - Epoch [47][4/25] lr: 1.000e-03, eta: 1 day, 1:20:36, time: 0.579, data_time: 0.170, memory: 6352, loss_activity: 0.4788, loss_completeness: 0.0614, loss_reg: 0.0594, loss: 0.5997, grad_norm: 13.6914 2020-10-05 17:28:24,365 - mmaction - INFO - Epoch [47][5/25] lr: 1.000e-03, eta: 1 day, 1:19:14, time: 0.532, data_time: 0.096, memory: 6352, loss_activity: 0.3092, loss_completeness: 0.0839, loss_reg: 0.0792, loss: 0.4723, grad_norm: 10.4808 2020-10-05 17:28:25,003 - mmaction - INFO - Epoch [47][6/25] lr: 1.000e-03, eta: 1 day, 1:17:54, time: 0.640, data_time: 0.036, memory: 6352, loss_activity: 0.8344, loss_completeness: 0.0986, loss_reg: 0.0308, loss: 0.9638, grad_norm: 15.4304 2020-10-05 17:28:25,507 - mmaction - INFO - Epoch [47][7/25] lr: 1.000e-03, eta: 1 day, 1:16:32, time: 0.478, data_time: 0.028, memory: 6352, loss_activity: 0.6310, loss_completeness: 0.0899, loss_reg: 0.0393, loss: 0.7602, grad_norm: 12.9904 2020-10-05 17:28:26,073 - mmaction - INFO - Epoch [47][8/25] lr: 1.000e-03, eta: 1 day, 1:15:10, time: 0.522, data_time: 0.046, memory: 6352, loss_activity: 0.5612, loss_completeness: 0.0969, loss_reg: 0.0582, loss: 0.7162, grad_norm: 13.2207 2020-10-05 17:28:26,674 - mmaction - INFO - Epoch [47][9/25] lr: 1.000e-03, eta: 1 day, 1:13:50, time: 0.647, data_time: 0.091, memory: 6352, loss_activity: 0.6031, loss_completeness: 0.0669, loss_reg: 0.0703, loss: 0.7402, grad_norm: 11.0234 2020-10-05 17:28:27,202 - mmaction - INFO - Epoch [47][10/25] lr: 1.000e-03, eta: 1 day, 1:12:29, time: 0.566, data_time: 0.044, memory: 6352, loss_activity: 0.4443, loss_completeness: 0.0917, loss_reg: 0.1345, loss: 0.6704, grad_norm: 9.5212 2020-10-05 17:28:27,732 - mmaction - INFO - Epoch [47][11/25] lr: 1.000e-03, eta: 1 day, 1:11:08, time: 0.509, data_time: 0.016, memory: 6352, loss_activity: 0.6065, loss_completeness: 0.1018, loss_reg: 0.0395, loss: 0.7479, grad_norm: 15.1862 2020-10-05 17:28:28,308 - mmaction - INFO - Epoch [47][12/25] lr: 1.000e-03, eta: 1 day, 1:09:47, time: 0.526, data_time: 0.028, memory: 6352, loss_activity: 0.4503, loss_completeness: 0.1038, loss_reg: 0.0514, loss: 0.6055, grad_norm: 11.5999 2020-10-05 17:28:28,870 - mmaction - INFO - Epoch [47][13/25] lr: 1.000e-03, eta: 1 day, 1:08:27, time: 0.610, data_time: 0.077, memory: 6352, loss_activity: 0.5155, loss_completeness: 0.0675, loss_reg: 0.0769, loss: 0.6598, grad_norm: 15.7076 2020-10-05 17:28:29,421 - mmaction - INFO - Epoch [47][14/25] lr: 1.000e-03, eta: 1 day, 1:07:07, time: 0.573, data_time: 0.029, memory: 6352, loss_activity: 0.6355, loss_completeness: 0.0857, loss_reg: 0.0185, loss: 0.7396, grad_norm: 11.5730 2020-10-05 17:28:30,024 - mmaction - INFO - Epoch [47][15/25] lr: 1.000e-03, eta: 1 day, 1:05:47, time: 0.560, data_time: 0.004, memory: 6352, loss_activity: 0.9047, loss_completeness: 0.0928, loss_reg: 0.0469, loss: 1.0444, grad_norm: 17.7447 2020-10-05 17:28:30,659 - mmaction - INFO - Epoch [47][16/25] lr: 1.000e-03, eta: 1 day, 1:04:27, time: 0.577, data_time: 0.049, memory: 6352, loss_activity: 0.5539, loss_completeness: 0.0890, loss_reg: 0.0633, loss: 0.7062, grad_norm: 12.1186 2020-10-05 17:28:31,297 - mmaction - INFO - Epoch [47][17/25] lr: 1.000e-03, eta: 1 day, 1:03:09, time: 0.715, data_time: 0.109, memory: 6352, loss_activity: 0.5719, loss_completeness: 0.0832, loss_reg: 0.0572, loss: 0.7124, grad_norm: 20.0626 2020-10-05 17:28:31,739 - mmaction - INFO - Epoch [47][18/25] lr: 1.000e-03, eta: 1 day, 1:01:48, time: 0.461, data_time: 0.029, memory: 6352, loss_activity: 0.9130, loss_completeness: 0.1000, loss_reg: 0.0294, loss: 1.0424, grad_norm: 18.6515 2020-10-05 17:28:32,291 - mmaction - INFO - Epoch [47][19/25] lr: 1.000e-03, eta: 1 day, 1:00:29, time: 0.557, data_time: 0.028, memory: 6352, loss_activity: 0.6504, loss_completeness: 0.1111, loss_reg: 0.0701, loss: 0.8316, grad_norm: 13.2637 2020-10-05 17:28:32,893 - mmaction - INFO - Epoch [47][20/25] lr: 1.000e-03, eta: 1 day, 0:59:09, time: 0.567, data_time: 0.032, memory: 6352, loss_activity: 0.4834, loss_completeness: 0.0842, loss_reg: 0.0165, loss: 0.5841, grad_norm: 11.9964 2020-10-05 17:28:33,452 - mmaction - INFO - Epoch [47][21/25] lr: 1.000e-03, eta: 1 day, 0:57:50, time: 0.583, data_time: 0.086, memory: 6352, loss_activity: 0.4285, loss_completeness: 0.0914, loss_reg: 0.0558, loss: 0.5757, grad_norm: 12.2017 2020-10-05 17:28:33,948 - mmaction - INFO - Epoch [47][22/25] lr: 1.000e-03, eta: 1 day, 0:56:30, time: 0.497, data_time: 0.018, memory: 6352, loss_activity: 0.3796, loss_completeness: 0.0924, loss_reg: 0.0569, loss: 0.5289, grad_norm: 11.8764 2020-10-05 17:28:34,374 - mmaction - INFO - Epoch [47][23/25] lr: 1.000e-03, eta: 1 day, 0:55:10, time: 0.436, data_time: 0.017, memory: 6352, loss_activity: 0.2261, loss_completeness: 0.0854, loss_reg: 0.0412, loss: 0.3527, grad_norm: 7.3325 2020-10-05 17:28:34,797 - mmaction - INFO - Epoch [47][24/25] lr: 1.000e-03, eta: 1 day, 0:53:50, time: 0.423, data_time: 0.019, memory: 6352, loss_activity: 0.3467, loss_completeness: 0.0839, loss_reg: 0.0417, loss: 0.4722, grad_norm: 14.8277 2020-10-05 17:28:35,208 - mmaction - INFO - Epoch [47][25/25] lr: 1.000e-03, eta: 1 day, 0:52:30, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.7127, loss_completeness: 0.0967, loss_reg: 0.0517, loss: 0.8610, grad_norm: 18.2879 2020-10-05 17:28:44,511 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:31:48,830 - mmaction - INFO - Epoch [48][1/25] lr: 1.000e-03, eta: 1 day, 1:20:38, time: 184.089, data_time: 178.493, memory: 6352, loss_activity: 0.4279, loss_completeness: 0.0760, loss_reg: 0.0503, loss: 0.5541, grad_norm: 13.5055 2020-10-05 17:31:49,478 - mmaction - INFO - Epoch [48][2/25] lr: 1.000e-03, eta: 1 day, 1:19:20, time: 0.767, data_time: 0.335, memory: 6352, loss_activity: 0.8727, loss_completeness: 0.1006, loss_reg: 0.0750, loss: 1.0484, grad_norm: 20.7304 2020-10-05 17:31:50,073 - mmaction - INFO - Epoch [48][3/25] lr: 1.000e-03, eta: 1 day, 1:18:00, time: 0.588, data_time: 0.130, memory: 6352, loss_activity: 0.2713, loss_completeness: 0.0774, loss_reg: 0.0381, loss: 0.3868, grad_norm: 11.0970 2020-10-05 17:31:50,550 - mmaction - INFO - Epoch [48][4/25] lr: 1.000e-03, eta: 1 day, 1:16:40, time: 0.563, data_time: 0.127, memory: 6352, loss_activity: 0.2235, loss_completeness: 0.0803, loss_reg: 0.0723, loss: 0.3761, grad_norm: 9.7502 2020-10-05 17:31:51,003 - mmaction - INFO - Epoch [48][5/25] lr: 1.000e-03, eta: 1 day, 1:15:20, time: 0.479, data_time: 0.053, memory: 6352, loss_activity: 0.3128, loss_completeness: 0.0997, loss_reg: 0.0834, loss: 0.4960, grad_norm: 11.5516 2020-10-05 17:31:51,602 - mmaction - INFO - Epoch [48][6/25] lr: 1.000e-03, eta: 1 day, 1:14:00, time: 0.516, data_time: 0.008, memory: 6352, loss_activity: 0.1293, loss_completeness: 0.0861, loss_reg: 0.0315, loss: 0.2469, grad_norm: 8.7991 2020-10-05 17:31:52,149 - mmaction - INFO - Epoch [48][7/25] lr: 1.000e-03, eta: 1 day, 1:12:40, time: 0.594, data_time: 0.104, memory: 6352, loss_activity: 0.5118, loss_completeness: 0.0864, loss_reg: 0.0733, loss: 0.6714, grad_norm: 15.8482 2020-10-05 17:31:52,650 - mmaction - INFO - Epoch [48][8/25] lr: 1.000e-03, eta: 1 day, 1:11:21, time: 0.510, data_time: 0.048, memory: 6352, loss_activity: 0.2545, loss_completeness: 0.0729, loss_reg: 0.0517, loss: 0.3791, grad_norm: 7.3911 2020-10-05 17:31:53,166 - mmaction - INFO - Epoch [48][9/25] lr: 1.000e-03, eta: 1 day, 1:10:01, time: 0.518, data_time: 0.036, memory: 6352, loss_activity: 0.8301, loss_completeness: 0.1029, loss_reg: 0.0453, loss: 0.9783, grad_norm: 26.3354 2020-10-05 17:31:53,736 - mmaction - INFO - Epoch [48][10/25] lr: 1.000e-03, eta: 1 day, 1:08:42, time: 0.547, data_time: 0.035, memory: 6352, loss_activity: 0.1015, loss_completeness: 0.0879, loss_reg: 0.0413, loss: 0.2307, grad_norm: 6.2050 2020-10-05 17:31:54,348 - mmaction - INFO - Epoch [48][11/25] lr: 1.000e-03, eta: 1 day, 1:07:23, time: 0.591, data_time: 0.058, memory: 6352, loss_activity: 1.1184, loss_completeness: 0.0858, loss_reg: 0.0261, loss: 1.2304, grad_norm: 20.8759 2020-10-05 17:31:54,815 - mmaction - INFO - Epoch [48][12/25] lr: 1.000e-03, eta: 1 day, 1:06:04, time: 0.538, data_time: 0.078, memory: 6352, loss_activity: 0.6906, loss_completeness: 0.1018, loss_reg: 0.0524, loss: 0.8448, grad_norm: 15.6104 2020-10-05 17:31:55,297 - mmaction - INFO - Epoch [48][13/25] lr: 1.000e-03, eta: 1 day, 1:04:44, time: 0.462, data_time: 0.007, memory: 6352, loss_activity: 0.2999, loss_completeness: 0.0704, loss_reg: 0.0728, loss: 0.4432, grad_norm: 14.0117 2020-10-05 17:31:55,825 - mmaction - INFO - Epoch [48][14/25] lr: 1.000e-03, eta: 1 day, 1:03:25, time: 0.498, data_time: 0.028, memory: 6352, loss_activity: 1.1475, loss_completeness: 0.1200, loss_reg: 0.0781, loss: 1.3456, grad_norm: 22.1573 2020-10-05 17:31:56,503 - mmaction - INFO - Epoch [48][15/25] lr: 1.000e-03, eta: 1 day, 1:02:08, time: 0.650, data_time: 0.062, memory: 6352, loss_activity: 0.5762, loss_completeness: 0.1013, loss_reg: 0.0819, loss: 0.7594, grad_norm: 17.0713 2020-10-05 17:31:57,096 - mmaction - INFO - Epoch [48][16/25] lr: 1.000e-03, eta: 1 day, 1:00:50, time: 0.603, data_time: 0.086, memory: 6352, loss_activity: 0.3037, loss_completeness: 0.0942, loss_reg: 0.0870, loss: 0.4850, grad_norm: 8.1520 2020-10-05 17:31:57,591 - mmaction - INFO - Epoch [48][17/25] lr: 1.000e-03, eta: 1 day, 0:59:32, time: 0.559, data_time: 0.077, memory: 6352, loss_activity: 0.7199, loss_completeness: 0.1080, loss_reg: 0.0496, loss: 0.8774, grad_norm: 18.0078 2020-10-05 17:31:58,157 - mmaction - INFO - Epoch [48][18/25] lr: 1.000e-03, eta: 1 day, 0:58:13, time: 0.530, data_time: 0.012, memory: 6352, loss_activity: 0.5257, loss_completeness: 0.1010, loss_reg: 0.0463, loss: 0.6729, grad_norm: 10.2287 2020-10-05 17:31:58,633 - mmaction - INFO - Epoch [48][19/25] lr: 1.000e-03, eta: 1 day, 0:56:55, time: 0.497, data_time: 0.049, memory: 6352, loss_activity: 0.1782, loss_completeness: 0.0743, loss_reg: 0.0393, loss: 0.2918, grad_norm: 5.6681 2020-10-05 17:31:59,147 - mmaction - INFO - Epoch [48][20/25] lr: 1.000e-03, eta: 1 day, 0:55:36, time: 0.511, data_time: 0.028, memory: 6352, loss_activity: 0.4197, loss_completeness: 0.0890, loss_reg: 0.0543, loss: 0.5630, grad_norm: 11.4123 2020-10-05 17:31:59,713 - mmaction - INFO - Epoch [48][21/25] lr: 1.000e-03, eta: 1 day, 0:54:19, time: 0.543, data_time: 0.089, memory: 6352, loss_activity: 0.3681, loss_completeness: 0.1093, loss_reg: 0.0286, loss: 0.5060, grad_norm: 9.6659 2020-10-05 17:32:00,211 - mmaction - INFO - Epoch [48][22/25] lr: 1.000e-03, eta: 1 day, 0:53:01, time: 0.542, data_time: 0.069, memory: 6352, loss_activity: 0.6373, loss_completeness: 0.0868, loss_reg: 0.0217, loss: 0.7458, grad_norm: 12.4294 2020-10-05 17:32:00,623 - mmaction - INFO - Epoch [48][23/25] lr: 1.000e-03, eta: 1 day, 0:51:42, time: 0.414, data_time: 0.010, memory: 6352, loss_activity: 0.5285, loss_completeness: 0.0686, loss_reg: 0.0240, loss: 0.6211, grad_norm: 10.7577 2020-10-05 17:32:01,032 - mmaction - INFO - Epoch [48][24/25] lr: 1.000e-03, eta: 1 day, 0:50:23, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 0.8026, loss_completeness: 0.1086, loss_reg: 0.0292, loss: 0.9405, grad_norm: 12.9811 2020-10-05 17:32:01,441 - mmaction - INFO - Epoch [48][25/25] lr: 1.000e-03, eta: 1 day, 0:49:05, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.6484, loss_completeness: 0.0914, loss_reg: 0.0509, loss: 0.7907, grad_norm: 13.7250 2020-10-05 17:32:09,518 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:35:14,949 - mmaction - INFO - Epoch [49][1/25] lr: 1.000e-03, eta: 1 day, 1:16:45, time: 185.245, data_time: 179.403, memory: 6352, loss_activity: 0.3110, loss_completeness: 0.0781, loss_reg: 0.0495, loss: 0.4386, grad_norm: 7.8799 2020-10-05 17:35:15,624 - mmaction - INFO - Epoch [49][2/25] lr: 1.000e-03, eta: 1 day, 1:15:29, time: 0.807, data_time: 0.308, memory: 6352, loss_activity: 0.2222, loss_completeness: 0.0847, loss_reg: 0.0570, loss: 0.3639, grad_norm: 6.2207 2020-10-05 17:35:16,214 - mmaction - INFO - Epoch [49][3/25] lr: 1.000e-03, eta: 1 day, 1:14:11, time: 0.537, data_time: 0.072, memory: 6352, loss_activity: 0.4527, loss_completeness: 0.0807, loss_reg: 0.0688, loss: 0.6022, grad_norm: 9.2313 2020-10-05 17:35:16,720 - mmaction - INFO - Epoch [49][4/25] lr: 1.000e-03, eta: 1 day, 1:12:53, time: 0.601, data_time: 0.110, memory: 6352, loss_activity: 0.4450, loss_completeness: 0.0703, loss_reg: 0.0671, loss: 0.5825, grad_norm: 10.3797 2020-10-05 17:35:17,273 - mmaction - INFO - Epoch [49][5/25] lr: 1.000e-03, eta: 1 day, 1:11:34, time: 0.526, data_time: 0.021, memory: 6352, loss_activity: 0.5753, loss_completeness: 0.0902, loss_reg: 0.0426, loss: 0.7081, grad_norm: 12.4682 2020-10-05 17:35:17,770 - mmaction - INFO - Epoch [49][6/25] lr: 1.000e-03, eta: 1 day, 1:10:15, time: 0.450, data_time: 0.041, memory: 6352, loss_activity: 0.3369, loss_completeness: 0.0942, loss_reg: 0.0541, loss: 0.4852, grad_norm: 11.3370 2020-10-05 17:35:18,390 - mmaction - INFO - Epoch [49][7/25] lr: 1.000e-03, eta: 1 day, 1:08:58, time: 0.637, data_time: 0.108, memory: 6352, loss_activity: 0.8080, loss_completeness: 0.0986, loss_reg: 0.0546, loss: 0.9613, grad_norm: 12.6842 2020-10-05 17:35:18,900 - mmaction - INFO - Epoch [49][8/25] lr: 1.000e-03, eta: 1 day, 1:07:40, time: 0.551, data_time: 0.093, memory: 6352, loss_activity: 0.3812, loss_completeness: 0.0803, loss_reg: 0.0193, loss: 0.4808, grad_norm: 11.1684 2020-10-05 17:35:19,405 - mmaction - INFO - Epoch [49][9/25] lr: 1.000e-03, eta: 1 day, 1:06:22, time: 0.523, data_time: 0.030, memory: 6352, loss_activity: 0.5275, loss_completeness: 0.1099, loss_reg: 0.0268, loss: 0.6642, grad_norm: 10.7076 2020-10-05 17:35:19,988 - mmaction - INFO - Epoch [49][10/25] lr: 1.000e-03, eta: 1 day, 1:05:05, time: 0.579, data_time: 0.025, memory: 6352, loss_activity: 0.7292, loss_completeness: 0.1036, loss_reg: 0.0481, loss: 0.8810, grad_norm: 13.3726 2020-10-05 17:35:20,535 - mmaction - INFO - Epoch [49][11/25] lr: 1.000e-03, eta: 1 day, 1:03:47, time: 0.527, data_time: 0.014, memory: 6352, loss_activity: 0.6183, loss_completeness: 0.0826, loss_reg: 0.0585, loss: 0.7594, grad_norm: 11.8447 2020-10-05 17:35:21,082 - mmaction - INFO - Epoch [49][12/25] lr: 1.000e-03, eta: 1 day, 1:02:30, time: 0.574, data_time: 0.036, memory: 6352, loss_activity: 0.2804, loss_completeness: 0.0977, loss_reg: 0.0571, loss: 0.4352, grad_norm: 8.9104 2020-10-05 17:35:21,668 - mmaction - INFO - Epoch [49][13/25] lr: 1.000e-03, eta: 1 day, 1:01:13, time: 0.562, data_time: 0.008, memory: 6352, loss_activity: 0.1415, loss_completeness: 0.0941, loss_reg: 0.0507, loss: 0.2864, grad_norm: 6.5905 2020-10-05 17:35:22,297 - mmaction - INFO - Epoch [49][14/25] lr: 1.000e-03, eta: 1 day, 0:59:57, time: 0.656, data_time: 0.055, memory: 6352, loss_activity: 0.5453, loss_completeness: 0.0892, loss_reg: 0.0650, loss: 0.6996, grad_norm: 18.2007 2020-10-05 17:35:22,739 - mmaction - INFO - Epoch [49][15/25] lr: 1.000e-03, eta: 1 day, 0:58:39, time: 0.436, data_time: 0.013, memory: 6352, loss_activity: 0.6145, loss_completeness: 0.0923, loss_reg: 0.0519, loss: 0.7587, grad_norm: 13.8502 2020-10-05 17:35:23,379 - mmaction - INFO - Epoch [49][16/25] lr: 1.000e-03, eta: 1 day, 0:57:23, time: 0.620, data_time: 0.012, memory: 6352, loss_activity: 0.4137, loss_completeness: 0.1026, loss_reg: 0.0331, loss: 0.5495, grad_norm: 8.2480 2020-10-05 17:35:23,909 - mmaction - INFO - Epoch [49][17/25] lr: 1.000e-03, eta: 1 day, 0:56:06, time: 0.516, data_time: 0.040, memory: 6352, loss_activity: 1.0250, loss_completeness: 0.1034, loss_reg: 0.0490, loss: 1.1774, grad_norm: 18.4661 2020-10-05 17:35:24,470 - mmaction - INFO - Epoch [49][18/25] lr: 1.000e-03, eta: 1 day, 0:54:49, time: 0.503, data_time: 0.047, memory: 6352, loss_activity: 0.6386, loss_completeness: 0.1022, loss_reg: 0.0720, loss: 0.8129, grad_norm: 14.8487 2020-10-05 17:35:24,982 - mmaction - INFO - Epoch [49][19/25] lr: 1.000e-03, eta: 1 day, 0:53:33, time: 0.550, data_time: 0.104, memory: 6352, loss_activity: 0.9406, loss_completeness: 0.0874, loss_reg: 0.0585, loss: 1.0865, grad_norm: 19.0284 2020-10-05 17:35:25,560 - mmaction - INFO - Epoch [49][20/25] lr: 1.000e-03, eta: 1 day, 0:52:16, time: 0.552, data_time: 0.085, memory: 6352, loss_activity: 0.1135, loss_completeness: 0.0685, loss_reg: 0.0209, loss: 0.2029, grad_norm: 6.0421 2020-10-05 17:35:26,064 - mmaction - INFO - Epoch [49][21/25] lr: 1.000e-03, eta: 1 day, 0:51:00, time: 0.573, data_time: 0.115, memory: 6352, loss_activity: 0.6290, loss_completeness: 0.0807, loss_reg: 0.0746, loss: 0.7843, grad_norm: 14.2685 2020-10-05 17:35:26,573 - mmaction - INFO - Epoch [49][22/25] lr: 1.000e-03, eta: 1 day, 0:49:44, time: 0.519, data_time: 0.072, memory: 6352, loss_activity: 0.2337, loss_completeness: 0.0942, loss_reg: 0.0354, loss: 0.3633, grad_norm: 7.4096 2020-10-05 17:35:26,980 - mmaction - INFO - Epoch [49][23/25] lr: 1.000e-03, eta: 1 day, 0:48:27, time: 0.413, data_time: 0.012, memory: 6352, loss_activity: 0.4460, loss_completeness: 0.0821, loss_reg: 0.0478, loss: 0.5759, grad_norm: 11.2960 2020-10-05 17:35:27,391 - mmaction - INFO - Epoch [49][24/25] lr: 1.000e-03, eta: 1 day, 0:47:10, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.4706, loss_completeness: 0.0784, loss_reg: 0.0442, loss: 0.5932, grad_norm: 11.7152 2020-10-05 17:35:27,805 - mmaction - INFO - Epoch [49][25/25] lr: 1.000e-03, eta: 1 day, 0:45:53, time: 0.411, data_time: 0.009, memory: 6352, loss_activity: 0.0570, loss_completeness: 0.0862, loss_reg: 0.0604, loss: 0.2036, grad_norm: 5.3291 2020-10-05 17:35:36,113 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:38:32,905 - mmaction - INFO - Epoch [50][1/25] lr: 1.000e-03, eta: 1 day, 1:11:36, time: 176.615, data_time: 171.344, memory: 6352, loss_activity: 0.5397, loss_completeness: 0.0949, loss_reg: 0.0407, loss: 0.6753, grad_norm: 16.2953 2020-10-05 17:38:33,579 - mmaction - INFO - Epoch [50][2/25] lr: 1.000e-03, eta: 1 day, 1:10:22, time: 0.824, data_time: 0.302, memory: 6352, loss_activity: 0.3678, loss_completeness: 0.1044, loss_reg: 0.0622, loss: 0.5344, grad_norm: 8.9226 2020-10-05 17:38:34,089 - mmaction - INFO - Epoch [50][3/25] lr: 1.000e-03, eta: 1 day, 1:09:04, time: 0.474, data_time: 0.033, memory: 6352, loss_activity: 0.3568, loss_completeness: 0.0930, loss_reg: 0.0460, loss: 0.4958, grad_norm: 16.5174 2020-10-05 17:38:34,550 - mmaction - INFO - Epoch [50][4/25] lr: 1.000e-03, eta: 1 day, 1:07:47, time: 0.485, data_time: 0.072, memory: 6352, loss_activity: 0.1987, loss_completeness: 0.0876, loss_reg: 0.0567, loss: 0.3429, grad_norm: 7.1028 2020-10-05 17:38:35,058 - mmaction - INFO - Epoch [50][5/25] lr: 1.000e-03, eta: 1 day, 1:06:31, time: 0.544, data_time: 0.042, memory: 6352, loss_activity: 0.8140, loss_completeness: 0.0963, loss_reg: 0.0824, loss: 0.9927, grad_norm: 14.5518 2020-10-05 17:38:35,773 - mmaction - INFO - Epoch [50][6/25] lr: 1.000e-03, eta: 1 day, 1:05:15, time: 0.631, data_time: 0.015, memory: 6352, loss_activity: 0.3355, loss_completeness: 0.0945, loss_reg: 0.0350, loss: 0.4651, grad_norm: 11.1078 2020-10-05 17:38:36,310 - mmaction - INFO - Epoch [50][7/25] lr: 1.000e-03, eta: 1 day, 1:03:59, time: 0.561, data_time: 0.136, memory: 6352, loss_activity: 0.5757, loss_completeness: 0.0822, loss_reg: 0.0379, loss: 0.6959, grad_norm: 13.7143 2020-10-05 17:38:36,815 - mmaction - INFO - Epoch [50][8/25] lr: 1.000e-03, eta: 1 day, 1:02:42, time: 0.493, data_time: 0.074, memory: 6352, loss_activity: 0.2517, loss_completeness: 0.1010, loss_reg: 0.0771, loss: 0.4298, grad_norm: 10.1317 2020-10-05 17:38:37,356 - mmaction - INFO - Epoch [50][9/25] lr: 1.000e-03, eta: 1 day, 1:01:25, time: 0.498, data_time: 0.077, memory: 6352, loss_activity: 0.3160, loss_completeness: 0.1022, loss_reg: 0.1004, loss: 0.5186, grad_norm: 9.1369 2020-10-05 17:38:37,887 - mmaction - INFO - Epoch [50][10/25] lr: 1.000e-03, eta: 1 day, 1:00:10, time: 0.610, data_time: 0.126, memory: 6352, loss_activity: 0.3084, loss_completeness: 0.0846, loss_reg: 0.0404, loss: 0.4334, grad_norm: 11.2937 2020-10-05 17:38:38,481 - mmaction - INFO - Epoch [50][11/25] lr: 1.000e-03, eta: 1 day, 0:58:55, time: 0.596, data_time: 0.041, memory: 6352, loss_activity: 0.3489, loss_completeness: 0.1096, loss_reg: 0.0712, loss: 0.5296, grad_norm: 15.8418 2020-10-05 17:38:39,048 - mmaction - INFO - Epoch [50][12/25] lr: 1.000e-03, eta: 1 day, 0:57:39, time: 0.598, data_time: 0.039, memory: 6352, loss_activity: 0.9544, loss_completeness: 0.1031, loss_reg: 0.0614, loss: 1.1189, grad_norm: 20.9279 2020-10-05 17:38:39,562 - mmaction - INFO - Epoch [50][13/25] lr: 1.000e-03, eta: 1 day, 0:56:23, time: 0.484, data_time: 0.016, memory: 6352, loss_activity: 0.3933, loss_completeness: 0.0829, loss_reg: 0.0555, loss: 0.5317, grad_norm: 13.6699 2020-10-05 17:38:40,050 - mmaction - INFO - Epoch [50][14/25] lr: 1.000e-03, eta: 1 day, 0:55:07, time: 0.462, data_time: 0.036, memory: 6352, loss_activity: 0.2321, loss_completeness: 0.0850, loss_reg: 0.0431, loss: 0.3601, grad_norm: 12.2636 2020-10-05 17:38:40,601 - mmaction - INFO - Epoch [50][15/25] lr: 1.000e-03, eta: 1 day, 0:53:52, time: 0.585, data_time: 0.084, memory: 6352, loss_activity: 0.4584, loss_completeness: 0.0927, loss_reg: 0.0533, loss: 0.6044, grad_norm: 10.9819 2020-10-05 17:38:41,148 - mmaction - INFO - Epoch [50][16/25] lr: 1.000e-03, eta: 1 day, 0:52:37, time: 0.545, data_time: 0.029, memory: 6352, loss_activity: 0.2459, loss_completeness: 0.0808, loss_reg: 0.0675, loss: 0.3942, grad_norm: 10.7639 2020-10-05 17:38:41,663 - mmaction - INFO - Epoch [50][17/25] lr: 1.000e-03, eta: 1 day, 0:51:22, time: 0.534, data_time: 0.030, memory: 6352, loss_activity: 0.5211, loss_completeness: 0.0881, loss_reg: 0.1198, loss: 0.7291, grad_norm: 18.0846 2020-10-05 17:38:42,177 - mmaction - INFO - Epoch [50][18/25] lr: 1.000e-03, eta: 1 day, 0:50:06, time: 0.521, data_time: 0.012, memory: 6352, loss_activity: 0.8947, loss_completeness: 0.0907, loss_reg: 0.0199, loss: 1.0053, grad_norm: 26.2860 2020-10-05 17:38:42,717 - mmaction - INFO - Epoch [50][19/25] lr: 1.000e-03, eta: 1 day, 0:48:51, time: 0.510, data_time: 0.014, memory: 6352, loss_activity: 0.7906, loss_completeness: 0.0805, loss_reg: 0.0614, loss: 0.9325, grad_norm: 18.0867 2020-10-05 17:38:43,233 - mmaction - INFO - Epoch [50][20/25] lr: 1.000e-03, eta: 1 day, 0:47:36, time: 0.500, data_time: 0.034, memory: 6352, loss_activity: 0.3437, loss_completeness: 0.0774, loss_reg: 0.0856, loss: 0.5067, grad_norm: 14.7257 2020-10-05 17:38:43,865 - mmaction - INFO - Epoch [50][21/25] lr: 1.000e-03, eta: 1 day, 0:46:22, time: 0.603, data_time: 0.101, memory: 6352, loss_activity: 0.4790, loss_completeness: 0.0799, loss_reg: 0.0299, loss: 0.5888, grad_norm: 21.6210 2020-10-05 17:38:44,326 - mmaction - INFO - Epoch [50][22/25] lr: 1.000e-03, eta: 1 day, 0:45:07, time: 0.527, data_time: 0.111, memory: 6352, loss_activity: 0.3527, loss_completeness: 0.0968, loss_reg: 0.0898, loss: 0.5393, grad_norm: 13.3866 2020-10-05 17:38:44,740 - mmaction - INFO - Epoch [50][23/25] lr: 1.000e-03, eta: 1 day, 0:43:52, time: 0.417, data_time: 0.016, memory: 6352, loss_activity: 0.4759, loss_completeness: 0.0959, loss_reg: 0.0612, loss: 0.6331, grad_norm: 16.1155 2020-10-05 17:38:45,155 - mmaction - INFO - Epoch [50][24/25] lr: 1.000e-03, eta: 1 day, 0:42:36, time: 0.417, data_time: 0.011, memory: 6352, loss_activity: 0.2800, loss_completeness: 0.0813, loss_reg: 0.0395, loss: 0.4008, grad_norm: 10.1513 2020-10-05 17:38:45,570 - mmaction - INFO - Epoch [50][25/25] lr: 1.000e-03, eta: 1 day, 0:41:21, time: 0.415, data_time: 0.009, memory: 6352, loss_activity: 0.2354, loss_completeness: 0.0808, loss_reg: 0.0328, loss: 0.3491, grad_norm: 9.1483 2020-10-05 17:38:52,720 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-10-05 17:38:53,106 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:42:00,340 - mmaction - INFO - Epoch [51][1/25] lr: 1.000e-03, eta: 1 day, 1:08:04, time: 187.057, data_time: 182.588, memory: 6352, loss_activity: 0.1268, loss_completeness: 0.0956, loss_reg: 0.0417, loss: 0.2641, grad_norm: 7.1337 2020-10-05 17:42:00,892 - mmaction - INFO - Epoch [51][2/25] lr: 1.000e-03, eta: 1 day, 1:06:50, time: 0.699, data_time: 0.286, memory: 6352, loss_activity: 0.2336, loss_completeness: 0.0809, loss_reg: 0.0304, loss: 0.3448, grad_norm: 8.5921 2020-10-05 17:42:01,387 - mmaction - INFO - Epoch [51][3/25] lr: 1.000e-03, eta: 1 day, 1:05:34, time: 0.491, data_time: 0.032, memory: 6352, loss_activity: 0.3805, loss_completeness: 0.0880, loss_reg: 0.0489, loss: 0.5174, grad_norm: 11.0882 2020-10-05 17:42:01,896 - mmaction - INFO - Epoch [51][4/25] lr: 1.000e-03, eta: 1 day, 1:04:18, time: 0.469, data_time: 0.037, memory: 6352, loss_activity: 0.8908, loss_completeness: 0.1071, loss_reg: 0.0573, loss: 1.0552, grad_norm: 25.2199 2020-10-05 17:42:02,546 - mmaction - INFO - Epoch [51][5/25] lr: 1.000e-03, eta: 1 day, 1:03:05, time: 0.707, data_time: 0.077, memory: 6352, loss_activity: 0.8725, loss_completeness: 0.0891, loss_reg: 0.0839, loss: 1.0455, grad_norm: 13.3297 2020-10-05 17:42:02,999 - mmaction - INFO - Epoch [51][6/25] lr: 1.000e-03, eta: 1 day, 1:01:49, time: 0.449, data_time: 0.032, memory: 6352, loss_activity: 0.7503, loss_completeness: 0.0996, loss_reg: 0.0574, loss: 0.9072, grad_norm: 16.6590 2020-10-05 17:42:03,626 - mmaction - INFO - Epoch [51][7/25] lr: 1.000e-03, eta: 1 day, 1:00:35, time: 0.595, data_time: 0.025, memory: 6352, loss_activity: 0.2960, loss_completeness: 0.0925, loss_reg: 0.0650, loss: 0.4535, grad_norm: 9.3626 2020-10-05 17:42:04,120 - mmaction - INFO - Epoch [51][8/25] lr: 1.000e-03, eta: 1 day, 0:59:20, time: 0.517, data_time: 0.062, memory: 6352, loss_activity: 0.4226, loss_completeness: 0.0971, loss_reg: 0.0444, loss: 0.5641, grad_norm: 11.2204 2020-10-05 17:42:04,632 - mmaction - INFO - Epoch [51][9/25] lr: 1.000e-03, eta: 1 day, 0:58:05, time: 0.497, data_time: 0.035, memory: 6352, loss_activity: 0.7048, loss_completeness: 0.0877, loss_reg: 0.0159, loss: 0.8084, grad_norm: 13.4666 2020-10-05 17:42:05,246 - mmaction - INFO - Epoch [51][10/25] lr: 1.000e-03, eta: 1 day, 0:56:51, time: 0.609, data_time: 0.050, memory: 6352, loss_activity: 0.5063, loss_completeness: 0.1006, loss_reg: 0.0637, loss: 0.6706, grad_norm: 10.7534 2020-10-05 17:42:05,805 - mmaction - INFO - Epoch [51][11/25] lr: 1.000e-03, eta: 1 day, 0:55:37, time: 0.581, data_time: 0.055, memory: 6352, loss_activity: 0.3220, loss_completeness: 0.0938, loss_reg: 0.0521, loss: 0.4678, grad_norm: 10.5793 2020-10-05 17:42:06,423 - mmaction - INFO - Epoch [51][12/25] lr: 1.000e-03, eta: 1 day, 0:54:23, time: 0.548, data_time: 0.030, memory: 6352, loss_activity: 0.6471, loss_completeness: 0.1032, loss_reg: 0.0639, loss: 0.8142, grad_norm: 14.1641 2020-10-05 17:42:06,939 - mmaction - INFO - Epoch [51][13/25] lr: 1.000e-03, eta: 1 day, 0:53:09, time: 0.559, data_time: 0.102, memory: 6352, loss_activity: 0.4812, loss_completeness: 0.0954, loss_reg: 0.0460, loss: 0.6227, grad_norm: 11.9551 2020-10-05 17:42:07,614 - mmaction - INFO - Epoch [51][14/25] lr: 1.000e-03, eta: 1 day, 0:51:56, time: 0.666, data_time: 0.059, memory: 6352, loss_activity: 0.1017, loss_completeness: 0.0673, loss_reg: 0.0298, loss: 0.1988, grad_norm: 5.6103 2020-10-05 17:42:08,137 - mmaction - INFO - Epoch [51][15/25] lr: 1.000e-03, eta: 1 day, 0:50:41, time: 0.490, data_time: 0.068, memory: 6352, loss_activity: 0.4451, loss_completeness: 0.0738, loss_reg: 0.0528, loss: 0.5716, grad_norm: 10.5236 2020-10-05 17:42:08,674 - mmaction - INFO - Epoch [51][16/25] lr: 1.000e-03, eta: 1 day, 0:49:28, time: 0.558, data_time: 0.099, memory: 6352, loss_activity: 0.3130, loss_completeness: 0.0792, loss_reg: 0.0358, loss: 0.4280, grad_norm: 8.4479 2020-10-05 17:42:09,312 - mmaction - INFO - Epoch [51][17/25] lr: 1.000e-03, eta: 1 day, 0:48:15, time: 0.692, data_time: 0.080, memory: 6352, loss_activity: 0.7063, loss_completeness: 0.0867, loss_reg: 0.0450, loss: 0.8380, grad_norm: 11.4869 2020-10-05 17:42:09,740 - mmaction - INFO - Epoch [51][18/25] lr: 1.000e-03, eta: 1 day, 0:47:01, time: 0.434, data_time: 0.028, memory: 6352, loss_activity: 0.9279, loss_completeness: 0.1111, loss_reg: 0.0800, loss: 1.1190, grad_norm: 15.6590 2020-10-05 17:42:10,371 - mmaction - INFO - Epoch [51][19/25] lr: 1.000e-03, eta: 1 day, 0:45:48, time: 0.614, data_time: 0.020, memory: 6352, loss_activity: 0.8038, loss_completeness: 0.1022, loss_reg: 0.0609, loss: 0.9670, grad_norm: 15.6629 2020-10-05 17:42:11,091 - mmaction - INFO - Epoch [51][20/25] lr: 1.000e-03, eta: 1 day, 0:44:36, time: 0.730, data_time: 0.081, memory: 6352, loss_activity: 0.2645, loss_completeness: 0.0831, loss_reg: 0.0617, loss: 0.4093, grad_norm: 7.0567 2020-10-05 17:42:11,656 - mmaction - INFO - Epoch [51][21/25] lr: 1.000e-03, eta: 1 day, 0:43:23, time: 0.506, data_time: 0.037, memory: 6352, loss_activity: 0.5065, loss_completeness: 0.0951, loss_reg: 0.0221, loss: 0.6237, grad_norm: 16.0089 2020-10-05 17:42:12,070 - mmaction - INFO - Epoch [51][22/25] lr: 1.000e-03, eta: 1 day, 0:42:09, time: 0.494, data_time: 0.090, memory: 6352, loss_activity: 0.8695, loss_completeness: 0.0778, loss_reg: 0.0129, loss: 0.9602, grad_norm: 16.1264 2020-10-05 17:42:12,483 - mmaction - INFO - Epoch [51][23/25] lr: 1.000e-03, eta: 1 day, 0:40:55, time: 0.413, data_time: 0.005, memory: 6352, loss_activity: 0.5350, loss_completeness: 0.1110, loss_reg: 0.0438, loss: 0.6898, grad_norm: 10.8543 2020-10-05 17:42:12,897 - mmaction - INFO - Epoch [51][24/25] lr: 1.000e-03, eta: 1 day, 0:39:41, time: 0.414, data_time: 0.005, memory: 6352, loss_activity: 0.4352, loss_completeness: 0.0953, loss_reg: 0.0864, loss: 0.6170, grad_norm: 9.9647 2020-10-05 17:42:13,303 - mmaction - INFO - Epoch [51][25/25] lr: 1.000e-03, eta: 1 day, 0:38:27, time: 0.405, data_time: 0.006, memory: 6352, loss_activity: 0.5611, loss_completeness: 0.0973, loss_reg: 0.0424, loss: 0.7007, grad_norm: 9.6219 2020-10-05 17:42:20,828 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:45:20,427 - mmaction - INFO - Epoch [52][1/25] lr: 1.000e-03, eta: 1 day, 1:03:28, time: 179.491, data_time: 174.683, memory: 6352, loss_activity: 0.5157, loss_completeness: 0.0822, loss_reg: 0.0582, loss: 0.6560, grad_norm: 11.5553 2020-10-05 17:45:21,109 - mmaction - INFO - Epoch [52][2/25] lr: 1.000e-03, eta: 1 day, 1:02:16, time: 0.715, data_time: 0.229, memory: 6352, loss_activity: 0.2698, loss_completeness: 0.0929, loss_reg: 0.0384, loss: 0.4010, grad_norm: 10.9003 2020-10-05 17:45:21,632 - mmaction - INFO - Epoch [52][3/25] lr: 1.000e-03, eta: 1 day, 1:01:02, time: 0.549, data_time: 0.081, memory: 6352, loss_activity: 0.4406, loss_completeness: 0.0777, loss_reg: 0.0654, loss: 0.5837, grad_norm: 10.1532 2020-10-05 17:45:22,231 - mmaction - INFO - Epoch [52][4/25] lr: 1.000e-03, eta: 1 day, 0:59:48, time: 0.482, data_time: 0.056, memory: 6352, loss_activity: 0.2480, loss_completeness: 0.0868, loss_reg: 0.0437, loss: 0.3785, grad_norm: 6.6862 2020-10-05 17:45:22,838 - mmaction - INFO - Epoch [52][5/25] lr: 1.000e-03, eta: 1 day, 0:58:35, time: 0.594, data_time: 0.168, memory: 6352, loss_activity: 0.7918, loss_completeness: 0.1090, loss_reg: 0.0742, loss: 0.9750, grad_norm: 25.7286 2020-10-05 17:45:23,345 - mmaction - INFO - Epoch [52][6/25] lr: 1.000e-03, eta: 1 day, 0:57:23, time: 0.680, data_time: 0.190, memory: 6352, loss_activity: 0.3612, loss_completeness: 0.0923, loss_reg: 0.0210, loss: 0.4745, grad_norm: 9.4304 2020-10-05 17:45:23,874 - mmaction - INFO - Epoch [52][7/25] lr: 1.000e-03, eta: 1 day, 0:56:09, time: 0.495, data_time: 0.026, memory: 6352, loss_activity: 0.4699, loss_completeness: 0.0949, loss_reg: 0.1070, loss: 0.6717, grad_norm: 15.2969 2020-10-05 17:45:24,426 - mmaction - INFO - Epoch [52][8/25] lr: 1.000e-03, eta: 1 day, 0:54:56, time: 0.551, data_time: 0.044, memory: 6352, loss_activity: 0.2484, loss_completeness: 0.0959, loss_reg: 0.0406, loss: 0.3849, grad_norm: 7.2620 2020-10-05 17:45:24,921 - mmaction - INFO - Epoch [52][9/25] lr: 1.000e-03, eta: 1 day, 0:53:43, time: 0.526, data_time: 0.048, memory: 6352, loss_activity: 0.4712, loss_completeness: 0.0948, loss_reg: 0.0301, loss: 0.5961, grad_norm: 11.2707 2020-10-05 17:45:25,464 - mmaction - INFO - Epoch [52][10/25] lr: 1.000e-03, eta: 1 day, 0:52:29, time: 0.506, data_time: 0.012, memory: 6352, loss_activity: 0.5535, loss_completeness: 0.0666, loss_reg: 0.0486, loss: 0.6687, grad_norm: 16.2534 2020-10-05 17:45:26,159 - mmaction - INFO - Epoch [52][11/25] lr: 1.000e-03, eta: 1 day, 0:51:18, time: 0.676, data_time: 0.087, memory: 6352, loss_activity: 0.2225, loss_completeness: 0.0971, loss_reg: 0.0490, loss: 0.3686, grad_norm: 11.6177 2020-10-05 17:45:26,751 - mmaction - INFO - Epoch [52][12/25] lr: 1.000e-03, eta: 1 day, 0:50:05, time: 0.541, data_time: 0.067, memory: 6352, loss_activity: 0.6498, loss_completeness: 0.0880, loss_reg: 0.0343, loss: 0.7722, grad_norm: 23.3008 2020-10-05 17:45:27,218 - mmaction - INFO - Epoch [52][13/25] lr: 1.000e-03, eta: 1 day, 0:48:52, time: 0.563, data_time: 0.123, memory: 6352, loss_activity: 0.3029, loss_completeness: 0.0905, loss_reg: 0.0548, loss: 0.4481, grad_norm: 11.9290 2020-10-05 17:45:27,741 - mmaction - INFO - Epoch [52][14/25] lr: 1.000e-03, eta: 1 day, 0:47:40, time: 0.509, data_time: 0.023, memory: 6352, loss_activity: 0.3278, loss_completeness: 0.0724, loss_reg: 0.0374, loss: 0.4376, grad_norm: 12.7338 2020-10-05 17:45:28,289 - mmaction - INFO - Epoch [52][15/25] lr: 1.000e-03, eta: 1 day, 0:46:27, time: 0.566, data_time: 0.037, memory: 6352, loss_activity: 0.2982, loss_completeness: 0.0936, loss_reg: 0.0835, loss: 0.4753, grad_norm: 10.4520 2020-10-05 17:45:28,863 - mmaction - INFO - Epoch [52][16/25] lr: 1.000e-03, eta: 1 day, 0:45:15, time: 0.522, data_time: 0.038, memory: 6352, loss_activity: 0.6370, loss_completeness: 0.0964, loss_reg: 0.0347, loss: 0.7682, grad_norm: 12.2085 2020-10-05 17:45:29,475 - mmaction - INFO - Epoch [52][17/25] lr: 1.000e-03, eta: 1 day, 0:44:03, time: 0.534, data_time: 0.077, memory: 6352, loss_activity: 0.5079, loss_completeness: 0.0885, loss_reg: 0.1041, loss: 0.7004, grad_norm: 14.3287 2020-10-05 17:45:30,016 - mmaction - INFO - Epoch [52][18/25] lr: 1.000e-03, eta: 1 day, 0:42:51, time: 0.614, data_time: 0.149, memory: 6352, loss_activity: 0.4836, loss_completeness: 0.1106, loss_reg: 0.0411, loss: 0.6353, grad_norm: 11.7511 2020-10-05 17:45:30,519 - mmaction - INFO - Epoch [52][19/25] lr: 1.000e-03, eta: 1 day, 0:41:39, time: 0.573, data_time: 0.075, memory: 6352, loss_activity: 0.6467, loss_completeness: 0.0843, loss_reg: 0.0738, loss: 0.8049, grad_norm: 16.3592 2020-10-05 17:45:31,195 - mmaction - INFO - Epoch [52][20/25] lr: 1.000e-03, eta: 1 day, 0:40:28, time: 0.629, data_time: 0.066, memory: 6352, loss_activity: 0.2190, loss_completeness: 0.0887, loss_reg: 0.0704, loss: 0.3781, grad_norm: 9.3341 2020-10-05 17:45:31,716 - mmaction - INFO - Epoch [52][21/25] lr: 1.000e-03, eta: 1 day, 0:39:17, time: 0.561, data_time: 0.119, memory: 6352, loss_activity: 0.0713, loss_completeness: 0.0688, loss_reg: 0.0971, loss: 0.2371, grad_norm: 6.2148 2020-10-05 17:45:32,207 - mmaction - INFO - Epoch [52][22/25] lr: 1.000e-03, eta: 1 day, 0:38:05, time: 0.498, data_time: 0.016, memory: 6352, loss_activity: 0.7940, loss_completeness: 0.0852, loss_reg: 0.0460, loss: 0.9252, grad_norm: 20.3392 2020-10-05 17:45:32,622 - mmaction - INFO - Epoch [52][23/25] lr: 1.000e-03, eta: 1 day, 0:36:52, time: 0.414, data_time: 0.005, memory: 6352, loss_activity: 0.1215, loss_completeness: 0.0833, loss_reg: 0.0385, loss: 0.2432, grad_norm: 6.0058 2020-10-05 17:45:33,035 - mmaction - INFO - Epoch [52][24/25] lr: 1.000e-03, eta: 1 day, 0:35:39, time: 0.413, data_time: 0.005, memory: 6352, loss_activity: 0.1859, loss_completeness: 0.0813, loss_reg: 0.0681, loss: 0.3352, grad_norm: 7.6410 2020-10-05 17:45:33,445 - mmaction - INFO - Epoch [52][25/25] lr: 1.000e-03, eta: 1 day, 0:34:27, time: 0.411, data_time: 0.007, memory: 6352, loss_activity: 0.4431, loss_completeness: 0.0916, loss_reg: 0.0603, loss: 0.5950, grad_norm: 11.9908 2020-10-05 17:45:40,187 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:48:42,588 - mmaction - INFO - Epoch [53][1/25] lr: 1.000e-03, eta: 1 day, 0:59:20, time: 182.275, data_time: 177.944, memory: 6352, loss_activity: 0.3991, loss_completeness: 0.0905, loss_reg: 0.0314, loss: 0.5210, grad_norm: 12.0315 2020-10-05 17:48:43,170 - mmaction - INFO - Epoch [53][2/25] lr: 1.000e-03, eta: 1 day, 0:58:08, time: 0.650, data_time: 0.234, memory: 6352, loss_activity: 0.6304, loss_completeness: 0.0652, loss_reg: 0.0229, loss: 0.7185, grad_norm: 10.9400 2020-10-05 17:48:43,661 - mmaction - INFO - Epoch [53][3/25] lr: 1.000e-03, eta: 1 day, 0:56:56, time: 0.538, data_time: 0.068, memory: 6352, loss_activity: 0.2786, loss_completeness: 0.0702, loss_reg: 0.0541, loss: 0.4030, grad_norm: 12.9710 2020-10-05 17:48:44,210 - mmaction - INFO - Epoch [53][4/25] lr: 1.000e-03, eta: 1 day, 0:55:44, time: 0.540, data_time: 0.015, memory: 6352, loss_activity: 0.5315, loss_completeness: 0.1044, loss_reg: 0.0777, loss: 0.7136, grad_norm: 17.2410 2020-10-05 17:48:44,747 - mmaction - INFO - Epoch [53][5/25] lr: 1.000e-03, eta: 1 day, 0:54:32, time: 0.543, data_time: 0.039, memory: 6352, loss_activity: 0.5357, loss_completeness: 0.1018, loss_reg: 0.0786, loss: 0.7162, grad_norm: 16.2340 2020-10-05 17:48:45,295 - mmaction - INFO - Epoch [53][6/25] lr: 1.000e-03, eta: 1 day, 0:53:20, time: 0.560, data_time: 0.018, memory: 6352, loss_activity: 0.5015, loss_completeness: 0.0746, loss_reg: 0.0520, loss: 0.6282, grad_norm: 13.7450 2020-10-05 17:48:45,749 - mmaction - INFO - Epoch [53][7/25] lr: 1.000e-03, eta: 1 day, 0:52:07, time: 0.439, data_time: 0.009, memory: 6352, loss_activity: 0.4650, loss_completeness: 0.1010, loss_reg: 0.0756, loss: 0.6417, grad_norm: 17.0264 2020-10-05 17:48:46,352 - mmaction - INFO - Epoch [53][8/25] lr: 1.000e-03, eta: 1 day, 0:50:56, time: 0.595, data_time: 0.019, memory: 6352, loss_activity: 0.4570, loss_completeness: 0.0950, loss_reg: 0.0647, loss: 0.6167, grad_norm: 15.6023 2020-10-05 17:48:46,919 - mmaction - INFO - Epoch [53][9/25] lr: 1.000e-03, eta: 1 day, 0:49:44, time: 0.538, data_time: 0.031, memory: 6352, loss_activity: 0.5995, loss_completeness: 0.0785, loss_reg: 0.0246, loss: 0.7025, grad_norm: 18.7855 2020-10-05 17:48:47,373 - mmaction - INFO - Epoch [53][10/25] lr: 1.000e-03, eta: 1 day, 0:48:32, time: 0.500, data_time: 0.055, memory: 6352, loss_activity: 0.7064, loss_completeness: 0.0993, loss_reg: 0.0847, loss: 0.8904, grad_norm: 19.4529 2020-10-05 17:48:47,910 - mmaction - INFO - Epoch [53][11/25] lr: 1.000e-03, eta: 1 day, 0:47:20, time: 0.495, data_time: 0.009, memory: 6352, loss_activity: 0.3859, loss_completeness: 0.0822, loss_reg: 0.0643, loss: 0.5324, grad_norm: 15.4223 2020-10-05 17:48:48,408 - mmaction - INFO - Epoch [53][12/25] lr: 1.000e-03, eta: 1 day, 0:46:09, time: 0.541, data_time: 0.073, memory: 6352, loss_activity: 0.6254, loss_completeness: 0.0886, loss_reg: 0.0506, loss: 0.7646, grad_norm: 17.0215 2020-10-05 17:48:49,083 - mmaction - INFO - Epoch [53][13/25] lr: 1.000e-03, eta: 1 day, 0:44:58, time: 0.579, data_time: 0.009, memory: 6352, loss_activity: 0.4876, loss_completeness: 0.0917, loss_reg: 0.0508, loss: 0.6301, grad_norm: 15.7985 2020-10-05 17:48:49,594 - mmaction - INFO - Epoch [53][14/25] lr: 1.000e-03, eta: 1 day, 0:43:47, time: 0.611, data_time: 0.108, memory: 6352, loss_activity: 0.3126, loss_completeness: 0.0745, loss_reg: 0.0227, loss: 0.4098, grad_norm: 10.2157 2020-10-05 17:48:50,099 - mmaction - INFO - Epoch [53][15/25] lr: 1.000e-03, eta: 1 day, 0:42:35, time: 0.449, data_time: 0.020, memory: 6352, loss_activity: 0.2778, loss_completeness: 0.0661, loss_reg: 0.0532, loss: 0.3971, grad_norm: 11.1949 2020-10-05 17:48:50,616 - mmaction - INFO - Epoch [53][16/25] lr: 1.000e-03, eta: 1 day, 0:41:24, time: 0.545, data_time: 0.062, memory: 6352, loss_activity: 0.7072, loss_completeness: 0.0679, loss_reg: 0.0297, loss: 0.8047, grad_norm: 19.1658 2020-10-05 17:48:51,240 - mmaction - INFO - Epoch [53][17/25] lr: 1.000e-03, eta: 1 day, 0:40:14, time: 0.538, data_time: 0.047, memory: 6352, loss_activity: 0.4209, loss_completeness: 0.1029, loss_reg: 0.0554, loss: 0.5792, grad_norm: 16.8864 2020-10-05 17:48:51,790 - mmaction - INFO - Epoch [53][18/25] lr: 1.000e-03, eta: 1 day, 0:39:03, time: 0.564, data_time: 0.123, memory: 6352, loss_activity: 0.4709, loss_completeness: 0.1083, loss_reg: 0.0843, loss: 0.6635, grad_norm: 13.7623 2020-10-05 17:48:52,264 - mmaction - INFO - Epoch [53][19/25] lr: 1.000e-03, eta: 1 day, 0:37:52, time: 0.522, data_time: 0.107, memory: 6352, loss_activity: 0.2579, loss_completeness: 0.1059, loss_reg: 0.0664, loss: 0.4301, grad_norm: 8.8293 2020-10-05 17:48:52,747 - mmaction - INFO - Epoch [53][20/25] lr: 1.000e-03, eta: 1 day, 0:36:42, time: 0.519, data_time: 0.090, memory: 6352, loss_activity: 0.2606, loss_completeness: 0.1087, loss_reg: 0.0459, loss: 0.4152, grad_norm: 9.5850 2020-10-05 17:48:53,355 - mmaction - INFO - Epoch [53][21/25] lr: 1.000e-03, eta: 1 day, 0:35:32, time: 0.579, data_time: 0.065, memory: 6352, loss_activity: 0.9802, loss_completeness: 0.0874, loss_reg: 0.0232, loss: 1.0908, grad_norm: 25.6272 2020-10-05 17:48:53,875 - mmaction - INFO - Epoch [53][22/25] lr: 1.000e-03, eta: 1 day, 0:34:21, time: 0.527, data_time: 0.099, memory: 6352, loss_activity: 0.8539, loss_completeness: 0.0805, loss_reg: 0.0821, loss: 1.0165, grad_norm: 19.0491 2020-10-05 17:48:54,287 - mmaction - INFO - Epoch [53][23/25] lr: 1.000e-03, eta: 1 day, 0:33:10, time: 0.448, data_time: 0.051, memory: 6352, loss_activity: 0.6667, loss_completeness: 0.1144, loss_reg: 0.0593, loss: 0.8405, grad_norm: 18.9113 2020-10-05 17:48:54,699 - mmaction - INFO - Epoch [53][24/25] lr: 1.000e-03, eta: 1 day, 0:31:59, time: 0.413, data_time: 0.010, memory: 6352, loss_activity: 0.1845, loss_completeness: 0.0843, loss_reg: 0.0841, loss: 0.3529, grad_norm: 8.2646 2020-10-05 17:48:55,113 - mmaction - INFO - Epoch [53][25/25] lr: 1.000e-03, eta: 1 day, 0:30:48, time: 0.412, data_time: 0.005, memory: 6352, loss_activity: 0.5051, loss_completeness: 0.0897, loss_reg: 0.0678, loss: 0.6627, grad_norm: 15.3758 2020-10-05 17:49:02,510 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:52:14,574 - mmaction - INFO - Epoch [54][1/25] lr: 1.000e-03, eta: 1 day, 0:56:30, time: 191.801, data_time: 187.297, memory: 6352, loss_activity: 0.4866, loss_completeness: 0.0792, loss_reg: 0.0579, loss: 0.6236, grad_norm: 12.5942 2020-10-05 17:52:15,250 - mmaction - INFO - Epoch [54][2/25] lr: 1.000e-03, eta: 1 day, 0:55:21, time: 0.787, data_time: 0.369, memory: 6352, loss_activity: 0.1430, loss_completeness: 0.0777, loss_reg: 0.0374, loss: 0.2581, grad_norm: 5.8174 2020-10-05 17:52:15,788 - mmaction - INFO - Epoch [54][3/25] lr: 1.000e-03, eta: 1 day, 0:54:10, time: 0.615, data_time: 0.155, memory: 6352, loss_activity: 0.3478, loss_completeness: 0.0884, loss_reg: 0.0286, loss: 0.4648, grad_norm: 9.7950 2020-10-05 17:52:16,315 - mmaction - INFO - Epoch [54][4/25] lr: 1.000e-03, eta: 1 day, 0:53:00, time: 0.579, data_time: 0.082, memory: 6352, loss_activity: 0.5072, loss_completeness: 0.0831, loss_reg: 0.0344, loss: 0.6247, grad_norm: 12.5018 2020-10-05 17:52:16,842 - mmaction - INFO - Epoch [54][5/25] lr: 1.000e-03, eta: 1 day, 0:51:49, time: 0.542, data_time: 0.062, memory: 6352, loss_activity: 0.3083, loss_completeness: 0.0818, loss_reg: 0.0413, loss: 0.4313, grad_norm: 10.4906 2020-10-05 17:52:17,436 - mmaction - INFO - Epoch [54][6/25] lr: 1.000e-03, eta: 1 day, 0:50:37, time: 0.472, data_time: 0.026, memory: 6352, loss_activity: 0.4054, loss_completeness: 0.0727, loss_reg: 0.0843, loss: 0.5624, grad_norm: 11.8183 2020-10-05 17:52:18,077 - mmaction - INFO - Epoch [54][7/25] lr: 1.000e-03, eta: 1 day, 0:49:28, time: 0.661, data_time: 0.143, memory: 6352, loss_activity: 0.2491, loss_completeness: 0.0750, loss_reg: 0.0496, loss: 0.3736, grad_norm: 10.3114 2020-10-05 17:52:18,598 - mmaction - INFO - Epoch [54][8/25] lr: 1.000e-03, eta: 1 day, 0:48:18, time: 0.587, data_time: 0.112, memory: 6352, loss_activity: 0.5322, loss_completeness: 0.1046, loss_reg: 0.0535, loss: 0.6903, grad_norm: 12.2928 2020-10-05 17:52:19,122 - mmaction - INFO - Epoch [54][9/25] lr: 1.000e-03, eta: 1 day, 0:47:08, time: 0.564, data_time: 0.049, memory: 6352, loss_activity: 0.5075, loss_completeness: 0.0854, loss_reg: 0.0426, loss: 0.6356, grad_norm: 14.2392 2020-10-05 17:52:19,648 - mmaction - INFO - Epoch [54][10/25] lr: 1.000e-03, eta: 1 day, 0:45:57, time: 0.500, data_time: 0.006, memory: 6352, loss_activity: 0.3914, loss_completeness: 0.0959, loss_reg: 0.0460, loss: 0.5333, grad_norm: 10.1341 2020-10-05 17:52:20,299 - mmaction - INFO - Epoch [54][11/25] lr: 1.000e-03, eta: 1 day, 0:44:48, time: 0.678, data_time: 0.032, memory: 6352, loss_activity: 0.2893, loss_completeness: 0.1122, loss_reg: 0.0653, loss: 0.4669, grad_norm: 9.2771 2020-10-05 17:52:20,828 - mmaction - INFO - Epoch [54][12/25] lr: 1.000e-03, eta: 1 day, 0:43:37, time: 0.445, data_time: 0.011, memory: 6352, loss_activity: 0.3740, loss_completeness: 0.1056, loss_reg: 0.0456, loss: 0.5252, grad_norm: 11.1941 2020-10-05 17:52:21,353 - mmaction - INFO - Epoch [54][13/25] lr: 1.000e-03, eta: 1 day, 0:42:27, time: 0.532, data_time: 0.095, memory: 6352, loss_activity: 0.3871, loss_completeness: 0.1082, loss_reg: 0.0773, loss: 0.5726, grad_norm: 13.4825 2020-10-05 17:52:21,828 - mmaction - INFO - Epoch [54][14/25] lr: 1.000e-03, eta: 1 day, 0:41:17, time: 0.525, data_time: 0.089, memory: 6352, loss_activity: 0.5761, loss_completeness: 0.0909, loss_reg: 0.1014, loss: 0.7684, grad_norm: 14.2686 2020-10-05 17:52:22,392 - mmaction - INFO - Epoch [54][15/25] lr: 1.000e-03, eta: 1 day, 0:40:07, time: 0.577, data_time: 0.032, memory: 6352, loss_activity: 0.1500, loss_completeness: 0.0852, loss_reg: 0.0674, loss: 0.3026, grad_norm: 9.2654 2020-10-05 17:52:22,916 - mmaction - INFO - Epoch [54][16/25] lr: 1.000e-03, eta: 1 day, 0:38:58, time: 0.522, data_time: 0.020, memory: 6352, loss_activity: 0.8612, loss_completeness: 0.0841, loss_reg: 0.0524, loss: 0.9977, grad_norm: 19.8183 2020-10-05 17:52:23,516 - mmaction - INFO - Epoch [54][17/25] lr: 1.000e-03, eta: 1 day, 0:37:48, time: 0.540, data_time: 0.023, memory: 6352, loss_activity: 0.2900, loss_completeness: 0.0900, loss_reg: 0.0262, loss: 0.4062, grad_norm: 11.7880 2020-10-05 17:52:24,045 - mmaction - INFO - Epoch [54][18/25] lr: 1.000e-03, eta: 1 day, 0:36:39, time: 0.591, data_time: 0.090, memory: 6352, loss_activity: 0.3578, loss_completeness: 0.0826, loss_reg: 0.0326, loss: 0.4730, grad_norm: 11.6669 2020-10-05 17:52:24,579 - mmaction - INFO - Epoch [54][19/25] lr: 1.000e-03, eta: 1 day, 0:35:30, time: 0.537, data_time: 0.026, memory: 6352, loss_activity: 0.3032, loss_completeness: 0.1041, loss_reg: 0.0488, loss: 0.4560, grad_norm: 10.2269 2020-10-05 17:52:25,178 - mmaction - INFO - Epoch [54][20/25] lr: 1.000e-03, eta: 1 day, 0:34:20, time: 0.523, data_time: 0.028, memory: 6352, loss_activity: 0.2705, loss_completeness: 0.0942, loss_reg: 0.0228, loss: 0.3874, grad_norm: 15.3793 2020-10-05 17:52:25,806 - mmaction - INFO - Epoch [54][21/25] lr: 1.000e-03, eta: 1 day, 0:33:11, time: 0.588, data_time: 0.139, memory: 6352, loss_activity: 0.3824, loss_completeness: 0.0920, loss_reg: 0.0351, loss: 0.5096, grad_norm: 12.5038 2020-10-05 17:52:26,275 - mmaction - INFO - Epoch [54][22/25] lr: 1.000e-03, eta: 1 day, 0:32:03, time: 0.589, data_time: 0.181, memory: 6352, loss_activity: 0.4875, loss_completeness: 0.0834, loss_reg: 0.0236, loss: 0.5945, grad_norm: 12.3965 2020-10-05 17:52:26,704 - mmaction - INFO - Epoch [54][23/25] lr: 1.000e-03, eta: 1 day, 0:30:53, time: 0.436, data_time: 0.016, memory: 6352, loss_activity: 0.3204, loss_completeness: 0.1010, loss_reg: 0.0445, loss: 0.4659, grad_norm: 10.5614 2020-10-05 17:52:27,124 - mmaction - INFO - Epoch [54][24/25] lr: 1.000e-03, eta: 1 day, 0:29:43, time: 0.419, data_time: 0.017, memory: 6352, loss_activity: 0.3201, loss_completeness: 0.0884, loss_reg: 0.0347, loss: 0.4433, grad_norm: 17.0279 2020-10-05 17:52:27,540 - mmaction - INFO - Epoch [54][25/25] lr: 1.000e-03, eta: 1 day, 0:28:33, time: 0.412, data_time: 0.009, memory: 6352, loss_activity: 0.2230, loss_completeness: 0.0910, loss_reg: 0.0786, loss: 0.3927, grad_norm: 11.0293 2020-10-05 17:52:35,765 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:55:38,627 - mmaction - INFO - Epoch [55][1/25] lr: 1.000e-03, eta: 1 day, 0:52:27, time: 182.606, data_time: 178.753, memory: 6352, loss_activity: 0.2307, loss_completeness: 0.0662, loss_reg: 0.0545, loss: 0.3513, grad_norm: 9.2521 2020-10-05 17:55:39,240 - mmaction - INFO - Epoch [55][2/25] lr: 1.000e-03, eta: 1 day, 0:51:19, time: 0.779, data_time: 0.359, memory: 6352, loss_activity: 0.6097, loss_completeness: 0.0854, loss_reg: 0.0361, loss: 0.7312, grad_norm: 15.8561 2020-10-05 17:55:39,697 - mmaction - INFO - Epoch [55][3/25] lr: 1.000e-03, eta: 1 day, 0:50:09, time: 0.532, data_time: 0.096, memory: 6352, loss_activity: 0.2710, loss_completeness: 0.0889, loss_reg: 0.0404, loss: 0.4003, grad_norm: 11.8234 2020-10-05 17:55:40,380 - mmaction - INFO - Epoch [55][4/25] lr: 1.000e-03, eta: 1 day, 0:49:00, time: 0.590, data_time: 0.019, memory: 6352, loss_activity: 0.4539, loss_completeness: 0.1117, loss_reg: 0.0392, loss: 0.6048, grad_norm: 13.6393 2020-10-05 17:55:40,831 - mmaction - INFO - Epoch [55][5/25] lr: 1.000e-03, eta: 1 day, 0:47:51, time: 0.527, data_time: 0.109, memory: 6352, loss_activity: 0.6342, loss_completeness: 0.1029, loss_reg: 0.0559, loss: 0.7931, grad_norm: 16.7481 2020-10-05 17:55:41,458 - mmaction - INFO - Epoch [55][6/25] lr: 1.000e-03, eta: 1 day, 0:46:41, time: 0.559, data_time: 0.034, memory: 6352, loss_activity: 0.2348, loss_completeness: 0.0983, loss_reg: 0.0444, loss: 0.3776, grad_norm: 8.9978 2020-10-05 17:55:41,940 - mmaction - INFO - Epoch [55][7/25] lr: 1.000e-03, eta: 1 day, 0:45:32, time: 0.554, data_time: 0.102, memory: 6352, loss_activity: 1.0819, loss_completeness: 0.1081, loss_reg: 0.0233, loss: 1.2133, grad_norm: 19.1531 2020-10-05 17:55:42,532 - mmaction - INFO - Epoch [55][8/25] lr: 1.000e-03, eta: 1 day, 0:44:23, time: 0.592, data_time: 0.032, memory: 6352, loss_activity: 0.5337, loss_completeness: 0.0772, loss_reg: 0.1232, loss: 0.7340, grad_norm: 12.3581 2020-10-05 17:55:43,102 - mmaction - INFO - Epoch [55][9/25] lr: 1.000e-03, eta: 1 day, 0:43:14, time: 0.550, data_time: 0.044, memory: 6352, loss_activity: 0.1267, loss_completeness: 0.0860, loss_reg: 0.0510, loss: 0.2638, grad_norm: 10.6397 2020-10-05 17:55:43,624 - mmaction - INFO - Epoch [55][10/25] lr: 1.000e-03, eta: 1 day, 0:42:06, time: 0.557, data_time: 0.059, memory: 6352, loss_activity: 0.3088, loss_completeness: 0.0925, loss_reg: 0.0315, loss: 0.4328, grad_norm: 8.9447 2020-10-05 17:55:44,173 - mmaction - INFO - Epoch [55][11/25] lr: 1.000e-03, eta: 1 day, 0:40:57, time: 0.538, data_time: 0.015, memory: 6352, loss_activity: 0.1638, loss_completeness: 0.0724, loss_reg: 0.0690, loss: 0.3051, grad_norm: 6.8493 2020-10-05 17:55:44,715 - mmaction - INFO - Epoch [55][12/25] lr: 1.000e-03, eta: 1 day, 0:39:48, time: 0.508, data_time: 0.050, memory: 6352, loss_activity: 0.5727, loss_completeness: 0.0802, loss_reg: 0.0341, loss: 0.6870, grad_norm: 14.9499 2020-10-05 17:55:45,184 - mmaction - INFO - Epoch [55][13/25] lr: 1.000e-03, eta: 1 day, 0:38:39, time: 0.519, data_time: 0.059, memory: 6352, loss_activity: 0.4272, loss_completeness: 0.0979, loss_reg: 0.0697, loss: 0.5948, grad_norm: 15.6118 2020-10-05 17:55:45,697 - mmaction - INFO - Epoch [55][14/25] lr: 1.000e-03, eta: 1 day, 0:37:30, time: 0.508, data_time: 0.014, memory: 6352, loss_activity: 0.2745, loss_completeness: 0.0918, loss_reg: 0.0391, loss: 0.4053, grad_norm: 8.9897 2020-10-05 17:55:46,265 - mmaction - INFO - Epoch [55][15/25] lr: 1.000e-03, eta: 1 day, 0:36:21, time: 0.555, data_time: 0.019, memory: 6352, loss_activity: 0.2035, loss_completeness: 0.0733, loss_reg: 0.0372, loss: 0.3139, grad_norm: 6.7065 2020-10-05 17:55:46,767 - mmaction - INFO - Epoch [55][16/25] lr: 1.000e-03, eta: 1 day, 0:35:13, time: 0.511, data_time: 0.027, memory: 6352, loss_activity: 0.2055, loss_completeness: 0.0748, loss_reg: 0.0756, loss: 0.3560, grad_norm: 10.3968 2020-10-05 17:55:47,436 - mmaction - INFO - Epoch [55][17/25] lr: 1.000e-03, eta: 1 day, 0:34:05, time: 0.629, data_time: 0.017, memory: 6352, loss_activity: 0.6729, loss_completeness: 0.0794, loss_reg: 0.0752, loss: 0.8275, grad_norm: 15.2118 2020-10-05 17:55:48,014 - mmaction - INFO - Epoch [55][18/25] lr: 1.000e-03, eta: 1 day, 0:32:58, time: 0.631, data_time: 0.070, memory: 6352, loss_activity: 0.8454, loss_completeness: 0.0838, loss_reg: 0.0578, loss: 0.9869, grad_norm: 14.9385 2020-10-05 17:55:48,593 - mmaction - INFO - Epoch [55][19/25] lr: 1.000e-03, eta: 1 day, 0:31:49, time: 0.453, data_time: 0.012, memory: 6352, loss_activity: 0.8998, loss_completeness: 0.1026, loss_reg: 0.0454, loss: 1.0478, grad_norm: 19.3483 2020-10-05 17:55:49,135 - mmaction - INFO - Epoch [55][20/25] lr: 1.000e-03, eta: 1 day, 0:30:42, time: 0.606, data_time: 0.132, memory: 6352, loss_activity: 0.6378, loss_completeness: 0.0982, loss_reg: 0.0474, loss: 0.7833, grad_norm: 15.4619 2020-10-05 17:55:49,741 - mmaction - INFO - Epoch [55][21/25] lr: 1.000e-03, eta: 1 day, 0:29:34, time: 0.591, data_time: 0.138, memory: 6352, loss_activity: 0.3029, loss_completeness: 0.0948, loss_reg: 0.0643, loss: 0.4620, grad_norm: 9.2434 2020-10-05 17:55:50,221 - mmaction - INFO - Epoch [55][22/25] lr: 1.000e-03, eta: 1 day, 0:28:26, time: 0.508, data_time: 0.085, memory: 6352, loss_activity: 0.5754, loss_completeness: 0.0791, loss_reg: 0.0427, loss: 0.6972, grad_norm: 16.3678 2020-10-05 17:55:50,633 - mmaction - INFO - Epoch [55][23/25] lr: 1.000e-03, eta: 1 day, 0:27:18, time: 0.456, data_time: 0.056, memory: 6352, loss_activity: 0.3584, loss_completeness: 0.0877, loss_reg: 0.0379, loss: 0.4840, grad_norm: 7.3995 2020-10-05 17:55:51,049 - mmaction - INFO - Epoch [55][24/25] lr: 1.000e-03, eta: 1 day, 0:26:09, time: 0.416, data_time: 0.013, memory: 6352, loss_activity: 0.3738, loss_completeness: 0.0865, loss_reg: 0.0690, loss: 0.5293, grad_norm: 8.0031 2020-10-05 17:55:51,467 - mmaction - INFO - Epoch [55][25/25] lr: 1.000e-03, eta: 1 day, 0:25:00, time: 0.418, data_time: 0.011, memory: 6352, loss_activity: 0.1631, loss_completeness: 0.0981, loss_reg: 0.0691, loss: 0.3303, grad_norm: 7.9426 2020-10-05 17:55:59,039 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-10-05 17:55:59,417 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 17:58:59,007 - mmaction - INFO - Epoch [56][1/25] lr: 1.000e-03, eta: 1 day, 0:48:00, time: 179.487, data_time: 173.893, memory: 6352, loss_activity: 0.1763, loss_completeness: 0.0861, loss_reg: 0.0394, loss: 0.3019, grad_norm: 6.6136 2020-10-05 17:58:59,634 - mmaction - INFO - Epoch [56][2/25] lr: 1.000e-03, eta: 1 day, 0:46:53, time: 0.723, data_time: 0.189, memory: 6352, loss_activity: 0.4052, loss_completeness: 0.0755, loss_reg: 0.0561, loss: 0.5367, grad_norm: 11.7414 2020-10-05 17:59:00,073 - mmaction - INFO - Epoch [56][3/25] lr: 1.000e-03, eta: 1 day, 0:45:43, time: 0.437, data_time: 0.024, memory: 6352, loss_activity: 0.3826, loss_completeness: 0.1062, loss_reg: 0.0654, loss: 0.5542, grad_norm: 9.2406 2020-10-05 17:59:00,670 - mmaction - INFO - Epoch [56][4/25] lr: 1.000e-03, eta: 1 day, 0:44:35, time: 0.582, data_time: 0.040, memory: 6352, loss_activity: 0.7510, loss_completeness: 0.0983, loss_reg: 0.0466, loss: 0.8959, grad_norm: 13.6539 2020-10-05 17:59:01,167 - mmaction - INFO - Epoch [56][5/25] lr: 1.000e-03, eta: 1 day, 0:43:27, time: 0.504, data_time: 0.028, memory: 6352, loss_activity: 0.3962, loss_completeness: 0.0805, loss_reg: 0.0624, loss: 0.5391, grad_norm: 12.3999 2020-10-05 17:59:01,882 - mmaction - INFO - Epoch [56][6/25] lr: 1.000e-03, eta: 1 day, 0:42:20, time: 0.663, data_time: 0.018, memory: 6352, loss_activity: 0.2164, loss_completeness: 0.0703, loss_reg: 0.0693, loss: 0.3560, grad_norm: 7.7088 2020-10-05 17:59:02,356 - mmaction - INFO - Epoch [56][7/25] lr: 1.000e-03, eta: 1 day, 0:41:12, time: 0.513, data_time: 0.071, memory: 6352, loss_activity: 0.5062, loss_completeness: 0.0908, loss_reg: 0.0153, loss: 0.6124, grad_norm: 14.9306 2020-10-05 17:59:02,974 - mmaction - INFO - Epoch [56][8/25] lr: 1.000e-03, eta: 1 day, 0:40:04, time: 0.570, data_time: 0.031, memory: 6352, loss_activity: 0.3302, loss_completeness: 0.1061, loss_reg: 0.0531, loss: 0.4894, grad_norm: 14.4846 2020-10-05 17:59:03,506 - mmaction - INFO - Epoch [56][9/25] lr: 1.000e-03, eta: 1 day, 0:38:56, time: 0.554, data_time: 0.080, memory: 6352, loss_activity: 0.5332, loss_completeness: 0.0826, loss_reg: 0.0574, loss: 0.6732, grad_norm: 17.8050 2020-10-05 17:59:03,995 - mmaction - INFO - Epoch [56][10/25] lr: 1.000e-03, eta: 1 day, 0:37:48, time: 0.507, data_time: 0.058, memory: 6352, loss_activity: 0.1323, loss_completeness: 0.0727, loss_reg: 0.0608, loss: 0.2658, grad_norm: 8.6862 2020-10-05 17:59:04,616 - mmaction - INFO - Epoch [56][11/25] lr: 1.000e-03, eta: 1 day, 0:36:41, time: 0.535, data_time: 0.044, memory: 6352, loss_activity: 0.4054, loss_completeness: 0.0769, loss_reg: 0.0214, loss: 0.5037, grad_norm: 15.9529 2020-10-05 17:59:05,253 - mmaction - INFO - Epoch [56][12/25] lr: 1.000e-03, eta: 1 day, 0:35:34, time: 0.649, data_time: 0.139, memory: 6352, loss_activity: 0.1714, loss_completeness: 0.1138, loss_reg: 0.0285, loss: 0.3137, grad_norm: 7.3967 2020-10-05 17:59:05,809 - mmaction - INFO - Epoch [56][13/25] lr: 1.000e-03, eta: 1 day, 0:34:27, time: 0.642, data_time: 0.118, memory: 6352, loss_activity: 0.6339, loss_completeness: 0.1034, loss_reg: 0.0312, loss: 0.7685, grad_norm: 22.1397 2020-10-05 17:59:06,317 - mmaction - INFO - Epoch [56][14/25] lr: 1.000e-03, eta: 1 day, 0:33:20, time: 0.498, data_time: 0.030, memory: 6352, loss_activity: 0.3190, loss_completeness: 0.0883, loss_reg: 0.0608, loss: 0.4682, grad_norm: 9.8563 2020-10-05 17:59:06,897 - mmaction - INFO - Epoch [56][15/25] lr: 1.000e-03, eta: 1 day, 0:32:13, time: 0.591, data_time: 0.038, memory: 6352, loss_activity: 0.9074, loss_completeness: 0.1005, loss_reg: 0.0753, loss: 1.0832, grad_norm: 21.8621 2020-10-05 17:59:07,542 - mmaction - INFO - Epoch [56][16/25] lr: 1.000e-03, eta: 1 day, 0:31:06, time: 0.593, data_time: 0.027, memory: 6352, loss_activity: 0.5371, loss_completeness: 0.0836, loss_reg: 0.0554, loss: 0.6761, grad_norm: 19.7368 2020-10-05 17:59:08,036 - mmaction - INFO - Epoch [56][17/25] lr: 1.000e-03, eta: 1 day, 0:29:59, time: 0.545, data_time: 0.081, memory: 6352, loss_activity: 0.5984, loss_completeness: 0.0847, loss_reg: 0.0739, loss: 0.7571, grad_norm: 17.7293 2020-10-05 17:59:08,663 - mmaction - INFO - Epoch [56][18/25] lr: 1.000e-03, eta: 1 day, 0:28:53, time: 0.647, data_time: 0.028, memory: 6352, loss_activity: 0.4584, loss_completeness: 0.0853, loss_reg: 0.0677, loss: 0.6114, grad_norm: 14.5098 2020-10-05 17:59:09,117 - mmaction - INFO - Epoch [56][19/25] lr: 1.000e-03, eta: 1 day, 0:27:46, time: 0.447, data_time: 0.010, memory: 6352, loss_activity: 0.7910, loss_completeness: 0.1016, loss_reg: 0.0536, loss: 0.9462, grad_norm: 24.5681 2020-10-05 17:59:09,762 - mmaction - INFO - Epoch [56][20/25] lr: 1.000e-03, eta: 1 day, 0:26:40, time: 0.636, data_time: 0.063, memory: 6352, loss_activity: 0.5598, loss_completeness: 0.1017, loss_reg: 0.0300, loss: 0.6915, grad_norm: 22.3170 2020-10-05 17:59:10,412 - mmaction - INFO - Epoch [56][21/25] lr: 1.000e-03, eta: 1 day, 0:25:33, time: 0.574, data_time: 0.085, memory: 6352, loss_activity: 0.3932, loss_completeness: 0.0765, loss_reg: 0.0618, loss: 0.5315, grad_norm: 10.1510 2020-10-05 17:59:10,882 - mmaction - INFO - Epoch [56][22/25] lr: 1.000e-03, eta: 1 day, 0:24:27, time: 0.557, data_time: 0.108, memory: 6352, loss_activity: 0.4893, loss_completeness: 0.0869, loss_reg: 0.0611, loss: 0.6373, grad_norm: 12.6368 2020-10-05 17:59:11,294 - mmaction - INFO - Epoch [56][23/25] lr: 1.000e-03, eta: 1 day, 0:23:19, time: 0.417, data_time: 0.014, memory: 6352, loss_activity: 0.3254, loss_completeness: 0.0697, loss_reg: 0.0389, loss: 0.4340, grad_norm: 11.5288 2020-10-05 17:59:11,705 - mmaction - INFO - Epoch [56][24/25] lr: 1.000e-03, eta: 1 day, 0:22:12, time: 0.413, data_time: 0.007, memory: 6352, loss_activity: 0.8051, loss_completeness: 0.0980, loss_reg: 0.0427, loss: 0.9458, grad_norm: 21.3603 2020-10-05 17:59:12,118 - mmaction - INFO - Epoch [56][25/25] lr: 1.000e-03, eta: 1 day, 0:21:05, time: 0.412, data_time: 0.005, memory: 6352, loss_activity: 0.4326, loss_completeness: 0.0765, loss_reg: 0.0645, loss: 0.5736, grad_norm: 15.3794 2020-10-05 17:59:19,961 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:02:36,420 - mmaction - INFO - Epoch [57][1/25] lr: 1.000e-03, eta: 1 day, 0:45:49, time: 196.235, data_time: 193.143, memory: 6352, loss_activity: 0.5127, loss_completeness: 0.0884, loss_reg: 0.0451, loss: 0.6461, grad_norm: 17.5668 2020-10-05 18:02:37,040 - mmaction - INFO - Epoch [57][2/25] lr: 1.000e-03, eta: 1 day, 0:44:43, time: 0.744, data_time: 0.267, memory: 6352, loss_activity: 0.5031, loss_completeness: 0.0920, loss_reg: 0.0808, loss: 0.6759, grad_norm: 12.0171 2020-10-05 18:02:37,612 - mmaction - INFO - Epoch [57][3/25] lr: 1.000e-03, eta: 1 day, 0:43:37, time: 0.667, data_time: 0.110, memory: 6352, loss_activity: 0.2337, loss_completeness: 0.0817, loss_reg: 0.0448, loss: 0.3602, grad_norm: 8.5242 2020-10-05 18:02:38,164 - mmaction - INFO - Epoch [57][4/25] lr: 1.000e-03, eta: 1 day, 0:42:29, time: 0.489, data_time: 0.034, memory: 6352, loss_activity: 0.2484, loss_completeness: 0.0843, loss_reg: 0.0447, loss: 0.3774, grad_norm: 7.8260 2020-10-05 18:02:38,605 - mmaction - INFO - Epoch [57][5/25] lr: 1.000e-03, eta: 1 day, 0:41:22, time: 0.503, data_time: 0.082, memory: 6352, loss_activity: 0.2308, loss_completeness: 0.0725, loss_reg: 0.0618, loss: 0.3652, grad_norm: 8.3575 2020-10-05 18:02:39,243 - mmaction - INFO - Epoch [57][6/25] lr: 1.000e-03, eta: 1 day, 0:40:15, time: 0.570, data_time: 0.028, memory: 6352, loss_activity: 0.4659, loss_completeness: 0.0955, loss_reg: 0.0509, loss: 0.6122, grad_norm: 11.9511 2020-10-05 18:02:39,814 - mmaction - INFO - Epoch [57][7/25] lr: 1.000e-03, eta: 1 day, 0:39:09, time: 0.590, data_time: 0.081, memory: 6352, loss_activity: 0.3948, loss_completeness: 0.0893, loss_reg: 0.0434, loss: 0.5275, grad_norm: 14.6259 2020-10-05 18:02:40,314 - mmaction - INFO - Epoch [57][8/25] lr: 1.000e-03, eta: 1 day, 0:38:02, time: 0.523, data_time: 0.057, memory: 6352, loss_activity: 0.2768, loss_completeness: 0.0645, loss_reg: 0.0538, loss: 0.3951, grad_norm: 10.0537 2020-10-05 18:02:40,896 - mmaction - INFO - Epoch [57][9/25] lr: 1.000e-03, eta: 1 day, 0:36:55, time: 0.506, data_time: 0.032, memory: 6352, loss_activity: 0.2787, loss_completeness: 0.1122, loss_reg: 0.0608, loss: 0.4517, grad_norm: 10.7727 2020-10-05 18:02:41,415 - mmaction - INFO - Epoch [57][10/25] lr: 1.000e-03, eta: 1 day, 0:35:48, time: 0.567, data_time: 0.110, memory: 6352, loss_activity: 0.2281, loss_completeness: 0.0872, loss_reg: 0.0203, loss: 0.3356, grad_norm: 9.5859 2020-10-05 18:02:41,915 - mmaction - INFO - Epoch [57][11/25] lr: 1.000e-03, eta: 1 day, 0:34:42, time: 0.549, data_time: 0.070, memory: 6352, loss_activity: 0.3335, loss_completeness: 0.0840, loss_reg: 0.0230, loss: 0.4406, grad_norm: 10.5047 2020-10-05 18:02:42,500 - mmaction - INFO - Epoch [57][12/25] lr: 1.000e-03, eta: 1 day, 0:33:36, time: 0.563, data_time: 0.022, memory: 6352, loss_activity: 0.4140, loss_completeness: 0.0939, loss_reg: 0.0360, loss: 0.5439, grad_norm: 17.5730 2020-10-05 18:02:43,075 - mmaction - INFO - Epoch [57][13/25] lr: 1.000e-03, eta: 1 day, 0:32:30, time: 0.589, data_time: 0.034, memory: 6352, loss_activity: 0.4765, loss_completeness: 0.0953, loss_reg: 0.0516, loss: 0.6234, grad_norm: 17.3247 2020-10-05 18:02:43,601 - mmaction - INFO - Epoch [57][14/25] lr: 1.000e-03, eta: 1 day, 0:31:23, time: 0.465, data_time: 0.021, memory: 6352, loss_activity: 0.6811, loss_completeness: 0.1169, loss_reg: 0.0599, loss: 0.8579, grad_norm: 18.4521 2020-10-05 18:02:44,115 - mmaction - INFO - Epoch [57][15/25] lr: 1.000e-03, eta: 1 day, 0:30:17, time: 0.579, data_time: 0.081, memory: 6352, loss_activity: 0.3914, loss_completeness: 0.0866, loss_reg: 0.0544, loss: 0.5325, grad_norm: 13.2122 2020-10-05 18:02:44,639 - mmaction - INFO - Epoch [57][16/25] lr: 1.000e-03, eta: 1 day, 0:29:11, time: 0.528, data_time: 0.013, memory: 6352, loss_activity: 0.7387, loss_completeness: 0.0597, loss_reg: 0.0468, loss: 0.8451, grad_norm: 20.1594 2020-10-05 18:02:45,269 - mmaction - INFO - Epoch [57][17/25] lr: 1.000e-03, eta: 1 day, 0:28:06, time: 0.614, data_time: 0.012, memory: 6352, loss_activity: 0.2588, loss_completeness: 0.0843, loss_reg: 0.0597, loss: 0.4028, grad_norm: 12.2274 2020-10-05 18:02:45,735 - mmaction - INFO - Epoch [57][18/25] lr: 1.000e-03, eta: 1 day, 0:27:00, time: 0.489, data_time: 0.030, memory: 6352, loss_activity: 0.5051, loss_completeness: 0.0877, loss_reg: 0.0792, loss: 0.6720, grad_norm: 16.6178 2020-10-05 18:02:46,266 - mmaction - INFO - Epoch [57][19/25] lr: 1.000e-03, eta: 1 day, 0:25:54, time: 0.512, data_time: 0.012, memory: 6352, loss_activity: 0.4937, loss_completeness: 0.0781, loss_reg: 0.0282, loss: 0.6000, grad_norm: 19.4003 2020-10-05 18:02:46,795 - mmaction - INFO - Epoch [57][20/25] lr: 1.000e-03, eta: 1 day, 0:24:48, time: 0.518, data_time: 0.025, memory: 6352, loss_activity: 0.1831, loss_completeness: 0.0845, loss_reg: 0.1245, loss: 0.3921, grad_norm: 8.4615 2020-10-05 18:02:47,340 - mmaction - INFO - Epoch [57][21/25] lr: 1.000e-03, eta: 1 day, 0:23:42, time: 0.543, data_time: 0.055, memory: 6352, loss_activity: 0.9284, loss_completeness: 0.0839, loss_reg: 0.0250, loss: 1.0373, grad_norm: 21.2150 2020-10-05 18:02:47,938 - mmaction - INFO - Epoch [57][22/25] lr: 1.000e-03, eta: 1 day, 0:22:37, time: 0.613, data_time: 0.078, memory: 6352, loss_activity: 0.5238, loss_completeness: 0.1012, loss_reg: 0.0305, loss: 0.6555, grad_norm: 21.7325 2020-10-05 18:02:48,380 - mmaction - INFO - Epoch [57][23/25] lr: 1.000e-03, eta: 1 day, 0:21:31, time: 0.454, data_time: 0.043, memory: 6352, loss_activity: 0.3622, loss_completeness: 0.0710, loss_reg: 0.0811, loss: 0.5144, grad_norm: 9.6224 2020-10-05 18:02:48,797 - mmaction - INFO - Epoch [57][24/25] lr: 1.000e-03, eta: 1 day, 0:20:25, time: 0.417, data_time: 0.013, memory: 6352, loss_activity: 0.3457, loss_completeness: 0.0926, loss_reg: 0.0525, loss: 0.4908, grad_norm: 13.9083 2020-10-05 18:02:49,213 - mmaction - INFO - Epoch [57][25/25] lr: 1.000e-03, eta: 1 day, 0:19:19, time: 0.417, data_time: 0.010, memory: 6352, loss_activity: 0.2911, loss_completeness: 0.0786, loss_reg: 0.0509, loss: 0.4206, grad_norm: 12.0499 2020-10-05 18:02:56,810 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:06:00,049 - mmaction - INFO - Epoch [58][1/25] lr: 1.000e-03, eta: 1 day, 0:41:52, time: 183.120, data_time: 178.088, memory: 6352, loss_activity: 0.2059, loss_completeness: 0.0700, loss_reg: 0.0658, loss: 0.3417, grad_norm: 13.9827 2020-10-05 18:06:00,645 - mmaction - INFO - Epoch [58][2/25] lr: 1.000e-03, eta: 1 day, 0:40:46, time: 0.660, data_time: 0.206, memory: 6352, loss_activity: 0.1980, loss_completeness: 0.0749, loss_reg: 0.0549, loss: 0.3278, grad_norm: 10.9340 2020-10-05 18:06:01,077 - mmaction - INFO - Epoch [58][3/25] lr: 1.000e-03, eta: 1 day, 0:39:40, time: 0.486, data_time: 0.060, memory: 6352, loss_activity: 0.1439, loss_completeness: 0.0760, loss_reg: 0.0699, loss: 0.2899, grad_norm: 8.2362 2020-10-05 18:06:01,693 - mmaction - INFO - Epoch [58][4/25] lr: 1.000e-03, eta: 1 day, 0:38:34, time: 0.595, data_time: 0.006, memory: 6352, loss_activity: 0.6080, loss_completeness: 0.0849, loss_reg: 0.0547, loss: 0.7477, grad_norm: 15.6747 2020-10-05 18:06:02,253 - mmaction - INFO - Epoch [58][5/25] lr: 1.000e-03, eta: 1 day, 0:37:29, time: 0.552, data_time: 0.030, memory: 6352, loss_activity: 1.2190, loss_completeness: 0.0849, loss_reg: 0.0725, loss: 1.3764, grad_norm: 16.6172 2020-10-05 18:06:02,880 - mmaction - INFO - Epoch [58][6/25] lr: 1.000e-03, eta: 1 day, 0:36:23, time: 0.543, data_time: 0.058, memory: 6352, loss_activity: 0.8605, loss_completeness: 0.1029, loss_reg: 0.0455, loss: 1.0089, grad_norm: 18.5612 2020-10-05 18:06:03,408 - mmaction - INFO - Epoch [58][7/25] lr: 1.000e-03, eta: 1 day, 0:35:18, time: 0.598, data_time: 0.130, memory: 6352, loss_activity: 0.4304, loss_completeness: 0.0965, loss_reg: 0.0601, loss: 0.5870, grad_norm: 11.6671 2020-10-05 18:06:03,958 - mmaction - INFO - Epoch [58][8/25] lr: 1.000e-03, eta: 1 day, 0:34:12, time: 0.515, data_time: 0.049, memory: 6352, loss_activity: 0.4794, loss_completeness: 0.0807, loss_reg: 0.0719, loss: 0.6320, grad_norm: 11.7829 2020-10-05 18:06:04,402 - mmaction - INFO - Epoch [58][9/25] lr: 1.000e-03, eta: 1 day, 0:33:06, time: 0.518, data_time: 0.088, memory: 6352, loss_activity: 0.2351, loss_completeness: 0.1155, loss_reg: 0.0409, loss: 0.3915, grad_norm: 9.5840 2020-10-05 18:06:04,985 - mmaction - INFO - Epoch [58][10/25] lr: 1.000e-03, eta: 1 day, 0:32:01, time: 0.520, data_time: 0.011, memory: 6352, loss_activity: 0.3288, loss_completeness: 0.0827, loss_reg: 0.0735, loss: 0.4849, grad_norm: 9.6536 2020-10-05 18:06:05,538 - mmaction - INFO - Epoch [58][11/25] lr: 1.000e-03, eta: 1 day, 0:30:56, time: 0.580, data_time: 0.074, memory: 6352, loss_activity: 0.5655, loss_completeness: 0.0980, loss_reg: 0.0174, loss: 0.6809, grad_norm: 9.2255 2020-10-05 18:06:06,073 - mmaction - INFO - Epoch [58][12/25] lr: 1.000e-03, eta: 1 day, 0:29:51, time: 0.572, data_time: 0.047, memory: 6352, loss_activity: 0.3508, loss_completeness: 0.0921, loss_reg: 0.0532, loss: 0.4961, grad_norm: 9.3505 2020-10-05 18:06:06,703 - mmaction - INFO - Epoch [58][13/25] lr: 1.000e-03, eta: 1 day, 0:28:46, time: 0.576, data_time: 0.009, memory: 6352, loss_activity: 0.9635, loss_completeness: 0.0952, loss_reg: 0.0386, loss: 1.0972, grad_norm: 14.8750 2020-10-05 18:06:07,244 - mmaction - INFO - Epoch [58][14/25] lr: 1.000e-03, eta: 1 day, 0:27:41, time: 0.599, data_time: 0.065, memory: 6352, loss_activity: 0.4614, loss_completeness: 0.0784, loss_reg: 0.0401, loss: 0.5800, grad_norm: 9.7578 2020-10-05 18:06:07,833 - mmaction - INFO - Epoch [58][15/25] lr: 1.000e-03, eta: 1 day, 0:26:36, time: 0.504, data_time: 0.021, memory: 6352, loss_activity: 0.1801, loss_completeness: 0.0939, loss_reg: 0.0593, loss: 0.3332, grad_norm: 7.4673 2020-10-05 18:06:08,343 - mmaction - INFO - Epoch [58][16/25] lr: 1.000e-03, eta: 1 day, 0:25:31, time: 0.549, data_time: 0.115, memory: 6352, loss_activity: 0.2558, loss_completeness: 0.0876, loss_reg: 0.0208, loss: 0.3642, grad_norm: 9.0422 2020-10-05 18:06:09,021 - mmaction - INFO - Epoch [58][17/25] lr: 1.000e-03, eta: 1 day, 0:24:27, time: 0.624, data_time: 0.052, memory: 6352, loss_activity: 0.4988, loss_completeness: 0.0944, loss_reg: 0.0774, loss: 0.6706, grad_norm: 14.1662 2020-10-05 18:06:09,532 - mmaction - INFO - Epoch [58][18/25] lr: 1.000e-03, eta: 1 day, 0:23:22, time: 0.521, data_time: 0.107, memory: 6352, loss_activity: 0.4212, loss_completeness: 0.0741, loss_reg: 0.0412, loss: 0.5365, grad_norm: 11.4098 2020-10-05 18:06:10,056 - mmaction - INFO - Epoch [58][19/25] lr: 1.000e-03, eta: 1 day, 0:22:18, time: 0.606, data_time: 0.097, memory: 6352, loss_activity: 0.5977, loss_completeness: 0.0901, loss_reg: 0.0346, loss: 0.7223, grad_norm: 9.9867 2020-10-05 18:06:10,633 - mmaction - INFO - Epoch [58][20/25] lr: 1.000e-03, eta: 1 day, 0:21:14, time: 0.574, data_time: 0.023, memory: 6352, loss_activity: 0.5482, loss_completeness: 0.0961, loss_reg: 0.0246, loss: 0.6689, grad_norm: 11.1824 2020-10-05 18:06:11,236 - mmaction - INFO - Epoch [58][21/25] lr: 1.000e-03, eta: 1 day, 0:20:09, time: 0.547, data_time: 0.064, memory: 6352, loss_activity: 0.4289, loss_completeness: 0.0755, loss_reg: 0.0425, loss: 0.5468, grad_norm: 12.7786 2020-10-05 18:06:11,721 - mmaction - INFO - Epoch [58][22/25] lr: 1.000e-03, eta: 1 day, 0:19:05, time: 0.551, data_time: 0.079, memory: 6352, loss_activity: 0.3599, loss_completeness: 0.0913, loss_reg: 0.0871, loss: 0.5383, grad_norm: 11.1797 2020-10-05 18:06:12,131 - mmaction - INFO - Epoch [58][23/25] lr: 1.000e-03, eta: 1 day, 0:18:00, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.6033, loss_completeness: 0.0967, loss_reg: 0.0728, loss: 0.7728, grad_norm: 14.0482 2020-10-05 18:06:12,542 - mmaction - INFO - Epoch [58][24/25] lr: 1.000e-03, eta: 1 day, 0:16:55, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.1595, loss_completeness: 0.0929, loss_reg: 0.1265, loss: 0.3789, grad_norm: 7.3441 2020-10-05 18:06:12,953 - mmaction - INFO - Epoch [58][25/25] lr: 1.000e-03, eta: 1 day, 0:15:50, time: 0.411, data_time: 0.011, memory: 6352, loss_activity: 0.5883, loss_completeness: 0.0759, loss_reg: 0.0458, loss: 0.7099, grad_norm: 16.5970 2020-10-05 18:06:18,568 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:09:23,843 - mmaction - INFO - Epoch [59][1/25] lr: 1.000e-03, eta: 1 day, 0:38:11, time: 185.103, data_time: 178.990, memory: 6352, loss_activity: 0.4125, loss_completeness: 0.0848, loss_reg: 0.0412, loss: 0.5385, grad_norm: 16.8513 2020-10-05 18:09:24,522 - mmaction - INFO - Epoch [59][2/25] lr: 1.000e-03, eta: 1 day, 0:37:08, time: 0.789, data_time: 0.294, memory: 6352, loss_activity: 0.2769, loss_completeness: 0.0754, loss_reg: 0.0374, loss: 0.3898, grad_norm: 9.5738 2020-10-05 18:09:25,037 - mmaction - INFO - Epoch [59][3/25] lr: 1.000e-03, eta: 1 day, 0:36:03, time: 0.479, data_time: 0.077, memory: 6352, loss_activity: 0.2227, loss_completeness: 0.0739, loss_reg: 0.0693, loss: 0.3659, grad_norm: 10.1832 2020-10-05 18:09:25,667 - mmaction - INFO - Epoch [59][4/25] lr: 1.000e-03, eta: 1 day, 0:34:59, time: 0.649, data_time: 0.101, memory: 6352, loss_activity: 0.6030, loss_completeness: 0.0934, loss_reg: 0.0422, loss: 0.7386, grad_norm: 19.2609 2020-10-05 18:09:26,149 - mmaction - INFO - Epoch [59][5/25] lr: 1.000e-03, eta: 1 day, 0:33:54, time: 0.541, data_time: 0.082, memory: 6352, loss_activity: 0.7319, loss_completeness: 0.0957, loss_reg: 0.0395, loss: 0.8672, grad_norm: 15.0022 2020-10-05 18:09:26,666 - mmaction - INFO - Epoch [59][6/25] lr: 1.000e-03, eta: 1 day, 0:32:49, time: 0.534, data_time: 0.022, memory: 6352, loss_activity: 0.2106, loss_completeness: 0.0697, loss_reg: 0.0518, loss: 0.3321, grad_norm: 6.4324 2020-10-05 18:09:27,258 - mmaction - INFO - Epoch [59][7/25] lr: 1.000e-03, eta: 1 day, 0:31:45, time: 0.546, data_time: 0.034, memory: 6352, loss_activity: 0.1145, loss_completeness: 0.0841, loss_reg: 0.0456, loss: 0.2442, grad_norm: 7.3848 2020-10-05 18:09:27,902 - mmaction - INFO - Epoch [59][8/25] lr: 1.000e-03, eta: 1 day, 0:30:41, time: 0.663, data_time: 0.051, memory: 6352, loss_activity: 0.4435, loss_completeness: 0.0845, loss_reg: 0.0281, loss: 0.5561, grad_norm: 11.8748 2020-10-05 18:09:28,379 - mmaction - INFO - Epoch [59][9/25] lr: 1.000e-03, eta: 1 day, 0:29:36, time: 0.489, data_time: 0.034, memory: 6352, loss_activity: 0.2577, loss_completeness: 0.0848, loss_reg: 0.0298, loss: 0.3722, grad_norm: 10.8463 2020-10-05 18:09:28,936 - mmaction - INFO - Epoch [59][10/25] lr: 1.000e-03, eta: 1 day, 0:28:32, time: 0.543, data_time: 0.020, memory: 6352, loss_activity: 0.3051, loss_completeness: 0.0917, loss_reg: 0.0345, loss: 0.4312, grad_norm: 9.7225 2020-10-05 18:09:29,516 - mmaction - INFO - Epoch [59][11/25] lr: 1.000e-03, eta: 1 day, 0:27:28, time: 0.567, data_time: 0.053, memory: 6352, loss_activity: 0.3883, loss_completeness: 0.0817, loss_reg: 0.0537, loss: 0.5237, grad_norm: 8.8247 2020-10-05 18:09:30,083 - mmaction - INFO - Epoch [59][12/25] lr: 1.000e-03, eta: 1 day, 0:26:24, time: 0.549, data_time: 0.047, memory: 6352, loss_activity: 0.8315, loss_completeness: 0.1021, loss_reg: 0.0547, loss: 0.9882, grad_norm: 17.0502 2020-10-05 18:09:30,634 - mmaction - INFO - Epoch [59][13/25] lr: 1.000e-03, eta: 1 day, 0:25:20, time: 0.580, data_time: 0.072, memory: 6352, loss_activity: 0.6959, loss_completeness: 0.0827, loss_reg: 0.0331, loss: 0.8117, grad_norm: 14.6849 2020-10-05 18:09:31,143 - mmaction - INFO - Epoch [59][14/25] lr: 1.000e-03, eta: 1 day, 0:24:16, time: 0.540, data_time: 0.037, memory: 6352, loss_activity: 0.1101, loss_completeness: 0.0925, loss_reg: 0.0598, loss: 0.2624, grad_norm: 7.2661 2020-10-05 18:09:31,661 - mmaction - INFO - Epoch [59][15/25] lr: 1.000e-03, eta: 1 day, 0:23:12, time: 0.497, data_time: 0.004, memory: 6352, loss_activity: 0.3416, loss_completeness: 0.0914, loss_reg: 0.0575, loss: 0.4905, grad_norm: 11.8338 2020-10-05 18:09:32,250 - mmaction - INFO - Epoch [59][16/25] lr: 1.000e-03, eta: 1 day, 0:22:09, time: 0.610, data_time: 0.027, memory: 6352, loss_activity: 0.3827, loss_completeness: 0.0831, loss_reg: 0.0582, loss: 0.5241, grad_norm: 20.1108 2020-10-05 18:09:32,930 - mmaction - INFO - Epoch [59][17/25] lr: 1.000e-03, eta: 1 day, 0:21:06, time: 0.602, data_time: 0.005, memory: 6352, loss_activity: 0.5897, loss_completeness: 0.1009, loss_reg: 0.0390, loss: 0.7296, grad_norm: 15.3256 2020-10-05 18:09:33,517 - mmaction - INFO - Epoch [59][18/25] lr: 1.000e-03, eta: 1 day, 0:20:02, time: 0.573, data_time: 0.091, memory: 6352, loss_activity: 0.4953, loss_completeness: 0.0749, loss_reg: 0.0431, loss: 0.6133, grad_norm: 16.4362 2020-10-05 18:09:34,104 - mmaction - INFO - Epoch [59][19/25] lr: 1.000e-03, eta: 1 day, 0:18:59, time: 0.584, data_time: 0.105, memory: 6352, loss_activity: 0.3520, loss_completeness: 0.0904, loss_reg: 0.0602, loss: 0.5025, grad_norm: 15.6378 2020-10-05 18:09:34,757 - mmaction - INFO - Epoch [59][20/25] lr: 1.000e-03, eta: 1 day, 0:17:56, time: 0.589, data_time: 0.148, memory: 6352, loss_activity: 0.8689, loss_completeness: 0.0984, loss_reg: 0.0631, loss: 1.0304, grad_norm: 21.1883 2020-10-05 18:09:35,317 - mmaction - INFO - Epoch [59][21/25] lr: 1.000e-03, eta: 1 day, 0:16:53, time: 0.622, data_time: 0.217, memory: 6352, loss_activity: 0.2296, loss_completeness: 0.0991, loss_reg: 0.0344, loss: 0.3630, grad_norm: 7.4106 2020-10-05 18:09:35,750 - mmaction - INFO - Epoch [59][22/25] lr: 1.000e-03, eta: 1 day, 0:15:50, time: 0.519, data_time: 0.107, memory: 6352, loss_activity: 0.0377, loss_completeness: 0.0714, loss_reg: 0.0523, loss: 0.1614, grad_norm: 5.9985 2020-10-05 18:09:36,166 - mmaction - INFO - Epoch [59][23/25] lr: 1.000e-03, eta: 1 day, 0:14:46, time: 0.420, data_time: 0.015, memory: 6352, loss_activity: 0.3251, loss_completeness: 0.1089, loss_reg: 0.0675, loss: 0.5015, grad_norm: 12.0420 2020-10-05 18:09:36,581 - mmaction - INFO - Epoch [59][24/25] lr: 1.000e-03, eta: 1 day, 0:13:42, time: 0.415, data_time: 0.012, memory: 6352, loss_activity: 0.7229, loss_completeness: 0.0922, loss_reg: 0.0461, loss: 0.8612, grad_norm: 16.5491 2020-10-05 18:09:36,997 - mmaction - INFO - Epoch [59][25/25] lr: 1.000e-03, eta: 1 day, 0:12:38, time: 0.416, data_time: 0.012, memory: 6352, loss_activity: 0.3977, loss_completeness: 0.1095, loss_reg: 0.0359, loss: 0.5431, grad_norm: 19.5103 2020-10-05 18:09:43,292 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:12:45,288 - mmaction - INFO - Epoch [60][1/25] lr: 1.000e-03, eta: 1 day, 0:34:09, time: 181.871, data_time: 175.689, memory: 6352, loss_activity: 0.1656, loss_completeness: 0.0835, loss_reg: 0.0352, loss: 0.2843, grad_norm: 8.1080 2020-10-05 18:12:45,926 - mmaction - INFO - Epoch [60][2/25] lr: 1.000e-03, eta: 1 day, 0:33:07, time: 0.713, data_time: 0.213, memory: 6352, loss_activity: 0.6710, loss_completeness: 0.0869, loss_reg: 0.0391, loss: 0.7970, grad_norm: 22.8088 2020-10-05 18:12:46,425 - mmaction - INFO - Epoch [60][3/25] lr: 1.000e-03, eta: 1 day, 0:32:03, time: 0.533, data_time: 0.055, memory: 6352, loss_activity: 0.7954, loss_completeness: 0.0872, loss_reg: 0.0439, loss: 0.9264, grad_norm: 20.5325 2020-10-05 18:12:47,073 - mmaction - INFO - Epoch [60][4/25] lr: 1.000e-03, eta: 1 day, 0:31:00, time: 0.573, data_time: 0.053, memory: 6352, loss_activity: 0.4375, loss_completeness: 0.0695, loss_reg: 0.0276, loss: 0.5346, grad_norm: 12.1299 2020-10-05 18:12:47,659 - mmaction - INFO - Epoch [60][5/25] lr: 1.000e-03, eta: 1 day, 0:29:56, time: 0.551, data_time: 0.107, memory: 6352, loss_activity: 0.7433, loss_completeness: 0.0944, loss_reg: 0.0275, loss: 0.8651, grad_norm: 20.9018 2020-10-05 18:12:48,218 - mmaction - INFO - Epoch [60][6/25] lr: 1.000e-03, eta: 1 day, 0:28:53, time: 0.611, data_time: 0.136, memory: 6352, loss_activity: 0.2712, loss_completeness: 0.0783, loss_reg: 0.0462, loss: 0.3957, grad_norm: 9.1293 2020-10-05 18:12:48,700 - mmaction - INFO - Epoch [60][7/25] lr: 1.000e-03, eta: 1 day, 0:27:49, time: 0.521, data_time: 0.080, memory: 6352, loss_activity: 0.3620, loss_completeness: 0.0978, loss_reg: 0.0427, loss: 0.5025, grad_norm: 14.2813 2020-10-05 18:12:49,314 - mmaction - INFO - Epoch [60][8/25] lr: 1.000e-03, eta: 1 day, 0:26:46, time: 0.570, data_time: 0.037, memory: 6352, loss_activity: 0.3955, loss_completeness: 0.0874, loss_reg: 0.0666, loss: 0.5495, grad_norm: 13.6686 2020-10-05 18:12:49,945 - mmaction - INFO - Epoch [60][9/25] lr: 1.000e-03, eta: 1 day, 0:25:43, time: 0.588, data_time: 0.085, memory: 6352, loss_activity: 0.9592, loss_completeness: 0.0838, loss_reg: 0.0576, loss: 1.1006, grad_norm: 20.4017 2020-10-05 18:12:50,434 - mmaction - INFO - Epoch [60][10/25] lr: 1.000e-03, eta: 1 day, 0:24:40, time: 0.559, data_time: 0.127, memory: 6352, loss_activity: 0.2475, loss_completeness: 0.1009, loss_reg: 0.0784, loss: 0.4268, grad_norm: 10.3796 2020-10-05 18:12:51,011 - mmaction - INFO - Epoch [60][11/25] lr: 1.000e-03, eta: 1 day, 0:23:37, time: 0.555, data_time: 0.054, memory: 6352, loss_activity: 0.2672, loss_completeness: 0.0763, loss_reg: 0.0566, loss: 0.4001, grad_norm: 9.2652 2020-10-05 18:12:51,506 - mmaction - INFO - Epoch [60][12/25] lr: 1.000e-03, eta: 1 day, 0:22:34, time: 0.559, data_time: 0.077, memory: 6352, loss_activity: 0.3054, loss_completeness: 0.0844, loss_reg: 0.0879, loss: 0.4777, grad_norm: 11.4015 2020-10-05 18:12:52,114 - mmaction - INFO - Epoch [60][13/25] lr: 1.000e-03, eta: 1 day, 0:21:32, time: 0.584, data_time: 0.014, memory: 6352, loss_activity: 0.4843, loss_completeness: 0.0943, loss_reg: 0.0660, loss: 0.6446, grad_norm: 11.4811 2020-10-05 18:12:52,654 - mmaction - INFO - Epoch [60][14/25] lr: 1.000e-03, eta: 1 day, 0:20:29, time: 0.551, data_time: 0.038, memory: 6352, loss_activity: 0.4156, loss_completeness: 0.0794, loss_reg: 0.0905, loss: 0.5855, grad_norm: 10.6036 2020-10-05 18:12:53,220 - mmaction - INFO - Epoch [60][15/25] lr: 1.000e-03, eta: 1 day, 0:19:26, time: 0.576, data_time: 0.027, memory: 6352, loss_activity: 0.7033, loss_completeness: 0.0907, loss_reg: 0.0317, loss: 0.8257, grad_norm: 13.6729 2020-10-05 18:12:53,896 - mmaction - INFO - Epoch [60][16/25] lr: 1.000e-03, eta: 1 day, 0:18:24, time: 0.602, data_time: 0.017, memory: 6352, loss_activity: 0.3321, loss_completeness: 0.0830, loss_reg: 0.0606, loss: 0.4757, grad_norm: 9.3024 2020-10-05 18:12:54,440 - mmaction - INFO - Epoch [60][17/25] lr: 1.000e-03, eta: 1 day, 0:17:22, time: 0.539, data_time: 0.095, memory: 6352, loss_activity: 0.3449, loss_completeness: 0.0846, loss_reg: 0.0751, loss: 0.5047, grad_norm: 9.7944 2020-10-05 18:12:54,993 - mmaction - INFO - Epoch [60][18/25] lr: 1.000e-03, eta: 1 day, 0:16:19, time: 0.568, data_time: 0.098, memory: 6352, loss_activity: 0.3955, loss_completeness: 0.0715, loss_reg: 0.0551, loss: 0.5221, grad_norm: 10.8475 2020-10-05 18:12:55,600 - mmaction - INFO - Epoch [60][19/25] lr: 1.000e-03, eta: 1 day, 0:15:17, time: 0.577, data_time: 0.090, memory: 6352, loss_activity: 0.4603, loss_completeness: 0.0800, loss_reg: 0.0702, loss: 0.6106, grad_norm: 11.6773 2020-10-05 18:12:56,112 - mmaction - INFO - Epoch [60][20/25] lr: 1.000e-03, eta: 1 day, 0:14:15, time: 0.607, data_time: 0.156, memory: 6352, loss_activity: 0.2885, loss_completeness: 0.0916, loss_reg: 0.0265, loss: 0.4066, grad_norm: 10.7846 2020-10-05 18:12:56,615 - mmaction - INFO - Epoch [60][21/25] lr: 1.000e-03, eta: 1 day, 0:13:13, time: 0.513, data_time: 0.024, memory: 6352, loss_activity: 0.4224, loss_completeness: 0.1166, loss_reg: 0.0334, loss: 0.5723, grad_norm: 11.7155 2020-10-05 18:12:57,227 - mmaction - INFO - Epoch [60][22/25] lr: 1.000e-03, eta: 1 day, 0:12:11, time: 0.597, data_time: 0.037, memory: 6352, loss_activity: 0.3409, loss_completeness: 0.1132, loss_reg: 0.0409, loss: 0.4950, grad_norm: 11.8605 2020-10-05 18:12:57,648 - mmaction - INFO - Epoch [60][23/25] lr: 1.000e-03, eta: 1 day, 0:11:08, time: 0.436, data_time: 0.035, memory: 6352, loss_activity: 0.2683, loss_completeness: 0.0811, loss_reg: 0.0435, loss: 0.3929, grad_norm: 11.1429 2020-10-05 18:12:58,058 - mmaction - INFO - Epoch [60][24/25] lr: 1.000e-03, eta: 1 day, 0:10:05, time: 0.410, data_time: 0.008, memory: 6352, loss_activity: 0.0888, loss_completeness: 0.0751, loss_reg: 0.0565, loss: 0.2204, grad_norm: 6.0202 2020-10-05 18:12:58,468 - mmaction - INFO - Epoch [60][25/25] lr: 1.000e-03, eta: 1 day, 0:09:02, time: 0.411, data_time: 0.009, memory: 6352, loss_activity: 0.2819, loss_completeness: 0.0836, loss_reg: 0.0698, loss: 0.4353, grad_norm: 8.5617 2020-10-05 18:13:05,437 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-10-05 18:13:05,933 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:16:04,900 - mmaction - INFO - Epoch [61][1/25] lr: 1.000e-03, eta: 1 day, 0:29:47, time: 178.827, data_time: 174.782, memory: 6352, loss_activity: 0.3309, loss_completeness: 0.0815, loss_reg: 0.0219, loss: 0.4343, grad_norm: 13.8394 2020-10-05 18:16:05,585 - mmaction - INFO - Epoch [61][2/25] lr: 1.000e-03, eta: 1 day, 0:28:46, time: 0.776, data_time: 0.256, memory: 6352, loss_activity: 0.5440, loss_completeness: 0.0809, loss_reg: 0.0255, loss: 0.6504, grad_norm: 12.8067 2020-10-05 18:16:06,120 - mmaction - INFO - Epoch [61][3/25] lr: 1.000e-03, eta: 1 day, 0:27:43, time: 0.497, data_time: 0.055, memory: 6352, loss_activity: 0.2072, loss_completeness: 0.0677, loss_reg: 0.0213, loss: 0.2962, grad_norm: 7.8885 2020-10-05 18:16:06,629 - mmaction - INFO - Epoch [61][4/25] lr: 1.000e-03, eta: 1 day, 0:26:40, time: 0.542, data_time: 0.092, memory: 6352, loss_activity: 0.3509, loss_completeness: 0.0972, loss_reg: 0.0655, loss: 0.5136, grad_norm: 12.9264 2020-10-05 18:16:07,175 - mmaction - INFO - Epoch [61][5/25] lr: 1.000e-03, eta: 1 day, 0:25:38, time: 0.523, data_time: 0.057, memory: 6352, loss_activity: 0.6961, loss_completeness: 0.0859, loss_reg: 0.0520, loss: 0.8340, grad_norm: 20.8879 2020-10-05 18:16:07,683 - mmaction - INFO - Epoch [61][6/25] lr: 1.000e-03, eta: 1 day, 0:24:35, time: 0.519, data_time: 0.081, memory: 6352, loss_activity: 0.5343, loss_completeness: 0.1007, loss_reg: 0.0225, loss: 0.6575, grad_norm: 11.4288 2020-10-05 18:16:08,203 - mmaction - INFO - Epoch [61][7/25] lr: 1.000e-03, eta: 1 day, 0:23:33, time: 0.577, data_time: 0.076, memory: 6352, loss_activity: 0.5809, loss_completeness: 0.0836, loss_reg: 0.0297, loss: 0.6942, grad_norm: 12.4549 2020-10-05 18:16:08,866 - mmaction - INFO - Epoch [61][8/25] lr: 1.000e-03, eta: 1 day, 0:22:31, time: 0.595, data_time: 0.016, memory: 6352, loss_activity: 1.0077, loss_completeness: 0.0891, loss_reg: 0.0350, loss: 1.1317, grad_norm: 27.2274 2020-10-05 18:16:09,398 - mmaction - INFO - Epoch [61][9/25] lr: 1.000e-03, eta: 1 day, 0:21:29, time: 0.558, data_time: 0.116, memory: 6352, loss_activity: 0.6628, loss_completeness: 0.0818, loss_reg: 0.0390, loss: 0.7835, grad_norm: 18.3696 2020-10-05 18:16:09,903 - mmaction - INFO - Epoch [61][10/25] lr: 1.000e-03, eta: 1 day, 0:20:27, time: 0.508, data_time: 0.064, memory: 6352, loss_activity: 0.2419, loss_completeness: 0.0938, loss_reg: 0.0304, loss: 0.3661, grad_norm: 11.2680 2020-10-05 18:16:10,407 - mmaction - INFO - Epoch [61][11/25] lr: 1.000e-03, eta: 1 day, 0:19:24, time: 0.513, data_time: 0.050, memory: 6352, loss_activity: 0.3803, loss_completeness: 0.0793, loss_reg: 0.0437, loss: 0.5032, grad_norm: 9.9368 2020-10-05 18:16:11,015 - mmaction - INFO - Epoch [61][12/25] lr: 1.000e-03, eta: 1 day, 0:18:22, time: 0.526, data_time: 0.043, memory: 6352, loss_activity: 0.5074, loss_completeness: 0.1033, loss_reg: 0.0402, loss: 0.6510, grad_norm: 12.8134 2020-10-05 18:16:11,622 - mmaction - INFO - Epoch [61][13/25] lr: 1.000e-03, eta: 1 day, 0:17:21, time: 0.658, data_time: 0.124, memory: 6352, loss_activity: 0.3330, loss_completeness: 0.0930, loss_reg: 0.0360, loss: 0.4620, grad_norm: 17.7391 2020-10-05 18:16:12,129 - mmaction - INFO - Epoch [61][14/25] lr: 1.000e-03, eta: 1 day, 0:16:20, time: 0.559, data_time: 0.140, memory: 6352, loss_activity: 0.1953, loss_completeness: 0.0954, loss_reg: 0.0606, loss: 0.3513, grad_norm: 7.8548 2020-10-05 18:16:12,718 - mmaction - INFO - Epoch [61][15/25] lr: 1.000e-03, eta: 1 day, 0:15:18, time: 0.600, data_time: 0.023, memory: 6352, loss_activity: 0.7236, loss_completeness: 0.1053, loss_reg: 0.0666, loss: 0.8956, grad_norm: 19.3973 2020-10-05 18:16:13,201 - mmaction - INFO - Epoch [61][16/25] lr: 1.000e-03, eta: 1 day, 0:14:16, time: 0.477, data_time: 0.010, memory: 6352, loss_activity: 0.4686, loss_completeness: 0.0905, loss_reg: 0.0282, loss: 0.5873, grad_norm: 12.1204 2020-10-05 18:16:13,738 - mmaction - INFO - Epoch [61][17/25] lr: 1.000e-03, eta: 1 day, 0:13:15, time: 0.539, data_time: 0.014, memory: 6352, loss_activity: 0.6683, loss_completeness: 0.0866, loss_reg: 0.0672, loss: 0.8221, grad_norm: 15.9807 2020-10-05 18:16:14,293 - mmaction - INFO - Epoch [61][18/25] lr: 1.000e-03, eta: 1 day, 0:12:13, time: 0.541, data_time: 0.022, memory: 6352, loss_activity: 0.5024, loss_completeness: 0.0821, loss_reg: 0.0746, loss: 0.6591, grad_norm: 9.7551 2020-10-05 18:16:14,877 - mmaction - INFO - Epoch [61][19/25] lr: 1.000e-03, eta: 1 day, 0:11:12, time: 0.523, data_time: 0.025, memory: 6352, loss_activity: 0.5488, loss_completeness: 0.1034, loss_reg: 0.0490, loss: 0.7012, grad_norm: 11.0189 2020-10-05 18:16:15,358 - mmaction - INFO - Epoch [61][20/25] lr: 1.000e-03, eta: 1 day, 0:10:11, time: 0.549, data_time: 0.087, memory: 6352, loss_activity: 0.8166, loss_completeness: 0.0976, loss_reg: 0.0280, loss: 0.9421, grad_norm: 14.2514 2020-10-05 18:16:16,121 - mmaction - INFO - Epoch [61][21/25] lr: 1.000e-03, eta: 1 day, 0:09:11, time: 0.775, data_time: 0.076, memory: 6352, loss_activity: 0.3783, loss_completeness: 0.0947, loss_reg: 0.0443, loss: 0.5172, grad_norm: 9.4399 2020-10-05 18:16:16,579 - mmaction - INFO - Epoch [61][22/25] lr: 1.000e-03, eta: 1 day, 0:08:09, time: 0.455, data_time: 0.059, memory: 6352, loss_activity: 0.2459, loss_completeness: 0.0947, loss_reg: 0.0376, loss: 0.3782, grad_norm: 9.7645 2020-10-05 18:16:16,995 - mmaction - INFO - Epoch [61][23/25] lr: 1.000e-03, eta: 1 day, 0:07:07, time: 0.416, data_time: 0.007, memory: 6352, loss_activity: 0.3874, loss_completeness: 0.0806, loss_reg: 0.0498, loss: 0.5177, grad_norm: 8.7493 2020-10-05 18:16:17,410 - mmaction - INFO - Epoch [61][24/25] lr: 1.000e-03, eta: 1 day, 0:06:05, time: 0.414, data_time: 0.009, memory: 6352, loss_activity: 0.6502, loss_completeness: 0.0739, loss_reg: 0.0477, loss: 0.7719, grad_norm: 10.8472 2020-10-05 18:16:17,824 - mmaction - INFO - Epoch [61][25/25] lr: 1.000e-03, eta: 1 day, 0:05:04, time: 0.414, data_time: 0.007, memory: 6352, loss_activity: 0.2839, loss_completeness: 0.0957, loss_reg: 0.0278, loss: 0.4074, grad_norm: 7.8030 2020-10-05 18:16:25,089 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:19:30,335 - mmaction - INFO - Epoch [62][1/25] lr: 1.000e-03, eta: 1 day, 0:26:10, time: 185.130, data_time: 180.730, memory: 6352, loss_activity: 0.1855, loss_completeness: 0.1043, loss_reg: 0.0358, loss: 0.3256, grad_norm: 8.8884 2020-10-05 18:19:30,946 - mmaction - INFO - Epoch [62][2/25] lr: 1.000e-03, eta: 1 day, 0:25:10, time: 0.722, data_time: 0.208, memory: 6352, loss_activity: 0.3264, loss_completeness: 0.1010, loss_reg: 0.0593, loss: 0.4868, grad_norm: 9.3625 2020-10-05 18:19:31,514 - mmaction - INFO - Epoch [62][3/25] lr: 1.000e-03, eta: 1 day, 0:24:08, time: 0.488, data_time: 0.018, memory: 6352, loss_activity: 0.4688, loss_completeness: 0.1054, loss_reg: 0.0279, loss: 0.6021, grad_norm: 13.0883 2020-10-05 18:19:32,035 - mmaction - INFO - Epoch [62][4/25] lr: 1.000e-03, eta: 1 day, 0:23:06, time: 0.494, data_time: 0.088, memory: 6352, loss_activity: 0.2945, loss_completeness: 0.0698, loss_reg: 0.0155, loss: 0.3799, grad_norm: 11.1710 2020-10-05 18:19:32,542 - mmaction - INFO - Epoch [62][5/25] lr: 1.000e-03, eta: 1 day, 0:22:05, time: 0.586, data_time: 0.114, memory: 6352, loss_activity: 0.1971, loss_completeness: 0.0731, loss_reg: 0.0801, loss: 0.3503, grad_norm: 7.4529 2020-10-05 18:19:33,029 - mmaction - INFO - Epoch [62][6/25] lr: 1.000e-03, eta: 1 day, 0:21:03, time: 0.498, data_time: 0.035, memory: 6352, loss_activity: 0.4588, loss_completeness: 0.0999, loss_reg: 0.1165, loss: 0.6753, grad_norm: 9.8188 2020-10-05 18:19:33,712 - mmaction - INFO - Epoch [62][7/25] lr: 1.000e-03, eta: 1 day, 0:20:02, time: 0.630, data_time: 0.045, memory: 6352, loss_activity: 0.4437, loss_completeness: 0.0879, loss_reg: 0.0313, loss: 0.5630, grad_norm: 13.0182 2020-10-05 18:19:34,328 - mmaction - INFO - Epoch [62][8/25] lr: 1.000e-03, eta: 1 day, 0:19:02, time: 0.686, data_time: 0.095, memory: 6352, loss_activity: 0.3651, loss_completeness: 0.0664, loss_reg: 0.0298, loss: 0.4614, grad_norm: 11.3643 2020-10-05 18:19:34,827 - mmaction - INFO - Epoch [62][9/25] lr: 1.000e-03, eta: 1 day, 0:18:00, time: 0.407, data_time: 0.008, memory: 6352, loss_activity: 0.2713, loss_completeness: 0.0670, loss_reg: 0.0256, loss: 0.3638, grad_norm: 10.0557 2020-10-05 18:19:35,376 - mmaction - INFO - Epoch [62][10/25] lr: 1.000e-03, eta: 1 day, 0:16:59, time: 0.591, data_time: 0.101, memory: 6352, loss_activity: 0.2778, loss_completeness: 0.0663, loss_reg: 0.0541, loss: 0.3981, grad_norm: 11.9225 2020-10-05 18:19:35,899 - mmaction - INFO - Epoch [62][11/25] lr: 1.000e-03, eta: 1 day, 0:15:58, time: 0.573, data_time: 0.055, memory: 6352, loss_activity: 0.4677, loss_completeness: 0.0946, loss_reg: 0.0559, loss: 0.6182, grad_norm: 11.6772 2020-10-05 18:19:36,443 - mmaction - INFO - Epoch [62][12/25] lr: 1.000e-03, eta: 1 day, 0:14:57, time: 0.523, data_time: 0.019, memory: 6352, loss_activity: 0.8016, loss_completeness: 0.0870, loss_reg: 0.0562, loss: 0.9449, grad_norm: 20.7379 2020-10-05 18:19:37,077 - mmaction - INFO - Epoch [62][13/25] lr: 1.000e-03, eta: 1 day, 0:13:56, time: 0.524, data_time: 0.027, memory: 6352, loss_activity: 0.5211, loss_completeness: 0.0895, loss_reg: 0.0401, loss: 0.6507, grad_norm: 11.5088 2020-10-05 18:19:37,613 - mmaction - INFO - Epoch [62][14/25] lr: 1.000e-03, eta: 1 day, 0:12:56, time: 0.616, data_time: 0.137, memory: 6352, loss_activity: 0.3126, loss_completeness: 0.1056, loss_reg: 0.0538, loss: 0.4720, grad_norm: 9.8194 2020-10-05 18:19:38,115 - mmaction - INFO - Epoch [62][15/25] lr: 1.000e-03, eta: 1 day, 0:11:55, time: 0.516, data_time: 0.077, memory: 6352, loss_activity: 0.5494, loss_completeness: 0.0897, loss_reg: 0.0326, loss: 0.6717, grad_norm: 11.7027 2020-10-05 18:19:38,701 - mmaction - INFO - Epoch [62][16/25] lr: 1.000e-03, eta: 1 day, 0:10:55, time: 0.624, data_time: 0.046, memory: 6352, loss_activity: 0.3101, loss_completeness: 0.1054, loss_reg: 0.0214, loss: 0.4369, grad_norm: 9.5884 2020-10-05 18:19:39,190 - mmaction - INFO - Epoch [62][17/25] lr: 1.000e-03, eta: 1 day, 0:09:54, time: 0.472, data_time: 0.014, memory: 6352, loss_activity: 0.5832, loss_completeness: 0.0985, loss_reg: 0.0776, loss: 0.7594, grad_norm: 13.8246 2020-10-05 18:19:39,842 - mmaction - INFO - Epoch [62][18/25] lr: 1.000e-03, eta: 1 day, 0:08:54, time: 0.631, data_time: 0.022, memory: 6352, loss_activity: 0.2186, loss_completeness: 0.1085, loss_reg: 0.0959, loss: 0.4231, grad_norm: 9.7184 2020-10-05 18:19:40,328 - mmaction - INFO - Epoch [62][19/25] lr: 1.000e-03, eta: 1 day, 0:07:54, time: 0.505, data_time: 0.053, memory: 6352, loss_activity: 0.3807, loss_completeness: 0.0955, loss_reg: 0.0894, loss: 0.5656, grad_norm: 13.4472 2020-10-05 18:19:40,909 - mmaction - INFO - Epoch [62][20/25] lr: 1.000e-03, eta: 1 day, 0:06:53, time: 0.515, data_time: 0.028, memory: 6352, loss_activity: 0.2423, loss_completeness: 0.0903, loss_reg: 0.0571, loss: 0.3897, grad_norm: 8.7753 2020-10-05 18:19:41,476 - mmaction - INFO - Epoch [62][21/25] lr: 1.000e-03, eta: 1 day, 0:05:53, time: 0.623, data_time: 0.186, memory: 6352, loss_activity: 0.5627, loss_completeness: 0.0804, loss_reg: 0.0403, loss: 0.6833, grad_norm: 23.0746 2020-10-05 18:19:41,977 - mmaction - INFO - Epoch [62][22/25] lr: 1.000e-03, eta: 1 day, 0:04:53, time: 0.531, data_time: 0.072, memory: 6352, loss_activity: 0.3388, loss_completeness: 0.1162, loss_reg: 0.0317, loss: 0.4867, grad_norm: 11.5265 2020-10-05 18:19:42,396 - mmaction - INFO - Epoch [62][23/25] lr: 1.000e-03, eta: 1 day, 0:03:52, time: 0.418, data_time: 0.005, memory: 6352, loss_activity: 0.6427, loss_completeness: 0.0961, loss_reg: 0.0552, loss: 0.7940, grad_norm: 13.1370 2020-10-05 18:19:42,799 - mmaction - INFO - Epoch [62][24/25] lr: 1.000e-03, eta: 1 day, 0:02:51, time: 0.402, data_time: 0.004, memory: 6352, loss_activity: 0.7718, loss_completeness: 0.0905, loss_reg: 0.0769, loss: 0.9392, grad_norm: 16.9983 2020-10-05 18:19:43,210 - mmaction - INFO - Epoch [62][25/25] lr: 1.000e-03, eta: 1 day, 0:01:50, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.3742, loss_completeness: 0.0892, loss_reg: 0.0676, loss: 0.5310, grad_norm: 12.6119 2020-10-05 18:19:50,388 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:22:51,638 - mmaction - INFO - Epoch [63][1/25] lr: 1.000e-03, eta: 1 day, 0:22:05, time: 181.028, data_time: 176.297, memory: 6352, loss_activity: 0.4311, loss_completeness: 0.0802, loss_reg: 0.0436, loss: 0.5548, grad_norm: 14.7959 2020-10-05 18:22:52,254 - mmaction - INFO - Epoch [63][2/25] lr: 1.000e-03, eta: 1 day, 0:21:06, time: 0.790, data_time: 0.322, memory: 6352, loss_activity: 0.7304, loss_completeness: 0.0819, loss_reg: 0.0229, loss: 0.8352, grad_norm: 18.2285 2020-10-05 18:22:52,825 - mmaction - INFO - Epoch [63][3/25] lr: 1.000e-03, eta: 1 day, 0:20:06, time: 0.616, data_time: 0.058, memory: 6352, loss_activity: 0.6261, loss_completeness: 0.0988, loss_reg: 0.0415, loss: 0.7664, grad_norm: 13.4965 2020-10-05 18:22:53,312 - mmaction - INFO - Epoch [63][4/25] lr: 1.000e-03, eta: 1 day, 0:19:04, time: 0.465, data_time: 0.013, memory: 6352, loss_activity: 0.7094, loss_completeness: 0.1006, loss_reg: 0.0665, loss: 0.8765, grad_norm: 14.4577 2020-10-05 18:22:54,008 - mmaction - INFO - Epoch [63][5/25] lr: 1.000e-03, eta: 1 day, 0:18:05, time: 0.640, data_time: 0.043, memory: 6352, loss_activity: 0.4452, loss_completeness: 0.0978, loss_reg: 0.0548, loss: 0.5979, grad_norm: 11.9618 2020-10-05 18:22:54,429 - mmaction - INFO - Epoch [63][6/25] lr: 1.000e-03, eta: 1 day, 0:17:04, time: 0.497, data_time: 0.086, memory: 6352, loss_activity: 0.3011, loss_completeness: 0.0882, loss_reg: 0.0276, loss: 0.4169, grad_norm: 10.5984 2020-10-05 18:22:54,960 - mmaction - INFO - Epoch [63][7/25] lr: 1.000e-03, eta: 1 day, 0:16:03, time: 0.510, data_time: 0.007, memory: 6352, loss_activity: 0.2309, loss_completeness: 0.0906, loss_reg: 0.0530, loss: 0.3745, grad_norm: 9.2530 2020-10-05 18:22:55,498 - mmaction - INFO - Epoch [63][8/25] lr: 1.000e-03, eta: 1 day, 0:15:03, time: 0.550, data_time: 0.028, memory: 6352, loss_activity: 0.2801, loss_completeness: 0.0897, loss_reg: 0.0522, loss: 0.4220, grad_norm: 9.3747 2020-10-05 18:22:56,104 - mmaction - INFO - Epoch [63][9/25] lr: 1.000e-03, eta: 1 day, 0:14:04, time: 0.616, data_time: 0.017, memory: 6352, loss_activity: 0.1234, loss_completeness: 0.0771, loss_reg: 0.0768, loss: 0.2772, grad_norm: 5.6178 2020-10-05 18:22:56,645 - mmaction - INFO - Epoch [63][10/25] lr: 1.000e-03, eta: 1 day, 0:13:03, time: 0.524, data_time: 0.010, memory: 6352, loss_activity: 0.5715, loss_completeness: 0.1055, loss_reg: 0.0442, loss: 0.7212, grad_norm: 13.9205 2020-10-05 18:22:57,296 - mmaction - INFO - Epoch [63][11/25] lr: 1.000e-03, eta: 1 day, 0:12:03, time: 0.533, data_time: 0.024, memory: 6352, loss_activity: 0.3431, loss_completeness: 0.0825, loss_reg: 0.0469, loss: 0.4725, grad_norm: 12.2217 2020-10-05 18:22:57,785 - mmaction - INFO - Epoch [63][12/25] lr: 1.000e-03, eta: 1 day, 0:11:04, time: 0.625, data_time: 0.145, memory: 6352, loss_activity: 0.4740, loss_completeness: 0.0798, loss_reg: 0.0486, loss: 0.6023, grad_norm: 15.0276 2020-10-05 18:22:58,289 - mmaction - INFO - Epoch [63][13/25] lr: 1.000e-03, eta: 1 day, 0:10:04, time: 0.475, data_time: 0.011, memory: 6352, loss_activity: 0.4090, loss_completeness: 0.0949, loss_reg: 0.0940, loss: 0.5979, grad_norm: 14.0338 2020-10-05 18:22:58,971 - mmaction - INFO - Epoch [63][14/25] lr: 1.000e-03, eta: 1 day, 0:09:05, time: 0.710, data_time: 0.070, memory: 6352, loss_activity: 0.3006, loss_completeness: 0.0969, loss_reg: 0.0498, loss: 0.4474, grad_norm: 10.6459 2020-10-05 18:22:59,414 - mmaction - INFO - Epoch [63][15/25] lr: 1.000e-03, eta: 1 day, 0:08:05, time: 0.433, data_time: 0.015, memory: 6352, loss_activity: 0.6200, loss_completeness: 0.0758, loss_reg: 0.0110, loss: 0.7068, grad_norm: 12.6230 2020-10-05 18:22:59,949 - mmaction - INFO - Epoch [63][16/25] lr: 1.000e-03, eta: 1 day, 0:07:05, time: 0.519, data_time: 0.016, memory: 6352, loss_activity: 0.2207, loss_completeness: 0.0712, loss_reg: 0.0788, loss: 0.3707, grad_norm: 11.1817 2020-10-05 18:23:00,522 - mmaction - INFO - Epoch [63][17/25] lr: 1.000e-03, eta: 1 day, 0:06:05, time: 0.549, data_time: 0.033, memory: 6352, loss_activity: 0.1800, loss_completeness: 0.0796, loss_reg: 0.0466, loss: 0.3062, grad_norm: 6.2867 2020-10-05 18:23:01,009 - mmaction - INFO - Epoch [63][18/25] lr: 1.000e-03, eta: 1 day, 0:05:05, time: 0.490, data_time: 0.055, memory: 6352, loss_activity: 0.6894, loss_completeness: 0.0916, loss_reg: 0.0577, loss: 0.8387, grad_norm: 17.9022 2020-10-05 18:23:01,551 - mmaction - INFO - Epoch [63][19/25] lr: 1.000e-03, eta: 1 day, 0:04:06, time: 0.546, data_time: 0.063, memory: 6352, loss_activity: 0.4179, loss_completeness: 0.1042, loss_reg: 0.1444, loss: 0.6665, grad_norm: 13.7522 2020-10-05 18:23:02,186 - mmaction - INFO - Epoch [63][20/25] lr: 1.000e-03, eta: 1 day, 0:03:07, time: 0.627, data_time: 0.048, memory: 6352, loss_activity: 0.4658, loss_completeness: 0.1079, loss_reg: 0.0592, loss: 0.6329, grad_norm: 15.4589 2020-10-05 18:23:02,788 - mmaction - INFO - Epoch [63][21/25] lr: 1.000e-03, eta: 1 day, 0:02:08, time: 0.603, data_time: 0.097, memory: 6352, loss_activity: 0.6516, loss_completeness: 0.0958, loss_reg: 0.0510, loss: 0.7984, grad_norm: 18.0988 2020-10-05 18:23:03,268 - mmaction - INFO - Epoch [63][22/25] lr: 1.000e-03, eta: 1 day, 0:01:09, time: 0.517, data_time: 0.114, memory: 6352, loss_activity: 0.0752, loss_completeness: 0.0763, loss_reg: 0.0397, loss: 0.1912, grad_norm: 7.1162 2020-10-05 18:23:03,695 - mmaction - INFO - Epoch [63][23/25] lr: 1.000e-03, eta: 1 day, 0:00:09, time: 0.440, data_time: 0.019, memory: 6352, loss_activity: 0.4213, loss_completeness: 0.0801, loss_reg: 0.0641, loss: 0.5654, grad_norm: 12.2854 2020-10-05 18:23:04,113 - mmaction - INFO - Epoch [63][24/25] lr: 1.000e-03, eta: 23:59:09, time: 0.418, data_time: 0.014, memory: 6352, loss_activity: 0.2836, loss_completeness: 0.0898, loss_reg: 0.0471, loss: 0.4205, grad_norm: 16.8140 2020-10-05 18:23:04,523 - mmaction - INFO - Epoch [63][25/25] lr: 1.000e-03, eta: 23:58:09, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.4706, loss_completeness: 0.0697, loss_reg: 0.0439, loss: 0.5842, grad_norm: 14.3882 2020-10-05 18:23:12,151 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:26:26,307 - mmaction - INFO - Epoch [64][1/25] lr: 1.000e-03, eta: 1 day, 0:19:30, time: 193.816, data_time: 189.914, memory: 6352, loss_activity: 0.6159, loss_completeness: 0.0884, loss_reg: 0.0793, loss: 0.7836, grad_norm: 18.0839 2020-10-05 18:26:26,966 - mmaction - INFO - Epoch [64][2/25] lr: 1.000e-03, eta: 1 day, 0:18:33, time: 0.973, data_time: 0.457, memory: 6352, loss_activity: 0.1697, loss_completeness: 0.0795, loss_reg: 0.0234, loss: 0.2727, grad_norm: 9.6184 2020-10-05 18:26:27,544 - mmaction - INFO - Epoch [64][3/25] lr: 1.000e-03, eta: 1 day, 0:17:34, time: 0.602, data_time: 0.068, memory: 6352, loss_activity: 0.6989, loss_completeness: 0.0987, loss_reg: 0.0535, loss: 0.8512, grad_norm: 15.5662 2020-10-05 18:26:28,098 - mmaction - INFO - Epoch [64][4/25] lr: 1.000e-03, eta: 1 day, 0:16:34, time: 0.460, data_time: 0.027, memory: 6352, loss_activity: 0.2341, loss_completeness: 0.1109, loss_reg: 0.0465, loss: 0.3916, grad_norm: 9.2095 2020-10-05 18:26:28,620 - mmaction - INFO - Epoch [64][5/25] lr: 1.000e-03, eta: 1 day, 0:15:34, time: 0.511, data_time: 0.101, memory: 6352, loss_activity: 0.5153, loss_completeness: 0.0858, loss_reg: 0.0513, loss: 0.6525, grad_norm: 21.8201 2020-10-05 18:26:29,089 - mmaction - INFO - Epoch [64][6/25] lr: 1.000e-03, eta: 1 day, 0:14:35, time: 0.554, data_time: 0.129, memory: 6352, loss_activity: 0.8242, loss_completeness: 0.0935, loss_reg: 0.0778, loss: 0.9955, grad_norm: 27.9297 2020-10-05 18:26:29,636 - mmaction - INFO - Epoch [64][7/25] lr: 1.000e-03, eta: 1 day, 0:13:35, time: 0.528, data_time: 0.025, memory: 6352, loss_activity: 0.6360, loss_completeness: 0.0774, loss_reg: 0.0182, loss: 0.7316, grad_norm: 17.7621 2020-10-05 18:26:30,254 - mmaction - INFO - Epoch [64][8/25] lr: 1.000e-03, eta: 1 day, 0:12:36, time: 0.560, data_time: 0.042, memory: 6352, loss_activity: 0.7660, loss_completeness: 0.1021, loss_reg: 0.0399, loss: 0.9079, grad_norm: 18.0069 2020-10-05 18:26:30,797 - mmaction - INFO - Epoch [64][9/25] lr: 1.000e-03, eta: 1 day, 0:11:37, time: 0.551, data_time: 0.101, memory: 6352, loss_activity: 0.7406, loss_completeness: 0.0968, loss_reg: 0.0230, loss: 0.8603, grad_norm: 17.9116 2020-10-05 18:26:31,239 - mmaction - INFO - Epoch [64][10/25] lr: 1.000e-03, eta: 1 day, 0:10:37, time: 0.517, data_time: 0.096, memory: 6352, loss_activity: 0.1521, loss_completeness: 0.0873, loss_reg: 0.0756, loss: 0.3150, grad_norm: 7.7539 2020-10-05 18:26:31,845 - mmaction - INFO - Epoch [64][11/25] lr: 1.000e-03, eta: 1 day, 0:09:38, time: 0.543, data_time: 0.019, memory: 6352, loss_activity: 1.3200, loss_completeness: 0.0971, loss_reg: 0.1061, loss: 1.5232, grad_norm: 31.9988 2020-10-05 18:26:32,312 - mmaction - INFO - Epoch [64][12/25] lr: 1.000e-03, eta: 1 day, 0:08:39, time: 0.531, data_time: 0.082, memory: 6352, loss_activity: 0.3862, loss_completeness: 0.0924, loss_reg: 0.0704, loss: 0.5490, grad_norm: 16.7126 2020-10-05 18:26:32,990 - mmaction - INFO - Epoch [64][13/25] lr: 1.000e-03, eta: 1 day, 0:07:41, time: 0.620, data_time: 0.017, memory: 6352, loss_activity: 0.5592, loss_completeness: 0.0851, loss_reg: 0.0525, loss: 0.6967, grad_norm: 12.0093 2020-10-05 18:26:33,530 - mmaction - INFO - Epoch [64][14/25] lr: 1.000e-03, eta: 1 day, 0:06:42, time: 0.607, data_time: 0.079, memory: 6352, loss_activity: 0.3318, loss_completeness: 0.0795, loss_reg: 0.1018, loss: 0.5131, grad_norm: 12.3116 2020-10-05 18:26:34,046 - mmaction - INFO - Epoch [64][15/25] lr: 1.000e-03, eta: 1 day, 0:05:43, time: 0.508, data_time: 0.009, memory: 6352, loss_activity: 0.5541, loss_completeness: 0.0958, loss_reg: 0.1008, loss: 0.7508, grad_norm: 14.1183 2020-10-05 18:26:34,653 - mmaction - INFO - Epoch [64][16/25] lr: 1.000e-03, eta: 1 day, 0:04:45, time: 0.559, data_time: 0.015, memory: 6352, loss_activity: 0.7573, loss_completeness: 0.0882, loss_reg: 0.0450, loss: 0.8905, grad_norm: 15.3534 2020-10-05 18:26:35,251 - mmaction - INFO - Epoch [64][17/25] lr: 1.000e-03, eta: 1 day, 0:03:46, time: 0.547, data_time: 0.063, memory: 6352, loss_activity: 0.4103, loss_completeness: 0.0849, loss_reg: 0.0606, loss: 0.5559, grad_norm: 10.8894 2020-10-05 18:26:35,703 - mmaction - INFO - Epoch [64][18/25] lr: 1.000e-03, eta: 1 day, 0:02:47, time: 0.549, data_time: 0.116, memory: 6352, loss_activity: 0.4747, loss_completeness: 0.1078, loss_reg: 0.0622, loss: 0.6446, grad_norm: 9.3627 2020-10-05 18:26:36,278 - mmaction - INFO - Epoch [64][19/25] lr: 1.000e-03, eta: 1 day, 0:01:49, time: 0.566, data_time: 0.019, memory: 6352, loss_activity: 0.3806, loss_completeness: 0.1088, loss_reg: 0.0569, loss: 0.5463, grad_norm: 9.3108 2020-10-05 18:26:36,818 - mmaction - INFO - Epoch [64][20/25] lr: 1.000e-03, eta: 1 day, 0:00:50, time: 0.503, data_time: 0.027, memory: 6352, loss_activity: 0.1332, loss_completeness: 0.0813, loss_reg: 0.0573, loss: 0.2718, grad_norm: 5.7455 2020-10-05 18:26:37,375 - mmaction - INFO - Epoch [64][21/25] lr: 1.000e-03, eta: 23:59:52, time: 0.597, data_time: 0.129, memory: 6352, loss_activity: 0.5223, loss_completeness: 0.0836, loss_reg: 0.0262, loss: 0.6321, grad_norm: 13.2154 2020-10-05 18:26:37,940 - mmaction - INFO - Epoch [64][22/25] lr: 1.000e-03, eta: 23:58:54, time: 0.582, data_time: 0.062, memory: 6352, loss_activity: 0.3569, loss_completeness: 0.0739, loss_reg: 0.0507, loss: 0.4815, grad_norm: 10.0175 2020-10-05 18:26:38,352 - mmaction - INFO - Epoch [64][23/25] lr: 1.000e-03, eta: 23:57:55, time: 0.412, data_time: 0.010, memory: 6352, loss_activity: 0.8628, loss_completeness: 0.1004, loss_reg: 0.0873, loss: 1.0504, grad_norm: 23.3995 2020-10-05 18:26:38,761 - mmaction - INFO - Epoch [64][24/25] lr: 1.000e-03, eta: 23:56:56, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.5939, loss_completeness: 0.0974, loss_reg: 0.1036, loss: 0.7949, grad_norm: 19.8668 2020-10-05 18:26:39,173 - mmaction - INFO - Epoch [64][25/25] lr: 1.000e-03, eta: 23:55:57, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.4365, loss_completeness: 0.0906, loss_reg: 0.0492, loss: 0.5764, grad_norm: 10.7582 2020-10-05 18:26:48,980 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:29:52,677 - mmaction - INFO - Epoch [65][1/25] lr: 1.000e-03, eta: 1 day, 0:15:44, time: 183.443, data_time: 179.309, memory: 6352, loss_activity: 0.2260, loss_completeness: 0.0904, loss_reg: 0.0420, loss: 0.3585, grad_norm: 8.6796 2020-10-05 18:29:53,382 - mmaction - INFO - Epoch [65][2/25] lr: 1.000e-03, eta: 1 day, 0:14:48, time: 0.864, data_time: 0.400, memory: 6352, loss_activity: 0.6394, loss_completeness: 0.0832, loss_reg: 0.0306, loss: 0.7532, grad_norm: 12.5206 2020-10-05 18:29:53,975 - mmaction - INFO - Epoch [65][3/25] lr: 1.000e-03, eta: 1 day, 0:13:49, time: 0.556, data_time: 0.100, memory: 6352, loss_activity: 0.7951, loss_completeness: 0.1063, loss_reg: 0.0398, loss: 0.9412, grad_norm: 16.5246 2020-10-05 18:29:54,512 - mmaction - INFO - Epoch [65][4/25] lr: 1.000e-03, eta: 1 day, 0:12:51, time: 0.635, data_time: 0.136, memory: 6352, loss_activity: 0.4738, loss_completeness: 0.0831, loss_reg: 0.0521, loss: 0.6089, grad_norm: 12.9945 2020-10-05 18:29:54,993 - mmaction - INFO - Epoch [65][5/25] lr: 1.000e-03, eta: 1 day, 0:11:52, time: 0.496, data_time: 0.050, memory: 6352, loss_activity: 0.7248, loss_completeness: 0.0921, loss_reg: 0.0330, loss: 0.8499, grad_norm: 13.2319 2020-10-05 18:29:55,605 - mmaction - INFO - Epoch [65][6/25] lr: 1.000e-03, eta: 1 day, 0:10:54, time: 0.629, data_time: 0.039, memory: 6352, loss_activity: 0.5086, loss_completeness: 0.0803, loss_reg: 0.0666, loss: 0.6555, grad_norm: 14.7712 2020-10-05 18:29:56,154 - mmaction - INFO - Epoch [65][7/25] lr: 1.000e-03, eta: 1 day, 0:09:55, time: 0.537, data_time: 0.022, memory: 6352, loss_activity: 0.1611, loss_completeness: 0.0775, loss_reg: 0.0955, loss: 0.3341, grad_norm: 8.4378 2020-10-05 18:29:56,721 - mmaction - INFO - Epoch [65][8/25] lr: 1.000e-03, eta: 1 day, 0:08:57, time: 0.487, data_time: 0.021, memory: 6352, loss_activity: 0.3637, loss_completeness: 0.1006, loss_reg: 0.0560, loss: 0.5203, grad_norm: 11.3402 2020-10-05 18:29:57,297 - mmaction - INFO - Epoch [65][9/25] lr: 1.000e-03, eta: 1 day, 0:07:59, time: 0.625, data_time: 0.098, memory: 6352, loss_activity: 0.6222, loss_completeness: 0.0886, loss_reg: 0.0493, loss: 0.7601, grad_norm: 15.3090 2020-10-05 18:29:57,800 - mmaction - INFO - Epoch [65][10/25] lr: 1.000e-03, eta: 1 day, 0:07:00, time: 0.529, data_time: 0.048, memory: 6352, loss_activity: 0.1625, loss_completeness: 0.0917, loss_reg: 0.0906, loss: 0.3449, grad_norm: 11.4377 2020-10-05 18:29:58,291 - mmaction - INFO - Epoch [65][11/25] lr: 1.000e-03, eta: 1 day, 0:06:02, time: 0.503, data_time: 0.021, memory: 6352, loss_activity: 0.3588, loss_completeness: 0.0931, loss_reg: 0.0632, loss: 0.5152, grad_norm: 11.0889 2020-10-05 18:29:58,865 - mmaction - INFO - Epoch [65][12/25] lr: 1.000e-03, eta: 1 day, 0:05:04, time: 0.559, data_time: 0.009, memory: 6352, loss_activity: 0.1462, loss_completeness: 0.0795, loss_reg: 0.0562, loss: 0.2819, grad_norm: 5.0105 2020-10-05 18:29:59,335 - mmaction - INFO - Epoch [65][13/25] lr: 1.000e-03, eta: 1 day, 0:04:05, time: 0.482, data_time: 0.034, memory: 6352, loss_activity: 0.2333, loss_completeness: 0.0731, loss_reg: 0.0280, loss: 0.3344, grad_norm: 5.4968 2020-10-05 18:30:00,042 - mmaction - INFO - Epoch [65][14/25] lr: 1.000e-03, eta: 1 day, 0:03:08, time: 0.647, data_time: 0.013, memory: 6352, loss_activity: 0.2667, loss_completeness: 0.1062, loss_reg: 0.0710, loss: 0.4439, grad_norm: 8.1192 2020-10-05 18:30:00,570 - mmaction - INFO - Epoch [65][15/25] lr: 1.000e-03, eta: 1 day, 0:02:10, time: 0.493, data_time: 0.073, memory: 6352, loss_activity: 0.0702, loss_completeness: 0.1158, loss_reg: 0.0707, loss: 0.2567, grad_norm: 5.5811 2020-10-05 18:30:01,036 - mmaction - INFO - Epoch [65][16/25] lr: 1.000e-03, eta: 1 day, 0:01:12, time: 0.569, data_time: 0.110, memory: 6352, loss_activity: 0.8917, loss_completeness: 0.1030, loss_reg: 0.0751, loss: 1.0698, grad_norm: 15.8621 2020-10-05 18:30:01,635 - mmaction - INFO - Epoch [65][17/25] lr: 1.000e-03, eta: 1 day, 0:00:15, time: 0.544, data_time: 0.012, memory: 6352, loss_activity: 0.4831, loss_completeness: 0.0903, loss_reg: 0.0331, loss: 0.6064, grad_norm: 12.2843 2020-10-05 18:30:02,178 - mmaction - INFO - Epoch [65][18/25] lr: 1.000e-03, eta: 23:59:17, time: 0.595, data_time: 0.063, memory: 6352, loss_activity: 0.2450, loss_completeness: 0.0930, loss_reg: 0.0396, loss: 0.3775, grad_norm: 9.2573 2020-10-05 18:30:02,966 - mmaction - INFO - Epoch [65][19/25] lr: 1.000e-03, eta: 23:58:21, time: 0.717, data_time: 0.008, memory: 6352, loss_activity: 0.3093, loss_completeness: 0.0930, loss_reg: 0.0249, loss: 0.4272, grad_norm: 11.7228 2020-10-05 18:30:03,588 - mmaction - INFO - Epoch [65][20/25] lr: 1.000e-03, eta: 23:57:24, time: 0.633, data_time: 0.134, memory: 6352, loss_activity: 0.3913, loss_completeness: 0.0761, loss_reg: 0.0675, loss: 0.5348, grad_norm: 13.1699 2020-10-05 18:30:04,121 - mmaction - INFO - Epoch [65][21/25] lr: 1.000e-03, eta: 23:56:26, time: 0.558, data_time: 0.117, memory: 6352, loss_activity: 0.6343, loss_completeness: 0.0652, loss_reg: 0.0803, loss: 0.7798, grad_norm: 14.3841 2020-10-05 18:30:04,615 - mmaction - INFO - Epoch [65][22/25] lr: 1.000e-03, eta: 23:55:29, time: 0.529, data_time: 0.050, memory: 6352, loss_activity: 0.0860, loss_completeness: 0.0723, loss_reg: 0.0549, loss: 0.2132, grad_norm: 4.9925 2020-10-05 18:30:05,022 - mmaction - INFO - Epoch [65][23/25] lr: 1.000e-03, eta: 23:54:31, time: 0.409, data_time: 0.009, memory: 6352, loss_activity: 0.5063, loss_completeness: 0.1029, loss_reg: 0.0728, loss: 0.6820, grad_norm: 15.5561 2020-10-05 18:30:05,429 - mmaction - INFO - Epoch [65][24/25] lr: 1.000e-03, eta: 23:53:33, time: 0.408, data_time: 0.008, memory: 6352, loss_activity: 0.1457, loss_completeness: 0.0682, loss_reg: 0.1065, loss: 0.3204, grad_norm: 8.0537 2020-10-05 18:30:05,839 - mmaction - INFO - Epoch [65][25/25] lr: 1.000e-03, eta: 23:52:34, time: 0.410, data_time: 0.004, memory: 6352, loss_activity: 0.6349, loss_completeness: 0.0938, loss_reg: 0.0580, loss: 0.7867, grad_norm: 15.9807 2020-10-05 18:30:14,188 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-10-05 18:30:14,615 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:33:10,253 - mmaction - INFO - Epoch [66][1/25] lr: 1.000e-03, eta: 1 day, 0:11:07, time: 175.510, data_time: 172.117, memory: 6352, loss_activity: 0.5373, loss_completeness: 0.0771, loss_reg: 0.0320, loss: 0.6464, grad_norm: 9.2020 2020-10-05 18:33:10,906 - mmaction - INFO - Epoch [66][2/25] lr: 1.000e-03, eta: 1 day, 0:10:11, time: 0.771, data_time: 0.233, memory: 6352, loss_activity: 0.7971, loss_completeness: 0.0973, loss_reg: 0.0666, loss: 0.9610, grad_norm: 19.6801 2020-10-05 18:33:11,473 - mmaction - INFO - Epoch [66][3/25] lr: 1.000e-03, eta: 1 day, 0:09:13, time: 0.458, data_time: 0.019, memory: 6352, loss_activity: 0.7600, loss_completeness: 0.1002, loss_reg: 0.0397, loss: 0.8999, grad_norm: 14.6523 2020-10-05 18:33:12,043 - mmaction - INFO - Epoch [66][4/25] lr: 1.000e-03, eta: 1 day, 0:08:15, time: 0.539, data_time: 0.125, memory: 6352, loss_activity: 0.3384, loss_completeness: 0.0860, loss_reg: 0.0719, loss: 0.4964, grad_norm: 13.3133 2020-10-05 18:33:12,588 - mmaction - INFO - Epoch [66][5/25] lr: 1.000e-03, eta: 1 day, 0:07:18, time: 0.693, data_time: 0.154, memory: 6352, loss_activity: 0.3787, loss_completeness: 0.0886, loss_reg: 0.0475, loss: 0.5147, grad_norm: 10.3682 2020-10-05 18:33:13,142 - mmaction - INFO - Epoch [66][6/25] lr: 1.000e-03, eta: 1 day, 0:06:21, time: 0.548, data_time: 0.020, memory: 6352, loss_activity: 0.6141, loss_completeness: 0.0989, loss_reg: 0.0566, loss: 0.7696, grad_norm: 12.4647 2020-10-05 18:33:13,645 - mmaction - INFO - Epoch [66][7/25] lr: 1.000e-03, eta: 1 day, 0:05:23, time: 0.463, data_time: 0.013, memory: 6352, loss_activity: 0.0686, loss_completeness: 0.0743, loss_reg: 0.0412, loss: 0.1841, grad_norm: 4.4690 2020-10-05 18:33:14,239 - mmaction - INFO - Epoch [66][8/25] lr: 1.000e-03, eta: 1 day, 0:04:26, time: 0.639, data_time: 0.056, memory: 6352, loss_activity: 0.5189, loss_completeness: 0.1163, loss_reg: 0.0526, loss: 0.6879, grad_norm: 12.0324 2020-10-05 18:33:14,773 - mmaction - INFO - Epoch [66][9/25] lr: 1.000e-03, eta: 1 day, 0:03:28, time: 0.533, data_time: 0.022, memory: 6352, loss_activity: 0.3358, loss_completeness: 0.0837, loss_reg: 0.0461, loss: 0.4656, grad_norm: 10.0746 2020-10-05 18:33:15,281 - mmaction - INFO - Epoch [66][10/25] lr: 1.000e-03, eta: 1 day, 0:02:31, time: 0.481, data_time: 0.013, memory: 6352, loss_activity: 0.3286, loss_completeness: 0.0728, loss_reg: 0.0426, loss: 0.4439, grad_norm: 11.2200 2020-10-05 18:33:15,787 - mmaction - INFO - Epoch [66][11/25] lr: 1.000e-03, eta: 1 day, 0:01:33, time: 0.504, data_time: 0.092, memory: 6352, loss_activity: 0.6107, loss_completeness: 0.0884, loss_reg: 0.0851, loss: 0.7842, grad_norm: 13.0229 2020-10-05 18:33:16,310 - mmaction - INFO - Epoch [66][12/25] lr: 1.000e-03, eta: 1 day, 0:00:36, time: 0.531, data_time: 0.036, memory: 6352, loss_activity: 0.2137, loss_completeness: 0.0836, loss_reg: 0.0802, loss: 0.3775, grad_norm: 12.9956 2020-10-05 18:33:16,897 - mmaction - INFO - Epoch [66][13/25] lr: 1.000e-03, eta: 23:59:39, time: 0.565, data_time: 0.027, memory: 6352, loss_activity: 0.1730, loss_completeness: 0.0528, loss_reg: 0.1113, loss: 0.3371, grad_norm: 11.0660 2020-10-05 18:33:17,472 - mmaction - INFO - Epoch [66][14/25] lr: 1.000e-03, eta: 23:58:42, time: 0.592, data_time: 0.055, memory: 6352, loss_activity: 0.7966, loss_completeness: 0.1028, loss_reg: 0.0497, loss: 0.9491, grad_norm: 13.8439 2020-10-05 18:33:18,017 - mmaction - INFO - Epoch [66][15/25] lr: 1.000e-03, eta: 23:57:45, time: 0.537, data_time: 0.032, memory: 6352, loss_activity: 0.4738, loss_completeness: 0.0900, loss_reg: 0.0459, loss: 0.6098, grad_norm: 18.9410 2020-10-05 18:33:18,509 - mmaction - INFO - Epoch [66][16/25] lr: 1.000e-03, eta: 23:56:48, time: 0.489, data_time: 0.040, memory: 6352, loss_activity: 0.2882, loss_completeness: 0.0777, loss_reg: 0.0319, loss: 0.3978, grad_norm: 11.5811 2020-10-05 18:33:19,109 - mmaction - INFO - Epoch [66][17/25] lr: 1.000e-03, eta: 23:55:51, time: 0.558, data_time: 0.052, memory: 6352, loss_activity: 0.3604, loss_completeness: 0.0866, loss_reg: 0.0274, loss: 0.4743, grad_norm: 13.1684 2020-10-05 18:33:19,598 - mmaction - INFO - Epoch [66][18/25] lr: 1.000e-03, eta: 23:54:54, time: 0.569, data_time: 0.091, memory: 6352, loss_activity: 0.4309, loss_completeness: 0.1007, loss_reg: 0.0196, loss: 0.5512, grad_norm: 8.4492 2020-10-05 18:33:20,100 - mmaction - INFO - Epoch [66][19/25] lr: 1.000e-03, eta: 23:53:57, time: 0.493, data_time: 0.010, memory: 6352, loss_activity: 0.3818, loss_completeness: 0.0959, loss_reg: 0.0436, loss: 0.5213, grad_norm: 10.3590 2020-10-05 18:33:20,726 - mmaction - INFO - Epoch [66][20/25] lr: 1.000e-03, eta: 23:53:01, time: 0.601, data_time: 0.015, memory: 6352, loss_activity: 0.2812, loss_completeness: 0.0718, loss_reg: 0.0703, loss: 0.4234, grad_norm: 7.9246 2020-10-05 18:33:21,362 - mmaction - INFO - Epoch [66][21/25] lr: 1.000e-03, eta: 23:52:05, time: 0.606, data_time: 0.156, memory: 6352, loss_activity: 0.1147, loss_completeness: 0.0863, loss_reg: 0.0628, loss: 0.2638, grad_norm: 6.8094 2020-10-05 18:33:21,859 - mmaction - INFO - Epoch [66][22/25] lr: 1.000e-03, eta: 23:51:09, time: 0.562, data_time: 0.105, memory: 6352, loss_activity: 0.5784, loss_completeness: 0.0696, loss_reg: 0.0337, loss: 0.6817, grad_norm: 16.3869 2020-10-05 18:33:22,270 - mmaction - INFO - Epoch [66][23/25] lr: 1.000e-03, eta: 23:50:11, time: 0.412, data_time: 0.007, memory: 6352, loss_activity: 0.6373, loss_completeness: 0.0873, loss_reg: 0.0387, loss: 0.7633, grad_norm: 19.2060 2020-10-05 18:33:22,681 - mmaction - INFO - Epoch [66][24/25] lr: 1.000e-03, eta: 23:49:14, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.5273, loss_completeness: 0.0839, loss_reg: 0.0690, loss: 0.6802, grad_norm: 20.5795 2020-10-05 18:33:23,089 - mmaction - INFO - Epoch [66][25/25] lr: 1.000e-03, eta: 23:48:17, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.2928, loss_completeness: 0.0724, loss_reg: 0.0526, loss: 0.4178, grad_norm: 7.6949 2020-10-05 18:33:31,656 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:36:25,489 - mmaction - INFO - Epoch [67][1/25] lr: 1.000e-03, eta: 1 day, 0:06:17, time: 173.486, data_time: 169.742, memory: 6352, loss_activity: 0.4588, loss_completeness: 0.0774, loss_reg: 0.0424, loss: 0.5786, grad_norm: 13.2910 2020-10-05 18:36:26,135 - mmaction - INFO - Epoch [67][2/25] lr: 1.000e-03, eta: 1 day, 0:05:23, time: 0.926, data_time: 0.452, memory: 6352, loss_activity: 0.3485, loss_completeness: 0.0760, loss_reg: 0.0366, loss: 0.4611, grad_norm: 14.0482 2020-10-05 18:36:26,633 - mmaction - INFO - Epoch [67][3/25] lr: 1.000e-03, eta: 1 day, 0:04:26, time: 0.535, data_time: 0.068, memory: 6352, loss_activity: 0.3129, loss_completeness: 0.0944, loss_reg: 0.0298, loss: 0.4372, grad_norm: 12.7802 2020-10-05 18:36:27,276 - mmaction - INFO - Epoch [67][4/25] lr: 1.000e-03, eta: 1 day, 0:03:29, time: 0.525, data_time: 0.031, memory: 6352, loss_activity: 0.9316, loss_completeness: 0.0990, loss_reg: 0.0420, loss: 1.0726, grad_norm: 22.1497 2020-10-05 18:36:27,821 - mmaction - INFO - Epoch [67][5/25] lr: 1.000e-03, eta: 1 day, 0:02:32, time: 0.570, data_time: 0.154, memory: 6352, loss_activity: 0.8985, loss_completeness: 0.0919, loss_reg: 0.0204, loss: 1.0108, grad_norm: 18.2970 2020-10-05 18:36:28,278 - mmaction - INFO - Epoch [67][6/25] lr: 1.000e-03, eta: 1 day, 0:01:35, time: 0.549, data_time: 0.125, memory: 6352, loss_activity: 0.2652, loss_completeness: 0.0952, loss_reg: 0.0617, loss: 0.4221, grad_norm: 7.3496 2020-10-05 18:36:28,790 - mmaction - INFO - Epoch [67][7/25] lr: 1.000e-03, eta: 1 day, 0:00:39, time: 0.536, data_time: 0.039, memory: 6352, loss_activity: 0.2881, loss_completeness: 0.0980, loss_reg: 0.0378, loss: 0.4239, grad_norm: 10.5849 2020-10-05 18:36:29,382 - mmaction - INFO - Epoch [67][8/25] lr: 1.000e-03, eta: 23:59:43, time: 0.585, data_time: 0.024, memory: 6352, loss_activity: 0.3569, loss_completeness: 0.0702, loss_reg: 0.0515, loss: 0.4786, grad_norm: 10.6076 2020-10-05 18:36:29,987 - mmaction - INFO - Epoch [67][9/25] lr: 1.000e-03, eta: 23:58:46, time: 0.596, data_time: 0.016, memory: 6352, loss_activity: 0.3915, loss_completeness: 0.0800, loss_reg: 0.0385, loss: 0.5101, grad_norm: 12.9209 2020-10-05 18:36:30,550 - mmaction - INFO - Epoch [67][10/25] lr: 1.000e-03, eta: 23:57:50, time: 0.512, data_time: 0.026, memory: 6352, loss_activity: 0.2609, loss_completeness: 0.1034, loss_reg: 0.0529, loss: 0.4172, grad_norm: 9.8852 2020-10-05 18:36:31,110 - mmaction - INFO - Epoch [67][11/25] lr: 1.000e-03, eta: 23:56:54, time: 0.594, data_time: 0.083, memory: 6352, loss_activity: 0.4967, loss_completeness: 0.0909, loss_reg: 0.0772, loss: 0.6648, grad_norm: 8.9645 2020-10-05 18:36:31,670 - mmaction - INFO - Epoch [67][12/25] lr: 1.000e-03, eta: 23:55:58, time: 0.596, data_time: 0.046, memory: 6352, loss_activity: 0.2001, loss_completeness: 0.0981, loss_reg: 0.0336, loss: 0.3319, grad_norm: 9.4107 2020-10-05 18:36:32,128 - mmaction - INFO - Epoch [67][13/25] lr: 1.000e-03, eta: 23:55:01, time: 0.433, data_time: 0.005, memory: 6352, loss_activity: 0.4553, loss_completeness: 0.0984, loss_reg: 0.0639, loss: 0.6176, grad_norm: 12.4725 2020-10-05 18:36:32,690 - mmaction - INFO - Epoch [67][14/25] lr: 1.000e-03, eta: 23:54:05, time: 0.543, data_time: 0.030, memory: 6352, loss_activity: 0.2769, loss_completeness: 0.0931, loss_reg: 0.0269, loss: 0.3969, grad_norm: 7.6336 2020-10-05 18:36:33,188 - mmaction - INFO - Epoch [67][15/25] lr: 1.000e-03, eta: 23:53:08, time: 0.513, data_time: 0.050, memory: 6352, loss_activity: 0.4998, loss_completeness: 0.0891, loss_reg: 0.0360, loss: 0.6249, grad_norm: 10.9030 2020-10-05 18:36:33,769 - mmaction - INFO - Epoch [67][16/25] lr: 1.000e-03, eta: 23:52:13, time: 0.579, data_time: 0.034, memory: 6352, loss_activity: 0.3585, loss_completeness: 0.1015, loss_reg: 0.0552, loss: 0.5152, grad_norm: 11.3470 2020-10-05 18:36:34,283 - mmaction - INFO - Epoch [67][17/25] lr: 1.000e-03, eta: 23:51:16, time: 0.473, data_time: 0.038, memory: 6352, loss_activity: 0.3689, loss_completeness: 0.0918, loss_reg: 0.0978, loss: 0.5585, grad_norm: 9.3675 2020-10-05 18:36:34,892 - mmaction - INFO - Epoch [67][18/25] lr: 1.000e-03, eta: 23:50:21, time: 0.598, data_time: 0.079, memory: 6352, loss_activity: 0.1392, loss_completeness: 0.0817, loss_reg: 0.0771, loss: 0.2980, grad_norm: 7.8832 2020-10-05 18:36:35,487 - mmaction - INFO - Epoch [67][19/25] lr: 1.000e-03, eta: 23:49:25, time: 0.551, data_time: 0.093, memory: 6352, loss_activity: 0.4352, loss_completeness: 0.0786, loss_reg: 0.1327, loss: 0.6465, grad_norm: 13.6563 2020-10-05 18:36:35,919 - mmaction - INFO - Epoch [67][20/25] lr: 1.000e-03, eta: 23:48:29, time: 0.560, data_time: 0.134, memory: 6352, loss_activity: 0.1312, loss_completeness: 0.0832, loss_reg: 0.0992, loss: 0.3137, grad_norm: 6.4684 2020-10-05 18:36:36,570 - mmaction - INFO - Epoch [67][21/25] lr: 1.000e-03, eta: 23:47:34, time: 0.570, data_time: 0.062, memory: 6352, loss_activity: 0.4622, loss_completeness: 0.0949, loss_reg: 0.0438, loss: 0.6008, grad_norm: 11.6564 2020-10-05 18:36:37,028 - mmaction - INFO - Epoch [67][22/25] lr: 1.000e-03, eta: 23:46:38, time: 0.538, data_time: 0.122, memory: 6352, loss_activity: 0.7374, loss_completeness: 0.1049, loss_reg: 0.0698, loss: 0.9121, grad_norm: 18.1737 2020-10-05 18:36:37,438 - mmaction - INFO - Epoch [67][23/25] lr: 1.000e-03, eta: 23:45:42, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.0911, loss_completeness: 0.0756, loss_reg: 0.0412, loss: 0.2079, grad_norm: 4.3585 2020-10-05 18:36:37,846 - mmaction - INFO - Epoch [67][24/25] lr: 1.000e-03, eta: 23:44:45, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.1293, loss_completeness: 0.0765, loss_reg: 0.0368, loss: 0.2426, grad_norm: 6.9822 2020-10-05 18:36:38,256 - mmaction - INFO - Epoch [67][25/25] lr: 1.000e-03, eta: 23:43:49, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.4387, loss_completeness: 0.0920, loss_reg: 0.0479, loss: 0.5785, grad_norm: 10.3840 2020-10-05 18:36:46,108 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:39:54,335 - mmaction - INFO - Epoch [68][1/25] lr: 1.000e-03, eta: 1 day, 0:03:04, time: 187.930, data_time: 180.606, memory: 6352, loss_activity: 0.4682, loss_completeness: 0.0833, loss_reg: 0.0478, loss: 0.5992, grad_norm: 11.9904 2020-10-05 18:39:54,886 - mmaction - INFO - Epoch [68][2/25] lr: 1.000e-03, eta: 1 day, 0:02:10, time: 0.840, data_time: 0.398, memory: 6352, loss_activity: 0.2573, loss_completeness: 0.0753, loss_reg: 0.0622, loss: 0.3948, grad_norm: 10.8040 2020-10-05 18:39:55,496 - mmaction - INFO - Epoch [68][3/25] lr: 1.000e-03, eta: 1 day, 0:01:14, time: 0.579, data_time: 0.016, memory: 6352, loss_activity: 0.1521, loss_completeness: 0.0819, loss_reg: 0.0333, loss: 0.2672, grad_norm: 7.9821 2020-10-05 18:39:56,034 - mmaction - INFO - Epoch [68][4/25] lr: 1.000e-03, eta: 1 day, 0:00:18, time: 0.549, data_time: 0.041, memory: 6352, loss_activity: 0.3660, loss_completeness: 0.0823, loss_reg: 0.0315, loss: 0.4798, grad_norm: 13.8290 2020-10-05 18:39:56,554 - mmaction - INFO - Epoch [68][5/25] lr: 1.000e-03, eta: 23:59:22, time: 0.531, data_time: 0.042, memory: 6352, loss_activity: 0.4381, loss_completeness: 0.1007, loss_reg: 0.0390, loss: 0.5778, grad_norm: 13.5293 2020-10-05 18:39:57,100 - mmaction - INFO - Epoch [68][6/25] lr: 1.000e-03, eta: 23:58:26, time: 0.550, data_time: 0.020, memory: 6352, loss_activity: 0.4552, loss_completeness: 0.0492, loss_reg: 0.0558, loss: 0.5603, grad_norm: 13.3786 2020-10-05 18:39:57,588 - mmaction - INFO - Epoch [68][7/25] lr: 1.000e-03, eta: 23:57:30, time: 0.487, data_time: 0.016, memory: 6352, loss_activity: 0.6987, loss_completeness: 0.0954, loss_reg: 0.0632, loss: 0.8574, grad_norm: 21.3798 2020-10-05 18:39:58,129 - mmaction - INFO - Epoch [68][8/25] lr: 1.000e-03, eta: 23:56:34, time: 0.515, data_time: 0.016, memory: 6352, loss_activity: 0.1033, loss_completeness: 0.0756, loss_reg: 0.0663, loss: 0.2451, grad_norm: 5.4678 2020-10-05 18:39:58,655 - mmaction - INFO - Epoch [68][9/25] lr: 1.000e-03, eta: 23:55:39, time: 0.564, data_time: 0.044, memory: 6352, loss_activity: 0.1500, loss_completeness: 0.0904, loss_reg: 0.0695, loss: 0.3099, grad_norm: 7.1937 2020-10-05 18:39:59,225 - mmaction - INFO - Epoch [68][10/25] lr: 1.000e-03, eta: 23:54:43, time: 0.513, data_time: 0.027, memory: 6352, loss_activity: 0.3255, loss_completeness: 0.0875, loss_reg: 0.0627, loss: 0.4757, grad_norm: 10.2941 2020-10-05 18:39:59,748 - mmaction - INFO - Epoch [68][11/25] lr: 1.000e-03, eta: 23:53:48, time: 0.580, data_time: 0.065, memory: 6352, loss_activity: 0.4279, loss_completeness: 0.0897, loss_reg: 0.0574, loss: 0.5750, grad_norm: 13.7378 2020-10-05 18:40:00,227 - mmaction - INFO - Epoch [68][12/25] lr: 1.000e-03, eta: 23:52:51, time: 0.444, data_time: 0.013, memory: 6352, loss_activity: 0.4804, loss_completeness: 0.0874, loss_reg: 0.0625, loss: 0.6303, grad_norm: 12.6464 2020-10-05 18:40:00,778 - mmaction - INFO - Epoch [68][13/25] lr: 1.000e-03, eta: 23:51:56, time: 0.584, data_time: 0.040, memory: 6352, loss_activity: 0.9846, loss_completeness: 0.0989, loss_reg: 0.0504, loss: 1.1338, grad_norm: 22.6555 2020-10-05 18:40:01,367 - mmaction - INFO - Epoch [68][14/25] lr: 1.000e-03, eta: 23:51:01, time: 0.561, data_time: 0.025, memory: 6352, loss_activity: 0.6849, loss_completeness: 0.1136, loss_reg: 0.0542, loss: 0.8527, grad_norm: 15.3223 2020-10-05 18:40:01,943 - mmaction - INFO - Epoch [68][15/25] lr: 1.000e-03, eta: 23:50:06, time: 0.605, data_time: 0.038, memory: 6352, loss_activity: 0.1975, loss_completeness: 0.0841, loss_reg: 0.0835, loss: 0.3651, grad_norm: 10.1338 2020-10-05 18:40:02,440 - mmaction - INFO - Epoch [68][16/25] lr: 1.000e-03, eta: 23:49:11, time: 0.486, data_time: 0.010, memory: 6352, loss_activity: 0.2187, loss_completeness: 0.0859, loss_reg: 0.0478, loss: 0.3524, grad_norm: 10.0024 2020-10-05 18:40:03,118 - mmaction - INFO - Epoch [68][17/25] lr: 1.000e-03, eta: 23:48:16, time: 0.564, data_time: 0.025, memory: 6352, loss_activity: 0.2038, loss_completeness: 0.0713, loss_reg: 0.0433, loss: 0.3184, grad_norm: 9.7819 2020-10-05 18:40:03,696 - mmaction - INFO - Epoch [68][18/25] lr: 1.000e-03, eta: 23:47:21, time: 0.634, data_time: 0.130, memory: 6352, loss_activity: 0.1402, loss_completeness: 0.0770, loss_reg: 0.0598, loss: 0.2771, grad_norm: 5.7986 2020-10-05 18:40:04,248 - mmaction - INFO - Epoch [68][19/25] lr: 1.000e-03, eta: 23:46:26, time: 0.538, data_time: 0.075, memory: 6352, loss_activity: 0.4256, loss_completeness: 0.0744, loss_reg: 0.0369, loss: 0.5369, grad_norm: 10.7181 2020-10-05 18:40:04,746 - mmaction - INFO - Epoch [68][20/25] lr: 1.000e-03, eta: 23:45:31, time: 0.531, data_time: 0.098, memory: 6352, loss_activity: 0.2066, loss_completeness: 0.1080, loss_reg: 0.0732, loss: 0.3877, grad_norm: 9.0870 2020-10-05 18:40:05,502 - mmaction - INFO - Epoch [68][21/25] lr: 1.000e-03, eta: 23:44:37, time: 0.736, data_time: 0.119, memory: 6352, loss_activity: 0.6391, loss_completeness: 0.1101, loss_reg: 0.0772, loss: 0.8264, grad_norm: 11.4510 2020-10-05 18:40:05,939 - mmaction - INFO - Epoch [68][22/25] lr: 1.000e-03, eta: 23:43:42, time: 0.507, data_time: 0.110, memory: 6352, loss_activity: 0.1961, loss_completeness: 0.0807, loss_reg: 0.0686, loss: 0.3454, grad_norm: 9.3031 2020-10-05 18:40:06,357 - mmaction - INFO - Epoch [68][23/25] lr: 1.000e-03, eta: 23:42:47, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 0.3073, loss_completeness: 0.1088, loss_reg: 0.0482, loss: 0.4643, grad_norm: 9.3408 2020-10-05 18:40:06,764 - mmaction - INFO - Epoch [68][24/25] lr: 1.000e-03, eta: 23:41:51, time: 0.415, data_time: 0.014, memory: 6352, loss_activity: 0.4025, loss_completeness: 0.0855, loss_reg: 0.0370, loss: 0.5250, grad_norm: 9.1423 2020-10-05 18:40:07,173 - mmaction - INFO - Epoch [68][25/25] lr: 1.000e-03, eta: 23:40:56, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.2069, loss_completeness: 0.0862, loss_reg: 0.0313, loss: 0.3244, grad_norm: 7.1552 2020-10-05 18:40:15,933 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:43:21,262 - mmaction - INFO - Epoch [69][1/25] lr: 1.000e-03, eta: 23:59:34, time: 185.198, data_time: 180.723, memory: 6352, loss_activity: 0.2694, loss_completeness: 0.0924, loss_reg: 0.0478, loss: 0.4097, grad_norm: 8.3314 2020-10-05 18:43:21,926 - mmaction - INFO - Epoch [69][2/25] lr: 1.000e-03, eta: 23:58:39, time: 0.705, data_time: 0.225, memory: 6352, loss_activity: 0.2334, loss_completeness: 0.0832, loss_reg: 0.0157, loss: 0.3323, grad_norm: 9.3299 2020-10-05 18:43:22,460 - mmaction - INFO - Epoch [69][3/25] lr: 1.000e-03, eta: 23:57:44, time: 0.602, data_time: 0.094, memory: 6352, loss_activity: 0.2867, loss_completeness: 0.0954, loss_reg: 0.0417, loss: 0.4239, grad_norm: 11.9093 2020-10-05 18:43:22,943 - mmaction - INFO - Epoch [69][4/25] lr: 1.000e-03, eta: 23:56:49, time: 0.476, data_time: 0.025, memory: 6352, loss_activity: 0.2268, loss_completeness: 0.0859, loss_reg: 0.0327, loss: 0.3455, grad_norm: 10.1794 2020-10-05 18:43:23,500 - mmaction - INFO - Epoch [69][5/25] lr: 1.000e-03, eta: 23:55:53, time: 0.515, data_time: 0.032, memory: 6352, loss_activity: 0.5490, loss_completeness: 0.0598, loss_reg: 0.0376, loss: 0.6464, grad_norm: 17.1755 2020-10-05 18:43:23,995 - mmaction - INFO - Epoch [69][6/25] lr: 1.000e-03, eta: 23:54:58, time: 0.548, data_time: 0.089, memory: 6352, loss_activity: 0.2687, loss_completeness: 0.0996, loss_reg: 0.0500, loss: 0.4183, grad_norm: 7.9899 2020-10-05 18:43:24,560 - mmaction - INFO - Epoch [69][7/25] lr: 1.000e-03, eta: 23:54:04, time: 0.565, data_time: 0.021, memory: 6352, loss_activity: 0.3859, loss_completeness: 0.0778, loss_reg: 0.0735, loss: 0.5373, grad_norm: 13.7163 2020-10-05 18:43:25,186 - mmaction - INFO - Epoch [69][8/25] lr: 1.000e-03, eta: 23:53:09, time: 0.630, data_time: 0.041, memory: 6352, loss_activity: 0.3323, loss_completeness: 0.0856, loss_reg: 0.0832, loss: 0.5011, grad_norm: 9.6019 2020-10-05 18:43:25,724 - mmaction - INFO - Epoch [69][9/25] lr: 1.000e-03, eta: 23:52:14, time: 0.512, data_time: 0.018, memory: 6352, loss_activity: 0.1962, loss_completeness: 0.0674, loss_reg: 0.0456, loss: 0.3092, grad_norm: 8.7140 2020-10-05 18:43:26,260 - mmaction - INFO - Epoch [69][10/25] lr: 1.000e-03, eta: 23:51:19, time: 0.545, data_time: 0.043, memory: 6352, loss_activity: 0.4661, loss_completeness: 0.0957, loss_reg: 0.0873, loss: 0.6491, grad_norm: 13.7906 2020-10-05 18:43:26,829 - mmaction - INFO - Epoch [69][11/25] lr: 1.000e-03, eta: 23:50:25, time: 0.553, data_time: 0.047, memory: 6352, loss_activity: 0.3128, loss_completeness: 0.0963, loss_reg: 0.0910, loss: 0.5000, grad_norm: 12.0194 2020-10-05 18:43:27,447 - mmaction - INFO - Epoch [69][12/25] lr: 1.000e-03, eta: 23:49:30, time: 0.575, data_time: 0.054, memory: 6352, loss_activity: 0.1274, loss_completeness: 0.0798, loss_reg: 0.0433, loss: 0.2505, grad_norm: 9.4267 2020-10-05 18:43:28,033 - mmaction - INFO - Epoch [69][13/25] lr: 1.000e-03, eta: 23:48:36, time: 0.566, data_time: 0.092, memory: 6352, loss_activity: 0.4577, loss_completeness: 0.0803, loss_reg: 0.0471, loss: 0.5851, grad_norm: 17.0047 2020-10-05 18:43:28,541 - mmaction - INFO - Epoch [69][14/25] lr: 1.000e-03, eta: 23:47:42, time: 0.608, data_time: 0.113, memory: 6352, loss_activity: 0.5352, loss_completeness: 0.0973, loss_reg: 0.0619, loss: 0.6943, grad_norm: 19.5621 2020-10-05 18:43:29,083 - mmaction - INFO - Epoch [69][15/25] lr: 1.000e-03, eta: 23:46:47, time: 0.473, data_time: 0.025, memory: 6352, loss_activity: 0.0985, loss_completeness: 0.0840, loss_reg: 0.0454, loss: 0.2279, grad_norm: 7.5936 2020-10-05 18:43:29,572 - mmaction - INFO - Epoch [69][16/25] lr: 1.000e-03, eta: 23:45:53, time: 0.564, data_time: 0.082, memory: 6352, loss_activity: 0.2870, loss_completeness: 0.0781, loss_reg: 0.0294, loss: 0.3946, grad_norm: 14.4921 2020-10-05 18:43:30,183 - mmaction - INFO - Epoch [69][17/25] lr: 1.000e-03, eta: 23:44:58, time: 0.579, data_time: 0.010, memory: 6352, loss_activity: 0.3008, loss_completeness: 0.0959, loss_reg: 0.0886, loss: 0.4853, grad_norm: 17.1038 2020-10-05 18:43:30,714 - mmaction - INFO - Epoch [69][18/25] lr: 1.000e-03, eta: 23:44:04, time: 0.533, data_time: 0.042, memory: 6352, loss_activity: 0.2445, loss_completeness: 0.0983, loss_reg: 0.0609, loss: 0.4036, grad_norm: 10.6296 2020-10-05 18:43:31,236 - mmaction - INFO - Epoch [69][19/25] lr: 1.000e-03, eta: 23:43:10, time: 0.507, data_time: 0.037, memory: 6352, loss_activity: 0.2229, loss_completeness: 0.0763, loss_reg: 0.0652, loss: 0.3644, grad_norm: 10.4109 2020-10-05 18:43:31,716 - mmaction - INFO - Epoch [69][20/25] lr: 1.000e-03, eta: 23:42:15, time: 0.509, data_time: 0.050, memory: 6352, loss_activity: 0.5547, loss_completeness: 0.1030, loss_reg: 0.0400, loss: 0.6978, grad_norm: 18.2201 2020-10-05 18:43:32,411 - mmaction - INFO - Epoch [69][21/25] lr: 1.000e-03, eta: 23:41:22, time: 0.664, data_time: 0.069, memory: 6352, loss_activity: 0.1855, loss_completeness: 0.0747, loss_reg: 0.0261, loss: 0.2863, grad_norm: 11.4986 2020-10-05 18:43:32,873 - mmaction - INFO - Epoch [69][22/25] lr: 1.000e-03, eta: 23:40:28, time: 0.509, data_time: 0.091, memory: 6352, loss_activity: 0.4331, loss_completeness: 0.0822, loss_reg: 0.0618, loss: 0.5770, grad_norm: 17.9769 2020-10-05 18:43:33,284 - mmaction - INFO - Epoch [69][23/25] lr: 1.000e-03, eta: 23:39:33, time: 0.410, data_time: 0.009, memory: 6352, loss_activity: 0.3261, loss_completeness: 0.0871, loss_reg: 0.0426, loss: 0.4559, grad_norm: 13.5847 2020-10-05 18:43:33,695 - mmaction - INFO - Epoch [69][24/25] lr: 1.000e-03, eta: 23:38:38, time: 0.412, data_time: 0.006, memory: 6352, loss_activity: 0.3796, loss_completeness: 0.0847, loss_reg: 0.0560, loss: 0.5202, grad_norm: 12.5767 2020-10-05 18:43:34,105 - mmaction - INFO - Epoch [69][25/25] lr: 1.000e-03, eta: 23:37:44, time: 0.410, data_time: 0.011, memory: 6352, loss_activity: 0.2820, loss_completeness: 0.0793, loss_reg: 0.0904, loss: 0.4516, grad_norm: 9.8399 2020-10-05 18:43:42,279 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:46:42,308 - mmaction - INFO - Epoch [70][1/25] lr: 1.000e-03, eta: 23:55:29, time: 179.865, data_time: 175.550, memory: 6352, loss_activity: 0.2969, loss_completeness: 0.0775, loss_reg: 0.0558, loss: 0.4301, grad_norm: 9.4579 2020-10-05 18:46:42,953 - mmaction - INFO - Epoch [70][2/25] lr: 1.000e-03, eta: 23:54:36, time: 0.723, data_time: 0.255, memory: 6352, loss_activity: 0.4661, loss_completeness: 0.0865, loss_reg: 0.0493, loss: 0.6019, grad_norm: 12.1108 2020-10-05 18:46:43,545 - mmaction - INFO - Epoch [70][3/25] lr: 1.000e-03, eta: 23:53:42, time: 0.671, data_time: 0.091, memory: 6352, loss_activity: 0.0609, loss_completeness: 0.0744, loss_reg: 0.0532, loss: 0.1885, grad_norm: 4.5545 2020-10-05 18:46:43,992 - mmaction - INFO - Epoch [70][4/25] lr: 1.000e-03, eta: 23:52:47, time: 0.427, data_time: 0.014, memory: 6352, loss_activity: 0.8730, loss_completeness: 0.0852, loss_reg: 0.0442, loss: 1.0024, grad_norm: 21.8997 2020-10-05 18:46:44,573 - mmaction - INFO - Epoch [70][5/25] lr: 1.000e-03, eta: 23:51:53, time: 0.587, data_time: 0.029, memory: 6352, loss_activity: 0.5657, loss_completeness: 0.0734, loss_reg: 0.0400, loss: 0.6791, grad_norm: 11.9764 2020-10-05 18:46:45,065 - mmaction - INFO - Epoch [70][6/25] lr: 1.000e-03, eta: 23:50:58, time: 0.489, data_time: 0.025, memory: 6352, loss_activity: 0.1758, loss_completeness: 0.1058, loss_reg: 0.0621, loss: 0.3438, grad_norm: 10.9704 2020-10-05 18:46:45,681 - mmaction - INFO - Epoch [70][7/25] lr: 1.000e-03, eta: 23:50:04, time: 0.553, data_time: 0.033, memory: 6352, loss_activity: 0.4806, loss_completeness: 0.0980, loss_reg: 0.0408, loss: 0.6194, grad_norm: 14.9312 2020-10-05 18:46:46,266 - mmaction - INFO - Epoch [70][8/25] lr: 1.000e-03, eta: 23:49:11, time: 0.607, data_time: 0.094, memory: 6352, loss_activity: 0.6853, loss_completeness: 0.0928, loss_reg: 0.0613, loss: 0.8394, grad_norm: 15.0906 2020-10-05 18:46:46,743 - mmaction - INFO - Epoch [70][9/25] lr: 1.000e-03, eta: 23:48:17, time: 0.538, data_time: 0.074, memory: 6352, loss_activity: 0.4126, loss_completeness: 0.0914, loss_reg: 0.0744, loss: 0.5783, grad_norm: 11.0213 2020-10-05 18:46:47,278 - mmaction - INFO - Epoch [70][10/25] lr: 1.000e-03, eta: 23:47:23, time: 0.535, data_time: 0.004, memory: 6352, loss_activity: 0.2716, loss_completeness: 0.0844, loss_reg: 0.0690, loss: 0.4250, grad_norm: 8.7815 2020-10-05 18:46:47,913 - mmaction - INFO - Epoch [70][11/25] lr: 1.000e-03, eta: 23:46:29, time: 0.634, data_time: 0.015, memory: 6352, loss_activity: 0.3578, loss_completeness: 0.0675, loss_reg: 0.0651, loss: 0.4904, grad_norm: 8.6573 2020-10-05 18:46:48,504 - mmaction - INFO - Epoch [70][12/25] lr: 1.000e-03, eta: 23:45:35, time: 0.492, data_time: 0.009, memory: 6352, loss_activity: 0.4468, loss_completeness: 0.0781, loss_reg: 0.0371, loss: 0.5620, grad_norm: 13.9703 2020-10-05 18:46:48,997 - mmaction - INFO - Epoch [70][13/25] lr: 1.000e-03, eta: 23:44:42, time: 0.593, data_time: 0.107, memory: 6352, loss_activity: 0.5043, loss_completeness: 0.0760, loss_reg: 0.0619, loss: 0.6422, grad_norm: 11.5373 2020-10-05 18:46:49,560 - mmaction - INFO - Epoch [70][14/25] lr: 1.000e-03, eta: 23:43:47, time: 0.483, data_time: 0.019, memory: 6352, loss_activity: 0.5173, loss_completeness: 0.0834, loss_reg: 0.0482, loss: 0.6490, grad_norm: 10.1547 2020-10-05 18:46:50,161 - mmaction - INFO - Epoch [70][15/25] lr: 1.000e-03, eta: 23:42:55, time: 0.681, data_time: 0.085, memory: 6352, loss_activity: 0.3563, loss_completeness: 0.0980, loss_reg: 0.0697, loss: 0.5241, grad_norm: 10.7589 2020-10-05 18:46:50,694 - mmaction - INFO - Epoch [70][16/25] lr: 1.000e-03, eta: 23:42:01, time: 0.493, data_time: 0.017, memory: 6352, loss_activity: 0.3207, loss_completeness: 0.0878, loss_reg: 0.0962, loss: 0.5047, grad_norm: 9.1675 2020-10-05 18:46:51,393 - mmaction - INFO - Epoch [70][17/25] lr: 1.000e-03, eta: 23:41:08, time: 0.690, data_time: 0.046, memory: 6352, loss_activity: 0.4032, loss_completeness: 0.0712, loss_reg: 0.0352, loss: 0.5097, grad_norm: 10.9506 2020-10-05 18:46:51,928 - mmaction - INFO - Epoch [70][18/25] lr: 1.000e-03, eta: 23:40:15, time: 0.584, data_time: 0.056, memory: 6352, loss_activity: 0.1621, loss_completeness: 0.0926, loss_reg: 0.0655, loss: 0.3202, grad_norm: 6.6340 2020-10-05 18:46:52,440 - mmaction - INFO - Epoch [70][19/25] lr: 1.000e-03, eta: 23:39:21, time: 0.511, data_time: 0.036, memory: 6352, loss_activity: 0.8075, loss_completeness: 0.0834, loss_reg: 0.0419, loss: 0.9327, grad_norm: 13.6247 2020-10-05 18:46:53,123 - mmaction - INFO - Epoch [70][20/25] lr: 1.000e-03, eta: 23:38:28, time: 0.617, data_time: 0.064, memory: 6352, loss_activity: 0.3884, loss_completeness: 0.0961, loss_reg: 0.0898, loss: 0.5743, grad_norm: 14.0494 2020-10-05 18:46:53,689 - mmaction - INFO - Epoch [70][21/25] lr: 1.000e-03, eta: 23:37:35, time: 0.554, data_time: 0.119, memory: 6352, loss_activity: 0.3705, loss_completeness: 0.0950, loss_reg: 0.0289, loss: 0.4943, grad_norm: 10.0935 2020-10-05 18:46:54,135 - mmaction - INFO - Epoch [70][22/25] lr: 1.000e-03, eta: 23:36:42, time: 0.526, data_time: 0.089, memory: 6352, loss_activity: 0.1129, loss_completeness: 0.0971, loss_reg: 0.0817, loss: 0.2917, grad_norm: 7.3109 2020-10-05 18:46:54,545 - mmaction - INFO - Epoch [70][23/25] lr: 1.000e-03, eta: 23:35:48, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.1324, loss_completeness: 0.0526, loss_reg: 0.0150, loss: 0.2000, grad_norm: 6.2394 2020-10-05 18:46:54,957 - mmaction - INFO - Epoch [70][24/25] lr: 1.000e-03, eta: 23:34:54, time: 0.408, data_time: 0.002, memory: 6352, loss_activity: 0.3744, loss_completeness: 0.0737, loss_reg: 0.0459, loss: 0.4939, grad_norm: 13.2748 2020-10-05 18:46:55,368 - mmaction - INFO - Epoch [70][25/25] lr: 1.000e-03, eta: 23:34:00, time: 0.414, data_time: 0.008, memory: 6352, loss_activity: 0.3423, loss_completeness: 0.0921, loss_reg: 0.0846, loss: 0.5189, grad_norm: 15.6473 2020-10-05 18:47:02,429 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-10-05 18:47:02,878 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:49:54,394 - mmaction - INFO - Epoch [71][1/25] lr: 1.000e-03, eta: 23:50:36, time: 171.414, data_time: 165.958, memory: 6352, loss_activity: 0.1964, loss_completeness: 0.0775, loss_reg: 0.0466, loss: 0.3205, grad_norm: 10.0399 2020-10-05 18:49:55,039 - mmaction - INFO - Epoch [71][2/25] lr: 1.000e-03, eta: 23:49:43, time: 0.626, data_time: 0.190, memory: 6352, loss_activity: 0.0960, loss_completeness: 0.0615, loss_reg: 0.0484, loss: 0.2059, grad_norm: 5.9053 2020-10-05 18:49:55,581 - mmaction - INFO - Epoch [71][3/25] lr: 1.000e-03, eta: 23:48:49, time: 0.612, data_time: 0.123, memory: 6352, loss_activity: 0.3927, loss_completeness: 0.0914, loss_reg: 0.0760, loss: 0.5601, grad_norm: 13.3947 2020-10-05 18:49:56,066 - mmaction - INFO - Epoch [71][4/25] lr: 1.000e-03, eta: 23:47:56, time: 0.523, data_time: 0.054, memory: 6352, loss_activity: 0.4137, loss_completeness: 0.0999, loss_reg: 0.0342, loss: 0.5478, grad_norm: 14.5557 2020-10-05 18:49:56,567 - mmaction - INFO - Epoch [71][5/25] lr: 1.000e-03, eta: 23:47:02, time: 0.495, data_time: 0.019, memory: 6352, loss_activity: 0.5623, loss_completeness: 0.0679, loss_reg: 0.0635, loss: 0.6937, grad_norm: 17.2249 2020-10-05 18:49:57,218 - mmaction - INFO - Epoch [71][6/25] lr: 1.000e-03, eta: 23:46:09, time: 0.642, data_time: 0.020, memory: 6352, loss_activity: 0.4308, loss_completeness: 0.0880, loss_reg: 0.0356, loss: 0.5544, grad_norm: 15.4053 2020-10-05 18:49:57,779 - mmaction - INFO - Epoch [71][7/25] lr: 1.000e-03, eta: 23:45:16, time: 0.536, data_time: 0.042, memory: 6352, loss_activity: 0.3941, loss_completeness: 0.1113, loss_reg: 0.0535, loss: 0.5588, grad_norm: 11.5647 2020-10-05 18:49:58,356 - mmaction - INFO - Epoch [71][8/25] lr: 1.000e-03, eta: 23:44:23, time: 0.560, data_time: 0.061, memory: 6352, loss_activity: 1.1388, loss_completeness: 0.0702, loss_reg: 0.0537, loss: 1.2627, grad_norm: 20.2549 2020-10-05 18:49:58,932 - mmaction - INFO - Epoch [71][9/25] lr: 1.000e-03, eta: 23:43:30, time: 0.588, data_time: 0.072, memory: 6352, loss_activity: 0.2248, loss_completeness: 0.0547, loss_reg: 0.0451, loss: 0.3247, grad_norm: 9.1114 2020-10-05 18:49:59,362 - mmaction - INFO - Epoch [71][10/25] lr: 1.000e-03, eta: 23:42:36, time: 0.471, data_time: 0.061, memory: 6352, loss_activity: 0.1144, loss_completeness: 0.0527, loss_reg: 0.0658, loss: 0.2329, grad_norm: 5.8794 2020-10-05 18:50:00,000 - mmaction - INFO - Epoch [71][11/25] lr: 1.000e-03, eta: 23:41:43, time: 0.523, data_time: 0.019, memory: 6352, loss_activity: 0.6299, loss_completeness: 0.0882, loss_reg: 0.0428, loss: 0.7609, grad_norm: 13.7337 2020-10-05 18:50:00,446 - mmaction - INFO - Epoch [71][12/25] lr: 1.000e-03, eta: 23:40:50, time: 0.567, data_time: 0.136, memory: 6352, loss_activity: 0.1434, loss_completeness: 0.0741, loss_reg: 0.0443, loss: 0.2618, grad_norm: 9.9280 2020-10-05 18:50:00,992 - mmaction - INFO - Epoch [71][13/25] lr: 1.000e-03, eta: 23:39:57, time: 0.538, data_time: 0.014, memory: 6352, loss_activity: 0.7121, loss_completeness: 0.0675, loss_reg: 0.0344, loss: 0.8140, grad_norm: 15.3144 2020-10-05 18:50:01,508 - mmaction - INFO - Epoch [71][14/25] lr: 1.000e-03, eta: 23:39:04, time: 0.522, data_time: 0.026, memory: 6352, loss_activity: 0.4914, loss_completeness: 0.0924, loss_reg: 0.0494, loss: 0.6332, grad_norm: 12.5613 2020-10-05 18:50:02,125 - mmaction - INFO - Epoch [71][15/25] lr: 1.000e-03, eta: 23:38:12, time: 0.624, data_time: 0.014, memory: 6352, loss_activity: 0.1629, loss_completeness: 0.0791, loss_reg: 0.0550, loss: 0.2969, grad_norm: 8.6011 2020-10-05 18:50:02,712 - mmaction - INFO - Epoch [71][16/25] lr: 1.000e-03, eta: 23:37:19, time: 0.512, data_time: 0.012, memory: 6352, loss_activity: 0.2675, loss_completeness: 0.1033, loss_reg: 0.0595, loss: 0.4303, grad_norm: 8.0636 2020-10-05 18:50:03,207 - mmaction - INFO - Epoch [71][17/25] lr: 1.000e-03, eta: 23:36:26, time: 0.565, data_time: 0.098, memory: 6352, loss_activity: 0.5415, loss_completeness: 0.0954, loss_reg: 0.0394, loss: 0.6763, grad_norm: 18.5379 2020-10-05 18:50:03,793 - mmaction - INFO - Epoch [71][18/25] lr: 1.000e-03, eta: 23:35:34, time: 0.589, data_time: 0.012, memory: 6352, loss_activity: 0.3260, loss_completeness: 0.0778, loss_reg: 0.0678, loss: 0.4716, grad_norm: 12.6808 2020-10-05 18:50:04,290 - mmaction - INFO - Epoch [71][19/25] lr: 1.000e-03, eta: 23:34:41, time: 0.493, data_time: 0.012, memory: 6352, loss_activity: 0.3409, loss_completeness: 0.0936, loss_reg: 0.1149, loss: 0.5494, grad_norm: 11.5317 2020-10-05 18:50:04,774 - mmaction - INFO - Epoch [71][20/25] lr: 1.000e-03, eta: 23:33:48, time: 0.472, data_time: 0.014, memory: 6352, loss_activity: 0.2279, loss_completeness: 0.0583, loss_reg: 0.0626, loss: 0.3487, grad_norm: 6.9504 2020-10-05 18:50:05,441 - mmaction - INFO - Epoch [71][21/25] lr: 1.000e-03, eta: 23:32:55, time: 0.583, data_time: 0.073, memory: 6352, loss_activity: 0.1566, loss_completeness: 0.0785, loss_reg: 0.0297, loss: 0.2648, grad_norm: 7.9603 2020-10-05 18:50:05,991 - mmaction - INFO - Epoch [71][22/25] lr: 1.000e-03, eta: 23:32:04, time: 0.643, data_time: 0.157, memory: 6352, loss_activity: 0.3519, loss_completeness: 0.0637, loss_reg: 0.0291, loss: 0.4446, grad_norm: 10.2212 2020-10-05 18:50:06,414 - mmaction - INFO - Epoch [71][23/25] lr: 1.000e-03, eta: 23:31:11, time: 0.435, data_time: 0.018, memory: 6352, loss_activity: 0.6140, loss_completeness: 0.1021, loss_reg: 0.0962, loss: 0.8123, grad_norm: 14.8421 2020-10-05 18:50:06,824 - mmaction - INFO - Epoch [71][24/25] lr: 1.000e-03, eta: 23:30:17, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.3288, loss_completeness: 0.0643, loss_reg: 0.0683, loss: 0.4615, grad_norm: 12.2887 2020-10-05 18:50:07,232 - mmaction - INFO - Epoch [71][25/25] lr: 1.000e-03, eta: 23:29:24, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 0.3206, loss_completeness: 0.0909, loss_reg: 0.0461, loss: 0.4576, grad_norm: 10.2756 2020-10-05 18:50:14,032 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:53:23,147 - mmaction - INFO - Epoch [72][1/25] lr: 1.000e-03, eta: 23:47:29, time: 188.904, data_time: 183.843, memory: 6352, loss_activity: 0.2412, loss_completeness: 0.0792, loss_reg: 0.0229, loss: 0.3433, grad_norm: 9.2698 2020-10-05 18:53:23,804 - mmaction - INFO - Epoch [72][2/25] lr: 1.000e-03, eta: 23:46:38, time: 0.853, data_time: 0.333, memory: 6352, loss_activity: 0.3349, loss_completeness: 0.0880, loss_reg: 0.0867, loss: 0.5096, grad_norm: 10.4133 2020-10-05 18:53:24,353 - mmaction - INFO - Epoch [72][3/25] lr: 1.000e-03, eta: 23:45:45, time: 0.452, data_time: 0.046, memory: 6352, loss_activity: 0.4632, loss_completeness: 0.0918, loss_reg: 0.0750, loss: 0.6300, grad_norm: 10.5978 2020-10-05 18:53:24,978 - mmaction - INFO - Epoch [72][4/25] lr: 1.000e-03, eta: 23:44:53, time: 0.665, data_time: 0.118, memory: 6352, loss_activity: 0.4137, loss_completeness: 0.0864, loss_reg: 0.0216, loss: 0.5217, grad_norm: 12.2136 2020-10-05 18:53:25,526 - mmaction - INFO - Epoch [72][5/25] lr: 1.000e-03, eta: 23:44:00, time: 0.494, data_time: 0.088, memory: 6352, loss_activity: 0.2135, loss_completeness: 0.0822, loss_reg: 0.0348, loss: 0.3305, grad_norm: 9.0037 2020-10-05 18:53:26,117 - mmaction - INFO - Epoch [72][6/25] lr: 1.000e-03, eta: 23:43:08, time: 0.639, data_time: 0.129, memory: 6352, loss_activity: 0.3840, loss_completeness: 0.0795, loss_reg: 0.0823, loss: 0.5457, grad_norm: 13.5843 2020-10-05 18:53:26,682 - mmaction - INFO - Epoch [72][7/25] lr: 1.000e-03, eta: 23:42:15, time: 0.507, data_time: 0.092, memory: 6352, loss_activity: 0.2223, loss_completeness: 0.0847, loss_reg: 0.0682, loss: 0.3752, grad_norm: 10.2785 2020-10-05 18:53:27,271 - mmaction - INFO - Epoch [72][8/25] lr: 1.000e-03, eta: 23:41:23, time: 0.672, data_time: 0.178, memory: 6352, loss_activity: 0.6970, loss_completeness: 0.0873, loss_reg: 0.0258, loss: 0.8100, grad_norm: 18.1955 2020-10-05 18:53:27,816 - mmaction - INFO - Epoch [72][9/25] lr: 1.000e-03, eta: 23:40:31, time: 0.579, data_time: 0.058, memory: 6352, loss_activity: 0.1901, loss_completeness: 0.0981, loss_reg: 0.0686, loss: 0.3568, grad_norm: 7.7438 2020-10-05 18:53:28,333 - mmaction - INFO - Epoch [72][10/25] lr: 1.000e-03, eta: 23:39:38, time: 0.426, data_time: 0.022, memory: 6352, loss_activity: 0.3754, loss_completeness: 0.0766, loss_reg: 0.0765, loss: 0.5285, grad_norm: 12.1223 2020-10-05 18:53:28,767 - mmaction - INFO - Epoch [72][11/25] lr: 1.000e-03, eta: 23:38:45, time: 0.532, data_time: 0.115, memory: 6352, loss_activity: 0.0449, loss_completeness: 0.0776, loss_reg: 0.0342, loss: 0.1567, grad_norm: 4.5869 2020-10-05 18:53:29,293 - mmaction - INFO - Epoch [72][12/25] lr: 1.000e-03, eta: 23:37:53, time: 0.531, data_time: 0.015, memory: 6352, loss_activity: 0.1557, loss_completeness: 0.0891, loss_reg: 0.0683, loss: 0.3132, grad_norm: 8.4643 2020-10-05 18:53:29,980 - mmaction - INFO - Epoch [72][13/25] lr: 1.000e-03, eta: 23:37:01, time: 0.656, data_time: 0.010, memory: 6352, loss_activity: 0.4057, loss_completeness: 0.0915, loss_reg: 0.0908, loss: 0.5880, grad_norm: 11.1973 2020-10-05 18:53:30,561 - mmaction - INFO - Epoch [72][14/25] lr: 1.000e-03, eta: 23:36:09, time: 0.521, data_time: 0.042, memory: 6352, loss_activity: 0.4078, loss_completeness: 0.0809, loss_reg: 0.0561, loss: 0.5447, grad_norm: 13.9680 2020-10-05 18:53:31,137 - mmaction - INFO - Epoch [72][15/25] lr: 1.000e-03, eta: 23:35:18, time: 0.662, data_time: 0.101, memory: 6352, loss_activity: 0.4880, loss_completeness: 0.0790, loss_reg: 0.0227, loss: 0.5897, grad_norm: 11.8569 2020-10-05 18:53:31,693 - mmaction - INFO - Epoch [72][16/25] lr: 1.000e-03, eta: 23:34:25, time: 0.518, data_time: 0.017, memory: 6352, loss_activity: 0.2405, loss_completeness: 0.0837, loss_reg: 0.0329, loss: 0.3572, grad_norm: 8.1031 2020-10-05 18:53:32,147 - mmaction - INFO - Epoch [72][17/25] lr: 1.000e-03, eta: 23:33:33, time: 0.480, data_time: 0.052, memory: 6352, loss_activity: 0.4092, loss_completeness: 0.0751, loss_reg: 0.0404, loss: 0.5248, grad_norm: 11.7046 2020-10-05 18:53:32,709 - mmaction - INFO - Epoch [72][18/25] lr: 1.000e-03, eta: 23:32:41, time: 0.574, data_time: 0.025, memory: 6352, loss_activity: 0.2912, loss_completeness: 0.0793, loss_reg: 0.0889, loss: 0.4594, grad_norm: 13.2276 2020-10-05 18:53:33,311 - mmaction - INFO - Epoch [72][19/25] lr: 1.000e-03, eta: 23:31:49, time: 0.530, data_time: 0.026, memory: 6352, loss_activity: 0.3681, loss_completeness: 0.0649, loss_reg: 0.0553, loss: 0.4883, grad_norm: 12.6854 2020-10-05 18:53:33,937 - mmaction - INFO - Epoch [72][20/25] lr: 1.000e-03, eta: 23:30:58, time: 0.631, data_time: 0.158, memory: 6352, loss_activity: 0.0874, loss_completeness: 0.1084, loss_reg: 0.0774, loss: 0.2732, grad_norm: 5.5083 2020-10-05 18:53:34,462 - mmaction - INFO - Epoch [72][21/25] lr: 1.000e-03, eta: 23:30:06, time: 0.535, data_time: 0.126, memory: 6352, loss_activity: 0.5172, loss_completeness: 0.0860, loss_reg: 0.0495, loss: 0.6526, grad_norm: 14.3509 2020-10-05 18:53:34,922 - mmaction - INFO - Epoch [72][22/25] lr: 1.000e-03, eta: 23:29:14, time: 0.526, data_time: 0.070, memory: 6352, loss_activity: 0.3918, loss_completeness: 0.0931, loss_reg: 0.0207, loss: 0.5056, grad_norm: 12.9237 2020-10-05 18:53:35,344 - mmaction - INFO - Epoch [72][23/25] lr: 1.000e-03, eta: 23:28:22, time: 0.416, data_time: 0.005, memory: 6352, loss_activity: 0.4377, loss_completeness: 0.0887, loss_reg: 0.0567, loss: 0.5830, grad_norm: 11.3023 2020-10-05 18:53:35,758 - mmaction - INFO - Epoch [72][24/25] lr: 1.000e-03, eta: 23:27:29, time: 0.414, data_time: 0.013, memory: 6352, loss_activity: 0.2204, loss_completeness: 0.1121, loss_reg: 0.0429, loss: 0.3755, grad_norm: 7.8898 2020-10-05 18:53:36,173 - mmaction - INFO - Epoch [72][25/25] lr: 1.000e-03, eta: 23:26:37, time: 0.416, data_time: 0.009, memory: 6352, loss_activity: 0.7489, loss_completeness: 0.0997, loss_reg: 0.0662, loss: 0.9147, grad_norm: 17.8223 2020-10-05 18:53:44,038 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:56:41,555 - mmaction - INFO - Epoch [73][1/25] lr: 1.000e-03, eta: 23:43:16, time: 177.309, data_time: 171.468, memory: 6352, loss_activity: 0.8145, loss_completeness: 0.0853, loss_reg: 0.0470, loss: 0.9467, grad_norm: 26.9115 2020-10-05 18:56:42,197 - mmaction - INFO - Epoch [73][2/25] lr: 1.000e-03, eta: 23:42:25, time: 0.735, data_time: 0.309, memory: 6352, loss_activity: 0.5517, loss_completeness: 0.0940, loss_reg: 0.0254, loss: 0.6711, grad_norm: 12.7315 2020-10-05 18:56:42,710 - mmaction - INFO - Epoch [73][3/25] lr: 1.000e-03, eta: 23:41:32, time: 0.543, data_time: 0.123, memory: 6352, loss_activity: 0.1379, loss_completeness: 0.0835, loss_reg: 0.0215, loss: 0.2430, grad_norm: 5.7311 2020-10-05 18:56:43,305 - mmaction - INFO - Epoch [73][4/25] lr: 1.000e-03, eta: 23:40:40, time: 0.553, data_time: 0.114, memory: 6352, loss_activity: 0.3783, loss_completeness: 0.0903, loss_reg: 0.0614, loss: 0.5300, grad_norm: 14.8387 2020-10-05 18:56:43,802 - mmaction - INFO - Epoch [73][5/25] lr: 1.000e-03, eta: 23:39:49, time: 0.602, data_time: 0.145, memory: 6352, loss_activity: 0.2095, loss_completeness: 0.0742, loss_reg: 0.0364, loss: 0.3201, grad_norm: 7.3801 2020-10-05 18:56:44,352 - mmaction - INFO - Epoch [73][6/25] lr: 1.000e-03, eta: 23:38:56, time: 0.464, data_time: 0.028, memory: 6352, loss_activity: 0.4206, loss_completeness: 0.0874, loss_reg: 0.0786, loss: 0.5866, grad_norm: 16.6785 2020-10-05 18:56:44,925 - mmaction - INFO - Epoch [73][7/25] lr: 1.000e-03, eta: 23:38:05, time: 0.612, data_time: 0.126, memory: 6352, loss_activity: 0.2419, loss_completeness: 0.0859, loss_reg: 0.0290, loss: 0.3567, grad_norm: 9.3212 2020-10-05 18:56:45,471 - mmaction - INFO - Epoch [73][8/25] lr: 1.000e-03, eta: 23:37:13, time: 0.558, data_time: 0.073, memory: 6352, loss_activity: 0.5819, loss_completeness: 0.0784, loss_reg: 0.0353, loss: 0.6957, grad_norm: 18.0821 2020-10-05 18:56:45,950 - mmaction - INFO - Epoch [73][9/25] lr: 1.000e-03, eta: 23:36:21, time: 0.504, data_time: 0.062, memory: 6352, loss_activity: 0.2494, loss_completeness: 0.0837, loss_reg: 0.0682, loss: 0.4013, grad_norm: 9.0477 2020-10-05 18:56:46,488 - mmaction - INFO - Epoch [73][10/25] lr: 1.000e-03, eta: 23:35:30, time: 0.553, data_time: 0.035, memory: 6352, loss_activity: 0.3911, loss_completeness: 0.0765, loss_reg: 0.0422, loss: 0.5098, grad_norm: 8.7569 2020-10-05 18:56:47,181 - mmaction - INFO - Epoch [73][11/25] lr: 1.000e-03, eta: 23:34:38, time: 0.533, data_time: 0.020, memory: 6352, loss_activity: 0.3600, loss_completeness: 0.0849, loss_reg: 0.0383, loss: 0.4832, grad_norm: 14.8727 2020-10-05 18:56:47,675 - mmaction - INFO - Epoch [73][12/25] lr: 1.000e-03, eta: 23:33:47, time: 0.585, data_time: 0.180, memory: 6352, loss_activity: 0.3994, loss_completeness: 0.0954, loss_reg: 0.0401, loss: 0.5348, grad_norm: 13.6578 2020-10-05 18:56:48,216 - mmaction - INFO - Epoch [73][13/25] lr: 1.000e-03, eta: 23:32:56, time: 0.624, data_time: 0.090, memory: 6352, loss_activity: 0.2628, loss_completeness: 0.1064, loss_reg: 0.0435, loss: 0.4126, grad_norm: 8.2315 2020-10-05 18:56:48,770 - mmaction - INFO - Epoch [73][14/25] lr: 1.000e-03, eta: 23:32:04, time: 0.555, data_time: 0.030, memory: 6352, loss_activity: 0.2296, loss_completeness: 0.0765, loss_reg: 0.0706, loss: 0.3767, grad_norm: 8.7187 2020-10-05 18:56:49,278 - mmaction - INFO - Epoch [73][15/25] lr: 1.000e-03, eta: 23:31:13, time: 0.499, data_time: 0.004, memory: 6352, loss_activity: 0.7355, loss_completeness: 0.0839, loss_reg: 0.0585, loss: 0.8778, grad_norm: 19.9246 2020-10-05 18:56:49,816 - mmaction - INFO - Epoch [73][16/25] lr: 1.000e-03, eta: 23:30:21, time: 0.538, data_time: 0.015, memory: 6352, loss_activity: 0.5259, loss_completeness: 0.0743, loss_reg: 0.0321, loss: 0.6323, grad_norm: 10.4424 2020-10-05 18:56:50,315 - mmaction - INFO - Epoch [73][17/25] lr: 1.000e-03, eta: 23:29:30, time: 0.492, data_time: 0.015, memory: 6352, loss_activity: 0.1817, loss_completeness: 0.0955, loss_reg: 0.0344, loss: 0.3116, grad_norm: 6.4293 2020-10-05 18:56:50,946 - mmaction - INFO - Epoch [73][18/25] lr: 1.000e-03, eta: 23:28:39, time: 0.626, data_time: 0.026, memory: 6352, loss_activity: 0.4967, loss_completeness: 0.0996, loss_reg: 0.0768, loss: 0.6731, grad_norm: 11.9467 2020-10-05 18:56:51,501 - mmaction - INFO - Epoch [73][19/25] lr: 1.000e-03, eta: 23:27:47, time: 0.509, data_time: 0.025, memory: 6352, loss_activity: 0.6235, loss_completeness: 0.0770, loss_reg: 0.0540, loss: 0.7544, grad_norm: 13.1347 2020-10-05 18:56:51,961 - mmaction - INFO - Epoch [73][20/25] lr: 1.000e-03, eta: 23:26:56, time: 0.509, data_time: 0.071, memory: 6352, loss_activity: 0.3403, loss_completeness: 0.0673, loss_reg: 0.0468, loss: 0.4544, grad_norm: 10.4169 2020-10-05 18:56:52,626 - mmaction - INFO - Epoch [73][21/25] lr: 1.000e-03, eta: 23:26:06, time: 0.677, data_time: 0.042, memory: 6352, loss_activity: 0.5340, loss_completeness: 0.0770, loss_reg: 0.0236, loss: 0.6347, grad_norm: 10.9540 2020-10-05 18:56:53,150 - mmaction - INFO - Epoch [73][22/25] lr: 1.000e-03, eta: 23:25:15, time: 0.526, data_time: 0.055, memory: 6352, loss_activity: 0.3789, loss_completeness: 0.0837, loss_reg: 0.0793, loss: 0.5419, grad_norm: 13.6228 2020-10-05 18:56:53,569 - mmaction - INFO - Epoch [73][23/25] lr: 1.000e-03, eta: 23:24:23, time: 0.420, data_time: 0.018, memory: 6352, loss_activity: 0.1969, loss_completeness: 0.0925, loss_reg: 0.0590, loss: 0.3484, grad_norm: 7.8122 2020-10-05 18:56:53,981 - mmaction - INFO - Epoch [73][24/25] lr: 1.000e-03, eta: 23:23:31, time: 0.412, data_time: 0.007, memory: 6352, loss_activity: 0.4881, loss_completeness: 0.0869, loss_reg: 0.0787, loss: 0.6537, grad_norm: 14.7820 2020-10-05 18:56:54,394 - mmaction - INFO - Epoch [73][25/25] lr: 1.000e-03, eta: 23:22:40, time: 0.414, data_time: 0.013, memory: 6352, loss_activity: 0.3605, loss_completeness: 0.0722, loss_reg: 0.0332, loss: 0.4659, grad_norm: 16.2781 2020-10-05 18:57:03,740 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 18:59:59,681 - mmaction - INFO - Epoch [74][1/25] lr: 1.000e-03, eta: 23:38:49, time: 175.080, data_time: 171.106, memory: 6352, loss_activity: 0.4035, loss_completeness: 0.0796, loss_reg: 0.0509, loss: 0.5341, grad_norm: 16.6717 2020-10-05 19:00:00,343 - mmaction - INFO - Epoch [74][2/25] lr: 1.000e-03, eta: 23:38:03, time: 1.435, data_time: 0.970, memory: 6352, loss_activity: 0.1472, loss_completeness: 0.0782, loss_reg: 0.0837, loss: 0.3091, grad_norm: 5.7574 2020-10-05 19:00:00,885 - mmaction - INFO - Epoch [74][3/25] lr: 1.000e-03, eta: 23:37:12, time: 0.518, data_time: 0.100, memory: 6352, loss_activity: 0.6043, loss_completeness: 0.1025, loss_reg: 0.0714, loss: 0.7782, grad_norm: 19.8027 2020-10-05 19:00:01,370 - mmaction - INFO - Epoch [74][4/25] lr: 1.000e-03, eta: 23:36:20, time: 0.571, data_time: 0.117, memory: 6352, loss_activity: 0.4264, loss_completeness: 0.0471, loss_reg: 0.0460, loss: 0.5194, grad_norm: 17.7732 2020-10-05 19:00:07,670 - mmaction - INFO - Epoch [74][5/25] lr: 1.000e-03, eta: 23:36:01, time: 5.993, data_time: 0.039, memory: 6352, loss_activity: 0.1126, loss_completeness: 0.1045, loss_reg: 0.0436, loss: 0.2607, grad_norm: 5.8606 2020-10-05 19:00:09,964 - mmaction - INFO - Epoch [74][6/25] lr: 1.000e-03, eta: 23:35:22, time: 2.611, data_time: 0.463, memory: 6352, loss_activity: 0.2587, loss_completeness: 0.0670, loss_reg: 0.0574, loss: 0.3831, grad_norm: 11.2913 2020-10-05 19:00:10,592 - mmaction - INFO - Epoch [74][7/25] lr: 1.000e-03, eta: 23:34:31, time: 0.533, data_time: 0.092, memory: 6352, loss_activity: 0.1887, loss_completeness: 0.0490, loss_reg: 0.0763, loss: 0.3140, grad_norm: 7.2014 2020-10-05 19:00:11,108 - mmaction - INFO - Epoch [74][8/25] lr: 1.000e-03, eta: 23:33:39, time: 0.534, data_time: 0.116, memory: 6352, loss_activity: 0.3596, loss_completeness: 0.0985, loss_reg: 0.0405, loss: 0.4986, grad_norm: 11.8492 2020-10-05 19:00:11,660 - mmaction - INFO - Epoch [74][9/25] lr: 1.000e-03, eta: 23:32:48, time: 0.534, data_time: 0.096, memory: 6352, loss_activity: 0.5130, loss_completeness: 0.0729, loss_reg: 0.0503, loss: 0.6362, grad_norm: 12.2341 2020-10-05 19:00:12,101 - mmaction - INFO - Epoch [74][10/25] lr: 1.000e-03, eta: 23:31:57, time: 0.536, data_time: 0.113, memory: 6352, loss_activity: 0.4386, loss_completeness: 0.0839, loss_reg: 0.0543, loss: 0.5769, grad_norm: 11.2044 2020-10-05 19:00:12,724 - mmaction - INFO - Epoch [74][11/25] lr: 1.000e-03, eta: 23:31:07, time: 0.637, data_time: 0.020, memory: 6352, loss_activity: 0.3762, loss_completeness: 0.0745, loss_reg: 0.0728, loss: 0.5235, grad_norm: 17.4500 2020-10-05 19:00:13,218 - mmaction - INFO - Epoch [74][12/25] lr: 1.000e-03, eta: 23:30:16, time: 0.493, data_time: 0.011, memory: 6352, loss_activity: 0.2249, loss_completeness: 0.1090, loss_reg: 0.0146, loss: 0.3485, grad_norm: 10.0864 2020-10-05 19:00:13,800 - mmaction - INFO - Epoch [74][13/25] lr: 1.000e-03, eta: 23:29:25, time: 0.583, data_time: 0.004, memory: 6352, loss_activity: 0.1843, loss_completeness: 0.0796, loss_reg: 0.0653, loss: 0.3292, grad_norm: 10.8054 2020-10-05 19:00:14,326 - mmaction - INFO - Epoch [74][14/25] lr: 1.000e-03, eta: 23:28:34, time: 0.505, data_time: 0.006, memory: 6352, loss_activity: 0.7621, loss_completeness: 0.0883, loss_reg: 0.0400, loss: 0.8904, grad_norm: 15.6098 2020-10-05 19:00:14,969 - mmaction - INFO - Epoch [74][15/25] lr: 1.000e-03, eta: 23:27:44, time: 0.602, data_time: 0.027, memory: 6352, loss_activity: 0.5593, loss_completeness: 0.0803, loss_reg: 0.0806, loss: 0.7202, grad_norm: 20.4781 2020-10-05 19:00:15,465 - mmaction - INFO - Epoch [74][16/25] lr: 1.000e-03, eta: 23:26:53, time: 0.529, data_time: 0.069, memory: 6352, loss_activity: 0.4736, loss_completeness: 0.0992, loss_reg: 0.0381, loss: 0.6109, grad_norm: 18.3690 2020-10-05 19:00:15,950 - mmaction - INFO - Epoch [74][17/25] lr: 1.000e-03, eta: 23:26:02, time: 0.497, data_time: 0.032, memory: 6352, loss_activity: 0.2321, loss_completeness: 0.0694, loss_reg: 0.0288, loss: 0.3304, grad_norm: 6.8280 2020-10-05 19:00:16,546 - mmaction - INFO - Epoch [74][18/25] lr: 1.000e-03, eta: 23:25:12, time: 0.582, data_time: 0.023, memory: 6352, loss_activity: 0.1600, loss_completeness: 0.0828, loss_reg: 0.0650, loss: 0.3078, grad_norm: 9.4832 2020-10-05 19:00:17,016 - mmaction - INFO - Epoch [74][19/25] lr: 1.000e-03, eta: 23:24:21, time: 0.499, data_time: 0.049, memory: 6352, loss_activity: 0.3566, loss_completeness: 0.0797, loss_reg: 0.0187, loss: 0.4550, grad_norm: 11.4443 2020-10-05 19:00:17,687 - mmaction - INFO - Epoch [74][20/25] lr: 1.000e-03, eta: 23:23:31, time: 0.592, data_time: 0.007, memory: 6352, loss_activity: 0.1946, loss_completeness: 0.1057, loss_reg: 0.0599, loss: 0.3601, grad_norm: 8.6513 2020-10-05 19:00:18,165 - mmaction - INFO - Epoch [74][21/25] lr: 1.000e-03, eta: 23:22:41, time: 0.557, data_time: 0.107, memory: 6352, loss_activity: 0.3600, loss_completeness: 0.0828, loss_reg: 0.0637, loss: 0.5065, grad_norm: 12.8856 2020-10-05 19:00:18,704 - mmaction - INFO - Epoch [74][22/25] lr: 1.000e-03, eta: 23:21:50, time: 0.526, data_time: 0.018, memory: 6352, loss_activity: 0.4553, loss_completeness: 0.0813, loss_reg: 0.0454, loss: 0.5820, grad_norm: 15.1848 2020-10-05 19:00:19,114 - mmaction - INFO - Epoch [74][23/25] lr: 1.000e-03, eta: 23:20:59, time: 0.423, data_time: 0.019, memory: 6352, loss_activity: 0.2328, loss_completeness: 0.0730, loss_reg: 0.0779, loss: 0.3837, grad_norm: 11.9920 2020-10-05 19:00:19,524 - mmaction - INFO - Epoch [74][24/25] lr: 1.000e-03, eta: 23:20:08, time: 0.409, data_time: 0.004, memory: 6352, loss_activity: 0.4153, loss_completeness: 0.0929, loss_reg: 0.0698, loss: 0.5779, grad_norm: 16.5061 2020-10-05 19:00:19,933 - mmaction - INFO - Epoch [74][25/25] lr: 1.000e-03, eta: 23:19:17, time: 0.409, data_time: 0.004, memory: 6352, loss_activity: 0.4722, loss_completeness: 0.0550, loss_reg: 0.0566, loss: 0.5838, grad_norm: 17.6176 2020-10-05 19:00:36,339 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:03:52,220 - mmaction - INFO - Epoch [75][1/25] lr: 1.000e-03, eta: 23:37:10, time: 195.714, data_time: 189.570, memory: 6352, loss_activity: 0.1826, loss_completeness: 0.0768, loss_reg: 0.0450, loss: 0.3044, grad_norm: 11.2769 2020-10-05 19:03:52,865 - mmaction - INFO - Epoch [75][2/25] lr: 1.000e-03, eta: 23:36:21, time: 0.743, data_time: 0.280, memory: 6352, loss_activity: 0.1441, loss_completeness: 0.0837, loss_reg: 0.0747, loss: 0.3025, grad_norm: 9.3025 2020-10-05 19:03:53,394 - mmaction - INFO - Epoch [75][3/25] lr: 1.000e-03, eta: 23:35:30, time: 0.490, data_time: 0.074, memory: 6352, loss_activity: 0.2619, loss_completeness: 0.0962, loss_reg: 0.0191, loss: 0.3773, grad_norm: 13.0229 2020-10-05 19:03:53,958 - mmaction - INFO - Epoch [75][4/25] lr: 1.000e-03, eta: 23:34:39, time: 0.619, data_time: 0.122, memory: 6352, loss_activity: 0.2237, loss_completeness: 0.0780, loss_reg: 0.0742, loss: 0.3759, grad_norm: 11.4544 2020-10-05 19:03:54,522 - mmaction - INFO - Epoch [75][5/25] lr: 1.000e-03, eta: 23:33:49, time: 0.532, data_time: 0.054, memory: 6352, loss_activity: 0.1448, loss_completeness: 0.0583, loss_reg: 0.0356, loss: 0.2386, grad_norm: 13.1807 2020-10-05 19:03:55,084 - mmaction - INFO - Epoch [75][6/25] lr: 1.000e-03, eta: 23:32:58, time: 0.520, data_time: 0.088, memory: 6352, loss_activity: 0.9209, loss_completeness: 0.0933, loss_reg: 0.0505, loss: 1.0647, grad_norm: 22.5222 2020-10-05 19:03:55,548 - mmaction - INFO - Epoch [75][7/25] lr: 1.000e-03, eta: 23:32:08, time: 0.554, data_time: 0.127, memory: 6352, loss_activity: 0.4759, loss_completeness: 0.0819, loss_reg: 0.0728, loss: 0.6306, grad_norm: 16.7662 2020-10-05 19:03:56,169 - mmaction - INFO - Epoch [75][8/25] lr: 1.000e-03, eta: 23:31:17, time: 0.614, data_time: 0.037, memory: 6352, loss_activity: 0.6037, loss_completeness: 0.0526, loss_reg: 0.0451, loss: 0.7014, grad_norm: 13.9686 2020-10-05 19:03:56,689 - mmaction - INFO - Epoch [75][9/25] lr: 1.000e-03, eta: 23:30:27, time: 0.555, data_time: 0.048, memory: 6352, loss_activity: 0.1227, loss_completeness: 0.0809, loss_reg: 0.0156, loss: 0.2193, grad_norm: 6.8995 2020-10-05 19:03:57,251 - mmaction - INFO - Epoch [75][10/25] lr: 1.000e-03, eta: 23:29:37, time: 0.519, data_time: 0.010, memory: 6352, loss_activity: 0.3630, loss_completeness: 0.0898, loss_reg: 0.0660, loss: 0.5188, grad_norm: 11.1052 2020-10-05 19:03:57,811 - mmaction - INFO - Epoch [75][11/25] lr: 1.000e-03, eta: 23:28:46, time: 0.542, data_time: 0.052, memory: 6352, loss_activity: 0.2396, loss_completeness: 0.0677, loss_reg: 0.0470, loss: 0.3543, grad_norm: 9.9798 2020-10-05 19:03:58,383 - mmaction - INFO - Epoch [75][12/25] lr: 1.000e-03, eta: 23:27:56, time: 0.596, data_time: 0.077, memory: 6352, loss_activity: 0.2470, loss_completeness: 0.0854, loss_reg: 0.0850, loss: 0.4174, grad_norm: 8.9108 2020-10-05 19:03:58,884 - mmaction - INFO - Epoch [75][13/25] lr: 1.000e-03, eta: 23:27:06, time: 0.502, data_time: 0.051, memory: 6352, loss_activity: 0.5284, loss_completeness: 0.0933, loss_reg: 0.0218, loss: 0.6435, grad_norm: 11.6027 2020-10-05 19:03:59,478 - mmaction - INFO - Epoch [75][14/25] lr: 1.000e-03, eta: 23:26:16, time: 0.561, data_time: 0.093, memory: 6352, loss_activity: 0.4702, loss_completeness: 0.0911, loss_reg: 0.0841, loss: 0.6455, grad_norm: 15.2179 2020-10-05 19:04:00,077 - mmaction - INFO - Epoch [75][15/25] lr: 1.000e-03, eta: 23:25:26, time: 0.631, data_time: 0.079, memory: 6352, loss_activity: 0.5248, loss_completeness: 0.0879, loss_reg: 0.0365, loss: 0.6492, grad_norm: 20.3417 2020-10-05 19:04:00,635 - mmaction - INFO - Epoch [75][16/25] lr: 1.000e-03, eta: 23:24:37, time: 0.568, data_time: 0.047, memory: 6352, loss_activity: 0.3847, loss_completeness: 0.0850, loss_reg: 0.0470, loss: 0.5167, grad_norm: 7.7537 2020-10-05 19:04:01,267 - mmaction - INFO - Epoch [75][17/25] lr: 1.000e-03, eta: 23:23:47, time: 0.586, data_time: 0.045, memory: 6352, loss_activity: 0.2327, loss_completeness: 0.0778, loss_reg: 0.0541, loss: 0.3645, grad_norm: 10.8067 2020-10-05 19:04:01,773 - mmaction - INFO - Epoch [75][18/25] lr: 1.000e-03, eta: 23:22:57, time: 0.550, data_time: 0.088, memory: 6352, loss_activity: 0.5018, loss_completeness: 0.0894, loss_reg: 0.0371, loss: 0.6284, grad_norm: 10.5427 2020-10-05 19:04:02,282 - mmaction - INFO - Epoch [75][19/25] lr: 1.000e-03, eta: 23:22:07, time: 0.512, data_time: 0.041, memory: 6352, loss_activity: 0.1130, loss_completeness: 0.0819, loss_reg: 0.0379, loss: 0.2328, grad_norm: 7.1282 2020-10-05 19:04:02,862 - mmaction - INFO - Epoch [75][20/25] lr: 1.000e-03, eta: 23:21:17, time: 0.557, data_time: 0.092, memory: 6352, loss_activity: 0.2899, loss_completeness: 0.0895, loss_reg: 0.0539, loss: 0.4333, grad_norm: 11.5385 2020-10-05 19:04:03,374 - mmaction - INFO - Epoch [75][21/25] lr: 1.000e-03, eta: 23:20:27, time: 0.539, data_time: 0.099, memory: 6352, loss_activity: 0.4930, loss_completeness: 0.0934, loss_reg: 0.0465, loss: 0.6329, grad_norm: 13.4643 2020-10-05 19:04:03,898 - mmaction - INFO - Epoch [75][22/25] lr: 1.000e-03, eta: 23:19:38, time: 0.549, data_time: 0.036, memory: 6352, loss_activity: 0.2817, loss_completeness: 0.0918, loss_reg: 0.0504, loss: 0.4238, grad_norm: 9.6241 2020-10-05 19:04:04,308 - mmaction - INFO - Epoch [75][23/25] lr: 1.000e-03, eta: 23:18:47, time: 0.408, data_time: 0.007, memory: 6352, loss_activity: 0.4305, loss_completeness: 0.0856, loss_reg: 0.0578, loss: 0.5739, grad_norm: 12.6619 2020-10-05 19:04:04,718 - mmaction - INFO - Epoch [75][24/25] lr: 1.000e-03, eta: 23:17:57, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.4371, loss_completeness: 0.0829, loss_reg: 0.0456, loss: 0.5656, grad_norm: 16.7535 2020-10-05 19:04:05,127 - mmaction - INFO - Epoch [75][25/25] lr: 1.000e-03, eta: 23:17:07, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.3151, loss_completeness: 0.0799, loss_reg: 0.0590, loss: 0.4540, grad_norm: 8.7207 2020-10-05 19:04:12,827 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-10-05 19:04:13,293 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:07:09,573 - mmaction - INFO - Epoch [76][1/25] lr: 1.000e-03, eta: 23:32:51, time: 176.085, data_time: 170.687, memory: 6352, loss_activity: 0.3876, loss_completeness: 0.0960, loss_reg: 0.0530, loss: 0.5366, grad_norm: 10.6684 2020-10-05 19:07:10,208 - mmaction - INFO - Epoch [76][2/25] lr: 1.000e-03, eta: 23:32:02, time: 0.697, data_time: 0.279, memory: 6352, loss_activity: 0.6420, loss_completeness: 0.0776, loss_reg: 0.0639, loss: 0.7836, grad_norm: 13.7670 2020-10-05 19:07:10,779 - mmaction - INFO - Epoch [76][3/25] lr: 1.000e-03, eta: 23:31:13, time: 0.631, data_time: 0.136, memory: 6352, loss_activity: 0.2145, loss_completeness: 0.0824, loss_reg: 0.0517, loss: 0.3486, grad_norm: 7.1999 2020-10-05 19:07:11,224 - mmaction - INFO - Epoch [76][4/25] lr: 1.000e-03, eta: 23:30:22, time: 0.496, data_time: 0.089, memory: 6352, loss_activity: 0.3628, loss_completeness: 0.1219, loss_reg: 0.0765, loss: 0.5612, grad_norm: 10.9239 2020-10-05 19:07:11,727 - mmaction - INFO - Epoch [76][5/25] lr: 1.000e-03, eta: 23:29:32, time: 0.513, data_time: 0.075, memory: 6352, loss_activity: 0.3340, loss_completeness: 0.0816, loss_reg: 0.0348, loss: 0.4504, grad_norm: 17.7970 2020-10-05 19:07:12,437 - mmaction - INFO - Epoch [76][6/25] lr: 1.000e-03, eta: 23:28:43, time: 0.716, data_time: 0.018, memory: 6352, loss_activity: 0.3110, loss_completeness: 0.0966, loss_reg: 0.0451, loss: 0.4527, grad_norm: 12.6873 2020-10-05 19:07:12,941 - mmaction - INFO - Epoch [76][7/25] lr: 1.000e-03, eta: 23:27:53, time: 0.472, data_time: 0.010, memory: 6352, loss_activity: 0.5235, loss_completeness: 0.0713, loss_reg: 0.0357, loss: 0.6305, grad_norm: 15.0174 2020-10-05 19:07:13,560 - mmaction - INFO - Epoch [76][8/25] lr: 1.000e-03, eta: 23:27:03, time: 0.536, data_time: 0.038, memory: 6352, loss_activity: 0.3319, loss_completeness: 0.1162, loss_reg: 0.0415, loss: 0.4896, grad_norm: 10.8835 2020-10-05 19:07:14,061 - mmaction - INFO - Epoch [76][9/25] lr: 1.000e-03, eta: 23:26:14, time: 0.603, data_time: 0.123, memory: 6352, loss_activity: 0.1889, loss_completeness: 0.0925, loss_reg: 0.0354, loss: 0.3168, grad_norm: 13.5646 2020-10-05 19:07:14,580 - mmaction - INFO - Epoch [76][10/25] lr: 1.000e-03, eta: 23:25:24, time: 0.501, data_time: 0.023, memory: 6352, loss_activity: 0.2909, loss_completeness: 0.0574, loss_reg: 0.0446, loss: 0.3930, grad_norm: 11.3646 2020-10-05 19:07:15,043 - mmaction - INFO - Epoch [76][11/25] lr: 1.000e-03, eta: 23:24:34, time: 0.468, data_time: 0.035, memory: 6352, loss_activity: 0.5603, loss_completeness: 0.0888, loss_reg: 0.0580, loss: 0.7071, grad_norm: 15.9254 2020-10-05 19:07:15,596 - mmaction - INFO - Epoch [76][12/25] lr: 1.000e-03, eta: 23:23:45, time: 0.571, data_time: 0.032, memory: 6352, loss_activity: 0.3871, loss_completeness: 0.0693, loss_reg: 0.0432, loss: 0.4996, grad_norm: 20.5402 2020-10-05 19:07:16,260 - mmaction - INFO - Epoch [76][13/25] lr: 1.000e-03, eta: 23:22:56, time: 0.607, data_time: 0.013, memory: 6352, loss_activity: 0.3829, loss_completeness: 0.0546, loss_reg: 0.0708, loss: 0.5083, grad_norm: 12.9755 2020-10-05 19:07:16,818 - mmaction - INFO - Epoch [76][14/25] lr: 1.000e-03, eta: 23:22:06, time: 0.585, data_time: 0.072, memory: 6352, loss_activity: 0.5215, loss_completeness: 0.0885, loss_reg: 0.0445, loss: 0.6544, grad_norm: 12.0668 2020-10-05 19:07:17,342 - mmaction - INFO - Epoch [76][15/25] lr: 1.000e-03, eta: 23:21:17, time: 0.533, data_time: 0.046, memory: 6352, loss_activity: 0.1873, loss_completeness: 0.0904, loss_reg: 0.1070, loss: 0.3847, grad_norm: 7.8197 2020-10-05 19:07:17,916 - mmaction - INFO - Epoch [76][16/25] lr: 1.000e-03, eta: 23:20:28, time: 0.605, data_time: 0.035, memory: 6352, loss_activity: 0.3011, loss_completeness: 0.1090, loss_reg: 0.0246, loss: 0.4346, grad_norm: 16.5222 2020-10-05 19:07:18,449 - mmaction - INFO - Epoch [76][17/25] lr: 1.000e-03, eta: 23:19:38, time: 0.477, data_time: 0.011, memory: 6352, loss_activity: 0.3750, loss_completeness: 0.0425, loss_reg: 0.0266, loss: 0.4441, grad_norm: 13.4714 2020-10-05 19:07:18,983 - mmaction - INFO - Epoch [76][18/25] lr: 1.000e-03, eta: 23:18:49, time: 0.563, data_time: 0.060, memory: 6352, loss_activity: 0.2995, loss_completeness: 0.1189, loss_reg: 0.0290, loss: 0.4475, grad_norm: 11.3763 2020-10-05 19:07:19,565 - mmaction - INFO - Epoch [76][19/25] lr: 1.000e-03, eta: 23:18:00, time: 0.571, data_time: 0.034, memory: 6352, loss_activity: 0.2246, loss_completeness: 0.0928, loss_reg: 0.1116, loss: 0.4290, grad_norm: 8.2092 2020-10-05 19:07:20,083 - mmaction - INFO - Epoch [76][20/25] lr: 1.000e-03, eta: 23:17:11, time: 0.519, data_time: 0.048, memory: 6352, loss_activity: 0.2204, loss_completeness: 0.0903, loss_reg: 0.0555, loss: 0.3663, grad_norm: 8.4686 2020-10-05 19:07:20,636 - mmaction - INFO - Epoch [76][21/25] lr: 1.000e-03, eta: 23:16:22, time: 0.575, data_time: 0.066, memory: 6352, loss_activity: 0.2533, loss_completeness: 0.0915, loss_reg: 0.0516, loss: 0.3965, grad_norm: 11.5003 2020-10-05 19:07:21,193 - mmaction - INFO - Epoch [76][22/25] lr: 1.000e-03, eta: 23:15:33, time: 0.558, data_time: 0.068, memory: 6352, loss_activity: 0.5007, loss_completeness: 0.0691, loss_reg: 0.0390, loss: 0.6088, grad_norm: 16.8677 2020-10-05 19:07:21,605 - mmaction - INFO - Epoch [76][23/25] lr: 1.000e-03, eta: 23:14:43, time: 0.427, data_time: 0.020, memory: 6352, loss_activity: 0.3523, loss_completeness: 0.0903, loss_reg: 0.0388, loss: 0.4814, grad_norm: 13.0011 2020-10-05 19:07:22,016 - mmaction - INFO - Epoch [76][24/25] lr: 1.000e-03, eta: 23:13:54, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 0.6339, loss_completeness: 0.0784, loss_reg: 0.0194, loss: 0.7316, grad_norm: 30.7118 2020-10-05 19:07:22,452 - mmaction - INFO - Epoch [76][25/25] lr: 1.000e-03, eta: 23:13:04, time: 0.411, data_time: 0.007, memory: 6352, loss_activity: 0.4778, loss_completeness: 0.1051, loss_reg: 0.0134, loss: 0.5963, grad_norm: 13.0724 2020-10-05 19:07:31,442 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:10:32,893 - mmaction - INFO - Epoch [77][1/25] lr: 1.000e-03, eta: 23:29:03, time: 181.317, data_time: 176.923, memory: 6352, loss_activity: 0.5816, loss_completeness: 0.0894, loss_reg: 0.0301, loss: 0.7012, grad_norm: 16.7460 2020-10-05 19:10:33,551 - mmaction - INFO - Epoch [77][2/25] lr: 1.000e-03, eta: 23:28:15, time: 0.785, data_time: 0.251, memory: 6352, loss_activity: 0.6754, loss_completeness: 0.0868, loss_reg: 0.0301, loss: 0.7922, grad_norm: 22.0246 2020-10-05 19:10:34,132 - mmaction - INFO - Epoch [77][3/25] lr: 1.000e-03, eta: 23:27:25, time: 0.472, data_time: 0.031, memory: 6352, loss_activity: 0.1788, loss_completeness: 0.0852, loss_reg: 0.0481, loss: 0.3121, grad_norm: 8.1665 2020-10-05 19:10:34,608 - mmaction - INFO - Epoch [77][4/25] lr: 1.000e-03, eta: 23:26:36, time: 0.569, data_time: 0.160, memory: 6352, loss_activity: 0.0970, loss_completeness: 0.0967, loss_reg: 0.0256, loss: 0.2193, grad_norm: 4.4498 2020-10-05 19:10:35,101 - mmaction - INFO - Epoch [77][5/25] lr: 1.000e-03, eta: 23:25:47, time: 0.510, data_time: 0.033, memory: 6352, loss_activity: 0.4478, loss_completeness: 0.0911, loss_reg: 0.0798, loss: 0.6187, grad_norm: 15.2419 2020-10-05 19:10:35,704 - mmaction - INFO - Epoch [77][6/25] lr: 1.000e-03, eta: 23:24:58, time: 0.567, data_time: 0.011, memory: 6352, loss_activity: 0.5443, loss_completeness: 0.1016, loss_reg: 0.0237, loss: 0.6695, grad_norm: 13.0741 2020-10-05 19:10:36,205 - mmaction - INFO - Epoch [77][7/25] lr: 1.000e-03, eta: 23:24:09, time: 0.538, data_time: 0.049, memory: 6352, loss_activity: 0.4260, loss_completeness: 0.0646, loss_reg: 0.0269, loss: 0.5175, grad_norm: 10.2027 2020-10-05 19:10:36,765 - mmaction - INFO - Epoch [77][8/25] lr: 1.000e-03, eta: 23:23:19, time: 0.529, data_time: 0.014, memory: 6352, loss_activity: 0.3562, loss_completeness: 0.1034, loss_reg: 0.0741, loss: 0.5338, grad_norm: 10.8049 2020-10-05 19:10:37,329 - mmaction - INFO - Epoch [77][9/25] lr: 1.000e-03, eta: 23:22:31, time: 0.568, data_time: 0.037, memory: 6352, loss_activity: 0.2661, loss_completeness: 0.0682, loss_reg: 0.0284, loss: 0.3627, grad_norm: 8.4978 2020-10-05 19:10:37,858 - mmaction - INFO - Epoch [77][10/25] lr: 1.000e-03, eta: 23:21:42, time: 0.554, data_time: 0.032, memory: 6352, loss_activity: 0.3210, loss_completeness: 0.0854, loss_reg: 0.0315, loss: 0.4379, grad_norm: 10.1116 2020-10-05 19:10:38,401 - mmaction - INFO - Epoch [77][11/25] lr: 1.000e-03, eta: 23:20:53, time: 0.516, data_time: 0.007, memory: 6352, loss_activity: 0.4365, loss_completeness: 0.0851, loss_reg: 0.0346, loss: 0.5562, grad_norm: 13.0033 2020-10-05 19:10:39,121 - mmaction - INFO - Epoch [77][12/25] lr: 1.000e-03, eta: 23:20:05, time: 0.750, data_time: 0.037, memory: 6352, loss_activity: 0.1948, loss_completeness: 0.0604, loss_reg: 0.0213, loss: 0.2764, grad_norm: 7.0240 2020-10-05 19:10:39,652 - mmaction - INFO - Epoch [77][13/25] lr: 1.000e-03, eta: 23:19:15, time: 0.419, data_time: 0.010, memory: 6352, loss_activity: 0.1063, loss_completeness: 0.1059, loss_reg: 0.0527, loss: 0.2649, grad_norm: 5.8639 2020-10-05 19:10:40,077 - mmaction - INFO - Epoch [77][14/25] lr: 1.000e-03, eta: 23:18:26, time: 0.530, data_time: 0.118, memory: 6352, loss_activity: 0.4910, loss_completeness: 0.1004, loss_reg: 0.0681, loss: 0.6594, grad_norm: 11.9099 2020-10-05 19:10:40,764 - mmaction - INFO - Epoch [77][15/25] lr: 1.000e-03, eta: 23:17:38, time: 0.640, data_time: 0.012, memory: 6352, loss_activity: 0.2334, loss_completeness: 0.0919, loss_reg: 0.0193, loss: 0.3446, grad_norm: 9.4227 2020-10-05 19:10:41,261 - mmaction - INFO - Epoch [77][16/25] lr: 1.000e-03, eta: 23:16:49, time: 0.527, data_time: 0.059, memory: 6352, loss_activity: 0.3089, loss_completeness: 0.1154, loss_reg: 0.0473, loss: 0.4717, grad_norm: 9.0522 2020-10-05 19:10:41,805 - mmaction - INFO - Epoch [77][17/25] lr: 1.000e-03, eta: 23:16:01, time: 0.568, data_time: 0.041, memory: 6352, loss_activity: 0.5527, loss_completeness: 0.0991, loss_reg: 0.0804, loss: 0.7322, grad_norm: 14.4380 2020-10-05 19:10:42,360 - mmaction - INFO - Epoch [77][18/25] lr: 1.000e-03, eta: 23:15:12, time: 0.501, data_time: 0.005, memory: 6352, loss_activity: 0.3654, loss_completeness: 0.0784, loss_reg: 0.0611, loss: 0.5049, grad_norm: 14.2247 2020-10-05 19:10:42,884 - mmaction - INFO - Epoch [77][19/25] lr: 1.000e-03, eta: 23:14:24, time: 0.557, data_time: 0.099, memory: 6352, loss_activity: 0.1219, loss_completeness: 0.0620, loss_reg: 0.0671, loss: 0.2510, grad_norm: 8.2840 2020-10-05 19:10:43,537 - mmaction - INFO - Epoch [77][20/25] lr: 1.000e-03, eta: 23:13:35, time: 0.509, data_time: 0.030, memory: 6352, loss_activity: 0.2204, loss_completeness: 0.0740, loss_reg: 0.0673, loss: 0.3617, grad_norm: 8.0591 2020-10-05 19:10:44,144 - mmaction - INFO - Epoch [77][21/25] lr: 1.000e-03, eta: 23:12:47, time: 0.667, data_time: 0.220, memory: 6352, loss_activity: 0.8208, loss_completeness: 0.0856, loss_reg: 0.0533, loss: 0.9596, grad_norm: 16.8810 2020-10-05 19:10:44,590 - mmaction - INFO - Epoch [77][22/25] lr: 1.000e-03, eta: 23:11:59, time: 0.549, data_time: 0.152, memory: 6352, loss_activity: 0.8595, loss_completeness: 0.0514, loss_reg: 0.0150, loss: 0.9259, grad_norm: 16.0983 2020-10-05 19:10:45,003 - mmaction - INFO - Epoch [77][23/25] lr: 1.000e-03, eta: 23:11:10, time: 0.412, data_time: 0.005, memory: 6352, loss_activity: 0.3631, loss_completeness: 0.0907, loss_reg: 0.0369, loss: 0.4908, grad_norm: 11.1810 2020-10-05 19:10:45,415 - mmaction - INFO - Epoch [77][24/25] lr: 1.000e-03, eta: 23:10:21, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.4103, loss_completeness: 0.0541, loss_reg: 0.0602, loss: 0.5246, grad_norm: 10.5450 2020-10-05 19:10:45,828 - mmaction - INFO - Epoch [77][25/25] lr: 1.000e-03, eta: 23:09:32, time: 0.414, data_time: 0.006, memory: 6352, loss_activity: 0.2107, loss_completeness: 0.0860, loss_reg: 0.0233, loss: 0.3201, grad_norm: 8.7557 2020-10-05 19:10:52,674 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:13:49,588 - mmaction - INFO - Epoch [78][1/25] lr: 1.000e-03, eta: 23:24:51, time: 176.782, data_time: 169.672, memory: 6352, loss_activity: 0.4841, loss_completeness: 0.0782, loss_reg: 0.0472, loss: 0.6095, grad_norm: 10.5032 2020-10-05 19:13:50,285 - mmaction - INFO - Epoch [78][2/25] lr: 1.000e-03, eta: 23:24:04, time: 0.723, data_time: 0.245, memory: 6352, loss_activity: 0.3675, loss_completeness: 0.1032, loss_reg: 0.1079, loss: 0.5786, grad_norm: 11.3443 2020-10-05 19:13:50,838 - mmaction - INFO - Epoch [78][3/25] lr: 1.000e-03, eta: 23:23:15, time: 0.551, data_time: 0.128, memory: 6352, loss_activity: 0.2037, loss_completeness: 0.0794, loss_reg: 0.0404, loss: 0.3235, grad_norm: 7.7983 2020-10-05 19:13:51,366 - mmaction - INFO - Epoch [78][4/25] lr: 1.000e-03, eta: 23:22:27, time: 0.617, data_time: 0.119, memory: 6352, loss_activity: 0.4733, loss_completeness: 0.0894, loss_reg: 0.0407, loss: 0.6035, grad_norm: 13.8769 2020-10-05 19:13:51,831 - mmaction - INFO - Epoch [78][5/25] lr: 1.000e-03, eta: 23:21:38, time: 0.449, data_time: 0.024, memory: 6352, loss_activity: 0.2378, loss_completeness: 0.0681, loss_reg: 0.0540, loss: 0.3599, grad_norm: 7.7522 2020-10-05 19:13:52,421 - mmaction - INFO - Epoch [78][6/25] lr: 1.000e-03, eta: 23:20:49, time: 0.581, data_time: 0.083, memory: 6352, loss_activity: 0.3277, loss_completeness: 0.0752, loss_reg: 0.0329, loss: 0.4358, grad_norm: 8.5059 2020-10-05 19:13:52,932 - mmaction - INFO - Epoch [78][7/25] lr: 1.000e-03, eta: 23:20:01, time: 0.545, data_time: 0.048, memory: 6352, loss_activity: 0.3588, loss_completeness: 0.0901, loss_reg: 0.0414, loss: 0.4902, grad_norm: 11.4359 2020-10-05 19:13:53,615 - mmaction - INFO - Epoch [78][8/25] lr: 1.000e-03, eta: 23:19:13, time: 0.645, data_time: 0.013, memory: 6352, loss_activity: 0.0282, loss_completeness: 0.1123, loss_reg: 0.0718, loss: 0.2123, grad_norm: 4.2932 2020-10-05 19:13:54,103 - mmaction - INFO - Epoch [78][9/25] lr: 1.000e-03, eta: 23:18:24, time: 0.500, data_time: 0.052, memory: 6352, loss_activity: 0.6321, loss_completeness: 0.0674, loss_reg: 0.0905, loss: 0.7900, grad_norm: 14.4083 2020-10-05 19:13:54,620 - mmaction - INFO - Epoch [78][10/25] lr: 1.000e-03, eta: 23:17:36, time: 0.532, data_time: 0.047, memory: 6352, loss_activity: 0.0991, loss_completeness: 0.0672, loss_reg: 0.0423, loss: 0.2086, grad_norm: 4.9404 2020-10-05 19:13:55,229 - mmaction - INFO - Epoch [78][11/25] lr: 1.000e-03, eta: 23:16:48, time: 0.597, data_time: 0.042, memory: 6352, loss_activity: 0.4297, loss_completeness: 0.0888, loss_reg: 0.0625, loss: 0.5810, grad_norm: 14.6711 2020-10-05 19:13:55,662 - mmaction - INFO - Epoch [78][12/25] lr: 1.000e-03, eta: 23:15:59, time: 0.449, data_time: 0.036, memory: 6352, loss_activity: 0.5358, loss_completeness: 0.0774, loss_reg: 0.0536, loss: 0.6667, grad_norm: 13.1994 2020-10-05 19:13:56,243 - mmaction - INFO - Epoch [78][13/25] lr: 1.000e-03, eta: 23:15:11, time: 0.595, data_time: 0.020, memory: 6352, loss_activity: 0.3650, loss_completeness: 0.0959, loss_reg: 0.0267, loss: 0.4876, grad_norm: 9.9161 2020-10-05 19:13:56,865 - mmaction - INFO - Epoch [78][14/25] lr: 1.000e-03, eta: 23:14:24, time: 0.622, data_time: 0.006, memory: 6352, loss_activity: 0.4706, loss_completeness: 0.0902, loss_reg: 0.0716, loss: 0.6324, grad_norm: 10.2429 2020-10-05 19:13:57,421 - mmaction - INFO - Epoch [78][15/25] lr: 1.000e-03, eta: 23:13:36, time: 0.556, data_time: 0.018, memory: 6352, loss_activity: 0.5019, loss_completeness: 0.0665, loss_reg: 0.0426, loss: 0.6111, grad_norm: 10.5828 2020-10-05 19:13:57,942 - mmaction - INFO - Epoch [78][16/25] lr: 1.000e-03, eta: 23:12:47, time: 0.516, data_time: 0.011, memory: 6352, loss_activity: 0.3934, loss_completeness: 0.0818, loss_reg: 0.0574, loss: 0.5326, grad_norm: 11.1718 2020-10-05 19:13:58,626 - mmaction - INFO - Epoch [78][17/25] lr: 1.000e-03, eta: 23:12:00, time: 0.643, data_time: 0.009, memory: 6352, loss_activity: 0.1423, loss_completeness: 0.0941, loss_reg: 0.0307, loss: 0.2671, grad_norm: 6.2715 2020-10-05 19:13:59,104 - mmaction - INFO - Epoch [78][18/25] lr: 1.000e-03, eta: 23:11:12, time: 0.504, data_time: 0.073, memory: 6352, loss_activity: 0.1378, loss_completeness: 0.0582, loss_reg: 0.0578, loss: 0.2538, grad_norm: 8.1054 2020-10-05 19:13:59,575 - mmaction - INFO - Epoch [78][19/25] lr: 1.000e-03, eta: 23:10:23, time: 0.475, data_time: 0.026, memory: 6352, loss_activity: 0.4800, loss_completeness: 0.0831, loss_reg: 0.0503, loss: 0.6134, grad_norm: 16.8692 2020-10-05 19:14:00,193 - mmaction - INFO - Epoch [78][20/25] lr: 1.000e-03, eta: 23:09:36, time: 0.630, data_time: 0.024, memory: 6352, loss_activity: 0.2747, loss_completeness: 0.0875, loss_reg: 0.0437, loss: 0.4059, grad_norm: 8.0486 2020-10-05 19:14:00,845 - mmaction - INFO - Epoch [78][21/25] lr: 1.000e-03, eta: 23:08:49, time: 0.603, data_time: 0.100, memory: 6352, loss_activity: 0.7412, loss_completeness: 0.0783, loss_reg: 0.0402, loss: 0.8597, grad_norm: 16.4097 2020-10-05 19:14:01,392 - mmaction - INFO - Epoch [78][22/25] lr: 1.000e-03, eta: 23:08:01, time: 0.599, data_time: 0.136, memory: 6352, loss_activity: 0.2594, loss_completeness: 0.1019, loss_reg: 0.0526, loss: 0.4139, grad_norm: 10.6937 2020-10-05 19:14:01,801 - mmaction - INFO - Epoch [78][23/25] lr: 1.000e-03, eta: 23:07:13, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.0726, loss_completeness: 0.0609, loss_reg: 0.0802, loss: 0.2137, grad_norm: 5.7138 2020-10-05 19:14:02,211 - mmaction - INFO - Epoch [78][24/25] lr: 1.000e-03, eta: 23:06:24, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.2244, loss_completeness: 0.0968, loss_reg: 0.0675, loss: 0.3887, grad_norm: 7.1514 2020-10-05 19:14:02,619 - mmaction - INFO - Epoch [78][25/25] lr: 1.000e-03, eta: 23:05:36, time: 0.407, data_time: 0.005, memory: 6352, loss_activity: 0.1157, loss_completeness: 0.0683, loss_reg: 0.0371, loss: 0.2210, grad_norm: 5.7669 2020-10-05 19:14:09,865 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:17:10,637 - mmaction - INFO - Epoch [79][1/25] lr: 1.000e-03, eta: 23:21:02, time: 180.588, data_time: 174.811, memory: 6352, loss_activity: 0.1846, loss_completeness: 0.1002, loss_reg: 0.0358, loss: 0.3206, grad_norm: 10.5167 2020-10-05 19:17:11,240 - mmaction - INFO - Epoch [79][2/25] lr: 1.000e-03, eta: 23:20:15, time: 0.741, data_time: 0.288, memory: 6352, loss_activity: 0.2120, loss_completeness: 0.0775, loss_reg: 0.0700, loss: 0.3596, grad_norm: 14.4316 2020-10-05 19:17:11,724 - mmaction - INFO - Epoch [79][3/25] lr: 1.000e-03, eta: 23:19:27, time: 0.498, data_time: 0.053, memory: 6352, loss_activity: 0.4491, loss_completeness: 0.0693, loss_reg: 0.0777, loss: 0.5961, grad_norm: 17.0673 2020-10-05 19:17:12,308 - mmaction - INFO - Epoch [79][4/25] lr: 1.000e-03, eta: 23:18:39, time: 0.583, data_time: 0.035, memory: 6352, loss_activity: 0.1878, loss_completeness: 0.0979, loss_reg: 0.0760, loss: 0.3617, grad_norm: 8.1480 2020-10-05 19:17:12,885 - mmaction - INFO - Epoch [79][5/25] lr: 1.000e-03, eta: 23:17:51, time: 0.607, data_time: 0.037, memory: 6352, loss_activity: 0.1888, loss_completeness: 0.0635, loss_reg: 0.1141, loss: 0.3664, grad_norm: 11.4937 2020-10-05 19:17:13,427 - mmaction - INFO - Epoch [79][6/25] lr: 1.000e-03, eta: 23:17:03, time: 0.544, data_time: 0.017, memory: 6352, loss_activity: 0.2153, loss_completeness: 0.1008, loss_reg: 0.0549, loss: 0.3710, grad_norm: 10.0762 2020-10-05 19:17:13,953 - mmaction - INFO - Epoch [79][7/25] lr: 1.000e-03, eta: 23:16:15, time: 0.516, data_time: 0.009, memory: 6352, loss_activity: 0.5522, loss_completeness: 0.0770, loss_reg: 0.0381, loss: 0.6673, grad_norm: 16.8836 2020-10-05 19:17:14,524 - mmaction - INFO - Epoch [79][8/25] lr: 1.000e-03, eta: 23:15:28, time: 0.530, data_time: 0.017, memory: 6352, loss_activity: 0.7575, loss_completeness: 0.0942, loss_reg: 0.0838, loss: 0.9355, grad_norm: 24.4379 2020-10-05 19:17:15,216 - mmaction - INFO - Epoch [79][9/25] lr: 1.000e-03, eta: 23:14:40, time: 0.616, data_time: 0.068, memory: 6352, loss_activity: 0.1547, loss_completeness: 0.0774, loss_reg: 0.0431, loss: 0.2752, grad_norm: 11.0713 2020-10-05 19:17:15,827 - mmaction - INFO - Epoch [79][10/25] lr: 1.000e-03, eta: 23:13:53, time: 0.588, data_time: 0.158, memory: 6352, loss_activity: 0.2848, loss_completeness: 0.0842, loss_reg: 0.0378, loss: 0.4068, grad_norm: 9.1750 2020-10-05 19:17:16,370 - mmaction - INFO - Epoch [79][11/25] lr: 1.000e-03, eta: 23:13:05, time: 0.584, data_time: 0.162, memory: 6352, loss_activity: 0.0751, loss_completeness: 0.0905, loss_reg: 0.0896, loss: 0.2552, grad_norm: 6.6298 2020-10-05 19:17:16,933 - mmaction - INFO - Epoch [79][12/25] lr: 1.000e-03, eta: 23:12:18, time: 0.574, data_time: 0.131, memory: 6352, loss_activity: 1.1283, loss_completeness: 0.1061, loss_reg: 0.0394, loss: 1.2738, grad_norm: 24.6046 2020-10-05 19:17:17,437 - mmaction - INFO - Epoch [79][13/25] lr: 1.000e-03, eta: 23:11:30, time: 0.518, data_time: 0.106, memory: 6352, loss_activity: 0.0754, loss_completeness: 0.0684, loss_reg: 0.0331, loss: 0.1769, grad_norm: 7.0046 2020-10-05 19:17:18,061 - mmaction - INFO - Epoch [79][14/25] lr: 1.000e-03, eta: 23:10:43, time: 0.618, data_time: 0.090, memory: 6352, loss_activity: 0.1421, loss_completeness: 0.0574, loss_reg: 0.0455, loss: 0.2450, grad_norm: 7.8280 2020-10-05 19:17:18,551 - mmaction - INFO - Epoch [79][15/25] lr: 1.000e-03, eta: 23:09:56, time: 0.564, data_time: 0.096, memory: 6352, loss_activity: 0.6909, loss_completeness: 0.1020, loss_reg: 0.0724, loss: 0.8653, grad_norm: 19.7893 2020-10-05 19:17:19,129 - mmaction - INFO - Epoch [79][16/25] lr: 1.000e-03, eta: 23:09:08, time: 0.585, data_time: 0.034, memory: 6352, loss_activity: 0.2996, loss_completeness: 0.0847, loss_reg: 0.0570, loss: 0.4413, grad_norm: 12.3239 2020-10-05 19:17:19,760 - mmaction - INFO - Epoch [79][17/25] lr: 1.000e-03, eta: 23:08:21, time: 0.584, data_time: 0.015, memory: 6352, loss_activity: 0.0743, loss_completeness: 0.0720, loss_reg: 0.0325, loss: 0.1787, grad_norm: 7.9049 2020-10-05 19:17:20,316 - mmaction - INFO - Epoch [79][18/25] lr: 1.000e-03, eta: 23:07:34, time: 0.560, data_time: 0.063, memory: 6352, loss_activity: 0.4603, loss_completeness: 0.0974, loss_reg: 0.0481, loss: 0.6058, grad_norm: 13.2894 2020-10-05 19:17:20,937 - mmaction - INFO - Epoch [79][19/25] lr: 1.000e-03, eta: 23:06:47, time: 0.584, data_time: 0.067, memory: 6352, loss_activity: 0.3894, loss_completeness: 0.0674, loss_reg: 0.0616, loss: 0.5184, grad_norm: 10.0460 2020-10-05 19:17:21,516 - mmaction - INFO - Epoch [79][20/25] lr: 1.000e-03, eta: 23:06:00, time: 0.614, data_time: 0.153, memory: 6352, loss_activity: 0.4405, loss_completeness: 0.0898, loss_reg: 0.0554, loss: 0.5857, grad_norm: 10.5400 2020-10-05 19:17:22,050 - mmaction - INFO - Epoch [79][21/25] lr: 1.000e-03, eta: 23:05:13, time: 0.590, data_time: 0.119, memory: 6352, loss_activity: 0.1767, loss_completeness: 0.0770, loss_reg: 0.0520, loss: 0.3057, grad_norm: 9.1634 2020-10-05 19:17:22,539 - mmaction - INFO - Epoch [79][22/25] lr: 1.000e-03, eta: 23:04:26, time: 0.467, data_time: 0.007, memory: 6352, loss_activity: 0.3630, loss_completeness: 0.0902, loss_reg: 0.0671, loss: 0.5202, grad_norm: 11.2295 2020-10-05 19:17:22,968 - mmaction - INFO - Epoch [79][23/25] lr: 1.000e-03, eta: 23:03:38, time: 0.438, data_time: 0.027, memory: 6352, loss_activity: 0.6455, loss_completeness: 0.1020, loss_reg: 0.0307, loss: 0.7782, grad_norm: 13.1577 2020-10-05 19:17:23,374 - mmaction - INFO - Epoch [79][24/25] lr: 1.000e-03, eta: 23:02:50, time: 0.418, data_time: 0.019, memory: 6352, loss_activity: 0.0432, loss_completeness: 0.0577, loss_reg: 0.0161, loss: 0.1170, grad_norm: 3.4249 2020-10-05 19:17:23,782 - mmaction - INFO - Epoch [79][25/25] lr: 1.000e-03, eta: 23:02:03, time: 0.407, data_time: 0.006, memory: 6352, loss_activity: 0.2811, loss_completeness: 0.0918, loss_reg: 0.0419, loss: 0.4148, grad_norm: 9.7028 2020-10-05 19:17:31,663 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:20:33,444 - mmaction - INFO - Epoch [80][1/25] lr: 1.000e-03, eta: 23:17:20, time: 181.661, data_time: 176.114, memory: 6352, loss_activity: 0.3373, loss_completeness: 0.0695, loss_reg: 0.0378, loss: 0.4447, grad_norm: 11.8077 2020-10-05 19:20:34,051 - mmaction - INFO - Epoch [80][2/25] lr: 1.000e-03, eta: 23:16:34, time: 0.699, data_time: 0.209, memory: 6352, loss_activity: 0.3149, loss_completeness: 0.0841, loss_reg: 0.0412, loss: 0.4402, grad_norm: 10.6682 2020-10-05 19:20:34,637 - mmaction - INFO - Epoch [80][3/25] lr: 1.000e-03, eta: 23:15:46, time: 0.585, data_time: 0.041, memory: 6352, loss_activity: 0.1982, loss_completeness: 0.0755, loss_reg: 0.0298, loss: 0.3035, grad_norm: 10.2948 2020-10-05 19:20:35,187 - mmaction - INFO - Epoch [80][4/25] lr: 1.000e-03, eta: 23:14:59, time: 0.519, data_time: 0.032, memory: 6352, loss_activity: 0.1183, loss_completeness: 0.0705, loss_reg: 0.0464, loss: 0.2352, grad_norm: 6.1973 2020-10-05 19:20:35,669 - mmaction - INFO - Epoch [80][5/25] lr: 1.000e-03, eta: 23:14:11, time: 0.504, data_time: 0.080, memory: 6352, loss_activity: 0.0446, loss_completeness: 0.0724, loss_reg: 0.0339, loss: 0.1509, grad_norm: 4.0211 2020-10-05 19:20:36,180 - mmaction - INFO - Epoch [80][6/25] lr: 1.000e-03, eta: 23:13:24, time: 0.502, data_time: 0.039, memory: 6352, loss_activity: 0.1013, loss_completeness: 0.0812, loss_reg: 0.0337, loss: 0.2162, grad_norm: 6.7785 2020-10-05 19:20:36,715 - mmaction - INFO - Epoch [80][7/25] lr: 1.000e-03, eta: 23:12:37, time: 0.574, data_time: 0.095, memory: 6352, loss_activity: 0.1907, loss_completeness: 0.0917, loss_reg: 0.0255, loss: 0.3079, grad_norm: 6.2411 2020-10-05 19:20:37,277 - mmaction - INFO - Epoch [80][8/25] lr: 1.000e-03, eta: 23:11:49, time: 0.487, data_time: 0.008, memory: 6352, loss_activity: 0.6145, loss_completeness: 0.0916, loss_reg: 0.0286, loss: 0.7347, grad_norm: 12.4386 2020-10-05 19:20:37,860 - mmaction - INFO - Epoch [80][9/25] lr: 1.000e-03, eta: 23:11:03, time: 0.630, data_time: 0.096, memory: 6352, loss_activity: 0.7366, loss_completeness: 0.0981, loss_reg: 0.0472, loss: 0.8819, grad_norm: 13.8599 2020-10-05 19:20:38,336 - mmaction - INFO - Epoch [80][10/25] lr: 1.000e-03, eta: 23:10:15, time: 0.494, data_time: 0.040, memory: 6352, loss_activity: 0.2232, loss_completeness: 0.1063, loss_reg: 0.0505, loss: 0.3799, grad_norm: 9.1467 2020-10-05 19:20:38,914 - mmaction - INFO - Epoch [80][11/25] lr: 1.000e-03, eta: 23:09:28, time: 0.570, data_time: 0.017, memory: 6352, loss_activity: 0.5248, loss_completeness: 0.0937, loss_reg: 0.0690, loss: 0.6875, grad_norm: 14.5570 2020-10-05 19:20:39,460 - mmaction - INFO - Epoch [80][12/25] lr: 1.000e-03, eta: 23:08:41, time: 0.541, data_time: 0.026, memory: 6352, loss_activity: 0.4109, loss_completeness: 0.0778, loss_reg: 0.0605, loss: 0.5492, grad_norm: 15.3667 2020-10-05 19:20:40,004 - mmaction - INFO - Epoch [80][13/25] lr: 1.000e-03, eta: 23:07:54, time: 0.564, data_time: 0.036, memory: 6352, loss_activity: 0.1908, loss_completeness: 0.0658, loss_reg: 0.0629, loss: 0.3194, grad_norm: 7.2063 2020-10-05 19:20:40,654 - mmaction - INFO - Epoch [80][14/25] lr: 1.000e-03, eta: 23:07:07, time: 0.520, data_time: 0.011, memory: 6352, loss_activity: 0.2379, loss_completeness: 0.0875, loss_reg: 0.0612, loss: 0.3866, grad_norm: 11.7037 2020-10-05 19:20:41,212 - mmaction - INFO - Epoch [80][15/25] lr: 1.000e-03, eta: 23:06:21, time: 0.653, data_time: 0.145, memory: 6352, loss_activity: 0.4474, loss_completeness: 0.1062, loss_reg: 0.0640, loss: 0.6176, grad_norm: 16.9771 2020-10-05 19:20:41,850 - mmaction - INFO - Epoch [80][16/25] lr: 1.000e-03, eta: 23:05:35, time: 0.679, data_time: 0.048, memory: 6352, loss_activity: 0.3508, loss_completeness: 0.0919, loss_reg: 0.0457, loss: 0.4884, grad_norm: 10.1761 2020-10-05 19:20:42,364 - mmaction - INFO - Epoch [80][17/25] lr: 1.000e-03, eta: 23:04:48, time: 0.513, data_time: 0.023, memory: 6352, loss_activity: 0.1814, loss_completeness: 0.0875, loss_reg: 0.1132, loss: 0.3821, grad_norm: 8.1903 2020-10-05 19:20:42,832 - mmaction - INFO - Epoch [80][18/25] lr: 1.000e-03, eta: 23:04:01, time: 0.469, data_time: 0.017, memory: 6352, loss_activity: 0.1770, loss_completeness: 0.0643, loss_reg: 0.0428, loss: 0.2841, grad_norm: 10.9060 2020-10-05 19:20:43,358 - mmaction - INFO - Epoch [80][19/25] lr: 1.000e-03, eta: 23:03:14, time: 0.512, data_time: 0.006, memory: 6352, loss_activity: 0.1268, loss_completeness: 0.0919, loss_reg: 0.0369, loss: 0.2556, grad_norm: 7.9886 2020-10-05 19:20:43,898 - mmaction - INFO - Epoch [80][20/25] lr: 1.000e-03, eta: 23:02:27, time: 0.517, data_time: 0.019, memory: 6352, loss_activity: 0.2351, loss_completeness: 0.0829, loss_reg: 0.0615, loss: 0.3795, grad_norm: 7.2588 2020-10-05 19:20:44,434 - mmaction - INFO - Epoch [80][21/25] lr: 1.000e-03, eta: 23:01:41, time: 0.555, data_time: 0.082, memory: 6352, loss_activity: 0.8543, loss_completeness: 0.1029, loss_reg: 0.0466, loss: 1.0038, grad_norm: 19.7848 2020-10-05 19:20:44,966 - mmaction - INFO - Epoch [80][22/25] lr: 1.000e-03, eta: 23:00:54, time: 0.538, data_time: 0.066, memory: 6352, loss_activity: 0.1741, loss_completeness: 0.0882, loss_reg: 0.0362, loss: 0.2986, grad_norm: 7.8443 2020-10-05 19:20:45,374 - mmaction - INFO - Epoch [80][23/25] lr: 1.000e-03, eta: 23:00:07, time: 0.417, data_time: 0.016, memory: 6352, loss_activity: 0.3352, loss_completeness: 0.0885, loss_reg: 0.0632, loss: 0.4869, grad_norm: 14.0379 2020-10-05 19:20:45,799 - mmaction - INFO - Epoch [80][24/25] lr: 1.000e-03, eta: 22:59:20, time: 0.424, data_time: 0.021, memory: 6352, loss_activity: 0.1188, loss_completeness: 0.0671, loss_reg: 0.0545, loss: 0.2404, grad_norm: 8.5330 2020-10-05 19:20:46,213 - mmaction - INFO - Epoch [80][25/25] lr: 1.000e-03, eta: 22:58:33, time: 0.410, data_time: 0.010, memory: 6352, loss_activity: 0.3796, loss_completeness: 0.0760, loss_reg: 0.0607, loss: 0.5163, grad_norm: 15.1656 2020-10-05 19:20:53,953 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-10-05 19:20:54,443 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:23:56,530 - mmaction - INFO - Epoch [81][1/25] lr: 1.000e-03, eta: 23:13:38, time: 181.952, data_time: 174.751, memory: 6352, loss_activity: 0.2140, loss_completeness: 0.0871, loss_reg: 0.0354, loss: 0.3365, grad_norm: 9.1651 2020-10-05 19:23:57,128 - mmaction - INFO - Epoch [81][2/25] lr: 1.000e-03, eta: 23:12:52, time: 0.698, data_time: 0.254, memory: 6352, loss_activity: 0.3882, loss_completeness: 0.0846, loss_reg: 0.0591, loss: 0.5319, grad_norm: 14.8747 2020-10-05 19:23:57,713 - mmaction - INFO - Epoch [81][3/25] lr: 1.000e-03, eta: 23:12:06, time: 0.592, data_time: 0.037, memory: 6352, loss_activity: 0.4362, loss_completeness: 0.0737, loss_reg: 0.0332, loss: 0.5431, grad_norm: 12.3419 2020-10-05 19:23:58,230 - mmaction - INFO - Epoch [81][4/25] lr: 1.000e-03, eta: 23:11:19, time: 0.470, data_time: 0.032, memory: 6352, loss_activity: 0.2731, loss_completeness: 0.0889, loss_reg: 0.0406, loss: 0.4027, grad_norm: 8.7469 2020-10-05 19:23:58,706 - mmaction - INFO - Epoch [81][5/25] lr: 1.000e-03, eta: 23:10:32, time: 0.549, data_time: 0.079, memory: 6352, loss_activity: 0.0465, loss_completeness: 0.0384, loss_reg: 0.0637, loss: 0.1485, grad_norm: 5.5968 2020-10-05 19:23:59,308 - mmaction - INFO - Epoch [81][6/25] lr: 1.000e-03, eta: 23:09:45, time: 0.565, data_time: 0.005, memory: 6352, loss_activity: 1.0331, loss_completeness: 0.0883, loss_reg: 0.0253, loss: 1.1467, grad_norm: 21.0052 2020-10-05 19:23:59,779 - mmaction - INFO - Epoch [81][7/25] lr: 1.000e-03, eta: 23:08:58, time: 0.499, data_time: 0.064, memory: 6352, loss_activity: 0.3085, loss_completeness: 0.0912, loss_reg: 0.0685, loss: 0.4681, grad_norm: 7.9441 2020-10-05 19:24:00,433 - mmaction - INFO - Epoch [81][8/25] lr: 1.000e-03, eta: 23:08:12, time: 0.641, data_time: 0.014, memory: 6352, loss_activity: 0.3928, loss_completeness: 0.0899, loss_reg: 0.0819, loss: 0.5647, grad_norm: 11.5981 2020-10-05 19:24:00,927 - mmaction - INFO - Epoch [81][9/25] lr: 1.000e-03, eta: 23:07:25, time: 0.468, data_time: 0.011, memory: 6352, loss_activity: 0.0900, loss_completeness: 0.0805, loss_reg: 0.0521, loss: 0.2226, grad_norm: 5.6755 2020-10-05 19:24:01,443 - mmaction - INFO - Epoch [81][10/25] lr: 1.000e-03, eta: 23:06:39, time: 0.525, data_time: 0.030, memory: 6352, loss_activity: 0.7938, loss_completeness: 0.0946, loss_reg: 0.0328, loss: 0.9212, grad_norm: 13.1609 2020-10-05 19:24:02,106 - mmaction - INFO - Epoch [81][11/25] lr: 1.000e-03, eta: 23:05:52, time: 0.593, data_time: 0.046, memory: 6352, loss_activity: 0.2282, loss_completeness: 0.1003, loss_reg: 0.0592, loss: 0.3876, grad_norm: 8.6224 2020-10-05 19:24:02,565 - mmaction - INFO - Epoch [81][12/25] lr: 1.000e-03, eta: 23:05:06, time: 0.542, data_time: 0.095, memory: 6352, loss_activity: 0.1335, loss_completeness: 0.0670, loss_reg: 0.0735, loss: 0.2739, grad_norm: 7.6178 2020-10-05 19:24:03,179 - mmaction - INFO - Epoch [81][13/25] lr: 1.000e-03, eta: 23:04:20, time: 0.575, data_time: 0.010, memory: 6352, loss_activity: 0.4790, loss_completeness: 0.0993, loss_reg: 0.0307, loss: 0.6090, grad_norm: 15.2552 2020-10-05 19:24:03,719 - mmaction - INFO - Epoch [81][14/25] lr: 1.000e-03, eta: 23:03:34, time: 0.539, data_time: 0.057, memory: 6352, loss_activity: 0.2594, loss_completeness: 0.0777, loss_reg: 0.0286, loss: 0.3657, grad_norm: 8.2059 2020-10-05 19:24:04,366 - mmaction - INFO - Epoch [81][15/25] lr: 1.000e-03, eta: 23:02:48, time: 0.692, data_time: 0.051, memory: 6352, loss_activity: 0.1600, loss_completeness: 0.0853, loss_reg: 0.0764, loss: 0.3217, grad_norm: 5.7327 2020-10-05 19:24:04,936 - mmaction - INFO - Epoch [81][16/25] lr: 1.000e-03, eta: 23:02:02, time: 0.570, data_time: 0.022, memory: 6352, loss_activity: 0.4688, loss_completeness: 0.0886, loss_reg: 0.0509, loss: 0.6083, grad_norm: 15.5544 2020-10-05 19:24:05,427 - mmaction - INFO - Epoch [81][17/25] lr: 1.000e-03, eta: 23:01:15, time: 0.485, data_time: 0.011, memory: 6352, loss_activity: 0.2936, loss_completeness: 0.0898, loss_reg: 0.0531, loss: 0.4365, grad_norm: 10.4430 2020-10-05 19:24:06,022 - mmaction - INFO - Epoch [81][18/25] lr: 1.000e-03, eta: 23:00:29, time: 0.511, data_time: 0.011, memory: 6352, loss_activity: 0.0963, loss_completeness: 0.0876, loss_reg: 0.0382, loss: 0.2220, grad_norm: 5.0504 2020-10-05 19:24:06,610 - mmaction - INFO - Epoch [81][19/25] lr: 1.000e-03, eta: 22:59:43, time: 0.571, data_time: 0.096, memory: 6352, loss_activity: 0.2804, loss_completeness: 0.0651, loss_reg: 0.0626, loss: 0.4081, grad_norm: 10.9647 2020-10-05 19:24:07,194 - mmaction - INFO - Epoch [81][20/25] lr: 1.000e-03, eta: 22:58:58, time: 0.668, data_time: 0.186, memory: 6352, loss_activity: 0.2200, loss_completeness: 0.0709, loss_reg: 0.0355, loss: 0.3264, grad_norm: 6.4574 2020-10-05 19:24:07,662 - mmaction - INFO - Epoch [81][21/25] lr: 1.000e-03, eta: 22:58:11, time: 0.487, data_time: 0.076, memory: 6352, loss_activity: 0.4692, loss_completeness: 0.1074, loss_reg: 0.0350, loss: 0.6115, grad_norm: 9.5072 2020-10-05 19:24:08,207 - mmaction - INFO - Epoch [81][22/25] lr: 1.000e-03, eta: 22:57:25, time: 0.540, data_time: 0.009, memory: 6352, loss_activity: 0.3137, loss_completeness: 0.0959, loss_reg: 0.0177, loss: 0.4273, grad_norm: 12.7028 2020-10-05 19:24:08,612 - mmaction - INFO - Epoch [81][23/25] lr: 1.000e-03, eta: 22:56:39, time: 0.413, data_time: 0.014, memory: 6352, loss_activity: 0.2330, loss_completeness: 0.0611, loss_reg: 0.0499, loss: 0.3439, grad_norm: 7.7818 2020-10-05 19:24:09,020 - mmaction - INFO - Epoch [81][24/25] lr: 1.000e-03, eta: 22:55:52, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 0.3979, loss_completeness: 0.1079, loss_reg: 0.0586, loss: 0.5644, grad_norm: 10.5080 2020-10-05 19:24:09,429 - mmaction - INFO - Epoch [81][25/25] lr: 1.000e-03, eta: 22:55:06, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.4667, loss_completeness: 0.0991, loss_reg: 0.1059, loss: 0.6717, grad_norm: 12.5159 2020-10-05 19:24:17,460 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:27:22,521 - mmaction - INFO - Epoch [82][1/25] lr: 1.000e-03, eta: 23:10:13, time: 184.928, data_time: 180.120, memory: 6352, loss_activity: 0.4565, loss_completeness: 0.1121, loss_reg: 0.0533, loss: 0.6219, grad_norm: 13.8365 2020-10-05 19:27:23,157 - mmaction - INFO - Epoch [82][2/25] lr: 1.000e-03, eta: 23:09:27, time: 0.620, data_time: 0.220, memory: 6352, loss_activity: 0.3667, loss_completeness: 0.0789, loss_reg: 0.0510, loss: 0.4966, grad_norm: 12.0898 2020-10-05 19:27:23,724 - mmaction - INFO - Epoch [82][3/25] lr: 1.000e-03, eta: 23:08:41, time: 0.641, data_time: 0.156, memory: 6352, loss_activity: 0.4507, loss_completeness: 0.0689, loss_reg: 0.0474, loss: 0.5670, grad_norm: 13.1994 2020-10-05 19:27:24,216 - mmaction - INFO - Epoch [82][4/25] lr: 1.000e-03, eta: 23:07:55, time: 0.556, data_time: 0.080, memory: 6352, loss_activity: 0.3695, loss_completeness: 0.0757, loss_reg: 0.0620, loss: 0.5072, grad_norm: 15.7622 2020-10-05 19:27:24,734 - mmaction - INFO - Epoch [82][5/25] lr: 1.000e-03, eta: 23:07:09, time: 0.527, data_time: 0.018, memory: 6352, loss_activity: 0.0777, loss_completeness: 0.0707, loss_reg: 0.1157, loss: 0.2640, grad_norm: 6.9126 2020-10-05 19:27:25,297 - mmaction - INFO - Epoch [82][6/25] lr: 1.000e-03, eta: 23:06:23, time: 0.559, data_time: 0.013, memory: 6352, loss_activity: 0.2287, loss_completeness: 0.0529, loss_reg: 0.0850, loss: 0.3666, grad_norm: 11.6900 2020-10-05 19:27:25,843 - mmaction - INFO - Epoch [82][7/25] lr: 1.000e-03, eta: 23:05:37, time: 0.528, data_time: 0.029, memory: 6352, loss_activity: 0.6346, loss_completeness: 0.0971, loss_reg: 0.0686, loss: 0.8003, grad_norm: 22.6877 2020-10-05 19:27:26,406 - mmaction - INFO - Epoch [82][8/25] lr: 1.000e-03, eta: 23:04:51, time: 0.585, data_time: 0.030, memory: 6352, loss_activity: 0.5763, loss_completeness: 0.0820, loss_reg: 0.0483, loss: 0.7066, grad_norm: 10.6906 2020-10-05 19:27:26,967 - mmaction - INFO - Epoch [82][9/25] lr: 1.000e-03, eta: 23:04:05, time: 0.538, data_time: 0.005, memory: 6352, loss_activity: 0.0760, loss_completeness: 0.0639, loss_reg: 0.0663, loss: 0.2062, grad_norm: 5.0441 2020-10-05 19:27:27,529 - mmaction - INFO - Epoch [82][10/25] lr: 1.000e-03, eta: 23:03:19, time: 0.510, data_time: 0.029, memory: 6352, loss_activity: 0.1398, loss_completeness: 0.0850, loss_reg: 0.0268, loss: 0.2516, grad_norm: 8.8900 2020-10-05 19:27:28,163 - mmaction - INFO - Epoch [82][11/25] lr: 1.000e-03, eta: 23:02:34, time: 0.641, data_time: 0.083, memory: 6352, loss_activity: 0.6300, loss_completeness: 0.0844, loss_reg: 0.0519, loss: 0.7662, grad_norm: 15.5609 2020-10-05 19:27:28,629 - mmaction - INFO - Epoch [82][12/25] lr: 1.000e-03, eta: 23:01:47, time: 0.502, data_time: 0.072, memory: 6352, loss_activity: 0.1139, loss_completeness: 0.0909, loss_reg: 0.0281, loss: 0.2329, grad_norm: 5.6297 2020-10-05 19:27:29,239 - mmaction - INFO - Epoch [82][13/25] lr: 1.000e-03, eta: 23:01:02, time: 0.610, data_time: 0.035, memory: 6352, loss_activity: 0.2107, loss_completeness: 0.0443, loss_reg: 0.0423, loss: 0.2973, grad_norm: 10.3282 2020-10-05 19:27:29,719 - mmaction - INFO - Epoch [82][14/25] lr: 1.000e-03, eta: 23:00:16, time: 0.469, data_time: 0.036, memory: 6352, loss_activity: 0.4738, loss_completeness: 0.0747, loss_reg: 0.0717, loss: 0.6202, grad_norm: 9.7087 2020-10-05 19:27:30,280 - mmaction - INFO - Epoch [82][15/25] lr: 1.000e-03, eta: 22:59:30, time: 0.589, data_time: 0.073, memory: 6352, loss_activity: 0.4533, loss_completeness: 0.0791, loss_reg: 0.0428, loss: 0.5752, grad_norm: 12.4526 2020-10-05 19:27:30,745 - mmaction - INFO - Epoch [82][16/25] lr: 1.000e-03, eta: 22:58:44, time: 0.467, data_time: 0.022, memory: 6352, loss_activity: 0.1345, loss_completeness: 0.0862, loss_reg: 0.0693, loss: 0.2900, grad_norm: 8.8755 2020-10-05 19:27:31,343 - mmaction - INFO - Epoch [82][17/25] lr: 1.000e-03, eta: 22:57:59, time: 0.514, data_time: 0.017, memory: 6352, loss_activity: 0.2817, loss_completeness: 0.0603, loss_reg: 0.0583, loss: 0.4002, grad_norm: 6.0008 2020-10-05 19:27:31,864 - mmaction - INFO - Epoch [82][18/25] lr: 1.000e-03, eta: 22:57:13, time: 0.555, data_time: 0.103, memory: 6352, loss_activity: 0.2735, loss_completeness: 0.0708, loss_reg: 0.0761, loss: 0.4204, grad_norm: 10.4224 2020-10-05 19:27:32,413 - mmaction - INFO - Epoch [82][19/25] lr: 1.000e-03, eta: 22:56:28, time: 0.587, data_time: 0.069, memory: 6352, loss_activity: 0.2663, loss_completeness: 0.0698, loss_reg: 0.0583, loss: 0.3943, grad_norm: 11.5033 2020-10-05 19:27:32,947 - mmaction - INFO - Epoch [82][20/25] lr: 1.000e-03, eta: 22:55:42, time: 0.523, data_time: 0.030, memory: 6352, loss_activity: 0.2878, loss_completeness: 0.0876, loss_reg: 0.0764, loss: 0.4518, grad_norm: 10.0425 2020-10-05 19:27:33,716 - mmaction - INFO - Epoch [82][21/25] lr: 1.000e-03, eta: 22:54:57, time: 0.677, data_time: 0.074, memory: 6352, loss_activity: 0.4045, loss_completeness: 0.1055, loss_reg: 0.0182, loss: 0.5282, grad_norm: 16.8728 2020-10-05 19:27:34,183 - mmaction - INFO - Epoch [82][22/25] lr: 1.000e-03, eta: 22:54:12, time: 0.591, data_time: 0.182, memory: 6352, loss_activity: 0.3725, loss_completeness: 0.1079, loss_reg: 0.0809, loss: 0.5613, grad_norm: 11.9333 2020-10-05 19:27:34,619 - mmaction - INFO - Epoch [82][23/25] lr: 1.000e-03, eta: 22:53:26, time: 0.438, data_time: 0.009, memory: 6352, loss_activity: 0.2864, loss_completeness: 0.0774, loss_reg: 0.0486, loss: 0.4124, grad_norm: 12.2633 2020-10-05 19:27:35,026 - mmaction - INFO - Epoch [82][24/25] lr: 1.000e-03, eta: 22:52:40, time: 0.408, data_time: 0.007, memory: 6352, loss_activity: 0.1710, loss_completeness: 0.0844, loss_reg: 0.0774, loss: 0.3327, grad_norm: 6.5199 2020-10-05 19:27:35,438 - mmaction - INFO - Epoch [82][25/25] lr: 1.000e-03, eta: 22:51:54, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.5005, loss_completeness: 0.1087, loss_reg: 0.0720, loss: 0.6812, grad_norm: 16.2945 2020-10-05 19:27:42,469 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:30:37,534 - mmaction - INFO - Epoch [83][1/25] lr: 1.000e-03, eta: 23:05:58, time: 174.949, data_time: 172.258, memory: 6352, loss_activity: 0.3170, loss_completeness: 0.0632, loss_reg: 0.0644, loss: 0.4446, grad_norm: 8.1286 2020-10-05 19:30:38,103 - mmaction - INFO - Epoch [83][2/25] lr: 1.000e-03, eta: 23:05:12, time: 0.573, data_time: 0.159, memory: 6352, loss_activity: 0.2805, loss_completeness: 0.0883, loss_reg: 0.0434, loss: 0.4123, grad_norm: 9.5133 2020-10-05 19:30:38,596 - mmaction - INFO - Epoch [83][3/25] lr: 1.000e-03, eta: 23:04:27, time: 0.594, data_time: 0.129, memory: 6352, loss_activity: 0.1344, loss_completeness: 0.0671, loss_reg: 0.0375, loss: 0.2389, grad_norm: 8.4207 2020-10-05 19:30:39,136 - mmaction - INFO - Epoch [83][4/25] lr: 1.000e-03, eta: 23:03:41, time: 0.534, data_time: 0.022, memory: 6352, loss_activity: 0.3008, loss_completeness: 0.0723, loss_reg: 0.0481, loss: 0.4212, grad_norm: 10.8153 2020-10-05 19:30:39,699 - mmaction - INFO - Epoch [83][5/25] lr: 1.000e-03, eta: 23:02:55, time: 0.576, data_time: 0.029, memory: 6352, loss_activity: 0.0746, loss_completeness: 0.0919, loss_reg: 0.0245, loss: 0.1911, grad_norm: 8.3076 2020-10-05 19:30:40,202 - mmaction - INFO - Epoch [83][6/25] lr: 1.000e-03, eta: 23:02:10, time: 0.503, data_time: 0.007, memory: 6352, loss_activity: 0.3198, loss_completeness: 0.1042, loss_reg: 0.0680, loss: 0.4921, grad_norm: 11.0832 2020-10-05 19:30:40,879 - mmaction - INFO - Epoch [83][7/25] lr: 1.000e-03, eta: 23:01:24, time: 0.586, data_time: 0.007, memory: 6352, loss_activity: 0.2684, loss_completeness: 0.0927, loss_reg: 0.0438, loss: 0.4048, grad_norm: 11.4824 2020-10-05 19:30:41,356 - mmaction - INFO - Epoch [83][8/25] lr: 1.000e-03, eta: 23:00:39, time: 0.532, data_time: 0.101, memory: 6352, loss_activity: 0.2115, loss_completeness: 0.1111, loss_reg: 0.0246, loss: 0.3472, grad_norm: 8.1657 2020-10-05 19:30:41,954 - mmaction - INFO - Epoch [83][9/25] lr: 1.000e-03, eta: 22:59:54, time: 0.543, data_time: 0.044, memory: 6352, loss_activity: 0.3646, loss_completeness: 0.0921, loss_reg: 0.0802, loss: 0.5369, grad_norm: 11.8361 2020-10-05 19:30:42,601 - mmaction - INFO - Epoch [83][10/25] lr: 1.000e-03, eta: 22:59:09, time: 0.690, data_time: 0.109, memory: 6352, loss_activity: 1.2534, loss_completeness: 0.0784, loss_reg: 0.0564, loss: 1.3882, grad_norm: 25.0414 2020-10-05 19:30:43,114 - mmaction - INFO - Epoch [83][11/25] lr: 1.000e-03, eta: 22:58:23, time: 0.522, data_time: 0.072, memory: 6352, loss_activity: 0.2918, loss_completeness: 0.1022, loss_reg: 0.0291, loss: 0.4231, grad_norm: 9.8232 2020-10-05 19:30:43,605 - mmaction - INFO - Epoch [83][12/25] lr: 1.000e-03, eta: 22:57:38, time: 0.509, data_time: 0.046, memory: 6352, loss_activity: 0.5638, loss_completeness: 0.0989, loss_reg: 0.0569, loss: 0.7196, grad_norm: 24.8005 2020-10-05 19:30:44,255 - mmaction - INFO - Epoch [83][13/25] lr: 1.000e-03, eta: 22:56:53, time: 0.617, data_time: 0.039, memory: 6352, loss_activity: 0.0783, loss_completeness: 0.0738, loss_reg: 0.0618, loss: 0.2139, grad_norm: 5.2962 2020-10-05 19:30:44,795 - mmaction - INFO - Epoch [83][14/25] lr: 1.000e-03, eta: 22:56:08, time: 0.552, data_time: 0.061, memory: 6352, loss_activity: 0.4345, loss_completeness: 0.0729, loss_reg: 0.0614, loss: 0.5688, grad_norm: 10.5437 2020-10-05 19:30:45,325 - mmaction - INFO - Epoch [83][15/25] lr: 1.000e-03, eta: 22:55:23, time: 0.481, data_time: 0.050, memory: 6352, loss_activity: 0.1257, loss_completeness: 0.0736, loss_reg: 0.0463, loss: 0.2456, grad_norm: 5.8867 2020-10-05 19:30:45,909 - mmaction - INFO - Epoch [83][16/25] lr: 1.000e-03, eta: 22:54:38, time: 0.609, data_time: 0.098, memory: 6352, loss_activity: 0.3140, loss_completeness: 0.0822, loss_reg: 0.0654, loss: 0.4616, grad_norm: 11.3775 2020-10-05 19:30:46,402 - mmaction - INFO - Epoch [83][17/25] lr: 1.000e-03, eta: 22:53:53, time: 0.546, data_time: 0.074, memory: 6352, loss_activity: 0.3712, loss_completeness: 0.0831, loss_reg: 0.0198, loss: 0.4741, grad_norm: 8.9789 2020-10-05 19:30:47,124 - mmaction - INFO - Epoch [83][18/25] lr: 1.000e-03, eta: 22:53:09, time: 0.720, data_time: 0.020, memory: 6352, loss_activity: 0.2820, loss_completeness: 0.0690, loss_reg: 0.0365, loss: 0.3875, grad_norm: 8.9579 2020-10-05 19:30:47,579 - mmaction - INFO - Epoch [83][19/25] lr: 1.000e-03, eta: 22:52:23, time: 0.445, data_time: 0.020, memory: 6352, loss_activity: 0.3795, loss_completeness: 0.0711, loss_reg: 0.0172, loss: 0.4678, grad_norm: 9.7328 2020-10-05 19:30:48,101 - mmaction - INFO - Epoch [83][20/25] lr: 1.000e-03, eta: 22:51:38, time: 0.544, data_time: 0.047, memory: 6352, loss_activity: 0.7296, loss_completeness: 0.0877, loss_reg: 0.0523, loss: 0.8696, grad_norm: 18.2594 2020-10-05 19:30:48,783 - mmaction - INFO - Epoch [83][21/25] lr: 1.000e-03, eta: 22:50:54, time: 0.647, data_time: 0.103, memory: 6352, loss_activity: 0.3774, loss_completeness: 0.1070, loss_reg: 0.0751, loss: 0.5595, grad_norm: 10.0709 2020-10-05 19:30:49,236 - mmaction - INFO - Epoch [83][22/25] lr: 1.000e-03, eta: 22:50:09, time: 0.488, data_time: 0.050, memory: 6352, loss_activity: 0.2632, loss_completeness: 0.0894, loss_reg: 0.0333, loss: 0.3860, grad_norm: 11.3581 2020-10-05 19:30:49,649 - mmaction - INFO - Epoch [83][23/25] lr: 1.000e-03, eta: 22:49:23, time: 0.412, data_time: 0.012, memory: 6352, loss_activity: 0.1530, loss_completeness: 0.1146, loss_reg: 0.0364, loss: 0.3040, grad_norm: 8.8653 2020-10-05 19:30:50,064 - mmaction - INFO - Epoch [83][24/25] lr: 1.000e-03, eta: 22:48:38, time: 0.416, data_time: 0.014, memory: 6352, loss_activity: 0.3358, loss_completeness: 0.0874, loss_reg: 0.0226, loss: 0.4457, grad_norm: 10.3101 2020-10-05 19:30:50,478 - mmaction - INFO - Epoch [83][25/25] lr: 1.000e-03, eta: 22:47:52, time: 0.414, data_time: 0.010, memory: 6352, loss_activity: 0.6604, loss_completeness: 0.0975, loss_reg: 0.0475, loss: 0.8053, grad_norm: 14.0009 2020-10-05 19:30:58,477 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:34:00,334 - mmaction - INFO - Epoch [84][1/25] lr: 1.000e-03, eta: 23:02:17, time: 181.628, data_time: 175.151, memory: 6352, loss_activity: 0.3891, loss_completeness: 0.0953, loss_reg: 0.1087, loss: 0.5930, grad_norm: 12.3005 2020-10-05 19:34:01,029 - mmaction - INFO - Epoch [84][2/25] lr: 1.000e-03, eta: 23:01:33, time: 0.749, data_time: 0.334, memory: 6352, loss_activity: 0.2843, loss_completeness: 0.0835, loss_reg: 0.0467, loss: 0.4145, grad_norm: 10.8937 2020-10-05 19:34:01,514 - mmaction - INFO - Epoch [84][3/25] lr: 1.000e-03, eta: 23:00:48, time: 0.597, data_time: 0.181, memory: 6352, loss_activity: 0.1355, loss_completeness: 0.0829, loss_reg: 0.0647, loss: 0.2831, grad_norm: 7.5163 2020-10-05 19:34:02,160 - mmaction - INFO - Epoch [84][4/25] lr: 1.000e-03, eta: 23:00:03, time: 0.568, data_time: 0.067, memory: 6352, loss_activity: 0.3937, loss_completeness: 0.0561, loss_reg: 0.0185, loss: 0.4683, grad_norm: 12.0446 2020-10-05 19:34:02,622 - mmaction - INFO - Epoch [84][5/25] lr: 1.000e-03, eta: 22:59:18, time: 0.563, data_time: 0.149, memory: 6352, loss_activity: 0.2157, loss_completeness: 0.0819, loss_reg: 0.0922, loss: 0.3898, grad_norm: 8.9605 2020-10-05 19:34:03,105 - mmaction - INFO - Epoch [84][6/25] lr: 1.000e-03, eta: 22:58:33, time: 0.501, data_time: 0.042, memory: 6352, loss_activity: 0.3880, loss_completeness: 0.0899, loss_reg: 0.0582, loss: 0.5362, grad_norm: 12.2523 2020-10-05 19:34:03,772 - mmaction - INFO - Epoch [84][7/25] lr: 1.000e-03, eta: 22:57:49, time: 0.687, data_time: 0.025, memory: 6352, loss_activity: 0.1571, loss_completeness: 0.0673, loss_reg: 0.0387, loss: 0.2631, grad_norm: 10.4793 2020-10-05 19:34:04,353 - mmaction - INFO - Epoch [84][8/25] lr: 1.000e-03, eta: 22:57:03, time: 0.467, data_time: 0.033, memory: 6352, loss_activity: 0.1384, loss_completeness: 0.0856, loss_reg: 0.0308, loss: 0.2548, grad_norm: 7.7606 2020-10-05 19:34:04,882 - mmaction - INFO - Epoch [84][9/25] lr: 1.000e-03, eta: 22:56:19, time: 0.597, data_time: 0.121, memory: 6352, loss_activity: 0.7326, loss_completeness: 0.0936, loss_reg: 0.0668, loss: 0.8929, grad_norm: 17.9002 2020-10-05 19:34:05,341 - mmaction - INFO - Epoch [84][10/25] lr: 1.000e-03, eta: 22:55:34, time: 0.477, data_time: 0.053, memory: 6352, loss_activity: 0.2781, loss_completeness: 0.0660, loss_reg: 0.0551, loss: 0.3992, grad_norm: 13.7947 2020-10-05 19:34:05,909 - mmaction - INFO - Epoch [84][11/25] lr: 1.000e-03, eta: 22:54:49, time: 0.545, data_time: 0.032, memory: 6352, loss_activity: 0.0405, loss_completeness: 0.0755, loss_reg: 0.0733, loss: 0.1894, grad_norm: 4.8493 2020-10-05 19:34:06,406 - mmaction - INFO - Epoch [84][12/25] lr: 1.000e-03, eta: 22:54:04, time: 0.500, data_time: 0.057, memory: 6352, loss_activity: 0.1869, loss_completeness: 0.1093, loss_reg: 0.0474, loss: 0.3436, grad_norm: 8.6725 2020-10-05 19:34:06,963 - mmaction - INFO - Epoch [84][13/25] lr: 1.000e-03, eta: 22:53:20, time: 0.585, data_time: 0.061, memory: 6352, loss_activity: 0.2183, loss_completeness: 0.0866, loss_reg: 0.0837, loss: 0.3886, grad_norm: 9.6233 2020-10-05 19:34:07,475 - mmaction - INFO - Epoch [84][14/25] lr: 1.000e-03, eta: 22:52:35, time: 0.516, data_time: 0.025, memory: 6352, loss_activity: 0.2706, loss_completeness: 0.0742, loss_reg: 0.0506, loss: 0.3954, grad_norm: 16.3741 2020-10-05 19:34:08,073 - mmaction - INFO - Epoch [84][15/25] lr: 1.000e-03, eta: 22:51:50, time: 0.553, data_time: 0.021, memory: 6352, loss_activity: 0.2250, loss_completeness: 0.0998, loss_reg: 0.0286, loss: 0.3533, grad_norm: 9.9445 2020-10-05 19:34:08,724 - mmaction - INFO - Epoch [84][16/25] lr: 1.000e-03, eta: 22:51:06, time: 0.636, data_time: 0.067, memory: 6352, loss_activity: 0.2019, loss_completeness: 0.0605, loss_reg: 0.0313, loss: 0.2937, grad_norm: 13.1909 2020-10-05 19:34:09,210 - mmaction - INFO - Epoch [84][17/25] lr: 1.000e-03, eta: 22:50:22, time: 0.549, data_time: 0.080, memory: 6352, loss_activity: 0.4146, loss_completeness: 0.0792, loss_reg: 0.0570, loss: 0.5508, grad_norm: 13.5317 2020-10-05 19:34:09,703 - mmaction - INFO - Epoch [84][18/25] lr: 1.000e-03, eta: 22:49:37, time: 0.470, data_time: 0.018, memory: 6352, loss_activity: 0.2251, loss_completeness: 0.0815, loss_reg: 0.0362, loss: 0.3428, grad_norm: 10.9910 2020-10-05 19:34:10,201 - mmaction - INFO - Epoch [84][19/25] lr: 1.000e-03, eta: 22:48:52, time: 0.509, data_time: 0.051, memory: 6352, loss_activity: 0.7782, loss_completeness: 0.0786, loss_reg: 0.0240, loss: 0.8808, grad_norm: 22.4820 2020-10-05 19:34:10,715 - mmaction - INFO - Epoch [84][20/25] lr: 1.000e-03, eta: 22:48:08, time: 0.525, data_time: 0.031, memory: 6352, loss_activity: 0.2508, loss_completeness: 0.0844, loss_reg: 0.0649, loss: 0.4001, grad_norm: 15.6155 2020-10-05 19:34:11,434 - mmaction - INFO - Epoch [84][21/25] lr: 1.000e-03, eta: 22:47:24, time: 0.670, data_time: 0.076, memory: 6352, loss_activity: 0.1452, loss_completeness: 0.0754, loss_reg: 0.0374, loss: 0.2580, grad_norm: 9.8145 2020-10-05 19:34:11,907 - mmaction - INFO - Epoch [84][22/25] lr: 1.000e-03, eta: 22:46:40, time: 0.535, data_time: 0.118, memory: 6352, loss_activity: 0.2596, loss_completeness: 0.0918, loss_reg: 0.0415, loss: 0.3928, grad_norm: 9.7419 2020-10-05 19:34:12,316 - mmaction - INFO - Epoch [84][23/25] lr: 1.000e-03, eta: 22:45:55, time: 0.410, data_time: 0.008, memory: 6352, loss_activity: 0.1610, loss_completeness: 0.0590, loss_reg: 0.0500, loss: 0.2700, grad_norm: 11.1182 2020-10-05 19:34:12,724 - mmaction - INFO - Epoch [84][24/25] lr: 1.000e-03, eta: 22:45:10, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 0.8504, loss_completeness: 0.0714, loss_reg: 0.0270, loss: 0.9488, grad_norm: 19.0652 2020-10-05 19:34:13,132 - mmaction - INFO - Epoch [84][25/25] lr: 1.000e-03, eta: 22:44:25, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.1578, loss_completeness: 0.0884, loss_reg: 0.0412, loss: 0.2873, grad_norm: 7.2331 2020-10-05 19:34:20,699 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:37:27,775 - mmaction - INFO - Epoch [85][1/25] lr: 1.000e-03, eta: 22:59:03, time: 186.911, data_time: 180.766, memory: 6352, loss_activity: 0.1439, loss_completeness: 0.0905, loss_reg: 0.0355, loss: 0.2699, grad_norm: 10.4969 2020-10-05 19:37:28,431 - mmaction - INFO - Epoch [85][2/25] lr: 1.000e-03, eta: 22:58:20, time: 0.795, data_time: 0.275, memory: 6352, loss_activity: 0.2535, loss_completeness: 0.0695, loss_reg: 0.0513, loss: 0.3744, grad_norm: 8.3200 2020-10-05 19:37:28,921 - mmaction - INFO - Epoch [85][3/25] lr: 1.000e-03, eta: 22:57:35, time: 0.502, data_time: 0.034, memory: 6352, loss_activity: 0.5081, loss_completeness: 0.0905, loss_reg: 0.0602, loss: 0.6588, grad_norm: 18.3406 2020-10-05 19:37:29,456 - mmaction - INFO - Epoch [85][4/25] lr: 1.000e-03, eta: 22:56:50, time: 0.497, data_time: 0.018, memory: 6352, loss_activity: 0.3666, loss_completeness: 0.0674, loss_reg: 0.0737, loss: 0.5077, grad_norm: 15.0633 2020-10-05 19:37:29,959 - mmaction - INFO - Epoch [85][5/25] lr: 1.000e-03, eta: 22:56:06, time: 0.537, data_time: 0.057, memory: 6352, loss_activity: 0.2943, loss_completeness: 0.0695, loss_reg: 0.0666, loss: 0.4304, grad_norm: 10.7864 2020-10-05 19:37:30,500 - mmaction - INFO - Epoch [85][6/25] lr: 1.000e-03, eta: 22:55:21, time: 0.537, data_time: 0.031, memory: 6352, loss_activity: 0.3061, loss_completeness: 0.0713, loss_reg: 0.0402, loss: 0.4176, grad_norm: 12.0918 2020-10-05 19:37:31,158 - mmaction - INFO - Epoch [85][7/25] lr: 1.000e-03, eta: 22:54:37, time: 0.612, data_time: 0.026, memory: 6352, loss_activity: 0.5315, loss_completeness: 0.0786, loss_reg: 0.0297, loss: 0.6398, grad_norm: 12.5625 2020-10-05 19:37:31,630 - mmaction - INFO - Epoch [85][8/25] lr: 1.000e-03, eta: 22:53:53, time: 0.514, data_time: 0.074, memory: 6352, loss_activity: 0.1919, loss_completeness: 0.0951, loss_reg: 0.0893, loss: 0.3763, grad_norm: 8.5838 2020-10-05 19:37:32,289 - mmaction - INFO - Epoch [85][9/25] lr: 1.000e-03, eta: 22:53:08, time: 0.562, data_time: 0.032, memory: 6352, loss_activity: 0.0749, loss_completeness: 0.0813, loss_reg: 0.0652, loss: 0.2214, grad_norm: 5.5965 2020-10-05 19:37:32,761 - mmaction - INFO - Epoch [85][10/25] lr: 1.000e-03, eta: 22:52:24, time: 0.564, data_time: 0.126, memory: 6352, loss_activity: 0.6821, loss_completeness: 0.0856, loss_reg: 0.0437, loss: 0.8114, grad_norm: 16.3443 2020-10-05 19:37:33,260 - mmaction - INFO - Epoch [85][11/25] lr: 1.000e-03, eta: 22:51:40, time: 0.527, data_time: 0.035, memory: 6352, loss_activity: 0.5121, loss_completeness: 0.1018, loss_reg: 0.0381, loss: 0.6520, grad_norm: 13.1692 2020-10-05 19:37:33,888 - mmaction - INFO - Epoch [85][12/25] lr: 1.000e-03, eta: 22:50:56, time: 0.588, data_time: 0.007, memory: 6352, loss_activity: 0.3317, loss_completeness: 0.0889, loss_reg: 0.0797, loss: 0.5003, grad_norm: 17.8497 2020-10-05 19:37:34,348 - mmaction - INFO - Epoch [85][13/25] lr: 1.000e-03, eta: 22:50:11, time: 0.499, data_time: 0.051, memory: 6352, loss_activity: 0.2967, loss_completeness: 0.1007, loss_reg: 0.0524, loss: 0.4498, grad_norm: 9.8114 2020-10-05 19:37:34,851 - mmaction - INFO - Epoch [85][14/25] lr: 1.000e-03, eta: 22:49:27, time: 0.494, data_time: 0.006, memory: 6352, loss_activity: 0.2194, loss_completeness: 0.0730, loss_reg: 0.0325, loss: 0.3250, grad_norm: 10.2234 2020-10-05 19:37:35,462 - mmaction - INFO - Epoch [85][15/25] lr: 1.000e-03, eta: 22:48:43, time: 0.623, data_time: 0.017, memory: 6352, loss_activity: 0.3005, loss_completeness: 0.0642, loss_reg: 0.0918, loss: 0.4565, grad_norm: 11.8056 2020-10-05 19:37:35,947 - mmaction - INFO - Epoch [85][16/25] lr: 1.000e-03, eta: 22:47:59, time: 0.484, data_time: 0.005, memory: 6352, loss_activity: 0.3310, loss_completeness: 0.1054, loss_reg: 0.0410, loss: 0.4774, grad_norm: 9.1464 2020-10-05 19:37:36,447 - mmaction - INFO - Epoch [85][17/25] lr: 1.000e-03, eta: 22:47:15, time: 0.500, data_time: 0.006, memory: 6352, loss_activity: 0.1962, loss_completeness: 0.0810, loss_reg: 0.0286, loss: 0.3059, grad_norm: 11.2109 2020-10-05 19:37:37,144 - mmaction - INFO - Epoch [85][18/25] lr: 1.000e-03, eta: 22:46:31, time: 0.572, data_time: 0.007, memory: 6352, loss_activity: 0.0669, loss_completeness: 0.0577, loss_reg: 0.0512, loss: 0.1758, grad_norm: 6.1350 2020-10-05 19:37:37,688 - mmaction - INFO - Epoch [85][19/25] lr: 1.000e-03, eta: 22:45:48, time: 0.648, data_time: 0.133, memory: 6352, loss_activity: 1.2874, loss_completeness: 0.0967, loss_reg: 0.0685, loss: 1.4526, grad_norm: 25.2073 2020-10-05 19:37:38,223 - mmaction - INFO - Epoch [85][20/25] lr: 1.000e-03, eta: 22:45:04, time: 0.540, data_time: 0.037, memory: 6352, loss_activity: 0.4727, loss_completeness: 0.0863, loss_reg: 0.0367, loss: 0.5957, grad_norm: 10.4876 2020-10-05 19:37:38,822 - mmaction - INFO - Epoch [85][21/25] lr: 1.000e-03, eta: 22:44:20, time: 0.612, data_time: 0.085, memory: 6352, loss_activity: 0.7040, loss_completeness: 0.0847, loss_reg: 0.0395, loss: 0.8282, grad_norm: 13.9064 2020-10-05 19:37:39,348 - mmaction - INFO - Epoch [85][22/25] lr: 1.000e-03, eta: 22:43:36, time: 0.512, data_time: 0.041, memory: 6352, loss_activity: 0.3747, loss_completeness: 0.0931, loss_reg: 0.0743, loss: 0.5421, grad_norm: 9.9494 2020-10-05 19:37:39,786 - mmaction - INFO - Epoch [85][23/25] lr: 1.000e-03, eta: 22:42:52, time: 0.456, data_time: 0.025, memory: 6352, loss_activity: 0.2756, loss_completeness: 0.0903, loss_reg: 0.0387, loss: 0.4046, grad_norm: 12.9831 2020-10-05 19:37:40,190 - mmaction - INFO - Epoch [85][24/25] lr: 1.000e-03, eta: 22:42:08, time: 0.403, data_time: 0.006, memory: 6352, loss_activity: 0.3174, loss_completeness: 0.1167, loss_reg: 0.0584, loss: 0.4925, grad_norm: 11.6110 2020-10-05 19:37:40,600 - mmaction - INFO - Epoch [85][25/25] lr: 1.000e-03, eta: 22:41:23, time: 0.410, data_time: 0.008, memory: 6352, loss_activity: 0.3206, loss_completeness: 0.0813, loss_reg: 0.0294, loss: 0.4314, grad_norm: 13.4351 2020-10-05 19:37:48,506 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-10-05 19:37:48,878 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:40:51,712 - mmaction - INFO - Epoch [86][1/25] lr: 1.000e-03, eta: 22:55:28, time: 182.588, data_time: 178.105, memory: 6352, loss_activity: 0.5779, loss_completeness: 0.0824, loss_reg: 0.0569, loss: 0.7171, grad_norm: 12.7730 2020-10-05 19:40:52,375 - mmaction - INFO - Epoch [86][2/25] lr: 1.000e-03, eta: 22:54:45, time: 0.785, data_time: 0.354, memory: 6352, loss_activity: 0.2976, loss_completeness: 0.0906, loss_reg: 0.0741, loss: 0.4623, grad_norm: 8.6310 2020-10-05 19:40:52,871 - mmaction - INFO - Epoch [86][3/25] lr: 1.000e-03, eta: 22:54:01, time: 0.539, data_time: 0.129, memory: 6352, loss_activity: 0.3829, loss_completeness: 0.0766, loss_reg: 0.0406, loss: 0.5001, grad_norm: 8.0070 2020-10-05 19:40:53,428 - mmaction - INFO - Epoch [86][4/25] lr: 1.000e-03, eta: 22:53:17, time: 0.605, data_time: 0.085, memory: 6352, loss_activity: 0.1715, loss_completeness: 0.0712, loss_reg: 0.0669, loss: 0.3096, grad_norm: 7.4264 2020-10-05 19:40:53,919 - mmaction - INFO - Epoch [86][5/25] lr: 1.000e-03, eta: 22:52:33, time: 0.496, data_time: 0.037, memory: 6352, loss_activity: 0.2590, loss_completeness: 0.0649, loss_reg: 0.0398, loss: 0.3638, grad_norm: 9.3629 2020-10-05 19:40:54,442 - mmaction - INFO - Epoch [86][6/25] lr: 1.000e-03, eta: 22:51:49, time: 0.514, data_time: 0.032, memory: 6352, loss_activity: 0.4796, loss_completeness: 0.0855, loss_reg: 0.0253, loss: 0.5905, grad_norm: 16.2071 2020-10-05 19:40:55,085 - mmaction - INFO - Epoch [86][7/25] lr: 1.000e-03, eta: 22:51:05, time: 0.617, data_time: 0.076, memory: 6352, loss_activity: 0.2226, loss_completeness: 0.0716, loss_reg: 0.0550, loss: 0.3492, grad_norm: 8.1224 2020-10-05 19:40:55,587 - mmaction - INFO - Epoch [86][8/25] lr: 1.000e-03, eta: 22:50:21, time: 0.519, data_time: 0.083, memory: 6352, loss_activity: 0.0706, loss_completeness: 0.0811, loss_reg: 0.0391, loss: 0.1908, grad_norm: 5.7309 2020-10-05 19:40:56,132 - mmaction - INFO - Epoch [86][9/25] lr: 1.000e-03, eta: 22:49:38, time: 0.528, data_time: 0.050, memory: 6352, loss_activity: 0.0785, loss_completeness: 0.0833, loss_reg: 0.0375, loss: 0.1993, grad_norm: 5.3393 2020-10-05 19:40:56,700 - mmaction - INFO - Epoch [86][10/25] lr: 1.000e-03, eta: 22:48:54, time: 0.606, data_time: 0.068, memory: 6352, loss_activity: 0.1557, loss_completeness: 0.0586, loss_reg: 0.0662, loss: 0.2806, grad_norm: 7.9857 2020-10-05 19:40:57,325 - mmaction - INFO - Epoch [86][11/25] lr: 1.000e-03, eta: 22:48:11, time: 0.592, data_time: 0.035, memory: 6352, loss_activity: 0.3117, loss_completeness: 0.0801, loss_reg: 0.0218, loss: 0.4136, grad_norm: 11.7095 2020-10-05 19:40:57,900 - mmaction - INFO - Epoch [86][12/25] lr: 1.000e-03, eta: 22:47:27, time: 0.542, data_time: 0.070, memory: 6352, loss_activity: 0.4456, loss_completeness: 0.0847, loss_reg: 0.0463, loss: 0.5765, grad_norm: 12.8945 2020-10-05 19:40:58,473 - mmaction - INFO - Epoch [86][13/25] lr: 1.000e-03, eta: 22:46:44, time: 0.641, data_time: 0.099, memory: 6352, loss_activity: 0.0399, loss_completeness: 0.0836, loss_reg: 0.0413, loss: 0.1648, grad_norm: 5.9523 2020-10-05 19:40:59,101 - mmaction - INFO - Epoch [86][14/25] lr: 1.000e-03, eta: 22:46:00, time: 0.623, data_time: 0.030, memory: 6352, loss_activity: 0.2140, loss_completeness: 0.1106, loss_reg: 0.0582, loss: 0.3828, grad_norm: 11.7259 2020-10-05 19:40:59,611 - mmaction - INFO - Epoch [86][15/25] lr: 1.000e-03, eta: 22:45:16, time: 0.441, data_time: 0.032, memory: 6352, loss_activity: 0.3074, loss_completeness: 0.0852, loss_reg: 0.0424, loss: 0.4349, grad_norm: 12.7083 2020-10-05 19:41:00,092 - mmaction - INFO - Epoch [86][16/25] lr: 1.000e-03, eta: 22:44:33, time: 0.553, data_time: 0.102, memory: 6352, loss_activity: 0.2166, loss_completeness: 0.0946, loss_reg: 0.0354, loss: 0.3466, grad_norm: 9.6963 2020-10-05 19:41:00,552 - mmaction - INFO - Epoch [86][17/25] lr: 1.000e-03, eta: 22:43:49, time: 0.470, data_time: 0.039, memory: 6352, loss_activity: 0.4080, loss_completeness: 0.0940, loss_reg: 0.0787, loss: 0.5808, grad_norm: 11.5300 2020-10-05 19:41:01,199 - mmaction - INFO - Epoch [86][18/25] lr: 1.000e-03, eta: 22:43:06, time: 0.607, data_time: 0.017, memory: 6352, loss_activity: 0.1829, loss_completeness: 0.0833, loss_reg: 0.0465, loss: 0.3127, grad_norm: 7.9570 2020-10-05 19:41:01,661 - mmaction - INFO - Epoch [86][19/25] lr: 1.000e-03, eta: 22:42:22, time: 0.500, data_time: 0.065, memory: 6352, loss_activity: 0.3480, loss_completeness: 0.0797, loss_reg: 0.0415, loss: 0.4693, grad_norm: 16.7219 2020-10-05 19:41:02,310 - mmaction - INFO - Epoch [86][20/25] lr: 1.000e-03, eta: 22:41:39, time: 0.663, data_time: 0.019, memory: 6352, loss_activity: 0.3782, loss_completeness: 0.0954, loss_reg: 0.0458, loss: 0.5194, grad_norm: 12.0786 2020-10-05 19:41:02,914 - mmaction - INFO - Epoch [86][21/25] lr: 1.000e-03, eta: 22:40:56, time: 0.537, data_time: 0.067, memory: 6352, loss_activity: 0.2298, loss_completeness: 0.0977, loss_reg: 0.0555, loss: 0.3830, grad_norm: 9.7794 2020-10-05 19:41:03,374 - mmaction - INFO - Epoch [86][22/25] lr: 1.000e-03, eta: 22:40:13, time: 0.519, data_time: 0.113, memory: 6352, loss_activity: 0.1629, loss_completeness: 0.0783, loss_reg: 0.0391, loss: 0.2803, grad_norm: 10.9449 2020-10-05 19:41:03,798 - mmaction - INFO - Epoch [86][23/25] lr: 1.000e-03, eta: 22:39:29, time: 0.431, data_time: 0.014, memory: 6352, loss_activity: 0.3949, loss_completeness: 0.0723, loss_reg: 0.0197, loss: 0.4869, grad_norm: 10.5379 2020-10-05 19:41:04,206 - mmaction - INFO - Epoch [86][24/25] lr: 1.000e-03, eta: 22:38:45, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.5411, loss_completeness: 0.0701, loss_reg: 0.0637, loss: 0.6749, grad_norm: 13.9991 2020-10-05 19:41:04,617 - mmaction - INFO - Epoch [86][25/25] lr: 1.000e-03, eta: 22:38:01, time: 0.412, data_time: 0.006, memory: 6352, loss_activity: 0.2136, loss_completeness: 0.0685, loss_reg: 0.0322, loss: 0.3143, grad_norm: 8.5299 2020-10-05 19:41:12,567 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:44:18,357 - mmaction - INFO - Epoch [87][1/25] lr: 1.000e-03, eta: 22:52:08, time: 185.561, data_time: 181.403, memory: 6352, loss_activity: 0.4658, loss_completeness: 0.0894, loss_reg: 0.1068, loss: 0.6620, grad_norm: 12.9586 2020-10-05 19:44:19,022 - mmaction - INFO - Epoch [87][2/25] lr: 1.000e-03, eta: 22:51:26, time: 0.739, data_time: 0.328, memory: 6352, loss_activity: 0.2801, loss_completeness: 0.0757, loss_reg: 0.0475, loss: 0.4032, grad_norm: 9.6220 2020-10-05 19:44:19,567 - mmaction - INFO - Epoch [87][3/25] lr: 1.000e-03, eta: 22:50:42, time: 0.628, data_time: 0.172, memory: 6352, loss_activity: 0.3529, loss_completeness: 0.0805, loss_reg: 0.0681, loss: 0.5016, grad_norm: 11.1874 2020-10-05 19:44:20,145 - mmaction - INFO - Epoch [87][4/25] lr: 1.000e-03, eta: 22:49:59, time: 0.603, data_time: 0.101, memory: 6352, loss_activity: 0.2312, loss_completeness: 0.0821, loss_reg: 0.0547, loss: 0.3680, grad_norm: 11.0101 2020-10-05 19:44:20,617 - mmaction - INFO - Epoch [87][5/25] lr: 1.000e-03, eta: 22:49:16, time: 0.513, data_time: 0.069, memory: 6352, loss_activity: 0.1539, loss_completeness: 0.0817, loss_reg: 0.0387, loss: 0.2743, grad_norm: 5.7155 2020-10-05 19:44:21,145 - mmaction - INFO - Epoch [87][6/25] lr: 1.000e-03, eta: 22:48:32, time: 0.515, data_time: 0.057, memory: 6352, loss_activity: 0.2830, loss_completeness: 0.0941, loss_reg: 0.0743, loss: 0.4514, grad_norm: 8.0874 2020-10-05 19:44:21,785 - mmaction - INFO - Epoch [87][7/25] lr: 1.000e-03, eta: 22:47:49, time: 0.600, data_time: 0.024, memory: 6352, loss_activity: 0.3314, loss_completeness: 0.1153, loss_reg: 0.0651, loss: 0.5118, grad_norm: 14.0030 2020-10-05 19:44:22,369 - mmaction - INFO - Epoch [87][8/25] lr: 1.000e-03, eta: 22:47:06, time: 0.606, data_time: 0.084, memory: 6352, loss_activity: 0.7348, loss_completeness: 0.0546, loss_reg: 0.0400, loss: 0.8294, grad_norm: 18.2457 2020-10-05 19:44:22,940 - mmaction - INFO - Epoch [87][9/25] lr: 1.000e-03, eta: 22:46:22, time: 0.520, data_time: 0.049, memory: 6352, loss_activity: 0.1648, loss_completeness: 0.1086, loss_reg: 0.1483, loss: 0.4217, grad_norm: 7.7205 2020-10-05 19:44:23,404 - mmaction - INFO - Epoch [87][10/25] lr: 1.000e-03, eta: 22:45:39, time: 0.520, data_time: 0.094, memory: 6352, loss_activity: 0.3475, loss_completeness: 0.1009, loss_reg: 0.0378, loss: 0.4862, grad_norm: 12.1220 2020-10-05 19:44:23,874 - mmaction - INFO - Epoch [87][11/25] lr: 1.000e-03, eta: 22:44:56, time: 0.489, data_time: 0.034, memory: 6352, loss_activity: 0.4206, loss_completeness: 0.0846, loss_reg: 0.0550, loss: 0.5602, grad_norm: 10.7968 2020-10-05 19:44:24,543 - mmaction - INFO - Epoch [87][12/25] lr: 1.000e-03, eta: 22:44:13, time: 0.675, data_time: 0.014, memory: 6352, loss_activity: 0.4040, loss_completeness: 0.0663, loss_reg: 0.0582, loss: 0.5284, grad_norm: 14.4672 2020-10-05 19:44:25,067 - mmaction - INFO - Epoch [87][13/25] lr: 1.000e-03, eta: 22:43:29, time: 0.464, data_time: 0.010, memory: 6352, loss_activity: 0.6188, loss_completeness: 0.0821, loss_reg: 0.0706, loss: 0.7715, grad_norm: 13.3942 2020-10-05 19:44:25,606 - mmaction - INFO - Epoch [87][14/25] lr: 1.000e-03, eta: 22:42:47, time: 0.602, data_time: 0.068, memory: 6352, loss_activity: 0.3569, loss_completeness: 0.0853, loss_reg: 0.0990, loss: 0.5412, grad_norm: 11.9628 2020-10-05 19:44:26,194 - mmaction - INFO - Epoch [87][15/25] lr: 1.000e-03, eta: 22:42:03, time: 0.476, data_time: 0.006, memory: 6352, loss_activity: 0.3836, loss_completeness: 0.0721, loss_reg: 0.0421, loss: 0.4979, grad_norm: 13.1125 2020-10-05 19:44:26,770 - mmaction - INFO - Epoch [87][16/25] lr: 1.000e-03, eta: 22:41:20, time: 0.573, data_time: 0.119, memory: 6352, loss_activity: 0.3348, loss_completeness: 0.0815, loss_reg: 0.0420, loss: 0.4583, grad_norm: 15.6685 2020-10-05 19:44:27,268 - mmaction - INFO - Epoch [87][17/25] lr: 1.000e-03, eta: 22:40:38, time: 0.613, data_time: 0.120, memory: 6352, loss_activity: 0.0908, loss_completeness: 0.0930, loss_reg: 0.0757, loss: 0.2595, grad_norm: 5.9079 2020-10-05 19:44:27,819 - mmaction - INFO - Epoch [87][18/25] lr: 1.000e-03, eta: 22:39:55, time: 0.524, data_time: 0.008, memory: 6352, loss_activity: 0.4671, loss_completeness: 0.0776, loss_reg: 0.0623, loss: 0.6070, grad_norm: 9.8895 2020-10-05 19:44:28,350 - mmaction - INFO - Epoch [87][19/25] lr: 1.000e-03, eta: 22:39:12, time: 0.558, data_time: 0.035, memory: 6352, loss_activity: 0.1132, loss_completeness: 0.0644, loss_reg: 0.0309, loss: 0.2085, grad_norm: 4.5320 2020-10-05 19:44:29,032 - mmaction - INFO - Epoch [87][20/25] lr: 1.000e-03, eta: 22:38:29, time: 0.623, data_time: 0.005, memory: 6352, loss_activity: 0.8734, loss_completeness: 0.0774, loss_reg: 0.0405, loss: 0.9913, grad_norm: 18.0246 2020-10-05 19:44:29,600 - mmaction - INFO - Epoch [87][21/25] lr: 1.000e-03, eta: 22:37:47, time: 0.608, data_time: 0.116, memory: 6352, loss_activity: 0.2109, loss_completeness: 0.0649, loss_reg: 0.0397, loss: 0.3156, grad_norm: 6.8647 2020-10-05 19:44:30,056 - mmaction - INFO - Epoch [87][22/25] lr: 1.000e-03, eta: 22:37:03, time: 0.474, data_time: 0.058, memory: 6352, loss_activity: 0.0950, loss_completeness: 0.0725, loss_reg: 0.0510, loss: 0.2184, grad_norm: 5.5616 2020-10-05 19:44:30,472 - mmaction - INFO - Epoch [87][23/25] lr: 1.000e-03, eta: 22:36:20, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.7251, loss_completeness: 0.0772, loss_reg: 0.0361, loss: 0.8383, grad_norm: 15.5953 2020-10-05 19:44:30,882 - mmaction - INFO - Epoch [87][24/25] lr: 1.000e-03, eta: 22:35:37, time: 0.417, data_time: 0.011, memory: 6352, loss_activity: 0.2563, loss_completeness: 0.0562, loss_reg: 0.0557, loss: 0.3682, grad_norm: 9.2408 2020-10-05 19:44:31,294 - mmaction - INFO - Epoch [87][25/25] lr: 1.000e-03, eta: 22:34:53, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.2464, loss_completeness: 0.0849, loss_reg: 0.0484, loss: 0.3796, grad_norm: 9.9201 2020-10-05 19:44:42,096 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:47:47,326 - mmaction - INFO - Epoch [88][1/25] lr: 1.000e-03, eta: 22:48:47, time: 185.157, data_time: 178.960, memory: 6352, loss_activity: 0.1516, loss_completeness: 0.0819, loss_reg: 0.0457, loss: 0.2791, grad_norm: 5.5427 2020-10-05 19:47:47,999 - mmaction - INFO - Epoch [88][2/25] lr: 1.000e-03, eta: 22:48:04, time: 0.641, data_time: 0.164, memory: 6352, loss_activity: 0.4818, loss_completeness: 0.0777, loss_reg: 0.0392, loss: 0.5987, grad_norm: 13.9360 2020-10-05 19:47:48,548 - mmaction - INFO - Epoch [88][3/25] lr: 1.000e-03, eta: 22:47:21, time: 0.572, data_time: 0.124, memory: 6352, loss_activity: 0.1760, loss_completeness: 0.0657, loss_reg: 0.0532, loss: 0.2950, grad_norm: 9.9731 2020-10-05 19:47:49,110 - mmaction - INFO - Epoch [88][4/25] lr: 1.000e-03, eta: 22:46:38, time: 0.539, data_time: 0.085, memory: 6352, loss_activity: 0.3574, loss_completeness: 0.0574, loss_reg: 0.0513, loss: 0.4661, grad_norm: 9.4488 2020-10-05 19:47:49,711 - mmaction - INFO - Epoch [88][5/25] lr: 1.000e-03, eta: 22:45:55, time: 0.609, data_time: 0.118, memory: 6352, loss_activity: 0.5262, loss_completeness: 0.1023, loss_reg: 0.0668, loss: 0.6952, grad_norm: 9.5098 2020-10-05 19:47:50,208 - mmaction - INFO - Epoch [88][6/25] lr: 1.000e-03, eta: 22:45:13, time: 0.591, data_time: 0.112, memory: 6352, loss_activity: 0.6186, loss_completeness: 0.0825, loss_reg: 0.0391, loss: 0.7403, grad_norm: 12.8094 2020-10-05 19:47:50,780 - mmaction - INFO - Epoch [88][7/25] lr: 1.000e-03, eta: 22:44:30, time: 0.551, data_time: 0.006, memory: 6352, loss_activity: 0.3312, loss_completeness: 0.0863, loss_reg: 0.0787, loss: 0.4961, grad_norm: 11.6787 2020-10-05 19:47:51,343 - mmaction - INFO - Epoch [88][8/25] lr: 1.000e-03, eta: 22:43:47, time: 0.585, data_time: 0.027, memory: 6352, loss_activity: 0.2190, loss_completeness: 0.0829, loss_reg: 0.0711, loss: 0.3730, grad_norm: 7.6773 2020-10-05 19:47:51,850 - mmaction - INFO - Epoch [88][9/25] lr: 1.000e-03, eta: 22:43:04, time: 0.504, data_time: 0.012, memory: 6352, loss_activity: 0.2536, loss_completeness: 0.1057, loss_reg: 0.0627, loss: 0.4220, grad_norm: 6.8772 2020-10-05 19:47:52,503 - mmaction - INFO - Epoch [88][10/25] lr: 1.000e-03, eta: 22:42:21, time: 0.568, data_time: 0.009, memory: 6352, loss_activity: 0.2817, loss_completeness: 0.0969, loss_reg: 0.0500, loss: 0.4286, grad_norm: 9.2566 2020-10-05 19:47:52,992 - mmaction - INFO - Epoch [88][11/25] lr: 1.000e-03, eta: 22:41:39, time: 0.534, data_time: 0.094, memory: 6352, loss_activity: 0.4404, loss_completeness: 0.1092, loss_reg: 0.0398, loss: 0.5894, grad_norm: 10.1752 2020-10-05 19:47:53,494 - mmaction - INFO - Epoch [88][12/25] lr: 1.000e-03, eta: 22:40:56, time: 0.545, data_time: 0.049, memory: 6352, loss_activity: 0.1300, loss_completeness: 0.0676, loss_reg: 0.0635, loss: 0.2611, grad_norm: 6.2449 2020-10-05 19:47:54,099 - mmaction - INFO - Epoch [88][13/25] lr: 1.000e-03, eta: 22:40:13, time: 0.567, data_time: 0.007, memory: 6352, loss_activity: 0.1425, loss_completeness: 0.0665, loss_reg: 0.0396, loss: 0.2486, grad_norm: 5.8231 2020-10-05 19:47:54,629 - mmaction - INFO - Epoch [88][14/25] lr: 1.000e-03, eta: 22:39:31, time: 0.506, data_time: 0.044, memory: 6352, loss_activity: 0.3282, loss_completeness: 0.0646, loss_reg: 0.0479, loss: 0.4408, grad_norm: 8.8177 2020-10-05 19:47:55,200 - mmaction - INFO - Epoch [88][15/25] lr: 1.000e-03, eta: 22:38:48, time: 0.481, data_time: 0.071, memory: 6352, loss_activity: 0.2611, loss_completeness: 0.0737, loss_reg: 0.0422, loss: 0.3770, grad_norm: 8.3115 2020-10-05 19:47:55,652 - mmaction - INFO - Epoch [88][16/25] lr: 1.000e-03, eta: 22:38:05, time: 0.567, data_time: 0.160, memory: 6352, loss_activity: 0.2300, loss_completeness: 0.0809, loss_reg: 0.0215, loss: 0.3324, grad_norm: 12.9426 2020-10-05 19:47:56,190 - mmaction - INFO - Epoch [88][17/25] lr: 1.000e-03, eta: 22:37:23, time: 0.574, data_time: 0.045, memory: 6352, loss_activity: 0.5329, loss_completeness: 0.0691, loss_reg: 0.0249, loss: 0.6269, grad_norm: 17.0239 2020-10-05 19:47:56,753 - mmaction - INFO - Epoch [88][18/25] lr: 1.000e-03, eta: 22:36:40, time: 0.563, data_time: 0.008, memory: 6352, loss_activity: 0.0449, loss_completeness: 0.0816, loss_reg: 0.0341, loss: 0.1606, grad_norm: 4.4485 2020-10-05 19:47:57,279 - mmaction - INFO - Epoch [88][19/25] lr: 1.000e-03, eta: 22:35:58, time: 0.512, data_time: 0.009, memory: 6352, loss_activity: 0.2310, loss_completeness: 0.0865, loss_reg: 0.0353, loss: 0.3528, grad_norm: 8.2593 2020-10-05 19:47:57,742 - mmaction - INFO - Epoch [88][20/25] lr: 1.000e-03, eta: 22:35:15, time: 0.460, data_time: 0.022, memory: 6352, loss_activity: 0.4733, loss_completeness: 0.0995, loss_reg: 0.0556, loss: 0.6284, grad_norm: 15.3831 2020-10-05 19:47:58,451 - mmaction - INFO - Epoch [88][21/25] lr: 1.000e-03, eta: 22:34:33, time: 0.706, data_time: 0.086, memory: 6352, loss_activity: 0.1253, loss_completeness: 0.0655, loss_reg: 0.0480, loss: 0.2388, grad_norm: 7.0645 2020-10-05 19:47:58,933 - mmaction - INFO - Epoch [88][22/25] lr: 1.000e-03, eta: 22:33:51, time: 0.501, data_time: 0.090, memory: 6352, loss_activity: 0.3441, loss_completeness: 0.0612, loss_reg: 0.0440, loss: 0.4492, grad_norm: 15.5010 2020-10-05 19:47:59,356 - mmaction - INFO - Epoch [88][23/25] lr: 1.000e-03, eta: 22:33:08, time: 0.424, data_time: 0.012, memory: 6352, loss_activity: 0.1764, loss_completeness: 0.0808, loss_reg: 0.0868, loss: 0.3440, grad_norm: 6.1539 2020-10-05 19:47:59,765 - mmaction - INFO - Epoch [88][24/25] lr: 1.000e-03, eta: 22:32:25, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.1717, loss_completeness: 0.0801, loss_reg: 0.0510, loss: 0.3028, grad_norm: 13.1214 2020-10-05 19:48:00,175 - mmaction - INFO - Epoch [88][25/25] lr: 1.000e-03, eta: 22:31:42, time: 0.410, data_time: 0.009, memory: 6352, loss_activity: 0.2625, loss_completeness: 0.0688, loss_reg: 0.0256, loss: 0.3569, grad_norm: 9.3805 2020-10-05 19:48:07,975 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:51:17,429 - mmaction - INFO - Epoch [89][1/25] lr: 1.000e-03, eta: 22:45:43, time: 189.222, data_time: 183.388, memory: 6352, loss_activity: 0.2195, loss_completeness: 0.0937, loss_reg: 0.1001, loss: 0.4134, grad_norm: 14.0093 2020-10-05 19:51:18,120 - mmaction - INFO - Epoch [89][2/25] lr: 1.000e-03, eta: 22:45:02, time: 0.824, data_time: 0.334, memory: 6352, loss_activity: 0.5208, loss_completeness: 0.0894, loss_reg: 0.0222, loss: 0.6324, grad_norm: 13.9989 2020-10-05 19:51:18,579 - mmaction - INFO - Epoch [89][3/25] lr: 1.000e-03, eta: 22:44:19, time: 0.511, data_time: 0.100, memory: 6352, loss_activity: 0.4027, loss_completeness: 0.0797, loss_reg: 0.0520, loss: 0.5344, grad_norm: 11.2565 2020-10-05 19:51:19,160 - mmaction - INFO - Epoch [89][4/25] lr: 1.000e-03, eta: 22:43:36, time: 0.540, data_time: 0.053, memory: 6352, loss_activity: 0.4719, loss_completeness: 0.0872, loss_reg: 0.0335, loss: 0.5926, grad_norm: 10.4248 2020-10-05 19:51:19,774 - mmaction - INFO - Epoch [89][5/25] lr: 1.000e-03, eta: 22:42:54, time: 0.578, data_time: 0.094, memory: 6352, loss_activity: 0.2014, loss_completeness: 0.0685, loss_reg: 0.0899, loss: 0.3597, grad_norm: 10.9397 2020-10-05 19:51:20,294 - mmaction - INFO - Epoch [89][6/25] lr: 1.000e-03, eta: 22:42:12, time: 0.577, data_time: 0.134, memory: 6352, loss_activity: 0.3706, loss_completeness: 0.0899, loss_reg: 0.0504, loss: 0.5108, grad_norm: 14.3341 2020-10-05 19:51:20,759 - mmaction - INFO - Epoch [89][7/25] lr: 1.000e-03, eta: 22:41:29, time: 0.527, data_time: 0.073, memory: 6352, loss_activity: 0.5819, loss_completeness: 0.1030, loss_reg: 0.0339, loss: 0.7187, grad_norm: 15.9157 2020-10-05 19:51:21,302 - mmaction - INFO - Epoch [89][8/25] lr: 1.000e-03, eta: 22:40:47, time: 0.519, data_time: 0.043, memory: 6352, loss_activity: 0.3755, loss_completeness: 0.0741, loss_reg: 0.0507, loss: 0.5003, grad_norm: 9.9597 2020-10-05 19:51:21,940 - mmaction - INFO - Epoch [89][9/25] lr: 1.000e-03, eta: 22:40:05, time: 0.599, data_time: 0.029, memory: 6352, loss_activity: 0.0532, loss_completeness: 0.0954, loss_reg: 0.0629, loss: 0.2114, grad_norm: 5.3634 2020-10-05 19:51:22,381 - mmaction - INFO - Epoch [89][10/25] lr: 1.000e-03, eta: 22:39:22, time: 0.505, data_time: 0.070, memory: 6352, loss_activity: 0.4354, loss_completeness: 0.0701, loss_reg: 0.0590, loss: 0.5645, grad_norm: 11.6413 2020-10-05 19:51:23,004 - mmaction - INFO - Epoch [89][11/25] lr: 1.000e-03, eta: 22:38:40, time: 0.624, data_time: 0.009, memory: 6352, loss_activity: 0.1120, loss_completeness: 0.0601, loss_reg: 0.0572, loss: 0.2294, grad_norm: 8.8010 2020-10-05 19:51:23,474 - mmaction - INFO - Epoch [89][12/25] lr: 1.000e-03, eta: 22:37:58, time: 0.449, data_time: 0.015, memory: 6352, loss_activity: 0.2452, loss_completeness: 0.0790, loss_reg: 0.0235, loss: 0.3477, grad_norm: 11.4021 2020-10-05 19:51:24,089 - mmaction - INFO - Epoch [89][13/25] lr: 1.000e-03, eta: 22:37:16, time: 0.585, data_time: 0.027, memory: 6352, loss_activity: 0.5269, loss_completeness: 0.0709, loss_reg: 0.0680, loss: 0.6658, grad_norm: 12.2245 2020-10-05 19:51:24,705 - mmaction - INFO - Epoch [89][14/25] lr: 1.000e-03, eta: 22:36:34, time: 0.592, data_time: 0.083, memory: 6352, loss_activity: 0.1800, loss_completeness: 0.0838, loss_reg: 0.0616, loss: 0.3253, grad_norm: 7.2505 2020-10-05 19:51:25,240 - mmaction - INFO - Epoch [89][15/25] lr: 1.000e-03, eta: 22:35:52, time: 0.566, data_time: 0.081, memory: 6352, loss_activity: 0.3422, loss_completeness: 0.0991, loss_reg: 0.0815, loss: 0.5228, grad_norm: 10.1703 2020-10-05 19:51:25,776 - mmaction - INFO - Epoch [89][16/25] lr: 1.000e-03, eta: 22:35:09, time: 0.490, data_time: 0.050, memory: 6352, loss_activity: 0.2782, loss_completeness: 0.0878, loss_reg: 0.0284, loss: 0.3944, grad_norm: 8.7237 2020-10-05 19:51:26,338 - mmaction - INFO - Epoch [89][17/25] lr: 1.000e-03, eta: 22:34:28, time: 0.651, data_time: 0.094, memory: 6352, loss_activity: 0.5429, loss_completeness: 0.0891, loss_reg: 0.0689, loss: 0.7009, grad_norm: 11.6601 2020-10-05 19:51:26,937 - mmaction - INFO - Epoch [89][18/25] lr: 1.000e-03, eta: 22:33:46, time: 0.507, data_time: 0.015, memory: 6352, loss_activity: 0.4429, loss_completeness: 0.0818, loss_reg: 0.0481, loss: 0.5727, grad_norm: 15.2302 2020-10-05 19:51:27,501 - mmaction - INFO - Epoch [89][19/25] lr: 1.000e-03, eta: 22:33:04, time: 0.600, data_time: 0.103, memory: 6352, loss_activity: 0.7670, loss_completeness: 0.0925, loss_reg: 0.0932, loss: 0.9527, grad_norm: 26.1798 2020-10-05 19:51:28,121 - mmaction - INFO - Epoch [89][20/25] lr: 1.000e-03, eta: 22:32:22, time: 0.562, data_time: 0.130, memory: 6352, loss_activity: 0.2098, loss_completeness: 0.0791, loss_reg: 0.0645, loss: 0.3534, grad_norm: 11.2060 2020-10-05 19:51:28,725 - mmaction - INFO - Epoch [89][21/25] lr: 1.000e-03, eta: 22:31:40, time: 0.574, data_time: 0.168, memory: 6352, loss_activity: 0.0638, loss_completeness: 0.0524, loss_reg: 0.0573, loss: 0.1735, grad_norm: 4.6591 2020-10-05 19:51:29,129 - mmaction - INFO - Epoch [89][22/25] lr: 1.000e-03, eta: 22:30:58, time: 0.547, data_time: 0.151, memory: 6352, loss_activity: 0.6687, loss_completeness: 0.1022, loss_reg: 0.0361, loss: 0.8069, grad_norm: 15.2860 2020-10-05 19:51:29,539 - mmaction - INFO - Epoch [89][23/25] lr: 1.000e-03, eta: 22:30:16, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.3274, loss_completeness: 0.0851, loss_reg: 0.0142, loss: 0.4267, grad_norm: 9.0107 2020-10-05 19:51:29,957 - mmaction - INFO - Epoch [89][24/25] lr: 1.000e-03, eta: 22:29:33, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.0863, loss_completeness: 0.0830, loss_reg: 0.0273, loss: 0.1966, grad_norm: 6.4144 2020-10-05 19:51:30,368 - mmaction - INFO - Epoch [89][25/25] lr: 1.000e-03, eta: 22:28:51, time: 0.420, data_time: 0.015, memory: 6352, loss_activity: 0.2189, loss_completeness: 0.0857, loss_reg: 0.0734, loss: 0.3780, grad_norm: 8.9817 2020-10-05 19:51:38,284 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:54:50,307 - mmaction - INFO - Epoch [90][1/25] lr: 1.000e-03, eta: 22:42:52, time: 191.779, data_time: 185.512, memory: 6352, loss_activity: 0.3031, loss_completeness: 0.0783, loss_reg: 0.0221, loss: 0.4035, grad_norm: 11.1337 2020-10-05 19:54:51,020 - mmaction - INFO - Epoch [90][2/25] lr: 1.000e-03, eta: 22:42:11, time: 0.899, data_time: 0.401, memory: 6352, loss_activity: 0.4260, loss_completeness: 0.0645, loss_reg: 0.0467, loss: 0.5372, grad_norm: 11.3469 2020-10-05 19:54:51,578 - mmaction - INFO - Epoch [90][3/25] lr: 1.000e-03, eta: 22:41:29, time: 0.505, data_time: 0.080, memory: 6352, loss_activity: 0.4165, loss_completeness: 0.0856, loss_reg: 0.0996, loss: 0.6017, grad_norm: 11.7530 2020-10-05 19:54:52,080 - mmaction - INFO - Epoch [90][4/25] lr: 1.000e-03, eta: 22:40:47, time: 0.580, data_time: 0.127, memory: 6352, loss_activity: 0.4194, loss_completeness: 0.1068, loss_reg: 0.0651, loss: 0.5913, grad_norm: 13.7502 2020-10-05 19:54:52,632 - mmaction - INFO - Epoch [90][5/25] lr: 1.000e-03, eta: 22:40:05, time: 0.470, data_time: 0.037, memory: 6352, loss_activity: 0.0991, loss_completeness: 0.0936, loss_reg: 0.0780, loss: 0.2707, grad_norm: 5.2040 2020-10-05 19:54:53,158 - mmaction - INFO - Epoch [90][6/25] lr: 1.000e-03, eta: 22:39:23, time: 0.590, data_time: 0.146, memory: 6352, loss_activity: 0.2714, loss_completeness: 0.0750, loss_reg: 0.0487, loss: 0.3950, grad_norm: 9.5271 2020-10-05 19:54:53,706 - mmaction - INFO - Epoch [90][7/25] lr: 1.000e-03, eta: 22:38:41, time: 0.561, data_time: 0.070, memory: 6352, loss_activity: 0.5277, loss_completeness: 0.0628, loss_reg: 0.0678, loss: 0.6583, grad_norm: 13.5858 2020-10-05 19:54:54,281 - mmaction - INFO - Epoch [90][8/25] lr: 1.000e-03, eta: 22:37:59, time: 0.546, data_time: 0.041, memory: 6352, loss_activity: 0.2194, loss_completeness: 0.1031, loss_reg: 0.0531, loss: 0.3756, grad_norm: 8.6188 2020-10-05 19:54:54,901 - mmaction - INFO - Epoch [90][9/25] lr: 1.000e-03, eta: 22:37:18, time: 0.594, data_time: 0.129, memory: 6352, loss_activity: 0.2327, loss_completeness: 0.0783, loss_reg: 0.0802, loss: 0.3913, grad_norm: 9.2630 2020-10-05 19:54:55,426 - mmaction - INFO - Epoch [90][10/25] lr: 1.000e-03, eta: 22:36:36, time: 0.588, data_time: 0.094, memory: 6352, loss_activity: 0.3294, loss_completeness: 0.0592, loss_reg: 0.0649, loss: 0.4535, grad_norm: 10.7679 2020-10-05 19:54:55,937 - mmaction - INFO - Epoch [90][11/25] lr: 1.000e-03, eta: 22:35:54, time: 0.467, data_time: 0.032, memory: 6352, loss_activity: 0.2703, loss_completeness: 0.0597, loss_reg: 0.0839, loss: 0.4140, grad_norm: 10.8626 2020-10-05 19:54:56,430 - mmaction - INFO - Epoch [90][12/25] lr: 1.000e-03, eta: 22:35:12, time: 0.517, data_time: 0.077, memory: 6352, loss_activity: 0.2272, loss_completeness: 0.0972, loss_reg: 0.1162, loss: 0.4405, grad_norm: 14.7499 2020-10-05 19:54:56,982 - mmaction - INFO - Epoch [90][13/25] lr: 1.000e-03, eta: 22:34:30, time: 0.564, data_time: 0.053, memory: 6352, loss_activity: 0.5525, loss_completeness: 0.0825, loss_reg: 0.0355, loss: 0.6705, grad_norm: 12.6157 2020-10-05 19:54:57,599 - mmaction - INFO - Epoch [90][14/25] lr: 1.000e-03, eta: 22:33:49, time: 0.581, data_time: 0.039, memory: 6352, loss_activity: 0.8527, loss_completeness: 0.0923, loss_reg: 0.0932, loss: 1.0382, grad_norm: 20.1813 2020-10-05 19:54:58,139 - mmaction - INFO - Epoch [90][15/25] lr: 1.000e-03, eta: 22:33:07, time: 0.574, data_time: 0.077, memory: 6352, loss_activity: 0.3636, loss_completeness: 0.0639, loss_reg: 0.0867, loss: 0.5142, grad_norm: 13.6676 2020-10-05 19:54:58,651 - mmaction - INFO - Epoch [90][16/25] lr: 1.000e-03, eta: 22:32:25, time: 0.539, data_time: 0.042, memory: 6352, loss_activity: 0.2357, loss_completeness: 0.0673, loss_reg: 0.0285, loss: 0.3315, grad_norm: 6.7786 2020-10-05 19:54:59,176 - mmaction - INFO - Epoch [90][17/25] lr: 1.000e-03, eta: 22:31:44, time: 0.534, data_time: 0.019, memory: 6352, loss_activity: 0.2038, loss_completeness: 0.0850, loss_reg: 0.0698, loss: 0.3586, grad_norm: 5.6537 2020-10-05 19:54:59,796 - mmaction - INFO - Epoch [90][18/25] lr: 1.000e-03, eta: 22:31:02, time: 0.545, data_time: 0.007, memory: 6352, loss_activity: 0.1498, loss_completeness: 0.0800, loss_reg: 0.0668, loss: 0.2967, grad_norm: 6.3078 2020-10-05 19:55:00,362 - mmaction - INFO - Epoch [90][19/25] lr: 1.000e-03, eta: 22:30:21, time: 0.591, data_time: 0.087, memory: 6352, loss_activity: 0.2216, loss_completeness: 0.0742, loss_reg: 0.0626, loss: 0.3584, grad_norm: 7.3471 2020-10-05 19:55:01,016 - mmaction - INFO - Epoch [90][20/25] lr: 1.000e-03, eta: 22:29:39, time: 0.579, data_time: 0.096, memory: 6352, loss_activity: 0.3798, loss_completeness: 0.0956, loss_reg: 0.0212, loss: 0.4966, grad_norm: 8.8858 2020-10-05 19:55:01,600 - mmaction - INFO - Epoch [90][21/25] lr: 1.000e-03, eta: 22:28:58, time: 0.635, data_time: 0.226, memory: 6352, loss_activity: 0.3926, loss_completeness: 0.0801, loss_reg: 0.0376, loss: 0.5103, grad_norm: 11.6124 2020-10-05 19:55:02,062 - mmaction - INFO - Epoch [90][22/25] lr: 1.000e-03, eta: 22:28:17, time: 0.536, data_time: 0.079, memory: 6352, loss_activity: 0.4735, loss_completeness: 0.0682, loss_reg: 0.0554, loss: 0.5971, grad_norm: 14.2029 2020-10-05 19:55:02,478 - mmaction - INFO - Epoch [90][23/25] lr: 1.000e-03, eta: 22:27:35, time: 0.415, data_time: 0.014, memory: 6352, loss_activity: 0.2526, loss_completeness: 0.0578, loss_reg: 0.0183, loss: 0.3287, grad_norm: 9.1664 2020-10-05 19:55:02,886 - mmaction - INFO - Epoch [90][24/25] lr: 1.000e-03, eta: 22:26:53, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 0.2694, loss_completeness: 0.0931, loss_reg: 0.0309, loss: 0.3934, grad_norm: 11.2357 2020-10-05 19:55:03,296 - mmaction - INFO - Epoch [90][25/25] lr: 1.000e-03, eta: 22:26:11, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.5109, loss_completeness: 0.0951, loss_reg: 0.0402, loss: 0.6462, grad_norm: 12.2978 2020-10-05 19:55:12,225 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-10-05 19:55:12,744 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 19:58:20,243 - mmaction - INFO - Epoch [91][1/25] lr: 1.000e-03, eta: 22:39:40, time: 187.291, data_time: 181.586, memory: 6352, loss_activity: 0.3876, loss_completeness: 0.0859, loss_reg: 0.0552, loss: 0.5286, grad_norm: 16.5969 2020-10-05 19:58:20,930 - mmaction - INFO - Epoch [91][2/25] lr: 1.000e-03, eta: 22:38:59, time: 0.783, data_time: 0.331, memory: 6352, loss_activity: 0.3316, loss_completeness: 0.0730, loss_reg: 0.0822, loss: 0.4868, grad_norm: 6.6652 2020-10-05 19:58:21,421 - mmaction - INFO - Epoch [91][3/25] lr: 1.000e-03, eta: 22:38:18, time: 0.550, data_time: 0.119, memory: 6352, loss_activity: 0.2359, loss_completeness: 0.0819, loss_reg: 0.0326, loss: 0.3504, grad_norm: 15.5831 2020-10-05 19:58:21,881 - mmaction - INFO - Epoch [91][4/25] lr: 1.000e-03, eta: 22:37:36, time: 0.510, data_time: 0.074, memory: 6352, loss_activity: 0.1494, loss_completeness: 0.0580, loss_reg: 0.0279, loss: 0.2354, grad_norm: 6.4355 2020-10-05 19:58:22,418 - mmaction - INFO - Epoch [91][5/25] lr: 1.000e-03, eta: 22:36:54, time: 0.520, data_time: 0.007, memory: 6352, loss_activity: 0.2563, loss_completeness: 0.0859, loss_reg: 0.0499, loss: 0.3921, grad_norm: 10.1114 2020-10-05 19:58:23,083 - mmaction - INFO - Epoch [91][6/25] lr: 1.000e-03, eta: 22:36:13, time: 0.617, data_time: 0.023, memory: 6352, loss_activity: 0.0209, loss_completeness: 0.0599, loss_reg: 0.0476, loss: 0.1284, grad_norm: 3.8630 2020-10-05 19:58:23,568 - mmaction - INFO - Epoch [91][7/25] lr: 1.000e-03, eta: 22:35:31, time: 0.515, data_time: 0.072, memory: 6352, loss_activity: 0.2542, loss_completeness: 0.0650, loss_reg: 0.0354, loss: 0.3546, grad_norm: 9.3072 2020-10-05 19:58:24,162 - mmaction - INFO - Epoch [91][8/25] lr: 1.000e-03, eta: 22:34:50, time: 0.568, data_time: 0.040, memory: 6352, loss_activity: 0.0941, loss_completeness: 0.0867, loss_reg: 0.0609, loss: 0.2417, grad_norm: 6.1362 2020-10-05 19:58:24,753 - mmaction - INFO - Epoch [91][9/25] lr: 1.000e-03, eta: 22:34:08, time: 0.512, data_time: 0.065, memory: 6352, loss_activity: 0.2251, loss_completeness: 0.0796, loss_reg: 0.0577, loss: 0.3624, grad_norm: 9.4428 2020-10-05 19:58:25,250 - mmaction - INFO - Epoch [91][10/25] lr: 1.000e-03, eta: 22:33:27, time: 0.573, data_time: 0.147, memory: 6352, loss_activity: 0.1691, loss_completeness: 0.0861, loss_reg: 0.0884, loss: 0.3435, grad_norm: 11.1639 2020-10-05 19:58:25,869 - mmaction - INFO - Epoch [91][11/25] lr: 1.000e-03, eta: 22:32:46, time: 0.566, data_time: 0.072, memory: 6352, loss_activity: 0.1387, loss_completeness: 0.0747, loss_reg: 0.0622, loss: 0.2756, grad_norm: 7.7546 2020-10-05 19:58:26,423 - mmaction - INFO - Epoch [91][12/25] lr: 1.000e-03, eta: 22:32:05, time: 0.612, data_time: 0.123, memory: 6352, loss_activity: 0.3928, loss_completeness: 0.0770, loss_reg: 0.0533, loss: 0.5231, grad_norm: 11.2153 2020-10-05 19:58:26,887 - mmaction - INFO - Epoch [91][13/25] lr: 1.000e-03, eta: 22:31:23, time: 0.522, data_time: 0.087, memory: 6352, loss_activity: 0.1270, loss_completeness: 0.0832, loss_reg: 0.0460, loss: 0.2561, grad_norm: 8.5338 2020-10-05 19:58:27,423 - mmaction - INFO - Epoch [91][14/25] lr: 1.000e-03, eta: 22:30:42, time: 0.532, data_time: 0.006, memory: 6352, loss_activity: 0.1937, loss_completeness: 0.0675, loss_reg: 0.0740, loss: 0.3352, grad_norm: 10.4533 2020-10-05 19:58:27,953 - mmaction - INFO - Epoch [91][15/25] lr: 1.000e-03, eta: 22:30:01, time: 0.525, data_time: 0.023, memory: 6352, loss_activity: 0.2606, loss_completeness: 0.0920, loss_reg: 0.0584, loss: 0.4111, grad_norm: 14.5731 2020-10-05 19:58:28,633 - mmaction - INFO - Epoch [91][16/25] lr: 1.000e-03, eta: 22:29:20, time: 0.639, data_time: 0.015, memory: 6352, loss_activity: 0.3173, loss_completeness: 0.0717, loss_reg: 0.0327, loss: 0.4217, grad_norm: 15.5333 2020-10-05 19:58:29,202 - mmaction - INFO - Epoch [91][17/25] lr: 1.000e-03, eta: 22:28:39, time: 0.533, data_time: 0.077, memory: 6352, loss_activity: 0.4706, loss_completeness: 0.1151, loss_reg: 0.0936, loss: 0.6793, grad_norm: 15.3447 2020-10-05 19:58:29,706 - mmaction - INFO - Epoch [91][18/25] lr: 1.000e-03, eta: 22:27:58, time: 0.538, data_time: 0.093, memory: 6352, loss_activity: 0.4193, loss_completeness: 0.0684, loss_reg: 0.0452, loss: 0.5329, grad_norm: 12.1999 2020-10-05 19:58:30,169 - mmaction - INFO - Epoch [91][19/25] lr: 1.000e-03, eta: 22:27:16, time: 0.485, data_time: 0.060, memory: 6352, loss_activity: 0.1615, loss_completeness: 0.1088, loss_reg: 0.0767, loss: 0.3470, grad_norm: 10.3176 2020-10-05 19:58:30,755 - mmaction - INFO - Epoch [91][20/25] lr: 1.000e-03, eta: 22:26:36, time: 0.615, data_time: 0.042, memory: 6352, loss_activity: 0.3699, loss_completeness: 0.0529, loss_reg: 0.0496, loss: 0.4724, grad_norm: 16.0563 2020-10-05 19:58:31,314 - mmaction - INFO - Epoch [91][21/25] lr: 1.000e-03, eta: 22:25:55, time: 0.549, data_time: 0.085, memory: 6352, loss_activity: 0.4350, loss_completeness: 0.0598, loss_reg: 0.0967, loss: 0.5914, grad_norm: 14.2363 2020-10-05 19:58:31,859 - mmaction - INFO - Epoch [91][22/25] lr: 1.000e-03, eta: 22:25:14, time: 0.553, data_time: 0.058, memory: 6352, loss_activity: 0.1695, loss_completeness: 0.0783, loss_reg: 0.0999, loss: 0.3477, grad_norm: 14.0871 2020-10-05 19:58:32,269 - mmaction - INFO - Epoch [91][23/25] lr: 1.000e-03, eta: 22:24:32, time: 0.414, data_time: 0.008, memory: 6352, loss_activity: 0.2561, loss_completeness: 0.0955, loss_reg: 0.0794, loss: 0.4311, grad_norm: 15.3287 2020-10-05 19:58:32,679 - mmaction - INFO - Epoch [91][24/25] lr: 1.000e-03, eta: 22:23:51, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.3910, loss_completeness: 0.1068, loss_reg: 0.0576, loss: 0.5554, grad_norm: 16.0324 2020-10-05 19:58:33,090 - mmaction - INFO - Epoch [91][25/25] lr: 1.000e-03, eta: 22:23:09, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.4054, loss_completeness: 0.1005, loss_reg: 0.0545, loss: 0.5604, grad_norm: 10.4382 2020-10-05 19:58:41,586 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:02:00,028 - mmaction - INFO - Epoch [92][1/25] lr: 1.000e-03, eta: 22:37:17, time: 198.333, data_time: 194.023, memory: 6352, loss_activity: 0.4114, loss_completeness: 0.0674, loss_reg: 0.0536, loss: 0.5324, grad_norm: 14.2702 2020-10-05 20:02:00,699 - mmaction - INFO - Epoch [92][2/25] lr: 1.000e-03, eta: 22:36:36, time: 0.708, data_time: 0.210, memory: 6352, loss_activity: 0.1092, loss_completeness: 0.0858, loss_reg: 0.0712, loss: 0.2662, grad_norm: 6.8096 2020-10-05 20:02:01,215 - mmaction - INFO - Epoch [92][3/25] lr: 1.000e-03, eta: 22:35:55, time: 0.559, data_time: 0.076, memory: 6352, loss_activity: 0.3451, loss_completeness: 0.0686, loss_reg: 0.0269, loss: 0.4407, grad_norm: 12.1444 2020-10-05 20:02:01,716 - mmaction - INFO - Epoch [92][4/25] lr: 1.000e-03, eta: 22:35:13, time: 0.480, data_time: 0.031, memory: 6352, loss_activity: 0.3142, loss_completeness: 0.0668, loss_reg: 0.1074, loss: 0.4884, grad_norm: 15.1624 2020-10-05 20:02:02,250 - mmaction - INFO - Epoch [92][5/25] lr: 1.000e-03, eta: 22:34:32, time: 0.550, data_time: 0.051, memory: 6352, loss_activity: 0.4947, loss_completeness: 0.0910, loss_reg: 0.0266, loss: 0.6124, grad_norm: 23.9702 2020-10-05 20:02:02,788 - mmaction - INFO - Epoch [92][6/25] lr: 1.000e-03, eta: 22:33:51, time: 0.569, data_time: 0.040, memory: 6352, loss_activity: 0.2011, loss_completeness: 0.0812, loss_reg: 0.0444, loss: 0.3267, grad_norm: 8.1205 2020-10-05 20:02:03,334 - mmaction - INFO - Epoch [92][7/25] lr: 1.000e-03, eta: 22:33:10, time: 0.541, data_time: 0.009, memory: 6352, loss_activity: 0.1926, loss_completeness: 0.0899, loss_reg: 0.0790, loss: 0.3615, grad_norm: 12.4838 2020-10-05 20:02:03,857 - mmaction - INFO - Epoch [92][8/25] lr: 1.000e-03, eta: 22:32:29, time: 0.513, data_time: 0.025, memory: 6352, loss_activity: 0.2982, loss_completeness: 0.0725, loss_reg: 0.0239, loss: 0.3946, grad_norm: 10.7544 2020-10-05 20:02:04,477 - mmaction - INFO - Epoch [92][9/25] lr: 1.000e-03, eta: 22:31:48, time: 0.612, data_time: 0.047, memory: 6352, loss_activity: 0.4718, loss_completeness: 0.0659, loss_reg: 0.0296, loss: 0.5673, grad_norm: 12.6194 2020-10-05 20:02:05,154 - mmaction - INFO - Epoch [92][10/25] lr: 1.000e-03, eta: 22:31:08, time: 0.700, data_time: 0.030, memory: 6352, loss_activity: 0.4142, loss_completeness: 0.0766, loss_reg: 0.0437, loss: 0.5345, grad_norm: 20.4908 2020-10-05 20:02:05,768 - mmaction - INFO - Epoch [92][11/25] lr: 1.000e-03, eta: 22:30:27, time: 0.464, data_time: 0.026, memory: 6352, loss_activity: 0.2240, loss_completeness: 0.0815, loss_reg: 0.0428, loss: 0.3483, grad_norm: 7.9119 2020-10-05 20:02:06,375 - mmaction - INFO - Epoch [92][12/25] lr: 1.000e-03, eta: 22:29:46, time: 0.714, data_time: 0.197, memory: 6352, loss_activity: 0.5964, loss_completeness: 0.0906, loss_reg: 0.0521, loss: 0.7392, grad_norm: 14.9152 2020-10-05 20:02:06,910 - mmaction - INFO - Epoch [92][13/25] lr: 1.000e-03, eta: 22:29:05, time: 0.513, data_time: 0.079, memory: 6352, loss_activity: 0.2038, loss_completeness: 0.0797, loss_reg: 0.0771, loss: 0.3606, grad_norm: 7.4620 2020-10-05 20:02:07,402 - mmaction - INFO - Epoch [92][14/25] lr: 1.000e-03, eta: 22:28:25, time: 0.557, data_time: 0.077, memory: 6352, loss_activity: 0.3867, loss_completeness: 0.1006, loss_reg: 0.0429, loss: 0.5302, grad_norm: 11.7216 2020-10-05 20:02:07,970 - mmaction - INFO - Epoch [92][15/25] lr: 1.000e-03, eta: 22:27:44, time: 0.517, data_time: 0.007, memory: 6352, loss_activity: 0.2152, loss_completeness: 0.0884, loss_reg: 0.0798, loss: 0.3834, grad_norm: 8.7759 2020-10-05 20:02:08,508 - mmaction - INFO - Epoch [92][16/25] lr: 1.000e-03, eta: 22:27:03, time: 0.555, data_time: 0.059, memory: 6352, loss_activity: 0.3978, loss_completeness: 0.0683, loss_reg: 0.0436, loss: 0.5098, grad_norm: 11.1529 2020-10-05 20:02:09,119 - mmaction - INFO - Epoch [92][17/25] lr: 1.000e-03, eta: 22:26:22, time: 0.618, data_time: 0.057, memory: 6352, loss_activity: 0.3885, loss_completeness: 0.0780, loss_reg: 0.0875, loss: 0.5540, grad_norm: 15.0166 2020-10-05 20:02:09,617 - mmaction - INFO - Epoch [92][18/25] lr: 1.000e-03, eta: 22:25:42, time: 0.493, data_time: 0.052, memory: 6352, loss_activity: 0.1697, loss_completeness: 0.0830, loss_reg: 0.0212, loss: 0.2739, grad_norm: 7.5986 2020-10-05 20:02:10,230 - mmaction - INFO - Epoch [92][19/25] lr: 1.000e-03, eta: 22:25:01, time: 0.561, data_time: 0.044, memory: 6352, loss_activity: 0.5182, loss_completeness: 0.1101, loss_reg: 0.0796, loss: 0.7079, grad_norm: 14.4204 2020-10-05 20:02:10,907 - mmaction - INFO - Epoch [92][20/25] lr: 1.000e-03, eta: 22:24:21, time: 0.760, data_time: 0.139, memory: 6352, loss_activity: 0.2936, loss_completeness: 0.0942, loss_reg: 0.0574, loss: 0.4451, grad_norm: 9.9335 2020-10-05 20:02:11,519 - mmaction - INFO - Epoch [92][21/25] lr: 1.000e-03, eta: 22:23:41, time: 0.587, data_time: 0.064, memory: 6352, loss_activity: 0.4546, loss_completeness: 0.1058, loss_reg: 0.0514, loss: 0.6118, grad_norm: 14.2576 2020-10-05 20:02:11,928 - mmaction - INFO - Epoch [92][22/25] lr: 1.000e-03, eta: 22:23:00, time: 0.427, data_time: 0.031, memory: 6352, loss_activity: 0.2106, loss_completeness: 0.0567, loss_reg: 0.0916, loss: 0.3588, grad_norm: 9.6072 2020-10-05 20:02:12,341 - mmaction - INFO - Epoch [92][23/25] lr: 1.000e-03, eta: 22:22:19, time: 0.418, data_time: 0.011, memory: 6352, loss_activity: 0.1799, loss_completeness: 0.0696, loss_reg: 0.0238, loss: 0.2733, grad_norm: 10.8306 2020-10-05 20:02:12,753 - mmaction - INFO - Epoch [92][24/25] lr: 1.000e-03, eta: 22:21:38, time: 0.414, data_time: 0.008, memory: 6352, loss_activity: 0.6737, loss_completeness: 0.0918, loss_reg: 0.0452, loss: 0.8107, grad_norm: 13.9252 2020-10-05 20:02:13,167 - mmaction - INFO - Epoch [92][25/25] lr: 1.000e-03, eta: 22:20:56, time: 0.414, data_time: 0.006, memory: 6352, loss_activity: 0.2743, loss_completeness: 0.0968, loss_reg: 0.0856, loss: 0.4567, grad_norm: 11.9240 2020-10-05 20:02:22,124 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:05:29,598 - mmaction - INFO - Epoch [93][1/25] lr: 1.000e-03, eta: 22:34:04, time: 187.379, data_time: 182.368, memory: 6352, loss_activity: 0.3637, loss_completeness: 0.0645, loss_reg: 0.0536, loss: 0.4818, grad_norm: 14.6443 2020-10-05 20:05:30,286 - mmaction - INFO - Epoch [93][2/25] lr: 1.000e-03, eta: 22:33:24, time: 0.763, data_time: 0.215, memory: 6352, loss_activity: 0.2257, loss_completeness: 0.0925, loss_reg: 0.0521, loss: 0.3703, grad_norm: 7.8030 2020-10-05 20:05:30,782 - mmaction - INFO - Epoch [93][3/25] lr: 1.000e-03, eta: 22:32:43, time: 0.438, data_time: 0.027, memory: 6352, loss_activity: 0.3455, loss_completeness: 0.0793, loss_reg: 0.0495, loss: 0.4743, grad_norm: 9.6640 2020-10-05 20:05:31,346 - mmaction - INFO - Epoch [93][4/25] lr: 1.000e-03, eta: 22:32:02, time: 0.561, data_time: 0.105, memory: 6352, loss_activity: 0.3870, loss_completeness: 0.0818, loss_reg: 0.0584, loss: 0.5272, grad_norm: 12.4569 2020-10-05 20:05:31,876 - mmaction - INFO - Epoch [93][5/25] lr: 1.000e-03, eta: 22:31:22, time: 0.553, data_time: 0.086, memory: 6352, loss_activity: 0.2815, loss_completeness: 0.0877, loss_reg: 0.0479, loss: 0.4171, grad_norm: 9.4947 2020-10-05 20:05:32,442 - mmaction - INFO - Epoch [93][6/25] lr: 1.000e-03, eta: 22:30:41, time: 0.587, data_time: 0.068, memory: 6352, loss_activity: 0.2049, loss_completeness: 0.0896, loss_reg: 0.0371, loss: 0.3316, grad_norm: 7.5168 2020-10-05 20:05:32,940 - mmaction - INFO - Epoch [93][7/25] lr: 1.000e-03, eta: 22:30:00, time: 0.505, data_time: 0.047, memory: 6352, loss_activity: 0.2248, loss_completeness: 0.0890, loss_reg: 0.0597, loss: 0.3735, grad_norm: 14.0315 2020-10-05 20:05:33,438 - mmaction - INFO - Epoch [93][8/25] lr: 1.000e-03, eta: 22:29:19, time: 0.513, data_time: 0.038, memory: 6352, loss_activity: 0.1144, loss_completeness: 0.0608, loss_reg: 0.0502, loss: 0.2255, grad_norm: 7.1651 2020-10-05 20:05:34,011 - mmaction - INFO - Epoch [93][9/25] lr: 1.000e-03, eta: 22:28:39, time: 0.536, data_time: 0.020, memory: 6352, loss_activity: 0.2617, loss_completeness: 0.0673, loss_reg: 0.0524, loss: 0.3814, grad_norm: 7.6547 2020-10-05 20:05:34,723 - mmaction - INFO - Epoch [93][10/25] lr: 1.000e-03, eta: 22:27:59, time: 0.656, data_time: 0.057, memory: 6352, loss_activity: 0.1660, loss_completeness: 0.0679, loss_reg: 0.0220, loss: 0.2559, grad_norm: 6.5275 2020-10-05 20:05:35,282 - mmaction - INFO - Epoch [93][11/25] lr: 1.000e-03, eta: 22:27:19, time: 0.612, data_time: 0.116, memory: 6352, loss_activity: 0.2969, loss_completeness: 0.0680, loss_reg: 0.0310, loss: 0.3959, grad_norm: 11.5046 2020-10-05 20:05:35,784 - mmaction - INFO - Epoch [93][12/25] lr: 1.000e-03, eta: 22:26:38, time: 0.535, data_time: 0.060, memory: 6352, loss_activity: 0.3327, loss_completeness: 0.0870, loss_reg: 0.0700, loss: 0.4898, grad_norm: 13.1899 2020-10-05 20:05:36,322 - mmaction - INFO - Epoch [93][13/25] lr: 1.000e-03, eta: 22:25:57, time: 0.521, data_time: 0.025, memory: 6352, loss_activity: 0.1798, loss_completeness: 0.0813, loss_reg: 0.0496, loss: 0.3107, grad_norm: 8.7059 2020-10-05 20:05:36,860 - mmaction - INFO - Epoch [93][14/25] lr: 1.000e-03, eta: 22:25:17, time: 0.539, data_time: 0.042, memory: 6352, loss_activity: 0.2552, loss_completeness: 0.0961, loss_reg: 0.0361, loss: 0.3875, grad_norm: 9.3055 2020-10-05 20:05:37,448 - mmaction - INFO - Epoch [93][15/25] lr: 1.000e-03, eta: 22:24:37, time: 0.591, data_time: 0.044, memory: 6352, loss_activity: 0.2566, loss_completeness: 0.0753, loss_reg: 0.0361, loss: 0.3680, grad_norm: 8.7110 2020-10-05 20:05:37,950 - mmaction - INFO - Epoch [93][16/25] lr: 1.000e-03, eta: 22:23:56, time: 0.520, data_time: 0.044, memory: 6352, loss_activity: 0.1260, loss_completeness: 0.0813, loss_reg: 0.0276, loss: 0.2349, grad_norm: 5.7298 2020-10-05 20:05:38,495 - mmaction - INFO - Epoch [93][17/25] lr: 1.000e-03, eta: 22:23:16, time: 0.536, data_time: 0.019, memory: 6352, loss_activity: 0.1931, loss_completeness: 0.0672, loss_reg: 0.0390, loss: 0.2993, grad_norm: 6.6195 2020-10-05 20:05:39,038 - mmaction - INFO - Epoch [93][18/25] lr: 1.000e-03, eta: 22:22:36, time: 0.556, data_time: 0.031, memory: 6352, loss_activity: 0.1171, loss_completeness: 0.0601, loss_reg: 0.0487, loss: 0.2259, grad_norm: 6.8755 2020-10-05 20:05:39,638 - mmaction - INFO - Epoch [93][19/25] lr: 1.000e-03, eta: 22:21:56, time: 0.570, data_time: 0.017, memory: 6352, loss_activity: 0.1419, loss_completeness: 0.0793, loss_reg: 0.0378, loss: 0.2590, grad_norm: 7.2118 2020-10-05 20:05:40,179 - mmaction - INFO - Epoch [93][20/25] lr: 1.000e-03, eta: 22:21:16, time: 0.581, data_time: 0.081, memory: 6352, loss_activity: 0.2840, loss_completeness: 0.0949, loss_reg: 0.0449, loss: 0.4237, grad_norm: 8.9682 2020-10-05 20:05:40,778 - mmaction - INFO - Epoch [93][21/25] lr: 1.000e-03, eta: 22:20:35, time: 0.488, data_time: 0.059, memory: 6352, loss_activity: 0.2484, loss_completeness: 0.0953, loss_reg: 0.0251, loss: 0.3688, grad_norm: 7.6292 2020-10-05 20:05:41,259 - mmaction - INFO - Epoch [93][22/25] lr: 1.000e-03, eta: 22:19:55, time: 0.590, data_time: 0.121, memory: 6352, loss_activity: 0.3684, loss_completeness: 0.0840, loss_reg: 0.0552, loss: 0.5076, grad_norm: 12.8177 2020-10-05 20:05:41,673 - mmaction - INFO - Epoch [93][23/25] lr: 1.000e-03, eta: 22:19:14, time: 0.413, data_time: 0.010, memory: 6352, loss_activity: 0.2864, loss_completeness: 0.0899, loss_reg: 0.0462, loss: 0.4226, grad_norm: 7.6159 2020-10-05 20:05:42,087 - mmaction - INFO - Epoch [93][24/25] lr: 1.000e-03, eta: 22:18:34, time: 0.414, data_time: 0.011, memory: 6352, loss_activity: 0.2722, loss_completeness: 0.0794, loss_reg: 0.0957, loss: 0.4472, grad_norm: 10.4423 2020-10-05 20:05:42,500 - mmaction - INFO - Epoch [93][25/25] lr: 1.000e-03, eta: 22:17:53, time: 0.415, data_time: 0.012, memory: 6352, loss_activity: 0.7245, loss_completeness: 0.0914, loss_reg: 0.0386, loss: 0.8545, grad_norm: 17.2762 2020-10-05 20:05:51,084 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:08:53,768 - mmaction - INFO - Epoch [94][1/25] lr: 1.000e-03, eta: 22:30:29, time: 182.604, data_time: 175.470, memory: 6352, loss_activity: 0.6718, loss_completeness: 0.1029, loss_reg: 0.0293, loss: 0.8040, grad_norm: 22.8408 2020-10-05 20:08:54,428 - mmaction - INFO - Epoch [94][2/25] lr: 1.000e-03, eta: 22:29:50, time: 0.650, data_time: 0.207, memory: 6352, loss_activity: 0.3879, loss_completeness: 0.0602, loss_reg: 0.0412, loss: 0.4892, grad_norm: 10.4023 2020-10-05 20:08:54,868 - mmaction - INFO - Epoch [94][3/25] lr: 1.000e-03, eta: 22:29:09, time: 0.527, data_time: 0.102, memory: 6352, loss_activity: 0.1137, loss_completeness: 0.0703, loss_reg: 0.0790, loss: 0.2630, grad_norm: 6.0401 2020-10-05 20:08:55,450 - mmaction - INFO - Epoch [94][4/25] lr: 1.000e-03, eta: 22:28:29, time: 0.525, data_time: 0.006, memory: 6352, loss_activity: 0.1676, loss_completeness: 0.0770, loss_reg: 0.0379, loss: 0.2825, grad_norm: 7.5927 2020-10-05 20:08:56,005 - mmaction - INFO - Epoch [94][5/25] lr: 1.000e-03, eta: 22:27:49, time: 0.597, data_time: 0.070, memory: 6352, loss_activity: 0.3469, loss_completeness: 0.0835, loss_reg: 0.0399, loss: 0.4703, grad_norm: 10.6821 2020-10-05 20:08:56,505 - mmaction - INFO - Epoch [94][6/25] lr: 1.000e-03, eta: 22:27:08, time: 0.504, data_time: 0.026, memory: 6352, loss_activity: 0.4241, loss_completeness: 0.0801, loss_reg: 0.0842, loss: 0.5883, grad_norm: 14.4564 2020-10-05 20:08:57,124 - mmaction - INFO - Epoch [94][7/25] lr: 1.000e-03, eta: 22:26:28, time: 0.512, data_time: 0.017, memory: 6352, loss_activity: 0.6632, loss_completeness: 0.0752, loss_reg: 0.0520, loss: 0.7905, grad_norm: 18.5619 2020-10-05 20:08:57,638 - mmaction - INFO - Epoch [94][8/25] lr: 1.000e-03, eta: 22:25:48, time: 0.612, data_time: 0.124, memory: 6352, loss_activity: 0.6066, loss_completeness: 0.0830, loss_reg: 0.0614, loss: 0.7510, grad_norm: 18.8205 2020-10-05 20:08:58,134 - mmaction - INFO - Epoch [94][9/25] lr: 1.000e-03, eta: 22:25:08, time: 0.514, data_time: 0.029, memory: 6352, loss_activity: 0.1419, loss_completeness: 0.0946, loss_reg: 0.0632, loss: 0.2997, grad_norm: 8.2172 2020-10-05 20:08:58,724 - mmaction - INFO - Epoch [94][10/25] lr: 1.000e-03, eta: 22:24:28, time: 0.556, data_time: 0.008, memory: 6352, loss_activity: 0.2143, loss_completeness: 0.0811, loss_reg: 0.0413, loss: 0.3367, grad_norm: 5.8067 2020-10-05 20:08:59,334 - mmaction - INFO - Epoch [94][11/25] lr: 1.000e-03, eta: 22:23:48, time: 0.594, data_time: 0.042, memory: 6352, loss_activity: 0.2169, loss_completeness: 0.0902, loss_reg: 0.0593, loss: 0.3663, grad_norm: 8.5661 2020-10-05 20:08:59,809 - mmaction - INFO - Epoch [94][12/25] lr: 1.000e-03, eta: 22:23:07, time: 0.516, data_time: 0.060, memory: 6352, loss_activity: 0.2971, loss_completeness: 0.0814, loss_reg: 0.0572, loss: 0.4357, grad_norm: 7.5268 2020-10-05 20:09:00,333 - mmaction - INFO - Epoch [94][13/25] lr: 1.000e-03, eta: 22:22:27, time: 0.510, data_time: 0.018, memory: 6352, loss_activity: 0.4500, loss_completeness: 0.0902, loss_reg: 0.0355, loss: 0.5757, grad_norm: 11.1965 2020-10-05 20:09:00,909 - mmaction - INFO - Epoch [94][14/25] lr: 1.000e-03, eta: 22:21:47, time: 0.580, data_time: 0.033, memory: 6352, loss_activity: 0.2800, loss_completeness: 0.0680, loss_reg: 0.0466, loss: 0.3947, grad_norm: 8.8573 2020-10-05 20:09:01,402 - mmaction - INFO - Epoch [94][15/25] lr: 1.000e-03, eta: 22:21:07, time: 0.508, data_time: 0.030, memory: 6352, loss_activity: 0.1097, loss_completeness: 0.0696, loss_reg: 0.0528, loss: 0.2321, grad_norm: 6.0409 2020-10-05 20:09:01,965 - mmaction - INFO - Epoch [94][16/25] lr: 1.000e-03, eta: 22:20:27, time: 0.560, data_time: 0.015, memory: 6352, loss_activity: 0.5812, loss_completeness: 0.1002, loss_reg: 0.0723, loss: 0.7537, grad_norm: 12.9516 2020-10-05 20:09:02,482 - mmaction - INFO - Epoch [94][17/25] lr: 1.000e-03, eta: 22:19:47, time: 0.503, data_time: 0.016, memory: 6352, loss_activity: 0.4227, loss_completeness: 0.0873, loss_reg: 0.0424, loss: 0.5525, grad_norm: 14.3712 2020-10-05 20:09:03,120 - mmaction - INFO - Epoch [94][18/25] lr: 1.000e-03, eta: 22:19:08, time: 0.577, data_time: 0.031, memory: 6352, loss_activity: 0.3481, loss_completeness: 0.0764, loss_reg: 0.0602, loss: 0.4847, grad_norm: 12.6928 2020-10-05 20:09:03,649 - mmaction - INFO - Epoch [94][19/25] lr: 1.000e-03, eta: 22:18:28, time: 0.572, data_time: 0.093, memory: 6352, loss_activity: 0.3771, loss_completeness: 0.0662, loss_reg: 0.0500, loss: 0.4933, grad_norm: 13.1821 2020-10-05 20:09:04,181 - mmaction - INFO - Epoch [94][20/25] lr: 1.000e-03, eta: 22:17:48, time: 0.574, data_time: 0.050, memory: 6352, loss_activity: 0.3544, loss_completeness: 0.0819, loss_reg: 0.0380, loss: 0.4743, grad_norm: 12.0993 2020-10-05 20:09:04,912 - mmaction - INFO - Epoch [94][21/25] lr: 1.000e-03, eta: 22:17:09, time: 0.694, data_time: 0.081, memory: 6352, loss_activity: 0.2175, loss_completeness: 0.0788, loss_reg: 0.0589, loss: 0.3552, grad_norm: 8.8426 2020-10-05 20:09:05,356 - mmaction - INFO - Epoch [94][22/25] lr: 1.000e-03, eta: 22:16:29, time: 0.480, data_time: 0.081, memory: 6352, loss_activity: 0.2049, loss_completeness: 0.0752, loss_reg: 0.0225, loss: 0.3026, grad_norm: 8.8117 2020-10-05 20:09:05,768 - mmaction - INFO - Epoch [94][23/25] lr: 1.000e-03, eta: 22:15:49, time: 0.412, data_time: 0.006, memory: 6352, loss_activity: 0.1409, loss_completeness: 0.0745, loss_reg: 0.0251, loss: 0.2405, grad_norm: 5.8854 2020-10-05 20:09:06,176 - mmaction - INFO - Epoch [94][24/25] lr: 1.000e-03, eta: 22:15:09, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.1588, loss_completeness: 0.0754, loss_reg: 0.0939, loss: 0.3281, grad_norm: 6.1067 2020-10-05 20:09:06,584 - mmaction - INFO - Epoch [94][25/25] lr: 1.000e-03, eta: 22:14:28, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.2845, loss_completeness: 0.0714, loss_reg: 0.0355, loss: 0.3915, grad_norm: 7.2710 2020-10-05 20:09:15,375 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:12:26,297 - mmaction - INFO - Epoch [95][1/25] lr: 1.000e-03, eta: 22:27:29, time: 190.646, data_time: 185.448, memory: 6352, loss_activity: 0.0841, loss_completeness: 0.0944, loss_reg: 0.0450, loss: 0.2235, grad_norm: 4.8849 2020-10-05 20:12:26,955 - mmaction - INFO - Epoch [95][2/25] lr: 1.000e-03, eta: 22:26:51, time: 0.867, data_time: 0.397, memory: 6352, loss_activity: 0.0863, loss_completeness: 0.0588, loss_reg: 0.0868, loss: 0.2320, grad_norm: 5.9391 2020-10-05 20:12:27,464 - mmaction - INFO - Epoch [95][3/25] lr: 1.000e-03, eta: 22:26:11, time: 0.504, data_time: 0.074, memory: 6352, loss_activity: 0.2288, loss_completeness: 0.0774, loss_reg: 0.0553, loss: 0.3615, grad_norm: 8.2118 2020-10-05 20:12:27,950 - mmaction - INFO - Epoch [95][4/25] lr: 1.000e-03, eta: 22:25:31, time: 0.542, data_time: 0.091, memory: 6352, loss_activity: 0.3648, loss_completeness: 0.1132, loss_reg: 0.0269, loss: 0.5049, grad_norm: 19.5184 2020-10-05 20:12:28,583 - mmaction - INFO - Epoch [95][5/25] lr: 1.000e-03, eta: 22:24:51, time: 0.617, data_time: 0.017, memory: 6352, loss_activity: 0.1273, loss_completeness: 0.0826, loss_reg: 0.0608, loss: 0.2707, grad_norm: 7.0101 2020-10-05 20:12:29,119 - mmaction - INFO - Epoch [95][6/25] lr: 1.000e-03, eta: 22:24:11, time: 0.565, data_time: 0.050, memory: 6352, loss_activity: 0.0778, loss_completeness: 0.0588, loss_reg: 0.0249, loss: 0.1615, grad_norm: 6.4023 2020-10-05 20:12:29,606 - mmaction - INFO - Epoch [95][7/25] lr: 1.000e-03, eta: 22:23:31, time: 0.486, data_time: 0.004, memory: 6352, loss_activity: 0.3869, loss_completeness: 0.0845, loss_reg: 0.0311, loss: 0.5025, grad_norm: 17.1600 2020-10-05 20:12:30,092 - mmaction - INFO - Epoch [95][8/25] lr: 1.000e-03, eta: 22:22:51, time: 0.482, data_time: 0.007, memory: 6352, loss_activity: 0.1434, loss_completeness: 0.0772, loss_reg: 0.0499, loss: 0.2705, grad_norm: 8.6785 2020-10-05 20:12:30,674 - mmaction - INFO - Epoch [95][9/25] lr: 1.000e-03, eta: 22:22:12, time: 0.567, data_time: 0.017, memory: 6352, loss_activity: 0.2348, loss_completeness: 0.0915, loss_reg: 0.1027, loss: 0.4290, grad_norm: 8.5623 2020-10-05 20:12:31,278 - mmaction - INFO - Epoch [95][10/25] lr: 1.000e-03, eta: 22:21:32, time: 0.609, data_time: 0.026, memory: 6352, loss_activity: 0.4609, loss_completeness: 0.1081, loss_reg: 0.0896, loss: 0.6586, grad_norm: 15.9992 2020-10-05 20:12:31,759 - mmaction - INFO - Epoch [95][11/25] lr: 1.000e-03, eta: 22:20:52, time: 0.490, data_time: 0.021, memory: 6352, loss_activity: 0.1532, loss_completeness: 0.0913, loss_reg: 0.0652, loss: 0.3098, grad_norm: 9.4496 2020-10-05 20:12:32,369 - mmaction - INFO - Epoch [95][12/25] lr: 1.000e-03, eta: 22:20:13, time: 0.560, data_time: 0.012, memory: 6352, loss_activity: 0.1076, loss_completeness: 0.0774, loss_reg: 0.0670, loss: 0.2520, grad_norm: 7.6206 2020-10-05 20:12:32,904 - mmaction - INFO - Epoch [95][13/25] lr: 1.000e-03, eta: 22:19:33, time: 0.542, data_time: 0.062, memory: 6352, loss_activity: 0.3367, loss_completeness: 0.0848, loss_reg: 0.0619, loss: 0.4834, grad_norm: 15.1049 2020-10-05 20:12:33,508 - mmaction - INFO - Epoch [95][14/25] lr: 1.000e-03, eta: 22:18:54, time: 0.604, data_time: 0.056, memory: 6352, loss_activity: 0.1145, loss_completeness: 0.0997, loss_reg: 0.0584, loss: 0.2726, grad_norm: 7.9913 2020-10-05 20:12:33,955 - mmaction - INFO - Epoch [95][15/25] lr: 1.000e-03, eta: 22:18:14, time: 0.479, data_time: 0.056, memory: 6352, loss_activity: 0.0797, loss_completeness: 0.1015, loss_reg: 0.0397, loss: 0.2209, grad_norm: 6.3171 2020-10-05 20:12:34,612 - mmaction - INFO - Epoch [95][16/25] lr: 1.000e-03, eta: 22:17:35, time: 0.581, data_time: 0.029, memory: 6352, loss_activity: 0.3989, loss_completeness: 0.0770, loss_reg: 0.0530, loss: 0.5289, grad_norm: 12.4803 2020-10-05 20:12:35,147 - mmaction - INFO - Epoch [95][17/25] lr: 1.000e-03, eta: 22:16:55, time: 0.591, data_time: 0.100, memory: 6352, loss_activity: 0.2894, loss_completeness: 0.0696, loss_reg: 0.0670, loss: 0.4260, grad_norm: 14.4007 2020-10-05 20:12:35,719 - mmaction - INFO - Epoch [95][18/25] lr: 1.000e-03, eta: 22:16:16, time: 0.489, data_time: 0.059, memory: 6352, loss_activity: 0.3516, loss_completeness: 0.0902, loss_reg: 0.0624, loss: 0.5042, grad_norm: 17.9722 2020-10-05 20:12:36,258 - mmaction - INFO - Epoch [95][19/25] lr: 1.000e-03, eta: 22:15:37, time: 0.637, data_time: 0.131, memory: 6352, loss_activity: 0.4308, loss_completeness: 0.0952, loss_reg: 0.0729, loss: 0.5990, grad_norm: 13.0313 2020-10-05 20:12:36,801 - mmaction - INFO - Epoch [95][20/25] lr: 1.000e-03, eta: 22:14:57, time: 0.521, data_time: 0.033, memory: 6352, loss_activity: 0.7910, loss_completeness: 0.0975, loss_reg: 0.0966, loss: 0.9851, grad_norm: 15.9827 2020-10-05 20:12:37,373 - mmaction - INFO - Epoch [95][21/25] lr: 1.000e-03, eta: 22:14:18, time: 0.612, data_time: 0.112, memory: 6352, loss_activity: 0.2622, loss_completeness: 0.0652, loss_reg: 0.0836, loss: 0.4111, grad_norm: 9.1015 2020-10-05 20:12:37,877 - mmaction - INFO - Epoch [95][22/25] lr: 1.000e-03, eta: 22:13:39, time: 0.508, data_time: 0.023, memory: 6352, loss_activity: 0.5383, loss_completeness: 0.0864, loss_reg: 0.0494, loss: 0.6741, grad_norm: 17.1035 2020-10-05 20:12:38,288 - mmaction - INFO - Epoch [95][23/25] lr: 1.000e-03, eta: 22:12:59, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.1710, loss_completeness: 0.1063, loss_reg: 0.0753, loss: 0.3527, grad_norm: 8.6855 2020-10-05 20:12:38,699 - mmaction - INFO - Epoch [95][24/25] lr: 1.000e-03, eta: 22:12:19, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.1289, loss_completeness: 0.0763, loss_reg: 0.0744, loss: 0.2796, grad_norm: 7.7454 2020-10-05 20:12:39,112 - mmaction - INFO - Epoch [95][25/25] lr: 1.000e-03, eta: 22:11:39, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.2100, loss_completeness: 0.0728, loss_reg: 0.0366, loss: 0.3194, grad_norm: 14.5804 2020-10-05 20:12:46,845 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-10-05 20:12:47,297 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:15:57,074 - mmaction - INFO - Epoch [96][1/25] lr: 1.000e-03, eta: 22:24:25, time: 189.626, data_time: 183.404, memory: 6352, loss_activity: 0.1357, loss_completeness: 0.0823, loss_reg: 0.0624, loss: 0.2805, grad_norm: 10.2513 2020-10-05 20:15:57,651 - mmaction - INFO - Epoch [96][2/25] lr: 1.000e-03, eta: 22:23:47, time: 0.690, data_time: 0.227, memory: 6352, loss_activity: 0.3888, loss_completeness: 0.0840, loss_reg: 0.0303, loss: 0.5031, grad_norm: 12.2804 2020-10-05 20:15:58,185 - mmaction - INFO - Epoch [96][3/25] lr: 1.000e-03, eta: 22:23:07, time: 0.568, data_time: 0.041, memory: 6352, loss_activity: 0.1626, loss_completeness: 0.0642, loss_reg: 0.0917, loss: 0.3185, grad_norm: 7.4759 2020-10-05 20:15:58,764 - mmaction - INFO - Epoch [96][4/25] lr: 1.000e-03, eta: 22:22:27, time: 0.516, data_time: 0.009, memory: 6352, loss_activity: 0.3189, loss_completeness: 0.0823, loss_reg: 0.0514, loss: 0.4526, grad_norm: 13.0216 2020-10-05 20:15:59,331 - mmaction - INFO - Epoch [96][5/25] lr: 1.000e-03, eta: 22:21:48, time: 0.602, data_time: 0.071, memory: 6352, loss_activity: 0.2701, loss_completeness: 0.0864, loss_reg: 0.0787, loss: 0.4352, grad_norm: 13.6418 2020-10-05 20:15:59,902 - mmaction - INFO - Epoch [96][6/25] lr: 1.000e-03, eta: 22:21:09, time: 0.597, data_time: 0.037, memory: 6352, loss_activity: 0.1608, loss_completeness: 0.0705, loss_reg: 0.0691, loss: 0.3004, grad_norm: 12.1678 2020-10-05 20:16:00,494 - mmaction - INFO - Epoch [96][7/25] lr: 1.000e-03, eta: 22:20:30, time: 0.569, data_time: 0.034, memory: 6352, loss_activity: 0.2990, loss_completeness: 0.0872, loss_reg: 0.0534, loss: 0.4396, grad_norm: 10.8274 2020-10-05 20:16:01,112 - mmaction - INFO - Epoch [96][8/25] lr: 1.000e-03, eta: 22:19:50, time: 0.535, data_time: 0.035, memory: 6352, loss_activity: 0.2694, loss_completeness: 0.0856, loss_reg: 0.0343, loss: 0.3893, grad_norm: 9.5527 2020-10-05 20:16:01,638 - mmaction - INFO - Epoch [96][9/25] lr: 1.000e-03, eta: 22:19:11, time: 0.539, data_time: 0.115, memory: 6352, loss_activity: 0.2225, loss_completeness: 0.0959, loss_reg: 0.0267, loss: 0.3450, grad_norm: 8.0229 2020-10-05 20:16:02,229 - mmaction - INFO - Epoch [96][10/25] lr: 1.000e-03, eta: 22:18:32, time: 0.598, data_time: 0.105, memory: 6352, loss_activity: 0.1585, loss_completeness: 0.0433, loss_reg: 0.0351, loss: 0.2369, grad_norm: 6.4348 2020-10-05 20:16:02,688 - mmaction - INFO - Epoch [96][11/25] lr: 1.000e-03, eta: 22:17:52, time: 0.528, data_time: 0.094, memory: 6352, loss_activity: 0.8122, loss_completeness: 0.0916, loss_reg: 0.0225, loss: 0.9263, grad_norm: 17.8297 2020-10-05 20:16:03,272 - mmaction - INFO - Epoch [96][12/25] lr: 1.000e-03, eta: 22:17:13, time: 0.572, data_time: 0.026, memory: 6352, loss_activity: 0.6668, loss_completeness: 0.0976, loss_reg: 0.0352, loss: 0.7996, grad_norm: 23.4675 2020-10-05 20:16:03,810 - mmaction - INFO - Epoch [96][13/25] lr: 1.000e-03, eta: 22:16:34, time: 0.531, data_time: 0.037, memory: 6352, loss_activity: 0.2044, loss_completeness: 0.0785, loss_reg: 0.0996, loss: 0.3825, grad_norm: 9.3330 2020-10-05 20:16:04,300 - mmaction - INFO - Epoch [96][14/25] lr: 1.000e-03, eta: 22:15:55, time: 0.516, data_time: 0.044, memory: 6352, loss_activity: 0.0650, loss_completeness: 0.0731, loss_reg: 0.0541, loss: 0.1921, grad_norm: 7.5812 2020-10-05 20:16:04,936 - mmaction - INFO - Epoch [96][15/25] lr: 1.000e-03, eta: 22:15:16, time: 0.648, data_time: 0.018, memory: 6352, loss_activity: 0.1917, loss_completeness: 0.1093, loss_reg: 0.0500, loss: 0.3510, grad_norm: 10.3506 2020-10-05 20:16:05,485 - mmaction - INFO - Epoch [96][16/25] lr: 1.000e-03, eta: 22:14:36, time: 0.452, data_time: 0.012, memory: 6352, loss_activity: 0.1485, loss_completeness: 0.0465, loss_reg: 0.0778, loss: 0.2728, grad_norm: 10.7461 2020-10-05 20:16:05,957 - mmaction - INFO - Epoch [96][17/25] lr: 1.000e-03, eta: 22:13:57, time: 0.532, data_time: 0.104, memory: 6352, loss_activity: 0.2591, loss_completeness: 0.0787, loss_reg: 0.0455, loss: 0.3832, grad_norm: 16.6659 2020-10-05 20:16:06,456 - mmaction - INFO - Epoch [96][18/25] lr: 1.000e-03, eta: 22:13:18, time: 0.521, data_time: 0.051, memory: 6352, loss_activity: 0.2595, loss_completeness: 0.0766, loss_reg: 0.0816, loss: 0.4177, grad_norm: 20.5288 2020-10-05 20:16:06,993 - mmaction - INFO - Epoch [96][19/25] lr: 1.000e-03, eta: 22:12:39, time: 0.539, data_time: 0.020, memory: 6352, loss_activity: 0.3839, loss_completeness: 0.0744, loss_reg: 0.0589, loss: 0.5172, grad_norm: 17.7685 2020-10-05 20:16:07,605 - mmaction - INFO - Epoch [96][20/25] lr: 1.000e-03, eta: 22:12:00, time: 0.619, data_time: 0.020, memory: 6352, loss_activity: 0.4199, loss_completeness: 0.0873, loss_reg: 0.0533, loss: 0.5604, grad_norm: 11.5343 2020-10-05 20:16:08,170 - mmaction - INFO - Epoch [96][21/25] lr: 1.000e-03, eta: 22:11:22, time: 0.567, data_time: 0.077, memory: 6352, loss_activity: 0.8165, loss_completeness: 0.0919, loss_reg: 0.0487, loss: 0.9571, grad_norm: 16.1249 2020-10-05 20:16:08,650 - mmaction - INFO - Epoch [96][22/25] lr: 1.000e-03, eta: 22:10:42, time: 0.481, data_time: 0.045, memory: 6352, loss_activity: 0.6991, loss_completeness: 0.0797, loss_reg: 0.0645, loss: 0.8433, grad_norm: 16.0350 2020-10-05 20:16:09,073 - mmaction - INFO - Epoch [96][23/25] lr: 1.000e-03, eta: 22:10:03, time: 0.426, data_time: 0.007, memory: 6352, loss_activity: 0.0809, loss_completeness: 0.0869, loss_reg: 0.1211, loss: 0.2889, grad_norm: 8.0539 2020-10-05 20:16:09,483 - mmaction - INFO - Epoch [96][24/25] lr: 1.000e-03, eta: 22:09:23, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.0738, loss_completeness: 0.0646, loss_reg: 0.0373, loss: 0.1757, grad_norm: 5.3586 2020-10-05 20:16:09,894 - mmaction - INFO - Epoch [96][25/25] lr: 1.000e-03, eta: 22:08:44, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.2021, loss_completeness: 0.0778, loss_reg: 0.0436, loss: 0.3234, grad_norm: 6.5667 2020-10-05 20:16:17,499 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:19:22,757 - mmaction - INFO - Epoch [97][1/25] lr: 1.000e-03, eta: 22:21:02, time: 185.174, data_time: 178.872, memory: 6352, loss_activity: 0.6585, loss_completeness: 0.0734, loss_reg: 0.0305, loss: 0.7623, grad_norm: 10.8012 2020-10-05 20:19:23,395 - mmaction - INFO - Epoch [97][2/25] lr: 1.000e-03, eta: 22:20:23, time: 0.709, data_time: 0.183, memory: 6352, loss_activity: 0.2310, loss_completeness: 0.0759, loss_reg: 0.0391, loss: 0.3460, grad_norm: 6.7825 2020-10-05 20:19:23,872 - mmaction - INFO - Epoch [97][3/25] lr: 1.000e-03, eta: 22:19:44, time: 0.444, data_time: 0.018, memory: 6352, loss_activity: 0.0830, loss_completeness: 0.0705, loss_reg: 0.0686, loss: 0.2221, grad_norm: 4.7413 2020-10-05 20:19:24,443 - mmaction - INFO - Epoch [97][4/25] lr: 1.000e-03, eta: 22:19:05, time: 0.543, data_time: 0.050, memory: 6352, loss_activity: 0.1119, loss_completeness: 0.0681, loss_reg: 0.0806, loss: 0.2606, grad_norm: 6.0031 2020-10-05 20:19:24,918 - mmaction - INFO - Epoch [97][5/25] lr: 1.000e-03, eta: 22:18:26, time: 0.548, data_time: 0.098, memory: 6352, loss_activity: 0.2375, loss_completeness: 0.0719, loss_reg: 0.0384, loss: 0.3478, grad_norm: 9.7037 2020-10-05 20:19:25,544 - mmaction - INFO - Epoch [97][6/25] lr: 1.000e-03, eta: 22:17:47, time: 0.591, data_time: 0.007, memory: 6352, loss_activity: 0.2375, loss_completeness: 0.0903, loss_reg: 0.0272, loss: 0.3551, grad_norm: 9.6471 2020-10-05 20:19:26,115 - mmaction - INFO - Epoch [97][7/25] lr: 1.000e-03, eta: 22:17:08, time: 0.570, data_time: 0.042, memory: 6352, loss_activity: 0.6506, loss_completeness: 0.0809, loss_reg: 0.0184, loss: 0.7499, grad_norm: 14.7749 2020-10-05 20:19:26,618 - mmaction - INFO - Epoch [97][8/25] lr: 1.000e-03, eta: 22:16:29, time: 0.498, data_time: 0.046, memory: 6352, loss_activity: 0.7800, loss_completeness: 0.0947, loss_reg: 0.0719, loss: 0.9466, grad_norm: 11.0196 2020-10-05 20:19:27,178 - mmaction - INFO - Epoch [97][9/25] lr: 1.000e-03, eta: 22:15:50, time: 0.584, data_time: 0.051, memory: 6352, loss_activity: 0.2907, loss_completeness: 0.0835, loss_reg: 0.0379, loss: 0.4120, grad_norm: 9.4392 2020-10-05 20:19:27,803 - mmaction - INFO - Epoch [97][10/25] lr: 1.000e-03, eta: 22:15:11, time: 0.571, data_time: 0.032, memory: 6352, loss_activity: 0.1191, loss_completeness: 0.0830, loss_reg: 0.1165, loss: 0.3185, grad_norm: 6.0402 2020-10-05 20:19:28,376 - mmaction - INFO - Epoch [97][11/25] lr: 1.000e-03, eta: 22:14:32, time: 0.566, data_time: 0.100, memory: 6352, loss_activity: 0.2540, loss_completeness: 0.0915, loss_reg: 0.0351, loss: 0.3806, grad_norm: 6.0925 2020-10-05 20:19:28,816 - mmaction - INFO - Epoch [97][12/25] lr: 1.000e-03, eta: 22:13:53, time: 0.516, data_time: 0.085, memory: 6352, loss_activity: 0.1750, loss_completeness: 0.0821, loss_reg: 0.0218, loss: 0.2789, grad_norm: 6.3670 2020-10-05 20:19:29,440 - mmaction - INFO - Epoch [97][13/25] lr: 1.000e-03, eta: 22:13:15, time: 0.599, data_time: 0.007, memory: 6352, loss_activity: 0.3808, loss_completeness: 0.0923, loss_reg: 0.1247, loss: 0.5978, grad_norm: 11.9161 2020-10-05 20:19:29,890 - mmaction - INFO - Epoch [97][14/25] lr: 1.000e-03, eta: 22:12:36, time: 0.475, data_time: 0.033, memory: 6352, loss_activity: 0.3668, loss_completeness: 0.0788, loss_reg: 0.0825, loss: 0.5281, grad_norm: 14.8164 2020-10-05 20:19:30,549 - mmaction - INFO - Epoch [97][15/25] lr: 1.000e-03, eta: 22:11:57, time: 0.608, data_time: 0.008, memory: 6352, loss_activity: 0.1600, loss_completeness: 0.0801, loss_reg: 0.0680, loss: 0.3081, grad_norm: 7.8896 2020-10-05 20:19:31,067 - mmaction - INFO - Epoch [97][16/25] lr: 1.000e-03, eta: 22:11:18, time: 0.519, data_time: 0.059, memory: 6352, loss_activity: 0.0542, loss_completeness: 0.0809, loss_reg: 0.0341, loss: 0.1691, grad_norm: 4.6429 2020-10-05 20:19:31,778 - mmaction - INFO - Epoch [97][17/25] lr: 1.000e-03, eta: 22:10:40, time: 0.655, data_time: 0.060, memory: 6352, loss_activity: 0.3653, loss_completeness: 0.0695, loss_reg: 0.0637, loss: 0.4985, grad_norm: 12.3603 2020-10-05 20:19:32,282 - mmaction - INFO - Epoch [97][18/25] lr: 1.000e-03, eta: 22:10:02, time: 0.582, data_time: 0.123, memory: 6352, loss_activity: 0.0115, loss_completeness: 0.0582, loss_reg: 0.0398, loss: 0.1095, grad_norm: 3.9447 2020-10-05 20:19:32,720 - mmaction - INFO - Epoch [97][19/25] lr: 1.000e-03, eta: 22:09:23, time: 0.451, data_time: 0.039, memory: 6352, loss_activity: 0.0315, loss_completeness: 0.0770, loss_reg: 0.0699, loss: 0.1783, grad_norm: 5.2137 2020-10-05 20:19:33,275 - mmaction - INFO - Epoch [97][20/25] lr: 1.000e-03, eta: 22:08:44, time: 0.571, data_time: 0.034, memory: 6352, loss_activity: 0.1799, loss_completeness: 0.0975, loss_reg: 0.0434, loss: 0.3208, grad_norm: 8.2471 2020-10-05 20:19:34,050 - mmaction - INFO - Epoch [97][21/25] lr: 1.000e-03, eta: 22:08:06, time: 0.687, data_time: 0.073, memory: 6352, loss_activity: 0.4052, loss_completeness: 0.0962, loss_reg: 0.0385, loss: 0.5398, grad_norm: 9.7272 2020-10-05 20:19:34,513 - mmaction - INFO - Epoch [97][22/25] lr: 1.000e-03, eta: 22:07:28, time: 0.548, data_time: 0.144, memory: 6352, loss_activity: 0.0755, loss_completeness: 0.0721, loss_reg: 0.0808, loss: 0.2285, grad_norm: 8.0310 2020-10-05 20:19:34,924 - mmaction - INFO - Epoch [97][23/25] lr: 1.000e-03, eta: 22:06:49, time: 0.416, data_time: 0.011, memory: 6352, loss_activity: 0.6357, loss_completeness: 0.1033, loss_reg: 0.0554, loss: 0.7944, grad_norm: 19.4582 2020-10-05 20:19:35,332 - mmaction - INFO - Epoch [97][24/25] lr: 1.000e-03, eta: 22:06:09, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.3458, loss_completeness: 0.0735, loss_reg: 0.0528, loss: 0.4721, grad_norm: 13.1382 2020-10-05 20:19:35,743 - mmaction - INFO - Epoch [97][25/25] lr: 1.000e-03, eta: 22:05:30, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.1773, loss_completeness: 0.0812, loss_reg: 0.0612, loss: 0.3196, grad_norm: 9.1160 2020-10-05 20:19:45,801 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:22:55,538 - mmaction - INFO - Epoch [98][1/25] lr: 1.000e-03, eta: 22:17:57, time: 189.606, data_time: 183.262, memory: 6352, loss_activity: 0.4621, loss_completeness: 0.0886, loss_reg: 0.0823, loss: 0.6330, grad_norm: 20.9984 2020-10-05 20:22:56,225 - mmaction - INFO - Epoch [98][2/25] lr: 1.000e-03, eta: 22:17:19, time: 0.763, data_time: 0.234, memory: 6352, loss_activity: 0.2958, loss_completeness: 0.0730, loss_reg: 0.1037, loss: 0.4726, grad_norm: 9.5795 2020-10-05 20:22:56,748 - mmaction - INFO - Epoch [98][3/25] lr: 1.000e-03, eta: 22:16:40, time: 0.495, data_time: 0.057, memory: 6352, loss_activity: 0.1133, loss_completeness: 0.0817, loss_reg: 0.0519, loss: 0.2469, grad_norm: 8.7338 2020-10-05 20:22:57,292 - mmaction - INFO - Epoch [98][4/25] lr: 1.000e-03, eta: 22:16:02, time: 0.624, data_time: 0.087, memory: 6352, loss_activity: 0.3172, loss_completeness: 0.0904, loss_reg: 0.0646, loss: 0.4722, grad_norm: 13.5676 2020-10-05 20:22:57,808 - mmaction - INFO - Epoch [98][5/25] lr: 1.000e-03, eta: 22:15:23, time: 0.442, data_time: 0.011, memory: 6352, loss_activity: 0.0387, loss_completeness: 0.0696, loss_reg: 0.0533, loss: 0.1616, grad_norm: 5.2696 2020-10-05 20:22:58,312 - mmaction - INFO - Epoch [98][6/25] lr: 1.000e-03, eta: 22:14:44, time: 0.512, data_time: 0.082, memory: 6352, loss_activity: 0.3236, loss_completeness: 0.1098, loss_reg: 0.0811, loss: 0.5145, grad_norm: 9.1802 2020-10-05 20:22:58,865 - mmaction - INFO - Epoch [98][7/25] lr: 1.000e-03, eta: 22:14:06, time: 0.606, data_time: 0.094, memory: 6352, loss_activity: 0.2075, loss_completeness: 0.0692, loss_reg: 0.0780, loss: 0.3548, grad_norm: 8.3543 2020-10-05 20:22:59,420 - mmaction - INFO - Epoch [98][8/25] lr: 1.000e-03, eta: 22:13:27, time: 0.535, data_time: 0.019, memory: 6352, loss_activity: 0.0823, loss_completeness: 0.0615, loss_reg: 0.0507, loss: 0.1946, grad_norm: 5.1317 2020-10-05 20:23:00,014 - mmaction - INFO - Epoch [98][9/25] lr: 1.000e-03, eta: 22:12:49, time: 0.593, data_time: 0.040, memory: 6352, loss_activity: 0.2154, loss_completeness: 0.0838, loss_reg: 0.0665, loss: 0.3656, grad_norm: 5.8127 2020-10-05 20:23:00,528 - mmaction - INFO - Epoch [98][10/25] lr: 1.000e-03, eta: 22:12:10, time: 0.534, data_time: 0.040, memory: 6352, loss_activity: 0.2767, loss_completeness: 0.0661, loss_reg: 0.0767, loss: 0.4195, grad_norm: 9.1726 2020-10-05 20:23:01,173 - mmaction - INFO - Epoch [98][11/25] lr: 1.000e-03, eta: 22:11:32, time: 0.608, data_time: 0.021, memory: 6352, loss_activity: 0.1970, loss_completeness: 0.0576, loss_reg: 0.0837, loss: 0.3382, grad_norm: 12.1997 2020-10-05 20:23:01,663 - mmaction - INFO - Epoch [98][12/25] lr: 1.000e-03, eta: 22:10:53, time: 0.526, data_time: 0.064, memory: 6352, loss_activity: 0.5901, loss_completeness: 0.1050, loss_reg: 0.0612, loss: 0.7563, grad_norm: 14.1710 2020-10-05 20:23:02,153 - mmaction - INFO - Epoch [98][13/25] lr: 1.000e-03, eta: 22:10:15, time: 0.488, data_time: 0.021, memory: 6352, loss_activity: 0.4067, loss_completeness: 0.0813, loss_reg: 0.0250, loss: 0.5131, grad_norm: 9.9107 2020-10-05 20:23:02,759 - mmaction - INFO - Epoch [98][14/25] lr: 1.000e-03, eta: 22:09:36, time: 0.610, data_time: 0.022, memory: 6352, loss_activity: 0.2289, loss_completeness: 0.0897, loss_reg: 0.0501, loss: 0.3687, grad_norm: 8.5358 2020-10-05 20:23:03,286 - mmaction - INFO - Epoch [98][15/25] lr: 1.000e-03, eta: 22:08:58, time: 0.510, data_time: 0.019, memory: 6352, loss_activity: 0.1912, loss_completeness: 0.0836, loss_reg: 0.0488, loss: 0.3237, grad_norm: 10.8313 2020-10-05 20:23:03,787 - mmaction - INFO - Epoch [98][16/25] lr: 1.000e-03, eta: 22:08:20, time: 0.521, data_time: 0.036, memory: 6352, loss_activity: 0.2832, loss_completeness: 0.0949, loss_reg: 0.0781, loss: 0.4561, grad_norm: 10.3372 2020-10-05 20:23:04,298 - mmaction - INFO - Epoch [98][17/25] lr: 1.000e-03, eta: 22:07:41, time: 0.521, data_time: 0.016, memory: 6352, loss_activity: 0.3897, loss_completeness: 0.0643, loss_reg: 0.0947, loss: 0.5488, grad_norm: 17.0345 2020-10-05 20:23:04,932 - mmaction - INFO - Epoch [98][18/25] lr: 1.000e-03, eta: 22:07:03, time: 0.632, data_time: 0.007, memory: 6352, loss_activity: 0.4099, loss_completeness: 0.0676, loss_reg: 0.0457, loss: 0.5232, grad_norm: 8.7558 2020-10-05 20:23:05,595 - mmaction - INFO - Epoch [98][19/25] lr: 1.000e-03, eta: 22:06:25, time: 0.652, data_time: 0.009, memory: 6352, loss_activity: 0.3933, loss_completeness: 0.0815, loss_reg: 0.0272, loss: 0.5020, grad_norm: 13.0981 2020-10-05 20:23:06,232 - mmaction - INFO - Epoch [98][20/25] lr: 1.000e-03, eta: 22:05:47, time: 0.626, data_time: 0.079, memory: 6352, loss_activity: 0.2544, loss_completeness: 0.0769, loss_reg: 0.0483, loss: 0.3796, grad_norm: 11.6173 2020-10-05 20:23:06,850 - mmaction - INFO - Epoch [98][21/25] lr: 1.000e-03, eta: 22:05:09, time: 0.539, data_time: 0.114, memory: 6352, loss_activity: 0.1042, loss_completeness: 0.1058, loss_reg: 0.0566, loss: 0.2666, grad_norm: 4.6282 2020-10-05 20:23:07,278 - mmaction - INFO - Epoch [98][22/25] lr: 1.000e-03, eta: 22:04:31, time: 0.523, data_time: 0.110, memory: 6352, loss_activity: 0.3687, loss_completeness: 0.0922, loss_reg: 0.0609, loss: 0.5218, grad_norm: 12.6681 2020-10-05 20:23:07,684 - mmaction - INFO - Epoch [98][23/25] lr: 1.000e-03, eta: 22:03:52, time: 0.414, data_time: 0.013, memory: 6352, loss_activity: 0.0284, loss_completeness: 0.0897, loss_reg: 0.0668, loss: 0.1850, grad_norm: 4.3428 2020-10-05 20:23:08,092 - mmaction - INFO - Epoch [98][24/25] lr: 1.000e-03, eta: 22:03:14, time: 0.407, data_time: 0.006, memory: 6352, loss_activity: 0.1519, loss_completeness: 0.0892, loss_reg: 0.0338, loss: 0.2750, grad_norm: 9.5700 2020-10-05 20:23:08,501 - mmaction - INFO - Epoch [98][25/25] lr: 1.000e-03, eta: 22:02:35, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.2189, loss_completeness: 0.0702, loss_reg: 0.0577, loss: 0.3468, grad_norm: 12.3928 2020-10-05 20:23:16,007 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:26:27,566 - mmaction - INFO - Epoch [99][1/25] lr: 1.000e-03, eta: 22:14:59, time: 191.372, data_time: 184.854, memory: 6352, loss_activity: 0.4180, loss_completeness: 0.0979, loss_reg: 0.0301, loss: 0.5460, grad_norm: 12.4503 2020-10-05 20:26:28,229 - mmaction - INFO - Epoch [99][2/25] lr: 1.000e-03, eta: 22:14:22, time: 0.803, data_time: 0.312, memory: 6352, loss_activity: 0.5249, loss_completeness: 0.0985, loss_reg: 0.0748, loss: 0.6983, grad_norm: 13.4127 2020-10-05 20:26:28,743 - mmaction - INFO - Epoch [99][3/25] lr: 1.000e-03, eta: 22:13:44, time: 0.535, data_time: 0.070, memory: 6352, loss_activity: 0.3716, loss_completeness: 0.0927, loss_reg: 0.0510, loss: 0.5153, grad_norm: 8.6759 2020-10-05 20:26:29,220 - mmaction - INFO - Epoch [99][4/25] lr: 1.000e-03, eta: 22:13:05, time: 0.492, data_time: 0.046, memory: 6352, loss_activity: 0.2803, loss_completeness: 0.0544, loss_reg: 0.0185, loss: 0.3533, grad_norm: 7.3183 2020-10-05 20:26:29,738 - mmaction - INFO - Epoch [99][5/25] lr: 1.000e-03, eta: 22:12:27, time: 0.511, data_time: 0.014, memory: 6352, loss_activity: 0.3424, loss_completeness: 0.0720, loss_reg: 0.0646, loss: 0.4791, grad_norm: 8.3041 2020-10-05 20:26:30,310 - mmaction - INFO - Epoch [99][6/25] lr: 1.000e-03, eta: 22:11:48, time: 0.531, data_time: 0.021, memory: 6352, loss_activity: 0.0797, loss_completeness: 0.0865, loss_reg: 0.1203, loss: 0.2864, grad_norm: 5.8513 2020-10-05 20:26:30,772 - mmaction - INFO - Epoch [99][7/25] lr: 1.000e-03, eta: 22:11:10, time: 0.516, data_time: 0.061, memory: 6352, loss_activity: 0.4565, loss_completeness: 0.1016, loss_reg: 0.0215, loss: 0.5796, grad_norm: 11.9452 2020-10-05 20:26:31,415 - mmaction - INFO - Epoch [99][8/25] lr: 1.000e-03, eta: 22:10:32, time: 0.583, data_time: 0.007, memory: 6352, loss_activity: 0.4167, loss_completeness: 0.0902, loss_reg: 0.0887, loss: 0.5956, grad_norm: 14.2793 2020-10-05 20:26:31,999 - mmaction - INFO - Epoch [99][9/25] lr: 1.000e-03, eta: 22:09:54, time: 0.575, data_time: 0.067, memory: 6352, loss_activity: 0.2280, loss_completeness: 0.0752, loss_reg: 0.0639, loss: 0.3671, grad_norm: 7.7602 2020-10-05 20:26:32,542 - mmaction - INFO - Epoch [99][10/25] lr: 1.000e-03, eta: 22:09:16, time: 0.505, data_time: 0.078, memory: 6352, loss_activity: 0.3191, loss_completeness: 0.0844, loss_reg: 0.0329, loss: 0.4364, grad_norm: 7.4181 2020-10-05 20:26:33,163 - mmaction - INFO - Epoch [99][11/25] lr: 1.000e-03, eta: 22:08:38, time: 0.673, data_time: 0.126, memory: 6352, loss_activity: 0.0413, loss_completeness: 0.0709, loss_reg: 0.0748, loss: 0.1871, grad_norm: 4.7117 2020-10-05 20:26:33,664 - mmaction - INFO - Epoch [99][12/25] lr: 1.000e-03, eta: 22:08:00, time: 0.482, data_time: 0.070, memory: 6352, loss_activity: 0.5371, loss_completeness: 0.0797, loss_reg: 0.0516, loss: 0.6684, grad_norm: 10.8784 2020-10-05 20:26:34,266 - mmaction - INFO - Epoch [99][13/25] lr: 1.000e-03, eta: 22:07:22, time: 0.606, data_time: 0.085, memory: 6352, loss_activity: 0.3234, loss_completeness: 0.1023, loss_reg: 0.0726, loss: 0.4983, grad_norm: 11.9935 2020-10-05 20:26:34,760 - mmaction - INFO - Epoch [99][14/25] lr: 1.000e-03, eta: 22:06:44, time: 0.563, data_time: 0.078, memory: 6352, loss_activity: 0.0713, loss_completeness: 0.0791, loss_reg: 0.0788, loss: 0.2292, grad_norm: 5.0719 2020-10-05 20:26:35,276 - mmaction - INFO - Epoch [99][15/25] lr: 1.000e-03, eta: 22:06:06, time: 0.479, data_time: 0.014, memory: 6352, loss_activity: 0.1634, loss_completeness: 0.0779, loss_reg: 0.0601, loss: 0.3014, grad_norm: 7.9976 2020-10-05 20:26:35,811 - mmaction - INFO - Epoch [99][16/25] lr: 1.000e-03, eta: 22:05:27, time: 0.524, data_time: 0.047, memory: 6352, loss_activity: 0.0541, loss_completeness: 0.0914, loss_reg: 0.0492, loss: 0.1948, grad_norm: 5.3224 2020-10-05 20:26:36,381 - mmaction - INFO - Epoch [99][17/25] lr: 1.000e-03, eta: 22:04:50, time: 0.622, data_time: 0.058, memory: 6352, loss_activity: 0.3387, loss_completeness: 0.0811, loss_reg: 0.0432, loss: 0.4630, grad_norm: 11.4938 2020-10-05 20:26:36,830 - mmaction - INFO - Epoch [99][18/25] lr: 1.000e-03, eta: 22:04:11, time: 0.433, data_time: 0.019, memory: 6352, loss_activity: 0.5466, loss_completeness: 0.0809, loss_reg: 0.0389, loss: 0.6664, grad_norm: 14.5703 2020-10-05 20:26:37,419 - mmaction - INFO - Epoch [99][19/25] lr: 1.000e-03, eta: 22:03:34, time: 0.605, data_time: 0.021, memory: 6352, loss_activity: 0.1343, loss_completeness: 0.0692, loss_reg: 0.0428, loss: 0.2462, grad_norm: 7.5527 2020-10-05 20:26:38,009 - mmaction - INFO - Epoch [99][20/25] lr: 1.000e-03, eta: 22:02:56, time: 0.526, data_time: 0.008, memory: 6352, loss_activity: 0.2925, loss_completeness: 0.0923, loss_reg: 0.0681, loss: 0.4529, grad_norm: 9.7181 2020-10-05 20:26:38,650 - mmaction - INFO - Epoch [99][21/25] lr: 1.000e-03, eta: 22:02:18, time: 0.618, data_time: 0.151, memory: 6352, loss_activity: 0.0762, loss_completeness: 0.0656, loss_reg: 0.0690, loss: 0.2108, grad_norm: 6.5377 2020-10-05 20:26:39,116 - mmaction - INFO - Epoch [99][22/25] lr: 1.000e-03, eta: 22:01:41, time: 0.537, data_time: 0.136, memory: 6352, loss_activity: 0.4151, loss_completeness: 0.0698, loss_reg: 0.0638, loss: 0.5487, grad_norm: 14.6911 2020-10-05 20:26:39,526 - mmaction - INFO - Epoch [99][23/25] lr: 1.000e-03, eta: 22:01:02, time: 0.425, data_time: 0.021, memory: 6352, loss_activity: 0.3744, loss_completeness: 0.0876, loss_reg: 0.0818, loss: 0.5438, grad_norm: 9.2988 2020-10-05 20:26:39,938 - mmaction - INFO - Epoch [99][24/25] lr: 1.000e-03, eta: 22:00:24, time: 0.412, data_time: 0.006, memory: 6352, loss_activity: 0.0723, loss_completeness: 0.0642, loss_reg: 0.0695, loss: 0.2060, grad_norm: 6.0693 2020-10-05 20:26:40,347 - mmaction - INFO - Epoch [99][25/25] lr: 1.000e-03, eta: 21:59:46, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.1868, loss_completeness: 0.0488, loss_reg: 0.0510, loss: 0.2866, grad_norm: 6.9133 2020-10-05 20:26:48,978 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:30:01,844 - mmaction - INFO - Epoch [100][1/25] lr: 1.000e-03, eta: 22:12:06, time: 192.715, data_time: 184.376, memory: 6352, loss_activity: 0.4351, loss_completeness: 0.0873, loss_reg: 0.0912, loss: 0.6136, grad_norm: 14.8941 2020-10-05 20:30:02,536 - mmaction - INFO - Epoch [100][2/25] lr: 1.000e-03, eta: 22:11:29, time: 0.747, data_time: 0.257, memory: 6352, loss_activity: 0.1788, loss_completeness: 0.0727, loss_reg: 0.0537, loss: 0.3052, grad_norm: 9.9811 2020-10-05 20:30:03,000 - mmaction - INFO - Epoch [100][3/25] lr: 1.000e-03, eta: 22:10:51, time: 0.517, data_time: 0.108, memory: 6352, loss_activity: 0.2203, loss_completeness: 0.0605, loss_reg: 0.0542, loss: 0.3351, grad_norm: 7.5834 2020-10-05 20:30:03,579 - mmaction - INFO - Epoch [100][4/25] lr: 1.000e-03, eta: 22:10:13, time: 0.573, data_time: 0.048, memory: 6352, loss_activity: 0.3390, loss_completeness: 0.0771, loss_reg: 0.0819, loss: 0.4979, grad_norm: 13.4537 2020-10-05 20:30:04,133 - mmaction - INFO - Epoch [100][5/25] lr: 1.000e-03, eta: 22:09:35, time: 0.540, data_time: 0.051, memory: 6352, loss_activity: 0.6375, loss_completeness: 0.0684, loss_reg: 0.0170, loss: 0.7229, grad_norm: 22.0509 2020-10-05 20:30:04,617 - mmaction - INFO - Epoch [100][6/25] lr: 1.000e-03, eta: 22:08:57, time: 0.539, data_time: 0.071, memory: 6352, loss_activity: 0.5195, loss_completeness: 0.0573, loss_reg: 0.0324, loss: 0.6092, grad_norm: 18.4369 2020-10-05 20:30:05,287 - mmaction - INFO - Epoch [100][7/25] lr: 1.000e-03, eta: 22:08:19, time: 0.569, data_time: 0.009, memory: 6352, loss_activity: 0.2944, loss_completeness: 0.0919, loss_reg: 0.0397, loss: 0.4261, grad_norm: 9.6466 2020-10-05 20:30:05,795 - mmaction - INFO - Epoch [100][8/25] lr: 1.000e-03, eta: 22:07:42, time: 0.588, data_time: 0.111, memory: 6352, loss_activity: 0.2220, loss_completeness: 0.0677, loss_reg: 0.0445, loss: 0.3342, grad_norm: 9.0468 2020-10-05 20:30:06,358 - mmaction - INFO - Epoch [100][9/25] lr: 1.000e-03, eta: 22:07:04, time: 0.513, data_time: 0.032, memory: 6352, loss_activity: 0.9943, loss_completeness: 0.1143, loss_reg: 0.0311, loss: 1.1397, grad_norm: 17.2337 2020-10-05 20:30:06,891 - mmaction - INFO - Epoch [100][10/25] lr: 1.000e-03, eta: 22:06:26, time: 0.568, data_time: 0.081, memory: 6352, loss_activity: 0.0683, loss_completeness: 0.0908, loss_reg: 0.0644, loss: 0.2235, grad_norm: 8.2686 2020-10-05 20:30:07,429 - mmaction - INFO - Epoch [100][11/25] lr: 1.000e-03, eta: 22:05:48, time: 0.570, data_time: 0.047, memory: 6352, loss_activity: 0.2477, loss_completeness: 0.0776, loss_reg: 0.0190, loss: 0.3442, grad_norm: 8.2772 2020-10-05 20:30:08,179 - mmaction - INFO - Epoch [100][12/25] lr: 1.000e-03, eta: 22:05:11, time: 0.646, data_time: 0.016, memory: 6352, loss_activity: 0.3099, loss_completeness: 0.0646, loss_reg: 0.0576, loss: 0.4322, grad_norm: 14.5504 2020-10-05 20:30:08,748 - mmaction - INFO - Epoch [100][13/25] lr: 1.000e-03, eta: 22:04:33, time: 0.568, data_time: 0.131, memory: 6352, loss_activity: 0.3276, loss_completeness: 0.0586, loss_reg: 0.0723, loss: 0.4585, grad_norm: 13.1665 2020-10-05 20:30:09,318 - mmaction - INFO - Epoch [100][14/25] lr: 1.000e-03, eta: 22:03:56, time: 0.596, data_time: 0.140, memory: 6352, loss_activity: 0.2071, loss_completeness: 0.0737, loss_reg: 0.1059, loss: 0.3868, grad_norm: 6.6824 2020-10-05 20:30:09,901 - mmaction - INFO - Epoch [100][15/25] lr: 1.000e-03, eta: 22:03:18, time: 0.600, data_time: 0.093, memory: 6352, loss_activity: 0.4452, loss_completeness: 0.0853, loss_reg: 0.0549, loss: 0.5854, grad_norm: 14.4770 2020-10-05 20:30:10,348 - mmaction - INFO - Epoch [100][16/25] lr: 1.000e-03, eta: 22:02:41, time: 0.503, data_time: 0.075, memory: 6352, loss_activity: 0.3013, loss_completeness: 0.0848, loss_reg: 0.0517, loss: 0.4378, grad_norm: 10.9066 2020-10-05 20:30:10,964 - mmaction - INFO - Epoch [100][17/25] lr: 1.000e-03, eta: 22:02:03, time: 0.594, data_time: 0.021, memory: 6352, loss_activity: 0.3899, loss_completeness: 0.0944, loss_reg: 0.0486, loss: 0.5329, grad_norm: 10.6937 2020-10-05 20:30:11,574 - mmaction - INFO - Epoch [100][18/25] lr: 1.000e-03, eta: 22:01:26, time: 0.506, data_time: 0.053, memory: 6352, loss_activity: 0.2297, loss_completeness: 0.0788, loss_reg: 0.0414, loss: 0.3499, grad_norm: 9.2387 2020-10-05 20:30:12,075 - mmaction - INFO - Epoch [100][19/25] lr: 1.000e-03, eta: 22:00:48, time: 0.580, data_time: 0.144, memory: 6352, loss_activity: 0.2743, loss_completeness: 0.0722, loss_reg: 0.0533, loss: 0.3998, grad_norm: 9.0469 2020-10-05 20:30:12,692 - mmaction - INFO - Epoch [100][20/25] lr: 1.000e-03, eta: 22:00:11, time: 0.588, data_time: 0.124, memory: 6352, loss_activity: 0.3401, loss_completeness: 0.0758, loss_reg: 0.0729, loss: 0.4888, grad_norm: 9.4521 2020-10-05 20:30:13,243 - mmaction - INFO - Epoch [100][21/25] lr: 1.000e-03, eta: 21:59:33, time: 0.563, data_time: 0.141, memory: 6352, loss_activity: 0.2615, loss_completeness: 0.0819, loss_reg: 0.0469, loss: 0.3904, grad_norm: 11.6941 2020-10-05 20:30:13,744 - mmaction - INFO - Epoch [100][22/25] lr: 1.000e-03, eta: 21:58:56, time: 0.578, data_time: 0.083, memory: 6352, loss_activity: 0.2229, loss_completeness: 0.0685, loss_reg: 0.0601, loss: 0.3515, grad_norm: 8.7644 2020-10-05 20:30:14,160 - mmaction - INFO - Epoch [100][23/25] lr: 1.000e-03, eta: 21:58:18, time: 0.416, data_time: 0.004, memory: 6352, loss_activity: 0.1680, loss_completeness: 0.0854, loss_reg: 0.0380, loss: 0.2914, grad_norm: 10.4680 2020-10-05 20:30:14,569 - mmaction - INFO - Epoch [100][24/25] lr: 1.000e-03, eta: 21:57:40, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.0501, loss_completeness: 0.0472, loss_reg: 0.0425, loss: 0.1397, grad_norm: 4.2886 2020-10-05 20:30:14,980 - mmaction - INFO - Epoch [100][25/25] lr: 1.000e-03, eta: 21:57:02, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.4265, loss_completeness: 0.1109, loss_reg: 0.0469, loss: 0.5844, grad_norm: 13.2675 2020-10-05 20:30:22,710 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-10-05 20:30:23,193 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:33:39,262 - mmaction - INFO - Epoch [101][1/25] lr: 1.000e-03, eta: 22:09:26, time: 195.930, data_time: 188.300, memory: 6352, loss_activity: 0.2067, loss_completeness: 0.0771, loss_reg: 0.0569, loss: 0.3408, grad_norm: 8.5347 2020-10-05 20:33:39,811 - mmaction - INFO - Epoch [101][2/25] lr: 1.000e-03, eta: 22:08:49, time: 0.627, data_time: 0.210, memory: 6352, loss_activity: 0.1337, loss_completeness: 0.0818, loss_reg: 0.0336, loss: 0.2490, grad_norm: 5.6793 2020-10-05 20:33:40,308 - mmaction - INFO - Epoch [101][3/25] lr: 1.000e-03, eta: 22:08:11, time: 0.551, data_time: 0.088, memory: 6352, loss_activity: 0.2218, loss_completeness: 0.0782, loss_reg: 0.0524, loss: 0.3524, grad_norm: 8.0093 2020-10-05 20:33:40,992 - mmaction - INFO - Epoch [101][4/25] lr: 1.000e-03, eta: 22:07:34, time: 0.615, data_time: 0.010, memory: 6352, loss_activity: 0.2016, loss_completeness: 0.0834, loss_reg: 0.0729, loss: 0.3579, grad_norm: 7.4326 2020-10-05 20:33:41,518 - mmaction - INFO - Epoch [101][5/25] lr: 1.000e-03, eta: 22:06:56, time: 0.571, data_time: 0.080, memory: 6352, loss_activity: 0.1364, loss_completeness: 0.0433, loss_reg: 0.0662, loss: 0.2458, grad_norm: 7.5973 2020-10-05 20:33:42,048 - mmaction - INFO - Epoch [101][6/25] lr: 1.000e-03, eta: 22:06:19, time: 0.457, data_time: 0.033, memory: 6352, loss_activity: 0.4142, loss_completeness: 0.0742, loss_reg: 0.0639, loss: 0.5524, grad_norm: 12.3749 2020-10-05 20:33:42,643 - mmaction - INFO - Epoch [101][7/25] lr: 1.000e-03, eta: 22:05:41, time: 0.574, data_time: 0.108, memory: 6352, loss_activity: 0.2908, loss_completeness: 0.0783, loss_reg: 0.0465, loss: 0.4156, grad_norm: 7.8708 2020-10-05 20:33:43,253 - mmaction - INFO - Epoch [101][8/25] lr: 1.000e-03, eta: 22:05:04, time: 0.611, data_time: 0.131, memory: 6352, loss_activity: 0.7515, loss_completeness: 0.0862, loss_reg: 0.0374, loss: 0.8751, grad_norm: 19.5099 2020-10-05 20:33:43,770 - mmaction - INFO - Epoch [101][9/25] lr: 1.000e-03, eta: 22:04:26, time: 0.554, data_time: 0.134, memory: 6352, loss_activity: 0.3633, loss_completeness: 0.0644, loss_reg: 0.0452, loss: 0.4730, grad_norm: 10.4924 2020-10-05 20:33:44,251 - mmaction - INFO - Epoch [101][10/25] lr: 1.000e-03, eta: 22:03:49, time: 0.537, data_time: 0.091, memory: 6352, loss_activity: 0.2107, loss_completeness: 0.0761, loss_reg: 0.0303, loss: 0.3171, grad_norm: 12.4537 2020-10-05 20:33:44,824 - mmaction - INFO - Epoch [101][11/25] lr: 1.000e-03, eta: 22:03:11, time: 0.519, data_time: 0.046, memory: 6352, loss_activity: 0.4209, loss_completeness: 0.0664, loss_reg: 0.0763, loss: 0.5636, grad_norm: 8.6328 2020-10-05 20:33:45,526 - mmaction - INFO - Epoch [101][12/25] lr: 1.000e-03, eta: 22:02:34, time: 0.650, data_time: 0.090, memory: 6352, loss_activity: 0.4121, loss_completeness: 0.0722, loss_reg: 0.0458, loss: 0.5301, grad_norm: 11.3100 2020-10-05 20:33:45,986 - mmaction - INFO - Epoch [101][13/25] lr: 1.000e-03, eta: 22:01:57, time: 0.569, data_time: 0.143, memory: 6352, loss_activity: 0.2776, loss_completeness: 0.0955, loss_reg: 0.0634, loss: 0.4366, grad_norm: 11.3370 2020-10-05 20:33:46,455 - mmaction - INFO - Epoch [101][14/25] lr: 1.000e-03, eta: 22:01:20, time: 0.491, data_time: 0.031, memory: 6352, loss_activity: 0.4100, loss_completeness: 0.0767, loss_reg: 0.0627, loss: 0.5494, grad_norm: 16.6145 2020-10-05 20:33:47,084 - mmaction - INFO - Epoch [101][15/25] lr: 1.000e-03, eta: 22:00:43, time: 0.596, data_time: 0.008, memory: 6352, loss_activity: 0.1109, loss_completeness: 0.0500, loss_reg: 0.0260, loss: 0.1868, grad_norm: 5.8638 2020-10-05 20:33:47,788 - mmaction - INFO - Epoch [101][16/25] lr: 1.000e-03, eta: 22:00:06, time: 0.726, data_time: 0.089, memory: 6352, loss_activity: 0.4801, loss_completeness: 0.0660, loss_reg: 0.0323, loss: 0.5784, grad_norm: 13.0775 2020-10-05 20:33:48,323 - mmaction - INFO - Epoch [101][17/25] lr: 1.000e-03, eta: 21:59:29, time: 0.523, data_time: 0.025, memory: 6352, loss_activity: 0.2760, loss_completeness: 0.0752, loss_reg: 0.0393, loss: 0.3906, grad_norm: 10.8570 2020-10-05 20:33:48,746 - mmaction - INFO - Epoch [101][18/25] lr: 1.000e-03, eta: 21:58:51, time: 0.433, data_time: 0.033, memory: 6352, loss_activity: 0.2822, loss_completeness: 0.0840, loss_reg: 0.0628, loss: 0.4290, grad_norm: 11.5040 2020-10-05 20:33:49,450 - mmaction - INFO - Epoch [101][19/25] lr: 1.000e-03, eta: 21:58:14, time: 0.547, data_time: 0.022, memory: 6352, loss_activity: 0.2263, loss_completeness: 0.0874, loss_reg: 0.0729, loss: 0.3865, grad_norm: 10.0211 2020-10-05 20:33:50,050 - mmaction - INFO - Epoch [101][20/25] lr: 1.000e-03, eta: 21:57:37, time: 0.682, data_time: 0.209, memory: 6352, loss_activity: 0.1860, loss_completeness: 0.0595, loss_reg: 0.0522, loss: 0.2977, grad_norm: 5.5440 2020-10-05 20:33:50,611 - mmaction - INFO - Epoch [101][21/25] lr: 1.000e-03, eta: 21:57:01, time: 0.653, data_time: 0.144, memory: 6352, loss_activity: 0.3051, loss_completeness: 0.1017, loss_reg: 0.0424, loss: 0.4492, grad_norm: 11.0066 2020-10-05 20:33:51,032 - mmaction - INFO - Epoch [101][22/25] lr: 1.000e-03, eta: 21:56:23, time: 0.421, data_time: 0.014, memory: 6352, loss_activity: 0.3057, loss_completeness: 0.0709, loss_reg: 0.0732, loss: 0.4498, grad_norm: 11.9652 2020-10-05 20:33:51,441 - mmaction - INFO - Epoch [101][23/25] lr: 1.000e-03, eta: 21:55:45, time: 0.409, data_time: 0.004, memory: 6352, loss_activity: 0.1858, loss_completeness: 0.0945, loss_reg: 0.0762, loss: 0.3565, grad_norm: 11.0724 2020-10-05 20:33:51,850 - mmaction - INFO - Epoch [101][24/25] lr: 1.000e-03, eta: 21:55:08, time: 0.408, data_time: 0.003, memory: 6352, loss_activity: 0.1247, loss_completeness: 0.0730, loss_reg: 0.0593, loss: 0.2570, grad_norm: 5.9611 2020-10-05 20:33:52,259 - mmaction - INFO - Epoch [101][25/25] lr: 1.000e-03, eta: 21:54:30, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.1732, loss_completeness: 0.0732, loss_reg: 0.0446, loss: 0.2911, grad_norm: 6.5906 2020-10-05 20:34:00,810 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:37:20,565 - mmaction - INFO - Epoch [102][1/25] lr: 1.000e-03, eta: 22:06:59, time: 199.522, data_time: 193.555, memory: 6352, loss_activity: 0.2313, loss_completeness: 0.0844, loss_reg: 0.0183, loss: 0.3339, grad_norm: 11.3244 2020-10-05 20:37:21,307 - mmaction - INFO - Epoch [102][2/25] lr: 1.000e-03, eta: 22:06:23, time: 0.807, data_time: 0.363, memory: 6352, loss_activity: 0.0881, loss_completeness: 0.0367, loss_reg: 0.0611, loss: 0.1858, grad_norm: 5.4724 2020-10-05 20:37:21,768 - mmaction - INFO - Epoch [102][3/25] lr: 1.000e-03, eta: 22:05:46, time: 0.605, data_time: 0.174, memory: 6352, loss_activity: 0.1720, loss_completeness: 0.0529, loss_reg: 0.0289, loss: 0.2538, grad_norm: 8.9915 2020-10-05 20:37:22,282 - mmaction - INFO - Epoch [102][4/25] lr: 1.000e-03, eta: 22:05:08, time: 0.511, data_time: 0.032, memory: 6352, loss_activity: 0.1228, loss_completeness: 0.1058, loss_reg: 0.1198, loss: 0.3484, grad_norm: 11.4963 2020-10-05 20:37:22,806 - mmaction - INFO - Epoch [102][5/25] lr: 1.000e-03, eta: 22:04:31, time: 0.534, data_time: 0.036, memory: 6352, loss_activity: 0.8567, loss_completeness: 0.0642, loss_reg: 0.0366, loss: 0.9576, grad_norm: 25.0189 2020-10-05 20:37:23,362 - mmaction - INFO - Epoch [102][6/25] lr: 1.000e-03, eta: 22:03:54, time: 0.569, data_time: 0.026, memory: 6352, loss_activity: 0.3216, loss_completeness: 0.0820, loss_reg: 0.0463, loss: 0.4499, grad_norm: 9.5672 2020-10-05 20:37:23,979 - mmaction - INFO - Epoch [102][7/25] lr: 1.000e-03, eta: 22:03:16, time: 0.494, data_time: 0.021, memory: 6352, loss_activity: 0.5522, loss_completeness: 0.0950, loss_reg: 0.0317, loss: 0.6788, grad_norm: 15.9268 2020-10-05 20:37:24,623 - mmaction - INFO - Epoch [102][8/25] lr: 1.000e-03, eta: 22:02:40, time: 0.648, data_time: 0.141, memory: 6352, loss_activity: 0.3312, loss_completeness: 0.0842, loss_reg: 0.0577, loss: 0.4731, grad_norm: 13.1147 2020-10-05 20:37:25,242 - mmaction - INFO - Epoch [102][9/25] lr: 1.000e-03, eta: 22:02:03, time: 0.588, data_time: 0.126, memory: 6352, loss_activity: 0.1779, loss_completeness: 0.0642, loss_reg: 0.0750, loss: 0.3171, grad_norm: 9.8256 2020-10-05 20:37:25,791 - mmaction - INFO - Epoch [102][10/25] lr: 1.000e-03, eta: 22:01:26, time: 0.648, data_time: 0.156, memory: 6352, loss_activity: 0.0402, loss_completeness: 0.0729, loss_reg: 0.0658, loss: 0.1789, grad_norm: 4.5520 2020-10-05 20:37:26,344 - mmaction - INFO - Epoch [102][11/25] lr: 1.000e-03, eta: 22:00:49, time: 0.476, data_time: 0.058, memory: 6352, loss_activity: 0.3455, loss_completeness: 0.0882, loss_reg: 0.0301, loss: 0.4638, grad_norm: 10.8844 2020-10-05 20:37:26,850 - mmaction - INFO - Epoch [102][12/25] lr: 1.000e-03, eta: 22:00:12, time: 0.570, data_time: 0.141, memory: 6352, loss_activity: 0.1106, loss_completeness: 0.0554, loss_reg: 0.0414, loss: 0.2074, grad_norm: 7.7669 2020-10-05 20:37:27,360 - mmaction - INFO - Epoch [102][13/25] lr: 1.000e-03, eta: 21:59:35, time: 0.541, data_time: 0.106, memory: 6352, loss_activity: 0.1591, loss_completeness: 0.0815, loss_reg: 0.0495, loss: 0.2901, grad_norm: 8.9368 2020-10-05 20:37:27,853 - mmaction - INFO - Epoch [102][14/25] lr: 1.000e-03, eta: 21:58:57, time: 0.502, data_time: 0.038, memory: 6352, loss_activity: 0.1950, loss_completeness: 0.0944, loss_reg: 0.0235, loss: 0.3130, grad_norm: 6.9972 2020-10-05 20:37:28,391 - mmaction - INFO - Epoch [102][15/25] lr: 1.000e-03, eta: 21:58:21, time: 0.552, data_time: 0.033, memory: 6352, loss_activity: 0.0695, loss_completeness: 0.0651, loss_reg: 0.0453, loss: 0.1799, grad_norm: 5.8141 2020-10-05 20:37:28,915 - mmaction - INFO - Epoch [102][16/25] lr: 1.000e-03, eta: 21:57:44, time: 0.524, data_time: 0.016, memory: 6352, loss_activity: 0.2834, loss_completeness: 0.0750, loss_reg: 0.0583, loss: 0.4167, grad_norm: 11.8046 2020-10-05 20:37:29,491 - mmaction - INFO - Epoch [102][17/25] lr: 1.000e-03, eta: 21:57:07, time: 0.544, data_time: 0.021, memory: 6352, loss_activity: 0.4331, loss_completeness: 0.0916, loss_reg: 0.0712, loss: 0.5960, grad_norm: 13.5272 2020-10-05 20:37:29,952 - mmaction - INFO - Epoch [102][18/25] lr: 1.000e-03, eta: 21:56:30, time: 0.496, data_time: 0.050, memory: 6352, loss_activity: 0.3706, loss_completeness: 0.1003, loss_reg: 0.0714, loss: 0.5423, grad_norm: 12.8784 2020-10-05 20:37:30,592 - mmaction - INFO - Epoch [102][19/25] lr: 1.000e-03, eta: 21:55:53, time: 0.535, data_time: 0.013, memory: 6352, loss_activity: 0.1232, loss_completeness: 0.0744, loss_reg: 0.0469, loss: 0.2445, grad_norm: 6.8021 2020-10-05 20:37:31,231 - mmaction - INFO - Epoch [102][20/25] lr: 1.000e-03, eta: 21:55:16, time: 0.614, data_time: 0.126, memory: 6352, loss_activity: 0.2238, loss_completeness: 0.0683, loss_reg: 0.0152, loss: 0.3073, grad_norm: 7.2615 2020-10-05 20:37:31,903 - mmaction - INFO - Epoch [102][21/25] lr: 1.000e-03, eta: 21:54:40, time: 0.778, data_time: 0.191, memory: 6352, loss_activity: 0.4482, loss_completeness: 0.0851, loss_reg: 0.0554, loss: 0.5887, grad_norm: 16.6801 2020-10-05 20:37:32,321 - mmaction - INFO - Epoch [102][22/25] lr: 1.000e-03, eta: 21:54:03, time: 0.449, data_time: 0.048, memory: 6352, loss_activity: 0.6408, loss_completeness: 0.0723, loss_reg: 0.0157, loss: 0.7288, grad_norm: 12.5854 2020-10-05 20:37:32,733 - mmaction - INFO - Epoch [102][23/25] lr: 1.000e-03, eta: 21:53:26, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.1691, loss_completeness: 0.0656, loss_reg: 0.0370, loss: 0.2716, grad_norm: 8.3328 2020-10-05 20:37:33,144 - mmaction - INFO - Epoch [102][24/25] lr: 1.000e-03, eta: 21:52:49, time: 0.416, data_time: 0.012, memory: 6352, loss_activity: 0.2584, loss_completeness: 0.0796, loss_reg: 0.0417, loss: 0.3798, grad_norm: 11.4778 2020-10-05 20:37:33,554 - mmaction - INFO - Epoch [102][25/25] lr: 1.000e-03, eta: 21:52:11, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.2437, loss_completeness: 0.0854, loss_reg: 0.0832, loss: 0.4123, grad_norm: 8.8464 2020-10-05 20:37:42,222 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:40:59,726 - mmaction - INFO - Epoch [103][1/25] lr: 1.000e-03, eta: 22:04:22, time: 197.364, data_time: 191.274, memory: 6352, loss_activity: 0.2285, loss_completeness: 0.0940, loss_reg: 0.0421, loss: 0.3646, grad_norm: 6.0958 2020-10-05 20:41:00,343 - mmaction - INFO - Epoch [103][2/25] lr: 1.000e-03, eta: 22:03:46, time: 0.705, data_time: 0.212, memory: 6352, loss_activity: 0.5108, loss_completeness: 0.0706, loss_reg: 0.0673, loss: 0.6487, grad_norm: 13.7241 2020-10-05 20:41:00,878 - mmaction - INFO - Epoch [103][3/25] lr: 1.000e-03, eta: 22:03:09, time: 0.492, data_time: 0.055, memory: 6352, loss_activity: 0.5061, loss_completeness: 0.0733, loss_reg: 0.0795, loss: 0.6589, grad_norm: 9.7204 2020-10-05 20:41:01,448 - mmaction - INFO - Epoch [103][4/25] lr: 1.000e-03, eta: 22:02:32, time: 0.639, data_time: 0.144, memory: 6352, loss_activity: 0.2978, loss_completeness: 0.0719, loss_reg: 0.0512, loss: 0.4209, grad_norm: 8.4608 2020-10-05 20:41:02,001 - mmaction - INFO - Epoch [103][5/25] lr: 1.000e-03, eta: 22:01:55, time: 0.544, data_time: 0.032, memory: 6352, loss_activity: 0.1964, loss_completeness: 0.0763, loss_reg: 0.0304, loss: 0.3031, grad_norm: 9.9002 2020-10-05 20:41:02,523 - mmaction - INFO - Epoch [103][6/25] lr: 1.000e-03, eta: 22:01:18, time: 0.501, data_time: 0.054, memory: 6352, loss_activity: 0.0899, loss_completeness: 0.0649, loss_reg: 0.0241, loss: 0.1788, grad_norm: 5.3498 2020-10-05 20:41:03,162 - mmaction - INFO - Epoch [103][7/25] lr: 1.000e-03, eta: 22:00:42, time: 0.608, data_time: 0.064, memory: 6352, loss_activity: 0.1763, loss_completeness: 0.0435, loss_reg: 0.0422, loss: 0.2621, grad_norm: 7.9649 2020-10-05 20:41:03,603 - mmaction - INFO - Epoch [103][8/25] lr: 1.000e-03, eta: 22:00:05, time: 0.523, data_time: 0.091, memory: 6352, loss_activity: 0.1876, loss_completeness: 0.0710, loss_reg: 0.0928, loss: 0.3514, grad_norm: 8.5747 2020-10-05 20:41:04,218 - mmaction - INFO - Epoch [103][9/25] lr: 1.000e-03, eta: 21:59:28, time: 0.617, data_time: 0.009, memory: 6352, loss_activity: 0.4056, loss_completeness: 0.0944, loss_reg: 0.0554, loss: 0.5554, grad_norm: 15.4746 2020-10-05 20:41:04,680 - mmaction - INFO - Epoch [103][10/25] lr: 1.000e-03, eta: 21:58:51, time: 0.444, data_time: 0.031, memory: 6352, loss_activity: 0.2083, loss_completeness: 0.0915, loss_reg: 0.0327, loss: 0.3325, grad_norm: 9.6369 2020-10-05 20:41:05,233 - mmaction - INFO - Epoch [103][11/25] lr: 1.000e-03, eta: 21:58:14, time: 0.540, data_time: 0.023, memory: 6352, loss_activity: 0.4464, loss_completeness: 0.0622, loss_reg: 0.0305, loss: 0.5391, grad_norm: 14.0596 2020-10-05 20:41:05,740 - mmaction - INFO - Epoch [103][12/25] lr: 1.000e-03, eta: 21:57:37, time: 0.507, data_time: 0.036, memory: 6352, loss_activity: 0.3142, loss_completeness: 0.0882, loss_reg: 0.0309, loss: 0.4332, grad_norm: 11.2447 2020-10-05 20:41:06,325 - mmaction - INFO - Epoch [103][13/25] lr: 1.000e-03, eta: 21:57:01, time: 0.600, data_time: 0.036, memory: 6352, loss_activity: 0.0255, loss_completeness: 0.0681, loss_reg: 0.0369, loss: 0.1304, grad_norm: 3.4656 2020-10-05 20:41:07,066 - mmaction - INFO - Epoch [103][14/25] lr: 1.000e-03, eta: 21:56:25, time: 0.711, data_time: 0.022, memory: 6352, loss_activity: 0.1131, loss_completeness: 0.0515, loss_reg: 0.0670, loss: 0.2316, grad_norm: 5.0381 2020-10-05 20:41:07,557 - mmaction - INFO - Epoch [103][15/25] lr: 1.000e-03, eta: 21:55:48, time: 0.463, data_time: 0.053, memory: 6352, loss_activity: 0.2103, loss_completeness: 0.0951, loss_reg: 0.0751, loss: 0.3805, grad_norm: 11.0809 2020-10-05 20:41:08,102 - mmaction - INFO - Epoch [103][16/25] lr: 1.000e-03, eta: 21:55:12, time: 0.576, data_time: 0.093, memory: 6352, loss_activity: 0.3335, loss_completeness: 0.0916, loss_reg: 0.0415, loss: 0.4667, grad_norm: 15.2542 2020-10-05 20:41:08,635 - mmaction - INFO - Epoch [103][17/25] lr: 1.000e-03, eta: 21:54:35, time: 0.541, data_time: 0.051, memory: 6352, loss_activity: 0.2756, loss_completeness: 0.0967, loss_reg: 0.0395, loss: 0.4118, grad_norm: 9.7291 2020-10-05 20:41:09,173 - mmaction - INFO - Epoch [103][18/25] lr: 1.000e-03, eta: 21:53:58, time: 0.551, data_time: 0.042, memory: 6352, loss_activity: 0.0859, loss_completeness: 0.0715, loss_reg: 0.0624, loss: 0.2197, grad_norm: 6.3588 2020-10-05 20:41:09,767 - mmaction - INFO - Epoch [103][19/25] lr: 1.000e-03, eta: 21:53:22, time: 0.579, data_time: 0.030, memory: 6352, loss_activity: 0.6582, loss_completeness: 0.0662, loss_reg: 0.0821, loss: 0.8066, grad_norm: 13.1597 2020-10-05 20:41:10,274 - mmaction - INFO - Epoch [103][20/25] lr: 1.000e-03, eta: 21:52:45, time: 0.518, data_time: 0.048, memory: 6352, loss_activity: 0.3330, loss_completeness: 0.0927, loss_reg: 0.0638, loss: 0.4896, grad_norm: 13.7168 2020-10-05 20:41:10,770 - mmaction - INFO - Epoch [103][21/25] lr: 1.000e-03, eta: 21:52:09, time: 0.519, data_time: 0.086, memory: 6352, loss_activity: 0.4355, loss_completeness: 0.1060, loss_reg: 0.0399, loss: 0.5813, grad_norm: 14.5360 2020-10-05 20:41:11,366 - mmaction - INFO - Epoch [103][22/25] lr: 1.000e-03, eta: 21:51:33, time: 0.597, data_time: 0.009, memory: 6352, loss_activity: 0.2550, loss_completeness: 0.0892, loss_reg: 0.0361, loss: 0.3803, grad_norm: 11.3789 2020-10-05 20:41:11,810 - mmaction - INFO - Epoch [103][23/25] lr: 1.000e-03, eta: 21:50:56, time: 0.438, data_time: 0.035, memory: 6352, loss_activity: 0.1407, loss_completeness: 0.0656, loss_reg: 0.0790, loss: 0.2853, grad_norm: 8.1820 2020-10-05 20:41:12,224 - mmaction - INFO - Epoch [103][24/25] lr: 1.000e-03, eta: 21:50:19, time: 0.421, data_time: 0.014, memory: 6352, loss_activity: 0.4060, loss_completeness: 0.1042, loss_reg: 0.0845, loss: 0.5947, grad_norm: 11.7746 2020-10-05 20:41:12,640 - mmaction - INFO - Epoch [103][25/25] lr: 1.000e-03, eta: 21:49:42, time: 0.414, data_time: 0.009, memory: 6352, loss_activity: 0.4579, loss_completeness: 0.0981, loss_reg: 0.0618, loss: 0.6178, grad_norm: 13.1106 2020-10-05 20:41:21,502 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:44:38,528 - mmaction - INFO - Epoch [104][1/25] lr: 1.000e-03, eta: 22:01:42, time: 196.808, data_time: 189.211, memory: 6352, loss_activity: 0.2980, loss_completeness: 0.0815, loss_reg: 0.0755, loss: 0.4551, grad_norm: 8.6822 2020-10-05 20:44:39,234 - mmaction - INFO - Epoch [104][2/25] lr: 1.000e-03, eta: 22:01:06, time: 0.762, data_time: 0.327, memory: 6352, loss_activity: 0.1233, loss_completeness: 0.0808, loss_reg: 0.0775, loss: 0.2815, grad_norm: 7.9221 2020-10-05 20:44:39,837 - mmaction - INFO - Epoch [104][3/25] lr: 1.000e-03, eta: 22:00:30, time: 0.594, data_time: 0.168, memory: 6352, loss_activity: 0.7858, loss_completeness: 0.0955, loss_reg: 0.0506, loss: 0.9319, grad_norm: 14.5843 2020-10-05 20:44:40,399 - mmaction - INFO - Epoch [104][4/25] lr: 1.000e-03, eta: 21:59:54, time: 0.688, data_time: 0.179, memory: 6352, loss_activity: 0.2044, loss_completeness: 0.1004, loss_reg: 0.0396, loss: 0.3444, grad_norm: 7.5345 2020-10-05 20:44:40,847 - mmaction - INFO - Epoch [104][5/25] lr: 1.000e-03, eta: 21:59:17, time: 0.474, data_time: 0.050, memory: 6352, loss_activity: 0.1346, loss_completeness: 0.0902, loss_reg: 0.0682, loss: 0.2930, grad_norm: 8.0090 2020-10-05 20:44:41,390 - mmaction - INFO - Epoch [104][6/25] lr: 1.000e-03, eta: 21:58:40, time: 0.540, data_time: 0.024, memory: 6352, loss_activity: 0.2712, loss_completeness: 0.0685, loss_reg: 0.0587, loss: 0.3984, grad_norm: 6.3880 2020-10-05 20:44:42,081 - mmaction - INFO - Epoch [104][7/25] lr: 1.000e-03, eta: 21:58:04, time: 0.659, data_time: 0.048, memory: 6352, loss_activity: 0.3051, loss_completeness: 0.0950, loss_reg: 0.0439, loss: 0.4440, grad_norm: 6.8638 2020-10-05 20:44:42,582 - mmaction - INFO - Epoch [104][8/25] lr: 1.000e-03, eta: 21:57:28, time: 0.552, data_time: 0.058, memory: 6352, loss_activity: 0.4222, loss_completeness: 0.0695, loss_reg: 0.0535, loss: 0.5452, grad_norm: 9.2693 2020-10-05 20:44:43,164 - mmaction - INFO - Epoch [104][9/25] lr: 1.000e-03, eta: 21:56:51, time: 0.534, data_time: 0.028, memory: 6352, loss_activity: 0.0577, loss_completeness: 0.0607, loss_reg: 0.0107, loss: 0.1292, grad_norm: 3.7509 2020-10-05 20:44:43,756 - mmaction - INFO - Epoch [104][10/25] lr: 1.000e-03, eta: 21:56:15, time: 0.550, data_time: 0.076, memory: 6352, loss_activity: 0.0240, loss_completeness: 0.0872, loss_reg: 0.0592, loss: 0.1704, grad_norm: 4.4157 2020-10-05 20:44:44,270 - mmaction - INFO - Epoch [104][11/25] lr: 1.000e-03, eta: 21:55:38, time: 0.578, data_time: 0.142, memory: 6352, loss_activity: 0.3168, loss_completeness: 0.0957, loss_reg: 0.0385, loss: 0.4510, grad_norm: 9.0314 2020-10-05 20:44:44,777 - mmaction - INFO - Epoch [104][12/25] lr: 1.000e-03, eta: 21:55:02, time: 0.516, data_time: 0.037, memory: 6352, loss_activity: 0.1261, loss_completeness: 0.0770, loss_reg: 0.0542, loss: 0.2572, grad_norm: 7.9261 2020-10-05 20:44:45,326 - mmaction - INFO - Epoch [104][13/25] lr: 1.000e-03, eta: 21:54:25, time: 0.503, data_time: 0.024, memory: 6352, loss_activity: 0.1325, loss_completeness: 0.0890, loss_reg: 0.0247, loss: 0.2462, grad_norm: 6.2293 2020-10-05 20:44:45,977 - mmaction - INFO - Epoch [104][14/25] lr: 1.000e-03, eta: 21:53:50, time: 0.689, data_time: 0.075, memory: 6352, loss_activity: 0.3696, loss_completeness: 0.0914, loss_reg: 0.0154, loss: 0.4763, grad_norm: 15.2651 2020-10-05 20:44:46,524 - mmaction - INFO - Epoch [104][15/25] lr: 1.000e-03, eta: 21:53:13, time: 0.485, data_time: 0.036, memory: 6352, loss_activity: 0.1353, loss_completeness: 0.0681, loss_reg: 0.0577, loss: 0.2612, grad_norm: 6.3761 2020-10-05 20:44:47,009 - mmaction - INFO - Epoch [104][16/25] lr: 1.000e-03, eta: 21:52:37, time: 0.552, data_time: 0.098, memory: 6352, loss_activity: 0.2360, loss_completeness: 0.0579, loss_reg: 0.0715, loss: 0.3654, grad_norm: 8.5189 2020-10-05 20:44:47,558 - mmaction - INFO - Epoch [104][17/25] lr: 1.000e-03, eta: 21:52:00, time: 0.516, data_time: 0.024, memory: 6352, loss_activity: 0.0817, loss_completeness: 0.0954, loss_reg: 0.0628, loss: 0.2398, grad_norm: 5.5408 2020-10-05 20:44:48,065 - mmaction - INFO - Epoch [104][18/25] lr: 1.000e-03, eta: 21:51:24, time: 0.560, data_time: 0.063, memory: 6352, loss_activity: 0.3234, loss_completeness: 0.0903, loss_reg: 0.0620, loss: 0.4757, grad_norm: 13.3467 2020-10-05 20:44:48,578 - mmaction - INFO - Epoch [104][19/25] lr: 1.000e-03, eta: 21:50:48, time: 0.502, data_time: 0.008, memory: 6352, loss_activity: 0.2185, loss_completeness: 0.0720, loss_reg: 0.0598, loss: 0.3502, grad_norm: 8.8457 2020-10-05 20:44:49,296 - mmaction - INFO - Epoch [104][20/25] lr: 1.000e-03, eta: 21:50:12, time: 0.581, data_time: 0.059, memory: 6352, loss_activity: 0.1625, loss_completeness: 0.0916, loss_reg: 0.0643, loss: 0.3184, grad_norm: 9.6478 2020-10-05 20:44:49,895 - mmaction - INFO - Epoch [104][21/25] lr: 1.000e-03, eta: 21:49:36, time: 0.702, data_time: 0.203, memory: 6352, loss_activity: 0.1001, loss_completeness: 0.0658, loss_reg: 0.0547, loss: 0.2206, grad_norm: 5.2558 2020-10-05 20:44:50,298 - mmaction - INFO - Epoch [104][22/25] lr: 1.000e-03, eta: 21:49:00, time: 0.448, data_time: 0.052, memory: 6352, loss_activity: 0.0229, loss_completeness: 0.0534, loss_reg: 0.0520, loss: 0.1283, grad_norm: 4.0890 2020-10-05 20:44:50,706 - mmaction - INFO - Epoch [104][23/25] lr: 1.000e-03, eta: 21:48:23, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.3953, loss_completeness: 0.1072, loss_reg: 0.0720, loss: 0.5745, grad_norm: 14.4264 2020-10-05 20:44:51,117 - mmaction - INFO - Epoch [104][24/25] lr: 1.000e-03, eta: 21:47:47, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.2629, loss_completeness: 0.0846, loss_reg: 0.0304, loss: 0.3779, grad_norm: 9.5066 2020-10-05 20:44:51,527 - mmaction - INFO - Epoch [104][25/25] lr: 1.000e-03, eta: 21:47:10, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.3221, loss_completeness: 0.0394, loss_reg: 0.0724, loss: 0.4340, grad_norm: 9.2873 2020-10-05 20:44:59,970 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:48:02,627 - mmaction - INFO - Epoch [105][1/25] lr: 1.000e-03, eta: 21:58:07, time: 182.563, data_time: 178.558, memory: 6352, loss_activity: 0.0410, loss_completeness: 0.0859, loss_reg: 0.0481, loss: 0.1750, grad_norm: 4.9692 2020-10-05 20:48:03,307 - mmaction - INFO - Epoch [105][2/25] lr: 1.000e-03, eta: 21:57:31, time: 0.682, data_time: 0.198, memory: 6352, loss_activity: 0.3233, loss_completeness: 0.0909, loss_reg: 0.0304, loss: 0.4446, grad_norm: 15.0024 2020-10-05 20:48:03,776 - mmaction - INFO - Epoch [105][3/25] lr: 1.000e-03, eta: 21:56:55, time: 0.504, data_time: 0.103, memory: 6352, loss_activity: 0.5841, loss_completeness: 0.0730, loss_reg: 0.0519, loss: 0.7091, grad_norm: 19.8233 2020-10-05 20:48:04,260 - mmaction - INFO - Epoch [105][4/25] lr: 1.000e-03, eta: 21:56:18, time: 0.527, data_time: 0.066, memory: 6352, loss_activity: 0.3544, loss_completeness: 0.0542, loss_reg: 0.0406, loss: 0.4492, grad_norm: 19.2362 2020-10-05 20:48:04,815 - mmaction - INFO - Epoch [105][5/25] lr: 1.000e-03, eta: 21:55:42, time: 0.559, data_time: 0.016, memory: 6352, loss_activity: 0.3088, loss_completeness: 0.0679, loss_reg: 0.0635, loss: 0.4402, grad_norm: 14.2047 2020-10-05 20:48:05,340 - mmaction - INFO - Epoch [105][6/25] lr: 1.000e-03, eta: 21:55:06, time: 0.508, data_time: 0.012, memory: 6352, loss_activity: 0.4270, loss_completeness: 0.0637, loss_reg: 0.0809, loss: 0.5715, grad_norm: 18.5928 2020-10-05 20:48:05,881 - mmaction - INFO - Epoch [105][7/25] lr: 1.000e-03, eta: 21:54:30, time: 0.556, data_time: 0.038, memory: 6352, loss_activity: 0.2736, loss_completeness: 0.0753, loss_reg: 0.1070, loss: 0.4560, grad_norm: 12.5526 2020-10-05 20:48:06,407 - mmaction - INFO - Epoch [105][8/25] lr: 1.000e-03, eta: 21:53:53, time: 0.489, data_time: 0.017, memory: 6352, loss_activity: 0.1642, loss_completeness: 0.0831, loss_reg: 0.0630, loss: 0.3103, grad_norm: 6.9634 2020-10-05 20:48:06,973 - mmaction - INFO - Epoch [105][9/25] lr: 1.000e-03, eta: 21:53:17, time: 0.535, data_time: 0.052, memory: 6352, loss_activity: 0.5550, loss_completeness: 0.1114, loss_reg: 0.0655, loss: 0.7319, grad_norm: 19.0336 2020-10-05 20:48:07,446 - mmaction - INFO - Epoch [105][10/25] lr: 1.000e-03, eta: 21:52:41, time: 0.537, data_time: 0.090, memory: 6352, loss_activity: 0.7741, loss_completeness: 0.0787, loss_reg: 0.0354, loss: 0.8881, grad_norm: 18.0387 2020-10-05 20:48:07,951 - mmaction - INFO - Epoch [105][11/25] lr: 1.000e-03, eta: 21:52:05, time: 0.490, data_time: 0.017, memory: 6352, loss_activity: 0.1102, loss_completeness: 0.0903, loss_reg: 0.0449, loss: 0.2453, grad_norm: 6.0341 2020-10-05 20:48:08,598 - mmaction - INFO - Epoch [105][12/25] lr: 1.000e-03, eta: 21:51:29, time: 0.611, data_time: 0.037, memory: 6352, loss_activity: 0.3907, loss_completeness: 0.0907, loss_reg: 0.0536, loss: 0.5350, grad_norm: 8.3338 2020-10-05 20:48:09,094 - mmaction - INFO - Epoch [105][13/25] lr: 1.000e-03, eta: 21:50:53, time: 0.514, data_time: 0.069, memory: 6352, loss_activity: 0.2709, loss_completeness: 0.0680, loss_reg: 0.1032, loss: 0.4421, grad_norm: 11.2578 2020-10-05 20:48:09,676 - mmaction - INFO - Epoch [105][14/25] lr: 1.000e-03, eta: 21:50:17, time: 0.600, data_time: 0.051, memory: 6352, loss_activity: 0.3358, loss_completeness: 0.1185, loss_reg: 0.0374, loss: 0.4917, grad_norm: 5.8470 2020-10-05 20:48:10,286 - mmaction - INFO - Epoch [105][15/25] lr: 1.000e-03, eta: 21:49:41, time: 0.577, data_time: 0.033, memory: 6352, loss_activity: 0.5700, loss_completeness: 0.0959, loss_reg: 0.0260, loss: 0.6919, grad_norm: 12.4561 2020-10-05 20:48:10,752 - mmaction - INFO - Epoch [105][16/25] lr: 1.000e-03, eta: 21:49:05, time: 0.503, data_time: 0.066, memory: 6352, loss_activity: 0.3014, loss_completeness: 0.0707, loss_reg: 0.0278, loss: 0.4000, grad_norm: 9.8869 2020-10-05 20:48:11,343 - mmaction - INFO - Epoch [105][17/25] lr: 1.000e-03, eta: 21:48:30, time: 0.601, data_time: 0.028, memory: 6352, loss_activity: 0.0136, loss_completeness: 0.0654, loss_reg: 0.0664, loss: 0.1454, grad_norm: 3.6002 2020-10-05 20:48:11,827 - mmaction - INFO - Epoch [105][18/25] lr: 1.000e-03, eta: 21:47:53, time: 0.488, data_time: 0.031, memory: 6352, loss_activity: 0.2239, loss_completeness: 0.0879, loss_reg: 0.0613, loss: 0.3731, grad_norm: 12.1663 2020-10-05 20:48:12,361 - mmaction - INFO - Epoch [105][19/25] lr: 1.000e-03, eta: 21:47:18, time: 0.514, data_time: 0.030, memory: 6352, loss_activity: 0.0820, loss_completeness: 0.0605, loss_reg: 0.0227, loss: 0.1652, grad_norm: 5.0893 2020-10-05 20:48:12,863 - mmaction - INFO - Epoch [105][20/25] lr: 1.000e-03, eta: 21:46:42, time: 0.517, data_time: 0.034, memory: 6352, loss_activity: 0.1069, loss_completeness: 0.0633, loss_reg: 0.0504, loss: 0.2205, grad_norm: 11.9929 2020-10-05 20:48:13,592 - mmaction - INFO - Epoch [105][21/25] lr: 1.000e-03, eta: 21:46:06, time: 0.668, data_time: 0.070, memory: 6352, loss_activity: 0.3780, loss_completeness: 0.0684, loss_reg: 0.0254, loss: 0.4718, grad_norm: 8.6122 2020-10-05 20:48:14,062 - mmaction - INFO - Epoch [105][22/25] lr: 1.000e-03, eta: 21:45:30, time: 0.545, data_time: 0.136, memory: 6352, loss_activity: 0.3558, loss_completeness: 0.0755, loss_reg: 0.0340, loss: 0.4653, grad_norm: 11.2012 2020-10-05 20:48:14,472 - mmaction - INFO - Epoch [105][23/25] lr: 1.000e-03, eta: 21:44:54, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.5678, loss_completeness: 0.0764, loss_reg: 0.0187, loss: 0.6630, grad_norm: 16.0215 2020-10-05 20:48:14,882 - mmaction - INFO - Epoch [105][24/25] lr: 1.000e-03, eta: 21:44:18, time: 0.409, data_time: 0.003, memory: 6352, loss_activity: 0.0500, loss_completeness: 0.0670, loss_reg: 0.0904, loss: 0.2074, grad_norm: 5.2823 2020-10-05 20:48:15,292 - mmaction - INFO - Epoch [105][25/25] lr: 1.000e-03, eta: 21:43:42, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.6994, loss_completeness: 0.0810, loss_reg: 0.0878, loss: 0.8682, grad_norm: 17.2385 2020-10-05 20:48:23,083 - mmaction - INFO - Saving checkpoint at 105 epochs 2020-10-05 20:48:24,228 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:51:26,384 - mmaction - INFO - Epoch [106][1/25] lr: 1.000e-03, eta: 21:54:28, time: 181.946, data_time: 177.461, memory: 6352, loss_activity: 0.4713, loss_completeness: 0.0923, loss_reg: 0.0340, loss: 0.5977, grad_norm: 15.3936 2020-10-05 20:51:27,029 - mmaction - INFO - Epoch [106][2/25] lr: 1.000e-03, eta: 21:53:53, time: 0.814, data_time: 0.325, memory: 6352, loss_activity: 0.1982, loss_completeness: 0.0875, loss_reg: 0.0340, loss: 0.3197, grad_norm: 10.9846 2020-10-05 20:51:27,470 - mmaction - INFO - Epoch [106][3/25] lr: 1.000e-03, eta: 21:53:17, time: 0.479, data_time: 0.046, memory: 6352, loss_activity: 0.4114, loss_completeness: 0.0652, loss_reg: 0.0594, loss: 0.5360, grad_norm: 12.0531 2020-10-05 20:51:28,022 - mmaction - INFO - Epoch [106][4/25] lr: 1.000e-03, eta: 21:52:41, time: 0.539, data_time: 0.006, memory: 6352, loss_activity: 0.7982, loss_completeness: 0.0967, loss_reg: 0.0431, loss: 0.9380, grad_norm: 14.8017 2020-10-05 20:51:28,731 - mmaction - INFO - Epoch [106][5/25] lr: 1.000e-03, eta: 21:52:06, time: 0.651, data_time: 0.019, memory: 6352, loss_activity: 0.2283, loss_completeness: 0.0774, loss_reg: 0.0862, loss: 0.3919, grad_norm: 8.9771 2020-10-05 20:51:29,339 - mmaction - INFO - Epoch [106][6/25] lr: 1.000e-03, eta: 21:51:30, time: 0.534, data_time: 0.095, memory: 6352, loss_activity: 0.0628, loss_completeness: 0.0622, loss_reg: 0.0728, loss: 0.1978, grad_norm: 5.4780 2020-10-05 20:51:29,876 - mmaction - INFO - Epoch [106][7/25] lr: 1.000e-03, eta: 21:50:54, time: 0.600, data_time: 0.163, memory: 6352, loss_activity: 0.4552, loss_completeness: 0.0806, loss_reg: 0.0466, loss: 0.5823, grad_norm: 11.0847 2020-10-05 20:51:30,327 - mmaction - INFO - Epoch [106][8/25] lr: 1.000e-03, eta: 21:50:18, time: 0.530, data_time: 0.090, memory: 6352, loss_activity: 0.3459, loss_completeness: 0.0956, loss_reg: 0.0460, loss: 0.4875, grad_norm: 12.7676 2020-10-05 20:51:30,910 - mmaction - INFO - Epoch [106][9/25] lr: 1.000e-03, eta: 21:49:43, time: 0.555, data_time: 0.018, memory: 6352, loss_activity: 0.6768, loss_completeness: 0.1102, loss_reg: 0.0472, loss: 0.8342, grad_norm: 21.7610 2020-10-05 20:51:31,518 - mmaction - INFO - Epoch [106][10/25] lr: 1.000e-03, eta: 21:49:07, time: 0.554, data_time: 0.038, memory: 6352, loss_activity: 0.2075, loss_completeness: 0.0708, loss_reg: 0.0589, loss: 0.3372, grad_norm: 6.8418 2020-10-05 20:51:32,088 - mmaction - INFO - Epoch [106][11/25] lr: 1.000e-03, eta: 21:48:32, time: 0.655, data_time: 0.105, memory: 6352, loss_activity: 0.1054, loss_completeness: 0.0742, loss_reg: 0.0141, loss: 0.1938, grad_norm: 3.3692 2020-10-05 20:51:32,644 - mmaction - INFO - Epoch [106][12/25] lr: 1.000e-03, eta: 21:47:56, time: 0.534, data_time: 0.023, memory: 6352, loss_activity: 0.2169, loss_completeness: 0.0705, loss_reg: 0.0410, loss: 0.3284, grad_norm: 5.1897 2020-10-05 20:51:33,213 - mmaction - INFO - Epoch [106][13/25] lr: 1.000e-03, eta: 21:47:20, time: 0.508, data_time: 0.028, memory: 6352, loss_activity: 0.2944, loss_completeness: 0.0707, loss_reg: 0.0382, loss: 0.4032, grad_norm: 9.1314 2020-10-05 20:51:33,730 - mmaction - INFO - Epoch [106][14/25] lr: 1.000e-03, eta: 21:46:45, time: 0.591, data_time: 0.092, memory: 6352, loss_activity: 0.0980, loss_completeness: 0.0665, loss_reg: 0.0388, loss: 0.2033, grad_norm: 5.4698 2020-10-05 20:51:34,304 - mmaction - INFO - Epoch [106][15/25] lr: 1.000e-03, eta: 21:46:09, time: 0.584, data_time: 0.016, memory: 6352, loss_activity: 0.2208, loss_completeness: 0.0520, loss_reg: 0.0460, loss: 0.3188, grad_norm: 13.6723 2020-10-05 20:51:34,946 - mmaction - INFO - Epoch [106][16/25] lr: 1.000e-03, eta: 21:45:34, time: 0.594, data_time: 0.011, memory: 6352, loss_activity: 0.4684, loss_completeness: 0.1059, loss_reg: 0.0893, loss: 0.6636, grad_norm: 9.4335 2020-10-05 20:51:35,465 - mmaction - INFO - Epoch [106][17/25] lr: 1.000e-03, eta: 21:44:58, time: 0.541, data_time: 0.054, memory: 6352, loss_activity: 0.4958, loss_completeness: 0.0648, loss_reg: 0.0805, loss: 0.6411, grad_norm: 12.2245 2020-10-05 20:51:35,973 - mmaction - INFO - Epoch [106][18/25] lr: 1.000e-03, eta: 21:44:23, time: 0.535, data_time: 0.048, memory: 6352, loss_activity: 0.1814, loss_completeness: 0.0963, loss_reg: 0.0634, loss: 0.3410, grad_norm: 7.6765 2020-10-05 20:51:36,537 - mmaction - INFO - Epoch [106][19/25] lr: 1.000e-03, eta: 21:43:47, time: 0.528, data_time: 0.005, memory: 6352, loss_activity: 0.2157, loss_completeness: 0.0818, loss_reg: 0.0390, loss: 0.3365, grad_norm: 9.9733 2020-10-05 20:51:37,067 - mmaction - INFO - Epoch [106][20/25] lr: 1.000e-03, eta: 21:43:11, time: 0.532, data_time: 0.087, memory: 6352, loss_activity: 0.4730, loss_completeness: 0.1135, loss_reg: 0.0251, loss: 0.6116, grad_norm: 13.7384 2020-10-05 20:51:37,658 - mmaction - INFO - Epoch [106][21/25] lr: 1.000e-03, eta: 21:42:36, time: 0.569, data_time: 0.107, memory: 6352, loss_activity: 0.1680, loss_completeness: 0.0687, loss_reg: 0.0876, loss: 0.3243, grad_norm: 5.2809 2020-10-05 20:51:38,105 - mmaction - INFO - Epoch [106][22/25] lr: 1.000e-03, eta: 21:42:01, time: 0.502, data_time: 0.062, memory: 6352, loss_activity: 0.0833, loss_completeness: 0.0843, loss_reg: 0.0866, loss: 0.2541, grad_norm: 5.7619 2020-10-05 20:51:38,515 - mmaction - INFO - Epoch [106][23/25] lr: 1.000e-03, eta: 21:41:25, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.1461, loss_completeness: 0.0665, loss_reg: 0.0306, loss: 0.2432, grad_norm: 9.4528 2020-10-05 20:51:38,923 - mmaction - INFO - Epoch [106][24/25] lr: 1.000e-03, eta: 21:40:49, time: 0.409, data_time: 0.004, memory: 6352, loss_activity: 0.8441, loss_completeness: 0.1091, loss_reg: 0.0285, loss: 0.9817, grad_norm: 30.6015 2020-10-05 20:51:39,334 - mmaction - INFO - Epoch [106][25/25] lr: 1.000e-03, eta: 21:40:13, time: 0.410, data_time: 0.011, memory: 6352, loss_activity: 0.6118, loss_completeness: 0.1077, loss_reg: 0.0457, loss: 0.7652, grad_norm: 21.0651 2020-10-05 20:51:47,739 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:54:50,929 - mmaction - INFO - Epoch [107][1/25] lr: 1.000e-03, eta: 21:50:56, time: 183.085, data_time: 177.754, memory: 6352, loss_activity: 0.1488, loss_completeness: 0.0837, loss_reg: 0.0333, loss: 0.2658, grad_norm: 6.6908 2020-10-05 20:54:51,575 - mmaction - INFO - Epoch [107][2/25] lr: 1.000e-03, eta: 21:50:21, time: 0.646, data_time: 0.224, memory: 6352, loss_activity: 0.2491, loss_completeness: 0.0805, loss_reg: 0.0879, loss: 0.4174, grad_norm: 7.1062 2020-10-05 20:54:52,183 - mmaction - INFO - Epoch [107][3/25] lr: 1.000e-03, eta: 21:49:45, time: 0.564, data_time: 0.109, memory: 6352, loss_activity: 0.4817, loss_completeness: 0.0763, loss_reg: 0.0362, loss: 0.5941, grad_norm: 10.1928 2020-10-05 20:54:52,738 - mmaction - INFO - Epoch [107][4/25] lr: 1.000e-03, eta: 21:49:10, time: 0.599, data_time: 0.156, memory: 6352, loss_activity: 0.1773, loss_completeness: 0.0864, loss_reg: 0.0470, loss: 0.3107, grad_norm: 7.4609 2020-10-05 20:54:53,244 - mmaction - INFO - Epoch [107][5/25] lr: 1.000e-03, eta: 21:48:34, time: 0.566, data_time: 0.108, memory: 6352, loss_activity: 0.6982, loss_completeness: 0.0953, loss_reg: 0.0331, loss: 0.8266, grad_norm: 15.0519 2020-10-05 20:54:53,698 - mmaction - INFO - Epoch [107][6/25] lr: 1.000e-03, eta: 21:47:58, time: 0.490, data_time: 0.054, memory: 6352, loss_activity: 0.1964, loss_completeness: 0.0656, loss_reg: 0.0315, loss: 0.2935, grad_norm: 8.6379 2020-10-05 20:54:54,271 - mmaction - INFO - Epoch [107][7/25] lr: 1.000e-03, eta: 21:47:23, time: 0.547, data_time: 0.008, memory: 6352, loss_activity: 0.2987, loss_completeness: 0.0953, loss_reg: 0.0491, loss: 0.4430, grad_norm: 7.6928 2020-10-05 20:54:54,796 - mmaction - INFO - Epoch [107][8/25] lr: 1.000e-03, eta: 21:46:48, time: 0.540, data_time: 0.040, memory: 6352, loss_activity: 0.2334, loss_completeness: 0.0655, loss_reg: 0.0596, loss: 0.3584, grad_norm: 10.5611 2020-10-05 20:54:55,376 - mmaction - INFO - Epoch [107][9/25] lr: 1.000e-03, eta: 21:46:12, time: 0.461, data_time: 0.023, memory: 6352, loss_activity: 0.0703, loss_completeness: 0.0665, loss_reg: 0.0433, loss: 0.1801, grad_norm: 6.6580 2020-10-05 20:54:55,855 - mmaction - INFO - Epoch [107][10/25] lr: 1.000e-03, eta: 21:45:37, time: 0.601, data_time: 0.144, memory: 6352, loss_activity: 0.4429, loss_completeness: 0.0862, loss_reg: 0.0309, loss: 0.5600, grad_norm: 11.9220 2020-10-05 20:54:56,460 - mmaction - INFO - Epoch [107][11/25] lr: 1.000e-03, eta: 21:45:01, time: 0.536, data_time: 0.019, memory: 6352, loss_activity: 0.2431, loss_completeness: 0.0865, loss_reg: 0.0731, loss: 0.4028, grad_norm: 6.8003 2020-10-05 20:54:56,971 - mmaction - INFO - Epoch [107][12/25] lr: 1.000e-03, eta: 21:44:26, time: 0.554, data_time: 0.088, memory: 6352, loss_activity: 0.5341, loss_completeness: 0.1106, loss_reg: 0.0610, loss: 0.7057, grad_norm: 15.9909 2020-10-05 20:54:57,487 - mmaction - INFO - Epoch [107][13/25] lr: 1.000e-03, eta: 21:43:50, time: 0.545, data_time: 0.054, memory: 6352, loss_activity: 0.0548, loss_completeness: 0.0886, loss_reg: 0.0346, loss: 0.1780, grad_norm: 4.2089 2020-10-05 20:54:57,997 - mmaction - INFO - Epoch [107][14/25] lr: 1.000e-03, eta: 21:43:15, time: 0.480, data_time: 0.015, memory: 6352, loss_activity: 0.2318, loss_completeness: 0.0700, loss_reg: 0.0621, loss: 0.3638, grad_norm: 9.7341 2020-10-05 20:54:58,706 - mmaction - INFO - Epoch [107][15/25] lr: 1.000e-03, eta: 21:42:40, time: 0.655, data_time: 0.045, memory: 6352, loss_activity: 0.1002, loss_completeness: 0.0768, loss_reg: 0.0360, loss: 0.2130, grad_norm: 4.6297 2020-10-05 20:54:59,209 - mmaction - INFO - Epoch [107][16/25] lr: 1.000e-03, eta: 21:42:05, time: 0.526, data_time: 0.102, memory: 6352, loss_activity: 0.1698, loss_completeness: 0.0688, loss_reg: 0.0732, loss: 0.3118, grad_norm: 6.3852 2020-10-05 20:54:59,757 - mmaction - INFO - Epoch [107][17/25] lr: 1.000e-03, eta: 21:41:30, time: 0.618, data_time: 0.076, memory: 6352, loss_activity: 0.1682, loss_completeness: 0.0974, loss_reg: 0.0272, loss: 0.2928, grad_norm: 6.4821 2020-10-05 20:55:00,287 - mmaction - INFO - Epoch [107][18/25] lr: 1.000e-03, eta: 21:40:54, time: 0.462, data_time: 0.009, memory: 6352, loss_activity: 0.1787, loss_completeness: 0.0747, loss_reg: 0.0222, loss: 0.2756, grad_norm: 9.1116 2020-10-05 20:55:00,876 - mmaction - INFO - Epoch [107][19/25] lr: 1.000e-03, eta: 21:40:19, time: 0.551, data_time: 0.097, memory: 6352, loss_activity: 0.3867, loss_completeness: 0.0811, loss_reg: 0.0322, loss: 0.5001, grad_norm: 9.0870 2020-10-05 20:55:01,400 - mmaction - INFO - Epoch [107][20/25] lr: 1.000e-03, eta: 21:39:44, time: 0.630, data_time: 0.136, memory: 6352, loss_activity: 0.0976, loss_completeness: 0.0742, loss_reg: 0.0254, loss: 0.1973, grad_norm: 5.6048 2020-10-05 20:55:02,197 - mmaction - INFO - Epoch [107][21/25] lr: 1.000e-03, eta: 21:39:10, time: 0.710, data_time: 0.103, memory: 6352, loss_activity: 0.0495, loss_completeness: 0.0795, loss_reg: 0.0417, loss: 0.1707, grad_norm: 3.7485 2020-10-05 20:55:02,627 - mmaction - INFO - Epoch [107][22/25] lr: 1.000e-03, eta: 21:38:35, time: 0.518, data_time: 0.116, memory: 6352, loss_activity: 0.3561, loss_completeness: 0.0930, loss_reg: 0.0662, loss: 0.5153, grad_norm: 17.1181 2020-10-05 20:55:03,037 - mmaction - INFO - Epoch [107][23/25] lr: 1.000e-03, eta: 21:37:59, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.2315, loss_completeness: 0.0654, loss_reg: 0.0869, loss: 0.3839, grad_norm: 6.9738 2020-10-05 20:55:03,450 - mmaction - INFO - Epoch [107][24/25] lr: 1.000e-03, eta: 21:37:23, time: 0.411, data_time: 0.008, memory: 6352, loss_activity: 0.0473, loss_completeness: 0.0911, loss_reg: 0.0254, loss: 0.1638, grad_norm: 3.7447 2020-10-05 20:55:03,860 - mmaction - INFO - Epoch [107][25/25] lr: 1.000e-03, eta: 21:36:48, time: 0.411, data_time: 0.009, memory: 6352, loss_activity: 0.1213, loss_completeness: 0.0986, loss_reg: 0.0406, loss: 0.2606, grad_norm: 6.1213 2020-10-05 20:55:12,242 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 20:58:16,249 - mmaction - INFO - Epoch [108][1/25] lr: 1.000e-03, eta: 21:47:26, time: 183.910, data_time: 179.429, memory: 6352, loss_activity: 0.1488, loss_completeness: 0.0819, loss_reg: 0.0490, loss: 0.2798, grad_norm: 8.5171 2020-10-05 20:58:16,887 - mmaction - INFO - Epoch [108][2/25] lr: 1.000e-03, eta: 21:46:51, time: 0.673, data_time: 0.223, memory: 6352, loss_activity: 0.4377, loss_completeness: 0.0897, loss_reg: 0.0306, loss: 0.5580, grad_norm: 15.3084 2020-10-05 20:58:17,370 - mmaction - INFO - Epoch [108][3/25] lr: 1.000e-03, eta: 21:46:16, time: 0.516, data_time: 0.067, memory: 6352, loss_activity: 0.2811, loss_completeness: 0.0713, loss_reg: 0.0496, loss: 0.4020, grad_norm: 8.6204 2020-10-05 20:58:17,856 - mmaction - INFO - Epoch [108][4/25] lr: 1.000e-03, eta: 21:45:41, time: 0.509, data_time: 0.031, memory: 6352, loss_activity: 0.4089, loss_completeness: 0.0832, loss_reg: 0.0485, loss: 0.5406, grad_norm: 7.1489 2020-10-05 20:58:18,379 - mmaction - INFO - Epoch [108][5/25] lr: 1.000e-03, eta: 21:45:05, time: 0.491, data_time: 0.009, memory: 6352, loss_activity: 0.1684, loss_completeness: 0.0747, loss_reg: 0.0489, loss: 0.2920, grad_norm: 9.4666 2020-10-05 20:58:18,975 - mmaction - INFO - Epoch [108][6/25] lr: 1.000e-03, eta: 21:44:30, time: 0.591, data_time: 0.042, memory: 6352, loss_activity: 0.0669, loss_completeness: 0.0627, loss_reg: 0.0316, loss: 0.1613, grad_norm: 3.5583 2020-10-05 20:58:19,521 - mmaction - INFO - Epoch [108][7/25] lr: 1.000e-03, eta: 21:43:55, time: 0.567, data_time: 0.066, memory: 6352, loss_activity: 0.0698, loss_completeness: 0.0820, loss_reg: 0.0518, loss: 0.2036, grad_norm: 6.4715 2020-10-05 20:58:20,146 - mmaction - INFO - Epoch [108][8/25] lr: 1.000e-03, eta: 21:43:20, time: 0.575, data_time: 0.036, memory: 6352, loss_activity: 0.2443, loss_completeness: 0.0596, loss_reg: 0.0321, loss: 0.3360, grad_norm: 8.4376 2020-10-05 20:58:20,746 - mmaction - INFO - Epoch [108][9/25] lr: 1.000e-03, eta: 21:42:45, time: 0.670, data_time: 0.096, memory: 6352, loss_activity: 0.1350, loss_completeness: 0.0862, loss_reg: 0.0794, loss: 0.3006, grad_norm: 6.4725 2020-10-05 20:58:21,230 - mmaction - INFO - Epoch [108][10/25] lr: 1.000e-03, eta: 21:42:10, time: 0.483, data_time: 0.009, memory: 6352, loss_activity: 0.1853, loss_completeness: 0.0601, loss_reg: 0.0341, loss: 0.2795, grad_norm: 6.8423 2020-10-05 20:58:21,799 - mmaction - INFO - Epoch [108][11/25] lr: 1.000e-03, eta: 21:41:35, time: 0.565, data_time: 0.007, memory: 6352, loss_activity: 0.2643, loss_completeness: 0.0910, loss_reg: 0.0215, loss: 0.3767, grad_norm: 8.2265 2020-10-05 20:58:22,300 - mmaction - INFO - Epoch [108][12/25] lr: 1.000e-03, eta: 21:41:00, time: 0.505, data_time: 0.014, memory: 6352, loss_activity: 0.2170, loss_completeness: 0.0834, loss_reg: 0.0242, loss: 0.3246, grad_norm: 7.3967 2020-10-05 20:58:22,872 - mmaction - INFO - Epoch [108][13/25] lr: 1.000e-03, eta: 21:40:25, time: 0.528, data_time: 0.006, memory: 6352, loss_activity: 0.2125, loss_completeness: 0.0998, loss_reg: 0.0382, loss: 0.3505, grad_norm: 14.9666 2020-10-05 20:58:23,351 - mmaction - INFO - Epoch [108][14/25] lr: 1.000e-03, eta: 21:39:50, time: 0.504, data_time: 0.056, memory: 6352, loss_activity: 0.1028, loss_completeness: 0.0842, loss_reg: 0.0316, loss: 0.2185, grad_norm: 7.2827 2020-10-05 20:58:23,900 - mmaction - INFO - Epoch [108][15/25] lr: 1.000e-03, eta: 21:39:15, time: 0.568, data_time: 0.027, memory: 6352, loss_activity: 0.1473, loss_completeness: 0.0775, loss_reg: 0.0683, loss: 0.2931, grad_norm: 8.7519 2020-10-05 20:58:24,431 - mmaction - INFO - Epoch [108][16/25] lr: 1.000e-03, eta: 21:38:40, time: 0.520, data_time: 0.017, memory: 6352, loss_activity: 0.0365, loss_completeness: 0.0730, loss_reg: 0.0342, loss: 0.1438, grad_norm: 5.0249 2020-10-05 20:58:24,968 - mmaction - INFO - Epoch [108][17/25] lr: 1.000e-03, eta: 21:38:05, time: 0.540, data_time: 0.019, memory: 6352, loss_activity: 0.5297, loss_completeness: 0.0927, loss_reg: 0.0200, loss: 0.6424, grad_norm: 17.7843 2020-10-05 20:58:25,455 - mmaction - INFO - Epoch [108][18/25] lr: 1.000e-03, eta: 21:37:30, time: 0.492, data_time: 0.020, memory: 6352, loss_activity: 0.0505, loss_completeness: 0.0848, loss_reg: 0.0514, loss: 0.1866, grad_norm: 4.7146 2020-10-05 20:58:26,038 - mmaction - INFO - Epoch [108][19/25] lr: 1.000e-03, eta: 21:36:55, time: 0.531, data_time: 0.008, memory: 6352, loss_activity: 0.4872, loss_completeness: 0.0645, loss_reg: 0.0202, loss: 0.5719, grad_norm: 14.8059 2020-10-05 20:58:26,685 - mmaction - INFO - Epoch [108][20/25] lr: 1.000e-03, eta: 21:36:20, time: 0.601, data_time: 0.059, memory: 6352, loss_activity: 0.0131, loss_completeness: 0.0645, loss_reg: 0.1246, loss: 0.2023, grad_norm: 5.4128 2020-10-05 20:58:27,299 - mmaction - INFO - Epoch [108][21/25] lr: 1.000e-03, eta: 21:35:46, time: 0.652, data_time: 0.171, memory: 6352, loss_activity: 0.3041, loss_completeness: 0.0949, loss_reg: 0.0335, loss: 0.4325, grad_norm: 16.7537 2020-10-05 20:58:27,775 - mmaction - INFO - Epoch [108][22/25] lr: 1.000e-03, eta: 21:35:11, time: 0.539, data_time: 0.105, memory: 6352, loss_activity: 0.2466, loss_completeness: 0.0499, loss_reg: 0.0703, loss: 0.3669, grad_norm: 13.0591 2020-10-05 20:58:28,184 - mmaction - INFO - Epoch [108][23/25] lr: 1.000e-03, eta: 21:34:36, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.1387, loss_completeness: 0.1041, loss_reg: 0.0507, loss: 0.2935, grad_norm: 12.4842 2020-10-05 20:58:28,593 - mmaction - INFO - Epoch [108][24/25] lr: 1.000e-03, eta: 21:34:01, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.0258, loss_completeness: 0.0850, loss_reg: 0.0239, loss: 0.1347, grad_norm: 4.7469 2020-10-05 20:58:29,003 - mmaction - INFO - Epoch [108][25/25] lr: 1.000e-03, eta: 21:33:26, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.1084, loss_completeness: 0.0913, loss_reg: 0.0335, loss: 0.2331, grad_norm: 8.8313 2020-10-05 20:58:36,231 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:01:47,155 - mmaction - INFO - Epoch [109][1/25] lr: 1.000e-03, eta: 21:44:21, time: 190.765, data_time: 186.630, memory: 6352, loss_activity: 0.5830, loss_completeness: 0.0883, loss_reg: 0.0451, loss: 0.7164, grad_norm: 20.0381 2020-10-05 21:01:47,801 - mmaction - INFO - Epoch [109][2/25] lr: 1.000e-03, eta: 21:43:47, time: 0.692, data_time: 0.258, memory: 6352, loss_activity: 0.4091, loss_completeness: 0.0744, loss_reg: 0.0375, loss: 0.5209, grad_norm: 15.3869 2020-10-05 21:01:48,332 - mmaction - INFO - Epoch [109][3/25] lr: 1.000e-03, eta: 21:43:12, time: 0.543, data_time: 0.140, memory: 6352, loss_activity: 0.2338, loss_completeness: 0.0660, loss_reg: 0.0112, loss: 0.3110, grad_norm: 12.1170 2020-10-05 21:01:48,818 - mmaction - INFO - Epoch [109][4/25] lr: 1.000e-03, eta: 21:42:37, time: 0.582, data_time: 0.107, memory: 6352, loss_activity: 0.3988, loss_completeness: 0.0804, loss_reg: 0.0765, loss: 0.5557, grad_norm: 14.5787 2020-10-05 21:01:49,289 - mmaction - INFO - Epoch [109][5/25] lr: 1.000e-03, eta: 21:42:02, time: 0.471, data_time: 0.008, memory: 6352, loss_activity: 0.1853, loss_completeness: 0.0877, loss_reg: 0.0503, loss: 0.3234, grad_norm: 7.7137 2020-10-05 21:01:49,957 - mmaction - INFO - Epoch [109][6/25] lr: 1.000e-03, eta: 21:41:27, time: 0.635, data_time: 0.008, memory: 6352, loss_activity: 0.3898, loss_completeness: 0.0699, loss_reg: 0.0248, loss: 0.4845, grad_norm: 16.0062 2020-10-05 21:01:50,490 - mmaction - INFO - Epoch [109][7/25] lr: 1.000e-03, eta: 21:40:52, time: 0.519, data_time: 0.054, memory: 6352, loss_activity: 0.3225, loss_completeness: 0.0814, loss_reg: 0.0447, loss: 0.4486, grad_norm: 10.4869 2020-10-05 21:01:51,055 - mmaction - INFO - Epoch [109][8/25] lr: 1.000e-03, eta: 21:40:17, time: 0.587, data_time: 0.057, memory: 6352, loss_activity: 0.5941, loss_completeness: 0.0727, loss_reg: 0.0487, loss: 0.7155, grad_norm: 11.5830 2020-10-05 21:01:51,714 - mmaction - INFO - Epoch [109][9/25] lr: 1.000e-03, eta: 21:39:43, time: 0.604, data_time: 0.036, memory: 6352, loss_activity: 0.1412, loss_completeness: 0.0925, loss_reg: 0.0343, loss: 0.2681, grad_norm: 6.3717 2020-10-05 21:01:52,236 - mmaction - INFO - Epoch [109][10/25] lr: 1.000e-03, eta: 21:39:08, time: 0.596, data_time: 0.094, memory: 6352, loss_activity: 0.1200, loss_completeness: 0.0617, loss_reg: 0.0667, loss: 0.2484, grad_norm: 9.1421 2020-10-05 21:01:52,826 - mmaction - INFO - Epoch [109][11/25] lr: 1.000e-03, eta: 21:38:33, time: 0.517, data_time: 0.016, memory: 6352, loss_activity: 0.1676, loss_completeness: 0.0833, loss_reg: 0.0217, loss: 0.2726, grad_norm: 8.4328 2020-10-05 21:01:53,346 - mmaction - INFO - Epoch [109][12/25] lr: 1.000e-03, eta: 21:37:59, time: 0.576, data_time: 0.106, memory: 6352, loss_activity: 0.1228, loss_completeness: 0.0544, loss_reg: 0.0351, loss: 0.2123, grad_norm: 5.0205 2020-10-05 21:01:53,954 - mmaction - INFO - Epoch [109][13/25] lr: 1.000e-03, eta: 21:37:24, time: 0.558, data_time: 0.036, memory: 6352, loss_activity: 0.1290, loss_completeness: 0.0694, loss_reg: 0.0596, loss: 0.2580, grad_norm: 9.2349 2020-10-05 21:01:54,466 - mmaction - INFO - Epoch [109][14/25] lr: 1.000e-03, eta: 21:36:50, time: 0.577, data_time: 0.082, memory: 6352, loss_activity: 0.2848, loss_completeness: 0.0562, loss_reg: 0.0651, loss: 0.4061, grad_norm: 8.7589 2020-10-05 21:01:55,035 - mmaction - INFO - Epoch [109][15/25] lr: 1.000e-03, eta: 21:36:15, time: 0.532, data_time: 0.032, memory: 6352, loss_activity: 0.1626, loss_completeness: 0.0715, loss_reg: 0.0398, loss: 0.2739, grad_norm: 6.6716 2020-10-05 21:01:55,604 - mmaction - INFO - Epoch [109][16/25] lr: 1.000e-03, eta: 21:35:40, time: 0.523, data_time: 0.054, memory: 6352, loss_activity: 0.1295, loss_completeness: 0.0602, loss_reg: 0.0527, loss: 0.2424, grad_norm: 6.7446 2020-10-05 21:01:56,282 - mmaction - INFO - Epoch [109][17/25] lr: 1.000e-03, eta: 21:35:06, time: 0.681, data_time: 0.099, memory: 6352, loss_activity: 0.3094, loss_completeness: 0.0901, loss_reg: 0.0346, loss: 0.4341, grad_norm: 5.6910 2020-10-05 21:01:56,753 - mmaction - INFO - Epoch [109][18/25] lr: 1.000e-03, eta: 21:34:31, time: 0.516, data_time: 0.098, memory: 6352, loss_activity: 0.2072, loss_completeness: 0.0770, loss_reg: 0.0325, loss: 0.3167, grad_norm: 8.6347 2020-10-05 21:01:57,341 - mmaction - INFO - Epoch [109][19/25] lr: 1.000e-03, eta: 21:33:57, time: 0.603, data_time: 0.053, memory: 6352, loss_activity: 0.0792, loss_completeness: 0.0820, loss_reg: 0.0220, loss: 0.1832, grad_norm: 5.3410 2020-10-05 21:01:58,028 - mmaction - INFO - Epoch [109][20/25] lr: 1.000e-03, eta: 21:33:23, time: 0.656, data_time: 0.107, memory: 6352, loss_activity: 0.5113, loss_completeness: 0.0747, loss_reg: 0.0720, loss: 0.6580, grad_norm: 26.2833 2020-10-05 21:01:58,497 - mmaction - INFO - Epoch [109][21/25] lr: 1.000e-03, eta: 21:32:48, time: 0.532, data_time: 0.079, memory: 6352, loss_activity: 0.3322, loss_completeness: 0.0914, loss_reg: 0.0776, loss: 0.5012, grad_norm: 8.5262 2020-10-05 21:01:58,973 - mmaction - INFO - Epoch [109][22/25] lr: 1.000e-03, eta: 21:32:14, time: 0.461, data_time: 0.006, memory: 6352, loss_activity: 0.1591, loss_completeness: 0.0642, loss_reg: 0.0649, loss: 0.2883, grad_norm: 9.4659 2020-10-05 21:01:59,409 - mmaction - INFO - Epoch [109][23/25] lr: 1.000e-03, eta: 21:31:39, time: 0.445, data_time: 0.021, memory: 6352, loss_activity: 0.1757, loss_completeness: 0.0762, loss_reg: 0.0544, loss: 0.3064, grad_norm: 7.8884 2020-10-05 21:01:59,824 - mmaction - INFO - Epoch [109][24/25] lr: 1.000e-03, eta: 21:31:04, time: 0.411, data_time: 0.011, memory: 6352, loss_activity: 0.3419, loss_completeness: 0.0737, loss_reg: 0.0796, loss: 0.4952, grad_norm: 16.3330 2020-10-05 21:02:00,233 - mmaction - INFO - Epoch [109][25/25] lr: 1.000e-03, eta: 21:30:29, time: 0.413, data_time: 0.013, memory: 6352, loss_activity: 0.1263, loss_completeness: 0.0914, loss_reg: 0.0989, loss: 0.3166, grad_norm: 7.3905 2020-10-05 21:02:09,197 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:05:13,291 - mmaction - INFO - Epoch [110][1/25] lr: 1.000e-03, eta: 21:40:52, time: 183.962, data_time: 179.830, memory: 6352, loss_activity: 0.0793, loss_completeness: 0.0726, loss_reg: 0.0396, loss: 0.1915, grad_norm: 6.9407 2020-10-05 21:05:13,999 - mmaction - INFO - Epoch [110][2/25] lr: 1.000e-03, eta: 21:40:19, time: 0.816, data_time: 0.257, memory: 6352, loss_activity: 0.2577, loss_completeness: 0.0739, loss_reg: 0.0603, loss: 0.3920, grad_norm: 14.0364 2020-10-05 21:05:14,558 - mmaction - INFO - Epoch [110][3/25] lr: 1.000e-03, eta: 21:39:44, time: 0.504, data_time: 0.035, memory: 6352, loss_activity: 0.2559, loss_completeness: 0.0801, loss_reg: 0.0449, loss: 0.3809, grad_norm: 11.0137 2020-10-05 21:05:14,996 - mmaction - INFO - Epoch [110][4/25] lr: 1.000e-03, eta: 21:39:09, time: 0.498, data_time: 0.083, memory: 6352, loss_activity: 0.0385, loss_completeness: 0.0758, loss_reg: 0.0580, loss: 0.1724, grad_norm: 5.4435 2020-10-05 21:05:15,559 - mmaction - INFO - Epoch [110][5/25] lr: 1.000e-03, eta: 21:38:35, time: 0.514, data_time: 0.017, memory: 6352, loss_activity: 0.3057, loss_completeness: 0.0828, loss_reg: 0.0301, loss: 0.4186, grad_norm: 11.8916 2020-10-05 21:05:16,054 - mmaction - INFO - Epoch [110][6/25] lr: 1.000e-03, eta: 21:38:00, time: 0.512, data_time: 0.069, memory: 6352, loss_activity: 0.0808, loss_completeness: 0.0715, loss_reg: 0.0335, loss: 0.1859, grad_norm: 8.2504 2020-10-05 21:05:16,624 - mmaction - INFO - Epoch [110][7/25] lr: 1.000e-03, eta: 21:37:26, time: 0.609, data_time: 0.056, memory: 6352, loss_activity: 0.0561, loss_completeness: 0.0725, loss_reg: 0.1510, loss: 0.2796, grad_norm: 6.2385 2020-10-05 21:05:17,344 - mmaction - INFO - Epoch [110][8/25] lr: 1.000e-03, eta: 21:36:52, time: 0.718, data_time: 0.017, memory: 6352, loss_activity: 0.1202, loss_completeness: 0.0813, loss_reg: 0.0649, loss: 0.2664, grad_norm: 7.0100 2020-10-05 21:05:17,853 - mmaction - INFO - Epoch [110][9/25] lr: 1.000e-03, eta: 21:36:17, time: 0.463, data_time: 0.024, memory: 6352, loss_activity: 0.1765, loss_completeness: 0.0737, loss_reg: 0.0404, loss: 0.2906, grad_norm: 7.6920 2020-10-05 21:05:18,296 - mmaction - INFO - Epoch [110][10/25] lr: 1.000e-03, eta: 21:35:42, time: 0.472, data_time: 0.064, memory: 6352, loss_activity: 0.5835, loss_completeness: 0.0680, loss_reg: 0.0535, loss: 0.7051, grad_norm: 11.5927 2020-10-05 21:05:18,936 - mmaction - INFO - Epoch [110][11/25] lr: 1.000e-03, eta: 21:35:08, time: 0.633, data_time: 0.033, memory: 6352, loss_activity: 0.1784, loss_completeness: 0.0979, loss_reg: 0.0437, loss: 0.3200, grad_norm: 11.2525 2020-10-05 21:05:19,450 - mmaction - INFO - Epoch [110][12/25] lr: 1.000e-03, eta: 21:34:34, time: 0.534, data_time: 0.037, memory: 6352, loss_activity: 0.2695, loss_completeness: 0.0882, loss_reg: 0.0473, loss: 0.4051, grad_norm: 12.5977 2020-10-05 21:05:20,024 - mmaction - INFO - Epoch [110][13/25] lr: 1.000e-03, eta: 21:33:59, time: 0.553, data_time: 0.019, memory: 6352, loss_activity: 0.1223, loss_completeness: 0.1061, loss_reg: 0.0355, loss: 0.2639, grad_norm: 8.5362 2020-10-05 21:05:20,565 - mmaction - INFO - Epoch [110][14/25] lr: 1.000e-03, eta: 21:33:25, time: 0.517, data_time: 0.040, memory: 6352, loss_activity: 0.4507, loss_completeness: 0.1086, loss_reg: 0.0286, loss: 0.5880, grad_norm: 15.9524 2020-10-05 21:05:21,119 - mmaction - INFO - Epoch [110][15/25] lr: 1.000e-03, eta: 21:32:51, time: 0.578, data_time: 0.081, memory: 6352, loss_activity: 0.2473, loss_completeness: 0.0732, loss_reg: 0.0342, loss: 0.3547, grad_norm: 6.6933 2020-10-05 21:05:21,651 - mmaction - INFO - Epoch [110][16/25] lr: 1.000e-03, eta: 21:32:16, time: 0.557, data_time: 0.041, memory: 6352, loss_activity: 0.2457, loss_completeness: 0.0766, loss_reg: 0.0607, loss: 0.3830, grad_norm: 12.0213 2020-10-05 21:05:22,253 - mmaction - INFO - Epoch [110][17/25] lr: 1.000e-03, eta: 21:31:42, time: 0.524, data_time: 0.016, memory: 6352, loss_activity: 0.2442, loss_completeness: 0.0801, loss_reg: 0.0779, loss: 0.4022, grad_norm: 8.9364 2020-10-05 21:05:22,822 - mmaction - INFO - Epoch [110][18/25] lr: 1.000e-03, eta: 21:31:08, time: 0.607, data_time: 0.094, memory: 6352, loss_activity: 0.3032, loss_completeness: 0.0808, loss_reg: 0.0378, loss: 0.4217, grad_norm: 12.7920 2020-10-05 21:05:23,331 - mmaction - INFO - Epoch [110][19/25] lr: 1.000e-03, eta: 21:30:34, time: 0.526, data_time: 0.055, memory: 6352, loss_activity: 0.1336, loss_completeness: 0.0923, loss_reg: 0.0420, loss: 0.2679, grad_norm: 9.8035 2020-10-05 21:05:23,950 - mmaction - INFO - Epoch [110][20/25] lr: 1.000e-03, eta: 21:30:00, time: 0.637, data_time: 0.085, memory: 6352, loss_activity: 0.3404, loss_completeness: 0.0731, loss_reg: 0.0328, loss: 0.4463, grad_norm: 15.7468 2020-10-05 21:05:24,623 - mmaction - INFO - Epoch [110][21/25] lr: 1.000e-03, eta: 21:29:26, time: 0.688, data_time: 0.102, memory: 6352, loss_activity: 0.2483, loss_completeness: 0.0861, loss_reg: 0.0425, loss: 0.3769, grad_norm: 8.3665 2020-10-05 21:05:25,067 - mmaction - INFO - Epoch [110][22/25] lr: 1.000e-03, eta: 21:28:52, time: 0.443, data_time: 0.013, memory: 6352, loss_activity: 0.2441, loss_completeness: 0.0490, loss_reg: 0.0846, loss: 0.3778, grad_norm: 10.2013 2020-10-05 21:05:25,479 - mmaction - INFO - Epoch [110][23/25] lr: 1.000e-03, eta: 21:28:17, time: 0.412, data_time: 0.007, memory: 6352, loss_activity: 0.2627, loss_completeness: 0.0732, loss_reg: 0.0273, loss: 0.3632, grad_norm: 13.2861 2020-10-05 21:05:25,894 - mmaction - INFO - Epoch [110][24/25] lr: 1.000e-03, eta: 21:27:42, time: 0.414, data_time: 0.004, memory: 6352, loss_activity: 0.0967, loss_completeness: 0.0625, loss_reg: 0.0137, loss: 0.1729, grad_norm: 6.7652 2020-10-05 21:05:26,306 - mmaction - INFO - Epoch [110][25/25] lr: 1.000e-03, eta: 21:27:08, time: 0.412, data_time: 0.006, memory: 6352, loss_activity: 0.3450, loss_completeness: 0.0654, loss_reg: 0.0248, loss: 0.4352, grad_norm: 15.2858 2020-10-05 21:05:34,238 - mmaction - INFO - Saving checkpoint at 110 epochs 2020-10-05 21:05:34,731 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:08:38,119 - mmaction - INFO - Epoch [111][1/25] lr: 1.000e-03, eta: 21:37:21, time: 183.268, data_time: 178.294, memory: 6352, loss_activity: 0.2118, loss_completeness: 0.0831, loss_reg: 0.0690, loss: 0.3638, grad_norm: 11.9001 2020-10-05 21:08:38,777 - mmaction - INFO - Epoch [111][2/25] lr: 1.000e-03, eta: 21:36:48, time: 0.715, data_time: 0.244, memory: 6352, loss_activity: 0.1302, loss_completeness: 0.0700, loss_reg: 0.0689, loss: 0.2691, grad_norm: 8.5443 2020-10-05 21:08:39,291 - mmaction - INFO - Epoch [111][3/25] lr: 1.000e-03, eta: 21:36:13, time: 0.552, data_time: 0.067, memory: 6352, loss_activity: 0.3767, loss_completeness: 0.0736, loss_reg: 0.0613, loss: 0.5115, grad_norm: 8.7889 2020-10-05 21:08:39,826 - mmaction - INFO - Epoch [111][4/25] lr: 1.000e-03, eta: 21:35:39, time: 0.487, data_time: 0.028, memory: 6352, loss_activity: 0.1220, loss_completeness: 0.0592, loss_reg: 0.0459, loss: 0.2270, grad_norm: 10.7297 2020-10-05 21:08:40,346 - mmaction - INFO - Epoch [111][5/25] lr: 1.000e-03, eta: 21:35:05, time: 0.557, data_time: 0.084, memory: 6352, loss_activity: 0.1591, loss_completeness: 0.0748, loss_reg: 0.0234, loss: 0.2573, grad_norm: 7.0032 2020-10-05 21:08:40,874 - mmaction - INFO - Epoch [111][6/25] lr: 1.000e-03, eta: 21:34:30, time: 0.549, data_time: 0.042, memory: 6352, loss_activity: 0.3807, loss_completeness: 0.0775, loss_reg: 0.0436, loss: 0.5018, grad_norm: 12.1796 2020-10-05 21:08:41,460 - mmaction - INFO - Epoch [111][7/25] lr: 1.000e-03, eta: 21:33:56, time: 0.589, data_time: 0.021, memory: 6352, loss_activity: 0.1048, loss_completeness: 0.0622, loss_reg: 0.0350, loss: 0.2021, grad_norm: 4.9400 2020-10-05 21:08:42,134 - mmaction - INFO - Epoch [111][8/25] lr: 1.000e-03, eta: 21:33:22, time: 0.593, data_time: 0.026, memory: 6352, loss_activity: 0.2482, loss_completeness: 0.1041, loss_reg: 0.0462, loss: 0.3985, grad_norm: 7.4174 2020-10-05 21:08:42,638 - mmaction - INFO - Epoch [111][9/25] lr: 1.000e-03, eta: 21:32:48, time: 0.535, data_time: 0.100, memory: 6352, loss_activity: 0.7905, loss_completeness: 0.0849, loss_reg: 0.0800, loss: 0.9554, grad_norm: 16.5715 2020-10-05 21:08:43,148 - mmaction - INFO - Epoch [111][10/25] lr: 1.000e-03, eta: 21:32:14, time: 0.542, data_time: 0.074, memory: 6352, loss_activity: 0.0362, loss_completeness: 0.0781, loss_reg: 0.0518, loss: 0.1660, grad_norm: 3.7805 2020-10-05 21:08:43,697 - mmaction - INFO - Epoch [111][11/25] lr: 1.000e-03, eta: 21:31:40, time: 0.534, data_time: 0.043, memory: 6352, loss_activity: 0.5010, loss_completeness: 0.0942, loss_reg: 0.0838, loss: 0.6789, grad_norm: 9.4502 2020-10-05 21:08:44,295 - mmaction - INFO - Epoch [111][12/25] lr: 1.000e-03, eta: 21:31:06, time: 0.576, data_time: 0.056, memory: 6352, loss_activity: 0.1237, loss_completeness: 0.0638, loss_reg: 0.0179, loss: 0.2054, grad_norm: 4.9173 2020-10-05 21:08:44,810 - mmaction - INFO - Epoch [111][13/25] lr: 1.000e-03, eta: 21:30:32, time: 0.545, data_time: 0.072, memory: 6352, loss_activity: 0.1782, loss_completeness: 0.0710, loss_reg: 0.0414, loss: 0.2905, grad_norm: 6.4262 2020-10-05 21:08:45,441 - mmaction - INFO - Epoch [111][14/25] lr: 1.000e-03, eta: 21:29:58, time: 0.621, data_time: 0.043, memory: 6352, loss_activity: 0.2540, loss_completeness: 0.0973, loss_reg: 0.0518, loss: 0.4031, grad_norm: 8.1988 2020-10-05 21:08:46,027 - mmaction - INFO - Epoch [111][15/25] lr: 1.000e-03, eta: 21:29:24, time: 0.595, data_time: 0.054, memory: 6352, loss_activity: 0.1946, loss_completeness: 0.0517, loss_reg: 0.0452, loss: 0.2914, grad_norm: 8.7310 2020-10-05 21:08:46,508 - mmaction - INFO - Epoch [111][16/25] lr: 1.000e-03, eta: 21:28:50, time: 0.512, data_time: 0.045, memory: 6352, loss_activity: 0.1779, loss_completeness: 0.0670, loss_reg: 0.0332, loss: 0.2782, grad_norm: 6.9566 2020-10-05 21:08:47,078 - mmaction - INFO - Epoch [111][17/25] lr: 1.000e-03, eta: 21:28:16, time: 0.541, data_time: 0.012, memory: 6352, loss_activity: 0.3091, loss_completeness: 0.0831, loss_reg: 0.0467, loss: 0.4389, grad_norm: 13.3139 2020-10-05 21:08:47,589 - mmaction - INFO - Epoch [111][18/25] lr: 1.000e-03, eta: 21:27:42, time: 0.509, data_time: 0.068, memory: 6352, loss_activity: 0.2244, loss_completeness: 0.0774, loss_reg: 0.0443, loss: 0.3461, grad_norm: 7.4984 2020-10-05 21:08:48,140 - mmaction - INFO - Epoch [111][19/25] lr: 1.000e-03, eta: 21:27:08, time: 0.542, data_time: 0.043, memory: 6352, loss_activity: 0.1105, loss_completeness: 0.0792, loss_reg: 0.0552, loss: 0.2448, grad_norm: 8.1014 2020-10-05 21:08:48,735 - mmaction - INFO - Epoch [111][20/25] lr: 1.000e-03, eta: 21:26:34, time: 0.628, data_time: 0.081, memory: 6352, loss_activity: 0.0752, loss_completeness: 0.1072, loss_reg: 0.0727, loss: 0.2551, grad_norm: 5.9652 2020-10-05 21:08:49,383 - mmaction - INFO - Epoch [111][21/25] lr: 1.000e-03, eta: 21:26:01, time: 0.615, data_time: 0.147, memory: 6352, loss_activity: 0.2203, loss_completeness: 0.0694, loss_reg: 0.0402, loss: 0.3299, grad_norm: 6.8738 2020-10-05 21:08:49,829 - mmaction - INFO - Epoch [111][22/25] lr: 1.000e-03, eta: 21:25:27, time: 0.493, data_time: 0.057, memory: 6352, loss_activity: 0.0943, loss_completeness: 0.0523, loss_reg: 0.0622, loss: 0.2088, grad_norm: 7.1524 2020-10-05 21:08:50,243 - mmaction - INFO - Epoch [111][23/25] lr: 1.000e-03, eta: 21:24:52, time: 0.414, data_time: 0.006, memory: 6352, loss_activity: 0.2366, loss_completeness: 0.0636, loss_reg: 0.0398, loss: 0.3400, grad_norm: 9.6755 2020-10-05 21:08:50,651 - mmaction - INFO - Epoch [111][24/25] lr: 1.000e-03, eta: 21:24:18, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 0.3354, loss_completeness: 0.0871, loss_reg: 0.0576, loss: 0.4801, grad_norm: 11.7956 2020-10-05 21:08:51,061 - mmaction - INFO - Epoch [111][25/25] lr: 1.000e-03, eta: 21:23:44, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.1437, loss_completeness: 0.0853, loss_reg: 0.0474, loss: 0.2764, grad_norm: 7.1533 2020-10-05 21:08:59,093 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:12:03,181 - mmaction - INFO - Epoch [112][1/25] lr: 1.000e-03, eta: 21:33:52, time: 183.824, data_time: 177.610, memory: 6352, loss_activity: 0.8842, loss_completeness: 0.0850, loss_reg: 0.0339, loss: 1.0031, grad_norm: 18.0293 2020-10-05 21:12:03,827 - mmaction - INFO - Epoch [112][2/25] lr: 1.000e-03, eta: 21:33:19, time: 0.860, data_time: 0.358, memory: 6352, loss_activity: 0.2207, loss_completeness: 0.0722, loss_reg: 0.0192, loss: 0.3121, grad_norm: 7.6426 2020-10-05 21:12:04,339 - mmaction - INFO - Epoch [112][3/25] lr: 1.000e-03, eta: 21:32:45, time: 0.559, data_time: 0.055, memory: 6352, loss_activity: 0.0495, loss_completeness: 0.0953, loss_reg: 0.0625, loss: 0.2072, grad_norm: 5.7317 2020-10-05 21:12:04,768 - mmaction - INFO - Epoch [112][4/25] lr: 1.000e-03, eta: 21:32:11, time: 0.422, data_time: 0.023, memory: 6352, loss_activity: 0.2493, loss_completeness: 0.0752, loss_reg: 0.0295, loss: 0.3540, grad_norm: 9.7044 2020-10-05 21:12:05,347 - mmaction - INFO - Epoch [112][5/25] lr: 1.000e-03, eta: 21:31:37, time: 0.566, data_time: 0.012, memory: 6352, loss_activity: 0.0053, loss_completeness: 0.0643, loss_reg: 0.0420, loss: 0.1116, grad_norm: 4.0013 2020-10-05 21:12:05,839 - mmaction - INFO - Epoch [112][6/25] lr: 1.000e-03, eta: 21:31:03, time: 0.503, data_time: 0.032, memory: 6352, loss_activity: 0.2691, loss_completeness: 0.0745, loss_reg: 0.0717, loss: 0.4153, grad_norm: 10.0646 2020-10-05 21:12:06,443 - mmaction - INFO - Epoch [112][7/25] lr: 1.000e-03, eta: 21:30:29, time: 0.614, data_time: 0.015, memory: 6352, loss_activity: 0.2216, loss_completeness: 0.0508, loss_reg: 0.0545, loss: 0.3269, grad_norm: 7.6434 2020-10-05 21:12:07,030 - mmaction - INFO - Epoch [112][8/25] lr: 1.000e-03, eta: 21:29:55, time: 0.468, data_time: 0.018, memory: 6352, loss_activity: 0.3354, loss_completeness: 0.0784, loss_reg: 0.0574, loss: 0.4713, grad_norm: 12.5635 2020-10-05 21:12:07,611 - mmaction - INFO - Epoch [112][9/25] lr: 1.000e-03, eta: 21:29:21, time: 0.630, data_time: 0.124, memory: 6352, loss_activity: 0.1588, loss_completeness: 0.0749, loss_reg: 0.0657, loss: 0.2994, grad_norm: 10.5542 2020-10-05 21:12:08,091 - mmaction - INFO - Epoch [112][10/25] lr: 1.000e-03, eta: 21:28:48, time: 0.544, data_time: 0.077, memory: 6352, loss_activity: 0.0948, loss_completeness: 0.0910, loss_reg: 0.0609, loss: 0.2468, grad_norm: 5.9887 2020-10-05 21:12:08,723 - mmaction - INFO - Epoch [112][11/25] lr: 1.000e-03, eta: 21:28:14, time: 0.534, data_time: 0.010, memory: 6352, loss_activity: 0.3370, loss_completeness: 0.0675, loss_reg: 0.0644, loss: 0.4689, grad_norm: 11.1491 2020-10-05 21:12:09,198 - mmaction - INFO - Epoch [112][12/25] lr: 1.000e-03, eta: 21:27:40, time: 0.539, data_time: 0.115, memory: 6352, loss_activity: 0.4537, loss_completeness: 0.0861, loss_reg: 0.0496, loss: 0.5894, grad_norm: 16.7848 2020-10-05 21:12:09,789 - mmaction - INFO - Epoch [112][13/25] lr: 1.000e-03, eta: 21:27:06, time: 0.600, data_time: 0.044, memory: 6352, loss_activity: 0.0765, loss_completeness: 0.0579, loss_reg: 0.0588, loss: 0.1932, grad_norm: 10.0185 2020-10-05 21:12:10,274 - mmaction - INFO - Epoch [112][14/25] lr: 1.000e-03, eta: 21:26:33, time: 0.514, data_time: 0.036, memory: 6352, loss_activity: 0.1297, loss_completeness: 0.0786, loss_reg: 0.0265, loss: 0.2347, grad_norm: 7.8983 2020-10-05 21:12:10,869 - mmaction - INFO - Epoch [112][15/25] lr: 1.000e-03, eta: 21:25:59, time: 0.519, data_time: 0.026, memory: 6352, loss_activity: 0.7088, loss_completeness: 0.0859, loss_reg: 0.0167, loss: 0.8114, grad_norm: 20.6345 2020-10-05 21:12:11,344 - mmaction - INFO - Epoch [112][16/25] lr: 1.000e-03, eta: 21:25:25, time: 0.539, data_time: 0.082, memory: 6352, loss_activity: 0.1416, loss_completeness: 0.0832, loss_reg: 0.0578, loss: 0.2826, grad_norm: 6.5706 2020-10-05 21:12:11,997 - mmaction - INFO - Epoch [112][17/25] lr: 1.000e-03, eta: 21:24:52, time: 0.607, data_time: 0.018, memory: 6352, loss_activity: 0.1011, loss_completeness: 0.0815, loss_reg: 0.0324, loss: 0.2150, grad_norm: 6.3379 2020-10-05 21:12:12,543 - mmaction - INFO - Epoch [112][18/25] lr: 1.000e-03, eta: 21:24:18, time: 0.590, data_time: 0.063, memory: 6352, loss_activity: 0.2227, loss_completeness: 0.0928, loss_reg: 0.0806, loss: 0.3961, grad_norm: 15.6628 2020-10-05 21:12:13,120 - mmaction - INFO - Epoch [112][19/25] lr: 1.000e-03, eta: 21:23:44, time: 0.483, data_time: 0.020, memory: 6352, loss_activity: 0.1353, loss_completeness: 0.0873, loss_reg: 0.0502, loss: 0.2728, grad_norm: 9.5604 2020-10-05 21:12:13,737 - mmaction - INFO - Epoch [112][20/25] lr: 1.000e-03, eta: 21:23:11, time: 0.684, data_time: 0.115, memory: 6352, loss_activity: 0.1603, loss_completeness: 0.0761, loss_reg: 0.0222, loss: 0.2586, grad_norm: 5.3506 2020-10-05 21:12:14,435 - mmaction - INFO - Epoch [112][21/25] lr: 1.000e-03, eta: 21:22:38, time: 0.716, data_time: 0.124, memory: 6352, loss_activity: 0.3715, loss_completeness: 0.0582, loss_reg: 0.0379, loss: 0.4676, grad_norm: 10.7562 2020-10-05 21:12:14,876 - mmaction - INFO - Epoch [112][22/25] lr: 1.000e-03, eta: 21:22:04, time: 0.464, data_time: 0.069, memory: 6352, loss_activity: 0.2011, loss_completeness: 0.0778, loss_reg: 0.0496, loss: 0.3285, grad_norm: 13.6388 2020-10-05 21:12:15,287 - mmaction - INFO - Epoch [112][23/25] lr: 1.000e-03, eta: 21:21:30, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.2064, loss_completeness: 0.0841, loss_reg: 0.0691, loss: 0.3596, grad_norm: 7.1750 2020-10-05 21:12:15,697 - mmaction - INFO - Epoch [112][24/25] lr: 1.000e-03, eta: 21:20:56, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.0370, loss_completeness: 0.0569, loss_reg: 0.0244, loss: 0.1183, grad_norm: 4.9289 2020-10-05 21:12:16,109 - mmaction - INFO - Epoch [112][25/25] lr: 1.000e-03, eta: 21:20:22, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.1857, loss_completeness: 0.0727, loss_reg: 0.0729, loss: 0.3313, grad_norm: 9.4859 2020-10-05 21:12:24,879 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:15:28,000 - mmaction - INFO - Epoch [113][1/25] lr: 1.000e-03, eta: 21:30:21, time: 182.982, data_time: 177.212, memory: 6352, loss_activity: 0.3701, loss_completeness: 0.0806, loss_reg: 0.0087, loss: 0.4593, grad_norm: 11.1371 2020-10-05 21:15:28,665 - mmaction - INFO - Epoch [113][2/25] lr: 1.000e-03, eta: 21:29:47, time: 0.688, data_time: 0.251, memory: 6352, loss_activity: 1.4170, loss_completeness: 0.0863, loss_reg: 0.0273, loss: 1.5306, grad_norm: 19.3106 2020-10-05 21:15:29,108 - mmaction - INFO - Epoch [113][3/25] lr: 1.000e-03, eta: 21:29:14, time: 0.538, data_time: 0.117, memory: 6352, loss_activity: 0.1707, loss_completeness: 0.0736, loss_reg: 0.0563, loss: 0.3007, grad_norm: 19.9676 2020-10-05 21:15:29,733 - mmaction - INFO - Epoch [113][4/25] lr: 1.000e-03, eta: 21:28:40, time: 0.512, data_time: 0.025, memory: 6352, loss_activity: 0.1997, loss_completeness: 0.0807, loss_reg: 0.0966, loss: 0.3770, grad_norm: 9.7690 2020-10-05 21:15:30,206 - mmaction - INFO - Epoch [113][5/25] lr: 1.000e-03, eta: 21:28:06, time: 0.587, data_time: 0.136, memory: 6352, loss_activity: 0.2843, loss_completeness: 0.0792, loss_reg: 0.0881, loss: 0.4516, grad_norm: 9.9034 2020-10-05 21:15:30,837 - mmaction - INFO - Epoch [113][6/25] lr: 1.000e-03, eta: 21:27:33, time: 0.558, data_time: 0.023, memory: 6352, loss_activity: 0.4717, loss_completeness: 0.0839, loss_reg: 0.0235, loss: 0.5791, grad_norm: 13.8708 2020-10-05 21:15:31,432 - mmaction - INFO - Epoch [113][7/25] lr: 1.000e-03, eta: 21:27:00, time: 0.622, data_time: 0.091, memory: 6352, loss_activity: 0.2862, loss_completeness: 0.0703, loss_reg: 0.0443, loss: 0.4007, grad_norm: 9.4668 2020-10-05 21:15:32,005 - mmaction - INFO - Epoch [113][8/25] lr: 1.000e-03, eta: 21:26:26, time: 0.567, data_time: 0.067, memory: 6352, loss_activity: 0.2120, loss_completeness: 0.0580, loss_reg: 0.0517, loss: 0.3217, grad_norm: 13.5323 2020-10-05 21:15:32,429 - mmaction - INFO - Epoch [113][9/25] lr: 1.000e-03, eta: 21:25:52, time: 0.483, data_time: 0.070, memory: 6352, loss_activity: 0.1945, loss_completeness: 0.0762, loss_reg: 0.0388, loss: 0.3095, grad_norm: 10.1132 2020-10-05 21:15:32,980 - mmaction - INFO - Epoch [113][10/25] lr: 1.000e-03, eta: 21:25:19, time: 0.531, data_time: 0.009, memory: 6352, loss_activity: 0.2099, loss_completeness: 0.0990, loss_reg: 0.0210, loss: 0.3299, grad_norm: 8.1100 2020-10-05 21:15:33,579 - mmaction - INFO - Epoch [113][11/25] lr: 1.000e-03, eta: 21:24:45, time: 0.581, data_time: 0.031, memory: 6352, loss_activity: 0.1208, loss_completeness: 0.0768, loss_reg: 0.0568, loss: 0.2545, grad_norm: 7.2125 2020-10-05 21:15:34,068 - mmaction - INFO - Epoch [113][12/25] lr: 1.000e-03, eta: 21:24:12, time: 0.524, data_time: 0.051, memory: 6352, loss_activity: 0.1968, loss_completeness: 0.0659, loss_reg: 0.0706, loss: 0.3333, grad_norm: 9.5706 2020-10-05 21:15:34,651 - mmaction - INFO - Epoch [113][13/25] lr: 1.000e-03, eta: 21:23:38, time: 0.564, data_time: 0.014, memory: 6352, loss_activity: 0.3861, loss_completeness: 0.0634, loss_reg: 0.0923, loss: 0.5418, grad_norm: 11.3528 2020-10-05 21:15:35,178 - mmaction - INFO - Epoch [113][14/25] lr: 1.000e-03, eta: 21:23:05, time: 0.537, data_time: 0.034, memory: 6352, loss_activity: 0.1228, loss_completeness: 0.0990, loss_reg: 0.0576, loss: 0.2793, grad_norm: 5.3110 2020-10-05 21:15:35,664 - mmaction - INFO - Epoch [113][15/25] lr: 1.000e-03, eta: 21:22:31, time: 0.482, data_time: 0.024, memory: 6352, loss_activity: 0.4624, loss_completeness: 0.0888, loss_reg: 0.0160, loss: 0.5672, grad_norm: 14.2625 2020-10-05 21:15:36,257 - mmaction - INFO - Epoch [113][16/25] lr: 1.000e-03, eta: 21:21:58, time: 0.582, data_time: 0.027, memory: 6352, loss_activity: 0.1551, loss_completeness: 0.0863, loss_reg: 0.0560, loss: 0.2974, grad_norm: 6.8121 2020-10-05 21:15:36,778 - mmaction - INFO - Epoch [113][17/25] lr: 1.000e-03, eta: 21:21:25, time: 0.532, data_time: 0.038, memory: 6352, loss_activity: 0.3878, loss_completeness: 0.0738, loss_reg: 0.0403, loss: 0.5020, grad_norm: 10.3866 2020-10-05 21:15:37,402 - mmaction - INFO - Epoch [113][18/25] lr: 1.000e-03, eta: 21:20:51, time: 0.582, data_time: 0.027, memory: 6352, loss_activity: 0.2486, loss_completeness: 0.0930, loss_reg: 0.0907, loss: 0.4322, grad_norm: 9.2801 2020-10-05 21:15:37,948 - mmaction - INFO - Epoch [113][19/25] lr: 1.000e-03, eta: 21:20:18, time: 0.553, data_time: 0.073, memory: 6352, loss_activity: 0.2074, loss_completeness: 0.0687, loss_reg: 0.0482, loss: 0.3243, grad_norm: 6.0094 2020-10-05 21:15:38,564 - mmaction - INFO - Epoch [113][20/25] lr: 1.000e-03, eta: 21:19:45, time: 0.621, data_time: 0.070, memory: 6352, loss_activity: 0.2604, loss_completeness: 0.0663, loss_reg: 0.0542, loss: 0.3810, grad_norm: 8.3917 2020-10-05 21:15:39,256 - mmaction - INFO - Epoch [113][21/25] lr: 1.000e-03, eta: 21:19:12, time: 0.706, data_time: 0.176, memory: 6352, loss_activity: 0.2101, loss_completeness: 0.0957, loss_reg: 0.0737, loss: 0.3794, grad_norm: 7.9347 2020-10-05 21:15:39,704 - mmaction - INFO - Epoch [113][22/25] lr: 1.000e-03, eta: 21:18:39, time: 0.484, data_time: 0.089, memory: 6352, loss_activity: 0.1779, loss_completeness: 0.0997, loss_reg: 0.0141, loss: 0.2917, grad_norm: 9.1740 2020-10-05 21:15:40,114 - mmaction - INFO - Epoch [113][23/25] lr: 1.000e-03, eta: 21:18:05, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.1698, loss_completeness: 0.0733, loss_reg: 0.0121, loss: 0.2552, grad_norm: 5.3743 2020-10-05 21:15:40,524 - mmaction - INFO - Epoch [113][24/25] lr: 1.000e-03, eta: 21:17:31, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.4171, loss_completeness: 0.0748, loss_reg: 0.0450, loss: 0.5369, grad_norm: 9.7812 2020-10-05 21:15:40,937 - mmaction - INFO - Epoch [113][25/25] lr: 1.000e-03, eta: 21:16:58, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.3465, loss_completeness: 0.0735, loss_reg: 0.0462, loss: 0.4662, grad_norm: 11.1506 2020-10-05 21:15:49,961 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:18:46,978 - mmaction - INFO - Epoch [114][1/25] lr: 1.000e-03, eta: 21:26:28, time: 176.897, data_time: 172.538, memory: 6352, loss_activity: 0.3456, loss_completeness: 0.0818, loss_reg: 0.0476, loss: 0.4751, grad_norm: 9.3975 2020-10-05 21:18:47,686 - mmaction - INFO - Epoch [114][2/25] lr: 1.000e-03, eta: 21:25:56, time: 0.772, data_time: 0.272, memory: 6352, loss_activity: 0.6167, loss_completeness: 0.0965, loss_reg: 0.0665, loss: 0.7797, grad_norm: 14.8773 2020-10-05 21:18:48,147 - mmaction - INFO - Epoch [114][3/25] lr: 1.000e-03, eta: 21:25:22, time: 0.488, data_time: 0.067, memory: 6352, loss_activity: 0.1351, loss_completeness: 0.0525, loss_reg: 0.0387, loss: 0.2263, grad_norm: 6.6304 2020-10-05 21:18:48,641 - mmaction - INFO - Epoch [114][4/25] lr: 1.000e-03, eta: 21:24:49, time: 0.511, data_time: 0.031, memory: 6352, loss_activity: 0.2804, loss_completeness: 0.0830, loss_reg: 0.0300, loss: 0.3934, grad_norm: 7.9036 2020-10-05 21:18:49,301 - mmaction - INFO - Epoch [114][5/25] lr: 1.000e-03, eta: 21:24:15, time: 0.603, data_time: 0.033, memory: 6352, loss_activity: 0.2016, loss_completeness: 0.0864, loss_reg: 0.0248, loss: 0.3128, grad_norm: 5.3632 2020-10-05 21:18:49,828 - mmaction - INFO - Epoch [114][6/25] lr: 1.000e-03, eta: 21:23:42, time: 0.580, data_time: 0.077, memory: 6352, loss_activity: 0.0084, loss_completeness: 0.0399, loss_reg: 0.0291, loss: 0.0775, grad_norm: 3.4220 2020-10-05 21:18:50,356 - mmaction - INFO - Epoch [114][7/25] lr: 1.000e-03, eta: 21:23:09, time: 0.501, data_time: 0.024, memory: 6352, loss_activity: 0.4076, loss_completeness: 0.1101, loss_reg: 0.0232, loss: 0.5409, grad_norm: 12.9358 2020-10-05 21:18:50,977 - mmaction - INFO - Epoch [114][8/25] lr: 1.000e-03, eta: 21:22:36, time: 0.552, data_time: 0.087, memory: 6352, loss_activity: 0.1863, loss_completeness: 0.0812, loss_reg: 0.0258, loss: 0.2933, grad_norm: 8.9671 2020-10-05 21:18:51,547 - mmaction - INFO - Epoch [114][9/25] lr: 1.000e-03, eta: 21:22:03, time: 0.631, data_time: 0.118, memory: 6352, loss_activity: 0.3978, loss_completeness: 0.0975, loss_reg: 0.0466, loss: 0.5419, grad_norm: 8.9275 2020-10-05 21:18:52,108 - mmaction - INFO - Epoch [114][10/25] lr: 1.000e-03, eta: 21:21:29, time: 0.556, data_time: 0.054, memory: 6352, loss_activity: 0.2103, loss_completeness: 0.0892, loss_reg: 0.0568, loss: 0.3563, grad_norm: 7.9486 2020-10-05 21:18:52,584 - mmaction - INFO - Epoch [114][11/25] lr: 1.000e-03, eta: 21:20:56, time: 0.507, data_time: 0.062, memory: 6352, loss_activity: 0.2910, loss_completeness: 0.0777, loss_reg: 0.0280, loss: 0.3966, grad_norm: 8.9795 2020-10-05 21:18:53,120 - mmaction - INFO - Epoch [114][12/25] lr: 1.000e-03, eta: 21:20:23, time: 0.532, data_time: 0.029, memory: 6352, loss_activity: 0.4667, loss_completeness: 0.0827, loss_reg: 0.0356, loss: 0.5849, grad_norm: 14.3069 2020-10-05 21:18:53,645 - mmaction - INFO - Epoch [114][13/25] lr: 1.000e-03, eta: 21:19:49, time: 0.501, data_time: 0.041, memory: 6352, loss_activity: 0.1008, loss_completeness: 0.0618, loss_reg: 0.0697, loss: 0.2324, grad_norm: 5.0136 2020-10-05 21:18:54,139 - mmaction - INFO - Epoch [114][14/25] lr: 1.000e-03, eta: 21:19:16, time: 0.508, data_time: 0.057, memory: 6352, loss_activity: 0.0705, loss_completeness: 0.0773, loss_reg: 0.0387, loss: 0.1866, grad_norm: 9.1577 2020-10-05 21:18:54,589 - mmaction - INFO - Epoch [114][15/25] lr: 1.000e-03, eta: 21:18:43, time: 0.476, data_time: 0.040, memory: 6352, loss_activity: 0.0623, loss_completeness: 0.0708, loss_reg: 0.0658, loss: 0.1990, grad_norm: 5.2173 2020-10-05 21:18:55,191 - mmaction - INFO - Epoch [114][16/25] lr: 1.000e-03, eta: 21:18:10, time: 0.512, data_time: 0.016, memory: 6352, loss_activity: 0.1458, loss_completeness: 0.0715, loss_reg: 0.0481, loss: 0.2654, grad_norm: 8.4623 2020-10-05 21:18:55,859 - mmaction - INFO - Epoch [114][17/25] lr: 1.000e-03, eta: 21:17:37, time: 0.679, data_time: 0.106, memory: 6352, loss_activity: 0.2476, loss_completeness: 0.0849, loss_reg: 0.0339, loss: 0.3664, grad_norm: 6.8037 2020-10-05 21:18:56,410 - mmaction - INFO - Epoch [114][18/25] lr: 1.000e-03, eta: 21:17:04, time: 0.514, data_time: 0.095, memory: 6352, loss_activity: 0.2688, loss_completeness: 0.0675, loss_reg: 0.0358, loss: 0.3721, grad_norm: 14.2025 2020-10-05 21:18:56,949 - mmaction - INFO - Epoch [114][19/25] lr: 1.000e-03, eta: 21:16:31, time: 0.629, data_time: 0.135, memory: 6352, loss_activity: 0.2419, loss_completeness: 0.0712, loss_reg: 0.0176, loss: 0.3308, grad_norm: 9.2405 2020-10-05 21:18:57,401 - mmaction - INFO - Epoch [114][20/25] lr: 1.000e-03, eta: 21:15:58, time: 0.480, data_time: 0.043, memory: 6352, loss_activity: 0.1258, loss_completeness: 0.0845, loss_reg: 0.0687, loss: 0.2791, grad_norm: 7.1502 2020-10-05 21:18:58,035 - mmaction - INFO - Epoch [114][21/25] lr: 1.000e-03, eta: 21:15:25, time: 0.580, data_time: 0.100, memory: 6352, loss_activity: 0.1334, loss_completeness: 0.0925, loss_reg: 0.0705, loss: 0.2965, grad_norm: 9.0418 2020-10-05 21:18:58,459 - mmaction - INFO - Epoch [114][22/25] lr: 1.000e-03, eta: 21:14:52, time: 0.481, data_time: 0.073, memory: 6352, loss_activity: 0.4309, loss_completeness: 0.0634, loss_reg: 0.0761, loss: 0.5705, grad_norm: 13.4175 2020-10-05 21:18:58,875 - mmaction - INFO - Epoch [114][23/25] lr: 1.000e-03, eta: 21:14:19, time: 0.416, data_time: 0.011, memory: 6352, loss_activity: 0.1824, loss_completeness: 0.0859, loss_reg: 0.0499, loss: 0.3183, grad_norm: 5.8002 2020-10-05 21:18:59,290 - mmaction - INFO - Epoch [114][24/25] lr: 1.000e-03, eta: 21:13:45, time: 0.415, data_time: 0.011, memory: 6352, loss_activity: 0.0580, loss_completeness: 0.0736, loss_reg: 0.0135, loss: 0.1450, grad_norm: 3.9306 2020-10-05 21:18:59,706 - mmaction - INFO - Epoch [114][25/25] lr: 1.000e-03, eta: 21:13:12, time: 0.415, data_time: 0.011, memory: 6352, loss_activity: 0.3633, loss_completeness: 0.0875, loss_reg: 0.0709, loss: 0.5217, grad_norm: 8.9376 2020-10-05 21:19:08,102 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:22:16,431 - mmaction - INFO - Epoch [115][1/25] lr: 1.000e-03, eta: 21:23:14, time: 188.130, data_time: 181.409, memory: 6352, loss_activity: 0.0111, loss_completeness: 0.0712, loss_reg: 0.1127, loss: 0.1950, grad_norm: 4.4056 2020-10-05 21:22:17,081 - mmaction - INFO - Epoch [115][2/25] lr: 1.000e-03, eta: 21:22:42, time: 0.818, data_time: 0.294, memory: 6352, loss_activity: 0.2237, loss_completeness: 0.0655, loss_reg: 0.0280, loss: 0.3171, grad_norm: 5.6527 2020-10-05 21:22:17,624 - mmaction - INFO - Epoch [115][3/25] lr: 1.000e-03, eta: 21:22:09, time: 0.559, data_time: 0.063, memory: 6352, loss_activity: 0.2393, loss_completeness: 0.0705, loss_reg: 0.1026, loss: 0.4124, grad_norm: 15.1922 2020-10-05 21:22:18,149 - mmaction - INFO - Epoch [115][4/25] lr: 1.000e-03, eta: 21:21:35, time: 0.536, data_time: 0.023, memory: 6352, loss_activity: 0.1659, loss_completeness: 0.0752, loss_reg: 0.0711, loss: 0.3122, grad_norm: 10.9584 2020-10-05 21:22:18,696 - mmaction - INFO - Epoch [115][5/25] lr: 1.000e-03, eta: 21:21:02, time: 0.456, data_time: 0.009, memory: 6352, loss_activity: 0.5063, loss_completeness: 0.0749, loss_reg: 0.0400, loss: 0.6212, grad_norm: 18.3288 2020-10-05 21:22:19,173 - mmaction - INFO - Epoch [115][6/25] lr: 1.000e-03, eta: 21:20:29, time: 0.558, data_time: 0.102, memory: 6352, loss_activity: 0.4672, loss_completeness: 0.0953, loss_reg: 0.0613, loss: 0.6238, grad_norm: 14.9777 2020-10-05 21:22:19,621 - mmaction - INFO - Epoch [115][7/25] lr: 1.000e-03, eta: 21:19:56, time: 0.455, data_time: 0.015, memory: 6352, loss_activity: 0.2253, loss_completeness: 0.0922, loss_reg: 0.0724, loss: 0.3898, grad_norm: 16.1044 2020-10-05 21:22:20,160 - mmaction - INFO - Epoch [115][8/25] lr: 1.000e-03, eta: 21:19:23, time: 0.513, data_time: 0.008, memory: 6352, loss_activity: 0.9341, loss_completeness: 0.0671, loss_reg: 0.0466, loss: 1.0478, grad_norm: 16.3286 2020-10-05 21:22:20,790 - mmaction - INFO - Epoch [115][9/25] lr: 1.000e-03, eta: 21:18:50, time: 0.593, data_time: 0.070, memory: 6352, loss_activity: 0.1862, loss_completeness: 0.0687, loss_reg: 0.0294, loss: 0.2844, grad_norm: 7.0722 2020-10-05 21:22:21,274 - mmaction - INFO - Epoch [115][10/25] lr: 1.000e-03, eta: 21:18:17, time: 0.545, data_time: 0.070, memory: 6352, loss_activity: 0.4542, loss_completeness: 0.0810, loss_reg: 0.0452, loss: 0.5804, grad_norm: 9.6645 2020-10-05 21:22:22,028 - mmaction - INFO - Epoch [115][11/25] lr: 1.000e-03, eta: 21:17:44, time: 0.616, data_time: 0.019, memory: 6352, loss_activity: 0.1039, loss_completeness: 0.0631, loss_reg: 0.0396, loss: 0.2065, grad_norm: 6.5227 2020-10-05 21:22:22,528 - mmaction - INFO - Epoch [115][12/25] lr: 1.000e-03, eta: 21:17:11, time: 0.549, data_time: 0.145, memory: 6352, loss_activity: 0.2285, loss_completeness: 0.0769, loss_reg: 0.0542, loss: 0.3596, grad_norm: 6.5927 2020-10-05 21:22:23,062 - mmaction - INFO - Epoch [115][13/25] lr: 1.000e-03, eta: 21:16:39, time: 0.581, data_time: 0.098, memory: 6352, loss_activity: 0.2937, loss_completeness: 0.0801, loss_reg: 0.0364, loss: 0.4102, grad_norm: 10.0294 2020-10-05 21:22:23,660 - mmaction - INFO - Epoch [115][14/25] lr: 1.000e-03, eta: 21:16:06, time: 0.539, data_time: 0.052, memory: 6352, loss_activity: 0.2403, loss_completeness: 0.0565, loss_reg: 0.0308, loss: 0.3276, grad_norm: 6.4905 2020-10-05 21:22:24,173 - mmaction - INFO - Epoch [115][15/25] lr: 1.000e-03, eta: 21:15:33, time: 0.558, data_time: 0.118, memory: 6352, loss_activity: 0.0956, loss_completeness: 0.0821, loss_reg: 0.0454, loss: 0.2231, grad_norm: 6.0613 2020-10-05 21:22:24,639 - mmaction - INFO - Epoch [115][16/25] lr: 1.000e-03, eta: 21:15:00, time: 0.511, data_time: 0.067, memory: 6352, loss_activity: 0.3088, loss_completeness: 0.1037, loss_reg: 0.0568, loss: 0.4693, grad_norm: 10.1270 2020-10-05 21:22:25,330 - mmaction - INFO - Epoch [115][17/25] lr: 1.000e-03, eta: 21:14:27, time: 0.606, data_time: 0.031, memory: 6352, loss_activity: 0.1302, loss_completeness: 0.0767, loss_reg: 0.0791, loss: 0.2861, grad_norm: 6.1504 2020-10-05 21:22:25,850 - mmaction - INFO - Epoch [115][18/25] lr: 1.000e-03, eta: 21:13:55, time: 0.615, data_time: 0.106, memory: 6352, loss_activity: 0.1076, loss_completeness: 0.0668, loss_reg: 0.0465, loss: 0.2209, grad_norm: 7.7503 2020-10-05 21:22:26,453 - mmaction - INFO - Epoch [115][19/25] lr: 1.000e-03, eta: 21:13:22, time: 0.533, data_time: 0.010, memory: 6352, loss_activity: 0.1129, loss_completeness: 0.0743, loss_reg: 0.0467, loss: 0.2339, grad_norm: 4.9000 2020-10-05 21:22:26,972 - mmaction - INFO - Epoch [115][20/25] lr: 1.000e-03, eta: 21:12:49, time: 0.566, data_time: 0.100, memory: 6352, loss_activity: 0.5767, loss_completeness: 0.0899, loss_reg: 0.0195, loss: 0.6861, grad_norm: 11.3592 2020-10-05 21:22:27,546 - mmaction - INFO - Epoch [115][21/25] lr: 1.000e-03, eta: 21:12:17, time: 0.558, data_time: 0.052, memory: 6352, loss_activity: 0.0507, loss_completeness: 0.0641, loss_reg: 0.0469, loss: 0.1617, grad_norm: 4.1202 2020-10-05 21:22:28,063 - mmaction - INFO - Epoch [115][22/25] lr: 1.000e-03, eta: 21:11:44, time: 0.557, data_time: 0.060, memory: 6352, loss_activity: 0.4919, loss_completeness: 0.0893, loss_reg: 0.0842, loss: 0.6654, grad_norm: 13.7625 2020-10-05 21:22:28,482 - mmaction - INFO - Epoch [115][23/25] lr: 1.000e-03, eta: 21:11:11, time: 0.418, data_time: 0.011, memory: 6352, loss_activity: 0.1926, loss_completeness: 0.0531, loss_reg: 0.0404, loss: 0.2861, grad_norm: 6.9501 2020-10-05 21:22:28,891 - mmaction - INFO - Epoch [115][24/25] lr: 1.000e-03, eta: 21:10:38, time: 0.413, data_time: 0.012, memory: 6352, loss_activity: 0.0212, loss_completeness: 0.0831, loss_reg: 0.0547, loss: 0.1590, grad_norm: 3.6027 2020-10-05 21:22:29,300 - mmaction - INFO - Epoch [115][25/25] lr: 1.000e-03, eta: 21:10:05, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.2610, loss_completeness: 0.1072, loss_reg: 0.0935, loss: 0.4616, grad_norm: 14.4656 2020-10-05 21:22:38,378 - mmaction - INFO - Saving checkpoint at 115 epochs 2020-10-05 21:22:39,020 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:25:33,752 - mmaction - INFO - Epoch [116][1/25] lr: 1.000e-03, eta: 21:19:15, time: 174.646, data_time: 168.864, memory: 6352, loss_activity: 0.4180, loss_completeness: 0.0923, loss_reg: 0.0870, loss: 0.5973, grad_norm: 14.9339 2020-10-05 21:25:34,359 - mmaction - INFO - Epoch [116][2/25] lr: 1.000e-03, eta: 21:18:43, time: 0.689, data_time: 0.171, memory: 6352, loss_activity: 0.0297, loss_completeness: 0.0564, loss_reg: 0.0698, loss: 0.1560, grad_norm: 4.1242 2020-10-05 21:25:34,850 - mmaction - INFO - Epoch [116][3/25] lr: 1.000e-03, eta: 21:18:10, time: 0.458, data_time: 0.021, memory: 6352, loss_activity: 0.1742, loss_completeness: 0.0735, loss_reg: 0.0403, loss: 0.2880, grad_norm: 6.3869 2020-10-05 21:25:35,531 - mmaction - INFO - Epoch [116][4/25] lr: 1.000e-03, eta: 21:17:37, time: 0.543, data_time: 0.043, memory: 6352, loss_activity: 0.1750, loss_completeness: 0.0557, loss_reg: 0.0229, loss: 0.2536, grad_norm: 5.5237 2020-10-05 21:25:36,026 - mmaction - INFO - Epoch [116][5/25] lr: 1.000e-03, eta: 21:17:04, time: 0.666, data_time: 0.195, memory: 6352, loss_activity: 0.2380, loss_completeness: 0.0766, loss_reg: 0.0436, loss: 0.3582, grad_norm: 11.8158 2020-10-05 21:25:36,565 - mmaction - INFO - Epoch [116][6/25] lr: 1.000e-03, eta: 21:16:32, time: 0.519, data_time: 0.019, memory: 6352, loss_activity: 0.0847, loss_completeness: 0.0829, loss_reg: 0.0777, loss: 0.2453, grad_norm: 4.7576 2020-10-05 21:25:37,198 - mmaction - INFO - Epoch [116][7/25] lr: 1.000e-03, eta: 21:15:59, time: 0.575, data_time: 0.028, memory: 6352, loss_activity: 0.3991, loss_completeness: 0.0741, loss_reg: 0.0455, loss: 0.5188, grad_norm: 10.8728 2020-10-05 21:25:37,780 - mmaction - INFO - Epoch [116][8/25] lr: 1.000e-03, eta: 21:15:26, time: 0.610, data_time: 0.088, memory: 6352, loss_activity: 0.0788, loss_completeness: 0.0787, loss_reg: 0.0523, loss: 0.2098, grad_norm: 5.0938 2020-10-05 21:25:38,343 - mmaction - INFO - Epoch [116][9/25] lr: 1.000e-03, eta: 21:14:54, time: 0.580, data_time: 0.057, memory: 6352, loss_activity: 0.7401, loss_completeness: 0.1039, loss_reg: 0.0214, loss: 0.8654, grad_norm: 17.3111 2020-10-05 21:25:38,834 - mmaction - INFO - Epoch [116][10/25] lr: 1.000e-03, eta: 21:14:21, time: 0.520, data_time: 0.040, memory: 6352, loss_activity: 0.4428, loss_completeness: 0.0752, loss_reg: 0.0610, loss: 0.5790, grad_norm: 12.1949 2020-10-05 21:25:39,317 - mmaction - INFO - Epoch [116][11/25] lr: 1.000e-03, eta: 21:13:48, time: 0.486, data_time: 0.012, memory: 6352, loss_activity: 0.2175, loss_completeness: 0.0652, loss_reg: 0.0403, loss: 0.3230, grad_norm: 9.2671 2020-10-05 21:25:39,928 - mmaction - INFO - Epoch [116][12/25] lr: 1.000e-03, eta: 21:13:16, time: 0.532, data_time: 0.008, memory: 6352, loss_activity: 0.3765, loss_completeness: 0.0874, loss_reg: 0.0469, loss: 0.5109, grad_norm: 15.0198 2020-10-05 21:25:40,452 - mmaction - INFO - Epoch [116][13/25] lr: 1.000e-03, eta: 21:12:43, time: 0.590, data_time: 0.090, memory: 6352, loss_activity: 0.4283, loss_completeness: 0.0804, loss_reg: 0.0648, loss: 0.5735, grad_norm: 10.9373 2020-10-05 21:25:40,992 - mmaction - INFO - Epoch [116][14/25] lr: 1.000e-03, eta: 21:12:10, time: 0.486, data_time: 0.027, memory: 6352, loss_activity: 0.4002, loss_completeness: 0.0578, loss_reg: 0.0271, loss: 0.4850, grad_norm: 10.0739 2020-10-05 21:25:41,541 - mmaction - INFO - Epoch [116][15/25] lr: 1.000e-03, eta: 21:11:38, time: 0.569, data_time: 0.081, memory: 6352, loss_activity: 0.3547, loss_completeness: 0.0671, loss_reg: 0.0359, loss: 0.4576, grad_norm: 13.0354 2020-10-05 21:25:42,008 - mmaction - INFO - Epoch [116][16/25] lr: 1.000e-03, eta: 21:11:05, time: 0.517, data_time: 0.055, memory: 6352, loss_activity: 0.0290, loss_completeness: 0.0740, loss_reg: 0.0502, loss: 0.1532, grad_norm: 4.0344 2020-10-05 21:25:42,607 - mmaction - INFO - Epoch [116][17/25] lr: 1.000e-03, eta: 21:10:33, time: 0.558, data_time: 0.005, memory: 6352, loss_activity: 0.3257, loss_completeness: 0.0971, loss_reg: 0.0257, loss: 0.4485, grad_norm: 14.0674 2020-10-05 21:25:43,234 - mmaction - INFO - Epoch [116][18/25] lr: 1.000e-03, eta: 21:10:01, time: 0.581, data_time: 0.046, memory: 6352, loss_activity: 0.2533, loss_completeness: 0.0860, loss_reg: 0.0307, loss: 0.3700, grad_norm: 9.5534 2020-10-05 21:25:43,828 - mmaction - INFO - Epoch [116][19/25] lr: 1.000e-03, eta: 21:09:29, time: 0.680, data_time: 0.100, memory: 6352, loss_activity: 0.1099, loss_completeness: 0.0903, loss_reg: 0.0173, loss: 0.2175, grad_norm: 4.9802 2020-10-05 21:25:44,302 - mmaction - INFO - Epoch [116][20/25] lr: 1.000e-03, eta: 21:08:56, time: 0.454, data_time: 0.030, memory: 6352, loss_activity: 0.1482, loss_completeness: 0.0554, loss_reg: 0.0541, loss: 0.2577, grad_norm: 6.4045 2020-10-05 21:25:44,907 - mmaction - INFO - Epoch [116][21/25] lr: 1.000e-03, eta: 21:08:24, time: 0.564, data_time: 0.072, memory: 6352, loss_activity: 0.0737, loss_completeness: 0.0557, loss_reg: 0.0478, loss: 0.1772, grad_norm: 5.4042 2020-10-05 21:25:45,405 - mmaction - INFO - Epoch [116][22/25] lr: 1.000e-03, eta: 21:07:51, time: 0.544, data_time: 0.110, memory: 6352, loss_activity: 0.1665, loss_completeness: 0.0843, loss_reg: 0.0381, loss: 0.2889, grad_norm: 10.1171 2020-10-05 21:25:45,831 - mmaction - INFO - Epoch [116][23/25] lr: 1.000e-03, eta: 21:07:18, time: 0.442, data_time: 0.022, memory: 6352, loss_activity: 0.1479, loss_completeness: 0.0785, loss_reg: 0.0405, loss: 0.2669, grad_norm: 6.3994 2020-10-05 21:25:46,246 - mmaction - INFO - Epoch [116][24/25] lr: 1.000e-03, eta: 21:06:46, time: 0.414, data_time: 0.014, memory: 6352, loss_activity: 0.1994, loss_completeness: 0.0977, loss_reg: 0.0535, loss: 0.3505, grad_norm: 9.2172 2020-10-05 21:25:46,669 - mmaction - INFO - Epoch [116][25/25] lr: 1.000e-03, eta: 21:06:13, time: 0.419, data_time: 0.017, memory: 6352, loss_activity: 0.1991, loss_completeness: 0.0812, loss_reg: 0.0761, loss: 0.3564, grad_norm: 10.6494 2020-10-05 21:25:55,249 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:29:04,645 - mmaction - INFO - Epoch [117][1/25] lr: 1.000e-03, eta: 21:16:05, time: 189.282, data_time: 182.829, memory: 6352, loss_activity: 0.2148, loss_completeness: 0.0689, loss_reg: 0.0454, loss: 0.3291, grad_norm: 8.3291 2020-10-05 21:29:05,341 - mmaction - INFO - Epoch [117][2/25] lr: 1.000e-03, eta: 21:15:33, time: 0.807, data_time: 0.217, memory: 6352, loss_activity: 0.1023, loss_completeness: 0.0847, loss_reg: 0.0652, loss: 0.2522, grad_norm: 6.7874 2020-10-05 21:29:05,880 - mmaction - INFO - Epoch [117][3/25] lr: 1.000e-03, eta: 21:15:01, time: 0.490, data_time: 0.020, memory: 6352, loss_activity: 0.2944, loss_completeness: 0.0865, loss_reg: 0.1000, loss: 0.4809, grad_norm: 10.2221 2020-10-05 21:29:06,413 - mmaction - INFO - Epoch [117][4/25] lr: 1.000e-03, eta: 21:14:28, time: 0.500, data_time: 0.066, memory: 6352, loss_activity: 0.1794, loss_completeness: 0.0556, loss_reg: 0.0391, loss: 0.2742, grad_norm: 8.0293 2020-10-05 21:29:06,851 - mmaction - INFO - Epoch [117][5/25] lr: 1.000e-03, eta: 21:13:56, time: 0.521, data_time: 0.090, memory: 6352, loss_activity: 0.0512, loss_completeness: 0.0739, loss_reg: 0.0488, loss: 0.1740, grad_norm: 4.7720 2020-10-05 21:29:07,453 - mmaction - INFO - Epoch [117][6/25] lr: 1.000e-03, eta: 21:13:23, time: 0.482, data_time: 0.003, memory: 6352, loss_activity: 0.4518, loss_completeness: 0.0842, loss_reg: 0.0418, loss: 0.5779, grad_norm: 13.0424 2020-10-05 21:29:07,975 - mmaction - INFO - Epoch [117][7/25] lr: 1.000e-03, eta: 21:12:51, time: 0.629, data_time: 0.125, memory: 6352, loss_activity: 0.3103, loss_completeness: 0.0744, loss_reg: 0.0588, loss: 0.4436, grad_norm: 7.0169 2020-10-05 21:29:08,536 - mmaction - INFO - Epoch [117][8/25] lr: 1.000e-03, eta: 21:12:18, time: 0.529, data_time: 0.019, memory: 6352, loss_activity: 0.2283, loss_completeness: 0.0726, loss_reg: 0.0172, loss: 0.3182, grad_norm: 13.6131 2020-10-05 21:29:09,009 - mmaction - INFO - Epoch [117][9/25] lr: 1.000e-03, eta: 21:11:46, time: 0.510, data_time: 0.051, memory: 6352, loss_activity: 0.1764, loss_completeness: 0.0827, loss_reg: 0.0647, loss: 0.3239, grad_norm: 8.5115 2020-10-05 21:29:09,568 - mmaction - INFO - Epoch [117][10/25] lr: 1.000e-03, eta: 21:11:13, time: 0.521, data_time: 0.013, memory: 6352, loss_activity: 0.5576, loss_completeness: 0.0924, loss_reg: 0.0496, loss: 0.6996, grad_norm: 15.7507 2020-10-05 21:29:10,071 - mmaction - INFO - Epoch [117][11/25] lr: 1.000e-03, eta: 21:10:41, time: 0.533, data_time: 0.051, memory: 6352, loss_activity: 0.1557, loss_completeness: 0.0953, loss_reg: 0.0509, loss: 0.3018, grad_norm: 10.0843 2020-10-05 21:29:10,633 - mmaction - INFO - Epoch [117][12/25] lr: 1.000e-03, eta: 21:10:09, time: 0.559, data_time: 0.021, memory: 6352, loss_activity: 0.1487, loss_completeness: 0.0742, loss_reg: 0.0662, loss: 0.2891, grad_norm: 7.7047 2020-10-05 21:29:11,270 - mmaction - INFO - Epoch [117][13/25] lr: 1.000e-03, eta: 21:09:36, time: 0.609, data_time: 0.024, memory: 6352, loss_activity: 0.6047, loss_completeness: 0.0782, loss_reg: 0.0210, loss: 0.7039, grad_norm: 16.4461 2020-10-05 21:29:11,793 - mmaction - INFO - Epoch [117][14/25] lr: 1.000e-03, eta: 21:09:04, time: 0.561, data_time: 0.057, memory: 6352, loss_activity: 0.1068, loss_completeness: 0.0399, loss_reg: 0.0222, loss: 0.1689, grad_norm: 5.2827 2020-10-05 21:29:12,397 - mmaction - INFO - Epoch [117][15/25] lr: 1.000e-03, eta: 21:08:32, time: 0.567, data_time: 0.014, memory: 6352, loss_activity: 0.4092, loss_completeness: 0.0862, loss_reg: 0.0270, loss: 0.5224, grad_norm: 10.2026 2020-10-05 21:29:12,916 - mmaction - INFO - Epoch [117][16/25] lr: 1.000e-03, eta: 21:08:00, time: 0.563, data_time: 0.052, memory: 6352, loss_activity: 0.2140, loss_completeness: 0.0789, loss_reg: 0.0466, loss: 0.3395, grad_norm: 18.3770 2020-10-05 21:29:13,597 - mmaction - INFO - Epoch [117][17/25] lr: 1.000e-03, eta: 21:07:28, time: 0.683, data_time: 0.005, memory: 6352, loss_activity: 0.1219, loss_completeness: 0.0739, loss_reg: 0.0739, loss: 0.2697, grad_norm: 10.5650 2020-10-05 21:29:14,071 - mmaction - INFO - Epoch [117][18/25] lr: 1.000e-03, eta: 21:06:56, time: 0.462, data_time: 0.014, memory: 6352, loss_activity: 0.0844, loss_completeness: 0.0916, loss_reg: 0.0302, loss: 0.2061, grad_norm: 4.0799 2020-10-05 21:29:14,539 - mmaction - INFO - Epoch [117][19/25] lr: 1.000e-03, eta: 21:06:23, time: 0.472, data_time: 0.030, memory: 6352, loss_activity: 0.0705, loss_completeness: 0.0598, loss_reg: 0.0783, loss: 0.2086, grad_norm: 6.0081 2020-10-05 21:29:15,063 - mmaction - INFO - Epoch [117][20/25] lr: 1.000e-03, eta: 21:05:51, time: 0.521, data_time: 0.011, memory: 6352, loss_activity: 0.7751, loss_completeness: 0.0864, loss_reg: 0.0562, loss: 0.9177, grad_norm: 15.7857 2020-10-05 21:29:15,742 - mmaction - INFO - Epoch [117][21/25] lr: 1.000e-03, eta: 21:05:19, time: 0.672, data_time: 0.062, memory: 6352, loss_activity: 0.8462, loss_completeness: 0.0622, loss_reg: 0.0300, loss: 0.9383, grad_norm: 16.8690 2020-10-05 21:29:16,233 - mmaction - INFO - Epoch [117][22/25] lr: 1.000e-03, eta: 21:04:47, time: 0.509, data_time: 0.080, memory: 6352, loss_activity: 0.3127, loss_completeness: 0.0712, loss_reg: 0.0368, loss: 0.4206, grad_norm: 10.6376 2020-10-05 21:29:16,659 - mmaction - INFO - Epoch [117][23/25] lr: 1.000e-03, eta: 21:04:14, time: 0.422, data_time: 0.009, memory: 6352, loss_activity: 0.1824, loss_completeness: 0.0841, loss_reg: 0.0467, loss: 0.3132, grad_norm: 9.5400 2020-10-05 21:29:17,066 - mmaction - INFO - Epoch [117][24/25] lr: 1.000e-03, eta: 21:03:42, time: 0.410, data_time: 0.009, memory: 6352, loss_activity: 0.4120, loss_completeness: 0.0832, loss_reg: 0.0598, loss: 0.5549, grad_norm: 10.1330 2020-10-05 21:29:17,476 - mmaction - INFO - Epoch [117][25/25] lr: 1.000e-03, eta: 21:03:09, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.6252, loss_completeness: 0.0845, loss_reg: 0.0494, loss: 0.7592, grad_norm: 27.8160 2020-10-05 21:29:25,650 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:32:28,314 - mmaction - INFO - Epoch [118][1/25] lr: 1.000e-03, eta: 21:12:33, time: 182.514, data_time: 176.386, memory: 6352, loss_activity: 0.0985, loss_completeness: 0.0546, loss_reg: 0.0457, loss: 0.1988, grad_norm: 4.4574 2020-10-05 21:32:28,916 - mmaction - INFO - Epoch [118][2/25] lr: 1.000e-03, eta: 21:12:01, time: 0.729, data_time: 0.238, memory: 6352, loss_activity: 0.2194, loss_completeness: 0.0683, loss_reg: 0.0438, loss: 0.3314, grad_norm: 7.2345 2020-10-05 21:32:29,385 - mmaction - INFO - Epoch [118][3/25] lr: 1.000e-03, eta: 21:11:29, time: 0.468, data_time: 0.032, memory: 6352, loss_activity: 0.4266, loss_completeness: 0.0778, loss_reg: 0.0611, loss: 0.5655, grad_norm: 10.5881 2020-10-05 21:32:29,981 - mmaction - INFO - Epoch [118][4/25] lr: 1.000e-03, eta: 21:10:57, time: 0.603, data_time: 0.028, memory: 6352, loss_activity: 0.3326, loss_completeness: 0.0966, loss_reg: 0.0663, loss: 0.4955, grad_norm: 9.1852 2020-10-05 21:32:30,589 - mmaction - INFO - Epoch [118][5/25] lr: 1.000e-03, eta: 21:10:24, time: 0.549, data_time: 0.094, memory: 6352, loss_activity: 0.1783, loss_completeness: 0.0434, loss_reg: 0.0494, loss: 0.2711, grad_norm: 6.9494 2020-10-05 21:32:31,136 - mmaction - INFO - Epoch [118][6/25] lr: 1.000e-03, eta: 21:09:52, time: 0.602, data_time: 0.077, memory: 6352, loss_activity: 0.3577, loss_completeness: 0.0909, loss_reg: 0.0370, loss: 0.4856, grad_norm: 7.8584 2020-10-05 21:32:31,650 - mmaction - INFO - Epoch [118][7/25] lr: 1.000e-03, eta: 21:09:20, time: 0.520, data_time: 0.025, memory: 6352, loss_activity: 0.4311, loss_completeness: 0.0863, loss_reg: 0.0607, loss: 0.5781, grad_norm: 11.4367 2020-10-05 21:32:32,372 - mmaction - INFO - Epoch [118][8/25] lr: 1.000e-03, eta: 21:08:49, time: 0.711, data_time: 0.018, memory: 6352, loss_activity: 0.2252, loss_completeness: 0.0667, loss_reg: 0.0763, loss: 0.3681, grad_norm: 7.0088 2020-10-05 21:32:32,907 - mmaction - INFO - Epoch [118][9/25] lr: 1.000e-03, eta: 21:08:16, time: 0.538, data_time: 0.030, memory: 6352, loss_activity: 0.1060, loss_completeness: 0.0655, loss_reg: 0.0593, loss: 0.2309, grad_norm: 7.4463 2020-10-05 21:32:33,385 - mmaction - INFO - Epoch [118][10/25] lr: 1.000e-03, eta: 21:07:44, time: 0.464, data_time: 0.029, memory: 6352, loss_activity: 0.3080, loss_completeness: 0.1136, loss_reg: 0.0498, loss: 0.4715, grad_norm: 10.7193 2020-10-05 21:32:33,877 - mmaction - INFO - Epoch [118][11/25] lr: 1.000e-03, eta: 21:07:12, time: 0.527, data_time: 0.050, memory: 6352, loss_activity: 0.0895, loss_completeness: 0.0591, loss_reg: 0.0173, loss: 0.1659, grad_norm: 5.3117 2020-10-05 21:32:34,453 - mmaction - INFO - Epoch [118][12/25] lr: 1.000e-03, eta: 21:06:40, time: 0.543, data_time: 0.006, memory: 6352, loss_activity: 0.1557, loss_completeness: 0.0534, loss_reg: 0.0209, loss: 0.2299, grad_norm: 7.3728 2020-10-05 21:32:35,008 - mmaction - INFO - Epoch [118][13/25] lr: 1.000e-03, eta: 21:06:08, time: 0.575, data_time: 0.039, memory: 6352, loss_activity: 0.3445, loss_completeness: 0.0832, loss_reg: 0.1079, loss: 0.5356, grad_norm: 9.0769 2020-10-05 21:32:35,609 - mmaction - INFO - Epoch [118][14/25] lr: 1.000e-03, eta: 21:05:36, time: 0.525, data_time: 0.019, memory: 6352, loss_activity: 0.0824, loss_completeness: 0.0696, loss_reg: 0.0728, loss: 0.2248, grad_norm: 6.9026 2020-10-05 21:32:36,077 - mmaction - INFO - Epoch [118][15/25] lr: 1.000e-03, eta: 21:05:04, time: 0.534, data_time: 0.096, memory: 6352, loss_activity: 0.0719, loss_completeness: 0.0744, loss_reg: 0.0586, loss: 0.2049, grad_norm: 5.4762 2020-10-05 21:32:36,645 - mmaction - INFO - Epoch [118][16/25] lr: 1.000e-03, eta: 21:04:32, time: 0.564, data_time: 0.026, memory: 6352, loss_activity: 0.1935, loss_completeness: 0.0737, loss_reg: 0.0907, loss: 0.3579, grad_norm: 8.3212 2020-10-05 21:32:37,258 - mmaction - INFO - Epoch [118][17/25] lr: 1.000e-03, eta: 21:04:00, time: 0.573, data_time: 0.055, memory: 6352, loss_activity: 0.3681, loss_completeness: 0.0812, loss_reg: 0.0417, loss: 0.4910, grad_norm: 17.2909 2020-10-05 21:32:37,752 - mmaction - INFO - Epoch [118][18/25] lr: 1.000e-03, eta: 21:03:28, time: 0.511, data_time: 0.090, memory: 6352, loss_activity: 0.0242, loss_completeness: 0.0860, loss_reg: 0.0319, loss: 0.1420, grad_norm: 3.2977 2020-10-05 21:32:38,340 - mmaction - INFO - Epoch [118][19/25] lr: 1.000e-03, eta: 21:02:56, time: 0.557, data_time: 0.058, memory: 6352, loss_activity: 0.2596, loss_completeness: 0.1001, loss_reg: 0.0415, loss: 0.4012, grad_norm: 16.5811 2020-10-05 21:32:38,895 - mmaction - INFO - Epoch [118][20/25] lr: 1.000e-03, eta: 21:02:24, time: 0.564, data_time: 0.104, memory: 6352, loss_activity: 0.8878, loss_completeness: 0.0818, loss_reg: 0.0376, loss: 1.0072, grad_norm: 29.6508 2020-10-05 21:32:39,449 - mmaction - INFO - Epoch [118][21/25] lr: 1.000e-03, eta: 21:01:52, time: 0.567, data_time: 0.144, memory: 6352, loss_activity: 0.0748, loss_completeness: 0.0657, loss_reg: 0.0458, loss: 0.1863, grad_norm: 5.7778 2020-10-05 21:32:39,932 - mmaction - INFO - Epoch [118][22/25] lr: 1.000e-03, eta: 21:01:21, time: 0.542, data_time: 0.070, memory: 6352, loss_activity: 0.2619, loss_completeness: 0.0473, loss_reg: 0.0549, loss: 0.3642, grad_norm: 9.7124 2020-10-05 21:32:40,341 - mmaction - INFO - Epoch [118][23/25] lr: 1.000e-03, eta: 21:00:48, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.4485, loss_completeness: 0.0954, loss_reg: 0.0826, loss: 0.6264, grad_norm: 10.9977 2020-10-05 21:32:40,787 - mmaction - INFO - Epoch [118][24/25] lr: 1.000e-03, eta: 21:00:16, time: 0.445, data_time: 0.027, memory: 6352, loss_activity: 0.4095, loss_completeness: 0.0992, loss_reg: 0.0604, loss: 0.5692, grad_norm: 12.5003 2020-10-05 21:32:41,197 - mmaction - INFO - Epoch [118][25/25] lr: 1.000e-03, eta: 20:59:44, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.3682, loss_completeness: 0.0632, loss_reg: 0.0411, loss: 0.4726, grad_norm: 12.2811 2020-10-05 21:32:47,860 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:35:53,509 - mmaction - INFO - Epoch [119][1/25] lr: 1.000e-03, eta: 21:09:11, time: 185.483, data_time: 180.789, memory: 6352, loss_activity: 0.2289, loss_completeness: 0.0851, loss_reg: 0.0494, loss: 0.3634, grad_norm: 9.7781 2020-10-05 21:35:54,187 - mmaction - INFO - Epoch [119][2/25] lr: 1.000e-03, eta: 21:08:39, time: 0.808, data_time: 0.280, memory: 6352, loss_activity: 0.1344, loss_completeness: 0.0748, loss_reg: 0.0635, loss: 0.2728, grad_norm: 8.7813 2020-10-05 21:35:54,708 - mmaction - INFO - Epoch [119][3/25] lr: 1.000e-03, eta: 21:08:07, time: 0.455, data_time: 0.040, memory: 6352, loss_activity: 0.0569, loss_completeness: 0.0548, loss_reg: 0.0338, loss: 0.1455, grad_norm: 4.2561 2020-10-05 21:35:55,205 - mmaction - INFO - Epoch [119][4/25] lr: 1.000e-03, eta: 21:07:35, time: 0.558, data_time: 0.110, memory: 6352, loss_activity: 0.7374, loss_completeness: 0.0926, loss_reg: 0.0161, loss: 0.8460, grad_norm: 18.4586 2020-10-05 21:35:55,730 - mmaction - INFO - Epoch [119][5/25] lr: 1.000e-03, eta: 21:07:03, time: 0.548, data_time: 0.072, memory: 6352, loss_activity: 0.1268, loss_completeness: 0.0854, loss_reg: 0.0340, loss: 0.2461, grad_norm: 4.8542 2020-10-05 21:35:56,386 - mmaction - INFO - Epoch [119][6/25] lr: 1.000e-03, eta: 21:06:32, time: 0.597, data_time: 0.020, memory: 6352, loss_activity: 0.0504, loss_completeness: 0.0752, loss_reg: 0.0513, loss: 0.1770, grad_norm: 3.9559 2020-10-05 21:35:56,926 - mmaction - INFO - Epoch [119][7/25] lr: 1.000e-03, eta: 21:06:00, time: 0.554, data_time: 0.087, memory: 6352, loss_activity: 0.1387, loss_completeness: 0.0533, loss_reg: 0.0536, loss: 0.2456, grad_norm: 5.8844 2020-10-05 21:35:57,404 - mmaction - INFO - Epoch [119][8/25] lr: 1.000e-03, eta: 21:05:28, time: 0.513, data_time: 0.084, memory: 6352, loss_activity: 0.3877, loss_completeness: 0.0839, loss_reg: 0.0485, loss: 0.5201, grad_norm: 12.1693 2020-10-05 21:35:58,046 - mmaction - INFO - Epoch [119][9/25] lr: 1.000e-03, eta: 21:04:56, time: 0.575, data_time: 0.033, memory: 6352, loss_activity: 0.2707, loss_completeness: 0.0470, loss_reg: 0.0535, loss: 0.3711, grad_norm: 8.6921 2020-10-05 21:35:58,580 - mmaction - INFO - Epoch [119][10/25] lr: 1.000e-03, eta: 21:04:24, time: 0.583, data_time: 0.096, memory: 6352, loss_activity: 0.4708, loss_completeness: 0.0756, loss_reg: 0.0405, loss: 0.5868, grad_norm: 12.3409 2020-10-05 21:35:59,067 - mmaction - INFO - Epoch [119][11/25] lr: 1.000e-03, eta: 21:03:52, time: 0.483, data_time: 0.052, memory: 6352, loss_activity: 0.4053, loss_completeness: 0.0662, loss_reg: 0.0451, loss: 0.5166, grad_norm: 10.9480 2020-10-05 21:35:59,620 - mmaction - INFO - Epoch [119][12/25] lr: 1.000e-03, eta: 21:03:21, time: 0.595, data_time: 0.053, memory: 6352, loss_activity: 0.3894, loss_completeness: 0.0759, loss_reg: 0.0399, loss: 0.5051, grad_norm: 8.8354 2020-10-05 21:36:00,283 - mmaction - INFO - Epoch [119][13/25] lr: 1.000e-03, eta: 21:02:49, time: 0.622, data_time: 0.020, memory: 6352, loss_activity: 0.2883, loss_completeness: 0.0677, loss_reg: 0.0135, loss: 0.3696, grad_norm: 11.8673 2020-10-05 21:36:00,799 - mmaction - INFO - Epoch [119][14/25] lr: 1.000e-03, eta: 21:02:17, time: 0.545, data_time: 0.052, memory: 6352, loss_activity: 0.3475, loss_completeness: 0.0598, loss_reg: 0.0575, loss: 0.4647, grad_norm: 10.0216 2020-10-05 21:36:01,357 - mmaction - INFO - Epoch [119][15/25] lr: 1.000e-03, eta: 21:01:46, time: 0.530, data_time: 0.022, memory: 6352, loss_activity: 0.1158, loss_completeness: 0.0836, loss_reg: 0.0412, loss: 0.2406, grad_norm: 9.0892 2020-10-05 21:36:01,919 - mmaction - INFO - Epoch [119][16/25] lr: 1.000e-03, eta: 21:01:14, time: 0.593, data_time: 0.050, memory: 6352, loss_activity: 0.1042, loss_completeness: 0.0419, loss_reg: 0.0334, loss: 0.1795, grad_norm: 5.9741 2020-10-05 21:36:02,537 - mmaction - INFO - Epoch [119][17/25] lr: 1.000e-03, eta: 21:00:42, time: 0.540, data_time: 0.018, memory: 6352, loss_activity: 0.4344, loss_completeness: 0.0975, loss_reg: 0.0440, loss: 0.5759, grad_norm: 10.3462 2020-10-05 21:36:03,114 - mmaction - INFO - Epoch [119][18/25] lr: 1.000e-03, eta: 21:00:11, time: 0.668, data_time: 0.098, memory: 6352, loss_activity: 0.1254, loss_completeness: 0.0771, loss_reg: 0.0927, loss: 0.2953, grad_norm: 6.6803 2020-10-05 21:36:03,587 - mmaction - INFO - Epoch [119][19/25] lr: 1.000e-03, eta: 20:59:39, time: 0.473, data_time: 0.007, memory: 6352, loss_activity: 0.0163, loss_completeness: 0.0911, loss_reg: 0.0667, loss: 0.1741, grad_norm: 3.3614 2020-10-05 21:36:04,174 - mmaction - INFO - Epoch [119][20/25] lr: 1.000e-03, eta: 20:59:08, time: 0.546, data_time: 0.057, memory: 6352, loss_activity: 0.2515, loss_completeness: 0.0847, loss_reg: 0.0254, loss: 0.3616, grad_norm: 8.3025 2020-10-05 21:36:04,701 - mmaction - INFO - Epoch [119][21/25] lr: 1.000e-03, eta: 20:58:36, time: 0.566, data_time: 0.110, memory: 6352, loss_activity: 0.1215, loss_completeness: 0.0918, loss_reg: 0.0531, loss: 0.2664, grad_norm: 6.2249 2020-10-05 21:36:05,282 - mmaction - INFO - Epoch [119][22/25] lr: 1.000e-03, eta: 20:58:04, time: 0.573, data_time: 0.008, memory: 6352, loss_activity: 0.2204, loss_completeness: 0.0840, loss_reg: 0.0380, loss: 0.3425, grad_norm: 7.4980 2020-10-05 21:36:05,699 - mmaction - INFO - Epoch [119][23/25] lr: 1.000e-03, eta: 20:57:33, time: 0.422, data_time: 0.017, memory: 6352, loss_activity: 0.0221, loss_completeness: 0.0497, loss_reg: 0.0445, loss: 0.1163, grad_norm: 4.3671 2020-10-05 21:36:06,116 - mmaction - INFO - Epoch [119][24/25] lr: 1.000e-03, eta: 20:57:01, time: 0.417, data_time: 0.011, memory: 6352, loss_activity: 0.5970, loss_completeness: 0.0646, loss_reg: 0.0375, loss: 0.6991, grad_norm: 17.6339 2020-10-05 21:36:06,532 - mmaction - INFO - Epoch [119][25/25] lr: 1.000e-03, eta: 20:56:29, time: 0.416, data_time: 0.010, memory: 6352, loss_activity: 0.1881, loss_completeness: 0.0913, loss_reg: 0.0570, loss: 0.3364, grad_norm: 7.7463 2020-10-05 21:36:14,231 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:39:14,803 - mmaction - INFO - Epoch [120][1/25] lr: 1.000e-03, eta: 21:05:33, time: 180.366, data_time: 175.920, memory: 6352, loss_activity: 0.2089, loss_completeness: 0.0639, loss_reg: 0.0352, loss: 0.3080, grad_norm: 10.7177 2020-10-05 21:39:15,514 - mmaction - INFO - Epoch [120][2/25] lr: 1.000e-03, eta: 21:05:02, time: 0.847, data_time: 0.312, memory: 6352, loss_activity: 0.3372, loss_completeness: 0.0442, loss_reg: 0.0554, loss: 0.4368, grad_norm: 12.6363 2020-10-05 21:39:16,038 - mmaction - INFO - Epoch [120][3/25] lr: 1.000e-03, eta: 21:04:30, time: 0.479, data_time: 0.072, memory: 6352, loss_activity: 0.0546, loss_completeness: 0.0564, loss_reg: 0.0446, loss: 0.1556, grad_norm: 4.7089 2020-10-05 21:39:16,485 - mmaction - INFO - Epoch [120][4/25] lr: 1.000e-03, eta: 21:03:58, time: 0.558, data_time: 0.117, memory: 6352, loss_activity: 0.0203, loss_completeness: 0.0883, loss_reg: 0.0335, loss: 0.1421, grad_norm: 3.3844 2020-10-05 21:39:16,956 - mmaction - INFO - Epoch [120][5/25] lr: 1.000e-03, eta: 21:03:26, time: 0.454, data_time: 0.006, memory: 6352, loss_activity: 0.2664, loss_completeness: 0.0894, loss_reg: 0.0425, loss: 0.3983, grad_norm: 9.2251 2020-10-05 21:39:17,517 - mmaction - INFO - Epoch [120][6/25] lr: 1.000e-03, eta: 21:02:55, time: 0.576, data_time: 0.026, memory: 6352, loss_activity: 0.0645, loss_completeness: 0.0861, loss_reg: 0.0340, loss: 0.1846, grad_norm: 5.7028 2020-10-05 21:39:18,170 - mmaction - INFO - Epoch [120][7/25] lr: 1.000e-03, eta: 21:02:23, time: 0.577, data_time: 0.010, memory: 6352, loss_activity: 0.5645, loss_completeness: 0.0735, loss_reg: 0.0218, loss: 0.6599, grad_norm: 10.4279 2020-10-05 21:39:18,710 - mmaction - INFO - Epoch [120][8/25] lr: 1.000e-03, eta: 21:01:52, time: 0.551, data_time: 0.086, memory: 6352, loss_activity: 0.1517, loss_completeness: 0.0754, loss_reg: 0.0234, loss: 0.2506, grad_norm: 7.8423 2020-10-05 21:39:19,219 - mmaction - INFO - Epoch [120][9/25] lr: 1.000e-03, eta: 21:01:20, time: 0.513, data_time: 0.082, memory: 6352, loss_activity: 0.1528, loss_completeness: 0.0887, loss_reg: 0.0508, loss: 0.2923, grad_norm: 11.4433 2020-10-05 21:39:19,711 - mmaction - INFO - Epoch [120][10/25] lr: 1.000e-03, eta: 21:00:48, time: 0.532, data_time: 0.077, memory: 6352, loss_activity: 0.1714, loss_completeness: 0.0529, loss_reg: 0.0565, loss: 0.2808, grad_norm: 9.1081 2020-10-05 21:39:20,388 - mmaction - INFO - Epoch [120][11/25] lr: 1.000e-03, eta: 21:00:17, time: 0.613, data_time: 0.036, memory: 6352, loss_activity: 0.3064, loss_completeness: 0.0733, loss_reg: 0.1024, loss: 0.4821, grad_norm: 9.6013 2020-10-05 21:39:20,855 - mmaction - INFO - Epoch [120][12/25] lr: 1.000e-03, eta: 20:59:45, time: 0.534, data_time: 0.092, memory: 6352, loss_activity: 0.0903, loss_completeness: 0.0562, loss_reg: 0.0353, loss: 0.1819, grad_norm: 5.4048 2020-10-05 21:39:21,436 - mmaction - INFO - Epoch [120][13/25] lr: 1.000e-03, eta: 20:59:14, time: 0.548, data_time: 0.035, memory: 6352, loss_activity: 0.2629, loss_completeness: 0.0696, loss_reg: 0.0689, loss: 0.4014, grad_norm: 9.6168 2020-10-05 21:39:22,022 - mmaction - INFO - Epoch [120][14/25] lr: 1.000e-03, eta: 20:58:43, time: 0.563, data_time: 0.062, memory: 6352, loss_activity: 0.0814, loss_completeness: 0.0600, loss_reg: 0.0374, loss: 0.1788, grad_norm: 5.3782 2020-10-05 21:39:22,575 - mmaction - INFO - Epoch [120][15/25] lr: 1.000e-03, eta: 20:58:11, time: 0.558, data_time: 0.081, memory: 6352, loss_activity: 0.0569, loss_completeness: 0.0635, loss_reg: 0.0469, loss: 0.1673, grad_norm: 6.4933 2020-10-05 21:39:22,992 - mmaction - INFO - Epoch [120][16/25] lr: 1.000e-03, eta: 20:57:39, time: 0.481, data_time: 0.081, memory: 6352, loss_activity: 0.1894, loss_completeness: 0.0843, loss_reg: 0.0474, loss: 0.3211, grad_norm: 11.1509 2020-10-05 21:39:23,544 - mmaction - INFO - Epoch [120][17/25] lr: 1.000e-03, eta: 20:57:08, time: 0.544, data_time: 0.012, memory: 6352, loss_activity: 0.0643, loss_completeness: 0.1053, loss_reg: 0.0747, loss: 0.2442, grad_norm: 5.3378 2020-10-05 21:39:24,125 - mmaction - INFO - Epoch [120][18/25] lr: 1.000e-03, eta: 20:56:37, time: 0.573, data_time: 0.019, memory: 6352, loss_activity: 0.2746, loss_completeness: 0.0780, loss_reg: 0.1097, loss: 0.4623, grad_norm: 11.7240 2020-10-05 21:39:24,802 - mmaction - INFO - Epoch [120][19/25] lr: 1.000e-03, eta: 20:56:06, time: 0.646, data_time: 0.038, memory: 6352, loss_activity: 0.3545, loss_completeness: 0.0719, loss_reg: 0.0509, loss: 0.4773, grad_norm: 10.4862 2020-10-05 21:39:25,450 - mmaction - INFO - Epoch [120][20/25] lr: 1.000e-03, eta: 20:55:35, time: 0.700, data_time: 0.114, memory: 6352, loss_activity: 0.0336, loss_completeness: 0.0694, loss_reg: 0.0499, loss: 0.1528, grad_norm: 4.6923 2020-10-05 21:39:26,061 - mmaction - INFO - Epoch [120][21/25] lr: 1.000e-03, eta: 20:55:03, time: 0.535, data_time: 0.075, memory: 6352, loss_activity: 0.0489, loss_completeness: 0.0935, loss_reg: 0.0678, loss: 0.2102, grad_norm: 5.6622 2020-10-05 21:39:26,538 - mmaction - INFO - Epoch [120][22/25] lr: 1.000e-03, eta: 20:54:32, time: 0.550, data_time: 0.089, memory: 6352, loss_activity: 0.0811, loss_completeness: 0.0650, loss_reg: 0.0790, loss: 0.2251, grad_norm: 6.4936 2020-10-05 21:39:26,956 - mmaction - INFO - Epoch [120][23/25] lr: 1.000e-03, eta: 20:54:00, time: 0.416, data_time: 0.010, memory: 6352, loss_activity: 0.5893, loss_completeness: 0.0910, loss_reg: 0.0257, loss: 0.7060, grad_norm: 14.0705 2020-10-05 21:39:27,371 - mmaction - INFO - Epoch [120][24/25] lr: 1.000e-03, eta: 20:53:29, time: 0.416, data_time: 0.012, memory: 6352, loss_activity: 0.0856, loss_completeness: 0.0856, loss_reg: 0.0617, loss: 0.2329, grad_norm: 6.8940 2020-10-05 21:39:27,788 - mmaction - INFO - Epoch [120][25/25] lr: 1.000e-03, eta: 20:52:57, time: 0.417, data_time: 0.012, memory: 6352, loss_activity: 0.4505, loss_completeness: 0.0778, loss_reg: 0.0319, loss: 0.5602, grad_norm: 15.8190 2020-10-05 21:39:34,757 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-10-05 21:39:35,389 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:42:34,798 - mmaction - INFO - Epoch [121][1/25] lr: 1.000e-03, eta: 21:01:52, time: 179.298, data_time: 173.233, memory: 6352, loss_activity: 0.4859, loss_completeness: 0.0896, loss_reg: 0.0367, loss: 0.6122, grad_norm: 22.0804 2020-10-05 21:42:35,478 - mmaction - INFO - Epoch [121][2/25] lr: 1.000e-03, eta: 21:01:20, time: 0.624, data_time: 0.212, memory: 6352, loss_activity: 0.0669, loss_completeness: 0.0825, loss_reg: 0.0558, loss: 0.2052, grad_norm: 5.7663 2020-10-05 21:42:35,995 - mmaction - INFO - Epoch [121][3/25] lr: 1.000e-03, eta: 21:00:49, time: 0.578, data_time: 0.172, memory: 6352, loss_activity: 0.2350, loss_completeness: 0.0362, loss_reg: 0.0606, loss: 0.3318, grad_norm: 10.8634 2020-10-05 21:42:36,561 - mmaction - INFO - Epoch [121][4/25] lr: 1.000e-03, eta: 21:00:18, time: 0.553, data_time: 0.130, memory: 6352, loss_activity: 0.5237, loss_completeness: 0.0688, loss_reg: 0.0505, loss: 0.6431, grad_norm: 13.9903 2020-10-05 21:42:37,200 - mmaction - INFO - Epoch [121][5/25] lr: 1.000e-03, eta: 20:59:47, time: 0.663, data_time: 0.128, memory: 6352, loss_activity: 0.0319, loss_completeness: 0.0621, loss_reg: 0.0346, loss: 0.1285, grad_norm: 4.5632 2020-10-05 21:42:37,718 - mmaction - INFO - Epoch [121][6/25] lr: 1.000e-03, eta: 20:59:15, time: 0.567, data_time: 0.111, memory: 6352, loss_activity: 0.2442, loss_completeness: 0.0871, loss_reg: 0.0560, loss: 0.3873, grad_norm: 9.8090 2020-10-05 21:42:38,305 - mmaction - INFO - Epoch [121][7/25] lr: 1.000e-03, eta: 20:58:44, time: 0.632, data_time: 0.050, memory: 6352, loss_activity: 0.6157, loss_completeness: 0.0768, loss_reg: 0.0662, loss: 0.7587, grad_norm: 23.0875 2020-10-05 21:42:38,830 - mmaction - INFO - Epoch [121][8/25] lr: 1.000e-03, eta: 20:58:13, time: 0.462, data_time: 0.023, memory: 6352, loss_activity: 0.1600, loss_completeness: 0.0832, loss_reg: 0.0714, loss: 0.3146, grad_norm: 8.2061 2020-10-05 21:42:39,317 - mmaction - INFO - Epoch [121][9/25] lr: 1.000e-03, eta: 20:57:41, time: 0.545, data_time: 0.069, memory: 6352, loss_activity: 0.1958, loss_completeness: 0.0767, loss_reg: 0.0324, loss: 0.3049, grad_norm: 9.4517 2020-10-05 21:42:39,839 - mmaction - INFO - Epoch [121][10/25] lr: 1.000e-03, eta: 20:57:10, time: 0.527, data_time: 0.010, memory: 6352, loss_activity: 0.0875, loss_completeness: 0.0726, loss_reg: 0.0631, loss: 0.2232, grad_norm: 5.7694 2020-10-05 21:42:40,370 - mmaction - INFO - Epoch [121][11/25] lr: 1.000e-03, eta: 20:56:39, time: 0.513, data_time: 0.007, memory: 6352, loss_activity: 0.2933, loss_completeness: 0.0812, loss_reg: 0.0692, loss: 0.4436, grad_norm: 15.9959 2020-10-05 21:42:41,056 - mmaction - INFO - Epoch [121][12/25] lr: 1.000e-03, eta: 20:56:08, time: 0.598, data_time: 0.023, memory: 6352, loss_activity: 0.1865, loss_completeness: 0.0506, loss_reg: 0.0745, loss: 0.3116, grad_norm: 7.3955 2020-10-05 21:42:41,588 - mmaction - INFO - Epoch [121][13/25] lr: 1.000e-03, eta: 20:55:36, time: 0.610, data_time: 0.111, memory: 6352, loss_activity: 0.5586, loss_completeness: 0.0670, loss_reg: 0.0509, loss: 0.6765, grad_norm: 15.1976 2020-10-05 21:42:42,185 - mmaction - INFO - Epoch [121][14/25] lr: 1.000e-03, eta: 20:55:05, time: 0.479, data_time: 0.050, memory: 6352, loss_activity: 0.1983, loss_completeness: 0.1169, loss_reg: 0.0379, loss: 0.3530, grad_norm: 6.7356 2020-10-05 21:42:42,733 - mmaction - INFO - Epoch [121][15/25] lr: 1.000e-03, eta: 20:54:34, time: 0.675, data_time: 0.153, memory: 6352, loss_activity: 0.5057, loss_completeness: 0.0747, loss_reg: 0.0147, loss: 0.5951, grad_norm: 11.9501 2020-10-05 21:42:43,266 - mmaction - INFO - Epoch [121][16/25] lr: 1.000e-03, eta: 20:54:03, time: 0.521, data_time: 0.025, memory: 6352, loss_activity: 0.3097, loss_completeness: 0.0745, loss_reg: 0.0262, loss: 0.4104, grad_norm: 13.7006 2020-10-05 21:42:43,845 - mmaction - INFO - Epoch [121][17/25] lr: 1.000e-03, eta: 20:53:32, time: 0.534, data_time: 0.035, memory: 6352, loss_activity: 0.2660, loss_completeness: 0.0695, loss_reg: 0.0393, loss: 0.3747, grad_norm: 7.2837 2020-10-05 21:42:44,367 - mmaction - INFO - Epoch [121][18/25] lr: 1.000e-03, eta: 20:53:01, time: 0.551, data_time: 0.081, memory: 6352, loss_activity: 0.1144, loss_completeness: 0.0863, loss_reg: 0.0290, loss: 0.2297, grad_norm: 8.5393 2020-10-05 21:42:45,022 - mmaction - INFO - Epoch [121][19/25] lr: 1.000e-03, eta: 20:52:30, time: 0.572, data_time: 0.062, memory: 6352, loss_activity: 0.2951, loss_completeness: 0.0688, loss_reg: 0.0512, loss: 0.4152, grad_norm: 11.8061 2020-10-05 21:42:45,655 - mmaction - INFO - Epoch [121][20/25] lr: 1.000e-03, eta: 20:51:59, time: 0.640, data_time: 0.178, memory: 6352, loss_activity: 0.2004, loss_completeness: 0.0825, loss_reg: 0.0449, loss: 0.3277, grad_norm: 7.4668 2020-10-05 21:42:46,272 - mmaction - INFO - Epoch [121][21/25] lr: 1.000e-03, eta: 20:51:28, time: 0.714, data_time: 0.144, memory: 6352, loss_activity: 0.0824, loss_completeness: 0.0611, loss_reg: 0.0413, loss: 0.1849, grad_norm: 9.0898 2020-10-05 21:42:46,733 - mmaction - INFO - Epoch [121][22/25] lr: 1.000e-03, eta: 20:50:57, time: 0.481, data_time: 0.082, memory: 6352, loss_activity: 0.3441, loss_completeness: 0.0797, loss_reg: 0.0843, loss: 0.5081, grad_norm: 10.0631 2020-10-05 21:42:47,170 - mmaction - INFO - Epoch [121][23/25] lr: 1.000e-03, eta: 20:50:26, time: 0.437, data_time: 0.040, memory: 6352, loss_activity: 0.2824, loss_completeness: 0.0516, loss_reg: 0.0376, loss: 0.3716, grad_norm: 10.7952 2020-10-05 21:42:47,587 - mmaction - INFO - Epoch [121][24/25] lr: 1.000e-03, eta: 20:49:54, time: 0.420, data_time: 0.011, memory: 6352, loss_activity: 0.4906, loss_completeness: 0.0783, loss_reg: 0.0337, loss: 0.6026, grad_norm: 11.5424 2020-10-05 21:42:48,000 - mmaction - INFO - Epoch [121][25/25] lr: 1.000e-03, eta: 20:49:23, time: 0.412, data_time: 0.010, memory: 6352, loss_activity: 0.3934, loss_completeness: 0.0648, loss_reg: 0.0370, loss: 0.4952, grad_norm: 12.2619 2020-10-05 21:42:55,444 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:46:15,300 - mmaction - INFO - Epoch [122][1/25] lr: 1.000e-03, eta: 20:59:15, time: 199.590, data_time: 194.640, memory: 6352, loss_activity: 0.2165, loss_completeness: 0.1052, loss_reg: 0.0360, loss: 0.3577, grad_norm: 7.7432 2020-10-05 21:46:16,040 - mmaction - INFO - Epoch [122][2/25] lr: 1.000e-03, eta: 20:58:45, time: 0.981, data_time: 0.456, memory: 6352, loss_activity: 0.0733, loss_completeness: 0.0888, loss_reg: 0.0730, loss: 0.2352, grad_norm: 8.1711 2020-10-05 21:46:16,522 - mmaction - INFO - Epoch [122][3/25] lr: 1.000e-03, eta: 20:58:14, time: 0.480, data_time: 0.031, memory: 6352, loss_activity: 0.1976, loss_completeness: 0.1117, loss_reg: 0.0358, loss: 0.3452, grad_norm: 12.2728 2020-10-05 21:46:17,087 - mmaction - INFO - Epoch [122][4/25] lr: 1.000e-03, eta: 20:57:43, time: 0.546, data_time: 0.042, memory: 6352, loss_activity: 0.1772, loss_completeness: 0.0772, loss_reg: 0.0611, loss: 0.3154, grad_norm: 5.6877 2020-10-05 21:46:17,582 - mmaction - INFO - Epoch [122][5/25] lr: 1.000e-03, eta: 20:57:11, time: 0.539, data_time: 0.054, memory: 6352, loss_activity: 0.0844, loss_completeness: 0.0912, loss_reg: 0.0374, loss: 0.2130, grad_norm: 5.7940 2020-10-05 21:46:18,148 - mmaction - INFO - Epoch [122][6/25] lr: 1.000e-03, eta: 20:56:40, time: 0.517, data_time: 0.006, memory: 6352, loss_activity: 0.2232, loss_completeness: 0.0982, loss_reg: 0.0090, loss: 0.3304, grad_norm: 7.7926 2020-10-05 21:46:18,673 - mmaction - INFO - Epoch [122][7/25] lr: 1.000e-03, eta: 20:56:09, time: 0.546, data_time: 0.055, memory: 6352, loss_activity: 0.1553, loss_completeness: 0.0761, loss_reg: 0.0512, loss: 0.2826, grad_norm: 8.4423 2020-10-05 21:46:19,287 - mmaction - INFO - Epoch [122][8/25] lr: 1.000e-03, eta: 20:55:38, time: 0.598, data_time: 0.037, memory: 6352, loss_activity: 0.2992, loss_completeness: 0.0780, loss_reg: 0.0172, loss: 0.3943, grad_norm: 8.0014 2020-10-05 21:46:19,908 - mmaction - INFO - Epoch [122][9/25] lr: 1.000e-03, eta: 20:55:07, time: 0.634, data_time: 0.050, memory: 6352, loss_activity: 0.0662, loss_completeness: 0.0604, loss_reg: 0.0274, loss: 0.1541, grad_norm: 6.4394 2020-10-05 21:46:20,376 - mmaction - INFO - Epoch [122][10/25] lr: 1.000e-03, eta: 20:54:36, time: 0.482, data_time: 0.038, memory: 6352, loss_activity: 0.2847, loss_completeness: 0.1020, loss_reg: 0.0436, loss: 0.4304, grad_norm: 9.9757 2020-10-05 21:46:20,987 - mmaction - INFO - Epoch [122][11/25] lr: 1.000e-03, eta: 20:54:05, time: 0.570, data_time: 0.023, memory: 6352, loss_activity: 0.2646, loss_completeness: 0.0701, loss_reg: 0.0515, loss: 0.3861, grad_norm: 10.7708 2020-10-05 21:46:21,465 - mmaction - INFO - Epoch [122][12/25] lr: 1.000e-03, eta: 20:53:34, time: 0.530, data_time: 0.064, memory: 6352, loss_activity: 0.1500, loss_completeness: 0.0745, loss_reg: 0.0333, loss: 0.2578, grad_norm: 10.3224 2020-10-05 21:46:22,004 - mmaction - INFO - Epoch [122][13/25] lr: 1.000e-03, eta: 20:53:03, time: 0.531, data_time: 0.012, memory: 6352, loss_activity: 0.3991, loss_completeness: 0.0902, loss_reg: 0.0339, loss: 0.5232, grad_norm: 12.8874 2020-10-05 21:46:22,584 - mmaction - INFO - Epoch [122][14/25] lr: 1.000e-03, eta: 20:52:32, time: 0.548, data_time: 0.019, memory: 6352, loss_activity: 0.1228, loss_completeness: 0.0759, loss_reg: 0.1056, loss: 0.3042, grad_norm: 9.9949 2020-10-05 21:46:23,095 - mmaction - INFO - Epoch [122][15/25] lr: 1.000e-03, eta: 20:52:01, time: 0.547, data_time: 0.053, memory: 6352, loss_activity: 0.1384, loss_completeness: 0.0393, loss_reg: 0.0334, loss: 0.2112, grad_norm: 6.7974 2020-10-05 21:46:23,680 - mmaction - INFO - Epoch [122][16/25] lr: 1.000e-03, eta: 20:51:30, time: 0.581, data_time: 0.022, memory: 6352, loss_activity: 0.5588, loss_completeness: 0.0852, loss_reg: 0.0890, loss: 0.7330, grad_norm: 18.3463 2020-10-05 21:46:24,274 - mmaction - INFO - Epoch [122][17/25] lr: 1.000e-03, eta: 20:50:59, time: 0.563, data_time: 0.025, memory: 6352, loss_activity: 0.5171, loss_completeness: 0.0989, loss_reg: 0.0671, loss: 0.6831, grad_norm: 17.5962 2020-10-05 21:46:24,843 - mmaction - INFO - Epoch [122][18/25] lr: 1.000e-03, eta: 20:50:28, time: 0.513, data_time: 0.054, memory: 6352, loss_activity: 0.2863, loss_completeness: 0.0620, loss_reg: 0.0506, loss: 0.3990, grad_norm: 12.2420 2020-10-05 21:46:25,390 - mmaction - INFO - Epoch [122][19/25] lr: 1.000e-03, eta: 20:49:58, time: 0.648, data_time: 0.107, memory: 6352, loss_activity: 0.0114, loss_completeness: 0.0590, loss_reg: 0.0712, loss: 0.1417, grad_norm: 3.7730 2020-10-05 21:46:25,922 - mmaction - INFO - Epoch [122][20/25] lr: 1.000e-03, eta: 20:49:27, time: 0.493, data_time: 0.022, memory: 6352, loss_activity: 0.1420, loss_completeness: 0.0606, loss_reg: 0.0456, loss: 0.2482, grad_norm: 8.0220 2020-10-05 21:46:26,482 - mmaction - INFO - Epoch [122][21/25] lr: 1.000e-03, eta: 20:48:56, time: 0.536, data_time: 0.092, memory: 6352, loss_activity: 0.4473, loss_completeness: 0.0623, loss_reg: 0.0508, loss: 0.5605, grad_norm: 16.6544 2020-10-05 21:46:27,007 - mmaction - INFO - Epoch [122][22/25] lr: 1.000e-03, eta: 20:48:25, time: 0.589, data_time: 0.102, memory: 6352, loss_activity: 0.3932, loss_completeness: 0.0729, loss_reg: 0.0594, loss: 0.5255, grad_norm: 15.0069 2020-10-05 21:46:27,423 - mmaction - INFO - Epoch [122][23/25] lr: 1.000e-03, eta: 20:47:54, time: 0.415, data_time: 0.013, memory: 6352, loss_activity: 0.2235, loss_completeness: 0.0794, loss_reg: 0.0486, loss: 0.3514, grad_norm: 7.4458 2020-10-05 21:46:27,834 - mmaction - INFO - Epoch [122][24/25] lr: 1.000e-03, eta: 20:47:23, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.3940, loss_completeness: 0.0622, loss_reg: 0.0635, loss: 0.5196, grad_norm: 17.7296 2020-10-05 21:46:28,244 - mmaction - INFO - Epoch [122][25/25] lr: 1.000e-03, eta: 20:46:52, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.1312, loss_completeness: 0.0822, loss_reg: 0.0418, loss: 0.2551, grad_norm: 6.6775 2020-10-05 21:46:36,291 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:49:42,820 - mmaction - INFO - Epoch [123][1/25] lr: 1.000e-03, eta: 20:55:56, time: 186.430, data_time: 182.680, memory: 6352, loss_activity: 0.2503, loss_completeness: 0.0765, loss_reg: 0.0387, loss: 0.3655, grad_norm: 7.5233 2020-10-05 21:49:43,483 - mmaction - INFO - Epoch [123][2/25] lr: 1.000e-03, eta: 20:55:26, time: 0.711, data_time: 0.203, memory: 6352, loss_activity: 0.2793, loss_completeness: 0.0778, loss_reg: 0.0308, loss: 0.3879, grad_norm: 10.7479 2020-10-05 21:49:44,001 - mmaction - INFO - Epoch [123][3/25] lr: 1.000e-03, eta: 20:54:55, time: 0.566, data_time: 0.059, memory: 6352, loss_activity: 0.4973, loss_completeness: 0.0947, loss_reg: 0.0270, loss: 0.6190, grad_norm: 16.1419 2020-10-05 21:49:44,492 - mmaction - INFO - Epoch [123][4/25] lr: 1.000e-03, eta: 20:54:24, time: 0.460, data_time: 0.023, memory: 6352, loss_activity: 0.2901, loss_completeness: 0.0698, loss_reg: 0.0317, loss: 0.3916, grad_norm: 9.0306 2020-10-05 21:49:45,098 - mmaction - INFO - Epoch [123][5/25] lr: 1.000e-03, eta: 20:53:53, time: 0.637, data_time: 0.072, memory: 6352, loss_activity: 0.3834, loss_completeness: 0.0685, loss_reg: 0.0570, loss: 0.5088, grad_norm: 9.0359 2020-10-05 21:49:45,591 - mmaction - INFO - Epoch [123][6/25] lr: 1.000e-03, eta: 20:53:22, time: 0.470, data_time: 0.027, memory: 6352, loss_activity: 0.2760, loss_completeness: 0.0933, loss_reg: 0.0413, loss: 0.4106, grad_norm: 11.3175 2020-10-05 21:49:46,224 - mmaction - INFO - Epoch [123][7/25] lr: 1.000e-03, eta: 20:52:51, time: 0.584, data_time: 0.035, memory: 6352, loss_activity: 0.4988, loss_completeness: 0.0897, loss_reg: 0.0391, loss: 0.6276, grad_norm: 15.9549 2020-10-05 21:49:46,734 - mmaction - INFO - Epoch [123][8/25] lr: 1.000e-03, eta: 20:52:21, time: 0.555, data_time: 0.078, memory: 6352, loss_activity: 0.0662, loss_completeness: 0.0662, loss_reg: 0.0289, loss: 0.1613, grad_norm: 3.6772 2020-10-05 21:49:47,319 - mmaction - INFO - Epoch [123][9/25] lr: 1.000e-03, eta: 20:51:50, time: 0.511, data_time: 0.032, memory: 6352, loss_activity: 0.6113, loss_completeness: 0.0663, loss_reg: 0.0875, loss: 0.7651, grad_norm: 14.7132 2020-10-05 21:49:47,894 - mmaction - INFO - Epoch [123][10/25] lr: 1.000e-03, eta: 20:51:19, time: 0.609, data_time: 0.127, memory: 6352, loss_activity: 0.1195, loss_completeness: 0.0605, loss_reg: 0.0776, loss: 0.2576, grad_norm: 8.0018 2020-10-05 21:49:48,367 - mmaction - INFO - Epoch [123][11/25] lr: 1.000e-03, eta: 20:50:48, time: 0.527, data_time: 0.073, memory: 6352, loss_activity: 0.1923, loss_completeness: 0.0563, loss_reg: 0.0382, loss: 0.2867, grad_norm: 5.9513 2020-10-05 21:49:48,947 - mmaction - INFO - Epoch [123][12/25] lr: 1.000e-03, eta: 20:50:17, time: 0.571, data_time: 0.030, memory: 6352, loss_activity: 0.5083, loss_completeness: 0.0780, loss_reg: 0.0310, loss: 0.6173, grad_norm: 10.1823 2020-10-05 21:49:49,529 - mmaction - INFO - Epoch [123][13/25] lr: 1.000e-03, eta: 20:49:47, time: 0.549, data_time: 0.027, memory: 6352, loss_activity: 0.1992, loss_completeness: 0.0829, loss_reg: 0.0280, loss: 0.3100, grad_norm: 8.0641 2020-10-05 21:49:50,097 - mmaction - INFO - Epoch [123][14/25] lr: 1.000e-03, eta: 20:49:16, time: 0.531, data_time: 0.061, memory: 6352, loss_activity: 0.2641, loss_completeness: 0.0936, loss_reg: 0.0320, loss: 0.3897, grad_norm: 10.7082 2020-10-05 21:49:50,659 - mmaction - INFO - Epoch [123][15/25] lr: 1.000e-03, eta: 20:48:46, time: 0.649, data_time: 0.104, memory: 6352, loss_activity: 0.0869, loss_completeness: 0.0612, loss_reg: 0.0292, loss: 0.1774, grad_norm: 5.3723 2020-10-05 21:49:51,156 - mmaction - INFO - Epoch [123][16/25] lr: 1.000e-03, eta: 20:48:15, time: 0.490, data_time: 0.010, memory: 6352, loss_activity: 0.1939, loss_completeness: 0.0819, loss_reg: 0.0715, loss: 0.3473, grad_norm: 7.1940 2020-10-05 21:49:51,717 - mmaction - INFO - Epoch [123][17/25] lr: 1.000e-03, eta: 20:47:44, time: 0.573, data_time: 0.016, memory: 6352, loss_activity: 0.3241, loss_completeness: 0.0749, loss_reg: 0.0336, loss: 0.4326, grad_norm: 9.0306 2020-10-05 21:49:52,278 - mmaction - INFO - Epoch [123][18/25] lr: 1.000e-03, eta: 20:47:13, time: 0.532, data_time: 0.045, memory: 6352, loss_activity: 0.0886, loss_completeness: 0.0708, loss_reg: 0.0904, loss: 0.2499, grad_norm: 5.2935 2020-10-05 21:49:52,804 - mmaction - INFO - Epoch [123][19/25] lr: 1.000e-03, eta: 20:46:43, time: 0.516, data_time: 0.043, memory: 6352, loss_activity: 0.6325, loss_completeness: 0.0721, loss_reg: 0.0366, loss: 0.7413, grad_norm: 12.5196 2020-10-05 21:49:53,321 - mmaction - INFO - Epoch [123][20/25] lr: 1.000e-03, eta: 20:46:12, time: 0.544, data_time: 0.045, memory: 6352, loss_activity: 0.4678, loss_completeness: 0.0858, loss_reg: 0.0514, loss: 0.6051, grad_norm: 13.5587 2020-10-05 21:49:53,912 - mmaction - INFO - Epoch [123][21/25] lr: 1.000e-03, eta: 20:45:42, time: 0.570, data_time: 0.102, memory: 6352, loss_activity: 0.2373, loss_completeness: 0.0774, loss_reg: 0.0347, loss: 0.3494, grad_norm: 8.0550 2020-10-05 21:49:54,447 - mmaction - INFO - Epoch [123][22/25] lr: 1.000e-03, eta: 20:45:11, time: 0.552, data_time: 0.043, memory: 6352, loss_activity: 0.1341, loss_completeness: 0.0971, loss_reg: 0.0572, loss: 0.2885, grad_norm: 6.2208 2020-10-05 21:49:54,866 - mmaction - INFO - Epoch [123][23/25] lr: 1.000e-03, eta: 20:44:40, time: 0.435, data_time: 0.022, memory: 6352, loss_activity: 0.2994, loss_completeness: 0.0834, loss_reg: 0.0573, loss: 0.4401, grad_norm: 8.0790 2020-10-05 21:49:55,289 - mmaction - INFO - Epoch [123][24/25] lr: 1.000e-03, eta: 20:44:09, time: 0.423, data_time: 0.017, memory: 6352, loss_activity: 0.2745, loss_completeness: 0.0733, loss_reg: 0.1012, loss: 0.4490, grad_norm: 9.8970 2020-10-05 21:49:55,701 - mmaction - INFO - Epoch [123][25/25] lr: 1.000e-03, eta: 20:43:38, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.1492, loss_completeness: 0.0674, loss_reg: 0.0270, loss: 0.2436, grad_norm: 7.2378 2020-10-05 21:50:03,806 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:53:10,656 - mmaction - INFO - Epoch [124][1/25] lr: 1.000e-03, eta: 20:52:38, time: 186.717, data_time: 181.038, memory: 6352, loss_activity: 0.3250, loss_completeness: 0.1046, loss_reg: 0.0741, loss: 0.5036, grad_norm: 9.6994 2020-10-05 21:53:11,222 - mmaction - INFO - Epoch [124][2/25] lr: 1.000e-03, eta: 20:52:08, time: 0.666, data_time: 0.223, memory: 6352, loss_activity: 0.1547, loss_completeness: 0.0791, loss_reg: 0.0537, loss: 0.2875, grad_norm: 7.3362 2020-10-05 21:53:11,779 - mmaction - INFO - Epoch [124][3/25] lr: 1.000e-03, eta: 20:51:37, time: 0.519, data_time: 0.039, memory: 6352, loss_activity: 0.1930, loss_completeness: 0.0681, loss_reg: 0.0325, loss: 0.2937, grad_norm: 7.3877 2020-10-05 21:53:12,354 - mmaction - INFO - Epoch [124][4/25] lr: 1.000e-03, eta: 20:51:06, time: 0.568, data_time: 0.070, memory: 6352, loss_activity: 0.1858, loss_completeness: 0.0603, loss_reg: 0.0416, loss: 0.2877, grad_norm: 12.7859 2020-10-05 21:53:12,919 - mmaction - INFO - Epoch [124][5/25] lr: 1.000e-03, eta: 20:50:36, time: 0.627, data_time: 0.127, memory: 6352, loss_activity: 0.2357, loss_completeness: 0.0889, loss_reg: 0.0832, loss: 0.4077, grad_norm: 8.9203 2020-10-05 21:53:13,575 - mmaction - INFO - Epoch [124][6/25] lr: 1.000e-03, eta: 20:50:05, time: 0.576, data_time: 0.018, memory: 6352, loss_activity: 0.3288, loss_completeness: 0.1010, loss_reg: 0.0375, loss: 0.4673, grad_norm: 9.3333 2020-10-05 21:53:14,061 - mmaction - INFO - Epoch [124][7/25] lr: 1.000e-03, eta: 20:49:35, time: 0.578, data_time: 0.100, memory: 6352, loss_activity: 0.1350, loss_completeness: 0.0801, loss_reg: 0.0775, loss: 0.2926, grad_norm: 8.1686 2020-10-05 21:53:14,621 - mmaction - INFO - Epoch [124][8/25] lr: 1.000e-03, eta: 20:49:04, time: 0.527, data_time: 0.015, memory: 6352, loss_activity: 0.2170, loss_completeness: 0.0802, loss_reg: 0.0394, loss: 0.3365, grad_norm: 12.1181 2020-10-05 21:53:15,145 - mmaction - INFO - Epoch [124][9/25] lr: 1.000e-03, eta: 20:48:34, time: 0.541, data_time: 0.038, memory: 6352, loss_activity: 0.2591, loss_completeness: 0.0952, loss_reg: 0.0532, loss: 0.4074, grad_norm: 10.6952 2020-10-05 21:53:15,670 - mmaction - INFO - Epoch [124][10/25] lr: 1.000e-03, eta: 20:48:03, time: 0.500, data_time: 0.021, memory: 6352, loss_activity: 0.2901, loss_completeness: 0.0888, loss_reg: 0.0315, loss: 0.4104, grad_norm: 16.4887 2020-10-05 21:53:16,244 - mmaction - INFO - Epoch [124][11/25] lr: 1.000e-03, eta: 20:47:32, time: 0.563, data_time: 0.056, memory: 6352, loss_activity: 0.3171, loss_completeness: 0.0468, loss_reg: 0.0360, loss: 0.3999, grad_norm: 9.1836 2020-10-05 21:53:16,752 - mmaction - INFO - Epoch [124][12/25] lr: 1.000e-03, eta: 20:47:02, time: 0.552, data_time: 0.057, memory: 6352, loss_activity: 0.4626, loss_completeness: 0.0559, loss_reg: 0.0492, loss: 0.5676, grad_norm: 8.8599 2020-10-05 21:53:17,377 - mmaction - INFO - Epoch [124][13/25] lr: 1.000e-03, eta: 20:46:31, time: 0.608, data_time: 0.012, memory: 6352, loss_activity: 0.2929, loss_completeness: 0.0872, loss_reg: 0.0753, loss: 0.4554, grad_norm: 9.4354 2020-10-05 21:53:17,974 - mmaction - INFO - Epoch [124][14/25] lr: 1.000e-03, eta: 20:46:01, time: 0.501, data_time: 0.030, memory: 6352, loss_activity: 0.5751, loss_completeness: 0.0820, loss_reg: 0.0742, loss: 0.7314, grad_norm: 15.9419 2020-10-05 21:53:18,512 - mmaction - INFO - Epoch [124][15/25] lr: 1.000e-03, eta: 20:45:31, time: 0.659, data_time: 0.127, memory: 6352, loss_activity: 0.3075, loss_completeness: 0.0812, loss_reg: 0.0526, loss: 0.4412, grad_norm: 7.7959 2020-10-05 21:53:18,999 - mmaction - INFO - Epoch [124][16/25] lr: 1.000e-03, eta: 20:45:00, time: 0.474, data_time: 0.005, memory: 6352, loss_activity: 0.0816, loss_completeness: 0.0939, loss_reg: 0.0508, loss: 0.2263, grad_norm: 6.4815 2020-10-05 21:53:19,589 - mmaction - INFO - Epoch [124][17/25] lr: 1.000e-03, eta: 20:44:30, time: 0.521, data_time: 0.036, memory: 6352, loss_activity: 0.3378, loss_completeness: 0.0888, loss_reg: 0.0187, loss: 0.4453, grad_norm: 12.2118 2020-10-05 21:53:20,085 - mmaction - INFO - Epoch [124][18/25] lr: 1.000e-03, eta: 20:43:59, time: 0.569, data_time: 0.100, memory: 6352, loss_activity: 0.3685, loss_completeness: 0.0649, loss_reg: 0.0412, loss: 0.4746, grad_norm: 10.5937 2020-10-05 21:53:20,760 - mmaction - INFO - Epoch [124][19/25] lr: 1.000e-03, eta: 20:43:29, time: 0.584, data_time: 0.013, memory: 6352, loss_activity: 0.1323, loss_completeness: 0.1188, loss_reg: 0.0651, loss: 0.3162, grad_norm: 8.1365 2020-10-05 21:53:21,338 - mmaction - INFO - Epoch [124][20/25] lr: 1.000e-03, eta: 20:42:59, time: 0.636, data_time: 0.139, memory: 6352, loss_activity: 0.2468, loss_completeness: 0.0438, loss_reg: 0.0278, loss: 0.3184, grad_norm: 6.3071 2020-10-05 21:53:21,874 - mmaction - INFO - Epoch [124][21/25] lr: 1.000e-03, eta: 20:42:29, time: 0.577, data_time: 0.101, memory: 6352, loss_activity: 0.4168, loss_completeness: 0.0717, loss_reg: 0.0232, loss: 0.5117, grad_norm: 13.2047 2020-10-05 21:53:22,326 - mmaction - INFO - Epoch [124][22/25] lr: 1.000e-03, eta: 20:41:58, time: 0.449, data_time: 0.008, memory: 6352, loss_activity: 0.2293, loss_completeness: 0.0707, loss_reg: 0.0364, loss: 0.3364, grad_norm: 11.5821 2020-10-05 21:53:22,742 - mmaction - INFO - Epoch [124][23/25] lr: 1.000e-03, eta: 20:41:27, time: 0.419, data_time: 0.009, memory: 6352, loss_activity: 0.1846, loss_completeness: 0.0731, loss_reg: 0.0627, loss: 0.3204, grad_norm: 8.9125 2020-10-05 21:53:23,169 - mmaction - INFO - Epoch [124][24/25] lr: 1.000e-03, eta: 20:40:57, time: 0.426, data_time: 0.018, memory: 6352, loss_activity: 0.3553, loss_completeness: 0.0653, loss_reg: 0.0628, loss: 0.4834, grad_norm: 9.8399 2020-10-05 21:53:23,578 - mmaction - INFO - Epoch [124][25/25] lr: 1.000e-03, eta: 20:40:26, time: 0.411, data_time: 0.007, memory: 6352, loss_activity: 0.1696, loss_completeness: 0.0536, loss_reg: 0.0330, loss: 0.2562, grad_norm: 14.1933 2020-10-05 21:53:32,378 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:56:36,135 - mmaction - INFO - Epoch [125][1/25] lr: 1.000e-03, eta: 20:49:11, time: 183.638, data_time: 178.604, memory: 6352, loss_activity: 0.2402, loss_completeness: 0.0802, loss_reg: 0.0479, loss: 0.3682, grad_norm: 11.3213 2020-10-05 21:56:36,819 - mmaction - INFO - Epoch [125][2/25] lr: 1.000e-03, eta: 20:48:41, time: 0.778, data_time: 0.262, memory: 6352, loss_activity: 0.0637, loss_completeness: 0.0480, loss_reg: 0.0629, loss: 0.1745, grad_norm: 5.0719 2020-10-05 21:56:37,375 - mmaction - INFO - Epoch [125][3/25] lr: 1.000e-03, eta: 20:48:10, time: 0.453, data_time: 0.034, memory: 6352, loss_activity: 0.4746, loss_completeness: 0.1063, loss_reg: 0.0494, loss: 0.6303, grad_norm: 10.4360 2020-10-05 21:56:37,858 - mmaction - INFO - Epoch [125][4/25] lr: 1.000e-03, eta: 20:47:40, time: 0.553, data_time: 0.131, memory: 6352, loss_activity: 0.1614, loss_completeness: 0.0772, loss_reg: 0.0668, loss: 0.3054, grad_norm: 8.4943 2020-10-05 21:56:38,342 - mmaction - INFO - Epoch [125][5/25] lr: 1.000e-03, eta: 20:47:09, time: 0.521, data_time: 0.079, memory: 6352, loss_activity: 0.1639, loss_completeness: 0.0710, loss_reg: 0.0850, loss: 0.3198, grad_norm: 6.1596 2020-10-05 21:56:38,874 - mmaction - INFO - Epoch [125][6/25] lr: 1.000e-03, eta: 20:46:39, time: 0.549, data_time: 0.025, memory: 6352, loss_activity: 0.3392, loss_completeness: 0.0785, loss_reg: 0.0389, loss: 0.4567, grad_norm: 10.1246 2020-10-05 21:56:39,446 - mmaction - INFO - Epoch [125][7/25] lr: 1.000e-03, eta: 20:46:08, time: 0.513, data_time: 0.008, memory: 6352, loss_activity: 0.0625, loss_completeness: 0.0844, loss_reg: 0.0302, loss: 0.1770, grad_norm: 4.6360 2020-10-05 21:56:40,019 - mmaction - INFO - Epoch [125][8/25] lr: 1.000e-03, eta: 20:45:38, time: 0.569, data_time: 0.068, memory: 6352, loss_activity: 0.1038, loss_completeness: 0.0622, loss_reg: 0.0882, loss: 0.2542, grad_norm: 7.1196 2020-10-05 21:56:40,516 - mmaction - INFO - Epoch [125][9/25] lr: 1.000e-03, eta: 20:45:07, time: 0.507, data_time: 0.070, memory: 6352, loss_activity: 0.3692, loss_completeness: 0.0703, loss_reg: 0.0637, loss: 0.5031, grad_norm: 12.7310 2020-10-05 21:56:40,999 - mmaction - INFO - Epoch [125][10/25] lr: 1.000e-03, eta: 20:44:37, time: 0.516, data_time: 0.070, memory: 6352, loss_activity: 0.0279, loss_completeness: 0.0281, loss_reg: 0.0364, loss: 0.0924, grad_norm: 3.5771 2020-10-05 21:56:41,525 - mmaction - INFO - Epoch [125][11/25] lr: 1.000e-03, eta: 20:44:07, time: 0.530, data_time: 0.038, memory: 6352, loss_activity: 0.2869, loss_completeness: 0.0888, loss_reg: 0.0942, loss: 0.4700, grad_norm: 9.1168 2020-10-05 21:56:42,129 - mmaction - INFO - Epoch [125][12/25] lr: 1.000e-03, eta: 20:43:37, time: 0.589, data_time: 0.024, memory: 6352, loss_activity: 0.2735, loss_completeness: 0.1014, loss_reg: 0.0396, loss: 0.4145, grad_norm: 10.7514 2020-10-05 21:56:42,738 - mmaction - INFO - Epoch [125][13/25] lr: 1.000e-03, eta: 20:43:06, time: 0.546, data_time: 0.041, memory: 6352, loss_activity: 0.1567, loss_completeness: 0.0645, loss_reg: 0.0452, loss: 0.2663, grad_norm: 7.3199 2020-10-05 21:56:43,268 - mmaction - INFO - Epoch [125][14/25] lr: 1.000e-03, eta: 20:42:36, time: 0.553, data_time: 0.106, memory: 6352, loss_activity: 0.4816, loss_completeness: 0.0840, loss_reg: 0.0195, loss: 0.5850, grad_norm: 11.4367 2020-10-05 21:56:43,769 - mmaction - INFO - Epoch [125][15/25] lr: 1.000e-03, eta: 20:42:06, time: 0.556, data_time: 0.083, memory: 6352, loss_activity: 0.0234, loss_completeness: 0.0780, loss_reg: 0.0799, loss: 0.1813, grad_norm: 4.7147 2020-10-05 21:56:44,400 - mmaction - INFO - Epoch [125][16/25] lr: 1.000e-03, eta: 20:41:36, time: 0.581, data_time: 0.023, memory: 6352, loss_activity: 0.4127, loss_completeness: 0.0899, loss_reg: 0.0582, loss: 0.5608, grad_norm: 13.9526 2020-10-05 21:56:44,975 - mmaction - INFO - Epoch [125][17/25] lr: 1.000e-03, eta: 20:41:06, time: 0.548, data_time: 0.079, memory: 6352, loss_activity: 0.3929, loss_completeness: 0.0711, loss_reg: 0.0507, loss: 0.5148, grad_norm: 9.3490 2020-10-05 21:56:45,555 - mmaction - INFO - Epoch [125][18/25] lr: 1.000e-03, eta: 20:40:35, time: 0.554, data_time: 0.101, memory: 6352, loss_activity: 0.0996, loss_completeness: 0.0972, loss_reg: 0.0698, loss: 0.2666, grad_norm: 7.9334 2020-10-05 21:56:46,123 - mmaction - INFO - Epoch [125][19/25] lr: 1.000e-03, eta: 20:40:05, time: 0.587, data_time: 0.127, memory: 6352, loss_activity: 0.2486, loss_completeness: 0.0560, loss_reg: 0.0224, loss: 0.3270, grad_norm: 7.9832 2020-10-05 21:56:46,720 - mmaction - INFO - Epoch [125][20/25] lr: 1.000e-03, eta: 20:39:35, time: 0.612, data_time: 0.161, memory: 6352, loss_activity: 0.4828, loss_completeness: 0.0608, loss_reg: 0.0665, loss: 0.6101, grad_norm: 14.3143 2020-10-05 21:56:47,247 - mmaction - INFO - Epoch [125][21/25] lr: 1.000e-03, eta: 20:39:06, time: 0.613, data_time: 0.141, memory: 6352, loss_activity: 0.3052, loss_completeness: 0.0717, loss_reg: 0.0282, loss: 0.4050, grad_norm: 9.0319 2020-10-05 21:56:47,730 - mmaction - INFO - Epoch [125][22/25] lr: 1.000e-03, eta: 20:38:35, time: 0.482, data_time: 0.015, memory: 6352, loss_activity: 0.1360, loss_completeness: 0.0640, loss_reg: 0.0556, loss: 0.2556, grad_norm: 4.6826 2020-10-05 21:56:48,138 - mmaction - INFO - Epoch [125][23/25] lr: 1.000e-03, eta: 20:38:05, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.1087, loss_completeness: 0.0722, loss_reg: 0.0633, loss: 0.2442, grad_norm: 7.3655 2020-10-05 21:56:48,548 - mmaction - INFO - Epoch [125][24/25] lr: 1.000e-03, eta: 20:37:34, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.1116, loss_completeness: 0.0717, loss_reg: 0.0682, loss: 0.2516, grad_norm: 6.0924 2020-10-05 21:56:48,959 - mmaction - INFO - Epoch [125][25/25] lr: 1.000e-03, eta: 20:37:04, time: 0.410, data_time: 0.008, memory: 6352, loss_activity: 0.1767, loss_completeness: 0.0709, loss_reg: 0.0557, loss: 0.3032, grad_norm: 9.4206 2020-10-05 21:56:56,762 - mmaction - INFO - Saving checkpoint at 125 epochs 2020-10-05 21:56:57,240 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 21:59:59,895 - mmaction - INFO - Epoch [126][1/25] lr: 1.000e-03, eta: 20:45:40, time: 182.554, data_time: 177.343, memory: 6352, loss_activity: 0.1521, loss_completeness: 0.0899, loss_reg: 0.0278, loss: 0.2698, grad_norm: 5.5141 2020-10-05 22:00:00,578 - mmaction - INFO - Epoch [126][2/25] lr: 1.000e-03, eta: 20:45:10, time: 0.733, data_time: 0.224, memory: 6352, loss_activity: 0.3650, loss_completeness: 0.0685, loss_reg: 0.0737, loss: 0.5073, grad_norm: 10.1661 2020-10-05 22:00:01,098 - mmaction - INFO - Epoch [126][3/25] lr: 1.000e-03, eta: 20:44:40, time: 0.524, data_time: 0.072, memory: 6352, loss_activity: 0.0211, loss_completeness: 0.0646, loss_reg: 0.0852, loss: 0.1709, grad_norm: 3.9277 2020-10-05 22:00:01,567 - mmaction - INFO - Epoch [126][4/25] lr: 1.000e-03, eta: 20:44:09, time: 0.511, data_time: 0.055, memory: 6352, loss_activity: 0.0652, loss_completeness: 0.0693, loss_reg: 0.0447, loss: 0.1793, grad_norm: 4.2253 2020-10-05 22:00:02,122 - mmaction - INFO - Epoch [126][5/25] lr: 1.000e-03, eta: 20:43:39, time: 0.558, data_time: 0.029, memory: 6352, loss_activity: 0.2489, loss_completeness: 0.0831, loss_reg: 0.0843, loss: 0.4164, grad_norm: 8.4834 2020-10-05 22:00:06,466 - mmaction - INFO - Epoch [126][6/25] lr: 1.000e-03, eta: 20:43:19, time: 3.930, data_time: 0.009, memory: 6352, loss_activity: 0.1474, loss_completeness: 0.0900, loss_reg: 0.0393, loss: 0.2767, grad_norm: 7.0151 2020-10-05 22:00:09,333 - mmaction - INFO - Epoch [126][7/25] lr: 1.000e-03, eta: 20:42:57, time: 3.276, data_time: 0.565, memory: 6352, loss_activity: 0.2924, loss_completeness: 0.0593, loss_reg: 0.0541, loss: 0.4058, grad_norm: 7.2450 2020-10-05 22:00:09,821 - mmaction - INFO - Epoch [126][8/25] lr: 1.000e-03, eta: 20:42:27, time: 0.479, data_time: 0.008, memory: 6352, loss_activity: 0.3557, loss_completeness: 0.1101, loss_reg: 0.0383, loss: 0.5041, grad_norm: 15.6779 2020-10-05 22:00:10,275 - mmaction - INFO - Epoch [126][9/25] lr: 1.000e-03, eta: 20:41:56, time: 0.439, data_time: 0.025, memory: 6352, loss_activity: 0.0368, loss_completeness: 0.0852, loss_reg: 0.0353, loss: 0.1573, grad_norm: 4.3699 2020-10-05 22:00:10,927 - mmaction - INFO - Epoch [126][10/25] lr: 1.000e-03, eta: 20:41:26, time: 0.606, data_time: 0.090, memory: 6352, loss_activity: 0.1913, loss_completeness: 0.0931, loss_reg: 0.0704, loss: 0.3548, grad_norm: 7.1195 2020-10-05 22:00:11,484 - mmaction - INFO - Epoch [126][11/25] lr: 1.000e-03, eta: 20:40:56, time: 0.553, data_time: 0.125, memory: 6352, loss_activity: 0.0678, loss_completeness: 0.0461, loss_reg: 0.0485, loss: 0.1624, grad_norm: 5.0928 2020-10-05 22:00:12,095 - mmaction - INFO - Epoch [126][12/25] lr: 1.000e-03, eta: 20:40:27, time: 0.596, data_time: 0.086, memory: 6352, loss_activity: 0.5156, loss_completeness: 0.0943, loss_reg: 0.0440, loss: 0.6539, grad_norm: 10.3102 2020-10-05 22:00:12,606 - mmaction - INFO - Epoch [126][13/25] lr: 1.000e-03, eta: 20:39:57, time: 0.590, data_time: 0.099, memory: 6352, loss_activity: 0.2343, loss_completeness: 0.0887, loss_reg: 0.0561, loss: 0.3791, grad_norm: 10.9770 2020-10-05 22:00:13,236 - mmaction - INFO - Epoch [126][14/25] lr: 1.000e-03, eta: 20:39:27, time: 0.553, data_time: 0.020, memory: 6352, loss_activity: 0.1023, loss_completeness: 0.0803, loss_reg: 0.0827, loss: 0.2654, grad_norm: 7.2957 2020-10-05 22:00:13,821 - mmaction - INFO - Epoch [126][15/25] lr: 1.000e-03, eta: 20:38:57, time: 0.565, data_time: 0.099, memory: 6352, loss_activity: 0.3187, loss_completeness: 0.0787, loss_reg: 0.0643, loss: 0.4618, grad_norm: 9.8700 2020-10-05 22:00:14,357 - mmaction - INFO - Epoch [126][16/25] lr: 1.000e-03, eta: 20:38:27, time: 0.649, data_time: 0.121, memory: 6352, loss_activity: 0.1150, loss_completeness: 0.0701, loss_reg: 0.0394, loss: 0.2245, grad_norm: 8.5499 2020-10-05 22:00:14,857 - mmaction - INFO - Epoch [126][17/25] lr: 1.000e-03, eta: 20:37:57, time: 0.460, data_time: 0.018, memory: 6352, loss_activity: 0.4076, loss_completeness: 0.0873, loss_reg: 0.0766, loss: 0.5716, grad_norm: 15.8777 2020-10-05 22:00:15,364 - mmaction - INFO - Epoch [126][18/25] lr: 1.000e-03, eta: 20:37:27, time: 0.541, data_time: 0.045, memory: 6352, loss_activity: 0.2857, loss_completeness: 0.0764, loss_reg: 0.0466, loss: 0.4087, grad_norm: 8.7813 2020-10-05 22:00:15,883 - mmaction - INFO - Epoch [126][19/25] lr: 1.000e-03, eta: 20:36:57, time: 0.518, data_time: 0.018, memory: 6352, loss_activity: 0.1696, loss_completeness: 0.0693, loss_reg: 0.0269, loss: 0.2657, grad_norm: 6.9080 2020-10-05 22:00:16,604 - mmaction - INFO - Epoch [126][20/25] lr: 1.000e-03, eta: 20:36:27, time: 0.574, data_time: 0.012, memory: 6352, loss_activity: 0.1990, loss_completeness: 0.0806, loss_reg: 0.0506, loss: 0.3302, grad_norm: 8.5633 2020-10-05 22:00:17,173 - mmaction - INFO - Epoch [126][21/25] lr: 1.000e-03, eta: 20:35:57, time: 0.621, data_time: 0.159, memory: 6352, loss_activity: 0.1322, loss_completeness: 0.0696, loss_reg: 0.0536, loss: 0.2554, grad_norm: 5.6907 2020-10-05 22:00:17,578 - mmaction - INFO - Epoch [126][22/25] lr: 1.000e-03, eta: 20:35:27, time: 0.506, data_time: 0.110, memory: 6352, loss_activity: 0.4398, loss_completeness: 0.0740, loss_reg: 0.0328, loss: 0.5466, grad_norm: 11.2702 2020-10-05 22:00:18,001 - mmaction - INFO - Epoch [126][23/25] lr: 1.000e-03, eta: 20:34:57, time: 0.414, data_time: 0.005, memory: 6352, loss_activity: 0.1528, loss_completeness: 0.0714, loss_reg: 0.0428, loss: 0.2670, grad_norm: 9.9586 2020-10-05 22:00:18,419 - mmaction - INFO - Epoch [126][24/25] lr: 1.000e-03, eta: 20:34:27, time: 0.423, data_time: 0.016, memory: 6352, loss_activity: 0.2685, loss_completeness: 0.0850, loss_reg: 0.0869, loss: 0.4404, grad_norm: 14.8278 2020-10-05 22:00:18,838 - mmaction - INFO - Epoch [126][25/25] lr: 1.000e-03, eta: 20:33:57, time: 0.419, data_time: 0.011, memory: 6352, loss_activity: 0.3943, loss_completeness: 0.1130, loss_reg: 0.0561, loss: 0.5634, grad_norm: 10.9125 2020-10-05 22:00:37,304 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:04:05,452 - mmaction - INFO - Epoch [127][1/25] lr: 1.000e-03, eta: 20:43:42, time: 207.877, data_time: 202.684, memory: 6352, loss_activity: 0.0335, loss_completeness: 0.1012, loss_reg: 0.0474, loss: 0.1822, grad_norm: 3.6723 2020-10-05 22:04:06,113 - mmaction - INFO - Epoch [127][2/25] lr: 1.000e-03, eta: 20:43:13, time: 0.864, data_time: 0.370, memory: 6352, loss_activity: 0.5706, loss_completeness: 0.0833, loss_reg: 0.0805, loss: 0.7343, grad_norm: 22.0225 2020-10-05 22:04:06,702 - mmaction - INFO - Epoch [127][3/25] lr: 1.000e-03, eta: 20:42:43, time: 0.488, data_time: 0.071, memory: 6352, loss_activity: 0.4956, loss_completeness: 0.0677, loss_reg: 0.0257, loss: 0.5890, grad_norm: 11.4105 2020-10-05 22:04:07,260 - mmaction - INFO - Epoch [127][4/25] lr: 1.000e-03, eta: 20:42:13, time: 0.722, data_time: 0.171, memory: 6352, loss_activity: 0.4796, loss_completeness: 0.0786, loss_reg: 0.0351, loss: 0.5933, grad_norm: 12.4960 2020-10-05 22:04:07,766 - mmaction - INFO - Epoch [127][5/25] lr: 1.000e-03, eta: 20:41:43, time: 0.503, data_time: 0.008, memory: 6352, loss_activity: 0.3878, loss_completeness: 0.0988, loss_reg: 0.0148, loss: 0.5015, grad_norm: 7.3557 2020-10-05 22:04:08,264 - mmaction - INFO - Epoch [127][6/25] lr: 1.000e-03, eta: 20:41:13, time: 0.493, data_time: 0.059, memory: 6352, loss_activity: 0.4951, loss_completeness: 0.0864, loss_reg: 0.0658, loss: 0.6473, grad_norm: 9.0239 2020-10-05 22:04:08,935 - mmaction - INFO - Epoch [127][7/25] lr: 1.000e-03, eta: 20:40:43, time: 0.574, data_time: 0.029, memory: 6352, loss_activity: 0.2243, loss_completeness: 0.0480, loss_reg: 0.0222, loss: 0.2945, grad_norm: 8.4101 2020-10-05 22:04:09,491 - mmaction - INFO - Epoch [127][8/25] lr: 1.000e-03, eta: 20:40:14, time: 0.663, data_time: 0.116, memory: 6352, loss_activity: 0.3148, loss_completeness: 0.0687, loss_reg: 0.0255, loss: 0.4090, grad_norm: 7.2098 2020-10-05 22:04:10,076 - mmaction - INFO - Epoch [127][9/25] lr: 1.000e-03, eta: 20:39:44, time: 0.534, data_time: 0.011, memory: 6352, loss_activity: 0.0976, loss_completeness: 0.0700, loss_reg: 0.0477, loss: 0.2153, grad_norm: 6.1184 2020-10-05 22:04:10,679 - mmaction - INFO - Epoch [127][10/25] lr: 1.000e-03, eta: 20:39:14, time: 0.535, data_time: 0.065, memory: 6352, loss_activity: 0.0711, loss_completeness: 0.0711, loss_reg: 0.0293, loss: 0.1716, grad_norm: 5.3023 2020-10-05 22:04:11,115 - mmaction - INFO - Epoch [127][11/25] lr: 1.000e-03, eta: 20:38:44, time: 0.540, data_time: 0.124, memory: 6352, loss_activity: 0.3928, loss_completeness: 0.0664, loss_reg: 0.0647, loss: 0.5239, grad_norm: 12.1659 2020-10-05 22:04:11,644 - mmaction - INFO - Epoch [127][12/25] lr: 1.000e-03, eta: 20:38:14, time: 0.522, data_time: 0.025, memory: 6352, loss_activity: 0.1712, loss_completeness: 0.0672, loss_reg: 0.0554, loss: 0.2938, grad_norm: 6.9255 2020-10-05 22:04:12,232 - mmaction - INFO - Epoch [127][13/25] lr: 1.000e-03, eta: 20:37:44, time: 0.569, data_time: 0.032, memory: 6352, loss_activity: 0.1894, loss_completeness: 0.1070, loss_reg: 0.0704, loss: 0.3668, grad_norm: 9.7432 2020-10-05 22:04:12,802 - mmaction - INFO - Epoch [127][14/25] lr: 1.000e-03, eta: 20:37:14, time: 0.555, data_time: 0.046, memory: 6352, loss_activity: 0.2515, loss_completeness: 0.0491, loss_reg: 0.0278, loss: 0.3284, grad_norm: 10.1613 2020-10-05 22:04:13,370 - mmaction - INFO - Epoch [127][15/25] lr: 1.000e-03, eta: 20:36:45, time: 0.530, data_time: 0.067, memory: 6352, loss_activity: 0.1267, loss_completeness: 0.0800, loss_reg: 0.0507, loss: 0.2573, grad_norm: 7.7096 2020-10-05 22:04:13,884 - mmaction - INFO - Epoch [127][16/25] lr: 1.000e-03, eta: 20:36:15, time: 0.562, data_time: 0.099, memory: 6352, loss_activity: 0.1652, loss_completeness: 0.0640, loss_reg: 0.0378, loss: 0.2669, grad_norm: 6.7106 2020-10-05 22:04:14,437 - mmaction - INFO - Epoch [127][17/25] lr: 1.000e-03, eta: 20:35:45, time: 0.514, data_time: 0.050, memory: 6352, loss_activity: 0.3746, loss_completeness: 0.0573, loss_reg: 0.0324, loss: 0.4644, grad_norm: 21.2416 2020-10-05 22:04:14,953 - mmaction - INFO - Epoch [127][18/25] lr: 1.000e-03, eta: 20:35:15, time: 0.572, data_time: 0.089, memory: 6352, loss_activity: 0.2018, loss_completeness: 0.0937, loss_reg: 0.0417, loss: 0.3372, grad_norm: 8.0751 2020-10-05 22:04:15,546 - mmaction - INFO - Epoch [127][19/25] lr: 1.000e-03, eta: 20:34:46, time: 0.571, data_time: 0.031, memory: 6352, loss_activity: 0.0279, loss_completeness: 0.0726, loss_reg: 0.0191, loss: 0.1196, grad_norm: 3.0863 2020-10-05 22:04:16,211 - mmaction - INFO - Epoch [127][20/25] lr: 1.000e-03, eta: 20:34:16, time: 0.572, data_time: 0.112, memory: 6352, loss_activity: 0.0788, loss_completeness: 0.0893, loss_reg: 0.0507, loss: 0.2187, grad_norm: 4.0718 2020-10-05 22:04:16,828 - mmaction - INFO - Epoch [127][21/25] lr: 1.000e-03, eta: 20:33:47, time: 0.730, data_time: 0.204, memory: 6352, loss_activity: 0.1452, loss_completeness: 0.0677, loss_reg: 0.0660, loss: 0.2789, grad_norm: 4.5817 2020-10-05 22:04:17,241 - mmaction - INFO - Epoch [127][22/25] lr: 1.000e-03, eta: 20:33:17, time: 0.442, data_time: 0.047, memory: 6352, loss_activity: 0.5190, loss_completeness: 0.0793, loss_reg: 0.0481, loss: 0.6464, grad_norm: 10.9798 2020-10-05 22:04:17,651 - mmaction - INFO - Epoch [127][23/25] lr: 1.000e-03, eta: 20:32:47, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.3150, loss_completeness: 0.0630, loss_reg: 0.0690, loss: 0.4470, grad_norm: 8.0560 2020-10-05 22:04:18,061 - mmaction - INFO - Epoch [127][24/25] lr: 1.000e-03, eta: 20:32:17, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.1569, loss_completeness: 0.0665, loss_reg: 0.0612, loss: 0.2846, grad_norm: 6.3881 2020-10-05 22:04:18,471 - mmaction - INFO - Epoch [127][25/25] lr: 1.000e-03, eta: 20:31:47, time: 0.410, data_time: 0.011, memory: 6352, loss_activity: 0.0727, loss_completeness: 0.0725, loss_reg: 0.0603, loss: 0.2055, grad_norm: 5.0973 2020-10-05 22:04:26,650 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:07:43,013 - mmaction - INFO - Epoch [128][1/25] lr: 1.000e-03, eta: 20:40:51, time: 196.099, data_time: 190.910, memory: 6352, loss_activity: 0.2468, loss_completeness: 0.0544, loss_reg: 0.0221, loss: 0.3233, grad_norm: 6.4180 2020-10-05 22:07:43,709 - mmaction - INFO - Epoch [128][2/25] lr: 1.000e-03, eta: 20:40:22, time: 0.819, data_time: 0.379, memory: 6352, loss_activity: 0.1165, loss_completeness: 0.0605, loss_reg: 0.0449, loss: 0.2220, grad_norm: 6.4819 2020-10-05 22:07:44,169 - mmaction - INFO - Epoch [128][3/25] lr: 1.000e-03, eta: 20:39:53, time: 0.595, data_time: 0.152, memory: 6352, loss_activity: 0.2244, loss_completeness: 0.0698, loss_reg: 0.0984, loss: 0.3926, grad_norm: 7.0618 2020-10-05 22:07:44,724 - mmaction - INFO - Epoch [128][4/25] lr: 1.000e-03, eta: 20:39:23, time: 0.487, data_time: 0.013, memory: 6352, loss_activity: 0.0906, loss_completeness: 0.0857, loss_reg: 0.0438, loss: 0.2200, grad_norm: 5.7868 2020-10-05 22:07:45,314 - mmaction - INFO - Epoch [128][5/25] lr: 1.000e-03, eta: 20:38:53, time: 0.567, data_time: 0.080, memory: 6352, loss_activity: 0.0782, loss_completeness: 0.0857, loss_reg: 0.0389, loss: 0.2027, grad_norm: 5.0211 2020-10-05 22:07:45,760 - mmaction - INFO - Epoch [128][6/25] lr: 1.000e-03, eta: 20:38:23, time: 0.523, data_time: 0.102, memory: 6352, loss_activity: 0.1065, loss_completeness: 0.0812, loss_reg: 0.0509, loss: 0.2385, grad_norm: 7.6855 2020-10-05 22:07:46,301 - mmaction - INFO - Epoch [128][7/25] lr: 1.000e-03, eta: 20:37:54, time: 0.521, data_time: 0.023, memory: 6352, loss_activity: 0.0368, loss_completeness: 0.0569, loss_reg: 0.0279, loss: 0.1215, grad_norm: 4.2351 2020-10-05 22:07:46,910 - mmaction - INFO - Epoch [128][8/25] lr: 1.000e-03, eta: 20:37:24, time: 0.573, data_time: 0.042, memory: 6352, loss_activity: 0.0768, loss_completeness: 0.0853, loss_reg: 0.0640, loss: 0.2261, grad_norm: 7.8985 2020-10-05 22:07:47,450 - mmaction - INFO - Epoch [128][9/25] lr: 1.000e-03, eta: 20:36:54, time: 0.581, data_time: 0.081, memory: 6352, loss_activity: 0.1931, loss_completeness: 0.0439, loss_reg: 0.0597, loss: 0.2966, grad_norm: 7.9523 2020-10-05 22:07:47,973 - mmaction - INFO - Epoch [128][10/25] lr: 1.000e-03, eta: 20:36:25, time: 0.554, data_time: 0.037, memory: 6352, loss_activity: 0.2540, loss_completeness: 0.0645, loss_reg: 0.0913, loss: 0.4097, grad_norm: 9.6653 2020-10-05 22:07:48,587 - mmaction - INFO - Epoch [128][11/25] lr: 1.000e-03, eta: 20:35:55, time: 0.548, data_time: 0.007, memory: 6352, loss_activity: 0.1648, loss_completeness: 0.0663, loss_reg: 0.0696, loss: 0.3007, grad_norm: 10.4023 2020-10-05 22:07:49,130 - mmaction - INFO - Epoch [128][12/25] lr: 1.000e-03, eta: 20:35:25, time: 0.535, data_time: 0.072, memory: 6352, loss_activity: 0.3473, loss_completeness: 0.0634, loss_reg: 0.0595, loss: 0.4702, grad_norm: 11.2496 2020-10-05 22:07:49,706 - mmaction - INFO - Epoch [128][13/25] lr: 1.000e-03, eta: 20:34:56, time: 0.570, data_time: 0.083, memory: 6352, loss_activity: 0.2547, loss_completeness: 0.0834, loss_reg: 0.0899, loss: 0.4280, grad_norm: 14.8037 2020-10-05 22:07:50,234 - mmaction - INFO - Epoch [128][14/25] lr: 1.000e-03, eta: 20:34:26, time: 0.578, data_time: 0.086, memory: 6352, loss_activity: 0.3162, loss_completeness: 0.0929, loss_reg: 0.0714, loss: 0.4805, grad_norm: 8.5032 2020-10-05 22:07:50,723 - mmaction - INFO - Epoch [128][15/25] lr: 1.000e-03, eta: 20:33:57, time: 0.504, data_time: 0.060, memory: 6352, loss_activity: 0.0910, loss_completeness: 0.0565, loss_reg: 0.0258, loss: 0.1733, grad_norm: 5.4653 2020-10-05 22:07:51,215 - mmaction - INFO - Epoch [128][16/25] lr: 1.000e-03, eta: 20:33:27, time: 0.507, data_time: 0.035, memory: 6352, loss_activity: 0.2677, loss_completeness: 0.0717, loss_reg: 0.0248, loss: 0.3641, grad_norm: 11.1185 2020-10-05 22:07:51,808 - mmaction - INFO - Epoch [128][17/25] lr: 1.000e-03, eta: 20:32:58, time: 0.594, data_time: 0.010, memory: 6352, loss_activity: 0.4378, loss_completeness: 0.0836, loss_reg: 0.0370, loss: 0.5584, grad_norm: 11.3799 2020-10-05 22:07:52,440 - mmaction - INFO - Epoch [128][18/25] lr: 1.000e-03, eta: 20:32:28, time: 0.632, data_time: 0.005, memory: 6352, loss_activity: 0.0231, loss_completeness: 0.0611, loss_reg: 0.0371, loss: 0.1212, grad_norm: 3.8967 2020-10-05 22:07:52,915 - mmaction - INFO - Epoch [128][19/25] lr: 1.000e-03, eta: 20:31:59, time: 0.469, data_time: 0.013, memory: 6352, loss_activity: 0.1758, loss_completeness: 0.0545, loss_reg: 0.0154, loss: 0.2456, grad_norm: 6.2898 2020-10-05 22:07:53,520 - mmaction - INFO - Epoch [128][20/25] lr: 1.000e-03, eta: 20:31:29, time: 0.480, data_time: 0.012, memory: 6352, loss_activity: 0.0375, loss_completeness: 0.0414, loss_reg: 0.0400, loss: 0.1190, grad_norm: 5.4936 2020-10-05 22:07:54,195 - mmaction - INFO - Epoch [128][21/25] lr: 1.000e-03, eta: 20:31:00, time: 0.764, data_time: 0.181, memory: 6352, loss_activity: 0.4311, loss_completeness: 0.0873, loss_reg: 0.0287, loss: 0.5470, grad_norm: 14.1521 2020-10-05 22:07:54,665 - mmaction - INFO - Epoch [128][22/25] lr: 1.000e-03, eta: 20:30:30, time: 0.511, data_time: 0.117, memory: 6352, loss_activity: 0.1372, loss_completeness: 0.0669, loss_reg: 0.0483, loss: 0.2524, grad_norm: 7.0282 2020-10-05 22:07:55,075 - mmaction - INFO - Epoch [128][23/25] lr: 1.000e-03, eta: 20:30:01, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.4057, loss_completeness: 0.0967, loss_reg: 0.0626, loss: 0.5650, grad_norm: 16.7645 2020-10-05 22:07:55,484 - mmaction - INFO - Epoch [128][24/25] lr: 1.000e-03, eta: 20:29:31, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.3965, loss_completeness: 0.1078, loss_reg: 0.0346, loss: 0.5390, grad_norm: 11.5143 2020-10-05 22:07:55,892 - mmaction - INFO - Epoch [128][25/25] lr: 1.000e-03, eta: 20:29:01, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 0.1448, loss_completeness: 0.0874, loss_reg: 0.0413, loss: 0.2735, grad_norm: 8.8305 2020-10-05 22:08:04,108 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:11:09,976 - mmaction - INFO - Epoch [129][1/25] lr: 1.000e-03, eta: 20:37:30, time: 185.723, data_time: 181.010, memory: 6352, loss_activity: 0.0770, loss_completeness: 0.0797, loss_reg: 0.0699, loss: 0.2266, grad_norm: 9.7519 2020-10-05 22:11:10,590 - mmaction - INFO - Epoch [129][2/25] lr: 1.000e-03, eta: 20:37:01, time: 0.738, data_time: 0.251, memory: 6352, loss_activity: 0.1653, loss_completeness: 0.0471, loss_reg: 0.0450, loss: 0.2575, grad_norm: 8.4964 2020-10-05 22:11:11,053 - mmaction - INFO - Epoch [129][3/25] lr: 1.000e-03, eta: 20:36:31, time: 0.480, data_time: 0.029, memory: 6352, loss_activity: 0.3007, loss_completeness: 0.0836, loss_reg: 0.0536, loss: 0.4380, grad_norm: 14.0743 2020-10-05 22:11:11,802 - mmaction - INFO - Epoch [129][4/25] lr: 1.000e-03, eta: 20:36:02, time: 0.647, data_time: 0.006, memory: 6352, loss_activity: 0.0159, loss_completeness: 0.0575, loss_reg: 0.0721, loss: 0.1455, grad_norm: 4.1714 2020-10-05 22:11:12,339 - mmaction - INFO - Epoch [129][5/25] lr: 1.000e-03, eta: 20:35:32, time: 0.590, data_time: 0.124, memory: 6352, loss_activity: 0.1993, loss_completeness: 0.0762, loss_reg: 0.0442, loss: 0.3196, grad_norm: 7.0514 2020-10-05 22:11:12,868 - mmaction - INFO - Epoch [129][6/25] lr: 1.000e-03, eta: 20:35:03, time: 0.535, data_time: 0.058, memory: 6352, loss_activity: 0.1091, loss_completeness: 0.0548, loss_reg: 0.0997, loss: 0.2637, grad_norm: 9.3680 2020-10-05 22:11:13,481 - mmaction - INFO - Epoch [129][7/25] lr: 1.000e-03, eta: 20:34:33, time: 0.587, data_time: 0.068, memory: 6352, loss_activity: 0.2741, loss_completeness: 0.0920, loss_reg: 0.0531, loss: 0.4191, grad_norm: 14.2043 2020-10-05 22:11:14,007 - mmaction - INFO - Epoch [129][8/25] lr: 1.000e-03, eta: 20:34:04, time: 0.590, data_time: 0.075, memory: 6352, loss_activity: 0.0468, loss_completeness: 0.0621, loss_reg: 0.0434, loss: 0.1524, grad_norm: 5.6298 2020-10-05 22:11:14,534 - mmaction - INFO - Epoch [129][9/25] lr: 1.000e-03, eta: 20:33:34, time: 0.523, data_time: 0.020, memory: 6352, loss_activity: 0.2320, loss_completeness: 0.0655, loss_reg: 0.0400, loss: 0.3375, grad_norm: 9.3924 2020-10-05 22:11:15,149 - mmaction - INFO - Epoch [129][10/25] lr: 1.000e-03, eta: 20:33:05, time: 0.529, data_time: 0.016, memory: 6352, loss_activity: 0.4010, loss_completeness: 0.0757, loss_reg: 0.0355, loss: 0.5122, grad_norm: 10.7349 2020-10-05 22:11:15,634 - mmaction - INFO - Epoch [129][11/25] lr: 1.000e-03, eta: 20:32:35, time: 0.557, data_time: 0.101, memory: 6352, loss_activity: 0.0923, loss_completeness: 0.0930, loss_reg: 0.0357, loss: 0.2211, grad_norm: 7.0946 2020-10-05 22:11:16,196 - mmaction - INFO - Epoch [129][12/25] lr: 1.000e-03, eta: 20:32:06, time: 0.574, data_time: 0.043, memory: 6352, loss_activity: 0.6183, loss_completeness: 0.0795, loss_reg: 0.0350, loss: 0.7328, grad_norm: 12.2007 2020-10-05 22:11:16,710 - mmaction - INFO - Epoch [129][13/25] lr: 1.000e-03, eta: 20:31:37, time: 0.511, data_time: 0.018, memory: 6352, loss_activity: 0.2517, loss_completeness: 0.0705, loss_reg: 0.0739, loss: 0.3960, grad_norm: 10.3025 2020-10-05 22:11:17,379 - mmaction - INFO - Epoch [129][14/25] lr: 1.000e-03, eta: 20:31:08, time: 0.671, data_time: 0.028, memory: 6352, loss_activity: 0.3074, loss_completeness: 0.0962, loss_reg: 0.1177, loss: 0.5214, grad_norm: 10.0127 2020-10-05 22:11:17,850 - mmaction - INFO - Epoch [129][15/25] lr: 1.000e-03, eta: 20:30:38, time: 0.475, data_time: 0.031, memory: 6352, loss_activity: 0.2278, loss_completeness: 0.0714, loss_reg: 0.0645, loss: 0.3636, grad_norm: 12.5752 2020-10-05 22:11:18,407 - mmaction - INFO - Epoch [129][16/25] lr: 1.000e-03, eta: 20:30:09, time: 0.518, data_time: 0.020, memory: 6352, loss_activity: 0.4584, loss_completeness: 0.0889, loss_reg: 0.0581, loss: 0.6054, grad_norm: 16.5817 2020-10-05 22:11:18,960 - mmaction - INFO - Epoch [129][17/25] lr: 1.000e-03, eta: 20:29:39, time: 0.569, data_time: 0.060, memory: 6352, loss_activity: 0.2653, loss_completeness: 0.0653, loss_reg: 0.0328, loss: 0.3634, grad_norm: 11.6903 2020-10-05 22:11:19,543 - mmaction - INFO - Epoch [129][18/25] lr: 1.000e-03, eta: 20:29:10, time: 0.526, data_time: 0.043, memory: 6352, loss_activity: 0.9779, loss_completeness: 0.0990, loss_reg: 0.0273, loss: 1.1043, grad_norm: 19.3015 2020-10-05 22:11:20,084 - mmaction - INFO - Epoch [129][19/25] lr: 1.000e-03, eta: 20:28:41, time: 0.577, data_time: 0.096, memory: 6352, loss_activity: 0.2769, loss_completeness: 0.0573, loss_reg: 0.0473, loss: 0.3816, grad_norm: 7.5428 2020-10-05 22:11:20,615 - mmaction - INFO - Epoch [129][20/25] lr: 1.000e-03, eta: 20:28:12, time: 0.560, data_time: 0.084, memory: 6352, loss_activity: 0.0974, loss_completeness: 0.0411, loss_reg: 0.0365, loss: 0.1751, grad_norm: 7.5694 2020-10-05 22:11:21,200 - mmaction - INFO - Epoch [129][21/25] lr: 1.000e-03, eta: 20:27:42, time: 0.526, data_time: 0.096, memory: 6352, loss_activity: 0.5286, loss_completeness: 0.0539, loss_reg: 0.0440, loss: 0.6265, grad_norm: 12.0346 2020-10-05 22:11:21,662 - mmaction - INFO - Epoch [129][22/25] lr: 1.000e-03, eta: 20:27:13, time: 0.545, data_time: 0.089, memory: 6352, loss_activity: 0.2663, loss_completeness: 0.1008, loss_reg: 0.0543, loss: 0.4214, grad_norm: 10.7699 2020-10-05 22:11:22,075 - mmaction - INFO - Epoch [129][23/25] lr: 1.000e-03, eta: 20:26:44, time: 0.413, data_time: 0.012, memory: 6352, loss_activity: 0.1430, loss_completeness: 0.0689, loss_reg: 0.0642, loss: 0.2760, grad_norm: 5.4550 2020-10-05 22:11:22,494 - mmaction - INFO - Epoch [129][24/25] lr: 1.000e-03, eta: 20:26:14, time: 0.419, data_time: 0.016, memory: 6352, loss_activity: 0.3690, loss_completeness: 0.0802, loss_reg: 0.1105, loss: 0.5596, grad_norm: 8.3148 2020-10-05 22:11:22,905 - mmaction - INFO - Epoch [129][25/25] lr: 1.000e-03, eta: 20:25:44, time: 0.411, data_time: 0.004, memory: 6352, loss_activity: 0.1413, loss_completeness: 0.0983, loss_reg: 0.0498, loss: 0.2894, grad_norm: 5.1737 2020-10-05 22:11:31,476 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:14:33,436 - mmaction - INFO - Epoch [130][1/25] lr: 1.000e-03, eta: 20:33:56, time: 181.674, data_time: 176.602, memory: 6352, loss_activity: 0.5059, loss_completeness: 0.0693, loss_reg: 0.0676, loss: 0.6428, grad_norm: 10.3414 2020-10-05 22:14:34,089 - mmaction - INFO - Epoch [130][2/25] lr: 1.000e-03, eta: 20:33:28, time: 0.914, data_time: 0.408, memory: 6352, loss_activity: 0.0763, loss_completeness: 0.0761, loss_reg: 0.0790, loss: 0.2314, grad_norm: 6.7094 2020-10-05 22:14:34,565 - mmaction - INFO - Epoch [130][3/25] lr: 1.000e-03, eta: 20:32:58, time: 0.458, data_time: 0.030, memory: 6352, loss_activity: 0.3134, loss_completeness: 0.0889, loss_reg: 0.0411, loss: 0.4434, grad_norm: 10.9783 2020-10-05 22:14:35,147 - mmaction - INFO - Epoch [130][4/25] lr: 1.000e-03, eta: 20:32:29, time: 0.596, data_time: 0.049, memory: 6352, loss_activity: 0.2148, loss_completeness: 0.0735, loss_reg: 0.0323, loss: 0.3206, grad_norm: 10.5104 2020-10-05 22:14:35,638 - mmaction - INFO - Epoch [130][5/25] lr: 1.000e-03, eta: 20:32:00, time: 0.516, data_time: 0.037, memory: 6352, loss_activity: 0.3181, loss_completeness: 0.0667, loss_reg: 0.0979, loss: 0.4827, grad_norm: 8.5195 2020-10-05 22:14:36,208 - mmaction - INFO - Epoch [130][6/25] lr: 1.000e-03, eta: 20:31:30, time: 0.548, data_time: 0.007, memory: 6352, loss_activity: 0.2709, loss_completeness: 0.0855, loss_reg: 0.0462, loss: 0.4026, grad_norm: 8.2403 2020-10-05 22:14:36,738 - mmaction - INFO - Epoch [130][7/25] lr: 1.000e-03, eta: 20:31:01, time: 0.530, data_time: 0.032, memory: 6352, loss_activity: 0.1654, loss_completeness: 0.0777, loss_reg: 0.0721, loss: 0.3152, grad_norm: 5.5591 2020-10-05 22:14:37,357 - mmaction - INFO - Epoch [130][8/25] lr: 1.000e-03, eta: 20:30:32, time: 0.543, data_time: 0.031, memory: 6352, loss_activity: 0.1749, loss_completeness: 0.0895, loss_reg: 0.0496, loss: 0.3139, grad_norm: 6.5315 2020-10-05 22:14:37,783 - mmaction - INFO - Epoch [130][9/25] lr: 1.000e-03, eta: 20:30:02, time: 0.525, data_time: 0.105, memory: 6352, loss_activity: 0.1038, loss_completeness: 0.0688, loss_reg: 0.0632, loss: 0.2358, grad_norm: 5.3818 2020-10-05 22:14:38,429 - mmaction - INFO - Epoch [130][10/25] lr: 1.000e-03, eta: 20:29:33, time: 0.552, data_time: 0.006, memory: 6352, loss_activity: 0.4912, loss_completeness: 0.0754, loss_reg: 0.0739, loss: 0.6406, grad_norm: 10.7468 2020-10-05 22:14:39,005 - mmaction - INFO - Epoch [130][11/25] lr: 1.000e-03, eta: 20:29:04, time: 0.576, data_time: 0.106, memory: 6352, loss_activity: 0.2293, loss_completeness: 0.0971, loss_reg: 0.0215, loss: 0.3479, grad_norm: 7.3181 2020-10-05 22:14:39,488 - mmaction - INFO - Epoch [130][12/25] lr: 1.000e-03, eta: 20:28:35, time: 0.546, data_time: 0.140, memory: 6352, loss_activity: 0.0554, loss_completeness: 0.0799, loss_reg: 0.0500, loss: 0.1854, grad_norm: 4.0541 2020-10-05 22:14:40,085 - mmaction - INFO - Epoch [130][13/25] lr: 1.000e-03, eta: 20:28:06, time: 0.628, data_time: 0.037, memory: 6352, loss_activity: 0.0616, loss_completeness: 0.0762, loss_reg: 0.0689, loss: 0.2067, grad_norm: 4.0012 2020-10-05 22:14:40,721 - mmaction - INFO - Epoch [130][14/25] lr: 1.000e-03, eta: 20:27:37, time: 0.592, data_time: 0.046, memory: 6352, loss_activity: 0.6391, loss_completeness: 0.0866, loss_reg: 0.0332, loss: 0.7589, grad_norm: 15.9357 2020-10-05 22:14:41,281 - mmaction - INFO - Epoch [130][15/25] lr: 1.000e-03, eta: 20:27:08, time: 0.502, data_time: 0.052, memory: 6352, loss_activity: 0.0335, loss_completeness: 0.0706, loss_reg: 0.0296, loss: 0.1337, grad_norm: 3.9621 2020-10-05 22:14:41,744 - mmaction - INFO - Epoch [130][16/25] lr: 1.000e-03, eta: 20:26:39, time: 0.550, data_time: 0.108, memory: 6352, loss_activity: 0.1180, loss_completeness: 0.0743, loss_reg: 0.0523, loss: 0.2447, grad_norm: 6.0622 2020-10-05 22:14:42,302 - mmaction - INFO - Epoch [130][17/25] lr: 1.000e-03, eta: 20:26:09, time: 0.513, data_time: 0.023, memory: 6352, loss_activity: 0.2695, loss_completeness: 0.0487, loss_reg: 0.0351, loss: 0.3533, grad_norm: 7.3638 2020-10-05 22:14:42,927 - mmaction - INFO - Epoch [130][18/25] lr: 1.000e-03, eta: 20:25:41, time: 0.663, data_time: 0.134, memory: 6352, loss_activity: 0.0780, loss_completeness: 0.0944, loss_reg: 0.0377, loss: 0.2101, grad_norm: 6.9309 2020-10-05 22:14:43,455 - mmaction - INFO - Epoch [130][19/25] lr: 1.000e-03, eta: 20:25:11, time: 0.460, data_time: 0.029, memory: 6352, loss_activity: 0.2854, loss_completeness: 0.0684, loss_reg: 0.0481, loss: 0.4019, grad_norm: 8.1512 2020-10-05 22:14:44,144 - mmaction - INFO - Epoch [130][20/25] lr: 1.000e-03, eta: 20:24:43, time: 0.678, data_time: 0.137, memory: 6352, loss_activity: 0.4495, loss_completeness: 0.0748, loss_reg: 0.0559, loss: 0.5802, grad_norm: 10.7780 2020-10-05 22:14:44,727 - mmaction - INFO - Epoch [130][21/25] lr: 1.000e-03, eta: 20:24:14, time: 0.629, data_time: 0.159, memory: 6352, loss_activity: 0.2256, loss_completeness: 0.0950, loss_reg: 0.0508, loss: 0.3714, grad_norm: 11.7061 2020-10-05 22:14:45,154 - mmaction - INFO - Epoch [130][22/25] lr: 1.000e-03, eta: 20:23:45, time: 0.483, data_time: 0.063, memory: 6352, loss_activity: 0.0136, loss_completeness: 0.0528, loss_reg: 0.0620, loss: 0.1284, grad_norm: 4.0175 2020-10-05 22:14:45,560 - mmaction - INFO - Epoch [130][23/25] lr: 1.000e-03, eta: 20:23:15, time: 0.405, data_time: 0.007, memory: 6352, loss_activity: 0.4343, loss_completeness: 0.0564, loss_reg: 0.0345, loss: 0.5252, grad_norm: 21.5070 2020-10-05 22:14:45,971 - mmaction - INFO - Epoch [130][24/25] lr: 1.000e-03, eta: 20:22:46, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.1964, loss_completeness: 0.0455, loss_reg: 0.0192, loss: 0.2610, grad_norm: 5.5248 2020-10-05 22:14:46,382 - mmaction - INFO - Epoch [130][25/25] lr: 1.000e-03, eta: 20:22:17, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.0949, loss_completeness: 0.0521, loss_reg: 0.0499, loss: 0.1969, grad_norm: 6.2681 2020-10-05 22:14:55,748 - mmaction - INFO - Saving checkpoint at 130 epochs 2020-10-05 22:14:56,386 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:18:09,572 - mmaction - INFO - Epoch [131][1/25] lr: 1.000e-03, eta: 20:30:55, time: 193.033, data_time: 187.071, memory: 6352, loss_activity: 0.1031, loss_completeness: 0.0697, loss_reg: 0.0671, loss: 0.2399, grad_norm: 8.5868 2020-10-05 22:18:10,250 - mmaction - INFO - Epoch [131][2/25] lr: 1.000e-03, eta: 20:30:27, time: 0.691, data_time: 0.255, memory: 6352, loss_activity: 0.4392, loss_completeness: 0.0643, loss_reg: 0.0400, loss: 0.5436, grad_norm: 13.5958 2020-10-05 22:18:10,691 - mmaction - INFO - Epoch [131][3/25] lr: 1.000e-03, eta: 20:29:58, time: 0.557, data_time: 0.144, memory: 6352, loss_activity: 0.4028, loss_completeness: 0.0931, loss_reg: 0.0567, loss: 0.5526, grad_norm: 13.9500 2020-10-05 22:18:11,293 - mmaction - INFO - Epoch [131][4/25] lr: 1.000e-03, eta: 20:29:29, time: 0.583, data_time: 0.032, memory: 6352, loss_activity: 0.1973, loss_completeness: 0.0621, loss_reg: 0.0568, loss: 0.3162, grad_norm: 11.1583 2020-10-05 22:18:11,884 - mmaction - INFO - Epoch [131][5/25] lr: 1.000e-03, eta: 20:29:00, time: 0.560, data_time: 0.076, memory: 6352, loss_activity: 0.1787, loss_completeness: 0.0763, loss_reg: 0.0779, loss: 0.3328, grad_norm: 6.2874 2020-10-05 22:18:12,413 - mmaction - INFO - Epoch [131][6/25] lr: 1.000e-03, eta: 20:28:30, time: 0.553, data_time: 0.079, memory: 6352, loss_activity: 0.0622, loss_completeness: 0.0725, loss_reg: 0.0095, loss: 0.1442, grad_norm: 4.3580 2020-10-05 22:18:12,932 - mmaction - INFO - Epoch [131][7/25] lr: 1.000e-03, eta: 20:28:01, time: 0.546, data_time: 0.053, memory: 6352, loss_activity: 0.2211, loss_completeness: 0.0744, loss_reg: 0.0997, loss: 0.3952, grad_norm: 5.5704 2020-10-05 22:18:13,480 - mmaction - INFO - Epoch [131][8/25] lr: 1.000e-03, eta: 20:27:32, time: 0.537, data_time: 0.027, memory: 6352, loss_activity: 0.0656, loss_completeness: 0.0638, loss_reg: 0.0808, loss: 0.2102, grad_norm: 5.6865 2020-10-05 22:18:14,081 - mmaction - INFO - Epoch [131][9/25] lr: 1.000e-03, eta: 20:27:03, time: 0.583, data_time: 0.039, memory: 6352, loss_activity: 0.0894, loss_completeness: 0.0818, loss_reg: 0.0548, loss: 0.2259, grad_norm: 4.7867 2020-10-05 22:18:14,616 - mmaction - INFO - Epoch [131][10/25] lr: 1.000e-03, eta: 20:26:34, time: 0.518, data_time: 0.058, memory: 6352, loss_activity: 0.1535, loss_completeness: 0.0405, loss_reg: 0.0432, loss: 0.2372, grad_norm: 5.2789 2020-10-05 22:18:15,225 - mmaction - INFO - Epoch [131][11/25] lr: 1.000e-03, eta: 20:26:06, time: 0.675, data_time: 0.106, memory: 6352, loss_activity: 0.2381, loss_completeness: 0.0548, loss_reg: 0.0365, loss: 0.3294, grad_norm: 9.0597 2020-10-05 22:18:15,689 - mmaction - INFO - Epoch [131][12/25] lr: 1.000e-03, eta: 20:25:37, time: 0.454, data_time: 0.011, memory: 6352, loss_activity: 0.2633, loss_completeness: 0.0780, loss_reg: 0.0715, loss: 0.4129, grad_norm: 13.5552 2020-10-05 22:18:16,270 - mmaction - INFO - Epoch [131][13/25] lr: 1.000e-03, eta: 20:25:08, time: 0.548, data_time: 0.018, memory: 6352, loss_activity: 0.2009, loss_completeness: 0.0708, loss_reg: 0.0494, loss: 0.3211, grad_norm: 6.7941 2020-10-05 22:18:16,756 - mmaction - INFO - Epoch [131][14/25] lr: 1.000e-03, eta: 20:24:39, time: 0.525, data_time: 0.052, memory: 6352, loss_activity: 0.4893, loss_completeness: 0.0925, loss_reg: 0.0295, loss: 0.6114, grad_norm: 11.8927 2020-10-05 22:18:17,274 - mmaction - INFO - Epoch [131][15/25] lr: 1.000e-03, eta: 20:24:10, time: 0.506, data_time: 0.021, memory: 6352, loss_activity: 0.3747, loss_completeness: 0.0890, loss_reg: 0.0466, loss: 0.5104, grad_norm: 12.2737 2020-10-05 22:18:17,933 - mmaction - INFO - Epoch [131][16/25] lr: 1.000e-03, eta: 20:23:41, time: 0.637, data_time: 0.023, memory: 6352, loss_activity: 0.5822, loss_completeness: 0.0944, loss_reg: 0.0210, loss: 0.6976, grad_norm: 18.8272 2020-10-05 22:18:18,424 - mmaction - INFO - Epoch [131][17/25] lr: 1.000e-03, eta: 20:23:12, time: 0.505, data_time: 0.063, memory: 6352, loss_activity: 0.1494, loss_completeness: 0.0853, loss_reg: 0.0790, loss: 0.3136, grad_norm: 8.1059 2020-10-05 22:18:18,870 - mmaction - INFO - Epoch [131][18/25] lr: 1.000e-03, eta: 20:22:43, time: 0.458, data_time: 0.032, memory: 6352, loss_activity: 0.2639, loss_completeness: 0.0758, loss_reg: 0.0887, loss: 0.4284, grad_norm: 9.1087 2020-10-05 22:18:19,621 - mmaction - INFO - Epoch [131][19/25] lr: 1.000e-03, eta: 20:22:14, time: 0.694, data_time: 0.020, memory: 6352, loss_activity: 0.0324, loss_completeness: 0.0655, loss_reg: 0.0643, loss: 0.1622, grad_norm: 4.4633 2020-10-05 22:18:20,244 - mmaction - INFO - Epoch [131][20/25] lr: 1.000e-03, eta: 20:21:46, time: 0.667, data_time: 0.109, memory: 6352, loss_activity: 0.1092, loss_completeness: 0.0701, loss_reg: 0.0674, loss: 0.2467, grad_norm: 9.6535 2020-10-05 22:18:20,814 - mmaction - INFO - Epoch [131][21/25] lr: 1.000e-03, eta: 20:21:17, time: 0.573, data_time: 0.088, memory: 6352, loss_activity: 0.1134, loss_completeness: 0.0768, loss_reg: 0.0664, loss: 0.2566, grad_norm: 5.7731 2020-10-05 22:18:21,251 - mmaction - INFO - Epoch [131][22/25] lr: 1.000e-03, eta: 20:20:48, time: 0.460, data_time: 0.043, memory: 6352, loss_activity: 0.1242, loss_completeness: 0.0646, loss_reg: 0.0217, loss: 0.2105, grad_norm: 6.4881 2020-10-05 22:18:21,672 - mmaction - INFO - Epoch [131][23/25] lr: 1.000e-03, eta: 20:20:19, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.0260, loss_completeness: 0.0648, loss_reg: 0.0565, loss: 0.1472, grad_norm: 4.6586 2020-10-05 22:18:22,083 - mmaction - INFO - Epoch [131][24/25] lr: 1.000e-03, eta: 20:19:50, time: 0.422, data_time: 0.017, memory: 6352, loss_activity: 0.3497, loss_completeness: 0.0841, loss_reg: 0.0732, loss: 0.5070, grad_norm: 9.9959 2020-10-05 22:18:22,494 - mmaction - INFO - Epoch [131][25/25] lr: 1.000e-03, eta: 20:19:21, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.3686, loss_completeness: 0.0813, loss_reg: 0.0378, loss: 0.4877, grad_norm: 12.7843 2020-10-05 22:18:30,236 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:21:34,433 - mmaction - INFO - Epoch [132][1/25] lr: 1.000e-03, eta: 20:27:29, time: 184.026, data_time: 179.365, memory: 6352, loss_activity: 0.1264, loss_completeness: 0.0986, loss_reg: 0.0405, loss: 0.2654, grad_norm: 6.2583 2020-10-05 22:21:35,125 - mmaction - INFO - Epoch [132][2/25] lr: 1.000e-03, eta: 20:27:00, time: 0.756, data_time: 0.290, memory: 6352, loss_activity: 0.2576, loss_completeness: 0.0775, loss_reg: 0.0563, loss: 0.3914, grad_norm: 7.9579 2020-10-05 22:21:35,622 - mmaction - INFO - Epoch [132][3/25] lr: 1.000e-03, eta: 20:26:31, time: 0.534, data_time: 0.111, memory: 6352, loss_activity: 0.1615, loss_completeness: 0.0734, loss_reg: 0.0379, loss: 0.2729, grad_norm: 7.6990 2020-10-05 22:21:36,160 - mmaction - INFO - Epoch [132][4/25] lr: 1.000e-03, eta: 20:26:02, time: 0.543, data_time: 0.075, memory: 6352, loss_activity: 0.7081, loss_completeness: 0.0925, loss_reg: 0.0558, loss: 0.8565, grad_norm: 24.4289 2020-10-05 22:21:36,718 - mmaction - INFO - Epoch [132][5/25] lr: 1.000e-03, eta: 20:25:34, time: 0.546, data_time: 0.066, memory: 6352, loss_activity: 0.4866, loss_completeness: 0.0912, loss_reg: 0.0430, loss: 0.6208, grad_norm: 10.3308 2020-10-05 22:21:37,206 - mmaction - INFO - Epoch [132][6/25] lr: 1.000e-03, eta: 20:25:05, time: 0.520, data_time: 0.079, memory: 6352, loss_activity: 0.3891, loss_completeness: 0.1010, loss_reg: 0.0142, loss: 0.5044, grad_norm: 16.8752 2020-10-05 22:21:37,801 - mmaction - INFO - Epoch [132][7/25] lr: 1.000e-03, eta: 20:24:36, time: 0.629, data_time: 0.054, memory: 6352, loss_activity: 0.3366, loss_completeness: 0.0804, loss_reg: 0.0172, loss: 0.4342, grad_norm: 7.6596 2020-10-05 22:21:38,358 - mmaction - INFO - Epoch [132][8/25] lr: 1.000e-03, eta: 20:24:07, time: 0.517, data_time: 0.012, memory: 6352, loss_activity: 0.1711, loss_completeness: 0.0778, loss_reg: 0.0557, loss: 0.3045, grad_norm: 7.0872 2020-10-05 22:21:39,010 - mmaction - INFO - Epoch [132][9/25] lr: 1.000e-03, eta: 20:23:39, time: 0.638, data_time: 0.052, memory: 6352, loss_activity: 0.1681, loss_completeness: 0.0753, loss_reg: 0.0600, loss: 0.3034, grad_norm: 5.2805 2020-10-05 22:21:39,616 - mmaction - INFO - Epoch [132][10/25] lr: 1.000e-03, eta: 20:23:10, time: 0.613, data_time: 0.110, memory: 6352, loss_activity: 0.1288, loss_completeness: 0.0653, loss_reg: 0.0512, loss: 0.2453, grad_norm: 6.6260 2020-10-05 22:21:40,161 - mmaction - INFO - Epoch [132][11/25] lr: 1.000e-03, eta: 20:22:41, time: 0.578, data_time: 0.060, memory: 6352, loss_activity: 0.2059, loss_completeness: 0.0666, loss_reg: 0.0485, loss: 0.3209, grad_norm: 11.2368 2020-10-05 22:21:40,669 - mmaction - INFO - Epoch [132][12/25] lr: 1.000e-03, eta: 20:22:12, time: 0.494, data_time: 0.027, memory: 6352, loss_activity: 0.5056, loss_completeness: 0.0763, loss_reg: 0.0449, loss: 0.6269, grad_norm: 21.4444 2020-10-05 22:21:41,224 - mmaction - INFO - Epoch [132][13/25] lr: 1.000e-03, eta: 20:21:44, time: 0.568, data_time: 0.063, memory: 6352, loss_activity: 0.1305, loss_completeness: 0.0719, loss_reg: 0.0385, loss: 0.2408, grad_norm: 6.6993 2020-10-05 22:21:41,825 - mmaction - INFO - Epoch [132][14/25] lr: 1.000e-03, eta: 20:21:15, time: 0.601, data_time: 0.028, memory: 6352, loss_activity: 0.0277, loss_completeness: 0.0782, loss_reg: 0.0535, loss: 0.1595, grad_norm: 4.1424 2020-10-05 22:21:42,316 - mmaction - INFO - Epoch [132][15/25] lr: 1.000e-03, eta: 20:20:46, time: 0.472, data_time: 0.029, memory: 6352, loss_activity: 0.0164, loss_completeness: 0.0790, loss_reg: 0.0354, loss: 0.1308, grad_norm: 3.6869 2020-10-05 22:21:42,828 - mmaction - INFO - Epoch [132][16/25] lr: 1.000e-03, eta: 20:20:18, time: 0.535, data_time: 0.057, memory: 6352, loss_activity: 0.0504, loss_completeness: 0.0678, loss_reg: 0.0604, loss: 0.1787, grad_norm: 4.6613 2020-10-05 22:21:43,445 - mmaction - INFO - Epoch [132][17/25] lr: 1.000e-03, eta: 20:19:49, time: 0.544, data_time: 0.022, memory: 6352, loss_activity: 0.2535, loss_completeness: 0.0779, loss_reg: 0.0337, loss: 0.3652, grad_norm: 12.5583 2020-10-05 22:21:43,963 - mmaction - INFO - Epoch [132][18/25] lr: 1.000e-03, eta: 20:19:20, time: 0.571, data_time: 0.097, memory: 6352, loss_activity: 0.3110, loss_completeness: 0.0733, loss_reg: 0.1184, loss: 0.5026, grad_norm: 10.0994 2020-10-05 22:21:44,526 - mmaction - INFO - Epoch [132][19/25] lr: 1.000e-03, eta: 20:18:52, time: 0.546, data_time: 0.042, memory: 6352, loss_activity: 0.3832, loss_completeness: 0.0859, loss_reg: 0.0356, loss: 0.5048, grad_norm: 8.3068 2020-10-05 22:21:45,196 - mmaction - INFO - Epoch [132][20/25] lr: 1.000e-03, eta: 20:18:24, time: 0.678, data_time: 0.128, memory: 6352, loss_activity: 0.2150, loss_completeness: 0.0701, loss_reg: 0.0391, loss: 0.3243, grad_norm: 5.9275 2020-10-05 22:21:45,762 - mmaction - INFO - Epoch [132][21/25] lr: 1.000e-03, eta: 20:17:55, time: 0.574, data_time: 0.123, memory: 6352, loss_activity: 0.1541, loss_completeness: 0.0383, loss_reg: 0.0544, loss: 0.2468, grad_norm: 5.2688 2020-10-05 22:21:46,225 - mmaction - INFO - Epoch [132][22/25] lr: 1.000e-03, eta: 20:17:26, time: 0.499, data_time: 0.043, memory: 6352, loss_activity: 0.3553, loss_completeness: 0.0678, loss_reg: 0.0533, loss: 0.4765, grad_norm: 6.5781 2020-10-05 22:21:46,632 - mmaction - INFO - Epoch [132][23/25] lr: 1.000e-03, eta: 20:16:57, time: 0.407, data_time: 0.006, memory: 6352, loss_activity: 0.3551, loss_completeness: 0.0783, loss_reg: 0.0330, loss: 0.4664, grad_norm: 11.0679 2020-10-05 22:21:47,040 - mmaction - INFO - Epoch [132][24/25] lr: 1.000e-03, eta: 20:16:28, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.1154, loss_completeness: 0.0655, loss_reg: 0.0506, loss: 0.2314, grad_norm: 6.0325 2020-10-05 22:21:47,450 - mmaction - INFO - Epoch [132][25/25] lr: 1.000e-03, eta: 20:16:00, time: 0.410, data_time: 0.011, memory: 6352, loss_activity: 0.0447, loss_completeness: 0.0742, loss_reg: 0.0468, loss: 0.1656, grad_norm: 3.5804 2020-10-05 22:21:55,593 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:25:06,653 - mmaction - INFO - Epoch [133][1/25] lr: 1.000e-03, eta: 20:24:21, time: 190.905, data_time: 186.296, memory: 6352, loss_activity: 0.1426, loss_completeness: 0.0867, loss_reg: 0.0534, loss: 0.2827, grad_norm: 9.9448 2020-10-05 22:25:07,306 - mmaction - INFO - Epoch [133][2/25] lr: 1.000e-03, eta: 20:23:53, time: 0.751, data_time: 0.255, memory: 6352, loss_activity: 0.1126, loss_completeness: 0.0792, loss_reg: 0.0549, loss: 0.2467, grad_norm: 9.7258 2020-10-05 22:25:07,790 - mmaction - INFO - Epoch [133][3/25] lr: 1.000e-03, eta: 20:23:24, time: 0.491, data_time: 0.075, memory: 6352, loss_activity: 0.1053, loss_completeness: 0.0832, loss_reg: 0.0388, loss: 0.2273, grad_norm: 7.1630 2020-10-05 22:25:08,307 - mmaction - INFO - Epoch [133][4/25] lr: 1.000e-03, eta: 20:22:56, time: 0.543, data_time: 0.062, memory: 6352, loss_activity: 0.2789, loss_completeness: 0.0973, loss_reg: 0.0595, loss: 0.4357, grad_norm: 9.2570 2020-10-05 22:25:08,928 - mmaction - INFO - Epoch [133][5/25] lr: 1.000e-03, eta: 20:22:27, time: 0.597, data_time: 0.031, memory: 6352, loss_activity: 0.0612, loss_completeness: 0.0725, loss_reg: 0.0526, loss: 0.1862, grad_norm: 5.5697 2020-10-05 22:25:09,592 - mmaction - INFO - Epoch [133][6/25] lr: 1.000e-03, eta: 20:21:59, time: 0.596, data_time: 0.068, memory: 6352, loss_activity: 0.3185, loss_completeness: 0.0888, loss_reg: 0.0677, loss: 0.4750, grad_norm: 9.7062 2020-10-05 22:25:10,090 - mmaction - INFO - Epoch [133][7/25] lr: 1.000e-03, eta: 20:21:30, time: 0.594, data_time: 0.159, memory: 6352, loss_activity: 0.1777, loss_completeness: 0.0592, loss_reg: 0.0587, loss: 0.2955, grad_norm: 7.8567 2020-10-05 22:25:10,593 - mmaction - INFO - Epoch [133][8/25] lr: 1.000e-03, eta: 20:21:02, time: 0.512, data_time: 0.034, memory: 6352, loss_activity: 0.0644, loss_completeness: 0.0804, loss_reg: 0.0599, loss: 0.2048, grad_norm: 4.9589 2020-10-05 22:25:11,205 - mmaction - INFO - Epoch [133][9/25] lr: 1.000e-03, eta: 20:20:33, time: 0.597, data_time: 0.014, memory: 6352, loss_activity: 0.0685, loss_completeness: 0.0589, loss_reg: 0.0926, loss: 0.2200, grad_norm: 6.7801 2020-10-05 22:25:11,795 - mmaction - INFO - Epoch [133][10/25] lr: 1.000e-03, eta: 20:20:04, time: 0.504, data_time: 0.030, memory: 6352, loss_activity: 0.4183, loss_completeness: 0.0759, loss_reg: 0.0576, loss: 0.5519, grad_norm: 14.2298 2020-10-05 22:25:12,325 - mmaction - INFO - Epoch [133][11/25] lr: 1.000e-03, eta: 20:19:36, time: 0.641, data_time: 0.114, memory: 6352, loss_activity: 0.3038, loss_completeness: 0.0926, loss_reg: 0.0856, loss: 0.4819, grad_norm: 10.9868 2020-10-05 22:25:12,929 - mmaction - INFO - Epoch [133][12/25] lr: 1.000e-03, eta: 20:19:08, time: 0.603, data_time: 0.011, memory: 6352, loss_activity: 0.2162, loss_completeness: 0.0647, loss_reg: 0.0249, loss: 0.3057, grad_norm: 13.0190 2020-10-05 22:25:13,464 - mmaction - INFO - Epoch [133][13/25] lr: 1.000e-03, eta: 20:18:39, time: 0.500, data_time: 0.024, memory: 6352, loss_activity: 0.4912, loss_completeness: 0.0846, loss_reg: 0.0482, loss: 0.6240, grad_norm: 11.6223 2020-10-05 22:25:13,896 - mmaction - INFO - Epoch [133][14/25] lr: 1.000e-03, eta: 20:18:10, time: 0.457, data_time: 0.042, memory: 6352, loss_activity: 0.1800, loss_completeness: 0.0595, loss_reg: 0.0723, loss: 0.3118, grad_norm: 8.8267 2020-10-05 22:25:14,508 - mmaction - INFO - Epoch [133][15/25] lr: 1.000e-03, eta: 20:17:42, time: 0.593, data_time: 0.015, memory: 6352, loss_activity: 0.0317, loss_completeness: 0.0480, loss_reg: 0.0373, loss: 0.1170, grad_norm: 4.0136 2020-10-05 22:25:15,031 - mmaction - INFO - Epoch [133][16/25] lr: 1.000e-03, eta: 20:17:14, time: 0.552, data_time: 0.039, memory: 6352, loss_activity: 0.2348, loss_completeness: 0.0353, loss_reg: 0.0440, loss: 0.3141, grad_norm: 8.1200 2020-10-05 22:25:15,667 - mmaction - INFO - Epoch [133][17/25] lr: 1.000e-03, eta: 20:16:45, time: 0.549, data_time: 0.006, memory: 6352, loss_activity: 0.1719, loss_completeness: 0.0702, loss_reg: 0.0299, loss: 0.2720, grad_norm: 6.2385 2020-10-05 22:25:16,193 - mmaction - INFO - Epoch [133][18/25] lr: 1.000e-03, eta: 20:16:17, time: 0.534, data_time: 0.100, memory: 6352, loss_activity: 0.0968, loss_completeness: 0.0702, loss_reg: 0.0402, loss: 0.2072, grad_norm: 7.3622 2020-10-05 22:25:16,765 - mmaction - INFO - Epoch [133][19/25] lr: 1.000e-03, eta: 20:15:48, time: 0.607, data_time: 0.084, memory: 6352, loss_activity: 0.1107, loss_completeness: 0.0851, loss_reg: 0.0566, loss: 0.2524, grad_norm: 8.6190 2020-10-05 22:25:17,416 - mmaction - INFO - Epoch [133][20/25] lr: 1.000e-03, eta: 20:15:20, time: 0.626, data_time: 0.115, memory: 6352, loss_activity: 0.4865, loss_completeness: 0.0467, loss_reg: 0.0594, loss: 0.5927, grad_norm: 22.2165 2020-10-05 22:25:18,008 - mmaction - INFO - Epoch [133][21/25] lr: 1.000e-03, eta: 20:14:52, time: 0.621, data_time: 0.135, memory: 6352, loss_activity: 0.0764, loss_completeness: 0.0826, loss_reg: 0.0252, loss: 0.1842, grad_norm: 5.9866 2020-10-05 22:25:18,489 - mmaction - INFO - Epoch [133][22/25] lr: 1.000e-03, eta: 20:14:24, time: 0.510, data_time: 0.046, memory: 6352, loss_activity: 0.2863, loss_completeness: 0.0863, loss_reg: 0.0771, loss: 0.4497, grad_norm: 12.0370 2020-10-05 22:25:18,895 - mmaction - INFO - Epoch [133][23/25] lr: 1.000e-03, eta: 20:13:55, time: 0.415, data_time: 0.017, memory: 6352, loss_activity: 0.2250, loss_completeness: 0.0949, loss_reg: 0.0358, loss: 0.3556, grad_norm: 11.6794 2020-10-05 22:25:19,311 - mmaction - INFO - Epoch [133][24/25] lr: 1.000e-03, eta: 20:13:26, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.2387, loss_completeness: 0.0933, loss_reg: 0.0501, loss: 0.3821, grad_norm: 8.4824 2020-10-05 22:25:19,727 - mmaction - INFO - Epoch [133][25/25] lr: 1.000e-03, eta: 20:12:57, time: 0.416, data_time: 0.017, memory: 6352, loss_activity: 0.1163, loss_completeness: 0.0712, loss_reg: 0.0377, loss: 0.2252, grad_norm: 7.5351 2020-10-05 22:25:28,496 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:28:35,135 - mmaction - INFO - Epoch [134][1/25] lr: 1.000e-03, eta: 20:21:02, time: 186.453, data_time: 180.596, memory: 6352, loss_activity: 0.0506, loss_completeness: 0.0502, loss_reg: 0.0458, loss: 0.1466, grad_norm: 10.7221 2020-10-05 22:28:35,825 - mmaction - INFO - Epoch [134][2/25] lr: 1.000e-03, eta: 20:20:34, time: 0.847, data_time: 0.328, memory: 6352, loss_activity: 0.1086, loss_completeness: 0.0506, loss_reg: 0.1080, loss: 0.2672, grad_norm: 6.9070 2020-10-05 22:28:36,369 - mmaction - INFO - Epoch [134][3/25] lr: 1.000e-03, eta: 20:20:06, time: 0.560, data_time: 0.034, memory: 6352, loss_activity: 0.4899, loss_completeness: 0.0634, loss_reg: 0.0087, loss: 0.5620, grad_norm: 14.9767 2020-10-05 22:28:36,819 - mmaction - INFO - Epoch [134][4/25] lr: 1.000e-03, eta: 20:19:37, time: 0.454, data_time: 0.034, memory: 6352, loss_activity: 0.4775, loss_completeness: 0.0644, loss_reg: 0.0685, loss: 0.6104, grad_norm: 15.3372 2020-10-05 22:28:37,532 - mmaction - INFO - Epoch [134][5/25] lr: 1.000e-03, eta: 20:19:09, time: 0.601, data_time: 0.014, memory: 6352, loss_activity: 0.0442, loss_completeness: 0.0741, loss_reg: 0.0437, loss: 0.1620, grad_norm: 5.5530 2020-10-05 22:28:38,127 - mmaction - INFO - Epoch [134][6/25] lr: 1.000e-03, eta: 20:18:41, time: 0.665, data_time: 0.122, memory: 6352, loss_activity: 0.8041, loss_completeness: 0.0741, loss_reg: 0.0224, loss: 0.9006, grad_norm: 24.4485 2020-10-05 22:28:38,600 - mmaction - INFO - Epoch [134][7/25] lr: 1.000e-03, eta: 20:18:12, time: 0.467, data_time: 0.053, memory: 6352, loss_activity: 0.2715, loss_completeness: 0.0605, loss_reg: 0.0394, loss: 0.3714, grad_norm: 12.5139 2020-10-05 22:28:39,207 - mmaction - INFO - Epoch [134][8/25] lr: 1.000e-03, eta: 20:17:44, time: 0.593, data_time: 0.058, memory: 6352, loss_activity: 0.5239, loss_completeness: 0.1045, loss_reg: 0.0611, loss: 0.6896, grad_norm: 13.7756 2020-10-05 22:28:39,678 - mmaction - INFO - Epoch [134][9/25] lr: 1.000e-03, eta: 20:17:15, time: 0.525, data_time: 0.072, memory: 6352, loss_activity: 0.1439, loss_completeness: 0.0850, loss_reg: 0.0293, loss: 0.2583, grad_norm: 6.3890 2020-10-05 22:28:40,237 - mmaction - INFO - Epoch [134][10/25] lr: 1.000e-03, eta: 20:16:47, time: 0.571, data_time: 0.027, memory: 6352, loss_activity: 0.0692, loss_completeness: 0.0708, loss_reg: 0.0528, loss: 0.1928, grad_norm: 6.6959 2020-10-05 22:28:40,800 - mmaction - INFO - Epoch [134][11/25] lr: 1.000e-03, eta: 20:16:19, time: 0.546, data_time: 0.005, memory: 6352, loss_activity: 0.2189, loss_completeness: 0.0926, loss_reg: 0.0288, loss: 0.3403, grad_norm: 10.9670 2020-10-05 22:28:41,401 - mmaction - INFO - Epoch [134][12/25] lr: 1.000e-03, eta: 20:15:50, time: 0.578, data_time: 0.021, memory: 6352, loss_activity: 0.3211, loss_completeness: 0.0568, loss_reg: 0.0356, loss: 0.4136, grad_norm: 12.7716 2020-10-05 22:28:41,955 - mmaction - INFO - Epoch [134][13/25] lr: 1.000e-03, eta: 20:15:22, time: 0.485, data_time: 0.056, memory: 6352, loss_activity: 0.2334, loss_completeness: 0.0741, loss_reg: 0.0429, loss: 0.3503, grad_norm: 10.0438 2020-10-05 22:28:42,496 - mmaction - INFO - Epoch [134][14/25] lr: 1.000e-03, eta: 20:14:54, time: 0.564, data_time: 0.113, memory: 6352, loss_activity: 0.2002, loss_completeness: 0.0787, loss_reg: 0.0457, loss: 0.3246, grad_norm: 5.9312 2020-10-05 22:28:42,968 - mmaction - INFO - Epoch [134][15/25] lr: 1.000e-03, eta: 20:14:25, time: 0.539, data_time: 0.090, memory: 6352, loss_activity: 0.1320, loss_completeness: 0.0805, loss_reg: 0.0374, loss: 0.2499, grad_norm: 4.6098 2020-10-05 22:28:43,489 - mmaction - INFO - Epoch [134][16/25] lr: 1.000e-03, eta: 20:13:57, time: 0.530, data_time: 0.030, memory: 6352, loss_activity: 0.1390, loss_completeness: 0.0445, loss_reg: 0.0427, loss: 0.2262, grad_norm: 6.3104 2020-10-05 22:28:44,032 - mmaction - INFO - Epoch [134][17/25] lr: 1.000e-03, eta: 20:13:29, time: 0.552, data_time: 0.014, memory: 6352, loss_activity: 0.3481, loss_completeness: 0.0601, loss_reg: 0.0248, loss: 0.4330, grad_norm: 7.7605 2020-10-05 22:28:44,635 - mmaction - INFO - Epoch [134][18/25] lr: 1.000e-03, eta: 20:13:01, time: 0.537, data_time: 0.013, memory: 6352, loss_activity: 0.1900, loss_completeness: 0.0716, loss_reg: 0.0328, loss: 0.2945, grad_norm: 6.1608 2020-10-05 22:28:45,109 - mmaction - INFO - Epoch [134][19/25] lr: 1.000e-03, eta: 20:12:32, time: 0.514, data_time: 0.091, memory: 6352, loss_activity: 0.4645, loss_completeness: 0.0831, loss_reg: 0.0457, loss: 0.5933, grad_norm: 10.5443 2020-10-05 22:28:45,710 - mmaction - INFO - Epoch [134][20/25] lr: 1.000e-03, eta: 20:12:04, time: 0.563, data_time: 0.034, memory: 6352, loss_activity: 0.1603, loss_completeness: 0.0769, loss_reg: 0.0416, loss: 0.2789, grad_norm: 9.3429 2020-10-05 22:28:46,349 - mmaction - INFO - Epoch [134][21/25] lr: 1.000e-03, eta: 20:11:36, time: 0.637, data_time: 0.137, memory: 6352, loss_activity: 0.2216, loss_completeness: 0.0947, loss_reg: 0.0764, loss: 0.3928, grad_norm: 9.5726 2020-10-05 22:28:46,796 - mmaction - INFO - Epoch [134][22/25] lr: 1.000e-03, eta: 20:11:08, time: 0.508, data_time: 0.113, memory: 6352, loss_activity: 0.5681, loss_completeness: 0.0795, loss_reg: 0.0788, loss: 0.7264, grad_norm: 13.0755 2020-10-05 22:28:47,209 - mmaction - INFO - Epoch [134][23/25] lr: 1.000e-03, eta: 20:10:39, time: 0.413, data_time: 0.011, memory: 6352, loss_activity: 0.2667, loss_completeness: 0.0623, loss_reg: 0.0591, loss: 0.3882, grad_norm: 9.6767 2020-10-05 22:28:47,619 - mmaction - INFO - Epoch [134][24/25] lr: 1.000e-03, eta: 20:10:11, time: 0.414, data_time: 0.011, memory: 6352, loss_activity: 0.1788, loss_completeness: 0.0554, loss_reg: 0.1141, loss: 0.3484, grad_norm: 7.3734 2020-10-05 22:28:48,028 - mmaction - INFO - Epoch [134][25/25] lr: 1.000e-03, eta: 20:09:42, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.1300, loss_completeness: 0.0661, loss_reg: 0.0442, loss: 0.2403, grad_norm: 8.3236 2020-10-05 22:28:55,782 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:31:58,639 - mmaction - INFO - Epoch [135][1/25] lr: 1.000e-03, eta: 20:17:32, time: 182.730, data_time: 178.111, memory: 6352, loss_activity: 0.0593, loss_completeness: 0.0648, loss_reg: 0.0427, loss: 0.1668, grad_norm: 5.7271 2020-10-05 22:31:59,307 - mmaction - INFO - Epoch [135][2/25] lr: 1.000e-03, eta: 20:17:04, time: 0.744, data_time: 0.249, memory: 6352, loss_activity: 0.1889, loss_completeness: 0.0719, loss_reg: 0.0332, loss: 0.2940, grad_norm: 9.1753 2020-10-05 22:31:59,720 - mmaction - INFO - Epoch [135][3/25] lr: 1.000e-03, eta: 20:16:36, time: 0.457, data_time: 0.057, memory: 6352, loss_activity: 0.1614, loss_completeness: 0.0621, loss_reg: 0.0523, loss: 0.2758, grad_norm: 13.5640 2020-10-05 22:32:00,294 - mmaction - INFO - Epoch [135][4/25] lr: 1.000e-03, eta: 20:16:07, time: 0.564, data_time: 0.011, memory: 6352, loss_activity: 0.4593, loss_completeness: 0.0783, loss_reg: 0.0533, loss: 0.5910, grad_norm: 14.1143 2020-10-05 22:32:00,838 - mmaction - INFO - Epoch [135][5/25] lr: 1.000e-03, eta: 20:15:39, time: 0.523, data_time: 0.022, memory: 6352, loss_activity: 0.2258, loss_completeness: 0.0831, loss_reg: 0.0753, loss: 0.3842, grad_norm: 6.1346 2020-10-05 22:32:01,489 - mmaction - INFO - Epoch [135][6/25] lr: 1.000e-03, eta: 20:15:11, time: 0.598, data_time: 0.046, memory: 6352, loss_activity: 0.0967, loss_completeness: 0.0660, loss_reg: 0.0466, loss: 0.2093, grad_norm: 5.8063 2020-10-05 22:32:02,126 - mmaction - INFO - Epoch [135][7/25] lr: 1.000e-03, eta: 20:14:43, time: 0.591, data_time: 0.113, memory: 6352, loss_activity: 0.0314, loss_completeness: 0.0617, loss_reg: 0.0470, loss: 0.1401, grad_norm: 5.0610 2020-10-05 22:32:02,708 - mmaction - INFO - Epoch [135][8/25] lr: 1.000e-03, eta: 20:14:15, time: 0.714, data_time: 0.150, memory: 6352, loss_activity: 0.2383, loss_completeness: 0.0692, loss_reg: 0.0497, loss: 0.3572, grad_norm: 11.8474 2020-10-05 22:32:03,229 - mmaction - INFO - Epoch [135][9/25] lr: 1.000e-03, eta: 20:13:47, time: 0.478, data_time: 0.017, memory: 6352, loss_activity: 0.4026, loss_completeness: 0.0702, loss_reg: 0.0488, loss: 0.5216, grad_norm: 14.2134 2020-10-05 22:32:03,807 - mmaction - INFO - Epoch [135][10/25] lr: 1.000e-03, eta: 20:13:19, time: 0.598, data_time: 0.052, memory: 6352, loss_activity: 0.0280, loss_completeness: 0.0751, loss_reg: 0.0870, loss: 0.1900, grad_norm: 4.9854 2020-10-05 22:32:04,330 - mmaction - INFO - Epoch [135][11/25] lr: 1.000e-03, eta: 20:12:50, time: 0.489, data_time: 0.033, memory: 6352, loss_activity: 0.1974, loss_completeness: 0.0665, loss_reg: 0.0600, loss: 0.3239, grad_norm: 9.6663 2020-10-05 22:32:04,841 - mmaction - INFO - Epoch [135][12/25] lr: 1.000e-03, eta: 20:12:22, time: 0.555, data_time: 0.066, memory: 6352, loss_activity: 0.2094, loss_completeness: 0.0625, loss_reg: 0.0317, loss: 0.3036, grad_norm: 10.5743 2020-10-05 22:32:05,415 - mmaction - INFO - Epoch [135][13/25] lr: 1.000e-03, eta: 20:11:54, time: 0.553, data_time: 0.023, memory: 6352, loss_activity: 0.3500, loss_completeness: 0.0603, loss_reg: 0.0447, loss: 0.4550, grad_norm: 10.7386 2020-10-05 22:32:05,918 - mmaction - INFO - Epoch [135][14/25] lr: 1.000e-03, eta: 20:11:26, time: 0.541, data_time: 0.043, memory: 6352, loss_activity: 0.4349, loss_completeness: 0.0633, loss_reg: 0.0365, loss: 0.5347, grad_norm: 12.9936 2020-10-05 22:32:06,451 - mmaction - INFO - Epoch [135][15/25] lr: 1.000e-03, eta: 20:10:58, time: 0.529, data_time: 0.006, memory: 6352, loss_activity: 0.2473, loss_completeness: 0.0829, loss_reg: 0.0509, loss: 0.3810, grad_norm: 10.1050 2020-10-05 22:32:07,070 - mmaction - INFO - Epoch [135][16/25] lr: 1.000e-03, eta: 20:10:30, time: 0.538, data_time: 0.019, memory: 6352, loss_activity: 0.2133, loss_completeness: 0.0772, loss_reg: 0.0484, loss: 0.3390, grad_norm: 8.5271 2020-10-05 22:32:07,645 - mmaction - INFO - Epoch [135][17/25] lr: 1.000e-03, eta: 20:10:02, time: 0.660, data_time: 0.118, memory: 6352, loss_activity: 0.3696, loss_completeness: 0.0928, loss_reg: 0.0432, loss: 0.5056, grad_norm: 17.7185 2020-10-05 22:32:08,144 - mmaction - INFO - Epoch [135][18/25] lr: 1.000e-03, eta: 20:09:34, time: 0.460, data_time: 0.018, memory: 6352, loss_activity: 0.0092, loss_completeness: 0.0351, loss_reg: 0.0377, loss: 0.0820, grad_norm: 3.5203 2020-10-05 22:32:08,698 - mmaction - INFO - Epoch [135][19/25] lr: 1.000e-03, eta: 20:09:06, time: 0.489, data_time: 0.056, memory: 6352, loss_activity: 0.2700, loss_completeness: 0.0952, loss_reg: 0.0996, loss: 0.4648, grad_norm: 13.2155 2020-10-05 22:32:09,317 - mmaction - INFO - Epoch [135][20/25] lr: 1.000e-03, eta: 20:08:38, time: 0.672, data_time: 0.162, memory: 6352, loss_activity: 0.0593, loss_completeness: 0.0811, loss_reg: 0.0222, loss: 0.1626, grad_norm: 5.2390 2020-10-05 22:32:09,939 - mmaction - INFO - Epoch [135][21/25] lr: 1.000e-03, eta: 20:08:11, time: 0.671, data_time: 0.118, memory: 6352, loss_activity: 0.2087, loss_completeness: 0.0915, loss_reg: 0.0717, loss: 0.3718, grad_norm: 10.9175 2020-10-05 22:32:10,373 - mmaction - INFO - Epoch [135][22/25] lr: 1.000e-03, eta: 20:07:42, time: 0.435, data_time: 0.022, memory: 6352, loss_activity: 0.0816, loss_completeness: 0.0526, loss_reg: 0.0510, loss: 0.1851, grad_norm: 5.1086 2020-10-05 22:32:10,784 - mmaction - INFO - Epoch [135][23/25] lr: 1.000e-03, eta: 20:07:14, time: 0.412, data_time: 0.006, memory: 6352, loss_activity: 0.0540, loss_completeness: 0.0711, loss_reg: 0.0366, loss: 0.1617, grad_norm: 4.8489 2020-10-05 22:32:11,193 - mmaction - INFO - Epoch [135][24/25] lr: 1.000e-03, eta: 20:06:46, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.6309, loss_completeness: 0.0930, loss_reg: 0.0347, loss: 0.7587, grad_norm: 15.5183 2020-10-05 22:32:11,603 - mmaction - INFO - Epoch [135][25/25] lr: 1.000e-03, eta: 20:06:17, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.0876, loss_completeness: 0.0807, loss_reg: 0.0109, loss: 0.1792, grad_norm: 6.3251 2020-10-05 22:32:20,452 - mmaction - INFO - Saving checkpoint at 135 epochs 2020-10-05 22:32:20,987 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:35:24,917 - mmaction - INFO - Epoch [136][1/25] lr: 1.000e-03, eta: 20:14:05, time: 183.827, data_time: 179.078, memory: 6352, loss_activity: 0.0955, loss_completeness: 0.0866, loss_reg: 0.0433, loss: 0.2254, grad_norm: 6.8447 2020-10-05 22:35:25,556 - mmaction - INFO - Epoch [136][2/25] lr: 1.000e-03, eta: 20:13:37, time: 0.653, data_time: 0.210, memory: 6352, loss_activity: 0.8248, loss_completeness: 0.0586, loss_reg: 0.0366, loss: 0.9200, grad_norm: 16.1541 2020-10-05 22:35:26,062 - mmaction - INFO - Epoch [136][3/25] lr: 1.000e-03, eta: 20:13:09, time: 0.531, data_time: 0.100, memory: 6352, loss_activity: 0.0595, loss_completeness: 0.0609, loss_reg: 0.0382, loss: 0.1586, grad_norm: 5.2628 2020-10-05 22:35:26,525 - mmaction - INFO - Epoch [136][4/25] lr: 1.000e-03, eta: 20:12:41, time: 0.499, data_time: 0.078, memory: 6352, loss_activity: 0.1375, loss_completeness: 0.0627, loss_reg: 0.0720, loss: 0.2722, grad_norm: 7.8914 2020-10-05 22:35:27,085 - mmaction - INFO - Epoch [136][5/25] lr: 1.000e-03, eta: 20:12:13, time: 0.551, data_time: 0.038, memory: 6352, loss_activity: 0.2299, loss_completeness: 0.0655, loss_reg: 0.0987, loss: 0.3941, grad_norm: 7.0344 2020-10-05 22:35:27,674 - mmaction - INFO - Epoch [136][6/25] lr: 1.000e-03, eta: 20:11:45, time: 0.582, data_time: 0.060, memory: 6352, loss_activity: 0.2485, loss_completeness: 0.0796, loss_reg: 0.0842, loss: 0.4123, grad_norm: 9.9279 2020-10-05 22:35:28,216 - mmaction - INFO - Epoch [136][7/25] lr: 1.000e-03, eta: 20:11:17, time: 0.560, data_time: 0.046, memory: 6352, loss_activity: 0.1932, loss_completeness: 0.0787, loss_reg: 0.0654, loss: 0.3373, grad_norm: 11.4564 2020-10-05 22:35:28,741 - mmaction - INFO - Epoch [136][8/25] lr: 1.000e-03, eta: 20:10:49, time: 0.526, data_time: 0.029, memory: 6352, loss_activity: 0.1575, loss_completeness: 0.0867, loss_reg: 0.0459, loss: 0.2901, grad_norm: 8.7432 2020-10-05 22:35:29,382 - mmaction - INFO - Epoch [136][9/25] lr: 1.000e-03, eta: 20:10:21, time: 0.663, data_time: 0.027, memory: 6352, loss_activity: 0.1087, loss_completeness: 0.0514, loss_reg: 0.0819, loss: 0.2420, grad_norm: 5.8610 2020-10-05 22:35:29,913 - mmaction - INFO - Epoch [136][10/25] lr: 1.000e-03, eta: 20:09:53, time: 0.471, data_time: 0.039, memory: 6352, loss_activity: 0.2101, loss_completeness: 0.0699, loss_reg: 0.0177, loss: 0.2976, grad_norm: 9.5936 2020-10-05 22:35:30,400 - mmaction - INFO - Epoch [136][11/25] lr: 1.000e-03, eta: 20:09:25, time: 0.548, data_time: 0.068, memory: 6352, loss_activity: 0.5920, loss_completeness: 0.0583, loss_reg: 0.0481, loss: 0.6984, grad_norm: 13.8786 2020-10-05 22:35:31,023 - mmaction - INFO - Epoch [136][12/25] lr: 1.000e-03, eta: 20:08:57, time: 0.575, data_time: 0.006, memory: 6352, loss_activity: 0.0309, loss_completeness: 0.0687, loss_reg: 0.0400, loss: 0.1397, grad_norm: 3.7174 2020-10-05 22:35:31,535 - mmaction - INFO - Epoch [136][13/25] lr: 1.000e-03, eta: 20:08:29, time: 0.534, data_time: 0.053, memory: 6352, loss_activity: 0.3129, loss_completeness: 0.0813, loss_reg: 0.0356, loss: 0.4298, grad_norm: 11.6830 2020-10-05 22:35:32,111 - mmaction - INFO - Epoch [136][14/25] lr: 1.000e-03, eta: 20:08:02, time: 0.578, data_time: 0.043, memory: 6352, loss_activity: 0.1362, loss_completeness: 0.0614, loss_reg: 0.0337, loss: 0.2313, grad_norm: 9.1232 2020-10-05 22:35:32,636 - mmaction - INFO - Epoch [136][15/25] lr: 1.000e-03, eta: 20:07:34, time: 0.515, data_time: 0.030, memory: 6352, loss_activity: 0.1464, loss_completeness: 0.0712, loss_reg: 0.0558, loss: 0.2735, grad_norm: 7.6539 2020-10-05 22:35:33,150 - mmaction - INFO - Epoch [136][16/25] lr: 1.000e-03, eta: 20:07:06, time: 0.497, data_time: 0.064, memory: 6352, loss_activity: 0.1091, loss_completeness: 0.0624, loss_reg: 0.0617, loss: 0.2331, grad_norm: 10.2086 2020-10-05 22:35:33,707 - mmaction - INFO - Epoch [136][17/25] lr: 1.000e-03, eta: 20:06:38, time: 0.560, data_time: 0.059, memory: 6352, loss_activity: 0.4629, loss_completeness: 0.0832, loss_reg: 0.0406, loss: 0.5868, grad_norm: 15.3798 2020-10-05 22:35:34,280 - mmaction - INFO - Epoch [136][18/25] lr: 1.000e-03, eta: 20:06:10, time: 0.550, data_time: 0.064, memory: 6352, loss_activity: 0.2774, loss_completeness: 0.1206, loss_reg: 0.0546, loss: 0.4527, grad_norm: 8.8305 2020-10-05 22:35:34,743 - mmaction - INFO - Epoch [136][19/25] lr: 1.000e-03, eta: 20:05:42, time: 0.533, data_time: 0.080, memory: 6352, loss_activity: 0.2517, loss_completeness: 0.0816, loss_reg: 0.0698, loss: 0.4031, grad_norm: 8.5034 2020-10-05 22:35:35,425 - mmaction - INFO - Epoch [136][20/25] lr: 1.000e-03, eta: 20:05:15, time: 0.661, data_time: 0.006, memory: 6352, loss_activity: 0.1678, loss_completeness: 0.0789, loss_reg: 0.0478, loss: 0.2945, grad_norm: 12.4406 2020-10-05 22:35:36,057 - mmaction - INFO - Epoch [136][21/25] lr: 1.000e-03, eta: 20:04:47, time: 0.651, data_time: 0.090, memory: 6352, loss_activity: 0.2631, loss_completeness: 0.0678, loss_reg: 0.0427, loss: 0.3736, grad_norm: 11.9982 2020-10-05 22:35:36,517 - mmaction - INFO - Epoch [136][22/25] lr: 1.000e-03, eta: 20:04:19, time: 0.462, data_time: 0.067, memory: 6352, loss_activity: 0.0432, loss_completeness: 0.0940, loss_reg: 0.0604, loss: 0.1976, grad_norm: 4.7766 2020-10-05 22:35:36,928 - mmaction - INFO - Epoch [136][23/25] lr: 1.000e-03, eta: 20:03:51, time: 0.410, data_time: 0.004, memory: 6352, loss_activity: 0.2232, loss_completeness: 0.0681, loss_reg: 0.0456, loss: 0.3369, grad_norm: 7.9007 2020-10-05 22:35:37,338 - mmaction - INFO - Epoch [136][24/25] lr: 1.000e-03, eta: 20:03:23, time: 0.410, data_time: 0.008, memory: 6352, loss_activity: 0.3769, loss_completeness: 0.0866, loss_reg: 0.0463, loss: 0.5099, grad_norm: 11.0724 2020-10-05 22:35:37,747 - mmaction - INFO - Epoch [136][25/25] lr: 1.000e-03, eta: 20:02:55, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.1253, loss_completeness: 0.0490, loss_reg: 0.0504, loss: 0.2247, grad_norm: 9.7204 2020-10-05 22:35:45,538 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:38:41,278 - mmaction - INFO - Epoch [137][1/25] lr: 1.000e-03, eta: 20:10:16, time: 175.677, data_time: 170.522, memory: 6352, loss_activity: 0.1366, loss_completeness: 0.0590, loss_reg: 0.0196, loss: 0.2152, grad_norm: 7.2922 2020-10-05 22:38:41,919 - mmaction - INFO - Epoch [137][2/25] lr: 1.000e-03, eta: 20:09:48, time: 0.616, data_time: 0.157, memory: 6352, loss_activity: 0.0681, loss_completeness: 0.0927, loss_reg: 0.0374, loss: 0.1982, grad_norm: 5.9935 2020-10-05 22:38:42,432 - mmaction - INFO - Epoch [137][3/25] lr: 1.000e-03, eta: 20:09:20, time: 0.584, data_time: 0.092, memory: 6352, loss_activity: 0.5760, loss_completeness: 0.0853, loss_reg: 0.0775, loss: 0.7388, grad_norm: 18.1468 2020-10-05 22:38:42,970 - mmaction - INFO - Epoch [137][4/25] lr: 1.000e-03, eta: 20:08:53, time: 0.533, data_time: 0.038, memory: 6352, loss_activity: 0.0773, loss_completeness: 0.0548, loss_reg: 0.0385, loss: 0.1705, grad_norm: 6.4245 2020-10-05 22:38:43,485 - mmaction - INFO - Epoch [137][5/25] lr: 1.000e-03, eta: 20:08:25, time: 0.515, data_time: 0.035, memory: 6352, loss_activity: 0.0235, loss_completeness: 0.0904, loss_reg: 0.0465, loss: 0.1603, grad_norm: 4.2876 2020-10-05 22:38:44,021 - mmaction - INFO - Epoch [137][6/25] lr: 1.000e-03, eta: 20:07:57, time: 0.527, data_time: 0.037, memory: 6352, loss_activity: 0.4658, loss_completeness: 0.0819, loss_reg: 0.0326, loss: 0.5803, grad_norm: 13.6257 2020-10-05 22:38:44,570 - mmaction - INFO - Epoch [137][7/25] lr: 1.000e-03, eta: 20:07:29, time: 0.558, data_time: 0.040, memory: 6352, loss_activity: 0.1538, loss_completeness: 0.0755, loss_reg: 0.0344, loss: 0.2637, grad_norm: 5.5368 2020-10-05 22:38:45,146 - mmaction - INFO - Epoch [137][8/25] lr: 1.000e-03, eta: 20:07:01, time: 0.596, data_time: 0.030, memory: 6352, loss_activity: 0.0708, loss_completeness: 0.0679, loss_reg: 0.0416, loss: 0.1803, grad_norm: 6.2140 2020-10-05 22:38:45,690 - mmaction - INFO - Epoch [137][9/25] lr: 1.000e-03, eta: 20:06:34, time: 0.514, data_time: 0.007, memory: 6352, loss_activity: 0.0762, loss_completeness: 0.0668, loss_reg: 0.0561, loss: 0.1991, grad_norm: 7.8285 2020-10-05 22:38:46,282 - mmaction - INFO - Epoch [137][10/25] lr: 1.000e-03, eta: 20:06:06, time: 0.575, data_time: 0.034, memory: 6352, loss_activity: 0.3585, loss_completeness: 0.0759, loss_reg: 0.0394, loss: 0.4738, grad_norm: 9.1802 2020-10-05 22:38:46,734 - mmaction - INFO - Epoch [137][11/25] lr: 1.000e-03, eta: 20:05:38, time: 0.478, data_time: 0.054, memory: 6352, loss_activity: 0.3040, loss_completeness: 0.0883, loss_reg: 0.0309, loss: 0.4232, grad_norm: 9.3107 2020-10-05 22:38:47,244 - mmaction - INFO - Epoch [137][12/25] lr: 1.000e-03, eta: 20:05:10, time: 0.515, data_time: 0.027, memory: 6352, loss_activity: 0.0295, loss_completeness: 0.0625, loss_reg: 0.0134, loss: 0.1054, grad_norm: 3.6980 2020-10-05 22:38:47,950 - mmaction - INFO - Epoch [137][13/25] lr: 1.000e-03, eta: 20:04:43, time: 0.675, data_time: 0.023, memory: 6352, loss_activity: 0.1661, loss_completeness: 0.0882, loss_reg: 0.0682, loss: 0.3226, grad_norm: 6.6522 2020-10-05 22:38:48,483 - mmaction - INFO - Epoch [137][14/25] lr: 1.000e-03, eta: 20:04:15, time: 0.574, data_time: 0.055, memory: 6352, loss_activity: 0.3242, loss_completeness: 0.0844, loss_reg: 0.0444, loss: 0.4529, grad_norm: 7.0207 2020-10-05 22:38:49,049 - mmaction - INFO - Epoch [137][15/25] lr: 1.000e-03, eta: 20:03:47, time: 0.477, data_time: 0.012, memory: 6352, loss_activity: 0.2055, loss_completeness: 0.0638, loss_reg: 0.0403, loss: 0.3097, grad_norm: 6.3090 2020-10-05 22:38:49,636 - mmaction - INFO - Epoch [137][16/25] lr: 1.000e-03, eta: 20:03:20, time: 0.657, data_time: 0.101, memory: 6352, loss_activity: 0.3180, loss_completeness: 0.0866, loss_reg: 0.0410, loss: 0.4457, grad_norm: 17.9163 2020-10-05 22:38:50,155 - mmaction - INFO - Epoch [137][17/25] lr: 1.000e-03, eta: 20:02:52, time: 0.486, data_time: 0.032, memory: 6352, loss_activity: 0.2810, loss_completeness: 0.0741, loss_reg: 0.0572, loss: 0.4123, grad_norm: 11.0942 2020-10-05 22:38:50,816 - mmaction - INFO - Epoch [137][18/25] lr: 1.000e-03, eta: 20:02:25, time: 0.627, data_time: 0.065, memory: 6352, loss_activity: 0.4156, loss_completeness: 0.0879, loss_reg: 0.0506, loss: 0.5541, grad_norm: 20.8274 2020-10-05 22:38:51,427 - mmaction - INFO - Epoch [137][19/25] lr: 1.000e-03, eta: 20:01:58, time: 0.632, data_time: 0.099, memory: 6352, loss_activity: 0.1688, loss_completeness: 0.0868, loss_reg: 0.0394, loss: 0.2950, grad_norm: 8.0128 2020-10-05 22:38:52,058 - mmaction - INFO - Epoch [137][20/25] lr: 1.000e-03, eta: 20:01:30, time: 0.583, data_time: 0.132, memory: 6352, loss_activity: 0.0432, loss_completeness: 0.0596, loss_reg: 0.0542, loss: 0.1570, grad_norm: 4.3765 2020-10-05 22:38:52,644 - mmaction - INFO - Epoch [137][21/25] lr: 1.000e-03, eta: 20:01:03, time: 0.598, data_time: 0.170, memory: 6352, loss_activity: 0.3061, loss_completeness: 0.0586, loss_reg: 0.0521, loss: 0.4168, grad_norm: 11.8069 2020-10-05 22:38:53,093 - mmaction - INFO - Epoch [137][22/25] lr: 1.000e-03, eta: 20:00:35, time: 0.546, data_time: 0.116, memory: 6352, loss_activity: 0.2617, loss_completeness: 0.0550, loss_reg: 0.0300, loss: 0.3467, grad_norm: 10.2698 2020-10-05 22:38:53,503 - mmaction - INFO - Epoch [137][23/25] lr: 1.000e-03, eta: 20:00:07, time: 0.419, data_time: 0.015, memory: 6352, loss_activity: 0.3516, loss_completeness: 0.0746, loss_reg: 0.0453, loss: 0.4715, grad_norm: 10.3146 2020-10-05 22:38:53,915 - mmaction - INFO - Epoch [137][24/25] lr: 1.000e-03, eta: 19:59:39, time: 0.411, data_time: 0.010, memory: 6352, loss_activity: 0.1143, loss_completeness: 0.0843, loss_reg: 0.0565, loss: 0.2551, grad_norm: 10.8246 2020-10-05 22:38:54,327 - mmaction - INFO - Epoch [137][25/25] lr: 1.000e-03, eta: 19:59:12, time: 0.412, data_time: 0.008, memory: 6352, loss_activity: 0.3935, loss_completeness: 0.0794, loss_reg: 0.0291, loss: 0.5020, grad_norm: 8.9241 2020-10-05 22:39:01,971 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:42:08,307 - mmaction - INFO - Epoch [138][1/25] lr: 1.000e-03, eta: 20:06:56, time: 186.199, data_time: 180.140, memory: 6352, loss_activity: 0.4024, loss_completeness: 0.0901, loss_reg: 0.0244, loss: 0.5169, grad_norm: 6.7957 2020-10-05 22:42:08,933 - mmaction - INFO - Epoch [138][2/25] lr: 1.000e-03, eta: 20:06:29, time: 0.702, data_time: 0.211, memory: 6352, loss_activity: 0.9085, loss_completeness: 0.0683, loss_reg: 0.0653, loss: 1.0421, grad_norm: 17.9668 2020-10-05 22:42:09,483 - mmaction - INFO - Epoch [138][3/25] lr: 1.000e-03, eta: 20:06:01, time: 0.505, data_time: 0.072, memory: 6352, loss_activity: 0.1328, loss_completeness: 0.0829, loss_reg: 0.0373, loss: 0.2531, grad_norm: 6.0831 2020-10-05 22:42:10,036 - mmaction - INFO - Epoch [138][4/25] lr: 1.000e-03, eta: 20:05:33, time: 0.593, data_time: 0.140, memory: 6352, loss_activity: 0.4086, loss_completeness: 0.0756, loss_reg: 0.0433, loss: 0.5274, grad_norm: 11.0845 2020-10-05 22:42:10,529 - mmaction - INFO - Epoch [138][5/25] lr: 1.000e-03, eta: 20:05:06, time: 0.556, data_time: 0.071, memory: 6352, loss_activity: 0.4119, loss_completeness: 0.0868, loss_reg: 0.0199, loss: 0.5186, grad_norm: 11.3490 2020-10-05 22:42:11,021 - mmaction - INFO - Epoch [138][6/25] lr: 1.000e-03, eta: 20:04:38, time: 0.469, data_time: 0.005, memory: 6352, loss_activity: 0.0485, loss_completeness: 0.0688, loss_reg: 0.0217, loss: 0.1390, grad_norm: 3.6711 2020-10-05 22:42:11,562 - mmaction - INFO - Epoch [138][7/25] lr: 1.000e-03, eta: 20:04:10, time: 0.564, data_time: 0.030, memory: 6352, loss_activity: 0.3424, loss_completeness: 0.0439, loss_reg: 0.0281, loss: 0.4144, grad_norm: 10.0347 2020-10-05 22:42:12,197 - mmaction - INFO - Epoch [138][8/25] lr: 1.000e-03, eta: 20:03:43, time: 0.612, data_time: 0.008, memory: 6352, loss_activity: 0.3671, loss_completeness: 0.0820, loss_reg: 0.0323, loss: 0.4814, grad_norm: 8.0700 2020-10-05 22:42:12,776 - mmaction - INFO - Epoch [138][9/25] lr: 1.000e-03, eta: 20:03:15, time: 0.558, data_time: 0.033, memory: 6352, loss_activity: 0.2338, loss_completeness: 0.0552, loss_reg: 0.0520, loss: 0.3409, grad_norm: 10.1805 2020-10-05 22:42:13,212 - mmaction - INFO - Epoch [138][10/25] lr: 1.000e-03, eta: 20:02:48, time: 0.479, data_time: 0.055, memory: 6352, loss_activity: 0.0379, loss_completeness: 0.0706, loss_reg: 0.0572, loss: 0.1658, grad_norm: 3.5540 2020-10-05 22:42:13,749 - mmaction - INFO - Epoch [138][11/25] lr: 1.000e-03, eta: 20:02:20, time: 0.478, data_time: 0.009, memory: 6352, loss_activity: 0.3895, loss_completeness: 0.0674, loss_reg: 0.0807, loss: 0.5376, grad_norm: 9.9916 2020-10-05 22:42:14,293 - mmaction - INFO - Epoch [138][12/25] lr: 1.000e-03, eta: 20:01:53, time: 0.562, data_time: 0.067, memory: 6352, loss_activity: 0.1124, loss_completeness: 0.0900, loss_reg: 0.0354, loss: 0.2378, grad_norm: 4.4788 2020-10-05 22:42:14,930 - mmaction - INFO - Epoch [138][13/25] lr: 1.000e-03, eta: 20:01:25, time: 0.592, data_time: 0.051, memory: 6352, loss_activity: 0.1644, loss_completeness: 0.0912, loss_reg: 0.0399, loss: 0.2955, grad_norm: 4.5574 2020-10-05 22:42:15,523 - mmaction - INFO - Epoch [138][14/25] lr: 1.000e-03, eta: 20:00:58, time: 0.572, data_time: 0.095, memory: 6352, loss_activity: 0.0678, loss_completeness: 0.0474, loss_reg: 0.0664, loss: 0.1815, grad_norm: 4.9923 2020-10-05 22:42:16,020 - mmaction - INFO - Epoch [138][15/25] lr: 1.000e-03, eta: 20:00:30, time: 0.570, data_time: 0.122, memory: 6352, loss_activity: 0.0887, loss_completeness: 0.0484, loss_reg: 0.0527, loss: 0.1898, grad_norm: 5.0076 2020-10-05 22:42:16,712 - mmaction - INFO - Epoch [138][16/25] lr: 1.000e-03, eta: 20:00:03, time: 0.595, data_time: 0.082, memory: 6352, loss_activity: 0.3445, loss_completeness: 0.0898, loss_reg: 0.0588, loss: 0.4931, grad_norm: 13.4150 2020-10-05 22:42:17,165 - mmaction - INFO - Epoch [138][17/25] lr: 1.000e-03, eta: 19:59:36, time: 0.559, data_time: 0.144, memory: 6352, loss_activity: 0.1719, loss_completeness: 0.0605, loss_reg: 0.0541, loss: 0.2864, grad_norm: 5.6719 2020-10-05 22:42:17,667 - mmaction - INFO - Epoch [138][18/25] lr: 1.000e-03, eta: 19:59:08, time: 0.509, data_time: 0.037, memory: 6352, loss_activity: 0.0354, loss_completeness: 0.0708, loss_reg: 0.0492, loss: 0.1555, grad_norm: 3.8123 2020-10-05 22:42:18,225 - mmaction - INFO - Epoch [138][19/25] lr: 1.000e-03, eta: 19:58:41, time: 0.582, data_time: 0.029, memory: 6352, loss_activity: 0.3289, loss_completeness: 0.1155, loss_reg: 0.0509, loss: 0.4954, grad_norm: 13.7994 2020-10-05 22:42:18,818 - mmaction - INFO - Epoch [138][20/25] lr: 1.000e-03, eta: 19:58:13, time: 0.570, data_time: 0.010, memory: 6352, loss_activity: 0.2915, loss_completeness: 0.0749, loss_reg: 0.0451, loss: 0.4115, grad_norm: 8.9715 2020-10-05 22:42:19,341 - mmaction - INFO - Epoch [138][21/25] lr: 1.000e-03, eta: 19:57:46, time: 0.539, data_time: 0.062, memory: 6352, loss_activity: 0.1962, loss_completeness: 0.0711, loss_reg: 0.0209, loss: 0.2883, grad_norm: 6.4353 2020-10-05 22:42:19,883 - mmaction - INFO - Epoch [138][22/25] lr: 1.000e-03, eta: 19:57:19, time: 0.548, data_time: 0.054, memory: 6352, loss_activity: 0.2075, loss_completeness: 0.0676, loss_reg: 0.0317, loss: 0.3068, grad_norm: 6.6428 2020-10-05 22:42:20,316 - mmaction - INFO - Epoch [138][23/25] lr: 1.000e-03, eta: 19:56:51, time: 0.433, data_time: 0.006, memory: 6352, loss_activity: 0.2026, loss_completeness: 0.0697, loss_reg: 0.0507, loss: 0.3231, grad_norm: 6.3444 2020-10-05 22:42:20,730 - mmaction - INFO - Epoch [138][24/25] lr: 1.000e-03, eta: 19:56:23, time: 0.411, data_time: 0.008, memory: 6352, loss_activity: 0.3049, loss_completeness: 0.0612, loss_reg: 0.0132, loss: 0.3794, grad_norm: 7.2262 2020-10-05 22:42:21,140 - mmaction - INFO - Epoch [138][25/25] lr: 1.000e-03, eta: 19:55:56, time: 0.412, data_time: 0.009, memory: 6352, loss_activity: 0.4784, loss_completeness: 0.0842, loss_reg: 0.0694, loss: 0.6319, grad_norm: 12.2994 2020-10-05 22:42:28,653 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:45:38,351 - mmaction - INFO - Epoch [139][1/25] lr: 1.000e-03, eta: 20:03:44, time: 189.528, data_time: 184.457, memory: 6352, loss_activity: 0.1847, loss_completeness: 0.0744, loss_reg: 0.0360, loss: 0.2951, grad_norm: 7.7034 2020-10-05 22:45:39,011 - mmaction - INFO - Epoch [139][2/25] lr: 1.000e-03, eta: 20:03:17, time: 0.800, data_time: 0.272, memory: 6352, loss_activity: 0.2202, loss_completeness: 0.0801, loss_reg: 0.0326, loss: 0.3329, grad_norm: 6.5496 2020-10-05 22:45:39,535 - mmaction - INFO - Epoch [139][3/25] lr: 1.000e-03, eta: 20:02:50, time: 0.463, data_time: 0.037, memory: 6352, loss_activity: 0.4752, loss_completeness: 0.0477, loss_reg: 0.0321, loss: 0.5550, grad_norm: 16.9656 2020-10-05 22:45:40,127 - mmaction - INFO - Epoch [139][4/25] lr: 1.000e-03, eta: 20:02:22, time: 0.607, data_time: 0.096, memory: 6352, loss_activity: 0.0609, loss_completeness: 0.0778, loss_reg: 0.0503, loss: 0.1890, grad_norm: 6.5368 2020-10-05 22:45:40,699 - mmaction - INFO - Epoch [139][5/25] lr: 1.000e-03, eta: 20:01:55, time: 0.576, data_time: 0.091, memory: 6352, loss_activity: 0.2680, loss_completeness: 0.0656, loss_reg: 0.0656, loss: 0.3992, grad_norm: 9.2443 2020-10-05 22:45:41,208 - mmaction - INFO - Epoch [139][6/25] lr: 1.000e-03, eta: 20:01:27, time: 0.516, data_time: 0.080, memory: 6352, loss_activity: 0.1701, loss_completeness: 0.0912, loss_reg: 0.0535, loss: 0.3148, grad_norm: 8.1115 2020-10-05 22:45:41,732 - mmaction - INFO - Epoch [139][7/25] lr: 1.000e-03, eta: 20:01:00, time: 0.565, data_time: 0.069, memory: 6352, loss_activity: 0.0823, loss_completeness: 0.0182, loss_reg: 0.0429, loss: 0.1434, grad_norm: 4.8221 2020-10-05 22:45:42,363 - mmaction - INFO - Epoch [139][8/25] lr: 1.000e-03, eta: 20:00:33, time: 0.628, data_time: 0.026, memory: 6352, loss_activity: 0.3961, loss_completeness: 0.0963, loss_reg: 0.0631, loss: 0.5555, grad_norm: 15.0481 2020-10-05 22:45:42,883 - mmaction - INFO - Epoch [139][9/25] lr: 1.000e-03, eta: 20:00:06, time: 0.544, data_time: 0.042, memory: 6352, loss_activity: 0.3738, loss_completeness: 0.0797, loss_reg: 0.0331, loss: 0.4866, grad_norm: 9.8436 2020-10-05 22:45:43,468 - mmaction - INFO - Epoch [139][10/25] lr: 1.000e-03, eta: 19:59:38, time: 0.490, data_time: 0.022, memory: 6352, loss_activity: 0.5611, loss_completeness: 0.0958, loss_reg: 0.0232, loss: 0.6801, grad_norm: 16.7094 2020-10-05 22:45:44,068 - mmaction - INFO - Epoch [139][11/25] lr: 1.000e-03, eta: 19:59:11, time: 0.552, data_time: 0.101, memory: 6352, loss_activity: 0.4622, loss_completeness: 0.0854, loss_reg: 0.0232, loss: 0.5708, grad_norm: 14.3091 2020-10-05 22:45:44,579 - mmaction - INFO - Epoch [139][12/25] lr: 1.000e-03, eta: 19:58:44, time: 0.575, data_time: 0.166, memory: 6352, loss_activity: 0.1636, loss_completeness: 0.0715, loss_reg: 0.0429, loss: 0.2780, grad_norm: 7.2173 2020-10-05 22:45:45,128 - mmaction - INFO - Epoch [139][13/25] lr: 1.000e-03, eta: 19:58:16, time: 0.627, data_time: 0.107, memory: 6352, loss_activity: 0.2591, loss_completeness: 0.0678, loss_reg: 0.0477, loss: 0.3746, grad_norm: 9.8588 2020-10-05 22:45:45,717 - mmaction - INFO - Epoch [139][14/25] lr: 1.000e-03, eta: 19:57:49, time: 0.590, data_time: 0.014, memory: 6352, loss_activity: 0.2446, loss_completeness: 0.0609, loss_reg: 0.0641, loss: 0.3696, grad_norm: 12.4765 2020-10-05 22:45:46,285 - mmaction - INFO - Epoch [139][15/25] lr: 1.000e-03, eta: 19:57:22, time: 0.447, data_time: 0.035, memory: 6352, loss_activity: 0.2265, loss_completeness: 0.0735, loss_reg: 0.0605, loss: 0.3605, grad_norm: 8.2344 2020-10-05 22:45:46,893 - mmaction - INFO - Epoch [139][16/25] lr: 1.000e-03, eta: 19:56:55, time: 0.670, data_time: 0.147, memory: 6352, loss_activity: 0.1867, loss_completeness: 0.0628, loss_reg: 0.0223, loss: 0.2718, grad_norm: 7.4724 2020-10-05 22:45:47,448 - mmaction - INFO - Epoch [139][17/25] lr: 1.000e-03, eta: 19:56:27, time: 0.467, data_time: 0.068, memory: 6352, loss_activity: 0.3963, loss_completeness: 0.0711, loss_reg: 0.0626, loss: 0.5301, grad_norm: 14.6640 2020-10-05 22:45:47,947 - mmaction - INFO - Epoch [139][18/25] lr: 1.000e-03, eta: 19:56:00, time: 0.578, data_time: 0.159, memory: 6352, loss_activity: 0.3161, loss_completeness: 0.0745, loss_reg: 0.0585, loss: 0.4492, grad_norm: 11.5004 2020-10-05 22:45:48,462 - mmaction - INFO - Epoch [139][19/25] lr: 1.000e-03, eta: 19:55:33, time: 0.560, data_time: 0.075, memory: 6352, loss_activity: 0.1938, loss_completeness: 0.0690, loss_reg: 0.0565, loss: 0.3193, grad_norm: 7.0582 2020-10-05 22:45:49,123 - mmaction - INFO - Epoch [139][20/25] lr: 1.000e-03, eta: 19:55:06, time: 0.588, data_time: 0.081, memory: 6352, loss_activity: 0.1617, loss_completeness: 0.0992, loss_reg: 0.0468, loss: 0.3077, grad_norm: 7.2511 2020-10-05 22:45:49,829 - mmaction - INFO - Epoch [139][21/25] lr: 1.000e-03, eta: 19:54:39, time: 0.660, data_time: 0.189, memory: 6352, loss_activity: 0.1725, loss_completeness: 0.0660, loss_reg: 0.0556, loss: 0.2940, grad_norm: 11.9872 2020-10-05 22:45:50,240 - mmaction - INFO - Epoch [139][22/25] lr: 1.000e-03, eta: 19:54:12, time: 0.551, data_time: 0.153, memory: 6352, loss_activity: 0.3292, loss_completeness: 0.0771, loss_reg: 0.0248, loss: 0.4310, grad_norm: 9.8082 2020-10-05 22:45:50,647 - mmaction - INFO - Epoch [139][23/25] lr: 1.000e-03, eta: 19:53:44, time: 0.410, data_time: 0.009, memory: 6352, loss_activity: 0.2926, loss_completeness: 0.0807, loss_reg: 0.0571, loss: 0.4304, grad_norm: 9.8442 2020-10-05 22:45:51,066 - mmaction - INFO - Epoch [139][24/25] lr: 1.000e-03, eta: 19:53:17, time: 0.409, data_time: 0.003, memory: 6352, loss_activity: 0.3843, loss_completeness: 0.0668, loss_reg: 0.0686, loss: 0.5197, grad_norm: 13.6619 2020-10-05 22:45:51,474 - mmaction - INFO - Epoch [139][25/25] lr: 1.000e-03, eta: 19:52:50, time: 0.417, data_time: 0.015, memory: 6352, loss_activity: 0.0393, loss_completeness: 0.0589, loss_reg: 0.0258, loss: 0.1240, grad_norm: 3.9560 2020-10-05 22:45:58,829 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:48:58,071 - mmaction - INFO - Epoch [140][1/25] lr: 1.000e-03, eta: 20:00:06, time: 179.083, data_time: 174.815, memory: 6352, loss_activity: 0.1696, loss_completeness: 0.0730, loss_reg: 0.0199, loss: 0.2624, grad_norm: 7.9355 2020-10-05 22:48:58,724 - mmaction - INFO - Epoch [140][2/25] lr: 1.000e-03, eta: 19:59:39, time: 0.761, data_time: 0.275, memory: 6352, loss_activity: 0.2493, loss_completeness: 0.0615, loss_reg: 0.0613, loss: 0.3721, grad_norm: 8.1234 2020-10-05 22:48:59,241 - mmaction - INFO - Epoch [140][3/25] lr: 1.000e-03, eta: 19:59:12, time: 0.485, data_time: 0.058, memory: 6352, loss_activity: 0.2466, loss_completeness: 0.0610, loss_reg: 0.0384, loss: 0.3459, grad_norm: 7.2904 2020-10-05 22:48:59,697 - mmaction - INFO - Epoch [140][4/25] lr: 1.000e-03, eta: 19:58:44, time: 0.521, data_time: 0.092, memory: 6352, loss_activity: 0.0503, loss_completeness: 0.0760, loss_reg: 0.0477, loss: 0.1741, grad_norm: 4.6668 2020-10-05 22:49:00,401 - mmaction - INFO - Epoch [140][5/25] lr: 1.000e-03, eta: 19:58:18, time: 0.718, data_time: 0.019, memory: 6352, loss_activity: 0.2286, loss_completeness: 0.0512, loss_reg: 0.0542, loss: 0.3340, grad_norm: 11.4127 2020-10-05 22:49:00,889 - mmaction - INFO - Epoch [140][6/25] lr: 1.000e-03, eta: 19:57:50, time: 0.458, data_time: 0.017, memory: 6352, loss_activity: 0.2942, loss_completeness: 0.0908, loss_reg: 0.0656, loss: 0.4506, grad_norm: 7.4549 2020-10-05 22:49:01,444 - mmaction - INFO - Epoch [140][7/25] lr: 1.000e-03, eta: 19:57:23, time: 0.567, data_time: 0.041, memory: 6352, loss_activity: 0.0212, loss_completeness: 0.0604, loss_reg: 0.0414, loss: 0.1230, grad_norm: 3.8181 2020-10-05 22:49:01,970 - mmaction - INFO - Epoch [140][8/25] lr: 1.000e-03, eta: 19:56:56, time: 0.543, data_time: 0.027, memory: 6352, loss_activity: 0.2958, loss_completeness: 0.1059, loss_reg: 0.0907, loss: 0.4924, grad_norm: 13.0180 2020-10-05 22:49:02,578 - mmaction - INFO - Epoch [140][9/25] lr: 1.000e-03, eta: 19:56:29, time: 0.524, data_time: 0.020, memory: 6352, loss_activity: 0.1815, loss_completeness: 0.0685, loss_reg: 0.0603, loss: 0.3103, grad_norm: 6.5396 2020-10-05 22:49:03,131 - mmaction - INFO - Epoch [140][10/25] lr: 1.000e-03, eta: 19:56:02, time: 0.598, data_time: 0.094, memory: 6352, loss_activity: 0.1917, loss_completeness: 0.0776, loss_reg: 0.0489, loss: 0.3182, grad_norm: 7.1296 2020-10-05 22:49:03,772 - mmaction - INFO - Epoch [140][11/25] lr: 1.000e-03, eta: 19:55:35, time: 0.521, data_time: 0.051, memory: 6352, loss_activity: 0.1864, loss_completeness: 0.0858, loss_reg: 0.0628, loss: 0.3350, grad_norm: 7.5712 2020-10-05 22:49:04,275 - mmaction - INFO - Epoch [140][12/25] lr: 1.000e-03, eta: 19:55:08, time: 0.662, data_time: 0.165, memory: 6352, loss_activity: 0.1293, loss_completeness: 0.0721, loss_reg: 0.0493, loss: 0.2507, grad_norm: 7.7093 2020-10-05 22:49:04,785 - mmaction - INFO - Epoch [140][13/25] lr: 1.000e-03, eta: 19:54:40, time: 0.491, data_time: 0.009, memory: 6352, loss_activity: 0.1678, loss_completeness: 0.0756, loss_reg: 0.0493, loss: 0.2927, grad_norm: 6.3958 2020-10-05 22:49:05,245 - mmaction - INFO - Epoch [140][14/25] lr: 1.000e-03, eta: 19:54:13, time: 0.479, data_time: 0.030, memory: 6352, loss_activity: 0.2690, loss_completeness: 0.0699, loss_reg: 0.0317, loss: 0.3706, grad_norm: 8.3768 2020-10-05 22:49:05,828 - mmaction - INFO - Epoch [140][15/25] lr: 1.000e-03, eta: 19:53:46, time: 0.510, data_time: 0.012, memory: 6352, loss_activity: 0.3974, loss_completeness: 0.0783, loss_reg: 0.0401, loss: 0.5157, grad_norm: 15.4676 2020-10-05 22:49:06,364 - mmaction - INFO - Epoch [140][16/25] lr: 1.000e-03, eta: 19:53:19, time: 0.561, data_time: 0.079, memory: 6352, loss_activity: 0.1352, loss_completeness: 0.0766, loss_reg: 0.0564, loss: 0.2682, grad_norm: 9.7769 2020-10-05 22:49:06,909 - mmaction - INFO - Epoch [140][17/25] lr: 1.000e-03, eta: 19:52:52, time: 0.516, data_time: 0.068, memory: 6352, loss_activity: 0.1506, loss_completeness: 0.0755, loss_reg: 0.0244, loss: 0.2505, grad_norm: 8.5150 2020-10-05 22:49:07,448 - mmaction - INFO - Epoch [140][18/25] lr: 1.000e-03, eta: 19:52:25, time: 0.568, data_time: 0.084, memory: 6352, loss_activity: 0.0330, loss_completeness: 0.0501, loss_reg: 0.0854, loss: 0.1685, grad_norm: 4.5968 2020-10-05 22:49:07,979 - mmaction - INFO - Epoch [140][19/25] lr: 1.000e-03, eta: 19:51:58, time: 0.579, data_time: 0.054, memory: 6352, loss_activity: 0.0682, loss_completeness: 0.0594, loss_reg: 0.0472, loss: 0.1747, grad_norm: 5.8772 2020-10-05 22:49:08,532 - mmaction - INFO - Epoch [140][20/25] lr: 1.000e-03, eta: 19:51:31, time: 0.503, data_time: 0.007, memory: 6352, loss_activity: 0.0277, loss_completeness: 0.0909, loss_reg: 0.0400, loss: 0.1586, grad_norm: 3.7555 2020-10-05 22:49:09,081 - mmaction - INFO - Epoch [140][21/25] lr: 1.000e-03, eta: 19:51:04, time: 0.586, data_time: 0.108, memory: 6352, loss_activity: 0.6406, loss_completeness: 0.1006, loss_reg: 0.0543, loss: 0.7955, grad_norm: 15.1332 2020-10-05 22:49:09,575 - mmaction - INFO - Epoch [140][22/25] lr: 1.000e-03, eta: 19:50:37, time: 0.504, data_time: 0.051, memory: 6352, loss_activity: 0.1725, loss_completeness: 0.0882, loss_reg: 0.0774, loss: 0.3381, grad_norm: 6.2147 2020-10-05 22:49:09,985 - mmaction - INFO - Epoch [140][23/25] lr: 1.000e-03, eta: 19:50:10, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.1113, loss_completeness: 0.0546, loss_reg: 0.0547, loss: 0.2206, grad_norm: 6.7716 2020-10-05 22:49:10,395 - mmaction - INFO - Epoch [140][24/25] lr: 1.000e-03, eta: 19:49:42, time: 0.413, data_time: 0.008, memory: 6352, loss_activity: 0.0366, loss_completeness: 0.0693, loss_reg: 0.0804, loss: 0.1863, grad_norm: 4.2467 2020-10-05 22:49:10,809 - mmaction - INFO - Epoch [140][25/25] lr: 1.000e-03, eta: 19:49:15, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.4233, loss_completeness: 0.0798, loss_reg: 0.0425, loss: 0.5455, grad_norm: 8.7766 2020-10-05 22:49:17,869 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-10-05 22:49:18,247 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:52:23,865 - mmaction - INFO - Epoch [141][1/25] lr: 1.000e-03, eta: 19:56:44, time: 185.461, data_time: 179.640, memory: 6352, loss_activity: 0.2479, loss_completeness: 0.0789, loss_reg: 0.0325, loss: 0.3593, grad_norm: 6.6598 2020-10-05 22:52:24,507 - mmaction - INFO - Epoch [141][2/25] lr: 1.000e-03, eta: 19:56:17, time: 0.737, data_time: 0.257, memory: 6352, loss_activity: 0.1079, loss_completeness: 0.0576, loss_reg: 0.0784, loss: 0.2439, grad_norm: 11.4332 2020-10-05 22:52:25,063 - mmaction - INFO - Epoch [141][3/25] lr: 1.000e-03, eta: 19:55:50, time: 0.592, data_time: 0.067, memory: 6352, loss_activity: 0.1355, loss_completeness: 0.0718, loss_reg: 0.0756, loss: 0.2829, grad_norm: 5.0442 2020-10-05 22:52:25,659 - mmaction - INFO - Epoch [141][4/25] lr: 1.000e-03, eta: 19:55:23, time: 0.553, data_time: 0.062, memory: 6352, loss_activity: 0.0336, loss_completeness: 0.0714, loss_reg: 0.0338, loss: 0.1388, grad_norm: 3.6273 2020-10-05 22:52:26,181 - mmaction - INFO - Epoch [141][5/25] lr: 1.000e-03, eta: 19:54:56, time: 0.527, data_time: 0.082, memory: 6352, loss_activity: 0.0064, loss_completeness: 0.0413, loss_reg: 0.0635, loss: 0.1111, grad_norm: 3.6236 2020-10-05 22:52:26,687 - mmaction - INFO - Epoch [141][6/25] lr: 1.000e-03, eta: 19:54:29, time: 0.553, data_time: 0.070, memory: 6352, loss_activity: 0.1865, loss_completeness: 0.0524, loss_reg: 0.0534, loss: 0.2924, grad_norm: 11.3300 2020-10-05 22:52:27,249 - mmaction - INFO - Epoch [141][7/25] lr: 1.000e-03, eta: 19:54:02, time: 0.546, data_time: 0.023, memory: 6352, loss_activity: 0.1557, loss_completeness: 0.0843, loss_reg: 0.0458, loss: 0.2857, grad_norm: 8.5489 2020-10-05 22:52:27,738 - mmaction - INFO - Epoch [141][8/25] lr: 1.000e-03, eta: 19:53:35, time: 0.521, data_time: 0.037, memory: 6352, loss_activity: 0.2342, loss_completeness: 0.0724, loss_reg: 0.0546, loss: 0.3613, grad_norm: 7.6445 2020-10-05 22:52:28,387 - mmaction - INFO - Epoch [141][9/25] lr: 1.000e-03, eta: 19:53:08, time: 0.563, data_time: 0.006, memory: 6352, loss_activity: 0.0520, loss_completeness: 0.0804, loss_reg: 0.0912, loss: 0.2237, grad_norm: 4.9288 2020-10-05 22:52:28,972 - mmaction - INFO - Epoch [141][10/25] lr: 1.000e-03, eta: 19:52:41, time: 0.672, data_time: 0.111, memory: 6352, loss_activity: 0.0225, loss_completeness: 0.0473, loss_reg: 0.0381, loss: 0.1079, grad_norm: 4.2157 2020-10-05 22:52:29,494 - mmaction - INFO - Epoch [141][11/25] lr: 1.000e-03, eta: 19:52:14, time: 0.469, data_time: 0.049, memory: 6352, loss_activity: 0.2720, loss_completeness: 0.0607, loss_reg: 0.0546, loss: 0.3872, grad_norm: 12.8320 2020-10-05 22:52:30,013 - mmaction - INFO - Epoch [141][12/25] lr: 1.000e-03, eta: 19:51:47, time: 0.548, data_time: 0.060, memory: 6352, loss_activity: 0.1953, loss_completeness: 0.0609, loss_reg: 0.0309, loss: 0.2871, grad_norm: 9.8852 2020-10-05 22:52:30,648 - mmaction - INFO - Epoch [141][13/25] lr: 1.000e-03, eta: 19:51:20, time: 0.583, data_time: 0.035, memory: 6352, loss_activity: 0.3103, loss_completeness: 0.0681, loss_reg: 0.0544, loss: 0.4327, grad_norm: 7.9474 2020-10-05 22:52:31,097 - mmaction - INFO - Epoch [141][14/25] lr: 1.000e-03, eta: 19:50:53, time: 0.507, data_time: 0.081, memory: 6352, loss_activity: 0.3691, loss_completeness: 0.1044, loss_reg: 0.0334, loss: 0.5069, grad_norm: 11.5299 2020-10-05 22:52:31,742 - mmaction - INFO - Epoch [141][15/25] lr: 1.000e-03, eta: 19:50:26, time: 0.546, data_time: 0.024, memory: 6352, loss_activity: 0.0631, loss_completeness: 0.0653, loss_reg: 0.0702, loss: 0.1986, grad_norm: 5.4679 2020-10-05 22:52:32,216 - mmaction - INFO - Epoch [141][16/25] lr: 1.000e-03, eta: 19:50:00, time: 0.583, data_time: 0.123, memory: 6352, loss_activity: 0.2755, loss_completeness: 0.0828, loss_reg: 0.0471, loss: 0.4054, grad_norm: 14.0817 2020-10-05 22:52:32,700 - mmaction - INFO - Epoch [141][17/25] lr: 1.000e-03, eta: 19:49:33, time: 0.475, data_time: 0.026, memory: 6352, loss_activity: 0.0440, loss_completeness: 0.0650, loss_reg: 0.0631, loss: 0.1720, grad_norm: 4.7549 2020-10-05 22:52:33,328 - mmaction - INFO - Epoch [141][18/25] lr: 1.000e-03, eta: 19:49:06, time: 0.586, data_time: 0.022, memory: 6352, loss_activity: 0.2114, loss_completeness: 0.0877, loss_reg: 0.0315, loss: 0.3306, grad_norm: 11.8822 2020-10-05 22:52:33,886 - mmaction - INFO - Epoch [141][19/25] lr: 1.000e-03, eta: 19:48:39, time: 0.564, data_time: 0.078, memory: 6352, loss_activity: 0.2895, loss_completeness: 0.0822, loss_reg: 0.0163, loss: 0.3880, grad_norm: 8.5066 2020-10-05 22:52:34,483 - mmaction - INFO - Epoch [141][20/25] lr: 1.000e-03, eta: 19:48:13, time: 0.624, data_time: 0.119, memory: 6352, loss_activity: 0.2881, loss_completeness: 0.0903, loss_reg: 0.0754, loss: 0.4537, grad_norm: 10.6784 2020-10-05 22:52:35,172 - mmaction - INFO - Epoch [141][21/25] lr: 1.000e-03, eta: 19:47:46, time: 0.649, data_time: 0.083, memory: 6352, loss_activity: 0.1526, loss_completeness: 0.0649, loss_reg: 0.0598, loss: 0.2773, grad_norm: 6.5904 2020-10-05 22:52:35,588 - mmaction - INFO - Epoch [141][22/25] lr: 1.000e-03, eta: 19:47:19, time: 0.482, data_time: 0.085, memory: 6352, loss_activity: 0.0595, loss_completeness: 0.0825, loss_reg: 0.0621, loss: 0.2041, grad_norm: 6.5328 2020-10-05 22:52:35,995 - mmaction - INFO - Epoch [141][23/25] lr: 1.000e-03, eta: 19:46:52, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.2279, loss_completeness: 0.0846, loss_reg: 0.0518, loss: 0.3643, grad_norm: 5.7589 2020-10-05 22:52:36,405 - mmaction - INFO - Epoch [141][24/25] lr: 1.000e-03, eta: 19:46:25, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.3109, loss_completeness: 0.0554, loss_reg: 0.0516, loss: 0.4179, grad_norm: 9.8627 2020-10-05 22:52:36,815 - mmaction - INFO - Epoch [141][25/25] lr: 1.000e-03, eta: 19:45:58, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.0555, loss_completeness: 0.0715, loss_reg: 0.0447, loss: 0.1717, grad_norm: 4.8872 2020-10-05 22:52:44,241 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:55:53,718 - mmaction - INFO - Epoch [142][1/25] lr: 1.000e-03, eta: 19:53:32, time: 189.367, data_time: 183.036, memory: 6352, loss_activity: 0.2314, loss_completeness: 0.0762, loss_reg: 0.0764, loss: 0.3840, grad_norm: 8.2816 2020-10-05 22:55:54,383 - mmaction - INFO - Epoch [142][2/25] lr: 1.000e-03, eta: 19:53:05, time: 0.632, data_time: 0.228, memory: 6352, loss_activity: 0.4732, loss_completeness: 0.0904, loss_reg: 0.0301, loss: 0.5937, grad_norm: 11.4541 2020-10-05 22:55:54,920 - mmaction - INFO - Epoch [142][3/25] lr: 1.000e-03, eta: 19:52:38, time: 0.609, data_time: 0.174, memory: 6352, loss_activity: 0.0151, loss_completeness: 0.0528, loss_reg: 0.0307, loss: 0.0987, grad_norm: 3.7017 2020-10-05 22:55:55,502 - mmaction - INFO - Epoch [142][4/25] lr: 1.000e-03, eta: 19:52:12, time: 0.650, data_time: 0.097, memory: 6352, loss_activity: 0.0557, loss_completeness: 0.0678, loss_reg: 0.0876, loss: 0.2111, grad_norm: 4.8298 2020-10-05 22:55:56,005 - mmaction - INFO - Epoch [142][5/25] lr: 1.000e-03, eta: 19:51:45, time: 0.485, data_time: 0.014, memory: 6352, loss_activity: 0.1486, loss_completeness: 0.0750, loss_reg: 0.0528, loss: 0.2764, grad_norm: 9.8337 2020-10-05 22:55:56,625 - mmaction - INFO - Epoch [142][6/25] lr: 1.000e-03, eta: 19:51:18, time: 0.527, data_time: 0.020, memory: 6352, loss_activity: 0.3902, loss_completeness: 0.0790, loss_reg: 0.0718, loss: 0.5410, grad_norm: 11.7620 2020-10-05 22:55:57,204 - mmaction - INFO - Epoch [142][7/25] lr: 1.000e-03, eta: 19:50:51, time: 0.663, data_time: 0.118, memory: 6352, loss_activity: 0.1870, loss_completeness: 0.0907, loss_reg: 0.0673, loss: 0.3449, grad_norm: 7.4669 2020-10-05 22:55:57,760 - mmaction - INFO - Epoch [142][8/25] lr: 1.000e-03, eta: 19:50:24, time: 0.529, data_time: 0.033, memory: 6352, loss_activity: 0.0064, loss_completeness: 0.0511, loss_reg: 0.0644, loss: 0.1218, grad_norm: 4.0347 2020-10-05 22:55:58,259 - mmaction - INFO - Epoch [142][9/25] lr: 1.000e-03, eta: 19:49:58, time: 0.543, data_time: 0.061, memory: 6352, loss_activity: 0.4445, loss_completeness: 0.0785, loss_reg: 0.0439, loss: 0.5669, grad_norm: 12.3166 2020-10-05 22:55:58,749 - mmaction - INFO - Epoch [142][10/25] lr: 1.000e-03, eta: 19:49:31, time: 0.473, data_time: 0.015, memory: 6352, loss_activity: 0.2654, loss_completeness: 0.0460, loss_reg: 0.0299, loss: 0.3413, grad_norm: 7.9735 2020-10-05 22:55:59,222 - mmaction - INFO - Epoch [142][11/25] lr: 1.000e-03, eta: 19:49:04, time: 0.493, data_time: 0.035, memory: 6352, loss_activity: 0.1171, loss_completeness: 0.0889, loss_reg: 0.0420, loss: 0.2480, grad_norm: 6.5041 2020-10-05 22:55:59,736 - mmaction - INFO - Epoch [142][12/25] lr: 1.000e-03, eta: 19:48:37, time: 0.494, data_time: 0.011, memory: 6352, loss_activity: 0.0958, loss_completeness: 0.0880, loss_reg: 0.0426, loss: 0.2264, grad_norm: 6.9473 2020-10-05 22:56:00,324 - mmaction - INFO - Epoch [142][13/25] lr: 1.000e-03, eta: 19:48:10, time: 0.591, data_time: 0.054, memory: 6352, loss_activity: 0.2095, loss_completeness: 0.0790, loss_reg: 0.0648, loss: 0.3533, grad_norm: 10.4259 2020-10-05 22:56:00,932 - mmaction - INFO - Epoch [142][14/25] lr: 1.000e-03, eta: 19:47:44, time: 0.554, data_time: 0.030, memory: 6352, loss_activity: 0.1590, loss_completeness: 0.0664, loss_reg: 0.0502, loss: 0.2755, grad_norm: 9.3813 2020-10-05 22:56:01,499 - mmaction - INFO - Epoch [142][15/25] lr: 1.000e-03, eta: 19:47:17, time: 0.595, data_time: 0.085, memory: 6352, loss_activity: 0.0569, loss_completeness: 0.0540, loss_reg: 0.0816, loss: 0.1925, grad_norm: 4.6577 2020-10-05 22:56:02,054 - mmaction - INFO - Epoch [142][16/25] lr: 1.000e-03, eta: 19:46:50, time: 0.581, data_time: 0.056, memory: 6352, loss_activity: 0.3194, loss_completeness: 0.0723, loss_reg: 0.0654, loss: 0.4571, grad_norm: 9.9021 2020-10-05 22:56:02,494 - mmaction - INFO - Epoch [142][17/25] lr: 1.000e-03, eta: 19:46:23, time: 0.443, data_time: 0.031, memory: 6352, loss_activity: 0.2231, loss_completeness: 0.0984, loss_reg: 0.0824, loss: 0.4039, grad_norm: 11.3059 2020-10-05 22:56:03,060 - mmaction - INFO - Epoch [142][18/25] lr: 1.000e-03, eta: 19:45:57, time: 0.586, data_time: 0.025, memory: 6352, loss_activity: 0.4979, loss_completeness: 0.0696, loss_reg: 0.0479, loss: 0.6154, grad_norm: 8.8920 2020-10-05 22:56:03,655 - mmaction - INFO - Epoch [142][19/25] lr: 1.000e-03, eta: 19:45:30, time: 0.554, data_time: 0.007, memory: 6352, loss_activity: 0.0227, loss_completeness: 0.0731, loss_reg: 0.0366, loss: 0.1324, grad_norm: 3.9519 2020-10-05 22:56:04,103 - mmaction - INFO - Epoch [142][20/25] lr: 1.000e-03, eta: 19:45:03, time: 0.463, data_time: 0.047, memory: 6352, loss_activity: 0.0305, loss_completeness: 0.0578, loss_reg: 0.0616, loss: 0.1499, grad_norm: 4.1525 2020-10-05 22:56:04,788 - mmaction - INFO - Epoch [142][21/25] lr: 1.000e-03, eta: 19:44:37, time: 0.576, data_time: 0.059, memory: 6352, loss_activity: 0.1617, loss_completeness: 0.0695, loss_reg: 0.0206, loss: 0.2518, grad_norm: 6.9187 2020-10-05 22:56:05,282 - mmaction - INFO - Epoch [142][22/25] lr: 1.000e-03, eta: 19:44:11, time: 0.622, data_time: 0.204, memory: 6352, loss_activity: 0.4053, loss_completeness: 0.0842, loss_reg: 0.1101, loss: 0.5996, grad_norm: 12.9832 2020-10-05 22:56:05,694 - mmaction - INFO - Epoch [142][23/25] lr: 1.000e-03, eta: 19:43:44, time: 0.415, data_time: 0.012, memory: 6352, loss_activity: 0.1128, loss_completeness: 0.0981, loss_reg: 0.0701, loss: 0.2811, grad_norm: 6.7388 2020-10-05 22:56:06,122 - mmaction - INFO - Epoch [142][24/25] lr: 1.000e-03, eta: 19:43:17, time: 0.430, data_time: 0.018, memory: 6352, loss_activity: 0.2304, loss_completeness: 0.0559, loss_reg: 0.0271, loss: 0.3134, grad_norm: 7.9552 2020-10-05 22:56:06,530 - mmaction - INFO - Epoch [142][25/25] lr: 1.000e-03, eta: 19:42:50, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.3445, loss_completeness: 0.0978, loss_reg: 0.0344, loss: 0.4767, grad_norm: 8.4939 2020-10-05 22:56:14,516 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 22:59:27,063 - mmaction - INFO - Epoch [143][1/25] lr: 1.000e-03, eta: 19:50:27, time: 192.431, data_time: 184.139, memory: 6352, loss_activity: 0.0363, loss_completeness: 0.0886, loss_reg: 0.0549, loss: 0.1798, grad_norm: 6.0447 2020-10-05 22:59:27,676 - mmaction - INFO - Epoch [143][2/25] lr: 1.000e-03, eta: 19:50:01, time: 0.711, data_time: 0.240, memory: 6352, loss_activity: 0.1679, loss_completeness: 0.0679, loss_reg: 0.0335, loss: 0.2692, grad_norm: 7.9831 2020-10-05 22:59:28,199 - mmaction - INFO - Epoch [143][3/25] lr: 1.000e-03, eta: 19:49:34, time: 0.519, data_time: 0.027, memory: 6352, loss_activity: 0.2425, loss_completeness: 0.0731, loss_reg: 0.0262, loss: 0.3418, grad_norm: 6.0422 2020-10-05 22:59:28,684 - mmaction - INFO - Epoch [143][4/25] lr: 1.000e-03, eta: 19:49:07, time: 0.495, data_time: 0.033, memory: 6352, loss_activity: 0.4460, loss_completeness: 0.0931, loss_reg: 0.0260, loss: 0.5651, grad_norm: 17.8353 2020-10-05 22:59:29,260 - mmaction - INFO - Epoch [143][5/25] lr: 1.000e-03, eta: 19:48:40, time: 0.544, data_time: 0.015, memory: 6352, loss_activity: 0.2253, loss_completeness: 0.0773, loss_reg: 0.0699, loss: 0.3725, grad_norm: 14.9002 2020-10-05 22:59:29,819 - mmaction - INFO - Epoch [143][6/25] lr: 1.000e-03, eta: 19:48:14, time: 0.566, data_time: 0.048, memory: 6352, loss_activity: 0.2631, loss_completeness: 0.0863, loss_reg: 0.0582, loss: 0.4076, grad_norm: 9.3619 2020-10-05 22:59:30,326 - mmaction - INFO - Epoch [143][7/25] lr: 1.000e-03, eta: 19:47:47, time: 0.541, data_time: 0.047, memory: 6352, loss_activity: 0.3726, loss_completeness: 0.0653, loss_reg: 0.0258, loss: 0.4637, grad_norm: 7.1274 2020-10-05 22:59:30,900 - mmaction - INFO - Epoch [143][8/25] lr: 1.000e-03, eta: 19:47:20, time: 0.552, data_time: 0.025, memory: 6352, loss_activity: 0.0191, loss_completeness: 0.1073, loss_reg: 0.0321, loss: 0.1585, grad_norm: 3.6176 2020-10-05 22:59:31,552 - mmaction - INFO - Epoch [143][9/25] lr: 1.000e-03, eta: 19:46:54, time: 0.626, data_time: 0.051, memory: 6352, loss_activity: 0.0917, loss_completeness: 0.0735, loss_reg: 0.0247, loss: 0.1899, grad_norm: 5.2084 2020-10-05 22:59:32,076 - mmaction - INFO - Epoch [143][10/25] lr: 1.000e-03, eta: 19:46:27, time: 0.538, data_time: 0.054, memory: 6352, loss_activity: 0.3624, loss_completeness: 0.0735, loss_reg: 0.0527, loss: 0.4886, grad_norm: 16.9865 2020-10-05 22:59:32,608 - mmaction - INFO - Epoch [143][11/25] lr: 1.000e-03, eta: 19:46:01, time: 0.552, data_time: 0.042, memory: 6352, loss_activity: 0.0572, loss_completeness: 0.0807, loss_reg: 0.0501, loss: 0.1880, grad_norm: 4.4914 2020-10-05 22:59:33,333 - mmaction - INFO - Epoch [143][12/25] lr: 1.000e-03, eta: 19:45:34, time: 0.586, data_time: 0.024, memory: 6352, loss_activity: 0.1444, loss_completeness: 0.0824, loss_reg: 0.0532, loss: 0.2800, grad_norm: 8.4931 2020-10-05 22:59:33,860 - mmaction - INFO - Epoch [143][13/25] lr: 1.000e-03, eta: 19:45:08, time: 0.632, data_time: 0.174, memory: 6352, loss_activity: 0.0649, loss_completeness: 0.0644, loss_reg: 0.0639, loss: 0.1931, grad_norm: 4.6799 2020-10-05 22:59:34,410 - mmaction - INFO - Epoch [143][14/25] lr: 1.000e-03, eta: 19:44:42, time: 0.598, data_time: 0.054, memory: 6352, loss_activity: 0.3510, loss_completeness: 0.0577, loss_reg: 0.0303, loss: 0.4390, grad_norm: 12.3151 2020-10-05 22:59:34,992 - mmaction - INFO - Epoch [143][15/25] lr: 1.000e-03, eta: 19:44:15, time: 0.571, data_time: 0.023, memory: 6352, loss_activity: 0.4031, loss_completeness: 0.0580, loss_reg: 0.0463, loss: 0.5074, grad_norm: 7.9936 2020-10-05 22:59:35,550 - mmaction - INFO - Epoch [143][16/25] lr: 1.000e-03, eta: 19:43:49, time: 0.501, data_time: 0.018, memory: 6352, loss_activity: 0.1958, loss_completeness: 0.0539, loss_reg: 0.0473, loss: 0.2969, grad_norm: 10.8139 2020-10-05 22:59:36,192 - mmaction - INFO - Epoch [143][17/25] lr: 1.000e-03, eta: 19:43:22, time: 0.636, data_time: 0.073, memory: 6352, loss_activity: 0.1824, loss_completeness: 0.0793, loss_reg: 0.0930, loss: 0.3548, grad_norm: 4.8517 2020-10-05 22:59:36,687 - mmaction - INFO - Epoch [143][18/25] lr: 1.000e-03, eta: 19:42:56, time: 0.528, data_time: 0.081, memory: 6352, loss_activity: 0.3163, loss_completeness: 0.0677, loss_reg: 0.1142, loss: 0.4981, grad_norm: 9.1497 2020-10-05 22:59:37,191 - mmaction - INFO - Epoch [143][19/25] lr: 1.000e-03, eta: 19:42:29, time: 0.496, data_time: 0.047, memory: 6352, loss_activity: 0.1325, loss_completeness: 0.0421, loss_reg: 0.0619, loss: 0.2364, grad_norm: 4.6214 2020-10-05 22:59:37,791 - mmaction - INFO - Epoch [143][20/25] lr: 1.000e-03, eta: 19:42:03, time: 0.646, data_time: 0.113, memory: 6352, loss_activity: 0.2196, loss_completeness: 0.0978, loss_reg: 0.0417, loss: 0.3591, grad_norm: 11.3249 2020-10-05 22:59:38,353 - mmaction - INFO - Epoch [143][21/25] lr: 1.000e-03, eta: 19:41:37, time: 0.548, data_time: 0.051, memory: 6352, loss_activity: 0.3612, loss_completeness: 0.0703, loss_reg: 0.0326, loss: 0.4641, grad_norm: 9.7051 2020-10-05 22:59:38,872 - mmaction - INFO - Epoch [143][22/25] lr: 1.000e-03, eta: 19:41:10, time: 0.534, data_time: 0.020, memory: 6352, loss_activity: 0.1460, loss_completeness: 0.0815, loss_reg: 0.0694, loss: 0.2970, grad_norm: 7.4165 2020-10-05 22:59:39,281 - mmaction - INFO - Epoch [143][23/25] lr: 1.000e-03, eta: 19:40:43, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 0.1429, loss_completeness: 0.0939, loss_reg: 0.0369, loss: 0.2737, grad_norm: 11.1843 2020-10-05 22:59:39,695 - mmaction - INFO - Epoch [143][24/25] lr: 1.000e-03, eta: 19:40:17, time: 0.413, data_time: 0.005, memory: 6352, loss_activity: 0.1386, loss_completeness: 0.0951, loss_reg: 0.0927, loss: 0.3263, grad_norm: 8.0753 2020-10-05 22:59:40,104 - mmaction - INFO - Epoch [143][25/25] lr: 1.000e-03, eta: 19:39:50, time: 0.407, data_time: 0.006, memory: 6352, loss_activity: 0.1396, loss_completeness: 0.0729, loss_reg: 0.0489, loss: 0.2614, grad_norm: 10.9799 2020-10-05 22:59:47,236 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:02:59,998 - mmaction - INFO - Epoch [144][1/25] lr: 1.000e-03, eta: 19:47:22, time: 192.418, data_time: 187.695, memory: 6352, loss_activity: 0.1948, loss_completeness: 0.0685, loss_reg: 0.0418, loss: 0.3050, grad_norm: 8.0125 2020-10-05 23:03:00,647 - mmaction - INFO - Epoch [144][2/25] lr: 1.000e-03, eta: 19:46:57, time: 0.887, data_time: 0.432, memory: 6352, loss_activity: 0.2395, loss_completeness: 0.0873, loss_reg: 0.0535, loss: 0.3803, grad_norm: 10.3244 2020-10-05 23:03:01,155 - mmaction - INFO - Epoch [144][3/25] lr: 1.000e-03, eta: 19:46:30, time: 0.585, data_time: 0.110, memory: 6352, loss_activity: 0.1208, loss_completeness: 0.0646, loss_reg: 0.0371, loss: 0.2225, grad_norm: 7.0137 2020-10-05 23:03:01,770 - mmaction - INFO - Epoch [144][4/25] lr: 1.000e-03, eta: 19:46:04, time: 0.640, data_time: 0.085, memory: 6352, loss_activity: 0.2495, loss_completeness: 0.0807, loss_reg: 0.0716, loss: 0.4018, grad_norm: 8.0825 2020-10-05 23:03:02,354 - mmaction - INFO - Epoch [144][5/25] lr: 1.000e-03, eta: 19:45:37, time: 0.532, data_time: 0.016, memory: 6352, loss_activity: 0.0964, loss_completeness: 0.0692, loss_reg: 0.0660, loss: 0.2316, grad_norm: 7.1240 2020-10-05 23:03:02,862 - mmaction - INFO - Epoch [144][6/25] lr: 1.000e-03, eta: 19:45:11, time: 0.502, data_time: 0.060, memory: 6352, loss_activity: 0.2546, loss_completeness: 0.0442, loss_reg: 0.0785, loss: 0.3773, grad_norm: 14.5315 2020-10-05 23:03:03,355 - mmaction - INFO - Epoch [144][7/25] lr: 1.000e-03, eta: 19:44:44, time: 0.518, data_time: 0.065, memory: 6352, loss_activity: 0.1967, loss_completeness: 0.0574, loss_reg: 0.0535, loss: 0.3076, grad_norm: 6.5509 2020-10-05 23:03:03,960 - mmaction - INFO - Epoch [144][8/25] lr: 1.000e-03, eta: 19:44:18, time: 0.579, data_time: 0.051, memory: 6352, loss_activity: 0.0800, loss_completeness: 0.0684, loss_reg: 0.0435, loss: 0.1920, grad_norm: 5.8545 2020-10-05 23:03:04,519 - mmaction - INFO - Epoch [144][9/25] lr: 1.000e-03, eta: 19:43:52, time: 0.574, data_time: 0.066, memory: 6352, loss_activity: 0.4647, loss_completeness: 0.0609, loss_reg: 0.0704, loss: 0.5960, grad_norm: 14.4132 2020-10-05 23:03:05,035 - mmaction - INFO - Epoch [144][10/25] lr: 1.000e-03, eta: 19:43:25, time: 0.528, data_time: 0.052, memory: 6352, loss_activity: 0.0735, loss_completeness: 0.0790, loss_reg: 0.0884, loss: 0.2409, grad_norm: 4.9578 2020-10-05 23:03:05,637 - mmaction - INFO - Epoch [144][11/25] lr: 1.000e-03, eta: 19:42:59, time: 0.528, data_time: 0.038, memory: 6352, loss_activity: 0.2980, loss_completeness: 0.0617, loss_reg: 0.0725, loss: 0.4322, grad_norm: 8.4474 2020-10-05 23:03:06,259 - mmaction - INFO - Epoch [144][12/25] lr: 1.000e-03, eta: 19:42:32, time: 0.599, data_time: 0.114, memory: 6352, loss_activity: 0.1179, loss_completeness: 0.0519, loss_reg: 0.0582, loss: 0.2281, grad_norm: 11.2177 2020-10-05 23:03:06,850 - mmaction - INFO - Epoch [144][13/25] lr: 1.000e-03, eta: 19:42:07, time: 0.719, data_time: 0.143, memory: 6352, loss_activity: 0.1334, loss_completeness: 0.0674, loss_reg: 0.0384, loss: 0.2392, grad_norm: 6.4253 2020-10-05 23:03:07,385 - mmaction - INFO - Epoch [144][14/25] lr: 1.000e-03, eta: 19:41:40, time: 0.536, data_time: 0.030, memory: 6352, loss_activity: 0.0757, loss_completeness: 0.0950, loss_reg: 0.0173, loss: 0.1880, grad_norm: 5.0610 2020-10-05 23:03:07,863 - mmaction - INFO - Epoch [144][15/25] lr: 1.000e-03, eta: 19:41:14, time: 0.449, data_time: 0.022, memory: 6352, loss_activity: 0.2567, loss_completeness: 0.0741, loss_reg: 0.0377, loss: 0.3685, grad_norm: 10.6120 2020-10-05 23:03:08,498 - mmaction - INFO - Epoch [144][16/25] lr: 1.000e-03, eta: 19:40:47, time: 0.567, data_time: 0.043, memory: 6352, loss_activity: 0.1132, loss_completeness: 0.0789, loss_reg: 0.0319, loss: 0.2239, grad_norm: 6.1397 2020-10-05 23:03:09,058 - mmaction - INFO - Epoch [144][17/25] lr: 1.000e-03, eta: 19:40:21, time: 0.553, data_time: 0.108, memory: 6352, loss_activity: 0.4187, loss_completeness: 0.0608, loss_reg: 0.1004, loss: 0.5799, grad_norm: 10.1712 2020-10-05 23:03:09,720 - mmaction - INFO - Epoch [144][18/25] lr: 1.000e-03, eta: 19:39:55, time: 0.643, data_time: 0.110, memory: 6352, loss_activity: 0.3703, loss_completeness: 0.0604, loss_reg: 0.0315, loss: 0.4621, grad_norm: 13.5539 2020-10-05 23:03:10,236 - mmaction - INFO - Epoch [144][19/25] lr: 1.000e-03, eta: 19:39:29, time: 0.552, data_time: 0.129, memory: 6352, loss_activity: 0.3408, loss_completeness: 0.0756, loss_reg: 0.0642, loss: 0.4806, grad_norm: 14.3458 2020-10-05 23:03:10,860 - mmaction - INFO - Epoch [144][20/25] lr: 1.000e-03, eta: 19:39:02, time: 0.591, data_time: 0.155, memory: 6352, loss_activity: 0.4677, loss_completeness: 0.0754, loss_reg: 0.0735, loss: 0.6166, grad_norm: 9.1957 2020-10-05 23:03:11,427 - mmaction - INFO - Epoch [144][21/25] lr: 1.000e-03, eta: 19:38:36, time: 0.672, data_time: 0.211, memory: 6352, loss_activity: 0.1898, loss_completeness: 0.0684, loss_reg: 0.0422, loss: 0.3004, grad_norm: 8.2035 2020-10-05 23:03:11,871 - mmaction - INFO - Epoch [144][22/25] lr: 1.000e-03, eta: 19:38:10, time: 0.459, data_time: 0.038, memory: 6352, loss_activity: 0.2630, loss_completeness: 0.0580, loss_reg: 0.0355, loss: 0.3565, grad_norm: 8.1175 2020-10-05 23:03:12,281 - mmaction - INFO - Epoch [144][23/25] lr: 1.000e-03, eta: 19:37:43, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.1032, loss_completeness: 0.0816, loss_reg: 0.0527, loss: 0.2376, grad_norm: 12.8577 2020-10-05 23:03:12,689 - mmaction - INFO - Epoch [144][24/25] lr: 1.000e-03, eta: 19:37:17, time: 0.408, data_time: 0.003, memory: 6352, loss_activity: 0.0907, loss_completeness: 0.0684, loss_reg: 0.0181, loss: 0.1772, grad_norm: 6.6693 2020-10-05 23:03:13,103 - mmaction - INFO - Epoch [144][25/25] lr: 1.000e-03, eta: 19:36:50, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.2876, loss_completeness: 0.0472, loss_reg: 0.0431, loss: 0.3778, grad_norm: 10.7671 2020-10-05 23:03:22,165 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:06:36,084 - mmaction - INFO - Epoch [145][1/25] lr: 1.000e-03, eta: 19:44:22, time: 193.793, data_time: 187.675, memory: 6352, loss_activity: 0.2212, loss_completeness: 0.0732, loss_reg: 0.0881, loss: 0.3826, grad_norm: 8.7448 2020-10-05 23:06:36,683 - mmaction - INFO - Epoch [145][2/25] lr: 1.000e-03, eta: 19:43:56, time: 0.651, data_time: 0.237, memory: 6352, loss_activity: 0.7143, loss_completeness: 0.0903, loss_reg: 0.0450, loss: 0.8495, grad_norm: 11.8621 2020-10-05 23:06:37,153 - mmaction - INFO - Epoch [145][3/25] lr: 1.000e-03, eta: 19:43:29, time: 0.535, data_time: 0.078, memory: 6352, loss_activity: 0.2666, loss_completeness: 0.0625, loss_reg: 0.0652, loss: 0.3943, grad_norm: 15.8894 2020-10-05 23:06:37,713 - mmaction - INFO - Epoch [145][4/25] lr: 1.000e-03, eta: 19:43:03, time: 0.560, data_time: 0.016, memory: 6352, loss_activity: 0.5289, loss_completeness: 0.0742, loss_reg: 0.0555, loss: 0.6586, grad_norm: 15.6553 2020-10-05 23:06:38,287 - mmaction - INFO - Epoch [145][5/25] lr: 1.000e-03, eta: 19:42:37, time: 0.578, data_time: 0.014, memory: 6352, loss_activity: 0.2142, loss_completeness: 0.0839, loss_reg: 0.0851, loss: 0.3832, grad_norm: 8.5172 2020-10-05 23:06:38,869 - mmaction - INFO - Epoch [145][6/25] lr: 1.000e-03, eta: 19:42:10, time: 0.554, data_time: 0.007, memory: 6352, loss_activity: 0.0722, loss_completeness: 0.0869, loss_reg: 0.0843, loss: 0.2434, grad_norm: 9.1276 2020-10-05 23:06:39,393 - mmaction - INFO - Epoch [145][7/25] lr: 1.000e-03, eta: 19:41:44, time: 0.527, data_time: 0.034, memory: 6352, loss_activity: 0.1613, loss_completeness: 0.0715, loss_reg: 0.0549, loss: 0.2877, grad_norm: 6.7232 2020-10-05 23:06:40,014 - mmaction - INFO - Epoch [145][8/25] lr: 1.000e-03, eta: 19:41:18, time: 0.635, data_time: 0.030, memory: 6352, loss_activity: 0.0476, loss_completeness: 0.0405, loss_reg: 0.0220, loss: 0.1100, grad_norm: 3.9788 2020-10-05 23:06:40,553 - mmaction - INFO - Epoch [145][9/25] lr: 1.000e-03, eta: 19:40:52, time: 0.511, data_time: 0.056, memory: 6352, loss_activity: 0.3271, loss_completeness: 0.0801, loss_reg: 0.0163, loss: 0.4235, grad_norm: 8.6271 2020-10-05 23:06:41,100 - mmaction - INFO - Epoch [145][10/25] lr: 1.000e-03, eta: 19:40:25, time: 0.562, data_time: 0.063, memory: 6352, loss_activity: 0.2929, loss_completeness: 0.0735, loss_reg: 0.0559, loss: 0.4222, grad_norm: 8.1116 2020-10-05 23:06:41,605 - mmaction - INFO - Epoch [145][11/25] lr: 1.000e-03, eta: 19:39:59, time: 0.502, data_time: 0.031, memory: 6352, loss_activity: 0.2370, loss_completeness: 0.0619, loss_reg: 0.0394, loss: 0.3383, grad_norm: 12.9240 2020-10-05 23:06:42,220 - mmaction - INFO - Epoch [145][12/25] lr: 1.000e-03, eta: 19:39:33, time: 0.598, data_time: 0.035, memory: 6352, loss_activity: 0.6397, loss_completeness: 0.0921, loss_reg: 0.0659, loss: 0.7976, grad_norm: 24.0889 2020-10-05 23:06:42,924 - mmaction - INFO - Epoch [145][13/25] lr: 1.000e-03, eta: 19:39:07, time: 0.660, data_time: 0.053, memory: 6352, loss_activity: 0.0658, loss_completeness: 0.0674, loss_reg: 0.0658, loss: 0.1991, grad_norm: 4.7118 2020-10-05 23:06:43,469 - mmaction - INFO - Epoch [145][14/25] lr: 1.000e-03, eta: 19:38:41, time: 0.559, data_time: 0.098, memory: 6352, loss_activity: 0.0682, loss_completeness: 0.0757, loss_reg: 0.0547, loss: 0.1986, grad_norm: 5.0094 2020-10-05 23:06:44,020 - mmaction - INFO - Epoch [145][15/25] lr: 1.000e-03, eta: 19:38:15, time: 0.628, data_time: 0.083, memory: 6352, loss_activity: 0.0706, loss_completeness: 0.0678, loss_reg: 0.0509, loss: 0.1893, grad_norm: 4.9041 2020-10-05 23:06:44,502 - mmaction - INFO - Epoch [145][16/25] lr: 1.000e-03, eta: 19:37:49, time: 0.465, data_time: 0.016, memory: 6352, loss_activity: 0.4911, loss_completeness: 0.0790, loss_reg: 0.0472, loss: 0.6173, grad_norm: 9.3933 2020-10-05 23:06:45,077 - mmaction - INFO - Epoch [145][17/25] lr: 1.000e-03, eta: 19:37:23, time: 0.592, data_time: 0.023, memory: 6352, loss_activity: 0.0810, loss_completeness: 0.0806, loss_reg: 0.0399, loss: 0.2015, grad_norm: 5.0893 2020-10-05 23:06:45,636 - mmaction - INFO - Epoch [145][18/25] lr: 1.000e-03, eta: 19:36:56, time: 0.483, data_time: 0.026, memory: 6352, loss_activity: 0.1180, loss_completeness: 0.0525, loss_reg: 0.0360, loss: 0.2066, grad_norm: 8.8000 2020-10-05 23:06:46,256 - mmaction - INFO - Epoch [145][19/25] lr: 1.000e-03, eta: 19:36:30, time: 0.577, data_time: 0.088, memory: 6352, loss_activity: 0.3269, loss_completeness: 0.0747, loss_reg: 0.0551, loss: 0.4567, grad_norm: 14.0428 2020-10-05 23:06:46,934 - mmaction - INFO - Epoch [145][20/25] lr: 1.000e-03, eta: 19:36:05, time: 0.786, data_time: 0.199, memory: 6352, loss_activity: 0.3220, loss_completeness: 0.0842, loss_reg: 0.0564, loss: 0.4626, grad_norm: 7.6505 2020-10-05 23:06:47,418 - mmaction - INFO - Epoch [145][21/25] lr: 1.000e-03, eta: 19:35:38, time: 0.487, data_time: 0.070, memory: 6352, loss_activity: 0.1774, loss_completeness: 0.0914, loss_reg: 0.0642, loss: 0.3329, grad_norm: 7.9845 2020-10-05 23:06:47,931 - mmaction - INFO - Epoch [145][22/25] lr: 1.000e-03, eta: 19:35:12, time: 0.520, data_time: 0.014, memory: 6352, loss_activity: 0.5109, loss_completeness: 0.0674, loss_reg: 0.0334, loss: 0.6117, grad_norm: 15.9473 2020-10-05 23:06:48,340 - mmaction - INFO - Epoch [145][23/25] lr: 1.000e-03, eta: 19:34:46, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.0608, loss_completeness: 0.0570, loss_reg: 0.0097, loss: 0.1275, grad_norm: 4.9838 2020-10-05 23:06:48,748 - mmaction - INFO - Epoch [145][24/25] lr: 1.000e-03, eta: 19:34:20, time: 0.409, data_time: 0.008, memory: 6352, loss_activity: 0.2460, loss_completeness: 0.0657, loss_reg: 0.0675, loss: 0.3792, grad_norm: 11.2322 2020-10-05 23:06:49,159 - mmaction - INFO - Epoch [145][25/25] lr: 1.000e-03, eta: 19:33:53, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.0167, loss_completeness: 0.0603, loss_reg: 0.0291, loss: 0.1061, grad_norm: 3.2520 2020-10-05 23:06:57,298 - mmaction - INFO - Saving checkpoint at 145 epochs 2020-10-05 23:06:57,740 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:09:53,688 - mmaction - INFO - Epoch [146][1/25] lr: 1.000e-03, eta: 19:40:36, time: 175.817, data_time: 172.269, memory: 6352, loss_activity: 0.0753, loss_completeness: 0.0620, loss_reg: 0.0483, loss: 0.1856, grad_norm: 5.8447 2020-10-05 23:09:54,338 - mmaction - INFO - Epoch [146][2/25] lr: 1.000e-03, eta: 19:40:10, time: 0.733, data_time: 0.239, memory: 6352, loss_activity: 0.3336, loss_completeness: 0.1012, loss_reg: 0.0595, loss: 0.4942, grad_norm: 9.8116 2020-10-05 23:09:54,805 - mmaction - INFO - Epoch [146][3/25] lr: 1.000e-03, eta: 19:39:44, time: 0.490, data_time: 0.052, memory: 6352, loss_activity: 0.1851, loss_completeness: 0.0733, loss_reg: 0.0459, loss: 0.3043, grad_norm: 9.4343 2020-10-05 23:09:55,390 - mmaction - INFO - Epoch [146][4/25] lr: 1.000e-03, eta: 19:39:18, time: 0.568, data_time: 0.028, memory: 6352, loss_activity: 0.5095, loss_completeness: 0.0836, loss_reg: 0.0521, loss: 0.6452, grad_norm: 11.1779 2020-10-05 23:09:55,907 - mmaction - INFO - Epoch [146][5/25] lr: 1.000e-03, eta: 19:38:52, time: 0.536, data_time: 0.045, memory: 6352, loss_activity: 0.0530, loss_completeness: 0.0612, loss_reg: 0.0577, loss: 0.1719, grad_norm: 5.1877 2020-10-05 23:09:56,445 - mmaction - INFO - Epoch [146][6/25] lr: 1.000e-03, eta: 19:38:26, time: 0.532, data_time: 0.030, memory: 6352, loss_activity: 0.4069, loss_completeness: 0.0721, loss_reg: 0.0576, loss: 0.5367, grad_norm: 15.7919 2020-10-05 23:09:57,116 - mmaction - INFO - Epoch [146][7/25] lr: 1.000e-03, eta: 19:38:00, time: 0.684, data_time: 0.051, memory: 6352, loss_activity: 0.1096, loss_completeness: 0.0381, loss_reg: 0.0566, loss: 0.2044, grad_norm: 4.2953 2020-10-05 23:09:57,635 - mmaction - INFO - Epoch [146][8/25] lr: 1.000e-03, eta: 19:37:34, time: 0.479, data_time: 0.028, memory: 6352, loss_activity: 0.1144, loss_completeness: 0.0500, loss_reg: 0.0316, loss: 0.1961, grad_norm: 5.4136 2020-10-05 23:09:58,153 - mmaction - INFO - Epoch [146][9/25] lr: 1.000e-03, eta: 19:37:08, time: 0.557, data_time: 0.063, memory: 6352, loss_activity: 0.3487, loss_completeness: 0.1002, loss_reg: 0.0577, loss: 0.5066, grad_norm: 13.8677 2020-10-05 23:09:58,879 - mmaction - INFO - Epoch [146][10/25] lr: 1.000e-03, eta: 19:36:42, time: 0.564, data_time: 0.020, memory: 6352, loss_activity: 0.3122, loss_completeness: 0.0716, loss_reg: 0.0532, loss: 0.4371, grad_norm: 9.0582 2020-10-05 23:09:59,392 - mmaction - INFO - Epoch [146][11/25] lr: 1.000e-03, eta: 19:36:16, time: 0.689, data_time: 0.183, memory: 6352, loss_activity: 0.0494, loss_completeness: 0.0565, loss_reg: 0.0345, loss: 0.1404, grad_norm: 6.0392 2020-10-05 23:09:59,884 - mmaction - INFO - Epoch [146][12/25] lr: 1.000e-03, eta: 19:35:50, time: 0.428, data_time: 0.011, memory: 6352, loss_activity: 0.2312, loss_completeness: 0.0708, loss_reg: 0.0739, loss: 0.3758, grad_norm: 10.6813 2020-10-05 23:10:00,447 - mmaction - INFO - Epoch [146][13/25] lr: 1.000e-03, eta: 19:35:24, time: 0.627, data_time: 0.071, memory: 6352, loss_activity: 0.1016, loss_completeness: 0.0616, loss_reg: 0.0373, loss: 0.2005, grad_norm: 9.4718 2020-10-05 23:10:00,934 - mmaction - INFO - Epoch [146][14/25] lr: 1.000e-03, eta: 19:34:58, time: 0.471, data_time: 0.006, memory: 6352, loss_activity: 0.2159, loss_completeness: 0.0465, loss_reg: 0.0436, loss: 0.3060, grad_norm: 7.6013 2020-10-05 23:10:01,470 - mmaction - INFO - Epoch [146][15/25] lr: 1.000e-03, eta: 19:34:32, time: 0.537, data_time: 0.022, memory: 6352, loss_activity: 0.1363, loss_completeness: 0.0782, loss_reg: 0.0528, loss: 0.2672, grad_norm: 6.2526 2020-10-05 23:10:02,016 - mmaction - INFO - Epoch [146][16/25] lr: 1.000e-03, eta: 19:34:06, time: 0.548, data_time: 0.021, memory: 6352, loss_activity: 0.4144, loss_completeness: 0.0911, loss_reg: 0.0495, loss: 0.5550, grad_norm: 11.7796 2020-10-05 23:10:02,625 - mmaction - INFO - Epoch [146][17/25] lr: 1.000e-03, eta: 19:33:40, time: 0.577, data_time: 0.018, memory: 6352, loss_activity: 0.1385, loss_completeness: 0.0901, loss_reg: 0.0321, loss: 0.2607, grad_norm: 13.0325 2020-10-05 23:10:03,158 - mmaction - INFO - Epoch [146][18/25] lr: 1.000e-03, eta: 19:33:14, time: 0.538, data_time: 0.050, memory: 6352, loss_activity: 0.1417, loss_completeness: 0.0639, loss_reg: 0.0556, loss: 0.2612, grad_norm: 10.0896 2020-10-05 23:10:03,714 - mmaction - INFO - Epoch [146][19/25] lr: 1.000e-03, eta: 19:32:48, time: 0.596, data_time: 0.046, memory: 6352, loss_activity: 0.0567, loss_completeness: 0.0679, loss_reg: 0.0506, loss: 0.1753, grad_norm: 4.4650 2020-10-05 23:10:04,301 - mmaction - INFO - Epoch [146][20/25] lr: 1.000e-03, eta: 19:32:22, time: 0.565, data_time: 0.042, memory: 6352, loss_activity: 0.2721, loss_completeness: 0.0678, loss_reg: 0.0379, loss: 0.3779, grad_norm: 9.3704 2020-10-05 23:10:05,001 - mmaction - INFO - Epoch [146][21/25] lr: 1.000e-03, eta: 19:31:56, time: 0.641, data_time: 0.075, memory: 6352, loss_activity: 0.2232, loss_completeness: 0.0635, loss_reg: 0.0586, loss: 0.3453, grad_norm: 9.3814 2020-10-05 23:10:05,420 - mmaction - INFO - Epoch [146][22/25] lr: 1.000e-03, eta: 19:31:30, time: 0.500, data_time: 0.088, memory: 6352, loss_activity: 0.2516, loss_completeness: 0.0960, loss_reg: 0.0704, loss: 0.4180, grad_norm: 8.7487 2020-10-05 23:10:05,838 - mmaction - INFO - Epoch [146][23/25] lr: 1.000e-03, eta: 19:31:04, time: 0.417, data_time: 0.005, memory: 6352, loss_activity: 0.3193, loss_completeness: 0.0922, loss_reg: 0.0279, loss: 0.4394, grad_norm: 9.3703 2020-10-05 23:10:06,248 - mmaction - INFO - Epoch [146][24/25] lr: 1.000e-03, eta: 19:30:38, time: 0.409, data_time: 0.004, memory: 6352, loss_activity: 0.3739, loss_completeness: 0.0765, loss_reg: 0.0756, loss: 0.5260, grad_norm: 17.7420 2020-10-05 23:10:06,658 - mmaction - INFO - Epoch [146][25/25] lr: 1.000e-03, eta: 19:30:12, time: 0.411, data_time: 0.006, memory: 6352, loss_activity: 0.1056, loss_completeness: 0.0437, loss_reg: 0.0145, loss: 0.1638, grad_norm: 4.1927 2020-10-05 23:10:14,685 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:13:16,792 - mmaction - INFO - Epoch [147][1/25] lr: 1.000e-03, eta: 19:37:06, time: 182.007, data_time: 176.831, memory: 6352, loss_activity: 0.2157, loss_completeness: 0.0867, loss_reg: 0.0630, loss: 0.3654, grad_norm: 14.5795 2020-10-05 23:13:17,482 - mmaction - INFO - Epoch [147][2/25] lr: 1.000e-03, eta: 19:36:40, time: 0.737, data_time: 0.217, memory: 6352, loss_activity: 0.1322, loss_completeness: 0.0807, loss_reg: 0.0543, loss: 0.2672, grad_norm: 6.4493 2020-10-05 23:13:18,036 - mmaction - INFO - Epoch [147][3/25] lr: 1.000e-03, eta: 19:36:14, time: 0.490, data_time: 0.067, memory: 6352, loss_activity: 0.3896, loss_completeness: 0.0487, loss_reg: 0.0434, loss: 0.4816, grad_norm: 16.5354 2020-10-05 23:13:18,559 - mmaction - INFO - Epoch [147][4/25] lr: 1.000e-03, eta: 19:35:48, time: 0.614, data_time: 0.129, memory: 6352, loss_activity: 0.2360, loss_completeness: 0.0882, loss_reg: 0.0588, loss: 0.3830, grad_norm: 11.3108 2020-10-05 23:13:19,018 - mmaction - INFO - Epoch [147][5/25] lr: 1.000e-03, eta: 19:35:22, time: 0.455, data_time: 0.034, memory: 6352, loss_activity: 0.2135, loss_completeness: 0.0482, loss_reg: 0.0326, loss: 0.2943, grad_norm: 7.2948 2020-10-05 23:13:19,634 - mmaction - INFO - Epoch [147][6/25] lr: 1.000e-03, eta: 19:34:56, time: 0.552, data_time: 0.035, memory: 6352, loss_activity: 0.0441, loss_completeness: 0.0692, loss_reg: 0.0313, loss: 0.1446, grad_norm: 4.5456 2020-10-05 23:13:20,185 - mmaction - INFO - Epoch [147][7/25] lr: 1.000e-03, eta: 19:34:30, time: 0.561, data_time: 0.097, memory: 6352, loss_activity: 0.4568, loss_completeness: 0.0691, loss_reg: 0.0539, loss: 0.5799, grad_norm: 13.4122 2020-10-05 23:13:20,678 - mmaction - INFO - Epoch [147][8/25] lr: 1.000e-03, eta: 19:34:04, time: 0.552, data_time: 0.085, memory: 6352, loss_activity: 0.3877, loss_completeness: 0.0774, loss_reg: 0.0390, loss: 0.5042, grad_norm: 14.8258 2020-10-05 23:13:21,211 - mmaction - INFO - Epoch [147][9/25] lr: 1.000e-03, eta: 19:33:38, time: 0.537, data_time: 0.024, memory: 6352, loss_activity: 0.2279, loss_completeness: 0.0809, loss_reg: 0.0690, loss: 0.3778, grad_norm: 18.5756 2020-10-05 23:13:21,886 - mmaction - INFO - Epoch [147][10/25] lr: 1.000e-03, eta: 19:33:13, time: 0.643, data_time: 0.023, memory: 6352, loss_activity: 0.1262, loss_completeness: 0.0760, loss_reg: 0.0392, loss: 0.2414, grad_norm: 11.6509 2020-10-05 23:13:22,425 - mmaction - INFO - Epoch [147][11/25] lr: 1.000e-03, eta: 19:32:47, time: 0.475, data_time: 0.054, memory: 6352, loss_activity: 0.2846, loss_completeness: 0.0741, loss_reg: 0.0347, loss: 0.3934, grad_norm: 9.0852 2020-10-05 23:13:22,884 - mmaction - INFO - Epoch [147][12/25] lr: 1.000e-03, eta: 19:32:21, time: 0.555, data_time: 0.121, memory: 6352, loss_activity: 0.0880, loss_completeness: 0.0920, loss_reg: 0.0459, loss: 0.2259, grad_norm: 5.6796 2020-10-05 23:13:23,448 - mmaction - INFO - Epoch [147][13/25] lr: 1.000e-03, eta: 19:31:55, time: 0.581, data_time: 0.027, memory: 6352, loss_activity: 0.3106, loss_completeness: 0.0588, loss_reg: 0.0609, loss: 0.4302, grad_norm: 9.9778 2020-10-05 23:13:24,057 - mmaction - INFO - Epoch [147][14/25] lr: 1.000e-03, eta: 19:31:30, time: 0.609, data_time: 0.028, memory: 6352, loss_activity: 0.1744, loss_completeness: 0.0373, loss_reg: 0.0360, loss: 0.2477, grad_norm: 15.2797 2020-10-05 23:13:24,484 - mmaction - INFO - Epoch [147][15/25] lr: 1.000e-03, eta: 19:31:03, time: 0.418, data_time: 0.005, memory: 6352, loss_activity: 0.2087, loss_completeness: 0.0886, loss_reg: 0.0668, loss: 0.3642, grad_norm: 8.2092 2020-10-05 23:13:25,069 - mmaction - INFO - Epoch [147][16/25] lr: 1.000e-03, eta: 19:30:38, time: 0.529, data_time: 0.016, memory: 6352, loss_activity: 0.0579, loss_completeness: 0.0566, loss_reg: 0.0269, loss: 0.1415, grad_norm: 3.5853 2020-10-05 23:13:25,547 - mmaction - INFO - Epoch [147][17/25] lr: 1.000e-03, eta: 19:30:12, time: 0.543, data_time: 0.078, memory: 6352, loss_activity: 0.0743, loss_completeness: 0.0612, loss_reg: 0.0249, loss: 0.1604, grad_norm: 6.1085 2020-10-05 23:13:26,092 - mmaction - INFO - Epoch [147][18/25] lr: 1.000e-03, eta: 19:29:46, time: 0.482, data_time: 0.006, memory: 6352, loss_activity: 0.5121, loss_completeness: 0.0638, loss_reg: 0.0152, loss: 0.5911, grad_norm: 13.8312 2020-10-05 23:13:26,608 - mmaction - INFO - Epoch [147][19/25] lr: 1.000e-03, eta: 19:29:20, time: 0.540, data_time: 0.069, memory: 6352, loss_activity: 0.5678, loss_completeness: 0.1026, loss_reg: 0.0622, loss: 0.7326, grad_norm: 21.7186 2020-10-05 23:13:27,134 - mmaction - INFO - Epoch [147][20/25] lr: 1.000e-03, eta: 19:28:54, time: 0.526, data_time: 0.047, memory: 6352, loss_activity: 0.1586, loss_completeness: 0.0877, loss_reg: 0.0501, loss: 0.2965, grad_norm: 7.0326 2020-10-05 23:13:27,757 - mmaction - INFO - Epoch [147][21/25] lr: 1.000e-03, eta: 19:28:29, time: 0.660, data_time: 0.110, memory: 6352, loss_activity: 0.0596, loss_completeness: 0.0944, loss_reg: 0.0491, loss: 0.2031, grad_norm: 5.4695 2020-10-05 23:13:28,207 - mmaction - INFO - Epoch [147][22/25] lr: 1.000e-03, eta: 19:28:03, time: 0.451, data_time: 0.047, memory: 6352, loss_activity: 0.2075, loss_completeness: 0.0381, loss_reg: 0.0435, loss: 0.2891, grad_norm: 9.3452 2020-10-05 23:13:28,619 - mmaction - INFO - Epoch [147][23/25] lr: 1.000e-03, eta: 19:27:37, time: 0.412, data_time: 0.007, memory: 6352, loss_activity: 0.3037, loss_completeness: 0.0709, loss_reg: 0.0436, loss: 0.4182, grad_norm: 8.8331 2020-10-05 23:13:29,029 - mmaction - INFO - Epoch [147][24/25] lr: 1.000e-03, eta: 19:27:11, time: 0.410, data_time: 0.008, memory: 6352, loss_activity: 0.3029, loss_completeness: 0.0744, loss_reg: 0.0411, loss: 0.4184, grad_norm: 10.2520 2020-10-05 23:13:29,438 - mmaction - INFO - Epoch [147][25/25] lr: 1.000e-03, eta: 19:26:45, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.1239, loss_completeness: 0.0803, loss_reg: 0.0485, loss: 0.2528, grad_norm: 7.4347 2020-10-05 23:13:38,219 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:16:46,885 - mmaction - INFO - Epoch [148][1/25] lr: 1.000e-03, eta: 19:33:50, time: 188.555, data_time: 182.678, memory: 6352, loss_activity: 0.4510, loss_completeness: 0.0689, loss_reg: 0.0108, loss: 0.5307, grad_norm: 9.2835 2020-10-05 23:16:47,554 - mmaction - INFO - Epoch [148][2/25] lr: 1.000e-03, eta: 19:33:25, time: 0.776, data_time: 0.239, memory: 6352, loss_activity: 0.3364, loss_completeness: 0.0807, loss_reg: 0.0641, loss: 0.4811, grad_norm: 10.3733 2020-10-05 23:16:48,101 - mmaction - INFO - Epoch [148][3/25] lr: 1.000e-03, eta: 19:32:59, time: 0.533, data_time: 0.039, memory: 6352, loss_activity: 0.1373, loss_completeness: 0.0856, loss_reg: 0.0317, loss: 0.2545, grad_norm: 7.0850 2020-10-05 23:16:48,666 - mmaction - INFO - Epoch [148][4/25] lr: 1.000e-03, eta: 19:32:34, time: 0.538, data_time: 0.023, memory: 6352, loss_activity: 0.4265, loss_completeness: 0.0898, loss_reg: 0.0667, loss: 0.5830, grad_norm: 9.8981 2020-10-05 23:16:49,307 - mmaction - INFO - Epoch [148][5/25] lr: 1.000e-03, eta: 19:32:08, time: 0.549, data_time: 0.052, memory: 6352, loss_activity: 0.1135, loss_completeness: 0.0638, loss_reg: 0.0376, loss: 0.2149, grad_norm: 5.3688 2020-10-05 23:16:49,832 - mmaction - INFO - Epoch [148][6/25] lr: 1.000e-03, eta: 19:31:42, time: 0.591, data_time: 0.141, memory: 6352, loss_activity: 0.1097, loss_completeness: 0.0968, loss_reg: 0.0185, loss: 0.2250, grad_norm: 8.1320 2020-10-05 23:16:50,447 - mmaction - INFO - Epoch [148][7/25] lr: 1.000e-03, eta: 19:31:17, time: 0.654, data_time: 0.075, memory: 6352, loss_activity: 0.4064, loss_completeness: 0.0818, loss_reg: 0.0740, loss: 0.5622, grad_norm: 13.7148 2020-10-05 23:16:50,868 - mmaction - INFO - Epoch [148][8/25] lr: 1.000e-03, eta: 19:30:51, time: 0.436, data_time: 0.037, memory: 6352, loss_activity: 0.5896, loss_completeness: 0.0710, loss_reg: 0.0722, loss: 0.7328, grad_norm: 14.9110 2020-10-05 23:16:51,430 - mmaction - INFO - Epoch [148][9/25] lr: 1.000e-03, eta: 19:30:25, time: 0.529, data_time: 0.021, memory: 6352, loss_activity: 0.0547, loss_completeness: 0.0650, loss_reg: 0.0947, loss: 0.2145, grad_norm: 5.6738 2020-10-05 23:16:51,896 - mmaction - INFO - Epoch [148][10/25] lr: 1.000e-03, eta: 19:29:59, time: 0.492, data_time: 0.055, memory: 6352, loss_activity: 0.1604, loss_completeness: 0.0700, loss_reg: 0.0512, loss: 0.2816, grad_norm: 10.9790 2020-10-05 23:16:52,528 - mmaction - INFO - Epoch [148][11/25] lr: 1.000e-03, eta: 19:29:34, time: 0.655, data_time: 0.027, memory: 6352, loss_activity: 0.3954, loss_completeness: 0.0605, loss_reg: 0.0309, loss: 0.4869, grad_norm: 17.6100 2020-10-05 23:16:53,133 - mmaction - INFO - Epoch [148][12/25] lr: 1.000e-03, eta: 19:29:08, time: 0.543, data_time: 0.005, memory: 6352, loss_activity: 0.0560, loss_completeness: 0.0844, loss_reg: 0.0542, loss: 0.1946, grad_norm: 4.4700 2020-10-05 23:16:53,719 - mmaction - INFO - Epoch [148][13/25] lr: 1.000e-03, eta: 19:28:42, time: 0.547, data_time: 0.067, memory: 6352, loss_activity: 0.0863, loss_completeness: 0.0821, loss_reg: 0.0426, loss: 0.2110, grad_norm: 6.3491 2020-10-05 23:16:54,296 - mmaction - INFO - Epoch [148][14/25] lr: 1.000e-03, eta: 19:28:17, time: 0.663, data_time: 0.108, memory: 6352, loss_activity: 0.0170, loss_completeness: 0.0751, loss_reg: 0.0388, loss: 0.1310, grad_norm: 3.4396 2020-10-05 23:16:54,899 - mmaction - INFO - Epoch [148][15/25] lr: 1.000e-03, eta: 19:27:51, time: 0.617, data_time: 0.036, memory: 6352, loss_activity: 0.3954, loss_completeness: 0.0731, loss_reg: 0.0562, loss: 0.5246, grad_norm: 14.0999 2020-10-05 23:16:55,462 - mmaction - INFO - Epoch [148][16/25] lr: 1.000e-03, eta: 19:27:25, time: 0.465, data_time: 0.027, memory: 6352, loss_activity: 0.4104, loss_completeness: 0.0679, loss_reg: 0.0749, loss: 0.5533, grad_norm: 16.3727 2020-10-05 23:16:55,937 - mmaction - INFO - Epoch [148][17/25] lr: 1.000e-03, eta: 19:27:00, time: 0.551, data_time: 0.104, memory: 6352, loss_activity: 0.1951, loss_completeness: 0.0876, loss_reg: 0.0401, loss: 0.3227, grad_norm: 9.0063 2020-10-05 23:16:56,414 - mmaction - INFO - Epoch [148][18/25] lr: 1.000e-03, eta: 19:26:34, time: 0.477, data_time: 0.052, memory: 6352, loss_activity: 0.2626, loss_completeness: 0.0518, loss_reg: 0.0718, loss: 0.3863, grad_norm: 9.1293 2020-10-05 23:16:57,161 - mmaction - INFO - Epoch [148][19/25] lr: 1.000e-03, eta: 19:26:09, time: 0.649, data_time: 0.025, memory: 6352, loss_activity: 0.0687, loss_completeness: 0.0906, loss_reg: 0.0375, loss: 0.1969, grad_norm: 3.9261 2020-10-05 23:16:57,823 - mmaction - INFO - Epoch [148][20/25] lr: 1.000e-03, eta: 19:25:43, time: 0.657, data_time: 0.186, memory: 6352, loss_activity: 0.0659, loss_completeness: 0.0529, loss_reg: 0.0357, loss: 0.1545, grad_norm: 6.2472 2020-10-05 23:16:58,433 - mmaction - INFO - Epoch [148][21/25] lr: 1.000e-03, eta: 19:25:18, time: 0.601, data_time: 0.157, memory: 6352, loss_activity: 0.3503, loss_completeness: 0.0891, loss_reg: 0.0544, loss: 0.4937, grad_norm: 11.5797 2020-10-05 23:16:58,837 - mmaction - INFO - Epoch [148][22/25] lr: 1.000e-03, eta: 19:24:52, time: 0.537, data_time: 0.143, memory: 6352, loss_activity: 0.4014, loss_completeness: 0.0652, loss_reg: 0.0512, loss: 0.5179, grad_norm: 10.4892 2020-10-05 23:16:59,247 - mmaction - INFO - Epoch [148][23/25] lr: 1.000e-03, eta: 19:24:27, time: 0.410, data_time: 0.004, memory: 6352, loss_activity: 0.9240, loss_completeness: 0.1041, loss_reg: 0.0230, loss: 1.0511, grad_norm: 16.3172 2020-10-05 23:16:59,658 - mmaction - INFO - Epoch [148][24/25] lr: 1.000e-03, eta: 19:24:01, time: 0.411, data_time: 0.004, memory: 6352, loss_activity: 0.1235, loss_completeness: 0.0852, loss_reg: 0.0429, loss: 0.2517, grad_norm: 6.2512 2020-10-05 23:17:00,068 - mmaction - INFO - Epoch [148][25/25] lr: 1.000e-03, eta: 19:23:35, time: 0.409, data_time: 0.004, memory: 6352, loss_activity: 0.2475, loss_completeness: 0.0745, loss_reg: 0.0351, loss: 0.3571, grad_norm: 8.4898 2020-10-05 23:17:08,403 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:20:08,123 - mmaction - INFO - Epoch [149][1/25] lr: 1.000e-03, eta: 19:30:15, time: 179.629, data_time: 173.095, memory: 6352, loss_activity: 0.4935, loss_completeness: 0.0694, loss_reg: 0.0293, loss: 0.5923, grad_norm: 13.7237 2020-10-05 23:20:08,826 - mmaction - INFO - Epoch [149][2/25] lr: 1.000e-03, eta: 19:29:50, time: 0.669, data_time: 0.205, memory: 6352, loss_activity: 0.0842, loss_completeness: 0.0919, loss_reg: 0.0363, loss: 0.2124, grad_norm: 6.1839 2020-10-05 23:20:09,391 - mmaction - INFO - Epoch [149][3/25] lr: 1.000e-03, eta: 19:29:24, time: 0.541, data_time: 0.138, memory: 6352, loss_activity: 0.2680, loss_completeness: 0.0716, loss_reg: 0.0485, loss: 0.3881, grad_norm: 9.6674 2020-10-05 23:20:09,885 - mmaction - INFO - Epoch [149][4/25] lr: 1.000e-03, eta: 19:28:59, time: 0.563, data_time: 0.162, memory: 6352, loss_activity: 0.3510, loss_completeness: 0.0818, loss_reg: 0.0908, loss: 0.5236, grad_norm: 12.1815 2020-10-05 23:20:10,420 - mmaction - INFO - Epoch [149][5/25] lr: 1.000e-03, eta: 19:28:33, time: 0.542, data_time: 0.085, memory: 6352, loss_activity: 0.4900, loss_completeness: 0.0646, loss_reg: 0.0628, loss: 0.6174, grad_norm: 11.5268 2020-10-05 23:20:10,863 - mmaction - INFO - Epoch [149][6/25] lr: 1.000e-03, eta: 19:28:07, time: 0.488, data_time: 0.078, memory: 6352, loss_activity: 0.0912, loss_completeness: 0.0616, loss_reg: 0.0591, loss: 0.2119, grad_norm: 6.5526 2020-10-05 23:20:11,421 - mmaction - INFO - Epoch [149][7/25] lr: 1.000e-03, eta: 19:27:42, time: 0.537, data_time: 0.032, memory: 6352, loss_activity: 0.3437, loss_completeness: 0.0715, loss_reg: 0.0318, loss: 0.4469, grad_norm: 10.7304 2020-10-05 23:20:11,992 - mmaction - INFO - Epoch [149][8/25] lr: 1.000e-03, eta: 19:27:16, time: 0.582, data_time: 0.051, memory: 6352, loss_activity: 0.0430, loss_completeness: 0.0736, loss_reg: 0.0676, loss: 0.1841, grad_norm: 4.3323 2020-10-05 23:20:12,486 - mmaction - INFO - Epoch [149][9/25] lr: 1.000e-03, eta: 19:26:50, time: 0.498, data_time: 0.041, memory: 6352, loss_activity: 0.0767, loss_completeness: 0.0919, loss_reg: 0.0921, loss: 0.2607, grad_norm: 7.0419 2020-10-05 23:20:13,019 - mmaction - INFO - Epoch [149][10/25] lr: 1.000e-03, eta: 19:26:25, time: 0.541, data_time: 0.044, memory: 6352, loss_activity: 0.3450, loss_completeness: 0.0755, loss_reg: 0.0429, loss: 0.4634, grad_norm: 13.1632 2020-10-05 23:20:13,562 - mmaction - INFO - Epoch [149][11/25] lr: 1.000e-03, eta: 19:25:59, time: 0.554, data_time: 0.029, memory: 6352, loss_activity: 0.1739, loss_completeness: 0.0852, loss_reg: 0.0800, loss: 0.3392, grad_norm: 8.6607 2020-10-05 23:20:14,210 - mmaction - INFO - Epoch [149][12/25] lr: 1.000e-03, eta: 19:25:34, time: 0.589, data_time: 0.018, memory: 6352, loss_activity: 0.1798, loss_completeness: 0.0929, loss_reg: 0.0420, loss: 0.3148, grad_norm: 8.5500 2020-10-05 23:20:14,756 - mmaction - INFO - Epoch [149][13/25] lr: 1.000e-03, eta: 19:25:09, time: 0.598, data_time: 0.081, memory: 6352, loss_activity: 0.2223, loss_completeness: 0.0722, loss_reg: 0.0811, loss: 0.3755, grad_norm: 7.7063 2020-10-05 23:20:15,336 - mmaction - INFO - Epoch [149][14/25] lr: 1.000e-03, eta: 19:24:43, time: 0.600, data_time: 0.025, memory: 6352, loss_activity: 0.2369, loss_completeness: 0.0598, loss_reg: 0.0630, loss: 0.3597, grad_norm: 17.3034 2020-10-05 23:20:15,940 - mmaction - INFO - Epoch [149][15/25] lr: 1.000e-03, eta: 19:24:18, time: 0.583, data_time: 0.005, memory: 6352, loss_activity: 0.3217, loss_completeness: 0.0645, loss_reg: 0.0249, loss: 0.4111, grad_norm: 12.9004 2020-10-05 23:20:16,535 - mmaction - INFO - Epoch [149][16/25] lr: 1.000e-03, eta: 19:23:52, time: 0.529, data_time: 0.035, memory: 6352, loss_activity: 0.0435, loss_completeness: 0.0495, loss_reg: 0.0328, loss: 0.1258, grad_norm: 4.8574 2020-10-05 23:20:17,070 - mmaction - INFO - Epoch [149][17/25] lr: 1.000e-03, eta: 19:23:27, time: 0.555, data_time: 0.094, memory: 6352, loss_activity: 0.1417, loss_completeness: 0.0462, loss_reg: 0.1006, loss: 0.2885, grad_norm: 13.0859 2020-10-05 23:20:17,630 - mmaction - INFO - Epoch [149][18/25] lr: 1.000e-03, eta: 19:23:02, time: 0.577, data_time: 0.075, memory: 6352, loss_activity: 0.3885, loss_completeness: 0.0873, loss_reg: 0.0474, loss: 0.5233, grad_norm: 11.3277 2020-10-05 23:20:18,187 - mmaction - INFO - Epoch [149][19/25] lr: 1.000e-03, eta: 19:22:36, time: 0.548, data_time: 0.086, memory: 6352, loss_activity: 0.2109, loss_completeness: 0.0794, loss_reg: 0.0837, loss: 0.3741, grad_norm: 11.6510 2020-10-05 23:20:18,870 - mmaction - INFO - Epoch [149][20/25] lr: 1.000e-03, eta: 19:22:11, time: 0.606, data_time: 0.114, memory: 6352, loss_activity: 0.1556, loss_completeness: 0.0714, loss_reg: 0.0708, loss: 0.2978, grad_norm: 11.8461 2020-10-05 23:20:19,460 - mmaction - INFO - Epoch [149][21/25] lr: 1.000e-03, eta: 19:21:46, time: 0.612, data_time: 0.187, memory: 6352, loss_activity: 0.2700, loss_completeness: 0.0677, loss_reg: 0.0331, loss: 0.3708, grad_norm: 13.6232 2020-10-05 23:20:19,900 - mmaction - INFO - Epoch [149][22/25] lr: 1.000e-03, eta: 19:21:20, time: 0.553, data_time: 0.123, memory: 6352, loss_activity: 0.4442, loss_completeness: 0.0547, loss_reg: 0.0699, loss: 0.5688, grad_norm: 12.6594 2020-10-05 23:20:20,312 - mmaction - INFO - Epoch [149][23/25] lr: 1.000e-03, eta: 19:20:55, time: 0.413, data_time: 0.007, memory: 6352, loss_activity: 0.1503, loss_completeness: 0.0493, loss_reg: 0.0659, loss: 0.2656, grad_norm: 6.0440 2020-10-05 23:20:20,722 - mmaction - INFO - Epoch [149][24/25] lr: 1.000e-03, eta: 19:20:29, time: 0.410, data_time: 0.009, memory: 6352, loss_activity: 0.3767, loss_completeness: 0.0786, loss_reg: 0.0506, loss: 0.5059, grad_norm: 6.8925 2020-10-05 23:20:21,130 - mmaction - INFO - Epoch [149][25/25] lr: 1.000e-03, eta: 19:20:03, time: 0.409, data_time: 0.005, memory: 6352, loss_activity: 0.2246, loss_completeness: 0.0743, loss_reg: 0.0587, loss: 0.3576, grad_norm: 7.5005 2020-10-05 23:20:30,974 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:23:40,949 - mmaction - INFO - Epoch [150][1/25] lr: 1.000e-03, eta: 19:27:03, time: 189.663, data_time: 183.363, memory: 6352, loss_activity: 0.1044, loss_completeness: 0.0543, loss_reg: 0.1057, loss: 0.2644, grad_norm: 8.4323 2020-10-05 23:23:41,626 - mmaction - INFO - Epoch [150][2/25] lr: 1.000e-03, eta: 19:26:39, time: 0.936, data_time: 0.451, memory: 6352, loss_activity: 0.6444, loss_completeness: 0.0566, loss_reg: 0.0241, loss: 0.7251, grad_norm: 12.6396 2020-10-05 23:23:42,124 - mmaction - INFO - Epoch [150][3/25] lr: 1.000e-03, eta: 19:26:13, time: 0.480, data_time: 0.058, memory: 6352, loss_activity: 0.1523, loss_completeness: 0.0713, loss_reg: 0.0290, loss: 0.2526, grad_norm: 8.5652 2020-10-05 23:23:42,617 - mmaction - INFO - Epoch [150][4/25] lr: 1.000e-03, eta: 19:25:48, time: 0.526, data_time: 0.075, memory: 6352, loss_activity: 0.2715, loss_completeness: 0.0987, loss_reg: 0.0751, loss: 0.4454, grad_norm: 10.5074 2020-10-05 23:23:43,207 - mmaction - INFO - Epoch [150][5/25] lr: 1.000e-03, eta: 19:25:22, time: 0.625, data_time: 0.075, memory: 6352, loss_activity: 0.1443, loss_completeness: 0.0865, loss_reg: 0.0439, loss: 0.2747, grad_norm: 9.2146 2020-10-05 23:23:43,746 - mmaction - INFO - Epoch [150][6/25] lr: 1.000e-03, eta: 19:24:57, time: 0.535, data_time: 0.031, memory: 6352, loss_activity: 0.2401, loss_completeness: 0.0553, loss_reg: 0.0787, loss: 0.3741, grad_norm: 10.4302 2020-10-05 23:23:44,280 - mmaction - INFO - Epoch [150][7/25] lr: 1.000e-03, eta: 19:24:31, time: 0.533, data_time: 0.011, memory: 6352, loss_activity: 0.2997, loss_completeness: 0.0894, loss_reg: 0.0791, loss: 0.4681, grad_norm: 11.0623 2020-10-05 23:23:44,844 - mmaction - INFO - Epoch [150][8/25] lr: 1.000e-03, eta: 19:24:06, time: 0.555, data_time: 0.022, memory: 6352, loss_activity: 0.3950, loss_completeness: 0.0595, loss_reg: 0.0457, loss: 0.5002, grad_norm: 9.2967 2020-10-05 23:23:45,305 - mmaction - INFO - Epoch [150][9/25] lr: 1.000e-03, eta: 19:23:41, time: 0.462, data_time: 0.025, memory: 6352, loss_activity: 0.1411, loss_completeness: 0.0867, loss_reg: 0.0262, loss: 0.2540, grad_norm: 5.0072 2020-10-05 23:23:45,937 - mmaction - INFO - Epoch [150][10/25] lr: 1.000e-03, eta: 19:23:15, time: 0.625, data_time: 0.019, memory: 6352, loss_activity: 0.0618, loss_completeness: 0.0607, loss_reg: 0.0788, loss: 0.2013, grad_norm: 4.2951 2020-10-05 23:23:46,517 - mmaction - INFO - Epoch [150][11/25] lr: 1.000e-03, eta: 19:22:50, time: 0.521, data_time: 0.025, memory: 6352, loss_activity: 0.1422, loss_completeness: 0.0825, loss_reg: 0.0551, loss: 0.2798, grad_norm: 8.1535 2020-10-05 23:23:47,153 - mmaction - INFO - Epoch [150][12/25] lr: 1.000e-03, eta: 19:22:25, time: 0.693, data_time: 0.086, memory: 6352, loss_activity: 0.8103, loss_completeness: 0.0654, loss_reg: 0.0654, loss: 0.9410, grad_norm: 15.7413 2020-10-05 23:23:47,611 - mmaction - INFO - Epoch [150][13/25] lr: 1.000e-03, eta: 19:21:59, time: 0.482, data_time: 0.031, memory: 6352, loss_activity: 0.0293, loss_completeness: 0.0626, loss_reg: 0.0440, loss: 0.1360, grad_norm: 4.3375 2020-10-05 23:23:48,172 - mmaction - INFO - Epoch [150][14/25] lr: 1.000e-03, eta: 19:21:34, time: 0.532, data_time: 0.005, memory: 6352, loss_activity: 0.1914, loss_completeness: 0.0756, loss_reg: 0.0382, loss: 0.3052, grad_norm: 11.8590 2020-10-05 23:23:48,701 - mmaction - INFO - Epoch [150][15/25] lr: 1.000e-03, eta: 19:21:09, time: 0.550, data_time: 0.036, memory: 6352, loss_activity: 0.4687, loss_completeness: 0.0979, loss_reg: 0.0423, loss: 0.6089, grad_norm: 16.6822 2020-10-05 23:23:49,307 - mmaction - INFO - Epoch [150][16/25] lr: 1.000e-03, eta: 19:20:44, time: 0.587, data_time: 0.014, memory: 6352, loss_activity: 0.1094, loss_completeness: 0.0640, loss_reg: 0.0565, loss: 0.2299, grad_norm: 10.2301 2020-10-05 23:23:49,838 - mmaction - INFO - Epoch [150][17/25] lr: 1.000e-03, eta: 19:20:18, time: 0.489, data_time: 0.033, memory: 6352, loss_activity: 0.0667, loss_completeness: 0.0688, loss_reg: 0.0361, loss: 0.1716, grad_norm: 4.1818 2020-10-05 23:23:50,405 - mmaction - INFO - Epoch [150][18/25] lr: 1.000e-03, eta: 19:19:53, time: 0.524, data_time: 0.076, memory: 6352, loss_activity: 0.0280, loss_completeness: 0.0568, loss_reg: 0.0702, loss: 0.1550, grad_norm: 4.0292 2020-10-05 23:23:50,862 - mmaction - INFO - Epoch [150][19/25] lr: 1.000e-03, eta: 19:19:28, time: 0.569, data_time: 0.119, memory: 6352, loss_activity: 0.4633, loss_completeness: 0.0794, loss_reg: 0.0568, loss: 0.5995, grad_norm: 10.5655 2020-10-05 23:23:51,443 - mmaction - INFO - Epoch [150][20/25] lr: 1.000e-03, eta: 19:19:02, time: 0.567, data_time: 0.006, memory: 6352, loss_activity: 0.1628, loss_completeness: 0.0723, loss_reg: 0.0568, loss: 0.2920, grad_norm: 5.8277 2020-10-05 23:23:52,159 - mmaction - INFO - Epoch [150][21/25] lr: 1.000e-03, eta: 19:18:38, time: 0.729, data_time: 0.131, memory: 6352, loss_activity: 0.0562, loss_completeness: 0.0728, loss_reg: 0.0442, loss: 0.1732, grad_norm: 3.3967 2020-10-05 23:23:52,616 - mmaction - INFO - Epoch [150][22/25] lr: 1.000e-03, eta: 19:18:12, time: 0.453, data_time: 0.053, memory: 6352, loss_activity: 0.1543, loss_completeness: 0.0773, loss_reg: 0.0430, loss: 0.2746, grad_norm: 6.2715 2020-10-05 23:23:53,029 - mmaction - INFO - Epoch [150][23/25] lr: 1.000e-03, eta: 19:17:47, time: 0.412, data_time: 0.011, memory: 6352, loss_activity: 0.3290, loss_completeness: 0.0401, loss_reg: 0.0211, loss: 0.3903, grad_norm: 6.4623 2020-10-05 23:23:53,446 - mmaction - INFO - Epoch [150][24/25] lr: 1.000e-03, eta: 19:17:21, time: 0.416, data_time: 0.017, memory: 6352, loss_activity: 0.1040, loss_completeness: 0.1003, loss_reg: 0.0305, loss: 0.2347, grad_norm: 4.8023 2020-10-05 23:23:53,865 - mmaction - INFO - Epoch [150][25/25] lr: 1.000e-03, eta: 19:16:56, time: 0.420, data_time: 0.019, memory: 6352, loss_activity: 0.3200, loss_completeness: 0.0998, loss_reg: 0.0316, loss: 0.4514, grad_norm: 6.1958 2020-10-05 23:24:03,204 - mmaction - INFO - Saving checkpoint at 150 epochs 2020-10-05 23:24:03,698 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:27:08,136 - mmaction - INFO - Epoch [151][1/25] lr: 1.000e-03, eta: 19:23:39, time: 184.142, data_time: 177.293, memory: 6352, loss_activity: 0.1280, loss_completeness: 0.0689, loss_reg: 0.0455, loss: 0.2423, grad_norm: 6.9516 2020-10-05 23:27:08,853 - mmaction - INFO - Epoch [151][2/25] lr: 1.000e-03, eta: 19:23:14, time: 0.887, data_time: 0.423, memory: 6352, loss_activity: 0.2836, loss_completeness: 0.0686, loss_reg: 0.0603, loss: 0.4125, grad_norm: 7.0245 2020-10-05 23:27:09,393 - mmaction - INFO - Epoch [151][3/25] lr: 1.000e-03, eta: 19:22:49, time: 0.609, data_time: 0.137, memory: 6352, loss_activity: 0.3531, loss_completeness: 0.0498, loss_reg: 0.0577, loss: 0.4606, grad_norm: 15.0547 2020-10-05 23:27:09,968 - mmaction - INFO - Epoch [151][4/25] lr: 1.000e-03, eta: 19:22:24, time: 0.572, data_time: 0.062, memory: 6352, loss_activity: 0.2464, loss_completeness: 0.0766, loss_reg: 0.0395, loss: 0.3625, grad_norm: 8.7257 2020-10-05 23:27:10,520 - mmaction - INFO - Epoch [151][5/25] lr: 1.000e-03, eta: 19:21:58, time: 0.504, data_time: 0.065, memory: 6352, loss_activity: 0.1375, loss_completeness: 0.0906, loss_reg: 0.0494, loss: 0.2776, grad_norm: 7.1148 2020-10-05 23:27:11,000 - mmaction - INFO - Epoch [151][6/25] lr: 1.000e-03, eta: 19:21:33, time: 0.535, data_time: 0.118, memory: 6352, loss_activity: 0.3226, loss_completeness: 0.0539, loss_reg: 0.0418, loss: 0.4184, grad_norm: 10.5835 2020-10-05 23:27:11,564 - mmaction - INFO - Epoch [151][7/25] lr: 1.000e-03, eta: 19:21:08, time: 0.585, data_time: 0.057, memory: 6352, loss_activity: 0.0395, loss_completeness: 0.0805, loss_reg: 0.0664, loss: 0.1864, grad_norm: 4.8743 2020-10-05 23:27:12,108 - mmaction - INFO - Epoch [151][8/25] lr: 1.000e-03, eta: 19:20:43, time: 0.513, data_time: 0.035, memory: 6352, loss_activity: 0.2170, loss_completeness: 0.0554, loss_reg: 0.0391, loss: 0.3114, grad_norm: 15.4655 2020-10-05 23:27:12,618 - mmaction - INFO - Epoch [151][9/25] lr: 1.000e-03, eta: 19:20:18, time: 0.554, data_time: 0.069, memory: 6352, loss_activity: 0.0669, loss_completeness: 0.0640, loss_reg: 0.0549, loss: 0.1859, grad_norm: 4.9694 2020-10-05 23:27:13,290 - mmaction - INFO - Epoch [151][10/25] lr: 1.000e-03, eta: 19:19:53, time: 0.671, data_time: 0.022, memory: 6352, loss_activity: 0.0338, loss_completeness: 0.0424, loss_reg: 0.0477, loss: 0.1239, grad_norm: 4.5418 2020-10-05 23:27:13,845 - mmaction - INFO - Epoch [151][11/25] lr: 1.000e-03, eta: 19:19:27, time: 0.544, data_time: 0.024, memory: 6352, loss_activity: 0.0061, loss_completeness: 0.0631, loss_reg: 0.0682, loss: 0.1374, grad_norm: 3.9287 2020-10-05 23:27:14,438 - mmaction - INFO - Epoch [151][12/25] lr: 1.000e-03, eta: 19:19:02, time: 0.592, data_time: 0.035, memory: 6352, loss_activity: 0.1261, loss_completeness: 0.0843, loss_reg: 0.0336, loss: 0.2440, grad_norm: 6.2372 2020-10-05 23:27:14,966 - mmaction - INFO - Epoch [151][13/25] lr: 1.000e-03, eta: 19:18:37, time: 0.486, data_time: 0.073, memory: 6352, loss_activity: 0.2680, loss_completeness: 0.0939, loss_reg: 0.0702, loss: 0.4321, grad_norm: 15.2549 2020-10-05 23:27:15,545 - mmaction - INFO - Epoch [151][14/25] lr: 1.000e-03, eta: 19:18:12, time: 0.600, data_time: 0.078, memory: 6352, loss_activity: 0.3526, loss_completeness: 0.0557, loss_reg: 0.0720, loss: 0.4803, grad_norm: 10.3902 2020-10-05 23:27:16,087 - mmaction - INFO - Epoch [151][15/25] lr: 1.000e-03, eta: 19:17:47, time: 0.578, data_time: 0.062, memory: 6352, loss_activity: 0.2045, loss_completeness: 0.0906, loss_reg: 0.0379, loss: 0.3330, grad_norm: 9.1848 2020-10-05 23:27:16,617 - mmaction - INFO - Epoch [151][16/25] lr: 1.000e-03, eta: 19:17:22, time: 0.540, data_time: 0.021, memory: 6352, loss_activity: 0.2364, loss_completeness: 0.0861, loss_reg: 0.0817, loss: 0.4042, grad_norm: 11.4771 2020-10-05 23:27:17,278 - mmaction - INFO - Epoch [151][17/25] lr: 1.000e-03, eta: 19:16:57, time: 0.621, data_time: 0.013, memory: 6352, loss_activity: 0.1988, loss_completeness: 0.0462, loss_reg: 0.0438, loss: 0.2888, grad_norm: 11.1266 2020-10-05 23:27:17,822 - mmaction - INFO - Epoch [151][18/25] lr: 1.000e-03, eta: 19:16:32, time: 0.511, data_time: 0.055, memory: 6352, loss_activity: 0.1770, loss_completeness: 0.0858, loss_reg: 0.0458, loss: 0.3086, grad_norm: 11.4129 2020-10-05 23:27:18,319 - mmaction - INFO - Epoch [151][19/25] lr: 1.000e-03, eta: 19:16:07, time: 0.561, data_time: 0.089, memory: 6352, loss_activity: 0.0688, loss_completeness: 0.0477, loss_reg: 0.0244, loss: 0.1408, grad_norm: 5.1899 2020-10-05 23:27:18,976 - mmaction - INFO - Epoch [151][20/25] lr: 1.000e-03, eta: 19:15:42, time: 0.577, data_time: 0.084, memory: 6352, loss_activity: 0.4666, loss_completeness: 0.0364, loss_reg: 0.0515, loss: 0.5544, grad_norm: 13.3575 2020-10-05 23:27:19,566 - mmaction - INFO - Epoch [151][21/25] lr: 1.000e-03, eta: 19:15:17, time: 0.608, data_time: 0.154, memory: 6352, loss_activity: 0.2288, loss_completeness: 0.0684, loss_reg: 0.0531, loss: 0.3503, grad_norm: 12.8565 2020-10-05 23:27:20,048 - mmaction - INFO - Epoch [151][22/25] lr: 1.000e-03, eta: 19:14:52, time: 0.554, data_time: 0.111, memory: 6352, loss_activity: 0.0084, loss_completeness: 0.0507, loss_reg: 0.0587, loss: 0.1179, grad_norm: 3.9073 2020-10-05 23:27:20,464 - mmaction - INFO - Epoch [151][23/25] lr: 1.000e-03, eta: 19:14:26, time: 0.415, data_time: 0.011, memory: 6352, loss_activity: 0.2746, loss_completeness: 0.0785, loss_reg: 0.0501, loss: 0.4031, grad_norm: 8.4910 2020-10-05 23:27:20,881 - mmaction - INFO - Epoch [151][24/25] lr: 1.000e-03, eta: 19:14:01, time: 0.417, data_time: 0.011, memory: 6352, loss_activity: 0.2026, loss_completeness: 0.0773, loss_reg: 0.0262, loss: 0.3061, grad_norm: 11.8942 2020-10-05 23:27:21,294 - mmaction - INFO - Epoch [151][25/25] lr: 1.000e-03, eta: 19:13:36, time: 0.413, data_time: 0.009, memory: 6352, loss_activity: 0.0410, loss_completeness: 0.0787, loss_reg: 0.1027, loss: 0.2224, grad_norm: 4.8824 2020-10-05 23:27:29,029 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:30:27,922 - mmaction - INFO - Epoch [152][1/25] lr: 1.000e-03, eta: 19:20:02, time: 178.729, data_time: 172.730, memory: 6352, loss_activity: 0.0280, loss_completeness: 0.0566, loss_reg: 0.0384, loss: 0.1229, grad_norm: 3.9372 2020-10-05 23:30:28,519 - mmaction - INFO - Epoch [152][2/25] lr: 1.000e-03, eta: 19:19:38, time: 0.713, data_time: 0.271, memory: 6352, loss_activity: 0.0513, loss_completeness: 0.0972, loss_reg: 0.0322, loss: 0.1808, grad_norm: 4.3097 2020-10-05 23:30:28,989 - mmaction - INFO - Epoch [152][3/25] lr: 1.000e-03, eta: 19:19:12, time: 0.515, data_time: 0.057, memory: 6352, loss_activity: 0.1625, loss_completeness: 0.1055, loss_reg: 0.0680, loss: 0.3360, grad_norm: 7.9633 2020-10-05 23:30:29,527 - mmaction - INFO - Epoch [152][4/25] lr: 1.000e-03, eta: 19:18:47, time: 0.517, data_time: 0.004, memory: 6352, loss_activity: 0.2354, loss_completeness: 0.0828, loss_reg: 0.0362, loss: 0.3545, grad_norm: 6.6384 2020-10-05 23:30:30,061 - mmaction - INFO - Epoch [152][5/25] lr: 1.000e-03, eta: 19:18:22, time: 0.542, data_time: 0.024, memory: 6352, loss_activity: 0.1952, loss_completeness: 0.0643, loss_reg: 0.0459, loss: 0.3054, grad_norm: 8.0309 2020-10-05 23:30:30,734 - mmaction - INFO - Epoch [152][6/25] lr: 1.000e-03, eta: 19:17:57, time: 0.546, data_time: 0.019, memory: 6352, loss_activity: 0.1424, loss_completeness: 0.0540, loss_reg: 0.0208, loss: 0.2172, grad_norm: 8.6009 2020-10-05 23:30:31,182 - mmaction - INFO - Epoch [152][7/25] lr: 1.000e-03, eta: 19:17:32, time: 0.584, data_time: 0.163, memory: 6352, loss_activity: 0.2863, loss_completeness: 0.0754, loss_reg: 0.0728, loss: 0.4345, grad_norm: 10.3490 2020-10-05 23:30:31,822 - mmaction - INFO - Epoch [152][8/25] lr: 1.000e-03, eta: 19:17:07, time: 0.588, data_time: 0.015, memory: 6352, loss_activity: 0.2989, loss_completeness: 0.0730, loss_reg: 0.0553, loss: 0.4273, grad_norm: 10.4153 2020-10-05 23:30:32,266 - mmaction - INFO - Epoch [152][9/25] lr: 1.000e-03, eta: 19:16:42, time: 0.491, data_time: 0.065, memory: 6352, loss_activity: 0.0228, loss_completeness: 0.0590, loss_reg: 0.0294, loss: 0.1112, grad_norm: 3.7479 2020-10-05 23:30:32,924 - mmaction - INFO - Epoch [152][10/25] lr: 1.000e-03, eta: 19:16:17, time: 0.645, data_time: 0.015, memory: 6352, loss_activity: 0.2089, loss_completeness: 0.0801, loss_reg: 0.0618, loss: 0.3508, grad_norm: 9.9772 2020-10-05 23:30:33,495 - mmaction - INFO - Epoch [152][11/25] lr: 1.000e-03, eta: 19:15:52, time: 0.547, data_time: 0.036, memory: 6352, loss_activity: 0.2263, loss_completeness: 0.0765, loss_reg: 0.0908, loss: 0.3936, grad_norm: 9.1001 2020-10-05 23:30:34,067 - mmaction - INFO - Epoch [152][12/25] lr: 1.000e-03, eta: 19:15:27, time: 0.543, data_time: 0.058, memory: 6352, loss_activity: 0.0949, loss_completeness: 0.0825, loss_reg: 0.0180, loss: 0.1955, grad_norm: 5.4744 2020-10-05 23:30:34,593 - mmaction - INFO - Epoch [152][13/25] lr: 1.000e-03, eta: 19:15:02, time: 0.563, data_time: 0.081, memory: 6352, loss_activity: 0.2175, loss_completeness: 0.0823, loss_reg: 0.0475, loss: 0.3473, grad_norm: 8.2608 2020-10-05 23:30:35,157 - mmaction - INFO - Epoch [152][14/25] lr: 1.000e-03, eta: 19:14:37, time: 0.541, data_time: 0.047, memory: 6352, loss_activity: 0.0472, loss_completeness: 0.0467, loss_reg: 0.0346, loss: 0.1285, grad_norm: 4.4304 2020-10-05 23:30:35,668 - mmaction - INFO - Epoch [152][15/25] lr: 1.000e-03, eta: 19:14:12, time: 0.561, data_time: 0.066, memory: 6352, loss_activity: 0.4204, loss_completeness: 0.0797, loss_reg: 0.0387, loss: 0.5388, grad_norm: 14.5741 2020-10-05 23:30:36,184 - mmaction - INFO - Epoch [152][16/25] lr: 1.000e-03, eta: 19:13:47, time: 0.497, data_time: 0.018, memory: 6352, loss_activity: 0.2657, loss_completeness: 0.0709, loss_reg: 0.0316, loss: 0.3683, grad_norm: 7.4977 2020-10-05 23:30:36,773 - mmaction - INFO - Epoch [152][17/25] lr: 1.000e-03, eta: 19:13:22, time: 0.611, data_time: 0.069, memory: 6352, loss_activity: 0.1520, loss_completeness: 0.0778, loss_reg: 0.0317, loss: 0.2616, grad_norm: 11.2367 2020-10-05 23:30:37,267 - mmaction - INFO - Epoch [152][18/25] lr: 1.000e-03, eta: 19:12:57, time: 0.488, data_time: 0.014, memory: 6352, loss_activity: 0.3378, loss_completeness: 0.0690, loss_reg: 0.0838, loss: 0.4906, grad_norm: 13.8040 2020-10-05 23:30:37,837 - mmaction - INFO - Epoch [152][19/25] lr: 1.000e-03, eta: 19:12:32, time: 0.523, data_time: 0.020, memory: 6352, loss_activity: 0.0596, loss_completeness: 0.0605, loss_reg: 0.0503, loss: 0.1704, grad_norm: 4.4631 2020-10-05 23:30:38,376 - mmaction - INFO - Epoch [152][20/25] lr: 1.000e-03, eta: 19:12:07, time: 0.539, data_time: 0.068, memory: 6352, loss_activity: 0.3532, loss_completeness: 0.0745, loss_reg: 0.0805, loss: 0.5083, grad_norm: 9.7228 2020-10-05 23:30:39,027 - mmaction - INFO - Epoch [152][21/25] lr: 1.000e-03, eta: 19:11:43, time: 0.661, data_time: 0.130, memory: 6352, loss_activity: 0.1408, loss_completeness: 0.0460, loss_reg: 0.0368, loss: 0.2236, grad_norm: 8.3211 2020-10-05 23:30:39,547 - mmaction - INFO - Epoch [152][22/25] lr: 1.000e-03, eta: 19:11:18, time: 0.558, data_time: 0.092, memory: 6352, loss_activity: 0.2534, loss_completeness: 0.0749, loss_reg: 0.0179, loss: 0.3462, grad_norm: 11.4566 2020-10-05 23:30:39,960 - mmaction - INFO - Epoch [152][23/25] lr: 1.000e-03, eta: 19:10:53, time: 0.426, data_time: 0.019, memory: 6352, loss_activity: 0.1002, loss_completeness: 0.0857, loss_reg: 0.0921, loss: 0.2780, grad_norm: 4.5251 2020-10-05 23:30:40,370 - mmaction - INFO - Epoch [152][24/25] lr: 1.000e-03, eta: 19:10:27, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.4082, loss_completeness: 0.0536, loss_reg: 0.0360, loss: 0.4979, grad_norm: 9.9944 2020-10-05 23:30:40,780 - mmaction - INFO - Epoch [152][25/25] lr: 1.000e-03, eta: 19:10:02, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.1052, loss_completeness: 0.0666, loss_reg: 0.0380, loss: 0.2098, grad_norm: 4.9074 2020-10-05 23:30:49,686 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:33:51,458 - mmaction - INFO - Epoch [153][1/25] lr: 1.000e-03, eta: 19:16:32, time: 181.639, data_time: 178.051, memory: 6352, loss_activity: 0.1295, loss_completeness: 0.0853, loss_reg: 0.0370, loss: 0.2518, grad_norm: 4.7960 2020-10-05 23:33:52,147 - mmaction - INFO - Epoch [153][2/25] lr: 1.000e-03, eta: 19:16:07, time: 0.790, data_time: 0.259, memory: 6352, loss_activity: 0.1249, loss_completeness: 0.0672, loss_reg: 0.0350, loss: 0.2271, grad_norm: 6.6355 2020-10-05 23:33:52,632 - mmaction - INFO - Epoch [153][3/25] lr: 1.000e-03, eta: 19:15:42, time: 0.458, data_time: 0.057, memory: 6352, loss_activity: 0.1499, loss_completeness: 0.0604, loss_reg: 0.0328, loss: 0.2431, grad_norm: 5.3026 2020-10-05 23:33:53,147 - mmaction - INFO - Epoch [153][4/25] lr: 1.000e-03, eta: 19:15:17, time: 0.554, data_time: 0.060, memory: 6352, loss_activity: 0.0408, loss_completeness: 0.0883, loss_reg: 0.0595, loss: 0.1885, grad_norm: 4.3158 2020-10-05 23:33:53,761 - mmaction - INFO - Epoch [153][5/25] lr: 1.000e-03, eta: 19:14:53, time: 0.630, data_time: 0.022, memory: 6352, loss_activity: 0.0057, loss_completeness: 0.0437, loss_reg: 0.0521, loss: 0.1015, grad_norm: 3.2122 2020-10-05 23:33:54,294 - mmaction - INFO - Epoch [153][6/25] lr: 1.000e-03, eta: 19:14:27, time: 0.421, data_time: 0.008, memory: 6352, loss_activity: 0.0412, loss_completeness: 0.0802, loss_reg: 0.0376, loss: 0.1589, grad_norm: 5.6490 2020-10-05 23:33:54,838 - mmaction - INFO - Epoch [153][7/25] lr: 1.000e-03, eta: 19:14:03, time: 0.629, data_time: 0.120, memory: 6352, loss_activity: 0.1647, loss_completeness: 0.0836, loss_reg: 0.0710, loss: 0.3194, grad_norm: 7.2650 2020-10-05 23:33:55,367 - mmaction - INFO - Epoch [153][8/25] lr: 1.000e-03, eta: 19:13:38, time: 0.538, data_time: 0.035, memory: 6352, loss_activity: 0.2105, loss_completeness: 0.0727, loss_reg: 0.0790, loss: 0.3622, grad_norm: 11.8663 2020-10-05 23:33:55,915 - mmaction - INFO - Epoch [153][9/25] lr: 1.000e-03, eta: 19:13:13, time: 0.546, data_time: 0.024, memory: 6352, loss_activity: 0.4067, loss_completeness: 0.0793, loss_reg: 0.0681, loss: 0.5541, grad_norm: 16.2553 2020-10-05 23:33:56,545 - mmaction - INFO - Epoch [153][10/25] lr: 1.000e-03, eta: 19:12:48, time: 0.649, data_time: 0.049, memory: 6352, loss_activity: 0.1190, loss_completeness: 0.0795, loss_reg: 0.0340, loss: 0.2325, grad_norm: 7.7867 2020-10-05 23:33:57,081 - mmaction - INFO - Epoch [153][11/25] lr: 1.000e-03, eta: 19:12:23, time: 0.507, data_time: 0.011, memory: 6352, loss_activity: 0.3476, loss_completeness: 0.0892, loss_reg: 0.0356, loss: 0.4724, grad_norm: 8.8164 2020-10-05 23:33:57,572 - mmaction - INFO - Epoch [153][12/25] lr: 1.000e-03, eta: 19:11:58, time: 0.465, data_time: 0.036, memory: 6352, loss_activity: 0.0095, loss_completeness: 0.0905, loss_reg: 0.1029, loss: 0.2029, grad_norm: 4.5186 2020-10-05 23:33:58,110 - mmaction - INFO - Epoch [153][13/25] lr: 1.000e-03, eta: 19:11:33, time: 0.570, data_time: 0.065, memory: 6352, loss_activity: 0.0698, loss_completeness: 0.0789, loss_reg: 0.0350, loss: 0.1837, grad_norm: 5.7683 2020-10-05 23:33:58,608 - mmaction - INFO - Epoch [153][14/25] lr: 1.000e-03, eta: 19:11:08, time: 0.473, data_time: 0.032, memory: 6352, loss_activity: 0.4929, loss_completeness: 0.0700, loss_reg: 0.0791, loss: 0.6420, grad_norm: 18.4207 2020-10-05 23:33:59,213 - mmaction - INFO - Epoch [153][15/25] lr: 1.000e-03, eta: 19:10:44, time: 0.530, data_time: 0.054, memory: 6352, loss_activity: 0.2412, loss_completeness: 0.0569, loss_reg: 0.0345, loss: 0.3326, grad_norm: 6.2384 2020-10-05 23:33:59,737 - mmaction - INFO - Epoch [153][16/25] lr: 1.000e-03, eta: 19:10:19, time: 0.629, data_time: 0.129, memory: 6352, loss_activity: 0.5634, loss_completeness: 0.0850, loss_reg: 0.0649, loss: 0.7134, grad_norm: 10.9074 2020-10-05 23:34:00,293 - mmaction - INFO - Epoch [153][17/25] lr: 1.000e-03, eta: 19:09:54, time: 0.534, data_time: 0.022, memory: 6352, loss_activity: 0.1914, loss_completeness: 0.0487, loss_reg: 0.0543, loss: 0.2944, grad_norm: 7.8784 2020-10-05 23:34:00,839 - mmaction - INFO - Epoch [153][18/25] lr: 1.000e-03, eta: 19:09:29, time: 0.518, data_time: 0.046, memory: 6352, loss_activity: 0.3110, loss_completeness: 0.0651, loss_reg: 0.0367, loss: 0.4129, grad_norm: 9.6144 2020-10-05 23:34:01,345 - mmaction - INFO - Epoch [153][19/25] lr: 1.000e-03, eta: 19:09:05, time: 0.543, data_time: 0.079, memory: 6352, loss_activity: 0.3426, loss_completeness: 0.0687, loss_reg: 0.0492, loss: 0.4604, grad_norm: 10.2167 2020-10-05 23:34:01,928 - mmaction - INFO - Epoch [153][20/25] lr: 1.000e-03, eta: 19:08:40, time: 0.576, data_time: 0.037, memory: 6352, loss_activity: 0.2921, loss_completeness: 0.0710, loss_reg: 0.0307, loss: 0.3938, grad_norm: 8.4788 2020-10-05 23:34:02,497 - mmaction - INFO - Epoch [153][21/25] lr: 1.000e-03, eta: 19:08:15, time: 0.582, data_time: 0.092, memory: 6352, loss_activity: 0.0175, loss_completeness: 0.0705, loss_reg: 0.0529, loss: 0.1410, grad_norm: 3.8718 2020-10-05 23:34:03,046 - mmaction - INFO - Epoch [153][22/25] lr: 1.000e-03, eta: 19:07:51, time: 0.563, data_time: 0.080, memory: 6352, loss_activity: 0.2412, loss_completeness: 0.0671, loss_reg: 0.0275, loss: 0.3358, grad_norm: 11.3654 2020-10-05 23:34:03,470 - mmaction - INFO - Epoch [153][23/25] lr: 1.000e-03, eta: 19:07:26, time: 0.429, data_time: 0.016, memory: 6352, loss_activity: 0.3796, loss_completeness: 0.0941, loss_reg: 0.0810, loss: 0.5546, grad_norm: 16.3206 2020-10-05 23:34:03,885 - mmaction - INFO - Epoch [153][24/25] lr: 1.000e-03, eta: 19:07:01, time: 0.416, data_time: 0.009, memory: 6352, loss_activity: 0.1632, loss_completeness: 0.0613, loss_reg: 0.1053, loss: 0.3298, grad_norm: 7.2418 2020-10-05 23:34:04,295 - mmaction - INFO - Epoch [153][25/25] lr: 1.000e-03, eta: 19:06:36, time: 0.410, data_time: 0.009, memory: 6352, loss_activity: 0.1113, loss_completeness: 0.0451, loss_reg: 0.0771, loss: 0.2335, grad_norm: 8.6753 2020-10-05 23:34:11,244 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:37:19,445 - mmaction - INFO - Epoch [154][1/25] lr: 1.000e-03, eta: 19:13:16, time: 188.060, data_time: 181.358, memory: 6352, loss_activity: 0.1785, loss_completeness: 0.0699, loss_reg: 0.0614, loss: 0.3098, grad_norm: 9.8743 2020-10-05 23:37:20,153 - mmaction - INFO - Epoch [154][2/25] lr: 1.000e-03, eta: 19:12:52, time: 0.819, data_time: 0.246, memory: 6352, loss_activity: 0.0397, loss_completeness: 0.0871, loss_reg: 0.0510, loss: 0.1778, grad_norm: 4.2407 2020-10-05 23:37:20,722 - mmaction - INFO - Epoch [154][3/25] lr: 1.000e-03, eta: 19:12:27, time: 0.488, data_time: 0.047, memory: 6352, loss_activity: 0.0660, loss_completeness: 0.0636, loss_reg: 0.0352, loss: 0.1648, grad_norm: 4.6282 2020-10-05 23:37:21,253 - mmaction - INFO - Epoch [154][4/25] lr: 1.000e-03, eta: 19:12:02, time: 0.593, data_time: 0.115, memory: 6352, loss_activity: 0.3872, loss_completeness: 0.0943, loss_reg: 0.0726, loss: 0.5541, grad_norm: 11.3036 2020-10-05 23:37:21,752 - mmaction - INFO - Epoch [154][5/25] lr: 1.000e-03, eta: 19:11:37, time: 0.524, data_time: 0.052, memory: 6352, loss_activity: 0.2971, loss_completeness: 0.0680, loss_reg: 0.0506, loss: 0.4156, grad_norm: 12.9339 2020-10-05 23:37:22,353 - mmaction - INFO - Epoch [154][6/25] lr: 1.000e-03, eta: 19:11:13, time: 0.579, data_time: 0.030, memory: 6352, loss_activity: 0.1449, loss_completeness: 0.0826, loss_reg: 0.0343, loss: 0.2618, grad_norm: 7.0044 2020-10-05 23:37:22,901 - mmaction - INFO - Epoch [154][7/25] lr: 1.000e-03, eta: 19:10:48, time: 0.557, data_time: 0.050, memory: 6352, loss_activity: 0.1628, loss_completeness: 0.0721, loss_reg: 0.0512, loss: 0.2861, grad_norm: 12.0158 2020-10-05 23:37:23,416 - mmaction - INFO - Epoch [154][8/25] lr: 1.000e-03, eta: 19:10:23, time: 0.529, data_time: 0.082, memory: 6352, loss_activity: 0.5832, loss_completeness: 0.0855, loss_reg: 0.0489, loss: 0.7175, grad_norm: 14.7164 2020-10-05 23:37:23,950 - mmaction - INFO - Epoch [154][9/25] lr: 1.000e-03, eta: 19:09:58, time: 0.541, data_time: 0.028, memory: 6352, loss_activity: 0.3424, loss_completeness: 0.0615, loss_reg: 0.0250, loss: 0.4289, grad_norm: 6.8304 2020-10-05 23:37:24,454 - mmaction - INFO - Epoch [154][10/25] lr: 1.000e-03, eta: 19:09:34, time: 0.502, data_time: 0.019, memory: 6352, loss_activity: 0.1985, loss_completeness: 0.0677, loss_reg: 0.0712, loss: 0.3374, grad_norm: 7.6543 2020-10-05 23:37:25,136 - mmaction - INFO - Epoch [154][11/25] lr: 1.000e-03, eta: 19:09:09, time: 0.581, data_time: 0.021, memory: 6352, loss_activity: 0.2276, loss_completeness: 0.0758, loss_reg: 0.0692, loss: 0.3725, grad_norm: 10.8546 2020-10-05 23:37:25,665 - mmaction - INFO - Epoch [154][12/25] lr: 1.000e-03, eta: 19:08:44, time: 0.573, data_time: 0.122, memory: 6352, loss_activity: 0.0380, loss_completeness: 0.0578, loss_reg: 0.0931, loss: 0.1890, grad_norm: 4.5201 2020-10-05 23:37:26,142 - mmaction - INFO - Epoch [154][13/25] lr: 1.000e-03, eta: 19:08:20, time: 0.521, data_time: 0.079, memory: 6352, loss_activity: 0.0417, loss_completeness: 0.0714, loss_reg: 0.0420, loss: 0.1552, grad_norm: 3.9269 2020-10-05 23:37:26,686 - mmaction - INFO - Epoch [154][14/25] lr: 1.000e-03, eta: 19:07:55, time: 0.530, data_time: 0.041, memory: 6352, loss_activity: 0.3119, loss_completeness: 0.0870, loss_reg: 0.0449, loss: 0.4437, grad_norm: 8.2121 2020-10-05 23:37:27,235 - mmaction - INFO - Epoch [154][15/25] lr: 1.000e-03, eta: 19:07:30, time: 0.483, data_time: 0.049, memory: 6352, loss_activity: 0.0464, loss_completeness: 0.0740, loss_reg: 0.0400, loss: 0.1604, grad_norm: 4.0796 2020-10-05 23:37:27,798 - mmaction - INFO - Epoch [154][16/25] lr: 1.000e-03, eta: 19:07:06, time: 0.620, data_time: 0.114, memory: 6352, loss_activity: 0.1942, loss_completeness: 0.0559, loss_reg: 0.0702, loss: 0.3203, grad_norm: 5.1751 2020-10-05 23:37:28,337 - mmaction - INFO - Epoch [154][17/25] lr: 1.000e-03, eta: 19:06:41, time: 0.577, data_time: 0.057, memory: 6352, loss_activity: 0.2413, loss_completeness: 0.0829, loss_reg: 0.0546, loss: 0.3788, grad_norm: 9.8196 2020-10-05 23:37:29,004 - mmaction - INFO - Epoch [154][18/25] lr: 1.000e-03, eta: 19:06:17, time: 0.624, data_time: 0.017, memory: 6352, loss_activity: 0.0934, loss_completeness: 0.0417, loss_reg: 0.0328, loss: 0.1679, grad_norm: 7.3008 2020-10-05 23:37:29,643 - mmaction - INFO - Epoch [154][19/25] lr: 1.000e-03, eta: 19:05:52, time: 0.569, data_time: 0.063, memory: 6352, loss_activity: 0.0191, loss_completeness: 0.0793, loss_reg: 0.0501, loss: 0.1485, grad_norm: 3.7322 2020-10-05 23:37:30,314 - mmaction - INFO - Epoch [154][20/25] lr: 1.000e-03, eta: 19:05:28, time: 0.692, data_time: 0.190, memory: 6352, loss_activity: 0.1271, loss_completeness: 0.0667, loss_reg: 0.0451, loss: 0.2389, grad_norm: 5.6828 2020-10-05 23:37:30,892 - mmaction - INFO - Epoch [154][21/25] lr: 1.000e-03, eta: 19:05:03, time: 0.626, data_time: 0.158, memory: 6352, loss_activity: 0.1394, loss_completeness: 0.0767, loss_reg: 0.0466, loss: 0.2626, grad_norm: 9.9019 2020-10-05 23:37:31,335 - mmaction - INFO - Epoch [154][22/25] lr: 1.000e-03, eta: 19:04:39, time: 0.501, data_time: 0.066, memory: 6352, loss_activity: 0.3069, loss_completeness: 0.0533, loss_reg: 0.0557, loss: 0.4159, grad_norm: 7.5779 2020-10-05 23:37:31,744 - mmaction - INFO - Epoch [154][23/25] lr: 1.000e-03, eta: 19:04:14, time: 0.409, data_time: 0.006, memory: 6352, loss_activity: 0.2737, loss_completeness: 0.0937, loss_reg: 0.0550, loss: 0.4224, grad_norm: 8.0972 2020-10-05 23:37:32,152 - mmaction - INFO - Epoch [154][24/25] lr: 1.000e-03, eta: 19:03:49, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.0400, loss_completeness: 0.0638, loss_reg: 0.0260, loss: 0.1298, grad_norm: 4.5186 2020-10-05 23:37:32,569 - mmaction - INFO - Epoch [154][25/25] lr: 1.000e-03, eta: 19:03:24, time: 0.412, data_time: 0.006, memory: 6352, loss_activity: 0.4473, loss_completeness: 0.0732, loss_reg: 0.0298, loss: 0.5504, grad_norm: 20.7953 2020-10-05 23:37:42,870 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:40:48,539 - mmaction - INFO - Epoch [155][1/25] lr: 1.000e-03, eta: 19:09:55, time: 185.468, data_time: 179.599, memory: 6352, loss_activity: 0.0333, loss_completeness: 0.0966, loss_reg: 0.0460, loss: 0.1759, grad_norm: 3.7063 2020-10-05 23:40:49,204 - mmaction - INFO - Epoch [155][2/25] lr: 1.000e-03, eta: 19:09:31, time: 0.769, data_time: 0.302, memory: 6352, loss_activity: 0.0635, loss_completeness: 0.0590, loss_reg: 0.0483, loss: 0.1708, grad_norm: 3.7946 2020-10-05 23:40:49,745 - mmaction - INFO - Epoch [155][3/25] lr: 1.000e-03, eta: 19:09:06, time: 0.562, data_time: 0.118, memory: 6352, loss_activity: 0.1222, loss_completeness: 0.0691, loss_reg: 0.0416, loss: 0.2329, grad_norm: 4.2920 2020-10-05 23:40:50,302 - mmaction - INFO - Epoch [155][4/25] lr: 1.000e-03, eta: 19:08:42, time: 0.629, data_time: 0.077, memory: 6352, loss_activity: 0.2929, loss_completeness: 0.0869, loss_reg: 0.0511, loss: 0.4310, grad_norm: 9.4421 2020-10-05 23:40:50,935 - mmaction - INFO - Epoch [155][5/25] lr: 1.000e-03, eta: 19:08:17, time: 0.532, data_time: 0.014, memory: 6352, loss_activity: 0.0844, loss_completeness: 0.0764, loss_reg: 0.0376, loss: 0.1985, grad_norm: 4.6989 2020-10-05 23:40:51,460 - mmaction - INFO - Epoch [155][6/25] lr: 1.000e-03, eta: 19:07:53, time: 0.553, data_time: 0.118, memory: 6352, loss_activity: 0.4692, loss_completeness: 0.0604, loss_reg: 0.0515, loss: 0.5811, grad_norm: 9.9607 2020-10-05 23:40:51,973 - mmaction - INFO - Epoch [155][7/25] lr: 1.000e-03, eta: 19:07:28, time: 0.539, data_time: 0.081, memory: 6352, loss_activity: 0.0228, loss_completeness: 0.0718, loss_reg: 0.0667, loss: 0.1614, grad_norm: 3.9047 2020-10-05 23:40:52,584 - mmaction - INFO - Epoch [155][8/25] lr: 1.000e-03, eta: 19:07:03, time: 0.555, data_time: 0.065, memory: 6352, loss_activity: 0.0405, loss_completeness: 0.0553, loss_reg: 0.0869, loss: 0.1827, grad_norm: 5.3404 2020-10-05 23:40:53,179 - mmaction - INFO - Epoch [155][9/25] lr: 1.000e-03, eta: 19:06:39, time: 0.648, data_time: 0.108, memory: 6352, loss_activity: 0.1526, loss_completeness: 0.0611, loss_reg: 0.0346, loss: 0.2483, grad_norm: 5.2959 2020-10-05 23:40:53,660 - mmaction - INFO - Epoch [155][10/25] lr: 1.000e-03, eta: 19:06:14, time: 0.497, data_time: 0.064, memory: 6352, loss_activity: 0.1261, loss_completeness: 0.0633, loss_reg: 0.0268, loss: 0.2162, grad_norm: 4.7166 2020-10-05 23:40:54,389 - mmaction - INFO - Epoch [155][11/25] lr: 1.000e-03, eta: 19:05:50, time: 0.648, data_time: 0.051, memory: 6352, loss_activity: 0.5449, loss_completeness: 0.0890, loss_reg: 0.0268, loss: 0.6606, grad_norm: 11.7120 2020-10-05 23:40:54,930 - mmaction - INFO - Epoch [155][12/25] lr: 1.000e-03, eta: 19:05:26, time: 0.609, data_time: 0.122, memory: 6352, loss_activity: 0.1129, loss_completeness: 0.0902, loss_reg: 0.0430, loss: 0.2461, grad_norm: 5.4023 2020-10-05 23:40:55,507 - mmaction - INFO - Epoch [155][13/25] lr: 1.000e-03, eta: 19:05:01, time: 0.502, data_time: 0.055, memory: 6352, loss_activity: 0.1456, loss_completeness: 0.0836, loss_reg: 0.0425, loss: 0.2717, grad_norm: 6.7932 2020-10-05 23:40:56,049 - mmaction - INFO - Epoch [155][14/25] lr: 1.000e-03, eta: 19:04:37, time: 0.560, data_time: 0.129, memory: 6352, loss_activity: 0.0869, loss_completeness: 0.0590, loss_reg: 0.0807, loss: 0.2266, grad_norm: 4.9856 2020-10-05 23:40:56,582 - mmaction - INFO - Epoch [155][15/25] lr: 1.000e-03, eta: 19:04:12, time: 0.558, data_time: 0.117, memory: 6352, loss_activity: 0.1178, loss_completeness: 0.0770, loss_reg: 0.0390, loss: 0.2338, grad_norm: 7.1260 2020-10-05 23:40:57,098 - mmaction - INFO - Epoch [155][16/25] lr: 1.000e-03, eta: 19:03:48, time: 0.532, data_time: 0.086, memory: 6352, loss_activity: 0.3124, loss_completeness: 0.1022, loss_reg: 0.0559, loss: 0.4705, grad_norm: 10.9623 2020-10-05 23:40:57,667 - mmaction - INFO - Epoch [155][17/25] lr: 1.000e-03, eta: 19:03:23, time: 0.622, data_time: 0.071, memory: 6352, loss_activity: 0.1764, loss_completeness: 0.0671, loss_reg: 0.0590, loss: 0.3025, grad_norm: 5.5348 2020-10-05 23:40:58,285 - mmaction - INFO - Epoch [155][18/25] lr: 1.000e-03, eta: 19:02:59, time: 0.494, data_time: 0.019, memory: 6352, loss_activity: 0.1512, loss_completeness: 0.0450, loss_reg: 0.0444, loss: 0.2407, grad_norm: 7.0733 2020-10-05 23:40:58,753 - mmaction - INFO - Epoch [155][19/25] lr: 1.000e-03, eta: 19:02:34, time: 0.561, data_time: 0.144, memory: 6352, loss_activity: 0.1461, loss_completeness: 0.0622, loss_reg: 0.0467, loss: 0.2549, grad_norm: 4.4333 2020-10-05 23:40:59,407 - mmaction - INFO - Epoch [155][20/25] lr: 1.000e-03, eta: 19:02:10, time: 0.621, data_time: 0.111, memory: 6352, loss_activity: 0.1543, loss_completeness: 0.0623, loss_reg: 0.0427, loss: 0.2592, grad_norm: 14.2734 2020-10-05 23:40:59,970 - mmaction - INFO - Epoch [155][21/25] lr: 1.000e-03, eta: 19:01:46, time: 0.573, data_time: 0.102, memory: 6352, loss_activity: 0.0299, loss_completeness: 0.0686, loss_reg: 0.0580, loss: 0.1565, grad_norm: 4.7526 2020-10-05 23:41:00,412 - mmaction - INFO - Epoch [155][22/25] lr: 1.000e-03, eta: 19:01:21, time: 0.494, data_time: 0.076, memory: 6352, loss_activity: 0.0527, loss_completeness: 0.0751, loss_reg: 0.0247, loss: 0.1525, grad_norm: 4.3675 2020-10-05 23:41:00,827 - mmaction - INFO - Epoch [155][23/25] lr: 1.000e-03, eta: 19:00:56, time: 0.430, data_time: 0.023, memory: 6352, loss_activity: 0.9188, loss_completeness: 0.1004, loss_reg: 0.0576, loss: 1.0769, grad_norm: 25.2482 2020-10-05 23:41:01,235 - mmaction - INFO - Epoch [155][24/25] lr: 1.000e-03, eta: 19:00:32, time: 0.409, data_time: 0.008, memory: 6352, loss_activity: 0.3042, loss_completeness: 0.0984, loss_reg: 0.0501, loss: 0.4528, grad_norm: 8.3087 2020-10-05 23:41:01,648 - mmaction - INFO - Epoch [155][25/25] lr: 1.000e-03, eta: 19:00:07, time: 0.413, data_time: 0.013, memory: 6352, loss_activity: 0.1789, loss_completeness: 0.0778, loss_reg: 0.0384, loss: 0.2950, grad_norm: 8.5560 2020-10-05 23:41:08,281 - mmaction - INFO - Saving checkpoint at 155 epochs 2020-10-05 23:41:08,974 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:44:13,652 - mmaction - INFO - Epoch [156][1/25] lr: 1.000e-03, eta: 19:06:32, time: 184.594, data_time: 179.813, memory: 6352, loss_activity: 0.3228, loss_completeness: 0.0691, loss_reg: 0.0387, loss: 0.4305, grad_norm: 10.2826 2020-10-05 23:44:14,282 - mmaction - INFO - Epoch [156][2/25] lr: 1.000e-03, eta: 19:06:08, time: 0.673, data_time: 0.181, memory: 6352, loss_activity: 0.1053, loss_completeness: 0.0707, loss_reg: 0.0417, loss: 0.2178, grad_norm: 6.5902 2020-10-05 23:44:14,812 - mmaction - INFO - Epoch [156][3/25] lr: 1.000e-03, eta: 19:05:43, time: 0.501, data_time: 0.045, memory: 6352, loss_activity: 0.0510, loss_completeness: 0.0653, loss_reg: 0.0638, loss: 0.1801, grad_norm: 5.7719 2020-10-05 23:44:15,415 - mmaction - INFO - Epoch [156][4/25] lr: 1.000e-03, eta: 19:05:19, time: 0.634, data_time: 0.084, memory: 6352, loss_activity: 0.2846, loss_completeness: 0.0527, loss_reg: 0.0272, loss: 0.3645, grad_norm: 10.8010 2020-10-05 23:44:15,921 - mmaction - INFO - Epoch [156][5/25] lr: 1.000e-03, eta: 19:04:55, time: 0.543, data_time: 0.042, memory: 6352, loss_activity: 0.1302, loss_completeness: 0.0826, loss_reg: 0.0683, loss: 0.2812, grad_norm: 10.9385 2020-10-05 23:44:16,438 - mmaction - INFO - Epoch [156][6/25] lr: 1.000e-03, eta: 19:04:30, time: 0.442, data_time: 0.020, memory: 6352, loss_activity: 0.1514, loss_completeness: 0.0339, loss_reg: 0.0540, loss: 0.2394, grad_norm: 4.3880 2020-10-05 23:44:16,990 - mmaction - INFO - Epoch [156][7/25] lr: 1.000e-03, eta: 19:04:06, time: 0.587, data_time: 0.103, memory: 6352, loss_activity: 0.0674, loss_completeness: 0.0665, loss_reg: 0.0803, loss: 0.2142, grad_norm: 5.3941 2020-10-05 23:44:17,566 - mmaction - INFO - Epoch [156][8/25] lr: 1.000e-03, eta: 19:03:41, time: 0.616, data_time: 0.057, memory: 6352, loss_activity: 0.0289, loss_completeness: 0.0693, loss_reg: 0.0395, loss: 0.1376, grad_norm: 4.8395 2020-10-05 23:44:18,081 - mmaction - INFO - Epoch [156][9/25] lr: 1.000e-03, eta: 19:03:17, time: 0.466, data_time: 0.012, memory: 6352, loss_activity: 0.2267, loss_completeness: 0.0650, loss_reg: 0.0361, loss: 0.3278, grad_norm: 9.8036 2020-10-05 23:44:18,553 - mmaction - INFO - Epoch [156][10/25] lr: 1.000e-03, eta: 19:02:52, time: 0.517, data_time: 0.054, memory: 6352, loss_activity: 0.3351, loss_completeness: 0.0575, loss_reg: 0.1160, loss: 0.5086, grad_norm: 14.8858 2020-10-05 23:44:19,092 - mmaction - INFO - Epoch [156][11/25] lr: 1.000e-03, eta: 19:02:28, time: 0.543, data_time: 0.009, memory: 6352, loss_activity: 0.3423, loss_completeness: 0.0854, loss_reg: 0.0401, loss: 0.4678, grad_norm: 16.6630 2020-10-05 23:44:19,742 - mmaction - INFO - Epoch [156][12/25] lr: 1.000e-03, eta: 19:02:03, time: 0.532, data_time: 0.005, memory: 6352, loss_activity: 0.1358, loss_completeness: 0.0575, loss_reg: 0.0610, loss: 0.2543, grad_norm: 8.8297 2020-10-05 23:44:20,208 - mmaction - INFO - Epoch [156][13/25] lr: 1.000e-03, eta: 19:01:39, time: 0.581, data_time: 0.125, memory: 6352, loss_activity: 0.1574, loss_completeness: 0.0716, loss_reg: 0.0582, loss: 0.2872, grad_norm: 6.1079 2020-10-05 23:44:20,756 - mmaction - INFO - Epoch [156][14/25] lr: 1.000e-03, eta: 19:01:15, time: 0.518, data_time: 0.014, memory: 6352, loss_activity: 0.1154, loss_completeness: 0.0958, loss_reg: 0.0870, loss: 0.2981, grad_norm: 9.1665 2020-10-05 23:44:21,308 - mmaction - INFO - Epoch [156][15/25] lr: 1.000e-03, eta: 19:00:50, time: 0.582, data_time: 0.039, memory: 6352, loss_activity: 0.1689, loss_completeness: 0.0754, loss_reg: 0.0286, loss: 0.2728, grad_norm: 6.6179 2020-10-05 23:44:21,874 - mmaction - INFO - Epoch [156][16/25] lr: 1.000e-03, eta: 19:00:26, time: 0.527, data_time: 0.009, memory: 6352, loss_activity: 0.9422, loss_completeness: 0.0729, loss_reg: 0.0437, loss: 1.0587, grad_norm: 13.4671 2020-10-05 23:44:22,438 - mmaction - INFO - Epoch [156][17/25] lr: 1.000e-03, eta: 19:00:02, time: 0.514, data_time: 0.047, memory: 6352, loss_activity: 0.0799, loss_completeness: 0.0672, loss_reg: 0.0704, loss: 0.2175, grad_norm: 5.7610 2020-10-05 23:44:22,882 - mmaction - INFO - Epoch [156][18/25] lr: 1.000e-03, eta: 18:59:37, time: 0.519, data_time: 0.107, memory: 6352, loss_activity: 0.3049, loss_completeness: 0.0882, loss_reg: 0.0496, loss: 0.4427, grad_norm: 6.5016 2020-10-05 23:44:23,584 - mmaction - INFO - Epoch [156][19/25] lr: 1.000e-03, eta: 18:59:13, time: 0.607, data_time: 0.036, memory: 6352, loss_activity: 0.2756, loss_completeness: 0.0496, loss_reg: 0.0498, loss: 0.3749, grad_norm: 7.7944 2020-10-05 23:44:24,182 - mmaction - INFO - Epoch [156][20/25] lr: 1.000e-03, eta: 18:58:49, time: 0.630, data_time: 0.153, memory: 6352, loss_activity: 0.3184, loss_completeness: 0.0836, loss_reg: 0.0300, loss: 0.4320, grad_norm: 12.5136 2020-10-05 23:44:24,765 - mmaction - INFO - Epoch [156][21/25] lr: 1.000e-03, eta: 18:58:25, time: 0.557, data_time: 0.147, memory: 6352, loss_activity: 0.0264, loss_completeness: 0.0681, loss_reg: 0.0446, loss: 0.1391, grad_norm: 3.8976 2020-10-05 23:44:25,207 - mmaction - INFO - Epoch [156][22/25] lr: 1.000e-03, eta: 18:58:01, time: 0.538, data_time: 0.114, memory: 6352, loss_activity: 0.2406, loss_completeness: 0.0707, loss_reg: 0.0457, loss: 0.3570, grad_norm: 15.4662 2020-10-05 23:44:25,622 - mmaction - INFO - Epoch [156][23/25] lr: 1.000e-03, eta: 18:57:36, time: 0.419, data_time: 0.011, memory: 6352, loss_activity: 0.1402, loss_completeness: 0.1009, loss_reg: 0.0331, loss: 0.2742, grad_norm: 8.8102 2020-10-05 23:44:26,041 - mmaction - INFO - Epoch [156][24/25] lr: 1.000e-03, eta: 18:57:11, time: 0.416, data_time: 0.010, memory: 6352, loss_activity: 0.5792, loss_completeness: 0.0708, loss_reg: 0.0432, loss: 0.6932, grad_norm: 12.1547 2020-10-05 23:44:26,456 - mmaction - INFO - Epoch [156][25/25] lr: 1.000e-03, eta: 18:56:47, time: 0.418, data_time: 0.016, memory: 6352, loss_activity: 0.3121, loss_completeness: 0.0730, loss_reg: 0.0520, loss: 0.4370, grad_norm: 14.9748 2020-10-05 23:44:33,685 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:47:42,003 - mmaction - INFO - Epoch [157][1/25] lr: 1.000e-03, eta: 19:03:16, time: 188.112, data_time: 182.458, memory: 6352, loss_activity: 0.1377, loss_completeness: 0.0474, loss_reg: 0.0443, loss: 0.2294, grad_norm: 6.2757 2020-10-05 23:47:42,627 - mmaction - INFO - Epoch [157][2/25] lr: 1.000e-03, eta: 19:02:52, time: 0.755, data_time: 0.304, memory: 6352, loss_activity: 0.2003, loss_completeness: 0.0624, loss_reg: 0.0201, loss: 0.2828, grad_norm: 9.2703 2020-10-05 23:47:43,209 - mmaction - INFO - Epoch [157][3/25] lr: 1.000e-03, eta: 19:02:28, time: 0.552, data_time: 0.103, memory: 6352, loss_activity: 0.0360, loss_completeness: 0.0779, loss_reg: 0.0396, loss: 0.1534, grad_norm: 3.4857 2020-10-05 23:47:43,794 - mmaction - INFO - Epoch [157][4/25] lr: 1.000e-03, eta: 19:02:04, time: 0.624, data_time: 0.115, memory: 6352, loss_activity: 0.2637, loss_completeness: 0.0528, loss_reg: 0.0695, loss: 0.3860, grad_norm: 6.5282 2020-10-05 23:47:44,339 - mmaction - INFO - Epoch [157][5/25] lr: 1.000e-03, eta: 19:01:40, time: 0.553, data_time: 0.068, memory: 6352, loss_activity: 0.0609, loss_completeness: 0.0786, loss_reg: 0.0436, loss: 0.1830, grad_norm: 4.0892 2020-10-05 23:47:44,883 - mmaction - INFO - Epoch [157][6/25] lr: 1.000e-03, eta: 19:01:15, time: 0.599, data_time: 0.058, memory: 6352, loss_activity: 0.4411, loss_completeness: 0.0380, loss_reg: 0.0221, loss: 0.5012, grad_norm: 13.1794 2020-10-05 23:47:45,440 - mmaction - INFO - Epoch [157][7/25] lr: 1.000e-03, eta: 19:00:51, time: 0.532, data_time: 0.003, memory: 6352, loss_activity: 0.1007, loss_completeness: 0.0870, loss_reg: 0.0557, loss: 0.2435, grad_norm: 6.7628 2020-10-05 23:47:46,009 - mmaction - INFO - Epoch [157][8/25] lr: 1.000e-03, eta: 19:00:27, time: 0.579, data_time: 0.030, memory: 6352, loss_activity: 0.4484, loss_completeness: 0.0850, loss_reg: 0.0642, loss: 0.5975, grad_norm: 19.6787 2020-10-05 23:47:46,614 - mmaction - INFO - Epoch [157][9/25] lr: 1.000e-03, eta: 19:00:03, time: 0.620, data_time: 0.024, memory: 6352, loss_activity: 0.1309, loss_completeness: 0.0721, loss_reg: 0.0852, loss: 0.2882, grad_norm: 7.5287 2020-10-05 23:47:47,090 - mmaction - INFO - Epoch [157][10/25] lr: 1.000e-03, eta: 18:59:38, time: 0.455, data_time: 0.015, memory: 6352, loss_activity: 0.1085, loss_completeness: 0.0737, loss_reg: 0.0500, loss: 0.2322, grad_norm: 4.4878 2020-10-05 23:47:47,675 - mmaction - INFO - Epoch [157][11/25] lr: 1.000e-03, eta: 18:59:14, time: 0.537, data_time: 0.030, memory: 6352, loss_activity: 0.1334, loss_completeness: 0.0709, loss_reg: 0.1066, loss: 0.3108, grad_norm: 6.0718 2020-10-05 23:47:48,144 - mmaction - INFO - Epoch [157][12/25] lr: 1.000e-03, eta: 18:58:50, time: 0.519, data_time: 0.078, memory: 6352, loss_activity: 0.2407, loss_completeness: 0.0640, loss_reg: 0.0385, loss: 0.3433, grad_norm: 7.8298 2020-10-05 23:47:48,728 - mmaction - INFO - Epoch [157][13/25] lr: 1.000e-03, eta: 18:58:26, time: 0.569, data_time: 0.029, memory: 6352, loss_activity: 0.0795, loss_completeness: 0.0726, loss_reg: 0.0530, loss: 0.2052, grad_norm: 4.6375 2020-10-05 23:47:49,313 - mmaction - INFO - Epoch [157][14/25] lr: 1.000e-03, eta: 18:58:02, time: 0.618, data_time: 0.039, memory: 6352, loss_activity: 0.1154, loss_completeness: 0.0605, loss_reg: 0.0395, loss: 0.2153, grad_norm: 7.3487 2020-10-05 23:47:49,824 - mmaction - INFO - Epoch [157][15/25] lr: 1.000e-03, eta: 18:57:37, time: 0.475, data_time: 0.005, memory: 6352, loss_activity: 0.1687, loss_completeness: 0.0492, loss_reg: 0.0453, loss: 0.2632, grad_norm: 6.0539 2020-10-05 23:47:50,303 - mmaction - INFO - Epoch [157][16/25] lr: 1.000e-03, eta: 18:57:13, time: 0.497, data_time: 0.041, memory: 6352, loss_activity: 0.2320, loss_completeness: 0.0629, loss_reg: 0.0537, loss: 0.3486, grad_norm: 9.2171 2020-10-05 23:47:50,955 - mmaction - INFO - Epoch [157][17/25] lr: 1.000e-03, eta: 18:56:49, time: 0.671, data_time: 0.024, memory: 6352, loss_activity: 0.1258, loss_completeness: 0.0839, loss_reg: 0.0643, loss: 0.2740, grad_norm: 4.4033 2020-10-05 23:47:51,585 - mmaction - INFO - Epoch [157][18/25] lr: 1.000e-03, eta: 18:56:25, time: 0.476, data_time: 0.019, memory: 6352, loss_activity: 0.1769, loss_completeness: 0.0606, loss_reg: 0.0452, loss: 0.2827, grad_norm: 5.5464 2020-10-05 23:47:52,161 - mmaction - INFO - Epoch [157][19/25] lr: 1.000e-03, eta: 18:56:01, time: 0.673, data_time: 0.160, memory: 6352, loss_activity: 0.0940, loss_completeness: 0.0849, loss_reg: 0.0658, loss: 0.2447, grad_norm: 5.4044 2020-10-05 23:47:52,718 - mmaction - INFO - Epoch [157][20/25] lr: 1.000e-03, eta: 18:55:37, time: 0.589, data_time: 0.119, memory: 6352, loss_activity: 0.0111, loss_completeness: 0.0896, loss_reg: 0.0599, loss: 0.1606, grad_norm: 3.8075 2020-10-05 23:47:53,260 - mmaction - INFO - Epoch [157][21/25] lr: 1.000e-03, eta: 18:55:13, time: 0.527, data_time: 0.095, memory: 6352, loss_activity: 0.3867, loss_completeness: 0.0983, loss_reg: 0.0541, loss: 0.5391, grad_norm: 14.1416 2020-10-05 23:47:53,746 - mmaction - INFO - Epoch [157][22/25] lr: 1.000e-03, eta: 18:54:48, time: 0.525, data_time: 0.062, memory: 6352, loss_activity: 0.1264, loss_completeness: 0.0694, loss_reg: 0.0402, loss: 0.2360, grad_norm: 4.9183 2020-10-05 23:47:54,158 - mmaction - INFO - Epoch [157][23/25] lr: 1.000e-03, eta: 18:54:24, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.1336, loss_completeness: 0.0563, loss_reg: 0.0564, loss: 0.2463, grad_norm: 5.7641 2020-10-05 23:47:54,567 - mmaction - INFO - Epoch [157][24/25] lr: 1.000e-03, eta: 18:54:00, time: 0.410, data_time: 0.008, memory: 6352, loss_activity: 0.2101, loss_completeness: 0.0965, loss_reg: 0.0636, loss: 0.3702, grad_norm: 10.9823 2020-10-05 23:47:54,978 - mmaction - INFO - Epoch [157][25/25] lr: 1.000e-03, eta: 18:53:35, time: 0.411, data_time: 0.003, memory: 6352, loss_activity: 0.1159, loss_completeness: 0.0682, loss_reg: 0.0929, loss: 0.2770, grad_norm: 7.9634 2020-10-05 23:48:04,405 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:51:19,406 - mmaction - INFO - Epoch [158][1/25] lr: 1.000e-03, eta: 19:00:16, time: 194.853, data_time: 188.431, memory: 6352, loss_activity: 0.0819, loss_completeness: 0.0712, loss_reg: 0.0808, loss: 0.2339, grad_norm: 7.7675 2020-10-05 23:51:20,098 - mmaction - INFO - Epoch [158][2/25] lr: 1.000e-03, eta: 18:59:52, time: 0.785, data_time: 0.257, memory: 6352, loss_activity: 0.2642, loss_completeness: 0.0859, loss_reg: 0.0357, loss: 0.3858, grad_norm: 6.0900 2020-10-05 23:51:20,554 - mmaction - INFO - Epoch [158][3/25] lr: 1.000e-03, eta: 18:59:28, time: 0.469, data_time: 0.063, memory: 6352, loss_activity: 0.1307, loss_completeness: 0.0646, loss_reg: 0.0636, loss: 0.2589, grad_norm: 6.8760 2020-10-05 23:51:21,179 - mmaction - INFO - Epoch [158][4/25] lr: 1.000e-03, eta: 18:59:03, time: 0.588, data_time: 0.057, memory: 6352, loss_activity: 0.1577, loss_completeness: 0.0449, loss_reg: 0.0551, loss: 0.2577, grad_norm: 12.1966 2020-10-05 23:51:21,814 - mmaction - INFO - Epoch [158][5/25] lr: 1.000e-03, eta: 18:58:39, time: 0.599, data_time: 0.083, memory: 6352, loss_activity: 0.0950, loss_completeness: 0.0708, loss_reg: 0.0439, loss: 0.2097, grad_norm: 5.6528 2020-10-05 23:51:22,368 - mmaction - INFO - Epoch [158][6/25] lr: 1.000e-03, eta: 18:58:15, time: 0.614, data_time: 0.117, memory: 6352, loss_activity: 0.1803, loss_completeness: 0.0804, loss_reg: 0.0414, loss: 0.3021, grad_norm: 9.0731 2020-10-05 23:51:22,859 - mmaction - INFO - Epoch [158][7/25] lr: 1.000e-03, eta: 18:57:51, time: 0.525, data_time: 0.058, memory: 6352, loss_activity: 0.2530, loss_completeness: 0.0702, loss_reg: 0.0537, loss: 0.3769, grad_norm: 9.0923 2020-10-05 23:51:23,437 - mmaction - INFO - Epoch [158][8/25] lr: 1.000e-03, eta: 18:57:27, time: 0.541, data_time: 0.023, memory: 6352, loss_activity: 0.3175, loss_completeness: 0.0711, loss_reg: 0.0571, loss: 0.4456, grad_norm: 15.3407 2020-10-05 23:51:24,030 - mmaction - INFO - Epoch [158][9/25] lr: 1.000e-03, eta: 18:57:03, time: 0.564, data_time: 0.066, memory: 6352, loss_activity: 0.5259, loss_completeness: 0.0463, loss_reg: 0.0536, loss: 0.6258, grad_norm: 12.6285 2020-10-05 23:51:24,550 - mmaction - INFO - Epoch [158][10/25] lr: 1.000e-03, eta: 18:56:39, time: 0.572, data_time: 0.092, memory: 6352, loss_activity: 0.0312, loss_completeness: 0.0612, loss_reg: 0.0951, loss: 0.1874, grad_norm: 4.5066 2020-10-05 23:51:25,146 - mmaction - INFO - Epoch [158][11/25] lr: 1.000e-03, eta: 18:56:15, time: 0.604, data_time: 0.036, memory: 6352, loss_activity: 0.1705, loss_completeness: 0.0797, loss_reg: 0.0698, loss: 0.3201, grad_norm: 12.5755 2020-10-05 23:51:25,647 - mmaction - INFO - Epoch [158][12/25] lr: 1.000e-03, eta: 18:55:51, time: 0.457, data_time: 0.029, memory: 6352, loss_activity: 0.1369, loss_completeness: 0.0510, loss_reg: 0.0598, loss: 0.2478, grad_norm: 9.3600 2020-10-05 23:51:26,225 - mmaction - INFO - Epoch [158][13/25] lr: 1.000e-03, eta: 18:55:27, time: 0.574, data_time: 0.073, memory: 6352, loss_activity: 0.7396, loss_completeness: 0.0839, loss_reg: 0.1016, loss: 0.9251, grad_norm: 11.8417 2020-10-05 23:51:26,690 - mmaction - INFO - Epoch [158][14/25] lr: 1.000e-03, eta: 18:55:03, time: 0.534, data_time: 0.082, memory: 6352, loss_activity: 0.5047, loss_completeness: 0.0849, loss_reg: 0.0502, loss: 0.6398, grad_norm: 10.9401 2020-10-05 23:51:27,264 - mmaction - INFO - Epoch [158][15/25] lr: 1.000e-03, eta: 18:54:39, time: 0.576, data_time: 0.006, memory: 6352, loss_activity: 0.0392, loss_completeness: 0.0827, loss_reg: 0.0475, loss: 0.1693, grad_norm: 4.7749 2020-10-05 23:51:27,856 - mmaction - INFO - Epoch [158][16/25] lr: 1.000e-03, eta: 18:54:14, time: 0.530, data_time: 0.005, memory: 6352, loss_activity: 0.0915, loss_completeness: 0.0791, loss_reg: 0.0529, loss: 0.2234, grad_norm: 6.4736 2020-10-05 23:51:28,479 - mmaction - INFO - Epoch [158][17/25] lr: 1.000e-03, eta: 18:53:51, time: 0.608, data_time: 0.088, memory: 6352, loss_activity: 0.1311, loss_completeness: 0.0635, loss_reg: 0.0663, loss: 0.2609, grad_norm: 7.2375 2020-10-05 23:51:29,078 - mmaction - INFO - Epoch [158][18/25] lr: 1.000e-03, eta: 18:53:27, time: 0.597, data_time: 0.088, memory: 6352, loss_activity: 0.1932, loss_completeness: 0.0781, loss_reg: 0.0696, loss: 0.3409, grad_norm: 7.0349 2020-10-05 23:51:29,635 - mmaction - INFO - Epoch [158][19/25] lr: 1.000e-03, eta: 18:53:03, time: 0.509, data_time: 0.087, memory: 6352, loss_activity: 0.0946, loss_completeness: 0.0835, loss_reg: 0.0272, loss: 0.2054, grad_norm: 5.8483 2020-10-05 23:51:30,182 - mmaction - INFO - Epoch [158][20/25] lr: 1.000e-03, eta: 18:52:39, time: 0.619, data_time: 0.198, memory: 6352, loss_activity: 0.1825, loss_completeness: 0.0911, loss_reg: 0.0767, loss: 0.3504, grad_norm: 5.2472 2020-10-05 23:51:30,780 - mmaction - INFO - Epoch [158][21/25] lr: 1.000e-03, eta: 18:52:15, time: 0.590, data_time: 0.123, memory: 6352, loss_activity: 0.2326, loss_completeness: 0.0723, loss_reg: 0.0406, loss: 0.3455, grad_norm: 4.7858 2020-10-05 23:51:31,264 - mmaction - INFO - Epoch [158][22/25] lr: 1.000e-03, eta: 18:51:51, time: 0.545, data_time: 0.068, memory: 6352, loss_activity: 0.2131, loss_completeness: 0.0795, loss_reg: 0.0321, loss: 0.3247, grad_norm: 8.3591 2020-10-05 23:51:31,670 - mmaction - INFO - Epoch [158][23/25] lr: 1.000e-03, eta: 18:51:27, time: 0.405, data_time: 0.006, memory: 6352, loss_activity: 0.3313, loss_completeness: 0.0560, loss_reg: 0.0802, loss: 0.4675, grad_norm: 11.6753 2020-10-05 23:51:32,081 - mmaction - INFO - Epoch [158][24/25] lr: 1.000e-03, eta: 18:51:02, time: 0.411, data_time: 0.007, memory: 6352, loss_activity: 0.3312, loss_completeness: 0.0582, loss_reg: 0.0454, loss: 0.4348, grad_norm: 7.7851 2020-10-05 23:51:32,490 - mmaction - INFO - Epoch [158][25/25] lr: 1.000e-03, eta: 18:50:38, time: 0.408, data_time: 0.004, memory: 6352, loss_activity: 0.1088, loss_completeness: 0.0634, loss_reg: 0.0625, loss: 0.2347, grad_norm: 5.8669 2020-10-05 23:51:40,320 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:54:46,849 - mmaction - INFO - Epoch [159][1/25] lr: 1.000e-03, eta: 18:56:56, time: 186.389, data_time: 180.657, memory: 6352, loss_activity: 0.1236, loss_completeness: 0.0609, loss_reg: 0.0278, loss: 0.2123, grad_norm: 8.0400 2020-10-05 23:54:47,505 - mmaction - INFO - Epoch [159][2/25] lr: 1.000e-03, eta: 18:56:33, time: 0.719, data_time: 0.237, memory: 6352, loss_activity: 0.5756, loss_completeness: 0.0929, loss_reg: 0.0442, loss: 0.7127, grad_norm: 11.4738 2020-10-05 23:54:48,033 - mmaction - INFO - Epoch [159][3/25] lr: 1.000e-03, eta: 18:56:09, time: 0.587, data_time: 0.093, memory: 6352, loss_activity: 0.0516, loss_completeness: 0.0356, loss_reg: 0.0310, loss: 0.1182, grad_norm: 3.9980 2020-10-05 23:54:48,589 - mmaction - INFO - Epoch [159][4/25] lr: 1.000e-03, eta: 18:55:45, time: 0.548, data_time: 0.027, memory: 6352, loss_activity: 0.0671, loss_completeness: 0.0827, loss_reg: 0.0372, loss: 0.1870, grad_norm: 4.1792 2020-10-05 23:54:49,202 - mmaction - INFO - Epoch [159][5/25] lr: 1.000e-03, eta: 18:55:21, time: 0.584, data_time: 0.031, memory: 6352, loss_activity: 0.2364, loss_completeness: 0.0532, loss_reg: 0.0379, loss: 0.3275, grad_norm: 7.9244 2020-10-05 23:54:49,796 - mmaction - INFO - Epoch [159][6/25] lr: 1.000e-03, eta: 18:54:57, time: 0.596, data_time: 0.070, memory: 6352, loss_activity: 0.0899, loss_completeness: 0.0685, loss_reg: 0.0776, loss: 0.2360, grad_norm: 5.0058 2020-10-05 23:54:50,231 - mmaction - INFO - Epoch [159][7/25] lr: 1.000e-03, eta: 18:54:33, time: 0.479, data_time: 0.073, memory: 6352, loss_activity: 0.3279, loss_completeness: 0.0932, loss_reg: 0.0670, loss: 0.4881, grad_norm: 7.2292 2020-10-05 23:54:50,917 - mmaction - INFO - Epoch [159][8/25] lr: 1.000e-03, eta: 18:54:09, time: 0.609, data_time: 0.012, memory: 6352, loss_activity: 0.1585, loss_completeness: 0.0799, loss_reg: 0.0391, loss: 0.2775, grad_norm: 6.4788 2020-10-05 23:54:51,487 - mmaction - INFO - Epoch [159][9/25] lr: 1.000e-03, eta: 18:53:45, time: 0.580, data_time: 0.089, memory: 6352, loss_activity: 0.2679, loss_completeness: 0.0739, loss_reg: 0.0306, loss: 0.3724, grad_norm: 6.7074 2020-10-05 23:54:52,081 - mmaction - INFO - Epoch [159][10/25] lr: 1.000e-03, eta: 18:53:21, time: 0.570, data_time: 0.080, memory: 6352, loss_activity: 0.1197, loss_completeness: 0.0780, loss_reg: 0.0514, loss: 0.2491, grad_norm: 3.9711 2020-10-05 23:54:52,559 - mmaction - INFO - Epoch [159][11/25] lr: 1.000e-03, eta: 18:52:57, time: 0.521, data_time: 0.108, memory: 6352, loss_activity: 0.1676, loss_completeness: 0.0634, loss_reg: 0.0682, loss: 0.2992, grad_norm: 5.4097 2020-10-05 23:54:53,099 - mmaction - INFO - Epoch [159][12/25] lr: 1.000e-03, eta: 18:52:33, time: 0.540, data_time: 0.061, memory: 6352, loss_activity: 0.1151, loss_completeness: 0.1079, loss_reg: 0.0756, loss: 0.2986, grad_norm: 7.2345 2020-10-05 23:54:53,659 - mmaction - INFO - Epoch [159][13/25] lr: 1.000e-03, eta: 18:52:09, time: 0.562, data_time: 0.060, memory: 6352, loss_activity: 0.0247, loss_completeness: 0.0721, loss_reg: 0.0384, loss: 0.1352, grad_norm: 3.2299 2020-10-05 23:54:54,129 - mmaction - INFO - Epoch [159][14/25] lr: 1.000e-03, eta: 18:51:45, time: 0.493, data_time: 0.059, memory: 6352, loss_activity: 0.2205, loss_completeness: 0.0907, loss_reg: 0.0946, loss: 0.4057, grad_norm: 6.8455 2020-10-05 23:54:54,729 - mmaction - INFO - Epoch [159][15/25] lr: 1.000e-03, eta: 18:51:21, time: 0.616, data_time: 0.034, memory: 6352, loss_activity: 0.6577, loss_completeness: 0.0880, loss_reg: 0.0732, loss: 0.8190, grad_norm: 15.3938 2020-10-05 23:54:55,281 - mmaction - INFO - Epoch [159][16/25] lr: 1.000e-03, eta: 18:50:57, time: 0.512, data_time: 0.020, memory: 6352, loss_activity: 0.1578, loss_completeness: 0.0506, loss_reg: 0.0474, loss: 0.2558, grad_norm: 11.8434 2020-10-05 23:54:55,724 - mmaction - INFO - Epoch [159][17/25] lr: 1.000e-03, eta: 18:50:33, time: 0.481, data_time: 0.060, memory: 6352, loss_activity: 0.1918, loss_completeness: 0.1022, loss_reg: 0.0526, loss: 0.3465, grad_norm: 6.7745 2020-10-05 23:54:56,311 - mmaction - INFO - Epoch [159][18/25] lr: 1.000e-03, eta: 18:50:10, time: 0.570, data_time: 0.021, memory: 6352, loss_activity: 0.2355, loss_completeness: 0.0651, loss_reg: 0.0386, loss: 0.3391, grad_norm: 8.7060 2020-10-05 23:54:56,834 - mmaction - INFO - Epoch [159][19/25] lr: 1.000e-03, eta: 18:49:46, time: 0.555, data_time: 0.042, memory: 6352, loss_activity: 0.0848, loss_completeness: 0.0553, loss_reg: 0.0357, loss: 0.1759, grad_norm: 4.5607 2020-10-05 23:54:57,540 - mmaction - INFO - Epoch [159][20/25] lr: 1.000e-03, eta: 18:49:22, time: 0.705, data_time: 0.010, memory: 6352, loss_activity: 0.3313, loss_completeness: 0.0502, loss_reg: 0.0562, loss: 0.4377, grad_norm: 13.1698 2020-10-05 23:54:58,188 - mmaction - INFO - Epoch [159][21/25] lr: 1.000e-03, eta: 18:48:58, time: 0.509, data_time: 0.059, memory: 6352, loss_activity: 0.0551, loss_completeness: 0.0424, loss_reg: 0.0150, loss: 0.1124, grad_norm: 4.3809 2020-10-05 23:54:58,607 - mmaction - INFO - Epoch [159][22/25] lr: 1.000e-03, eta: 18:48:35, time: 0.558, data_time: 0.147, memory: 6352, loss_activity: 0.5648, loss_completeness: 0.0883, loss_reg: 0.0636, loss: 0.7167, grad_norm: 13.7201 2020-10-05 23:54:59,017 - mmaction - INFO - Epoch [159][23/25] lr: 1.000e-03, eta: 18:48:10, time: 0.410, data_time: 0.005, memory: 6352, loss_activity: 0.2121, loss_completeness: 0.1057, loss_reg: 0.0547, loss: 0.3724, grad_norm: 7.8424 2020-10-05 23:54:59,430 - mmaction - INFO - Epoch [159][24/25] lr: 1.000e-03, eta: 18:47:46, time: 0.414, data_time: 0.011, memory: 6352, loss_activity: 0.0817, loss_completeness: 0.0559, loss_reg: 0.0429, loss: 0.1805, grad_norm: 4.1349 2020-10-05 23:54:59,853 - mmaction - INFO - Epoch [159][25/25] lr: 1.000e-03, eta: 18:47:22, time: 0.419, data_time: 0.016, memory: 6352, loss_activity: 0.1672, loss_completeness: 0.0595, loss_reg: 0.0467, loss: 0.2734, grad_norm: 7.8200 2020-10-05 23:55:07,320 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-05 23:58:24,545 - mmaction - INFO - Epoch [160][1/25] lr: 1.000e-03, eta: 18:54:00, time: 196.944, data_time: 193.069, memory: 6352, loss_activity: 0.1439, loss_completeness: 0.0629, loss_reg: 0.0343, loss: 0.2411, grad_norm: 10.7172 2020-10-05 23:58:25,142 - mmaction - INFO - Epoch [160][2/25] lr: 1.000e-03, eta: 18:53:36, time: 0.853, data_time: 0.374, memory: 6352, loss_activity: 0.0856, loss_completeness: 0.0670, loss_reg: 0.0625, loss: 0.2150, grad_norm: 8.3521 2020-10-05 23:58:25,614 - mmaction - INFO - Epoch [160][3/25] lr: 1.000e-03, eta: 18:53:12, time: 0.476, data_time: 0.030, memory: 6352, loss_activity: 0.3827, loss_completeness: 0.0743, loss_reg: 0.0421, loss: 0.4992, grad_norm: 12.7423 2020-10-05 23:58:26,181 - mmaction - INFO - Epoch [160][4/25] lr: 1.000e-03, eta: 18:52:48, time: 0.575, data_time: 0.024, memory: 6352, loss_activity: 0.4120, loss_completeness: 0.0663, loss_reg: 0.0273, loss: 0.5057, grad_norm: 14.9517 2020-10-05 23:58:26,707 - mmaction - INFO - Epoch [160][5/25] lr: 1.000e-03, eta: 18:52:25, time: 0.537, data_time: 0.016, memory: 6352, loss_activity: 0.5307, loss_completeness: 0.0811, loss_reg: 0.0464, loss: 0.6582, grad_norm: 17.7218 2020-10-05 23:58:27,350 - mmaction - INFO - Epoch [160][6/25] lr: 1.000e-03, eta: 18:52:01, time: 0.557, data_time: 0.012, memory: 6352, loss_activity: 0.0935, loss_completeness: 0.0714, loss_reg: 0.0487, loss: 0.2136, grad_norm: 4.9628 2020-10-05 23:58:28,008 - mmaction - INFO - Epoch [160][7/25] lr: 1.000e-03, eta: 18:51:37, time: 0.633, data_time: 0.151, memory: 6352, loss_activity: 0.0842, loss_completeness: 0.0758, loss_reg: 0.0542, loss: 0.2143, grad_norm: 6.0718 2020-10-05 23:58:28,571 - mmaction - INFO - Epoch [160][8/25] lr: 1.000e-03, eta: 18:51:13, time: 0.608, data_time: 0.125, memory: 6352, loss_activity: 0.1421, loss_completeness: 0.0817, loss_reg: 0.0305, loss: 0.2542, grad_norm: 6.9920 2020-10-05 23:58:29,152 - mmaction - INFO - Epoch [160][9/25] lr: 1.000e-03, eta: 18:50:50, time: 0.592, data_time: 0.074, memory: 6352, loss_activity: 0.1888, loss_completeness: 0.0709, loss_reg: 0.0639, loss: 0.3236, grad_norm: 6.5950 2020-10-05 23:58:29,694 - mmaction - INFO - Epoch [160][10/25] lr: 1.000e-03, eta: 18:50:26, time: 0.547, data_time: 0.060, memory: 6352, loss_activity: 0.4685, loss_completeness: 0.0880, loss_reg: 0.0472, loss: 0.6037, grad_norm: 8.0531 2020-10-05 23:58:30,188 - mmaction - INFO - Epoch [160][11/25] lr: 1.000e-03, eta: 18:50:02, time: 0.519, data_time: 0.055, memory: 6352, loss_activity: 0.3458, loss_completeness: 0.0762, loss_reg: 0.0425, loss: 0.4644, grad_norm: 6.3970 2020-10-05 23:58:30,809 - mmaction - INFO - Epoch [160][12/25] lr: 1.000e-03, eta: 18:49:38, time: 0.503, data_time: 0.029, memory: 6352, loss_activity: 0.0822, loss_completeness: 0.0697, loss_reg: 0.0575, loss: 0.2094, grad_norm: 4.9281 2020-10-05 23:58:31,302 - mmaction - INFO - Epoch [160][13/25] lr: 1.000e-03, eta: 18:49:14, time: 0.625, data_time: 0.145, memory: 6352, loss_activity: 0.2433, loss_completeness: 0.0532, loss_reg: 0.0665, loss: 0.3630, grad_norm: 10.4824 2020-10-05 23:58:31,995 - mmaction - INFO - Epoch [160][14/25] lr: 1.000e-03, eta: 18:48:51, time: 0.662, data_time: 0.015, memory: 6352, loss_activity: 0.4292, loss_completeness: 0.0831, loss_reg: 0.0406, loss: 0.5528, grad_norm: 9.4416 2020-10-05 23:58:32,512 - mmaction - INFO - Epoch [160][15/25] lr: 1.000e-03, eta: 18:48:27, time: 0.532, data_time: 0.046, memory: 6352, loss_activity: 0.7775, loss_completeness: 0.0991, loss_reg: 0.0353, loss: 0.9119, grad_norm: 11.3417 2020-10-05 23:58:33,017 - mmaction - INFO - Epoch [160][16/25] lr: 1.000e-03, eta: 18:48:03, time: 0.471, data_time: 0.029, memory: 6352, loss_activity: 0.1414, loss_completeness: 0.0609, loss_reg: 0.0689, loss: 0.2711, grad_norm: 10.4260 2020-10-05 23:58:33,528 - mmaction - INFO - Epoch [160][17/25] lr: 1.000e-03, eta: 18:47:39, time: 0.558, data_time: 0.069, memory: 6352, loss_activity: 0.1592, loss_completeness: 0.0798, loss_reg: 0.0535, loss: 0.2925, grad_norm: 6.0745 2020-10-05 23:58:34,248 - mmaction - INFO - Epoch [160][18/25] lr: 1.000e-03, eta: 18:47:16, time: 0.632, data_time: 0.014, memory: 6352, loss_activity: 0.1676, loss_completeness: 0.0598, loss_reg: 0.0290, loss: 0.2564, grad_norm: 6.2321 2020-10-05 23:58:34,781 - mmaction - INFO - Epoch [160][19/25] lr: 1.000e-03, eta: 18:46:52, time: 0.632, data_time: 0.107, memory: 6352, loss_activity: 0.1601, loss_completeness: 0.0411, loss_reg: 0.0454, loss: 0.2467, grad_norm: 8.4050 2020-10-05 23:58:35,261 - mmaction - INFO - Epoch [160][20/25] lr: 1.000e-03, eta: 18:46:28, time: 0.471, data_time: 0.047, memory: 6352, loss_activity: 0.1827, loss_completeness: 0.0672, loss_reg: 0.0660, loss: 0.3158, grad_norm: 4.5102 2020-10-05 23:58:35,918 - mmaction - INFO - Epoch [160][21/25] lr: 1.000e-03, eta: 18:46:05, time: 0.560, data_time: 0.083, memory: 6352, loss_activity: 0.1498, loss_completeness: 0.0684, loss_reg: 0.0367, loss: 0.2550, grad_norm: 6.7711 2020-10-05 23:58:36,418 - mmaction - INFO - Epoch [160][22/25] lr: 1.000e-03, eta: 18:45:41, time: 0.596, data_time: 0.115, memory: 6352, loss_activity: 0.1629, loss_completeness: 0.0806, loss_reg: 0.0717, loss: 0.3152, grad_norm: 6.1830 2020-10-05 23:58:36,839 - mmaction - INFO - Epoch [160][23/25] lr: 1.000e-03, eta: 18:45:17, time: 0.431, data_time: 0.016, memory: 6352, loss_activity: 0.1942, loss_completeness: 0.0761, loss_reg: 0.0428, loss: 0.3131, grad_norm: 8.5892 2020-10-05 23:58:37,251 - mmaction - INFO - Epoch [160][24/25] lr: 1.000e-03, eta: 18:44:53, time: 0.412, data_time: 0.006, memory: 6352, loss_activity: 0.3176, loss_completeness: 0.0636, loss_reg: 0.0678, loss: 0.4491, grad_norm: 10.7829 2020-10-05 23:58:37,659 - mmaction - INFO - Epoch [160][25/25] lr: 1.000e-03, eta: 18:44:29, time: 0.408, data_time: 0.006, memory: 6352, loss_activity: 0.6508, loss_completeness: 0.0802, loss_reg: 0.0233, loss: 0.7542, grad_norm: 22.1622 2020-10-05 23:58:46,212 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-10-05 23:58:46,701 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:02:27,978 - mmaction - INFO - Epoch [161][1/25] lr: 1.000e-03, eta: 18:51:54, time: 221.046, data_time: 215.137, memory: 6352, loss_activity: 0.1216, loss_completeness: 0.0469, loss_reg: 0.0388, loss: 0.2072, grad_norm: 5.0603 2020-10-06 00:02:28,626 - mmaction - INFO - Epoch [161][2/25] lr: 1.000e-03, eta: 18:51:31, time: 0.779, data_time: 0.360, memory: 6352, loss_activity: 0.0425, loss_completeness: 0.0841, loss_reg: 0.0306, loss: 0.1571, grad_norm: 4.5099 2020-10-06 00:02:29,157 - mmaction - INFO - Epoch [161][3/25] lr: 1.000e-03, eta: 18:51:07, time: 0.579, data_time: 0.105, memory: 6352, loss_activity: 0.1998, loss_completeness: 0.0719, loss_reg: 0.0363, loss: 0.3080, grad_norm: 10.6247 2020-10-06 00:02:29,759 - mmaction - INFO - Epoch [161][4/25] lr: 1.000e-03, eta: 18:50:43, time: 0.583, data_time: 0.065, memory: 6352, loss_activity: 0.0221, loss_completeness: 0.0374, loss_reg: 0.0636, loss: 0.1231, grad_norm: 3.9052 2020-10-06 00:02:30,247 - mmaction - INFO - Epoch [161][5/25] lr: 1.000e-03, eta: 18:50:20, time: 0.540, data_time: 0.083, memory: 6352, loss_activity: 0.0936, loss_completeness: 0.0768, loss_reg: 0.0638, loss: 0.2341, grad_norm: 6.0881 2020-10-06 00:02:30,918 - mmaction - INFO - Epoch [161][6/25] lr: 1.000e-03, eta: 18:49:56, time: 0.641, data_time: 0.023, memory: 6352, loss_activity: 0.0771, loss_completeness: 0.0687, loss_reg: 0.0355, loss: 0.1813, grad_norm: 7.7313 2020-10-06 00:02:31,499 - mmaction - INFO - Epoch [161][7/25] lr: 1.000e-03, eta: 18:49:32, time: 0.528, data_time: 0.056, memory: 6352, loss_activity: 0.1110, loss_completeness: 0.0541, loss_reg: 0.0377, loss: 0.2028, grad_norm: 9.3657 2020-10-06 00:02:32,056 - mmaction - INFO - Epoch [161][8/25] lr: 1.000e-03, eta: 18:49:09, time: 0.586, data_time: 0.137, memory: 6352, loss_activity: 0.1099, loss_completeness: 0.1067, loss_reg: 0.0327, loss: 0.2493, grad_norm: 6.8306 2020-10-06 00:02:32,600 - mmaction - INFO - Epoch [161][9/25] lr: 1.000e-03, eta: 18:48:45, time: 0.545, data_time: 0.080, memory: 6352, loss_activity: 0.1666, loss_completeness: 0.0731, loss_reg: 0.0506, loss: 0.2903, grad_norm: 6.5282 2020-10-06 00:02:33,117 - mmaction - INFO - Epoch [161][10/25] lr: 1.000e-03, eta: 18:48:21, time: 0.574, data_time: 0.074, memory: 6352, loss_activity: 0.5845, loss_completeness: 0.0935, loss_reg: 0.0561, loss: 0.7341, grad_norm: 16.8718 2020-10-06 00:02:33,656 - mmaction - INFO - Epoch [161][11/25] lr: 1.000e-03, eta: 18:47:58, time: 0.547, data_time: 0.018, memory: 6352, loss_activity: 0.0554, loss_completeness: 0.0526, loss_reg: 0.0715, loss: 0.1795, grad_norm: 9.0928 2020-10-06 00:02:34,157 - mmaction - INFO - Epoch [161][12/25] lr: 1.000e-03, eta: 18:47:34, time: 0.484, data_time: 0.011, memory: 6352, loss_activity: 0.3154, loss_completeness: 0.0791, loss_reg: 0.0446, loss: 0.4391, grad_norm: 7.8646 2020-10-06 00:02:34,756 - mmaction - INFO - Epoch [161][13/25] lr: 1.000e-03, eta: 18:47:10, time: 0.536, data_time: 0.043, memory: 6352, loss_activity: 0.7778, loss_completeness: 0.0331, loss_reg: 0.0404, loss: 0.8513, grad_norm: 15.1548 2020-10-06 00:02:35,272 - mmaction - INFO - Epoch [161][14/25] lr: 1.000e-03, eta: 18:46:46, time: 0.554, data_time: 0.108, memory: 6352, loss_activity: 0.3751, loss_completeness: 0.0733, loss_reg: 0.0391, loss: 0.4876, grad_norm: 10.2528 2020-10-06 00:02:35,805 - mmaction - INFO - Epoch [161][15/25] lr: 1.000e-03, eta: 18:46:23, time: 0.561, data_time: 0.052, memory: 6352, loss_activity: 0.0544, loss_completeness: 0.0621, loss_reg: 0.0700, loss: 0.1865, grad_norm: 4.8913 2020-10-06 00:02:36,416 - mmaction - INFO - Epoch [161][16/25] lr: 1.000e-03, eta: 18:45:59, time: 0.629, data_time: 0.023, memory: 6352, loss_activity: 0.2670, loss_completeness: 0.0976, loss_reg: 0.0817, loss: 0.4463, grad_norm: 14.8053 2020-10-06 00:02:37,054 - mmaction - INFO - Epoch [161][17/25] lr: 1.000e-03, eta: 18:45:36, time: 0.537, data_time: 0.026, memory: 6352, loss_activity: 0.2436, loss_completeness: 0.0699, loss_reg: 0.0685, loss: 0.3819, grad_norm: 12.3517 2020-10-06 00:02:37,582 - mmaction - INFO - Epoch [161][18/25] lr: 1.000e-03, eta: 18:45:12, time: 0.569, data_time: 0.107, memory: 6352, loss_activity: 0.0528, loss_completeness: 0.0723, loss_reg: 0.0386, loss: 0.1637, grad_norm: 4.3224 2020-10-06 00:02:38,046 - mmaction - INFO - Epoch [161][19/25] lr: 1.000e-03, eta: 18:44:48, time: 0.514, data_time: 0.067, memory: 6352, loss_activity: 0.3292, loss_completeness: 0.0679, loss_reg: 0.0609, loss: 0.4580, grad_norm: 9.0868 2020-10-06 00:02:38,731 - mmaction - INFO - Epoch [161][20/25] lr: 1.000e-03, eta: 18:44:25, time: 0.668, data_time: 0.054, memory: 6352, loss_activity: 0.3496, loss_completeness: 0.0785, loss_reg: 0.0297, loss: 0.4578, grad_norm: 12.9483 2020-10-06 00:02:39,305 - mmaction - INFO - Epoch [161][21/25] lr: 1.000e-03, eta: 18:44:02, time: 0.537, data_time: 0.088, memory: 6352, loss_activity: 0.0598, loss_completeness: 0.0771, loss_reg: 0.0392, loss: 0.1762, grad_norm: 4.4162 2020-10-06 00:02:39,734 - mmaction - INFO - Epoch [161][22/25] lr: 1.000e-03, eta: 18:43:38, time: 0.493, data_time: 0.074, memory: 6352, loss_activity: 0.3207, loss_completeness: 0.1049, loss_reg: 0.0190, loss: 0.4446, grad_norm: 6.1393 2020-10-06 00:02:40,152 - mmaction - INFO - Epoch [161][23/25] lr: 1.000e-03, eta: 18:43:14, time: 0.417, data_time: 0.005, memory: 6352, loss_activity: 0.1318, loss_completeness: 0.0515, loss_reg: 0.0293, loss: 0.2127, grad_norm: 6.3082 2020-10-06 00:02:40,566 - mmaction - INFO - Epoch [161][24/25] lr: 1.000e-03, eta: 18:42:50, time: 0.413, data_time: 0.013, memory: 6352, loss_activity: 0.2317, loss_completeness: 0.0661, loss_reg: 0.0504, loss: 0.3483, grad_norm: 5.2356 2020-10-06 00:02:40,975 - mmaction - INFO - Epoch [161][25/25] lr: 1.000e-03, eta: 18:42:26, time: 0.410, data_time: 0.008, memory: 6352, loss_activity: 0.4000, loss_completeness: 0.0654, loss_reg: 0.0203, loss: 0.4858, grad_norm: 10.1409 2020-10-06 00:02:49,182 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:06:08,072 - mmaction - INFO - Epoch [162][1/25] lr: 1.000e-03, eta: 18:49:00, time: 198.704, data_time: 194.689, memory: 6352, loss_activity: 0.2296, loss_completeness: 0.0668, loss_reg: 0.0592, loss: 0.3556, grad_norm: 8.4924 2020-10-06 00:06:08,760 - mmaction - INFO - Epoch [162][2/25] lr: 1.000e-03, eta: 18:48:37, time: 0.808, data_time: 0.303, memory: 6352, loss_activity: 0.1927, loss_completeness: 0.0579, loss_reg: 0.0338, loss: 0.2844, grad_norm: 4.6166 2020-10-06 00:06:09,318 - mmaction - INFO - Epoch [162][3/25] lr: 1.000e-03, eta: 18:48:13, time: 0.513, data_time: 0.070, memory: 6352, loss_activity: 0.2304, loss_completeness: 0.0657, loss_reg: 0.0262, loss: 0.3223, grad_norm: 6.9892 2020-10-06 00:06:09,812 - mmaction - INFO - Epoch [162][4/25] lr: 1.000e-03, eta: 18:47:50, time: 0.578, data_time: 0.135, memory: 6352, loss_activity: 0.0415, loss_completeness: 0.0559, loss_reg: 0.0359, loss: 0.1333, grad_norm: 3.3103 2020-10-06 00:06:10,366 - mmaction - INFO - Epoch [162][5/25] lr: 1.000e-03, eta: 18:47:26, time: 0.546, data_time: 0.031, memory: 6352, loss_activity: 0.1513, loss_completeness: 0.0569, loss_reg: 0.0361, loss: 0.2442, grad_norm: 10.4987 2020-10-06 00:06:11,013 - mmaction - INFO - Epoch [162][6/25] lr: 1.000e-03, eta: 18:47:02, time: 0.563, data_time: 0.043, memory: 6352, loss_activity: 0.2262, loss_completeness: 0.0664, loss_reg: 0.0467, loss: 0.3393, grad_norm: 9.2727 2020-10-06 00:06:11,474 - mmaction - INFO - Epoch [162][7/25] lr: 1.000e-03, eta: 18:46:39, time: 0.562, data_time: 0.122, memory: 6352, loss_activity: 0.0338, loss_completeness: 0.0625, loss_reg: 0.0575, loss: 0.1539, grad_norm: 4.1251 2020-10-06 00:06:12,119 - mmaction - INFO - Epoch [162][8/25] lr: 1.000e-03, eta: 18:46:15, time: 0.634, data_time: 0.030, memory: 6352, loss_activity: 0.2814, loss_completeness: 0.0783, loss_reg: 0.0380, loss: 0.3976, grad_norm: 7.3264 2020-10-06 00:06:12,577 - mmaction - INFO - Epoch [162][9/25] lr: 1.000e-03, eta: 18:45:52, time: 0.474, data_time: 0.031, memory: 6352, loss_activity: 0.2443, loss_completeness: 0.0985, loss_reg: 0.0545, loss: 0.3973, grad_norm: 6.1165 2020-10-06 00:06:13,119 - mmaction - INFO - Epoch [162][10/25] lr: 1.000e-03, eta: 18:45:28, time: 0.537, data_time: 0.014, memory: 6352, loss_activity: 0.2952, loss_completeness: 0.0885, loss_reg: 0.0675, loss: 0.4511, grad_norm: 12.3243 2020-10-06 00:06:13,772 - mmaction - INFO - Epoch [162][11/25] lr: 1.000e-03, eta: 18:45:05, time: 0.644, data_time: 0.021, memory: 6352, loss_activity: 0.2610, loss_completeness: 0.0939, loss_reg: 0.0639, loss: 0.4188, grad_norm: 11.3126 2020-10-06 00:06:14,391 - mmaction - INFO - Epoch [162][12/25] lr: 1.000e-03, eta: 18:44:41, time: 0.589, data_time: 0.030, memory: 6352, loss_activity: 0.1865, loss_completeness: 0.0698, loss_reg: 0.0661, loss: 0.3224, grad_norm: 9.9320 2020-10-06 00:06:14,869 - mmaction - INFO - Epoch [162][13/25] lr: 1.000e-03, eta: 18:44:18, time: 0.533, data_time: 0.081, memory: 6352, loss_activity: 0.2331, loss_completeness: 0.0672, loss_reg: 0.0287, loss: 0.3290, grad_norm: 7.5813 2020-10-06 00:06:15,375 - mmaction - INFO - Epoch [162][14/25] lr: 1.000e-03, eta: 18:43:54, time: 0.506, data_time: 0.006, memory: 6352, loss_activity: 0.0820, loss_completeness: 0.0999, loss_reg: 0.0766, loss: 0.2586, grad_norm: 6.3223 2020-10-06 00:06:15,909 - mmaction - INFO - Epoch [162][15/25] lr: 1.000e-03, eta: 18:43:30, time: 0.528, data_time: 0.012, memory: 6352, loss_activity: 0.0934, loss_completeness: 0.0670, loss_reg: 0.0340, loss: 0.1945, grad_norm: 4.5968 2020-10-06 00:06:16,519 - mmaction - INFO - Epoch [162][16/25] lr: 1.000e-03, eta: 18:43:07, time: 0.555, data_time: 0.012, memory: 6352, loss_activity: 0.5363, loss_completeness: 0.0626, loss_reg: 0.0611, loss: 0.6600, grad_norm: 10.7015 2020-10-06 00:06:17,051 - mmaction - INFO - Epoch [162][17/25] lr: 1.000e-03, eta: 18:42:43, time: 0.519, data_time: 0.068, memory: 6352, loss_activity: 0.2327, loss_completeness: 0.0665, loss_reg: 0.0301, loss: 0.3293, grad_norm: 6.2185 2020-10-06 00:06:17,555 - mmaction - INFO - Epoch [162][18/25] lr: 1.000e-03, eta: 18:42:20, time: 0.570, data_time: 0.080, memory: 6352, loss_activity: 0.1661, loss_completeness: 0.0543, loss_reg: 0.0850, loss: 0.3054, grad_norm: 9.5905 2020-10-06 00:06:18,096 - mmaction - INFO - Epoch [162][19/25] lr: 1.000e-03, eta: 18:41:57, time: 0.548, data_time: 0.014, memory: 6352, loss_activity: 0.1854, loss_completeness: 0.0942, loss_reg: 0.0282, loss: 0.3078, grad_norm: 4.5846 2020-10-06 00:06:18,650 - mmaction - INFO - Epoch [162][20/25] lr: 1.000e-03, eta: 18:41:33, time: 0.524, data_time: 0.007, memory: 6352, loss_activity: 0.1643, loss_completeness: 0.1039, loss_reg: 0.0976, loss: 0.3658, grad_norm: 7.8017 2020-10-06 00:06:19,272 - mmaction - INFO - Epoch [162][21/25] lr: 1.000e-03, eta: 18:41:10, time: 0.634, data_time: 0.143, memory: 6352, loss_activity: 0.0423, loss_completeness: 0.0729, loss_reg: 0.0251, loss: 0.1403, grad_norm: 4.1789 2020-10-06 00:06:19,759 - mmaction - INFO - Epoch [162][22/25] lr: 1.000e-03, eta: 18:40:46, time: 0.489, data_time: 0.074, memory: 6352, loss_activity: 0.0737, loss_completeness: 0.0540, loss_reg: 0.0850, loss: 0.2127, grad_norm: 5.3916 2020-10-06 00:06:20,197 - mmaction - INFO - Epoch [162][23/25] lr: 1.000e-03, eta: 18:40:23, time: 0.454, data_time: 0.037, memory: 6352, loss_activity: 0.4831, loss_completeness: 0.0669, loss_reg: 0.0577, loss: 0.6077, grad_norm: 13.8554 2020-10-06 00:06:20,608 - mmaction - INFO - Epoch [162][24/25] lr: 1.000e-03, eta: 18:39:59, time: 0.411, data_time: 0.007, memory: 6352, loss_activity: 0.1648, loss_completeness: 0.0712, loss_reg: 0.0379, loss: 0.2739, grad_norm: 9.0402 2020-10-06 00:06:21,018 - mmaction - INFO - Epoch [162][25/25] lr: 1.000e-03, eta: 18:39:35, time: 0.411, data_time: 0.008, memory: 6352, loss_activity: 0.0666, loss_completeness: 0.0773, loss_reg: 0.0596, loss: 0.2035, grad_norm: 4.8982 2020-10-06 00:06:31,093 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:09:30,367 - mmaction - INFO - Epoch [163][1/25] lr: 1.000e-03, eta: 18:45:24, time: 179.182, data_time: 173.404, memory: 6352, loss_activity: 0.2538, loss_completeness: 0.0742, loss_reg: 0.0646, loss: 0.3925, grad_norm: 9.4657 2020-10-06 00:09:30,954 - mmaction - INFO - Epoch [163][2/25] lr: 1.000e-03, eta: 18:45:01, time: 0.634, data_time: 0.171, memory: 6352, loss_activity: 0.7916, loss_completeness: 0.0647, loss_reg: 0.0243, loss: 0.8806, grad_norm: 17.4776 2020-10-06 00:09:31,529 - mmaction - INFO - Epoch [163][3/25] lr: 1.000e-03, eta: 18:44:37, time: 0.475, data_time: 0.049, memory: 6352, loss_activity: 0.1571, loss_completeness: 0.0828, loss_reg: 0.0233, loss: 0.2633, grad_norm: 11.9641 2020-10-06 00:09:31,966 - mmaction - INFO - Epoch [163][4/25] lr: 1.000e-03, eta: 18:44:14, time: 0.570, data_time: 0.148, memory: 6352, loss_activity: 0.0759, loss_completeness: 0.0467, loss_reg: 0.0406, loss: 0.1632, grad_norm: 4.7285 2020-10-06 00:09:32,557 - mmaction - INFO - Epoch [163][5/25] lr: 1.000e-03, eta: 18:43:51, time: 0.577, data_time: 0.040, memory: 6352, loss_activity: 0.2741, loss_completeness: 0.0636, loss_reg: 0.0286, loss: 0.3663, grad_norm: 5.9904 2020-10-06 00:09:33,053 - mmaction - INFO - Epoch [163][6/25] lr: 1.000e-03, eta: 18:43:27, time: 0.506, data_time: 0.045, memory: 6352, loss_activity: 0.3163, loss_completeness: 0.0850, loss_reg: 0.0272, loss: 0.4286, grad_norm: 11.2677 2020-10-06 00:09:33,645 - mmaction - INFO - Epoch [163][7/25] lr: 1.000e-03, eta: 18:43:03, time: 0.513, data_time: 0.021, memory: 6352, loss_activity: 0.1460, loss_completeness: 0.0563, loss_reg: 0.0560, loss: 0.2583, grad_norm: 4.4205 2020-10-06 00:09:34,111 - mmaction - INFO - Epoch [163][8/25] lr: 1.000e-03, eta: 18:42:40, time: 0.547, data_time: 0.127, memory: 6352, loss_activity: 0.1161, loss_completeness: 0.0570, loss_reg: 0.0726, loss: 0.2456, grad_norm: 7.3301 2020-10-06 00:09:34,739 - mmaction - INFO - Epoch [163][9/25] lr: 1.000e-03, eta: 18:42:17, time: 0.581, data_time: 0.015, memory: 6352, loss_activity: 0.1726, loss_completeness: 0.0933, loss_reg: 0.0521, loss: 0.3180, grad_norm: 4.4808 2020-10-06 00:09:35,309 - mmaction - INFO - Epoch [163][10/25] lr: 1.000e-03, eta: 18:41:53, time: 0.530, data_time: 0.062, memory: 6352, loss_activity: 0.1004, loss_completeness: 0.0537, loss_reg: 0.0835, loss: 0.2375, grad_norm: 5.8012 2020-10-06 00:09:35,783 - mmaction - INFO - Epoch [163][11/25] lr: 1.000e-03, eta: 18:41:30, time: 0.554, data_time: 0.102, memory: 6352, loss_activity: 0.1034, loss_completeness: 0.1026, loss_reg: 0.0750, loss: 0.2810, grad_norm: 6.0712 2020-10-06 00:09:36,319 - mmaction - INFO - Epoch [163][12/25] lr: 1.000e-03, eta: 18:41:06, time: 0.538, data_time: 0.023, memory: 6352, loss_activity: 0.0672, loss_completeness: 0.0394, loss_reg: 0.0492, loss: 0.1558, grad_norm: 6.5762 2020-10-06 00:09:36,967 - mmaction - INFO - Epoch [163][13/25] lr: 1.000e-03, eta: 18:40:43, time: 0.534, data_time: 0.019, memory: 6352, loss_activity: 0.0124, loss_completeness: 0.0686, loss_reg: 0.0586, loss: 0.1396, grad_norm: 3.8350 2020-10-06 00:09:37,512 - mmaction - INFO - Epoch [163][14/25] lr: 1.000e-03, eta: 18:40:20, time: 0.631, data_time: 0.135, memory: 6352, loss_activity: 0.1128, loss_completeness: 0.0551, loss_reg: 0.0347, loss: 0.2026, grad_norm: 7.5960 2020-10-06 00:09:38,052 - mmaction - INFO - Epoch [163][15/25] lr: 1.000e-03, eta: 18:39:56, time: 0.583, data_time: 0.055, memory: 6352, loss_activity: 0.7039, loss_completeness: 0.0800, loss_reg: 0.0376, loss: 0.8215, grad_norm: 13.1231 2020-10-06 00:09:38,543 - mmaction - INFO - Epoch [163][16/25] lr: 1.000e-03, eta: 18:39:33, time: 0.491, data_time: 0.013, memory: 6352, loss_activity: 0.1948, loss_completeness: 0.0615, loss_reg: 0.0359, loss: 0.2921, grad_norm: 6.8769 2020-10-06 00:09:39,022 - mmaction - INFO - Epoch [163][17/25] lr: 1.000e-03, eta: 18:39:09, time: 0.465, data_time: 0.006, memory: 6352, loss_activity: 0.1223, loss_completeness: 0.0683, loss_reg: 0.0273, loss: 0.2180, grad_norm: 5.5637 2020-10-06 00:09:39,609 - mmaction - INFO - Epoch [163][18/25] lr: 1.000e-03, eta: 18:38:46, time: 0.558, data_time: 0.032, memory: 6352, loss_activity: 0.2394, loss_completeness: 0.0646, loss_reg: 0.0382, loss: 0.3422, grad_norm: 11.3713 2020-10-06 00:09:40,214 - mmaction - INFO - Epoch [163][19/25] lr: 1.000e-03, eta: 18:38:23, time: 0.564, data_time: 0.048, memory: 6352, loss_activity: 0.2115, loss_completeness: 0.0741, loss_reg: 0.0406, loss: 0.3262, grad_norm: 9.0024 2020-10-06 00:09:40,785 - mmaction - INFO - Epoch [163][20/25] lr: 1.000e-03, eta: 18:38:00, time: 0.599, data_time: 0.092, memory: 6352, loss_activity: 0.2222, loss_completeness: 0.0582, loss_reg: 0.0488, loss: 0.3292, grad_norm: 7.7822 2020-10-06 00:09:41,349 - mmaction - INFO - Epoch [163][21/25] lr: 1.000e-03, eta: 18:37:36, time: 0.561, data_time: 0.089, memory: 6352, loss_activity: 0.2620, loss_completeness: 0.0774, loss_reg: 0.0465, loss: 0.3859, grad_norm: 16.3999 2020-10-06 00:09:41,862 - mmaction - INFO - Epoch [163][22/25] lr: 1.000e-03, eta: 18:37:13, time: 0.572, data_time: 0.135, memory: 6352, loss_activity: 0.1660, loss_completeness: 0.0698, loss_reg: 0.0261, loss: 0.2619, grad_norm: 7.9745 2020-10-06 00:09:42,270 - mmaction - INFO - Epoch [163][23/25] lr: 1.000e-03, eta: 18:36:50, time: 0.407, data_time: 0.005, memory: 6352, loss_activity: 0.4459, loss_completeness: 0.0672, loss_reg: 0.0265, loss: 0.5396, grad_norm: 7.2545 2020-10-06 00:09:42,702 - mmaction - INFO - Epoch [163][24/25] lr: 1.000e-03, eta: 18:36:26, time: 0.431, data_time: 0.023, memory: 6352, loss_activity: 0.0551, loss_completeness: 0.0663, loss_reg: 0.0607, loss: 0.1821, grad_norm: 3.7392 2020-10-06 00:09:43,117 - mmaction - INFO - Epoch [163][25/25] lr: 1.000e-03, eta: 18:36:03, time: 0.409, data_time: 0.008, memory: 6352, loss_activity: 0.1676, loss_completeness: 0.0666, loss_reg: 0.0508, loss: 0.2849, grad_norm: 6.8426 2020-10-06 00:09:50,772 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:12:50,412 - mmaction - INFO - Epoch [164][1/25] lr: 1.000e-03, eta: 18:41:49, time: 179.501, data_time: 173.985, memory: 6352, loss_activity: 0.0832, loss_completeness: 0.0503, loss_reg: 0.0287, loss: 0.1622, grad_norm: 5.6731 2020-10-06 00:12:51,049 - mmaction - INFO - Epoch [164][2/25] lr: 1.000e-03, eta: 18:41:26, time: 0.735, data_time: 0.213, memory: 6352, loss_activity: 0.0243, loss_completeness: 0.0733, loss_reg: 0.0622, loss: 0.1598, grad_norm: 3.6079 2020-10-06 00:12:51,608 - mmaction - INFO - Epoch [164][3/25] lr: 1.000e-03, eta: 18:41:03, time: 0.572, data_time: 0.058, memory: 6352, loss_activity: 0.0381, loss_completeness: 0.0657, loss_reg: 0.0570, loss: 0.1608, grad_norm: 5.0286 2020-10-06 00:12:52,121 - mmaction - INFO - Epoch [164][4/25] lr: 1.000e-03, eta: 18:40:39, time: 0.513, data_time: 0.048, memory: 6352, loss_activity: 0.3986, loss_completeness: 0.0739, loss_reg: 0.0376, loss: 0.5101, grad_norm: 14.1541 2020-10-06 00:12:52,589 - mmaction - INFO - Epoch [164][5/25] lr: 1.000e-03, eta: 18:40:16, time: 0.486, data_time: 0.031, memory: 6352, loss_activity: 0.1480, loss_completeness: 0.0862, loss_reg: 0.0368, loss: 0.2710, grad_norm: 11.9676 2020-10-06 00:12:53,227 - mmaction - INFO - Epoch [164][6/25] lr: 1.000e-03, eta: 18:39:53, time: 0.645, data_time: 0.018, memory: 6352, loss_activity: 0.1313, loss_completeness: 0.0851, loss_reg: 0.0555, loss: 0.2719, grad_norm: 7.8703 2020-10-06 00:12:53,772 - mmaction - INFO - Epoch [164][7/25] lr: 1.000e-03, eta: 18:39:29, time: 0.512, data_time: 0.052, memory: 6352, loss_activity: 0.0884, loss_completeness: 0.0748, loss_reg: 0.0640, loss: 0.2272, grad_norm: 6.4877 2020-10-06 00:12:54,306 - mmaction - INFO - Epoch [164][8/25] lr: 1.000e-03, eta: 18:39:06, time: 0.549, data_time: 0.038, memory: 6352, loss_activity: 0.1586, loss_completeness: 0.0725, loss_reg: 0.0500, loss: 0.2811, grad_norm: 7.2715 2020-10-06 00:12:54,865 - mmaction - INFO - Epoch [164][9/25] lr: 1.000e-03, eta: 18:38:43, time: 0.551, data_time: 0.025, memory: 6352, loss_activity: 0.4053, loss_completeness: 0.0986, loss_reg: 0.0526, loss: 0.5565, grad_norm: 10.4519 2020-10-06 00:12:55,366 - mmaction - INFO - Epoch [164][10/25] lr: 1.000e-03, eta: 18:38:20, time: 0.512, data_time: 0.031, memory: 6352, loss_activity: 0.0636, loss_completeness: 0.0645, loss_reg: 0.0507, loss: 0.1787, grad_norm: 3.8633 2020-10-06 00:12:55,975 - mmaction - INFO - Epoch [164][11/25] lr: 1.000e-03, eta: 18:37:56, time: 0.537, data_time: 0.018, memory: 6352, loss_activity: 0.2277, loss_completeness: 0.0862, loss_reg: 0.0864, loss: 0.4003, grad_norm: 9.0521 2020-10-06 00:12:56,522 - mmaction - INFO - Epoch [164][12/25] lr: 1.000e-03, eta: 18:37:33, time: 0.574, data_time: 0.090, memory: 6352, loss_activity: 0.4101, loss_completeness: 0.0774, loss_reg: 0.0244, loss: 0.5119, grad_norm: 12.3744 2020-10-06 00:12:57,124 - mmaction - INFO - Epoch [164][13/25] lr: 1.000e-03, eta: 18:37:10, time: 0.592, data_time: 0.065, memory: 6352, loss_activity: 0.4570, loss_completeness: 0.0629, loss_reg: 0.0295, loss: 0.5494, grad_norm: 12.3656 2020-10-06 00:12:57,629 - mmaction - INFO - Epoch [164][14/25] lr: 1.000e-03, eta: 18:36:47, time: 0.526, data_time: 0.075, memory: 6352, loss_activity: 0.5055, loss_completeness: 0.0479, loss_reg: 0.0628, loss: 0.6163, grad_norm: 12.9123 2020-10-06 00:12:58,202 - mmaction - INFO - Epoch [164][15/25] lr: 1.000e-03, eta: 18:36:24, time: 0.598, data_time: 0.074, memory: 6352, loss_activity: 0.1226, loss_completeness: 0.0446, loss_reg: 0.0238, loss: 0.1911, grad_norm: 5.1082 2020-10-06 00:12:58,750 - mmaction - INFO - Epoch [164][16/25] lr: 1.000e-03, eta: 18:36:00, time: 0.551, data_time: 0.029, memory: 6352, loss_activity: 0.1442, loss_completeness: 0.0738, loss_reg: 0.0412, loss: 0.2593, grad_norm: 8.9060 2020-10-06 00:12:59,358 - mmaction - INFO - Epoch [164][17/25] lr: 1.000e-03, eta: 18:35:37, time: 0.546, data_time: 0.026, memory: 6352, loss_activity: 0.3653, loss_completeness: 0.0643, loss_reg: 0.0513, loss: 0.4808, grad_norm: 10.4627 2020-10-06 00:12:59,951 - mmaction - INFO - Epoch [164][18/25] lr: 1.000e-03, eta: 18:35:14, time: 0.556, data_time: 0.098, memory: 6352, loss_activity: 0.1357, loss_completeness: 0.0652, loss_reg: 0.0451, loss: 0.2460, grad_norm: 6.7436 2020-10-06 00:13:00,560 - mmaction - INFO - Epoch [164][19/25] lr: 1.000e-03, eta: 18:34:51, time: 0.602, data_time: 0.126, memory: 6352, loss_activity: 0.1993, loss_completeness: 0.0975, loss_reg: 0.0672, loss: 0.3641, grad_norm: 7.6020 2020-10-06 00:13:01,142 - mmaction - INFO - Epoch [164][20/25] lr: 1.000e-03, eta: 18:34:28, time: 0.631, data_time: 0.141, memory: 6352, loss_activity: 0.1233, loss_completeness: 0.0696, loss_reg: 0.0453, loss: 0.2382, grad_norm: 4.5133 2020-10-06 00:13:01,716 - mmaction - INFO - Epoch [164][21/25] lr: 1.000e-03, eta: 18:34:05, time: 0.576, data_time: 0.130, memory: 6352, loss_activity: 0.1882, loss_completeness: 0.1031, loss_reg: 0.0242, loss: 0.3155, grad_norm: 7.6821 2020-10-06 00:13:02,142 - mmaction - INFO - Epoch [164][22/25] lr: 1.000e-03, eta: 18:33:42, time: 0.501, data_time: 0.103, memory: 6352, loss_activity: 0.2214, loss_completeness: 0.0510, loss_reg: 0.0501, loss: 0.3225, grad_norm: 6.8500 2020-10-06 00:13:02,552 - mmaction - INFO - Epoch [164][23/25] lr: 1.000e-03, eta: 18:33:18, time: 0.409, data_time: 0.003, memory: 6352, loss_activity: 0.3602, loss_completeness: 0.0817, loss_reg: 0.0218, loss: 0.4637, grad_norm: 7.8105 2020-10-06 00:13:02,967 - mmaction - INFO - Epoch [164][24/25] lr: 1.000e-03, eta: 18:32:55, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.1235, loss_completeness: 0.0827, loss_reg: 0.0460, loss: 0.2522, grad_norm: 4.4796 2020-10-06 00:13:03,382 - mmaction - INFO - Epoch [164][25/25] lr: 1.000e-03, eta: 18:32:31, time: 0.420, data_time: 0.015, memory: 6352, loss_activity: 0.1241, loss_completeness: 0.0554, loss_reg: 0.0655, loss: 0.2451, grad_norm: 5.3220 2020-10-06 00:13:10,061 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:16:15,406 - mmaction - INFO - Epoch [165][1/25] lr: 1.000e-03, eta: 18:38:26, time: 185.213, data_time: 180.201, memory: 6352, loss_activity: 0.1408, loss_completeness: 0.0744, loss_reg: 0.0400, loss: 0.2552, grad_norm: 5.8529 2020-10-06 00:16:15,999 - mmaction - INFO - Epoch [165][2/25] lr: 1.000e-03, eta: 18:38:04, time: 0.689, data_time: 0.237, memory: 6352, loss_activity: 0.0505, loss_completeness: 0.0744, loss_reg: 0.0683, loss: 0.1932, grad_norm: 4.5764 2020-10-06 00:16:16,612 - mmaction - INFO - Epoch [165][3/25] lr: 1.000e-03, eta: 18:37:40, time: 0.556, data_time: 0.041, memory: 6352, loss_activity: 0.1412, loss_completeness: 0.0716, loss_reg: 0.0543, loss: 0.2670, grad_norm: 4.2352 2020-10-06 00:16:17,190 - mmaction - INFO - Epoch [165][4/25] lr: 1.000e-03, eta: 18:37:17, time: 0.644, data_time: 0.126, memory: 6352, loss_activity: 0.0747, loss_completeness: 0.0597, loss_reg: 0.0474, loss: 0.1818, grad_norm: 4.1406 2020-10-06 00:16:17,632 - mmaction - INFO - Epoch [165][5/25] lr: 1.000e-03, eta: 18:36:54, time: 0.454, data_time: 0.034, memory: 6352, loss_activity: 0.0718, loss_completeness: 0.0570, loss_reg: 0.0283, loss: 0.1571, grad_norm: 3.8712 2020-10-06 00:16:18,137 - mmaction - INFO - Epoch [165][6/25] lr: 1.000e-03, eta: 18:36:31, time: 0.504, data_time: 0.023, memory: 6352, loss_activity: 0.2525, loss_completeness: 0.0726, loss_reg: 0.0411, loss: 0.3662, grad_norm: 8.6147 2020-10-06 00:16:18,816 - mmaction - INFO - Epoch [165][7/25] lr: 1.000e-03, eta: 18:36:08, time: 0.580, data_time: 0.046, memory: 6352, loss_activity: 0.0916, loss_completeness: 0.0525, loss_reg: 0.0232, loss: 0.1673, grad_norm: 4.3484 2020-10-06 00:16:19,313 - mmaction - INFO - Epoch [165][8/25] lr: 1.000e-03, eta: 18:35:44, time: 0.585, data_time: 0.120, memory: 6352, loss_activity: 0.2617, loss_completeness: 0.0940, loss_reg: 0.0195, loss: 0.3752, grad_norm: 6.6058 2020-10-06 00:16:19,872 - mmaction - INFO - Epoch [165][9/25] lr: 1.000e-03, eta: 18:35:21, time: 0.545, data_time: 0.030, memory: 6352, loss_activity: 0.0904, loss_completeness: 0.0608, loss_reg: 0.0455, loss: 0.1966, grad_norm: 4.6136 2020-10-06 00:16:20,472 - mmaction - INFO - Epoch [165][10/25] lr: 1.000e-03, eta: 18:34:58, time: 0.552, data_time: 0.052, memory: 6352, loss_activity: 0.0277, loss_completeness: 0.0465, loss_reg: 0.0168, loss: 0.0910, grad_norm: 2.6420 2020-10-06 00:16:21,013 - mmaction - INFO - Epoch [165][11/25] lr: 1.000e-03, eta: 18:34:35, time: 0.580, data_time: 0.098, memory: 6352, loss_activity: 0.0958, loss_completeness: 0.0849, loss_reg: 0.0466, loss: 0.2273, grad_norm: 5.7779 2020-10-06 00:16:21,584 - mmaction - INFO - Epoch [165][12/25] lr: 1.000e-03, eta: 18:34:12, time: 0.569, data_time: 0.053, memory: 6352, loss_activity: 0.2449, loss_completeness: 0.0572, loss_reg: 0.0758, loss: 0.3779, grad_norm: 10.2146 2020-10-06 00:16:22,171 - mmaction - INFO - Epoch [165][13/25] lr: 1.000e-03, eta: 18:33:49, time: 0.607, data_time: 0.067, memory: 6352, loss_activity: 0.2236, loss_completeness: 0.0582, loss_reg: 0.0257, loss: 0.3075, grad_norm: 8.4769 2020-10-06 00:16:22,825 - mmaction - INFO - Epoch [165][14/25] lr: 1.000e-03, eta: 18:33:26, time: 0.637, data_time: 0.036, memory: 6352, loss_activity: 0.0192, loss_completeness: 0.0713, loss_reg: 0.0465, loss: 0.1370, grad_norm: 3.6440 2020-10-06 00:16:23,339 - mmaction - INFO - Epoch [165][15/25] lr: 1.000e-03, eta: 18:33:03, time: 0.481, data_time: 0.053, memory: 6352, loss_activity: 0.0396, loss_completeness: 0.1009, loss_reg: 0.0395, loss: 0.1800, grad_norm: 4.3221 2020-10-06 00:16:23,926 - mmaction - INFO - Epoch [165][16/25] lr: 1.000e-03, eta: 18:32:40, time: 0.602, data_time: 0.086, memory: 6352, loss_activity: 0.1083, loss_completeness: 0.0735, loss_reg: 0.0367, loss: 0.2185, grad_norm: 6.9732 2020-10-06 00:16:24,403 - mmaction - INFO - Epoch [165][17/25] lr: 1.000e-03, eta: 18:32:17, time: 0.538, data_time: 0.072, memory: 6352, loss_activity: 0.0606, loss_completeness: 0.0793, loss_reg: 0.0601, loss: 0.2000, grad_norm: 6.0062 2020-10-06 00:16:24,968 - mmaction - INFO - Epoch [165][18/25] lr: 1.000e-03, eta: 18:31:54, time: 0.545, data_time: 0.009, memory: 6352, loss_activity: 0.3023, loss_completeness: 0.0491, loss_reg: 0.0490, loss: 0.4004, grad_norm: 6.7357 2020-10-06 00:16:25,572 - mmaction - INFO - Epoch [165][19/25] lr: 1.000e-03, eta: 18:31:31, time: 0.565, data_time: 0.029, memory: 6352, loss_activity: 0.0333, loss_completeness: 0.0451, loss_reg: 0.0429, loss: 0.1213, grad_norm: 5.2289 2020-10-06 00:16:26,227 - mmaction - INFO - Epoch [165][20/25] lr: 1.000e-03, eta: 18:31:08, time: 0.643, data_time: 0.118, memory: 6352, loss_activity: 0.2148, loss_completeness: 0.0793, loss_reg: 0.0283, loss: 0.3224, grad_norm: 6.7513 2020-10-06 00:16:26,839 - mmaction - INFO - Epoch [165][21/25] lr: 1.000e-03, eta: 18:30:45, time: 0.626, data_time: 0.148, memory: 6352, loss_activity: 0.6704, loss_completeness: 0.0974, loss_reg: 0.0459, loss: 0.8137, grad_norm: 17.9551 2020-10-06 00:16:27,267 - mmaction - INFO - Epoch [165][22/25] lr: 1.000e-03, eta: 18:30:22, time: 0.486, data_time: 0.066, memory: 6352, loss_activity: 0.0395, loss_completeness: 0.0525, loss_reg: 0.0972, loss: 0.1893, grad_norm: 4.8683 2020-10-06 00:16:27,674 - mmaction - INFO - Epoch [165][23/25] lr: 1.000e-03, eta: 18:29:59, time: 0.410, data_time: 0.008, memory: 6352, loss_activity: 0.4014, loss_completeness: 0.0466, loss_reg: 0.0427, loss: 0.4907, grad_norm: 12.0150 2020-10-06 00:16:28,083 - mmaction - INFO - Epoch [165][24/25] lr: 1.000e-03, eta: 18:29:35, time: 0.409, data_time: 0.007, memory: 6352, loss_activity: 0.3163, loss_completeness: 0.0599, loss_reg: 0.0567, loss: 0.4330, grad_norm: 12.6623 2020-10-06 00:16:28,494 - mmaction - INFO - Epoch [165][25/25] lr: 1.000e-03, eta: 18:29:12, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.2000, loss_completeness: 0.0725, loss_reg: 0.0440, loss: 0.3165, grad_norm: 9.0159 2020-10-06 00:16:36,541 - mmaction - INFO - Saving checkpoint at 165 epochs 2020-10-06 00:16:37,106 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:19:40,543 - mmaction - INFO - Epoch [166][1/25] lr: 1.000e-03, eta: 18:35:00, time: 183.282, data_time: 178.687, memory: 6352, loss_activity: 0.1858, loss_completeness: 0.0660, loss_reg: 0.0399, loss: 0.2917, grad_norm: 7.2308 2020-10-06 00:19:41,254 - mmaction - INFO - Epoch [166][2/25] lr: 1.000e-03, eta: 18:34:38, time: 0.864, data_time: 0.288, memory: 6352, loss_activity: 0.1298, loss_completeness: 0.0402, loss_reg: 0.0825, loss: 0.2525, grad_norm: 7.0269 2020-10-06 00:19:41,820 - mmaction - INFO - Epoch [166][3/25] lr: 1.000e-03, eta: 18:34:14, time: 0.456, data_time: 0.006, memory: 6352, loss_activity: 0.2417, loss_completeness: 0.0695, loss_reg: 0.0331, loss: 0.3443, grad_norm: 13.8641 2020-10-06 00:19:42,319 - mmaction - INFO - Epoch [166][4/25] lr: 1.000e-03, eta: 18:33:51, time: 0.580, data_time: 0.117, memory: 6352, loss_activity: 0.2341, loss_completeness: 0.0862, loss_reg: 0.0387, loss: 0.3590, grad_norm: 13.6966 2020-10-06 00:19:42,858 - mmaction - INFO - Epoch [166][5/25] lr: 1.000e-03, eta: 18:33:28, time: 0.522, data_time: 0.060, memory: 6352, loss_activity: 0.1454, loss_completeness: 0.0625, loss_reg: 0.0725, loss: 0.2804, grad_norm: 5.8283 2020-10-06 00:19:43,404 - mmaction - INFO - Epoch [166][6/25] lr: 1.000e-03, eta: 18:33:05, time: 0.480, data_time: 0.051, memory: 6352, loss_activity: 0.3209, loss_completeness: 0.0728, loss_reg: 0.0296, loss: 0.4233, grad_norm: 7.0723 2020-10-06 00:19:43,995 - mmaction - INFO - Epoch [166][7/25] lr: 1.000e-03, eta: 18:32:42, time: 0.588, data_time: 0.124, memory: 6352, loss_activity: 0.0823, loss_completeness: 0.0703, loss_reg: 0.0483, loss: 0.2009, grad_norm: 7.6200 2020-10-06 00:19:44,502 - mmaction - INFO - Epoch [166][8/25] lr: 1.000e-03, eta: 18:32:19, time: 0.622, data_time: 0.120, memory: 6352, loss_activity: 0.3635, loss_completeness: 0.0556, loss_reg: 0.0468, loss: 0.4659, grad_norm: 9.6706 2020-10-06 00:19:45,062 - mmaction - INFO - Epoch [166][9/25] lr: 1.000e-03, eta: 18:31:56, time: 0.560, data_time: 0.029, memory: 6352, loss_activity: 0.1140, loss_completeness: 0.1109, loss_reg: 0.0943, loss: 0.3192, grad_norm: 5.9802 2020-10-06 00:19:45,562 - mmaction - INFO - Epoch [166][10/25] lr: 1.000e-03, eta: 18:31:33, time: 0.470, data_time: 0.015, memory: 6352, loss_activity: 0.5407, loss_completeness: 0.0850, loss_reg: 0.0240, loss: 0.6497, grad_norm: 14.3444 2020-10-06 00:19:46,137 - mmaction - INFO - Epoch [166][11/25] lr: 1.000e-03, eta: 18:31:10, time: 0.554, data_time: 0.036, memory: 6352, loss_activity: 0.1771, loss_completeness: 0.0889, loss_reg: 0.0078, loss: 0.2738, grad_norm: 8.4625 2020-10-06 00:19:46,669 - mmaction - INFO - Epoch [166][12/25] lr: 1.000e-03, eta: 18:30:47, time: 0.568, data_time: 0.063, memory: 6352, loss_activity: 0.1906, loss_completeness: 0.0631, loss_reg: 0.0468, loss: 0.3005, grad_norm: 9.6729 2020-10-06 00:19:47,195 - mmaction - INFO - Epoch [166][13/25] lr: 1.000e-03, eta: 18:30:24, time: 0.537, data_time: 0.022, memory: 6352, loss_activity: 0.3882, loss_completeness: 0.0999, loss_reg: 0.0529, loss: 0.5410, grad_norm: 12.2119 2020-10-06 00:19:47,713 - mmaction - INFO - Epoch [166][14/25] lr: 1.000e-03, eta: 18:30:01, time: 0.511, data_time: 0.009, memory: 6352, loss_activity: 0.1051, loss_completeness: 0.0771, loss_reg: 0.0627, loss: 0.2449, grad_norm: 8.5370 2020-10-06 00:19:48,367 - mmaction - INFO - Epoch [166][15/25] lr: 1.000e-03, eta: 18:29:38, time: 0.568, data_time: 0.017, memory: 6352, loss_activity: 0.0591, loss_completeness: 0.0601, loss_reg: 0.0532, loss: 0.1725, grad_norm: 6.0349 2020-10-06 00:19:48,936 - mmaction - INFO - Epoch [166][16/25] lr: 1.000e-03, eta: 18:29:16, time: 0.666, data_time: 0.103, memory: 6352, loss_activity: 0.1241, loss_completeness: 0.0556, loss_reg: 0.0449, loss: 0.2246, grad_norm: 8.8108 2020-10-06 00:19:49,448 - mmaction - INFO - Epoch [166][17/25] lr: 1.000e-03, eta: 18:28:52, time: 0.423, data_time: 0.009, memory: 6352, loss_activity: 0.6352, loss_completeness: 0.0773, loss_reg: 0.0519, loss: 0.7644, grad_norm: 12.7855 2020-10-06 00:19:49,980 - mmaction - INFO - Epoch [166][18/25] lr: 1.000e-03, eta: 18:28:29, time: 0.520, data_time: 0.114, memory: 6352, loss_activity: 0.0615, loss_completeness: 0.0584, loss_reg: 0.0868, loss: 0.2067, grad_norm: 5.8483 2020-10-06 00:19:50,509 - mmaction - INFO - Epoch [166][19/25] lr: 1.000e-03, eta: 18:28:07, time: 0.612, data_time: 0.107, memory: 6352, loss_activity: 0.1050, loss_completeness: 0.0973, loss_reg: 0.0590, loss: 0.2613, grad_norm: 5.7148 2020-10-06 00:19:51,065 - mmaction - INFO - Epoch [166][20/25] lr: 1.000e-03, eta: 18:27:44, time: 0.546, data_time: 0.024, memory: 6352, loss_activity: 0.2535, loss_completeness: 0.0692, loss_reg: 0.0540, loss: 0.3767, grad_norm: 8.7704 2020-10-06 00:19:51,611 - mmaction - INFO - Epoch [166][21/25] lr: 1.000e-03, eta: 18:27:21, time: 0.564, data_time: 0.080, memory: 6352, loss_activity: 0.0850, loss_completeness: 0.0991, loss_reg: 0.0792, loss: 0.2633, grad_norm: 5.2248 2020-10-06 00:19:52,159 - mmaction - INFO - Epoch [166][22/25] lr: 1.000e-03, eta: 18:26:58, time: 0.542, data_time: 0.049, memory: 6352, loss_activity: 0.1201, loss_completeness: 0.0622, loss_reg: 0.0593, loss: 0.2415, grad_norm: 6.3445 2020-10-06 00:19:52,592 - mmaction - INFO - Epoch [166][23/25] lr: 1.000e-03, eta: 18:26:35, time: 0.450, data_time: 0.021, memory: 6352, loss_activity: 0.2251, loss_completeness: 0.0835, loss_reg: 0.0138, loss: 0.3224, grad_norm: 8.6046 2020-10-06 00:19:53,014 - mmaction - INFO - Epoch [166][24/25] lr: 1.000e-03, eta: 18:26:12, time: 0.422, data_time: 0.017, memory: 6352, loss_activity: 0.0936, loss_completeness: 0.0814, loss_reg: 0.0380, loss: 0.2130, grad_norm: 7.0624 2020-10-06 00:19:53,422 - mmaction - INFO - Epoch [166][25/25] lr: 1.000e-03, eta: 18:25:49, time: 0.408, data_time: 0.005, memory: 6352, loss_activity: 0.1438, loss_completeness: 0.0571, loss_reg: 0.0466, loss: 0.2474, grad_norm: 4.6324 2020-10-06 00:20:02,180 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:23:13,681 - mmaction - INFO - Epoch [167][1/25] lr: 1.000e-03, eta: 18:31:50, time: 191.349, data_time: 185.590, memory: 6352, loss_activity: 0.2417, loss_completeness: 0.0793, loss_reg: 0.0640, loss: 0.3850, grad_norm: 9.1871 2020-10-06 00:23:14,322 - mmaction - INFO - Epoch [167][2/25] lr: 1.000e-03, eta: 18:31:27, time: 0.707, data_time: 0.285, memory: 6352, loss_activity: 0.2773, loss_completeness: 0.0723, loss_reg: 0.0553, loss: 0.4050, grad_norm: 10.1753 2020-10-06 00:23:14,813 - mmaction - INFO - Epoch [167][3/25] lr: 1.000e-03, eta: 18:31:04, time: 0.563, data_time: 0.092, memory: 6352, loss_activity: 0.1266, loss_completeness: 0.0372, loss_reg: 0.0721, loss: 0.2358, grad_norm: 7.0768 2020-10-06 00:23:15,387 - mmaction - INFO - Epoch [167][4/25] lr: 1.000e-03, eta: 18:30:41, time: 0.557, data_time: 0.043, memory: 6352, loss_activity: 0.4242, loss_completeness: 0.0824, loss_reg: 0.0382, loss: 0.5448, grad_norm: 10.3446 2020-10-06 00:23:15,926 - mmaction - INFO - Epoch [167][5/25] lr: 1.000e-03, eta: 18:30:18, time: 0.518, data_time: 0.048, memory: 6352, loss_activity: 0.0681, loss_completeness: 0.0759, loss_reg: 0.0847, loss: 0.2287, grad_norm: 6.0787 2020-10-06 00:23:16,487 - mmaction - INFO - Epoch [167][6/25] lr: 1.000e-03, eta: 18:29:56, time: 0.611, data_time: 0.061, memory: 6352, loss_activity: 0.0890, loss_completeness: 0.0589, loss_reg: 0.0271, loss: 0.1750, grad_norm: 5.7490 2020-10-06 00:23:17,068 - mmaction - INFO - Epoch [167][7/25] lr: 1.000e-03, eta: 18:29:33, time: 0.495, data_time: 0.005, memory: 6352, loss_activity: 0.2278, loss_completeness: 0.0621, loss_reg: 0.0716, loss: 0.3616, grad_norm: 7.7861 2020-10-06 00:23:17,543 - mmaction - INFO - Epoch [167][8/25] lr: 1.000e-03, eta: 18:29:10, time: 0.546, data_time: 0.092, memory: 6352, loss_activity: 0.1185, loss_completeness: 0.0808, loss_reg: 0.0705, loss: 0.2698, grad_norm: 7.9805 2020-10-06 00:23:18,041 - mmaction - INFO - Epoch [167][9/25] lr: 1.000e-03, eta: 18:28:47, time: 0.513, data_time: 0.020, memory: 6352, loss_activity: 0.0861, loss_completeness: 0.0798, loss_reg: 0.0557, loss: 0.2215, grad_norm: 6.2598 2020-10-06 00:23:18,554 - mmaction - INFO - Epoch [167][10/25] lr: 1.000e-03, eta: 18:28:24, time: 0.500, data_time: 0.027, memory: 6352, loss_activity: 0.1646, loss_completeness: 0.0522, loss_reg: 0.0451, loss: 0.2618, grad_norm: 9.9011 2020-10-06 00:23:19,057 - mmaction - INFO - Epoch [167][11/25] lr: 1.000e-03, eta: 18:28:01, time: 0.497, data_time: 0.021, memory: 6352, loss_activity: 0.2086, loss_completeness: 0.0930, loss_reg: 0.0472, loss: 0.3488, grad_norm: 7.9170 2020-10-06 00:23:19,672 - mmaction - INFO - Epoch [167][12/25] lr: 1.000e-03, eta: 18:27:38, time: 0.587, data_time: 0.048, memory: 6352, loss_activity: 0.0816, loss_completeness: 0.0897, loss_reg: 0.0975, loss: 0.2688, grad_norm: 4.9133 2020-10-06 00:23:20,196 - mmaction - INFO - Epoch [167][13/25] lr: 1.000e-03, eta: 18:27:15, time: 0.519, data_time: 0.059, memory: 6352, loss_activity: 0.1341, loss_completeness: 0.0513, loss_reg: 0.0143, loss: 0.1998, grad_norm: 7.7016 2020-10-06 00:23:20,835 - mmaction - INFO - Epoch [167][14/25] lr: 1.000e-03, eta: 18:26:52, time: 0.603, data_time: 0.059, memory: 6352, loss_activity: 0.0923, loss_completeness: 0.0841, loss_reg: 0.0517, loss: 0.2281, grad_norm: 6.4267 2020-10-06 00:23:21,417 - mmaction - INFO - Epoch [167][15/25] lr: 1.000e-03, eta: 18:26:30, time: 0.626, data_time: 0.099, memory: 6352, loss_activity: 0.1948, loss_completeness: 0.0441, loss_reg: 0.0674, loss: 0.3062, grad_norm: 8.5571 2020-10-06 00:23:21,965 - mmaction - INFO - Epoch [167][16/25] lr: 1.000e-03, eta: 18:26:07, time: 0.478, data_time: 0.053, memory: 6352, loss_activity: 0.3343, loss_completeness: 0.0686, loss_reg: 0.0604, loss: 0.4633, grad_norm: 11.8843 2020-10-06 00:23:22,527 - mmaction - INFO - Epoch [167][17/25] lr: 1.000e-03, eta: 18:25:44, time: 0.625, data_time: 0.129, memory: 6352, loss_activity: 0.1996, loss_completeness: 0.0807, loss_reg: 0.0290, loss: 0.3093, grad_norm: 7.3463 2020-10-06 00:23:23,064 - mmaction - INFO - Epoch [167][18/25] lr: 1.000e-03, eta: 18:25:21, time: 0.482, data_time: 0.063, memory: 6352, loss_activity: 0.0086, loss_completeness: 0.0863, loss_reg: 0.0365, loss: 0.1314, grad_norm: 3.5431 2020-10-06 00:23:23,612 - mmaction - INFO - Epoch [167][19/25] lr: 1.000e-03, eta: 18:24:58, time: 0.565, data_time: 0.114, memory: 6352, loss_activity: 0.0693, loss_completeness: 0.0600, loss_reg: 0.0514, loss: 0.1808, grad_norm: 3.9948 2020-10-06 00:23:24,163 - mmaction - INFO - Epoch [167][20/25] lr: 1.000e-03, eta: 18:24:36, time: 0.531, data_time: 0.101, memory: 6352, loss_activity: 0.1464, loss_completeness: 0.0734, loss_reg: 0.0581, loss: 0.2779, grad_norm: 5.8339 2020-10-06 00:23:24,692 - mmaction - INFO - Epoch [167][21/25] lr: 1.000e-03, eta: 18:24:13, time: 0.608, data_time: 0.178, memory: 6352, loss_activity: 0.5044, loss_completeness: 0.1070, loss_reg: 0.0752, loss: 0.6866, grad_norm: 17.8747 2020-10-06 00:23:25,205 - mmaction - INFO - Epoch [167][22/25] lr: 1.000e-03, eta: 18:23:50, time: 0.537, data_time: 0.047, memory: 6352, loss_activity: 0.2399, loss_completeness: 0.0875, loss_reg: 0.0330, loss: 0.3604, grad_norm: 8.7384 2020-10-06 00:23:25,619 - mmaction - INFO - Epoch [167][23/25] lr: 1.000e-03, eta: 18:23:27, time: 0.413, data_time: 0.013, memory: 6352, loss_activity: 0.1416, loss_completeness: 0.0606, loss_reg: 0.0200, loss: 0.2222, grad_norm: 6.9549 2020-10-06 00:23:26,035 - mmaction - INFO - Epoch [167][24/25] lr: 1.000e-03, eta: 18:23:04, time: 0.423, data_time: 0.015, memory: 6352, loss_activity: 0.1947, loss_completeness: 0.0292, loss_reg: 0.0497, loss: 0.2737, grad_norm: 5.4593 2020-10-06 00:23:26,445 - mmaction - INFO - Epoch [167][25/25] lr: 1.000e-03, eta: 18:22:41, time: 0.410, data_time: 0.006, memory: 6352, loss_activity: 0.3552, loss_completeness: 0.0412, loss_reg: 0.0261, loss: 0.4225, grad_norm: 9.5656 2020-10-06 00:23:34,362 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:26:45,849 - mmaction - INFO - Epoch [168][1/25] lr: 1.000e-03, eta: 18:28:39, time: 191.377, data_time: 185.989, memory: 6352, loss_activity: 0.1745, loss_completeness: 0.0854, loss_reg: 0.0756, loss: 0.3355, grad_norm: 9.4649 2020-10-06 00:26:46,557 - mmaction - INFO - Epoch [168][2/25] lr: 1.000e-03, eta: 18:28:16, time: 0.665, data_time: 0.229, memory: 6352, loss_activity: 0.0318, loss_completeness: 0.0772, loss_reg: 0.0805, loss: 0.1895, grad_norm: 5.4434 2020-10-06 00:26:47,086 - mmaction - INFO - Epoch [168][3/25] lr: 1.000e-03, eta: 18:27:54, time: 0.576, data_time: 0.158, memory: 6352, loss_activity: 0.0325, loss_completeness: 0.0770, loss_reg: 0.0246, loss: 0.1341, grad_norm: 3.3938 2020-10-06 00:26:47,649 - mmaction - INFO - Epoch [168][4/25] lr: 1.000e-03, eta: 18:27:31, time: 0.551, data_time: 0.110, memory: 6352, loss_activity: 0.2739, loss_completeness: 0.0375, loss_reg: 0.0753, loss: 0.3867, grad_norm: 14.0382 2020-10-06 00:26:48,113 - mmaction - INFO - Epoch [168][5/25] lr: 1.000e-03, eta: 18:27:08, time: 0.562, data_time: 0.127, memory: 6352, loss_activity: 0.2089, loss_completeness: 0.0846, loss_reg: 0.0890, loss: 0.3824, grad_norm: 7.2633 2020-10-06 00:26:48,649 - mmaction - INFO - Epoch [168][6/25] lr: 1.000e-03, eta: 18:26:45, time: 0.524, data_time: 0.045, memory: 6352, loss_activity: 0.0867, loss_completeness: 0.0501, loss_reg: 0.0395, loss: 0.1763, grad_norm: 5.7488 2020-10-06 00:26:49,270 - mmaction - INFO - Epoch [168][7/25] lr: 1.000e-03, eta: 18:26:23, time: 0.559, data_time: 0.033, memory: 6352, loss_activity: 0.0780, loss_completeness: 0.0625, loss_reg: 0.0526, loss: 0.1931, grad_norm: 3.7298 2020-10-06 00:26:49,761 - mmaction - INFO - Epoch [168][8/25] lr: 1.000e-03, eta: 18:26:00, time: 0.538, data_time: 0.114, memory: 6352, loss_activity: 0.3384, loss_completeness: 0.0836, loss_reg: 0.0274, loss: 0.4494, grad_norm: 11.0296 2020-10-06 00:26:50,226 - mmaction - INFO - Epoch [168][9/25] lr: 1.000e-03, eta: 18:25:37, time: 0.498, data_time: 0.049, memory: 6352, loss_activity: 0.0281, loss_completeness: 0.0557, loss_reg: 0.0525, loss: 0.1363, grad_norm: 3.9220 2020-10-06 00:26:50,795 - mmaction - INFO - Epoch [168][10/25] lr: 1.000e-03, eta: 18:25:14, time: 0.566, data_time: 0.016, memory: 6352, loss_activity: 0.3375, loss_completeness: 0.0724, loss_reg: 0.0378, loss: 0.4477, grad_norm: 10.0155 2020-10-06 00:26:51,350 - mmaction - INFO - Epoch [168][11/25] lr: 1.000e-03, eta: 18:24:51, time: 0.511, data_time: 0.032, memory: 6352, loss_activity: 0.5048, loss_completeness: 0.0972, loss_reg: 0.0245, loss: 0.6265, grad_norm: 11.4671 2020-10-06 00:26:51,878 - mmaction - INFO - Epoch [168][12/25] lr: 1.000e-03, eta: 18:24:29, time: 0.576, data_time: 0.063, memory: 6352, loss_activity: 0.3041, loss_completeness: 0.0534, loss_reg: 0.0858, loss: 0.4433, grad_norm: 10.2547 2020-10-06 00:26:52,419 - mmaction - INFO - Epoch [168][13/25] lr: 1.000e-03, eta: 18:24:06, time: 0.506, data_time: 0.013, memory: 6352, loss_activity: 0.0768, loss_completeness: 0.0394, loss_reg: 0.0351, loss: 0.1513, grad_norm: 5.0413 2020-10-06 00:26:53,067 - mmaction - INFO - Epoch [168][14/25] lr: 1.000e-03, eta: 18:23:43, time: 0.618, data_time: 0.049, memory: 6352, loss_activity: 0.2227, loss_completeness: 0.0939, loss_reg: 0.0878, loss: 0.4044, grad_norm: 7.9679 2020-10-06 00:26:53,554 - mmaction - INFO - Epoch [168][15/25] lr: 1.000e-03, eta: 18:23:21, time: 0.543, data_time: 0.110, memory: 6352, loss_activity: 0.1327, loss_completeness: 0.0795, loss_reg: 0.0265, loss: 0.2386, grad_norm: 5.1885 2020-10-06 00:26:54,156 - mmaction - INFO - Epoch [168][16/25] lr: 1.000e-03, eta: 18:22:58, time: 0.523, data_time: 0.022, memory: 6352, loss_activity: 0.1298, loss_completeness: 0.0705, loss_reg: 0.0481, loss: 0.2484, grad_norm: 7.6980 2020-10-06 00:26:54,707 - mmaction - INFO - Epoch [168][17/25] lr: 1.000e-03, eta: 18:22:35, time: 0.622, data_time: 0.155, memory: 6352, loss_activity: 0.2150, loss_completeness: 0.0628, loss_reg: 0.0264, loss: 0.3042, grad_norm: 5.7991 2020-10-06 00:26:55,242 - mmaction - INFO - Epoch [168][18/25] lr: 1.000e-03, eta: 18:22:13, time: 0.518, data_time: 0.032, memory: 6352, loss_activity: 0.0630, loss_completeness: 0.0828, loss_reg: 0.0338, loss: 0.1796, grad_norm: 6.0039 2020-10-06 00:26:55,828 - mmaction - INFO - Epoch [168][19/25] lr: 1.000e-03, eta: 18:21:50, time: 0.584, data_time: 0.050, memory: 6352, loss_activity: 0.1000, loss_completeness: 0.0757, loss_reg: 0.0179, loss: 0.1936, grad_norm: 4.0953 2020-10-06 00:26:56,380 - mmaction - INFO - Epoch [168][20/25] lr: 1.000e-03, eta: 18:21:28, time: 0.527, data_time: 0.079, memory: 6352, loss_activity: 0.0475, loss_completeness: 0.0615, loss_reg: 0.0754, loss: 0.1844, grad_norm: 4.0567 2020-10-06 00:26:57,067 - mmaction - INFO - Epoch [168][21/25] lr: 1.000e-03, eta: 18:21:05, time: 0.756, data_time: 0.227, memory: 6352, loss_activity: 0.2942, loss_completeness: 0.0836, loss_reg: 0.0451, loss: 0.4229, grad_norm: 9.1565 2020-10-06 00:26:57,510 - mmaction - INFO - Epoch [168][22/25] lr: 1.000e-03, eta: 18:20:42, time: 0.439, data_time: 0.022, memory: 6352, loss_activity: 0.1115, loss_completeness: 0.0806, loss_reg: 0.0085, loss: 0.2006, grad_norm: 3.3055 2020-10-06 00:26:57,925 - mmaction - INFO - Epoch [168][23/25] lr: 1.000e-03, eta: 18:20:20, time: 0.415, data_time: 0.009, memory: 6352, loss_activity: 0.1360, loss_completeness: 0.0434, loss_reg: 0.0390, loss: 0.2184, grad_norm: 5.1682 2020-10-06 00:26:58,347 - mmaction - INFO - Epoch [168][24/25] lr: 1.000e-03, eta: 18:19:57, time: 0.414, data_time: 0.012, memory: 6352, loss_activity: 0.1379, loss_completeness: 0.0748, loss_reg: 0.0542, loss: 0.2669, grad_norm: 5.9641 2020-10-06 00:26:58,762 - mmaction - INFO - Epoch [168][25/25] lr: 1.000e-03, eta: 18:19:34, time: 0.423, data_time: 0.019, memory: 6352, loss_activity: 0.0568, loss_completeness: 0.0693, loss_reg: 0.0634, loss: 0.1895, grad_norm: 4.9347 2020-10-06 00:27:06,466 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:30:09,959 - mmaction - INFO - Epoch [169][1/25] lr: 1.000e-03, eta: 18:25:13, time: 183.376, data_time: 178.548, memory: 6352, loss_activity: 0.1380, loss_completeness: 0.0909, loss_reg: 0.0600, loss: 0.2889, grad_norm: 5.8177 2020-10-06 00:30:10,590 - mmaction - INFO - Epoch [169][2/25] lr: 1.000e-03, eta: 18:24:50, time: 0.741, data_time: 0.216, memory: 6352, loss_activity: 0.1846, loss_completeness: 0.0771, loss_reg: 0.0521, loss: 0.3138, grad_norm: 6.5673 2020-10-06 00:30:11,104 - mmaction - INFO - Epoch [169][3/25] lr: 1.000e-03, eta: 18:24:27, time: 0.431, data_time: 0.021, memory: 6352, loss_activity: 0.3072, loss_completeness: 0.0854, loss_reg: 0.0473, loss: 0.4399, grad_norm: 10.7201 2020-10-06 00:30:11,663 - mmaction - INFO - Epoch [169][4/25] lr: 1.000e-03, eta: 18:24:05, time: 0.554, data_time: 0.106, memory: 6352, loss_activity: 0.0984, loss_completeness: 0.0565, loss_reg: 0.0241, loss: 0.1790, grad_norm: 4.6145 2020-10-06 00:30:12,145 - mmaction - INFO - Epoch [169][5/25] lr: 1.000e-03, eta: 18:23:42, time: 0.566, data_time: 0.094, memory: 6352, loss_activity: 0.0177, loss_completeness: 0.0591, loss_reg: 0.0785, loss: 0.1553, grad_norm: 4.5388 2020-10-06 00:30:12,709 - mmaction - INFO - Epoch [169][6/25] lr: 1.000e-03, eta: 18:23:19, time: 0.544, data_time: 0.013, memory: 6352, loss_activity: 0.2034, loss_completeness: 0.0773, loss_reg: 0.0370, loss: 0.3176, grad_norm: 6.8344 2020-10-06 00:30:13,320 - mmaction - INFO - Epoch [169][7/25] lr: 1.000e-03, eta: 18:22:57, time: 0.548, data_time: 0.042, memory: 6352, loss_activity: 0.1096, loss_completeness: 0.0299, loss_reg: 0.0376, loss: 0.1770, grad_norm: 4.6428 2020-10-06 00:30:13,879 - mmaction - INFO - Epoch [169][8/25] lr: 1.000e-03, eta: 18:22:34, time: 0.638, data_time: 0.134, memory: 6352, loss_activity: 0.0270, loss_completeness: 0.0768, loss_reg: 0.0537, loss: 0.1575, grad_norm: 4.7926 2020-10-06 00:30:14,425 - mmaction - INFO - Epoch [169][9/25] lr: 1.000e-03, eta: 18:22:12, time: 0.554, data_time: 0.016, memory: 6352, loss_activity: 0.1298, loss_completeness: 0.0584, loss_reg: 0.0633, loss: 0.2515, grad_norm: 5.0087 2020-10-06 00:30:15,046 - mmaction - INFO - Epoch [169][10/25] lr: 1.000e-03, eta: 18:21:49, time: 0.479, data_time: 0.019, memory: 6352, loss_activity: 0.0498, loss_completeness: 0.0784, loss_reg: 0.0547, loss: 0.1830, grad_norm: 6.7538 2020-10-06 00:30:15,557 - mmaction - INFO - Epoch [169][11/25] lr: 1.000e-03, eta: 18:21:27, time: 0.641, data_time: 0.149, memory: 6352, loss_activity: 0.0656, loss_completeness: 0.0590, loss_reg: 0.0547, loss: 0.1793, grad_norm: 5.3373 2020-10-06 00:30:16,179 - mmaction - INFO - Epoch [169][12/25] lr: 1.000e-03, eta: 18:21:04, time: 0.618, data_time: 0.017, memory: 6352, loss_activity: 0.0131, loss_completeness: 0.0773, loss_reg: 0.0413, loss: 0.1317, grad_norm: 3.9932 2020-10-06 00:30:16,833 - mmaction - INFO - Epoch [169][13/25] lr: 1.000e-03, eta: 18:20:42, time: 0.622, data_time: 0.020, memory: 6352, loss_activity: 0.0251, loss_completeness: 0.0778, loss_reg: 0.0359, loss: 0.1388, grad_norm: 4.3844 2020-10-06 00:30:17,350 - mmaction - INFO - Epoch [169][14/25] lr: 1.000e-03, eta: 18:20:19, time: 0.533, data_time: 0.054, memory: 6352, loss_activity: 0.2805, loss_completeness: 0.0659, loss_reg: 0.0313, loss: 0.3777, grad_norm: 7.1459 2020-10-06 00:30:17,932 - mmaction - INFO - Epoch [169][15/25] lr: 1.000e-03, eta: 18:19:56, time: 0.485, data_time: 0.036, memory: 6352, loss_activity: 0.1939, loss_completeness: 0.0563, loss_reg: 0.0261, loss: 0.2763, grad_norm: 5.2366 2020-10-06 00:30:18,464 - mmaction - INFO - Epoch [169][16/25] lr: 1.000e-03, eta: 18:19:34, time: 0.544, data_time: 0.136, memory: 6352, loss_activity: 0.2100, loss_completeness: 0.0809, loss_reg: 0.0265, loss: 0.3174, grad_norm: 12.4132 2020-10-06 00:30:18,935 - mmaction - INFO - Epoch [169][17/25] lr: 1.000e-03, eta: 18:19:11, time: 0.582, data_time: 0.128, memory: 6352, loss_activity: 0.3094, loss_completeness: 0.0877, loss_reg: 0.0575, loss: 0.4546, grad_norm: 12.2057 2020-10-06 00:30:19,524 - mmaction - INFO - Epoch [169][18/25] lr: 1.000e-03, eta: 18:18:49, time: 0.529, data_time: 0.012, memory: 6352, loss_activity: 0.0182, loss_completeness: 0.0605, loss_reg: 0.0914, loss: 0.1701, grad_norm: 4.5388 2020-10-06 00:30:20,067 - mmaction - INFO - Epoch [169][19/25] lr: 1.000e-03, eta: 18:18:26, time: 0.600, data_time: 0.071, memory: 6352, loss_activity: 0.0123, loss_completeness: 0.0670, loss_reg: 0.0363, loss: 0.1156, grad_norm: 3.7518 2020-10-06 00:30:20,829 - mmaction - INFO - Epoch [169][20/25] lr: 1.000e-03, eta: 18:18:04, time: 0.687, data_time: 0.067, memory: 6352, loss_activity: 0.3361, loss_completeness: 0.0832, loss_reg: 0.0618, loss: 0.4810, grad_norm: 10.3893 2020-10-06 00:30:21,438 - mmaction - INFO - Epoch [169][21/25] lr: 1.000e-03, eta: 18:17:42, time: 0.615, data_time: 0.148, memory: 6352, loss_activity: 0.1917, loss_completeness: 0.0654, loss_reg: 0.0490, loss: 0.3060, grad_norm: 35.9713 2020-10-06 00:30:21,854 - mmaction - INFO - Epoch [169][22/25] lr: 1.000e-03, eta: 18:17:19, time: 0.486, data_time: 0.087, memory: 6352, loss_activity: 0.0607, loss_completeness: 0.0493, loss_reg: 0.0338, loss: 0.1438, grad_norm: 5.1588 2020-10-06 00:30:22,265 - mmaction - INFO - Epoch [169][23/25] lr: 1.000e-03, eta: 18:16:57, time: 0.417, data_time: 0.010, memory: 6352, loss_activity: 0.1142, loss_completeness: 0.0811, loss_reg: 0.0787, loss: 0.2740, grad_norm: 5.9398 2020-10-06 00:30:22,675 - mmaction - INFO - Epoch [169][24/25] lr: 1.000e-03, eta: 18:16:34, time: 0.410, data_time: 0.007, memory: 6352, loss_activity: 0.0793, loss_completeness: 0.0717, loss_reg: 0.0375, loss: 0.1884, grad_norm: 5.7427 2020-10-06 00:30:23,087 - mmaction - INFO - Epoch [169][25/25] lr: 1.000e-03, eta: 18:16:11, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 0.1625, loss_completeness: 0.0927, loss_reg: 0.0333, loss: 0.2885, grad_norm: 6.0809 2020-10-06 00:30:32,035 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:33:31,682 - mmaction - INFO - Epoch [170][1/25] lr: 1.000e-03, eta: 18:21:39, time: 179.521, data_time: 173.682, memory: 6352, loss_activity: 0.4967, loss_completeness: 0.0594, loss_reg: 0.0337, loss: 0.5898, grad_norm: 9.9468 2020-10-06 00:33:32,333 - mmaction - INFO - Epoch [170][2/25] lr: 1.000e-03, eta: 18:21:17, time: 0.732, data_time: 0.249, memory: 6352, loss_activity: 0.0451, loss_completeness: 0.0757, loss_reg: 0.0438, loss: 0.1646, grad_norm: 4.8244 2020-10-06 00:33:32,878 - mmaction - INFO - Epoch [170][3/25] lr: 1.000e-03, eta: 18:20:54, time: 0.552, data_time: 0.050, memory: 6352, loss_activity: 0.1156, loss_completeness: 0.0838, loss_reg: 0.0677, loss: 0.2671, grad_norm: 6.5473 2020-10-06 00:33:33,438 - mmaction - INFO - Epoch [170][4/25] lr: 1.000e-03, eta: 18:20:32, time: 0.524, data_time: 0.043, memory: 6352, loss_activity: 0.4391, loss_completeness: 0.0769, loss_reg: 0.0418, loss: 0.5578, grad_norm: 12.8808 2020-10-06 00:33:33,903 - mmaction - INFO - Epoch [170][5/25] lr: 1.000e-03, eta: 18:20:09, time: 0.533, data_time: 0.089, memory: 6352, loss_activity: 0.0461, loss_completeness: 0.0766, loss_reg: 0.0491, loss: 0.1717, grad_norm: 5.5585 2020-10-06 00:33:34,459 - mmaction - INFO - Epoch [170][6/25] lr: 1.000e-03, eta: 18:19:47, time: 0.537, data_time: 0.035, memory: 6352, loss_activity: 0.1881, loss_completeness: 0.0879, loss_reg: 0.0382, loss: 0.3142, grad_norm: 8.3003 2020-10-06 00:33:35,058 - mmaction - INFO - Epoch [170][7/25] lr: 1.000e-03, eta: 18:19:24, time: 0.616, data_time: 0.037, memory: 6352, loss_activity: 0.0134, loss_completeness: 0.0782, loss_reg: 0.0491, loss: 0.1407, grad_norm: 3.9398 2020-10-06 00:33:35,586 - mmaction - INFO - Epoch [170][8/25] lr: 1.000e-03, eta: 18:19:02, time: 0.510, data_time: 0.013, memory: 6352, loss_activity: 0.1508, loss_completeness: 0.0778, loss_reg: 0.0614, loss: 0.2900, grad_norm: 8.7166 2020-10-06 00:33:36,119 - mmaction - INFO - Epoch [170][9/25] lr: 1.000e-03, eta: 18:18:39, time: 0.558, data_time: 0.031, memory: 6352, loss_activity: 0.2539, loss_completeness: 0.0903, loss_reg: 0.0385, loss: 0.3827, grad_norm: 11.6699 2020-10-06 00:33:36,683 - mmaction - INFO - Epoch [170][10/25] lr: 1.000e-03, eta: 18:18:17, time: 0.559, data_time: 0.006, memory: 6352, loss_activity: 0.1818, loss_completeness: 0.0804, loss_reg: 0.0455, loss: 0.3078, grad_norm: 6.3787 2020-10-06 00:33:37,213 - mmaction - INFO - Epoch [170][11/25] lr: 1.000e-03, eta: 18:17:54, time: 0.536, data_time: 0.011, memory: 6352, loss_activity: 0.5018, loss_completeness: 0.0823, loss_reg: 0.0310, loss: 0.6152, grad_norm: 11.5029 2020-10-06 00:33:37,777 - mmaction - INFO - Epoch [170][12/25] lr: 1.000e-03, eta: 18:17:32, time: 0.564, data_time: 0.006, memory: 6352, loss_activity: 0.3793, loss_completeness: 0.0819, loss_reg: 0.0416, loss: 0.5028, grad_norm: 13.7414 2020-10-06 00:33:38,291 - mmaction - INFO - Epoch [170][13/25] lr: 1.000e-03, eta: 18:17:09, time: 0.496, data_time: 0.014, memory: 6352, loss_activity: 0.5309, loss_completeness: 0.0480, loss_reg: 0.0893, loss: 0.6682, grad_norm: 14.9066 2020-10-06 00:33:38,872 - mmaction - INFO - Epoch [170][14/25] lr: 1.000e-03, eta: 18:16:47, time: 0.543, data_time: 0.057, memory: 6352, loss_activity: 0.3193, loss_completeness: 0.0663, loss_reg: 0.0074, loss: 0.3930, grad_norm: 8.1337 2020-10-06 00:33:39,398 - mmaction - INFO - Epoch [170][15/25] lr: 1.000e-03, eta: 18:16:25, time: 0.553, data_time: 0.062, memory: 6352, loss_activity: 0.0420, loss_completeness: 0.0674, loss_reg: 0.0830, loss: 0.1924, grad_norm: 5.6122 2020-10-06 00:33:39,953 - mmaction - INFO - Epoch [170][16/25] lr: 1.000e-03, eta: 18:16:02, time: 0.509, data_time: 0.036, memory: 6352, loss_activity: 0.3312, loss_completeness: 0.0758, loss_reg: 0.0508, loss: 0.4578, grad_norm: 10.6707 2020-10-06 00:33:40,461 - mmaction - INFO - Epoch [170][17/25] lr: 1.000e-03, eta: 18:15:40, time: 0.548, data_time: 0.086, memory: 6352, loss_activity: 0.2278, loss_completeness: 0.1003, loss_reg: 0.0409, loss: 0.3690, grad_norm: 7.4098 2020-10-06 00:33:40,993 - mmaction - INFO - Epoch [170][18/25] lr: 1.000e-03, eta: 18:15:17, time: 0.568, data_time: 0.040, memory: 6352, loss_activity: 0.5289, loss_completeness: 0.0709, loss_reg: 0.0303, loss: 0.6302, grad_norm: 17.1267 2020-10-06 00:33:41,528 - mmaction - INFO - Epoch [170][19/25] lr: 1.000e-03, eta: 18:14:55, time: 0.503, data_time: 0.005, memory: 6352, loss_activity: 0.2002, loss_completeness: 0.0775, loss_reg: 0.0352, loss: 0.3129, grad_norm: 5.6632 2020-10-06 00:33:42,087 - mmaction - INFO - Epoch [170][20/25] lr: 1.000e-03, eta: 18:14:33, time: 0.566, data_time: 0.043, memory: 6352, loss_activity: 0.0591, loss_completeness: 0.0621, loss_reg: 0.0216, loss: 0.1427, grad_norm: 3.2285 2020-10-06 00:33:42,840 - mmaction - INFO - Epoch [170][21/25] lr: 1.000e-03, eta: 18:14:11, time: 0.719, data_time: 0.101, memory: 6352, loss_activity: 0.1196, loss_completeness: 0.0846, loss_reg: 0.0280, loss: 0.2321, grad_norm: 5.2174 2020-10-06 00:33:43,276 - mmaction - INFO - Epoch [170][22/25] lr: 1.000e-03, eta: 18:13:48, time: 0.493, data_time: 0.098, memory: 6352, loss_activity: 0.4424, loss_completeness: 0.0579, loss_reg: 0.0265, loss: 0.5268, grad_norm: 11.6156 2020-10-06 00:33:43,687 - mmaction - INFO - Epoch [170][23/25] lr: 1.000e-03, eta: 18:13:25, time: 0.411, data_time: 0.005, memory: 6352, loss_activity: 0.2335, loss_completeness: 0.0494, loss_reg: 0.0331, loss: 0.3160, grad_norm: 14.1813 2020-10-06 00:33:44,097 - mmaction - INFO - Epoch [170][24/25] lr: 1.000e-03, eta: 18:13:03, time: 0.409, data_time: 0.008, memory: 6352, loss_activity: 0.2194, loss_completeness: 0.0875, loss_reg: 0.0584, loss: 0.3653, grad_norm: 10.0889 2020-10-06 00:33:44,507 - mmaction - INFO - Epoch [170][25/25] lr: 1.000e-03, eta: 18:12:40, time: 0.411, data_time: 0.007, memory: 6352, loss_activity: 0.1695, loss_completeness: 0.0594, loss_reg: 0.0378, loss: 0.2666, grad_norm: 9.0830 2020-10-06 00:33:52,571 - mmaction - INFO - Saving checkpoint at 170 epochs 2020-10-06 00:33:53,059 - mmaction - INFO - Freezing BatchNorm2D except the first one. 2020-10-06 00:37:04,205 - mmaction - INFO - Epoch [171][1/25] lr: 1.000e-03, eta: 18:18:28, time: 190.996, data_time: 185.778, memory: 6352, loss_activity: 0.1613, loss_completeness: 0.0755, loss_reg: 0.0554, loss: 0.2922, grad_norm: 6.2538 2020-10-06 00:37:04,854 - mmaction - INFO - Epoch [171][2/25] lr: 1.000e-03, eta: 18:18:06, time: 0.792, data_time: 0.244, memory: 6352, loss_activity: 0.2303, loss_completeness: 0.0710, loss_reg: 0.0400, loss: 0.3413, grad_norm: 8.1584 2020-10-06 00:37:05,355 - mmaction - INFO - Epoch [171][3/25] lr: 1.000e-03, eta: 18:17:43, time: 0.476, data_time: 0.017, memory: 6352, loss_activity: 0.2540, loss_completeness: 0.0589, loss_reg: 0.0186, loss: 0.3315, grad_norm: 7.7857 2020-10-06 00:37:05,925 - mmaction - INFO - Epoch [171][4/25] lr: 1.000e-03, eta: 18:17:21, time: 0.541, data_time: 0.040, memory: 6352, loss_activity: 0.1913, loss_completeness: 0.1007, loss_reg: 0.0486, loss: 0.3405, grad_norm: 7.2281 2020-10-06 00:37:06,514 - mmaction - INFO - Epoch [171][5/25] lr: