2021-04-15 19:33:29,825 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 (default, Jan 8 2020, 19:59:22) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: TITAN Xp CUDA_HOME: /mnt/lustre/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.4.0 PyTorch: 1.5.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 912ce228837d1ce28e1a61806118835de03f5751) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_INTERNAL_THREADPOOL_IMPL -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -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 -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.6.0 OpenCV: 4.2.0 MMCV: 1.3.0 MMCV Compiler: GCC 5.3 MMCV CUDA Compiler: 9.0 MMAction2: 0.13.0+fc76b28 ------------------------------------------------------------ 2021-04-15 19:33:29,863 - mmaction - INFO - Distributed training: True 2021-04-15 19:33:29,863 - mmaction - INFO - Config: /mnt/lustre/duanhaodong1/mmaction2_exp/configs/ava_exp/focal_1_3x.py model = dict( type='FastRCNN', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=4, speed_ratio=4, channel_ratio=8, slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, fusion_kernel=7, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), spatial_strides=(1, 2, 2, 1)), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, spatial_strides=(1, 2, 2, 1))), # OK to add temporal pool, since there is only a classifier left behind roi_head=dict( type='AVARoIHead', bbox_roi_extractor=dict( type='SingleRoIExtractor3D', roi_layer_type='RoIAlign', output_size=8, with_temporal_pool=True, temporal_pool_mode='max'), bbox_head=dict( type='BBoxHeadAVA', dropout_ratio=0.5, in_channels=2304, focal_alpha=3.0, focal_gamma=1.0, num_classes=81, multilabel=True)), train_cfg = dict( rcnn=dict( assigner=dict( type='MaxIoUAssignerAVA', pos_iou_thr=0.9, # proposals with IoU > thr are positive neg_iou_thr=0.9, # proposals with IoU < thr are negative (loss not calculated) min_pos_iou=0.9), # minimum acceptable IoU (to ensure each gt is assigned to a proposal) sampler=dict( type='RandomSampler', num=32, # #proposals for each Image pos_fraction=1, # positive fraction neg_pos_ub=-1, # neg / pos upper_bound, -1 means no upperbound add_gt_as_proposals=True), pos_weight=1.0, debug=False)), test_cfg = dict(rcnn=dict(action_thr=0.002))) dataset_type = 'AVADataset' data_root = '/mnt/lustre21/DATAshare2/duanhaodong/ava/frames' anno_root = '/mnt/lustre21/DATAshare2/duanhaodong/ava/annotations' ann_file_train = f'{anno_root}/ava_train_v2.2.csv' ann_file_val = f'{anno_root}/ava_val_v2.2.csv' exclude_file_train = f'{anno_root}/ava_train_excluded_timestamps_v2.2.csv' exclude_file_val = f'{anno_root}/ava_val_excluded_timestamps_v2.2.csv' label_file = f'{anno_root}/ava_action_list_v2.2_for_activitynet_2019.pbtxt' proposal_file_train = f'{anno_root}/train_fair.pkl' proposal_file_val = f'{anno_root}/val_fair.pkl' 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') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='SampleAVAFrames', clip_len=32, frame_interval=2), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='RandomRescale', scale_range=(256, 320)), dict(type='RandomCrop', size=256), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='Rename', mapping=dict(imgs='img')), dict(type='ToTensor', keys=['img', 'proposals', 'gt_bboxes', 'gt_labels']), dict(type='ToDataContainer', fields=[dict(key=['proposals', 'gt_bboxes', 'gt_labels'], stack=False)]), dict(type='Collect', keys=['img', 'proposals', 'gt_bboxes', 'gt_labels'], meta_keys=['scores', 'entity_ids']) ] # The testing is w/o. any cropping / flipping val_pipeline = [ dict(type='SampleAVAFrames', clip_len=32, frame_interval=2), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='Rename', mapping=dict(imgs='img')), dict(type='ToTensor', keys=['img', 'proposals']), dict(type='ToDataContainer', fields=[dict(key='proposals', stack=False)]), dict(type='Collect', keys=['img', 'proposals'], meta_keys=['scores', 'img_shape'], nested=True) ] data = dict( videos_per_gpu=6, workers_per_gpu=2, val_dataloader=dict(videos_per_gpu=1), test_dataloader=dict(videos_per_gpu=1), train=dict( type=dataset_type, ann_file=ann_file_train, exclude_file=exclude_file_train, pipeline=train_pipeline, label_file=label_file, proposal_file=proposal_file_train, person_det_score_thr=0.9, data_prefix=data_root), val=dict( type=dataset_type, ann_file=ann_file_val, exclude_file=exclude_file_val, pipeline=val_pipeline, label_file=label_file, proposal_file=proposal_file_val, person_det_score_thr=0.9, data_prefix=data_root)) data['test'] = data['val'] # optimizer optimizer = dict( type='SGD', lr=0.075, momentum=0.9, weight_decay=0.00001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict( policy='CosineAnnealing', by_epoch=False, min_lr=0, warmup='linear', warmup_by_epoch=True, warmup_iters=2, warmup_ratio=0.1) total_epochs = 10 checkpoint_config = dict(interval=1) workflow = [('train', 1)] evaluation = dict(interval=1) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/ava_exp/focal_1_3x' load_from = 'https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb/slowfast_r50_8x8x1_256e_kinetics400_rgb_20200716-73547d2b.pth' resume_from = None find_unused_parameters = False 2021-04-15 19:34:06,569 - mmaction - INFO - 184378 out of 184378 frames are valid. 2021-04-15 19:34:21,051 - mmaction - INFO - load checkpoint from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb/slowfast_r50_8x8x1_256e_kinetics400_rgb_20200716-73547d2b.pth 2021-04-15 19:34:21,051 - mmaction - INFO - Use load_from_http loader 2021-04-15 19:34:21,616 - mmaction - WARNING - The model and loaded state dict do not match exactly unexpected key in source state_dict: cls_head.fc_cls.weight, cls_head.fc_cls.bias missing keys in source state_dict: roi_head.bbox_head.fc_cls.weight, roi_head.bbox_head.fc_cls.bias 2021-04-15 19:34:21,618 - mmaction - INFO - Start running, host: duanhaodong1@SH-IDC2-172-20-21-34, work_dir: /mnt/lustre/duanhaodong1/mmaction2_exp/work_dirs/ava_exp/focal_1_3x 2021-04-15 19:34:21,618 - mmaction - INFO - workflow: [('train', 1)], max: 10 epochs 2021-04-15 19:35:36,933 - mmaction - INFO - Epoch [1][20/3842] lr: 7.667e-03, eta: 1 day, 16:08:11, time: 3.763, data_time: 2.246, memory: 10738, loss_action_cls: 0.7248, recall@thr=0.5: 0.3739, prec@thr=0.5: 0.4069, recall@top3: 0.4342, prec@top3: 0.3749, recall@top5: 0.5867, prec@top5: 0.3024, loss: 0.7248, grad_norm: 8.3322 2021-04-15 19:36:06,041 - mmaction - INFO - Epoch [1][40/3842] lr: 7.843e-03, eta: 1 day, 3:48:48, time: 1.455, data_time: 0.001, memory: 10738, loss_action_cls: 0.4877, recall@thr=0.5: 0.4278, prec@thr=0.5: 0.4520, recall@top3: 0.5251, prec@top3: 0.4523, recall@top5: 0.7219, prec@top5: 0.3726, loss: 0.4877, grad_norm: 4.0322 2021-04-15 19:36:32,935 - mmaction - INFO - Epoch [1][60/3842] lr: 8.018e-03, eta: 23:18:42, time: 1.346, data_time: 0.001, memory: 10738, loss_action_cls: 0.3143, recall@thr=0.5: 0.4410, prec@thr=0.5: 0.4809, recall@top3: 0.5417, prec@top3: 0.4683, recall@top5: 0.7576, prec@top5: 0.3938, loss: 0.3143, grad_norm: 2.9050 2021-04-15 19:37:00,150 - mmaction - INFO - Epoch [1][80/3842] lr: 8.194e-03, eta: 21:05:44, time: 1.360, data_time: 0.001, memory: 10738, loss_action_cls: 0.2780, recall@thr=0.5: 0.4263, prec@thr=0.5: 0.5020, recall@top3: 0.5519, prec@top3: 0.4673, recall@top5: 0.7531, prec@top5: 0.3834, loss: 0.2780, grad_norm: 2.3539 2021-04-15 19:37:27,061 - mmaction - INFO - Epoch [1][100/3842] lr: 8.370e-03, eta: 19:44:01, time: 1.346, data_time: 0.001, memory: 10738, loss_action_cls: 0.2408, recall@thr=0.5: 0.4291, prec@thr=0.5: 0.4873, recall@top3: 0.5727, prec@top3: 0.4931, recall@top5: 0.7790, prec@top5: 0.4029, loss: 0.2408, grad_norm: 2.3703 2021-04-15 19:37:55,470 - mmaction - INFO - Epoch [1][120/3842] lr: 8.545e-03, eta: 18:57:16, time: 1.420, data_time: 0.018, memory: 10738, loss_action_cls: 0.2108, recall@thr=0.5: 0.4263, prec@thr=0.5: 0.5103, recall@top3: 0.5677, prec@top3: 0.4896, recall@top5: 0.7798, prec@top5: 0.4065, loss: 0.2108, grad_norm: 2.0046 2021-04-15 19:38:22,970 - mmaction - INFO - Epoch [1][140/3842] lr: 8.721e-03, eta: 18:19:34, time: 1.375, data_time: 0.001, memory: 10738, loss_action_cls: 0.2023, recall@thr=0.5: 0.4185, prec@thr=0.5: 0.5222, recall@top3: 0.5976, prec@top3: 0.5068, recall@top5: 0.7910, prec@top5: 0.4072, loss: 0.2023, grad_norm: 1.3512 2021-04-15 19:38:49,146 - mmaction - INFO - Epoch [1][160/3842] lr: 8.896e-03, eta: 17:45:55, time: 1.308, data_time: 0.001, memory: 10738, loss_action_cls: 0.1910, recall@thr=0.5: 0.4197, prec@thr=0.5: 0.5435, recall@top3: 0.5982, prec@top3: 0.5084, recall@top5: 0.7897, prec@top5: 0.4086, loss: 0.1910, grad_norm: 1.2748 2021-04-15 19:39:16,748 - mmaction - INFO - Epoch [1][180/3842] lr: 9.072e-03, eta: 17:24:47, time: 1.381, data_time: 0.002, memory: 10738, loss_action_cls: 0.1794, recall@thr=0.5: 0.4356, prec@thr=0.5: 0.5545, recall@top3: 0.6275, prec@top3: 0.5343, recall@top5: 0.8228, prec@top5: 0.4261, loss: 0.1794, grad_norm: 0.8623 2021-04-15 19:39:46,479 - mmaction - INFO - Epoch [1][200/3842] lr: 9.248e-03, eta: 17:14:30, time: 1.487, data_time: 0.109, memory: 10738, loss_action_cls: 0.1772, recall@thr=0.5: 0.4046, prec@thr=0.5: 0.5326, recall@top3: 0.6066, prec@top3: 0.5210, recall@top5: 0.8058, prec@top5: 0.4174, loss: 0.1772, grad_norm: 0.9693 2021-04-15 19:40:13,367 - mmaction - INFO - Epoch [1][220/3842] lr: 9.423e-03, eta: 16:57:43, time: 1.343, data_time: 0.001, memory: 10738, loss_action_cls: 0.1609, recall@thr=0.5: 0.4194, prec@thr=0.5: 0.5341, recall@top3: 0.6148, prec@top3: 0.5227, recall@top5: 0.8137, prec@top5: 0.4210, loss: 0.1609, grad_norm: 0.7823 2021-04-15 19:40:38,873 - mmaction - INFO - Epoch [1][240/3842] lr: 9.599e-03, eta: 16:40:01, time: 1.275, data_time: 0.002, memory: 10738, loss_action_cls: 0.1636, recall@thr=0.5: 0.3794, prec@thr=0.5: 0.5153, recall@top3: 0.6206, prec@top3: 0.5208, recall@top5: 0.8026, prec@top5: 0.4104, loss: 0.1636, grad_norm: 0.7064 2021-04-15 19:41:09,793 - mmaction - INFO - Epoch [1][260/3842] lr: 9.774e-03, eta: 16:38:17, time: 1.547, data_time: 0.008, memory: 10738, loss_action_cls: 0.1733, recall@thr=0.5: 0.3901, prec@thr=0.5: 0.5132, recall@top3: 0.6025, prec@top3: 0.5143, recall@top5: 0.7990, prec@top5: 0.4140, loss: 0.1733, grad_norm: 0.7085 2021-04-15 19:41:37,523 - mmaction - INFO - Epoch [1][280/3842] lr: 9.950e-03, eta: 16:29:28, time: 1.387, data_time: 0.001, memory: 10738, loss_action_cls: 0.1573, recall@thr=0.5: 0.4176, prec@thr=0.5: 0.5545, recall@top3: 0.6306, prec@top3: 0.5385, recall@top5: 0.8265, prec@top5: 0.4298, loss: 0.1573, grad_norm: 0.5784 2021-04-15 19:42:06,470 - mmaction - INFO - Epoch [1][300/3842] lr: 1.013e-02, eta: 16:24:20, time: 1.448, data_time: 0.074, memory: 10738, loss_action_cls: 0.1498, recall@thr=0.5: 0.4394, prec@thr=0.5: 0.5673, recall@top3: 0.6243, prec@top3: 0.5425, recall@top5: 0.8242, prec@top5: 0.4352, loss: 0.1498, grad_norm: 0.4961 2021-04-15 19:42:32,857 - mmaction - INFO - Epoch [1][320/3842] lr: 1.030e-02, eta: 16:14:40, time: 1.319, data_time: 0.038, memory: 10738, loss_action_cls: 0.1452, recall@thr=0.5: 0.4360, prec@thr=0.5: 0.5503, recall@top3: 0.6367, prec@top3: 0.5456, recall@top5: 0.8261, prec@top5: 0.4292, loss: 0.1452, grad_norm: 0.4564 2021-04-15 19:43:01,699 - mmaction - INFO - Epoch [1][340/3842] lr: 1.048e-02, eta: 16:10:42, time: 1.442, data_time: 0.035, memory: 10738, loss_action_cls: 0.1538, recall@thr=0.5: 0.4273, prec@thr=0.5: 0.5636, recall@top3: 0.6386, prec@top3: 0.5461, recall@top5: 0.8234, prec@top5: 0.4282, loss: 0.1538, grad_norm: 0.4653 2021-04-15 19:43:29,722 - mmaction - INFO - Epoch [1][360/3842] lr: 1.065e-02, eta: 16:05:38, time: 1.400, data_time: 0.050, memory: 10738, loss_action_cls: 0.1507, recall@thr=0.5: 0.4250, prec@thr=0.5: 0.5715, recall@top3: 0.6336, prec@top3: 0.5453, recall@top5: 0.8235, prec@top5: 0.4322, loss: 0.1507, grad_norm: 0.4304 2021-04-15 19:43:57,257 - mmaction - INFO - Epoch [1][380/3842] lr: 1.083e-02, eta: 16:00:17, time: 1.377, data_time: 0.156, memory: 10738, loss_action_cls: 0.1465, recall@thr=0.5: 0.4261, prec@thr=0.5: 0.5634, recall@top3: 0.6395, prec@top3: 0.5320, recall@top5: 0.8310, prec@top5: 0.4238, loss: 0.1465, grad_norm: 0.4456 2021-04-15 19:44:24,610 - mmaction - INFO - Epoch [1][400/3842] lr: 1.100e-02, eta: 15:55:06, time: 1.367, data_time: 0.039, memory: 10738, loss_action_cls: 0.1531, recall@thr=0.5: 0.4285, prec@thr=0.5: 0.5742, recall@top3: 0.6360, prec@top3: 0.5383, recall@top5: 0.8274, prec@top5: 0.4292, loss: 0.1531, grad_norm: 0.4306 2021-04-15 19:44:52,707 - mmaction - INFO - Epoch [1][420/3842] lr: 1.118e-02, eta: 15:51:32, time: 1.406, data_time: 0.002, memory: 10738, loss_action_cls: 0.1367, recall@thr=0.5: 0.4372, prec@thr=0.5: 0.5766, recall@top3: 0.6487, prec@top3: 0.5448, recall@top5: 0.8340, prec@top5: 0.4285, loss: 0.1367, grad_norm: 0.3680 2021-04-15 19:45:19,812 - mmaction - INFO - Epoch [1][440/3842] lr: 1.135e-02, eta: 15:46:47, time: 1.355, data_time: 0.001, memory: 10738, loss_action_cls: 0.1475, recall@thr=0.5: 0.4289, prec@thr=0.5: 0.5759, recall@top3: 0.6407, prec@top3: 0.5470, recall@top5: 0.8228, prec@top5: 0.4302, loss: 0.1475, grad_norm: 0.3857 2021-04-15 19:45:48,245 - mmaction - INFO - Epoch [1][460/3842] lr: 1.153e-02, eta: 15:44:15, time: 1.422, data_time: 0.002, memory: 10738, loss_action_cls: 0.1457, recall@thr=0.5: 0.4375, prec@thr=0.5: 0.5691, recall@top3: 0.6424, prec@top3: 0.5429, recall@top5: 0.8145, prec@top5: 0.4221, loss: 0.1457, grad_norm: 0.3359 2021-04-15 19:46:16,777 - mmaction - INFO - Epoch [1][480/3842] lr: 1.170e-02, eta: 15:42:02, time: 1.427, data_time: 0.002, memory: 10738, loss_action_cls: 0.1533, recall@thr=0.5: 0.4389, prec@thr=0.5: 0.5844, recall@top3: 0.6450, prec@top3: 0.5523, recall@top5: 0.8315, prec@top5: 0.4338, loss: 0.1533, grad_norm: 0.3432 2021-04-15 19:46:45,267 - mmaction - INFO - Epoch [1][500/3842] lr: 1.188e-02, eta: 15:39:53, time: 1.424, data_time: 0.078, memory: 10738, loss_action_cls: 0.1582, recall@thr=0.5: 0.4420, prec@thr=0.5: 0.5918, recall@top3: 0.6527, prec@top3: 0.5487, recall@top5: 0.8302, prec@top5: 0.4246, loss: 0.1582, grad_norm: 0.3149 2021-04-15 19:47:13,113 - mmaction - INFO - Epoch [1][520/3842] lr: 1.205e-02, eta: 15:37:06, time: 1.393, data_time: 0.077, memory: 10738, loss_action_cls: 0.1350, recall@thr=0.5: 0.4698, prec@thr=0.5: 0.6119, recall@top3: 0.6567, prec@top3: 0.5569, recall@top5: 0.8386, prec@top5: 0.4339, loss: 0.1350, grad_norm: 0.3190 2021-04-15 19:47:40,609 - mmaction - INFO - Epoch [1][540/3842] lr: 1.223e-02, eta: 15:34:02, time: 1.374, data_time: 0.026, memory: 10738, loss_action_cls: 0.1397, recall@thr=0.5: 0.4598, prec@thr=0.5: 0.6113, recall@top3: 0.6678, prec@top3: 0.5700, recall@top5: 0.8400, prec@top5: 0.4371, loss: 0.1397, grad_norm: 0.3343 2021-04-15 19:48:09,405 - mmaction - INFO - Epoch [1][560/3842] lr: 1.240e-02, eta: 15:32:40, time: 1.441, data_time: 0.057, memory: 10738, loss_action_cls: 0.1430, recall@thr=0.5: 0.4763, prec@thr=0.5: 0.6125, recall@top3: 0.6637, prec@top3: 0.5590, recall@top5: 0.8426, prec@top5: 0.4346, loss: 0.1430, grad_norm: 0.3416 2021-04-15 19:48:37,036 - mmaction - INFO - Epoch [1][580/3842] lr: 1.258e-02, eta: 15:30:04, time: 1.381, data_time: 0.048, memory: 10738, loss_action_cls: 0.1443, recall@thr=0.5: 0.4638, prec@thr=0.5: 0.6092, recall@top3: 0.6669, prec@top3: 0.5675, recall@top5: 0.8395, prec@top5: 0.4367, loss: 0.1443, grad_norm: 0.3131 2021-04-15 19:49:04,694 - mmaction - INFO - Epoch [1][600/3842] lr: 1.275e-02, eta: 15:27:39, time: 1.383, data_time: 0.001, memory: 10738, loss_action_cls: 0.1367, recall@thr=0.5: 0.4817, prec@thr=0.5: 0.6251, recall@top3: 0.6789, prec@top3: 0.5767, recall@top5: 0.8459, prec@top5: 0.4369, loss: 0.1367, grad_norm: 0.2908 2021-04-15 19:49:32,553 - mmaction - INFO - Epoch [1][620/3842] lr: 1.293e-02, eta: 15:25:32, time: 1.392, data_time: 0.001, memory: 10738, loss_action_cls: 0.1450, recall@thr=0.5: 0.4728, prec@thr=0.5: 0.5978, recall@top3: 0.6536, prec@top3: 0.5466, recall@top5: 0.8333, prec@top5: 0.4256, loss: 0.1450, grad_norm: 0.3232 2021-04-15 19:49:59,949 - mmaction - INFO - Epoch [1][640/3842] lr: 1.310e-02, eta: 15:23:04, time: 1.368, data_time: 0.002, memory: 10738, loss_action_cls: 0.1390, recall@thr=0.5: 0.4696, prec@thr=0.5: 0.6130, recall@top3: 0.6617, prec@top3: 0.5638, recall@top5: 0.8386, prec@top5: 0.4365, loss: 0.1390, grad_norm: 0.3227 2021-04-15 19:50:29,382 - mmaction - INFO - Epoch [1][660/3842] lr: 1.328e-02, eta: 15:22:43, time: 1.474, data_time: 0.003, memory: 10738, loss_action_cls: 0.1437, recall@thr=0.5: 0.4791, prec@thr=0.5: 0.6034, recall@top3: 0.6601, prec@top3: 0.5715, recall@top5: 0.8448, prec@top5: 0.4420, loss: 0.1437, grad_norm: 0.2796 2021-04-15 19:50:55,802 - mmaction - INFO - Epoch [1][680/3842] lr: 1.345e-02, eta: 15:19:33, time: 1.321, data_time: 0.001, memory: 10738, loss_action_cls: 0.1394, recall@thr=0.5: 0.4894, prec@thr=0.5: 0.6249, recall@top3: 0.6772, prec@top3: 0.5773, recall@top5: 0.8494, prec@top5: 0.4422, loss: 0.1394, grad_norm: 0.2898 2021-04-15 19:51:24,735 - mmaction - INFO - Epoch [1][700/3842] lr: 1.363e-02, eta: 15:18:46, time: 1.446, data_time: 0.009, memory: 10738, loss_action_cls: 0.1393, recall@thr=0.5: 0.5001, prec@thr=0.5: 0.6310, recall@top3: 0.6927, prec@top3: 0.5884, recall@top5: 0.8608, prec@top5: 0.4478, loss: 0.1393, grad_norm: 0.2947 2021-04-15 19:51:53,800 - mmaction - INFO - Epoch [1][720/3842] lr: 1.380e-02, eta: 15:18:09, time: 1.454, data_time: 0.002, memory: 10738, loss_action_cls: 0.1360, recall@thr=0.5: 0.4774, prec@thr=0.5: 0.6097, recall@top3: 0.6822, prec@top3: 0.5698, recall@top5: 0.8518, prec@top5: 0.4352, loss: 0.1360, grad_norm: 0.3080 2021-04-15 19:52:21,734 - mmaction - INFO - Epoch [1][740/3842] lr: 1.398e-02, eta: 15:16:35, time: 1.397, data_time: 0.046, memory: 10738, loss_action_cls: 0.1320, recall@thr=0.5: 0.5083, prec@thr=0.5: 0.6277, recall@top3: 0.6813, prec@top3: 0.5790, recall@top5: 0.8582, prec@top5: 0.4449, loss: 0.1320, grad_norm: 0.2957 2021-04-15 19:52:49,504 - mmaction - INFO - Epoch [1][760/3842] lr: 1.415e-02, eta: 15:14:54, time: 1.388, data_time: 0.001, memory: 10738, loss_action_cls: 0.1436, recall@thr=0.5: 0.4951, prec@thr=0.5: 0.6403, recall@top3: 0.6778, prec@top3: 0.5822, recall@top5: 0.8537, prec@top5: 0.4450, loss: 0.1436, grad_norm: 0.2931 2021-04-15 19:53:16,207 - mmaction - INFO - Epoch [1][780/3842] lr: 1.433e-02, eta: 15:12:28, time: 1.336, data_time: 0.001, memory: 10738, loss_action_cls: 0.1285, recall@thr=0.5: 0.5209, prec@thr=0.5: 0.6458, recall@top3: 0.6919, prec@top3: 0.5925, recall@top5: 0.8587, prec@top5: 0.4496, loss: 0.1285, grad_norm: 0.3220 2021-04-15 19:53:44,611 - mmaction - INFO - Epoch [1][800/3842] lr: 1.450e-02, eta: 15:11:26, time: 1.420, data_time: 0.005, memory: 10738, loss_action_cls: 0.1375, recall@thr=0.5: 0.4805, prec@thr=0.5: 0.6276, recall@top3: 0.6771, prec@top3: 0.5650, recall@top5: 0.8540, prec@top5: 0.4361, loss: 0.1375, grad_norm: 0.2963 2021-04-15 19:54:14,713 - mmaction - INFO - Epoch [1][820/3842] lr: 1.468e-02, eta: 15:11:44, time: 1.504, data_time: 0.001, memory: 10738, loss_action_cls: 0.1402, recall@thr=0.5: 0.5168, prec@thr=0.5: 0.6364, recall@top3: 0.6767, prec@top3: 0.5846, recall@top5: 0.8531, prec@top5: 0.4471, loss: 0.1402, grad_norm: 0.3186 2021-04-15 19:54:41,044 - mmaction - INFO - Epoch [1][840/3842] lr: 1.485e-02, eta: 15:09:11, time: 1.317, data_time: 0.002, memory: 10738, loss_action_cls: 0.1350, recall@thr=0.5: 0.4743, prec@thr=0.5: 0.6255, recall@top3: 0.6710, prec@top3: 0.5708, recall@top5: 0.8492, prec@top5: 0.4393, loss: 0.1350, grad_norm: 0.3414 2021-04-15 19:55:11,134 - mmaction - INFO - Epoch [1][860/3842] lr: 1.503e-02, eta: 15:09:28, time: 1.504, data_time: 0.102, memory: 10738, loss_action_cls: 0.1292, recall@thr=0.5: 0.4933, prec@thr=0.5: 0.6295, recall@top3: 0.6869, prec@top3: 0.5646, recall@top5: 0.8457, prec@top5: 0.4253, loss: 0.1292, grad_norm: 0.3091 2021-04-15 19:55:37,976 - mmaction - INFO - Epoch [1][880/3842] lr: 1.520e-02, eta: 15:07:25, time: 1.343, data_time: 0.002, memory: 10738, loss_action_cls: 0.1325, recall@thr=0.5: 0.5125, prec@thr=0.5: 0.6462, recall@top3: 0.6880, prec@top3: 0.5904, recall@top5: 0.8575, prec@top5: 0.4477, loss: 0.1325, grad_norm: 0.2953 2021-04-15 19:56:05,945 - mmaction - INFO - Epoch [1][900/3842] lr: 1.538e-02, eta: 15:06:13, time: 1.398, data_time: 0.001, memory: 10738, loss_action_cls: 0.1317, recall@thr=0.5: 0.4928, prec@thr=0.5: 0.6284, recall@top3: 0.6756, prec@top3: 0.5755, recall@top5: 0.8525, prec@top5: 0.4409, loss: 0.1317, grad_norm: 0.2727 2021-04-15 19:56:33,135 - mmaction - INFO - Epoch [1][920/3842] lr: 1.555e-02, eta: 15:04:31, time: 1.360, data_time: 0.001, memory: 10738, loss_action_cls: 0.1285, recall@thr=0.5: 0.4970, prec@thr=0.5: 0.6421, recall@top3: 0.6891, prec@top3: 0.5757, recall@top5: 0.8619, prec@top5: 0.4403, loss: 0.1285, grad_norm: 0.2888 2021-04-15 19:57:02,375 - mmaction - INFO - Epoch [1][940/3842] lr: 1.573e-02, eta: 15:04:13, time: 1.462, data_time: 0.016, memory: 10738, loss_action_cls: 0.1304, recall@thr=0.5: 0.5067, prec@thr=0.5: 0.6292, recall@top3: 0.6787, prec@top3: 0.5750, recall@top5: 0.8554, prec@top5: 0.4405, loss: 0.1304, grad_norm: 0.2646 2021-04-15 19:57:32,112 - mmaction - INFO - Epoch [1][960/3842] lr: 1.590e-02, eta: 15:04:15, time: 1.487, data_time: 0.297, memory: 10738, loss_action_cls: 0.1327, recall@thr=0.5: 0.5092, prec@thr=0.5: 0.6385, recall@top3: 0.6788, prec@top3: 0.5794, recall@top5: 0.8475, prec@top5: 0.4391, loss: 0.1327, grad_norm: 0.2819 2021-04-15 19:58:02,830 - mmaction - INFO - Epoch [1][980/3842] lr: 1.607e-02, eta: 15:04:53, time: 1.536, data_time: 0.094, memory: 10738, loss_action_cls: 0.1255, recall@thr=0.5: 0.5227, prec@thr=0.5: 0.6528, recall@top3: 0.6899, prec@top3: 0.5864, recall@top5: 0.8574, prec@top5: 0.4428, loss: 0.1255, grad_norm: 0.2700 2021-04-15 19:58:29,775 - mmaction - INFO - Epoch [1][1000/3842] lr: 1.625e-02, eta: 15:03:07, time: 1.347, data_time: 0.001, memory: 10738, loss_action_cls: 0.1289, recall@thr=0.5: 0.4976, prec@thr=0.5: 0.6370, recall@top3: 0.6900, prec@top3: 0.5733, recall@top5: 0.8568, prec@top5: 0.4339, loss: 0.1289, grad_norm: 0.2776 2021-04-15 19:58:58,334 - mmaction - INFO - Epoch [1][1020/3842] lr: 1.642e-02, eta: 15:02:23, time: 1.427, data_time: 0.001, memory: 10738, loss_action_cls: 0.1257, recall@thr=0.5: 0.5097, prec@thr=0.5: 0.6482, recall@top3: 0.6948, prec@top3: 0.5854, recall@top5: 0.8609, prec@top5: 0.4423, loss: 0.1257, grad_norm: 0.2734 2021-04-15 19:59:26,112 - mmaction - INFO - Epoch [1][1040/3842] lr: 1.660e-02, eta: 15:01:12, time: 1.389, data_time: 0.015, memory: 10738, loss_action_cls: 0.1261, recall@thr=0.5: 0.5273, prec@thr=0.5: 0.6544, recall@top3: 0.6994, prec@top3: 0.5916, recall@top5: 0.8632, prec@top5: 0.4460, loss: 0.1261, grad_norm: 0.2710 2021-04-15 19:59:54,220 - mmaction - INFO - Epoch [1][1060/3842] lr: 1.677e-02, eta: 15:00:14, time: 1.405, data_time: 0.001, memory: 10738, loss_action_cls: 0.1367, recall@thr=0.5: 0.5254, prec@thr=0.5: 0.6563, recall@top3: 0.6892, prec@top3: 0.5840, recall@top5: 0.8542, prec@top5: 0.4422, loss: 0.1367, grad_norm: 0.2832 2021-04-15 20:00:21,836 - mmaction - INFO - Epoch [1][1080/3842] lr: 1.695e-02, eta: 14:59:00, time: 1.380, data_time: 0.001, memory: 10738, loss_action_cls: 0.1366, recall@thr=0.5: 0.5149, prec@thr=0.5: 0.6380, recall@top3: 0.6847, prec@top3: 0.5862, recall@top5: 0.8620, prec@top5: 0.4501, loss: 0.1366, grad_norm: 0.2821 2021-04-15 20:00:48,682 - mmaction - INFO - Epoch [1][1100/3842] lr: 1.712e-02, eta: 14:57:22, time: 1.343, data_time: 0.002, memory: 10738, loss_action_cls: 0.1314, recall@thr=0.5: 0.5082, prec@thr=0.5: 0.6390, recall@top3: 0.6845, prec@top3: 0.5778, recall@top5: 0.8579, prec@top5: 0.4435, loss: 0.1314, grad_norm: 0.2707 2021-04-15 20:01:19,377 - mmaction - INFO - Epoch [1][1120/3842] lr: 1.729e-02, eta: 14:57:54, time: 1.534, data_time: 0.001, memory: 10738, loss_action_cls: 0.1253, recall@thr=0.5: 0.4977, prec@thr=0.5: 0.6371, recall@top3: 0.6811, prec@top3: 0.5812, recall@top5: 0.8535, prec@top5: 0.4435, loss: 0.1253, grad_norm: 0.3010 2021-04-15 20:01:47,492 - mmaction - INFO - Epoch [1][1140/3842] lr: 1.747e-02, eta: 14:57:00, time: 1.405, data_time: 0.001, memory: 10738, loss_action_cls: 0.1367, recall@thr=0.5: 0.5279, prec@thr=0.5: 0.6516, recall@top3: 0.6827, prec@top3: 0.5772, recall@top5: 0.8619, prec@top5: 0.4455, loss: 0.1367, grad_norm: 0.2791 2021-04-15 20:02:16,013 - mmaction - INFO - Epoch [1][1160/3842] lr: 1.764e-02, eta: 14:56:20, time: 1.427, data_time: 0.001, memory: 10738, loss_action_cls: 0.1300, recall@thr=0.5: 0.5061, prec@thr=0.5: 0.6536, recall@top3: 0.6956, prec@top3: 0.5953, recall@top5: 0.8688, prec@top5: 0.4535, loss: 0.1300, grad_norm: 0.2715 2021-04-15 20:02:46,190 - mmaction - INFO - Epoch [1][1180/3842] lr: 1.782e-02, eta: 14:56:33, time: 1.509, data_time: 0.001, memory: 10738, loss_action_cls: 0.1334, recall@thr=0.5: 0.5428, prec@thr=0.5: 0.6617, recall@top3: 0.6888, prec@top3: 0.5897, recall@top5: 0.8537, prec@top5: 0.4462, loss: 0.1334, grad_norm: 0.2864 2021-04-15 20:03:13,239 - mmaction - INFO - Epoch [1][1200/3842] lr: 1.799e-02, eta: 14:55:07, time: 1.352, data_time: 0.139, memory: 10738, loss_action_cls: 0.1354, recall@thr=0.5: 0.5085, prec@thr=0.5: 0.6398, recall@top3: 0.6889, prec@top3: 0.5752, recall@top5: 0.8609, prec@top5: 0.4414, loss: 0.1354, grad_norm: 0.2876 2021-04-15 20:03:40,384 - mmaction - INFO - Epoch [1][1220/3842] lr: 1.816e-02, eta: 14:53:44, time: 1.355, data_time: 0.121, memory: 10738, loss_action_cls: 0.1191, recall@thr=0.5: 0.5316, prec@thr=0.5: 0.6604, recall@top3: 0.6854, prec@top3: 0.5884, recall@top5: 0.8654, prec@top5: 0.4501, loss: 0.1191, grad_norm: 0.3011 2021-04-15 20:04:08,520 - mmaction - INFO - Epoch [1][1240/3842] lr: 1.834e-02, eta: 14:52:55, time: 1.408, data_time: 0.003, memory: 10738, loss_action_cls: 0.1280, recall@thr=0.5: 0.5019, prec@thr=0.5: 0.6327, recall@top3: 0.6863, prec@top3: 0.5761, recall@top5: 0.8620, prec@top5: 0.4425, loss: 0.1280, grad_norm: 0.2932 2021-04-15 20:04:37,019 - mmaction - INFO - Epoch [1][1260/3842] lr: 1.851e-02, eta: 14:52:17, time: 1.426, data_time: 0.003, memory: 10738, loss_action_cls: 0.1278, recall@thr=0.5: 0.5153, prec@thr=0.5: 0.6465, recall@top3: 0.6988, prec@top3: 0.5888, recall@top5: 0.8614, prec@top5: 0.4447, loss: 0.1278, grad_norm: 0.2835 2021-04-15 20:05:05,083 - mmaction - INFO - Epoch [1][1280/3842] lr: 1.868e-02, eta: 14:51:27, time: 1.404, data_time: 0.002, memory: 10738, loss_action_cls: 0.1189, recall@thr=0.5: 0.5309, prec@thr=0.5: 0.6723, recall@top3: 0.7071, prec@top3: 0.5827, recall@top5: 0.8735, prec@top5: 0.4399, loss: 0.1189, grad_norm: 0.2619 2021-04-15 20:05:35,012 - mmaction - INFO - Epoch [1][1300/3842] lr: 1.886e-02, eta: 14:51:30, time: 1.497, data_time: 0.121, memory: 10738, loss_action_cls: 0.1293, recall@thr=0.5: 0.5398, prec@thr=0.5: 0.6750, recall@top3: 0.7110, prec@top3: 0.5899, recall@top5: 0.8737, prec@top5: 0.4450, loss: 0.1293, grad_norm: 0.2478 2021-04-15 20:06:01,546 - mmaction - INFO - Epoch [1][1320/3842] lr: 1.903e-02, eta: 14:49:56, time: 1.324, data_time: 0.005, memory: 10738, loss_action_cls: 0.1261, recall@thr=0.5: 0.5388, prec@thr=0.5: 0.6657, recall@top3: 0.6968, prec@top3: 0.5892, recall@top5: 0.8653, prec@top5: 0.4467, loss: 0.1261, grad_norm: 0.2742 2021-04-15 20:06:29,996 - mmaction - INFO - Epoch [1][1340/3842] lr: 1.920e-02, eta: 14:49:19, time: 1.425, data_time: 0.003, memory: 10738, loss_action_cls: 0.1364, recall@thr=0.5: 0.5211, prec@thr=0.5: 0.6656, recall@top3: 0.6865, prec@top3: 0.5898, recall@top5: 0.8574, prec@top5: 0.4471, loss: 0.1364, grad_norm: 0.2644 2021-04-15 20:06:59,420 - mmaction - INFO - Epoch [1][1360/3842] lr: 1.938e-02, eta: 14:49:06, time: 1.468, data_time: 0.001, memory: 10738, loss_action_cls: 0.1240, recall@thr=0.5: 0.5428, prec@thr=0.5: 0.6673, recall@top3: 0.7057, prec@top3: 0.5984, recall@top5: 0.8584, prec@top5: 0.4436, loss: 0.1240, grad_norm: 0.2824 2021-04-15 20:07:27,453 - mmaction - INFO - Epoch [1][1380/3842] lr: 1.955e-02, eta: 14:48:18, time: 1.402, data_time: 0.003, memory: 10738, loss_action_cls: 0.1251, recall@thr=0.5: 0.5362, prec@thr=0.5: 0.6531, recall@top3: 0.7015, prec@top3: 0.5872, recall@top5: 0.8709, prec@top5: 0.4443, loss: 0.1251, grad_norm: 0.2642 2021-04-15 20:07:55,659 - mmaction - INFO - Epoch [1][1400/3842] lr: 1.972e-02, eta: 14:47:35, time: 1.412, data_time: 0.062, memory: 10738, loss_action_cls: 0.1273, recall@thr=0.5: 0.5392, prec@thr=0.5: 0.6708, recall@top3: 0.6942, prec@top3: 0.5906, recall@top5: 0.8618, prec@top5: 0.4479, loss: 0.1273, grad_norm: 0.2610 2021-04-15 20:08:25,940 - mmaction - INFO - Epoch [1][1420/3842] lr: 1.990e-02, eta: 14:47:45, time: 1.514, data_time: 0.001, memory: 10738, loss_action_cls: 0.1251, recall@thr=0.5: 0.5402, prec@thr=0.5: 0.6558, recall@top3: 0.7033, prec@top3: 0.5865, recall@top5: 0.8587, prec@top5: 0.4399, loss: 0.1251, grad_norm: 0.2604 2021-04-15 20:08:54,224 - mmaction - INFO - Epoch [1][1440/3842] lr: 2.007e-02, eta: 14:47:03, time: 1.414, data_time: 0.001, memory: 10738, loss_action_cls: 0.1258, recall@thr=0.5: 0.5464, prec@thr=0.5: 0.6640, recall@top3: 0.7027, prec@top3: 0.5925, recall@top5: 0.8682, prec@top5: 0.4483, loss: 0.1258, grad_norm: 0.2450 2021-04-15 20:09:22,358 - mmaction - INFO - Epoch [1][1460/3842] lr: 2.024e-02, eta: 14:46:18, time: 1.407, data_time: 0.001, memory: 10738, loss_action_cls: 0.1227, recall@thr=0.5: 0.5513, prec@thr=0.5: 0.6652, recall@top3: 0.7043, prec@top3: 0.5964, recall@top5: 0.8667, prec@top5: 0.4506, loss: 0.1227, grad_norm: 0.2605 2021-04-15 20:09:51,508 - mmaction - INFO - Epoch [1][1480/3842] lr: 2.042e-02, eta: 14:45:58, time: 1.456, data_time: 0.118, memory: 10738, loss_action_cls: 0.1233, recall@thr=0.5: 0.5636, prec@thr=0.5: 0.6646, recall@top3: 0.7093, prec@top3: 0.6006, recall@top5: 0.8704, prec@top5: 0.4520, loss: 0.1233, grad_norm: 0.2728 2021-04-15 20:10:19,034 - mmaction - INFO - Epoch [1][1500/3842] lr: 2.059e-02, eta: 14:44:59, time: 1.377, data_time: 0.026, memory: 10738, loss_action_cls: 0.1289, recall@thr=0.5: 0.5491, prec@thr=0.5: 0.6680, recall@top3: 0.6934, prec@top3: 0.6015, recall@top5: 0.8603, prec@top5: 0.4556, loss: 0.1289, grad_norm: 0.2862 2021-04-15 20:10:45,260 - mmaction - INFO - Epoch [1][1520/3842] lr: 2.076e-02, eta: 14:43:27, time: 1.309, data_time: 0.001, memory: 10738, loss_action_cls: 0.1274, recall@thr=0.5: 0.5423, prec@thr=0.5: 0.6520, recall@top3: 0.6860, prec@top3: 0.5826, recall@top5: 0.8607, prec@top5: 0.4451, loss: 0.1274, grad_norm: 0.2664 2021-04-15 20:11:12,753 - mmaction - INFO - Epoch [1][1540/3842] lr: 2.094e-02, eta: 14:42:30, time: 1.376, data_time: 0.003, memory: 10738, loss_action_cls: 0.1205, recall@thr=0.5: 0.5350, prec@thr=0.5: 0.6721, recall@top3: 0.7019, prec@top3: 0.5876, recall@top5: 0.8631, prec@top5: 0.4429, loss: 0.1205, grad_norm: 0.2767 2021-04-15 20:11:43,658 - mmaction - INFO - Epoch [1][1560/3842] lr: 2.111e-02, eta: 14:42:52, time: 1.544, data_time: 0.001, memory: 10738, loss_action_cls: 0.1253, recall@thr=0.5: 0.5515, prec@thr=0.5: 0.6694, recall@top3: 0.7014, prec@top3: 0.5916, recall@top5: 0.8584, prec@top5: 0.4449, loss: 0.1253, grad_norm: 0.2622 2021-04-15 20:12:10,814 - mmaction - INFO - Epoch [1][1580/3842] lr: 2.128e-02, eta: 14:41:48, time: 1.360, data_time: 0.002, memory: 10738, loss_action_cls: 0.1201, recall@thr=0.5: 0.5659, prec@thr=0.5: 0.6863, recall@top3: 0.7190, prec@top3: 0.6180, recall@top5: 0.8813, prec@top5: 0.4629, loss: 0.1201, grad_norm: 0.2686 2021-04-15 20:12:39,187 - mmaction - INFO - Epoch [1][1600/3842] lr: 2.145e-02, eta: 14:41:11, time: 1.419, data_time: 0.023, memory: 10738, loss_action_cls: 0.1240, recall@thr=0.5: 0.5558, prec@thr=0.5: 0.6589, recall@top3: 0.7004, prec@top3: 0.5947, recall@top5: 0.8652, prec@top5: 0.4489, loss: 0.1240, grad_norm: 0.2368 2021-04-15 20:13:06,626 - mmaction - INFO - Epoch [1][1620/3842] lr: 2.163e-02, eta: 14:40:13, time: 1.372, data_time: 0.001, memory: 10738, loss_action_cls: 0.1267, recall@thr=0.5: 0.5477, prec@thr=0.5: 0.6628, recall@top3: 0.6994, prec@top3: 0.5948, recall@top5: 0.8660, prec@top5: 0.4506, loss: 0.1267, grad_norm: 0.2494 2021-04-15 20:13:34,911 - mmaction - INFO - Epoch [1][1640/3842] lr: 2.180e-02, eta: 14:39:35, time: 1.414, data_time: 0.001, memory: 10738, loss_action_cls: 0.1260, recall@thr=0.5: 0.5622, prec@thr=0.5: 0.6689, recall@top3: 0.7063, prec@top3: 0.5898, recall@top5: 0.8713, prec@top5: 0.4465, loss: 0.1260, grad_norm: 0.2584 2021-04-15 20:14:03,377 - mmaction - INFO - Epoch [1][1660/3842] lr: 2.197e-02, eta: 14:39:01, time: 1.424, data_time: 0.001, memory: 10738, loss_action_cls: 0.1203, recall@thr=0.5: 0.5644, prec@thr=0.5: 0.6727, recall@top3: 0.7121, prec@top3: 0.6060, recall@top5: 0.8774, prec@top5: 0.4558, loss: 0.1203, grad_norm: 0.2598 2021-04-15 20:14:30,858 - mmaction - INFO - Epoch [1][1680/3842] lr: 2.214e-02, eta: 14:38:06, time: 1.374, data_time: 0.078, memory: 10738, loss_action_cls: 0.1156, recall@thr=0.5: 0.5734, prec@thr=0.5: 0.6851, recall@top3: 0.7156, prec@top3: 0.6073, recall@top5: 0.8760, prec@top5: 0.4542, loss: 0.1156, grad_norm: 0.2462 2021-04-15 20:14:58,926 - mmaction - INFO - Epoch [1][1700/3842] lr: 2.232e-02, eta: 14:37:24, time: 1.403, data_time: 0.029, memory: 10738, loss_action_cls: 0.1166, recall@thr=0.5: 0.5726, prec@thr=0.5: 0.6771, recall@top3: 0.7129, prec@top3: 0.5934, recall@top5: 0.8748, prec@top5: 0.4445, loss: 0.1166, grad_norm: 0.2709 2021-04-15 20:15:27,285 - mmaction - INFO - Epoch [1][1720/3842] lr: 2.249e-02, eta: 14:36:48, time: 1.418, data_time: 0.001, memory: 10738, loss_action_cls: 0.1201, recall@thr=0.5: 0.5529, prec@thr=0.5: 0.6717, recall@top3: 0.7252, prec@top3: 0.5862, recall@top5: 0.8787, prec@top5: 0.4365, loss: 0.1201, grad_norm: 0.2427 2021-04-15 20:15:56,312 - mmaction - INFO - Epoch [1][1740/3842] lr: 2.266e-02, eta: 14:36:27, time: 1.451, data_time: 0.001, memory: 10738, loss_action_cls: 0.1176, recall@thr=0.5: 0.5864, prec@thr=0.5: 0.6805, recall@top3: 0.7115, prec@top3: 0.6041, recall@top5: 0.8755, prec@top5: 0.4558, loss: 0.1176, grad_norm: 0.2560 2021-04-15 20:16:24,527 - mmaction - INFO - Epoch [1][1760/3842] lr: 2.283e-02, eta: 14:35:49, time: 1.412, data_time: 0.059, memory: 10738, loss_action_cls: 0.1144, recall@thr=0.5: 0.5684, prec@thr=0.5: 0.6744, recall@top3: 0.7119, prec@top3: 0.5930, recall@top5: 0.8790, prec@top5: 0.4479, loss: 0.1144, grad_norm: 0.2626 2021-04-15 20:16:51,462 - mmaction - INFO - Epoch [1][1780/3842] lr: 2.301e-02, eta: 14:34:45, time: 1.347, data_time: 0.001, memory: 10738, loss_action_cls: 0.1124, recall@thr=0.5: 0.5703, prec@thr=0.5: 0.6676, recall@top3: 0.7127, prec@top3: 0.6037, recall@top5: 0.8835, prec@top5: 0.4572, loss: 0.1124, grad_norm: 0.2851 2021-04-15 20:17:19,209 - mmaction - INFO - Epoch [1][1800/3842] lr: 2.318e-02, eta: 14:33:58, time: 1.388, data_time: 0.006, memory: 10738, loss_action_cls: 0.1148, recall@thr=0.5: 0.5837, prec@thr=0.5: 0.6960, recall@top3: 0.7284, prec@top3: 0.6100, recall@top5: 0.8890, prec@top5: 0.4585, loss: 0.1148, grad_norm: 0.2485 2021-04-15 20:17:46,293 - mmaction - INFO - Epoch [1][1820/3842] lr: 2.335e-02, eta: 14:32:57, time: 1.353, data_time: 0.106, memory: 10738, loss_action_cls: 0.1137, recall@thr=0.5: 0.5553, prec@thr=0.5: 0.6686, recall@top3: 0.6936, prec@top3: 0.5920, recall@top5: 0.8659, prec@top5: 0.4540, loss: 0.1137, grad_norm: 0.2411 2021-04-15 20:18:15,640 - mmaction - INFO - Epoch [1][1840/3842] lr: 2.352e-02, eta: 14:32:43, time: 1.467, data_time: 0.025, memory: 10738, loss_action_cls: 0.1161, recall@thr=0.5: 0.5811, prec@thr=0.5: 0.6894, recall@top3: 0.7261, prec@top3: 0.6054, recall@top5: 0.8825, prec@top5: 0.4515, loss: 0.1161, grad_norm: 0.2358 2021-04-15 20:18:45,718 - mmaction - INFO - Epoch [1][1860/3842] lr: 2.369e-02, eta: 14:32:43, time: 1.505, data_time: 0.002, memory: 10738, loss_action_cls: 0.1211, recall@thr=0.5: 0.5651, prec@thr=0.5: 0.6831, recall@top3: 0.7053, prec@top3: 0.5980, recall@top5: 0.8716, prec@top5: 0.4521, loss: 0.1211, grad_norm: 0.2569 2021-04-15 20:19:11,764 - mmaction - INFO - Epoch [1][1880/3842] lr: 2.386e-02, eta: 14:31:24, time: 1.302, data_time: 0.001, memory: 10738, loss_action_cls: 0.1166, recall@thr=0.5: 0.5727, prec@thr=0.5: 0.6831, recall@top3: 0.7161, prec@top3: 0.6133, recall@top5: 0.8853, prec@top5: 0.4617, loss: 0.1166, grad_norm: 0.2583 2021-04-15 20:19:39,689 - mmaction - INFO - Epoch [1][1900/3842] lr: 2.404e-02, eta: 14:30:42, time: 1.396, data_time: 0.119, memory: 10738, loss_action_cls: 0.1181, recall@thr=0.5: 0.5956, prec@thr=0.5: 0.6950, recall@top3: 0.7240, prec@top3: 0.6150, recall@top5: 0.8769, prec@top5: 0.4556, loss: 0.1181, grad_norm: 0.2530 2021-04-15 20:20:06,475 - mmaction - INFO - Epoch [1][1920/3842] lr: 2.421e-02, eta: 14:29:38, time: 1.337, data_time: 0.009, memory: 10738, loss_action_cls: 0.1130, recall@thr=0.5: 0.5703, prec@thr=0.5: 0.6806, recall@top3: 0.7267, prec@top3: 0.6024, recall@top5: 0.8839, prec@top5: 0.4502, loss: 0.1130, grad_norm: 0.2541 2021-04-15 20:20:32,808 - mmaction - INFO - Epoch [1][1940/3842] lr: 2.438e-02, eta: 14:28:28, time: 1.319, data_time: 0.040, memory: 10738, loss_action_cls: 0.1220, recall@thr=0.5: 0.5470, prec@thr=0.5: 0.6575, recall@top3: 0.7004, prec@top3: 0.5927, recall@top5: 0.8624, prec@top5: 0.4475, loss: 0.1220, grad_norm: 0.2606 2021-04-15 20:21:00,968 - mmaction - INFO - Epoch [1][1960/3842] lr: 2.455e-02, eta: 14:27:52, time: 1.408, data_time: 0.001, memory: 10738, loss_action_cls: 0.1190, recall@thr=0.5: 0.5688, prec@thr=0.5: 0.6675, recall@top3: 0.7034, prec@top3: 0.6007, recall@top5: 0.8795, prec@top5: 0.4572, loss: 0.1190, grad_norm: 0.2530 2021-04-15 20:21:28,383 - mmaction - INFO - Epoch [1][1980/3842] lr: 2.472e-02, eta: 14:27:02, time: 1.371, data_time: 0.001, memory: 10738, loss_action_cls: 0.1099, recall@thr=0.5: 0.5690, prec@thr=0.5: 0.6798, recall@top3: 0.7073, prec@top3: 0.5990, recall@top5: 0.8744, prec@top5: 0.4543, loss: 0.1099, grad_norm: 0.2597 2021-04-15 20:21:55,815 - mmaction - INFO - Epoch [1][2000/3842] lr: 2.489e-02, eta: 14:26:13, time: 1.371, data_time: 0.001, memory: 10738, loss_action_cls: 0.1150, recall@thr=0.5: 0.5746, prec@thr=0.5: 0.6606, recall@top3: 0.7204, prec@top3: 0.6065, recall@top5: 0.8755, prec@top5: 0.4541, loss: 0.1150, grad_norm: 0.2668 2021-04-15 20:22:22,896 - mmaction - INFO - Epoch [1][2020/3842] lr: 2.506e-02, eta: 14:25:18, time: 1.354, data_time: 0.001, memory: 10738, loss_action_cls: 0.1124, recall@thr=0.5: 0.5962, prec@thr=0.5: 0.6902, recall@top3: 0.7228, prec@top3: 0.6133, recall@top5: 0.8764, prec@top5: 0.4557, loss: 0.1124, grad_norm: 0.2583 2021-04-15 20:22:49,845 - mmaction - INFO - Epoch [1][2040/3842] lr: 2.524e-02, eta: 14:24:21, time: 1.348, data_time: 0.001, memory: 10738, loss_action_cls: 0.1091, recall@thr=0.5: 0.5722, prec@thr=0.5: 0.6786, recall@top3: 0.7225, prec@top3: 0.6027, recall@top5: 0.8805, prec@top5: 0.4502, loss: 0.1091, grad_norm: 0.2570 2021-04-15 20:23:18,819 - mmaction - INFO - Epoch [1][2060/3842] lr: 2.541e-02, eta: 14:24:01, time: 1.449, data_time: 0.001, memory: 10738, loss_action_cls: 0.1185, recall@thr=0.5: 0.5779, prec@thr=0.5: 0.6819, recall@top3: 0.7174, prec@top3: 0.6059, recall@top5: 0.8813, prec@top5: 0.4574, loss: 0.1185, grad_norm: 0.2564 2021-04-15 20:23:46,765 - mmaction - INFO - Epoch [1][2080/3842] lr: 2.558e-02, eta: 14:23:23, time: 1.397, data_time: 0.001, memory: 10738, loss_action_cls: 0.1142, recall@thr=0.5: 0.5843, prec@thr=0.5: 0.6749, recall@top3: 0.7218, prec@top3: 0.6044, recall@top5: 0.8735, prec@top5: 0.4506, loss: 0.1142, grad_norm: 0.2546 2021-04-15 20:24:14,892 - mmaction - INFO - Epoch [1][2100/3842] lr: 2.575e-02, eta: 14:22:47, time: 1.406, data_time: 0.001, memory: 10738, loss_action_cls: 0.1133, recall@thr=0.5: 0.5867, prec@thr=0.5: 0.7092, recall@top3: 0.7339, prec@top3: 0.6135, recall@top5: 0.8867, prec@top5: 0.4528, loss: 0.1133, grad_norm: 0.2312 2021-04-15 20:24:41,994 - mmaction - INFO - Epoch [1][2120/3842] lr: 2.592e-02, eta: 14:21:55, time: 1.356, data_time: 0.001, memory: 10738, loss_action_cls: 0.1175, recall@thr=0.5: 0.5774, prec@thr=0.5: 0.6827, recall@top3: 0.7142, prec@top3: 0.6118, recall@top5: 0.8825, prec@top5: 0.4594, loss: 0.1175, grad_norm: 0.2311 2021-04-15 20:25:08,848 - mmaction - INFO - Epoch [1][2140/3842] lr: 2.609e-02, eta: 14:20:59, time: 1.343, data_time: 0.001, memory: 10738, loss_action_cls: 0.1164, recall@thr=0.5: 0.5801, prec@thr=0.5: 0.6803, recall@top3: 0.7078, prec@top3: 0.6092, recall@top5: 0.8695, prec@top5: 0.4593, loss: 0.1164, grad_norm: 0.2625 2021-04-15 20:25:37,576 - mmaction - INFO - Epoch [1][2160/3842] lr: 2.626e-02, eta: 14:20:35, time: 1.436, data_time: 0.026, memory: 10738, loss_action_cls: 0.1154, recall@thr=0.5: 0.5518, prec@thr=0.5: 0.6622, recall@top3: 0.7095, prec@top3: 0.5883, recall@top5: 0.8682, prec@top5: 0.4422, loss: 0.1154, grad_norm: 0.2761 2021-04-15 20:26:05,205 - mmaction - INFO - Epoch [1][2180/3842] lr: 2.643e-02, eta: 14:19:52, time: 1.380, data_time: 0.001, memory: 10738, loss_action_cls: 0.1165, recall@thr=0.5: 0.5630, prec@thr=0.5: 0.6736, recall@top3: 0.7199, prec@top3: 0.5914, recall@top5: 0.8841, prec@top5: 0.4440, loss: 0.1165, grad_norm: 0.2591 2021-04-15 20:26:32,750 - mmaction - INFO - Epoch [1][2200/3842] lr: 2.660e-02, eta: 14:19:08, time: 1.377, data_time: 0.002, memory: 10738, loss_action_cls: 0.1146, recall@thr=0.5: 0.5641, prec@thr=0.5: 0.6774, recall@top3: 0.7022, prec@top3: 0.5939, recall@top5: 0.8744, prec@top5: 0.4522, loss: 0.1146, grad_norm: 0.2436 2021-04-15 20:27:01,873 - mmaction - INFO - Epoch [1][2220/3842] lr: 2.677e-02, eta: 14:18:50, time: 1.458, data_time: 0.002, memory: 10738, loss_action_cls: 0.1095, recall@thr=0.5: 0.5995, prec@thr=0.5: 0.6988, recall@top3: 0.7332, prec@top3: 0.6126, recall@top5: 0.8899, prec@top5: 0.4532, loss: 0.1095, grad_norm: 0.2461 2021-04-15 20:27:28,174 - mmaction - INFO - Epoch [1][2240/3842] lr: 2.694e-02, eta: 14:17:47, time: 1.315, data_time: 0.005, memory: 10738, loss_action_cls: 0.1070, recall@thr=0.5: 0.5914, prec@thr=0.5: 0.6895, recall@top3: 0.7367, prec@top3: 0.6104, recall@top5: 0.8912, prec@top5: 0.4519, loss: 0.1070, grad_norm: 0.2408 2021-04-15 20:27:57,348 - mmaction - INFO - Epoch [1][2260/3842] lr: 2.711e-02, eta: 14:17:30, time: 1.458, data_time: 0.024, memory: 10738, loss_action_cls: 0.1089, recall@thr=0.5: 0.5640, prec@thr=0.5: 0.6779, recall@top3: 0.7087, prec@top3: 0.6035, recall@top5: 0.8656, prec@top5: 0.4492, loss: 0.1089, grad_norm: 0.2602 2021-04-15 20:28:24,102 - mmaction - INFO - Epoch [1][2280/3842] lr: 2.728e-02, eta: 14:16:34, time: 1.338, data_time: 0.118, memory: 10738, loss_action_cls: 0.1112, recall@thr=0.5: 0.5782, prec@thr=0.5: 0.6848, recall@top3: 0.7228, prec@top3: 0.6089, recall@top5: 0.8828, prec@top5: 0.4551, loss: 0.1112, grad_norm: 0.2212 2021-04-15 20:28:50,308 - mmaction - INFO - Epoch [1][2300/3842] lr: 2.745e-02, eta: 14:15:31, time: 1.310, data_time: 0.001, memory: 10738, loss_action_cls: 0.1055, recall@thr=0.5: 0.5638, prec@thr=0.5: 0.6785, recall@top3: 0.7221, prec@top3: 0.6010, recall@top5: 0.8849, prec@top5: 0.4499, loss: 0.1055, grad_norm: 0.2581 2021-04-15 20:29:18,669 - mmaction - INFO - Epoch [1][2320/3842] lr: 2.762e-02, eta: 14:15:01, time: 1.418, data_time: 0.020, memory: 10738, loss_action_cls: 0.1113, recall@thr=0.5: 0.5930, prec@thr=0.5: 0.6896, recall@top3: 0.7264, prec@top3: 0.6130, recall@top5: 0.8823, prec@top5: 0.4569, loss: 0.1113, grad_norm: 0.2527 2021-04-15 20:29:44,405 - mmaction - INFO - Epoch [1][2340/3842] lr: 2.779e-02, eta: 14:13:52, time: 1.287, data_time: 0.009, memory: 10738, loss_action_cls: 0.1014, recall@thr=0.5: 0.5958, prec@thr=0.5: 0.6894, recall@top3: 0.7273, prec@top3: 0.6027, recall@top5: 0.8846, prec@top5: 0.4496, loss: 0.1014, grad_norm: 0.2505 2021-04-15 20:30:11,000 - mmaction - INFO - Epoch [1][2360/3842] lr: 2.796e-02, eta: 14:12:55, time: 1.329, data_time: 0.044, memory: 10738, loss_action_cls: 0.1014, recall@thr=0.5: 0.5880, prec@thr=0.5: 0.6951, recall@top3: 0.7291, prec@top3: 0.6161, recall@top5: 0.8801, prec@top5: 0.4561, loss: 0.1014, grad_norm: 0.2398 2021-04-15 20:30:38,813 - mmaction - INFO - Epoch [1][2380/3842] lr: 2.813e-02, eta: 14:12:19, time: 1.392, data_time: 0.074, memory: 10738, loss_action_cls: 0.1048, recall@thr=0.5: 0.6049, prec@thr=0.5: 0.7039, recall@top3: 0.7358, prec@top3: 0.6078, recall@top5: 0.8890, prec@top5: 0.4501, loss: 0.1048, grad_norm: 0.2415 2021-04-15 20:31:07,190 - mmaction - INFO - Epoch [1][2400/3842] lr: 2.830e-02, eta: 14:11:50, time: 1.418, data_time: 0.001, memory: 10738, loss_action_cls: 0.1106, recall@thr=0.5: 0.6017, prec@thr=0.5: 0.7065, recall@top3: 0.7287, prec@top3: 0.6252, recall@top5: 0.8909, prec@top5: 0.4693, loss: 0.1106, grad_norm: 0.2571 2021-04-15 20:31:35,359 - mmaction - INFO - Epoch [1][2420/3842] lr: 2.847e-02, eta: 14:11:18, time: 1.408, data_time: 0.001, memory: 10738, loss_action_cls: 0.1116, recall@thr=0.5: 0.5835, prec@thr=0.5: 0.6825, recall@top3: 0.7221, prec@top3: 0.5960, recall@top5: 0.8777, prec@top5: 0.4436, loss: 0.1116, grad_norm: 0.2612 2021-04-15 20:32:02,561 - mmaction - INFO - Epoch [1][2440/3842] lr: 2.864e-02, eta: 14:10:33, time: 1.361, data_time: 0.002, memory: 10738, loss_action_cls: 0.1161, recall@thr=0.5: 0.5898, prec@thr=0.5: 0.6888, recall@top3: 0.7302, prec@top3: 0.6180, recall@top5: 0.8950, prec@top5: 0.4626, loss: 0.1161, grad_norm: 0.2451 2021-04-15 20:32:30,191 - mmaction - INFO - Epoch [1][2460/3842] lr: 2.881e-02, eta: 14:09:54, time: 1.382, data_time: 0.001, memory: 10738, loss_action_cls: 0.1122, recall@thr=0.5: 0.5829, prec@thr=0.5: 0.6720, recall@top3: 0.7167, prec@top3: 0.6112, recall@top5: 0.8820, prec@top5: 0.4612, loss: 0.1122, grad_norm: 0.2449 2021-04-15 20:32:57,783 - mmaction - INFO - Epoch [1][2480/3842] lr: 2.898e-02, eta: 14:09:14, time: 1.380, data_time: 0.001, memory: 10738, loss_action_cls: 0.1081, recall@thr=0.5: 0.5885, prec@thr=0.5: 0.6928, recall@top3: 0.7307, prec@top3: 0.6049, recall@top5: 0.8846, prec@top5: 0.4487, loss: 0.1081, grad_norm: 0.2496 2021-04-15 20:33:24,290 - mmaction - INFO - Epoch [1][2500/3842] lr: 2.915e-02, eta: 14:08:19, time: 1.325, data_time: 0.001, memory: 10738, loss_action_cls: 0.1063, recall@thr=0.5: 0.6007, prec@thr=0.5: 0.7064, recall@top3: 0.7360, prec@top3: 0.6189, recall@top5: 0.8911, prec@top5: 0.4616, loss: 0.1063, grad_norm: 0.2458 2021-04-15 20:33:52,771 - mmaction - INFO - Epoch [1][2520/3842] lr: 2.931e-02, eta: 14:07:53, time: 1.425, data_time: 0.001, memory: 10738, loss_action_cls: 0.1128, recall@thr=0.5: 0.5996, prec@thr=0.5: 0.6885, recall@top3: 0.7262, prec@top3: 0.6183, recall@top5: 0.8800, prec@top5: 0.4578, loss: 0.1128, grad_norm: 0.2535 2021-04-15 20:34:20,722 - mmaction - INFO - Epoch [1][2540/3842] lr: 2.948e-02, eta: 14:07:19, time: 1.398, data_time: 0.001, memory: 10738, loss_action_cls: 0.1070, recall@thr=0.5: 0.5879, prec@thr=0.5: 0.7005, recall@top3: 0.7356, prec@top3: 0.6200, recall@top5: 0.8938, prec@top5: 0.4592, loss: 0.1070, grad_norm: 0.2528 2021-04-15 20:34:48,900 - mmaction - INFO - Epoch [1][2560/3842] lr: 2.965e-02, eta: 14:06:48, time: 1.408, data_time: 0.196, memory: 10738, loss_action_cls: 0.1090, recall@thr=0.5: 0.5771, prec@thr=0.5: 0.6777, recall@top3: 0.7130, prec@top3: 0.6014, recall@top5: 0.8828, prec@top5: 0.4552, loss: 0.1090, grad_norm: 0.2782 2021-04-15 20:35:15,726 - mmaction - INFO - Epoch [1][2580/3842] lr: 2.982e-02, eta: 14:05:59, time: 1.341, data_time: 0.002, memory: 10738, loss_action_cls: 0.1042, recall@thr=0.5: 0.5939, prec@thr=0.5: 0.6779, recall@top3: 0.7410, prec@top3: 0.6111, recall@top5: 0.8966, prec@top5: 0.4535, loss: 0.1042, grad_norm: 0.2327 2021-04-15 20:35:43,477 - mmaction - INFO - Epoch [1][2600/3842] lr: 2.999e-02, eta: 14:05:23, time: 1.388, data_time: 0.002, memory: 10738, loss_action_cls: 0.1032, recall@thr=0.5: 0.6066, prec@thr=0.5: 0.7063, recall@top3: 0.7355, prec@top3: 0.6161, recall@top5: 0.8842, prec@top5: 0.4533, loss: 0.1032, grad_norm: 0.2301 2021-04-15 20:36:12,374 - mmaction - INFO - Epoch [1][2620/3842] lr: 3.016e-02, eta: 14:05:02, time: 1.443, data_time: 0.135, memory: 10738, loss_action_cls: 0.1083, recall@thr=0.5: 0.5865, prec@thr=0.5: 0.6881, recall@top3: 0.7334, prec@top3: 0.6182, recall@top5: 0.8891, prec@top5: 0.4594, loss: 0.1083, grad_norm: 0.2402 2021-04-15 20:36:42,529 - mmaction - INFO - Epoch [1][2640/3842] lr: 3.033e-02, eta: 14:04:59, time: 1.509, data_time: 0.178, memory: 10738, loss_action_cls: 0.1070, recall@thr=0.5: 0.5910, prec@thr=0.5: 0.6978, recall@top3: 0.7339, prec@top3: 0.6140, recall@top5: 0.8899, prec@top5: 0.4582, loss: 0.1070, grad_norm: 0.2258 2021-04-15 20:37:10,643 - mmaction - INFO - Epoch [1][2660/3842] lr: 3.049e-02, eta: 14:04:28, time: 1.406, data_time: 0.001, memory: 10738, loss_action_cls: 0.1073, recall@thr=0.5: 0.6125, prec@thr=0.5: 0.7040, recall@top3: 0.7353, prec@top3: 0.6192, recall@top5: 0.8956, prec@top5: 0.4604, loss: 0.1073, grad_norm: 0.2414 2021-04-15 20:37:38,471 - mmaction - INFO - Epoch [1][2680/3842] lr: 3.066e-02, eta: 14:03:52, time: 1.390, data_time: 0.001, memory: 10738, loss_action_cls: 0.1069, recall@thr=0.5: 0.5762, prec@thr=0.5: 0.6929, recall@top3: 0.7305, prec@top3: 0.6070, recall@top5: 0.8828, prec@top5: 0.4499, loss: 0.1069, grad_norm: 0.2717 2021-04-15 20:38:07,039 - mmaction - INFO - Epoch [1][2700/3842] lr: 3.083e-02, eta: 14:03:27, time: 1.429, data_time: 0.002, memory: 10738, loss_action_cls: 0.1099, recall@thr=0.5: 0.5915, prec@thr=0.5: 0.6840, recall@top3: 0.7262, prec@top3: 0.6093, recall@top5: 0.8902, prec@top5: 0.4560, loss: 0.1099, grad_norm: 0.2545 2021-04-15 20:38:36,584 - mmaction - INFO - Epoch [1][2720/3842] lr: 3.100e-02, eta: 14:03:15, time: 1.478, data_time: 0.002, memory: 10738, loss_action_cls: 0.1016, recall@thr=0.5: 0.6071, prec@thr=0.5: 0.7039, recall@top3: 0.7411, prec@top3: 0.6257, recall@top5: 0.8931, prec@top5: 0.4636, loss: 0.1016, grad_norm: 0.2251 2021-04-15 20:39:05,738 - mmaction - INFO - Epoch [1][2740/3842] lr: 3.117e-02, eta: 14:02:57, time: 1.458, data_time: 0.001, memory: 10738, loss_action_cls: 0.1066, recall@thr=0.5: 0.6119, prec@thr=0.5: 0.6978, recall@top3: 0.7342, prec@top3: 0.6267, recall@top5: 0.8959, prec@top5: 0.4676, loss: 0.1066, grad_norm: 0.2608 2021-04-15 20:39:33,682 - mmaction - INFO - Epoch [1][2760/3842] lr: 3.133e-02, eta: 14:02:23, time: 1.397, data_time: 0.025, memory: 10738, loss_action_cls: 0.1104, recall@thr=0.5: 0.5857, prec@thr=0.5: 0.6923, recall@top3: 0.7311, prec@top3: 0.6044, recall@top5: 0.8757, prec@top5: 0.4439, loss: 0.1104, grad_norm: 0.2289 2021-04-15 20:40:00,844 - mmaction - INFO - Epoch [1][2780/3842] lr: 3.150e-02, eta: 14:01:40, time: 1.358, data_time: 0.001, memory: 10738, loss_action_cls: 0.1072, recall@thr=0.5: 0.5811, prec@thr=0.5: 0.6870, recall@top3: 0.7206, prec@top3: 0.6077, recall@top5: 0.8833, prec@top5: 0.4567, loss: 0.1072, grad_norm: 0.2388 2021-04-15 20:40:29,361 - mmaction - INFO - Epoch [1][2800/3842] lr: 3.167e-02, eta: 14:01:14, time: 1.425, data_time: 0.114, memory: 10738, loss_action_cls: 0.1020, recall@thr=0.5: 0.6028, prec@thr=0.5: 0.7037, recall@top3: 0.7383, prec@top3: 0.6113, recall@top5: 0.8919, prec@top5: 0.4523, loss: 0.1020, grad_norm: 0.2368 2021-04-15 20:40:57,826 - mmaction - INFO - Epoch [1][2820/3842] lr: 3.184e-02, eta: 14:00:47, time: 1.424, data_time: 0.111, memory: 10738, loss_action_cls: 0.0965, recall@thr=0.5: 0.6060, prec@thr=0.5: 0.7155, recall@top3: 0.7341, prec@top3: 0.6299, recall@top5: 0.8969, prec@top5: 0.4683, loss: 0.0965, grad_norm: 0.2215 2021-04-15 20:41:24,009 - mmaction - INFO - Epoch [1][2840/3842] lr: 3.200e-02, eta: 13:59:52, time: 1.309, data_time: 0.001, memory: 10738, loss_action_cls: 0.1037, recall@thr=0.5: 0.5842, prec@thr=0.5: 0.6950, recall@top3: 0.7225, prec@top3: 0.6081, recall@top5: 0.8793, prec@top5: 0.4510, loss: 0.1037, grad_norm: 0.2371 2021-04-15 20:41:53,702 - mmaction - INFO - Epoch [1][2860/3842] lr: 3.217e-02, eta: 13:59:40, time: 1.485, data_time: 0.001, memory: 10738, loss_action_cls: 0.1123, recall@thr=0.5: 0.6004, prec@thr=0.5: 0.6979, recall@top3: 0.7334, prec@top3: 0.6171, recall@top5: 0.8793, prec@top5: 0.4544, loss: 0.1123, grad_norm: 0.2326 2021-04-15 20:42:21,790 - mmaction - INFO - Epoch [1][2880/3842] lr: 3.234e-02, eta: 13:59:09, time: 1.403, data_time: 0.001, memory: 10738, loss_action_cls: 0.1004, recall@thr=0.5: 0.6105, prec@thr=0.5: 0.7221, recall@top3: 0.7542, prec@top3: 0.6308, recall@top5: 0.8980, prec@top5: 0.4608, loss: 0.1004, grad_norm: 0.2428 2021-04-15 20:42:49,692 - mmaction - INFO - Epoch [1][2900/3842] lr: 3.251e-02, eta: 13:58:35, time: 1.396, data_time: 0.002, memory: 10738, loss_action_cls: 0.1037, recall@thr=0.5: 0.6084, prec@thr=0.5: 0.6908, recall@top3: 0.7330, prec@top3: 0.6210, recall@top5: 0.8890, prec@top5: 0.4601, loss: 0.1037, grad_norm: 0.2389 2021-04-15 20:43:17,318 - mmaction - INFO - Epoch [1][2920/3842] lr: 3.267e-02, eta: 13:57:58, time: 1.381, data_time: 0.001, memory: 10738, loss_action_cls: 0.1012, recall@thr=0.5: 0.6067, prec@thr=0.5: 0.7005, recall@top3: 0.7298, prec@top3: 0.6200, recall@top5: 0.8894, prec@top5: 0.4628, loss: 0.1012, grad_norm: 0.2404 2021-04-15 20:43:45,368 - mmaction - INFO - Epoch [1][2940/3842] lr: 3.284e-02, eta: 13:57:27, time: 1.402, data_time: 0.001, memory: 10738, loss_action_cls: 0.0991, recall@thr=0.5: 0.5963, prec@thr=0.5: 0.6993, recall@top3: 0.7300, prec@top3: 0.6154, recall@top5: 0.8868, prec@top5: 0.4578, loss: 0.0991, grad_norm: 0.2327 2021-04-15 20:44:11,813 - mmaction - INFO - Epoch [1][2960/3842] lr: 3.301e-02, eta: 13:56:35, time: 1.321, data_time: 0.002, memory: 10738, loss_action_cls: 0.1033, recall@thr=0.5: 0.5908, prec@thr=0.5: 0.6962, recall@top3: 0.7392, prec@top3: 0.6148, recall@top5: 0.8886, prec@top5: 0.4560, loss: 0.1033, grad_norm: 0.2382 2021-04-15 20:44:40,793 - mmaction - INFO - Epoch [1][2980/3842] lr: 3.317e-02, eta: 13:56:15, time: 1.450, data_time: 0.251, memory: 10738, loss_action_cls: 0.1059, recall@thr=0.5: 0.5967, prec@thr=0.5: 0.6901, recall@top3: 0.7312, prec@top3: 0.6085, recall@top5: 0.8873, prec@top5: 0.4529, loss: 0.1059, grad_norm: 0.2408 2021-04-15 20:45:08,161 - mmaction - INFO - Epoch [1][3000/3842] lr: 3.334e-02, eta: 13:55:36, time: 1.369, data_time: 0.143, memory: 10738, loss_action_cls: 0.1071, recall@thr=0.5: 0.5936, prec@thr=0.5: 0.6849, recall@top3: 0.7187, prec@top3: 0.6042, recall@top5: 0.8762, prec@top5: 0.4515, loss: 0.1071, grad_norm: 0.2420 2021-04-15 20:45:34,038 - mmaction - INFO - Epoch [1][3020/3842] lr: 3.350e-02, eta: 13:54:39, time: 1.294, data_time: 0.001, memory: 10738, loss_action_cls: 0.1067, recall@thr=0.5: 0.5977, prec@thr=0.5: 0.7106, recall@top3: 0.7357, prec@top3: 0.6198, recall@top5: 0.8903, prec@top5: 0.4606, loss: 0.1067, grad_norm: 0.2284 2021-04-15 20:46:02,499 - mmaction - INFO - Epoch [1][3040/3842] lr: 3.367e-02, eta: 13:54:12, time: 1.421, data_time: 0.130, memory: 10738, loss_action_cls: 0.1018, recall@thr=0.5: 0.5955, prec@thr=0.5: 0.6930, recall@top3: 0.7380, prec@top3: 0.6136, recall@top5: 0.8907, prec@top5: 0.4531, loss: 0.1018, grad_norm: 0.2247 2021-04-15 20:46:29,568 - mmaction - INFO - Epoch [1][3060/3842] lr: 3.384e-02, eta: 13:53:30, time: 1.355, data_time: 0.079, memory: 10738, loss_action_cls: 0.1067, recall@thr=0.5: 0.5846, prec@thr=0.5: 0.6860, recall@top3: 0.7248, prec@top3: 0.6132, recall@top5: 0.8855, prec@top5: 0.4590, loss: 0.1067, grad_norm: 0.2419 2021-04-15 20:46:57,134 - mmaction - INFO - Epoch [1][3080/3842] lr: 3.400e-02, eta: 13:52:54, time: 1.379, data_time: 0.001, memory: 10738, loss_action_cls: 0.1004, recall@thr=0.5: 0.5910, prec@thr=0.5: 0.6907, recall@top3: 0.7232, prec@top3: 0.6121, recall@top5: 0.8878, prec@top5: 0.4607, loss: 0.1004, grad_norm: 0.2524 2021-04-15 20:47:23,792 - mmaction - INFO - Epoch [1][3100/3842] lr: 3.417e-02, eta: 13:52:07, time: 1.332, data_time: 0.001, memory: 10738, loss_action_cls: 0.0974, recall@thr=0.5: 0.5813, prec@thr=0.5: 0.6875, recall@top3: 0.7289, prec@top3: 0.6188, recall@top5: 0.8919, prec@top5: 0.4639, loss: 0.0974, grad_norm: 0.2212 2021-04-15 20:47:52,047 - mmaction - INFO - Epoch [1][3120/3842] lr: 3.433e-02, eta: 13:51:39, time: 1.414, data_time: 0.002, memory: 10738, loss_action_cls: 0.0992, recall@thr=0.5: 0.6237, prec@thr=0.5: 0.7143, recall@top3: 0.7516, prec@top3: 0.6293, recall@top5: 0.8954, prec@top5: 0.4600, loss: 0.0992, grad_norm: 0.2330 2021-04-15 20:48:19,368 - mmaction - INFO - Epoch [1][3140/3842] lr: 3.450e-02, eta: 13:50:59, time: 1.364, data_time: 0.001, memory: 10738, loss_action_cls: 0.1046, recall@thr=0.5: 0.5873, prec@thr=0.5: 0.6838, recall@top3: 0.7213, prec@top3: 0.6014, recall@top5: 0.8941, prec@top5: 0.4566, loss: 0.1046, grad_norm: 0.2348 2021-04-15 20:48:47,192 - mmaction - INFO - Epoch [1][3160/3842] lr: 3.467e-02, eta: 13:50:26, time: 1.392, data_time: 0.002, memory: 10738, loss_action_cls: 0.1030, recall@thr=0.5: 0.5981, prec@thr=0.5: 0.6831, recall@top3: 0.7355, prec@top3: 0.6115, recall@top5: 0.8904, prec@top5: 0.4548, loss: 0.1030, grad_norm: 0.2533 2021-04-15 20:49:15,100 - mmaction - INFO - Epoch [1][3180/3842] lr: 3.483e-02, eta: 13:49:54, time: 1.396, data_time: 0.170, memory: 10738, loss_action_cls: 0.1055, recall@thr=0.5: 0.5991, prec@thr=0.5: 0.7006, recall@top3: 0.7307, prec@top3: 0.6134, recall@top5: 0.8869, prec@top5: 0.4570, loss: 0.1055, grad_norm: 0.2233 2021-04-15 20:49:43,173 - mmaction - INFO - Epoch [1][3200/3842] lr: 3.500e-02, eta: 13:49:24, time: 1.403, data_time: 0.095, memory: 10738, loss_action_cls: 0.1033, recall@thr=0.5: 0.6036, prec@thr=0.5: 0.7004, recall@top3: 0.7344, prec@top3: 0.6216, recall@top5: 0.8895, prec@top5: 0.4618, loss: 0.1033, grad_norm: 0.2238 2021-04-15 20:50:09,998 - mmaction - INFO - Epoch [1][3220/3842] lr: 3.516e-02, eta: 13:48:40, time: 1.342, data_time: 0.001, memory: 10738, loss_action_cls: 0.1004, recall@thr=0.5: 0.5932, prec@thr=0.5: 0.7034, recall@top3: 0.7394, prec@top3: 0.6240, recall@top5: 0.8891, prec@top5: 0.4593, loss: 0.1004, grad_norm: 0.2304 2021-04-15 20:50:36,739 - mmaction - INFO - Epoch [1][3240/3842] lr: 3.533e-02, eta: 13:47:55, time: 1.336, data_time: 0.075, memory: 10738, loss_action_cls: 0.0959, recall@thr=0.5: 0.6113, prec@thr=0.5: 0.6996, recall@top3: 0.7460, prec@top3: 0.6232, recall@top5: 0.8955, prec@top5: 0.4591, loss: 0.0959, grad_norm: 0.2309 2021-04-15 20:51:04,142 - mmaction - INFO - Epoch [1][3260/3842] lr: 3.549e-02, eta: 13:47:18, time: 1.371, data_time: 0.118, memory: 10738, loss_action_cls: 0.1032, recall@thr=0.5: 0.6140, prec@thr=0.5: 0.7051, recall@top3: 0.7411, prec@top3: 0.6336, recall@top5: 0.8873, prec@top5: 0.4644, loss: 0.1032, grad_norm: 0.2396 2021-04-15 20:51:30,223 - mmaction - INFO - Epoch [1][3280/3842] lr: 3.566e-02, eta: 13:46:27, time: 1.304, data_time: 0.030, memory: 10738, loss_action_cls: 0.0983, recall@thr=0.5: 0.5916, prec@thr=0.5: 0.6929, recall@top3: 0.7331, prec@top3: 0.6244, recall@top5: 0.8861, prec@top5: 0.4626, loss: 0.0983, grad_norm: 0.2373 2021-04-15 20:51:58,751 - mmaction - INFO - Epoch [1][3300/3842] lr: 3.582e-02, eta: 13:46:02, time: 1.426, data_time: 0.001, memory: 10738, loss_action_cls: 0.0962, recall@thr=0.5: 0.6333, prec@thr=0.5: 0.7146, recall@top3: 0.7427, prec@top3: 0.6410, recall@top5: 0.8953, prec@top5: 0.4731, loss: 0.0962, grad_norm: 0.2357 2021-04-15 20:52:28,020 - mmaction - INFO - Epoch [1][3320/3842] lr: 3.598e-02, eta: 13:45:44, time: 1.463, data_time: 0.002, memory: 10738, loss_action_cls: 0.0994, recall@thr=0.5: 0.5825, prec@thr=0.5: 0.7035, recall@top3: 0.7274, prec@top3: 0.6026, recall@top5: 0.8777, prec@top5: 0.4451, loss: 0.0994, grad_norm: 0.2386 2021-04-15 20:52:56,382 - mmaction - INFO - Epoch [1][3340/3842] lr: 3.615e-02, eta: 13:45:18, time: 1.418, data_time: 0.002, memory: 10738, loss_action_cls: 0.0951, recall@thr=0.5: 0.6219, prec@thr=0.5: 0.7166, recall@top3: 0.7416, prec@top3: 0.6303, recall@top5: 0.8930, prec@top5: 0.4657, loss: 0.0951, grad_norm: 0.2595 2021-04-15 20:53:23,505 - mmaction - INFO - Epoch [1][3360/3842] lr: 3.631e-02, eta: 13:44:38, time: 1.356, data_time: 0.001, memory: 10738, loss_action_cls: 0.0972, recall@thr=0.5: 0.6040, prec@thr=0.5: 0.6947, recall@top3: 0.7380, prec@top3: 0.6159, recall@top5: 0.8953, prec@top5: 0.4556, loss: 0.0972, grad_norm: 0.2139 2021-04-15 20:53:51,814 - mmaction - INFO - Epoch [1][3380/3842] lr: 3.648e-02, eta: 13:44:10, time: 1.415, data_time: 0.214, memory: 10738, loss_action_cls: 0.0954, recall@thr=0.5: 0.6439, prec@thr=0.5: 0.7205, recall@top3: 0.7598, prec@top3: 0.6307, recall@top5: 0.9027, prec@top5: 0.4621, loss: 0.0954, grad_norm: 0.2393 2021-04-15 20:54:19,219 - mmaction - INFO - Epoch [1][3400/3842] lr: 3.664e-02, eta: 13:43:34, time: 1.371, data_time: 0.001, memory: 10738, loss_action_cls: 0.1033, recall@thr=0.5: 0.5890, prec@thr=0.5: 0.6874, recall@top3: 0.7191, prec@top3: 0.6167, recall@top5: 0.8826, prec@top5: 0.4641, loss: 0.1033, grad_norm: 0.2415 2021-04-15 20:54:46,970 - mmaction - INFO - Epoch [1][3420/3842] lr: 3.681e-02, eta: 13:43:01, time: 1.387, data_time: 0.089, memory: 10738, loss_action_cls: 0.1007, recall@thr=0.5: 0.5915, prec@thr=0.5: 0.6987, recall@top3: 0.7281, prec@top3: 0.6175, recall@top5: 0.8823, prec@top5: 0.4576, loss: 0.1007, grad_norm: 0.2500 2021-04-15 20:55:15,975 - mmaction - INFO - Epoch [1][3440/3842] lr: 3.697e-02, eta: 13:42:40, time: 1.449, data_time: 0.246, memory: 10738, loss_action_cls: 0.0995, recall@thr=0.5: 0.6104, prec@thr=0.5: 0.7081, recall@top3: 0.7318, prec@top3: 0.6190, recall@top5: 0.8897, prec@top5: 0.4611, loss: 0.0995, grad_norm: 0.2335 2021-04-15 20:55:43,980 - mmaction - INFO - Epoch [1][3460/3842] lr: 3.713e-02, eta: 13:42:10, time: 1.401, data_time: 0.179, memory: 10738, loss_action_cls: 0.0970, recall@thr=0.5: 0.6264, prec@thr=0.5: 0.7152, recall@top3: 0.7385, prec@top3: 0.6283, recall@top5: 0.8941, prec@top5: 0.4643, loss: 0.0970, grad_norm: 0.2526 2021-04-15 20:56:11,224 - mmaction - INFO - Epoch [1][3480/3842] lr: 3.730e-02, eta: 13:41:32, time: 1.362, data_time: 0.090, memory: 10738, loss_action_cls: 0.0997, recall@thr=0.5: 0.6122, prec@thr=0.5: 0.7048, recall@top3: 0.7313, prec@top3: 0.6178, recall@top5: 0.8828, prec@top5: 0.4546, loss: 0.0997, grad_norm: 0.2197 2021-04-15 20:56:37,984 - mmaction - INFO - Epoch [1][3500/3842] lr: 3.746e-02, eta: 13:40:49, time: 1.338, data_time: 0.001, memory: 10738, loss_action_cls: 0.0982, recall@thr=0.5: 0.6024, prec@thr=0.5: 0.7157, recall@top3: 0.7403, prec@top3: 0.6220, recall@top5: 0.8929, prec@top5: 0.4573, loss: 0.0982, grad_norm: 0.2178 2021-04-15 20:57:08,050 - mmaction - INFO - Epoch [1][3520/3842] lr: 3.762e-02, eta: 13:40:40, time: 1.504, data_time: 0.058, memory: 10738, loss_action_cls: 0.0939, recall@thr=0.5: 0.6124, prec@thr=0.5: 0.7068, recall@top3: 0.7522, prec@top3: 0.6207, recall@top5: 0.9059, prec@top5: 0.4582, loss: 0.0939, grad_norm: 0.2222 2021-04-15 20:57:35,559 - mmaction - INFO - Epoch [1][3540/3842] lr: 3.779e-02, eta: 13:40:04, time: 1.376, data_time: 0.069, memory: 10738, loss_action_cls: 0.0962, recall@thr=0.5: 0.6120, prec@thr=0.5: 0.7080, recall@top3: 0.7428, prec@top3: 0.6133, recall@top5: 0.8862, prec@top5: 0.4493, loss: 0.0962, grad_norm: 0.2380 2021-04-15 20:58:01,870 - mmaction - INFO - Epoch [1][3560/3842] lr: 3.795e-02, eta: 13:39:18, time: 1.315, data_time: 0.032, memory: 10738, loss_action_cls: 0.0985, recall@thr=0.5: 0.5998, prec@thr=0.5: 0.7078, recall@top3: 0.7460, prec@top3: 0.6214, recall@top5: 0.8925, prec@top5: 0.4566, loss: 0.0985, grad_norm: 0.2238 2021-04-15 20:58:29,871 - mmaction - INFO - Epoch [1][3580/3842] lr: 3.811e-02, eta: 13:38:47, time: 1.400, data_time: 0.069, memory: 10738, loss_action_cls: 0.0937, recall@thr=0.5: 0.6218, prec@thr=0.5: 0.7097, recall@top3: 0.7377, prec@top3: 0.6201, recall@top5: 0.8957, prec@top5: 0.4609, loss: 0.0937, grad_norm: 0.2205 2021-04-15 20:58:58,858 - mmaction - INFO - Epoch [1][3600/3842] lr: 3.827e-02, eta: 13:38:27, time: 1.450, data_time: 0.055, memory: 10738, loss_action_cls: 0.0975, recall@thr=0.5: 0.6078, prec@thr=0.5: 0.7167, recall@top3: 0.7379, prec@top3: 0.6306, recall@top5: 0.8966, prec@top5: 0.4679, loss: 0.0975, grad_norm: 0.2246 2021-04-15 20:59:27,691 - mmaction - INFO - Epoch [1][3620/3842] lr: 3.844e-02, eta: 13:38:05, time: 1.442, data_time: 0.189, memory: 10738, loss_action_cls: 0.0977, recall@thr=0.5: 0.6224, prec@thr=0.5: 0.7090, recall@top3: 0.7382, prec@top3: 0.6207, recall@top5: 0.8948, prec@top5: 0.4608, loss: 0.0977, grad_norm: 0.2340 2021-04-15 20:59:55,432 - mmaction - INFO - Epoch [1][3640/3842] lr: 3.860e-02, eta: 13:37:32, time: 1.387, data_time: 0.051, memory: 10738, loss_action_cls: 0.0921, recall@thr=0.5: 0.6160, prec@thr=0.5: 0.7226, recall@top3: 0.7487, prec@top3: 0.6313, recall@top5: 0.8999, prec@top5: 0.4651, loss: 0.0921, grad_norm: 0.2178 2021-04-15 21:00:23,571 - mmaction - INFO - Epoch [1][3660/3842] lr: 3.876e-02, eta: 13:37:03, time: 1.407, data_time: 0.001, memory: 10738, loss_action_cls: 0.0971, recall@thr=0.5: 0.6082, prec@thr=0.5: 0.7057, recall@top3: 0.7361, prec@top3: 0.6216, recall@top5: 0.8894, prec@top5: 0.4625, loss: 0.0971, grad_norm: 0.2257 2021-04-15 21:00:50,893 - mmaction - INFO - Epoch [1][3680/3842] lr: 3.892e-02, eta: 13:36:27, time: 1.367, data_time: 0.001, memory: 10738, loss_action_cls: 0.0972, recall@thr=0.5: 0.5969, prec@thr=0.5: 0.7054, recall@top3: 0.7349, prec@top3: 0.6195, recall@top5: 0.8912, prec@top5: 0.4614, loss: 0.0972, grad_norm: 0.2447 2021-04-15 21:01:18,842 - mmaction - INFO - Epoch [1][3700/3842] lr: 3.909e-02, eta: 13:35:56, time: 1.397, data_time: 0.014, memory: 10738, loss_action_cls: 0.0924, recall@thr=0.5: 0.5987, prec@thr=0.5: 0.7001, recall@top3: 0.7369, prec@top3: 0.6039, recall@top5: 0.8897, prec@top5: 0.4481, loss: 0.0924, grad_norm: 0.2413 2021-04-15 21:01:45,907 - mmaction - INFO - Epoch [1][3720/3842] lr: 3.925e-02, eta: 13:35:17, time: 1.353, data_time: 0.055, memory: 10738, loss_action_cls: 0.0967, recall@thr=0.5: 0.6046, prec@thr=0.5: 0.7152, recall@top3: 0.7343, prec@top3: 0.6121, recall@top5: 0.8929, prec@top5: 0.4579, loss: 0.0967, grad_norm: 0.2206 2021-04-15 21:02:15,152 - mmaction - INFO - Epoch [1][3740/3842] lr: 3.941e-02, eta: 13:34:59, time: 1.462, data_time: 0.283, memory: 10738, loss_action_cls: 0.0957, recall@thr=0.5: 0.6050, prec@thr=0.5: 0.7061, recall@top3: 0.7313, prec@top3: 0.6164, recall@top5: 0.8890, prec@top5: 0.4584, loss: 0.0957, grad_norm: 0.2348 2021-04-15 21:02:43,194 - mmaction - INFO - Epoch [1][3760/3842] lr: 3.957e-02, eta: 13:34:29, time: 1.401, data_time: 0.196, memory: 10738, loss_action_cls: 0.0916, recall@thr=0.5: 0.6326, prec@thr=0.5: 0.7072, recall@top3: 0.7466, prec@top3: 0.6374, recall@top5: 0.9059, prec@top5: 0.4749, loss: 0.0916, grad_norm: 0.2323 2021-04-15 21:03:10,922 - mmaction - INFO - Epoch [1][3780/3842] lr: 3.973e-02, eta: 13:33:56, time: 1.387, data_time: 0.196, memory: 10738, loss_action_cls: 0.0979, recall@thr=0.5: 0.6158, prec@thr=0.5: 0.7096, recall@top3: 0.7396, prec@top3: 0.6225, recall@top5: 0.8918, prec@top5: 0.4602, loss: 0.0979, grad_norm: 0.2277 2021-04-15 21:03:38,643 - mmaction - INFO - Epoch [1][3800/3842] lr: 3.989e-02, eta: 13:33:24, time: 1.386, data_time: 0.069, memory: 10738, loss_action_cls: 0.0898, recall@thr=0.5: 0.6032, prec@thr=0.5: 0.6959, recall@top3: 0.7527, prec@top3: 0.6163, recall@top5: 0.9021, prec@top5: 0.4542, loss: 0.0898, grad_norm: 0.2255 2021-04-15 21:04:07,543 - mmaction - INFO - Epoch [1][3820/3842] lr: 4.006e-02, eta: 13:33:02, time: 1.446, data_time: 0.001, memory: 10738, loss_action_cls: 0.1012, recall@thr=0.5: 0.6069, prec@thr=0.5: 0.7159, recall@top3: 0.7356, prec@top3: 0.6279, recall@top5: 0.8868, prec@top5: 0.4642, loss: 0.1012, grad_norm: 0.2300 2021-04-15 21:04:33,615 - mmaction - INFO - Epoch [1][3840/3842] lr: 4.022e-02, eta: 13:32:15, time: 1.304, data_time: 0.001, memory: 10738, loss_action_cls: 0.0951, recall@thr=0.5: 0.6061, prec@thr=0.5: 0.7040, recall@top3: 0.7407, prec@top3: 0.6067, recall@top5: 0.8895, prec@top5: 0.4461, loss: 0.0951, grad_norm: 0.2353 2021-04-15 21:04:37,896 - mmaction - INFO - Saving checkpoint at 1 epochs 2021-04-15 21:27:45,728 - mmaction - INFO - Evaluating mAP ... 2021-04-15 21:34:40,183 - mmaction - INFO - mAP@0.5IOU 0.2090 2021-04-15 21:34:41,455 - mmaction - INFO - Now best checkpoint is saved as best_mAP@0.5IOU_epoch_1.pth. 2021-04-15 21:34:41,455 - mmaction - INFO - Best mAP@0.5IOU is 0.2090 at 1 epoch. 2021-04-15 21:34:42,655 - mmaction - INFO - Epoch(val) [1][3842] mAP@0.5IOU: 0.2090 2021-04-15 21:35:52,964 - mmaction - INFO - Epoch [2][20/3842] lr: 4.039e-02, eta: 13:37:35, time: 3.515, data_time: 2.283, memory: 10738, loss_action_cls: 0.0943, recall@thr=0.5: 0.6158, prec@thr=0.5: 0.7180, recall@top3: 0.7339, prec@top3: 0.6270, recall@top5: 0.8930, prec@top5: 0.4685, loss: 0.0943, grad_norm: 0.2360 2021-04-15 21:36:19,839 - mmaction - INFO - Epoch [2][40/3842] lr: 4.055e-02, eta: 13:36:54, time: 1.344, data_time: 0.011, memory: 10738, loss_action_cls: 0.0941, recall@thr=0.5: 0.6154, prec@thr=0.5: 0.7056, recall@top3: 0.7473, prec@top3: 0.6234, recall@top5: 0.8933, prec@top5: 0.4576, loss: 0.0941, grad_norm: 0.2104 2021-04-15 21:36:47,687 - mmaction - INFO - Epoch [2][60/3842] lr: 4.071e-02, eta: 13:36:20, time: 1.392, data_time: 0.001, memory: 10738, loss_action_cls: 0.0944, recall@thr=0.5: 0.6105, prec@thr=0.5: 0.7046, recall@top3: 0.7360, prec@top3: 0.6243, recall@top5: 0.8852, prec@top5: 0.4603, loss: 0.0944, grad_norm: 0.2338 2021-04-15 21:37:16,908 - mmaction - INFO - Epoch [2][80/3842] lr: 4.088e-02, eta: 13:35:59, time: 1.461, data_time: 0.001, memory: 10738, loss_action_cls: 0.0921, recall@thr=0.5: 0.6111, prec@thr=0.5: 0.7171, recall@top3: 0.7371, prec@top3: 0.6077, recall@top5: 0.8944, prec@top5: 0.4509, loss: 0.0921, grad_norm: 0.2263 2021-04-15 21:37:43,406 - mmaction - INFO - Epoch [2][100/3842] lr: 4.104e-02, eta: 13:35:15, time: 1.325, data_time: 0.007, memory: 10738, loss_action_cls: 0.0927, recall@thr=0.5: 0.6131, prec@thr=0.5: 0.7044, recall@top3: 0.7357, prec@top3: 0.6258, recall@top5: 0.8998, prec@top5: 0.4687, loss: 0.0927, grad_norm: 0.2128 2021-04-15 21:38:11,135 - mmaction - INFO - Epoch [2][120/3842] lr: 4.120e-02, eta: 13:34:40, time: 1.385, data_time: 0.041, memory: 10738, loss_action_cls: 0.0941, recall@thr=0.5: 0.6195, prec@thr=0.5: 0.7210, recall@top3: 0.7501, prec@top3: 0.6294, recall@top5: 0.9018, prec@top5: 0.4639, loss: 0.0941, grad_norm: 0.2395 2021-04-15 21:38:39,870 - mmaction - INFO - Epoch [2][140/3842] lr: 4.136e-02, eta: 13:34:15, time: 1.437, data_time: 0.002, memory: 10738, loss_action_cls: 0.0957, recall@thr=0.5: 0.6192, prec@thr=0.5: 0.7120, recall@top3: 0.7465, prec@top3: 0.6188, recall@top5: 0.8950, prec@top5: 0.4571, loss: 0.0957, grad_norm: 0.2309 2021-04-15 21:39:10,188 - mmaction - INFO - Epoch [2][160/3842] lr: 4.152e-02, eta: 13:34:04, time: 1.517, data_time: 0.002, memory: 10738, loss_action_cls: 0.0905, recall@thr=0.5: 0.6280, prec@thr=0.5: 0.7082, recall@top3: 0.7609, prec@top3: 0.6267, recall@top5: 0.9020, prec@top5: 0.4578, loss: 0.0905, grad_norm: 0.2330 2021-04-15 21:39:38,191 - mmaction - INFO - Epoch [2][180/3842] lr: 4.168e-02, eta: 13:33:32, time: 1.399, data_time: 0.001, memory: 10738, loss_action_cls: 0.0907, recall@thr=0.5: 0.6191, prec@thr=0.5: 0.7193, recall@top3: 0.7514, prec@top3: 0.6275, recall@top5: 0.8953, prec@top5: 0.4586, loss: 0.0907, grad_norm: 0.2208 2021-04-15 21:40:04,552 - mmaction - INFO - Epoch [2][200/3842] lr: 4.184e-02, eta: 13:32:47, time: 1.319, data_time: 0.002, memory: 10738, loss_action_cls: 0.0917, recall@thr=0.5: 0.6174, prec@thr=0.5: 0.7279, recall@top3: 0.7515, prec@top3: 0.6318, recall@top5: 0.8964, prec@top5: 0.4614, loss: 0.0917, grad_norm: 0.2226 2021-04-15 21:40:34,418 - mmaction - INFO - Epoch [2][220/3842] lr: 4.199e-02, eta: 13:32:31, time: 1.492, data_time: 0.101, memory: 10738, loss_action_cls: 0.0940, recall@thr=0.5: 0.6380, prec@thr=0.5: 0.7271, recall@top3: 0.7405, prec@top3: 0.6310, recall@top5: 0.8986, prec@top5: 0.4682, loss: 0.0940, grad_norm: 0.2432 2021-04-15 21:41:01,671 - mmaction - INFO - Epoch [2][240/3842] lr: 4.215e-02, eta: 13:31:53, time: 1.364, data_time: 0.002, memory: 10738, loss_action_cls: 0.0926, recall@thr=0.5: 0.6107, prec@thr=0.5: 0.7200, recall@top3: 0.7462, prec@top3: 0.6158, recall@top5: 0.8946, prec@top5: 0.4543, loss: 0.0926, grad_norm: 0.2343 2021-04-15 21:41:29,850 - mmaction - INFO - Epoch [2][260/3842] lr: 4.231e-02, eta: 13:31:23, time: 1.409, data_time: 0.046, memory: 10738, loss_action_cls: 0.0926, recall@thr=0.5: 0.6285, prec@thr=0.5: 0.7293, recall@top3: 0.7544, prec@top3: 0.6431, recall@top5: 0.9035, prec@top5: 0.4727, loss: 0.0926, grad_norm: 0.2243 2021-04-15 21:41:57,076 - mmaction - INFO - Epoch [2][280/3842] lr: 4.247e-02, eta: 13:30:45, time: 1.362, data_time: 0.014, memory: 10738, loss_action_cls: 0.0929, recall@thr=0.5: 0.6100, prec@thr=0.5: 0.7077, recall@top3: 0.7343, prec@top3: 0.6285, recall@top5: 0.8998, prec@top5: 0.4718, loss: 0.0929, grad_norm: 0.2352 2021-04-15 21:42:25,499 - mmaction - INFO - Epoch [2][300/3842] lr: 4.263e-02, eta: 13:30:17, time: 1.421, data_time: 0.221, memory: 10738, loss_action_cls: 0.0956, recall@thr=0.5: 0.6141, prec@thr=0.5: 0.7084, recall@top3: 0.7397, prec@top3: 0.6224, recall@top5: 0.8902, prec@top5: 0.4595, loss: 0.0956, grad_norm: 0.2330 2021-04-15 21:42:55,309 - mmaction - INFO - Epoch [2][320/3842] lr: 4.279e-02, eta: 13:30:01, time: 1.490, data_time: 0.001, memory: 10738, loss_action_cls: 0.0960, recall@thr=0.5: 0.6217, prec@thr=0.5: 0.7125, recall@top3: 0.7504, prec@top3: 0.6173, recall@top5: 0.8948, prec@top5: 0.4532, loss: 0.0960, grad_norm: 0.2231 2021-04-15 21:43:22,082 - mmaction - INFO - Epoch [2][340/3842] lr: 4.295e-02, eta: 13:29:19, time: 1.339, data_time: 0.001, memory: 10738, loss_action_cls: 0.0894, recall@thr=0.5: 0.6295, prec@thr=0.5: 0.7123, recall@top3: 0.7427, prec@top3: 0.6333, recall@top5: 0.8997, prec@top5: 0.4694, loss: 0.0894, grad_norm: 0.2223 2021-04-15 21:43:51,465 - mmaction - INFO - Epoch [2][360/3842] lr: 4.311e-02, eta: 13:28:59, time: 1.469, data_time: 0.001, memory: 10738, loss_action_cls: 0.0889, recall@thr=0.5: 0.6317, prec@thr=0.5: 0.7222, recall@top3: 0.7596, prec@top3: 0.6398, recall@top5: 0.9049, prec@top5: 0.4663, loss: 0.0889, grad_norm: 0.2216 2021-04-15 21:44:18,794 - mmaction - INFO - Epoch [2][380/3842] lr: 4.326e-02, eta: 13:28:22, time: 1.365, data_time: 0.001, memory: 10738, loss_action_cls: 0.0906, recall@thr=0.5: 0.6093, prec@thr=0.5: 0.7083, recall@top3: 0.7404, prec@top3: 0.6216, recall@top5: 0.9002, prec@top5: 0.4629, loss: 0.0906, grad_norm: 0.2429 2021-04-15 21:44:48,285 - mmaction - INFO - Epoch [2][400/3842] lr: 4.342e-02, eta: 13:28:03, time: 1.476, data_time: 0.275, memory: 10738, loss_action_cls: 0.0921, recall@thr=0.5: 0.6295, prec@thr=0.5: 0.7009, recall@top3: 0.7547, prec@top3: 0.6249, recall@top5: 0.9027, prec@top5: 0.4602, loss: 0.0921, grad_norm: 0.2264 2021-04-15 21:45:14,445 - mmaction - INFO - Epoch [2][420/3842] lr: 4.358e-02, eta: 13:27:17, time: 1.306, data_time: 0.052, memory: 10738, loss_action_cls: 0.0914, recall@thr=0.5: 0.6229, prec@thr=0.5: 0.7279, recall@top3: 0.7387, prec@top3: 0.6269, recall@top5: 0.8901, prec@top5: 0.4613, loss: 0.0914, grad_norm: 0.2233 2021-04-15 21:45:42,960 - mmaction - INFO - Epoch [2][440/3842] lr: 4.374e-02, eta: 13:26:50, time: 1.427, data_time: 0.002, memory: 10738, loss_action_cls: 0.0904, recall@thr=0.5: 0.6089, prec@thr=0.5: 0.7105, recall@top3: 0.7385, prec@top3: 0.6184, recall@top5: 0.8899, prec@top5: 0.4586, loss: 0.0904, grad_norm: 0.2136 2021-04-15 21:46:10,590 - mmaction - INFO - Epoch [2][460/3842] lr: 4.390e-02, eta: 13:26:16, time: 1.382, data_time: 0.001, memory: 10738, loss_action_cls: 0.0890, recall@thr=0.5: 0.6286, prec@thr=0.5: 0.7273, recall@top3: 0.7516, prec@top3: 0.6411, recall@top5: 0.8998, prec@top5: 0.4727, loss: 0.0890, grad_norm: 0.2069 2021-04-15 21:46:38,494 - mmaction - INFO - Epoch [2][480/3842] lr: 4.405e-02, eta: 13:25:44, time: 1.395, data_time: 0.043, memory: 10738, loss_action_cls: 0.0913, recall@thr=0.5: 0.6253, prec@thr=0.5: 0.7181, recall@top3: 0.7490, prec@top3: 0.6412, recall@top5: 0.8968, prec@top5: 0.4709, loss: 0.0913, grad_norm: 0.2268 2021-04-15 21:47:07,842 - mmaction - INFO - Epoch [2][500/3842] lr: 4.421e-02, eta: 13:25:23, time: 1.468, data_time: 0.001, memory: 10738, loss_action_cls: 0.0946, recall@thr=0.5: 0.5999, prec@thr=0.5: 0.6962, recall@top3: 0.7434, prec@top3: 0.6209, recall@top5: 0.8934, prec@top5: 0.4564, loss: 0.0946, grad_norm: 0.2326 2021-04-15 21:47:34,858 - mmaction - INFO - Epoch [2][520/3842] lr: 4.437e-02, eta: 13:24:44, time: 1.351, data_time: 0.008, memory: 10738, loss_action_cls: 0.0913, recall@thr=0.5: 0.6176, prec@thr=0.5: 0.7103, recall@top3: 0.7337, prec@top3: 0.6279, recall@top5: 0.8930, prec@top5: 0.4682, loss: 0.0913, grad_norm: 0.2425 2021-04-15 21:48:03,763 - mmaction - INFO - Epoch [2][540/3842] lr: 4.453e-02, eta: 13:24:20, time: 1.445, data_time: 0.135, memory: 10738, loss_action_cls: 0.0908, recall@thr=0.5: 0.6051, prec@thr=0.5: 0.7117, recall@top3: 0.7457, prec@top3: 0.6252, recall@top5: 0.8945, prec@top5: 0.4602, loss: 0.0908, grad_norm: 0.2258 2021-04-15 21:48:31,216 - mmaction - INFO - Epoch [2][560/3842] lr: 4.468e-02, eta: 13:23:45, time: 1.372, data_time: 0.001, memory: 10738, loss_action_cls: 0.0906, recall@thr=0.5: 0.6172, prec@thr=0.5: 0.7110, recall@top3: 0.7451, prec@top3: 0.6305, recall@top5: 0.8976, prec@top5: 0.4658, loss: 0.0906, grad_norm: 0.2350 2021-04-15 21:48:59,095 - mmaction - INFO - Epoch [2][580/3842] lr: 4.484e-02, eta: 13:23:13, time: 1.394, data_time: 0.001, memory: 10738, loss_action_cls: 0.0900, recall@thr=0.5: 0.6157, prec@thr=0.5: 0.7133, recall@top3: 0.7454, prec@top3: 0.6236, recall@top5: 0.8981, prec@top5: 0.4616, loss: 0.0900, grad_norm: 0.2216 2021-04-15 21:49:25,162 - mmaction - INFO - Epoch [2][600/3842] lr: 4.500e-02, eta: 13:22:27, time: 1.304, data_time: 0.061, memory: 10738, loss_action_cls: 0.0930, recall@thr=0.5: 0.6033, prec@thr=0.5: 0.7053, recall@top3: 0.7340, prec@top3: 0.6140, recall@top5: 0.8825, prec@top5: 0.4528, loss: 0.0930, grad_norm: 0.2292 2021-04-15 21:49:53,308 - mmaction - INFO - Epoch [2][620/3842] lr: 4.515e-02, eta: 13:21:57, time: 1.407, data_time: 0.001, memory: 10738, loss_action_cls: 0.0903, recall@thr=0.5: 0.6175, prec@thr=0.5: 0.7272, recall@top3: 0.7489, prec@top3: 0.6253, recall@top5: 0.8902, prec@top5: 0.4550, loss: 0.0903, grad_norm: 0.2140 2021-04-15 21:50:22,514 - mmaction - INFO - Epoch [2][640/3842] lr: 4.531e-02, eta: 13:21:35, time: 1.460, data_time: 0.051, memory: 10738, loss_action_cls: 0.0912, recall@thr=0.5: 0.6226, prec@thr=0.5: 0.7153, recall@top3: 0.7361, prec@top3: 0.6220, recall@top5: 0.8908, prec@top5: 0.4612, loss: 0.0912, grad_norm: 0.2394 2021-04-15 21:50:51,077 - mmaction - INFO - Epoch [2][660/3842] lr: 4.546e-02, eta: 13:21:09, time: 1.428, data_time: 0.001, memory: 10738, loss_action_cls: 0.0886, recall@thr=0.5: 0.6352, prec@thr=0.5: 0.7264, recall@top3: 0.7566, prec@top3: 0.6335, recall@top5: 0.8999, prec@top5: 0.4634, loss: 0.0886, grad_norm: 0.2124 2021-04-15 21:51:21,815 - mmaction - INFO - Epoch [2][680/3842] lr: 4.562e-02, eta: 13:20:58, time: 1.537, data_time: 0.063, memory: 10738, loss_action_cls: 0.0883, recall@thr=0.5: 0.6212, prec@thr=0.5: 0.7288, recall@top3: 0.7471, prec@top3: 0.6262, recall@top5: 0.8963, prec@top5: 0.4617, loss: 0.0883, grad_norm: 0.2297 2021-04-15 21:51:50,593 - mmaction - INFO - Epoch [2][700/3842] lr: 4.578e-02, eta: 13:20:33, time: 1.438, data_time: 0.001, memory: 10738, loss_action_cls: 0.0897, recall@thr=0.5: 0.6239, prec@thr=0.5: 0.7180, recall@top3: 0.7504, prec@top3: 0.6407, recall@top5: 0.9012, prec@top5: 0.4718, loss: 0.0897, grad_norm: 0.2210 2021-04-15 21:52:17,999 - mmaction - INFO - Epoch [2][720/3842] lr: 4.593e-02, eta: 13:19:58, time: 1.370, data_time: 0.029, memory: 10738, loss_action_cls: 0.0856, recall@thr=0.5: 0.6356, prec@thr=0.5: 0.7335, recall@top3: 0.7568, prec@top3: 0.6289, recall@top5: 0.9087, prec@top5: 0.4618, loss: 0.0856, grad_norm: 0.2241 2021-04-15 21:52:46,593 - mmaction - INFO - Epoch [2][740/3842] lr: 4.609e-02, eta: 13:19:31, time: 1.430, data_time: 0.047, memory: 10738, loss_action_cls: 0.0856, recall@thr=0.5: 0.6378, prec@thr=0.5: 0.7294, recall@top3: 0.7533, prec@top3: 0.6310, recall@top5: 0.9043, prec@top5: 0.4615, loss: 0.0856, grad_norm: 0.2390 2021-04-15 21:53:14,901 - mmaction - INFO - Epoch [2][760/3842] lr: 4.624e-02, eta: 13:19:02, time: 1.416, data_time: 0.205, memory: 10738, loss_action_cls: 0.0877, recall@thr=0.5: 0.6327, prec@thr=0.5: 0.7319, recall@top3: 0.7509, prec@top3: 0.6400, recall@top5: 0.8994, prec@top5: 0.4697, loss: 0.0877, grad_norm: 0.2275 2021-04-15 21:53:43,505 - mmaction - INFO - Epoch [2][780/3842] lr: 4.640e-02, eta: 13:18:36, time: 1.430, data_time: 0.143, memory: 10738, loss_action_cls: 0.0930, recall@thr=0.5: 0.6092, prec@thr=0.5: 0.6988, recall@top3: 0.7412, prec@top3: 0.6158, recall@top5: 0.8924, prec@top5: 0.4535, loss: 0.0930, grad_norm: 0.2359 2021-04-15 21:54:10,527 - mmaction - INFO - Epoch [2][800/3842] lr: 4.655e-02, eta: 13:17:58, time: 1.351, data_time: 0.001, memory: 10738, loss_action_cls: 0.0910, recall@thr=0.5: 0.5965, prec@thr=0.5: 0.7040, recall@top3: 0.7410, prec@top3: 0.6137, recall@top5: 0.8943, prec@top5: 0.4563, loss: 0.0910, grad_norm: 0.2431 2021-04-15 21:54:36,927 - mmaction - INFO - Epoch [2][820/3842] lr: 4.671e-02, eta: 13:17:15, time: 1.319, data_time: 0.001, memory: 10738, loss_action_cls: 0.0886, recall@thr=0.5: 0.6436, prec@thr=0.5: 0.7186, recall@top3: 0.7501, prec@top3: 0.6392, recall@top5: 0.9002, prec@top5: 0.4719, loss: 0.0886, grad_norm: 0.2284 2021-04-15 21:55:05,912 - mmaction - INFO - Epoch [2][840/3842] lr: 4.686e-02, eta: 13:16:52, time: 1.449, data_time: 0.001, memory: 10738, loss_action_cls: 0.0894, recall@thr=0.5: 0.6198, prec@thr=0.5: 0.7245, recall@top3: 0.7543, prec@top3: 0.6290, recall@top5: 0.8974, prec@top5: 0.4602, loss: 0.0894, grad_norm: 0.2237 2021-04-15 21:55:35,279 - mmaction - INFO - Epoch [2][860/3842] lr: 4.702e-02, eta: 13:16:31, time: 1.469, data_time: 0.016, memory: 10738, loss_action_cls: 0.0876, recall@thr=0.5: 0.6425, prec@thr=0.5: 0.7306, recall@top3: 0.7569, prec@top3: 0.6403, recall@top5: 0.9040, prec@top5: 0.4706, loss: 0.0876, grad_norm: 0.2166 2021-04-15 21:56:02,031 - mmaction - INFO - Epoch [2][880/3842] lr: 4.717e-02, eta: 13:15:51, time: 1.337, data_time: 0.006, memory: 10738, loss_action_cls: 0.0886, recall@thr=0.5: 0.6345, prec@thr=0.5: 0.7328, recall@top3: 0.7547, prec@top3: 0.6397, recall@top5: 0.8996, prec@top5: 0.4654, loss: 0.0886, grad_norm: 0.2196 2021-04-15 21:56:31,007 - mmaction - INFO - Epoch [2][900/3842] lr: 4.732e-02, eta: 13:15:27, time: 1.448, data_time: 0.256, memory: 10738, loss_action_cls: 0.0873, recall@thr=0.5: 0.6157, prec@thr=0.5: 0.7131, recall@top3: 0.7507, prec@top3: 0.6329, recall@top5: 0.8994, prec@top5: 0.4634, loss: 0.0873, grad_norm: 0.2231 2021-04-15 21:56:59,206 - mmaction - INFO - Epoch [2][920/3842] lr: 4.748e-02, eta: 13:14:58, time: 1.412, data_time: 0.168, memory: 10738, loss_action_cls: 0.0879, recall@thr=0.5: 0.6216, prec@thr=0.5: 0.7155, recall@top3: 0.7468, prec@top3: 0.6255, recall@top5: 0.8948, prec@top5: 0.4599, loss: 0.0879, grad_norm: 0.2269 2021-04-15 21:57:27,758 - mmaction - INFO - Epoch [2][940/3842] lr: 4.763e-02, eta: 13:14:31, time: 1.427, data_time: 0.109, memory: 10738, loss_action_cls: 0.0853, recall@thr=0.5: 0.6292, prec@thr=0.5: 0.7301, recall@top3: 0.7529, prec@top3: 0.6390, recall@top5: 0.9020, prec@top5: 0.4687, loss: 0.0853, grad_norm: 0.2165 2021-04-15 21:57:54,482 - mmaction - INFO - Epoch [2][960/3842] lr: 4.778e-02, eta: 13:13:51, time: 1.336, data_time: 0.001, memory: 10738, loss_action_cls: 0.0886, recall@thr=0.5: 0.6446, prec@thr=0.5: 0.7165, recall@top3: 0.7518, prec@top3: 0.6375, recall@top5: 0.8981, prec@top5: 0.4686, loss: 0.0886, grad_norm: 0.2344 2021-04-15 21:58:22,094 - mmaction - INFO - Epoch [2][980/3842] lr: 4.794e-02, eta: 13:13:18, time: 1.381, data_time: 0.001, memory: 10738, loss_action_cls: 0.0866, recall@thr=0.5: 0.6444, prec@thr=0.5: 0.7346, recall@top3: 0.7544, prec@top3: 0.6420, recall@top5: 0.9011, prec@top5: 0.4698, loss: 0.0866, grad_norm: 0.2213 2021-04-15 21:58:49,568 - mmaction - INFO - Epoch [2][1000/3842] lr: 4.809e-02, eta: 13:12:43, time: 1.373, data_time: 0.001, memory: 10738, loss_action_cls: 0.0871, recall@thr=0.5: 0.6099, prec@thr=0.5: 0.7210, recall@top3: 0.7408, prec@top3: 0.6207, recall@top5: 0.8997, prec@top5: 0.4626, loss: 0.0871, grad_norm: 0.2369 2021-04-15 21:59:18,142 - mmaction - INFO - Epoch [2][1020/3842] lr: 4.824e-02, eta: 13:12:17, time: 1.429, data_time: 0.018, memory: 10738, loss_action_cls: 0.0870, recall@thr=0.5: 0.6273, prec@thr=0.5: 0.7179, recall@top3: 0.7508, prec@top3: 0.6208, recall@top5: 0.8942, prec@top5: 0.4556, loss: 0.0870, grad_norm: 0.2144 2021-04-15 21:59:47,012 - mmaction - INFO - Epoch [2][1040/3842] lr: 4.840e-02, eta: 13:11:52, time: 1.444, data_time: 0.001, memory: 10738, loss_action_cls: 0.0877, recall@thr=0.5: 0.6311, prec@thr=0.5: 0.7160, recall@top3: 0.7450, prec@top3: 0.6264, recall@top5: 0.8869, prec@top5: 0.4600, loss: 0.0877, grad_norm: 0.2525 2021-04-15 22:00:14,967 - mmaction - INFO - Epoch [2][1060/3842] lr: 4.855e-02, eta: 13:11:21, time: 1.398, data_time: 0.001, memory: 10738, loss_action_cls: 0.0860, recall@thr=0.5: 0.6243, prec@thr=0.5: 0.7265, recall@top3: 0.7575, prec@top3: 0.6289, recall@top5: 0.9058, prec@top5: 0.4611, loss: 0.0860, grad_norm: 0.2309 2021-04-15 22:00:43,532 - mmaction - INFO - Epoch [2][1080/3842] lr: 4.870e-02, eta: 13:10:55, time: 1.428, data_time: 0.034, memory: 10738, loss_action_cls: 0.0866, recall@thr=0.5: 0.6228, prec@thr=0.5: 0.7269, recall@top3: 0.7503, prec@top3: 0.6324, recall@top5: 0.8931, prec@top5: 0.4603, loss: 0.0866, grad_norm: 0.2309 2021-04-15 22:01:11,410 - mmaction - INFO - Epoch [2][1100/3842] lr: 4.885e-02, eta: 13:10:23, time: 1.393, data_time: 0.166, memory: 10738, loss_action_cls: 0.0841, recall@thr=0.5: 0.6227, prec@thr=0.5: 0.7199, recall@top3: 0.7533, prec@top3: 0.6236, recall@top5: 0.9051, prec@top5: 0.4579, loss: 0.0841, grad_norm: 0.2263 2021-04-15 22:01:38,895 - mmaction - INFO - Epoch [2][1120/3842] lr: 4.901e-02, eta: 13:09:49, time: 1.374, data_time: 0.023, memory: 10738, loss_action_cls: 0.0856, recall@thr=0.5: 0.6381, prec@thr=0.5: 0.7165, recall@top3: 0.7447, prec@top3: 0.6224, recall@top5: 0.8954, prec@top5: 0.4618, loss: 0.0856, grad_norm: 0.2308 2021-04-15 22:02:07,273 - mmaction - INFO - Epoch [2][1140/3842] lr: 4.916e-02, eta: 13:09:21, time: 1.420, data_time: 0.164, memory: 10738, loss_action_cls: 0.0857, recall@thr=0.5: 0.6306, prec@thr=0.5: 0.7310, recall@top3: 0.7596, prec@top3: 0.6376, recall@top5: 0.9034, prec@top5: 0.4657, loss: 0.0857, grad_norm: 0.2221 2021-04-15 22:02:34,446 - mmaction - INFO - Epoch [2][1160/3842] lr: 4.931e-02, eta: 13:08:45, time: 1.358, data_time: 0.033, memory: 10738, loss_action_cls: 0.0836, recall@thr=0.5: 0.6152, prec@thr=0.5: 0.7129, recall@top3: 0.7478, prec@top3: 0.6187, recall@top5: 0.9048, prec@top5: 0.4581, loss: 0.0836, grad_norm: 0.2367 2021-04-15 22:03:04,656 - mmaction - INFO - Epoch [2][1180/3842] lr: 4.946e-02, eta: 13:08:29, time: 1.511, data_time: 0.124, memory: 10738, loss_action_cls: 0.0865, recall@thr=0.5: 0.6321, prec@thr=0.5: 0.7265, recall@top3: 0.7520, prec@top3: 0.6336, recall@top5: 0.9016, prec@top5: 0.4670, loss: 0.0865, grad_norm: 0.2090 2021-04-15 22:03:35,482 - mmaction - INFO - Epoch [2][1200/3842] lr: 4.961e-02, eta: 13:08:17, time: 1.541, data_time: 0.001, memory: 10738, loss_action_cls: 0.0860, recall@thr=0.5: 0.6111, prec@thr=0.5: 0.7116, recall@top3: 0.7465, prec@top3: 0.6089, recall@top5: 0.9003, prec@top5: 0.4500, loss: 0.0860, grad_norm: 0.2296 2021-04-15 22:04:03,970 - mmaction - INFO - Epoch [2][1220/3842] lr: 4.977e-02, eta: 13:07:50, time: 1.424, data_time: 0.061, memory: 10738, loss_action_cls: 0.0890, recall@thr=0.5: 0.6188, prec@thr=0.5: 0.7286, recall@top3: 0.7525, prec@top3: 0.6253, recall@top5: 0.9014, prec@top5: 0.4586, loss: 0.0890, grad_norm: 0.2190 2021-04-15 22:04:30,317 - mmaction - INFO - Epoch [2][1240/3842] lr: 4.992e-02, eta: 13:07:09, time: 1.318, data_time: 0.002, memory: 10738, loss_action_cls: 0.0844, recall@thr=0.5: 0.6370, prec@thr=0.5: 0.7313, recall@top3: 0.7555, prec@top3: 0.6344, recall@top5: 0.9066, prec@top5: 0.4665, loss: 0.0844, grad_norm: 0.2359 2021-04-15 22:04:59,388 - mmaction - INFO - Epoch [2][1260/3842] lr: 5.007e-02, eta: 13:06:45, time: 1.452, data_time: 0.001, memory: 10738, loss_action_cls: 0.0861, recall@thr=0.5: 0.6322, prec@thr=0.5: 0.7255, recall@top3: 0.7566, prec@top3: 0.6349, recall@top5: 0.8963, prec@top5: 0.4617, loss: 0.0861, grad_norm: 0.2235 2021-04-15 22:05:25,806 - mmaction - INFO - Epoch [2][1280/3842] lr: 5.022e-02, eta: 13:06:04, time: 1.323, data_time: 0.003, memory: 10738, loss_action_cls: 0.0812, recall@thr=0.5: 0.6272, prec@thr=0.5: 0.7270, recall@top3: 0.7542, prec@top3: 0.6330, recall@top5: 0.9048, prec@top5: 0.4667, loss: 0.0812, grad_norm: 0.2325 2021-04-15 22:05:55,373 - mmaction - INFO - Epoch [2][1300/3842] lr: 5.037e-02, eta: 13:05:44, time: 1.478, data_time: 0.001, memory: 10738, loss_action_cls: 0.0875, recall@thr=0.5: 0.6316, prec@thr=0.5: 0.7101, recall@top3: 0.7518, prec@top3: 0.6171, recall@top5: 0.8973, prec@top5: 0.4535, loss: 0.0875, grad_norm: 0.2259 2021-04-15 22:06:23,520 - mmaction - INFO - Epoch [2][1320/3842] lr: 5.052e-02, eta: 13:05:14, time: 1.408, data_time: 0.046, memory: 10738, loss_action_cls: 0.0850, recall@thr=0.5: 0.6314, prec@thr=0.5: 0.7275, recall@top3: 0.7570, prec@top3: 0.6363, recall@top5: 0.9012, prec@top5: 0.4663, loss: 0.0850, grad_norm: 0.2197 2021-04-15 22:06:52,249 - mmaction - INFO - Epoch [2][1340/3842] lr: 5.067e-02, eta: 13:04:49, time: 1.436, data_time: 0.001, memory: 10738, loss_action_cls: 0.0824, recall@thr=0.5: 0.6280, prec@thr=0.5: 0.7268, recall@top3: 0.7547, prec@top3: 0.6258, recall@top5: 0.9047, prec@top5: 0.4601, loss: 0.0824, grad_norm: 0.2123 2021-04-15 22:07:20,663 - mmaction - INFO - Epoch [2][1360/3842] lr: 5.082e-02, eta: 13:04:21, time: 1.420, data_time: 0.001, memory: 10738, loss_action_cls: 0.0825, recall@thr=0.5: 0.6212, prec@thr=0.5: 0.7227, recall@top3: 0.7584, prec@top3: 0.6291, recall@top5: 0.9015, prec@top5: 0.4587, loss: 0.0825, grad_norm: 0.2332 2021-04-15 22:07:49,255 - mmaction - INFO - Epoch [2][1380/3842] lr: 5.097e-02, eta: 13:03:54, time: 1.430, data_time: 0.161, memory: 10738, loss_action_cls: 0.0823, recall@thr=0.5: 0.6370, prec@thr=0.5: 0.7364, recall@top3: 0.7540, prec@top3: 0.6304, recall@top5: 0.8966, prec@top5: 0.4603, loss: 0.0823, grad_norm: 0.2202 2021-04-15 22:08:17,356 - mmaction - INFO - Epoch [2][1400/3842] lr: 5.112e-02, eta: 13:03:24, time: 1.404, data_time: 0.101, memory: 10738, loss_action_cls: 0.0858, recall@thr=0.5: 0.6459, prec@thr=0.5: 0.7339, recall@top3: 0.7550, prec@top3: 0.6424, recall@top5: 0.9058, prec@top5: 0.4715, loss: 0.0858, grad_norm: 0.2258 2021-04-15 22:08:47,466 - mmaction - INFO - Epoch [2][1420/3842] lr: 5.127e-02, eta: 13:03:07, time: 1.507, data_time: 0.002, memory: 10738, loss_action_cls: 0.0865, recall@thr=0.5: 0.6133, prec@thr=0.5: 0.7196, recall@top3: 0.7446, prec@top3: 0.6135, recall@top5: 0.8981, prec@top5: 0.4521, loss: 0.0865, grad_norm: 0.2305 2021-04-15 22:09:14,135 - mmaction - INFO - Epoch [2][1440/3842] lr: 5.142e-02, eta: 13:02:28, time: 1.333, data_time: 0.001, memory: 10738, loss_action_cls: 0.0875, recall@thr=0.5: 0.6391, prec@thr=0.5: 0.7221, recall@top3: 0.7481, prec@top3: 0.6418, recall@top5: 0.8968, prec@top5: 0.4715, loss: 0.0875, grad_norm: 0.2172 2021-04-15 22:09:42,768 - mmaction - INFO - Epoch [2][1460/3842] lr: 5.157e-02, eta: 13:02:02, time: 1.431, data_time: 0.001, memory: 10738, loss_action_cls: 0.0805, recall@thr=0.5: 0.6609, prec@thr=0.5: 0.7504, recall@top3: 0.7774, prec@top3: 0.6488, recall@top5: 0.9145, prec@top5: 0.4684, loss: 0.0805, grad_norm: 0.2160 2021-04-15 22:10:10,124 - mmaction - INFO - Epoch [2][1480/3842] lr: 5.172e-02, eta: 13:01:27, time: 1.368, data_time: 0.002, memory: 10738, loss_action_cls: 0.0807, recall@thr=0.5: 0.6426, prec@thr=0.5: 0.7322, recall@top3: 0.7604, prec@top3: 0.6362, recall@top5: 0.9109, prec@top5: 0.4687, loss: 0.0807, grad_norm: 0.2187 2021-04-15 22:10:39,216 - mmaction - INFO - Epoch [2][1500/3842] lr: 5.186e-02, eta: 13:01:04, time: 1.455, data_time: 0.001, memory: 10738, loss_action_cls: 0.0853, recall@thr=0.5: 0.6265, prec@thr=0.5: 0.7279, recall@top3: 0.7507, prec@top3: 0.6333, recall@top5: 0.8999, prec@top5: 0.4662, loss: 0.0853, grad_norm: 0.2256 2021-04-15 22:11:06,343 - mmaction - INFO - Epoch [2][1520/3842] lr: 5.201e-02, eta: 13:00:28, time: 1.357, data_time: 0.109, memory: 10738, loss_action_cls: 0.0809, recall@thr=0.5: 0.6469, prec@thr=0.5: 0.7360, recall@top3: 0.7617, prec@top3: 0.6316, recall@top5: 0.9048, prec@top5: 0.4624, loss: 0.0809, grad_norm: 0.2200 2021-04-15 22:11:36,370 - mmaction - INFO - Epoch [2][1540/3842] lr: 5.216e-02, eta: 13:00:10, time: 1.501, data_time: 0.001, memory: 10738, loss_action_cls: 0.0885, recall@thr=0.5: 0.6177, prec@thr=0.5: 0.7197, recall@top3: 0.7506, prec@top3: 0.6222, recall@top5: 0.8995, prec@top5: 0.4585, loss: 0.0885, grad_norm: 0.2110 2021-04-15 22:12:04,539 - mmaction - INFO - Epoch [2][1560/3842] lr: 5.231e-02, eta: 12:59:41, time: 1.408, data_time: 0.001, memory: 10738, loss_action_cls: 0.0861, recall@thr=0.5: 0.6284, prec@thr=0.5: 0.7227, recall@top3: 0.7527, prec@top3: 0.6384, recall@top5: 0.8999, prec@top5: 0.4683, loss: 0.0861, grad_norm: 0.2193 2021-04-15 22:12:30,334 - mmaction - INFO - Epoch [2][1580/3842] lr: 5.246e-02, eta: 12:58:57, time: 1.290, data_time: 0.001, memory: 10738, loss_action_cls: 0.0821, recall@thr=0.5: 0.6464, prec@thr=0.5: 0.7311, recall@top3: 0.7690, prec@top3: 0.6426, recall@top5: 0.9053, prec@top5: 0.4672, loss: 0.0821, grad_norm: 0.2167 2021-04-15 22:12:59,040 - mmaction - INFO - Epoch [2][1600/3842] lr: 5.260e-02, eta: 12:58:31, time: 1.436, data_time: 0.017, memory: 10738, loss_action_cls: 0.0787, recall@thr=0.5: 0.6456, prec@thr=0.5: 0.7235, recall@top3: 0.7626, prec@top3: 0.6466, recall@top5: 0.9117, prec@top5: 0.4707, loss: 0.0787, grad_norm: 0.2163 2021-04-15 22:13:25,915 - mmaction - INFO - Epoch [2][1620/3842] lr: 5.275e-02, eta: 12:57:54, time: 1.343, data_time: 0.006, memory: 10738, loss_action_cls: 0.0857, recall@thr=0.5: 0.6106, prec@thr=0.5: 0.7186, recall@top3: 0.7383, prec@top3: 0.6162, recall@top5: 0.8914, prec@top5: 0.4558, loss: 0.0857, grad_norm: 0.2423 2021-04-15 22:13:53,601 - mmaction - INFO - Epoch [2][1640/3842] lr: 5.290e-02, eta: 12:57:21, time: 1.383, data_time: 0.149, memory: 10738, loss_action_cls: 0.0832, recall@thr=0.5: 0.6608, prec@thr=0.5: 0.7396, recall@top3: 0.7661, prec@top3: 0.6549, recall@top5: 0.9091, prec@top5: 0.4771, loss: 0.0832, grad_norm: 0.2115 2021-04-15 22:14:23,881 - mmaction - INFO - Epoch [2][1660/3842] lr: 5.305e-02, eta: 12:57:05, time: 1.515, data_time: 0.091, memory: 10738, loss_action_cls: 0.0842, recall@thr=0.5: 0.6225, prec@thr=0.5: 0.7289, recall@top3: 0.7438, prec@top3: 0.6355, recall@top5: 0.8964, prec@top5: 0.4694, loss: 0.0842, grad_norm: 0.2111 2021-04-15 22:14:52,739 - mmaction - INFO - Epoch [2][1680/3842] lr: 5.319e-02, eta: 12:56:40, time: 1.443, data_time: 0.001, memory: 10738, loss_action_cls: 0.0840, recall@thr=0.5: 0.6289, prec@thr=0.5: 0.7227, recall@top3: 0.7486, prec@top3: 0.6241, recall@top5: 0.8921, prec@top5: 0.4560, loss: 0.0840, grad_norm: 0.2203 2021-04-15 22:15:20,478 - mmaction - INFO - Epoch [2][1700/3842] lr: 5.334e-02, eta: 12:56:08, time: 1.387, data_time: 0.001, memory: 10738, loss_action_cls: 0.0816, recall@thr=0.5: 0.6435, prec@thr=0.5: 0.7330, recall@top3: 0.7693, prec@top3: 0.6262, recall@top5: 0.9021, prec@top5: 0.4530, loss: 0.0816, grad_norm: 0.1978 2021-04-15 22:15:50,072 - mmaction - INFO - Epoch [2][1720/3842] lr: 5.349e-02, eta: 12:55:47, time: 1.479, data_time: 0.001, memory: 10738, loss_action_cls: 0.0826, recall@thr=0.5: 0.6338, prec@thr=0.5: 0.7377, recall@top3: 0.7498, prec@top3: 0.6279, recall@top5: 0.8999, prec@top5: 0.4648, loss: 0.0826, grad_norm: 0.2134 2021-04-15 22:16:17,371 - mmaction - INFO - Epoch [2][1740/3842] lr: 5.363e-02, eta: 12:55:13, time: 1.365, data_time: 0.014, memory: 10738, loss_action_cls: 0.0844, recall@thr=0.5: 0.6326, prec@thr=0.5: 0.7276, recall@top3: 0.7506, prec@top3: 0.6271, recall@top5: 0.8966, prec@top5: 0.4607, loss: 0.0844, grad_norm: 0.2179 2021-04-15 22:16:43,919 - mmaction - INFO - Epoch [2][1760/3842] lr: 5.378e-02, eta: 12:54:34, time: 1.327, data_time: 0.008, memory: 10738, loss_action_cls: 0.0838, recall@thr=0.5: 0.6219, prec@thr=0.5: 0.7102, recall@top3: 0.7434, prec@top3: 0.6192, recall@top5: 0.9007, prec@top5: 0.4578, loss: 0.0838, grad_norm: 0.2305 2021-04-15 22:17:13,438 - mmaction - INFO - Epoch [2][1780/3842] lr: 5.393e-02, eta: 12:54:13, time: 1.476, data_time: 0.002, memory: 10738, loss_action_cls: 0.0852, recall@thr=0.5: 0.6269, prec@thr=0.5: 0.7233, recall@top3: 0.7538, prec@top3: 0.6305, recall@top5: 0.8996, prec@top5: 0.4599, loss: 0.0852, grad_norm: 0.2172 2021-04-15 22:17:42,917 - mmaction - INFO - Epoch [2][1800/3842] lr: 5.407e-02, eta: 12:53:51, time: 1.474, data_time: 0.002, memory: 10738, loss_action_cls: 0.0854, recall@thr=0.5: 0.6326, prec@thr=0.5: 0.7244, recall@top3: 0.7516, prec@top3: 0.6348, recall@top5: 0.9003, prec@top5: 0.4659, loss: 0.0854, grad_norm: 0.2208 2021-04-15 22:18:13,160 - mmaction - INFO - Epoch [2][1820/3842] lr: 5.422e-02, eta: 12:53:34, time: 1.513, data_time: 0.002, memory: 10738, loss_action_cls: 0.0819, recall@thr=0.5: 0.6476, prec@thr=0.5: 0.7410, recall@top3: 0.7659, prec@top3: 0.6375, recall@top5: 0.9064, prec@top5: 0.4635, loss: 0.0819, grad_norm: 0.2107 2021-04-15 22:18:40,342 - mmaction - INFO - Epoch [2][1840/3842] lr: 5.436e-02, eta: 12:52:58, time: 1.356, data_time: 0.001, memory: 10738, loss_action_cls: 0.0800, recall@thr=0.5: 0.6419, prec@thr=0.5: 0.7330, recall@top3: 0.7586, prec@top3: 0.6348, recall@top5: 0.9153, prec@top5: 0.4682, loss: 0.0800, grad_norm: 0.2251 2021-04-15 22:19:09,808 - mmaction - INFO - Epoch [2][1860/3842] lr: 5.451e-02, eta: 12:52:37, time: 1.476, data_time: 0.004, memory: 10738, loss_action_cls: 0.0845, recall@thr=0.5: 0.6232, prec@thr=0.5: 0.7103, recall@top3: 0.7471, prec@top3: 0.6195, recall@top5: 0.8981, prec@top5: 0.4579, loss: 0.0845, grad_norm: 0.2191 2021-04-15 22:19:38,354 - mmaction - INFO - Epoch [2][1880/3842] lr: 5.465e-02, eta: 12:52:10, time: 1.428, data_time: 0.018, memory: 10738, loss_action_cls: 0.0819, recall@thr=0.5: 0.6342, prec@thr=0.5: 0.7423, recall@top3: 0.7607, prec@top3: 0.6299, recall@top5: 0.9092, prec@top5: 0.4620, loss: 0.0819, grad_norm: 0.2219 2021-04-15 22:20:07,565 - mmaction - INFO - Epoch [2][1900/3842] lr: 5.480e-02, eta: 12:51:46, time: 1.460, data_time: 0.085, memory: 10738, loss_action_cls: 0.0844, recall@thr=0.5: 0.6278, prec@thr=0.5: 0.7165, recall@top3: 0.7490, prec@top3: 0.6294, recall@top5: 0.8916, prec@top5: 0.4596, loss: 0.0844, grad_norm: 0.2208 2021-04-15 22:20:37,423 - mmaction - INFO - Epoch [2][1920/3842] lr: 5.494e-02, eta: 12:51:27, time: 1.494, data_time: 0.002, memory: 10738, loss_action_cls: 0.0858, recall@thr=0.5: 0.6335, prec@thr=0.5: 0.7321, recall@top3: 0.7508, prec@top3: 0.6389, recall@top5: 0.9026, prec@top5: 0.4706, loss: 0.0858, grad_norm: 0.2103 2021-04-15 22:21:06,151 - mmaction - INFO - Epoch [2][1940/3842] lr: 5.509e-02, eta: 12:51:00, time: 1.436, data_time: 0.001, memory: 10738, loss_action_cls: 0.0813, recall@thr=0.5: 0.6392, prec@thr=0.5: 0.7360, recall@top3: 0.7587, prec@top3: 0.6346, recall@top5: 0.9067, prec@top5: 0.4666, loss: 0.0813, grad_norm: 0.2279 2021-04-15 22:21:33,658 - mmaction - INFO - Epoch [2][1960/3842] lr: 5.523e-02, eta: 12:50:27, time: 1.376, data_time: 0.092, memory: 10738, loss_action_cls: 0.0800, recall@thr=0.5: 0.6556, prec@thr=0.5: 0.7349, recall@top3: 0.7566, prec@top3: 0.6424, recall@top5: 0.9069, prec@top5: 0.4725, loss: 0.0800, grad_norm: 0.2182 2021-04-15 22:22:03,094 - mmaction - INFO - Epoch [2][1980/3842] lr: 5.538e-02, eta: 12:50:05, time: 1.471, data_time: 0.013, memory: 10738, loss_action_cls: 0.0804, recall@thr=0.5: 0.6521, prec@thr=0.5: 0.7412, recall@top3: 0.7572, prec@top3: 0.6423, recall@top5: 0.9130, prec@top5: 0.4738, loss: 0.0804, grad_norm: 0.2174 2021-04-15 22:22:29,843 - mmaction - INFO - Epoch [2][2000/3842] lr: 5.552e-02, eta: 12:49:28, time: 1.337, data_time: 0.001, memory: 10738, loss_action_cls: 0.0807, recall@thr=0.5: 0.6080, prec@thr=0.5: 0.7203, recall@top3: 0.7526, prec@top3: 0.6224, recall@top5: 0.8965, prec@top5: 0.4553, loss: 0.0807, grad_norm: 0.2245 2021-04-15 22:22:57,685 - mmaction - INFO - Epoch [2][2020/3842] lr: 5.566e-02, eta: 12:48:57, time: 1.392, data_time: 0.005, memory: 10738, loss_action_cls: 0.0824, recall@thr=0.5: 0.6415, prec@thr=0.5: 0.7233, recall@top3: 0.7530, prec@top3: 0.6386, recall@top5: 0.9019, prec@top5: 0.4703, loss: 0.0824, grad_norm: 0.2334 2021-04-15 22:23:27,442 - mmaction - INFO - Epoch [2][2040/3842] lr: 5.581e-02, eta: 12:48:36, time: 1.488, data_time: 0.240, memory: 10738, loss_action_cls: 0.0800, recall@thr=0.5: 0.6350, prec@thr=0.5: 0.7246, recall@top3: 0.7636, prec@top3: 0.6274, recall@top5: 0.9067, prec@top5: 0.4563, loss: 0.0800, grad_norm: 0.2171 2021-04-15 22:23:58,303 - mmaction - INFO - Epoch [2][2060/3842] lr: 5.595e-02, eta: 12:48:22, time: 1.542, data_time: 0.010, memory: 10738, loss_action_cls: 0.0824, recall@thr=0.5: 0.6406, prec@thr=0.5: 0.7244, recall@top3: 0.7566, prec@top3: 0.6423, recall@top5: 0.8974, prec@top5: 0.4674, loss: 0.0824, grad_norm: 0.2286 2021-04-15 22:24:28,233 - mmaction - INFO - Epoch [2][2080/3842] lr: 5.609e-02, eta: 12:48:02, time: 1.498, data_time: 0.002, memory: 10738, loss_action_cls: 0.0825, recall@thr=0.5: 0.6151, prec@thr=0.5: 0.7140, recall@top3: 0.7550, prec@top3: 0.6240, recall@top5: 0.9069, prec@top5: 0.4590, loss: 0.0825, grad_norm: 0.2136 2021-04-15 22:24:56,245 - mmaction - INFO - Epoch [2][2100/3842] lr: 5.624e-02, eta: 12:47:32, time: 1.400, data_time: 0.001, memory: 10738, loss_action_cls: 0.0809, recall@thr=0.5: 0.6281, prec@thr=0.5: 0.7251, recall@top3: 0.7513, prec@top3: 0.6306, recall@top5: 0.8996, prec@top5: 0.4624, loss: 0.0809, grad_norm: 0.2269 2021-04-15 22:25:25,159 - mmaction - INFO - Epoch [2][2120/3842] lr: 5.638e-02, eta: 12:47:06, time: 1.444, data_time: 0.001, memory: 10738, loss_action_cls: 0.0823, recall@thr=0.5: 0.6410, prec@thr=0.5: 0.7297, recall@top3: 0.7604, prec@top3: 0.6364, recall@top5: 0.9033, prec@top5: 0.4646, loss: 0.0823, grad_norm: 0.2397 2021-04-15 22:25:53,589 - mmaction - INFO - Epoch [2][2140/3842] lr: 5.652e-02, eta: 12:46:38, time: 1.423, data_time: 0.003, memory: 10738, loss_action_cls: 0.0803, recall@thr=0.5: 0.6438, prec@thr=0.5: 0.7311, recall@top3: 0.7605, prec@top3: 0.6368, recall@top5: 0.9004, prec@top5: 0.4625, loss: 0.0803, grad_norm: 0.2192 2021-04-15 22:26:23,050 - mmaction - INFO - Epoch [2][2160/3842] lr: 5.666e-02, eta: 12:46:16, time: 1.474, data_time: 0.059, memory: 10738, loss_action_cls: 0.0818, recall@thr=0.5: 0.6264, prec@thr=0.5: 0.7218, recall@top3: 0.7517, prec@top3: 0.6280, recall@top5: 0.8972, prec@top5: 0.4584, loss: 0.0818, grad_norm: 0.2043 2021-04-15 22:26:51,944 - mmaction - INFO - Epoch [2][2180/3842] lr: 5.681e-02, eta: 12:45:50, time: 1.443, data_time: 0.001, memory: 10738, loss_action_cls: 0.0798, recall@thr=0.5: 0.6541, prec@thr=0.5: 0.7399, recall@top3: 0.7654, prec@top3: 0.6481, recall@top5: 0.9066, prec@top5: 0.4719, loss: 0.0798, grad_norm: 0.2264 2021-04-15 22:27:19,380 - mmaction - INFO - Epoch [2][2200/3842] lr: 5.695e-02, eta: 12:45:17, time: 1.373, data_time: 0.073, memory: 10738, loss_action_cls: 0.0829, recall@thr=0.5: 0.6308, prec@thr=0.5: 0.7280, recall@top3: 0.7550, prec@top3: 0.6356, recall@top5: 0.8988, prec@top5: 0.4653, loss: 0.0829, grad_norm: 0.2094 2021-04-15 22:27:47,197 - mmaction - INFO - Epoch [2][2220/3842] lr: 5.709e-02, eta: 12:44:46, time: 1.391, data_time: 0.046, memory: 10738, loss_action_cls: 0.0786, recall@thr=0.5: 0.6402, prec@thr=0.5: 0.7334, recall@top3: 0.7616, prec@top3: 0.6346, recall@top5: 0.9074, prec@top5: 0.4640, loss: 0.0786, grad_norm: 0.2134 2021-04-15 22:28:15,333 - mmaction - INFO - Epoch [2][2240/3842] lr: 5.723e-02, eta: 12:44:16, time: 1.407, data_time: 0.018, memory: 10738, loss_action_cls: 0.0826, recall@thr=0.5: 0.6508, prec@thr=0.5: 0.7332, recall@top3: 0.7512, prec@top3: 0.6425, recall@top5: 0.9068, prec@top5: 0.4777, loss: 0.0826, grad_norm: 0.2162 2021-04-15 22:28:42,375 - mmaction - INFO - Epoch [2][2260/3842] lr: 5.737e-02, eta: 12:43:41, time: 1.352, data_time: 0.001, memory: 10738, loss_action_cls: 0.0820, recall@thr=0.5: 0.6381, prec@thr=0.5: 0.7318, recall@top3: 0.7577, prec@top3: 0.6319, recall@top5: 0.9049, prec@top5: 0.4647, loss: 0.0820, grad_norm: 0.2221 2021-04-15 22:29:10,019 - mmaction - INFO - Epoch [2][2280/3842] lr: 5.751e-02, eta: 12:43:09, time: 1.383, data_time: 0.001, memory: 10738, loss_action_cls: 0.0793, recall@thr=0.5: 0.6280, prec@thr=0.5: 0.7415, recall@top3: 0.7436, prec@top3: 0.6325, recall@top5: 0.8937, prec@top5: 0.4647, loss: 0.0793, grad_norm: 0.2105 2021-04-15 22:29:37,565 - mmaction - INFO - Epoch [2][2300/3842] lr: 5.765e-02, eta: 12:42:36, time: 1.375, data_time: 0.001, memory: 10738, loss_action_cls: 0.0831, recall@thr=0.5: 0.6314, prec@thr=0.5: 0.7306, recall@top3: 0.7453, prec@top3: 0.6173, recall@top5: 0.8966, prec@top5: 0.4560, loss: 0.0831, grad_norm: 0.2268 2021-04-15 22:30:05,460 - mmaction - INFO - Epoch [2][2320/3842] lr: 5.779e-02, eta: 12:42:05, time: 1.397, data_time: 0.057, memory: 10738, loss_action_cls: 0.0802, recall@thr=0.5: 0.6415, prec@thr=0.5: 0.7394, recall@top3: 0.7670, prec@top3: 0.6325, recall@top5: 0.9065, prec@top5: 0.4605, loss: 0.0802, grad_norm: 0.2128 2021-04-15 22:30:34,736 - mmaction - INFO - Epoch [2][2340/3842] lr: 5.793e-02, eta: 12:41:42, time: 1.464, data_time: 0.176, memory: 10738, loss_action_cls: 0.0783, recall@thr=0.5: 0.6539, prec@thr=0.5: 0.7476, recall@top3: 0.7689, prec@top3: 0.6470, recall@top5: 0.9048, prec@top5: 0.4640, loss: 0.0783, grad_norm: 0.2073 2021-04-15 22:31:03,283 - mmaction - INFO - Epoch [2][2360/3842] lr: 5.807e-02, eta: 12:41:15, time: 1.428, data_time: 0.001, memory: 10738, loss_action_cls: 0.0808, recall@thr=0.5: 0.6480, prec@thr=0.5: 0.7160, recall@top3: 0.7630, prec@top3: 0.6391, recall@top5: 0.9077, prec@top5: 0.4672, loss: 0.0808, grad_norm: 0.2232 2021-04-15 22:31:30,376 - mmaction - INFO - Epoch [2][2380/3842] lr: 5.821e-02, eta: 12:40:40, time: 1.354, data_time: 0.013, memory: 10738, loss_action_cls: 0.0759, recall@thr=0.5: 0.6458, prec@thr=0.5: 0.7528, recall@top3: 0.7679, prec@top3: 0.6390, recall@top5: 0.9086, prec@top5: 0.4643, loss: 0.0759, grad_norm: 0.2256 2021-04-15 22:31:59,478 - mmaction - INFO - Epoch [2][2400/3842] lr: 5.835e-02, eta: 12:40:15, time: 1.455, data_time: 0.001, memory: 10738, loss_action_cls: 0.0814, recall@thr=0.5: 0.6290, prec@thr=0.5: 0.7158, recall@top3: 0.7494, prec@top3: 0.6309, recall@top5: 0.8985, prec@top5: 0.4626, loss: 0.0814, grad_norm: 0.2280 2021-04-15 22:32:28,116 - mmaction - INFO - Epoch [2][2420/3842] lr: 5.849e-02, eta: 12:39:48, time: 1.432, data_time: 0.046, memory: 10738, loss_action_cls: 0.0815, recall@thr=0.5: 0.6361, prec@thr=0.5: 0.7168, recall@top3: 0.7477, prec@top3: 0.6328, recall@top5: 0.9022, prec@top5: 0.4690, loss: 0.0815, grad_norm: 0.2327 2021-04-15 22:32:55,219 - mmaction - INFO - Epoch [2][2440/3842] lr: 5.863e-02, eta: 12:39:14, time: 1.356, data_time: 0.006, memory: 10738, loss_action_cls: 0.0781, recall@thr=0.5: 0.6415, prec@thr=0.5: 0.7262, recall@top3: 0.7589, prec@top3: 0.6463, recall@top5: 0.8991, prec@top5: 0.4689, loss: 0.0781, grad_norm: 0.2187 2021-04-15 22:33:24,153 - mmaction - INFO - Epoch [2][2460/3842] lr: 5.877e-02, eta: 12:38:48, time: 1.447, data_time: 0.001, memory: 10738, loss_action_cls: 0.0769, recall@thr=0.5: 0.6707, prec@thr=0.5: 0.7422, recall@top3: 0.7711, prec@top3: 0.6488, recall@top5: 0.9130, prec@top5: 0.4719, loss: 0.0769, grad_norm: 0.2221 2021-04-15 22:33:52,954 - mmaction - INFO - Epoch [2][2480/3842] lr: 5.891e-02, eta: 12:38:22, time: 1.439, data_time: 0.054, memory: 10738, loss_action_cls: 0.0796, recall@thr=0.5: 0.6287, prec@thr=0.5: 0.7291, recall@top3: 0.7556, prec@top3: 0.6287, recall@top5: 0.9054, prec@top5: 0.4612, loss: 0.0796, grad_norm: 0.2297 2021-04-15 22:34:22,446 - mmaction - INFO - Epoch [2][2500/3842] lr: 5.905e-02, eta: 12:38:00, time: 1.475, data_time: 0.034, memory: 10738, loss_action_cls: 0.0787, recall@thr=0.5: 0.6496, prec@thr=0.5: 0.7332, recall@top3: 0.7449, prec@top3: 0.6362, recall@top5: 0.9022, prec@top5: 0.4692, loss: 0.0787, grad_norm: 0.2137 2021-04-15 22:34:50,104 - mmaction - INFO - Epoch [2][2520/3842] lr: 5.919e-02, eta: 12:37:28, time: 1.383, data_time: 0.060, memory: 10738, loss_action_cls: 0.0780, recall@thr=0.5: 0.6438, prec@thr=0.5: 0.7395, recall@top3: 0.7590, prec@top3: 0.6340, recall@top5: 0.9062, prec@top5: 0.4654, loss: 0.0780, grad_norm: 0.2005 2021-04-15 22:35:17,307 - mmaction - INFO - Epoch [2][2540/3842] lr: 5.933e-02, eta: 12:36:53, time: 1.359, data_time: 0.155, memory: 10738, loss_action_cls: 0.0812, recall@thr=0.5: 0.6360, prec@thr=0.5: 0.7286, recall@top3: 0.7536, prec@top3: 0.6361, recall@top5: 0.9000, prec@top5: 0.4635, loss: 0.0812, grad_norm: 0.2266 2021-04-15 22:35:46,872 - mmaction - INFO - Epoch [2][2560/3842] lr: 5.946e-02, eta: 12:36:31, time: 1.479, data_time: 0.221, memory: 10738, loss_action_cls: 0.0804, recall@thr=0.5: 0.6353, prec@thr=0.5: 0.7282, recall@top3: 0.7520, prec@top3: 0.6395, recall@top5: 0.9045, prec@top5: 0.4702, loss: 0.0804, grad_norm: 0.2106 2021-04-15 22:36:14,928 - mmaction - INFO - Epoch [2][2580/3842] lr: 5.960e-02, eta: 12:36:01, time: 1.401, data_time: 0.121, memory: 10738, loss_action_cls: 0.0787, recall@thr=0.5: 0.6370, prec@thr=0.5: 0.7315, recall@top3: 0.7582, prec@top3: 0.6392, recall@top5: 0.9032, prec@top5: 0.4661, loss: 0.0787, grad_norm: 0.2048 2021-04-15 22:36:45,001 - mmaction - INFO - Epoch [2][2600/3842] lr: 5.974e-02, eta: 12:35:42, time: 1.504, data_time: 0.037, memory: 10738, loss_action_cls: 0.0786, recall@thr=0.5: 0.6581, prec@thr=0.5: 0.7499, recall@top3: 0.7688, prec@top3: 0.6502, recall@top5: 0.9100, prec@top5: 0.4735, loss: 0.0786, grad_norm: 0.2097 2021-04-15 22:37:13,408 - mmaction - INFO - Epoch [2][2620/3842] lr: 5.988e-02, eta: 12:35:13, time: 1.421, data_time: 0.002, memory: 10738, loss_action_cls: 0.0827, recall@thr=0.5: 0.6376, prec@thr=0.5: 0.7189, recall@top3: 0.7367, prec@top3: 0.6368, recall@top5: 0.8895, prec@top5: 0.4700, loss: 0.0827, grad_norm: 0.2267 2021-04-15 22:37:42,554 - mmaction - INFO - Epoch [2][2640/3842] lr: 6.001e-02, eta: 12:34:49, time: 1.458, data_time: 0.001, memory: 10738, loss_action_cls: 0.0777, recall@thr=0.5: 0.6516, prec@thr=0.5: 0.7434, recall@top3: 0.7716, prec@top3: 0.6429, recall@top5: 0.9084, prec@top5: 0.4669, loss: 0.0777, grad_norm: 0.2079 2021-04-15 22:38:12,327 - mmaction - INFO - Epoch [2][2660/3842] lr: 6.015e-02, eta: 12:34:28, time: 1.488, data_time: 0.001, memory: 10738, loss_action_cls: 0.0804, recall@thr=0.5: 0.6286, prec@thr=0.5: 0.7241, recall@top3: 0.7486, prec@top3: 0.6191, recall@top5: 0.8908, prec@top5: 0.4519, loss: 0.0804, grad_norm: 0.2183 2021-04-15 22:38:40,773 - mmaction - INFO - Epoch [2][2680/3842] lr: 6.029e-02, eta: 12:34:00, time: 1.422, data_time: 0.001, memory: 10738, loss_action_cls: 0.0786, recall@thr=0.5: 0.6460, prec@thr=0.5: 0.7298, recall@top3: 0.7664, prec@top3: 0.6396, recall@top5: 0.9105, prec@top5: 0.4666, loss: 0.0786, grad_norm: 0.2161 2021-04-15 22:39:08,406 - mmaction - INFO - Epoch [2][2700/3842] lr: 6.042e-02, eta: 12:33:28, time: 1.383, data_time: 0.001, memory: 10738, loss_action_cls: 0.0780, recall@thr=0.5: 0.6492, prec@thr=0.5: 0.7462, recall@top3: 0.7651, prec@top3: 0.6351, recall@top5: 0.9123, prec@top5: 0.4657, loss: 0.0780, grad_norm: 0.2279 2021-04-15 22:39:37,378 - mmaction - INFO - Epoch [2][2720/3842] lr: 6.056e-02, eta: 12:33:02, time: 1.448, data_time: 0.012, memory: 10738, loss_action_cls: 0.0769, recall@thr=0.5: 0.6403, prec@thr=0.5: 0.7361, recall@top3: 0.7608, prec@top3: 0.6355, recall@top5: 0.9026, prec@top5: 0.4629, loss: 0.0769, grad_norm: 0.2056 2021-04-15 22:40:05,595 - mmaction - INFO - Epoch [2][2740/3842] lr: 6.070e-02, eta: 12:32:33, time: 1.411, data_time: 0.001, memory: 10738, loss_action_cls: 0.0807, recall@thr=0.5: 0.6523, prec@thr=0.5: 0.7279, recall@top3: 0.7674, prec@top3: 0.6399, recall@top5: 0.8993, prec@top5: 0.4628, loss: 0.0807, grad_norm: 0.2170 2021-04-15 22:40:32,561 - mmaction - INFO - Epoch [2][2760/3842] lr: 6.083e-02, eta: 12:31:58, time: 1.347, data_time: 0.073, memory: 10738, loss_action_cls: 0.0781, recall@thr=0.5: 0.6358, prec@thr=0.5: 0.7169, recall@top3: 0.7552, prec@top3: 0.6278, recall@top5: 0.9036, prec@top5: 0.4602, loss: 0.0781, grad_norm: 0.2414 2021-04-15 22:41:00,343 - mmaction - INFO - Epoch [2][2780/3842] lr: 6.097e-02, eta: 12:31:27, time: 1.390, data_time: 0.002, memory: 10738, loss_action_cls: 0.0791, recall@thr=0.5: 0.6376, prec@thr=0.5: 0.7279, recall@top3: 0.7583, prec@top3: 0.6366, recall@top5: 0.8997, prec@top5: 0.4635, loss: 0.0791, grad_norm: 0.2116 2021-04-15 22:41:28,112 - mmaction - INFO - Epoch [2][2800/3842] lr: 6.110e-02, eta: 12:30:56, time: 1.388, data_time: 0.025, memory: 10738, loss_action_cls: 0.0791, recall@thr=0.5: 0.6287, prec@thr=0.5: 0.7271, recall@top3: 0.7516, prec@top3: 0.6245, recall@top5: 0.9039, prec@top5: 0.4616, loss: 0.0791, grad_norm: 0.2116 2021-04-15 22:41:55,961 - mmaction - INFO - Epoch [2][2820/3842] lr: 6.124e-02, eta: 12:30:25, time: 1.393, data_time: 0.051, memory: 10738, loss_action_cls: 0.0783, recall@thr=0.5: 0.6370, prec@thr=0.5: 0.7436, recall@top3: 0.7638, prec@top3: 0.6373, recall@top5: 0.9039, prec@top5: 0.4632, loss: 0.0783, grad_norm: 0.2162 2021-04-15 22:42:23,095 - mmaction - INFO - Epoch [2][2840/3842] lr: 6.137e-02, eta: 12:29:51, time: 1.356, data_time: 0.001, memory: 10738, loss_action_cls: 0.0776, recall@thr=0.5: 0.6468, prec@thr=0.5: 0.7220, recall@top3: 0.7645, prec@top3: 0.6496, recall@top5: 0.9079, prec@top5: 0.4718, loss: 0.0776, grad_norm: 0.2144 2021-04-15 22:42:50,419 - mmaction - INFO - Epoch [2][2860/3842] lr: 6.151e-02, eta: 12:29:17, time: 1.365, data_time: 0.074, memory: 10738, loss_action_cls: 0.0823, recall@thr=0.5: 0.6352, prec@thr=0.5: 0.7256, recall@top3: 0.7521, prec@top3: 0.6455, recall@top5: 0.9058, prec@top5: 0.4773, loss: 0.0823, grad_norm: 0.2266 2021-04-15 22:43:18,226 - mmaction - INFO - Epoch [2][2880/3842] lr: 6.164e-02, eta: 12:28:47, time: 1.391, data_time: 0.026, memory: 10738, loss_action_cls: 0.0775, recall@thr=0.5: 0.6552, prec@thr=0.5: 0.7331, recall@top3: 0.7633, prec@top3: 0.6361, recall@top5: 0.9024, prec@top5: 0.4630, loss: 0.0775, grad_norm: 0.2063 2021-04-15 22:43:45,278 - mmaction - INFO - Epoch [2][2900/3842] lr: 6.178e-02, eta: 12:28:12, time: 1.354, data_time: 0.068, memory: 10738, loss_action_cls: 0.0791, recall@thr=0.5: 0.6403, prec@thr=0.5: 0.7326, recall@top3: 0.7516, prec@top3: 0.6392, recall@top5: 0.9061, prec@top5: 0.4735, loss: 0.0791, grad_norm: 0.2066 2021-04-15 22:44:13,046 - mmaction - INFO - Epoch [2][2920/3842] lr: 6.191e-02, eta: 12:27:41, time: 1.388, data_time: 0.001, memory: 10738, loss_action_cls: 0.0800, recall@thr=0.5: 0.6387, prec@thr=0.5: 0.7227, recall@top3: 0.7569, prec@top3: 0.6294, recall@top5: 0.8966, prec@top5: 0.4591, loss: 0.0800, grad_norm: 0.2104 2021-04-15 22:44:42,420 - mmaction - INFO - Epoch [2][2940/3842] lr: 6.204e-02, eta: 12:27:18, time: 1.470, data_time: 0.189, memory: 10738, loss_action_cls: 0.0791, recall@thr=0.5: 0.6368, prec@thr=0.5: 0.7379, recall@top3: 0.7513, prec@top3: 0.6471, recall@top5: 0.9018, prec@top5: 0.4760, loss: 0.0791, grad_norm: 0.2040 2021-04-15 22:45:09,031 - mmaction - INFO - Epoch [2][2960/3842] lr: 6.218e-02, eta: 12:26:41, time: 1.329, data_time: 0.027, memory: 10738, loss_action_cls: 0.0775, recall@thr=0.5: 0.6258, prec@thr=0.5: 0.7277, recall@top3: 0.7569, prec@top3: 0.6294, recall@top5: 0.8985, prec@top5: 0.4590, loss: 0.0775, grad_norm: 0.2298 2021-04-15 22:45:38,109 - mmaction - INFO - Epoch [2][2980/3842] lr: 6.231e-02, eta: 12:26:16, time: 1.455, data_time: 0.089, memory: 10738, loss_action_cls: 0.0776, recall@thr=0.5: 0.6463, prec@thr=0.5: 0.7251, recall@top3: 0.7559, prec@top3: 0.6363, recall@top5: 0.9011, prec@top5: 0.4642, loss: 0.0776, grad_norm: 0.2004 2021-04-15 22:46:07,020 - mmaction - INFO - Epoch [2][3000/3842] lr: 6.244e-02, eta: 12:25:51, time: 1.446, data_time: 0.001, memory: 10738, loss_action_cls: 0.0783, recall@thr=0.5: 0.6381, prec@thr=0.5: 0.7314, recall@top3: 0.7583, prec@top3: 0.6319, recall@top5: 0.8979, prec@top5: 0.4565, loss: 0.0783, grad_norm: 0.2100 2021-04-15 22:46:34,098 - mmaction - INFO - Epoch [2][3020/3842] lr: 6.258e-02, eta: 12:25:17, time: 1.354, data_time: 0.001, memory: 10738, loss_action_cls: 0.0800, recall@thr=0.5: 0.6325, prec@thr=0.5: 0.7206, recall@top3: 0.7480, prec@top3: 0.6316, recall@top5: 0.9013, prec@top5: 0.4678, loss: 0.0800, grad_norm: 0.2155 2021-04-15 22:47:01,648 - mmaction - INFO - Epoch [2][3040/3842] lr: 6.271e-02, eta: 12:24:45, time: 1.377, data_time: 0.001, memory: 10738, loss_action_cls: 0.0774, recall@thr=0.5: 0.6264, prec@thr=0.5: 0.7218, recall@top3: 0.7504, prec@top3: 0.6185, recall@top5: 0.8998, prec@top5: 0.4565, loss: 0.0774, grad_norm: 0.2374 2021-04-15 22:47:31,836 - mmaction - INFO - Epoch [2][3060/3842] lr: 6.284e-02, eta: 12:24:25, time: 1.509, data_time: 0.001, memory: 10738, loss_action_cls: 0.0774, recall@thr=0.5: 0.6516, prec@thr=0.5: 0.7336, recall@top3: 0.7584, prec@top3: 0.6438, recall@top5: 0.9055, prec@top5: 0.4727, loss: 0.0774, grad_norm: 0.2166 2021-04-15 22:47:59,552 - mmaction - INFO - Epoch [2][3080/3842] lr: 6.297e-02, eta: 12:23:53, time: 1.384, data_time: 0.001, memory: 10738, loss_action_cls: 0.0755, recall@thr=0.5: 0.6396, prec@thr=0.5: 0.7344, recall@top3: 0.7607, prec@top3: 0.6376, recall@top5: 0.9027, prec@top5: 0.4639, loss: 0.0755, grad_norm: 0.2083 2021-04-15 22:48:28,417 - mmaction - INFO - Epoch [2][3100/3842] lr: 6.311e-02, eta: 12:23:28, time: 1.445, data_time: 0.215, memory: 10738, loss_action_cls: 0.0752, recall@thr=0.5: 0.6580, prec@thr=0.5: 0.7444, recall@top3: 0.7752, prec@top3: 0.6355, recall@top5: 0.9059, prec@top5: 0.4568, loss: 0.0752, grad_norm: 0.2176 2021-04-15 22:48:56,873 - mmaction - INFO - Epoch [2][3120/3842] lr: 6.324e-02, eta: 12:23:00, time: 1.421, data_time: 0.047, memory: 10738, loss_action_cls: 0.0774, recall@thr=0.5: 0.6452, prec@thr=0.5: 0.7399, recall@top3: 0.7552, prec@top3: 0.6424, recall@top5: 0.9055, prec@top5: 0.4713, loss: 0.0774, grad_norm: 0.2156 2021-04-15 22:49:25,060 - mmaction - INFO - Epoch [2][3140/3842] lr: 6.337e-02, eta: 12:22:30, time: 1.409, data_time: 0.182, memory: 10738, loss_action_cls: 0.0752, recall@thr=0.5: 0.6599, prec@thr=0.5: 0.7325, recall@top3: 0.7696, prec@top3: 0.6297, recall@top5: 0.9106, prec@top5: 0.4607, loss: 0.0752, grad_norm: 0.2123 2021-04-15 22:49:53,506 - mmaction - INFO - Epoch [2][3160/3842] lr: 6.350e-02, eta: 12:22:03, time: 1.422, data_time: 0.043, memory: 10738, loss_action_cls: 0.0769, recall@thr=0.5: 0.6451, prec@thr=0.5: 0.7467, recall@top3: 0.7615, prec@top3: 0.6493, recall@top5: 0.9007, prec@top5: 0.4712, loss: 0.0769, grad_norm: 0.2058 2021-04-15 22:50:21,359 - mmaction - INFO - Epoch [2][3180/3842] lr: 6.363e-02, eta: 12:21:32, time: 1.394, data_time: 0.024, memory: 10738, loss_action_cls: 0.0787, recall@thr=0.5: 0.6174, prec@thr=0.5: 0.7192, recall@top3: 0.7488, prec@top3: 0.6270, recall@top5: 0.8989, prec@top5: 0.4589, loss: 0.0787, grad_norm: 0.2259 2021-04-15 22:50:48,946 - mmaction - INFO - Epoch [2][3200/3842] lr: 6.376e-02, eta: 12:21:00, time: 1.379, data_time: 0.019, memory: 10738, loss_action_cls: 0.0767, recall@thr=0.5: 0.6670, prec@thr=0.5: 0.7476, recall@top3: 0.7706, prec@top3: 0.6490, recall@top5: 0.9154, prec@top5: 0.4734, loss: 0.0767, grad_norm: 0.2237 2021-04-15 22:51:16,781 - mmaction - INFO - Epoch [2][3220/3842] lr: 6.389e-02, eta: 12:20:30, time: 1.391, data_time: 0.002, memory: 10738, loss_action_cls: 0.0762, recall@thr=0.5: 0.6362, prec@thr=0.5: 0.7379, recall@top3: 0.7561, prec@top3: 0.6390, recall@top5: 0.9013, prec@top5: 0.4677, loss: 0.0762, grad_norm: 0.2147 2021-04-15 22:51:43,636 - mmaction - INFO - Epoch [2][3240/3842] lr: 6.402e-02, eta: 12:19:55, time: 1.343, data_time: 0.002, memory: 10738, loss_action_cls: 0.0765, recall@thr=0.5: 0.6431, prec@thr=0.5: 0.7239, recall@top3: 0.7566, prec@top3: 0.6276, recall@top5: 0.8972, prec@top5: 0.4567, loss: 0.0765, grad_norm: 0.2236 2021-04-15 22:52:11,503 - mmaction - INFO - Epoch [2][3260/3842] lr: 6.415e-02, eta: 12:19:25, time: 1.394, data_time: 0.003, memory: 10738, loss_action_cls: 0.0747, recall@thr=0.5: 0.6519, prec@thr=0.5: 0.7531, recall@top3: 0.7693, prec@top3: 0.6435, recall@top5: 0.9083, prec@top5: 0.4682, loss: 0.0747, grad_norm: 0.2101 2021-04-15 22:52:40,984 - mmaction - INFO - Epoch [2][3280/3842] lr: 6.428e-02, eta: 12:19:01, time: 1.474, data_time: 0.002, memory: 10738, loss_action_cls: 0.0772, recall@thr=0.5: 0.6518, prec@thr=0.5: 0.7262, recall@top3: 0.7655, prec@top3: 0.6489, recall@top5: 0.9101, prec@top5: 0.4720, loss: 0.0772, grad_norm: 0.2020 2021-04-15 22:53:07,538 - mmaction - INFO - Epoch [2][3300/3842] lr: 6.441e-02, eta: 12:18:25, time: 1.327, data_time: 0.004, memory: 10738, loss_action_cls: 0.0787, recall@thr=0.5: 0.6342, prec@thr=0.5: 0.7317, recall@top3: 0.7473, prec@top3: 0.6376, recall@top5: 0.8969, prec@top5: 0.4704, loss: 0.0787, grad_norm: 0.2253 2021-04-15 22:53:35,224 - mmaction - INFO - Epoch [2][3320/3842] lr: 6.454e-02, eta: 12:17:54, time: 1.386, data_time: 0.002, memory: 10738, loss_action_cls: 0.0772, recall@thr=0.5: 0.6473, prec@thr=0.5: 0.7486, recall@top3: 0.7583, prec@top3: 0.6332, recall@top5: 0.9011, prec@top5: 0.4616, loss: 0.0772, grad_norm: 0.2242 2021-04-15 22:54:03,564 - mmaction - INFO - Epoch [2][3340/3842] lr: 6.467e-02, eta: 12:17:26, time: 1.416, data_time: 0.001, memory: 10738, loss_action_cls: 0.0735, recall@thr=0.5: 0.6583, prec@thr=0.5: 0.7366, recall@top3: 0.7765, prec@top3: 0.6404, recall@top5: 0.9152, prec@top5: 0.4643, loss: 0.0735, grad_norm: 0.2054 2021-04-15 22:54:32,115 - mmaction - INFO - Epoch [2][3360/3842] lr: 6.480e-02, eta: 12:16:58, time: 1.428, data_time: 0.002, memory: 10738, loss_action_cls: 0.0778, recall@thr=0.5: 0.6574, prec@thr=0.5: 0.7521, recall@top3: 0.7659, prec@top3: 0.6474, recall@top5: 0.9008, prec@top5: 0.4693, loss: 0.0778, grad_norm: 0.2181 2021-04-15 22:55:00,558 - mmaction - INFO - Epoch [2][3380/3842] lr: 6.493e-02, eta: 12:16:31, time: 1.422, data_time: 0.001, memory: 10738, loss_action_cls: 0.0757, recall@thr=0.5: 0.6719, prec@thr=0.5: 0.7347, recall@top3: 0.7699, prec@top3: 0.6567, recall@top5: 0.9093, prec@top5: 0.4759, loss: 0.0757, grad_norm: 0.2176 2021-04-15 22:55:28,194 - mmaction - INFO - Epoch [2][3400/3842] lr: 6.506e-02, eta: 12:15:59, time: 1.381, data_time: 0.001, memory: 10738, loss_action_cls: 0.0777, recall@thr=0.5: 0.6420, prec@thr=0.5: 0.7305, recall@top3: 0.7583, prec@top3: 0.6454, recall@top5: 0.9048, prec@top5: 0.4738, loss: 0.0777, grad_norm: 0.2145 2021-04-15 22:55:55,578 - mmaction - INFO - Epoch [2][3420/3842] lr: 6.518e-02, eta: 12:15:27, time: 1.369, data_time: 0.002, memory: 10738, loss_action_cls: 0.0790, recall@thr=0.5: 0.6240, prec@thr=0.5: 0.7235, recall@top3: 0.7482, prec@top3: 0.6321, recall@top5: 0.8934, prec@top5: 0.4633, loss: 0.0790, grad_norm: 0.2123 2021-04-15 22:56:23,876 - mmaction - INFO - Epoch [2][3440/3842] lr: 6.531e-02, eta: 12:14:58, time: 1.415, data_time: 0.002, memory: 10738, loss_action_cls: 0.0773, recall@thr=0.5: 0.6473, prec@thr=0.5: 0.7497, recall@top3: 0.7631, prec@top3: 0.6446, recall@top5: 0.9038, prec@top5: 0.4688, loss: 0.0773, grad_norm: 0.2013 2021-04-15 22:56:51,131 - mmaction - INFO - Epoch [2][3460/3842] lr: 6.544e-02, eta: 12:14:26, time: 1.363, data_time: 0.016, memory: 10738, loss_action_cls: 0.0747, recall@thr=0.5: 0.6457, prec@thr=0.5: 0.7429, recall@top3: 0.7588, prec@top3: 0.6313, recall@top5: 0.9080, prec@top5: 0.4628, loss: 0.0747, grad_norm: 0.2159 2021-04-15 22:57:17,982 - mmaction - INFO - Epoch [2][3480/3842] lr: 6.557e-02, eta: 12:13:51, time: 1.343, data_time: 0.022, memory: 10738, loss_action_cls: 0.0729, recall@thr=0.5: 0.6728, prec@thr=0.5: 0.7557, recall@top3: 0.7813, prec@top3: 0.6506, recall@top5: 0.9169, prec@top5: 0.4719, loss: 0.0729, grad_norm: 0.2105 2021-04-15 22:57:47,562 - mmaction - INFO - Epoch [2][3500/3842] lr: 6.569e-02, eta: 12:13:28, time: 1.479, data_time: 0.137, memory: 10738, loss_action_cls: 0.0736, recall@thr=0.5: 0.6487, prec@thr=0.5: 0.7360, recall@top3: 0.7729, prec@top3: 0.6341, recall@top5: 0.9136, prec@top5: 0.4611, loss: 0.0736, grad_norm: 0.2232 2021-04-15 22:58:13,227 - mmaction - INFO - Epoch [2][3520/3842] lr: 6.582e-02, eta: 12:12:48, time: 1.283, data_time: 0.001, memory: 10738, loss_action_cls: 0.0755, recall@thr=0.5: 0.6432, prec@thr=0.5: 0.7238, recall@top3: 0.7672, prec@top3: 0.6444, recall@top5: 0.9087, prec@top5: 0.4684, loss: 0.0755, grad_norm: 0.2068 2021-04-15 22:58:43,168 - mmaction - INFO - Epoch [2][3540/3842] lr: 6.595e-02, eta: 12:12:27, time: 1.498, data_time: 0.001, memory: 10738, loss_action_cls: 0.0754, recall@thr=0.5: 0.6523, prec@thr=0.5: 0.7511, recall@top3: 0.7647, prec@top3: 0.6409, recall@top5: 0.9046, prec@top5: 0.4642, loss: 0.0754, grad_norm: 0.2072 2021-04-15 22:59:09,475 - mmaction - INFO - Epoch [2][3560/3842] lr: 6.607e-02, eta: 12:11:50, time: 1.315, data_time: 0.001, memory: 10738, loss_action_cls: 0.0747, recall@thr=0.5: 0.6436, prec@thr=0.5: 0.7278, recall@top3: 0.7645, prec@top3: 0.6197, recall@top5: 0.9074, prec@top5: 0.4505, loss: 0.0747, grad_norm: 0.2196 2021-04-15 22:59:37,413 - mmaction - INFO - Epoch [2][3580/3842] lr: 6.620e-02, eta: 12:11:20, time: 1.396, data_time: 0.113, memory: 10738, loss_action_cls: 0.0747, recall@thr=0.5: 0.6331, prec@thr=0.5: 0.7363, recall@top3: 0.7553, prec@top3: 0.6304, recall@top5: 0.8976, prec@top5: 0.4605, loss: 0.0747, grad_norm: 0.2237 2021-04-15 23:00:04,732 - mmaction - INFO - Epoch [2][3600/3842] lr: 6.633e-02, eta: 12:10:48, time: 1.367, data_time: 0.001, memory: 10738, loss_action_cls: 0.0733, recall@thr=0.5: 0.6512, prec@thr=0.5: 0.7343, recall@top3: 0.7705, prec@top3: 0.6414, recall@top5: 0.9111, prec@top5: 0.4654, loss: 0.0733, grad_norm: 0.2173 2021-04-15 23:00:32,539 - mmaction - INFO - Epoch [2][3620/3842] lr: 6.645e-02, eta: 12:10:18, time: 1.390, data_time: 0.001, memory: 10738, loss_action_cls: 0.0753, recall@thr=0.5: 0.6447, prec@thr=0.5: 0.7563, recall@top3: 0.7663, prec@top3: 0.6374, recall@top5: 0.9090, prec@top5: 0.4644, loss: 0.0753, grad_norm: 0.2041 2021-04-15 23:01:02,398 - mmaction - INFO - Epoch [2][3640/3842] lr: 6.658e-02, eta: 12:09:56, time: 1.493, data_time: 0.116, memory: 10738, loss_action_cls: 0.0748, recall@thr=0.5: 0.6697, prec@thr=0.5: 0.7478, recall@top3: 0.7690, prec@top3: 0.6538, recall@top5: 0.9161, prec@top5: 0.4799, loss: 0.0748, grad_norm: 0.2038 2021-04-15 23:01:29,056 - mmaction - INFO - Epoch [2][3660/3842] lr: 6.670e-02, eta: 12:09:21, time: 1.332, data_time: 0.001, memory: 10738, loss_action_cls: 0.0709, recall@thr=0.5: 0.6602, prec@thr=0.5: 0.7447, recall@top3: 0.7819, prec@top3: 0.6470, recall@top5: 0.9164, prec@top5: 0.4658, loss: 0.0709, grad_norm: 0.2099 2021-04-15 23:01:58,316 - mmaction - INFO - Epoch [2][3680/3842] lr: 6.683e-02, eta: 12:08:56, time: 1.463, data_time: 0.001, memory: 10738, loss_action_cls: 0.0769, recall@thr=0.5: 0.6381, prec@thr=0.5: 0.7384, recall@top3: 0.7685, prec@top3: 0.6460, recall@top5: 0.9098, prec@top5: 0.4686, loss: 0.0769, grad_norm: 0.2024 2021-04-15 23:02:26,347 - mmaction - INFO - Epoch [2][3700/3842] lr: 6.695e-02, eta: 12:08:27, time: 1.401, data_time: 0.001, memory: 10738, loss_action_cls: 0.0748, recall@thr=0.5: 0.6656, prec@thr=0.5: 0.7517, recall@top3: 0.7640, prec@top3: 0.6461, recall@top5: 0.9032, prec@top5: 0.4686, loss: 0.0748, grad_norm: 0.2158 2021-04-15 23:02:53,441 - mmaction - INFO - Epoch [2][3720/3842] lr: 6.708e-02, eta: 12:07:53, time: 1.355, data_time: 0.071, memory: 10738, loss_action_cls: 0.0744, recall@thr=0.5: 0.6551, prec@thr=0.5: 0.7392, recall@top3: 0.7547, prec@top3: 0.6414, recall@top5: 0.9082, prec@top5: 0.4736, loss: 0.0744, grad_norm: 0.2182 2021-04-15 23:03:21,592 - mmaction - INFO - Epoch [2][3740/3842] lr: 6.720e-02, eta: 12:07:24, time: 1.405, data_time: 0.001, memory: 10738, loss_action_cls: 0.0773, recall@thr=0.5: 0.6479, prec@thr=0.5: 0.7351, recall@top3: 0.7630, prec@top3: 0.6443, recall@top5: 0.9104, prec@top5: 0.4724, loss: 0.0773, grad_norm: 0.2044 2021-04-15 23:03:50,214 - mmaction - INFO - Epoch [2][3760/3842] lr: 6.733e-02, eta: 12:06:57, time: 1.433, data_time: 0.134, memory: 10738, loss_action_cls: 0.0787, recall@thr=0.5: 0.6392, prec@thr=0.5: 0.7453, recall@top3: 0.7508, prec@top3: 0.6387, recall@top5: 0.8952, prec@top5: 0.4663, loss: 0.0787, grad_norm: 0.2039 2021-04-15 23:04:17,073 - mmaction - INFO - Epoch [2][3780/3842] lr: 6.745e-02, eta: 12:06:23, time: 1.342, data_time: 0.001, memory: 10738, loss_action_cls: 0.0743, recall@thr=0.5: 0.6456, prec@thr=0.5: 0.7373, recall@top3: 0.7657, prec@top3: 0.6346, recall@top5: 0.9128, prec@top5: 0.4655, loss: 0.0743, grad_norm: 0.2174 2021-04-15 23:04:45,749 - mmaction - INFO - Epoch [2][3800/3842] lr: 6.757e-02, eta: 12:05:57, time: 1.435, data_time: 0.001, memory: 10738, loss_action_cls: 0.0730, recall@thr=0.5: 0.6489, prec@thr=0.5: 0.7496, recall@top3: 0.7699, prec@top3: 0.6436, recall@top5: 0.9140, prec@top5: 0.4664, loss: 0.0730, grad_norm: 0.2076 2021-04-15 23:05:13,686 - mmaction - INFO - Epoch [2][3820/3842] lr: 6.770e-02, eta: 12:05:27, time: 1.396, data_time: 0.001, memory: 10738, loss_action_cls: 0.0766, recall@thr=0.5: 0.6318, prec@thr=0.5: 0.7451, recall@top3: 0.7579, prec@top3: 0.6384, recall@top5: 0.8991, prec@top5: 0.4678, loss: 0.0766, grad_norm: 0.2076 2021-04-15 23:05:42,571 - mmaction - INFO - Epoch [2][3840/3842] lr: 6.782e-02, eta: 12:05:01, time: 1.445, data_time: 0.064, memory: 10738, loss_action_cls: 0.0746, recall@thr=0.5: 0.6619, prec@thr=0.5: 0.7375, recall@top3: 0.7631, prec@top3: 0.6493, recall@top5: 0.9108, prec@top5: 0.4763, loss: 0.0746, grad_norm: 0.2058 2021-04-15 23:05:46,594 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-04-15 23:29:12,245 - mmaction - INFO - Evaluating mAP ... 2021-04-15 23:36:37,027 - mmaction - INFO - mAP@0.5IOU 0.2438 2021-04-15 23:36:38,233 - mmaction - INFO - Now best checkpoint is saved as best_mAP@0.5IOU_epoch_2.pth. 2021-04-15 23:36:38,233 - mmaction - INFO - Best mAP@0.5IOU is 0.2438 at 2 epoch. 2021-04-15 23:36:39,479 - mmaction - INFO - Epoch(val) [2][3842] mAP@0.5IOU: 0.2438 2021-04-15 23:37:50,517 - mmaction - INFO - Epoch [3][20/3842] lr: 6.780e-02, eta: 12:07:09, time: 3.550, data_time: 2.319, memory: 10738, loss_action_cls: 0.0711, recall@thr=0.5: 0.6651, prec@thr=0.5: 0.7561, recall@top3: 0.7810, prec@top3: 0.6504, recall@top5: 0.9164, prec@top5: 0.4678, loss: 0.0711, grad_norm: 0.1953 2021-04-15 23:38:20,817 - mmaction - INFO - Epoch [3][40/3842] lr: 6.777e-02, eta: 12:06:48, time: 1.515, data_time: 0.003, memory: 10738, loss_action_cls: 0.0728, recall@thr=0.5: 0.6678, prec@thr=0.5: 0.7547, recall@top3: 0.7750, prec@top3: 0.6567, recall@top5: 0.9125, prec@top5: 0.4752, loss: 0.0728, grad_norm: 0.2162 2021-04-15 23:38:49,973 - mmaction - INFO - Epoch [3][60/3842] lr: 6.773e-02, eta: 12:06:22, time: 1.459, data_time: 0.002, memory: 10738, loss_action_cls: 0.0714, recall@thr=0.5: 0.6756, prec@thr=0.5: 0.7623, recall@top3: 0.7814, prec@top3: 0.6551, recall@top5: 0.9146, prec@top5: 0.4712, loss: 0.0714, grad_norm: 0.2123 2021-04-15 23:39:18,975 - mmaction - INFO - Epoch [3][80/3842] lr: 6.770e-02, eta: 12:05:56, time: 1.449, data_time: 0.001, memory: 10738, loss_action_cls: 0.0703, recall@thr=0.5: 0.6703, prec@thr=0.5: 0.7699, recall@top3: 0.7780, prec@top3: 0.6495, recall@top5: 0.9200, prec@top5: 0.4726, loss: 0.0703, grad_norm: 0.2126 2021-04-15 23:39:45,866 - mmaction - INFO - Epoch [3][100/3842] lr: 6.766e-02, eta: 12:05:22, time: 1.344, data_time: 0.002, memory: 10738, loss_action_cls: 0.0715, recall@thr=0.5: 0.6672, prec@thr=0.5: 0.7538, recall@top3: 0.7825, prec@top3: 0.6534, recall@top5: 0.9152, prec@top5: 0.4693, loss: 0.0715, grad_norm: 0.2082 2021-04-15 23:40:13,450 - mmaction - INFO - Epoch [3][120/3842] lr: 6.762e-02, eta: 12:04:50, time: 1.380, data_time: 0.002, memory: 10738, loss_action_cls: 0.0732, recall@thr=0.5: 0.6595, prec@thr=0.5: 0.7584, recall@top3: 0.7636, prec@top3: 0.6498, recall@top5: 0.9053, prec@top5: 0.4731, loss: 0.0732, grad_norm: 0.2150 2021-04-15 23:40:44,378 - mmaction - INFO - Epoch [3][140/3842] lr: 6.759e-02, eta: 12:04:32, time: 1.547, data_time: 0.001, memory: 10738, loss_action_cls: 0.0742, recall@thr=0.5: 0.6492, prec@thr=0.5: 0.7488, recall@top3: 0.7622, prec@top3: 0.6462, recall@top5: 0.9054, prec@top5: 0.4729, loss: 0.0742, grad_norm: 0.2215 2021-04-15 23:41:12,554 - mmaction - INFO - Epoch [3][160/3842] lr: 6.755e-02, eta: 12:04:02, time: 1.408, data_time: 0.001, memory: 10738, loss_action_cls: 0.0743, recall@thr=0.5: 0.6576, prec@thr=0.5: 0.7530, recall@top3: 0.7720, prec@top3: 0.6384, recall@top5: 0.9155, prec@top5: 0.4637, loss: 0.0743, grad_norm: 0.2148 2021-04-15 23:41:40,682 - mmaction - INFO - Epoch [3][180/3842] lr: 6.751e-02, eta: 12:03:33, time: 1.406, data_time: 0.002, memory: 10738, loss_action_cls: 0.0708, recall@thr=0.5: 0.6736, prec@thr=0.5: 0.7588, recall@top3: 0.7830, prec@top3: 0.6534, recall@top5: 0.9201, prec@top5: 0.4721, loss: 0.0708, grad_norm: 0.2102 2021-04-15 23:42:09,670 - mmaction - INFO - Epoch [3][200/3842] lr: 6.748e-02, eta: 12:03:06, time: 1.450, data_time: 0.001, memory: 10738, loss_action_cls: 0.0703, recall@thr=0.5: 0.6805, prec@thr=0.5: 0.7587, recall@top3: 0.7824, prec@top3: 0.6622, recall@top5: 0.9191, prec@top5: 0.4764, loss: 0.0703, grad_norm: 0.2244 2021-04-15 23:42:39,370 - mmaction - INFO - Epoch [3][220/3842] lr: 6.744e-02, eta: 12:02:43, time: 1.485, data_time: 0.001, memory: 10738, loss_action_cls: 0.0727, recall@thr=0.5: 0.6464, prec@thr=0.5: 0.7476, recall@top3: 0.7645, prec@top3: 0.6408, recall@top5: 0.9107, prec@top5: 0.4683, loss: 0.0727, grad_norm: 0.2152 2021-04-15 23:43:08,826 - mmaction - INFO - Epoch [3][240/3842] lr: 6.740e-02, eta: 12:02:19, time: 1.473, data_time: 0.002, memory: 10738, loss_action_cls: 0.0727, recall@thr=0.5: 0.6644, prec@thr=0.5: 0.7441, recall@top3: 0.7703, prec@top3: 0.6477, recall@top5: 0.9089, prec@top5: 0.4683, loss: 0.0727, grad_norm: 0.2142 2021-04-15 23:43:39,467 - mmaction - INFO - Epoch [3][260/3842] lr: 6.736e-02, eta: 12:01:59, time: 1.533, data_time: 0.001, memory: 10738, loss_action_cls: 0.0731, recall@thr=0.5: 0.6575, prec@thr=0.5: 0.7321, recall@top3: 0.7677, prec@top3: 0.6386, recall@top5: 0.9136, prec@top5: 0.4657, loss: 0.0731, grad_norm: 0.2201 2021-04-15 23:44:07,609 - mmaction - INFO - Epoch [3][280/3842] lr: 6.733e-02, eta: 12:01:29, time: 1.407, data_time: 0.001, memory: 10738, loss_action_cls: 0.0710, recall@thr=0.5: 0.6673, prec@thr=0.5: 0.7466, recall@top3: 0.7865, prec@top3: 0.6560, recall@top5: 0.9170, prec@top5: 0.4687, loss: 0.0710, grad_norm: 0.2124 2021-04-15 23:44:36,374 - mmaction - INFO - Epoch [3][300/3842] lr: 6.729e-02, eta: 12:01:02, time: 1.438, data_time: 0.006, memory: 10738, loss_action_cls: 0.0715, recall@thr=0.5: 0.6644, prec@thr=0.5: 0.7486, recall@top3: 0.7824, prec@top3: 0.6506, recall@top5: 0.9175, prec@top5: 0.4699, loss: 0.0715, grad_norm: 0.2113 2021-04-15 23:45:06,306 - mmaction - INFO - Epoch [3][320/3842] lr: 6.725e-02, eta: 12:00:39, time: 1.496, data_time: 0.001, memory: 10738, loss_action_cls: 0.0710, recall@thr=0.5: 0.6586, prec@thr=0.5: 0.7444, recall@top3: 0.7812, prec@top3: 0.6366, recall@top5: 0.9148, prec@top5: 0.4586, loss: 0.0710, grad_norm: 0.2190 2021-04-15 23:45:33,707 - mmaction - INFO - Epoch [3][340/3842] lr: 6.722e-02, eta: 12:00:07, time: 1.371, data_time: 0.002, memory: 10738, loss_action_cls: 0.0733, recall@thr=0.5: 0.6548, prec@thr=0.5: 0.7561, recall@top3: 0.7624, prec@top3: 0.6435, recall@top5: 0.9096, prec@top5: 0.4704, loss: 0.0733, grad_norm: 0.2123 2021-04-15 23:46:02,119 - mmaction - INFO - Epoch [3][360/3842] lr: 6.718e-02, eta: 11:59:38, time: 1.420, data_time: 0.100, memory: 10738, loss_action_cls: 0.0769, recall@thr=0.5: 0.6478, prec@thr=0.5: 0.7391, recall@top3: 0.7449, prec@top3: 0.6363, recall@top5: 0.8968, prec@top5: 0.4698, loss: 0.0769, grad_norm: 0.2143 2021-04-15 23:46:31,289 - mmaction - INFO - Epoch [3][380/3842] lr: 6.714e-02, eta: 11:59:13, time: 1.460, data_time: 0.110, memory: 10738, loss_action_cls: 0.0736, recall@thr=0.5: 0.6612, prec@thr=0.5: 0.7397, recall@top3: 0.7721, prec@top3: 0.6492, recall@top5: 0.9117, prec@top5: 0.4706, loss: 0.0736, grad_norm: 0.1997 2021-04-15 23:46:57,697 - mmaction - INFO - Epoch [3][400/3842] lr: 6.710e-02, eta: 11:58:37, time: 1.321, data_time: 0.001, memory: 10738, loss_action_cls: 0.0735, recall@thr=0.5: 0.6486, prec@thr=0.5: 0.7392, recall@top3: 0.7687, prec@top3: 0.6430, recall@top5: 0.9054, prec@top5: 0.4674, loss: 0.0735, grad_norm: 0.2176 2021-04-15 23:47:26,724 - mmaction - INFO - Epoch [3][420/3842] lr: 6.707e-02, eta: 11:58:11, time: 1.451, data_time: 0.007, memory: 10738, loss_action_cls: 0.0718, recall@thr=0.5: 0.6738, prec@thr=0.5: 0.7596, recall@top3: 0.7795, prec@top3: 0.6716, recall@top5: 0.9195, prec@top5: 0.4858, loss: 0.0718, grad_norm: 0.2136 2021-04-15 23:47:53,866 - mmaction - INFO - Epoch [3][440/3842] lr: 6.703e-02, eta: 11:57:37, time: 1.357, data_time: 0.005, memory: 10738, loss_action_cls: 0.0749, recall@thr=0.5: 0.6796, prec@thr=0.5: 0.7549, recall@top3: 0.7744, prec@top3: 0.6488, recall@top5: 0.9061, prec@top5: 0.4666, loss: 0.0749, grad_norm: 0.2196 2021-04-15 23:48:21,848 - mmaction - INFO - Epoch [3][460/3842] lr: 6.699e-02, eta: 11:57:07, time: 1.399, data_time: 0.105, memory: 10738, loss_action_cls: 0.0700, recall@thr=0.5: 0.6652, prec@thr=0.5: 0.7573, recall@top3: 0.7810, prec@top3: 0.6518, recall@top5: 0.9226, prec@top5: 0.4720, loss: 0.0700, grad_norm: 0.2116 2021-04-15 23:48:49,756 - mmaction - INFO - Epoch [3][480/3842] lr: 6.695e-02, eta: 11:56:37, time: 1.395, data_time: 0.001, memory: 10738, loss_action_cls: 0.0713, recall@thr=0.5: 0.6573, prec@thr=0.5: 0.7503, recall@top3: 0.7710, prec@top3: 0.6436, recall@top5: 0.9050, prec@top5: 0.4661, loss: 0.0713, grad_norm: 0.2178 2021-04-15 23:49:16,200 - mmaction - INFO - Epoch [3][500/3842] lr: 6.691e-02, eta: 11:56:01, time: 1.321, data_time: 0.036, memory: 10738, loss_action_cls: 0.0706, recall@thr=0.5: 0.6606, prec@thr=0.5: 0.7528, recall@top3: 0.7790, prec@top3: 0.6517, recall@top5: 0.9236, prec@top5: 0.4743, loss: 0.0706, grad_norm: 0.2200 2021-04-15 23:49:44,214 - mmaction - INFO - Epoch [3][520/3842] lr: 6.688e-02, eta: 11:55:31, time: 1.402, data_time: 0.055, memory: 10738, loss_action_cls: 0.0745, recall@thr=0.5: 0.6519, prec@thr=0.5: 0.7395, recall@top3: 0.7601, prec@top3: 0.6413, recall@top5: 0.9070, prec@top5: 0.4717, loss: 0.0745, grad_norm: 0.2245 2021-04-15 23:50:13,150 - mmaction - INFO - Epoch [3][540/3842] lr: 6.684e-02, eta: 11:55:05, time: 1.447, data_time: 0.235, memory: 10738, loss_action_cls: 0.0714, recall@thr=0.5: 0.6543, prec@thr=0.5: 0.7463, recall@top3: 0.7734, prec@top3: 0.6401, recall@top5: 0.9118, prec@top5: 0.4634, loss: 0.0714, grad_norm: 0.1994 2021-04-15 23:50:41,356 - mmaction - INFO - Epoch [3][560/3842] lr: 6.680e-02, eta: 11:54:36, time: 1.409, data_time: 0.001, memory: 10738, loss_action_cls: 0.0700, recall@thr=0.5: 0.6807, prec@thr=0.5: 0.7628, recall@top3: 0.7854, prec@top3: 0.6609, recall@top5: 0.9202, prec@top5: 0.4740, loss: 0.0700, grad_norm: 0.2104 2021-04-15 23:51:08,288 - mmaction - INFO - Epoch [3][580/3842] lr: 6.676e-02, eta: 11:54:02, time: 1.348, data_time: 0.002, memory: 10738, loss_action_cls: 0.0714, recall@thr=0.5: 0.6563, prec@thr=0.5: 0.7416, recall@top3: 0.7742, prec@top3: 0.6530, recall@top5: 0.9093, prec@top5: 0.4698, loss: 0.0714, grad_norm: 0.2173 2021-04-15 23:51:36,789 - mmaction - INFO - Epoch [3][600/3842] lr: 6.672e-02, eta: 11:53:34, time: 1.424, data_time: 0.001, memory: 10738, loss_action_cls: 0.0711, recall@thr=0.5: 0.6488, prec@thr=0.5: 0.7392, recall@top3: 0.7662, prec@top3: 0.6375, recall@top5: 0.9070, prec@top5: 0.4632, loss: 0.0711, grad_norm: 0.2215 2021-04-15 23:52:06,717 - mmaction - INFO - Epoch [3][620/3842] lr: 6.668e-02, eta: 11:53:11, time: 1.497, data_time: 0.256, memory: 10738, loss_action_cls: 0.0695, recall@thr=0.5: 0.6817, prec@thr=0.5: 0.7651, recall@top3: 0.7864, prec@top3: 0.6568, recall@top5: 0.9182, prec@top5: 0.4713, loss: 0.0695, grad_norm: 0.2186 2021-04-15 23:52:35,304 - mmaction - INFO - Epoch [3][640/3842] lr: 6.665e-02, eta: 11:52:43, time: 1.430, data_time: 0.001, memory: 10738, loss_action_cls: 0.0710, recall@thr=0.5: 0.6608, prec@thr=0.5: 0.7518, recall@top3: 0.7734, prec@top3: 0.6474, recall@top5: 0.9077, prec@top5: 0.4658, loss: 0.0710, grad_norm: 0.2065 2021-04-15 23:53:02,822 - mmaction - INFO - Epoch [3][660/3842] lr: 6.661e-02, eta: 11:52:11, time: 1.376, data_time: 0.001, memory: 10738, loss_action_cls: 0.0707, recall@thr=0.5: 0.6717, prec@thr=0.5: 0.7461, recall@top3: 0.7775, prec@top3: 0.6390, recall@top5: 0.9155, prec@top5: 0.4627, loss: 0.0707, grad_norm: 0.2120 2021-04-15 23:53:30,022 - mmaction - INFO - Epoch [3][680/3842] lr: 6.657e-02, eta: 11:51:38, time: 1.359, data_time: 0.044, memory: 10738, loss_action_cls: 0.0699, recall@thr=0.5: 0.6687, prec@thr=0.5: 0.7555, recall@top3: 0.7811, prec@top3: 0.6613, recall@top5: 0.9135, prec@top5: 0.4737, loss: 0.0699, grad_norm: 0.2144 2021-04-15 23:53:58,127 - mmaction - INFO - Epoch [3][700/3842] lr: 6.653e-02, eta: 11:51:09, time: 1.406, data_time: 0.002, memory: 10738, loss_action_cls: 0.0703, recall@thr=0.5: 0.6675, prec@thr=0.5: 0.7451, recall@top3: 0.7769, prec@top3: 0.6462, recall@top5: 0.9216, prec@top5: 0.4704, loss: 0.0703, grad_norm: 0.2184 2021-04-15 23:54:25,900 - mmaction - INFO - Epoch [3][720/3842] lr: 6.649e-02, eta: 11:50:38, time: 1.387, data_time: 0.002, memory: 10738, loss_action_cls: 0.0696, recall@thr=0.5: 0.6645, prec@thr=0.5: 0.7593, recall@top3: 0.7823, prec@top3: 0.6505, recall@top5: 0.9151, prec@top5: 0.4677, loss: 0.0696, grad_norm: 0.2145 2021-04-15 23:54:55,214 - mmaction - INFO - Epoch [3][740/3842] lr: 6.645e-02, eta: 11:50:13, time: 1.468, data_time: 0.003, memory: 10738, loss_action_cls: 0.0704, recall@thr=0.5: 0.6897, prec@thr=0.5: 0.7647, recall@top3: 0.7788, prec@top3: 0.6605, recall@top5: 0.9161, prec@top5: 0.4787, loss: 0.0704, grad_norm: 0.2089 2021-04-15 23:55:23,736 - mmaction - INFO - Epoch [3][760/3842] lr: 6.641e-02, eta: 11:49:45, time: 1.426, data_time: 0.027, memory: 10738, loss_action_cls: 0.0696, recall@thr=0.5: 0.6671, prec@thr=0.5: 0.7521, recall@top3: 0.7788, prec@top3: 0.6582, recall@top5: 0.9108, prec@top5: 0.4718, loss: 0.0696, grad_norm: 0.2219 2021-04-15 23:55:53,707 - mmaction - INFO - Epoch [3][780/3842] lr: 6.637e-02, eta: 11:49:22, time: 1.499, data_time: 0.001, memory: 10738, loss_action_cls: 0.0737, recall@thr=0.5: 0.6633, prec@thr=0.5: 0.7407, recall@top3: 0.7721, prec@top3: 0.6450, recall@top5: 0.9075, prec@top5: 0.4654, loss: 0.0737, grad_norm: 0.2069 2021-04-15 23:56:23,233 - mmaction - INFO - Epoch [3][800/3842] lr: 6.633e-02, eta: 11:48:58, time: 1.476, data_time: 0.001, memory: 10738, loss_action_cls: 0.0679, recall@thr=0.5: 0.6887, prec@thr=0.5: 0.7679, recall@top3: 0.7907, prec@top3: 0.6710, recall@top5: 0.9183, prec@top5: 0.4805, loss: 0.0679, grad_norm: 0.2102 2021-04-15 23:56:54,028 - mmaction - INFO - Epoch [3][820/3842] lr: 6.630e-02, eta: 11:48:38, time: 1.540, data_time: 0.021, memory: 10738, loss_action_cls: 0.0746, recall@thr=0.5: 0.6358, prec@thr=0.5: 0.7406, recall@top3: 0.7631, prec@top3: 0.6332, recall@top5: 0.8966, prec@top5: 0.4569, loss: 0.0746, grad_norm: 0.2318 2021-04-15 23:57:21,359 - mmaction - INFO - Epoch [3][840/3842] lr: 6.626e-02, eta: 11:48:05, time: 1.366, data_time: 0.001, memory: 10738, loss_action_cls: 0.0707, recall@thr=0.5: 0.6642, prec@thr=0.5: 0.7494, recall@top3: 0.7749, prec@top3: 0.6380, recall@top5: 0.9198, prec@top5: 0.4650, loss: 0.0707, grad_norm: 0.2096 2021-04-15 23:57:49,606 - mmaction - INFO - Epoch [3][860/3842] lr: 6.622e-02, eta: 11:47:36, time: 1.413, data_time: 0.048, memory: 10738, loss_action_cls: 0.0705, recall@thr=0.5: 0.6754, prec@thr=0.5: 0.7513, recall@top3: 0.7682, prec@top3: 0.6564, recall@top5: 0.9118, prec@top5: 0.4800, loss: 0.0705, grad_norm: 0.2226 2021-04-15 23:58:17,660 - mmaction - INFO - Epoch [3][880/3842] lr: 6.618e-02, eta: 11:47:07, time: 1.403, data_time: 0.181, memory: 10738, loss_action_cls: 0.0732, recall@thr=0.5: 0.6629, prec@thr=0.5: 0.7430, recall@top3: 0.7675, prec@top3: 0.6412, recall@top5: 0.9121, prec@top5: 0.4678, loss: 0.0732, grad_norm: 0.2198 2021-04-15 23:58:46,198 - mmaction - INFO - Epoch [3][900/3842] lr: 6.614e-02, eta: 11:46:39, time: 1.427, data_time: 0.010, memory: 10738, loss_action_cls: 0.0721, recall@thr=0.5: 0.6528, prec@thr=0.5: 0.7496, recall@top3: 0.7712, prec@top3: 0.6442, recall@top5: 0.9056, prec@top5: 0.4636, loss: 0.0721, grad_norm: 0.2121 2021-04-15 23:59:13,259 - mmaction - INFO - Epoch [3][920/3842] lr: 6.610e-02, eta: 11:46:05, time: 1.353, data_time: 0.001, memory: 10738, loss_action_cls: 0.0714, recall@thr=0.5: 0.6622, prec@thr=0.5: 0.7517, recall@top3: 0.7738, prec@top3: 0.6506, recall@top5: 0.9137, prec@top5: 0.4716, loss: 0.0714, grad_norm: 0.2090 2021-04-15 23:59:41,021 - mmaction - INFO - Epoch [3][940/3842] lr: 6.606e-02, eta: 11:45:35, time: 1.387, data_time: 0.001, memory: 10738, loss_action_cls: 0.0711, recall@thr=0.5: 0.6537, prec@thr=0.5: 0.7556, recall@top3: 0.7653, prec@top3: 0.6317, recall@top5: 0.9074, prec@top5: 0.4610, loss: 0.0711, grad_norm: 0.2193 2021-04-16 00:00:09,175 - mmaction - INFO - Epoch [3][960/3842] lr: 6.602e-02, eta: 11:45:05, time: 1.408, data_time: 0.091, memory: 10738, loss_action_cls: 0.0711, recall@thr=0.5: 0.6614, prec@thr=0.5: 0.7410, recall@top3: 0.7705, prec@top3: 0.6502, recall@top5: 0.9174, prec@top5: 0.4763, loss: 0.0711, grad_norm: 0.2093 2021-04-16 00:00:37,573 - mmaction - INFO - Epoch [3][980/3842] lr: 6.598e-02, eta: 11:44:37, time: 1.419, data_time: 0.035, memory: 10738, loss_action_cls: 0.0728, recall@thr=0.5: 0.6431, prec@thr=0.5: 0.7346, recall@top3: 0.7669, prec@top3: 0.6341, recall@top5: 0.9067, prec@top5: 0.4607, loss: 0.0728, grad_norm: 0.2161 2021-04-16 00:01:05,358 - mmaction - INFO - Epoch [3][1000/3842] lr: 6.594e-02, eta: 11:44:06, time: 1.389, data_time: 0.093, memory: 10738, loss_action_cls: 0.0681, recall@thr=0.5: 0.6826, prec@thr=0.5: 0.7558, recall@top3: 0.7782, prec@top3: 0.6552, recall@top5: 0.9206, prec@top5: 0.4779, loss: 0.0681, grad_norm: 0.2219 2021-04-16 00:01:34,464 - mmaction - INFO - Epoch [3][1020/3842] lr: 6.590e-02, eta: 11:43:40, time: 1.455, data_time: 0.002, memory: 10738, loss_action_cls: 0.0714, recall@thr=0.5: 0.6621, prec@thr=0.5: 0.7614, recall@top3: 0.7776, prec@top3: 0.6619, recall@top5: 0.9156, prec@top5: 0.4792, loss: 0.0714, grad_norm: 0.2211 2021-04-16 00:02:01,983 - mmaction - INFO - Epoch [3][1040/3842] lr: 6.586e-02, eta: 11:43:09, time: 1.377, data_time: 0.125, memory: 10738, loss_action_cls: 0.0709, recall@thr=0.5: 0.6734, prec@thr=0.5: 0.7533, recall@top3: 0.7829, prec@top3: 0.6611, recall@top5: 0.9099, prec@top5: 0.4705, loss: 0.0709, grad_norm: 0.2034 2021-04-16 00:02:32,160 - mmaction - INFO - Epoch [3][1060/3842] lr: 6.582e-02, eta: 11:42:46, time: 1.506, data_time: 0.001, memory: 10738, loss_action_cls: 0.0724, recall@thr=0.5: 0.6555, prec@thr=0.5: 0.7378, recall@top3: 0.7663, prec@top3: 0.6423, recall@top5: 0.9101, prec@top5: 0.4670, loss: 0.0724, grad_norm: 0.2263 2021-04-16 00:03:00,711 - mmaction - INFO - Epoch [3][1080/3842] lr: 6.578e-02, eta: 11:42:18, time: 1.429, data_time: 0.004, memory: 10738, loss_action_cls: 0.0716, recall@thr=0.5: 0.6506, prec@thr=0.5: 0.7476, recall@top3: 0.7701, prec@top3: 0.6537, recall@top5: 0.9177, prec@top5: 0.4774, loss: 0.0716, grad_norm: 0.2077 2021-04-16 00:03:29,350 - mmaction - INFO - Epoch [3][1100/3842] lr: 6.574e-02, eta: 11:41:51, time: 1.433, data_time: 0.002, memory: 10738, loss_action_cls: 0.0690, recall@thr=0.5: 0.6821, prec@thr=0.5: 0.7539, recall@top3: 0.7723, prec@top3: 0.6508, recall@top5: 0.9168, prec@top5: 0.4747, loss: 0.0690, grad_norm: 0.2135 2021-04-16 00:03:58,407 - mmaction - INFO - Epoch [3][1120/3842] lr: 6.570e-02, eta: 11:41:25, time: 1.453, data_time: 0.153, memory: 10738, loss_action_cls: 0.0689, recall@thr=0.5: 0.6759, prec@thr=0.5: 0.7614, recall@top3: 0.7787, prec@top3: 0.6454, recall@top5: 0.9120, prec@top5: 0.4650, loss: 0.0689, grad_norm: 0.2152 2021-04-16 00:04:25,783 - mmaction - INFO - Epoch [3][1140/3842] lr: 6.566e-02, eta: 11:40:52, time: 1.367, data_time: 0.001, memory: 10738, loss_action_cls: 0.0710, recall@thr=0.5: 0.6632, prec@thr=0.5: 0.7503, recall@top3: 0.7776, prec@top3: 0.6548, recall@top5: 0.9135, prec@top5: 0.4719, loss: 0.0710, grad_norm: 0.2140 2021-04-16 00:04:54,046 - mmaction - INFO - Epoch [3][1160/3842] lr: 6.562e-02, eta: 11:40:24, time: 1.415, data_time: 0.002, memory: 10738, loss_action_cls: 0.0698, recall@thr=0.5: 0.6667, prec@thr=0.5: 0.7517, recall@top3: 0.7743, prec@top3: 0.6505, recall@top5: 0.9146, prec@top5: 0.4728, loss: 0.0698, grad_norm: 0.2238 2021-04-16 00:05:22,730 - mmaction - INFO - Epoch [3][1180/3842] lr: 6.558e-02, eta: 11:39:56, time: 1.434, data_time: 0.001, memory: 10738, loss_action_cls: 0.0719, recall@thr=0.5: 0.6679, prec@thr=0.5: 0.7480, recall@top3: 0.7684, prec@top3: 0.6402, recall@top5: 0.9103, prec@top5: 0.4661, loss: 0.0719, grad_norm: 0.2200 2021-04-16 00:05:49,907 - mmaction - INFO - Epoch [3][1200/3842] lr: 6.553e-02, eta: 11:39:23, time: 1.357, data_time: 0.001, memory: 10738, loss_action_cls: 0.0704, recall@thr=0.5: 0.6476, prec@thr=0.5: 0.7412, recall@top3: 0.7698, prec@top3: 0.6513, recall@top5: 0.9083, prec@top5: 0.4693, loss: 0.0704, grad_norm: 0.2159 2021-04-16 00:06:20,471 - mmaction - INFO - Epoch [3][1220/3842] lr: 6.549e-02, eta: 11:39:02, time: 1.529, data_time: 0.002, memory: 10738, loss_action_cls: 0.0720, recall@thr=0.5: 0.6507, prec@thr=0.5: 0.7515, recall@top3: 0.7745, prec@top3: 0.6497, recall@top5: 0.9147, prec@top5: 0.4708, loss: 0.0720, grad_norm: 0.2061 2021-04-16 00:06:49,670 - mmaction - INFO - Epoch [3][1240/3842] lr: 6.545e-02, eta: 11:38:36, time: 1.460, data_time: 0.001, memory: 10738, loss_action_cls: 0.0690, recall@thr=0.5: 0.6789, prec@thr=0.5: 0.7573, recall@top3: 0.7796, prec@top3: 0.6576, recall@top5: 0.9145, prec@top5: 0.4748, loss: 0.0690, grad_norm: 0.2164 2021-04-16 00:07:15,424 - mmaction - INFO - Epoch [3][1260/3842] lr: 6.541e-02, eta: 11:37:59, time: 1.286, data_time: 0.001, memory: 10738, loss_action_cls: 0.0698, recall@thr=0.5: 0.6609, prec@thr=0.5: 0.7501, recall@top3: 0.7747, prec@top3: 0.6491, recall@top5: 0.9085, prec@top5: 0.4674, loss: 0.0698, grad_norm: 0.2180 2021-04-16 00:07:43,125 - mmaction - INFO - Epoch [3][1280/3842] lr: 6.537e-02, eta: 11:37:28, time: 1.387, data_time: 0.002, memory: 10738, loss_action_cls: 0.0674, recall@thr=0.5: 0.6814, prec@thr=0.5: 0.7638, recall@top3: 0.7861, prec@top3: 0.6499, recall@top5: 0.9246, prec@top5: 0.4698, loss: 0.0674, grad_norm: 0.2146 2021-04-16 00:08:11,943 - mmaction - INFO - Epoch [3][1300/3842] lr: 6.533e-02, eta: 11:37:01, time: 1.441, data_time: 0.001, memory: 10738, loss_action_cls: 0.0703, recall@thr=0.5: 0.6846, prec@thr=0.5: 0.7647, recall@top3: 0.7699, prec@top3: 0.6626, recall@top5: 0.9107, prec@top5: 0.4807, loss: 0.0703, grad_norm: 0.2104 2021-04-16 00:08:39,817 - mmaction - INFO - Epoch [3][1320/3842] lr: 6.529e-02, eta: 11:36:31, time: 1.393, data_time: 0.001, memory: 10738, loss_action_cls: 0.0725, recall@thr=0.5: 0.6476, prec@thr=0.5: 0.7393, recall@top3: 0.7739, prec@top3: 0.6414, recall@top5: 0.9087, prec@top5: 0.4610, loss: 0.0725, grad_norm: 0.2191 2021-04-16 00:09:08,622 - mmaction - INFO - Epoch [3][1340/3842] lr: 6.525e-02, eta: 11:36:04, time: 1.439, data_time: 0.001, memory: 10738, loss_action_cls: 0.0719, recall@thr=0.5: 0.6625, prec@thr=0.5: 0.7480, recall@top3: 0.7744, prec@top3: 0.6606, recall@top5: 0.9162, prec@top5: 0.4792, loss: 0.0719, grad_norm: 0.2073 2021-04-16 00:09:36,719 - mmaction - INFO - Epoch [3][1360/3842] lr: 6.521e-02, eta: 11:35:35, time: 1.406, data_time: 0.002, memory: 10738, loss_action_cls: 0.0724, recall@thr=0.5: 0.6549, prec@thr=0.5: 0.7459, recall@top3: 0.7653, prec@top3: 0.6484, recall@top5: 0.9030, prec@top5: 0.4693, loss: 0.0724, grad_norm: 0.2213 2021-04-16 00:10:04,664 - mmaction - INFO - Epoch [3][1380/3842] lr: 6.517e-02, eta: 11:35:05, time: 1.398, data_time: 0.001, memory: 10738, loss_action_cls: 0.0700, recall@thr=0.5: 0.6640, prec@thr=0.5: 0.7564, recall@top3: 0.7823, prec@top3: 0.6453, recall@top5: 0.9176, prec@top5: 0.4650, loss: 0.0700, grad_norm: 0.2102 2021-04-16 00:10:32,588 - mmaction - INFO - Epoch [3][1400/3842] lr: 6.512e-02, eta: 11:34:35, time: 1.396, data_time: 0.001, memory: 10738, loss_action_cls: 0.0707, recall@thr=0.5: 0.6752, prec@thr=0.5: 0.7510, recall@top3: 0.7710, prec@top3: 0.6511, recall@top5: 0.9136, prec@top5: 0.4743, loss: 0.0707, grad_norm: 0.2160 2021-04-16 00:11:02,722 - mmaction - INFO - Epoch [3][1420/3842] lr: 6.508e-02, eta: 11:34:12, time: 1.507, data_time: 0.001, memory: 10738, loss_action_cls: 0.0709, recall@thr=0.5: 0.6702, prec@thr=0.5: 0.7648, recall@top3: 0.7820, prec@top3: 0.6597, recall@top5: 0.9152, prec@top5: 0.4736, loss: 0.0709, grad_norm: 0.2078 2021-04-16 00:11:32,169 - mmaction - INFO - Epoch [3][1440/3842] lr: 6.504e-02, eta: 11:33:47, time: 1.473, data_time: 0.001, memory: 10738, loss_action_cls: 0.0686, recall@thr=0.5: 0.6894, prec@thr=0.5: 0.7600, recall@top3: 0.7801, prec@top3: 0.6664, recall@top5: 0.9142, prec@top5: 0.4801, loss: 0.0686, grad_norm: 0.2142 2021-04-16 00:12:00,077 - mmaction - INFO - Epoch [3][1460/3842] lr: 6.500e-02, eta: 11:33:17, time: 1.395, data_time: 0.001, memory: 10738, loss_action_cls: 0.0693, recall@thr=0.5: 0.6696, prec@thr=0.5: 0.7515, recall@top3: 0.7676, prec@top3: 0.6528, recall@top5: 0.9193, prec@top5: 0.4800, loss: 0.0693, grad_norm: 0.2168 2021-04-16 00:12:26,863 - mmaction - INFO - Epoch [3][1480/3842] lr: 6.496e-02, eta: 11:32:43, time: 1.338, data_time: 0.001, memory: 10738, loss_action_cls: 0.0700, recall@thr=0.5: 0.6665, prec@thr=0.5: 0.7493, recall@top3: 0.7700, prec@top3: 0.6473, recall@top5: 0.9137, prec@top5: 0.4702, loss: 0.0700, grad_norm: 0.2179 2021-04-16 00:12:54,409 - mmaction - INFO - Epoch [3][1500/3842] lr: 6.492e-02, eta: 11:32:12, time: 1.378, data_time: 0.033, memory: 10738, loss_action_cls: 0.0683, recall@thr=0.5: 0.6654, prec@thr=0.5: 0.7574, recall@top3: 0.7837, prec@top3: 0.6439, recall@top5: 0.9184, prec@top5: 0.4651, loss: 0.0683, grad_norm: 0.2107 2021-04-16 00:13:21,835 - mmaction - INFO - Epoch [3][1520/3842] lr: 6.487e-02, eta: 11:31:40, time: 1.372, data_time: 0.092, memory: 10738, loss_action_cls: 0.0680, recall@thr=0.5: 0.6804, prec@thr=0.5: 0.7629, recall@top3: 0.7895, prec@top3: 0.6524, recall@top5: 0.9220, prec@top5: 0.4673, loss: 0.0680, grad_norm: 0.2125 2021-04-16 00:13:49,503 - mmaction - INFO - Epoch [3][1540/3842] lr: 6.483e-02, eta: 11:31:10, time: 1.383, data_time: 0.001, memory: 10738, loss_action_cls: 0.0687, recall@thr=0.5: 0.6635, prec@thr=0.5: 0.7550, recall@top3: 0.7804, prec@top3: 0.6603, recall@top5: 0.9191, prec@top5: 0.4777, loss: 0.0687, grad_norm: 0.2185 2021-04-16 00:14:17,262 - mmaction - INFO - Epoch [3][1560/3842] lr: 6.479e-02, eta: 11:30:39, time: 1.388, data_time: 0.002, memory: 10738, loss_action_cls: 0.0707, recall@thr=0.5: 0.6690, prec@thr=0.5: 0.7549, recall@top3: 0.7752, prec@top3: 0.6572, recall@top5: 0.9125, prec@top5: 0.4733, loss: 0.0707, grad_norm: 0.1993 2021-04-16 00:14:46,747 - mmaction - INFO - Epoch [3][1580/3842] lr: 6.475e-02, eta: 11:30:14, time: 1.475, data_time: 0.001, memory: 10738, loss_action_cls: 0.0668, recall@thr=0.5: 0.6896, prec@thr=0.5: 0.7626, recall@top3: 0.7885, prec@top3: 0.6554, recall@top5: 0.9207, prec@top5: 0.4702, loss: 0.0668, grad_norm: 0.2104 2021-04-16 00:15:14,508 - mmaction - INFO - Epoch [3][1600/3842] lr: 6.471e-02, eta: 11:29:44, time: 1.387, data_time: 0.070, memory: 10738, loss_action_cls: 0.0695, recall@thr=0.5: 0.6602, prec@thr=0.5: 0.7545, recall@top3: 0.7779, prec@top3: 0.6465, recall@top5: 0.9149, prec@top5: 0.4669, loss: 0.0695, grad_norm: 0.2040 2021-04-16 00:15:44,960 - mmaction - INFO - Epoch [3][1620/3842] lr: 6.466e-02, eta: 11:29:22, time: 1.523, data_time: 0.001, memory: 10738, loss_action_cls: 0.0706, recall@thr=0.5: 0.6673, prec@thr=0.5: 0.7611, recall@top3: 0.7749, prec@top3: 0.6531, recall@top5: 0.9185, prec@top5: 0.4759, loss: 0.0706, grad_norm: 0.2144 2021-04-16 00:16:12,209 - mmaction - INFO - Epoch [3][1640/3842] lr: 6.462e-02, eta: 11:28:50, time: 1.362, data_time: 0.001, memory: 10738, loss_action_cls: 0.0679, recall@thr=0.5: 0.6724, prec@thr=0.5: 0.7496, recall@top3: 0.7783, prec@top3: 0.6469, recall@top5: 0.9113, prec@top5: 0.4660, loss: 0.0679, grad_norm: 0.2141 2021-04-16 00:16:40,352 - mmaction - INFO - Epoch [3][1660/3842] lr: 6.458e-02, eta: 11:28:20, time: 1.407, data_time: 0.049, memory: 10738, loss_action_cls: 0.0699, recall@thr=0.5: 0.6660, prec@thr=0.5: 0.7606, recall@top3: 0.7836, prec@top3: 0.6444, recall@top5: 0.9148, prec@top5: 0.4644, loss: 0.0699, grad_norm: 0.2186 2021-04-16 00:17:08,998 - mmaction - INFO - Epoch [3][1680/3842] lr: 6.454e-02, eta: 11:27:53, time: 1.433, data_time: 0.001, memory: 10738, loss_action_cls: 0.0707, recall@thr=0.5: 0.6655, prec@thr=0.5: 0.7356, recall@top3: 0.7673, prec@top3: 0.6395, recall@top5: 0.9027, prec@top5: 0.4610, loss: 0.0707, grad_norm: 0.2142 2021-04-16 00:17:37,387 - mmaction - INFO - Epoch [3][1700/3842] lr: 6.449e-02, eta: 11:27:24, time: 1.419, data_time: 0.061, memory: 10738, loss_action_cls: 0.0703, recall@thr=0.5: 0.6608, prec@thr=0.5: 0.7580, recall@top3: 0.7730, prec@top3: 0.6479, recall@top5: 0.9108, prec@top5: 0.4690, loss: 0.0703, grad_norm: 0.2154 2021-04-16 00:18:03,732 - mmaction - INFO - Epoch [3][1720/3842] lr: 6.445e-02, eta: 11:26:49, time: 1.317, data_time: 0.079, memory: 10738, loss_action_cls: 0.0716, recall@thr=0.5: 0.6496, prec@thr=0.5: 0.7320, recall@top3: 0.7642, prec@top3: 0.6440, recall@top5: 0.9072, prec@top5: 0.4699, loss: 0.0716, grad_norm: 0.2223 2021-04-16 00:18:32,338 - mmaction - INFO - Epoch [3][1740/3842] lr: 6.441e-02, eta: 11:26:21, time: 1.428, data_time: 0.001, memory: 10738, loss_action_cls: 0.0675, recall@thr=0.5: 0.6779, prec@thr=0.5: 0.7678, recall@top3: 0.7933, prec@top3: 0.6534, recall@top5: 0.9197, prec@top5: 0.4657, loss: 0.0675, grad_norm: 0.2122 2021-04-16 00:18:59,167 - mmaction - INFO - Epoch [3][1760/3842] lr: 6.437e-02, eta: 11:25:48, time: 1.344, data_time: 0.003, memory: 10738, loss_action_cls: 0.0674, recall@thr=0.5: 0.6683, prec@thr=0.5: 0.7543, recall@top3: 0.7809, prec@top3: 0.6505, recall@top5: 0.9178, prec@top5: 0.4699, loss: 0.0674, grad_norm: 0.2150 2021-04-16 00:19:26,434 - mmaction - INFO - Epoch [3][1780/3842] lr: 6.432e-02, eta: 11:25:16, time: 1.362, data_time: 0.001, memory: 10738, loss_action_cls: 0.0715, recall@thr=0.5: 0.6645, prec@thr=0.5: 0.7453, recall@top3: 0.7746, prec@top3: 0.6445, recall@top5: 0.9046, prec@top5: 0.4634, loss: 0.0715, grad_norm: 0.2244 2021-04-16 00:19:54,377 - mmaction - INFO - Epoch [3][1800/3842] lr: 6.428e-02, eta: 11:24:47, time: 1.398, data_time: 0.060, memory: 10738, loss_action_cls: 0.0704, recall@thr=0.5: 0.6560, prec@thr=0.5: 0.7539, recall@top3: 0.7751, prec@top3: 0.6367, recall@top5: 0.9156, prec@top5: 0.4625, loss: 0.0704, grad_norm: 0.2227 2021-04-16 00:20:22,738 - mmaction - INFO - Epoch [3][1820/3842] lr: 6.424e-02, eta: 11:24:18, time: 1.418, data_time: 0.007, memory: 10738, loss_action_cls: 0.0711, recall@thr=0.5: 0.6654, prec@thr=0.5: 0.7420, recall@top3: 0.7690, prec@top3: 0.6468, recall@top5: 0.9018, prec@top5: 0.4659, loss: 0.0711, grad_norm: 0.2159 2021-04-16 00:20:49,921 - mmaction - INFO - Epoch [3][1840/3842] lr: 6.419e-02, eta: 11:23:46, time: 1.359, data_time: 0.001, memory: 10738, loss_action_cls: 0.0701, recall@thr=0.5: 0.6509, prec@thr=0.5: 0.7462, recall@top3: 0.7772, prec@top3: 0.6484, recall@top5: 0.9137, prec@top5: 0.4679, loss: 0.0701, grad_norm: 0.2148 2021-04-16 00:21:19,600 - mmaction - INFO - Epoch [3][1860/3842] lr: 6.415e-02, eta: 11:23:22, time: 1.483, data_time: 0.001, memory: 10738, loss_action_cls: 0.0704, recall@thr=0.5: 0.6658, prec@thr=0.5: 0.7545, recall@top3: 0.7738, prec@top3: 0.6526, recall@top5: 0.9095, prec@top5: 0.4733, loss: 0.0704, grad_norm: 0.2110 2021-04-16 00:21:48,738 - mmaction - INFO - Epoch [3][1880/3842] lr: 6.411e-02, eta: 11:22:55, time: 1.456, data_time: 0.002, memory: 10738, loss_action_cls: 0.0687, recall@thr=0.5: 0.6779, prec@thr=0.5: 0.7585, recall@top3: 0.7845, prec@top3: 0.6588, recall@top5: 0.9201, prec@top5: 0.4732, loss: 0.0687, grad_norm: 0.2088 2021-04-16 00:22:15,027 - mmaction - INFO - Epoch [3][1900/3842] lr: 6.406e-02, eta: 11:22:21, time: 1.316, data_time: 0.081, memory: 10738, loss_action_cls: 0.0672, recall@thr=0.5: 0.6821, prec@thr=0.5: 0.7638, recall@top3: 0.7906, prec@top3: 0.6636, recall@top5: 0.9190, prec@top5: 0.4724, loss: 0.0672, grad_norm: 0.2124 2021-04-16 00:22:42,637 - mmaction - INFO - Epoch [3][1920/3842] lr: 6.402e-02, eta: 11:21:50, time: 1.378, data_time: 0.025, memory: 10738, loss_action_cls: 0.0694, recall@thr=0.5: 0.6750, prec@thr=0.5: 0.7616, recall@top3: 0.7872, prec@top3: 0.6651, recall@top5: 0.9187, prec@top5: 0.4777, loss: 0.0694, grad_norm: 0.2019 2021-04-16 00:23:11,539 - mmaction - INFO - Epoch [3][1940/3842] lr: 6.398e-02, eta: 11:21:23, time: 1.447, data_time: 0.136, memory: 10738, loss_action_cls: 0.0685, recall@thr=0.5: 0.6641, prec@thr=0.5: 0.7529, recall@top3: 0.7734, prec@top3: 0.6415, recall@top5: 0.9163, prec@top5: 0.4646, loss: 0.0685, grad_norm: 0.2208 2021-04-16 00:23:38,786 - mmaction - INFO - Epoch [3][1960/3842] lr: 6.393e-02, eta: 11:20:51, time: 1.362, data_time: 0.052, memory: 10738, loss_action_cls: 0.0680, recall@thr=0.5: 0.6808, prec@thr=0.5: 0.7596, recall@top3: 0.7883, prec@top3: 0.6584, recall@top5: 0.9206, prec@top5: 0.4723, loss: 0.0680, grad_norm: 0.2135 2021-04-16 00:24:05,983 - mmaction - INFO - Epoch [3][1980/3842] lr: 6.389e-02, eta: 11:20:19, time: 1.361, data_time: 0.055, memory: 10738, loss_action_cls: 0.0678, recall@thr=0.5: 0.6721, prec@thr=0.5: 0.7607, recall@top3: 0.7810, prec@top3: 0.6545, recall@top5: 0.9211, prec@top5: 0.4737, loss: 0.0678, grad_norm: 0.2032 2021-04-16 00:24:33,235 - mmaction - INFO - Epoch [3][2000/3842] lr: 6.385e-02, eta: 11:19:47, time: 1.362, data_time: 0.001, memory: 10738, loss_action_cls: 0.0673, recall@thr=0.5: 0.6984, prec@thr=0.5: 0.7662, recall@top3: 0.7854, prec@top3: 0.6722, recall@top5: 0.9285, prec@top5: 0.4880, loss: 0.0673, grad_norm: 0.2267 2021-04-16 00:25:02,095 - mmaction - INFO - Epoch [3][2020/3842] lr: 6.380e-02, eta: 11:19:20, time: 1.443, data_time: 0.001, memory: 10738, loss_action_cls: 0.0668, recall@thr=0.5: 0.6690, prec@thr=0.5: 0.7572, recall@top3: 0.7830, prec@top3: 0.6508, recall@top5: 0.9188, prec@top5: 0.4705, loss: 0.0668, grad_norm: 0.2157 2021-04-16 00:25:29,325 - mmaction - INFO - Epoch [3][2040/3842] lr: 6.376e-02, eta: 11:18:49, time: 1.359, data_time: 0.101, memory: 10738, loss_action_cls: 0.0710, recall@thr=0.5: 0.6591, prec@thr=0.5: 0.7414, recall@top3: 0.7613, prec@top3: 0.6362, recall@top5: 0.9070, prec@top5: 0.4660, loss: 0.0710, grad_norm: 0.2511 2021-04-16 00:25:57,046 - mmaction - INFO - Epoch [3][2060/3842] lr: 6.372e-02, eta: 11:18:18, time: 1.388, data_time: 0.137, memory: 10738, loss_action_cls: 0.0699, recall@thr=0.5: 0.6605, prec@thr=0.5: 0.7515, recall@top3: 0.7761, prec@top3: 0.6524, recall@top5: 0.9092, prec@top5: 0.4709, loss: 0.0699, grad_norm: 0.2105 2021-04-16 00:26:25,165 - mmaction - INFO - Epoch [3][2080/3842] lr: 6.367e-02, eta: 11:17:49, time: 1.406, data_time: 0.014, memory: 10738, loss_action_cls: 0.0670, recall@thr=0.5: 0.6710, prec@thr=0.5: 0.7733, recall@top3: 0.7924, prec@top3: 0.6501, recall@top5: 0.9227, prec@top5: 0.4658, loss: 0.0670, grad_norm: 0.2004 2021-04-16 00:26:52,530 - mmaction - INFO - Epoch [3][2100/3842] lr: 6.363e-02, eta: 11:17:18, time: 1.369, data_time: 0.001, memory: 10738, loss_action_cls: 0.0700, recall@thr=0.5: 0.6632, prec@thr=0.5: 0.7521, recall@top3: 0.7767, prec@top3: 0.6531, recall@top5: 0.9101, prec@top5: 0.4695, loss: 0.0700, grad_norm: 0.2069 2021-04-16 00:27:21,611 - mmaction - INFO - Epoch [3][2120/3842] lr: 6.358e-02, eta: 11:16:51, time: 1.454, data_time: 0.001, memory: 10738, loss_action_cls: 0.0703, recall@thr=0.5: 0.6719, prec@thr=0.5: 0.7550, recall@top3: 0.7701, prec@top3: 0.6595, recall@top5: 0.9166, prec@top5: 0.4838, loss: 0.0703, grad_norm: 0.2177 2021-04-16 00:27:50,939 - mmaction - INFO - Epoch [3][2140/3842] lr: 6.354e-02, eta: 11:16:26, time: 1.466, data_time: 0.156, memory: 10738, loss_action_cls: 0.0706, recall@thr=0.5: 0.6702, prec@thr=0.5: 0.7456, recall@top3: 0.7655, prec@top3: 0.6577, recall@top5: 0.9049, prec@top5: 0.4759, loss: 0.0706, grad_norm: 0.2140 2021-04-16 00:28:17,942 - mmaction - INFO - Epoch [3][2160/3842] lr: 6.350e-02, eta: 11:15:53, time: 1.350, data_time: 0.001, memory: 10738, loss_action_cls: 0.0696, recall@thr=0.5: 0.6667, prec@thr=0.5: 0.7512, recall@top3: 0.7746, prec@top3: 0.6447, recall@top5: 0.9137, prec@top5: 0.4664, loss: 0.0696, grad_norm: 0.2200 2021-04-16 00:28:44,450 - mmaction - INFO - Epoch [3][2180/3842] lr: 6.345e-02, eta: 11:15:20, time: 1.325, data_time: 0.001, memory: 10738, loss_action_cls: 0.0672, recall@thr=0.5: 0.6651, prec@thr=0.5: 0.7570, recall@top3: 0.7729, prec@top3: 0.6429, recall@top5: 0.9154, prec@top5: 0.4679, loss: 0.0672, grad_norm: 0.2222 2021-04-16 00:29:14,997 - mmaction - INFO - Epoch [3][2200/3842] lr: 6.341e-02, eta: 11:14:57, time: 1.528, data_time: 0.001, memory: 10738, loss_action_cls: 0.0696, recall@thr=0.5: 0.6723, prec@thr=0.5: 0.7565, recall@top3: 0.7790, prec@top3: 0.6606, recall@top5: 0.9121, prec@top5: 0.4760, loss: 0.0696, grad_norm: 0.2203 2021-04-16 00:29:40,795 - mmaction - INFO - Epoch [3][2220/3842] lr: 6.336e-02, eta: 11:14:22, time: 1.288, data_time: 0.001, memory: 10738, loss_action_cls: 0.0716, recall@thr=0.5: 0.6738, prec@thr=0.5: 0.7552, recall@top3: 0.7692, prec@top3: 0.6637, recall@top5: 0.9086, prec@top5: 0.4799, loss: 0.0716, grad_norm: 0.2096 2021-04-16 00:30:08,672 - mmaction - INFO - Epoch [3][2240/3842] lr: 6.332e-02, eta: 11:13:52, time: 1.394, data_time: 0.073, memory: 10738, loss_action_cls: 0.0693, recall@thr=0.5: 0.6594, prec@thr=0.5: 0.7390, recall@top3: 0.7699, prec@top3: 0.6424, recall@top5: 0.9162, prec@top5: 0.4683, loss: 0.0693, grad_norm: 0.2004 2021-04-16 00:30:36,007 - mmaction - INFO - Epoch [3][2260/3842] lr: 6.327e-02, eta: 11:13:20, time: 1.368, data_time: 0.003, memory: 10738, loss_action_cls: 0.0687, recall@thr=0.5: 0.6539, prec@thr=0.5: 0.7459, recall@top3: 0.7716, prec@top3: 0.6405, recall@top5: 0.9177, prec@top5: 0.4683, loss: 0.0687, grad_norm: 0.2266 2021-04-16 00:31:04,184 - mmaction - INFO - Epoch [3][2280/3842] lr: 6.323e-02, eta: 11:12:52, time: 1.410, data_time: 0.111, memory: 10738, loss_action_cls: 0.0676, recall@thr=0.5: 0.6754, prec@thr=0.5: 0.7605, recall@top3: 0.7843, prec@top3: 0.6620, recall@top5: 0.9188, prec@top5: 0.4757, loss: 0.0676, grad_norm: 0.2106 2021-04-16 00:31:32,614 - mmaction - INFO - Epoch [3][2300/3842] lr: 6.318e-02, eta: 11:12:23, time: 1.418, data_time: 0.001, memory: 10738, loss_action_cls: 0.0702, recall@thr=0.5: 0.6668, prec@thr=0.5: 0.7536, recall@top3: 0.7697, prec@top3: 0.6469, recall@top5: 0.9142, prec@top5: 0.4713, loss: 0.0702, grad_norm: 0.2192 2021-04-16 00:31:59,721 - mmaction - INFO - Epoch [3][2320/3842] lr: 6.314e-02, eta: 11:11:51, time: 1.358, data_time: 0.004, memory: 10738, loss_action_cls: 0.0676, recall@thr=0.5: 0.6580, prec@thr=0.5: 0.7521, recall@top3: 0.7812, prec@top3: 0.6415, recall@top5: 0.9205, prec@top5: 0.4631, loss: 0.0676, grad_norm: 0.2215 2021-04-16 00:32:29,487 - mmaction - INFO - Epoch [3][2340/3842] lr: 6.309e-02, eta: 11:11:27, time: 1.488, data_time: 0.002, memory: 10738, loss_action_cls: 0.0695, recall@thr=0.5: 0.6672, prec@thr=0.5: 0.7456, recall@top3: 0.7680, prec@top3: 0.6368, recall@top5: 0.9134, prec@top5: 0.4655, loss: 0.0695, grad_norm: 0.2295 2021-04-16 00:32:57,192 - mmaction - INFO - Epoch [3][2360/3842] lr: 6.305e-02, eta: 11:10:57, time: 1.386, data_time: 0.002, memory: 10738, loss_action_cls: 0.0699, recall@thr=0.5: 0.6551, prec@thr=0.5: 0.7461, recall@top3: 0.7706, prec@top3: 0.6409, recall@top5: 0.9042, prec@top5: 0.4633, loss: 0.0699, grad_norm: 0.2173 2021-04-16 00:33:25,394 - mmaction - INFO - Epoch [3][2380/3842] lr: 6.301e-02, eta: 11:10:28, time: 1.410, data_time: 0.008, memory: 10738, loss_action_cls: 0.0685, recall@thr=0.5: 0.6612, prec@thr=0.5: 0.7510, recall@top3: 0.7770, prec@top3: 0.6453, recall@top5: 0.9123, prec@top5: 0.4675, loss: 0.0685, grad_norm: 0.2187 2021-04-16 00:33:52,990 - mmaction - INFO - Epoch [3][2400/3842] lr: 6.296e-02, eta: 11:09:57, time: 1.380, data_time: 0.002, memory: 10738, loss_action_cls: 0.0692, recall@thr=0.5: 0.6593, prec@thr=0.5: 0.7530, recall@top3: 0.7727, prec@top3: 0.6315, recall@top5: 0.9160, prec@top5: 0.4623, loss: 0.0692, grad_norm: 0.2107 2021-04-16 00:34:21,593 - mmaction - INFO - Epoch [3][2420/3842] lr: 6.292e-02, eta: 11:09:29, time: 1.430, data_time: 0.001, memory: 10738, loss_action_cls: 0.0692, recall@thr=0.5: 0.6688, prec@thr=0.5: 0.7547, recall@top3: 0.7792, prec@top3: 0.6492, recall@top5: 0.9167, prec@top5: 0.4683, loss: 0.0692, grad_norm: 0.2063 2021-04-16 00:34:52,062 - mmaction - INFO - Epoch [3][2440/3842] lr: 6.287e-02, eta: 11:09:07, time: 1.523, data_time: 0.028, memory: 10738, loss_action_cls: 0.0701, recall@thr=0.5: 0.6668, prec@thr=0.5: 0.7594, recall@top3: 0.7821, prec@top3: 0.6567, recall@top5: 0.9072, prec@top5: 0.4691, loss: 0.0701, grad_norm: 0.2124 2021-04-16 00:35:19,869 - mmaction - INFO - Epoch [3][2460/3842] lr: 6.282e-02, eta: 11:08:37, time: 1.391, data_time: 0.002, memory: 10738, loss_action_cls: 0.0706, recall@thr=0.5: 0.6654, prec@thr=0.5: 0.7537, recall@top3: 0.7649, prec@top3: 0.6563, recall@top5: 0.9050, prec@top5: 0.4775, loss: 0.0706, grad_norm: 0.2067 2021-04-16 00:35:50,350 - mmaction - INFO - Epoch [3][2480/3842] lr: 6.278e-02, eta: 11:08:14, time: 1.524, data_time: 0.001, memory: 10738, loss_action_cls: 0.0684, recall@thr=0.5: 0.6659, prec@thr=0.5: 0.7606, recall@top3: 0.7854, prec@top3: 0.6475, recall@top5: 0.9158, prec@top5: 0.4628, loss: 0.0684, grad_norm: 0.2093 2021-04-16 00:36:18,093 - mmaction - INFO - Epoch [3][2500/3842] lr: 6.273e-02, eta: 11:07:44, time: 1.387, data_time: 0.001, memory: 10738, loss_action_cls: 0.0704, recall@thr=0.5: 0.6629, prec@thr=0.5: 0.7432, recall@top3: 0.7665, prec@top3: 0.6448, recall@top5: 0.9040, prec@top5: 0.4678, loss: 0.0704, grad_norm: 0.2102 2021-04-16 00:36:46,641 - mmaction - INFO - Epoch [3][2520/3842] lr: 6.269e-02, eta: 11:07:16, time: 1.427, data_time: 0.001, memory: 10738, loss_action_cls: 0.0682, recall@thr=0.5: 0.6671, prec@thr=0.5: 0.7626, recall@top3: 0.7760, prec@top3: 0.6535, recall@top5: 0.9208, prec@top5: 0.4771, loss: 0.0682, grad_norm: 0.2213 2021-04-16 00:37:15,609 - mmaction - INFO - Epoch [3][2540/3842] lr: 6.264e-02, eta: 11:06:50, time: 1.449, data_time: 0.001, memory: 10738, loss_action_cls: 0.0671, recall@thr=0.5: 0.6787, prec@thr=0.5: 0.7642, recall@top3: 0.7858, prec@top3: 0.6522, recall@top5: 0.9167, prec@top5: 0.4682, loss: 0.0671, grad_norm: 0.2097 2021-04-16 00:37:43,515 - mmaction - INFO - Epoch [3][2560/3842] lr: 6.260e-02, eta: 11:06:20, time: 1.395, data_time: 0.001, memory: 10738, loss_action_cls: 0.0662, recall@thr=0.5: 0.6783, prec@thr=0.5: 0.7609, recall@top3: 0.7870, prec@top3: 0.6415, recall@top5: 0.9164, prec@top5: 0.4592, loss: 0.0662, grad_norm: 0.2037 2021-04-16 00:38:10,076 - mmaction - INFO - Epoch [3][2580/3842] lr: 6.255e-02, eta: 11:05:47, time: 1.327, data_time: 0.001, memory: 10738, loss_action_cls: 0.0671, recall@thr=0.5: 0.6686, prec@thr=0.5: 0.7584, recall@top3: 0.7782, prec@top3: 0.6570, recall@top5: 0.9236, prec@top5: 0.4779, loss: 0.0671, grad_norm: 0.2117 2021-04-16 00:38:39,706 - mmaction - INFO - Epoch [3][2600/3842] lr: 6.251e-02, eta: 11:05:22, time: 1.481, data_time: 0.039, memory: 10738, loss_action_cls: 0.0672, recall@thr=0.5: 0.6708, prec@thr=0.5: 0.7523, recall@top3: 0.7843, prec@top3: 0.6546, recall@top5: 0.9259, prec@top5: 0.4748, loss: 0.0672, grad_norm: 0.2134 2021-04-16 00:39:06,919 - mmaction - INFO - Epoch [3][2620/3842] lr: 6.246e-02, eta: 11:04:50, time: 1.361, data_time: 0.022, memory: 10738, loss_action_cls: 0.0703, recall@thr=0.5: 0.6690, prec@thr=0.5: 0.7585, recall@top3: 0.7741, prec@top3: 0.6545, recall@top5: 0.9152, prec@top5: 0.4772, loss: 0.0703, grad_norm: 0.2215 2021-04-16 00:39:34,969 - mmaction - INFO - Epoch [3][2640/3842] lr: 6.241e-02, eta: 11:04:21, time: 1.403, data_time: 0.020, memory: 10738, loss_action_cls: 0.0684, recall@thr=0.5: 0.6757, prec@thr=0.5: 0.7611, recall@top3: 0.7831, prec@top3: 0.6592, recall@top5: 0.9149, prec@top5: 0.4753, loss: 0.0684, grad_norm: 0.2143 2021-04-16 00:40:03,021 - mmaction - INFO - Epoch [3][2660/3842] lr: 6.237e-02, eta: 11:03:52, time: 1.402, data_time: 0.011, memory: 10738, loss_action_cls: 0.0709, recall@thr=0.5: 0.6612, prec@thr=0.5: 0.7532, recall@top3: 0.7726, prec@top3: 0.6516, recall@top5: 0.9072, prec@top5: 0.4720, loss: 0.0709, grad_norm: 0.2173 2021-04-16 00:40:34,480 - mmaction - INFO - Epoch [3][2680/3842] lr: 6.232e-02, eta: 11:03:31, time: 1.572, data_time: 0.039, memory: 10738, loss_action_cls: 0.0653, recall@thr=0.5: 0.6868, prec@thr=0.5: 0.7683, recall@top3: 0.7897, prec@top3: 0.6594, recall@top5: 0.9156, prec@top5: 0.4683, loss: 0.0653, grad_norm: 0.2165 2021-04-16 00:41:02,031 - mmaction - INFO - Epoch [3][2700/3842] lr: 6.228e-02, eta: 11:03:01, time: 1.380, data_time: 0.003, memory: 10738, loss_action_cls: 0.0668, recall@thr=0.5: 0.6797, prec@thr=0.5: 0.7585, recall@top3: 0.7858, prec@top3: 0.6563, recall@top5: 0.9134, prec@top5: 0.4670, loss: 0.0668, grad_norm: 0.2192 2021-04-16 00:41:33,094 - mmaction - INFO - Epoch [3][2720/3842] lr: 6.223e-02, eta: 11:02:40, time: 1.553, data_time: 0.001, memory: 10738, loss_action_cls: 0.0660, recall@thr=0.5: 0.6746, prec@thr=0.5: 0.7584, recall@top3: 0.7861, prec@top3: 0.6576, recall@top5: 0.9194, prec@top5: 0.4744, loss: 0.0660, grad_norm: 0.2113 2021-04-16 00:41:59,860 - mmaction - INFO - Epoch [3][2740/3842] lr: 6.218e-02, eta: 11:02:07, time: 1.338, data_time: 0.001, memory: 10738, loss_action_cls: 0.0689, recall@thr=0.5: 0.6853, prec@thr=0.5: 0.7539, recall@top3: 0.7805, prec@top3: 0.6586, recall@top5: 0.9137, prec@top5: 0.4733, loss: 0.0689, grad_norm: 0.2202 2021-04-16 00:42:29,774 - mmaction - INFO - Epoch [3][2760/3842] lr: 6.214e-02, eta: 11:01:43, time: 1.496, data_time: 0.001, memory: 10738, loss_action_cls: 0.0690, recall@thr=0.5: 0.6615, prec@thr=0.5: 0.7513, recall@top3: 0.7812, prec@top3: 0.6655, recall@top5: 0.9133, prec@top5: 0.4774, loss: 0.0690, grad_norm: 0.2146 2021-04-16 00:42:58,259 - mmaction - INFO - Epoch [3][2780/3842] lr: 6.209e-02, eta: 11:01:15, time: 1.423, data_time: 0.001, memory: 10738, loss_action_cls: 0.0690, recall@thr=0.5: 0.6609, prec@thr=0.5: 0.7511, recall@top3: 0.7649, prec@top3: 0.6376, recall@top5: 0.9117, prec@top5: 0.4667, loss: 0.0690, grad_norm: 0.2204 2021-04-16 00:43:26,278 - mmaction - INFO - Epoch [3][2800/3842] lr: 6.205e-02, eta: 11:00:45, time: 1.400, data_time: 0.001, memory: 10738, loss_action_cls: 0.0671, recall@thr=0.5: 0.6697, prec@thr=0.5: 0.7626, recall@top3: 0.7847, prec@top3: 0.6535, recall@top5: 0.9180, prec@top5: 0.4702, loss: 0.0671, grad_norm: 0.2115 2021-04-16 00:43:54,375 - mmaction - INFO - Epoch [3][2820/3842] lr: 6.200e-02, eta: 11:00:16, time: 1.406, data_time: 0.002, memory: 10738, loss_action_cls: 0.0698, recall@thr=0.5: 0.6676, prec@thr=0.5: 0.7682, recall@top3: 0.7732, prec@top3: 0.6475, recall@top5: 0.9118, prec@top5: 0.4698, loss: 0.0698, grad_norm: 0.2098 2021-04-16 00:44:22,085 - mmaction - INFO - Epoch [3][2840/3842] lr: 6.195e-02, eta: 10:59:46, time: 1.386, data_time: 0.030, memory: 10738, loss_action_cls: 0.0670, recall@thr=0.5: 0.6859, prec@thr=0.5: 0.7672, recall@top3: 0.7853, prec@top3: 0.6612, recall@top5: 0.9200, prec@top5: 0.4748, loss: 0.0670, grad_norm: 0.2073 2021-04-16 00:44:50,244 - mmaction - INFO - Epoch [3][2860/3842] lr: 6.191e-02, eta: 10:59:17, time: 1.406, data_time: 0.001, memory: 10738, loss_action_cls: 0.0714, recall@thr=0.5: 0.6674, prec@thr=0.5: 0.7549, recall@top3: 0.7687, prec@top3: 0.6543, recall@top5: 0.9113, prec@top5: 0.4764, loss: 0.0714, grad_norm: 0.2242 2021-04-16 00:45:18,512 - mmaction - INFO - Epoch [3][2880/3842] lr: 6.186e-02, eta: 10:58:48, time: 1.414, data_time: 0.002, memory: 10738, loss_action_cls: 0.0642, recall@thr=0.5: 0.6859, prec@thr=0.5: 0.7670, recall@top3: 0.7900, prec@top3: 0.6694, recall@top5: 0.9242, prec@top5: 0.4803, loss: 0.0642, grad_norm: 0.2158 2021-04-16 00:45:47,707 - mmaction - INFO - Epoch [3][2900/3842] lr: 6.181e-02, eta: 10:58:22, time: 1.460, data_time: 0.001, memory: 10738, loss_action_cls: 0.0678, recall@thr=0.5: 0.6724, prec@thr=0.5: 0.7611, recall@top3: 0.7830, prec@top3: 0.6587, recall@top5: 0.9177, prec@top5: 0.4733, loss: 0.0678, grad_norm: 0.2162 2021-04-16 00:46:16,504 - mmaction - INFO - Epoch [3][2920/3842] lr: 6.177e-02, eta: 10:57:55, time: 1.440, data_time: 0.034, memory: 10738, loss_action_cls: 0.0660, recall@thr=0.5: 0.6896, prec@thr=0.5: 0.7687, recall@top3: 0.7875, prec@top3: 0.6632, recall@top5: 0.9218, prec@top5: 0.4778, loss: 0.0660, grad_norm: 0.2173 2021-04-16 00:46:45,746 - mmaction - INFO - Epoch [3][2940/3842] lr: 6.172e-02, eta: 10:57:29, time: 1.462, data_time: 0.008, memory: 10738, loss_action_cls: 0.0702, recall@thr=0.5: 0.6418, prec@thr=0.5: 0.7379, recall@top3: 0.7708, prec@top3: 0.6446, recall@top5: 0.9098, prec@top5: 0.4657, loss: 0.0702, grad_norm: 0.2193 2021-04-16 00:47:13,532 - mmaction - INFO - Epoch [3][2960/3842] lr: 6.167e-02, eta: 10:56:59, time: 1.388, data_time: 0.001, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.6963, prec@thr=0.5: 0.7792, recall@top3: 0.7984, prec@top3: 0.6639, recall@top5: 0.9249, prec@top5: 0.4727, loss: 0.0632, grad_norm: 0.2011 2021-04-16 00:47:42,496 - mmaction - INFO - Epoch [3][2980/3842] lr: 6.163e-02, eta: 10:56:32, time: 1.448, data_time: 0.040, memory: 10738, loss_action_cls: 0.0682, recall@thr=0.5: 0.6683, prec@thr=0.5: 0.7541, recall@top3: 0.7803, prec@top3: 0.6460, recall@top5: 0.9171, prec@top5: 0.4675, loss: 0.0682, grad_norm: 0.2212 2021-04-16 00:48:10,738 - mmaction - INFO - Epoch [3][3000/3842] lr: 6.158e-02, eta: 10:56:03, time: 1.413, data_time: 0.002, memory: 10738, loss_action_cls: 0.0673, recall@thr=0.5: 0.6789, prec@thr=0.5: 0.7654, recall@top3: 0.7870, prec@top3: 0.6616, recall@top5: 0.9228, prec@top5: 0.4769, loss: 0.0673, grad_norm: 0.2098 2021-04-16 00:48:39,786 - mmaction - INFO - Epoch [3][3020/3842] lr: 6.153e-02, eta: 10:55:36, time: 1.452, data_time: 0.001, memory: 10738, loss_action_cls: 0.0669, recall@thr=0.5: 0.6788, prec@thr=0.5: 0.7571, recall@top3: 0.7799, prec@top3: 0.6664, recall@top5: 0.9149, prec@top5: 0.4788, loss: 0.0669, grad_norm: 0.2108 2021-04-16 00:49:06,694 - mmaction - INFO - Epoch [3][3040/3842] lr: 6.149e-02, eta: 10:55:04, time: 1.345, data_time: 0.001, memory: 10738, loss_action_cls: 0.0656, recall@thr=0.5: 0.6892, prec@thr=0.5: 0.7709, recall@top3: 0.7904, prec@top3: 0.6619, recall@top5: 0.9208, prec@top5: 0.4744, loss: 0.0656, grad_norm: 0.2079 2021-04-16 00:49:34,785 - mmaction - INFO - Epoch [3][3060/3842] lr: 6.144e-02, eta: 10:54:35, time: 1.405, data_time: 0.014, memory: 10738, loss_action_cls: 0.0663, recall@thr=0.5: 0.6748, prec@thr=0.5: 0.7751, recall@top3: 0.7827, prec@top3: 0.6523, recall@top5: 0.9203, prec@top5: 0.4709, loss: 0.0663, grad_norm: 0.2077 2021-04-16 00:50:02,118 - mmaction - INFO - Epoch [3][3080/3842] lr: 6.139e-02, eta: 10:54:04, time: 1.367, data_time: 0.037, memory: 10738, loss_action_cls: 0.0666, recall@thr=0.5: 0.6865, prec@thr=0.5: 0.7576, recall@top3: 0.7870, prec@top3: 0.6619, recall@top5: 0.9188, prec@top5: 0.4754, loss: 0.0666, grad_norm: 0.2395 2021-04-16 00:50:30,764 - mmaction - INFO - Epoch [3][3100/3842] lr: 6.134e-02, eta: 10:53:36, time: 1.432, data_time: 0.001, memory: 10738, loss_action_cls: 0.0723, recall@thr=0.5: 0.6508, prec@thr=0.5: 0.7430, recall@top3: 0.7715, prec@top3: 0.6449, recall@top5: 0.9045, prec@top5: 0.4660, loss: 0.0723, grad_norm: 0.2043 2021-04-16 00:50:59,973 - mmaction - INFO - Epoch [3][3120/3842] lr: 6.130e-02, eta: 10:53:10, time: 1.460, data_time: 0.049, memory: 10738, loss_action_cls: 0.0643, recall@thr=0.5: 0.6848, prec@thr=0.5: 0.7680, recall@top3: 0.7953, prec@top3: 0.6626, recall@top5: 0.9190, prec@top5: 0.4701, loss: 0.0643, grad_norm: 0.2044 2021-04-16 00:51:27,749 - mmaction - INFO - Epoch [3][3140/3842] lr: 6.125e-02, eta: 10:52:40, time: 1.389, data_time: 0.126, memory: 10738, loss_action_cls: 0.0674, recall@thr=0.5: 0.6826, prec@thr=0.5: 0.7581, recall@top3: 0.7796, prec@top3: 0.6576, recall@top5: 0.9195, prec@top5: 0.4771, loss: 0.0674, grad_norm: 0.2189 2021-04-16 00:51:57,273 - mmaction - INFO - Epoch [3][3160/3842] lr: 6.120e-02, eta: 10:52:15, time: 1.475, data_time: 0.059, memory: 10738, loss_action_cls: 0.0666, recall@thr=0.5: 0.6812, prec@thr=0.5: 0.7592, recall@top3: 0.7802, prec@top3: 0.6474, recall@top5: 0.9171, prec@top5: 0.4692, loss: 0.0666, grad_norm: 0.2074 2021-04-16 00:52:25,143 - mmaction - INFO - Epoch [3][3180/3842] lr: 6.115e-02, eta: 10:51:45, time: 1.393, data_time: 0.001, memory: 10738, loss_action_cls: 0.0652, recall@thr=0.5: 0.6866, prec@thr=0.5: 0.7606, recall@top3: 0.7796, prec@top3: 0.6463, recall@top5: 0.9212, prec@top5: 0.4703, loss: 0.0652, grad_norm: 0.2223 2021-04-16 00:52:55,292 - mmaction - INFO - Epoch [3][3200/3842] lr: 6.111e-02, eta: 10:51:21, time: 1.508, data_time: 0.001, memory: 10738, loss_action_cls: 0.0678, recall@thr=0.5: 0.6788, prec@thr=0.5: 0.7738, recall@top3: 0.7803, prec@top3: 0.6663, recall@top5: 0.9254, prec@top5: 0.4854, loss: 0.0678, grad_norm: 0.2117 2021-04-16 00:53:23,805 - mmaction - INFO - Epoch [3][3220/3842] lr: 6.106e-02, eta: 10:50:53, time: 1.425, data_time: 0.208, memory: 10738, loss_action_cls: 0.0679, recall@thr=0.5: 0.6854, prec@thr=0.5: 0.7631, recall@top3: 0.7777, prec@top3: 0.6648, recall@top5: 0.9161, prec@top5: 0.4787, loss: 0.0679, grad_norm: 0.2106 2021-04-16 00:53:50,502 - mmaction - INFO - Epoch [3][3240/3842] lr: 6.101e-02, eta: 10:50:20, time: 1.335, data_time: 0.140, memory: 10738, loss_action_cls: 0.0678, recall@thr=0.5: 0.6633, prec@thr=0.5: 0.7497, recall@top3: 0.7742, prec@top3: 0.6371, recall@top5: 0.9120, prec@top5: 0.4637, loss: 0.0678, grad_norm: 0.2236 2021-04-16 00:54:20,648 - mmaction - INFO - Epoch [3][3260/3842] lr: 6.096e-02, eta: 10:49:56, time: 1.508, data_time: 0.001, memory: 10738, loss_action_cls: 0.0664, recall@thr=0.5: 0.6893, prec@thr=0.5: 0.7635, recall@top3: 0.7871, prec@top3: 0.6666, recall@top5: 0.9193, prec@top5: 0.4785, loss: 0.0664, grad_norm: 0.2074 2021-04-16 00:54:49,127 - mmaction - INFO - Epoch [3][3280/3842] lr: 6.091e-02, eta: 10:49:28, time: 1.424, data_time: 0.097, memory: 10738, loss_action_cls: 0.0664, recall@thr=0.5: 0.6828, prec@thr=0.5: 0.7716, recall@top3: 0.7921, prec@top3: 0.6710, recall@top5: 0.9219, prec@top5: 0.4820, loss: 0.0664, grad_norm: 0.2290 2021-04-16 00:55:16,638 - mmaction - INFO - Epoch [3][3300/3842] lr: 6.087e-02, eta: 10:48:58, time: 1.374, data_time: 0.084, memory: 10738, loss_action_cls: 0.0682, recall@thr=0.5: 0.6636, prec@thr=0.5: 0.7465, recall@top3: 0.7749, prec@top3: 0.6389, recall@top5: 0.9103, prec@top5: 0.4584, loss: 0.0682, grad_norm: 0.2197 2021-04-16 00:55:44,553 - mmaction - INFO - Epoch [3][3320/3842] lr: 6.082e-02, eta: 10:48:28, time: 1.397, data_time: 0.002, memory: 10738, loss_action_cls: 0.0689, recall@thr=0.5: 0.6734, prec@thr=0.5: 0.7562, recall@top3: 0.7748, prec@top3: 0.6478, recall@top5: 0.9149, prec@top5: 0.4697, loss: 0.0689, grad_norm: 0.2090 2021-04-16 00:56:13,102 - mmaction - INFO - Epoch [3][3340/3842] lr: 6.077e-02, eta: 10:48:00, time: 1.427, data_time: 0.001, memory: 10738, loss_action_cls: 0.0698, recall@thr=0.5: 0.6758, prec@thr=0.5: 0.7630, recall@top3: 0.7791, prec@top3: 0.6477, recall@top5: 0.9126, prec@top5: 0.4695, loss: 0.0698, grad_norm: 0.2192 2021-04-16 00:56:40,974 - mmaction - INFO - Epoch [3][3360/3842] lr: 6.072e-02, eta: 10:47:30, time: 1.394, data_time: 0.001, memory: 10738, loss_action_cls: 0.0666, recall@thr=0.5: 0.6854, prec@thr=0.5: 0.7652, recall@top3: 0.7880, prec@top3: 0.6618, recall@top5: 0.9191, prec@top5: 0.4760, loss: 0.0666, grad_norm: 0.2036 2021-04-16 00:57:09,057 - mmaction - INFO - Epoch [3][3380/3842] lr: 6.067e-02, eta: 10:47:01, time: 1.402, data_time: 0.001, memory: 10738, loss_action_cls: 0.0666, recall@thr=0.5: 0.6728, prec@thr=0.5: 0.7511, recall@top3: 0.7795, prec@top3: 0.6434, recall@top5: 0.9169, prec@top5: 0.4643, loss: 0.0666, grad_norm: 0.2167 2021-04-16 00:57:37,170 - mmaction - INFO - Epoch [3][3400/3842] lr: 6.063e-02, eta: 10:46:32, time: 1.407, data_time: 0.003, memory: 10738, loss_action_cls: 0.0683, recall@thr=0.5: 0.6587, prec@thr=0.5: 0.7607, recall@top3: 0.7790, prec@top3: 0.6448, recall@top5: 0.9134, prec@top5: 0.4648, loss: 0.0683, grad_norm: 0.2049 2021-04-16 00:58:05,553 - mmaction - INFO - Epoch [3][3420/3842] lr: 6.058e-02, eta: 10:46:04, time: 1.419, data_time: 0.086, memory: 10738, loss_action_cls: 0.0676, recall@thr=0.5: 0.6802, prec@thr=0.5: 0.7606, recall@top3: 0.7812, prec@top3: 0.6576, recall@top5: 0.9106, prec@top5: 0.4710, loss: 0.0676, grad_norm: 0.2194 2021-04-16 00:58:31,598 - mmaction - INFO - Epoch [3][3440/3842] lr: 6.053e-02, eta: 10:45:30, time: 1.303, data_time: 0.002, memory: 10738, loss_action_cls: 0.0643, recall@thr=0.5: 0.6781, prec@thr=0.5: 0.7635, recall@top3: 0.7857, prec@top3: 0.6569, recall@top5: 0.9188, prec@top5: 0.4711, loss: 0.0643, grad_norm: 0.2033 2021-04-16 00:58:58,428 - mmaction - INFO - Epoch [3][3460/3842] lr: 6.048e-02, eta: 10:44:58, time: 1.341, data_time: 0.042, memory: 10738, loss_action_cls: 0.0669, recall@thr=0.5: 0.6874, prec@thr=0.5: 0.7634, recall@top3: 0.7921, prec@top3: 0.6630, recall@top5: 0.9218, prec@top5: 0.4746, loss: 0.0669, grad_norm: 0.2232 2021-04-16 00:59:25,420 - mmaction - INFO - Epoch [3][3480/3842] lr: 6.043e-02, eta: 10:44:26, time: 1.348, data_time: 0.011, memory: 10738, loss_action_cls: 0.0672, recall@thr=0.5: 0.6792, prec@thr=0.5: 0.7631, recall@top3: 0.7773, prec@top3: 0.6574, recall@top5: 0.9232, prec@top5: 0.4798, loss: 0.0672, grad_norm: 0.2270 2021-04-16 00:59:54,242 - mmaction - INFO - Epoch [3][3500/3842] lr: 6.038e-02, eta: 10:43:59, time: 1.443, data_time: 0.109, memory: 10738, loss_action_cls: 0.0675, recall@thr=0.5: 0.6674, prec@thr=0.5: 0.7444, recall@top3: 0.7761, prec@top3: 0.6470, recall@top5: 0.9140, prec@top5: 0.4674, loss: 0.0675, grad_norm: 0.2258 2021-04-16 01:00:21,833 - mmaction - INFO - Epoch [3][3520/3842] lr: 6.034e-02, eta: 10:43:28, time: 1.377, data_time: 0.001, memory: 10738, loss_action_cls: 0.0671, recall@thr=0.5: 0.6636, prec@thr=0.5: 0.7502, recall@top3: 0.7806, prec@top3: 0.6595, recall@top5: 0.9193, prec@top5: 0.4764, loss: 0.0671, grad_norm: 0.2120 2021-04-16 01:00:49,727 - mmaction - INFO - Epoch [3][3540/3842] lr: 6.029e-02, eta: 10:42:59, time: 1.397, data_time: 0.123, memory: 10738, loss_action_cls: 0.0686, recall@thr=0.5: 0.6745, prec@thr=0.5: 0.7622, recall@top3: 0.7849, prec@top3: 0.6660, recall@top5: 0.9203, prec@top5: 0.4809, loss: 0.0686, grad_norm: 0.2162 2021-04-16 01:01:17,608 - mmaction - INFO - Epoch [3][3560/3842] lr: 6.024e-02, eta: 10:42:29, time: 1.394, data_time: 0.130, memory: 10738, loss_action_cls: 0.0688, recall@thr=0.5: 0.6720, prec@thr=0.5: 0.7451, recall@top3: 0.7737, prec@top3: 0.6478, recall@top5: 0.9054, prec@top5: 0.4666, loss: 0.0688, grad_norm: 0.2104 2021-04-16 01:01:44,879 - mmaction - INFO - Epoch [3][3580/3842] lr: 6.019e-02, eta: 10:41:58, time: 1.364, data_time: 0.001, memory: 10738, loss_action_cls: 0.0669, recall@thr=0.5: 0.6622, prec@thr=0.5: 0.7506, recall@top3: 0.7833, prec@top3: 0.6342, recall@top5: 0.9111, prec@top5: 0.4558, loss: 0.0669, grad_norm: 0.2174 2021-04-16 01:02:12,111 - mmaction - INFO - Epoch [3][3600/3842] lr: 6.014e-02, eta: 10:41:27, time: 1.361, data_time: 0.170, memory: 10738, loss_action_cls: 0.0665, recall@thr=0.5: 0.6736, prec@thr=0.5: 0.7647, recall@top3: 0.7786, prec@top3: 0.6574, recall@top5: 0.9113, prec@top5: 0.4728, loss: 0.0665, grad_norm: 0.2213 2021-04-16 01:02:40,575 - mmaction - INFO - Epoch [3][3620/3842] lr: 6.009e-02, eta: 10:40:59, time: 1.424, data_time: 0.163, memory: 10738, loss_action_cls: 0.0674, recall@thr=0.5: 0.6862, prec@thr=0.5: 0.7727, recall@top3: 0.7912, prec@top3: 0.6616, recall@top5: 0.9169, prec@top5: 0.4712, loss: 0.0674, grad_norm: 0.2016 2021-04-16 01:03:09,793 - mmaction - INFO - Epoch [3][3640/3842] lr: 6.004e-02, eta: 10:40:33, time: 1.461, data_time: 0.001, memory: 10738, loss_action_cls: 0.0665, recall@thr=0.5: 0.6735, prec@thr=0.5: 0.7554, recall@top3: 0.7852, prec@top3: 0.6628, recall@top5: 0.9177, prec@top5: 0.4759, loss: 0.0665, grad_norm: 0.2293 2021-04-16 01:03:41,101 - mmaction - INFO - Epoch [3][3660/3842] lr: 5.999e-02, eta: 10:40:11, time: 1.564, data_time: 0.001, memory: 10738, loss_action_cls: 0.0659, recall@thr=0.5: 0.6707, prec@thr=0.5: 0.7639, recall@top3: 0.7857, prec@top3: 0.6494, recall@top5: 0.9211, prec@top5: 0.4692, loss: 0.0659, grad_norm: 0.2128 2021-04-16 01:04:06,674 - mmaction - INFO - Epoch [3][3680/3842] lr: 5.994e-02, eta: 10:39:36, time: 1.280, data_time: 0.002, memory: 10738, loss_action_cls: 0.0659, recall@thr=0.5: 0.6623, prec@thr=0.5: 0.7599, recall@top3: 0.7742, prec@top3: 0.6490, recall@top5: 0.9198, prec@top5: 0.4733, loss: 0.0659, grad_norm: 0.2194 2021-04-16 01:04:34,765 - mmaction - INFO - Epoch [3][3700/3842] lr: 5.990e-02, eta: 10:39:07, time: 1.405, data_time: 0.001, memory: 10738, loss_action_cls: 0.0656, recall@thr=0.5: 0.6731, prec@thr=0.5: 0.7521, recall@top3: 0.7843, prec@top3: 0.6547, recall@top5: 0.9179, prec@top5: 0.4719, loss: 0.0656, grad_norm: 0.2218 2021-04-16 01:05:02,970 - mmaction - INFO - Epoch [3][3720/3842] lr: 5.985e-02, eta: 10:38:38, time: 1.408, data_time: 0.001, memory: 10738, loss_action_cls: 0.0688, recall@thr=0.5: 0.6621, prec@thr=0.5: 0.7461, recall@top3: 0.7796, prec@top3: 0.6501, recall@top5: 0.9153, prec@top5: 0.4705, loss: 0.0688, grad_norm: 0.2226 2021-04-16 01:05:30,733 - mmaction - INFO - Epoch [3][3740/3842] lr: 5.980e-02, eta: 10:38:09, time: 1.389, data_time: 0.069, memory: 10738, loss_action_cls: 0.0677, recall@thr=0.5: 0.6704, prec@thr=0.5: 0.7424, recall@top3: 0.7795, prec@top3: 0.6407, recall@top5: 0.9174, prec@top5: 0.4643, loss: 0.0677, grad_norm: 0.2207 2021-04-16 01:05:59,086 - mmaction - INFO - Epoch [3][3760/3842] lr: 5.975e-02, eta: 10:37:40, time: 1.418, data_time: 0.001, memory: 10738, loss_action_cls: 0.0673, recall@thr=0.5: 0.6744, prec@thr=0.5: 0.7524, recall@top3: 0.7708, prec@top3: 0.6475, recall@top5: 0.9135, prec@top5: 0.4710, loss: 0.0673, grad_norm: 0.2157 2021-04-16 01:06:27,222 - mmaction - INFO - Epoch [3][3780/3842] lr: 5.970e-02, eta: 10:37:11, time: 1.406, data_time: 0.001, memory: 10738, loss_action_cls: 0.0646, recall@thr=0.5: 0.6769, prec@thr=0.5: 0.7696, recall@top3: 0.7885, prec@top3: 0.6558, recall@top5: 0.9166, prec@top5: 0.4696, loss: 0.0646, grad_norm: 0.2159 2021-04-16 01:06:55,223 - mmaction - INFO - Epoch [3][3800/3842] lr: 5.965e-02, eta: 10:36:42, time: 1.400, data_time: 0.177, memory: 10738, loss_action_cls: 0.0683, recall@thr=0.5: 0.6603, prec@thr=0.5: 0.7549, recall@top3: 0.7680, prec@top3: 0.6439, recall@top5: 0.9088, prec@top5: 0.4699, loss: 0.0683, grad_norm: 0.2283 2021-04-16 01:07:23,451 - mmaction - INFO - Epoch [3][3820/3842] lr: 5.960e-02, eta: 10:36:13, time: 1.411, data_time: 0.001, memory: 10738, loss_action_cls: 0.0653, recall@thr=0.5: 0.6867, prec@thr=0.5: 0.7646, recall@top3: 0.7908, prec@top3: 0.6514, recall@top5: 0.9225, prec@top5: 0.4666, loss: 0.0653, grad_norm: 0.2106 2021-04-16 01:07:51,818 - mmaction - INFO - Epoch [3][3840/3842] lr: 5.955e-02, eta: 10:35:45, time: 1.419, data_time: 0.002, memory: 10738, loss_action_cls: 0.0676, recall@thr=0.5: 0.6729, prec@thr=0.5: 0.7674, recall@top3: 0.7867, prec@top3: 0.6514, recall@top5: 0.9131, prec@top5: 0.4638, loss: 0.0676, grad_norm: 0.2047 2021-04-16 01:08:12,038 - mmaction - INFO - Saving checkpoint at 3 epochs 2021-04-16 01:32:34,542 - mmaction - INFO - Evaluating mAP ... 2021-04-16 01:39:38,146 - mmaction - INFO - mAP@0.5IOU 0.2518 2021-04-16 01:39:39,498 - mmaction - INFO - Now best checkpoint is saved as best_mAP@0.5IOU_epoch_3.pth. 2021-04-16 01:39:39,498 - mmaction - INFO - Best mAP@0.5IOU is 0.2518 at 3 epoch. 2021-04-16 01:39:40,639 - mmaction - INFO - Epoch(val) [3][3842] mAP@0.5IOU: 0.2518 2021-04-16 01:40:50,425 - mmaction - INFO - Epoch [4][20/3842] lr: 5.949e-02, eta: 10:36:44, time: 3.488, data_time: 2.240, memory: 10738, loss_action_cls: 0.0649, recall@thr=0.5: 0.6861, prec@thr=0.5: 0.7701, recall@top3: 0.7902, prec@top3: 0.6627, recall@top5: 0.9180, prec@top5: 0.4720, loss: 0.0649, grad_norm: 0.2202 2021-04-16 01:41:19,465 - mmaction - INFO - Epoch [4][40/3842] lr: 5.945e-02, eta: 10:36:17, time: 1.453, data_time: 0.002, memory: 10738, loss_action_cls: 0.0656, recall@thr=0.5: 0.6882, prec@thr=0.5: 0.7629, recall@top3: 0.7861, prec@top3: 0.6647, recall@top5: 0.9217, prec@top5: 0.4778, loss: 0.0656, grad_norm: 0.2130 2021-04-16 01:41:47,863 - mmaction - INFO - Epoch [4][60/3842] lr: 5.940e-02, eta: 10:35:48, time: 1.420, data_time: 0.083, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.6955, prec@thr=0.5: 0.7840, recall@top3: 0.8011, prec@top3: 0.6730, recall@top5: 0.9186, prec@top5: 0.4744, loss: 0.0632, grad_norm: 0.2302 2021-04-16 01:42:15,568 - mmaction - INFO - Epoch [4][80/3842] lr: 5.935e-02, eta: 10:35:18, time: 1.384, data_time: 0.008, memory: 10738, loss_action_cls: 0.0659, recall@thr=0.5: 0.6803, prec@thr=0.5: 0.7678, recall@top3: 0.7819, prec@top3: 0.6467, recall@top5: 0.9114, prec@top5: 0.4633, loss: 0.0659, grad_norm: 0.2221 2021-04-16 01:42:43,615 - mmaction - INFO - Epoch [4][100/3842] lr: 5.930e-02, eta: 10:34:49, time: 1.402, data_time: 0.002, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.6951, prec@thr=0.5: 0.7822, recall@top3: 0.7952, prec@top3: 0.6739, recall@top5: 0.9212, prec@top5: 0.4789, loss: 0.0632, grad_norm: 0.2124 2021-04-16 01:43:12,966 - mmaction - INFO - Epoch [4][120/3842] lr: 5.925e-02, eta: 10:34:22, time: 1.469, data_time: 0.002, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.6891, prec@thr=0.5: 0.7788, recall@top3: 0.7925, prec@top3: 0.6619, recall@top5: 0.9227, prec@top5: 0.4719, loss: 0.0632, grad_norm: 0.2124 2021-04-16 01:43:40,565 - mmaction - INFO - Epoch [4][140/3842] lr: 5.920e-02, eta: 10:33:52, time: 1.380, data_time: 0.001, memory: 10738, loss_action_cls: 0.0646, recall@thr=0.5: 0.6821, prec@thr=0.5: 0.7613, recall@top3: 0.7892, prec@top3: 0.6574, recall@top5: 0.9249, prec@top5: 0.4714, loss: 0.0646, grad_norm: 0.2089 2021-04-16 01:44:08,218 - mmaction - INFO - Epoch [4][160/3842] lr: 5.915e-02, eta: 10:33:22, time: 1.383, data_time: 0.001, memory: 10738, loss_action_cls: 0.0665, recall@thr=0.5: 0.6835, prec@thr=0.5: 0.7677, recall@top3: 0.7820, prec@top3: 0.6626, recall@top5: 0.9110, prec@top5: 0.4745, loss: 0.0665, grad_norm: 0.2205 2021-04-16 01:44:37,775 - mmaction - INFO - Epoch [4][180/3842] lr: 5.910e-02, eta: 10:32:56, time: 1.478, data_time: 0.106, memory: 10738, loss_action_cls: 0.0661, recall@thr=0.5: 0.6814, prec@thr=0.5: 0.7649, recall@top3: 0.7831, prec@top3: 0.6463, recall@top5: 0.9151, prec@top5: 0.4656, loss: 0.0661, grad_norm: 0.2291 2021-04-16 01:45:05,940 - mmaction - INFO - Epoch [4][200/3842] lr: 5.905e-02, eta: 10:32:27, time: 1.408, data_time: 0.220, memory: 10738, loss_action_cls: 0.0653, recall@thr=0.5: 0.6760, prec@thr=0.5: 0.7722, recall@top3: 0.7803, prec@top3: 0.6556, recall@top5: 0.9230, prec@top5: 0.4751, loss: 0.0653, grad_norm: 0.2290 2021-04-16 01:45:32,020 - mmaction - INFO - Epoch [4][220/3842] lr: 5.900e-02, eta: 10:31:53, time: 1.302, data_time: 0.099, memory: 10738, loss_action_cls: 0.0648, recall@thr=0.5: 0.7017, prec@thr=0.5: 0.7644, recall@top3: 0.7870, prec@top3: 0.6571, recall@top5: 0.9202, prec@top5: 0.4731, loss: 0.0648, grad_norm: 0.2170 2021-04-16 01:46:01,835 - mmaction - INFO - Epoch [4][240/3842] lr: 5.894e-02, eta: 10:31:28, time: 1.493, data_time: 0.039, memory: 10738, loss_action_cls: 0.0612, recall@thr=0.5: 0.7012, prec@thr=0.5: 0.7883, recall@top3: 0.8031, prec@top3: 0.6707, recall@top5: 0.9236, prec@top5: 0.4733, loss: 0.0612, grad_norm: 0.2051 2021-04-16 01:46:29,047 - mmaction - INFO - Epoch [4][260/3842] lr: 5.889e-02, eta: 10:30:57, time: 1.360, data_time: 0.001, memory: 10738, loss_action_cls: 0.0661, recall@thr=0.5: 0.6859, prec@thr=0.5: 0.7696, recall@top3: 0.7860, prec@top3: 0.6615, recall@top5: 0.9246, prec@top5: 0.4793, loss: 0.0661, grad_norm: 0.2254 2021-04-16 01:46:56,693 - mmaction - INFO - Epoch [4][280/3842] lr: 5.884e-02, eta: 10:30:27, time: 1.383, data_time: 0.049, memory: 10738, loss_action_cls: 0.0640, recall@thr=0.5: 0.6913, prec@thr=0.5: 0.7755, recall@top3: 0.7861, prec@top3: 0.6566, recall@top5: 0.9214, prec@top5: 0.4738, loss: 0.0640, grad_norm: 0.2304 2021-04-16 01:47:25,568 - mmaction - INFO - Epoch [4][300/3842] lr: 5.879e-02, eta: 10:29:59, time: 1.442, data_time: 0.001, memory: 10738, loss_action_cls: 0.0630, recall@thr=0.5: 0.6913, prec@thr=0.5: 0.7695, recall@top3: 0.7914, prec@top3: 0.6658, recall@top5: 0.9305, prec@top5: 0.4803, loss: 0.0630, grad_norm: 0.2207 2021-04-16 01:47:53,018 - mmaction - INFO - Epoch [4][320/3842] lr: 5.874e-02, eta: 10:29:28, time: 1.373, data_time: 0.072, memory: 10738, loss_action_cls: 0.0651, recall@thr=0.5: 0.6912, prec@thr=0.5: 0.7727, recall@top3: 0.7875, prec@top3: 0.6671, recall@top5: 0.9238, prec@top5: 0.4817, loss: 0.0651, grad_norm: 0.2321 2021-04-16 01:48:20,859 - mmaction - INFO - Epoch [4][340/3842] lr: 5.869e-02, eta: 10:28:59, time: 1.393, data_time: 0.023, memory: 10738, loss_action_cls: 0.0618, recall@thr=0.5: 0.6921, prec@thr=0.5: 0.7816, recall@top3: 0.7951, prec@top3: 0.6693, recall@top5: 0.9295, prec@top5: 0.4806, loss: 0.0618, grad_norm: 0.2235 2021-04-16 01:48:49,022 - mmaction - INFO - Epoch [4][360/3842] lr: 5.864e-02, eta: 10:28:30, time: 1.408, data_time: 0.002, memory: 10738, loss_action_cls: 0.0633, recall@thr=0.5: 0.6868, prec@thr=0.5: 0.7605, recall@top3: 0.7933, prec@top3: 0.6587, recall@top5: 0.9187, prec@top5: 0.4676, loss: 0.0633, grad_norm: 0.2269 2021-04-16 01:49:15,369 - mmaction - INFO - Epoch [4][380/3842] lr: 5.859e-02, eta: 10:27:57, time: 1.317, data_time: 0.016, memory: 10738, loss_action_cls: 0.0647, recall@thr=0.5: 0.6853, prec@thr=0.5: 0.7629, recall@top3: 0.7953, prec@top3: 0.6560, recall@top5: 0.9261, prec@top5: 0.4697, loss: 0.0647, grad_norm: 0.2217 2021-04-16 01:49:44,599 - mmaction - INFO - Epoch [4][400/3842] lr: 5.854e-02, eta: 10:27:30, time: 1.462, data_time: 0.002, memory: 10738, loss_action_cls: 0.0637, recall@thr=0.5: 0.6948, prec@thr=0.5: 0.7653, recall@top3: 0.7879, prec@top3: 0.6629, recall@top5: 0.9253, prec@top5: 0.4807, loss: 0.0637, grad_norm: 0.2231 2021-04-16 01:50:11,885 - mmaction - INFO - Epoch [4][420/3842] lr: 5.849e-02, eta: 10:26:59, time: 1.364, data_time: 0.005, memory: 10738, loss_action_cls: 0.0629, recall@thr=0.5: 0.7032, prec@thr=0.5: 0.7776, recall@top3: 0.8023, prec@top3: 0.6839, recall@top5: 0.9291, prec@top5: 0.4851, loss: 0.0629, grad_norm: 0.2189 2021-04-16 01:50:39,889 - mmaction - INFO - Epoch [4][440/3842] lr: 5.844e-02, eta: 10:26:30, time: 1.400, data_time: 0.001, memory: 10738, loss_action_cls: 0.0643, recall@thr=0.5: 0.6948, prec@thr=0.5: 0.7722, recall@top3: 0.7966, prec@top3: 0.6618, recall@top5: 0.9248, prec@top5: 0.4754, loss: 0.0643, grad_norm: 0.2220 2021-04-16 01:51:08,886 - mmaction - INFO - Epoch [4][460/3842] lr: 5.839e-02, eta: 10:26:03, time: 1.449, data_time: 0.001, memory: 10738, loss_action_cls: 0.0636, recall@thr=0.5: 0.7073, prec@thr=0.5: 0.7702, recall@top3: 0.7917, prec@top3: 0.6660, recall@top5: 0.9209, prec@top5: 0.4777, loss: 0.0636, grad_norm: 0.2197 2021-04-16 01:51:38,280 - mmaction - INFO - Epoch [4][480/3842] lr: 5.834e-02, eta: 10:25:36, time: 1.470, data_time: 0.231, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.6948, prec@thr=0.5: 0.7838, recall@top3: 0.7947, prec@top3: 0.6664, recall@top5: 0.9230, prec@top5: 0.4759, loss: 0.0632, grad_norm: 0.2182 2021-04-16 01:52:05,961 - mmaction - INFO - Epoch [4][500/3842] lr: 5.829e-02, eta: 10:25:06, time: 1.384, data_time: 0.122, memory: 10738, loss_action_cls: 0.0657, recall@thr=0.5: 0.6873, prec@thr=0.5: 0.7680, recall@top3: 0.7872, prec@top3: 0.6643, recall@top5: 0.9193, prec@top5: 0.4769, loss: 0.0657, grad_norm: 0.2172 2021-04-16 01:52:34,503 - mmaction - INFO - Epoch [4][520/3842] lr: 5.823e-02, eta: 10:24:38, time: 1.428, data_time: 0.026, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.6914, prec@thr=0.5: 0.7723, recall@top3: 0.7965, prec@top3: 0.6519, recall@top5: 0.9223, prec@top5: 0.4650, loss: 0.0632, grad_norm: 0.2235 2021-04-16 01:53:01,222 - mmaction - INFO - Epoch [4][540/3842] lr: 5.818e-02, eta: 10:24:06, time: 1.336, data_time: 0.014, memory: 10738, loss_action_cls: 0.0666, recall@thr=0.5: 0.6711, prec@thr=0.5: 0.7565, recall@top3: 0.7739, prec@top3: 0.6565, recall@top5: 0.9091, prec@top5: 0.4743, loss: 0.0666, grad_norm: 0.2217 2021-04-16 01:53:29,363 - mmaction - INFO - Epoch [4][560/3842] lr: 5.813e-02, eta: 10:23:37, time: 1.407, data_time: 0.001, memory: 10738, loss_action_cls: 0.0629, recall@thr=0.5: 0.6993, prec@thr=0.5: 0.7697, recall@top3: 0.7939, prec@top3: 0.6758, recall@top5: 0.9220, prec@top5: 0.4831, loss: 0.0629, grad_norm: 0.2211 2021-04-16 01:53:57,816 - mmaction - INFO - Epoch [4][580/3842] lr: 5.808e-02, eta: 10:23:09, time: 1.422, data_time: 0.112, memory: 10738, loss_action_cls: 0.0648, recall@thr=0.5: 0.6859, prec@thr=0.5: 0.7616, recall@top3: 0.7886, prec@top3: 0.6682, recall@top5: 0.9236, prec@top5: 0.4814, loss: 0.0648, grad_norm: 0.2216 2021-04-16 01:54:24,916 - mmaction - INFO - Epoch [4][600/3842] lr: 5.803e-02, eta: 10:22:37, time: 1.355, data_time: 0.110, memory: 10738, loss_action_cls: 0.0622, recall@thr=0.5: 0.6966, prec@thr=0.5: 0.7701, recall@top3: 0.7965, prec@top3: 0.6686, recall@top5: 0.9257, prec@top5: 0.4777, loss: 0.0622, grad_norm: 0.2147 2021-04-16 01:54:54,737 - mmaction - INFO - Epoch [4][620/3842] lr: 5.798e-02, eta: 10:22:12, time: 1.491, data_time: 0.028, memory: 10738, loss_action_cls: 0.0636, recall@thr=0.5: 0.6970, prec@thr=0.5: 0.7782, recall@top3: 0.7955, prec@top3: 0.6683, recall@top5: 0.9263, prec@top5: 0.4785, loss: 0.0636, grad_norm: 0.2231 2021-04-16 01:55:21,701 - mmaction - INFO - Epoch [4][640/3842] lr: 5.793e-02, eta: 10:21:40, time: 1.348, data_time: 0.001, memory: 10738, loss_action_cls: 0.0647, recall@thr=0.5: 0.6913, prec@thr=0.5: 0.7625, recall@top3: 0.7877, prec@top3: 0.6568, recall@top5: 0.9181, prec@top5: 0.4694, loss: 0.0647, grad_norm: 0.2249 2021-04-16 01:55:48,877 - mmaction - INFO - Epoch [4][660/3842] lr: 5.788e-02, eta: 10:21:09, time: 1.359, data_time: 0.001, memory: 10738, loss_action_cls: 0.0631, recall@thr=0.5: 0.6868, prec@thr=0.5: 0.7670, recall@top3: 0.8003, prec@top3: 0.6658, recall@top5: 0.9295, prec@top5: 0.4753, loss: 0.0631, grad_norm: 0.2208 2021-04-16 01:56:16,501 - mmaction - INFO - Epoch [4][680/3842] lr: 5.782e-02, eta: 10:20:39, time: 1.380, data_time: 0.001, memory: 10738, loss_action_cls: 0.0626, recall@thr=0.5: 0.7044, prec@thr=0.5: 0.7895, recall@top3: 0.7930, prec@top3: 0.6570, recall@top5: 0.9210, prec@top5: 0.4725, loss: 0.0626, grad_norm: 0.2171 2021-04-16 01:56:43,205 - mmaction - INFO - Epoch [4][700/3842] lr: 5.777e-02, eta: 10:20:07, time: 1.335, data_time: 0.085, memory: 10738, loss_action_cls: 0.0652, recall@thr=0.5: 0.6765, prec@thr=0.5: 0.7550, recall@top3: 0.7804, prec@top3: 0.6471, recall@top5: 0.9130, prec@top5: 0.4648, loss: 0.0652, grad_norm: 0.2313 2021-04-16 01:57:11,637 - mmaction - INFO - Epoch [4][720/3842] lr: 5.772e-02, eta: 10:19:39, time: 1.422, data_time: 0.041, memory: 10738, loss_action_cls: 0.0651, recall@thr=0.5: 0.6695, prec@thr=0.5: 0.7531, recall@top3: 0.7835, prec@top3: 0.6423, recall@top5: 0.9174, prec@top5: 0.4620, loss: 0.0651, grad_norm: 0.2265 2021-04-16 01:57:39,236 - mmaction - INFO - Epoch [4][740/3842] lr: 5.767e-02, eta: 10:19:09, time: 1.380, data_time: 0.006, memory: 10738, loss_action_cls: 0.0667, recall@thr=0.5: 0.6745, prec@thr=0.5: 0.7703, recall@top3: 0.7757, prec@top3: 0.6552, recall@top5: 0.9141, prec@top5: 0.4753, loss: 0.0667, grad_norm: 0.2223 2021-04-16 01:58:06,686 - mmaction - INFO - Epoch [4][760/3842] lr: 5.762e-02, eta: 10:18:38, time: 1.371, data_time: 0.001, memory: 10738, loss_action_cls: 0.0645, recall@thr=0.5: 0.6895, prec@thr=0.5: 0.7707, recall@top3: 0.7878, prec@top3: 0.6611, recall@top5: 0.9210, prec@top5: 0.4758, loss: 0.0645, grad_norm: 0.2102 2021-04-16 01:58:33,963 - mmaction - INFO - Epoch [4][780/3842] lr: 5.757e-02, eta: 10:18:07, time: 1.365, data_time: 0.002, memory: 10738, loss_action_cls: 0.0642, recall@thr=0.5: 0.6959, prec@thr=0.5: 0.7688, recall@top3: 0.7854, prec@top3: 0.6648, recall@top5: 0.9228, prec@top5: 0.4778, loss: 0.0642, grad_norm: 0.2170 2021-04-16 01:59:01,275 - mmaction - INFO - Epoch [4][800/3842] lr: 5.751e-02, eta: 10:17:37, time: 1.366, data_time: 0.001, memory: 10738, loss_action_cls: 0.0633, recall@thr=0.5: 0.7011, prec@thr=0.5: 0.7813, recall@top3: 0.7962, prec@top3: 0.6588, recall@top5: 0.9222, prec@top5: 0.4716, loss: 0.0633, grad_norm: 0.2234 2021-04-16 01:59:30,062 - mmaction - INFO - Epoch [4][820/3842] lr: 5.746e-02, eta: 10:17:09, time: 1.439, data_time: 0.241, memory: 10738, loss_action_cls: 0.0663, recall@thr=0.5: 0.6827, prec@thr=0.5: 0.7678, recall@top3: 0.7769, prec@top3: 0.6526, recall@top5: 0.9133, prec@top5: 0.4710, loss: 0.0663, grad_norm: 0.2217 2021-04-16 01:59:57,381 - mmaction - INFO - Epoch [4][840/3842] lr: 5.741e-02, eta: 10:16:38, time: 1.365, data_time: 0.102, memory: 10738, loss_action_cls: 0.0611, recall@thr=0.5: 0.6997, prec@thr=0.5: 0.7780, recall@top3: 0.8058, prec@top3: 0.6649, recall@top5: 0.9270, prec@top5: 0.4708, loss: 0.0611, grad_norm: 0.2193 2021-04-16 02:00:25,608 - mmaction - INFO - Epoch [4][860/3842] lr: 5.736e-02, eta: 10:16:10, time: 1.412, data_time: 0.002, memory: 10738, loss_action_cls: 0.0628, recall@thr=0.5: 0.6963, prec@thr=0.5: 0.7842, recall@top3: 0.7967, prec@top3: 0.6675, recall@top5: 0.9197, prec@top5: 0.4730, loss: 0.0628, grad_norm: 0.2233 2021-04-16 02:00:54,604 - mmaction - INFO - Epoch [4][880/3842] lr: 5.731e-02, eta: 10:15:43, time: 1.449, data_time: 0.001, memory: 10738, loss_action_cls: 0.0651, recall@thr=0.5: 0.6900, prec@thr=0.5: 0.7830, recall@top3: 0.7853, prec@top3: 0.6635, recall@top5: 0.9140, prec@top5: 0.4748, loss: 0.0651, grad_norm: 0.2231 2021-04-16 02:01:21,982 - mmaction - INFO - Epoch [4][900/3842] lr: 5.725e-02, eta: 10:15:12, time: 1.370, data_time: 0.001, memory: 10738, loss_action_cls: 0.0634, recall@thr=0.5: 0.6957, prec@thr=0.5: 0.7892, recall@top3: 0.7956, prec@top3: 0.6697, recall@top5: 0.9241, prec@top5: 0.4776, loss: 0.0634, grad_norm: 0.2204 2021-04-16 02:01:49,091 - mmaction - INFO - Epoch [4][920/3842] lr: 5.720e-02, eta: 10:14:41, time: 1.355, data_time: 0.019, memory: 10738, loss_action_cls: 0.0640, recall@thr=0.5: 0.7068, prec@thr=0.5: 0.7747, recall@top3: 0.7897, prec@top3: 0.6641, recall@top5: 0.9192, prec@top5: 0.4760, loss: 0.0640, grad_norm: 0.2237 2021-04-16 02:02:16,704 - mmaction - INFO - Epoch [4][940/3842] lr: 5.715e-02, eta: 10:14:11, time: 1.381, data_time: 0.095, memory: 10738, loss_action_cls: 0.0661, recall@thr=0.5: 0.6681, prec@thr=0.5: 0.7510, recall@top3: 0.7814, prec@top3: 0.6409, recall@top5: 0.9211, prec@top5: 0.4650, loss: 0.0661, grad_norm: 0.2243 2021-04-16 02:02:44,145 - mmaction - INFO - Epoch [4][960/3842] lr: 5.710e-02, eta: 10:13:40, time: 1.371, data_time: 0.096, memory: 10738, loss_action_cls: 0.0616, recall@thr=0.5: 0.7033, prec@thr=0.5: 0.7744, recall@top3: 0.7976, prec@top3: 0.6801, recall@top5: 0.9346, prec@top5: 0.4898, loss: 0.0616, grad_norm: 0.2172 2021-04-16 02:03:11,145 - mmaction - INFO - Epoch [4][980/3842] lr: 5.705e-02, eta: 10:13:09, time: 1.351, data_time: 0.080, memory: 10738, loss_action_cls: 0.0634, recall@thr=0.5: 0.6858, prec@thr=0.5: 0.7635, recall@top3: 0.7957, prec@top3: 0.6601, recall@top5: 0.9233, prec@top5: 0.4693, loss: 0.0634, grad_norm: 0.2195 2021-04-16 02:03:39,279 - mmaction - INFO - Epoch [4][1000/3842] lr: 5.699e-02, eta: 10:12:40, time: 1.406, data_time: 0.036, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.6793, prec@thr=0.5: 0.7634, recall@top3: 0.7978, prec@top3: 0.6527, recall@top5: 0.9277, prec@top5: 0.4662, loss: 0.0632, grad_norm: 0.2079 2021-04-16 02:04:07,677 - mmaction - INFO - Epoch [4][1020/3842] lr: 5.694e-02, eta: 10:12:12, time: 1.420, data_time: 0.021, memory: 10738, loss_action_cls: 0.0642, recall@thr=0.5: 0.6816, prec@thr=0.5: 0.7678, recall@top3: 0.7917, prec@top3: 0.6482, recall@top5: 0.9195, prec@top5: 0.4631, loss: 0.0642, grad_norm: 0.2331 2021-04-16 02:04:35,272 - mmaction - INFO - Epoch [4][1040/3842] lr: 5.689e-02, eta: 10:11:42, time: 1.379, data_time: 0.001, memory: 10738, loss_action_cls: 0.0658, recall@thr=0.5: 0.6859, prec@thr=0.5: 0.7668, recall@top3: 0.7843, prec@top3: 0.6660, recall@top5: 0.9206, prec@top5: 0.4800, loss: 0.0658, grad_norm: 0.2242 2021-04-16 02:05:01,883 - mmaction - INFO - Epoch [4][1060/3842] lr: 5.684e-02, eta: 10:11:10, time: 1.332, data_time: 0.059, memory: 10738, loss_action_cls: 0.0624, recall@thr=0.5: 0.6849, prec@thr=0.5: 0.7742, recall@top3: 0.7883, prec@top3: 0.6635, recall@top5: 0.9239, prec@top5: 0.4786, loss: 0.0624, grad_norm: 0.2082 2021-04-16 02:05:30,115 - mmaction - INFO - Epoch [4][1080/3842] lr: 5.678e-02, eta: 10:10:41, time: 1.411, data_time: 0.030, memory: 10738, loss_action_cls: 0.0643, recall@thr=0.5: 0.7078, prec@thr=0.5: 0.7731, recall@top3: 0.7892, prec@top3: 0.6675, recall@top5: 0.9203, prec@top5: 0.4797, loss: 0.0643, grad_norm: 0.2222 2021-04-16 02:05:56,945 - mmaction - INFO - Epoch [4][1100/3842] lr: 5.673e-02, eta: 10:10:09, time: 1.342, data_time: 0.110, memory: 10738, loss_action_cls: 0.0655, recall@thr=0.5: 0.6845, prec@thr=0.5: 0.7772, recall@top3: 0.7851, prec@top3: 0.6643, recall@top5: 0.9125, prec@top5: 0.4752, loss: 0.0655, grad_norm: 0.2234 2021-04-16 02:06:25,391 - mmaction - INFO - Epoch [4][1120/3842] lr: 5.668e-02, eta: 10:09:41, time: 1.422, data_time: 0.001, memory: 10738, loss_action_cls: 0.0649, recall@thr=0.5: 0.6867, prec@thr=0.5: 0.7612, recall@top3: 0.7911, prec@top3: 0.6593, recall@top5: 0.9219, prec@top5: 0.4733, loss: 0.0649, grad_norm: 0.2191 2021-04-16 02:06:52,967 - mmaction - INFO - Epoch [4][1140/3842] lr: 5.662e-02, eta: 10:09:11, time: 1.379, data_time: 0.001, memory: 10738, loss_action_cls: 0.0640, recall@thr=0.5: 0.6941, prec@thr=0.5: 0.7718, recall@top3: 0.7886, prec@top3: 0.6736, recall@top5: 0.9219, prec@top5: 0.4812, loss: 0.0640, grad_norm: 0.2173 2021-04-16 02:07:21,296 - mmaction - INFO - Epoch [4][1160/3842] lr: 5.657e-02, eta: 10:08:43, time: 1.417, data_time: 0.108, memory: 10738, loss_action_cls: 0.0620, recall@thr=0.5: 0.7006, prec@thr=0.5: 0.7817, recall@top3: 0.8032, prec@top3: 0.6775, recall@top5: 0.9265, prec@top5: 0.4789, loss: 0.0620, grad_norm: 0.2168 2021-04-16 02:07:48,827 - mmaction - INFO - Epoch [4][1180/3842] lr: 5.652e-02, eta: 10:08:13, time: 1.377, data_time: 0.001, memory: 10738, loss_action_cls: 0.0628, recall@thr=0.5: 0.6947, prec@thr=0.5: 0.7723, recall@top3: 0.7942, prec@top3: 0.6666, recall@top5: 0.9198, prec@top5: 0.4752, loss: 0.0628, grad_norm: 0.2226 2021-04-16 02:08:16,998 - mmaction - INFO - Epoch [4][1200/3842] lr: 5.647e-02, eta: 10:07:44, time: 1.409, data_time: 0.045, memory: 10738, loss_action_cls: 0.0635, recall@thr=0.5: 0.6898, prec@thr=0.5: 0.7597, recall@top3: 0.7887, prec@top3: 0.6601, recall@top5: 0.9168, prec@top5: 0.4721, loss: 0.0635, grad_norm: 0.2121 2021-04-16 02:08:45,555 - mmaction - INFO - Epoch [4][1220/3842] lr: 5.641e-02, eta: 10:07:16, time: 1.427, data_time: 0.093, memory: 10738, loss_action_cls: 0.0642, recall@thr=0.5: 0.6923, prec@thr=0.5: 0.7761, recall@top3: 0.7868, prec@top3: 0.6700, recall@top5: 0.9159, prec@top5: 0.4784, loss: 0.0642, grad_norm: 0.2200 2021-04-16 02:09:13,841 - mmaction - INFO - Epoch [4][1240/3842] lr: 5.636e-02, eta: 10:06:47, time: 1.414, data_time: 0.141, memory: 10738, loss_action_cls: 0.0619, recall@thr=0.5: 0.7024, prec@thr=0.5: 0.7950, recall@top3: 0.8086, prec@top3: 0.6836, recall@top5: 0.9269, prec@top5: 0.4820, loss: 0.0619, grad_norm: 0.2295 2021-04-16 02:09:42,678 - mmaction - INFO - Epoch [4][1260/3842] lr: 5.631e-02, eta: 10:06:20, time: 1.443, data_time: 0.185, memory: 10738, loss_action_cls: 0.0641, recall@thr=0.5: 0.6915, prec@thr=0.5: 0.7713, recall@top3: 0.7917, prec@top3: 0.6567, recall@top5: 0.9176, prec@top5: 0.4673, loss: 0.0641, grad_norm: 0.2166 2021-04-16 02:10:08,460 - mmaction - INFO - Epoch [4][1280/3842] lr: 5.625e-02, eta: 10:05:46, time: 1.289, data_time: 0.061, memory: 10738, loss_action_cls: 0.0614, recall@thr=0.5: 0.7018, prec@thr=0.5: 0.7854, recall@top3: 0.8030, prec@top3: 0.6778, recall@top5: 0.9296, prec@top5: 0.4817, loss: 0.0614, grad_norm: 0.2116 2021-04-16 02:10:37,392 - mmaction - INFO - Epoch [4][1300/3842] lr: 5.620e-02, eta: 10:05:19, time: 1.447, data_time: 0.002, memory: 10738, loss_action_cls: 0.0634, recall@thr=0.5: 0.6883, prec@thr=0.5: 0.7658, recall@top3: 0.7940, prec@top3: 0.6553, recall@top5: 0.9219, prec@top5: 0.4686, loss: 0.0634, grad_norm: 0.2239 2021-04-16 02:11:06,080 - mmaction - INFO - Epoch [4][1320/3842] lr: 5.615e-02, eta: 10:04:51, time: 1.432, data_time: 0.001, memory: 10738, loss_action_cls: 0.0640, recall@thr=0.5: 0.6823, prec@thr=0.5: 0.7561, recall@top3: 0.7866, prec@top3: 0.6607, recall@top5: 0.9140, prec@top5: 0.4718, loss: 0.0640, grad_norm: 0.2185 2021-04-16 02:11:33,854 - mmaction - INFO - Epoch [4][1340/3842] lr: 5.609e-02, eta: 10:04:21, time: 1.389, data_time: 0.003, memory: 10738, loss_action_cls: 0.0638, recall@thr=0.5: 0.6936, prec@thr=0.5: 0.7785, recall@top3: 0.7928, prec@top3: 0.6774, recall@top5: 0.9211, prec@top5: 0.4846, loss: 0.0638, grad_norm: 0.2251 2021-04-16 02:12:01,058 - mmaction - INFO - Epoch [4][1360/3842] lr: 5.604e-02, eta: 10:03:51, time: 1.362, data_time: 0.003, memory: 10738, loss_action_cls: 0.0638, recall@thr=0.5: 0.6914, prec@thr=0.5: 0.7724, recall@top3: 0.7903, prec@top3: 0.6618, recall@top5: 0.9185, prec@top5: 0.4729, loss: 0.0638, grad_norm: 0.2245 2021-04-16 02:12:27,272 - mmaction - INFO - Epoch [4][1380/3842] lr: 5.599e-02, eta: 10:03:18, time: 1.311, data_time: 0.001, memory: 10738, loss_action_cls: 0.0622, recall@thr=0.5: 0.7006, prec@thr=0.5: 0.7836, recall@top3: 0.8055, prec@top3: 0.6577, recall@top5: 0.9279, prec@top5: 0.4678, loss: 0.0622, grad_norm: 0.2192 2021-04-16 02:12:54,457 - mmaction - INFO - Epoch [4][1400/3842] lr: 5.593e-02, eta: 10:02:47, time: 1.358, data_time: 0.029, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.6794, prec@thr=0.5: 0.7654, recall@top3: 0.7891, prec@top3: 0.6634, recall@top5: 0.9263, prec@top5: 0.4781, loss: 0.0632, grad_norm: 0.2346 2021-04-16 02:13:24,656 - mmaction - INFO - Epoch [4][1420/3842] lr: 5.588e-02, eta: 10:02:23, time: 1.511, data_time: 0.001, memory: 10738, loss_action_cls: 0.0635, recall@thr=0.5: 0.6959, prec@thr=0.5: 0.7695, recall@top3: 0.8004, prec@top3: 0.6567, recall@top5: 0.9239, prec@top5: 0.4688, loss: 0.0635, grad_norm: 0.2223 2021-04-16 02:13:51,291 - mmaction - INFO - Epoch [4][1440/3842] lr: 5.583e-02, eta: 10:01:51, time: 1.332, data_time: 0.033, memory: 10738, loss_action_cls: 0.0621, recall@thr=0.5: 0.6959, prec@thr=0.5: 0.7829, recall@top3: 0.7956, prec@top3: 0.6766, recall@top5: 0.9189, prec@top5: 0.4800, loss: 0.0621, grad_norm: 0.2167 2021-04-16 02:14:20,381 - mmaction - INFO - Epoch [4][1460/3842] lr: 5.577e-02, eta: 10:01:24, time: 1.455, data_time: 0.235, memory: 10738, loss_action_cls: 0.0635, recall@thr=0.5: 0.7070, prec@thr=0.5: 0.7817, recall@top3: 0.7980, prec@top3: 0.6777, recall@top5: 0.9236, prec@top5: 0.4853, loss: 0.0635, grad_norm: 0.2182 2021-04-16 02:14:46,876 - mmaction - INFO - Epoch [4][1480/3842] lr: 5.572e-02, eta: 10:00:52, time: 1.324, data_time: 0.073, memory: 10738, loss_action_cls: 0.0646, recall@thr=0.5: 0.6848, prec@thr=0.5: 0.7661, recall@top3: 0.7863, prec@top3: 0.6650, recall@top5: 0.9156, prec@top5: 0.4757, loss: 0.0646, grad_norm: 0.2219 2021-04-16 02:15:14,758 - mmaction - INFO - Epoch [4][1500/3842] lr: 5.567e-02, eta: 10:00:22, time: 1.394, data_time: 0.002, memory: 10738, loss_action_cls: 0.0630, recall@thr=0.5: 0.6880, prec@thr=0.5: 0.7789, recall@top3: 0.7850, prec@top3: 0.6668, recall@top5: 0.9217, prec@top5: 0.4799, loss: 0.0630, grad_norm: 0.2210 2021-04-16 02:15:43,372 - mmaction - INFO - Epoch [4][1520/3842] lr: 5.561e-02, eta: 9:59:54, time: 1.431, data_time: 0.002, memory: 10738, loss_action_cls: 0.0619, recall@thr=0.5: 0.6981, prec@thr=0.5: 0.7733, recall@top3: 0.7951, prec@top3: 0.6622, recall@top5: 0.9273, prec@top5: 0.4746, loss: 0.0619, grad_norm: 0.2340 2021-04-16 02:16:10,761 - mmaction - INFO - Epoch [4][1540/3842] lr: 5.556e-02, eta: 9:59:24, time: 1.369, data_time: 0.015, memory: 10738, loss_action_cls: 0.0639, recall@thr=0.5: 0.6812, prec@thr=0.5: 0.7687, recall@top3: 0.7890, prec@top3: 0.6505, recall@top5: 0.9229, prec@top5: 0.4691, loss: 0.0639, grad_norm: 0.2177 2021-04-16 02:16:37,959 - mmaction - INFO - Epoch [4][1560/3842] lr: 5.551e-02, eta: 9:58:54, time: 1.361, data_time: 0.006, memory: 10738, loss_action_cls: 0.0605, recall@thr=0.5: 0.7105, prec@thr=0.5: 0.7934, recall@top3: 0.8065, prec@top3: 0.6808, recall@top5: 0.9318, prec@top5: 0.4834, loss: 0.0605, grad_norm: 0.2288 2021-04-16 02:17:07,170 - mmaction - INFO - Epoch [4][1580/3842] lr: 5.545e-02, eta: 9:58:27, time: 1.460, data_time: 0.001, memory: 10738, loss_action_cls: 0.0621, recall@thr=0.5: 0.7039, prec@thr=0.5: 0.7800, recall@top3: 0.7995, prec@top3: 0.6642, recall@top5: 0.9246, prec@top5: 0.4734, loss: 0.0621, grad_norm: 0.2244 2021-04-16 02:17:35,463 - mmaction - INFO - Epoch [4][1600/3842] lr: 5.540e-02, eta: 9:57:58, time: 1.415, data_time: 0.100, memory: 10738, loss_action_cls: 0.0611, recall@thr=0.5: 0.6978, prec@thr=0.5: 0.7844, recall@top3: 0.8042, prec@top3: 0.6768, recall@top5: 0.9326, prec@top5: 0.4823, loss: 0.0611, grad_norm: 0.2205 2021-04-16 02:18:03,199 - mmaction - INFO - Epoch [4][1620/3842] lr: 5.534e-02, eta: 9:57:29, time: 1.386, data_time: 0.089, memory: 10738, loss_action_cls: 0.0626, recall@thr=0.5: 0.7185, prec@thr=0.5: 0.7828, recall@top3: 0.8039, prec@top3: 0.6740, recall@top5: 0.9281, prec@top5: 0.4791, loss: 0.0626, grad_norm: 0.2236 2021-04-16 02:18:32,304 - mmaction - INFO - Epoch [4][1640/3842] lr: 5.529e-02, eta: 9:57:02, time: 1.456, data_time: 0.097, memory: 10738, loss_action_cls: 0.0604, recall@thr=0.5: 0.7131, prec@thr=0.5: 0.7970, recall@top3: 0.8108, prec@top3: 0.6811, recall@top5: 0.9294, prec@top5: 0.4796, loss: 0.0604, grad_norm: 0.2145 2021-04-16 02:18:58,123 - mmaction - INFO - Epoch [4][1660/3842] lr: 5.524e-02, eta: 9:56:28, time: 1.289, data_time: 0.001, memory: 10738, loss_action_cls: 0.0635, recall@thr=0.5: 0.6830, prec@thr=0.5: 0.7710, recall@top3: 0.7888, prec@top3: 0.6559, recall@top5: 0.9217, prec@top5: 0.4717, loss: 0.0635, grad_norm: 0.2221 2021-04-16 02:19:27,129 - mmaction - INFO - Epoch [4][1680/3842] lr: 5.518e-02, eta: 9:56:01, time: 1.452, data_time: 0.003, memory: 10738, loss_action_cls: 0.0621, recall@thr=0.5: 0.7065, prec@thr=0.5: 0.7743, recall@top3: 0.7924, prec@top3: 0.6780, recall@top5: 0.9208, prec@top5: 0.4837, loss: 0.0621, grad_norm: 0.2173 2021-04-16 02:19:56,935 - mmaction - INFO - Epoch [4][1700/3842] lr: 5.513e-02, eta: 9:55:36, time: 1.491, data_time: 0.002, memory: 10738, loss_action_cls: 0.0629, recall@thr=0.5: 0.6922, prec@thr=0.5: 0.7692, recall@top3: 0.7956, prec@top3: 0.6654, recall@top5: 0.9267, prec@top5: 0.4757, loss: 0.0629, grad_norm: 0.2153 2021-04-16 02:20:23,489 - mmaction - INFO - Epoch [4][1720/3842] lr: 5.507e-02, eta: 9:55:04, time: 1.328, data_time: 0.001, memory: 10738, loss_action_cls: 0.0621, recall@thr=0.5: 0.6902, prec@thr=0.5: 0.7771, recall@top3: 0.7980, prec@top3: 0.6563, recall@top5: 0.9200, prec@top5: 0.4641, loss: 0.0621, grad_norm: 0.2140 2021-04-16 02:20:49,802 - mmaction - INFO - Epoch [4][1740/3842] lr: 5.502e-02, eta: 9:54:32, time: 1.314, data_time: 0.001, memory: 10738, loss_action_cls: 0.0625, recall@thr=0.5: 0.6951, prec@thr=0.5: 0.7839, recall@top3: 0.7938, prec@top3: 0.6718, recall@top5: 0.9232, prec@top5: 0.4814, loss: 0.0625, grad_norm: 0.2191 2021-04-16 02:21:17,175 - mmaction - INFO - Epoch [4][1760/3842] lr: 5.497e-02, eta: 9:54:01, time: 1.370, data_time: 0.003, memory: 10738, loss_action_cls: 0.0630, recall@thr=0.5: 0.6961, prec@thr=0.5: 0.7765, recall@top3: 0.7921, prec@top3: 0.6587, recall@top5: 0.9225, prec@top5: 0.4707, loss: 0.0630, grad_norm: 0.2097 2021-04-16 02:21:45,770 - mmaction - INFO - Epoch [4][1780/3842] lr: 5.491e-02, eta: 9:53:34, time: 1.430, data_time: 0.001, memory: 10738, loss_action_cls: 0.0640, recall@thr=0.5: 0.6817, prec@thr=0.5: 0.7633, recall@top3: 0.7914, prec@top3: 0.6527, recall@top5: 0.9230, prec@top5: 0.4671, loss: 0.0640, grad_norm: 0.2340 2021-04-16 02:22:14,306 - mmaction - INFO - Epoch [4][1800/3842] lr: 5.486e-02, eta: 9:53:05, time: 1.426, data_time: 0.180, memory: 10738, loss_action_cls: 0.0633, recall@thr=0.5: 0.6846, prec@thr=0.5: 0.7731, recall@top3: 0.7948, prec@top3: 0.6625, recall@top5: 0.9226, prec@top5: 0.4718, loss: 0.0633, grad_norm: 0.2199 2021-04-16 02:22:42,545 - mmaction - INFO - Epoch [4][1820/3842] lr: 5.480e-02, eta: 9:52:37, time: 1.411, data_time: 0.036, memory: 10738, loss_action_cls: 0.0627, recall@thr=0.5: 0.7117, prec@thr=0.5: 0.7851, recall@top3: 0.7986, prec@top3: 0.6783, recall@top5: 0.9236, prec@top5: 0.4830, loss: 0.0627, grad_norm: 0.2159 2021-04-16 02:23:11,611 - mmaction - INFO - Epoch [4][1840/3842] lr: 5.475e-02, eta: 9:52:10, time: 1.454, data_time: 0.003, memory: 10738, loss_action_cls: 0.0639, recall@thr=0.5: 0.7018, prec@thr=0.5: 0.7709, recall@top3: 0.7936, prec@top3: 0.6721, recall@top5: 0.9265, prec@top5: 0.4815, loss: 0.0639, grad_norm: 0.2212 2021-04-16 02:23:39,729 - mmaction - INFO - Epoch [4][1860/3842] lr: 5.469e-02, eta: 9:51:41, time: 1.407, data_time: 0.002, memory: 10738, loss_action_cls: 0.0633, recall@thr=0.5: 0.7015, prec@thr=0.5: 0.7807, recall@top3: 0.8033, prec@top3: 0.6617, recall@top5: 0.9233, prec@top5: 0.4686, loss: 0.0633, grad_norm: 0.2189 2021-04-16 02:24:05,826 - mmaction - INFO - Epoch [4][1880/3842] lr: 5.464e-02, eta: 9:51:08, time: 1.304, data_time: 0.001, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.7007, prec@thr=0.5: 0.7796, recall@top3: 0.7986, prec@top3: 0.6754, recall@top5: 0.9207, prec@top5: 0.4792, loss: 0.0632, grad_norm: 0.2153 2021-04-16 02:24:33,242 - mmaction - INFO - Epoch [4][1900/3842] lr: 5.458e-02, eta: 9:50:38, time: 1.372, data_time: 0.002, memory: 10738, loss_action_cls: 0.0629, recall@thr=0.5: 0.7114, prec@thr=0.5: 0.7886, recall@top3: 0.7921, prec@top3: 0.6716, recall@top5: 0.9233, prec@top5: 0.4796, loss: 0.0629, grad_norm: 0.2222 2021-04-16 02:25:02,409 - mmaction - INFO - Epoch [4][1920/3842] lr: 5.453e-02, eta: 9:50:11, time: 1.459, data_time: 0.078, memory: 10738, loss_action_cls: 0.0628, recall@thr=0.5: 0.6931, prec@thr=0.5: 0.7662, recall@top3: 0.8019, prec@top3: 0.6606, recall@top5: 0.9254, prec@top5: 0.4681, loss: 0.0628, grad_norm: 0.2199 2021-04-16 02:25:30,807 - mmaction - INFO - Epoch [4][1940/3842] lr: 5.448e-02, eta: 9:49:43, time: 1.419, data_time: 0.001, memory: 10738, loss_action_cls: 0.0639, recall@thr=0.5: 0.6822, prec@thr=0.5: 0.7656, recall@top3: 0.7863, prec@top3: 0.6553, recall@top5: 0.9131, prec@top5: 0.4670, loss: 0.0639, grad_norm: 0.2271 2021-04-16 02:25:57,545 - mmaction - INFO - Epoch [4][1960/3842] lr: 5.442e-02, eta: 9:49:12, time: 1.337, data_time: 0.001, memory: 10738, loss_action_cls: 0.0628, recall@thr=0.5: 0.6934, prec@thr=0.5: 0.7647, recall@top3: 0.7915, prec@top3: 0.6606, recall@top5: 0.9163, prec@top5: 0.4689, loss: 0.0628, grad_norm: 0.2239 2021-04-16 02:26:25,693 - mmaction - INFO - Epoch [4][1980/3842] lr: 5.437e-02, eta: 9:48:43, time: 1.408, data_time: 0.040, memory: 10738, loss_action_cls: 0.0634, recall@thr=0.5: 0.7015, prec@thr=0.5: 0.7741, recall@top3: 0.7965, prec@top3: 0.6656, recall@top5: 0.9306, prec@top5: 0.4791, loss: 0.0634, grad_norm: 0.2168 2021-04-16 02:26:53,411 - mmaction - INFO - Epoch [4][2000/3842] lr: 5.431e-02, eta: 9:48:14, time: 1.386, data_time: 0.037, memory: 10738, loss_action_cls: 0.0606, recall@thr=0.5: 0.7003, prec@thr=0.5: 0.7850, recall@top3: 0.8004, prec@top3: 0.6701, recall@top5: 0.9304, prec@top5: 0.4785, loss: 0.0606, grad_norm: 0.2253 2021-04-16 02:27:19,985 - mmaction - INFO - Epoch [4][2020/3842] lr: 5.426e-02, eta: 9:47:42, time: 1.329, data_time: 0.039, memory: 10738, loss_action_cls: 0.0615, recall@thr=0.5: 0.7046, prec@thr=0.5: 0.7816, recall@top3: 0.8077, prec@top3: 0.6688, recall@top5: 0.9282, prec@top5: 0.4746, loss: 0.0615, grad_norm: 0.2280 2021-04-16 02:27:48,556 - mmaction - INFO - Epoch [4][2040/3842] lr: 5.420e-02, eta: 9:47:14, time: 1.428, data_time: 0.001, memory: 10738, loss_action_cls: 0.0638, recall@thr=0.5: 0.6962, prec@thr=0.5: 0.7779, recall@top3: 0.7950, prec@top3: 0.6697, recall@top5: 0.9221, prec@top5: 0.4776, loss: 0.0638, grad_norm: 0.2264 2021-04-16 02:28:16,031 - mmaction - INFO - Epoch [4][2060/3842] lr: 5.415e-02, eta: 9:46:44, time: 1.375, data_time: 0.132, memory: 10738, loss_action_cls: 0.0622, recall@thr=0.5: 0.6847, prec@thr=0.5: 0.7746, recall@top3: 0.7929, prec@top3: 0.6741, recall@top5: 0.9310, prec@top5: 0.4875, loss: 0.0622, grad_norm: 0.2373 2021-04-16 02:28:45,952 - mmaction - INFO - Epoch [4][2080/3842] lr: 5.409e-02, eta: 9:46:19, time: 1.496, data_time: 0.299, memory: 10738, loss_action_cls: 0.0631, recall@thr=0.5: 0.7088, prec@thr=0.5: 0.7648, recall@top3: 0.8014, prec@top3: 0.6711, recall@top5: 0.9245, prec@top5: 0.4746, loss: 0.0631, grad_norm: 0.2265 2021-04-16 02:29:13,077 - mmaction - INFO - Epoch [4][2100/3842] lr: 5.404e-02, eta: 9:45:48, time: 1.356, data_time: 0.005, memory: 10738, loss_action_cls: 0.0627, recall@thr=0.5: 0.6921, prec@thr=0.5: 0.7735, recall@top3: 0.7964, prec@top3: 0.6657, recall@top5: 0.9255, prec@top5: 0.4756, loss: 0.0627, grad_norm: 0.2096 2021-04-16 02:29:40,449 - mmaction - INFO - Epoch [4][2120/3842] lr: 5.398e-02, eta: 9:45:18, time: 1.369, data_time: 0.001, memory: 10738, loss_action_cls: 0.0605, recall@thr=0.5: 0.7022, prec@thr=0.5: 0.7819, recall@top3: 0.8059, prec@top3: 0.6611, recall@top5: 0.9269, prec@top5: 0.4674, loss: 0.0605, grad_norm: 0.2215 2021-04-16 02:30:08,221 - mmaction - INFO - Epoch [4][2140/3842] lr: 5.393e-02, eta: 9:44:48, time: 1.389, data_time: 0.091, memory: 10738, loss_action_cls: 0.0630, recall@thr=0.5: 0.6959, prec@thr=0.5: 0.7747, recall@top3: 0.7898, prec@top3: 0.6689, recall@top5: 0.9275, prec@top5: 0.4844, loss: 0.0630, grad_norm: 0.2370 2021-04-16 02:30:37,183 - mmaction - INFO - Epoch [4][2160/3842] lr: 5.387e-02, eta: 9:44:21, time: 1.448, data_time: 0.039, memory: 10738, loss_action_cls: 0.0622, recall@thr=0.5: 0.6924, prec@thr=0.5: 0.7815, recall@top3: 0.7905, prec@top3: 0.6679, recall@top5: 0.9164, prec@top5: 0.4755, loss: 0.0622, grad_norm: 0.2232 2021-04-16 02:31:04,246 - mmaction - INFO - Epoch [4][2180/3842] lr: 5.382e-02, eta: 9:43:50, time: 1.352, data_time: 0.001, memory: 10738, loss_action_cls: 0.0620, recall@thr=0.5: 0.6882, prec@thr=0.5: 0.7663, recall@top3: 0.7980, prec@top3: 0.6664, recall@top5: 0.9250, prec@top5: 0.4749, loss: 0.0620, grad_norm: 0.2303 2021-04-16 02:31:32,567 - mmaction - INFO - Epoch [4][2200/3842] lr: 5.376e-02, eta: 9:43:22, time: 1.417, data_time: 0.001, memory: 10738, loss_action_cls: 0.0618, recall@thr=0.5: 0.6969, prec@thr=0.5: 0.7719, recall@top3: 0.8013, prec@top3: 0.6667, recall@top5: 0.9305, prec@top5: 0.4761, loss: 0.0618, grad_norm: 0.2329 2021-04-16 02:32:01,245 - mmaction - INFO - Epoch [4][2220/3842] lr: 5.371e-02, eta: 9:42:54, time: 1.433, data_time: 0.001, memory: 10738, loss_action_cls: 0.0618, recall@thr=0.5: 0.7108, prec@thr=0.5: 0.7767, recall@top3: 0.7950, prec@top3: 0.6694, recall@top5: 0.9266, prec@top5: 0.4813, loss: 0.0618, grad_norm: 0.2276 2021-04-16 02:32:30,803 - mmaction - INFO - Epoch [4][2240/3842] lr: 5.365e-02, eta: 9:42:28, time: 1.479, data_time: 0.002, memory: 10738, loss_action_cls: 0.0598, recall@thr=0.5: 0.7109, prec@thr=0.5: 0.7818, recall@top3: 0.8105, prec@top3: 0.6786, recall@top5: 0.9291, prec@top5: 0.4768, loss: 0.0598, grad_norm: 0.2143 2021-04-16 02:32:58,393 - mmaction - INFO - Epoch [4][2260/3842] lr: 5.359e-02, eta: 9:41:58, time: 1.379, data_time: 0.073, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.6946, prec@thr=0.5: 0.7744, recall@top3: 0.7966, prec@top3: 0.6683, recall@top5: 0.9236, prec@top5: 0.4773, loss: 0.0632, grad_norm: 0.2130 2021-04-16 02:33:26,029 - mmaction - INFO - Epoch [4][2280/3842] lr: 5.354e-02, eta: 9:41:29, time: 1.382, data_time: 0.001, memory: 10738, loss_action_cls: 0.0616, recall@thr=0.5: 0.7103, prec@thr=0.5: 0.7684, recall@top3: 0.8005, prec@top3: 0.6738, recall@top5: 0.9276, prec@top5: 0.4794, loss: 0.0616, grad_norm: 0.2354 2021-04-16 02:33:54,868 - mmaction - INFO - Epoch [4][2300/3842] lr: 5.348e-02, eta: 9:41:01, time: 1.440, data_time: 0.001, memory: 10738, loss_action_cls: 0.0656, recall@thr=0.5: 0.6895, prec@thr=0.5: 0.7583, recall@top3: 0.7839, prec@top3: 0.6532, recall@top5: 0.9186, prec@top5: 0.4706, loss: 0.0656, grad_norm: 0.2207 2021-04-16 02:34:22,905 - mmaction - INFO - Epoch [4][2320/3842] lr: 5.343e-02, eta: 9:40:32, time: 1.403, data_time: 0.002, memory: 10738, loss_action_cls: 0.0651, recall@thr=0.5: 0.6768, prec@thr=0.5: 0.7652, recall@top3: 0.7851, prec@top3: 0.6603, recall@top5: 0.9145, prec@top5: 0.4743, loss: 0.0651, grad_norm: 0.2316 2021-04-16 02:34:50,634 - mmaction - INFO - Epoch [4][2340/3842] lr: 5.337e-02, eta: 9:40:03, time: 1.386, data_time: 0.001, memory: 10738, loss_action_cls: 0.0624, recall@thr=0.5: 0.6919, prec@thr=0.5: 0.7703, recall@top3: 0.8027, prec@top3: 0.6633, recall@top5: 0.9258, prec@top5: 0.4694, loss: 0.0624, grad_norm: 0.2198 2021-04-16 02:35:17,746 - mmaction - INFO - Epoch [4][2360/3842] lr: 5.332e-02, eta: 9:39:32, time: 1.357, data_time: 0.002, memory: 10738, loss_action_cls: 0.0609, recall@thr=0.5: 0.7032, prec@thr=0.5: 0.7752, recall@top3: 0.7966, prec@top3: 0.6691, recall@top5: 0.9238, prec@top5: 0.4786, loss: 0.0609, grad_norm: 0.2356 2021-04-16 02:35:47,946 - mmaction - INFO - Epoch [4][2380/3842] lr: 5.326e-02, eta: 9:39:07, time: 1.510, data_time: 0.001, memory: 10738, loss_action_cls: 0.0623, recall@thr=0.5: 0.7137, prec@thr=0.5: 0.7736, recall@top3: 0.7994, prec@top3: 0.6724, recall@top5: 0.9263, prec@top5: 0.4796, loss: 0.0623, grad_norm: 0.2241 2021-04-16 02:36:16,696 - mmaction - INFO - Epoch [4][2400/3842] lr: 5.321e-02, eta: 9:38:40, time: 1.437, data_time: 0.001, memory: 10738, loss_action_cls: 0.0618, recall@thr=0.5: 0.6946, prec@thr=0.5: 0.7740, recall@top3: 0.8002, prec@top3: 0.6681, recall@top5: 0.9258, prec@top5: 0.4732, loss: 0.0618, grad_norm: 0.2277 2021-04-16 02:36:45,428 - mmaction - INFO - Epoch [4][2420/3842] lr: 5.315e-02, eta: 9:38:12, time: 1.437, data_time: 0.001, memory: 10738, loss_action_cls: 0.0634, recall@thr=0.5: 0.6831, prec@thr=0.5: 0.7747, recall@top3: 0.7871, prec@top3: 0.6731, recall@top5: 0.9249, prec@top5: 0.4863, loss: 0.0634, grad_norm: 0.2128 2021-04-16 02:37:14,706 - mmaction - INFO - Epoch [4][2440/3842] lr: 5.309e-02, eta: 9:37:45, time: 1.464, data_time: 0.001, memory: 10738, loss_action_cls: 0.0627, recall@thr=0.5: 0.6905, prec@thr=0.5: 0.7747, recall@top3: 0.7939, prec@top3: 0.6526, recall@top5: 0.9260, prec@top5: 0.4670, loss: 0.0627, grad_norm: 0.2239 2021-04-16 02:37:42,681 - mmaction - INFO - Epoch [4][2460/3842] lr: 5.304e-02, eta: 9:37:16, time: 1.398, data_time: 0.037, memory: 10738, loss_action_cls: 0.0631, recall@thr=0.5: 0.6987, prec@thr=0.5: 0.7776, recall@top3: 0.7953, prec@top3: 0.6618, recall@top5: 0.9205, prec@top5: 0.4709, loss: 0.0631, grad_norm: 0.2078 2021-04-16 02:38:10,667 - mmaction - INFO - Epoch [4][2480/3842] lr: 5.298e-02, eta: 9:36:47, time: 1.400, data_time: 0.001, memory: 10738, loss_action_cls: 0.0647, recall@thr=0.5: 0.6909, prec@thr=0.5: 0.7646, recall@top3: 0.7885, prec@top3: 0.6642, recall@top5: 0.9237, prec@top5: 0.4795, loss: 0.0647, grad_norm: 0.2250 2021-04-16 02:38:39,253 - mmaction - INFO - Epoch [4][2500/3842] lr: 5.293e-02, eta: 9:36:19, time: 1.428, data_time: 0.005, memory: 10738, loss_action_cls: 0.0648, recall@thr=0.5: 0.6778, prec@thr=0.5: 0.7663, recall@top3: 0.7843, prec@top3: 0.6580, recall@top5: 0.9199, prec@top5: 0.4726, loss: 0.0648, grad_norm: 0.2217 2021-04-16 02:39:09,957 - mmaction - INFO - Epoch [4][2520/3842] lr: 5.287e-02, eta: 9:35:55, time: 1.535, data_time: 0.002, memory: 10738, loss_action_cls: 0.0630, recall@thr=0.5: 0.7005, prec@thr=0.5: 0.7651, recall@top3: 0.7969, prec@top3: 0.6600, recall@top5: 0.9256, prec@top5: 0.4716, loss: 0.0630, grad_norm: 0.2264 2021-04-16 02:39:37,008 - mmaction - INFO - Epoch [4][2540/3842] lr: 5.282e-02, eta: 9:35:24, time: 1.353, data_time: 0.108, memory: 10738, loss_action_cls: 0.0590, recall@thr=0.5: 0.7158, prec@thr=0.5: 0.7926, recall@top3: 0.8125, prec@top3: 0.6775, recall@top5: 0.9388, prec@top5: 0.4820, loss: 0.0590, grad_norm: 0.2162 2021-04-16 02:40:05,627 - mmaction - INFO - Epoch [4][2560/3842] lr: 5.276e-02, eta: 9:34:57, time: 1.430, data_time: 0.001, memory: 10738, loss_action_cls: 0.0626, recall@thr=0.5: 0.6931, prec@thr=0.5: 0.7860, recall@top3: 0.7915, prec@top3: 0.6562, recall@top5: 0.9242, prec@top5: 0.4710, loss: 0.0626, grad_norm: 0.2167 2021-04-16 02:40:32,768 - mmaction - INFO - Epoch [4][2580/3842] lr: 5.270e-02, eta: 9:34:26, time: 1.357, data_time: 0.005, memory: 10738, loss_action_cls: 0.0610, recall@thr=0.5: 0.6916, prec@thr=0.5: 0.7787, recall@top3: 0.7991, prec@top3: 0.6628, recall@top5: 0.9299, prec@top5: 0.4747, loss: 0.0610, grad_norm: 0.2142 2021-04-16 02:41:00,058 - mmaction - INFO - Epoch [4][2600/3842] lr: 5.265e-02, eta: 9:33:56, time: 1.364, data_time: 0.001, memory: 10738, loss_action_cls: 0.0618, recall@thr=0.5: 0.7008, prec@thr=0.5: 0.7821, recall@top3: 0.7983, prec@top3: 0.6608, recall@top5: 0.9198, prec@top5: 0.4685, loss: 0.0618, grad_norm: 0.2210 2021-04-16 02:41:29,627 - mmaction - INFO - Epoch [4][2620/3842] lr: 5.259e-02, eta: 9:33:30, time: 1.479, data_time: 0.001, memory: 10738, loss_action_cls: 0.0635, recall@thr=0.5: 0.6936, prec@thr=0.5: 0.7793, recall@top3: 0.7859, prec@top3: 0.6670, recall@top5: 0.9201, prec@top5: 0.4808, loss: 0.0635, grad_norm: 0.2239 2021-04-16 02:41:58,302 - mmaction - INFO - Epoch [4][2640/3842] lr: 5.253e-02, eta: 9:33:02, time: 1.434, data_time: 0.001, memory: 10738, loss_action_cls: 0.0617, recall@thr=0.5: 0.6956, prec@thr=0.5: 0.7650, recall@top3: 0.7998, prec@top3: 0.6568, recall@top5: 0.9253, prec@top5: 0.4656, loss: 0.0617, grad_norm: 0.2317 2021-04-16 02:42:25,662 - mmaction - INFO - Epoch [4][2660/3842] lr: 5.248e-02, eta: 9:32:32, time: 1.368, data_time: 0.001, memory: 10738, loss_action_cls: 0.0629, recall@thr=0.5: 0.7025, prec@thr=0.5: 0.7777, recall@top3: 0.7941, prec@top3: 0.6691, recall@top5: 0.9254, prec@top5: 0.4792, loss: 0.0629, grad_norm: 0.2212 2021-04-16 02:42:53,265 - mmaction - INFO - Epoch [4][2680/3842] lr: 5.242e-02, eta: 9:32:02, time: 1.380, data_time: 0.044, memory: 10738, loss_action_cls: 0.0624, recall@thr=0.5: 0.7049, prec@thr=0.5: 0.7900, recall@top3: 0.8029, prec@top3: 0.6763, recall@top5: 0.9261, prec@top5: 0.4809, loss: 0.0624, grad_norm: 0.2170 2021-04-16 02:43:20,754 - mmaction - INFO - Epoch [4][2700/3842] lr: 5.237e-02, eta: 9:31:32, time: 1.375, data_time: 0.179, memory: 10738, loss_action_cls: 0.0642, recall@thr=0.5: 0.7048, prec@thr=0.5: 0.7773, recall@top3: 0.7862, prec@top3: 0.6712, recall@top5: 0.9162, prec@top5: 0.4823, loss: 0.0642, grad_norm: 0.2218 2021-04-16 02:43:49,556 - mmaction - INFO - Epoch [4][2720/3842] lr: 5.231e-02, eta: 9:31:05, time: 1.438, data_time: 0.079, memory: 10738, loss_action_cls: 0.0629, recall@thr=0.5: 0.6770, prec@thr=0.5: 0.7625, recall@top3: 0.7920, prec@top3: 0.6541, recall@top5: 0.9225, prec@top5: 0.4696, loss: 0.0629, grad_norm: 0.2316 2021-04-16 02:44:17,927 - mmaction - INFO - Epoch [4][2740/3842] lr: 5.225e-02, eta: 9:30:37, time: 1.420, data_time: 0.003, memory: 10738, loss_action_cls: 0.0635, recall@thr=0.5: 0.7071, prec@thr=0.5: 0.7737, recall@top3: 0.7943, prec@top3: 0.6628, recall@top5: 0.9245, prec@top5: 0.4757, loss: 0.0635, grad_norm: 0.2403 2021-04-16 02:44:45,163 - mmaction - INFO - Epoch [4][2760/3842] lr: 5.220e-02, eta: 9:30:06, time: 1.363, data_time: 0.002, memory: 10738, loss_action_cls: 0.0625, recall@thr=0.5: 0.6865, prec@thr=0.5: 0.7683, recall@top3: 0.7908, prec@top3: 0.6561, recall@top5: 0.9202, prec@top5: 0.4699, loss: 0.0625, grad_norm: 0.2299 2021-04-16 02:45:12,932 - mmaction - INFO - Epoch [4][2780/3842] lr: 5.214e-02, eta: 9:29:37, time: 1.388, data_time: 0.001, memory: 10738, loss_action_cls: 0.0610, recall@thr=0.5: 0.6752, prec@thr=0.5: 0.7688, recall@top3: 0.8035, prec@top3: 0.6590, recall@top5: 0.9246, prec@top5: 0.4642, loss: 0.0610, grad_norm: 0.2382 2021-04-16 02:45:40,113 - mmaction - INFO - Epoch [4][2800/3842] lr: 5.208e-02, eta: 9:29:07, time: 1.358, data_time: 0.040, memory: 10738, loss_action_cls: 0.0629, recall@thr=0.5: 0.7007, prec@thr=0.5: 0.7712, recall@top3: 0.7953, prec@top3: 0.6673, recall@top5: 0.9242, prec@top5: 0.4761, loss: 0.0629, grad_norm: 0.2238 2021-04-16 02:46:09,455 - mmaction - INFO - Epoch [4][2820/3842] lr: 5.203e-02, eta: 9:28:40, time: 1.467, data_time: 0.001, memory: 10738, loss_action_cls: 0.0599, recall@thr=0.5: 0.7063, prec@thr=0.5: 0.7859, recall@top3: 0.7987, prec@top3: 0.6764, recall@top5: 0.9323, prec@top5: 0.4845, loss: 0.0599, grad_norm: 0.2194 2021-04-16 02:46:36,992 - mmaction - INFO - Epoch [4][2840/3842] lr: 5.197e-02, eta: 9:28:10, time: 1.377, data_time: 0.001, memory: 10738, loss_action_cls: 0.0599, recall@thr=0.5: 0.7148, prec@thr=0.5: 0.7829, recall@top3: 0.8035, prec@top3: 0.6767, recall@top5: 0.9329, prec@top5: 0.4823, loss: 0.0599, grad_norm: 0.2239 2021-04-16 02:47:05,747 - mmaction - INFO - Epoch [4][2860/3842] lr: 5.191e-02, eta: 9:27:43, time: 1.437, data_time: 0.002, memory: 10738, loss_action_cls: 0.0622, recall@thr=0.5: 0.6853, prec@thr=0.5: 0.7684, recall@top3: 0.7969, prec@top3: 0.6506, recall@top5: 0.9273, prec@top5: 0.4638, loss: 0.0622, grad_norm: 0.2224 2021-04-16 02:47:33,670 - mmaction - INFO - Epoch [4][2880/3842] lr: 5.186e-02, eta: 9:27:14, time: 1.396, data_time: 0.002, memory: 10738, loss_action_cls: 0.0597, recall@thr=0.5: 0.7005, prec@thr=0.5: 0.7876, recall@top3: 0.7998, prec@top3: 0.6675, recall@top5: 0.9236, prec@top5: 0.4752, loss: 0.0597, grad_norm: 0.2161 2021-04-16 02:48:00,257 - mmaction - INFO - Epoch [4][2900/3842] lr: 5.180e-02, eta: 9:26:42, time: 1.331, data_time: 0.002, memory: 10738, loss_action_cls: 0.0619, recall@thr=0.5: 0.7051, prec@thr=0.5: 0.7807, recall@top3: 0.8010, prec@top3: 0.6740, recall@top5: 0.9244, prec@top5: 0.4798, loss: 0.0619, grad_norm: 0.2195 2021-04-16 02:48:27,275 - mmaction - INFO - Epoch [4][2920/3842] lr: 5.174e-02, eta: 9:26:12, time: 1.351, data_time: 0.001, memory: 10738, loss_action_cls: 0.0621, recall@thr=0.5: 0.7005, prec@thr=0.5: 0.7838, recall@top3: 0.7911, prec@top3: 0.6676, recall@top5: 0.9304, prec@top5: 0.4834, loss: 0.0621, grad_norm: 0.2179 2021-04-16 02:48:56,388 - mmaction - INFO - Epoch [4][2940/3842] lr: 5.169e-02, eta: 9:25:45, time: 1.456, data_time: 0.001, memory: 10738, loss_action_cls: 0.0631, recall@thr=0.5: 0.7019, prec@thr=0.5: 0.7778, recall@top3: 0.7945, prec@top3: 0.6653, recall@top5: 0.9240, prec@top5: 0.4750, loss: 0.0631, grad_norm: 0.2300 2021-04-16 02:49:25,951 - mmaction - INFO - Epoch [4][2960/3842] lr: 5.163e-02, eta: 9:25:18, time: 1.478, data_time: 0.001, memory: 10738, loss_action_cls: 0.0625, recall@thr=0.5: 0.6876, prec@thr=0.5: 0.7698, recall@top3: 0.7877, prec@top3: 0.6503, recall@top5: 0.9211, prec@top5: 0.4670, loss: 0.0625, grad_norm: 0.2267 2021-04-16 02:49:53,057 - mmaction - INFO - Epoch [4][2980/3842] lr: 5.157e-02, eta: 9:24:48, time: 1.353, data_time: 0.106, memory: 10738, loss_action_cls: 0.0609, recall@thr=0.5: 0.6924, prec@thr=0.5: 0.7764, recall@top3: 0.8022, prec@top3: 0.6716, recall@top5: 0.9271, prec@top5: 0.4755, loss: 0.0609, grad_norm: 0.2216 2021-04-16 02:50:20,298 - mmaction - INFO - Epoch [4][3000/3842] lr: 5.152e-02, eta: 9:24:18, time: 1.363, data_time: 0.003, memory: 10738, loss_action_cls: 0.0641, recall@thr=0.5: 0.6919, prec@thr=0.5: 0.7694, recall@top3: 0.7864, prec@top3: 0.6721, recall@top5: 0.9227, prec@top5: 0.4845, loss: 0.0641, grad_norm: 0.2260 2021-04-16 02:50:49,566 - mmaction - INFO - Epoch [4][3020/3842] lr: 5.146e-02, eta: 9:23:51, time: 1.464, data_time: 0.013, memory: 10738, loss_action_cls: 0.0616, recall@thr=0.5: 0.6938, prec@thr=0.5: 0.7720, recall@top3: 0.8012, prec@top3: 0.6624, recall@top5: 0.9272, prec@top5: 0.4716, loss: 0.0616, grad_norm: 0.2130 2021-04-16 02:51:17,833 - mmaction - INFO - Epoch [4][3040/3842] lr: 5.140e-02, eta: 9:23:23, time: 1.413, data_time: 0.067, memory: 10738, loss_action_cls: 0.0633, recall@thr=0.5: 0.6918, prec@thr=0.5: 0.7692, recall@top3: 0.7877, prec@top3: 0.6614, recall@top5: 0.9217, prec@top5: 0.4754, loss: 0.0633, grad_norm: 0.2180 2021-04-16 02:51:45,679 - mmaction - INFO - Epoch [4][3060/3842] lr: 5.135e-02, eta: 9:22:53, time: 1.392, data_time: 0.001, memory: 10738, loss_action_cls: 0.0597, recall@thr=0.5: 0.7095, prec@thr=0.5: 0.7953, recall@top3: 0.8081, prec@top3: 0.6744, recall@top5: 0.9340, prec@top5: 0.4789, loss: 0.0597, grad_norm: 0.2115 2021-04-16 02:52:13,981 - mmaction - INFO - Epoch [4][3080/3842] lr: 5.129e-02, eta: 9:22:25, time: 1.416, data_time: 0.016, memory: 10738, loss_action_cls: 0.0609, recall@thr=0.5: 0.7082, prec@thr=0.5: 0.7768, recall@top3: 0.8037, prec@top3: 0.6677, recall@top5: 0.9271, prec@top5: 0.4753, loss: 0.0609, grad_norm: 0.2260 2021-04-16 02:52:41,255 - mmaction - INFO - Epoch [4][3100/3842] lr: 5.123e-02, eta: 9:21:55, time: 1.363, data_time: 0.001, memory: 10738, loss_action_cls: 0.0628, recall@thr=0.5: 0.6840, prec@thr=0.5: 0.7693, recall@top3: 0.7875, prec@top3: 0.6536, recall@top5: 0.9183, prec@top5: 0.4690, loss: 0.0628, grad_norm: 0.2198 2021-04-16 02:53:13,078 - mmaction - INFO - Epoch [4][3120/3842] lr: 5.118e-02, eta: 9:21:32, time: 1.591, data_time: 0.001, memory: 10738, loss_action_cls: 0.0617, recall@thr=0.5: 0.6903, prec@thr=0.5: 0.7738, recall@top3: 0.7883, prec@top3: 0.6618, recall@top5: 0.9229, prec@top5: 0.4757, loss: 0.0617, grad_norm: 0.2264 2021-04-16 02:53:39,879 - mmaction - INFO - Epoch [4][3140/3842] lr: 5.112e-02, eta: 9:21:01, time: 1.339, data_time: 0.001, memory: 10738, loss_action_cls: 0.0630, recall@thr=0.5: 0.6904, prec@thr=0.5: 0.7675, recall@top3: 0.7938, prec@top3: 0.6585, recall@top5: 0.9233, prec@top5: 0.4694, loss: 0.0630, grad_norm: 0.2340 2021-04-16 02:54:09,113 - mmaction - INFO - Epoch [4][3160/3842] lr: 5.106e-02, eta: 9:20:34, time: 1.460, data_time: 0.001, memory: 10738, loss_action_cls: 0.0638, recall@thr=0.5: 0.6908, prec@thr=0.5: 0.7801, recall@top3: 0.7942, prec@top3: 0.6777, recall@top5: 0.9241, prec@top5: 0.4844, loss: 0.0638, grad_norm: 0.2145 2021-04-16 02:54:38,249 - mmaction - INFO - Epoch [4][3180/3842] lr: 5.100e-02, eta: 9:20:07, time: 1.458, data_time: 0.003, memory: 10738, loss_action_cls: 0.0623, recall@thr=0.5: 0.6982, prec@thr=0.5: 0.7722, recall@top3: 0.7858, prec@top3: 0.6738, recall@top5: 0.9226, prec@top5: 0.4861, loss: 0.0623, grad_norm: 0.2237 2021-04-16 02:55:06,179 - mmaction - INFO - Epoch [4][3200/3842] lr: 5.095e-02, eta: 9:19:38, time: 1.397, data_time: 0.001, memory: 10738, loss_action_cls: 0.0632, recall@thr=0.5: 0.6946, prec@thr=0.5: 0.7720, recall@top3: 0.7926, prec@top3: 0.6675, recall@top5: 0.9240, prec@top5: 0.4772, loss: 0.0632, grad_norm: 0.2248 2021-04-16 02:55:33,583 - mmaction - INFO - Epoch [4][3220/3842] lr: 5.089e-02, eta: 9:19:09, time: 1.371, data_time: 0.088, memory: 10738, loss_action_cls: 0.0613, recall@thr=0.5: 0.6923, prec@thr=0.5: 0.7816, recall@top3: 0.8012, prec@top3: 0.6581, recall@top5: 0.9324, prec@top5: 0.4717, loss: 0.0613, grad_norm: 0.2104 2021-04-16 02:56:00,425 - mmaction - INFO - Epoch [4][3240/3842] lr: 5.083e-02, eta: 9:18:38, time: 1.340, data_time: 0.059, memory: 10738, loss_action_cls: 0.0609, recall@thr=0.5: 0.6930, prec@thr=0.5: 0.7736, recall@top3: 0.8066, prec@top3: 0.6726, recall@top5: 0.9324, prec@top5: 0.4775, loss: 0.0609, grad_norm: 0.2279 2021-04-16 02:56:28,429 - mmaction - INFO - Epoch [4][3260/3842] lr: 5.077e-02, eta: 9:18:09, time: 1.400, data_time: 0.115, memory: 10738, loss_action_cls: 0.0621, recall@thr=0.5: 0.6938, prec@thr=0.5: 0.7907, recall@top3: 0.7934, prec@top3: 0.6693, recall@top5: 0.9257, prec@top5: 0.4798, loss: 0.0621, grad_norm: 0.2244 2021-04-16 02:56:59,384 - mmaction - INFO - Epoch [4][3280/3842] lr: 5.072e-02, eta: 9:17:45, time: 1.550, data_time: 0.003, memory: 10738, loss_action_cls: 0.0609, recall@thr=0.5: 0.7126, prec@thr=0.5: 0.7861, recall@top3: 0.8027, prec@top3: 0.6655, recall@top5: 0.9302, prec@top5: 0.4746, loss: 0.0609, grad_norm: 0.2154 2021-04-16 02:57:29,667 - mmaction - INFO - Epoch [4][3300/3842] lr: 5.066e-02, eta: 9:17:20, time: 1.514, data_time: 0.001, memory: 10738, loss_action_cls: 0.0636, recall@thr=0.5: 0.6832, prec@thr=0.5: 0.7654, recall@top3: 0.7950, prec@top3: 0.6608, recall@top5: 0.9228, prec@top5: 0.4720, loss: 0.0636, grad_norm: 0.2250 2021-04-16 02:57:56,631 - mmaction - INFO - Epoch [4][3320/3842] lr: 5.060e-02, eta: 9:16:49, time: 1.348, data_time: 0.073, memory: 10738, loss_action_cls: 0.0607, recall@thr=0.5: 0.6909, prec@thr=0.5: 0.7736, recall@top3: 0.8006, prec@top3: 0.6694, recall@top5: 0.9259, prec@top5: 0.4758, loss: 0.0607, grad_norm: 0.2349 2021-04-16 02:58:26,371 - mmaction - INFO - Epoch [4][3340/3842] lr: 5.054e-02, eta: 9:16:23, time: 1.487, data_time: 0.001, memory: 10738, loss_action_cls: 0.0619, recall@thr=0.5: 0.7031, prec@thr=0.5: 0.7686, recall@top3: 0.7976, prec@top3: 0.6725, recall@top5: 0.9275, prec@top5: 0.4806, loss: 0.0619, grad_norm: 0.2292 2021-04-16 02:58:54,200 - mmaction - INFO - Epoch [4][3360/3842] lr: 5.049e-02, eta: 9:15:54, time: 1.390, data_time: 0.001, memory: 10738, loss_action_cls: 0.0627, recall@thr=0.5: 0.6983, prec@thr=0.5: 0.7729, recall@top3: 0.7976, prec@top3: 0.6657, recall@top5: 0.9202, prec@top5: 0.4732, loss: 0.0627, grad_norm: 0.2184 2021-04-16 02:59:22,598 - mmaction - INFO - Epoch [4][3380/3842] lr: 5.043e-02, eta: 9:15:25, time: 1.421, data_time: 0.007, memory: 10738, loss_action_cls: 0.0630, recall@thr=0.5: 0.6951, prec@thr=0.5: 0.7765, recall@top3: 0.7839, prec@top3: 0.6632, recall@top5: 0.9191, prec@top5: 0.4772, loss: 0.0630, grad_norm: 0.2298 2021-04-16 02:59:51,984 - mmaction - INFO - Epoch [4][3400/3842] lr: 5.037e-02, eta: 9:14:59, time: 1.468, data_time: 0.001, memory: 10738, loss_action_cls: 0.0617, recall@thr=0.5: 0.6946, prec@thr=0.5: 0.7792, recall@top3: 0.7951, prec@top3: 0.6706, recall@top5: 0.9253, prec@top5: 0.4790, loss: 0.0617, grad_norm: 0.2221 2021-04-16 03:00:19,988 - mmaction - INFO - Epoch [4][3420/3842] lr: 5.031e-02, eta: 9:14:30, time: 1.401, data_time: 0.002, memory: 10738, loss_action_cls: 0.0619, recall@thr=0.5: 0.6977, prec@thr=0.5: 0.7737, recall@top3: 0.7963, prec@top3: 0.6558, recall@top5: 0.9214, prec@top5: 0.4679, loss: 0.0619, grad_norm: 0.2230 2021-04-16 03:00:50,424 - mmaction - INFO - Epoch [4][3440/3842] lr: 5.026e-02, eta: 9:14:05, time: 1.522, data_time: 0.001, memory: 10738, loss_action_cls: 0.0639, recall@thr=0.5: 0.6971, prec@thr=0.5: 0.7875, recall@top3: 0.7892, prec@top3: 0.6696, recall@top5: 0.9168, prec@top5: 0.4792, loss: 0.0639, grad_norm: 0.2202 2021-04-16 03:01:17,660 - mmaction - INFO - Epoch [4][3460/3842] lr: 5.020e-02, eta: 9:13:35, time: 1.362, data_time: 0.020, memory: 10738, loss_action_cls: 0.0620, recall@thr=0.5: 0.7060, prec@thr=0.5: 0.7794, recall@top3: 0.8044, prec@top3: 0.6738, recall@top5: 0.9299, prec@top5: 0.4814, loss: 0.0620, grad_norm: 0.2270 2021-04-16 03:01:45,992 - mmaction - INFO - Epoch [4][3480/3842] lr: 5.014e-02, eta: 9:13:06, time: 1.416, data_time: 0.001, memory: 10738, loss_action_cls: 0.0611, recall@thr=0.5: 0.6987, prec@thr=0.5: 0.7783, recall@top3: 0.7938, prec@top3: 0.6666, recall@top5: 0.9286, prec@top5: 0.4789, loss: 0.0611, grad_norm: 0.2241 2021-04-16 03:02:14,636 - mmaction - INFO - Epoch [4][3500/3842] lr: 5.008e-02, eta: 9:12:38, time: 1.433, data_time: 0.002, memory: 10738, loss_action_cls: 0.0613, recall@thr=0.5: 0.7076, prec@thr=0.5: 0.7864, recall@top3: 0.7984, prec@top3: 0.6734, recall@top5: 0.9283, prec@top5: 0.4823, loss: 0.0613, grad_norm: 0.2244 2021-04-16 03:02:41,799 - mmaction - INFO - Epoch [4][3520/3842] lr: 5.003e-02, eta: 9:12:08, time: 1.358, data_time: 0.001, memory: 10738, loss_action_cls: 0.0600, recall@thr=0.5: 0.7196, prec@thr=0.5: 0.7991, recall@top3: 0.8101, prec@top3: 0.6898, recall@top5: 0.9299, prec@top5: 0.4862, loss: 0.0600, grad_norm: 0.2181 2021-04-16 03:03:11,353 - mmaction - INFO - Epoch [4][3540/3842] lr: 4.997e-02, eta: 9:11:42, time: 1.477, data_time: 0.001, memory: 10738, loss_action_cls: 0.0615, recall@thr=0.5: 0.7072, prec@thr=0.5: 0.7916, recall@top3: 0.8011, prec@top3: 0.6698, recall@top5: 0.9246, prec@top5: 0.4748, loss: 0.0615, grad_norm: 0.2231 2021-04-16 03:03:41,863 - mmaction - INFO - Epoch [4][3560/3842] lr: 4.991e-02, eta: 9:11:17, time: 1.527, data_time: 0.002, memory: 10738, loss_action_cls: 0.0619, recall@thr=0.5: 0.7052, prec@thr=0.5: 0.7724, recall@top3: 0.8029, prec@top3: 0.6709, recall@top5: 0.9208, prec@top5: 0.4734, loss: 0.0619, grad_norm: 0.2235 2021-04-16 03:04:10,343 - mmaction - INFO - Epoch [4][3580/3842] lr: 4.985e-02, eta: 9:10:49, time: 1.424, data_time: 0.001, memory: 10738, loss_action_cls: 0.0602, recall@thr=0.5: 0.7078, prec@thr=0.5: 0.7836, recall@top3: 0.8030, prec@top3: 0.6692, recall@top5: 0.9274, prec@top5: 0.4748, loss: 0.0602, grad_norm: 0.2247 2021-04-16 03:04:38,956 - mmaction - INFO - Epoch [4][3600/3842] lr: 4.979e-02, eta: 9:10:21, time: 1.431, data_time: 0.001, memory: 10738, loss_action_cls: 0.0617, recall@thr=0.5: 0.6917, prec@thr=0.5: 0.7797, recall@top3: 0.8005, prec@top3: 0.6614, recall@top5: 0.9294, prec@top5: 0.4713, loss: 0.0617, grad_norm: 0.2420 2021-04-16 03:05:07,881 - mmaction - INFO - Epoch [4][3620/3842] lr: 4.974e-02, eta: 9:09:53, time: 1.445, data_time: 0.001, memory: 10738, loss_action_cls: 0.0622, recall@thr=0.5: 0.7089, prec@thr=0.5: 0.7834, recall@top3: 0.7916, prec@top3: 0.6723, recall@top5: 0.9208, prec@top5: 0.4831, loss: 0.0622, grad_norm: 0.2291 2021-04-16 03:05:36,017 - mmaction - INFO - Epoch [4][3640/3842] lr: 4.968e-02, eta: 9:09:24, time: 1.408, data_time: 0.126, memory: 10738, loss_action_cls: 0.0639, recall@thr=0.5: 0.6804, prec@thr=0.5: 0.7722, recall@top3: 0.7882, prec@top3: 0.6643, recall@top5: 0.9252, prec@top5: 0.4789, loss: 0.0639, grad_norm: 0.2296 2021-04-16 03:06:03,959 - mmaction - INFO - Epoch [4][3660/3842] lr: 4.962e-02, eta: 9:08:56, time: 1.397, data_time: 0.001, memory: 10738, loss_action_cls: 0.0618, recall@thr=0.5: 0.7111, prec@thr=0.5: 0.7853, recall@top3: 0.8043, prec@top3: 0.6715, recall@top5: 0.9281, prec@top5: 0.4768, loss: 0.0618, grad_norm: 0.2209 2021-04-16 03:06:33,331 - mmaction - INFO - Epoch [4][3680/3842] lr: 4.956e-02, eta: 9:08:29, time: 1.468, data_time: 0.039, memory: 10738, loss_action_cls: 0.0593, recall@thr=0.5: 0.7032, prec@thr=0.5: 0.7825, recall@top3: 0.8090, prec@top3: 0.6607, recall@top5: 0.9329, prec@top5: 0.4675, loss: 0.0593, grad_norm: 0.2279 2021-04-16 03:07:00,334 - mmaction - INFO - Epoch [4][3700/3842] lr: 4.950e-02, eta: 9:07:58, time: 1.350, data_time: 0.069, memory: 10738, loss_action_cls: 0.0616, recall@thr=0.5: 0.7015, prec@thr=0.5: 0.7816, recall@top3: 0.7946, prec@top3: 0.6707, recall@top5: 0.9265, prec@top5: 0.4819, loss: 0.0616, grad_norm: 0.2311 2021-04-16 03:07:28,646 - mmaction - INFO - Epoch [4][3720/3842] lr: 4.945e-02, eta: 9:07:30, time: 1.416, data_time: 0.115, memory: 10738, loss_action_cls: 0.0627, recall@thr=0.5: 0.6857, prec@thr=0.5: 0.7713, recall@top3: 0.7918, prec@top3: 0.6602, recall@top5: 0.9214, prec@top5: 0.4725, loss: 0.0627, grad_norm: 0.2318 2021-04-16 03:07:58,246 - mmaction - INFO - Epoch [4][3740/3842] lr: 4.939e-02, eta: 9:07:03, time: 1.480, data_time: 0.005, memory: 10738, loss_action_cls: 0.0638, recall@thr=0.5: 0.6867, prec@thr=0.5: 0.7642, recall@top3: 0.7919, prec@top3: 0.6683, recall@top5: 0.9218, prec@top5: 0.4761, loss: 0.0638, grad_norm: 0.2365 2021-04-16 03:08:25,836 - mmaction - INFO - Epoch [4][3760/3842] lr: 4.933e-02, eta: 9:06:34, time: 1.380, data_time: 0.003, memory: 10738, loss_action_cls: 0.0622, recall@thr=0.5: 0.6911, prec@thr=0.5: 0.7739, recall@top3: 0.7947, prec@top3: 0.6684, recall@top5: 0.9215, prec@top5: 0.4766, loss: 0.0622, grad_norm: 0.2322 2021-04-16 03:08:55,480 - mmaction - INFO - Epoch [4][3780/3842] lr: 4.927e-02, eta: 9:06:08, time: 1.482, data_time: 0.001, memory: 10738, loss_action_cls: 0.0595, recall@thr=0.5: 0.7111, prec@thr=0.5: 0.7878, recall@top3: 0.8089, prec@top3: 0.6740, recall@top5: 0.9270, prec@top5: 0.4762, loss: 0.0595, grad_norm: 0.2246 2021-04-16 03:09:23,748 - mmaction - INFO - Epoch [4][3800/3842] lr: 4.921e-02, eta: 9:05:39, time: 1.414, data_time: 0.001, memory: 10738, loss_action_cls: 0.0610, recall@thr=0.5: 0.7044, prec@thr=0.5: 0.7857, recall@top3: 0.8016, prec@top3: 0.6642, recall@top5: 0.9283, prec@top5: 0.4724, loss: 0.0610, grad_norm: 0.2194 2021-04-16 03:09:52,718 - mmaction - INFO - Epoch [4][3820/3842] lr: 4.916e-02, eta: 9:05:12, time: 1.449, data_time: 0.001, memory: 10738, loss_action_cls: 0.0625, recall@thr=0.5: 0.6991, prec@thr=0.5: 0.7792, recall@top3: 0.7971, prec@top3: 0.6760, recall@top5: 0.9278, prec@top5: 0.4839, loss: 0.0625, grad_norm: 0.2333 2021-04-16 03:10:19,923 - mmaction - INFO - Epoch [4][3840/3842] lr: 4.910e-02, eta: 9:04:42, time: 1.360, data_time: 0.105, memory: 10738, loss_action_cls: 0.0615, recall@thr=0.5: 0.7111, prec@thr=0.5: 0.7814, recall@top3: 0.8061, prec@top3: 0.6803, recall@top5: 0.9288, prec@top5: 0.4832, loss: 0.0615, grad_norm: 0.2180 2021-04-16 03:10:23,372 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-04-16 03:33:40,083 - mmaction - INFO - Evaluating mAP ... 2021-04-16 03:40:42,020 - mmaction - INFO - mAP@0.5IOU 0.2606 2021-04-16 03:40:43,242 - mmaction - INFO - Now best checkpoint is saved as best_mAP@0.5IOU_epoch_4.pth. 2021-04-16 03:40:43,330 - mmaction - INFO - Best mAP@0.5IOU is 0.2606 at 4 epoch. 2021-04-16 03:40:44,582 - mmaction - INFO - Epoch(val) [4][3842] mAP@0.5IOU: 0.2606 2021-04-16 03:41:56,077 - mmaction - INFO - Epoch [5][20/3842] lr: 4.903e-02, eta: 9:05:10, time: 3.561, data_time: 2.382, memory: 10738, loss_action_cls: 0.0610, recall@thr=0.5: 0.7023, prec@thr=0.5: 0.7897, recall@top3: 0.8023, prec@top3: 0.6853, recall@top5: 0.9294, prec@top5: 0.4874, loss: 0.0610, grad_norm: 0.2176 2021-04-16 03:42:22,620 - mmaction - INFO - Epoch [5][40/3842] lr: 4.897e-02, eta: 9:04:39, time: 1.327, data_time: 0.032, memory: 10738, loss_action_cls: 0.0599, recall@thr=0.5: 0.7154, prec@thr=0.5: 0.7865, recall@top3: 0.8058, prec@top3: 0.6878, recall@top5: 0.9350, prec@top5: 0.4892, loss: 0.0599, grad_norm: 0.2288 2021-04-16 03:42:50,320 - mmaction - INFO - Epoch [5][60/3842] lr: 4.892e-02, eta: 9:04:10, time: 1.385, data_time: 0.032, memory: 10738, loss_action_cls: 0.0581, recall@thr=0.5: 0.7159, prec@thr=0.5: 0.7974, recall@top3: 0.8169, prec@top3: 0.6719, recall@top5: 0.9358, prec@top5: 0.4736, loss: 0.0581, grad_norm: 0.2104 2021-04-16 03:43:19,003 - mmaction - INFO - Epoch [5][80/3842] lr: 4.886e-02, eta: 9:03:42, time: 1.433, data_time: 0.001, memory: 10738, loss_action_cls: 0.0592, recall@thr=0.5: 0.7123, prec@thr=0.5: 0.7879, recall@top3: 0.8032, prec@top3: 0.6697, recall@top5: 0.9305, prec@top5: 0.4751, loss: 0.0592, grad_norm: 0.2330 2021-04-16 03:43:48,724 - mmaction - INFO - Epoch [5][100/3842] lr: 4.880e-02, eta: 9:03:15, time: 1.487, data_time: 0.110, memory: 10738, loss_action_cls: 0.0603, recall@thr=0.5: 0.7087, prec@thr=0.5: 0.7917, recall@top3: 0.7977, prec@top3: 0.6729, recall@top5: 0.9278, prec@top5: 0.4805, loss: 0.0603, grad_norm: 0.2300 2021-04-16 03:44:19,047 - mmaction - INFO - Epoch [5][120/3842] lr: 4.874e-02, eta: 9:02:50, time: 1.514, data_time: 0.171, memory: 10738, loss_action_cls: 0.0588, recall@thr=0.5: 0.7142, prec@thr=0.5: 0.7896, recall@top3: 0.8103, prec@top3: 0.6686, recall@top5: 0.9338, prec@top5: 0.4741, loss: 0.0588, grad_norm: 0.2254 2021-04-16 03:44:45,923 - mmaction - INFO - Epoch [5][140/3842] lr: 4.868e-02, eta: 9:02:19, time: 1.345, data_time: 0.020, memory: 10738, loss_action_cls: 0.0588, recall@thr=0.5: 0.7167, prec@thr=0.5: 0.7928, recall@top3: 0.8074, prec@top3: 0.6655, recall@top5: 0.9289, prec@top5: 0.4719, loss: 0.0588, grad_norm: 0.2261 2021-04-16 03:45:14,665 - mmaction - INFO - Epoch [5][160/3842] lr: 4.862e-02, eta: 9:01:51, time: 1.436, data_time: 0.208, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7330, prec@thr=0.5: 0.8054, recall@top3: 0.8114, prec@top3: 0.6762, recall@top5: 0.9376, prec@top5: 0.4807, loss: 0.0577, grad_norm: 0.2258 2021-04-16 03:45:42,679 - mmaction - INFO - Epoch [5][180/3842] lr: 4.856e-02, eta: 9:01:22, time: 1.401, data_time: 0.002, memory: 10738, loss_action_cls: 0.0603, recall@thr=0.5: 0.6884, prec@thr=0.5: 0.7824, recall@top3: 0.7988, prec@top3: 0.6566, recall@top5: 0.9228, prec@top5: 0.4671, loss: 0.0603, grad_norm: 0.2331 2021-04-16 03:46:09,751 - mmaction - INFO - Epoch [5][200/3842] lr: 4.851e-02, eta: 9:00:52, time: 1.354, data_time: 0.001, memory: 10738, loss_action_cls: 0.0616, recall@thr=0.5: 0.7059, prec@thr=0.5: 0.7712, recall@top3: 0.7946, prec@top3: 0.6691, recall@top5: 0.9251, prec@top5: 0.4781, loss: 0.0616, grad_norm: 0.2260 2021-04-16 03:46:39,531 - mmaction - INFO - Epoch [5][220/3842] lr: 4.845e-02, eta: 9:00:25, time: 1.489, data_time: 0.001, memory: 10738, loss_action_cls: 0.0593, recall@thr=0.5: 0.6969, prec@thr=0.5: 0.7795, recall@top3: 0.8089, prec@top3: 0.6539, recall@top5: 0.9341, prec@top5: 0.4652, loss: 0.0593, grad_norm: 0.2182 2021-04-16 03:47:07,901 - mmaction - INFO - Epoch [5][240/3842] lr: 4.839e-02, eta: 8:59:57, time: 1.419, data_time: 0.001, memory: 10738, loss_action_cls: 0.0598, recall@thr=0.5: 0.7147, prec@thr=0.5: 0.7844, recall@top3: 0.8103, prec@top3: 0.6771, recall@top5: 0.9253, prec@top5: 0.4759, loss: 0.0598, grad_norm: 0.2390 2021-04-16 03:47:34,130 - mmaction - INFO - Epoch [5][260/3842] lr: 4.833e-02, eta: 8:59:25, time: 1.311, data_time: 0.001, memory: 10738, loss_action_cls: 0.0585, recall@thr=0.5: 0.7219, prec@thr=0.5: 0.7931, recall@top3: 0.8044, prec@top3: 0.6808, recall@top5: 0.9285, prec@top5: 0.4836, loss: 0.0585, grad_norm: 0.2274 2021-04-16 03:48:04,169 - mmaction - INFO - Epoch [5][280/3842] lr: 4.827e-02, eta: 8:58:59, time: 1.502, data_time: 0.001, memory: 10738, loss_action_cls: 0.0607, recall@thr=0.5: 0.6982, prec@thr=0.5: 0.7760, recall@top3: 0.7980, prec@top3: 0.6686, recall@top5: 0.9184, prec@top5: 0.4746, loss: 0.0607, grad_norm: 0.2335 2021-04-16 03:48:34,119 - mmaction - INFO - Epoch [5][300/3842] lr: 4.821e-02, eta: 8:58:33, time: 1.497, data_time: 0.001, memory: 10738, loss_action_cls: 0.0596, recall@thr=0.5: 0.6966, prec@thr=0.5: 0.7802, recall@top3: 0.7998, prec@top3: 0.6616, recall@top5: 0.9333, prec@top5: 0.4739, loss: 0.0596, grad_norm: 0.2239 2021-04-16 03:49:00,132 - mmaction - INFO - Epoch [5][320/3842] lr: 4.815e-02, eta: 8:58:01, time: 1.300, data_time: 0.001, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7207, prec@thr=0.5: 0.7829, recall@top3: 0.8092, prec@top3: 0.6858, recall@top5: 0.9376, prec@top5: 0.4875, loss: 0.0579, grad_norm: 0.2308 2021-04-16 03:49:28,142 - mmaction - INFO - Epoch [5][340/3842] lr: 4.810e-02, eta: 8:57:32, time: 1.400, data_time: 0.029, memory: 10738, loss_action_cls: 0.0610, recall@thr=0.5: 0.7154, prec@thr=0.5: 0.7857, recall@top3: 0.8013, prec@top3: 0.6724, recall@top5: 0.9289, prec@top5: 0.4791, loss: 0.0610, grad_norm: 0.2299 2021-04-16 03:49:56,928 - mmaction - INFO - Epoch [5][360/3842] lr: 4.804e-02, eta: 8:57:04, time: 1.440, data_time: 0.002, memory: 10738, loss_action_cls: 0.0596, recall@thr=0.5: 0.7057, prec@thr=0.5: 0.7890, recall@top3: 0.8089, prec@top3: 0.6707, recall@top5: 0.9312, prec@top5: 0.4745, loss: 0.0596, grad_norm: 0.2285 2021-04-16 03:50:26,181 - mmaction - INFO - Epoch [5][380/3842] lr: 4.798e-02, eta: 8:56:37, time: 1.464, data_time: 0.002, memory: 10738, loss_action_cls: 0.0595, recall@thr=0.5: 0.7078, prec@thr=0.5: 0.7821, recall@top3: 0.8041, prec@top3: 0.6766, recall@top5: 0.9311, prec@top5: 0.4828, loss: 0.0595, grad_norm: 0.2404 2021-04-16 03:50:53,540 - mmaction - INFO - Epoch [5][400/3842] lr: 4.792e-02, eta: 8:56:07, time: 1.367, data_time: 0.001, memory: 10738, loss_action_cls: 0.0613, recall@thr=0.5: 0.7018, prec@thr=0.5: 0.7809, recall@top3: 0.7994, prec@top3: 0.6660, recall@top5: 0.9199, prec@top5: 0.4728, loss: 0.0613, grad_norm: 0.2347 2021-04-16 03:51:21,496 - mmaction - INFO - Epoch [5][420/3842] lr: 4.786e-02, eta: 8:55:38, time: 1.398, data_time: 0.001, memory: 10738, loss_action_cls: 0.0595, recall@thr=0.5: 0.7094, prec@thr=0.5: 0.7868, recall@top3: 0.8040, prec@top3: 0.6664, recall@top5: 0.9270, prec@top5: 0.4704, loss: 0.0595, grad_norm: 0.2354 2021-04-16 03:51:50,309 - mmaction - INFO - Epoch [5][440/3842] lr: 4.780e-02, eta: 8:55:11, time: 1.441, data_time: 0.001, memory: 10738, loss_action_cls: 0.0598, recall@thr=0.5: 0.7081, prec@thr=0.5: 0.7887, recall@top3: 0.8101, prec@top3: 0.6828, recall@top5: 0.9304, prec@top5: 0.4819, loss: 0.0598, grad_norm: 0.2266 2021-04-16 03:52:18,065 - mmaction - INFO - Epoch [5][460/3842] lr: 4.774e-02, eta: 8:54:41, time: 1.388, data_time: 0.001, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7271, prec@thr=0.5: 0.7957, recall@top3: 0.8092, prec@top3: 0.6871, recall@top5: 0.9338, prec@top5: 0.4885, loss: 0.0579, grad_norm: 0.2279 2021-04-16 03:52:46,603 - mmaction - INFO - Epoch [5][480/3842] lr: 4.768e-02, eta: 8:54:13, time: 1.426, data_time: 0.001, memory: 10738, loss_action_cls: 0.0584, recall@thr=0.5: 0.7208, prec@thr=0.5: 0.7875, recall@top3: 0.8184, prec@top3: 0.6761, recall@top5: 0.9328, prec@top5: 0.4746, loss: 0.0584, grad_norm: 0.2379 2021-04-16 03:53:12,353 - mmaction - INFO - Epoch [5][500/3842] lr: 4.762e-02, eta: 8:53:41, time: 1.287, data_time: 0.002, memory: 10738, loss_action_cls: 0.0589, recall@thr=0.5: 0.7076, prec@thr=0.5: 0.7831, recall@top3: 0.8106, prec@top3: 0.6792, recall@top5: 0.9352, prec@top5: 0.4815, loss: 0.0589, grad_norm: 0.2314 2021-04-16 03:53:42,291 - mmaction - INFO - Epoch [5][520/3842] lr: 4.756e-02, eta: 8:53:15, time: 1.497, data_time: 0.249, memory: 10738, loss_action_cls: 0.0611, recall@thr=0.5: 0.7106, prec@thr=0.5: 0.7828, recall@top3: 0.7987, prec@top3: 0.6679, recall@top5: 0.9291, prec@top5: 0.4776, loss: 0.0611, grad_norm: 0.2404 2021-04-16 03:54:08,325 - mmaction - INFO - Epoch [5][540/3842] lr: 4.751e-02, eta: 8:52:43, time: 1.303, data_time: 0.002, memory: 10738, loss_action_cls: 0.0603, recall@thr=0.5: 0.7079, prec@thr=0.5: 0.7806, recall@top3: 0.7999, prec@top3: 0.6699, recall@top5: 0.9251, prec@top5: 0.4780, loss: 0.0603, grad_norm: 0.2339 2021-04-16 03:54:37,101 - mmaction - INFO - Epoch [5][560/3842] lr: 4.745e-02, eta: 8:52:15, time: 1.439, data_time: 0.001, memory: 10738, loss_action_cls: 0.0583, recall@thr=0.5: 0.7098, prec@thr=0.5: 0.7939, recall@top3: 0.8150, prec@top3: 0.6713, recall@top5: 0.9363, prec@top5: 0.4734, loss: 0.0583, grad_norm: 0.2275 2021-04-16 03:55:04,992 - mmaction - INFO - Epoch [5][580/3842] lr: 4.739e-02, eta: 8:51:46, time: 1.394, data_time: 0.001, memory: 10738, loss_action_cls: 0.0594, recall@thr=0.5: 0.7153, prec@thr=0.5: 0.7934, recall@top3: 0.7996, prec@top3: 0.6667, recall@top5: 0.9304, prec@top5: 0.4783, loss: 0.0594, grad_norm: 0.2387 2021-04-16 03:55:32,769 - mmaction - INFO - Epoch [5][600/3842] lr: 4.733e-02, eta: 8:51:17, time: 1.389, data_time: 0.001, memory: 10738, loss_action_cls: 0.0588, recall@thr=0.5: 0.7119, prec@thr=0.5: 0.7880, recall@top3: 0.8115, prec@top3: 0.6704, recall@top5: 0.9322, prec@top5: 0.4755, loss: 0.0588, grad_norm: 0.2420 2021-04-16 03:55:59,377 - mmaction - INFO - Epoch [5][620/3842] lr: 4.727e-02, eta: 8:50:46, time: 1.330, data_time: 0.001, memory: 10738, loss_action_cls: 0.0583, recall@thr=0.5: 0.7190, prec@thr=0.5: 0.7891, recall@top3: 0.8186, prec@top3: 0.6739, recall@top5: 0.9312, prec@top5: 0.4716, loss: 0.0583, grad_norm: 0.2254 2021-04-16 03:56:27,638 - mmaction - INFO - Epoch [5][640/3842] lr: 4.721e-02, eta: 8:50:17, time: 1.413, data_time: 0.069, memory: 10738, loss_action_cls: 0.0581, recall@thr=0.5: 0.7240, prec@thr=0.5: 0.7972, recall@top3: 0.8139, prec@top3: 0.6689, recall@top5: 0.9332, prec@top5: 0.4730, loss: 0.0581, grad_norm: 0.2237 2021-04-16 03:56:55,685 - mmaction - INFO - Epoch [5][660/3842] lr: 4.715e-02, eta: 8:49:48, time: 1.403, data_time: 0.175, memory: 10738, loss_action_cls: 0.0585, recall@thr=0.5: 0.7213, prec@thr=0.5: 0.7998, recall@top3: 0.8141, prec@top3: 0.6781, recall@top5: 0.9342, prec@top5: 0.4794, loss: 0.0585, grad_norm: 0.2315 2021-04-16 03:57:23,069 - mmaction - INFO - Epoch [5][680/3842] lr: 4.709e-02, eta: 8:49:18, time: 1.369, data_time: 0.041, memory: 10738, loss_action_cls: 0.0623, recall@thr=0.5: 0.7017, prec@thr=0.5: 0.7871, recall@top3: 0.7988, prec@top3: 0.6758, recall@top5: 0.9206, prec@top5: 0.4778, loss: 0.0623, grad_norm: 0.2353 2021-04-16 03:57:51,638 - mmaction - INFO - Epoch [5][700/3842] lr: 4.703e-02, eta: 8:48:50, time: 1.428, data_time: 0.001, memory: 10738, loss_action_cls: 0.0596, recall@thr=0.5: 0.7034, prec@thr=0.5: 0.7801, recall@top3: 0.8072, prec@top3: 0.6747, recall@top5: 0.9320, prec@top5: 0.4790, loss: 0.0596, grad_norm: 0.2288 2021-04-16 03:58:20,087 - mmaction - INFO - Epoch [5][720/3842] lr: 4.697e-02, eta: 8:48:22, time: 1.423, data_time: 0.037, memory: 10738, loss_action_cls: 0.0598, recall@thr=0.5: 0.7105, prec@thr=0.5: 0.7926, recall@top3: 0.8103, prec@top3: 0.6606, recall@top5: 0.9322, prec@top5: 0.4697, loss: 0.0598, grad_norm: 0.2354 2021-04-16 03:58:49,001 - mmaction - INFO - Epoch [5][740/3842] lr: 4.691e-02, eta: 8:47:54, time: 1.445, data_time: 0.001, memory: 10738, loss_action_cls: 0.0589, recall@thr=0.5: 0.7165, prec@thr=0.5: 0.7898, recall@top3: 0.8103, prec@top3: 0.6800, recall@top5: 0.9318, prec@top5: 0.4810, loss: 0.0589, grad_norm: 0.2317 2021-04-16 03:59:18,227 - mmaction - INFO - Epoch [5][760/3842] lr: 4.685e-02, eta: 8:47:27, time: 1.462, data_time: 0.001, memory: 10738, loss_action_cls: 0.0615, recall@thr=0.5: 0.6948, prec@thr=0.5: 0.7871, recall@top3: 0.8034, prec@top3: 0.6818, recall@top5: 0.9218, prec@top5: 0.4824, loss: 0.0615, grad_norm: 0.2324 2021-04-16 03:59:45,965 - mmaction - INFO - Epoch [5][780/3842] lr: 4.679e-02, eta: 8:46:58, time: 1.387, data_time: 0.001, memory: 10738, loss_action_cls: 0.0589, recall@thr=0.5: 0.7138, prec@thr=0.5: 0.7838, recall@top3: 0.8047, prec@top3: 0.6708, recall@top5: 0.9258, prec@top5: 0.4728, loss: 0.0589, grad_norm: 0.2528 2021-04-16 04:00:12,462 - mmaction - INFO - Epoch [5][800/3842] lr: 4.673e-02, eta: 8:46:27, time: 1.325, data_time: 0.007, memory: 10738, loss_action_cls: 0.0596, recall@thr=0.5: 0.7208, prec@thr=0.5: 0.7984, recall@top3: 0.8122, prec@top3: 0.6669, recall@top5: 0.9313, prec@top5: 0.4688, loss: 0.0596, grad_norm: 0.2312 2021-04-16 04:00:41,364 - mmaction - INFO - Epoch [5][820/3842] lr: 4.668e-02, eta: 8:45:59, time: 1.445, data_time: 0.100, memory: 10738, loss_action_cls: 0.0614, recall@thr=0.5: 0.7060, prec@thr=0.5: 0.7838, recall@top3: 0.8035, prec@top3: 0.6697, recall@top5: 0.9252, prec@top5: 0.4728, loss: 0.0614, grad_norm: 0.2233 2021-04-16 04:01:08,920 - mmaction - INFO - Epoch [5][840/3842] lr: 4.662e-02, eta: 8:45:30, time: 1.377, data_time: 0.016, memory: 10738, loss_action_cls: 0.0597, recall@thr=0.5: 0.7043, prec@thr=0.5: 0.7863, recall@top3: 0.8042, prec@top3: 0.6760, recall@top5: 0.9323, prec@top5: 0.4836, loss: 0.0597, grad_norm: 0.2388 2021-04-16 04:01:36,187 - mmaction - INFO - Epoch [5][860/3842] lr: 4.656e-02, eta: 8:45:00, time: 1.363, data_time: 0.001, memory: 10738, loss_action_cls: 0.0599, recall@thr=0.5: 0.7050, prec@thr=0.5: 0.7833, recall@top3: 0.8034, prec@top3: 0.6646, recall@top5: 0.9239, prec@top5: 0.4713, loss: 0.0599, grad_norm: 0.2335 2021-04-16 04:02:03,922 - mmaction - INFO - Epoch [5][880/3842] lr: 4.650e-02, eta: 8:44:30, time: 1.387, data_time: 0.001, memory: 10738, loss_action_cls: 0.0592, recall@thr=0.5: 0.7286, prec@thr=0.5: 0.8034, recall@top3: 0.8150, prec@top3: 0.6888, recall@top5: 0.9385, prec@top5: 0.4884, loss: 0.0592, grad_norm: 0.2248 2021-04-16 04:02:32,106 - mmaction - INFO - Epoch [5][900/3842] lr: 4.644e-02, eta: 8:44:02, time: 1.410, data_time: 0.013, memory: 10738, loss_action_cls: 0.0581, recall@thr=0.5: 0.7093, prec@thr=0.5: 0.7867, recall@top3: 0.8068, prec@top3: 0.6705, recall@top5: 0.9306, prec@top5: 0.4743, loss: 0.0581, grad_norm: 0.2215 2021-04-16 04:02:59,176 - mmaction - INFO - Epoch [5][920/3842] lr: 4.638e-02, eta: 8:43:31, time: 1.353, data_time: 0.001, memory: 10738, loss_action_cls: 0.0574, recall@thr=0.5: 0.7126, prec@thr=0.5: 0.7952, recall@top3: 0.8143, prec@top3: 0.6814, recall@top5: 0.9372, prec@top5: 0.4826, loss: 0.0574, grad_norm: 0.2297 2021-04-16 04:03:26,577 - mmaction - INFO - Epoch [5][940/3842] lr: 4.632e-02, eta: 8:43:02, time: 1.369, data_time: 0.001, memory: 10738, loss_action_cls: 0.0603, recall@thr=0.5: 0.7070, prec@thr=0.5: 0.7867, recall@top3: 0.7956, prec@top3: 0.6833, recall@top5: 0.9287, prec@top5: 0.4884, loss: 0.0603, grad_norm: 0.2333 2021-04-16 04:03:54,489 - mmaction - INFO - Epoch [5][960/3842] lr: 4.626e-02, eta: 8:42:33, time: 1.397, data_time: 0.002, memory: 10738, loss_action_cls: 0.0583, recall@thr=0.5: 0.7180, prec@thr=0.5: 0.7934, recall@top3: 0.8032, prec@top3: 0.6721, recall@top5: 0.9280, prec@top5: 0.4772, loss: 0.0583, grad_norm: 0.2346 2021-04-16 04:04:23,552 - mmaction - INFO - Epoch [5][980/3842] lr: 4.620e-02, eta: 8:42:05, time: 1.452, data_time: 0.035, memory: 10738, loss_action_cls: 0.0568, recall@thr=0.5: 0.7227, prec@thr=0.5: 0.7998, recall@top3: 0.8136, prec@top3: 0.6785, recall@top5: 0.9349, prec@top5: 0.4804, loss: 0.0568, grad_norm: 0.2262 2021-04-16 04:04:51,840 - mmaction - INFO - Epoch [5][1000/3842] lr: 4.614e-02, eta: 8:41:37, time: 1.415, data_time: 0.038, memory: 10738, loss_action_cls: 0.0611, recall@thr=0.5: 0.6972, prec@thr=0.5: 0.7752, recall@top3: 0.8003, prec@top3: 0.6591, recall@top5: 0.9262, prec@top5: 0.4693, loss: 0.0611, grad_norm: 0.2385 2021-04-16 04:05:19,061 - mmaction - INFO - Epoch [5][1020/3842] lr: 4.608e-02, eta: 8:41:07, time: 1.361, data_time: 0.135, memory: 10738, loss_action_cls: 0.0602, recall@thr=0.5: 0.7006, prec@thr=0.5: 0.7776, recall@top3: 0.8068, prec@top3: 0.6678, recall@top5: 0.9289, prec@top5: 0.4744, loss: 0.0602, grad_norm: 0.2255 2021-04-16 04:05:46,346 - mmaction - INFO - Epoch [5][1040/3842] lr: 4.602e-02, eta: 8:40:37, time: 1.365, data_time: 0.077, memory: 10738, loss_action_cls: 0.0571, recall@thr=0.5: 0.7245, prec@thr=0.5: 0.8007, recall@top3: 0.8124, prec@top3: 0.6878, recall@top5: 0.9325, prec@top5: 0.4854, loss: 0.0571, grad_norm: 0.2253 2021-04-16 04:06:14,320 - mmaction - INFO - Epoch [5][1060/3842] lr: 4.596e-02, eta: 8:40:08, time: 1.399, data_time: 0.107, memory: 10738, loss_action_cls: 0.0594, recall@thr=0.5: 0.7027, prec@thr=0.5: 0.7798, recall@top3: 0.7959, prec@top3: 0.6631, recall@top5: 0.9292, prec@top5: 0.4754, loss: 0.0594, grad_norm: 0.2498 2021-04-16 04:06:43,629 - mmaction - INFO - Epoch [5][1080/3842] lr: 4.590e-02, eta: 8:39:41, time: 1.465, data_time: 0.006, memory: 10738, loss_action_cls: 0.0610, recall@thr=0.5: 0.7031, prec@thr=0.5: 0.7805, recall@top3: 0.8020, prec@top3: 0.6674, recall@top5: 0.9269, prec@top5: 0.4747, loss: 0.0610, grad_norm: 0.2461 2021-04-16 04:07:10,828 - mmaction - INFO - Epoch [5][1100/3842] lr: 4.584e-02, eta: 8:39:11, time: 1.360, data_time: 0.025, memory: 10738, loss_action_cls: 0.0610, recall@thr=0.5: 0.7060, prec@thr=0.5: 0.7854, recall@top3: 0.7945, prec@top3: 0.6721, recall@top5: 0.9198, prec@top5: 0.4793, loss: 0.0610, grad_norm: 0.2303 2021-04-16 04:07:39,320 - mmaction - INFO - Epoch [5][1120/3842] lr: 4.578e-02, eta: 8:38:43, time: 1.424, data_time: 0.001, memory: 10738, loss_action_cls: 0.0580, recall@thr=0.5: 0.7278, prec@thr=0.5: 0.7986, recall@top3: 0.8181, prec@top3: 0.6803, recall@top5: 0.9339, prec@top5: 0.4796, loss: 0.0580, grad_norm: 0.2336 2021-04-16 04:08:09,071 - mmaction - INFO - Epoch [5][1140/3842] lr: 4.572e-02, eta: 8:38:16, time: 1.488, data_time: 0.022, memory: 10738, loss_action_cls: 0.0603, recall@thr=0.5: 0.7113, prec@thr=0.5: 0.7848, recall@top3: 0.8030, prec@top3: 0.6757, recall@top5: 0.9265, prec@top5: 0.4791, loss: 0.0603, grad_norm: 0.2319 2021-04-16 04:08:35,609 - mmaction - INFO - Epoch [5][1160/3842] lr: 4.566e-02, eta: 8:37:45, time: 1.326, data_time: 0.001, memory: 10738, loss_action_cls: 0.0602, recall@thr=0.5: 0.7025, prec@thr=0.5: 0.7819, recall@top3: 0.7958, prec@top3: 0.6728, recall@top5: 0.9265, prec@top5: 0.4821, loss: 0.0602, grad_norm: 0.2408 2021-04-16 04:09:03,030 - mmaction - INFO - Epoch [5][1180/3842] lr: 4.560e-02, eta: 8:37:16, time: 1.372, data_time: 0.078, memory: 10738, loss_action_cls: 0.0627, recall@thr=0.5: 0.7070, prec@thr=0.5: 0.7807, recall@top3: 0.7981, prec@top3: 0.6787, recall@top5: 0.9241, prec@top5: 0.4840, loss: 0.0627, grad_norm: 0.2436 2021-04-16 04:09:31,784 - mmaction - INFO - Epoch [5][1200/3842] lr: 4.554e-02, eta: 8:36:48, time: 1.438, data_time: 0.047, memory: 10738, loss_action_cls: 0.0586, recall@thr=0.5: 0.7146, prec@thr=0.5: 0.7972, recall@top3: 0.8141, prec@top3: 0.6675, recall@top5: 0.9364, prec@top5: 0.4735, loss: 0.0586, grad_norm: 0.2227 2021-04-16 04:09:57,572 - mmaction - INFO - Epoch [5][1220/3842] lr: 4.548e-02, eta: 8:36:16, time: 1.288, data_time: 0.001, memory: 10738, loss_action_cls: 0.0588, recall@thr=0.5: 0.7148, prec@thr=0.5: 0.7869, recall@top3: 0.8043, prec@top3: 0.6774, recall@top5: 0.9290, prec@top5: 0.4809, loss: 0.0588, grad_norm: 0.2311 2021-04-16 04:10:26,793 - mmaction - INFO - Epoch [5][1240/3842] lr: 4.542e-02, eta: 8:35:49, time: 1.462, data_time: 0.007, memory: 10738, loss_action_cls: 0.0610, recall@thr=0.5: 0.7058, prec@thr=0.5: 0.7772, recall@top3: 0.7991, prec@top3: 0.6742, recall@top5: 0.9232, prec@top5: 0.4787, loss: 0.0610, grad_norm: 0.2279 2021-04-16 04:10:56,505 - mmaction - INFO - Epoch [5][1260/3842] lr: 4.536e-02, eta: 8:35:22, time: 1.486, data_time: 0.001, memory: 10738, loss_action_cls: 0.0564, recall@thr=0.5: 0.7267, prec@thr=0.5: 0.7984, recall@top3: 0.8207, prec@top3: 0.6835, recall@top5: 0.9375, prec@top5: 0.4811, loss: 0.0564, grad_norm: 0.2174 2021-04-16 04:11:22,768 - mmaction - INFO - Epoch [5][1280/3842] lr: 4.530e-02, eta: 8:34:51, time: 1.314, data_time: 0.002, memory: 10738, loss_action_cls: 0.0584, recall@thr=0.5: 0.7243, prec@thr=0.5: 0.7955, recall@top3: 0.8113, prec@top3: 0.6690, recall@top5: 0.9313, prec@top5: 0.4739, loss: 0.0584, grad_norm: 0.2381 2021-04-16 04:11:50,141 - mmaction - INFO - Epoch [5][1300/3842] lr: 4.524e-02, eta: 8:34:21, time: 1.369, data_time: 0.001, memory: 10738, loss_action_cls: 0.0590, recall@thr=0.5: 0.7095, prec@thr=0.5: 0.7820, recall@top3: 0.8051, prec@top3: 0.6656, recall@top5: 0.9342, prec@top5: 0.4748, loss: 0.0590, grad_norm: 0.2300 2021-04-16 04:12:18,230 - mmaction - INFO - Epoch [5][1320/3842] lr: 4.518e-02, eta: 8:33:52, time: 1.404, data_time: 0.004, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7206, prec@thr=0.5: 0.7963, recall@top3: 0.8166, prec@top3: 0.6886, recall@top5: 0.9377, prec@top5: 0.4857, loss: 0.0577, grad_norm: 0.2259 2021-04-16 04:12:44,785 - mmaction - INFO - Epoch [5][1340/3842] lr: 4.512e-02, eta: 8:33:22, time: 1.326, data_time: 0.078, memory: 10738, loss_action_cls: 0.0590, recall@thr=0.5: 0.7159, prec@thr=0.5: 0.7942, recall@top3: 0.8059, prec@top3: 0.6799, recall@top5: 0.9315, prec@top5: 0.4817, loss: 0.0590, grad_norm: 0.2428 2021-04-16 04:13:12,207 - mmaction - INFO - Epoch [5][1360/3842] lr: 4.506e-02, eta: 8:32:52, time: 1.371, data_time: 0.002, memory: 10738, loss_action_cls: 0.0606, recall@thr=0.5: 0.7107, prec@thr=0.5: 0.7818, recall@top3: 0.8007, prec@top3: 0.6698, recall@top5: 0.9237, prec@top5: 0.4777, loss: 0.0606, grad_norm: 0.2452 2021-04-16 04:13:40,798 - mmaction - INFO - Epoch [5][1380/3842] lr: 4.500e-02, eta: 8:32:24, time: 1.431, data_time: 0.112, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7151, prec@thr=0.5: 0.7855, recall@top3: 0.8099, prec@top3: 0.6662, recall@top5: 0.9334, prec@top5: 0.4731, loss: 0.0577, grad_norm: 0.2446 2021-04-16 04:14:09,296 - mmaction - INFO - Epoch [5][1400/3842] lr: 4.494e-02, eta: 8:31:56, time: 1.425, data_time: 0.001, memory: 10738, loss_action_cls: 0.0578, recall@thr=0.5: 0.7123, prec@thr=0.5: 0.7979, recall@top3: 0.8205, prec@top3: 0.6727, recall@top5: 0.9369, prec@top5: 0.4730, loss: 0.0578, grad_norm: 0.2344 2021-04-16 04:14:40,353 - mmaction - INFO - Epoch [5][1420/3842] lr: 4.488e-02, eta: 8:31:31, time: 1.553, data_time: 0.001, memory: 10738, loss_action_cls: 0.0584, recall@thr=0.5: 0.7116, prec@thr=0.5: 0.7922, recall@top3: 0.8067, prec@top3: 0.6615, recall@top5: 0.9269, prec@top5: 0.4692, loss: 0.0584, grad_norm: 0.2284 2021-04-16 04:15:08,395 - mmaction - INFO - Epoch [5][1440/3842] lr: 4.482e-02, eta: 8:31:02, time: 1.402, data_time: 0.001, memory: 10738, loss_action_cls: 0.0564, recall@thr=0.5: 0.7233, prec@thr=0.5: 0.7929, recall@top3: 0.8173, prec@top3: 0.6807, recall@top5: 0.9384, prec@top5: 0.4790, loss: 0.0564, grad_norm: 0.2342 2021-04-16 04:15:34,802 - mmaction - INFO - Epoch [5][1460/3842] lr: 4.476e-02, eta: 8:30:31, time: 1.319, data_time: 0.001, memory: 10738, loss_action_cls: 0.0588, recall@thr=0.5: 0.7124, prec@thr=0.5: 0.7870, recall@top3: 0.8027, prec@top3: 0.6691, recall@top5: 0.9333, prec@top5: 0.4779, loss: 0.0588, grad_norm: 0.2392 2021-04-16 04:16:02,963 - mmaction - INFO - Epoch [5][1480/3842] lr: 4.470e-02, eta: 8:30:03, time: 1.409, data_time: 0.002, memory: 10738, loss_action_cls: 0.0578, recall@thr=0.5: 0.7044, prec@thr=0.5: 0.7910, recall@top3: 0.8123, prec@top3: 0.6686, recall@top5: 0.9363, prec@top5: 0.4738, loss: 0.0578, grad_norm: 0.2400 2021-04-16 04:16:31,173 - mmaction - INFO - Epoch [5][1500/3842] lr: 4.464e-02, eta: 8:29:34, time: 1.409, data_time: 0.001, memory: 10738, loss_action_cls: 0.0604, recall@thr=0.5: 0.7066, prec@thr=0.5: 0.7855, recall@top3: 0.7991, prec@top3: 0.6620, recall@top5: 0.9271, prec@top5: 0.4723, loss: 0.0604, grad_norm: 0.2367 2021-04-16 04:16:57,473 - mmaction - INFO - Epoch [5][1520/3842] lr: 4.458e-02, eta: 8:29:03, time: 1.316, data_time: 0.099, memory: 10738, loss_action_cls: 0.0580, recall@thr=0.5: 0.7182, prec@thr=0.5: 0.7934, recall@top3: 0.8082, prec@top3: 0.6757, recall@top5: 0.9333, prec@top5: 0.4812, loss: 0.0580, grad_norm: 0.2352 2021-04-16 04:17:26,037 - mmaction - INFO - Epoch [5][1540/3842] lr: 4.452e-02, eta: 8:28:35, time: 1.428, data_time: 0.001, memory: 10738, loss_action_cls: 0.0602, recall@thr=0.5: 0.6977, prec@thr=0.5: 0.7830, recall@top3: 0.8035, prec@top3: 0.6656, recall@top5: 0.9250, prec@top5: 0.4700, loss: 0.0602, grad_norm: 0.2291 2021-04-16 04:17:54,351 - mmaction - INFO - Epoch [5][1560/3842] lr: 4.446e-02, eta: 8:28:06, time: 1.416, data_time: 0.052, memory: 10738, loss_action_cls: 0.0582, recall@thr=0.5: 0.7145, prec@thr=0.5: 0.7853, recall@top3: 0.8109, prec@top3: 0.6706, recall@top5: 0.9314, prec@top5: 0.4721, loss: 0.0582, grad_norm: 0.2322 2021-04-16 04:18:22,234 - mmaction - INFO - Epoch [5][1580/3842] lr: 4.440e-02, eta: 8:27:37, time: 1.394, data_time: 0.001, memory: 10738, loss_action_cls: 0.0602, recall@thr=0.5: 0.6916, prec@thr=0.5: 0.7767, recall@top3: 0.7964, prec@top3: 0.6672, recall@top5: 0.9321, prec@top5: 0.4809, loss: 0.0602, grad_norm: 0.2432 2021-04-16 04:18:50,266 - mmaction - INFO - Epoch [5][1600/3842] lr: 4.434e-02, eta: 8:27:09, time: 1.401, data_time: 0.001, memory: 10738, loss_action_cls: 0.0593, recall@thr=0.5: 0.7240, prec@thr=0.5: 0.7925, recall@top3: 0.8110, prec@top3: 0.6850, recall@top5: 0.9282, prec@top5: 0.4820, loss: 0.0593, grad_norm: 0.2351 2021-04-16 04:19:16,845 - mmaction - INFO - Epoch [5][1620/3842] lr: 4.428e-02, eta: 8:26:38, time: 1.328, data_time: 0.001, memory: 10738, loss_action_cls: 0.0591, recall@thr=0.5: 0.7099, prec@thr=0.5: 0.7848, recall@top3: 0.8029, prec@top3: 0.6667, recall@top5: 0.9273, prec@top5: 0.4732, loss: 0.0591, grad_norm: 0.2395 2021-04-16 04:19:47,655 - mmaction - INFO - Epoch [5][1640/3842] lr: 4.422e-02, eta: 8:26:13, time: 1.541, data_time: 0.002, memory: 10738, loss_action_cls: 0.0598, recall@thr=0.5: 0.6948, prec@thr=0.5: 0.7718, recall@top3: 0.8074, prec@top3: 0.6614, recall@top5: 0.9298, prec@top5: 0.4689, loss: 0.0598, grad_norm: 0.2385 2021-04-16 04:20:15,555 - mmaction - INFO - Epoch [5][1660/3842] lr: 4.416e-02, eta: 8:25:44, time: 1.395, data_time: 0.152, memory: 10738, loss_action_cls: 0.0620, recall@thr=0.5: 0.7027, prec@thr=0.5: 0.7808, recall@top3: 0.7989, prec@top3: 0.6718, recall@top5: 0.9222, prec@top5: 0.4784, loss: 0.0620, grad_norm: 0.2274 2021-04-16 04:20:43,322 - mmaction - INFO - Epoch [5][1680/3842] lr: 4.410e-02, eta: 8:25:15, time: 1.388, data_time: 0.197, memory: 10738, loss_action_cls: 0.0624, recall@thr=0.5: 0.6871, prec@thr=0.5: 0.7913, recall@top3: 0.7941, prec@top3: 0.6674, recall@top5: 0.9178, prec@top5: 0.4729, loss: 0.0624, grad_norm: 0.2343 2021-04-16 04:21:10,753 - mmaction - INFO - Epoch [5][1700/3842] lr: 4.404e-02, eta: 8:24:45, time: 1.371, data_time: 0.037, memory: 10738, loss_action_cls: 0.0583, recall@thr=0.5: 0.7073, prec@thr=0.5: 0.7920, recall@top3: 0.8129, prec@top3: 0.6627, recall@top5: 0.9343, prec@top5: 0.4681, loss: 0.0583, grad_norm: 0.2319 2021-04-16 04:21:37,858 - mmaction - INFO - Epoch [5][1720/3842] lr: 4.398e-02, eta: 8:24:15, time: 1.355, data_time: 0.001, memory: 10738, loss_action_cls: 0.0599, recall@thr=0.5: 0.7071, prec@thr=0.5: 0.7831, recall@top3: 0.8039, prec@top3: 0.6759, recall@top5: 0.9304, prec@top5: 0.4806, loss: 0.0599, grad_norm: 0.2338 2021-04-16 04:22:05,292 - mmaction - INFO - Epoch [5][1740/3842] lr: 4.392e-02, eta: 8:23:46, time: 1.371, data_time: 0.001, memory: 10738, loss_action_cls: 0.0589, recall@thr=0.5: 0.7194, prec@thr=0.5: 0.8008, recall@top3: 0.8121, prec@top3: 0.6949, recall@top5: 0.9362, prec@top5: 0.4919, loss: 0.0589, grad_norm: 0.2243 2021-04-16 04:22:31,475 - mmaction - INFO - Epoch [5][1760/3842] lr: 4.386e-02, eta: 8:23:15, time: 1.309, data_time: 0.001, memory: 10738, loss_action_cls: 0.0606, recall@thr=0.5: 0.7098, prec@thr=0.5: 0.7716, recall@top3: 0.7909, prec@top3: 0.6751, recall@top5: 0.9238, prec@top5: 0.4826, loss: 0.0606, grad_norm: 0.2563 2021-04-16 04:22:58,433 - mmaction - INFO - Epoch [5][1780/3842] lr: 4.380e-02, eta: 8:22:44, time: 1.348, data_time: 0.086, memory: 10738, loss_action_cls: 0.0581, recall@thr=0.5: 0.7259, prec@thr=0.5: 0.7959, recall@top3: 0.8159, prec@top3: 0.6751, recall@top5: 0.9300, prec@top5: 0.4749, loss: 0.0581, grad_norm: 0.2346 2021-04-16 04:23:26,703 - mmaction - INFO - Epoch [5][1800/3842] lr: 4.374e-02, eta: 8:22:16, time: 1.413, data_time: 0.002, memory: 10738, loss_action_cls: 0.0590, recall@thr=0.5: 0.7066, prec@thr=0.5: 0.7805, recall@top3: 0.8001, prec@top3: 0.6644, recall@top5: 0.9324, prec@top5: 0.4753, loss: 0.0590, grad_norm: 0.2305 2021-04-16 04:23:54,949 - mmaction - INFO - Epoch [5][1820/3842] lr: 4.368e-02, eta: 8:21:47, time: 1.413, data_time: 0.002, memory: 10738, loss_action_cls: 0.0571, recall@thr=0.5: 0.7205, prec@thr=0.5: 0.7897, recall@top3: 0.8147, prec@top3: 0.6894, recall@top5: 0.9413, prec@top5: 0.4903, loss: 0.0571, grad_norm: 0.2266 2021-04-16 04:24:23,691 - mmaction - INFO - Epoch [5][1840/3842] lr: 4.361e-02, eta: 8:21:20, time: 1.436, data_time: 0.001, memory: 10738, loss_action_cls: 0.0594, recall@thr=0.5: 0.7179, prec@thr=0.5: 0.7887, recall@top3: 0.8040, prec@top3: 0.6779, recall@top5: 0.9314, prec@top5: 0.4832, loss: 0.0594, grad_norm: 0.2341 2021-04-16 04:24:53,363 - mmaction - INFO - Epoch [5][1860/3842] lr: 4.355e-02, eta: 8:20:53, time: 1.484, data_time: 0.010, memory: 10738, loss_action_cls: 0.0604, recall@thr=0.5: 0.7043, prec@thr=0.5: 0.7804, recall@top3: 0.8038, prec@top3: 0.6741, recall@top5: 0.9290, prec@top5: 0.4798, loss: 0.0604, grad_norm: 0.2408 2021-04-16 04:25:20,604 - mmaction - INFO - Epoch [5][1880/3842] lr: 4.349e-02, eta: 8:20:23, time: 1.361, data_time: 0.001, memory: 10738, loss_action_cls: 0.0586, recall@thr=0.5: 0.7171, prec@thr=0.5: 0.7902, recall@top3: 0.8026, prec@top3: 0.6768, recall@top5: 0.9238, prec@top5: 0.4786, loss: 0.0586, grad_norm: 0.2357 2021-04-16 04:25:49,273 - mmaction - INFO - Epoch [5][1900/3842] lr: 4.343e-02, eta: 8:19:55, time: 1.434, data_time: 0.001, memory: 10738, loss_action_cls: 0.0605, recall@thr=0.5: 0.7190, prec@thr=0.5: 0.7863, recall@top3: 0.7995, prec@top3: 0.6807, recall@top5: 0.9249, prec@top5: 0.4848, loss: 0.0605, grad_norm: 0.2440 2021-04-16 04:26:15,447 - mmaction - INFO - Epoch [5][1920/3842] lr: 4.337e-02, eta: 8:19:24, time: 1.309, data_time: 0.002, memory: 10738, loss_action_cls: 0.0596, recall@thr=0.5: 0.7199, prec@thr=0.5: 0.7932, recall@top3: 0.8083, prec@top3: 0.6763, recall@top5: 0.9266, prec@top5: 0.4781, loss: 0.0596, grad_norm: 0.2367 2021-04-16 04:26:45,524 - mmaction - INFO - Epoch [5][1940/3842] lr: 4.331e-02, eta: 8:18:58, time: 1.504, data_time: 0.001, memory: 10738, loss_action_cls: 0.0584, recall@thr=0.5: 0.7055, prec@thr=0.5: 0.7917, recall@top3: 0.8155, prec@top3: 0.6722, recall@top5: 0.9315, prec@top5: 0.4733, loss: 0.0584, grad_norm: 0.2333 2021-04-16 04:27:11,641 - mmaction - INFO - Epoch [5][1960/3842] lr: 4.325e-02, eta: 8:18:27, time: 1.307, data_time: 0.002, memory: 10738, loss_action_cls: 0.0600, recall@thr=0.5: 0.7066, prec@thr=0.5: 0.7868, recall@top3: 0.8022, prec@top3: 0.6791, recall@top5: 0.9258, prec@top5: 0.4825, loss: 0.0600, grad_norm: 0.2454 2021-04-16 04:27:38,914 - mmaction - INFO - Epoch [5][1980/3842] lr: 4.319e-02, eta: 8:17:57, time: 1.364, data_time: 0.022, memory: 10738, loss_action_cls: 0.0574, recall@thr=0.5: 0.7294, prec@thr=0.5: 0.8018, recall@top3: 0.8115, prec@top3: 0.6856, recall@top5: 0.9359, prec@top5: 0.4866, loss: 0.0574, grad_norm: 0.2301 2021-04-16 04:28:08,729 - mmaction - INFO - Epoch [5][2000/3842] lr: 4.313e-02, eta: 8:17:30, time: 1.489, data_time: 0.011, memory: 10738, loss_action_cls: 0.0592, recall@thr=0.5: 0.7002, prec@thr=0.5: 0.7792, recall@top3: 0.8007, prec@top3: 0.6654, recall@top5: 0.9276, prec@top5: 0.4743, loss: 0.0592, grad_norm: 0.2328 2021-04-16 04:28:37,150 - mmaction - INFO - Epoch [5][2020/3842] lr: 4.307e-02, eta: 8:17:02, time: 1.422, data_time: 0.063, memory: 10738, loss_action_cls: 0.0600, recall@thr=0.5: 0.7044, prec@thr=0.5: 0.7852, recall@top3: 0.7966, prec@top3: 0.6589, recall@top5: 0.9295, prec@top5: 0.4716, loss: 0.0600, grad_norm: 0.2298 2021-04-16 04:29:05,370 - mmaction - INFO - Epoch [5][2040/3842] lr: 4.301e-02, eta: 8:16:34, time: 1.411, data_time: 0.001, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7060, prec@thr=0.5: 0.7811, recall@top3: 0.8065, prec@top3: 0.6759, recall@top5: 0.9331, prec@top5: 0.4815, loss: 0.0579, grad_norm: 0.2391 2021-04-16 04:29:31,120 - mmaction - INFO - Epoch [5][2060/3842] lr: 4.295e-02, eta: 8:16:02, time: 1.288, data_time: 0.001, memory: 10738, loss_action_cls: 0.0590, recall@thr=0.5: 0.7073, prec@thr=0.5: 0.7853, recall@top3: 0.8064, prec@top3: 0.6645, recall@top5: 0.9297, prec@top5: 0.4702, loss: 0.0590, grad_norm: 0.2334 2021-04-16 04:29:58,524 - mmaction - INFO - Epoch [5][2080/3842] lr: 4.289e-02, eta: 8:15:33, time: 1.370, data_time: 0.001, memory: 10738, loss_action_cls: 0.0581, recall@thr=0.5: 0.7361, prec@thr=0.5: 0.7946, recall@top3: 0.8116, prec@top3: 0.6920, recall@top5: 0.9360, prec@top5: 0.4916, loss: 0.0581, grad_norm: 0.2391 2021-04-16 04:30:26,136 - mmaction - INFO - Epoch [5][2100/3842] lr: 4.283e-02, eta: 8:15:03, time: 1.380, data_time: 0.016, memory: 10738, loss_action_cls: 0.0597, recall@thr=0.5: 0.7190, prec@thr=0.5: 0.7958, recall@top3: 0.8093, prec@top3: 0.6790, recall@top5: 0.9347, prec@top5: 0.4840, loss: 0.0597, grad_norm: 0.2341 2021-04-16 04:30:53,474 - mmaction - INFO - Epoch [5][2120/3842] lr: 4.277e-02, eta: 8:14:34, time: 1.366, data_time: 0.106, memory: 10738, loss_action_cls: 0.0588, recall@thr=0.5: 0.7233, prec@thr=0.5: 0.7951, recall@top3: 0.8098, prec@top3: 0.6932, recall@top5: 0.9291, prec@top5: 0.4868, loss: 0.0588, grad_norm: 0.2307 2021-04-16 04:31:22,954 - mmaction - INFO - Epoch [5][2140/3842] lr: 4.271e-02, eta: 8:14:07, time: 1.475, data_time: 0.002, memory: 10738, loss_action_cls: 0.0586, recall@thr=0.5: 0.7305, prec@thr=0.5: 0.7960, recall@top3: 0.8129, prec@top3: 0.6904, recall@top5: 0.9335, prec@top5: 0.4889, loss: 0.0586, grad_norm: 0.2260 2021-04-16 04:31:51,988 - mmaction - INFO - Epoch [5][2160/3842] lr: 4.264e-02, eta: 8:13:39, time: 1.452, data_time: 0.001, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7219, prec@thr=0.5: 0.7987, recall@top3: 0.8040, prec@top3: 0.6799, recall@top5: 0.9318, prec@top5: 0.4856, loss: 0.0579, grad_norm: 0.2241 2021-04-16 04:32:20,074 - mmaction - INFO - Epoch [5][2180/3842] lr: 4.258e-02, eta: 8:13:11, time: 1.404, data_time: 0.001, memory: 10738, loss_action_cls: 0.0592, recall@thr=0.5: 0.7206, prec@thr=0.5: 0.7816, recall@top3: 0.8038, prec@top3: 0.6930, recall@top5: 0.9301, prec@top5: 0.4936, loss: 0.0592, grad_norm: 0.2353 2021-04-16 04:32:46,535 - mmaction - INFO - Epoch [5][2200/3842] lr: 4.252e-02, eta: 8:12:40, time: 1.324, data_time: 0.002, memory: 10738, loss_action_cls: 0.0578, recall@thr=0.5: 0.7261, prec@thr=0.5: 0.8004, recall@top3: 0.8112, prec@top3: 0.6802, recall@top5: 0.9337, prec@top5: 0.4815, loss: 0.0578, grad_norm: 0.2349 2021-04-16 04:33:13,476 - mmaction - INFO - Epoch [5][2220/3842] lr: 4.246e-02, eta: 8:12:10, time: 1.348, data_time: 0.001, memory: 10738, loss_action_cls: 0.0622, recall@thr=0.5: 0.6929, prec@thr=0.5: 0.7744, recall@top3: 0.7893, prec@top3: 0.6678, recall@top5: 0.9159, prec@top5: 0.4742, loss: 0.0622, grad_norm: 0.2453 2021-04-16 04:33:40,951 - mmaction - INFO - Epoch [5][2240/3842] lr: 4.240e-02, eta: 8:11:41, time: 1.373, data_time: 0.001, memory: 10738, loss_action_cls: 0.0605, recall@thr=0.5: 0.7131, prec@thr=0.5: 0.7818, recall@top3: 0.7893, prec@top3: 0.6661, recall@top5: 0.9220, prec@top5: 0.4779, loss: 0.0605, grad_norm: 0.2454 2021-04-16 04:34:08,861 - mmaction - INFO - Epoch [5][2260/3842] lr: 4.234e-02, eta: 8:11:12, time: 1.396, data_time: 0.002, memory: 10738, loss_action_cls: 0.0604, recall@thr=0.5: 0.7036, prec@thr=0.5: 0.7821, recall@top3: 0.8091, prec@top3: 0.6702, recall@top5: 0.9322, prec@top5: 0.4762, loss: 0.0604, grad_norm: 0.2356 2021-04-16 04:34:37,087 - mmaction - INFO - Epoch [5][2280/3842] lr: 4.228e-02, eta: 8:10:43, time: 1.412, data_time: 0.002, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7011, prec@thr=0.5: 0.7850, recall@top3: 0.8129, prec@top3: 0.6685, recall@top5: 0.9379, prec@top5: 0.4746, loss: 0.0579, grad_norm: 0.2429 2021-04-16 04:35:05,358 - mmaction - INFO - Epoch [5][2300/3842] lr: 4.222e-02, eta: 8:10:15, time: 1.413, data_time: 0.001, memory: 10738, loss_action_cls: 0.0616, recall@thr=0.5: 0.6987, prec@thr=0.5: 0.7726, recall@top3: 0.7978, prec@top3: 0.6687, recall@top5: 0.9264, prec@top5: 0.4764, loss: 0.0616, grad_norm: 0.2488 2021-04-16 04:35:32,141 - mmaction - INFO - Epoch [5][2320/3842] lr: 4.216e-02, eta: 8:09:45, time: 1.339, data_time: 0.014, memory: 10738, loss_action_cls: 0.0604, recall@thr=0.5: 0.7175, prec@thr=0.5: 0.7943, recall@top3: 0.8074, prec@top3: 0.6751, recall@top5: 0.9318, prec@top5: 0.4796, loss: 0.0604, grad_norm: 0.2246 2021-04-16 04:36:00,751 - mmaction - INFO - Epoch [5][2340/3842] lr: 4.210e-02, eta: 8:09:16, time: 1.430, data_time: 0.001, memory: 10738, loss_action_cls: 0.0602, recall@thr=0.5: 0.7198, prec@thr=0.5: 0.7929, recall@top3: 0.8090, prec@top3: 0.6857, recall@top5: 0.9329, prec@top5: 0.4876, loss: 0.0602, grad_norm: 0.2391 2021-04-16 04:36:26,851 - mmaction - INFO - Epoch [5][2360/3842] lr: 4.204e-02, eta: 8:08:46, time: 1.305, data_time: 0.001, memory: 10738, loss_action_cls: 0.0605, recall@thr=0.5: 0.6968, prec@thr=0.5: 0.7715, recall@top3: 0.7973, prec@top3: 0.6683, recall@top5: 0.9243, prec@top5: 0.4762, loss: 0.0605, grad_norm: 0.2430 2021-04-16 04:36:54,536 - mmaction - INFO - Epoch [5][2380/3842] lr: 4.198e-02, eta: 8:08:16, time: 1.385, data_time: 0.005, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7296, prec@thr=0.5: 0.8047, recall@top3: 0.8210, prec@top3: 0.6919, recall@top5: 0.9397, prec@top5: 0.4886, loss: 0.0555, grad_norm: 0.2265 2021-04-16 04:37:25,678 - mmaction - INFO - Epoch [5][2400/3842] lr: 4.191e-02, eta: 8:07:51, time: 1.556, data_time: 0.001, memory: 10738, loss_action_cls: 0.0598, recall@thr=0.5: 0.7020, prec@thr=0.5: 0.7862, recall@top3: 0.7990, prec@top3: 0.6729, recall@top5: 0.9299, prec@top5: 0.4796, loss: 0.0598, grad_norm: 0.2501 2021-04-16 04:37:53,130 - mmaction - INFO - Epoch [5][2420/3842] lr: 4.185e-02, eta: 8:07:22, time: 1.373, data_time: 0.002, memory: 10738, loss_action_cls: 0.0585, recall@thr=0.5: 0.7093, prec@thr=0.5: 0.7740, recall@top3: 0.7969, prec@top3: 0.6612, recall@top5: 0.9268, prec@top5: 0.4735, loss: 0.0585, grad_norm: 0.2360 2021-04-16 04:38:19,969 - mmaction - INFO - Epoch [5][2440/3842] lr: 4.179e-02, eta: 8:06:52, time: 1.340, data_time: 0.002, memory: 10738, loss_action_cls: 0.0594, recall@thr=0.5: 0.7123, prec@thr=0.5: 0.7952, recall@top3: 0.8031, prec@top3: 0.6779, recall@top5: 0.9286, prec@top5: 0.4797, loss: 0.0594, grad_norm: 0.2320 2021-04-16 04:38:46,205 - mmaction - INFO - Epoch [5][2460/3842] lr: 4.173e-02, eta: 8:06:21, time: 1.314, data_time: 0.003, memory: 10738, loss_action_cls: 0.0581, recall@thr=0.5: 0.7202, prec@thr=0.5: 0.7993, recall@top3: 0.8103, prec@top3: 0.6722, recall@top5: 0.9300, prec@top5: 0.4763, loss: 0.0581, grad_norm: 0.2224 2021-04-16 04:39:13,994 - mmaction - INFO - Epoch [5][2480/3842] lr: 4.167e-02, eta: 8:05:52, time: 1.387, data_time: 0.034, memory: 10738, loss_action_cls: 0.0586, recall@thr=0.5: 0.7139, prec@thr=0.5: 0.7908, recall@top3: 0.8082, prec@top3: 0.6715, recall@top5: 0.9335, prec@top5: 0.4768, loss: 0.0586, grad_norm: 0.2487 2021-04-16 04:39:40,771 - mmaction - INFO - Epoch [5][2500/3842] lr: 4.161e-02, eta: 8:05:22, time: 1.341, data_time: 0.003, memory: 10738, loss_action_cls: 0.0600, recall@thr=0.5: 0.7118, prec@thr=0.5: 0.7844, recall@top3: 0.8080, prec@top3: 0.6699, recall@top5: 0.9295, prec@top5: 0.4727, loss: 0.0600, grad_norm: 0.2465 2021-04-16 04:40:09,664 - mmaction - INFO - Epoch [5][2520/3842] lr: 4.155e-02, eta: 8:04:54, time: 1.445, data_time: 0.019, memory: 10738, loss_action_cls: 0.0602, recall@thr=0.5: 0.7075, prec@thr=0.5: 0.7793, recall@top3: 0.7994, prec@top3: 0.6683, recall@top5: 0.9248, prec@top5: 0.4731, loss: 0.0602, grad_norm: 0.2291 2021-04-16 04:40:37,731 - mmaction - INFO - Epoch [5][2540/3842] lr: 4.149e-02, eta: 8:04:26, time: 1.403, data_time: 0.001, memory: 10738, loss_action_cls: 0.0568, recall@thr=0.5: 0.7126, prec@thr=0.5: 0.7830, recall@top3: 0.8218, prec@top3: 0.6741, recall@top5: 0.9341, prec@top5: 0.4705, loss: 0.0568, grad_norm: 0.2427 2021-04-16 04:41:04,333 - mmaction - INFO - Epoch [5][2560/3842] lr: 4.143e-02, eta: 8:03:55, time: 1.331, data_time: 0.001, memory: 10738, loss_action_cls: 0.0578, recall@thr=0.5: 0.7146, prec@thr=0.5: 0.8040, recall@top3: 0.8140, prec@top3: 0.6689, recall@top5: 0.9301, prec@top5: 0.4717, loss: 0.0578, grad_norm: 0.2324 2021-04-16 04:41:32,801 - mmaction - INFO - Epoch [5][2580/3842] lr: 4.137e-02, eta: 8:03:27, time: 1.423, data_time: 0.001, memory: 10738, loss_action_cls: 0.0589, recall@thr=0.5: 0.7240, prec@thr=0.5: 0.7970, recall@top3: 0.8075, prec@top3: 0.6793, recall@top5: 0.9322, prec@top5: 0.4829, loss: 0.0589, grad_norm: 0.2420 2021-04-16 04:42:02,530 - mmaction - INFO - Epoch [5][2600/3842] lr: 4.130e-02, eta: 8:03:00, time: 1.486, data_time: 0.001, memory: 10738, loss_action_cls: 0.0603, recall@thr=0.5: 0.6994, prec@thr=0.5: 0.7829, recall@top3: 0.8045, prec@top3: 0.6561, recall@top5: 0.9279, prec@top5: 0.4664, loss: 0.0603, grad_norm: 0.2409 2021-04-16 04:42:28,813 - mmaction - INFO - Epoch [5][2620/3842] lr: 4.124e-02, eta: 8:02:30, time: 1.314, data_time: 0.069, memory: 10738, loss_action_cls: 0.0575, recall@thr=0.5: 0.7285, prec@thr=0.5: 0.7996, recall@top3: 0.8161, prec@top3: 0.6863, recall@top5: 0.9319, prec@top5: 0.4817, loss: 0.0575, grad_norm: 0.2350 2021-04-16 04:42:56,118 - mmaction - INFO - Epoch [5][2640/3842] lr: 4.118e-02, eta: 8:02:00, time: 1.365, data_time: 0.001, memory: 10738, loss_action_cls: 0.0561, recall@thr=0.5: 0.7298, prec@thr=0.5: 0.8085, recall@top3: 0.8125, prec@top3: 0.6863, recall@top5: 0.9416, prec@top5: 0.4890, loss: 0.0561, grad_norm: 0.2351 2021-04-16 04:43:25,121 - mmaction - INFO - Epoch [5][2660/3842] lr: 4.112e-02, eta: 8:01:33, time: 1.450, data_time: 0.001, memory: 10738, loss_action_cls: 0.0589, recall@thr=0.5: 0.7206, prec@thr=0.5: 0.7978, recall@top3: 0.8055, prec@top3: 0.6816, recall@top5: 0.9246, prec@top5: 0.4813, loss: 0.0589, grad_norm: 0.2457 2021-04-16 04:43:53,097 - mmaction - INFO - Epoch [5][2680/3842] lr: 4.106e-02, eta: 8:01:04, time: 1.399, data_time: 0.001, memory: 10738, loss_action_cls: 0.0602, recall@thr=0.5: 0.7147, prec@thr=0.5: 0.7943, recall@top3: 0.8069, prec@top3: 0.6855, recall@top5: 0.9254, prec@top5: 0.4846, loss: 0.0602, grad_norm: 0.2328 2021-04-16 04:44:22,337 - mmaction - INFO - Epoch [5][2700/3842] lr: 4.100e-02, eta: 8:00:36, time: 1.461, data_time: 0.039, memory: 10738, loss_action_cls: 0.0563, recall@thr=0.5: 0.7295, prec@thr=0.5: 0.7950, recall@top3: 0.8167, prec@top3: 0.6803, recall@top5: 0.9411, prec@top5: 0.4810, loss: 0.0563, grad_norm: 0.2300 2021-04-16 04:44:49,989 - mmaction - INFO - Epoch [5][2720/3842] lr: 4.094e-02, eta: 8:00:07, time: 1.383, data_time: 0.002, memory: 10738, loss_action_cls: 0.0587, recall@thr=0.5: 0.7141, prec@thr=0.5: 0.7982, recall@top3: 0.8053, prec@top3: 0.6848, recall@top5: 0.9309, prec@top5: 0.4847, loss: 0.0587, grad_norm: 0.2406 2021-04-16 04:45:18,575 - mmaction - INFO - Epoch [5][2740/3842] lr: 4.088e-02, eta: 7:59:39, time: 1.429, data_time: 0.042, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7275, prec@thr=0.5: 0.8025, recall@top3: 0.8065, prec@top3: 0.6821, recall@top5: 0.9374, prec@top5: 0.4877, loss: 0.0579, grad_norm: 0.2330 2021-04-16 04:45:46,982 - mmaction - INFO - Epoch [5][2760/3842] lr: 4.082e-02, eta: 7:59:11, time: 1.421, data_time: 0.002, memory: 10738, loss_action_cls: 0.0571, recall@thr=0.5: 0.7206, prec@thr=0.5: 0.7882, recall@top3: 0.8141, prec@top3: 0.6718, recall@top5: 0.9324, prec@top5: 0.4723, loss: 0.0571, grad_norm: 0.2432 2021-04-16 04:46:16,353 - mmaction - INFO - Epoch [5][2780/3842] lr: 4.076e-02, eta: 7:58:44, time: 1.467, data_time: 0.001, memory: 10738, loss_action_cls: 0.0570, recall@thr=0.5: 0.7242, prec@thr=0.5: 0.7981, recall@top3: 0.8148, prec@top3: 0.6774, recall@top5: 0.9381, prec@top5: 0.4797, loss: 0.0570, grad_norm: 0.2353 2021-04-16 04:46:42,774 - mmaction - INFO - Epoch [5][2800/3842] lr: 4.069e-02, eta: 7:58:13, time: 1.322, data_time: 0.030, memory: 10738, loss_action_cls: 0.0592, recall@thr=0.5: 0.7180, prec@thr=0.5: 0.7933, recall@top3: 0.8078, prec@top3: 0.6854, recall@top5: 0.9321, prec@top5: 0.4866, loss: 0.0592, grad_norm: 0.2334 2021-04-16 04:47:10,718 - mmaction - INFO - Epoch [5][2820/3842] lr: 4.063e-02, eta: 7:57:45, time: 1.398, data_time: 0.029, memory: 10738, loss_action_cls: 0.0588, recall@thr=0.5: 0.7193, prec@thr=0.5: 0.7892, recall@top3: 0.8071, prec@top3: 0.6600, recall@top5: 0.9313, prec@top5: 0.4694, loss: 0.0588, grad_norm: 0.2366 2021-04-16 04:47:38,379 - mmaction - INFO - Epoch [5][2840/3842] lr: 4.057e-02, eta: 7:57:16, time: 1.382, data_time: 0.001, memory: 10738, loss_action_cls: 0.0583, recall@thr=0.5: 0.7079, prec@thr=0.5: 0.7908, recall@top3: 0.8081, prec@top3: 0.6749, recall@top5: 0.9311, prec@top5: 0.4780, loss: 0.0583, grad_norm: 0.2398 2021-04-16 04:48:05,507 - mmaction - INFO - Epoch [5][2860/3842] lr: 4.051e-02, eta: 7:56:46, time: 1.357, data_time: 0.006, memory: 10738, loss_action_cls: 0.0573, recall@thr=0.5: 0.7376, prec@thr=0.5: 0.7993, recall@top3: 0.8153, prec@top3: 0.6805, recall@top5: 0.9305, prec@top5: 0.4794, loss: 0.0573, grad_norm: 0.2298 2021-04-16 04:48:33,794 - mmaction - INFO - Epoch [5][2880/3842] lr: 4.045e-02, eta: 7:56:17, time: 1.413, data_time: 0.001, memory: 10738, loss_action_cls: 0.0583, recall@thr=0.5: 0.7253, prec@thr=0.5: 0.7894, recall@top3: 0.8110, prec@top3: 0.6832, recall@top5: 0.9295, prec@top5: 0.4814, loss: 0.0583, grad_norm: 0.2497 2021-04-16 04:49:01,230 - mmaction - INFO - Epoch [5][2900/3842] lr: 4.039e-02, eta: 7:55:48, time: 1.373, data_time: 0.002, memory: 10738, loss_action_cls: 0.0603, recall@thr=0.5: 0.7060, prec@thr=0.5: 0.7903, recall@top3: 0.8002, prec@top3: 0.6774, recall@top5: 0.9262, prec@top5: 0.4820, loss: 0.0603, grad_norm: 0.2386 2021-04-16 04:49:27,243 - mmaction - INFO - Epoch [5][2920/3842] lr: 4.033e-02, eta: 7:55:17, time: 1.301, data_time: 0.001, memory: 10738, loss_action_cls: 0.0578, recall@thr=0.5: 0.7259, prec@thr=0.5: 0.7908, recall@top3: 0.7976, prec@top3: 0.6790, recall@top5: 0.9357, prec@top5: 0.4895, loss: 0.0578, grad_norm: 0.2403 2021-04-16 04:49:53,932 - mmaction - INFO - Epoch [5][2940/3842] lr: 4.027e-02, eta: 7:54:47, time: 1.334, data_time: 0.001, memory: 10738, loss_action_cls: 0.0591, recall@thr=0.5: 0.7147, prec@thr=0.5: 0.7956, recall@top3: 0.7988, prec@top3: 0.6797, recall@top5: 0.9253, prec@top5: 0.4851, loss: 0.0591, grad_norm: 0.2409 2021-04-16 04:50:22,529 - mmaction - INFO - Epoch [5][2960/3842] lr: 4.021e-02, eta: 7:54:19, time: 1.429, data_time: 0.039, memory: 10738, loss_action_cls: 0.0570, recall@thr=0.5: 0.7299, prec@thr=0.5: 0.7998, recall@top3: 0.8178, prec@top3: 0.6837, recall@top5: 0.9372, prec@top5: 0.4810, loss: 0.0570, grad_norm: 0.2317 2021-04-16 04:50:50,869 - mmaction - INFO - Epoch [5][2980/3842] lr: 4.014e-02, eta: 7:53:51, time: 1.418, data_time: 0.003, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7161, prec@thr=0.5: 0.7872, recall@top3: 0.7979, prec@top3: 0.6743, recall@top5: 0.9227, prec@top5: 0.4788, loss: 0.0579, grad_norm: 0.2510 2021-04-16 04:51:20,766 - mmaction - INFO - Epoch [5][3000/3842] lr: 4.008e-02, eta: 7:53:24, time: 1.494, data_time: 0.001, memory: 10738, loss_action_cls: 0.0580, recall@thr=0.5: 0.7113, prec@thr=0.5: 0.7883, recall@top3: 0.8067, prec@top3: 0.6724, recall@top5: 0.9335, prec@top5: 0.4778, loss: 0.0580, grad_norm: 0.2370 2021-04-16 04:51:47,546 - mmaction - INFO - Epoch [5][3020/3842] lr: 4.002e-02, eta: 7:52:54, time: 1.339, data_time: 0.037, memory: 10738, loss_action_cls: 0.0570, recall@thr=0.5: 0.7217, prec@thr=0.5: 0.7897, recall@top3: 0.8066, prec@top3: 0.6832, recall@top5: 0.9363, prec@top5: 0.4893, loss: 0.0570, grad_norm: 0.2345 2021-04-16 04:52:16,399 - mmaction - INFO - Epoch [5][3040/3842] lr: 3.996e-02, eta: 7:52:26, time: 1.445, data_time: 0.079, memory: 10738, loss_action_cls: 0.0580, recall@thr=0.5: 0.7307, prec@thr=0.5: 0.7945, recall@top3: 0.8167, prec@top3: 0.6709, recall@top5: 0.9340, prec@top5: 0.4727, loss: 0.0580, grad_norm: 0.2465 2021-04-16 04:52:45,987 - mmaction - INFO - Epoch [5][3060/3842] lr: 3.990e-02, eta: 7:51:59, time: 1.479, data_time: 0.001, memory: 10738, loss_action_cls: 0.0589, recall@thr=0.5: 0.7108, prec@thr=0.5: 0.7949, recall@top3: 0.8012, prec@top3: 0.6697, recall@top5: 0.9319, prec@top5: 0.4781, loss: 0.0589, grad_norm: 0.2424 2021-04-16 04:53:14,874 - mmaction - INFO - Epoch [5][3080/3842] lr: 3.984e-02, eta: 7:51:32, time: 1.445, data_time: 0.001, memory: 10738, loss_action_cls: 0.0587, recall@thr=0.5: 0.7136, prec@thr=0.5: 0.7951, recall@top3: 0.8040, prec@top3: 0.6734, recall@top5: 0.9273, prec@top5: 0.4777, loss: 0.0587, grad_norm: 0.2380 2021-04-16 04:53:42,774 - mmaction - INFO - Epoch [5][3100/3842] lr: 3.978e-02, eta: 7:51:03, time: 1.395, data_time: 0.099, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7152, prec@thr=0.5: 0.7922, recall@top3: 0.8050, prec@top3: 0.6719, recall@top5: 0.9295, prec@top5: 0.4760, loss: 0.0577, grad_norm: 0.2405 2021-04-16 04:54:08,636 - mmaction - INFO - Epoch [5][3120/3842] lr: 3.972e-02, eta: 7:50:32, time: 1.293, data_time: 0.001, memory: 10738, loss_action_cls: 0.0613, recall@thr=0.5: 0.7092, prec@thr=0.5: 0.7819, recall@top3: 0.7990, prec@top3: 0.6724, recall@top5: 0.9233, prec@top5: 0.4786, loss: 0.0613, grad_norm: 0.2462 2021-04-16 04:54:36,800 - mmaction - INFO - Epoch [5][3140/3842] lr: 3.965e-02, eta: 7:50:03, time: 1.408, data_time: 0.001, memory: 10738, loss_action_cls: 0.0581, recall@thr=0.5: 0.7169, prec@thr=0.5: 0.7959, recall@top3: 0.8106, prec@top3: 0.6778, recall@top5: 0.9339, prec@top5: 0.4800, loss: 0.0581, grad_norm: 0.2298 2021-04-16 04:55:08,170 - mmaction - INFO - Epoch [5][3160/3842] lr: 3.959e-02, eta: 7:49:38, time: 1.567, data_time: 0.001, memory: 10738, loss_action_cls: 0.0563, recall@thr=0.5: 0.7292, prec@thr=0.5: 0.7983, recall@top3: 0.8198, prec@top3: 0.6806, recall@top5: 0.9373, prec@top5: 0.4789, loss: 0.0563, grad_norm: 0.2413 2021-04-16 04:55:34,496 - mmaction - INFO - Epoch [5][3180/3842] lr: 3.953e-02, eta: 7:49:08, time: 1.317, data_time: 0.027, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7243, prec@thr=0.5: 0.7893, recall@top3: 0.8097, prec@top3: 0.6950, recall@top5: 0.9329, prec@top5: 0.4925, loss: 0.0579, grad_norm: 0.2308 2021-04-16 04:56:03,696 - mmaction - INFO - Epoch [5][3200/3842] lr: 3.947e-02, eta: 7:48:40, time: 1.459, data_time: 0.004, memory: 10738, loss_action_cls: 0.0566, recall@thr=0.5: 0.7259, prec@thr=0.5: 0.7928, recall@top3: 0.8149, prec@top3: 0.6856, recall@top5: 0.9384, prec@top5: 0.4861, loss: 0.0566, grad_norm: 0.2320 2021-04-16 04:56:31,712 - mmaction - INFO - Epoch [5][3220/3842] lr: 3.941e-02, eta: 7:48:12, time: 1.401, data_time: 0.001, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7258, prec@thr=0.5: 0.7875, recall@top3: 0.8076, prec@top3: 0.6786, recall@top5: 0.9343, prec@top5: 0.4813, loss: 0.0577, grad_norm: 0.2380 2021-04-16 04:57:00,225 - mmaction - INFO - Epoch [5][3240/3842] lr: 3.935e-02, eta: 7:47:44, time: 1.426, data_time: 0.001, memory: 10738, loss_action_cls: 0.0566, recall@thr=0.5: 0.7258, prec@thr=0.5: 0.7982, recall@top3: 0.8133, prec@top3: 0.6759, recall@top5: 0.9349, prec@top5: 0.4767, loss: 0.0566, grad_norm: 0.2341 2021-04-16 04:57:28,126 - mmaction - INFO - Epoch [5][3260/3842] lr: 3.929e-02, eta: 7:47:15, time: 1.395, data_time: 0.001, memory: 10738, loss_action_cls: 0.0573, recall@thr=0.5: 0.7199, prec@thr=0.5: 0.7948, recall@top3: 0.8135, prec@top3: 0.6872, recall@top5: 0.9337, prec@top5: 0.4851, loss: 0.0573, grad_norm: 0.2367 2021-04-16 04:57:57,062 - mmaction - INFO - Epoch [5][3280/3842] lr: 3.923e-02, eta: 7:46:47, time: 1.447, data_time: 0.001, memory: 10738, loss_action_cls: 0.0561, recall@thr=0.5: 0.7272, prec@thr=0.5: 0.7978, recall@top3: 0.8127, prec@top3: 0.6818, recall@top5: 0.9354, prec@top5: 0.4837, loss: 0.0561, grad_norm: 0.2430 2021-04-16 04:58:23,963 - mmaction - INFO - Epoch [5][3300/3842] lr: 3.916e-02, eta: 7:46:17, time: 1.345, data_time: 0.001, memory: 10738, loss_action_cls: 0.0578, recall@thr=0.5: 0.7166, prec@thr=0.5: 0.7861, recall@top3: 0.8049, prec@top3: 0.6742, recall@top5: 0.9301, prec@top5: 0.4777, loss: 0.0578, grad_norm: 0.2461 2021-04-16 04:58:50,431 - mmaction - INFO - Epoch [5][3320/3842] lr: 3.910e-02, eta: 7:45:47, time: 1.323, data_time: 0.001, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7217, prec@thr=0.5: 0.7899, recall@top3: 0.8117, prec@top3: 0.6799, recall@top5: 0.9348, prec@top5: 0.4818, loss: 0.0577, grad_norm: 0.2422 2021-04-16 04:59:17,799 - mmaction - INFO - Epoch [5][3340/3842] lr: 3.904e-02, eta: 7:45:18, time: 1.367, data_time: 0.136, memory: 10738, loss_action_cls: 0.0582, recall@thr=0.5: 0.7120, prec@thr=0.5: 0.7944, recall@top3: 0.8105, prec@top3: 0.6796, recall@top5: 0.9317, prec@top5: 0.4788, loss: 0.0582, grad_norm: 0.2347 2021-04-16 04:59:45,619 - mmaction - INFO - Epoch [5][3360/3842] lr: 3.898e-02, eta: 7:44:49, time: 1.392, data_time: 0.003, memory: 10738, loss_action_cls: 0.0590, recall@thr=0.5: 0.7162, prec@thr=0.5: 0.7879, recall@top3: 0.8122, prec@top3: 0.6658, recall@top5: 0.9254, prec@top5: 0.4665, loss: 0.0590, grad_norm: 0.2331 2021-04-16 05:00:14,666 - mmaction - INFO - Epoch [5][3380/3842] lr: 3.892e-02, eta: 7:44:21, time: 1.453, data_time: 0.002, memory: 10738, loss_action_cls: 0.0573, recall@thr=0.5: 0.7165, prec@thr=0.5: 0.7953, recall@top3: 0.8110, prec@top3: 0.6824, recall@top5: 0.9307, prec@top5: 0.4805, loss: 0.0573, grad_norm: 0.2380 2021-04-16 05:00:41,842 - mmaction - INFO - Epoch [5][3400/3842] lr: 3.886e-02, eta: 7:43:52, time: 1.359, data_time: 0.001, memory: 10738, loss_action_cls: 0.0582, recall@thr=0.5: 0.7158, prec@thr=0.5: 0.7989, recall@top3: 0.8074, prec@top3: 0.6734, recall@top5: 0.9303, prec@top5: 0.4767, loss: 0.0582, grad_norm: 0.2321 2021-04-16 05:01:09,931 - mmaction - INFO - Epoch [5][3420/3842] lr: 3.880e-02, eta: 7:43:23, time: 1.404, data_time: 0.010, memory: 10738, loss_action_cls: 0.0572, recall@thr=0.5: 0.7245, prec@thr=0.5: 0.7966, recall@top3: 0.8086, prec@top3: 0.6708, recall@top5: 0.9336, prec@top5: 0.4776, loss: 0.0572, grad_norm: 0.2395 2021-04-16 05:01:39,077 - mmaction - INFO - Epoch [5][3440/3842] lr: 3.874e-02, eta: 7:42:56, time: 1.457, data_time: 0.001, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7088, prec@thr=0.5: 0.7912, recall@top3: 0.8138, prec@top3: 0.6712, recall@top5: 0.9334, prec@top5: 0.4739, loss: 0.0577, grad_norm: 0.2438 2021-04-16 05:02:09,483 - mmaction - INFO - Epoch [5][3460/3842] lr: 3.867e-02, eta: 7:42:30, time: 1.521, data_time: 0.277, memory: 10738, loss_action_cls: 0.0594, recall@thr=0.5: 0.7246, prec@thr=0.5: 0.7864, recall@top3: 0.8047, prec@top3: 0.6755, recall@top5: 0.9277, prec@top5: 0.4802, loss: 0.0594, grad_norm: 0.2357 2021-04-16 05:02:38,641 - mmaction - INFO - Epoch [5][3480/3842] lr: 3.861e-02, eta: 7:42:02, time: 1.458, data_time: 0.146, memory: 10738, loss_action_cls: 0.0586, recall@thr=0.5: 0.7172, prec@thr=0.5: 0.7854, recall@top3: 0.8041, prec@top3: 0.6690, recall@top5: 0.9297, prec@top5: 0.4766, loss: 0.0586, grad_norm: 0.2316 2021-04-16 05:03:07,349 - mmaction - INFO - Epoch [5][3500/3842] lr: 3.855e-02, eta: 7:41:34, time: 1.435, data_time: 0.001, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7330, prec@thr=0.5: 0.7977, recall@top3: 0.8089, prec@top3: 0.6822, recall@top5: 0.9371, prec@top5: 0.4867, loss: 0.0577, grad_norm: 0.2346 2021-04-16 05:03:35,120 - mmaction - INFO - Epoch [5][3520/3842] lr: 3.849e-02, eta: 7:41:05, time: 1.388, data_time: 0.010, memory: 10738, loss_action_cls: 0.0586, recall@thr=0.5: 0.7133, prec@thr=0.5: 0.7997, recall@top3: 0.8086, prec@top3: 0.6878, recall@top5: 0.9302, prec@top5: 0.4878, loss: 0.0586, grad_norm: 0.2419 2021-04-16 05:04:04,272 - mmaction - INFO - Epoch [5][3540/3842] lr: 3.843e-02, eta: 7:40:38, time: 1.457, data_time: 0.001, memory: 10738, loss_action_cls: 0.0567, recall@thr=0.5: 0.7272, prec@thr=0.5: 0.7907, recall@top3: 0.8161, prec@top3: 0.6921, recall@top5: 0.9321, prec@top5: 0.4873, loss: 0.0567, grad_norm: 0.2419 2021-04-16 05:04:32,727 - mmaction - INFO - Epoch [5][3560/3842] lr: 3.837e-02, eta: 7:40:09, time: 1.422, data_time: 0.002, memory: 10738, loss_action_cls: 0.0586, recall@thr=0.5: 0.7277, prec@thr=0.5: 0.7909, recall@top3: 0.8166, prec@top3: 0.6806, recall@top5: 0.9320, prec@top5: 0.4768, loss: 0.0586, grad_norm: 0.2453 2021-04-16 05:05:00,055 - mmaction - INFO - Epoch [5][3580/3842] lr: 3.831e-02, eta: 7:39:40, time: 1.368, data_time: 0.123, memory: 10738, loss_action_cls: 0.0601, recall@thr=0.5: 0.7162, prec@thr=0.5: 0.7852, recall@top3: 0.8030, prec@top3: 0.6741, recall@top5: 0.9279, prec@top5: 0.4770, loss: 0.0601, grad_norm: 0.2427 2021-04-16 05:05:27,983 - mmaction - INFO - Epoch [5][3600/3842] lr: 3.825e-02, eta: 7:39:11, time: 1.396, data_time: 0.001, memory: 10738, loss_action_cls: 0.0557, recall@thr=0.5: 0.7295, prec@thr=0.5: 0.8109, recall@top3: 0.8245, prec@top3: 0.6876, recall@top5: 0.9409, prec@top5: 0.4817, loss: 0.0557, grad_norm: 0.2175 2021-04-16 05:05:54,923 - mmaction - INFO - Epoch [5][3620/3842] lr: 3.818e-02, eta: 7:38:42, time: 1.347, data_time: 0.001, memory: 10738, loss_action_cls: 0.0603, recall@thr=0.5: 0.6908, prec@thr=0.5: 0.7736, recall@top3: 0.7978, prec@top3: 0.6646, recall@top5: 0.9236, prec@top5: 0.4722, loss: 0.0603, grad_norm: 0.2519 2021-04-16 05:06:22,087 - mmaction - INFO - Epoch [5][3640/3842] lr: 3.812e-02, eta: 7:38:12, time: 1.356, data_time: 0.001, memory: 10738, loss_action_cls: 0.0582, recall@thr=0.5: 0.7249, prec@thr=0.5: 0.7886, recall@top3: 0.8075, prec@top3: 0.6810, recall@top5: 0.9330, prec@top5: 0.4832, loss: 0.0582, grad_norm: 0.2447 2021-04-16 05:06:49,644 - mmaction - INFO - Epoch [5][3660/3842] lr: 3.806e-02, eta: 7:37:43, time: 1.380, data_time: 0.027, memory: 10738, loss_action_cls: 0.0590, recall@thr=0.5: 0.7199, prec@thr=0.5: 0.7900, recall@top3: 0.8075, prec@top3: 0.6813, recall@top5: 0.9316, prec@top5: 0.4844, loss: 0.0590, grad_norm: 0.2310 2021-04-16 05:07:16,780 - mmaction - INFO - Epoch [5][3680/3842] lr: 3.800e-02, eta: 7:37:14, time: 1.356, data_time: 0.029, memory: 10738, loss_action_cls: 0.0558, recall@thr=0.5: 0.7402, prec@thr=0.5: 0.8013, recall@top3: 0.8206, prec@top3: 0.6934, recall@top5: 0.9292, prec@top5: 0.4828, loss: 0.0558, grad_norm: 0.2262 2021-04-16 05:07:44,878 - mmaction - INFO - Epoch [5][3700/3842] lr: 3.794e-02, eta: 7:36:45, time: 1.406, data_time: 0.044, memory: 10738, loss_action_cls: 0.0575, recall@thr=0.5: 0.6998, prec@thr=0.5: 0.7915, recall@top3: 0.8051, prec@top3: 0.6662, recall@top5: 0.9266, prec@top5: 0.4699, loss: 0.0575, grad_norm: 0.2439 2021-04-16 05:08:11,820 - mmaction - INFO - Epoch [5][3720/3842] lr: 3.788e-02, eta: 7:36:15, time: 1.347, data_time: 0.001, memory: 10738, loss_action_cls: 0.0571, recall@thr=0.5: 0.7288, prec@thr=0.5: 0.7953, recall@top3: 0.8182, prec@top3: 0.6860, recall@top5: 0.9313, prec@top5: 0.4802, loss: 0.0571, grad_norm: 0.2297 2021-04-16 05:08:40,704 - mmaction - INFO - Epoch [5][3740/3842] lr: 3.782e-02, eta: 7:35:47, time: 1.445, data_time: 0.001, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7216, prec@thr=0.5: 0.7946, recall@top3: 0.8095, prec@top3: 0.6771, recall@top5: 0.9306, prec@top5: 0.4770, loss: 0.0577, grad_norm: 0.2398 2021-04-16 05:09:08,945 - mmaction - INFO - Epoch [5][3760/3842] lr: 3.775e-02, eta: 7:35:19, time: 1.411, data_time: 0.001, memory: 10738, loss_action_cls: 0.0569, recall@thr=0.5: 0.7304, prec@thr=0.5: 0.8021, recall@top3: 0.8205, prec@top3: 0.7022, recall@top5: 0.9409, prec@top5: 0.4949, loss: 0.0569, grad_norm: 0.2548 2021-04-16 05:09:34,172 - mmaction - INFO - Epoch [5][3780/3842] lr: 3.769e-02, eta: 7:34:48, time: 1.262, data_time: 0.002, memory: 10738, loss_action_cls: 0.0566, recall@thr=0.5: 0.7312, prec@thr=0.5: 0.8065, recall@top3: 0.8167, prec@top3: 0.6926, recall@top5: 0.9405, prec@top5: 0.4904, loss: 0.0566, grad_norm: 0.2444 2021-04-16 05:10:01,054 - mmaction - INFO - Epoch [5][3800/3842] lr: 3.763e-02, eta: 7:34:18, time: 1.344, data_time: 0.020, memory: 10738, loss_action_cls: 0.0567, recall@thr=0.5: 0.7340, prec@thr=0.5: 0.8079, recall@top3: 0.8157, prec@top3: 0.7000, recall@top5: 0.9400, prec@top5: 0.4978, loss: 0.0567, grad_norm: 0.2356 2021-04-16 05:10:29,468 - mmaction - INFO - Epoch [5][3820/3842] lr: 3.757e-02, eta: 7:33:50, time: 1.422, data_time: 0.002, memory: 10738, loss_action_cls: 0.0594, recall@thr=0.5: 0.7230, prec@thr=0.5: 0.7887, recall@top3: 0.8015, prec@top3: 0.6719, recall@top5: 0.9294, prec@top5: 0.4809, loss: 0.0594, grad_norm: 0.2395 2021-04-16 05:10:56,616 - mmaction - INFO - Epoch [5][3840/3842] lr: 3.751e-02, eta: 7:33:20, time: 1.357, data_time: 0.001, memory: 10738, loss_action_cls: 0.0572, recall@thr=0.5: 0.7189, prec@thr=0.5: 0.7934, recall@top3: 0.8162, prec@top3: 0.6715, recall@top5: 0.9349, prec@top5: 0.4740, loss: 0.0572, grad_norm: 0.2309 2021-04-16 05:11:01,229 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-04-16 05:34:22,127 - mmaction - INFO - Evaluating mAP ... 2021-04-16 05:41:39,749 - mmaction - INFO - mAP@0.5IOU 0.2642 2021-04-16 05:41:40,662 - mmaction - INFO - Now best checkpoint is saved as best_mAP@0.5IOU_epoch_5.pth. 2021-04-16 05:41:40,663 - mmaction - INFO - Best mAP@0.5IOU is 0.2642 at 5 epoch. 2021-04-16 05:41:42,008 - mmaction - INFO - Epoch(val) [5][3842] mAP@0.5IOU: 0.2642 2021-04-16 05:42:54,456 - mmaction - INFO - Epoch [6][20/3842] lr: 3.744e-02, eta: 7:33:30, time: 3.621, data_time: 2.318, memory: 10738, loss_action_cls: 0.0566, recall@thr=0.5: 0.7249, prec@thr=0.5: 0.8094, recall@top3: 0.8171, prec@top3: 0.6780, recall@top5: 0.9366, prec@top5: 0.4797, loss: 0.0566, grad_norm: 0.2358 2021-04-16 05:43:25,413 - mmaction - INFO - Epoch [6][40/3842] lr: 3.738e-02, eta: 7:33:04, time: 1.548, data_time: 0.002, memory: 10738, loss_action_cls: 0.0573, recall@thr=0.5: 0.7163, prec@thr=0.5: 0.8021, recall@top3: 0.8069, prec@top3: 0.6766, recall@top5: 0.9303, prec@top5: 0.4788, loss: 0.0573, grad_norm: 0.2459 2021-04-16 05:43:53,778 - mmaction - INFO - Epoch [6][60/3842] lr: 3.732e-02, eta: 7:32:36, time: 1.418, data_time: 0.025, memory: 10738, loss_action_cls: 0.0596, recall@thr=0.5: 0.7179, prec@thr=0.5: 0.7855, recall@top3: 0.7998, prec@top3: 0.6765, recall@top5: 0.9286, prec@top5: 0.4852, loss: 0.0596, grad_norm: 0.2395 2021-04-16 05:44:21,572 - mmaction - INFO - Epoch [6][80/3842] lr: 3.726e-02, eta: 7:32:07, time: 1.389, data_time: 0.096, memory: 10738, loss_action_cls: 0.0556, recall@thr=0.5: 0.7287, prec@thr=0.5: 0.8113, recall@top3: 0.8236, prec@top3: 0.6873, recall@top5: 0.9380, prec@top5: 0.4804, loss: 0.0556, grad_norm: 0.2233 2021-04-16 05:44:49,955 - mmaction - INFO - Epoch [6][100/3842] lr: 3.720e-02, eta: 7:31:39, time: 1.420, data_time: 0.011, memory: 10738, loss_action_cls: 0.0573, recall@thr=0.5: 0.7271, prec@thr=0.5: 0.7956, recall@top3: 0.8149, prec@top3: 0.6752, recall@top5: 0.9327, prec@top5: 0.4762, loss: 0.0573, grad_norm: 0.2475 2021-04-16 05:45:19,289 - mmaction - INFO - Epoch [6][120/3842] lr: 3.714e-02, eta: 7:31:11, time: 1.467, data_time: 0.079, memory: 10738, loss_action_cls: 0.0565, recall@thr=0.5: 0.7203, prec@thr=0.5: 0.7989, recall@top3: 0.8189, prec@top3: 0.6764, recall@top5: 0.9389, prec@top5: 0.4765, loss: 0.0565, grad_norm: 0.2310 2021-04-16 05:45:47,334 - mmaction - INFO - Epoch [6][140/3842] lr: 3.707e-02, eta: 7:30:43, time: 1.401, data_time: 0.086, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7278, prec@thr=0.5: 0.8013, recall@top3: 0.8186, prec@top3: 0.6801, recall@top5: 0.9371, prec@top5: 0.4797, loss: 0.0579, grad_norm: 0.2436 2021-04-16 05:46:16,009 - mmaction - INFO - Epoch [6][160/3842] lr: 3.701e-02, eta: 7:30:15, time: 1.434, data_time: 0.071, memory: 10738, loss_action_cls: 0.0591, recall@thr=0.5: 0.7195, prec@thr=0.5: 0.7877, recall@top3: 0.8036, prec@top3: 0.6691, recall@top5: 0.9303, prec@top5: 0.4774, loss: 0.0591, grad_norm: 0.2358 2021-04-16 05:46:44,537 - mmaction - INFO - Epoch [6][180/3842] lr: 3.695e-02, eta: 7:29:46, time: 1.426, data_time: 0.001, memory: 10738, loss_action_cls: 0.0568, recall@thr=0.5: 0.7245, prec@thr=0.5: 0.7981, recall@top3: 0.8112, prec@top3: 0.6737, recall@top5: 0.9343, prec@top5: 0.4785, loss: 0.0568, grad_norm: 0.2407 2021-04-16 05:47:11,725 - mmaction - INFO - Epoch [6][200/3842] lr: 3.689e-02, eta: 7:29:17, time: 1.359, data_time: 0.002, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7282, prec@thr=0.5: 0.8060, recall@top3: 0.8149, prec@top3: 0.6823, recall@top5: 0.9353, prec@top5: 0.4817, loss: 0.0555, grad_norm: 0.2500 2021-04-16 05:47:40,766 - mmaction - INFO - Epoch [6][220/3842] lr: 3.683e-02, eta: 7:28:49, time: 1.453, data_time: 0.002, memory: 10738, loss_action_cls: 0.0563, recall@thr=0.5: 0.7101, prec@thr=0.5: 0.7835, recall@top3: 0.8123, prec@top3: 0.6675, recall@top5: 0.9398, prec@top5: 0.4763, loss: 0.0563, grad_norm: 0.2498 2021-04-16 05:48:08,471 - mmaction - INFO - Epoch [6][240/3842] lr: 3.677e-02, eta: 7:28:20, time: 1.385, data_time: 0.011, memory: 10738, loss_action_cls: 0.0563, recall@thr=0.5: 0.7319, prec@thr=0.5: 0.7960, recall@top3: 0.8137, prec@top3: 0.6877, recall@top5: 0.9339, prec@top5: 0.4851, loss: 0.0563, grad_norm: 0.2460 2021-04-16 05:48:35,310 - mmaction - INFO - Epoch [6][260/3842] lr: 3.671e-02, eta: 7:27:50, time: 1.341, data_time: 0.001, memory: 10738, loss_action_cls: 0.0560, recall@thr=0.5: 0.7449, prec@thr=0.5: 0.8027, recall@top3: 0.8265, prec@top3: 0.6811, recall@top5: 0.9381, prec@top5: 0.4758, loss: 0.0560, grad_norm: 0.2481 2021-04-16 05:49:05,757 - mmaction - INFO - Epoch [6][280/3842] lr: 3.664e-02, eta: 7:27:24, time: 1.523, data_time: 0.002, memory: 10738, loss_action_cls: 0.0581, recall@thr=0.5: 0.7041, prec@thr=0.5: 0.7904, recall@top3: 0.8086, prec@top3: 0.6643, recall@top5: 0.9184, prec@top5: 0.4656, loss: 0.0581, grad_norm: 0.2431 2021-04-16 05:49:32,136 - mmaction - INFO - Epoch [6][300/3842] lr: 3.658e-02, eta: 7:26:54, time: 1.319, data_time: 0.059, memory: 10738, loss_action_cls: 0.0570, recall@thr=0.5: 0.7333, prec@thr=0.5: 0.8030, recall@top3: 0.8073, prec@top3: 0.6811, recall@top5: 0.9349, prec@top5: 0.4883, loss: 0.0570, grad_norm: 0.2580 2021-04-16 05:50:01,597 - mmaction - INFO - Epoch [6][320/3842] lr: 3.652e-02, eta: 7:26:27, time: 1.472, data_time: 0.058, memory: 10738, loss_action_cls: 0.0565, recall@thr=0.5: 0.7327, prec@thr=0.5: 0.8095, recall@top3: 0.8088, prec@top3: 0.6872, recall@top5: 0.9377, prec@top5: 0.4900, loss: 0.0565, grad_norm: 0.2441 2021-04-16 05:50:32,108 - mmaction - INFO - Epoch [6][340/3842] lr: 3.646e-02, eta: 7:26:00, time: 1.526, data_time: 0.272, memory: 10738, loss_action_cls: 0.0559, recall@thr=0.5: 0.7288, prec@thr=0.5: 0.7994, recall@top3: 0.8170, prec@top3: 0.6861, recall@top5: 0.9362, prec@top5: 0.4853, loss: 0.0559, grad_norm: 0.2488 2021-04-16 05:51:00,085 - mmaction - INFO - Epoch [6][360/3842] lr: 3.640e-02, eta: 7:25:31, time: 1.397, data_time: 0.001, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7276, prec@thr=0.5: 0.8000, recall@top3: 0.8220, prec@top3: 0.6769, recall@top5: 0.9356, prec@top5: 0.4760, loss: 0.0555, grad_norm: 0.2470 2021-04-16 05:51:29,231 - mmaction - INFO - Epoch [6][380/3842] lr: 3.634e-02, eta: 7:25:04, time: 1.459, data_time: 0.003, memory: 10738, loss_action_cls: 0.0575, recall@thr=0.5: 0.7210, prec@thr=0.5: 0.7954, recall@top3: 0.8102, prec@top3: 0.6872, recall@top5: 0.9360, prec@top5: 0.4861, loss: 0.0575, grad_norm: 0.2455 2021-04-16 05:51:56,725 - mmaction - INFO - Epoch [6][400/3842] lr: 3.628e-02, eta: 7:24:35, time: 1.375, data_time: 0.001, memory: 10738, loss_action_cls: 0.0576, recall@thr=0.5: 0.7301, prec@thr=0.5: 0.7992, recall@top3: 0.8137, prec@top3: 0.6881, recall@top5: 0.9346, prec@top5: 0.4866, loss: 0.0576, grad_norm: 0.2434 2021-04-16 05:52:24,914 - mmaction - INFO - Epoch [6][420/3842] lr: 3.622e-02, eta: 7:24:06, time: 1.410, data_time: 0.001, memory: 10738, loss_action_cls: 0.0572, recall@thr=0.5: 0.7302, prec@thr=0.5: 0.7986, recall@top3: 0.8136, prec@top3: 0.6917, recall@top5: 0.9323, prec@top5: 0.4864, loss: 0.0572, grad_norm: 0.2486 2021-04-16 05:52:52,616 - mmaction - INFO - Epoch [6][440/3842] lr: 3.615e-02, eta: 7:23:37, time: 1.385, data_time: 0.001, memory: 10738, loss_action_cls: 0.0584, recall@thr=0.5: 0.7112, prec@thr=0.5: 0.7932, recall@top3: 0.8042, prec@top3: 0.6777, recall@top5: 0.9317, prec@top5: 0.4818, loss: 0.0584, grad_norm: 0.2510 2021-04-16 05:53:22,905 - mmaction - INFO - Epoch [6][460/3842] lr: 3.609e-02, eta: 7:23:11, time: 1.513, data_time: 0.001, memory: 10738, loss_action_cls: 0.0544, recall@thr=0.5: 0.7336, prec@thr=0.5: 0.8061, recall@top3: 0.8249, prec@top3: 0.6918, recall@top5: 0.9428, prec@top5: 0.4868, loss: 0.0544, grad_norm: 0.2322 2021-04-16 05:53:50,988 - mmaction - INFO - Epoch [6][480/3842] lr: 3.603e-02, eta: 7:22:42, time: 1.406, data_time: 0.182, memory: 10738, loss_action_cls: 0.0553, recall@thr=0.5: 0.7411, prec@thr=0.5: 0.8087, recall@top3: 0.8201, prec@top3: 0.6912, recall@top5: 0.9350, prec@top5: 0.4846, loss: 0.0553, grad_norm: 0.2310 2021-04-16 05:54:18,230 - mmaction - INFO - Epoch [6][500/3842] lr: 3.597e-02, eta: 7:22:13, time: 1.361, data_time: 0.001, memory: 10738, loss_action_cls: 0.0582, recall@thr=0.5: 0.7111, prec@thr=0.5: 0.7930, recall@top3: 0.8077, prec@top3: 0.6739, recall@top5: 0.9318, prec@top5: 0.4773, loss: 0.0582, grad_norm: 0.2534 2021-04-16 05:54:47,658 - mmaction - INFO - Epoch [6][520/3842] lr: 3.591e-02, eta: 7:21:45, time: 1.472, data_time: 0.019, memory: 10738, loss_action_cls: 0.0562, recall@thr=0.5: 0.7300, prec@thr=0.5: 0.7923, recall@top3: 0.8210, prec@top3: 0.6672, recall@top5: 0.9347, prec@top5: 0.4676, loss: 0.0562, grad_norm: 0.2522 2021-04-16 05:55:16,484 - mmaction - INFO - Epoch [6][540/3842] lr: 3.585e-02, eta: 7:21:17, time: 1.442, data_time: 0.001, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7414, prec@thr=0.5: 0.8018, recall@top3: 0.8186, prec@top3: 0.6902, recall@top5: 0.9372, prec@top5: 0.4867, loss: 0.0555, grad_norm: 0.2449 2021-04-16 05:55:43,963 - mmaction - INFO - Epoch [6][560/3842] lr: 3.579e-02, eta: 7:20:48, time: 1.373, data_time: 0.019, memory: 10738, loss_action_cls: 0.0568, recall@thr=0.5: 0.7169, prec@thr=0.5: 0.7971, recall@top3: 0.8123, prec@top3: 0.6829, recall@top5: 0.9392, prec@top5: 0.4878, loss: 0.0568, grad_norm: 0.2521 2021-04-16 05:56:14,130 - mmaction - INFO - Epoch [6][580/3842] lr: 3.573e-02, eta: 7:20:21, time: 1.509, data_time: 0.128, memory: 10738, loss_action_cls: 0.0551, recall@thr=0.5: 0.7303, prec@thr=0.5: 0.8061, recall@top3: 0.8229, prec@top3: 0.6794, recall@top5: 0.9376, prec@top5: 0.4754, loss: 0.0551, grad_norm: 0.2511 2021-04-16 05:56:42,787 - mmaction - INFO - Epoch [6][600/3842] lr: 3.566e-02, eta: 7:19:53, time: 1.433, data_time: 0.033, memory: 10738, loss_action_cls: 0.0556, recall@thr=0.5: 0.7302, prec@thr=0.5: 0.8003, recall@top3: 0.8174, prec@top3: 0.6856, recall@top5: 0.9327, prec@top5: 0.4827, loss: 0.0556, grad_norm: 0.2388 2021-04-16 05:57:11,200 - mmaction - INFO - Epoch [6][620/3842] lr: 3.560e-02, eta: 7:19:25, time: 1.421, data_time: 0.058, memory: 10738, loss_action_cls: 0.0597, recall@thr=0.5: 0.7108, prec@thr=0.5: 0.7921, recall@top3: 0.7954, prec@top3: 0.6613, recall@top5: 0.9286, prec@top5: 0.4738, loss: 0.0597, grad_norm: 0.2508 2021-04-16 05:57:38,793 - mmaction - INFO - Epoch [6][640/3842] lr: 3.554e-02, eta: 7:18:56, time: 1.380, data_time: 0.001, memory: 10738, loss_action_cls: 0.0556, recall@thr=0.5: 0.7190, prec@thr=0.5: 0.7934, recall@top3: 0.8199, prec@top3: 0.6775, recall@top5: 0.9349, prec@top5: 0.4755, loss: 0.0556, grad_norm: 0.2297 2021-04-16 05:58:07,186 - mmaction - INFO - Epoch [6][660/3842] lr: 3.548e-02, eta: 7:18:28, time: 1.420, data_time: 0.001, memory: 10738, loss_action_cls: 0.0548, recall@thr=0.5: 0.7436, prec@thr=0.5: 0.8074, recall@top3: 0.8292, prec@top3: 0.7010, recall@top5: 0.9392, prec@top5: 0.4892, loss: 0.0548, grad_norm: 0.2466 2021-04-16 05:58:38,316 - mmaction - INFO - Epoch [6][680/3842] lr: 3.542e-02, eta: 7:18:02, time: 1.556, data_time: 0.001, memory: 10738, loss_action_cls: 0.0546, recall@thr=0.5: 0.7411, prec@thr=0.5: 0.8057, recall@top3: 0.8164, prec@top3: 0.6929, recall@top5: 0.9390, prec@top5: 0.4902, loss: 0.0546, grad_norm: 0.2400 2021-04-16 05:59:07,951 - mmaction - INFO - Epoch [6][700/3842] lr: 3.536e-02, eta: 7:17:35, time: 1.480, data_time: 0.001, memory: 10738, loss_action_cls: 0.0557, recall@thr=0.5: 0.7310, prec@thr=0.5: 0.8091, recall@top3: 0.8234, prec@top3: 0.6787, recall@top5: 0.9354, prec@top5: 0.4752, loss: 0.0557, grad_norm: 0.2508 2021-04-16 05:59:35,817 - mmaction - INFO - Epoch [6][720/3842] lr: 3.530e-02, eta: 7:17:06, time: 1.395, data_time: 0.003, memory: 10738, loss_action_cls: 0.0552, recall@thr=0.5: 0.7417, prec@thr=0.5: 0.8013, recall@top3: 0.8203, prec@top3: 0.6872, recall@top5: 0.9371, prec@top5: 0.4822, loss: 0.0552, grad_norm: 0.2342 2021-04-16 06:00:05,078 - mmaction - INFO - Epoch [6][740/3842] lr: 3.524e-02, eta: 7:16:38, time: 1.457, data_time: 0.001, memory: 10738, loss_action_cls: 0.0565, recall@thr=0.5: 0.7335, prec@thr=0.5: 0.7983, recall@top3: 0.8135, prec@top3: 0.6859, recall@top5: 0.9382, prec@top5: 0.4878, loss: 0.0565, grad_norm: 0.2482 2021-04-16 06:00:35,770 - mmaction - INFO - Epoch [6][760/3842] lr: 3.517e-02, eta: 7:16:12, time: 1.541, data_time: 0.016, memory: 10738, loss_action_cls: 0.0549, recall@thr=0.5: 0.7452, prec@thr=0.5: 0.8109, recall@top3: 0.8273, prec@top3: 0.7029, recall@top5: 0.9439, prec@top5: 0.4917, loss: 0.0549, grad_norm: 0.2413 2021-04-16 06:01:04,649 - mmaction - INFO - Epoch [6][780/3842] lr: 3.511e-02, eta: 7:15:44, time: 1.444, data_time: 0.003, memory: 10738, loss_action_cls: 0.0562, recall@thr=0.5: 0.7252, prec@thr=0.5: 0.8049, recall@top3: 0.8160, prec@top3: 0.6793, recall@top5: 0.9341, prec@top5: 0.4780, loss: 0.0562, grad_norm: 0.2604 2021-04-16 06:01:32,223 - mmaction - INFO - Epoch [6][800/3842] lr: 3.505e-02, eta: 7:15:15, time: 1.379, data_time: 0.001, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7193, prec@thr=0.5: 0.7878, recall@top3: 0.8080, prec@top3: 0.6791, recall@top5: 0.9318, prec@top5: 0.4812, loss: 0.0579, grad_norm: 0.2452 2021-04-16 06:02:02,141 - mmaction - INFO - Epoch [6][820/3842] lr: 3.499e-02, eta: 7:14:48, time: 1.496, data_time: 0.087, memory: 10738, loss_action_cls: 0.0554, recall@thr=0.5: 0.7362, prec@thr=0.5: 0.7972, recall@top3: 0.8226, prec@top3: 0.6757, recall@top5: 0.9374, prec@top5: 0.4749, loss: 0.0554, grad_norm: 0.2565 2021-04-16 06:02:31,687 - mmaction - INFO - Epoch [6][840/3842] lr: 3.493e-02, eta: 7:14:21, time: 1.477, data_time: 0.022, memory: 10738, loss_action_cls: 0.0547, recall@thr=0.5: 0.7511, prec@thr=0.5: 0.8152, recall@top3: 0.8224, prec@top3: 0.6928, recall@top5: 0.9424, prec@top5: 0.4900, loss: 0.0547, grad_norm: 0.2297 2021-04-16 06:03:01,691 - mmaction - INFO - Epoch [6][860/3842] lr: 3.487e-02, eta: 7:13:54, time: 1.500, data_time: 0.001, memory: 10738, loss_action_cls: 0.0568, recall@thr=0.5: 0.7265, prec@thr=0.5: 0.7965, recall@top3: 0.8139, prec@top3: 0.6839, recall@top5: 0.9339, prec@top5: 0.4840, loss: 0.0568, grad_norm: 0.2512 2021-04-16 06:03:28,701 - mmaction - INFO - Epoch [6][880/3842] lr: 3.481e-02, eta: 7:13:24, time: 1.350, data_time: 0.001, memory: 10738, loss_action_cls: 0.0566, recall@thr=0.5: 0.7249, prec@thr=0.5: 0.7921, recall@top3: 0.8101, prec@top3: 0.6794, recall@top5: 0.9344, prec@top5: 0.4816, loss: 0.0566, grad_norm: 0.2364 2021-04-16 06:03:57,394 - mmaction - INFO - Epoch [6][900/3842] lr: 3.475e-02, eta: 7:12:56, time: 1.435, data_time: 0.001, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7276, prec@thr=0.5: 0.7949, recall@top3: 0.8149, prec@top3: 0.6866, recall@top5: 0.9333, prec@top5: 0.4855, loss: 0.0577, grad_norm: 0.2440 2021-04-16 06:04:27,146 - mmaction - INFO - Epoch [6][920/3842] lr: 3.468e-02, eta: 7:12:29, time: 1.488, data_time: 0.096, memory: 10738, loss_action_cls: 0.0571, recall@thr=0.5: 0.7241, prec@thr=0.5: 0.8019, recall@top3: 0.8151, prec@top3: 0.6839, recall@top5: 0.9314, prec@top5: 0.4815, loss: 0.0571, grad_norm: 0.2494 2021-04-16 06:04:56,173 - mmaction - INFO - Epoch [6][940/3842] lr: 3.462e-02, eta: 7:12:01, time: 1.450, data_time: 0.001, memory: 10738, loss_action_cls: 0.0576, recall@thr=0.5: 0.7333, prec@thr=0.5: 0.8082, recall@top3: 0.8116, prec@top3: 0.6889, recall@top5: 0.9329, prec@top5: 0.4865, loss: 0.0576, grad_norm: 0.2508 2021-04-16 06:05:25,160 - mmaction - INFO - Epoch [6][960/3842] lr: 3.456e-02, eta: 7:11:33, time: 1.448, data_time: 0.001, memory: 10738, loss_action_cls: 0.0580, recall@thr=0.5: 0.7156, prec@thr=0.5: 0.8007, recall@top3: 0.8081, prec@top3: 0.6744, recall@top5: 0.9288, prec@top5: 0.4766, loss: 0.0580, grad_norm: 0.2438 2021-04-16 06:05:53,256 - mmaction - INFO - Epoch [6][980/3842] lr: 3.450e-02, eta: 7:11:05, time: 1.406, data_time: 0.002, memory: 10738, loss_action_cls: 0.0571, recall@thr=0.5: 0.7181, prec@thr=0.5: 0.7981, recall@top3: 0.8151, prec@top3: 0.6851, recall@top5: 0.9387, prec@top5: 0.4851, loss: 0.0571, grad_norm: 0.2395 2021-04-16 06:06:21,831 - mmaction - INFO - Epoch [6][1000/3842] lr: 3.444e-02, eta: 7:10:37, time: 1.429, data_time: 0.001, memory: 10738, loss_action_cls: 0.0568, recall@thr=0.5: 0.7408, prec@thr=0.5: 0.7935, recall@top3: 0.8123, prec@top3: 0.6881, recall@top5: 0.9311, prec@top5: 0.4851, loss: 0.0568, grad_norm: 0.2452 2021-04-16 06:06:50,033 - mmaction - INFO - Epoch [6][1020/3842] lr: 3.438e-02, eta: 7:10:08, time: 1.411, data_time: 0.089, memory: 10738, loss_action_cls: 0.0569, recall@thr=0.5: 0.7156, prec@thr=0.5: 0.7961, recall@top3: 0.8148, prec@top3: 0.6797, recall@top5: 0.9362, prec@top5: 0.4818, loss: 0.0569, grad_norm: 0.2422 2021-04-16 06:07:17,748 - mmaction - INFO - Epoch [6][1040/3842] lr: 3.432e-02, eta: 7:09:39, time: 1.385, data_time: 0.114, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7309, prec@thr=0.5: 0.7944, recall@top3: 0.8026, prec@top3: 0.6803, recall@top5: 0.9334, prec@top5: 0.4867, loss: 0.0577, grad_norm: 0.2570 2021-04-16 06:07:47,784 - mmaction - INFO - Epoch [6][1060/3842] lr: 3.426e-02, eta: 7:09:12, time: 1.502, data_time: 0.314, memory: 10738, loss_action_cls: 0.0561, recall@thr=0.5: 0.7368, prec@thr=0.5: 0.8051, recall@top3: 0.8198, prec@top3: 0.6884, recall@top5: 0.9357, prec@top5: 0.4853, loss: 0.0561, grad_norm: 0.2432 2021-04-16 06:08:15,973 - mmaction - INFO - Epoch [6][1080/3842] lr: 3.420e-02, eta: 7:08:44, time: 1.408, data_time: 0.217, memory: 10738, loss_action_cls: 0.0547, recall@thr=0.5: 0.7403, prec@thr=0.5: 0.8043, recall@top3: 0.8152, prec@top3: 0.6858, recall@top5: 0.9366, prec@top5: 0.4840, loss: 0.0547, grad_norm: 0.2437 2021-04-16 06:08:44,303 - mmaction - INFO - Epoch [6][1100/3842] lr: 3.413e-02, eta: 7:08:15, time: 1.416, data_time: 0.002, memory: 10738, loss_action_cls: 0.0559, recall@thr=0.5: 0.7251, prec@thr=0.5: 0.8126, recall@top3: 0.8154, prec@top3: 0.6846, recall@top5: 0.9327, prec@top5: 0.4823, loss: 0.0559, grad_norm: 0.2439 2021-04-16 06:09:13,503 - mmaction - INFO - Epoch [6][1120/3842] lr: 3.407e-02, eta: 7:07:48, time: 1.462, data_time: 0.003, memory: 10738, loss_action_cls: 0.0595, recall@thr=0.5: 0.7093, prec@thr=0.5: 0.7838, recall@top3: 0.8055, prec@top3: 0.6643, recall@top5: 0.9221, prec@top5: 0.4681, loss: 0.0595, grad_norm: 0.2464 2021-04-16 06:09:41,704 - mmaction - INFO - Epoch [6][1140/3842] lr: 3.401e-02, eta: 7:07:19, time: 1.410, data_time: 0.036, memory: 10738, loss_action_cls: 0.0568, recall@thr=0.5: 0.7222, prec@thr=0.5: 0.8089, recall@top3: 0.8152, prec@top3: 0.6702, recall@top5: 0.9321, prec@top5: 0.4703, loss: 0.0568, grad_norm: 0.2390 2021-04-16 06:10:10,219 - mmaction - INFO - Epoch [6][1160/3842] lr: 3.395e-02, eta: 7:06:51, time: 1.426, data_time: 0.005, memory: 10738, loss_action_cls: 0.0558, recall@thr=0.5: 0.7219, prec@thr=0.5: 0.8038, recall@top3: 0.8235, prec@top3: 0.6801, recall@top5: 0.9348, prec@top5: 0.4745, loss: 0.0558, grad_norm: 0.2590 2021-04-16 06:10:36,573 - mmaction - INFO - Epoch [6][1180/3842] lr: 3.389e-02, eta: 7:06:21, time: 1.318, data_time: 0.001, memory: 10738, loss_action_cls: 0.0558, recall@thr=0.5: 0.7301, prec@thr=0.5: 0.8037, recall@top3: 0.8261, prec@top3: 0.6930, recall@top5: 0.9393, prec@top5: 0.4860, loss: 0.0558, grad_norm: 0.2544 2021-04-16 06:11:05,244 - mmaction - INFO - Epoch [6][1200/3842] lr: 3.383e-02, eta: 7:05:53, time: 1.433, data_time: 0.089, memory: 10738, loss_action_cls: 0.0536, recall@thr=0.5: 0.7343, prec@thr=0.5: 0.8115, recall@top3: 0.8248, prec@top3: 0.6796, recall@top5: 0.9414, prec@top5: 0.4772, loss: 0.0536, grad_norm: 0.2477 2021-04-16 06:11:35,362 - mmaction - INFO - Epoch [6][1220/3842] lr: 3.377e-02, eta: 7:05:26, time: 1.507, data_time: 0.312, memory: 10738, loss_action_cls: 0.0572, recall@thr=0.5: 0.7165, prec@thr=0.5: 0.7873, recall@top3: 0.8086, prec@top3: 0.6794, recall@top5: 0.9334, prec@top5: 0.4826, loss: 0.0572, grad_norm: 0.2515 2021-04-16 06:12:01,915 - mmaction - INFO - Epoch [6][1240/3842] lr: 3.371e-02, eta: 7:04:56, time: 1.328, data_time: 0.069, memory: 10738, loss_action_cls: 0.0577, recall@thr=0.5: 0.7262, prec@thr=0.5: 0.8007, recall@top3: 0.8114, prec@top3: 0.6761, recall@top5: 0.9287, prec@top5: 0.4774, loss: 0.0577, grad_norm: 0.2487 2021-04-16 06:12:31,398 - mmaction - INFO - Epoch [6][1260/3842] lr: 3.365e-02, eta: 7:04:28, time: 1.474, data_time: 0.001, memory: 10738, loss_action_cls: 0.0570, recall@thr=0.5: 0.7345, prec@thr=0.5: 0.7984, recall@top3: 0.8104, prec@top3: 0.6848, recall@top5: 0.9354, prec@top5: 0.4829, loss: 0.0570, grad_norm: 0.2482 2021-04-16 06:13:01,054 - mmaction - INFO - Epoch [6][1280/3842] lr: 3.359e-02, eta: 7:04:01, time: 1.483, data_time: 0.001, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7426, prec@thr=0.5: 0.8033, recall@top3: 0.8195, prec@top3: 0.6898, recall@top5: 0.9364, prec@top5: 0.4857, loss: 0.0555, grad_norm: 0.2340 2021-04-16 06:13:26,661 - mmaction - INFO - Epoch [6][1300/3842] lr: 3.352e-02, eta: 7:03:30, time: 1.281, data_time: 0.001, memory: 10738, loss_action_cls: 0.0542, recall@thr=0.5: 0.7339, prec@thr=0.5: 0.8144, recall@top3: 0.8208, prec@top3: 0.6835, recall@top5: 0.9363, prec@top5: 0.4779, loss: 0.0542, grad_norm: 0.2485 2021-04-16 06:13:56,581 - mmaction - INFO - Epoch [6][1320/3842] lr: 3.346e-02, eta: 7:03:03, time: 1.496, data_time: 0.019, memory: 10738, loss_action_cls: 0.0547, recall@thr=0.5: 0.7292, prec@thr=0.5: 0.8117, recall@top3: 0.8243, prec@top3: 0.6909, recall@top5: 0.9373, prec@top5: 0.4832, loss: 0.0547, grad_norm: 0.2368 2021-04-16 06:14:24,694 - mmaction - INFO - Epoch [6][1340/3842] lr: 3.340e-02, eta: 7:02:35, time: 1.406, data_time: 0.164, memory: 10738, loss_action_cls: 0.0556, recall@thr=0.5: 0.7430, prec@thr=0.5: 0.8114, recall@top3: 0.8170, prec@top3: 0.6971, recall@top5: 0.9335, prec@top5: 0.4896, loss: 0.0556, grad_norm: 0.2344 2021-04-16 06:14:54,002 - mmaction - INFO - Epoch [6][1360/3842] lr: 3.334e-02, eta: 7:02:07, time: 1.465, data_time: 0.225, memory: 10738, loss_action_cls: 0.0564, recall@thr=0.5: 0.7279, prec@thr=0.5: 0.7918, recall@top3: 0.8185, prec@top3: 0.6769, recall@top5: 0.9351, prec@top5: 0.4770, loss: 0.0564, grad_norm: 0.2568 2021-04-16 06:15:23,124 - mmaction - INFO - Epoch [6][1380/3842] lr: 3.328e-02, eta: 7:01:39, time: 1.456, data_time: 0.061, memory: 10738, loss_action_cls: 0.0574, recall@thr=0.5: 0.7125, prec@thr=0.5: 0.7902, recall@top3: 0.8052, prec@top3: 0.6725, recall@top5: 0.9325, prec@top5: 0.4784, loss: 0.0574, grad_norm: 0.2484 2021-04-16 06:15:51,454 - mmaction - INFO - Epoch [6][1400/3842] lr: 3.322e-02, eta: 7:01:11, time: 1.418, data_time: 0.002, memory: 10738, loss_action_cls: 0.0558, recall@thr=0.5: 0.7274, prec@thr=0.5: 0.8121, recall@top3: 0.8138, prec@top3: 0.6789, recall@top5: 0.9379, prec@top5: 0.4801, loss: 0.0558, grad_norm: 0.2402 2021-04-16 06:16:19,164 - mmaction - INFO - Epoch [6][1420/3842] lr: 3.316e-02, eta: 7:00:42, time: 1.386, data_time: 0.001, memory: 10738, loss_action_cls: 0.0564, recall@thr=0.5: 0.7262, prec@thr=0.5: 0.7948, recall@top3: 0.8140, prec@top3: 0.6781, recall@top5: 0.9370, prec@top5: 0.4819, loss: 0.0564, grad_norm: 0.2464 2021-04-16 06:16:49,068 - mmaction - INFO - Epoch [6][1440/3842] lr: 3.310e-02, eta: 7:00:15, time: 1.494, data_time: 0.001, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7360, prec@thr=0.5: 0.8000, recall@top3: 0.8228, prec@top3: 0.6857, recall@top5: 0.9388, prec@top5: 0.4796, loss: 0.0555, grad_norm: 0.2501 2021-04-16 06:17:16,961 - mmaction - INFO - Epoch [6][1460/3842] lr: 3.304e-02, eta: 6:59:46, time: 1.395, data_time: 0.001, memory: 10738, loss_action_cls: 0.0553, recall@thr=0.5: 0.7377, prec@thr=0.5: 0.8196, recall@top3: 0.8236, prec@top3: 0.6904, recall@top5: 0.9368, prec@top5: 0.4829, loss: 0.0553, grad_norm: 0.2427 2021-04-16 06:17:44,699 - mmaction - INFO - Epoch [6][1480/3842] lr: 3.298e-02, eta: 6:59:17, time: 1.386, data_time: 0.053, memory: 10738, loss_action_cls: 0.0569, recall@thr=0.5: 0.7194, prec@thr=0.5: 0.8008, recall@top3: 0.8088, prec@top3: 0.6776, recall@top5: 0.9319, prec@top5: 0.4819, loss: 0.0569, grad_norm: 0.2433 2021-04-16 06:18:12,866 - mmaction - INFO - Epoch [6][1500/3842] lr: 3.292e-02, eta: 6:58:49, time: 1.408, data_time: 0.001, memory: 10738, loss_action_cls: 0.0553, recall@thr=0.5: 0.7522, prec@thr=0.5: 0.8066, recall@top3: 0.8234, prec@top3: 0.6943, recall@top5: 0.9381, prec@top5: 0.4877, loss: 0.0553, grad_norm: 0.2395 2021-04-16 06:18:41,359 - mmaction - INFO - Epoch [6][1520/3842] lr: 3.285e-02, eta: 6:58:20, time: 1.425, data_time: 0.033, memory: 10738, loss_action_cls: 0.0573, recall@thr=0.5: 0.7247, prec@thr=0.5: 0.8082, recall@top3: 0.8100, prec@top3: 0.6775, recall@top5: 0.9306, prec@top5: 0.4803, loss: 0.0573, grad_norm: 0.2470 2021-04-16 06:19:09,263 - mmaction - INFO - Epoch [6][1540/3842] lr: 3.279e-02, eta: 6:57:52, time: 1.395, data_time: 0.001, memory: 10738, loss_action_cls: 0.0566, recall@thr=0.5: 0.7203, prec@thr=0.5: 0.8019, recall@top3: 0.8185, prec@top3: 0.6830, recall@top5: 0.9364, prec@top5: 0.4819, loss: 0.0566, grad_norm: 0.2491 2021-04-16 06:19:39,480 - mmaction - INFO - Epoch [6][1560/3842] lr: 3.273e-02, eta: 6:57:25, time: 1.511, data_time: 0.015, memory: 10738, loss_action_cls: 0.0592, recall@thr=0.5: 0.7019, prec@thr=0.5: 0.7821, recall@top3: 0.7984, prec@top3: 0.6672, recall@top5: 0.9296, prec@top5: 0.4769, loss: 0.0592, grad_norm: 0.2606 2021-04-16 06:20:08,018 - mmaction - INFO - Epoch [6][1580/3842] lr: 3.267e-02, eta: 6:56:56, time: 1.427, data_time: 0.002, memory: 10738, loss_action_cls: 0.0576, recall@thr=0.5: 0.7224, prec@thr=0.5: 0.7957, recall@top3: 0.8044, prec@top3: 0.6774, recall@top5: 0.9298, prec@top5: 0.4796, loss: 0.0576, grad_norm: 0.2369 2021-04-16 06:20:39,281 - mmaction - INFO - Epoch [6][1600/3842] lr: 3.261e-02, eta: 6:56:31, time: 1.564, data_time: 0.002, memory: 10738, loss_action_cls: 0.0568, recall@thr=0.5: 0.7360, prec@thr=0.5: 0.8049, recall@top3: 0.8180, prec@top3: 0.6921, recall@top5: 0.9339, prec@top5: 0.4849, loss: 0.0568, grad_norm: 0.2535 2021-04-16 06:21:06,747 - mmaction - INFO - Epoch [6][1620/3842] lr: 3.255e-02, eta: 6:56:01, time: 1.373, data_time: 0.055, memory: 10738, loss_action_cls: 0.0536, recall@thr=0.5: 0.7443, prec@thr=0.5: 0.8127, recall@top3: 0.8260, prec@top3: 0.7048, recall@top5: 0.9444, prec@top5: 0.4959, loss: 0.0536, grad_norm: 0.2337 2021-04-16 06:21:35,999 - mmaction - INFO - Epoch [6][1640/3842] lr: 3.249e-02, eta: 6:55:34, time: 1.463, data_time: 0.111, memory: 10738, loss_action_cls: 0.0561, recall@thr=0.5: 0.7334, prec@thr=0.5: 0.8059, recall@top3: 0.8167, prec@top3: 0.6748, recall@top5: 0.9344, prec@top5: 0.4743, loss: 0.0561, grad_norm: 0.2593 2021-04-16 06:22:04,366 - mmaction - INFO - Epoch [6][1660/3842] lr: 3.243e-02, eta: 6:55:05, time: 1.417, data_time: 0.001, memory: 10738, loss_action_cls: 0.0565, recall@thr=0.5: 0.7250, prec@thr=0.5: 0.8063, recall@top3: 0.8165, prec@top3: 0.6793, recall@top5: 0.9366, prec@top5: 0.4798, loss: 0.0565, grad_norm: 0.2538 2021-04-16 06:22:33,719 - mmaction - INFO - Epoch [6][1680/3842] lr: 3.237e-02, eta: 6:54:38, time: 1.467, data_time: 0.001, memory: 10738, loss_action_cls: 0.0574, recall@thr=0.5: 0.7107, prec@thr=0.5: 0.7949, recall@top3: 0.8165, prec@top3: 0.6749, recall@top5: 0.9361, prec@top5: 0.4748, loss: 0.0574, grad_norm: 0.2591 2021-04-16 06:23:01,610 - mmaction - INFO - Epoch [6][1700/3842] lr: 3.231e-02, eta: 6:54:09, time: 1.397, data_time: 0.003, memory: 10738, loss_action_cls: 0.0535, recall@thr=0.5: 0.7411, prec@thr=0.5: 0.7982, recall@top3: 0.8178, prec@top3: 0.6880, recall@top5: 0.9371, prec@top5: 0.4845, loss: 0.0535, grad_norm: 0.2453 2021-04-16 06:23:29,097 - mmaction - INFO - Epoch [6][1720/3842] lr: 3.225e-02, eta: 6:53:40, time: 1.374, data_time: 0.001, memory: 10738, loss_action_cls: 0.0545, recall@thr=0.5: 0.7227, prec@thr=0.5: 0.7903, recall@top3: 0.8060, prec@top3: 0.6757, recall@top5: 0.9362, prec@top5: 0.4833, loss: 0.0545, grad_norm: 0.2623 2021-04-16 06:23:59,079 - mmaction - INFO - Epoch [6][1740/3842] lr: 3.219e-02, eta: 6:53:13, time: 1.500, data_time: 0.044, memory: 10738, loss_action_cls: 0.0556, recall@thr=0.5: 0.7223, prec@thr=0.5: 0.8023, recall@top3: 0.8180, prec@top3: 0.6926, recall@top5: 0.9392, prec@top5: 0.4900, loss: 0.0556, grad_norm: 0.2512 2021-04-16 06:24:27,314 - mmaction - INFO - Epoch [6][1760/3842] lr: 3.212e-02, eta: 6:52:44, time: 1.411, data_time: 0.054, memory: 10738, loss_action_cls: 0.0561, recall@thr=0.5: 0.7333, prec@thr=0.5: 0.7994, recall@top3: 0.8134, prec@top3: 0.6869, recall@top5: 0.9385, prec@top5: 0.4892, loss: 0.0561, grad_norm: 0.2327 2021-04-16 06:24:56,462 - mmaction - INFO - Epoch [6][1780/3842] lr: 3.206e-02, eta: 6:52:17, time: 1.458, data_time: 0.076, memory: 10738, loss_action_cls: 0.0565, recall@thr=0.5: 0.7357, prec@thr=0.5: 0.7973, recall@top3: 0.8196, prec@top3: 0.6900, recall@top5: 0.9410, prec@top5: 0.4865, loss: 0.0565, grad_norm: 0.2526 2021-04-16 06:25:24,234 - mmaction - INFO - Epoch [6][1800/3842] lr: 3.200e-02, eta: 6:51:48, time: 1.388, data_time: 0.001, memory: 10738, loss_action_cls: 0.0522, recall@thr=0.5: 0.7461, prec@thr=0.5: 0.8138, recall@top3: 0.8307, prec@top3: 0.6910, recall@top5: 0.9435, prec@top5: 0.4833, loss: 0.0522, grad_norm: 0.2348 2021-04-16 06:25:53,051 - mmaction - INFO - Epoch [6][1820/3842] lr: 3.194e-02, eta: 6:51:20, time: 1.442, data_time: 0.002, memory: 10738, loss_action_cls: 0.0580, recall@thr=0.5: 0.7150, prec@thr=0.5: 0.7883, recall@top3: 0.8041, prec@top3: 0.6780, recall@top5: 0.9391, prec@top5: 0.4873, loss: 0.0580, grad_norm: 0.2638 2021-04-16 06:26:21,117 - mmaction - INFO - Epoch [6][1840/3842] lr: 3.188e-02, eta: 6:50:51, time: 1.403, data_time: 0.001, memory: 10738, loss_action_cls: 0.0583, recall@thr=0.5: 0.7109, prec@thr=0.5: 0.7922, recall@top3: 0.8132, prec@top3: 0.6775, recall@top5: 0.9345, prec@top5: 0.4784, loss: 0.0583, grad_norm: 0.2437 2021-04-16 06:26:49,265 - mmaction - INFO - Epoch [6][1860/3842] lr: 3.182e-02, eta: 6:50:22, time: 1.408, data_time: 0.001, memory: 10738, loss_action_cls: 0.0546, recall@thr=0.5: 0.7282, prec@thr=0.5: 0.8015, recall@top3: 0.8182, prec@top3: 0.6821, recall@top5: 0.9378, prec@top5: 0.4791, loss: 0.0546, grad_norm: 0.2441 2021-04-16 06:27:17,967 - mmaction - INFO - Epoch [6][1880/3842] lr: 3.176e-02, eta: 6:49:54, time: 1.435, data_time: 0.018, memory: 10738, loss_action_cls: 0.0548, recall@thr=0.5: 0.7326, prec@thr=0.5: 0.8040, recall@top3: 0.8248, prec@top3: 0.6855, recall@top5: 0.9415, prec@top5: 0.4813, loss: 0.0548, grad_norm: 0.2454 2021-04-16 06:27:45,168 - mmaction - INFO - Epoch [6][1900/3842] lr: 3.170e-02, eta: 6:49:25, time: 1.360, data_time: 0.010, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7415, prec@thr=0.5: 0.8051, recall@top3: 0.8279, prec@top3: 0.6926, recall@top5: 0.9415, prec@top5: 0.4865, loss: 0.0538, grad_norm: 0.2438 2021-04-16 06:28:11,503 - mmaction - INFO - Epoch [6][1920/3842] lr: 3.164e-02, eta: 6:48:55, time: 1.316, data_time: 0.006, memory: 10738, loss_action_cls: 0.0534, recall@thr=0.5: 0.7468, prec@thr=0.5: 0.8076, recall@top3: 0.8278, prec@top3: 0.6782, recall@top5: 0.9455, prec@top5: 0.4780, loss: 0.0534, grad_norm: 0.2368 2021-04-16 06:28:39,981 - mmaction - INFO - Epoch [6][1940/3842] lr: 3.158e-02, eta: 6:48:27, time: 1.424, data_time: 0.002, memory: 10738, loss_action_cls: 0.0554, recall@thr=0.5: 0.7352, prec@thr=0.5: 0.8068, recall@top3: 0.8223, prec@top3: 0.6875, recall@top5: 0.9387, prec@top5: 0.4834, loss: 0.0554, grad_norm: 0.2555 2021-04-16 06:29:08,023 - mmaction - INFO - Epoch [6][1960/3842] lr: 3.152e-02, eta: 6:47:58, time: 1.403, data_time: 0.001, memory: 10738, loss_action_cls: 0.0566, recall@thr=0.5: 0.7209, prec@thr=0.5: 0.7900, recall@top3: 0.8171, prec@top3: 0.6733, recall@top5: 0.9334, prec@top5: 0.4721, loss: 0.0566, grad_norm: 0.2553 2021-04-16 06:29:36,903 - mmaction - INFO - Epoch [6][1980/3842] lr: 3.146e-02, eta: 6:47:30, time: 1.443, data_time: 0.001, memory: 10738, loss_action_cls: 0.0568, recall@thr=0.5: 0.7219, prec@thr=0.5: 0.7929, recall@top3: 0.8154, prec@top3: 0.6798, recall@top5: 0.9343, prec@top5: 0.4811, loss: 0.0568, grad_norm: 0.2500 2021-04-16 06:30:06,039 - mmaction - INFO - Epoch [6][2000/3842] lr: 3.140e-02, eta: 6:47:02, time: 1.457, data_time: 0.001, memory: 10738, loss_action_cls: 0.0578, recall@thr=0.5: 0.7301, prec@thr=0.5: 0.8027, recall@top3: 0.8082, prec@top3: 0.6867, recall@top5: 0.9360, prec@top5: 0.4905, loss: 0.0578, grad_norm: 0.2511 2021-04-16 06:30:34,489 - mmaction - INFO - Epoch [6][2020/3842] lr: 3.134e-02, eta: 6:46:34, time: 1.423, data_time: 0.001, memory: 10738, loss_action_cls: 0.0560, recall@thr=0.5: 0.7207, prec@thr=0.5: 0.7936, recall@top3: 0.8132, prec@top3: 0.6799, recall@top5: 0.9326, prec@top5: 0.4793, loss: 0.0560, grad_norm: 0.2444 2021-04-16 06:31:02,632 - mmaction - INFO - Epoch [6][2040/3842] lr: 3.128e-02, eta: 6:46:05, time: 1.406, data_time: 0.036, memory: 10738, loss_action_cls: 0.0565, recall@thr=0.5: 0.7277, prec@thr=0.5: 0.7928, recall@top3: 0.8098, prec@top3: 0.6780, recall@top5: 0.9335, prec@top5: 0.4807, loss: 0.0565, grad_norm: 0.2556 2021-04-16 06:31:32,757 - mmaction - INFO - Epoch [6][2060/3842] lr: 3.122e-02, eta: 6:45:38, time: 1.506, data_time: 0.080, memory: 10738, loss_action_cls: 0.0546, recall@thr=0.5: 0.7233, prec@thr=0.5: 0.8109, recall@top3: 0.8147, prec@top3: 0.6684, recall@top5: 0.9361, prec@top5: 0.4727, loss: 0.0546, grad_norm: 0.2501 2021-04-16 06:32:01,161 - mmaction - INFO - Epoch [6][2080/3842] lr: 3.116e-02, eta: 6:45:10, time: 1.421, data_time: 0.001, memory: 10738, loss_action_cls: 0.0575, recall@thr=0.5: 0.7203, prec@thr=0.5: 0.7887, recall@top3: 0.8028, prec@top3: 0.6754, recall@top5: 0.9253, prec@top5: 0.4779, loss: 0.0575, grad_norm: 0.2521 2021-04-16 06:32:28,797 - mmaction - INFO - Epoch [6][2100/3842] lr: 3.110e-02, eta: 6:44:41, time: 1.382, data_time: 0.004, memory: 10738, loss_action_cls: 0.0569, recall@thr=0.5: 0.7250, prec@thr=0.5: 0.8070, recall@top3: 0.8149, prec@top3: 0.6921, recall@top5: 0.9374, prec@top5: 0.4889, loss: 0.0569, grad_norm: 0.2575 2021-04-16 06:32:57,627 - mmaction - INFO - Epoch [6][2120/3842] lr: 3.103e-02, eta: 6:44:13, time: 1.441, data_time: 0.007, memory: 10738, loss_action_cls: 0.0560, recall@thr=0.5: 0.7292, prec@thr=0.5: 0.8004, recall@top3: 0.8158, prec@top3: 0.6786, recall@top5: 0.9365, prec@top5: 0.4810, loss: 0.0560, grad_norm: 0.2598 2021-04-16 06:33:25,501 - mmaction - INFO - Epoch [6][2140/3842] lr: 3.097e-02, eta: 6:43:44, time: 1.394, data_time: 0.001, memory: 10738, loss_action_cls: 0.0558, recall@thr=0.5: 0.7350, prec@thr=0.5: 0.8007, recall@top3: 0.8201, prec@top3: 0.6915, recall@top5: 0.9362, prec@top5: 0.4870, loss: 0.0558, grad_norm: 0.2418 2021-04-16 06:33:55,914 - mmaction - INFO - Epoch [6][2160/3842] lr: 3.091e-02, eta: 6:43:17, time: 1.520, data_time: 0.001, memory: 10738, loss_action_cls: 0.0580, recall@thr=0.5: 0.7107, prec@thr=0.5: 0.7886, recall@top3: 0.8074, prec@top3: 0.6792, recall@top5: 0.9240, prec@top5: 0.4783, loss: 0.0580, grad_norm: 0.2527 2021-04-16 06:34:24,550 - mmaction - INFO - Epoch [6][2180/3842] lr: 3.085e-02, eta: 6:42:49, time: 1.432, data_time: 0.031, memory: 10738, loss_action_cls: 0.0557, recall@thr=0.5: 0.7270, prec@thr=0.5: 0.7897, recall@top3: 0.8194, prec@top3: 0.6828, recall@top5: 0.9390, prec@top5: 0.4821, loss: 0.0557, grad_norm: 0.2521 2021-04-16 06:34:52,099 - mmaction - INFO - Epoch [6][2200/3842] lr: 3.079e-02, eta: 6:42:20, time: 1.376, data_time: 0.001, memory: 10738, loss_action_cls: 0.0572, recall@thr=0.5: 0.7212, prec@thr=0.5: 0.7858, recall@top3: 0.8088, prec@top3: 0.6747, recall@top5: 0.9277, prec@top5: 0.4744, loss: 0.0572, grad_norm: 0.2527 2021-04-16 06:35:20,807 - mmaction - INFO - Epoch [6][2220/3842] lr: 3.073e-02, eta: 6:41:52, time: 1.437, data_time: 0.003, memory: 10738, loss_action_cls: 0.0563, recall@thr=0.5: 0.7300, prec@thr=0.5: 0.8026, recall@top3: 0.8080, prec@top3: 0.6913, recall@top5: 0.9317, prec@top5: 0.4917, loss: 0.0563, grad_norm: 0.2536 2021-04-16 06:35:49,207 - mmaction - INFO - Epoch [6][2240/3842] lr: 3.067e-02, eta: 6:41:24, time: 1.419, data_time: 0.001, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7403, prec@thr=0.5: 0.8057, recall@top3: 0.8264, prec@top3: 0.6880, recall@top5: 0.9387, prec@top5: 0.4802, loss: 0.0543, grad_norm: 0.2447 2021-04-16 06:36:21,610 - mmaction - INFO - Epoch [6][2260/3842] lr: 3.061e-02, eta: 6:40:58, time: 1.621, data_time: 0.118, memory: 10738, loss_action_cls: 0.0568, recall@thr=0.5: 0.7188, prec@thr=0.5: 0.7961, recall@top3: 0.8164, prec@top3: 0.6779, recall@top5: 0.9304, prec@top5: 0.4761, loss: 0.0568, grad_norm: 0.2435 2021-04-16 06:36:47,503 - mmaction - INFO - Epoch [6][2280/3842] lr: 3.055e-02, eta: 6:40:28, time: 1.293, data_time: 0.001, memory: 10738, loss_action_cls: 0.0550, recall@thr=0.5: 0.7375, prec@thr=0.5: 0.8118, recall@top3: 0.8207, prec@top3: 0.6935, recall@top5: 0.9421, prec@top5: 0.4898, loss: 0.0550, grad_norm: 0.2460 2021-04-16 06:37:16,358 - mmaction - INFO - Epoch [6][2300/3842] lr: 3.049e-02, eta: 6:40:00, time: 1.444, data_time: 0.073, memory: 10738, loss_action_cls: 0.0575, recall@thr=0.5: 0.7248, prec@thr=0.5: 0.7915, recall@top3: 0.8035, prec@top3: 0.6855, recall@top5: 0.9323, prec@top5: 0.4883, loss: 0.0575, grad_norm: 0.2590 2021-04-16 06:37:44,246 - mmaction - INFO - Epoch [6][2320/3842] lr: 3.043e-02, eta: 6:39:31, time: 1.392, data_time: 0.066, memory: 10738, loss_action_cls: 0.0557, recall@thr=0.5: 0.7275, prec@thr=0.5: 0.8013, recall@top3: 0.8146, prec@top3: 0.6757, recall@top5: 0.9358, prec@top5: 0.4807, loss: 0.0557, grad_norm: 0.2427 2021-04-16 06:38:13,156 - mmaction - INFO - Epoch [6][2340/3842] lr: 3.037e-02, eta: 6:39:03, time: 1.447, data_time: 0.003, memory: 10738, loss_action_cls: 0.0558, recall@thr=0.5: 0.7223, prec@thr=0.5: 0.8048, recall@top3: 0.8210, prec@top3: 0.6809, recall@top5: 0.9391, prec@top5: 0.4808, loss: 0.0558, grad_norm: 0.2572 2021-04-16 06:38:41,728 - mmaction - INFO - Epoch [6][2360/3842] lr: 3.031e-02, eta: 6:38:35, time: 1.428, data_time: 0.002, memory: 10738, loss_action_cls: 0.0563, recall@thr=0.5: 0.7437, prec@thr=0.5: 0.8037, recall@top3: 0.8166, prec@top3: 0.6808, recall@top5: 0.9373, prec@top5: 0.4831, loss: 0.0563, grad_norm: 0.2661 2021-04-16 06:39:12,659 - mmaction - INFO - Epoch [6][2380/3842] lr: 3.025e-02, eta: 6:38:09, time: 1.548, data_time: 0.018, memory: 10738, loss_action_cls: 0.0550, recall@thr=0.5: 0.7291, prec@thr=0.5: 0.7965, recall@top3: 0.8218, prec@top3: 0.6932, recall@top5: 0.9361, prec@top5: 0.4843, loss: 0.0550, grad_norm: 0.2520 2021-04-16 06:39:40,353 - mmaction - INFO - Epoch [6][2400/3842] lr: 3.019e-02, eta: 6:37:40, time: 1.385, data_time: 0.051, memory: 10738, loss_action_cls: 0.0556, recall@thr=0.5: 0.7305, prec@thr=0.5: 0.8080, recall@top3: 0.8175, prec@top3: 0.6818, recall@top5: 0.9357, prec@top5: 0.4811, loss: 0.0556, grad_norm: 0.2481 2021-04-16 06:40:07,305 - mmaction - INFO - Epoch [6][2420/3842] lr: 3.013e-02, eta: 6:37:10, time: 1.348, data_time: 0.081, memory: 10738, loss_action_cls: 0.0562, recall@thr=0.5: 0.7238, prec@thr=0.5: 0.8088, recall@top3: 0.8174, prec@top3: 0.6941, recall@top5: 0.9374, prec@top5: 0.4892, loss: 0.0562, grad_norm: 0.2443 2021-04-16 06:40:35,195 - mmaction - INFO - Epoch [6][2440/3842] lr: 3.007e-02, eta: 6:36:41, time: 1.394, data_time: 0.111, memory: 10738, loss_action_cls: 0.0575, recall@thr=0.5: 0.7215, prec@thr=0.5: 0.7894, recall@top3: 0.8097, prec@top3: 0.6752, recall@top5: 0.9279, prec@top5: 0.4769, loss: 0.0575, grad_norm: 0.2524 2021-04-16 06:41:05,523 - mmaction - INFO - Epoch [6][2460/3842] lr: 3.001e-02, eta: 6:36:15, time: 1.516, data_time: 0.206, memory: 10738, loss_action_cls: 0.0556, recall@thr=0.5: 0.7390, prec@thr=0.5: 0.8095, recall@top3: 0.8177, prec@top3: 0.6974, recall@top5: 0.9405, prec@top5: 0.4933, loss: 0.0556, grad_norm: 0.2500 2021-04-16 06:41:33,992 - mmaction - INFO - Epoch [6][2480/3842] lr: 2.995e-02, eta: 6:35:46, time: 1.424, data_time: 0.001, memory: 10738, loss_action_cls: 0.0570, recall@thr=0.5: 0.7266, prec@thr=0.5: 0.7998, recall@top3: 0.8172, prec@top3: 0.6773, recall@top5: 0.9388, prec@top5: 0.4781, loss: 0.0570, grad_norm: 0.2590 2021-04-16 06:42:02,035 - mmaction - INFO - Epoch [6][2500/3842] lr: 2.989e-02, eta: 6:35:18, time: 1.401, data_time: 0.001, memory: 10738, loss_action_cls: 0.0579, recall@thr=0.5: 0.7201, prec@thr=0.5: 0.7896, recall@top3: 0.8085, prec@top3: 0.6813, recall@top5: 0.9339, prec@top5: 0.4855, loss: 0.0579, grad_norm: 0.2459 2021-04-16 06:42:29,714 - mmaction - INFO - Epoch [6][2520/3842] lr: 2.983e-02, eta: 6:34:49, time: 1.385, data_time: 0.001, memory: 10738, loss_action_cls: 0.0559, recall@thr=0.5: 0.7315, prec@thr=0.5: 0.8006, recall@top3: 0.8163, prec@top3: 0.6961, recall@top5: 0.9358, prec@top5: 0.4896, loss: 0.0559, grad_norm: 0.2523 2021-04-16 06:42:56,911 - mmaction - INFO - Epoch [6][2540/3842] lr: 2.977e-02, eta: 6:34:19, time: 1.360, data_time: 0.001, memory: 10738, loss_action_cls: 0.0531, recall@thr=0.5: 0.7441, prec@thr=0.5: 0.8211, recall@top3: 0.8329, prec@top3: 0.6916, recall@top5: 0.9434, prec@top5: 0.4820, loss: 0.0531, grad_norm: 0.2495 2021-04-16 06:43:24,848 - mmaction - INFO - Epoch [6][2560/3842] lr: 2.971e-02, eta: 6:33:51, time: 1.397, data_time: 0.001, memory: 10738, loss_action_cls: 0.0561, recall@thr=0.5: 0.7224, prec@thr=0.5: 0.8035, recall@top3: 0.8209, prec@top3: 0.6699, recall@top5: 0.9335, prec@top5: 0.4694, loss: 0.0561, grad_norm: 0.2494 2021-04-16 06:43:52,917 - mmaction - INFO - Epoch [6][2580/3842] lr: 2.965e-02, eta: 6:33:22, time: 1.403, data_time: 0.001, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7449, prec@thr=0.5: 0.8080, recall@top3: 0.8291, prec@top3: 0.6946, recall@top5: 0.9360, prec@top5: 0.4808, loss: 0.0543, grad_norm: 0.2430 2021-04-16 06:44:21,121 - mmaction - INFO - Epoch [6][2600/3842] lr: 2.959e-02, eta: 6:32:53, time: 1.411, data_time: 0.006, memory: 10738, loss_action_cls: 0.0544, recall@thr=0.5: 0.7291, prec@thr=0.5: 0.8035, recall@top3: 0.8294, prec@top3: 0.6818, recall@top5: 0.9420, prec@top5: 0.4778, loss: 0.0544, grad_norm: 0.2493 2021-04-16 06:44:49,622 - mmaction - INFO - Epoch [6][2620/3842] lr: 2.953e-02, eta: 6:32:25, time: 1.425, data_time: 0.239, memory: 10738, loss_action_cls: 0.0569, recall@thr=0.5: 0.7300, prec@thr=0.5: 0.8019, recall@top3: 0.8125, prec@top3: 0.6836, recall@top5: 0.9329, prec@top5: 0.4848, loss: 0.0569, grad_norm: 0.2498 2021-04-16 06:45:17,989 - mmaction - INFO - Epoch [6][2640/3842] lr: 2.947e-02, eta: 6:31:57, time: 1.418, data_time: 0.151, memory: 10738, loss_action_cls: 0.0557, recall@thr=0.5: 0.7460, prec@thr=0.5: 0.8074, recall@top3: 0.8206, prec@top3: 0.6929, recall@top5: 0.9359, prec@top5: 0.4865, loss: 0.0557, grad_norm: 0.2444 2021-04-16 06:45:47,305 - mmaction - INFO - Epoch [6][2660/3842] lr: 2.941e-02, eta: 6:31:29, time: 1.466, data_time: 0.001, memory: 10738, loss_action_cls: 0.0560, recall@thr=0.5: 0.7362, prec@thr=0.5: 0.8061, recall@top3: 0.8162, prec@top3: 0.6840, recall@top5: 0.9336, prec@top5: 0.4830, loss: 0.0560, grad_norm: 0.2495 2021-04-16 06:46:16,409 - mmaction - INFO - Epoch [6][2680/3842] lr: 2.935e-02, eta: 6:31:01, time: 1.455, data_time: 0.001, memory: 10738, loss_action_cls: 0.0552, recall@thr=0.5: 0.7308, prec@thr=0.5: 0.8034, recall@top3: 0.8186, prec@top3: 0.6842, recall@top5: 0.9406, prec@top5: 0.4843, loss: 0.0552, grad_norm: 0.2619 2021-04-16 06:46:44,855 - mmaction - INFO - Epoch [6][2700/3842] lr: 2.929e-02, eta: 6:30:33, time: 1.423, data_time: 0.009, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7376, prec@thr=0.5: 0.8006, recall@top3: 0.8233, prec@top3: 0.6794, recall@top5: 0.9392, prec@top5: 0.4771, loss: 0.0543, grad_norm: 0.2512 2021-04-16 06:47:15,483 - mmaction - INFO - Epoch [6][2720/3842] lr: 2.923e-02, eta: 6:30:06, time: 1.530, data_time: 0.035, memory: 10738, loss_action_cls: 0.0540, recall@thr=0.5: 0.7459, prec@thr=0.5: 0.8058, recall@top3: 0.8278, prec@top3: 0.6823, recall@top5: 0.9372, prec@top5: 0.4741, loss: 0.0540, grad_norm: 0.2395 2021-04-16 06:47:44,307 - mmaction - INFO - Epoch [6][2740/3842] lr: 2.917e-02, eta: 6:29:38, time: 1.442, data_time: 0.122, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7316, prec@thr=0.5: 0.8082, recall@top3: 0.8157, prec@top3: 0.6882, recall@top5: 0.9422, prec@top5: 0.4881, loss: 0.0543, grad_norm: 0.2554 2021-04-16 06:48:11,386 - mmaction - INFO - Epoch [6][2760/3842] lr: 2.911e-02, eta: 6:29:09, time: 1.354, data_time: 0.040, memory: 10738, loss_action_cls: 0.0544, recall@thr=0.5: 0.7391, prec@thr=0.5: 0.8067, recall@top3: 0.8245, prec@top3: 0.6791, recall@top5: 0.9397, prec@top5: 0.4760, loss: 0.0544, grad_norm: 0.2557 2021-04-16 06:48:38,109 - mmaction - INFO - Epoch [6][2780/3842] lr: 2.905e-02, eta: 6:28:39, time: 1.336, data_time: 0.001, memory: 10738, loss_action_cls: 0.0565, recall@thr=0.5: 0.7378, prec@thr=0.5: 0.8054, recall@top3: 0.8204, prec@top3: 0.6806, recall@top5: 0.9392, prec@top5: 0.4814, loss: 0.0565, grad_norm: 0.2429 2021-04-16 06:49:05,329 - mmaction - INFO - Epoch [6][2800/3842] lr: 2.899e-02, eta: 6:28:10, time: 1.361, data_time: 0.010, memory: 10738, loss_action_cls: 0.0542, recall@thr=0.5: 0.7352, prec@thr=0.5: 0.8041, recall@top3: 0.8211, prec@top3: 0.6795, recall@top5: 0.9382, prec@top5: 0.4773, loss: 0.0542, grad_norm: 0.2508 2021-04-16 06:49:32,960 - mmaction - INFO - Epoch [6][2820/3842] lr: 2.893e-02, eta: 6:27:41, time: 1.381, data_time: 0.162, memory: 10738, loss_action_cls: 0.0535, recall@thr=0.5: 0.7496, prec@thr=0.5: 0.8190, recall@top3: 0.8237, prec@top3: 0.6905, recall@top5: 0.9331, prec@top5: 0.4810, loss: 0.0535, grad_norm: 0.2467 2021-04-16 06:50:01,824 - mmaction - INFO - Epoch [6][2840/3842] lr: 2.887e-02, eta: 6:27:13, time: 1.443, data_time: 0.120, memory: 10738, loss_action_cls: 0.0559, recall@thr=0.5: 0.7294, prec@thr=0.5: 0.8104, recall@top3: 0.8130, prec@top3: 0.6935, recall@top5: 0.9334, prec@top5: 0.4909, loss: 0.0559, grad_norm: 0.2468 2021-04-16 06:50:29,715 - mmaction - INFO - Epoch [6][2860/3842] lr: 2.881e-02, eta: 6:26:44, time: 1.394, data_time: 0.045, memory: 10738, loss_action_cls: 0.0523, recall@thr=0.5: 0.7471, prec@thr=0.5: 0.8270, recall@top3: 0.8304, prec@top3: 0.6960, recall@top5: 0.9429, prec@top5: 0.4868, loss: 0.0523, grad_norm: 0.2367 2021-04-16 06:50:57,956 - mmaction - INFO - Epoch [6][2880/3842] lr: 2.875e-02, eta: 6:26:16, time: 1.412, data_time: 0.001, memory: 10738, loss_action_cls: 0.0549, recall@thr=0.5: 0.7446, prec@thr=0.5: 0.8049, recall@top3: 0.8221, prec@top3: 0.6939, recall@top5: 0.9387, prec@top5: 0.4868, loss: 0.0549, grad_norm: 0.2568 2021-04-16 06:51:24,558 - mmaction - INFO - Epoch [6][2900/3842] lr: 2.869e-02, eta: 6:25:46, time: 1.328, data_time: 0.030, memory: 10738, loss_action_cls: 0.0540, recall@thr=0.5: 0.7453, prec@thr=0.5: 0.8140, recall@top3: 0.8332, prec@top3: 0.6956, recall@top5: 0.9427, prec@top5: 0.4835, loss: 0.0540, grad_norm: 0.2408 2021-04-16 06:51:51,950 - mmaction - INFO - Epoch [6][2920/3842] lr: 2.863e-02, eta: 6:25:17, time: 1.371, data_time: 0.093, memory: 10738, loss_action_cls: 0.0544, recall@thr=0.5: 0.7280, prec@thr=0.5: 0.8037, recall@top3: 0.8195, prec@top3: 0.6739, recall@top5: 0.9367, prec@top5: 0.4761, loss: 0.0544, grad_norm: 0.2506 2021-04-16 06:52:18,632 - mmaction - INFO - Epoch [6][2940/3842] lr: 2.857e-02, eta: 6:24:47, time: 1.332, data_time: 0.029, memory: 10738, loss_action_cls: 0.0540, recall@thr=0.5: 0.7473, prec@thr=0.5: 0.8141, recall@top3: 0.8287, prec@top3: 0.6938, recall@top5: 0.9366, prec@top5: 0.4850, loss: 0.0540, grad_norm: 0.2518 2021-04-16 06:52:46,462 - mmaction - INFO - Epoch [6][2960/3842] lr: 2.851e-02, eta: 6:24:18, time: 1.393, data_time: 0.076, memory: 10738, loss_action_cls: 0.0558, recall@thr=0.5: 0.7356, prec@thr=0.5: 0.8105, recall@top3: 0.8221, prec@top3: 0.6925, recall@top5: 0.9314, prec@top5: 0.4832, loss: 0.0558, grad_norm: 0.2497 2021-04-16 06:53:14,603 - mmaction - INFO - Epoch [6][2980/3842] lr: 2.846e-02, eta: 6:23:50, time: 1.407, data_time: 0.047, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7303, prec@thr=0.5: 0.8046, recall@top3: 0.8141, prec@top3: 0.6852, recall@top5: 0.9302, prec@top5: 0.4814, loss: 0.0555, grad_norm: 0.2480 2021-04-16 06:53:43,096 - mmaction - INFO - Epoch [6][3000/3842] lr: 2.840e-02, eta: 6:23:22, time: 1.424, data_time: 0.126, memory: 10738, loss_action_cls: 0.0558, recall@thr=0.5: 0.7339, prec@thr=0.5: 0.7997, recall@top3: 0.8186, prec@top3: 0.6837, recall@top5: 0.9367, prec@top5: 0.4818, loss: 0.0558, grad_norm: 0.2616 2021-04-16 06:54:10,756 - mmaction - INFO - Epoch [6][3020/3842] lr: 2.834e-02, eta: 6:22:53, time: 1.384, data_time: 0.043, memory: 10738, loss_action_cls: 0.0559, recall@thr=0.5: 0.7257, prec@thr=0.5: 0.8096, recall@top3: 0.8218, prec@top3: 0.6919, recall@top5: 0.9366, prec@top5: 0.4841, loss: 0.0559, grad_norm: 0.2466 2021-04-16 06:54:41,498 - mmaction - INFO - Epoch [6][3040/3842] lr: 2.828e-02, eta: 6:22:26, time: 1.536, data_time: 0.218, memory: 10738, loss_action_cls: 0.0553, recall@thr=0.5: 0.7336, prec@thr=0.5: 0.7948, recall@top3: 0.8199, prec@top3: 0.6695, recall@top5: 0.9368, prec@top5: 0.4710, loss: 0.0553, grad_norm: 0.2417 2021-04-16 06:55:08,874 - mmaction - INFO - Epoch [6][3060/3842] lr: 2.822e-02, eta: 6:21:57, time: 1.369, data_time: 0.001, memory: 10738, loss_action_cls: 0.0557, recall@thr=0.5: 0.7374, prec@thr=0.5: 0.8097, recall@top3: 0.8145, prec@top3: 0.6919, recall@top5: 0.9368, prec@top5: 0.4891, loss: 0.0557, grad_norm: 0.2597 2021-04-16 06:55:37,802 - mmaction - INFO - Epoch [6][3080/3842] lr: 2.816e-02, eta: 6:21:29, time: 1.447, data_time: 0.001, memory: 10738, loss_action_cls: 0.0546, recall@thr=0.5: 0.7465, prec@thr=0.5: 0.7996, recall@top3: 0.8211, prec@top3: 0.6921, recall@top5: 0.9425, prec@top5: 0.4895, loss: 0.0546, grad_norm: 0.2462 2021-04-16 06:56:06,310 - mmaction - INFO - Epoch [6][3100/3842] lr: 2.810e-02, eta: 6:21:01, time: 1.425, data_time: 0.001, memory: 10738, loss_action_cls: 0.0562, recall@thr=0.5: 0.7389, prec@thr=0.5: 0.8090, recall@top3: 0.8180, prec@top3: 0.6868, recall@top5: 0.9383, prec@top5: 0.4858, loss: 0.0562, grad_norm: 0.2485 2021-04-16 06:56:36,073 - mmaction - INFO - Epoch [6][3120/3842] lr: 2.804e-02, eta: 6:20:33, time: 1.487, data_time: 0.069, memory: 10738, loss_action_cls: 0.0545, recall@thr=0.5: 0.7302, prec@thr=0.5: 0.8000, recall@top3: 0.8314, prec@top3: 0.6972, recall@top5: 0.9417, prec@top5: 0.4853, loss: 0.0545, grad_norm: 0.2514 2021-04-16 06:57:05,345 - mmaction - INFO - Epoch [6][3140/3842] lr: 2.798e-02, eta: 6:20:05, time: 1.464, data_time: 0.001, memory: 10738, loss_action_cls: 0.0562, recall@thr=0.5: 0.7243, prec@thr=0.5: 0.7995, recall@top3: 0.8139, prec@top3: 0.6772, recall@top5: 0.9320, prec@top5: 0.4774, loss: 0.0562, grad_norm: 0.2568 2021-04-16 06:57:32,566 - mmaction - INFO - Epoch [6][3160/3842] lr: 2.792e-02, eta: 6:19:36, time: 1.361, data_time: 0.029, memory: 10738, loss_action_cls: 0.0550, recall@thr=0.5: 0.7468, prec@thr=0.5: 0.8063, recall@top3: 0.8238, prec@top3: 0.6850, recall@top5: 0.9381, prec@top5: 0.4797, loss: 0.0550, grad_norm: 0.2399 2021-04-16 06:58:01,884 - mmaction - INFO - Epoch [6][3180/3842] lr: 2.786e-02, eta: 6:19:09, time: 1.464, data_time: 0.157, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7320, prec@thr=0.5: 0.8149, recall@top3: 0.8143, prec@top3: 0.6907, recall@top5: 0.9305, prec@top5: 0.4853, loss: 0.0555, grad_norm: 0.2570 2021-04-16 06:58:29,585 - mmaction - INFO - Epoch [6][3200/3842] lr: 2.780e-02, eta: 6:18:40, time: 1.386, data_time: 0.054, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7357, prec@thr=0.5: 0.7985, recall@top3: 0.8137, prec@top3: 0.6752, recall@top5: 0.9333, prec@top5: 0.4773, loss: 0.0555, grad_norm: 0.2668 2021-04-16 06:58:57,819 - mmaction - INFO - Epoch [6][3220/3842] lr: 2.774e-02, eta: 6:18:11, time: 1.413, data_time: 0.007, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7308, prec@thr=0.5: 0.8015, recall@top3: 0.8242, prec@top3: 0.6857, recall@top5: 0.9324, prec@top5: 0.4755, loss: 0.0538, grad_norm: 0.2449 2021-04-16 06:59:26,120 - mmaction - INFO - Epoch [6][3240/3842] lr: 2.768e-02, eta: 6:17:43, time: 1.415, data_time: 0.001, memory: 10738, loss_action_cls: 0.0550, recall@thr=0.5: 0.7331, prec@thr=0.5: 0.8016, recall@top3: 0.8122, prec@top3: 0.6808, recall@top5: 0.9323, prec@top5: 0.4810, loss: 0.0550, grad_norm: 0.2446 2021-04-16 06:59:52,778 - mmaction - INFO - Epoch [6][3260/3842] lr: 2.762e-02, eta: 6:17:13, time: 1.332, data_time: 0.001, memory: 10738, loss_action_cls: 0.0541, recall@thr=0.5: 0.7482, prec@thr=0.5: 0.8176, recall@top3: 0.8284, prec@top3: 0.7015, recall@top5: 0.9401, prec@top5: 0.4895, loss: 0.0541, grad_norm: 0.2488 2021-04-16 07:00:23,419 - mmaction - INFO - Epoch [6][3280/3842] lr: 2.757e-02, eta: 6:16:46, time: 1.533, data_time: 0.002, memory: 10738, loss_action_cls: 0.0567, recall@thr=0.5: 0.7237, prec@thr=0.5: 0.8035, recall@top3: 0.8124, prec@top3: 0.6789, recall@top5: 0.9353, prec@top5: 0.4809, loss: 0.0567, grad_norm: 0.2434 2021-04-16 07:00:50,184 - mmaction - INFO - Epoch [6][3300/3842] lr: 2.751e-02, eta: 6:16:17, time: 1.338, data_time: 0.016, memory: 10738, loss_action_cls: 0.0562, recall@thr=0.5: 0.7285, prec@thr=0.5: 0.7961, recall@top3: 0.8098, prec@top3: 0.6769, recall@top5: 0.9291, prec@top5: 0.4794, loss: 0.0562, grad_norm: 0.2504 2021-04-16 07:01:18,646 - mmaction - INFO - Epoch [6][3320/3842] lr: 2.745e-02, eta: 6:15:48, time: 1.423, data_time: 0.001, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7371, prec@thr=0.5: 0.8081, recall@top3: 0.8274, prec@top3: 0.7049, recall@top5: 0.9372, prec@top5: 0.4899, loss: 0.0555, grad_norm: 0.2471 2021-04-16 07:01:45,074 - mmaction - INFO - Epoch [6][3340/3842] lr: 2.739e-02, eta: 6:15:19, time: 1.321, data_time: 0.001, memory: 10738, loss_action_cls: 0.0528, recall@thr=0.5: 0.7410, prec@thr=0.5: 0.8132, recall@top3: 0.8319, prec@top3: 0.6945, recall@top5: 0.9459, prec@top5: 0.4858, loss: 0.0528, grad_norm: 0.2407 2021-04-16 07:02:13,542 - mmaction - INFO - Epoch [6][3360/3842] lr: 2.733e-02, eta: 6:14:50, time: 1.424, data_time: 0.090, memory: 10738, loss_action_cls: 0.0545, recall@thr=0.5: 0.7381, prec@thr=0.5: 0.8057, recall@top3: 0.8151, prec@top3: 0.6775, recall@top5: 0.9349, prec@top5: 0.4774, loss: 0.0545, grad_norm: 0.2473 2021-04-16 07:02:41,989 - mmaction - INFO - Epoch [6][3380/3842] lr: 2.727e-02, eta: 6:14:22, time: 1.422, data_time: 0.001, memory: 10738, loss_action_cls: 0.0548, recall@thr=0.5: 0.7405, prec@thr=0.5: 0.8158, recall@top3: 0.8271, prec@top3: 0.6935, recall@top5: 0.9396, prec@top5: 0.4826, loss: 0.0548, grad_norm: 0.2604 2021-04-16 07:03:08,718 - mmaction - INFO - Epoch [6][3400/3842] lr: 2.721e-02, eta: 6:13:53, time: 1.337, data_time: 0.002, memory: 10738, loss_action_cls: 0.0564, recall@thr=0.5: 0.7214, prec@thr=0.5: 0.7998, recall@top3: 0.8139, prec@top3: 0.6858, recall@top5: 0.9321, prec@top5: 0.4831, loss: 0.0564, grad_norm: 0.2549 2021-04-16 07:03:36,815 - mmaction - INFO - Epoch [6][3420/3842] lr: 2.715e-02, eta: 6:13:24, time: 1.404, data_time: 0.008, memory: 10738, loss_action_cls: 0.0549, recall@thr=0.5: 0.7274, prec@thr=0.5: 0.8032, recall@top3: 0.8179, prec@top3: 0.6863, recall@top5: 0.9405, prec@top5: 0.4848, loss: 0.0549, grad_norm: 0.2546 2021-04-16 07:04:04,886 - mmaction - INFO - Epoch [6][3440/3842] lr: 2.709e-02, eta: 6:12:55, time: 1.404, data_time: 0.014, memory: 10738, loss_action_cls: 0.0541, recall@thr=0.5: 0.7315, prec@thr=0.5: 0.8099, recall@top3: 0.8266, prec@top3: 0.6798, recall@top5: 0.9399, prec@top5: 0.4746, loss: 0.0541, grad_norm: 0.2545 2021-04-16 07:04:32,898 - mmaction - INFO - Epoch [6][3460/3842] lr: 2.703e-02, eta: 6:12:27, time: 1.400, data_time: 0.036, memory: 10738, loss_action_cls: 0.0576, recall@thr=0.5: 0.7188, prec@thr=0.5: 0.7823, recall@top3: 0.8088, prec@top3: 0.6667, recall@top5: 0.9345, prec@top5: 0.4744, loss: 0.0576, grad_norm: 0.2635 2021-04-16 07:05:00,607 - mmaction - INFO - Epoch [6][3480/3842] lr: 2.698e-02, eta: 6:11:58, time: 1.386, data_time: 0.001, memory: 10738, loss_action_cls: 0.0569, recall@thr=0.5: 0.7282, prec@thr=0.5: 0.8045, recall@top3: 0.8150, prec@top3: 0.6871, recall@top5: 0.9344, prec@top5: 0.4870, loss: 0.0569, grad_norm: 0.2469 2021-04-16 07:05:27,436 - mmaction - INFO - Epoch [6][3500/3842] lr: 2.692e-02, eta: 6:11:28, time: 1.339, data_time: 0.001, memory: 10738, loss_action_cls: 0.0550, recall@thr=0.5: 0.7493, prec@thr=0.5: 0.8036, recall@top3: 0.8259, prec@top3: 0.6945, recall@top5: 0.9394, prec@top5: 0.4854, loss: 0.0550, grad_norm: 0.2438 2021-04-16 07:05:56,416 - mmaction - INFO - Epoch [6][3520/3842] lr: 2.686e-02, eta: 6:11:01, time: 1.451, data_time: 0.003, memory: 10738, loss_action_cls: 0.0564, recall@thr=0.5: 0.7231, prec@thr=0.5: 0.8042, recall@top3: 0.8120, prec@top3: 0.6856, recall@top5: 0.9306, prec@top5: 0.4832, loss: 0.0564, grad_norm: 0.2508 2021-04-16 07:06:24,673 - mmaction - INFO - Epoch [6][3540/3842] lr: 2.680e-02, eta: 6:10:32, time: 1.412, data_time: 0.001, memory: 10738, loss_action_cls: 0.0544, recall@thr=0.5: 0.7284, prec@thr=0.5: 0.8009, recall@top3: 0.8219, prec@top3: 0.6842, recall@top5: 0.9350, prec@top5: 0.4792, loss: 0.0544, grad_norm: 0.2601 2021-04-16 07:06:52,323 - mmaction - INFO - Epoch [6][3560/3842] lr: 2.674e-02, eta: 6:10:03, time: 1.382, data_time: 0.001, memory: 10738, loss_action_cls: 0.0531, recall@thr=0.5: 0.7454, prec@thr=0.5: 0.8158, recall@top3: 0.8313, prec@top3: 0.6959, recall@top5: 0.9382, prec@top5: 0.4822, loss: 0.0531, grad_norm: 0.2520 2021-04-16 07:07:21,899 - mmaction - INFO - Epoch [6][3580/3842] lr: 2.668e-02, eta: 6:09:36, time: 1.480, data_time: 0.002, memory: 10738, loss_action_cls: 0.0557, recall@thr=0.5: 0.7346, prec@thr=0.5: 0.8026, recall@top3: 0.8168, prec@top3: 0.6817, recall@top5: 0.9413, prec@top5: 0.4841, loss: 0.0557, grad_norm: 0.2714 2021-04-16 07:07:49,758 - mmaction - INFO - Epoch [6][3600/3842] lr: 2.662e-02, eta: 6:09:07, time: 1.393, data_time: 0.001, memory: 10738, loss_action_cls: 0.0571, recall@thr=0.5: 0.7231, prec@thr=0.5: 0.7937, recall@top3: 0.8114, prec@top3: 0.6808, recall@top5: 0.9304, prec@top5: 0.4808, loss: 0.0571, grad_norm: 0.2543 2021-04-16 07:08:17,829 - mmaction - INFO - Epoch [6][3620/3842] lr: 2.656e-02, eta: 6:08:38, time: 1.403, data_time: 0.040, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7494, prec@thr=0.5: 0.8122, recall@top3: 0.8284, prec@top3: 0.6853, recall@top5: 0.9412, prec@top5: 0.4784, loss: 0.0538, grad_norm: 0.2463 2021-04-16 07:08:46,891 - mmaction - INFO - Epoch [6][3640/3842] lr: 2.651e-02, eta: 6:08:10, time: 1.454, data_time: 0.056, memory: 10738, loss_action_cls: 0.0547, recall@thr=0.5: 0.7324, prec@thr=0.5: 0.8093, recall@top3: 0.8263, prec@top3: 0.6819, recall@top5: 0.9415, prec@top5: 0.4786, loss: 0.0547, grad_norm: 0.2554 2021-04-16 07:09:14,710 - mmaction - INFO - Epoch [6][3660/3842] lr: 2.645e-02, eta: 6:07:42, time: 1.391, data_time: 0.001, memory: 10738, loss_action_cls: 0.0551, recall@thr=0.5: 0.7322, prec@thr=0.5: 0.8029, recall@top3: 0.8149, prec@top3: 0.6829, recall@top5: 0.9362, prec@top5: 0.4806, loss: 0.0551, grad_norm: 0.2492 2021-04-16 07:09:43,741 - mmaction - INFO - Epoch [6][3680/3842] lr: 2.639e-02, eta: 6:07:14, time: 1.452, data_time: 0.001, memory: 10738, loss_action_cls: 0.0557, recall@thr=0.5: 0.7337, prec@thr=0.5: 0.8061, recall@top3: 0.8174, prec@top3: 0.6813, recall@top5: 0.9363, prec@top5: 0.4801, loss: 0.0557, grad_norm: 0.2521 2021-04-16 07:10:12,625 - mmaction - INFO - Epoch [6][3700/3842] lr: 2.633e-02, eta: 6:06:46, time: 1.444, data_time: 0.031, memory: 10738, loss_action_cls: 0.0547, recall@thr=0.5: 0.7306, prec@thr=0.5: 0.8061, recall@top3: 0.8288, prec@top3: 0.6686, recall@top5: 0.9433, prec@top5: 0.4692, loss: 0.0547, grad_norm: 0.2572 2021-04-16 07:10:39,909 - mmaction - INFO - Epoch [6][3720/3842] lr: 2.627e-02, eta: 6:06:17, time: 1.364, data_time: 0.023, memory: 10738, loss_action_cls: 0.0544, recall@thr=0.5: 0.7296, prec@thr=0.5: 0.7985, recall@top3: 0.8263, prec@top3: 0.6937, recall@top5: 0.9380, prec@top5: 0.4843, loss: 0.0544, grad_norm: 0.2461 2021-04-16 07:11:07,056 - mmaction - INFO - Epoch [6][3740/3842] lr: 2.621e-02, eta: 6:05:47, time: 1.356, data_time: 0.111, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7365, prec@thr=0.5: 0.7963, recall@top3: 0.8118, prec@top3: 0.6936, recall@top5: 0.9405, prec@top5: 0.4943, loss: 0.0555, grad_norm: 0.2558 2021-04-16 07:11:34,590 - mmaction - INFO - Epoch [6][3760/3842] lr: 2.615e-02, eta: 6:05:18, time: 1.377, data_time: 0.055, memory: 10738, loss_action_cls: 0.0540, recall@thr=0.5: 0.7306, prec@thr=0.5: 0.8156, recall@top3: 0.8200, prec@top3: 0.6800, recall@top5: 0.9368, prec@top5: 0.4777, loss: 0.0540, grad_norm: 0.2463 2021-04-16 07:12:00,229 - mmaction - INFO - Epoch [6][3780/3842] lr: 2.610e-02, eta: 6:04:48, time: 1.283, data_time: 0.001, memory: 10738, loss_action_cls: 0.0557, recall@thr=0.5: 0.7292, prec@thr=0.5: 0.7994, recall@top3: 0.8178, prec@top3: 0.6874, recall@top5: 0.9348, prec@top5: 0.4843, loss: 0.0557, grad_norm: 0.2441 2021-04-16 07:12:30,240 - mmaction - INFO - Epoch [6][3800/3842] lr: 2.604e-02, eta: 6:04:21, time: 1.500, data_time: 0.001, memory: 10738, loss_action_cls: 0.0552, recall@thr=0.5: 0.7262, prec@thr=0.5: 0.8059, recall@top3: 0.8143, prec@top3: 0.6879, recall@top5: 0.9311, prec@top5: 0.4845, loss: 0.0552, grad_norm: 0.2520 2021-04-16 07:12:56,658 - mmaction - INFO - Epoch [6][3820/3842] lr: 2.598e-02, eta: 6:03:51, time: 1.320, data_time: 0.001, memory: 10738, loss_action_cls: 0.0541, recall@thr=0.5: 0.7337, prec@thr=0.5: 0.7991, recall@top3: 0.8210, prec@top3: 0.6837, recall@top5: 0.9406, prec@top5: 0.4810, loss: 0.0541, grad_norm: 0.2634 2021-04-16 07:13:24,814 - mmaction - INFO - Epoch [6][3840/3842] lr: 2.592e-02, eta: 6:03:23, time: 1.409, data_time: 0.094, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7450, prec@thr=0.5: 0.8037, recall@top3: 0.8290, prec@top3: 0.6808, recall@top5: 0.9446, prec@top5: 0.4776, loss: 0.0527, grad_norm: 0.2448 2021-04-16 07:13:41,877 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-04-16 07:38:05,324 - mmaction - INFO - Evaluating mAP ... 2021-04-16 07:45:12,810 - mmaction - INFO - mAP@0.5IOU 0.2675 2021-04-16 07:45:13,954 - mmaction - INFO - Now best checkpoint is saved as best_mAP@0.5IOU_epoch_6.pth. 2021-04-16 07:45:14,010 - mmaction - INFO - Best mAP@0.5IOU is 0.2675 at 6 epoch. 2021-04-16 07:45:15,171 - mmaction - INFO - Epoch(val) [6][3842] mAP@0.5IOU: 0.2675 2021-04-16 07:46:23,121 - mmaction - INFO - Epoch [7][20/3842] lr: 2.586e-02, eta: 6:03:16, time: 3.390, data_time: 2.181, memory: 10738, loss_action_cls: 0.0535, recall@thr=0.5: 0.7235, prec@thr=0.5: 0.8005, recall@top3: 0.8210, prec@top3: 0.6711, recall@top5: 0.9329, prec@top5: 0.4691, loss: 0.0535, grad_norm: 0.2526 2021-04-16 07:46:50,154 - mmaction - INFO - Epoch [7][40/3842] lr: 2.580e-02, eta: 6:02:47, time: 1.353, data_time: 0.039, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7294, prec@thr=0.5: 0.8040, recall@top3: 0.8286, prec@top3: 0.6764, recall@top5: 0.9370, prec@top5: 0.4715, loss: 0.0543, grad_norm: 0.2545 2021-04-16 07:47:18,473 - mmaction - INFO - Epoch [7][60/3842] lr: 2.574e-02, eta: 6:02:18, time: 1.416, data_time: 0.001, memory: 10738, loss_action_cls: 0.0522, recall@thr=0.5: 0.7531, prec@thr=0.5: 0.8143, recall@top3: 0.8296, prec@top3: 0.6907, recall@top5: 0.9396, prec@top5: 0.4807, loss: 0.0522, grad_norm: 0.2430 2021-04-16 07:47:46,352 - mmaction - INFO - Epoch [7][80/3842] lr: 2.568e-02, eta: 6:01:49, time: 1.393, data_time: 0.081, memory: 10738, loss_action_cls: 0.0524, recall@thr=0.5: 0.7421, prec@thr=0.5: 0.8082, recall@top3: 0.8234, prec@top3: 0.6846, recall@top5: 0.9401, prec@top5: 0.4808, loss: 0.0524, grad_norm: 0.2530 2021-04-16 07:48:14,124 - mmaction - INFO - Epoch [7][100/3842] lr: 2.562e-02, eta: 6:01:21, time: 1.388, data_time: 0.005, memory: 10738, loss_action_cls: 0.0528, recall@thr=0.5: 0.7354, prec@thr=0.5: 0.8117, recall@top3: 0.8281, prec@top3: 0.6816, recall@top5: 0.9422, prec@top5: 0.4786, loss: 0.0528, grad_norm: 0.2664 2021-04-16 07:48:42,186 - mmaction - INFO - Epoch [7][120/3842] lr: 2.557e-02, eta: 6:00:52, time: 1.404, data_time: 0.002, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7479, prec@thr=0.5: 0.8125, recall@top3: 0.8158, prec@top3: 0.6999, recall@top5: 0.9392, prec@top5: 0.4956, loss: 0.0533, grad_norm: 0.2868 2021-04-16 07:49:10,020 - mmaction - INFO - Epoch [7][140/3842] lr: 2.551e-02, eta: 6:00:23, time: 1.392, data_time: 0.001, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7534, prec@thr=0.5: 0.8124, recall@top3: 0.8262, prec@top3: 0.6962, recall@top5: 0.9421, prec@top5: 0.4893, loss: 0.0533, grad_norm: 0.2510 2021-04-16 07:49:39,596 - mmaction - INFO - Epoch [7][160/3842] lr: 2.545e-02, eta: 5:59:56, time: 1.478, data_time: 0.001, memory: 10738, loss_action_cls: 0.0544, recall@thr=0.5: 0.7386, prec@thr=0.5: 0.8118, recall@top3: 0.8244, prec@top3: 0.6932, recall@top5: 0.9369, prec@top5: 0.4862, loss: 0.0544, grad_norm: 0.2446 2021-04-16 07:50:06,593 - mmaction - INFO - Epoch [7][180/3842] lr: 2.539e-02, eta: 5:59:26, time: 1.350, data_time: 0.001, memory: 10738, loss_action_cls: 0.0557, recall@thr=0.5: 0.7314, prec@thr=0.5: 0.7978, recall@top3: 0.8210, prec@top3: 0.6839, recall@top5: 0.9379, prec@top5: 0.4804, loss: 0.0557, grad_norm: 0.2574 2021-04-16 07:50:36,537 - mmaction - INFO - Epoch [7][200/3842] lr: 2.533e-02, eta: 5:58:59, time: 1.497, data_time: 0.174, memory: 10738, loss_action_cls: 0.0541, recall@thr=0.5: 0.7411, prec@thr=0.5: 0.8187, recall@top3: 0.8315, prec@top3: 0.6940, recall@top5: 0.9416, prec@top5: 0.4832, loss: 0.0541, grad_norm: 0.2492 2021-04-16 07:51:04,919 - mmaction - INFO - Epoch [7][220/3842] lr: 2.528e-02, eta: 5:58:30, time: 1.417, data_time: 0.133, memory: 10738, loss_action_cls: 0.0523, recall@thr=0.5: 0.7479, prec@thr=0.5: 0.8152, recall@top3: 0.8372, prec@top3: 0.6835, recall@top5: 0.9433, prec@top5: 0.4748, loss: 0.0523, grad_norm: 0.2531 2021-04-16 07:51:30,263 - mmaction - INFO - Epoch [7][240/3842] lr: 2.522e-02, eta: 5:58:00, time: 1.270, data_time: 0.006, memory: 10738, loss_action_cls: 0.0545, recall@thr=0.5: 0.7391, prec@thr=0.5: 0.8024, recall@top3: 0.8243, prec@top3: 0.6891, recall@top5: 0.9392, prec@top5: 0.4823, loss: 0.0545, grad_norm: 0.2539 2021-04-16 07:51:58,234 - mmaction - INFO - Epoch [7][260/3842] lr: 2.516e-02, eta: 5:57:31, time: 1.398, data_time: 0.001, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7346, prec@thr=0.5: 0.8152, recall@top3: 0.8288, prec@top3: 0.6867, recall@top5: 0.9454, prec@top5: 0.4827, loss: 0.0533, grad_norm: 0.2478 2021-04-16 07:52:26,146 - mmaction - INFO - Epoch [7][280/3842] lr: 2.510e-02, eta: 5:57:03, time: 1.396, data_time: 0.002, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7459, prec@thr=0.5: 0.8221, recall@top3: 0.8352, prec@top3: 0.6819, recall@top5: 0.9456, prec@top5: 0.4760, loss: 0.0514, grad_norm: 0.2501 2021-04-16 07:52:54,433 - mmaction - INFO - Epoch [7][300/3842] lr: 2.504e-02, eta: 5:56:34, time: 1.414, data_time: 0.001, memory: 10738, loss_action_cls: 0.0545, recall@thr=0.5: 0.7444, prec@thr=0.5: 0.8077, recall@top3: 0.8172, prec@top3: 0.6893, recall@top5: 0.9351, prec@top5: 0.4855, loss: 0.0545, grad_norm: 0.2597 2021-04-16 07:53:20,358 - mmaction - INFO - Epoch [7][320/3842] lr: 2.499e-02, eta: 5:56:04, time: 1.296, data_time: 0.001, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7445, prec@thr=0.5: 0.8173, recall@top3: 0.8301, prec@top3: 0.6996, recall@top5: 0.9464, prec@top5: 0.4900, loss: 0.0527, grad_norm: 0.2435 2021-04-16 07:53:47,427 - mmaction - INFO - Epoch [7][340/3842] lr: 2.493e-02, eta: 5:55:35, time: 1.353, data_time: 0.071, memory: 10738, loss_action_cls: 0.0532, recall@thr=0.5: 0.7503, prec@thr=0.5: 0.8186, recall@top3: 0.8292, prec@top3: 0.6951, recall@top5: 0.9418, prec@top5: 0.4873, loss: 0.0532, grad_norm: 0.2522 2021-04-16 07:54:16,591 - mmaction - INFO - Epoch [7][360/3842] lr: 2.487e-02, eta: 5:55:07, time: 1.459, data_time: 0.002, memory: 10738, loss_action_cls: 0.0530, recall@thr=0.5: 0.7378, prec@thr=0.5: 0.8090, recall@top3: 0.8234, prec@top3: 0.6782, recall@top5: 0.9362, prec@top5: 0.4747, loss: 0.0530, grad_norm: 0.2680 2021-04-16 07:54:43,642 - mmaction - INFO - Epoch [7][380/3842] lr: 2.481e-02, eta: 5:54:38, time: 1.352, data_time: 0.001, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7507, prec@thr=0.5: 0.8172, recall@top3: 0.8428, prec@top3: 0.6972, recall@top5: 0.9480, prec@top5: 0.4827, loss: 0.0520, grad_norm: 0.2641 2021-04-16 07:55:13,578 - mmaction - INFO - Epoch [7][400/3842] lr: 2.475e-02, eta: 5:54:10, time: 1.496, data_time: 0.006, memory: 10738, loss_action_cls: 0.0550, recall@thr=0.5: 0.7275, prec@thr=0.5: 0.8105, recall@top3: 0.8250, prec@top3: 0.6731, recall@top5: 0.9425, prec@top5: 0.4747, loss: 0.0550, grad_norm: 0.2596 2021-04-16 07:55:40,676 - mmaction - INFO - Epoch [7][420/3842] lr: 2.470e-02, eta: 5:53:41, time: 1.356, data_time: 0.090, memory: 10738, loss_action_cls: 0.0542, recall@thr=0.5: 0.7449, prec@thr=0.5: 0.8132, recall@top3: 0.8205, prec@top3: 0.6918, recall@top5: 0.9378, prec@top5: 0.4860, loss: 0.0542, grad_norm: 0.2520 2021-04-16 07:56:10,770 - mmaction - INFO - Epoch [7][440/3842] lr: 2.464e-02, eta: 5:53:14, time: 1.505, data_time: 0.051, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7439, prec@thr=0.5: 0.8094, recall@top3: 0.8399, prec@top3: 0.7027, recall@top5: 0.9406, prec@top5: 0.4837, loss: 0.0533, grad_norm: 0.2567 2021-04-16 07:56:38,343 - mmaction - INFO - Epoch [7][460/3842] lr: 2.458e-02, eta: 5:52:45, time: 1.379, data_time: 0.151, memory: 10738, loss_action_cls: 0.0519, recall@thr=0.5: 0.7350, prec@thr=0.5: 0.8095, recall@top3: 0.8328, prec@top3: 0.6941, recall@top5: 0.9407, prec@top5: 0.4816, loss: 0.0519, grad_norm: 0.2738 2021-04-16 07:57:09,091 - mmaction - INFO - Epoch [7][480/3842] lr: 2.452e-02, eta: 5:52:18, time: 1.536, data_time: 0.161, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7410, prec@thr=0.5: 0.8097, recall@top3: 0.8285, prec@top3: 0.6885, recall@top5: 0.9389, prec@top5: 0.4816, loss: 0.0543, grad_norm: 0.2560 2021-04-16 07:57:36,168 - mmaction - INFO - Epoch [7][500/3842] lr: 2.447e-02, eta: 5:51:49, time: 1.355, data_time: 0.148, memory: 10738, loss_action_cls: 0.0555, recall@thr=0.5: 0.7433, prec@thr=0.5: 0.8069, recall@top3: 0.8220, prec@top3: 0.6996, recall@top5: 0.9355, prec@top5: 0.4914, loss: 0.0555, grad_norm: 0.2700 2021-04-16 07:58:05,453 - mmaction - INFO - Epoch [7][520/3842] lr: 2.441e-02, eta: 5:51:21, time: 1.463, data_time: 0.105, memory: 10738, loss_action_cls: 0.0548, recall@thr=0.5: 0.7333, prec@thr=0.5: 0.8008, recall@top3: 0.8175, prec@top3: 0.6859, recall@top5: 0.9332, prec@top5: 0.4836, loss: 0.0548, grad_norm: 0.2519 2021-04-16 07:58:34,114 - mmaction - INFO - Epoch [7][540/3842] lr: 2.435e-02, eta: 5:50:53, time: 1.434, data_time: 0.014, memory: 10738, loss_action_cls: 0.0535, recall@thr=0.5: 0.7482, prec@thr=0.5: 0.8124, recall@top3: 0.8282, prec@top3: 0.6891, recall@top5: 0.9366, prec@top5: 0.4785, loss: 0.0535, grad_norm: 0.2604 2021-04-16 07:59:00,478 - mmaction - INFO - Epoch [7][560/3842] lr: 2.429e-02, eta: 5:50:23, time: 1.318, data_time: 0.028, memory: 10738, loss_action_cls: 0.0551, recall@thr=0.5: 0.7368, prec@thr=0.5: 0.8069, recall@top3: 0.8187, prec@top3: 0.6848, recall@top5: 0.9348, prec@top5: 0.4831, loss: 0.0551, grad_norm: 0.2631 2021-04-16 07:59:29,808 - mmaction - INFO - Epoch [7][580/3842] lr: 2.424e-02, eta: 5:49:55, time: 1.467, data_time: 0.001, memory: 10738, loss_action_cls: 0.0535, recall@thr=0.5: 0.7410, prec@thr=0.5: 0.8148, recall@top3: 0.8259, prec@top3: 0.6933, recall@top5: 0.9379, prec@top5: 0.4851, loss: 0.0535, grad_norm: 0.2540 2021-04-16 07:59:56,789 - mmaction - INFO - Epoch [7][600/3842] lr: 2.418e-02, eta: 5:49:26, time: 1.349, data_time: 0.001, memory: 10738, loss_action_cls: 0.0531, recall@thr=0.5: 0.7538, prec@thr=0.5: 0.8172, recall@top3: 0.8319, prec@top3: 0.6968, recall@top5: 0.9437, prec@top5: 0.4863, loss: 0.0531, grad_norm: 0.2600 2021-04-16 08:00:24,109 - mmaction - INFO - Epoch [7][620/3842] lr: 2.412e-02, eta: 5:48:57, time: 1.366, data_time: 0.001, memory: 10738, loss_action_cls: 0.0522, recall@thr=0.5: 0.7499, prec@thr=0.5: 0.8166, recall@top3: 0.8331, prec@top3: 0.6870, recall@top5: 0.9434, prec@top5: 0.4806, loss: 0.0522, grad_norm: 0.2544 2021-04-16 08:00:51,966 - mmaction - INFO - Epoch [7][640/3842] lr: 2.407e-02, eta: 5:48:28, time: 1.392, data_time: 0.035, memory: 10738, loss_action_cls: 0.0529, recall@thr=0.5: 0.7469, prec@thr=0.5: 0.8229, recall@top3: 0.8195, prec@top3: 0.6939, recall@top5: 0.9390, prec@top5: 0.4891, loss: 0.0529, grad_norm: 0.2595 2021-04-16 08:01:18,968 - mmaction - INFO - Epoch [7][660/3842] lr: 2.401e-02, eta: 5:47:59, time: 1.350, data_time: 0.019, memory: 10738, loss_action_cls: 0.0529, recall@thr=0.5: 0.7420, prec@thr=0.5: 0.8145, recall@top3: 0.8270, prec@top3: 0.6779, recall@top5: 0.9414, prec@top5: 0.4761, loss: 0.0529, grad_norm: 0.2559 2021-04-16 08:01:48,108 - mmaction - INFO - Epoch [7][680/3842] lr: 2.395e-02, eta: 5:47:31, time: 1.456, data_time: 0.042, memory: 10738, loss_action_cls: 0.0542, recall@thr=0.5: 0.7488, prec@thr=0.5: 0.8090, recall@top3: 0.8265, prec@top3: 0.7030, recall@top5: 0.9403, prec@top5: 0.4914, loss: 0.0542, grad_norm: 0.2458 2021-04-16 08:02:15,416 - mmaction - INFO - Epoch [7][700/3842] lr: 2.389e-02, eta: 5:47:02, time: 1.366, data_time: 0.002, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7466, prec@thr=0.5: 0.8164, recall@top3: 0.8282, prec@top3: 0.6919, recall@top5: 0.9426, prec@top5: 0.4852, loss: 0.0521, grad_norm: 0.2738 2021-04-16 08:02:44,184 - mmaction - INFO - Epoch [7][720/3842] lr: 2.384e-02, eta: 5:46:34, time: 1.440, data_time: 0.002, memory: 10738, loss_action_cls: 0.0537, recall@thr=0.5: 0.7566, prec@thr=0.5: 0.8197, recall@top3: 0.8322, prec@top3: 0.6907, recall@top5: 0.9396, prec@top5: 0.4810, loss: 0.0537, grad_norm: 0.2613 2021-04-16 08:03:12,250 - mmaction - INFO - Epoch [7][740/3842] lr: 2.378e-02, eta: 5:46:05, time: 1.402, data_time: 0.001, memory: 10738, loss_action_cls: 0.0556, recall@thr=0.5: 0.7398, prec@thr=0.5: 0.8089, recall@top3: 0.8169, prec@top3: 0.6953, recall@top5: 0.9314, prec@top5: 0.4879, loss: 0.0556, grad_norm: 0.2658 2021-04-16 08:03:40,559 - mmaction - INFO - Epoch [7][760/3842] lr: 2.372e-02, eta: 5:45:37, time: 1.416, data_time: 0.001, memory: 10738, loss_action_cls: 0.0540, recall@thr=0.5: 0.7466, prec@thr=0.5: 0.8093, recall@top3: 0.8241, prec@top3: 0.6902, recall@top5: 0.9431, prec@top5: 0.4850, loss: 0.0540, grad_norm: 0.2576 2021-04-16 08:04:09,993 - mmaction - INFO - Epoch [7][780/3842] lr: 2.367e-02, eta: 5:45:09, time: 1.472, data_time: 0.001, memory: 10738, loss_action_cls: 0.0548, recall@thr=0.5: 0.7466, prec@thr=0.5: 0.8141, recall@top3: 0.8199, prec@top3: 0.6965, recall@top5: 0.9397, prec@top5: 0.4924, loss: 0.0548, grad_norm: 0.2628 2021-04-16 08:04:37,743 - mmaction - INFO - Epoch [7][800/3842] lr: 2.361e-02, eta: 5:44:40, time: 1.386, data_time: 0.001, memory: 10738, loss_action_cls: 0.0554, recall@thr=0.5: 0.7361, prec@thr=0.5: 0.8075, recall@top3: 0.8192, prec@top3: 0.6770, recall@top5: 0.9288, prec@top5: 0.4713, loss: 0.0554, grad_norm: 0.2650 2021-04-16 08:05:06,262 - mmaction - INFO - Epoch [7][820/3842] lr: 2.355e-02, eta: 5:44:12, time: 1.428, data_time: 0.044, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7582, prec@thr=0.5: 0.8310, recall@top3: 0.8267, prec@top3: 0.6998, recall@top5: 0.9442, prec@top5: 0.4912, loss: 0.0511, grad_norm: 0.2577 2021-04-16 08:05:34,137 - mmaction - INFO - Epoch [7][840/3842] lr: 2.349e-02, eta: 5:43:43, time: 1.391, data_time: 0.001, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7427, prec@thr=0.5: 0.8141, recall@top3: 0.8273, prec@top3: 0.6860, recall@top5: 0.9391, prec@top5: 0.4793, loss: 0.0538, grad_norm: 0.2609 2021-04-16 08:06:01,460 - mmaction - INFO - Epoch [7][860/3842] lr: 2.344e-02, eta: 5:43:14, time: 1.368, data_time: 0.003, memory: 10738, loss_action_cls: 0.0540, recall@thr=0.5: 0.7367, prec@thr=0.5: 0.8189, recall@top3: 0.8186, prec@top3: 0.6956, recall@top5: 0.9427, prec@top5: 0.4943, loss: 0.0540, grad_norm: 0.2648 2021-04-16 08:06:29,432 - mmaction - INFO - Epoch [7][880/3842] lr: 2.338e-02, eta: 5:42:45, time: 1.399, data_time: 0.016, memory: 10738, loss_action_cls: 0.0529, recall@thr=0.5: 0.7475, prec@thr=0.5: 0.8129, recall@top3: 0.8359, prec@top3: 0.7030, recall@top5: 0.9461, prec@top5: 0.4899, loss: 0.0529, grad_norm: 0.2567 2021-04-16 08:06:58,405 - mmaction - INFO - Epoch [7][900/3842] lr: 2.332e-02, eta: 5:42:17, time: 1.448, data_time: 0.001, memory: 10738, loss_action_cls: 0.0540, recall@thr=0.5: 0.7547, prec@thr=0.5: 0.8114, recall@top3: 0.8212, prec@top3: 0.6886, recall@top5: 0.9378, prec@top5: 0.4843, loss: 0.0540, grad_norm: 0.2471 2021-04-16 08:07:26,540 - mmaction - INFO - Epoch [7][920/3842] lr: 2.327e-02, eta: 5:41:49, time: 1.406, data_time: 0.001, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7403, prec@thr=0.5: 0.8117, recall@top3: 0.8250, prec@top3: 0.7001, recall@top5: 0.9402, prec@top5: 0.4905, loss: 0.0538, grad_norm: 0.2596 2021-04-16 08:07:55,971 - mmaction - INFO - Epoch [7][940/3842] lr: 2.321e-02, eta: 5:41:21, time: 1.473, data_time: 0.003, memory: 10738, loss_action_cls: 0.0523, recall@thr=0.5: 0.7650, prec@thr=0.5: 0.8218, recall@top3: 0.8266, prec@top3: 0.7040, recall@top5: 0.9401, prec@top5: 0.4923, loss: 0.0523, grad_norm: 0.2505 2021-04-16 08:08:22,983 - mmaction - INFO - Epoch [7][960/3842] lr: 2.315e-02, eta: 5:40:52, time: 1.350, data_time: 0.001, memory: 10738, loss_action_cls: 0.0523, recall@thr=0.5: 0.7339, prec@thr=0.5: 0.8110, recall@top3: 0.8316, prec@top3: 0.6884, recall@top5: 0.9481, prec@top5: 0.4812, loss: 0.0523, grad_norm: 0.2790 2021-04-16 08:08:52,270 - mmaction - INFO - Epoch [7][980/3842] lr: 2.310e-02, eta: 5:40:24, time: 1.465, data_time: 0.002, memory: 10738, loss_action_cls: 0.0532, recall@thr=0.5: 0.7504, prec@thr=0.5: 0.8136, recall@top3: 0.8245, prec@top3: 0.7021, recall@top5: 0.9468, prec@top5: 0.4960, loss: 0.0532, grad_norm: 0.2630 2021-04-16 08:09:18,216 - mmaction - INFO - Epoch [7][1000/3842] lr: 2.304e-02, eta: 5:39:54, time: 1.298, data_time: 0.001, memory: 10738, loss_action_cls: 0.0534, recall@thr=0.5: 0.7389, prec@thr=0.5: 0.8023, recall@top3: 0.8172, prec@top3: 0.6821, recall@top5: 0.9360, prec@top5: 0.4800, loss: 0.0534, grad_norm: 0.2622 2021-04-16 08:09:46,109 - mmaction - INFO - Epoch [7][1020/3842] lr: 2.298e-02, eta: 5:39:26, time: 1.395, data_time: 0.001, memory: 10738, loss_action_cls: 0.0525, recall@thr=0.5: 0.7342, prec@thr=0.5: 0.8126, recall@top3: 0.8297, prec@top3: 0.6900, recall@top5: 0.9438, prec@top5: 0.4816, loss: 0.0525, grad_norm: 0.2682 2021-04-16 08:10:14,496 - mmaction - INFO - Epoch [7][1040/3842] lr: 2.293e-02, eta: 5:38:57, time: 1.419, data_time: 0.047, memory: 10738, loss_action_cls: 0.0526, recall@thr=0.5: 0.7581, prec@thr=0.5: 0.8184, recall@top3: 0.8266, prec@top3: 0.7057, recall@top5: 0.9450, prec@top5: 0.4966, loss: 0.0526, grad_norm: 0.2733 2021-04-16 08:10:41,528 - mmaction - INFO - Epoch [7][1060/3842] lr: 2.287e-02, eta: 5:38:28, time: 1.351, data_time: 0.001, memory: 10738, loss_action_cls: 0.0542, recall@thr=0.5: 0.7316, prec@thr=0.5: 0.8012, recall@top3: 0.8228, prec@top3: 0.6881, recall@top5: 0.9395, prec@top5: 0.4819, loss: 0.0542, grad_norm: 0.2587 2021-04-16 08:11:09,371 - mmaction - INFO - Epoch [7][1080/3842] lr: 2.281e-02, eta: 5:37:59, time: 1.391, data_time: 0.001, memory: 10738, loss_action_cls: 0.0548, recall@thr=0.5: 0.7408, prec@thr=0.5: 0.8033, recall@top3: 0.8180, prec@top3: 0.6806, recall@top5: 0.9338, prec@top5: 0.4777, loss: 0.0548, grad_norm: 0.2574 2021-04-16 08:11:39,396 - mmaction - INFO - Epoch [7][1100/3842] lr: 2.276e-02, eta: 5:37:32, time: 1.501, data_time: 0.002, memory: 10738, loss_action_cls: 0.0530, recall@thr=0.5: 0.7631, prec@thr=0.5: 0.8191, recall@top3: 0.8310, prec@top3: 0.7078, recall@top5: 0.9414, prec@top5: 0.4960, loss: 0.0530, grad_norm: 0.2554 2021-04-16 08:12:07,016 - mmaction - INFO - Epoch [7][1120/3842] lr: 2.270e-02, eta: 5:37:03, time: 1.382, data_time: 0.001, memory: 10738, loss_action_cls: 0.0540, recall@thr=0.5: 0.7455, prec@thr=0.5: 0.8087, recall@top3: 0.8262, prec@top3: 0.6734, recall@top5: 0.9350, prec@top5: 0.4697, loss: 0.0540, grad_norm: 0.2532 2021-04-16 08:12:33,606 - mmaction - INFO - Epoch [7][1140/3842] lr: 2.265e-02, eta: 5:36:34, time: 1.329, data_time: 0.001, memory: 10738, loss_action_cls: 0.0550, recall@thr=0.5: 0.7317, prec@thr=0.5: 0.8090, recall@top3: 0.8190, prec@top3: 0.6799, recall@top5: 0.9362, prec@top5: 0.4789, loss: 0.0550, grad_norm: 0.2613 2021-04-16 08:13:01,019 - mmaction - INFO - Epoch [7][1160/3842] lr: 2.259e-02, eta: 5:36:05, time: 1.370, data_time: 0.001, memory: 10738, loss_action_cls: 0.0517, recall@thr=0.5: 0.7431, prec@thr=0.5: 0.8226, recall@top3: 0.8281, prec@top3: 0.6979, recall@top5: 0.9388, prec@top5: 0.4874, loss: 0.0517, grad_norm: 0.2608 2021-04-16 08:13:30,073 - mmaction - INFO - Epoch [7][1180/3842] lr: 2.253e-02, eta: 5:35:37, time: 1.453, data_time: 0.003, memory: 10738, loss_action_cls: 0.0528, recall@thr=0.5: 0.7439, prec@thr=0.5: 0.8026, recall@top3: 0.8275, prec@top3: 0.6762, recall@top5: 0.9402, prec@top5: 0.4739, loss: 0.0528, grad_norm: 0.2611 2021-04-16 08:13:55,621 - mmaction - INFO - Epoch [7][1200/3842] lr: 2.248e-02, eta: 5:35:07, time: 1.277, data_time: 0.010, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7507, prec@thr=0.5: 0.8109, recall@top3: 0.8276, prec@top3: 0.6878, recall@top5: 0.9408, prec@top5: 0.4829, loss: 0.0533, grad_norm: 0.2681 2021-04-16 08:14:26,011 - mmaction - INFO - Epoch [7][1220/3842] lr: 2.242e-02, eta: 5:34:39, time: 1.520, data_time: 0.002, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7372, prec@thr=0.5: 0.8100, recall@top3: 0.8258, prec@top3: 0.6837, recall@top5: 0.9406, prec@top5: 0.4795, loss: 0.0533, grad_norm: 0.2560 2021-04-16 08:14:53,796 - mmaction - INFO - Epoch [7][1240/3842] lr: 2.236e-02, eta: 5:34:11, time: 1.390, data_time: 0.002, memory: 10738, loss_action_cls: 0.0541, recall@thr=0.5: 0.7420, prec@thr=0.5: 0.8060, recall@top3: 0.8249, prec@top3: 0.6844, recall@top5: 0.9352, prec@top5: 0.4766, loss: 0.0541, grad_norm: 0.2587 2021-04-16 08:15:21,775 - mmaction - INFO - Epoch [7][1260/3842] lr: 2.231e-02, eta: 5:33:42, time: 1.399, data_time: 0.001, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7460, prec@thr=0.5: 0.8113, recall@top3: 0.8181, prec@top3: 0.7025, recall@top5: 0.9382, prec@top5: 0.4956, loss: 0.0533, grad_norm: 0.2558 2021-04-16 08:15:47,434 - mmaction - INFO - Epoch [7][1280/3842] lr: 2.225e-02, eta: 5:33:12, time: 1.283, data_time: 0.001, memory: 10738, loss_action_cls: 0.0516, recall@thr=0.5: 0.7617, prec@thr=0.5: 0.8221, recall@top3: 0.8374, prec@top3: 0.6973, recall@top5: 0.9449, prec@top5: 0.4861, loss: 0.0516, grad_norm: 0.2604 2021-04-16 08:16:16,359 - mmaction - INFO - Epoch [7][1300/3842] lr: 2.220e-02, eta: 5:32:44, time: 1.445, data_time: 0.016, memory: 10738, loss_action_cls: 0.0534, recall@thr=0.5: 0.7404, prec@thr=0.5: 0.8053, recall@top3: 0.8233, prec@top3: 0.6874, recall@top5: 0.9411, prec@top5: 0.4852, loss: 0.0534, grad_norm: 0.2639 2021-04-16 08:16:43,486 - mmaction - INFO - Epoch [7][1320/3842] lr: 2.214e-02, eta: 5:32:15, time: 1.357, data_time: 0.032, memory: 10738, loss_action_cls: 0.0542, recall@thr=0.5: 0.7421, prec@thr=0.5: 0.8151, recall@top3: 0.8213, prec@top3: 0.6969, recall@top5: 0.9364, prec@top5: 0.4892, loss: 0.0542, grad_norm: 0.2485 2021-04-16 08:17:10,373 - mmaction - INFO - Epoch [7][1340/3842] lr: 2.208e-02, eta: 5:31:46, time: 1.343, data_time: 0.001, memory: 10738, loss_action_cls: 0.0550, recall@thr=0.5: 0.7340, prec@thr=0.5: 0.8037, recall@top3: 0.8200, prec@top3: 0.6869, recall@top5: 0.9359, prec@top5: 0.4826, loss: 0.0550, grad_norm: 0.2672 2021-04-16 08:17:37,763 - mmaction - INFO - Epoch [7][1360/3842] lr: 2.203e-02, eta: 5:31:17, time: 1.370, data_time: 0.075, memory: 10738, loss_action_cls: 0.0516, recall@thr=0.5: 0.7526, prec@thr=0.5: 0.8082, recall@top3: 0.8262, prec@top3: 0.6880, recall@top5: 0.9431, prec@top5: 0.4829, loss: 0.0516, grad_norm: 0.2664 2021-04-16 08:18:04,862 - mmaction - INFO - Epoch [7][1380/3842] lr: 2.197e-02, eta: 5:30:47, time: 1.355, data_time: 0.071, memory: 10738, loss_action_cls: 0.0546, recall@thr=0.5: 0.7373, prec@thr=0.5: 0.8020, recall@top3: 0.8186, prec@top3: 0.6944, recall@top5: 0.9339, prec@top5: 0.4861, loss: 0.0546, grad_norm: 0.2583 2021-04-16 08:18:31,157 - mmaction - INFO - Epoch [7][1400/3842] lr: 2.192e-02, eta: 5:30:18, time: 1.316, data_time: 0.002, memory: 10738, loss_action_cls: 0.0526, recall@thr=0.5: 0.7482, prec@thr=0.5: 0.8115, recall@top3: 0.8272, prec@top3: 0.6925, recall@top5: 0.9433, prec@top5: 0.4854, loss: 0.0526, grad_norm: 0.2656 2021-04-16 08:18:59,837 - mmaction - INFO - Epoch [7][1420/3842] lr: 2.186e-02, eta: 5:29:50, time: 1.433, data_time: 0.001, memory: 10738, loss_action_cls: 0.0532, recall@thr=0.5: 0.7342, prec@thr=0.5: 0.8100, recall@top3: 0.8254, prec@top3: 0.6936, recall@top5: 0.9409, prec@top5: 0.4867, loss: 0.0532, grad_norm: 0.2671 2021-04-16 08:19:26,529 - mmaction - INFO - Epoch [7][1440/3842] lr: 2.181e-02, eta: 5:29:20, time: 1.335, data_time: 0.002, memory: 10738, loss_action_cls: 0.0558, recall@thr=0.5: 0.7342, prec@thr=0.5: 0.7964, recall@top3: 0.8183, prec@top3: 0.6823, recall@top5: 0.9311, prec@top5: 0.4791, loss: 0.0558, grad_norm: 0.2639 2021-04-16 08:19:55,835 - mmaction - INFO - Epoch [7][1460/3842] lr: 2.175e-02, eta: 5:28:53, time: 1.465, data_time: 0.128, memory: 10738, loss_action_cls: 0.0546, recall@thr=0.5: 0.7349, prec@thr=0.5: 0.8012, recall@top3: 0.8172, prec@top3: 0.6728, recall@top5: 0.9381, prec@top5: 0.4766, loss: 0.0546, grad_norm: 0.2600 2021-04-16 08:20:22,008 - mmaction - INFO - Epoch [7][1480/3842] lr: 2.169e-02, eta: 5:28:23, time: 1.306, data_time: 0.008, memory: 10738, loss_action_cls: 0.0554, recall@thr=0.5: 0.7336, prec@thr=0.5: 0.7970, recall@top3: 0.8230, prec@top3: 0.6964, recall@top5: 0.9393, prec@top5: 0.4883, loss: 0.0554, grad_norm: 0.2623 2021-04-16 08:20:51,717 - mmaction - INFO - Epoch [7][1500/3842] lr: 2.164e-02, eta: 5:27:55, time: 1.487, data_time: 0.038, memory: 10738, loss_action_cls: 0.0535, recall@thr=0.5: 0.7458, prec@thr=0.5: 0.8206, recall@top3: 0.8313, prec@top3: 0.6953, recall@top5: 0.9430, prec@top5: 0.4851, loss: 0.0535, grad_norm: 0.2527 2021-04-16 08:21:20,049 - mmaction - INFO - Epoch [7][1520/3842] lr: 2.158e-02, eta: 5:27:27, time: 1.417, data_time: 0.002, memory: 10738, loss_action_cls: 0.0549, recall@thr=0.5: 0.7515, prec@thr=0.5: 0.8013, recall@top3: 0.8272, prec@top3: 0.6972, recall@top5: 0.9390, prec@top5: 0.4893, loss: 0.0549, grad_norm: 0.2555 2021-04-16 08:21:48,177 - mmaction - INFO - Epoch [7][1540/3842] lr: 2.153e-02, eta: 5:26:58, time: 1.406, data_time: 0.002, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7488, prec@thr=0.5: 0.8106, recall@top3: 0.8252, prec@top3: 0.6997, recall@top5: 0.9387, prec@top5: 0.4900, loss: 0.0543, grad_norm: 0.2567 2021-04-16 08:22:15,560 - mmaction - INFO - Epoch [7][1560/3842] lr: 2.147e-02, eta: 5:26:29, time: 1.369, data_time: 0.002, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7447, prec@thr=0.5: 0.8209, recall@top3: 0.8266, prec@top3: 0.7075, recall@top5: 0.9488, prec@top5: 0.5019, loss: 0.0514, grad_norm: 0.2618 2021-04-16 08:22:43,212 - mmaction - INFO - Epoch [7][1580/3842] lr: 2.142e-02, eta: 5:26:01, time: 1.383, data_time: 0.002, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7447, prec@thr=0.5: 0.8112, recall@top3: 0.8220, prec@top3: 0.6890, recall@top5: 0.9403, prec@top5: 0.4850, loss: 0.0543, grad_norm: 0.2752 2021-04-16 08:23:10,024 - mmaction - INFO - Epoch [7][1600/3842] lr: 2.136e-02, eta: 5:25:31, time: 1.342, data_time: 0.002, memory: 10738, loss_action_cls: 0.0510, recall@thr=0.5: 0.7652, prec@thr=0.5: 0.8213, recall@top3: 0.8383, prec@top3: 0.6968, recall@top5: 0.9514, prec@top5: 0.4861, loss: 0.0510, grad_norm: 0.2557 2021-04-16 08:23:37,304 - mmaction - INFO - Epoch [7][1620/3842] lr: 2.131e-02, eta: 5:25:02, time: 1.363, data_time: 0.001, memory: 10738, loss_action_cls: 0.0544, recall@thr=0.5: 0.7384, prec@thr=0.5: 0.8139, recall@top3: 0.8242, prec@top3: 0.6897, recall@top5: 0.9364, prec@top5: 0.4846, loss: 0.0544, grad_norm: 0.2606 2021-04-16 08:24:05,082 - mmaction - INFO - Epoch [7][1640/3842] lr: 2.125e-02, eta: 5:24:34, time: 1.387, data_time: 0.002, memory: 10738, loss_action_cls: 0.0542, recall@thr=0.5: 0.7565, prec@thr=0.5: 0.8173, recall@top3: 0.8251, prec@top3: 0.6958, recall@top5: 0.9347, prec@top5: 0.4869, loss: 0.0542, grad_norm: 0.2554 2021-04-16 08:24:32,356 - mmaction - INFO - Epoch [7][1660/3842] lr: 2.120e-02, eta: 5:24:05, time: 1.365, data_time: 0.003, memory: 10738, loss_action_cls: 0.0541, recall@thr=0.5: 0.7347, prec@thr=0.5: 0.8093, recall@top3: 0.8319, prec@top3: 0.6843, recall@top5: 0.9397, prec@top5: 0.4757, loss: 0.0541, grad_norm: 0.2706 2021-04-16 08:24:59,577 - mmaction - INFO - Epoch [7][1680/3842] lr: 2.114e-02, eta: 5:23:36, time: 1.362, data_time: 0.001, memory: 10738, loss_action_cls: 0.0537, recall@thr=0.5: 0.7527, prec@thr=0.5: 0.8218, recall@top3: 0.8284, prec@top3: 0.6970, recall@top5: 0.9428, prec@top5: 0.4878, loss: 0.0537, grad_norm: 0.2641 2021-04-16 08:25:26,464 - mmaction - INFO - Epoch [7][1700/3842] lr: 2.108e-02, eta: 5:23:07, time: 1.344, data_time: 0.001, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7536, prec@thr=0.5: 0.8265, recall@top3: 0.8377, prec@top3: 0.6961, recall@top5: 0.9471, prec@top5: 0.4844, loss: 0.0514, grad_norm: 0.2493 2021-04-16 08:25:55,583 - mmaction - INFO - Epoch [7][1720/3842] lr: 2.103e-02, eta: 5:22:39, time: 1.457, data_time: 0.018, memory: 10738, loss_action_cls: 0.0546, recall@thr=0.5: 0.7449, prec@thr=0.5: 0.8064, recall@top3: 0.8220, prec@top3: 0.6842, recall@top5: 0.9366, prec@top5: 0.4804, loss: 0.0546, grad_norm: 0.2701 2021-04-16 08:26:22,333 - mmaction - INFO - Epoch [7][1740/3842] lr: 2.097e-02, eta: 5:22:09, time: 1.337, data_time: 0.001, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7357, prec@thr=0.5: 0.8089, recall@top3: 0.8225, prec@top3: 0.6923, recall@top5: 0.9372, prec@top5: 0.4850, loss: 0.0538, grad_norm: 0.2635 2021-04-16 08:26:53,663 - mmaction - INFO - Epoch [7][1760/3842] lr: 2.092e-02, eta: 5:21:43, time: 1.567, data_time: 0.001, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7349, prec@thr=0.5: 0.7999, recall@top3: 0.8224, prec@top3: 0.6848, recall@top5: 0.9368, prec@top5: 0.4798, loss: 0.0543, grad_norm: 0.2571 2021-04-16 08:27:21,353 - mmaction - INFO - Epoch [7][1780/3842] lr: 2.086e-02, eta: 5:21:14, time: 1.383, data_time: 0.001, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7381, prec@thr=0.5: 0.8108, recall@top3: 0.8311, prec@top3: 0.6854, recall@top5: 0.9368, prec@top5: 0.4740, loss: 0.0527, grad_norm: 0.2622 2021-04-16 08:27:49,772 - mmaction - INFO - Epoch [7][1800/3842] lr: 2.081e-02, eta: 5:20:46, time: 1.421, data_time: 0.002, memory: 10738, loss_action_cls: 0.0528, recall@thr=0.5: 0.7421, prec@thr=0.5: 0.8084, recall@top3: 0.8260, prec@top3: 0.6910, recall@top5: 0.9417, prec@top5: 0.4844, loss: 0.0528, grad_norm: 0.2542 2021-04-16 08:28:18,328 - mmaction - INFO - Epoch [7][1820/3842] lr: 2.075e-02, eta: 5:20:17, time: 1.429, data_time: 0.022, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7498, prec@thr=0.5: 0.8173, recall@top3: 0.8372, prec@top3: 0.6995, recall@top5: 0.9456, prec@top5: 0.4859, loss: 0.0520, grad_norm: 0.2660 2021-04-16 08:28:44,890 - mmaction - INFO - Epoch [7][1840/3842] lr: 2.070e-02, eta: 5:19:48, time: 1.328, data_time: 0.001, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7534, prec@thr=0.5: 0.8263, recall@top3: 0.8280, prec@top3: 0.6936, recall@top5: 0.9479, prec@top5: 0.4887, loss: 0.0511, grad_norm: 0.2579 2021-04-16 08:29:11,893 - mmaction - INFO - Epoch [7][1860/3842] lr: 2.064e-02, eta: 5:19:19, time: 1.349, data_time: 0.001, memory: 10738, loss_action_cls: 0.0550, recall@thr=0.5: 0.7288, prec@thr=0.5: 0.7989, recall@top3: 0.8163, prec@top3: 0.6742, recall@top5: 0.9398, prec@top5: 0.4798, loss: 0.0550, grad_norm: 0.2702 2021-04-16 08:29:39,294 - mmaction - INFO - Epoch [7][1880/3842] lr: 2.059e-02, eta: 5:18:50, time: 1.370, data_time: 0.006, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7321, prec@thr=0.5: 0.8032, recall@top3: 0.8263, prec@top3: 0.6872, recall@top5: 0.9389, prec@top5: 0.4803, loss: 0.0543, grad_norm: 0.2735 2021-04-16 08:30:07,610 - mmaction - INFO - Epoch [7][1900/3842] lr: 2.054e-02, eta: 5:18:22, time: 1.417, data_time: 0.028, memory: 10738, loss_action_cls: 0.0549, recall@thr=0.5: 0.7300, prec@thr=0.5: 0.8106, recall@top3: 0.8196, prec@top3: 0.6817, recall@top5: 0.9345, prec@top5: 0.4797, loss: 0.0549, grad_norm: 0.2573 2021-04-16 08:30:34,664 - mmaction - INFO - Epoch [7][1920/3842] lr: 2.048e-02, eta: 5:17:52, time: 1.352, data_time: 0.068, memory: 10738, loss_action_cls: 0.0549, recall@thr=0.5: 0.7295, prec@thr=0.5: 0.8035, recall@top3: 0.8113, prec@top3: 0.6884, recall@top5: 0.9355, prec@top5: 0.4877, loss: 0.0549, grad_norm: 0.2719 2021-04-16 08:31:02,814 - mmaction - INFO - Epoch [7][1940/3842] lr: 2.043e-02, eta: 5:17:24, time: 1.408, data_time: 0.195, memory: 10738, loss_action_cls: 0.0513, recall@thr=0.5: 0.7498, prec@thr=0.5: 0.8173, recall@top3: 0.8315, prec@top3: 0.6930, recall@top5: 0.9422, prec@top5: 0.4809, loss: 0.0513, grad_norm: 0.2450 2021-04-16 08:31:30,042 - mmaction - INFO - Epoch [7][1960/3842] lr: 2.037e-02, eta: 5:16:55, time: 1.362, data_time: 0.049, memory: 10738, loss_action_cls: 0.0545, recall@thr=0.5: 0.7411, prec@thr=0.5: 0.8067, recall@top3: 0.8261, prec@top3: 0.6987, recall@top5: 0.9389, prec@top5: 0.4878, loss: 0.0545, grad_norm: 0.2630 2021-04-16 08:31:58,096 - mmaction - INFO - Epoch [7][1980/3842] lr: 2.032e-02, eta: 5:16:26, time: 1.403, data_time: 0.001, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7458, prec@thr=0.5: 0.8094, recall@top3: 0.8185, prec@top3: 0.6861, recall@top5: 0.9376, prec@top5: 0.4845, loss: 0.0538, grad_norm: 0.2599 2021-04-16 08:32:25,880 - mmaction - INFO - Epoch [7][2000/3842] lr: 2.026e-02, eta: 5:15:58, time: 1.388, data_time: 0.001, memory: 10738, loss_action_cls: 0.0542, recall@thr=0.5: 0.7314, prec@thr=0.5: 0.8072, recall@top3: 0.8294, prec@top3: 0.6906, recall@top5: 0.9450, prec@top5: 0.4829, loss: 0.0542, grad_norm: 0.2635 2021-04-16 08:32:53,482 - mmaction - INFO - Epoch [7][2020/3842] lr: 2.021e-02, eta: 5:15:29, time: 1.380, data_time: 0.001, memory: 10738, loss_action_cls: 0.0545, recall@thr=0.5: 0.7566, prec@thr=0.5: 0.8198, recall@top3: 0.8235, prec@top3: 0.6990, recall@top5: 0.9334, prec@top5: 0.4876, loss: 0.0545, grad_norm: 0.2685 2021-04-16 08:33:20,902 - mmaction - INFO - Epoch [7][2040/3842] lr: 2.015e-02, eta: 5:15:00, time: 1.371, data_time: 0.001, memory: 10738, loss_action_cls: 0.0510, recall@thr=0.5: 0.7333, prec@thr=0.5: 0.8142, recall@top3: 0.8328, prec@top3: 0.6939, recall@top5: 0.9434, prec@top5: 0.4825, loss: 0.0510, grad_norm: 0.2703 2021-04-16 08:33:49,982 - mmaction - INFO - Epoch [7][2060/3842] lr: 2.010e-02, eta: 5:14:32, time: 1.452, data_time: 0.001, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7420, prec@thr=0.5: 0.8125, recall@top3: 0.8378, prec@top3: 0.6877, recall@top5: 0.9471, prec@top5: 0.4793, loss: 0.0511, grad_norm: 0.2566 2021-04-16 08:34:18,566 - mmaction - INFO - Epoch [7][2080/3842] lr: 2.005e-02, eta: 5:14:04, time: 1.431, data_time: 0.038, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7474, prec@thr=0.5: 0.8109, recall@top3: 0.8258, prec@top3: 0.6931, recall@top5: 0.9378, prec@top5: 0.4843, loss: 0.0543, grad_norm: 0.2811 2021-04-16 08:34:45,526 - mmaction - INFO - Epoch [7][2100/3842] lr: 1.999e-02, eta: 5:13:35, time: 1.348, data_time: 0.001, memory: 10738, loss_action_cls: 0.0530, recall@thr=0.5: 0.7442, prec@thr=0.5: 0.8173, recall@top3: 0.8245, prec@top3: 0.6752, recall@top5: 0.9369, prec@top5: 0.4729, loss: 0.0530, grad_norm: 0.2519 2021-04-16 08:35:13,331 - mmaction - INFO - Epoch [7][2120/3842] lr: 1.994e-02, eta: 5:13:06, time: 1.390, data_time: 0.046, memory: 10738, loss_action_cls: 0.0532, recall@thr=0.5: 0.7451, prec@thr=0.5: 0.8235, recall@top3: 0.8332, prec@top3: 0.6945, recall@top5: 0.9425, prec@top5: 0.4835, loss: 0.0532, grad_norm: 0.2813 2021-04-16 08:35:39,843 - mmaction - INFO - Epoch [7][2140/3842] lr: 1.988e-02, eta: 5:12:37, time: 1.325, data_time: 0.069, memory: 10738, loss_action_cls: 0.0539, recall@thr=0.5: 0.7390, prec@thr=0.5: 0.8134, recall@top3: 0.8212, prec@top3: 0.6795, recall@top5: 0.9398, prec@top5: 0.4787, loss: 0.0539, grad_norm: 0.2626 2021-04-16 08:36:07,818 - mmaction - INFO - Epoch [7][2160/3842] lr: 1.983e-02, eta: 5:12:08, time: 1.399, data_time: 0.001, memory: 10738, loss_action_cls: 0.0546, recall@thr=0.5: 0.7427, prec@thr=0.5: 0.8090, recall@top3: 0.8192, prec@top3: 0.6860, recall@top5: 0.9427, prec@top5: 0.4879, loss: 0.0546, grad_norm: 0.2619 2021-04-16 08:36:35,222 - mmaction - INFO - Epoch [7][2180/3842] lr: 1.977e-02, eta: 5:11:39, time: 1.370, data_time: 0.001, memory: 10738, loss_action_cls: 0.0529, recall@thr=0.5: 0.7386, prec@thr=0.5: 0.8119, recall@top3: 0.8267, prec@top3: 0.6896, recall@top5: 0.9396, prec@top5: 0.4817, loss: 0.0529, grad_norm: 0.2586 2021-04-16 08:37:03,353 - mmaction - INFO - Epoch [7][2200/3842] lr: 1.972e-02, eta: 5:11:11, time: 1.407, data_time: 0.002, memory: 10738, loss_action_cls: 0.0537, recall@thr=0.5: 0.7394, prec@thr=0.5: 0.8087, recall@top3: 0.8193, prec@top3: 0.6897, recall@top5: 0.9442, prec@top5: 0.4905, loss: 0.0537, grad_norm: 0.2684 2021-04-16 08:37:31,834 - mmaction - INFO - Epoch [7][2220/3842] lr: 1.967e-02, eta: 5:10:43, time: 1.425, data_time: 0.002, memory: 10738, loss_action_cls: 0.0547, recall@thr=0.5: 0.7323, prec@thr=0.5: 0.7991, recall@top3: 0.8153, prec@top3: 0.6841, recall@top5: 0.9359, prec@top5: 0.4832, loss: 0.0547, grad_norm: 0.2747 2021-04-16 08:38:00,793 - mmaction - INFO - Epoch [7][2240/3842] lr: 1.961e-02, eta: 5:10:15, time: 1.448, data_time: 0.184, memory: 10738, loss_action_cls: 0.0516, recall@thr=0.5: 0.7558, prec@thr=0.5: 0.8179, recall@top3: 0.8329, prec@top3: 0.6921, recall@top5: 0.9466, prec@top5: 0.4832, loss: 0.0516, grad_norm: 0.2598 2021-04-16 08:38:27,889 - mmaction - INFO - Epoch [7][2260/3842] lr: 1.956e-02, eta: 5:09:46, time: 1.355, data_time: 0.063, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7579, prec@thr=0.5: 0.8243, recall@top3: 0.8427, prec@top3: 0.7027, recall@top5: 0.9453, prec@top5: 0.4854, loss: 0.0499, grad_norm: 0.2558 2021-04-16 08:38:56,575 - mmaction - INFO - Epoch [7][2280/3842] lr: 1.950e-02, eta: 5:09:17, time: 1.434, data_time: 0.001, memory: 10738, loss_action_cls: 0.0547, recall@thr=0.5: 0.7483, prec@thr=0.5: 0.8118, recall@top3: 0.8307, prec@top3: 0.6962, recall@top5: 0.9390, prec@top5: 0.4859, loss: 0.0547, grad_norm: 0.2677 2021-04-16 08:39:25,059 - mmaction - INFO - Epoch [7][2300/3842] lr: 1.945e-02, eta: 5:08:49, time: 1.424, data_time: 0.001, memory: 10738, loss_action_cls: 0.0532, recall@thr=0.5: 0.7566, prec@thr=0.5: 0.8043, recall@top3: 0.8240, prec@top3: 0.6897, recall@top5: 0.9384, prec@top5: 0.4822, loss: 0.0532, grad_norm: 0.2601 2021-04-16 08:39:52,953 - mmaction - INFO - Epoch [7][2320/3842] lr: 1.940e-02, eta: 5:08:20, time: 1.395, data_time: 0.001, memory: 10738, loss_action_cls: 0.0541, recall@thr=0.5: 0.7383, prec@thr=0.5: 0.8137, recall@top3: 0.8291, prec@top3: 0.6942, recall@top5: 0.9384, prec@top5: 0.4841, loss: 0.0541, grad_norm: 0.2498 2021-04-16 08:40:20,950 - mmaction - INFO - Epoch [7][2340/3842] lr: 1.934e-02, eta: 5:07:52, time: 1.400, data_time: 0.001, memory: 10738, loss_action_cls: 0.0558, recall@thr=0.5: 0.7374, prec@thr=0.5: 0.8025, recall@top3: 0.8114, prec@top3: 0.6903, recall@top5: 0.9314, prec@top5: 0.4869, loss: 0.0558, grad_norm: 0.2695 2021-04-16 08:40:49,756 - mmaction - INFO - Epoch [7][2360/3842] lr: 1.929e-02, eta: 5:07:24, time: 1.439, data_time: 0.001, memory: 10738, loss_action_cls: 0.0539, recall@thr=0.5: 0.7332, prec@thr=0.5: 0.8032, recall@top3: 0.8242, prec@top3: 0.6949, recall@top5: 0.9360, prec@top5: 0.4856, loss: 0.0539, grad_norm: 0.2640 2021-04-16 08:41:18,348 - mmaction - INFO - Epoch [7][2380/3842] lr: 1.924e-02, eta: 5:06:56, time: 1.430, data_time: 0.002, memory: 10738, loss_action_cls: 0.0532, recall@thr=0.5: 0.7312, prec@thr=0.5: 0.8102, recall@top3: 0.8293, prec@top3: 0.6885, recall@top5: 0.9413, prec@top5: 0.4811, loss: 0.0532, grad_norm: 0.2585 2021-04-16 08:41:48,442 - mmaction - INFO - Epoch [7][2400/3842] lr: 1.918e-02, eta: 5:06:28, time: 1.506, data_time: 0.002, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7482, prec@thr=0.5: 0.8015, recall@top3: 0.8244, prec@top3: 0.6872, recall@top5: 0.9379, prec@top5: 0.4823, loss: 0.0538, grad_norm: 0.2666 2021-04-16 08:42:17,036 - mmaction - INFO - Epoch [7][2420/3842] lr: 1.913e-02, eta: 5:06:00, time: 1.429, data_time: 0.001, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7523, prec@thr=0.5: 0.8180, recall@top3: 0.8345, prec@top3: 0.7016, recall@top5: 0.9411, prec@top5: 0.4882, loss: 0.0527, grad_norm: 0.2545 2021-04-16 08:42:44,417 - mmaction - INFO - Epoch [7][2440/3842] lr: 1.908e-02, eta: 5:05:31, time: 1.368, data_time: 0.033, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7563, prec@thr=0.5: 0.8286, recall@top3: 0.8336, prec@top3: 0.7029, recall@top5: 0.9468, prec@top5: 0.4904, loss: 0.0506, grad_norm: 0.2534 2021-04-16 08:43:12,786 - mmaction - INFO - Epoch [7][2460/3842] lr: 1.902e-02, eta: 5:05:03, time: 1.419, data_time: 0.151, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7558, prec@thr=0.5: 0.8276, recall@top3: 0.8382, prec@top3: 0.6964, recall@top5: 0.9472, prec@top5: 0.4838, loss: 0.0514, grad_norm: 0.2686 2021-04-16 08:43:41,134 - mmaction - INFO - Epoch [7][2480/3842] lr: 1.897e-02, eta: 5:04:34, time: 1.418, data_time: 0.001, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7604, prec@thr=0.5: 0.8184, recall@top3: 0.8331, prec@top3: 0.7011, recall@top5: 0.9460, prec@top5: 0.4896, loss: 0.0527, grad_norm: 0.2669 2021-04-16 08:44:08,462 - mmaction - INFO - Epoch [7][2500/3842] lr: 1.892e-02, eta: 5:04:05, time: 1.365, data_time: 0.005, memory: 10738, loss_action_cls: 0.0517, recall@thr=0.5: 0.7483, prec@thr=0.5: 0.8155, recall@top3: 0.8307, prec@top3: 0.6996, recall@top5: 0.9441, prec@top5: 0.4871, loss: 0.0517, grad_norm: 0.2598 2021-04-16 08:44:34,906 - mmaction - INFO - Epoch [7][2520/3842] lr: 1.886e-02, eta: 5:03:36, time: 1.323, data_time: 0.002, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7573, prec@thr=0.5: 0.8221, recall@top3: 0.8336, prec@top3: 0.6954, recall@top5: 0.9449, prec@top5: 0.4855, loss: 0.0511, grad_norm: 0.2571 2021-04-16 08:45:02,216 - mmaction - INFO - Epoch [7][2540/3842] lr: 1.881e-02, eta: 5:03:07, time: 1.365, data_time: 0.001, memory: 10738, loss_action_cls: 0.0536, recall@thr=0.5: 0.7392, prec@thr=0.5: 0.8034, recall@top3: 0.8201, prec@top3: 0.6985, recall@top5: 0.9413, prec@top5: 0.4922, loss: 0.0536, grad_norm: 0.2606 2021-04-16 08:45:31,328 - mmaction - INFO - Epoch [7][2560/3842] lr: 1.876e-02, eta: 5:02:39, time: 1.455, data_time: 0.110, memory: 10738, loss_action_cls: 0.0566, recall@thr=0.5: 0.7319, prec@thr=0.5: 0.8041, recall@top3: 0.8123, prec@top3: 0.6894, recall@top5: 0.9339, prec@top5: 0.4884, loss: 0.0566, grad_norm: 0.2741 2021-04-16 08:45:58,072 - mmaction - INFO - Epoch [7][2580/3842] lr: 1.870e-02, eta: 5:02:10, time: 1.338, data_time: 0.002, memory: 10738, loss_action_cls: 0.0543, recall@thr=0.5: 0.7381, prec@thr=0.5: 0.8193, recall@top3: 0.8229, prec@top3: 0.6943, recall@top5: 0.9403, prec@top5: 0.4879, loss: 0.0543, grad_norm: 0.2685 2021-04-16 08:46:26,533 - mmaction - INFO - Epoch [7][2600/3842] lr: 1.865e-02, eta: 5:01:42, time: 1.424, data_time: 0.030, memory: 10738, loss_action_cls: 0.0547, recall@thr=0.5: 0.7363, prec@thr=0.5: 0.8083, recall@top3: 0.8256, prec@top3: 0.6891, recall@top5: 0.9367, prec@top5: 0.4816, loss: 0.0547, grad_norm: 0.2658 2021-04-16 08:46:55,599 - mmaction - INFO - Epoch [7][2620/3842] lr: 1.860e-02, eta: 5:01:14, time: 1.453, data_time: 0.001, memory: 10738, loss_action_cls: 0.0537, recall@thr=0.5: 0.7296, prec@thr=0.5: 0.8029, recall@top3: 0.8161, prec@top3: 0.6663, recall@top5: 0.9348, prec@top5: 0.4684, loss: 0.0537, grad_norm: 0.2696 2021-04-16 08:47:22,520 - mmaction - INFO - Epoch [7][2640/3842] lr: 1.854e-02, eta: 5:00:45, time: 1.346, data_time: 0.001, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7507, prec@thr=0.5: 0.8197, recall@top3: 0.8305, prec@top3: 0.6997, recall@top5: 0.9387, prec@top5: 0.4847, loss: 0.0521, grad_norm: 0.2578 2021-04-16 08:47:50,661 - mmaction - INFO - Epoch [7][2660/3842] lr: 1.849e-02, eta: 5:00:16, time: 1.406, data_time: 0.001, memory: 10738, loss_action_cls: 0.0526, recall@thr=0.5: 0.7422, prec@thr=0.5: 0.8110, recall@top3: 0.8315, prec@top3: 0.6901, recall@top5: 0.9421, prec@top5: 0.4813, loss: 0.0526, grad_norm: 0.2595 2021-04-16 08:48:20,051 - mmaction - INFO - Epoch [7][2680/3842] lr: 1.844e-02, eta: 4:59:48, time: 1.470, data_time: 0.002, memory: 10738, loss_action_cls: 0.0519, recall@thr=0.5: 0.7483, prec@thr=0.5: 0.8256, recall@top3: 0.8301, prec@top3: 0.6846, recall@top5: 0.9435, prec@top5: 0.4791, loss: 0.0519, grad_norm: 0.2665 2021-04-16 08:48:47,404 - mmaction - INFO - Epoch [7][2700/3842] lr: 1.839e-02, eta: 4:59:20, time: 1.367, data_time: 0.005, memory: 10738, loss_action_cls: 0.0534, recall@thr=0.5: 0.7467, prec@thr=0.5: 0.8132, recall@top3: 0.8230, prec@top3: 0.6876, recall@top5: 0.9391, prec@top5: 0.4819, loss: 0.0534, grad_norm: 0.2519 2021-04-16 08:49:15,653 - mmaction - INFO - Epoch [7][2720/3842] lr: 1.833e-02, eta: 4:58:51, time: 1.412, data_time: 0.001, memory: 10738, loss_action_cls: 0.0516, recall@thr=0.5: 0.7542, prec@thr=0.5: 0.8272, recall@top3: 0.8333, prec@top3: 0.6996, recall@top5: 0.9469, prec@top5: 0.4905, loss: 0.0516, grad_norm: 0.2624 2021-04-16 08:49:43,005 - mmaction - INFO - Epoch [7][2740/3842] lr: 1.828e-02, eta: 4:58:22, time: 1.368, data_time: 0.001, memory: 10738, loss_action_cls: 0.0528, recall@thr=0.5: 0.7529, prec@thr=0.5: 0.8176, recall@top3: 0.8263, prec@top3: 0.6946, recall@top5: 0.9408, prec@top5: 0.4867, loss: 0.0528, grad_norm: 0.2542 2021-04-16 08:50:09,597 - mmaction - INFO - Epoch [7][2760/3842] lr: 1.823e-02, eta: 4:57:53, time: 1.330, data_time: 0.001, memory: 10738, loss_action_cls: 0.0541, recall@thr=0.5: 0.7545, prec@thr=0.5: 0.8120, recall@top3: 0.8256, prec@top3: 0.7024, recall@top5: 0.9394, prec@top5: 0.4924, loss: 0.0541, grad_norm: 0.2684 2021-04-16 08:50:37,678 - mmaction - INFO - Epoch [7][2780/3842] lr: 1.817e-02, eta: 4:57:25, time: 1.404, data_time: 0.081, memory: 10738, loss_action_cls: 0.0513, recall@thr=0.5: 0.7552, prec@thr=0.5: 0.8129, recall@top3: 0.8350, prec@top3: 0.6904, recall@top5: 0.9430, prec@top5: 0.4814, loss: 0.0513, grad_norm: 0.2613 2021-04-16 08:51:07,192 - mmaction - INFO - Epoch [7][2800/3842] lr: 1.812e-02, eta: 4:56:57, time: 1.475, data_time: 0.249, memory: 10738, loss_action_cls: 0.0510, recall@thr=0.5: 0.7638, prec@thr=0.5: 0.8234, recall@top3: 0.8424, prec@top3: 0.7045, recall@top5: 0.9453, prec@top5: 0.4868, loss: 0.0510, grad_norm: 0.2653 2021-04-16 08:51:34,265 - mmaction - INFO - Epoch [7][2820/3842] lr: 1.807e-02, eta: 4:56:28, time: 1.352, data_time: 0.001, memory: 10738, loss_action_cls: 0.0513, recall@thr=0.5: 0.7505, prec@thr=0.5: 0.8123, recall@top3: 0.8327, prec@top3: 0.6875, recall@top5: 0.9437, prec@top5: 0.4806, loss: 0.0513, grad_norm: 0.2625 2021-04-16 08:52:01,864 - mmaction - INFO - Epoch [7][2840/3842] lr: 1.802e-02, eta: 4:55:59, time: 1.380, data_time: 0.059, memory: 10738, loss_action_cls: 0.0510, recall@thr=0.5: 0.7601, prec@thr=0.5: 0.8198, recall@top3: 0.8324, prec@top3: 0.7007, recall@top5: 0.9458, prec@top5: 0.4901, loss: 0.0510, grad_norm: 0.2734 2021-04-16 08:52:28,798 - mmaction - INFO - Epoch [7][2860/3842] lr: 1.797e-02, eta: 4:55:30, time: 1.347, data_time: 0.002, memory: 10738, loss_action_cls: 0.0536, recall@thr=0.5: 0.7421, prec@thr=0.5: 0.8166, recall@top3: 0.8221, prec@top3: 0.6864, recall@top5: 0.9404, prec@top5: 0.4841, loss: 0.0536, grad_norm: 0.2575 2021-04-16 08:52:57,087 - mmaction - INFO - Epoch [7][2880/3842] lr: 1.791e-02, eta: 4:55:02, time: 1.415, data_time: 0.008, memory: 10738, loss_action_cls: 0.0539, recall@thr=0.5: 0.7462, prec@thr=0.5: 0.8161, recall@top3: 0.8274, prec@top3: 0.7051, recall@top5: 0.9404, prec@top5: 0.4929, loss: 0.0539, grad_norm: 0.2635 2021-04-16 08:53:27,495 - mmaction - INFO - Epoch [7][2900/3842] lr: 1.786e-02, eta: 4:54:34, time: 1.521, data_time: 0.152, memory: 10738, loss_action_cls: 0.0531, recall@thr=0.5: 0.7456, prec@thr=0.5: 0.8267, recall@top3: 0.8273, prec@top3: 0.6882, recall@top5: 0.9359, prec@top5: 0.4798, loss: 0.0531, grad_norm: 0.2610 2021-04-16 08:53:54,986 - mmaction - INFO - Epoch [7][2920/3842] lr: 1.781e-02, eta: 4:54:06, time: 1.374, data_time: 0.012, memory: 10738, loss_action_cls: 0.0530, recall@thr=0.5: 0.7572, prec@thr=0.5: 0.8190, recall@top3: 0.8252, prec@top3: 0.7039, recall@top5: 0.9431, prec@top5: 0.4972, loss: 0.0530, grad_norm: 0.2631 2021-04-16 08:54:23,095 - mmaction - INFO - Epoch [7][2940/3842] lr: 1.776e-02, eta: 4:53:37, time: 1.406, data_time: 0.088, memory: 10738, loss_action_cls: 0.0553, recall@thr=0.5: 0.7418, prec@thr=0.5: 0.8069, recall@top3: 0.8235, prec@top3: 0.6834, recall@top5: 0.9360, prec@top5: 0.4783, loss: 0.0553, grad_norm: 0.2733 2021-04-16 08:54:49,737 - mmaction - INFO - Epoch [7][2960/3842] lr: 1.770e-02, eta: 4:53:08, time: 1.332, data_time: 0.001, memory: 10738, loss_action_cls: 0.0529, recall@thr=0.5: 0.7416, prec@thr=0.5: 0.8126, recall@top3: 0.8294, prec@top3: 0.6961, recall@top5: 0.9407, prec@top5: 0.4853, loss: 0.0529, grad_norm: 0.2503 2021-04-16 08:55:18,720 - mmaction - INFO - Epoch [7][2980/3842] lr: 1.765e-02, eta: 4:52:40, time: 1.449, data_time: 0.001, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7506, prec@thr=0.5: 0.8227, recall@top3: 0.8270, prec@top3: 0.6949, recall@top5: 0.9401, prec@top5: 0.4863, loss: 0.0527, grad_norm: 0.2658 2021-04-16 08:55:45,559 - mmaction - INFO - Epoch [7][3000/3842] lr: 1.760e-02, eta: 4:52:11, time: 1.341, data_time: 0.001, memory: 10738, loss_action_cls: 0.0509, recall@thr=0.5: 0.7469, prec@thr=0.5: 0.8205, recall@top3: 0.8334, prec@top3: 0.6981, recall@top5: 0.9466, prec@top5: 0.4888, loss: 0.0509, grad_norm: 0.2575 2021-04-16 08:56:14,001 - mmaction - INFO - Epoch [7][3020/3842] lr: 1.755e-02, eta: 4:51:43, time: 1.423, data_time: 0.047, memory: 10738, loss_action_cls: 0.0523, recall@thr=0.5: 0.7425, prec@thr=0.5: 0.8159, recall@top3: 0.8289, prec@top3: 0.6875, recall@top5: 0.9453, prec@top5: 0.4836, loss: 0.0523, grad_norm: 0.2796 2021-04-16 08:56:42,106 - mmaction - INFO - Epoch [7][3040/3842] lr: 1.750e-02, eta: 4:51:14, time: 1.405, data_time: 0.001, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7630, prec@thr=0.5: 0.8212, recall@top3: 0.8336, prec@top3: 0.6903, recall@top5: 0.9419, prec@top5: 0.4798, loss: 0.0521, grad_norm: 0.2536 2021-04-16 08:57:09,808 - mmaction - INFO - Epoch [7][3060/3842] lr: 1.744e-02, eta: 4:50:45, time: 1.385, data_time: 0.001, memory: 10738, loss_action_cls: 0.0516, recall@thr=0.5: 0.7531, prec@thr=0.5: 0.8249, recall@top3: 0.8302, prec@top3: 0.6944, recall@top5: 0.9455, prec@top5: 0.4872, loss: 0.0516, grad_norm: 0.2597 2021-04-16 08:57:38,718 - mmaction - INFO - Epoch [7][3080/3842] lr: 1.739e-02, eta: 4:50:17, time: 1.444, data_time: 0.001, memory: 10738, loss_action_cls: 0.0542, recall@thr=0.5: 0.7406, prec@thr=0.5: 0.8092, recall@top3: 0.8189, prec@top3: 0.6849, recall@top5: 0.9342, prec@top5: 0.4797, loss: 0.0542, grad_norm: 0.2628 2021-04-16 08:58:05,508 - mmaction - INFO - Epoch [7][3100/3842] lr: 1.734e-02, eta: 4:49:48, time: 1.340, data_time: 0.030, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7452, prec@thr=0.5: 0.8157, recall@top3: 0.8238, prec@top3: 0.6949, recall@top5: 0.9417, prec@top5: 0.4887, loss: 0.0527, grad_norm: 0.2636 2021-04-16 08:58:33,898 - mmaction - INFO - Epoch [7][3120/3842] lr: 1.729e-02, eta: 4:49:20, time: 1.421, data_time: 0.162, memory: 10738, loss_action_cls: 0.0530, recall@thr=0.5: 0.7436, prec@thr=0.5: 0.8104, recall@top3: 0.8247, prec@top3: 0.6822, recall@top5: 0.9406, prec@top5: 0.4791, loss: 0.0530, grad_norm: 0.2639 2021-04-16 08:59:01,911 - mmaction - INFO - Epoch [7][3140/3842] lr: 1.724e-02, eta: 4:48:51, time: 1.399, data_time: 0.063, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7564, prec@thr=0.5: 0.8301, recall@top3: 0.8408, prec@top3: 0.7009, recall@top5: 0.9425, prec@top5: 0.4843, loss: 0.0512, grad_norm: 0.2548 2021-04-16 08:59:29,450 - mmaction - INFO - Epoch [7][3160/3842] lr: 1.719e-02, eta: 4:48:23, time: 1.378, data_time: 0.041, memory: 10738, loss_action_cls: 0.0522, recall@thr=0.5: 0.7399, prec@thr=0.5: 0.8133, recall@top3: 0.8279, prec@top3: 0.6909, recall@top5: 0.9391, prec@top5: 0.4819, loss: 0.0522, grad_norm: 0.2659 2021-04-16 08:59:57,382 - mmaction - INFO - Epoch [7][3180/3842] lr: 1.713e-02, eta: 4:47:54, time: 1.396, data_time: 0.002, memory: 10738, loss_action_cls: 0.0525, recall@thr=0.5: 0.7463, prec@thr=0.5: 0.8148, recall@top3: 0.8266, prec@top3: 0.6873, recall@top5: 0.9397, prec@top5: 0.4803, loss: 0.0525, grad_norm: 0.2715 2021-04-16 09:00:26,354 - mmaction - INFO - Epoch [7][3200/3842] lr: 1.708e-02, eta: 4:47:26, time: 1.448, data_time: 0.002, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7407, prec@thr=0.5: 0.7985, recall@top3: 0.8287, prec@top3: 0.6960, recall@top5: 0.9434, prec@top5: 0.4863, loss: 0.0533, grad_norm: 0.2694 2021-04-16 09:00:52,423 - mmaction - INFO - Epoch [7][3220/3842] lr: 1.703e-02, eta: 4:46:57, time: 1.305, data_time: 0.003, memory: 10738, loss_action_cls: 0.0537, recall@thr=0.5: 0.7463, prec@thr=0.5: 0.8138, recall@top3: 0.8248, prec@top3: 0.6898, recall@top5: 0.9300, prec@top5: 0.4789, loss: 0.0537, grad_norm: 0.2571 2021-04-16 09:01:20,455 - mmaction - INFO - Epoch [7][3240/3842] lr: 1.698e-02, eta: 4:46:28, time: 1.401, data_time: 0.001, memory: 10738, loss_action_cls: 0.0525, recall@thr=0.5: 0.7462, prec@thr=0.5: 0.8169, recall@top3: 0.8243, prec@top3: 0.6811, recall@top5: 0.9395, prec@top5: 0.4778, loss: 0.0525, grad_norm: 0.2593 2021-04-16 09:01:47,522 - mmaction - INFO - Epoch [7][3260/3842] lr: 1.693e-02, eta: 4:45:59, time: 1.354, data_time: 0.001, memory: 10738, loss_action_cls: 0.0513, recall@thr=0.5: 0.7540, prec@thr=0.5: 0.8172, recall@top3: 0.8361, prec@top3: 0.7014, recall@top5: 0.9487, prec@top5: 0.4900, loss: 0.0513, grad_norm: 0.2580 2021-04-16 09:02:14,984 - mmaction - INFO - Epoch [7][3280/3842] lr: 1.688e-02, eta: 4:45:30, time: 1.373, data_time: 0.001, memory: 10738, loss_action_cls: 0.0528, recall@thr=0.5: 0.7421, prec@thr=0.5: 0.8098, recall@top3: 0.8305, prec@top3: 0.6897, recall@top5: 0.9434, prec@top5: 0.4821, loss: 0.0528, grad_norm: 0.2717 2021-04-16 09:02:45,176 - mmaction - INFO - Epoch [7][3300/3842] lr: 1.683e-02, eta: 4:45:03, time: 1.510, data_time: 0.001, memory: 10738, loss_action_cls: 0.0522, recall@thr=0.5: 0.7486, prec@thr=0.5: 0.8072, recall@top3: 0.8329, prec@top3: 0.7031, recall@top5: 0.9458, prec@top5: 0.4891, loss: 0.0522, grad_norm: 0.2527 2021-04-16 09:03:14,056 - mmaction - INFO - Epoch [7][3320/3842] lr: 1.678e-02, eta: 4:44:35, time: 1.444, data_time: 0.001, memory: 10738, loss_action_cls: 0.0548, recall@thr=0.5: 0.7337, prec@thr=0.5: 0.8129, recall@top3: 0.8203, prec@top3: 0.6878, recall@top5: 0.9343, prec@top5: 0.4801, loss: 0.0548, grad_norm: 0.2599 2021-04-16 09:03:42,370 - mmaction - INFO - Epoch [7][3340/3842] lr: 1.672e-02, eta: 4:44:07, time: 1.415, data_time: 0.178, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7583, prec@thr=0.5: 0.8283, recall@top3: 0.8350, prec@top3: 0.6907, recall@top5: 0.9435, prec@top5: 0.4819, loss: 0.0503, grad_norm: 0.2561 2021-04-16 09:04:10,231 - mmaction - INFO - Epoch [7][3360/3842] lr: 1.667e-02, eta: 4:43:38, time: 1.394, data_time: 0.086, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7568, prec@thr=0.5: 0.8241, recall@top3: 0.8355, prec@top3: 0.7040, recall@top5: 0.9445, prec@top5: 0.4892, loss: 0.0520, grad_norm: 0.2604 2021-04-16 09:04:38,982 - mmaction - INFO - Epoch [7][3380/3842] lr: 1.662e-02, eta: 4:43:10, time: 1.437, data_time: 0.001, memory: 10738, loss_action_cls: 0.0542, recall@thr=0.5: 0.7462, prec@thr=0.5: 0.8127, recall@top3: 0.8251, prec@top3: 0.6951, recall@top5: 0.9376, prec@top5: 0.4873, loss: 0.0542, grad_norm: 0.2594 2021-04-16 09:05:07,463 - mmaction - INFO - Epoch [7][3400/3842] lr: 1.657e-02, eta: 4:42:42, time: 1.425, data_time: 0.002, memory: 10738, loss_action_cls: 0.0539, recall@thr=0.5: 0.7454, prec@thr=0.5: 0.8153, recall@top3: 0.8268, prec@top3: 0.6814, recall@top5: 0.9410, prec@top5: 0.4789, loss: 0.0539, grad_norm: 0.2706 2021-04-16 09:05:34,710 - mmaction - INFO - Epoch [7][3420/3842] lr: 1.652e-02, eta: 4:42:13, time: 1.360, data_time: 0.005, memory: 10738, loss_action_cls: 0.0548, recall@thr=0.5: 0.7313, prec@thr=0.5: 0.7972, recall@top3: 0.8145, prec@top3: 0.6758, recall@top5: 0.9354, prec@top5: 0.4764, loss: 0.0548, grad_norm: 0.2731 2021-04-16 09:06:04,954 - mmaction - INFO - Epoch [7][3440/3842] lr: 1.647e-02, eta: 4:41:45, time: 1.514, data_time: 0.003, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7519, prec@thr=0.5: 0.8358, recall@top3: 0.8393, prec@top3: 0.6960, recall@top5: 0.9475, prec@top5: 0.4836, loss: 0.0501, grad_norm: 0.2644 2021-04-16 09:06:34,681 - mmaction - INFO - Epoch [7][3460/3842] lr: 1.642e-02, eta: 4:41:17, time: 1.487, data_time: 0.001, memory: 10738, loss_action_cls: 0.0518, recall@thr=0.5: 0.7581, prec@thr=0.5: 0.8191, recall@top3: 0.8282, prec@top3: 0.6973, recall@top5: 0.9433, prec@top5: 0.4890, loss: 0.0518, grad_norm: 0.2751 2021-04-16 09:07:05,376 - mmaction - INFO - Epoch [7][3480/3842] lr: 1.637e-02, eta: 4:40:50, time: 1.535, data_time: 0.062, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7373, prec@thr=0.5: 0.8117, recall@top3: 0.8206, prec@top3: 0.6934, recall@top5: 0.9360, prec@top5: 0.4875, loss: 0.0533, grad_norm: 0.2726 2021-04-16 09:07:32,250 - mmaction - INFO - Epoch [7][3500/3842] lr: 1.632e-02, eta: 4:40:21, time: 1.343, data_time: 0.001, memory: 10738, loss_action_cls: 0.0529, recall@thr=0.5: 0.7470, prec@thr=0.5: 0.8180, recall@top3: 0.8298, prec@top3: 0.6790, recall@top5: 0.9398, prec@top5: 0.4739, loss: 0.0529, grad_norm: 0.2575 2021-04-16 09:08:00,963 - mmaction - INFO - Epoch [7][3520/3842] lr: 1.627e-02, eta: 4:39:53, time: 1.437, data_time: 0.143, memory: 10738, loss_action_cls: 0.0550, recall@thr=0.5: 0.7411, prec@thr=0.5: 0.8169, recall@top3: 0.8232, prec@top3: 0.6884, recall@top5: 0.9366, prec@top5: 0.4812, loss: 0.0550, grad_norm: 0.2794 2021-04-16 09:08:28,715 - mmaction - INFO - Epoch [7][3540/3842] lr: 1.622e-02, eta: 4:39:24, time: 1.387, data_time: 0.001, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7553, prec@thr=0.5: 0.8279, recall@top3: 0.8363, prec@top3: 0.6998, recall@top5: 0.9403, prec@top5: 0.4823, loss: 0.0515, grad_norm: 0.2521 2021-04-16 09:08:56,775 - mmaction - INFO - Epoch [7][3560/3842] lr: 1.617e-02, eta: 4:38:56, time: 1.404, data_time: 0.002, memory: 10738, loss_action_cls: 0.0546, recall@thr=0.5: 0.7381, prec@thr=0.5: 0.8149, recall@top3: 0.8167, prec@top3: 0.6894, recall@top5: 0.9352, prec@top5: 0.4845, loss: 0.0546, grad_norm: 0.2735 2021-04-16 09:09:22,761 - mmaction - INFO - Epoch [7][3580/3842] lr: 1.612e-02, eta: 4:38:26, time: 1.298, data_time: 0.084, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7554, prec@thr=0.5: 0.8354, recall@top3: 0.8363, prec@top3: 0.6964, recall@top5: 0.9408, prec@top5: 0.4842, loss: 0.0520, grad_norm: 0.2610 2021-04-16 09:09:53,009 - mmaction - INFO - Epoch [7][3600/3842] lr: 1.607e-02, eta: 4:37:59, time: 1.512, data_time: 0.001, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7704, prec@thr=0.5: 0.8261, recall@top3: 0.8422, prec@top3: 0.7116, recall@top5: 0.9505, prec@top5: 0.4939, loss: 0.0497, grad_norm: 0.2584 2021-04-16 09:10:20,238 - mmaction - INFO - Epoch [7][3620/3842] lr: 1.601e-02, eta: 4:37:30, time: 1.362, data_time: 0.001, memory: 10738, loss_action_cls: 0.0523, recall@thr=0.5: 0.7477, prec@thr=0.5: 0.8170, recall@top3: 0.8333, prec@top3: 0.6870, recall@top5: 0.9416, prec@top5: 0.4776, loss: 0.0523, grad_norm: 0.2727 2021-04-16 09:10:50,498 - mmaction - INFO - Epoch [7][3640/3842] lr: 1.596e-02, eta: 4:37:03, time: 1.512, data_time: 0.202, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7621, prec@thr=0.5: 0.8141, recall@top3: 0.8257, prec@top3: 0.6898, recall@top5: 0.9396, prec@top5: 0.4833, loss: 0.0511, grad_norm: 0.2680 2021-04-16 09:11:19,769 - mmaction - INFO - Epoch [7][3660/3842] lr: 1.591e-02, eta: 4:36:35, time: 1.464, data_time: 0.020, memory: 10738, loss_action_cls: 0.0551, recall@thr=0.5: 0.7512, prec@thr=0.5: 0.8163, recall@top3: 0.8246, prec@top3: 0.6930, recall@top5: 0.9311, prec@top5: 0.4822, loss: 0.0551, grad_norm: 0.2704 2021-04-16 09:11:49,684 - mmaction - INFO - Epoch [7][3680/3842] lr: 1.586e-02, eta: 4:36:07, time: 1.494, data_time: 0.001, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7443, prec@thr=0.5: 0.8171, recall@top3: 0.8233, prec@top3: 0.6974, recall@top5: 0.9398, prec@top5: 0.4913, loss: 0.0527, grad_norm: 0.2638 2021-04-16 09:12:17,603 - mmaction - INFO - Epoch [7][3700/3842] lr: 1.581e-02, eta: 4:35:38, time: 1.397, data_time: 0.003, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7426, prec@thr=0.5: 0.8094, recall@top3: 0.8178, prec@top3: 0.6874, recall@top5: 0.9407, prec@top5: 0.4871, loss: 0.0538, grad_norm: 0.2792 2021-04-16 09:12:45,801 - mmaction - INFO - Epoch [7][3720/3842] lr: 1.576e-02, eta: 4:35:10, time: 1.410, data_time: 0.002, memory: 10738, loss_action_cls: 0.0523, recall@thr=0.5: 0.7457, prec@thr=0.5: 0.8223, recall@top3: 0.8160, prec@top3: 0.6919, recall@top5: 0.9383, prec@top5: 0.4894, loss: 0.0523, grad_norm: 0.2781 2021-04-16 09:13:12,988 - mmaction - INFO - Epoch [7][3740/3842] lr: 1.571e-02, eta: 4:34:41, time: 1.359, data_time: 0.068, memory: 10738, loss_action_cls: 0.0516, recall@thr=0.5: 0.7564, prec@thr=0.5: 0.8215, recall@top3: 0.8340, prec@top3: 0.6910, recall@top5: 0.9442, prec@top5: 0.4821, loss: 0.0516, grad_norm: 0.2656 2021-04-16 09:13:40,879 - mmaction - INFO - Epoch [7][3760/3842] lr: 1.566e-02, eta: 4:34:13, time: 1.395, data_time: 0.001, memory: 10738, loss_action_cls: 0.0518, recall@thr=0.5: 0.7522, prec@thr=0.5: 0.8188, recall@top3: 0.8299, prec@top3: 0.6937, recall@top5: 0.9412, prec@top5: 0.4845, loss: 0.0518, grad_norm: 0.2576 2021-04-16 09:14:08,932 - mmaction - INFO - Epoch [7][3780/3842] lr: 1.561e-02, eta: 4:33:44, time: 1.402, data_time: 0.001, memory: 10738, loss_action_cls: 0.0530, recall@thr=0.5: 0.7445, prec@thr=0.5: 0.8068, recall@top3: 0.8258, prec@top3: 0.6857, recall@top5: 0.9383, prec@top5: 0.4777, loss: 0.0530, grad_norm: 0.2634 2021-04-16 09:14:39,349 - mmaction - INFO - Epoch [7][3800/3842] lr: 1.556e-02, eta: 4:33:17, time: 1.522, data_time: 0.104, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7550, prec@thr=0.5: 0.8330, recall@top3: 0.8386, prec@top3: 0.6959, recall@top5: 0.9464, prec@top5: 0.4841, loss: 0.0521, grad_norm: 0.2619 2021-04-16 09:15:07,480 - mmaction - INFO - Epoch [7][3820/3842] lr: 1.552e-02, eta: 4:32:48, time: 1.406, data_time: 0.155, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7483, prec@thr=0.5: 0.8128, recall@top3: 0.8307, prec@top3: 0.6898, recall@top5: 0.9423, prec@top5: 0.4812, loss: 0.0527, grad_norm: 0.2744 2021-04-16 09:15:36,059 - mmaction - INFO - Epoch [7][3840/3842] lr: 1.547e-02, eta: 4:32:20, time: 1.429, data_time: 0.002, memory: 10738, loss_action_cls: 0.0517, recall@thr=0.5: 0.7564, prec@thr=0.5: 0.8173, recall@top3: 0.8336, prec@top3: 0.7039, recall@top5: 0.9430, prec@top5: 0.4903, loss: 0.0517, grad_norm: 0.2696 2021-04-16 09:15:42,435 - mmaction - INFO - Saving checkpoint at 7 epochs 2021-04-16 09:39:04,636 - mmaction - INFO - Evaluating mAP ... 2021-04-16 09:46:19,218 - mmaction - INFO - mAP@0.5IOU 0.2684 2021-04-16 09:46:19,837 - mmaction - INFO - Now best checkpoint is saved as best_mAP@0.5IOU_epoch_7.pth. 2021-04-16 09:46:19,837 - mmaction - INFO - Best mAP@0.5IOU is 0.2684 at 7 epoch. 2021-04-16 09:46:21,243 - mmaction - INFO - Epoch(val) [7][3842] mAP@0.5IOU: 0.2684 2021-04-16 09:47:32,072 - mmaction - INFO - Epoch [8][20/3842] lr: 1.541e-02, eta: 4:32:06, time: 3.541, data_time: 2.272, memory: 10738, loss_action_cls: 0.0528, recall@thr=0.5: 0.7430, prec@thr=0.5: 0.8135, recall@top3: 0.8272, prec@top3: 0.6916, recall@top5: 0.9434, prec@top5: 0.4867, loss: 0.0528, grad_norm: 0.2531 2021-04-16 09:48:01,078 - mmaction - INFO - Epoch [8][40/3842] lr: 1.536e-02, eta: 4:31:38, time: 1.450, data_time: 0.026, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7696, prec@thr=0.5: 0.8301, recall@top3: 0.8373, prec@top3: 0.6930, recall@top5: 0.9457, prec@top5: 0.4845, loss: 0.0499, grad_norm: 0.2609 2021-04-16 09:48:28,656 - mmaction - INFO - Epoch [8][60/3842] lr: 1.531e-02, eta: 4:31:09, time: 1.378, data_time: 0.001, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7683, prec@thr=0.5: 0.8245, recall@top3: 0.8355, prec@top3: 0.7089, recall@top5: 0.9425, prec@top5: 0.4926, loss: 0.0515, grad_norm: 0.2777 2021-04-16 09:48:56,116 - mmaction - INFO - Epoch [8][80/3842] lr: 1.526e-02, eta: 4:30:40, time: 1.374, data_time: 0.008, memory: 10738, loss_action_cls: 0.0522, recall@thr=0.5: 0.7522, prec@thr=0.5: 0.8246, recall@top3: 0.8299, prec@top3: 0.7065, recall@top5: 0.9381, prec@top5: 0.4924, loss: 0.0522, grad_norm: 0.2582 2021-04-16 09:49:25,220 - mmaction - INFO - Epoch [8][100/3842] lr: 1.521e-02, eta: 4:30:12, time: 1.455, data_time: 0.206, memory: 10738, loss_action_cls: 0.0525, recall@thr=0.5: 0.7456, prec@thr=0.5: 0.8161, recall@top3: 0.8229, prec@top3: 0.6923, recall@top5: 0.9377, prec@top5: 0.4865, loss: 0.0525, grad_norm: 0.2599 2021-04-16 09:49:53,026 - mmaction - INFO - Epoch [8][120/3842] lr: 1.516e-02, eta: 4:29:44, time: 1.390, data_time: 0.077, memory: 10738, loss_action_cls: 0.0529, recall@thr=0.5: 0.7306, prec@thr=0.5: 0.8122, recall@top3: 0.8329, prec@top3: 0.6874, recall@top5: 0.9408, prec@top5: 0.4778, loss: 0.0529, grad_norm: 0.2750 2021-04-16 09:50:20,542 - mmaction - INFO - Epoch [8][140/3842] lr: 1.511e-02, eta: 4:29:15, time: 1.375, data_time: 0.014, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7788, prec@thr=0.5: 0.8304, recall@top3: 0.8487, prec@top3: 0.7080, recall@top5: 0.9520, prec@top5: 0.4890, loss: 0.0490, grad_norm: 0.2713 2021-04-16 09:50:48,072 - mmaction - INFO - Epoch [8][160/3842] lr: 1.507e-02, eta: 4:28:46, time: 1.376, data_time: 0.001, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7571, prec@thr=0.5: 0.8250, recall@top3: 0.8387, prec@top3: 0.6884, recall@top5: 0.9493, prec@top5: 0.4814, loss: 0.0496, grad_norm: 0.2602 2021-04-16 09:51:17,827 - mmaction - INFO - Epoch [8][180/3842] lr: 1.502e-02, eta: 4:28:18, time: 1.488, data_time: 0.001, memory: 10738, loss_action_cls: 0.0491, recall@thr=0.5: 0.7719, prec@thr=0.5: 0.8288, recall@top3: 0.8413, prec@top3: 0.6987, recall@top5: 0.9495, prec@top5: 0.4853, loss: 0.0491, grad_norm: 0.2626 2021-04-16 09:51:47,555 - mmaction - INFO - Epoch [8][200/3842] lr: 1.497e-02, eta: 4:27:50, time: 1.487, data_time: 0.254, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7643, prec@thr=0.5: 0.8294, recall@top3: 0.8429, prec@top3: 0.7095, recall@top5: 0.9464, prec@top5: 0.4916, loss: 0.0501, grad_norm: 0.2719 2021-04-16 09:52:14,880 - mmaction - INFO - Epoch [8][220/3842] lr: 1.492e-02, eta: 4:27:22, time: 1.366, data_time: 0.001, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7626, prec@thr=0.5: 0.8295, recall@top3: 0.8389, prec@top3: 0.6894, recall@top5: 0.9456, prec@top5: 0.4806, loss: 0.0506, grad_norm: 0.2716 2021-04-16 09:52:40,885 - mmaction - INFO - Epoch [8][240/3842] lr: 1.487e-02, eta: 4:26:52, time: 1.300, data_time: 0.001, memory: 10738, loss_action_cls: 0.0518, recall@thr=0.5: 0.7558, prec@thr=0.5: 0.8228, recall@top3: 0.8390, prec@top3: 0.6956, recall@top5: 0.9420, prec@top5: 0.4796, loss: 0.0518, grad_norm: 0.2611 2021-04-16 09:53:08,440 - mmaction - INFO - Epoch [8][260/3842] lr: 1.482e-02, eta: 4:26:24, time: 1.378, data_time: 0.002, memory: 10738, loss_action_cls: 0.0526, recall@thr=0.5: 0.7455, prec@thr=0.5: 0.8216, recall@top3: 0.8298, prec@top3: 0.7045, recall@top5: 0.9422, prec@top5: 0.4925, loss: 0.0526, grad_norm: 0.2666 2021-04-16 09:53:35,177 - mmaction - INFO - Epoch [8][280/3842] lr: 1.477e-02, eta: 4:25:54, time: 1.337, data_time: 0.005, memory: 10738, loss_action_cls: 0.0534, recall@thr=0.5: 0.7436, prec@thr=0.5: 0.8099, recall@top3: 0.8242, prec@top3: 0.6879, recall@top5: 0.9384, prec@top5: 0.4829, loss: 0.0534, grad_norm: 0.2653 2021-04-16 09:54:04,722 - mmaction - INFO - Epoch [8][300/3842] lr: 1.472e-02, eta: 4:25:27, time: 1.478, data_time: 0.001, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7450, prec@thr=0.5: 0.8307, recall@top3: 0.8349, prec@top3: 0.6889, recall@top5: 0.9436, prec@top5: 0.4790, loss: 0.0506, grad_norm: 0.2752 2021-04-16 09:54:32,519 - mmaction - INFO - Epoch [8][320/3842] lr: 1.467e-02, eta: 4:24:58, time: 1.389, data_time: 0.084, memory: 10738, loss_action_cls: 0.0539, recall@thr=0.5: 0.7508, prec@thr=0.5: 0.8166, recall@top3: 0.8266, prec@top3: 0.6937, recall@top5: 0.9351, prec@top5: 0.4835, loss: 0.0539, grad_norm: 0.2782 2021-04-16 09:55:01,465 - mmaction - INFO - Epoch [8][340/3842] lr: 1.463e-02, eta: 4:24:30, time: 1.448, data_time: 0.001, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7669, prec@thr=0.5: 0.8358, recall@top3: 0.8413, prec@top3: 0.7017, recall@top5: 0.9485, prec@top5: 0.4870, loss: 0.0496, grad_norm: 0.2685 2021-04-16 09:55:31,384 - mmaction - INFO - Epoch [8][360/3842] lr: 1.458e-02, eta: 4:24:02, time: 1.495, data_time: 0.008, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7525, prec@thr=0.5: 0.8260, recall@top3: 0.8384, prec@top3: 0.7029, recall@top5: 0.9466, prec@top5: 0.4888, loss: 0.0504, grad_norm: 0.2833 2021-04-16 09:55:59,063 - mmaction - INFO - Epoch [8][380/3842] lr: 1.453e-02, eta: 4:23:33, time: 1.383, data_time: 0.001, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7581, prec@thr=0.5: 0.8238, recall@top3: 0.8364, prec@top3: 0.6991, recall@top5: 0.9452, prec@top5: 0.4862, loss: 0.0520, grad_norm: 0.2821 2021-04-16 09:56:27,924 - mmaction - INFO - Epoch [8][400/3842] lr: 1.448e-02, eta: 4:23:05, time: 1.444, data_time: 0.121, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7506, prec@thr=0.5: 0.8156, recall@top3: 0.8296, prec@top3: 0.7010, recall@top5: 0.9450, prec@top5: 0.4922, loss: 0.0504, grad_norm: 0.2708 2021-04-16 09:56:56,644 - mmaction - INFO - Epoch [8][420/3842] lr: 1.443e-02, eta: 4:22:37, time: 1.437, data_time: 0.002, memory: 10738, loss_action_cls: 0.0528, recall@thr=0.5: 0.7409, prec@thr=0.5: 0.8283, recall@top3: 0.8282, prec@top3: 0.6978, recall@top5: 0.9414, prec@top5: 0.4880, loss: 0.0528, grad_norm: 0.2769 2021-04-16 09:57:24,694 - mmaction - INFO - Epoch [8][440/3842] lr: 1.438e-02, eta: 4:22:08, time: 1.403, data_time: 0.007, memory: 10738, loss_action_cls: 0.0479, recall@thr=0.5: 0.7788, prec@thr=0.5: 0.8361, recall@top3: 0.8539, prec@top3: 0.7077, recall@top5: 0.9568, prec@top5: 0.4877, loss: 0.0479, grad_norm: 0.2580 2021-04-16 09:57:54,592 - mmaction - INFO - Epoch [8][460/3842] lr: 1.434e-02, eta: 4:21:41, time: 1.495, data_time: 0.001, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7580, prec@thr=0.5: 0.8255, recall@top3: 0.8286, prec@top3: 0.6919, recall@top5: 0.9404, prec@top5: 0.4839, loss: 0.0521, grad_norm: 0.2729 2021-04-16 09:58:21,902 - mmaction - INFO - Epoch [8][480/3842] lr: 1.429e-02, eta: 4:21:12, time: 1.365, data_time: 0.001, memory: 10738, loss_action_cls: 0.0508, recall@thr=0.5: 0.7573, prec@thr=0.5: 0.8302, recall@top3: 0.8375, prec@top3: 0.7107, recall@top5: 0.9449, prec@top5: 0.4929, loss: 0.0508, grad_norm: 0.2757 2021-04-16 09:58:50,855 - mmaction - INFO - Epoch [8][500/3842] lr: 1.424e-02, eta: 4:20:44, time: 1.448, data_time: 0.001, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7534, prec@thr=0.5: 0.8232, recall@top3: 0.8333, prec@top3: 0.7081, recall@top5: 0.9468, prec@top5: 0.4951, loss: 0.0515, grad_norm: 0.2736 2021-04-16 09:59:19,383 - mmaction - INFO - Epoch [8][520/3842] lr: 1.419e-02, eta: 4:20:15, time: 1.426, data_time: 0.001, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7536, prec@thr=0.5: 0.8318, recall@top3: 0.8392, prec@top3: 0.6929, recall@top5: 0.9479, prec@top5: 0.4812, loss: 0.0504, grad_norm: 0.2562 2021-04-16 09:59:45,620 - mmaction - INFO - Epoch [8][540/3842] lr: 1.414e-02, eta: 4:19:46, time: 1.311, data_time: 0.001, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7722, prec@thr=0.5: 0.8313, recall@top3: 0.8354, prec@top3: 0.7132, recall@top5: 0.9494, prec@top5: 0.4999, loss: 0.0497, grad_norm: 0.2633 2021-04-16 10:00:14,085 - mmaction - INFO - Epoch [8][560/3842] lr: 1.409e-02, eta: 4:19:18, time: 1.424, data_time: 0.023, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7637, prec@thr=0.5: 0.8229, recall@top3: 0.8370, prec@top3: 0.7008, recall@top5: 0.9448, prec@top5: 0.4869, loss: 0.0507, grad_norm: 0.2797 2021-04-16 10:00:44,452 - mmaction - INFO - Epoch [8][580/3842] lr: 1.405e-02, eta: 4:18:50, time: 1.518, data_time: 0.079, memory: 10738, loss_action_cls: 0.0518, recall@thr=0.5: 0.7614, prec@thr=0.5: 0.8177, recall@top3: 0.8309, prec@top3: 0.7031, recall@top5: 0.9435, prec@top5: 0.4920, loss: 0.0518, grad_norm: 0.2714 2021-04-16 10:01:11,091 - mmaction - INFO - Epoch [8][600/3842] lr: 1.400e-02, eta: 4:18:21, time: 1.331, data_time: 0.047, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7497, prec@thr=0.5: 0.8182, recall@top3: 0.8348, prec@top3: 0.6892, recall@top5: 0.9466, prec@top5: 0.4798, loss: 0.0512, grad_norm: 0.2707 2021-04-16 10:01:39,815 - mmaction - INFO - Epoch [8][620/3842] lr: 1.395e-02, eta: 4:17:53, time: 1.436, data_time: 0.189, memory: 10738, loss_action_cls: 0.0525, recall@thr=0.5: 0.7427, prec@thr=0.5: 0.8057, recall@top3: 0.8261, prec@top3: 0.6869, recall@top5: 0.9344, prec@top5: 0.4775, loss: 0.0525, grad_norm: 0.2710 2021-04-16 10:02:06,439 - mmaction - INFO - Epoch [8][640/3842] lr: 1.390e-02, eta: 4:17:24, time: 1.332, data_time: 0.017, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7527, prec@thr=0.5: 0.8245, recall@top3: 0.8328, prec@top3: 0.6888, recall@top5: 0.9412, prec@top5: 0.4812, loss: 0.0514, grad_norm: 0.2748 2021-04-16 10:02:34,767 - mmaction - INFO - Epoch [8][660/3842] lr: 1.386e-02, eta: 4:16:56, time: 1.416, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7626, prec@thr=0.5: 0.8308, recall@top3: 0.8366, prec@top3: 0.7115, recall@top5: 0.9423, prec@top5: 0.4923, loss: 0.0502, grad_norm: 0.2594 2021-04-16 10:03:01,236 - mmaction - INFO - Epoch [8][680/3842] lr: 1.381e-02, eta: 4:16:26, time: 1.322, data_time: 0.001, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7469, prec@thr=0.5: 0.8066, recall@top3: 0.8252, prec@top3: 0.6918, recall@top5: 0.9359, prec@top5: 0.4843, loss: 0.0527, grad_norm: 0.2659 2021-04-16 10:03:28,744 - mmaction - INFO - Epoch [8][700/3842] lr: 1.376e-02, eta: 4:15:58, time: 1.377, data_time: 0.079, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7573, prec@thr=0.5: 0.8172, recall@top3: 0.8347, prec@top3: 0.7042, recall@top5: 0.9411, prec@top5: 0.4891, loss: 0.0514, grad_norm: 0.2593 2021-04-16 10:03:59,294 - mmaction - INFO - Epoch [8][720/3842] lr: 1.371e-02, eta: 4:15:30, time: 1.527, data_time: 0.001, memory: 10738, loss_action_cls: 0.0530, recall@thr=0.5: 0.7465, prec@thr=0.5: 0.8170, recall@top3: 0.8260, prec@top3: 0.6878, recall@top5: 0.9425, prec@top5: 0.4822, loss: 0.0530, grad_norm: 0.2694 2021-04-16 10:04:25,995 - mmaction - INFO - Epoch [8][740/3842] lr: 1.367e-02, eta: 4:15:01, time: 1.334, data_time: 0.072, memory: 10738, loss_action_cls: 0.0519, recall@thr=0.5: 0.7505, prec@thr=0.5: 0.8263, recall@top3: 0.8343, prec@top3: 0.6863, recall@top5: 0.9350, prec@top5: 0.4739, loss: 0.0519, grad_norm: 0.2684 2021-04-16 10:04:54,649 - mmaction - INFO - Epoch [8][760/3842] lr: 1.362e-02, eta: 4:14:33, time: 1.433, data_time: 0.088, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7652, prec@thr=0.5: 0.8280, recall@top3: 0.8394, prec@top3: 0.7039, recall@top5: 0.9492, prec@top5: 0.4893, loss: 0.0496, grad_norm: 0.2677 2021-04-16 10:05:22,986 - mmaction - INFO - Epoch [8][780/3842] lr: 1.357e-02, eta: 4:14:05, time: 1.418, data_time: 0.176, memory: 10738, loss_action_cls: 0.0544, recall@thr=0.5: 0.7418, prec@thr=0.5: 0.8050, recall@top3: 0.8206, prec@top3: 0.6939, recall@top5: 0.9370, prec@top5: 0.4888, loss: 0.0544, grad_norm: 0.2831 2021-04-16 10:05:50,608 - mmaction - INFO - Epoch [8][800/3842] lr: 1.352e-02, eta: 4:13:36, time: 1.381, data_time: 0.026, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7482, prec@thr=0.5: 0.8110, recall@top3: 0.8241, prec@top3: 0.6978, recall@top5: 0.9440, prec@top5: 0.4921, loss: 0.0520, grad_norm: 0.2677 2021-04-16 10:06:18,312 - mmaction - INFO - Epoch [8][820/3842] lr: 1.348e-02, eta: 4:13:07, time: 1.385, data_time: 0.001, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7650, prec@thr=0.5: 0.8291, recall@top3: 0.8360, prec@top3: 0.7060, recall@top5: 0.9464, prec@top5: 0.4930, loss: 0.0501, grad_norm: 0.2661 2021-04-16 10:06:47,545 - mmaction - INFO - Epoch [8][840/3842] lr: 1.343e-02, eta: 4:12:39, time: 1.462, data_time: 0.025, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7638, prec@thr=0.5: 0.8323, recall@top3: 0.8377, prec@top3: 0.6997, recall@top5: 0.9489, prec@top5: 0.4879, loss: 0.0497, grad_norm: 0.2716 2021-04-16 10:07:15,129 - mmaction - INFO - Epoch [8][860/3842] lr: 1.338e-02, eta: 4:12:10, time: 1.380, data_time: 0.001, memory: 10738, loss_action_cls: 0.0525, recall@thr=0.5: 0.7497, prec@thr=0.5: 0.8226, recall@top3: 0.8300, prec@top3: 0.7077, recall@top5: 0.9429, prec@top5: 0.4943, loss: 0.0525, grad_norm: 0.2826 2021-04-16 10:07:45,373 - mmaction - INFO - Epoch [8][880/3842] lr: 1.334e-02, eta: 4:11:43, time: 1.512, data_time: 0.001, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7559, prec@thr=0.5: 0.8256, recall@top3: 0.8306, prec@top3: 0.7024, recall@top5: 0.9477, prec@top5: 0.4947, loss: 0.0512, grad_norm: 0.2735 2021-04-16 10:08:12,319 - mmaction - INFO - Epoch [8][900/3842] lr: 1.329e-02, eta: 4:11:14, time: 1.347, data_time: 0.001, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7589, prec@thr=0.5: 0.8262, recall@top3: 0.8417, prec@top3: 0.7064, recall@top5: 0.9513, prec@top5: 0.4916, loss: 0.0501, grad_norm: 0.2749 2021-04-16 10:08:39,278 - mmaction - INFO - Epoch [8][920/3842] lr: 1.324e-02, eta: 4:10:45, time: 1.348, data_time: 0.001, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7524, prec@thr=0.5: 0.8219, recall@top3: 0.8338, prec@top3: 0.6899, recall@top5: 0.9426, prec@top5: 0.4800, loss: 0.0500, grad_norm: 0.2853 2021-04-16 10:09:07,884 - mmaction - INFO - Epoch [8][940/3842] lr: 1.320e-02, eta: 4:10:17, time: 1.430, data_time: 0.001, memory: 10738, loss_action_cls: 0.0518, recall@thr=0.5: 0.7645, prec@thr=0.5: 0.8277, recall@top3: 0.8429, prec@top3: 0.6987, recall@top5: 0.9409, prec@top5: 0.4812, loss: 0.0518, grad_norm: 0.2701 2021-04-16 10:09:35,633 - mmaction - INFO - Epoch [8][960/3842] lr: 1.315e-02, eta: 4:09:48, time: 1.387, data_time: 0.001, memory: 10738, loss_action_cls: 0.0510, recall@thr=0.5: 0.7673, prec@thr=0.5: 0.8328, recall@top3: 0.8339, prec@top3: 0.6922, recall@top5: 0.9403, prec@top5: 0.4820, loss: 0.0510, grad_norm: 0.2682 2021-04-16 10:10:04,237 - mmaction - INFO - Epoch [8][980/3842] lr: 1.310e-02, eta: 4:09:20, time: 1.431, data_time: 0.032, memory: 10738, loss_action_cls: 0.0508, recall@thr=0.5: 0.7482, prec@thr=0.5: 0.8214, recall@top3: 0.8367, prec@top3: 0.6956, recall@top5: 0.9458, prec@top5: 0.4827, loss: 0.0508, grad_norm: 0.2677 2021-04-16 10:10:31,696 - mmaction - INFO - Epoch [8][1000/3842] lr: 1.306e-02, eta: 4:08:51, time: 1.371, data_time: 0.009, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7683, prec@thr=0.5: 0.8263, recall@top3: 0.8408, prec@top3: 0.6961, recall@top5: 0.9477, prec@top5: 0.4821, loss: 0.0482, grad_norm: 0.2681 2021-04-16 10:11:01,168 - mmaction - INFO - Epoch [8][1020/3842] lr: 1.301e-02, eta: 4:08:23, time: 1.475, data_time: 0.189, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7488, prec@thr=0.5: 0.8247, recall@top3: 0.8413, prec@top3: 0.6906, recall@top5: 0.9473, prec@top5: 0.4806, loss: 0.0512, grad_norm: 0.2916 2021-04-16 10:11:28,238 - mmaction - INFO - Epoch [8][1040/3842] lr: 1.296e-02, eta: 4:07:54, time: 1.354, data_time: 0.001, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7693, prec@thr=0.5: 0.8326, recall@top3: 0.8423, prec@top3: 0.7051, recall@top5: 0.9522, prec@top5: 0.4916, loss: 0.0494, grad_norm: 0.2620 2021-04-16 10:11:57,493 - mmaction - INFO - Epoch [8][1060/3842] lr: 1.292e-02, eta: 4:07:26, time: 1.463, data_time: 0.036, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7536, prec@thr=0.5: 0.8223, recall@top3: 0.8345, prec@top3: 0.6935, recall@top5: 0.9455, prec@top5: 0.4850, loss: 0.0520, grad_norm: 0.2714 2021-04-16 10:12:26,495 - mmaction - INFO - Epoch [8][1080/3842] lr: 1.287e-02, eta: 4:06:58, time: 1.450, data_time: 0.001, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7545, prec@thr=0.5: 0.8170, recall@top3: 0.8236, prec@top3: 0.7004, recall@top5: 0.9431, prec@top5: 0.4925, loss: 0.0533, grad_norm: 0.2667 2021-04-16 10:12:55,289 - mmaction - INFO - Epoch [8][1100/3842] lr: 1.282e-02, eta: 4:06:30, time: 1.439, data_time: 0.030, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7620, prec@thr=0.5: 0.8183, recall@top3: 0.8409, prec@top3: 0.6995, recall@top5: 0.9508, prec@top5: 0.4879, loss: 0.0507, grad_norm: 0.2755 2021-04-16 10:13:24,475 - mmaction - INFO - Epoch [8][1120/3842] lr: 1.278e-02, eta: 4:06:02, time: 1.460, data_time: 0.001, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7522, prec@thr=0.5: 0.8157, recall@top3: 0.8328, prec@top3: 0.6951, recall@top5: 0.9394, prec@top5: 0.4827, loss: 0.0512, grad_norm: 0.2706 2021-04-16 10:13:53,287 - mmaction - INFO - Epoch [8][1140/3842] lr: 1.273e-02, eta: 4:05:34, time: 1.440, data_time: 0.001, memory: 10738, loss_action_cls: 0.0505, recall@thr=0.5: 0.7659, prec@thr=0.5: 0.8362, recall@top3: 0.8390, prec@top3: 0.7076, recall@top5: 0.9427, prec@top5: 0.4893, loss: 0.0505, grad_norm: 0.2678 2021-04-16 10:14:19,873 - mmaction - INFO - Epoch [8][1160/3842] lr: 1.269e-02, eta: 4:05:05, time: 1.330, data_time: 0.001, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7441, prec@thr=0.5: 0.8163, recall@top3: 0.8281, prec@top3: 0.6900, recall@top5: 0.9445, prec@top5: 0.4829, loss: 0.0521, grad_norm: 0.2900 2021-04-16 10:14:48,655 - mmaction - INFO - Epoch [8][1180/3842] lr: 1.264e-02, eta: 4:04:36, time: 1.439, data_time: 0.001, memory: 10738, loss_action_cls: 0.0530, recall@thr=0.5: 0.7484, prec@thr=0.5: 0.8037, recall@top3: 0.8234, prec@top3: 0.6895, recall@top5: 0.9374, prec@top5: 0.4815, loss: 0.0530, grad_norm: 0.2875 2021-04-16 10:15:17,268 - mmaction - INFO - Epoch [8][1200/3842] lr: 1.259e-02, eta: 4:04:08, time: 1.431, data_time: 0.001, memory: 10738, loss_action_cls: 0.0535, recall@thr=0.5: 0.7268, prec@thr=0.5: 0.8105, recall@top3: 0.8220, prec@top3: 0.6806, recall@top5: 0.9347, prec@top5: 0.4755, loss: 0.0535, grad_norm: 0.2696 2021-04-16 10:15:46,895 - mmaction - INFO - Epoch [8][1220/3842] lr: 1.255e-02, eta: 4:03:40, time: 1.481, data_time: 0.001, memory: 10738, loss_action_cls: 0.0532, recall@thr=0.5: 0.7411, prec@thr=0.5: 0.8229, recall@top3: 0.8255, prec@top3: 0.6977, recall@top5: 0.9366, prec@top5: 0.4874, loss: 0.0532, grad_norm: 0.2669 2021-04-16 10:16:16,183 - mmaction - INFO - Epoch [8][1240/3842] lr: 1.250e-02, eta: 4:03:12, time: 1.465, data_time: 0.001, memory: 10738, loss_action_cls: 0.0533, recall@thr=0.5: 0.7414, prec@thr=0.5: 0.8078, recall@top3: 0.8201, prec@top3: 0.6947, recall@top5: 0.9364, prec@top5: 0.4873, loss: 0.0533, grad_norm: 0.2845 2021-04-16 10:16:43,586 - mmaction - INFO - Epoch [8][1260/3842] lr: 1.246e-02, eta: 4:02:43, time: 1.368, data_time: 0.010, memory: 10738, loss_action_cls: 0.0509, recall@thr=0.5: 0.7609, prec@thr=0.5: 0.8366, recall@top3: 0.8383, prec@top3: 0.6986, recall@top5: 0.9393, prec@top5: 0.4827, loss: 0.0509, grad_norm: 0.2755 2021-04-16 10:17:10,390 - mmaction - INFO - Epoch [8][1280/3842] lr: 1.241e-02, eta: 4:02:14, time: 1.342, data_time: 0.003, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7524, prec@thr=0.5: 0.8205, recall@top3: 0.8304, prec@top3: 0.6934, recall@top5: 0.9470, prec@top5: 0.4870, loss: 0.0520, grad_norm: 0.2887 2021-04-16 10:17:41,153 - mmaction - INFO - Epoch [8][1300/3842] lr: 1.237e-02, eta: 4:01:47, time: 1.539, data_time: 0.211, memory: 10738, loss_action_cls: 0.0531, recall@thr=0.5: 0.7545, prec@thr=0.5: 0.8152, recall@top3: 0.8280, prec@top3: 0.6970, recall@top5: 0.9423, prec@top5: 0.4879, loss: 0.0531, grad_norm: 0.2761 2021-04-16 10:18:10,426 - mmaction - INFO - Epoch [8][1320/3842] lr: 1.232e-02, eta: 4:01:19, time: 1.463, data_time: 0.001, memory: 10738, loss_action_cls: 0.0528, recall@thr=0.5: 0.7487, prec@thr=0.5: 0.8164, recall@top3: 0.8263, prec@top3: 0.6928, recall@top5: 0.9382, prec@top5: 0.4858, loss: 0.0528, grad_norm: 0.2696 2021-04-16 10:18:42,924 - mmaction - INFO - Epoch [8][1340/3842] lr: 1.227e-02, eta: 4:00:52, time: 1.625, data_time: 0.016, memory: 10738, loss_action_cls: 0.0526, recall@thr=0.5: 0.7527, prec@thr=0.5: 0.8203, recall@top3: 0.8285, prec@top3: 0.6948, recall@top5: 0.9373, prec@top5: 0.4850, loss: 0.0526, grad_norm: 0.2683 2021-04-16 10:19:10,176 - mmaction - INFO - Epoch [8][1360/3842] lr: 1.223e-02, eta: 4:00:23, time: 1.361, data_time: 0.001, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7408, prec@thr=0.5: 0.8137, recall@top3: 0.8281, prec@top3: 0.6948, recall@top5: 0.9379, prec@top5: 0.4835, loss: 0.0515, grad_norm: 0.2703 2021-04-16 10:19:39,048 - mmaction - INFO - Epoch [8][1380/3842] lr: 1.218e-02, eta: 3:59:55, time: 1.444, data_time: 0.002, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7575, prec@thr=0.5: 0.8218, recall@top3: 0.8322, prec@top3: 0.7003, recall@top5: 0.9461, prec@top5: 0.4913, loss: 0.0520, grad_norm: 0.2768 2021-04-16 10:20:05,834 - mmaction - INFO - Epoch [8][1400/3842] lr: 1.214e-02, eta: 3:59:26, time: 1.339, data_time: 0.002, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7522, prec@thr=0.5: 0.8263, recall@top3: 0.8383, prec@top3: 0.7099, recall@top5: 0.9417, prec@top5: 0.4901, loss: 0.0514, grad_norm: 0.2861 2021-04-16 10:20:34,054 - mmaction - INFO - Epoch [8][1420/3842] lr: 1.209e-02, eta: 3:58:58, time: 1.411, data_time: 0.006, memory: 10738, loss_action_cls: 0.0485, recall@thr=0.5: 0.7725, prec@thr=0.5: 0.8238, recall@top3: 0.8482, prec@top3: 0.7003, recall@top5: 0.9496, prec@top5: 0.4817, loss: 0.0485, grad_norm: 0.2724 2021-04-16 10:21:03,259 - mmaction - INFO - Epoch [8][1440/3842] lr: 1.205e-02, eta: 3:58:30, time: 1.462, data_time: 0.003, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7588, prec@thr=0.5: 0.8235, recall@top3: 0.8354, prec@top3: 0.6989, recall@top5: 0.9416, prec@top5: 0.4845, loss: 0.0514, grad_norm: 0.2727 2021-04-16 10:21:30,230 - mmaction - INFO - Epoch [8][1460/3842] lr: 1.200e-02, eta: 3:58:01, time: 1.348, data_time: 0.003, memory: 10738, loss_action_cls: 0.0523, recall@thr=0.5: 0.7449, prec@thr=0.5: 0.8214, recall@top3: 0.8264, prec@top3: 0.6973, recall@top5: 0.9397, prec@top5: 0.4848, loss: 0.0523, grad_norm: 0.2738 2021-04-16 10:21:59,434 - mmaction - INFO - Epoch [8][1480/3842] lr: 1.196e-02, eta: 3:57:33, time: 1.460, data_time: 0.110, memory: 10738, loss_action_cls: 0.0522, recall@thr=0.5: 0.7507, prec@thr=0.5: 0.8173, recall@top3: 0.8245, prec@top3: 0.6983, recall@top5: 0.9460, prec@top5: 0.4933, loss: 0.0522, grad_norm: 0.2771 2021-04-16 10:22:26,899 - mmaction - INFO - Epoch [8][1500/3842] lr: 1.191e-02, eta: 3:57:04, time: 1.373, data_time: 0.001, memory: 10738, loss_action_cls: 0.0526, recall@thr=0.5: 0.7555, prec@thr=0.5: 0.8198, recall@top3: 0.8271, prec@top3: 0.6789, recall@top5: 0.9434, prec@top5: 0.4769, loss: 0.0526, grad_norm: 0.2746 2021-04-16 10:22:56,359 - mmaction - INFO - Epoch [8][1520/3842] lr: 1.187e-02, eta: 3:56:36, time: 1.473, data_time: 0.001, memory: 10738, loss_action_cls: 0.0510, recall@thr=0.5: 0.7559, prec@thr=0.5: 0.8153, recall@top3: 0.8379, prec@top3: 0.6952, recall@top5: 0.9452, prec@top5: 0.4832, loss: 0.0510, grad_norm: 0.2738 2021-04-16 10:23:24,735 - mmaction - INFO - Epoch [8][1540/3842] lr: 1.182e-02, eta: 3:56:08, time: 1.419, data_time: 0.001, memory: 10738, loss_action_cls: 0.0529, recall@thr=0.5: 0.7462, prec@thr=0.5: 0.8170, recall@top3: 0.8321, prec@top3: 0.6893, recall@top5: 0.9413, prec@top5: 0.4818, loss: 0.0529, grad_norm: 0.2747 2021-04-16 10:23:53,559 - mmaction - INFO - Epoch [8][1560/3842] lr: 1.178e-02, eta: 3:55:39, time: 1.441, data_time: 0.001, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7674, prec@thr=0.5: 0.8455, recall@top3: 0.8353, prec@top3: 0.6959, recall@top5: 0.9430, prec@top5: 0.4838, loss: 0.0496, grad_norm: 0.2655 2021-04-16 10:24:22,634 - mmaction - INFO - Epoch [8][1580/3842] lr: 1.174e-02, eta: 3:55:11, time: 1.454, data_time: 0.001, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7467, prec@thr=0.5: 0.8050, recall@top3: 0.8199, prec@top3: 0.6940, recall@top5: 0.9464, prec@top5: 0.4912, loss: 0.0527, grad_norm: 0.2660 2021-04-16 10:24:50,678 - mmaction - INFO - Epoch [8][1600/3842] lr: 1.169e-02, eta: 3:54:43, time: 1.402, data_time: 0.001, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7629, prec@thr=0.5: 0.8292, recall@top3: 0.8293, prec@top3: 0.7009, recall@top5: 0.9398, prec@top5: 0.4897, loss: 0.0521, grad_norm: 0.2758 2021-04-16 10:25:18,698 - mmaction - INFO - Epoch [8][1620/3842] lr: 1.165e-02, eta: 3:54:14, time: 1.401, data_time: 0.001, memory: 10738, loss_action_cls: 0.0518, recall@thr=0.5: 0.7474, prec@thr=0.5: 0.8138, recall@top3: 0.8257, prec@top3: 0.6799, recall@top5: 0.9409, prec@top5: 0.4776, loss: 0.0518, grad_norm: 0.2777 2021-04-16 10:25:48,865 - mmaction - INFO - Epoch [8][1640/3842] lr: 1.160e-02, eta: 3:53:46, time: 1.507, data_time: 0.018, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7369, prec@thr=0.5: 0.8130, recall@top3: 0.8230, prec@top3: 0.6889, recall@top5: 0.9451, prec@top5: 0.4874, loss: 0.0527, grad_norm: 0.2800 2021-04-16 10:26:16,529 - mmaction - INFO - Epoch [8][1660/3842] lr: 1.156e-02, eta: 3:53:18, time: 1.384, data_time: 0.002, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7606, prec@thr=0.5: 0.8181, recall@top3: 0.8298, prec@top3: 0.7047, recall@top5: 0.9437, prec@top5: 0.4937, loss: 0.0515, grad_norm: 0.2760 2021-04-16 10:26:45,437 - mmaction - INFO - Epoch [8][1680/3842] lr: 1.151e-02, eta: 3:52:50, time: 1.445, data_time: 0.001, memory: 10738, loss_action_cls: 0.0525, recall@thr=0.5: 0.7523, prec@thr=0.5: 0.8300, recall@top3: 0.8327, prec@top3: 0.6896, recall@top5: 0.9416, prec@top5: 0.4793, loss: 0.0525, grad_norm: 0.2745 2021-04-16 10:27:14,205 - mmaction - INFO - Epoch [8][1700/3842] lr: 1.147e-02, eta: 3:52:21, time: 1.436, data_time: 0.061, memory: 10738, loss_action_cls: 0.0508, recall@thr=0.5: 0.7506, prec@thr=0.5: 0.8253, recall@top3: 0.8322, prec@top3: 0.6957, recall@top5: 0.9467, prec@top5: 0.4874, loss: 0.0508, grad_norm: 0.2677 2021-04-16 10:27:43,653 - mmaction - INFO - Epoch [8][1720/3842] lr: 1.143e-02, eta: 3:51:53, time: 1.474, data_time: 0.003, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7582, prec@thr=0.5: 0.8271, recall@top3: 0.8319, prec@top3: 0.7001, recall@top5: 0.9487, prec@top5: 0.4925, loss: 0.0515, grad_norm: 0.2699 2021-04-16 10:28:11,783 - mmaction - INFO - Epoch [8][1740/3842] lr: 1.138e-02, eta: 3:51:25, time: 1.406, data_time: 0.001, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7503, prec@thr=0.5: 0.8143, recall@top3: 0.8303, prec@top3: 0.6973, recall@top5: 0.9463, prec@top5: 0.4879, loss: 0.0521, grad_norm: 0.2825 2021-04-16 10:28:40,605 - mmaction - INFO - Epoch [8][1760/3842] lr: 1.134e-02, eta: 3:50:57, time: 1.441, data_time: 0.001, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7592, prec@thr=0.5: 0.8218, recall@top3: 0.8376, prec@top3: 0.6957, recall@top5: 0.9458, prec@top5: 0.4840, loss: 0.0506, grad_norm: 0.2748 2021-04-16 10:29:08,210 - mmaction - INFO - Epoch [8][1780/3842] lr: 1.129e-02, eta: 3:50:28, time: 1.381, data_time: 0.001, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7646, prec@thr=0.5: 0.8271, recall@top3: 0.8310, prec@top3: 0.7069, recall@top5: 0.9447, prec@top5: 0.4954, loss: 0.0507, grad_norm: 0.2705 2021-04-16 10:29:37,347 - mmaction - INFO - Epoch [8][1800/3842] lr: 1.125e-02, eta: 3:50:00, time: 1.456, data_time: 0.001, memory: 10738, loss_action_cls: 0.0534, recall@thr=0.5: 0.7395, prec@thr=0.5: 0.8065, recall@top3: 0.8210, prec@top3: 0.6787, recall@top5: 0.9421, prec@top5: 0.4786, loss: 0.0534, grad_norm: 0.2854 2021-04-16 10:30:06,713 - mmaction - INFO - Epoch [8][1820/3842] lr: 1.121e-02, eta: 3:49:32, time: 1.468, data_time: 0.001, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7547, prec@thr=0.5: 0.8246, recall@top3: 0.8286, prec@top3: 0.7100, recall@top5: 0.9470, prec@top5: 0.4977, loss: 0.0498, grad_norm: 0.2740 2021-04-16 10:30:35,807 - mmaction - INFO - Epoch [8][1840/3842] lr: 1.116e-02, eta: 3:49:04, time: 1.455, data_time: 0.005, memory: 10738, loss_action_cls: 0.0534, recall@thr=0.5: 0.7539, prec@thr=0.5: 0.8166, recall@top3: 0.8278, prec@top3: 0.6967, recall@top5: 0.9436, prec@top5: 0.4890, loss: 0.0534, grad_norm: 0.2809 2021-04-16 10:31:07,159 - mmaction - INFO - Epoch [8][1860/3842] lr: 1.112e-02, eta: 3:48:36, time: 1.568, data_time: 0.265, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7518, prec@thr=0.5: 0.8165, recall@top3: 0.8347, prec@top3: 0.6943, recall@top5: 0.9493, prec@top5: 0.4870, loss: 0.0515, grad_norm: 0.2710 2021-04-16 10:31:35,538 - mmaction - INFO - Epoch [8][1880/3842] lr: 1.107e-02, eta: 3:48:08, time: 1.418, data_time: 0.066, memory: 10738, loss_action_cls: 0.0545, recall@thr=0.5: 0.7327, prec@thr=0.5: 0.7994, recall@top3: 0.8139, prec@top3: 0.6728, recall@top5: 0.9315, prec@top5: 0.4743, loss: 0.0545, grad_norm: 0.2798 2021-04-16 10:32:04,470 - mmaction - INFO - Epoch [8][1900/3842] lr: 1.103e-02, eta: 3:47:40, time: 1.447, data_time: 0.001, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7698, prec@thr=0.5: 0.8361, recall@top3: 0.8457, prec@top3: 0.6932, recall@top5: 0.9425, prec@top5: 0.4760, loss: 0.0488, grad_norm: 0.2656 2021-04-16 10:32:34,119 - mmaction - INFO - Epoch [8][1920/3842] lr: 1.099e-02, eta: 3:47:12, time: 1.482, data_time: 0.001, memory: 10738, loss_action_cls: 0.0517, recall@thr=0.5: 0.7500, prec@thr=0.5: 0.8154, recall@top3: 0.8342, prec@top3: 0.7071, recall@top5: 0.9445, prec@top5: 0.4923, loss: 0.0517, grad_norm: 0.2796 2021-04-16 10:33:01,630 - mmaction - INFO - Epoch [8][1940/3842] lr: 1.094e-02, eta: 3:46:43, time: 1.376, data_time: 0.009, memory: 10738, loss_action_cls: 0.0510, recall@thr=0.5: 0.7522, prec@thr=0.5: 0.8100, recall@top3: 0.8367, prec@top3: 0.6951, recall@top5: 0.9459, prec@top5: 0.4831, loss: 0.0510, grad_norm: 0.2754 2021-04-16 10:33:29,227 - mmaction - INFO - Epoch [8][1960/3842] lr: 1.090e-02, eta: 3:46:15, time: 1.380, data_time: 0.001, memory: 10738, loss_action_cls: 0.0508, recall@thr=0.5: 0.7510, prec@thr=0.5: 0.8225, recall@top3: 0.8357, prec@top3: 0.6889, recall@top5: 0.9468, prec@top5: 0.4819, loss: 0.0508, grad_norm: 0.2880 2021-04-16 10:33:58,676 - mmaction - INFO - Epoch [8][1980/3842] lr: 1.086e-02, eta: 3:45:46, time: 1.472, data_time: 0.001, memory: 10738, loss_action_cls: 0.0534, recall@thr=0.5: 0.7496, prec@thr=0.5: 0.8052, recall@top3: 0.8244, prec@top3: 0.6853, recall@top5: 0.9385, prec@top5: 0.4787, loss: 0.0534, grad_norm: 0.2846 2021-04-16 10:34:26,824 - mmaction - INFO - Epoch [8][2000/3842] lr: 1.081e-02, eta: 3:45:18, time: 1.407, data_time: 0.001, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7575, prec@thr=0.5: 0.8215, recall@top3: 0.8420, prec@top3: 0.7053, recall@top5: 0.9456, prec@top5: 0.4876, loss: 0.0512, grad_norm: 0.2664 2021-04-16 10:34:54,462 - mmaction - INFO - Epoch [8][2020/3842] lr: 1.077e-02, eta: 3:44:49, time: 1.382, data_time: 0.001, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7433, prec@thr=0.5: 0.8241, recall@top3: 0.8354, prec@top3: 0.6926, recall@top5: 0.9415, prec@top5: 0.4804, loss: 0.0512, grad_norm: 0.2752 2021-04-16 10:35:22,399 - mmaction - INFO - Epoch [8][2040/3842] lr: 1.073e-02, eta: 3:44:21, time: 1.397, data_time: 0.084, memory: 10738, loss_action_cls: 0.0522, recall@thr=0.5: 0.7485, prec@thr=0.5: 0.8155, recall@top3: 0.8249, prec@top3: 0.6914, recall@top5: 0.9415, prec@top5: 0.4853, loss: 0.0522, grad_norm: 0.2720 2021-04-16 10:35:52,881 - mmaction - INFO - Epoch [8][2060/3842] lr: 1.069e-02, eta: 3:43:53, time: 1.523, data_time: 0.020, memory: 10738, loss_action_cls: 0.0516, recall@thr=0.5: 0.7513, prec@thr=0.5: 0.8194, recall@top3: 0.8319, prec@top3: 0.6986, recall@top5: 0.9427, prec@top5: 0.4879, loss: 0.0516, grad_norm: 0.2912 2021-04-16 10:36:20,237 - mmaction - INFO - Epoch [8][2080/3842] lr: 1.064e-02, eta: 3:43:24, time: 1.368, data_time: 0.151, memory: 10738, loss_action_cls: 0.0475, recall@thr=0.5: 0.7706, prec@thr=0.5: 0.8294, recall@top3: 0.8461, prec@top3: 0.6953, recall@top5: 0.9526, prec@top5: 0.4823, loss: 0.0475, grad_norm: 0.2680 2021-04-16 10:36:49,268 - mmaction - INFO - Epoch [8][2100/3842] lr: 1.060e-02, eta: 3:42:56, time: 1.452, data_time: 0.001, memory: 10738, loss_action_cls: 0.0505, recall@thr=0.5: 0.7516, prec@thr=0.5: 0.8207, recall@top3: 0.8342, prec@top3: 0.6946, recall@top5: 0.9519, prec@top5: 0.4868, loss: 0.0505, grad_norm: 0.2823 2021-04-16 10:37:18,894 - mmaction - INFO - Epoch [8][2120/3842] lr: 1.056e-02, eta: 3:42:28, time: 1.481, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7694, prec@thr=0.5: 0.8375, recall@top3: 0.8437, prec@top3: 0.6937, recall@top5: 0.9426, prec@top5: 0.4779, loss: 0.0502, grad_norm: 0.2747 2021-04-16 10:37:47,231 - mmaction - INFO - Epoch [8][2140/3842] lr: 1.052e-02, eta: 3:42:00, time: 1.417, data_time: 0.001, memory: 10738, loss_action_cls: 0.0532, recall@thr=0.5: 0.7399, prec@thr=0.5: 0.8203, recall@top3: 0.8303, prec@top3: 0.6968, recall@top5: 0.9423, prec@top5: 0.4864, loss: 0.0532, grad_norm: 0.2801 2021-04-16 10:38:15,203 - mmaction - INFO - Epoch [8][2160/3842] lr: 1.047e-02, eta: 3:41:31, time: 1.399, data_time: 0.018, memory: 10738, loss_action_cls: 0.0527, recall@thr=0.5: 0.7556, prec@thr=0.5: 0.8260, recall@top3: 0.8243, prec@top3: 0.6944, recall@top5: 0.9400, prec@top5: 0.4860, loss: 0.0527, grad_norm: 0.2680 2021-04-16 10:38:45,419 - mmaction - INFO - Epoch [8][2180/3842] lr: 1.043e-02, eta: 3:41:04, time: 1.511, data_time: 0.001, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7540, prec@thr=0.5: 0.8251, recall@top3: 0.8363, prec@top3: 0.7006, recall@top5: 0.9453, prec@top5: 0.4886, loss: 0.0514, grad_norm: 0.2682 2021-04-16 10:39:11,953 - mmaction - INFO - Epoch [8][2200/3842] lr: 1.039e-02, eta: 3:40:35, time: 1.327, data_time: 0.004, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7590, prec@thr=0.5: 0.8136, recall@top3: 0.8346, prec@top3: 0.7013, recall@top5: 0.9447, prec@top5: 0.4883, loss: 0.0512, grad_norm: 0.2800 2021-04-16 10:39:39,656 - mmaction - INFO - Epoch [8][2220/3842] lr: 1.035e-02, eta: 3:40:06, time: 1.385, data_time: 0.010, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7643, prec@thr=0.5: 0.8307, recall@top3: 0.8394, prec@top3: 0.7068, recall@top5: 0.9449, prec@top5: 0.4893, loss: 0.0506, grad_norm: 0.2750 2021-04-16 10:40:09,206 - mmaction - INFO - Epoch [8][2240/3842] lr: 1.030e-02, eta: 3:39:38, time: 1.477, data_time: 0.001, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7429, prec@thr=0.5: 0.8176, recall@top3: 0.8382, prec@top3: 0.6907, recall@top5: 0.9472, prec@top5: 0.4800, loss: 0.0521, grad_norm: 0.2803 2021-04-16 10:40:35,329 - mmaction - INFO - Epoch [8][2260/3842] lr: 1.026e-02, eta: 3:39:09, time: 1.307, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7600, prec@thr=0.5: 0.8189, recall@top3: 0.8349, prec@top3: 0.6983, recall@top5: 0.9428, prec@top5: 0.4861, loss: 0.0502, grad_norm: 0.2739 2021-04-16 10:41:04,011 - mmaction - INFO - Epoch [8][2280/3842] lr: 1.022e-02, eta: 3:38:41, time: 1.433, data_time: 0.191, memory: 10738, loss_action_cls: 0.0524, recall@thr=0.5: 0.7496, prec@thr=0.5: 0.8241, recall@top3: 0.8261, prec@top3: 0.6978, recall@top5: 0.9415, prec@top5: 0.4877, loss: 0.0524, grad_norm: 0.2774 2021-04-16 10:41:32,807 - mmaction - INFO - Epoch [8][2300/3842] lr: 1.018e-02, eta: 3:38:12, time: 1.440, data_time: 0.046, memory: 10738, loss_action_cls: 0.0513, recall@thr=0.5: 0.7611, prec@thr=0.5: 0.8170, recall@top3: 0.8400, prec@top3: 0.6993, recall@top5: 0.9476, prec@top5: 0.4842, loss: 0.0513, grad_norm: 0.2689 2021-04-16 10:42:00,380 - mmaction - INFO - Epoch [8][2320/3842] lr: 1.013e-02, eta: 3:37:44, time: 1.379, data_time: 0.039, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7602, prec@thr=0.5: 0.8210, recall@top3: 0.8400, prec@top3: 0.6928, recall@top5: 0.9455, prec@top5: 0.4810, loss: 0.0496, grad_norm: 0.2810 2021-04-16 10:42:28,048 - mmaction - INFO - Epoch [8][2340/3842] lr: 1.009e-02, eta: 3:37:15, time: 1.384, data_time: 0.001, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7548, prec@thr=0.5: 0.8265, recall@top3: 0.8441, prec@top3: 0.6995, recall@top5: 0.9504, prec@top5: 0.4859, loss: 0.0500, grad_norm: 0.2751 2021-04-16 10:42:57,748 - mmaction - INFO - Epoch [8][2360/3842] lr: 1.005e-02, eta: 3:36:47, time: 1.483, data_time: 0.067, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7592, prec@thr=0.5: 0.8228, recall@top3: 0.8383, prec@top3: 0.6940, recall@top5: 0.9469, prec@top5: 0.4831, loss: 0.0506, grad_norm: 0.2824 2021-04-16 10:43:25,537 - mmaction - INFO - Epoch [8][2380/3842] lr: 1.001e-02, eta: 3:36:19, time: 1.391, data_time: 0.160, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7651, prec@thr=0.5: 0.8431, recall@top3: 0.8387, prec@top3: 0.7028, recall@top5: 0.9479, prec@top5: 0.4905, loss: 0.0497, grad_norm: 0.2784 2021-04-16 10:43:53,860 - mmaction - INFO - Epoch [8][2400/3842] lr: 9.968e-03, eta: 3:35:50, time: 1.416, data_time: 0.015, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7551, prec@thr=0.5: 0.8150, recall@top3: 0.8290, prec@top3: 0.6949, recall@top5: 0.9394, prec@top5: 0.4852, loss: 0.0515, grad_norm: 0.2788 2021-04-16 10:44:23,992 - mmaction - INFO - Epoch [8][2420/3842] lr: 9.926e-03, eta: 3:35:22, time: 1.507, data_time: 0.001, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7612, prec@thr=0.5: 0.8288, recall@top3: 0.8346, prec@top3: 0.7078, recall@top5: 0.9464, prec@top5: 0.4928, loss: 0.0514, grad_norm: 0.2877 2021-04-16 10:44:52,676 - mmaction - INFO - Epoch [8][2440/3842] lr: 9.884e-03, eta: 3:34:54, time: 1.433, data_time: 0.001, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7556, prec@thr=0.5: 0.8175, recall@top3: 0.8369, prec@top3: 0.7047, recall@top5: 0.9435, prec@top5: 0.4875, loss: 0.0512, grad_norm: 0.2763 2021-04-16 10:45:21,270 - mmaction - INFO - Epoch [8][2460/3842] lr: 9.843e-03, eta: 3:34:26, time: 1.431, data_time: 0.001, memory: 10738, loss_action_cls: 0.0483, recall@thr=0.5: 0.7600, prec@thr=0.5: 0.8217, recall@top3: 0.8495, prec@top3: 0.6914, recall@top5: 0.9523, prec@top5: 0.4769, loss: 0.0483, grad_norm: 0.2609 2021-04-16 10:45:50,947 - mmaction - INFO - Epoch [8][2480/3842] lr: 9.802e-03, eta: 3:33:58, time: 1.484, data_time: 0.001, memory: 10738, loss_action_cls: 0.0522, recall@thr=0.5: 0.7570, prec@thr=0.5: 0.8156, recall@top3: 0.8237, prec@top3: 0.6855, recall@top5: 0.9371, prec@top5: 0.4801, loss: 0.0522, grad_norm: 0.2772 2021-04-16 10:46:18,755 - mmaction - INFO - Epoch [8][2500/3842] lr: 9.760e-03, eta: 3:33:29, time: 1.390, data_time: 0.001, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7514, prec@thr=0.5: 0.8250, recall@top3: 0.8326, prec@top3: 0.6980, recall@top5: 0.9472, prec@top5: 0.4885, loss: 0.0511, grad_norm: 0.2785 2021-04-16 10:46:48,577 - mmaction - INFO - Epoch [8][2520/3842] lr: 9.719e-03, eta: 3:33:01, time: 1.490, data_time: 0.292, memory: 10738, loss_action_cls: 0.0492, recall@thr=0.5: 0.7623, prec@thr=0.5: 0.8237, recall@top3: 0.8467, prec@top3: 0.7082, recall@top5: 0.9516, prec@top5: 0.4878, loss: 0.0492, grad_norm: 0.2724 2021-04-16 10:47:16,767 - mmaction - INFO - Epoch [8][2540/3842] lr: 9.678e-03, eta: 3:32:33, time: 1.411, data_time: 0.136, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7574, prec@thr=0.5: 0.8193, recall@top3: 0.8248, prec@top3: 0.6918, recall@top5: 0.9443, prec@top5: 0.4902, loss: 0.0514, grad_norm: 0.2737 2021-04-16 10:47:46,951 - mmaction - INFO - Epoch [8][2560/3842] lr: 9.637e-03, eta: 3:32:05, time: 1.508, data_time: 0.007, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7576, prec@thr=0.5: 0.8212, recall@top3: 0.8342, prec@top3: 0.6988, recall@top5: 0.9428, prec@top5: 0.4879, loss: 0.0502, grad_norm: 0.2876 2021-04-16 10:48:14,438 - mmaction - INFO - Epoch [8][2580/3842] lr: 9.596e-03, eta: 3:31:36, time: 1.374, data_time: 0.047, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7492, prec@thr=0.5: 0.8193, recall@top3: 0.8329, prec@top3: 0.6886, recall@top5: 0.9384, prec@top5: 0.4774, loss: 0.0521, grad_norm: 0.2875 2021-04-16 10:48:41,860 - mmaction - INFO - Epoch [8][2600/3842] lr: 9.555e-03, eta: 3:31:08, time: 1.372, data_time: 0.002, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7548, prec@thr=0.5: 0.8300, recall@top3: 0.8321, prec@top3: 0.6970, recall@top5: 0.9496, prec@top5: 0.4889, loss: 0.0488, grad_norm: 0.2720 2021-04-16 10:49:11,297 - mmaction - INFO - Epoch [8][2620/3842] lr: 9.514e-03, eta: 3:30:40, time: 1.472, data_time: 0.006, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7572, prec@thr=0.5: 0.8188, recall@top3: 0.8414, prec@top3: 0.6876, recall@top5: 0.9476, prec@top5: 0.4767, loss: 0.0499, grad_norm: 0.2863 2021-04-16 10:49:39,377 - mmaction - INFO - Epoch [8][2640/3842] lr: 9.473e-03, eta: 3:30:11, time: 1.404, data_time: 0.007, memory: 10738, loss_action_cls: 0.0526, recall@thr=0.5: 0.7441, prec@thr=0.5: 0.8149, recall@top3: 0.8229, prec@top3: 0.6792, recall@top5: 0.9382, prec@top5: 0.4789, loss: 0.0526, grad_norm: 0.2856 2021-04-16 10:50:07,861 - mmaction - INFO - Epoch [8][2660/3842] lr: 9.433e-03, eta: 3:29:43, time: 1.424, data_time: 0.058, memory: 10738, loss_action_cls: 0.0531, recall@thr=0.5: 0.7529, prec@thr=0.5: 0.8167, recall@top3: 0.8306, prec@top3: 0.6956, recall@top5: 0.9402, prec@top5: 0.4837, loss: 0.0531, grad_norm: 0.2706 2021-04-16 10:50:37,018 - mmaction - INFO - Epoch [8][2680/3842] lr: 9.392e-03, eta: 3:29:15, time: 1.458, data_time: 0.072, memory: 10738, loss_action_cls: 0.0518, recall@thr=0.5: 0.7538, prec@thr=0.5: 0.8183, recall@top3: 0.8333, prec@top3: 0.7026, recall@top5: 0.9442, prec@top5: 0.4896, loss: 0.0518, grad_norm: 0.2843 2021-04-16 10:51:03,578 - mmaction - INFO - Epoch [8][2700/3842] lr: 9.351e-03, eta: 3:28:46, time: 1.328, data_time: 0.001, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7607, prec@thr=0.5: 0.8218, recall@top3: 0.8368, prec@top3: 0.7109, recall@top5: 0.9486, prec@top5: 0.4952, loss: 0.0503, grad_norm: 0.2809 2021-04-16 10:51:33,161 - mmaction - INFO - Epoch [8][2720/3842] lr: 9.311e-03, eta: 3:28:18, time: 1.479, data_time: 0.001, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7656, prec@thr=0.5: 0.8321, recall@top3: 0.8463, prec@top3: 0.7005, recall@top5: 0.9492, prec@top5: 0.4837, loss: 0.0501, grad_norm: 0.2768 2021-04-16 10:52:00,534 - mmaction - INFO - Epoch [8][2740/3842] lr: 9.270e-03, eta: 3:27:49, time: 1.368, data_time: 0.001, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7682, prec@thr=0.5: 0.8295, recall@top3: 0.8388, prec@top3: 0.7025, recall@top5: 0.9517, prec@top5: 0.4933, loss: 0.0493, grad_norm: 0.2889 2021-04-16 10:52:30,455 - mmaction - INFO - Epoch [8][2760/3842] lr: 9.230e-03, eta: 3:27:21, time: 1.495, data_time: 0.001, memory: 10738, loss_action_cls: 0.0523, recall@thr=0.5: 0.7588, prec@thr=0.5: 0.8199, recall@top3: 0.8308, prec@top3: 0.6965, recall@top5: 0.9411, prec@top5: 0.4858, loss: 0.0523, grad_norm: 0.2756 2021-04-16 10:52:57,835 - mmaction - INFO - Epoch [8][2780/3842] lr: 9.190e-03, eta: 3:26:52, time: 1.370, data_time: 0.035, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7600, prec@thr=0.5: 0.8231, recall@top3: 0.8362, prec@top3: 0.7009, recall@top5: 0.9455, prec@top5: 0.4888, loss: 0.0503, grad_norm: 0.2735 2021-04-16 10:53:26,002 - mmaction - INFO - Epoch [8][2800/3842] lr: 9.150e-03, eta: 3:26:24, time: 1.409, data_time: 0.001, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7689, prec@thr=0.5: 0.8267, recall@top3: 0.8360, prec@top3: 0.7183, recall@top5: 0.9456, prec@top5: 0.4987, loss: 0.0499, grad_norm: 0.2713 2021-04-16 10:53:55,936 - mmaction - INFO - Epoch [8][2820/3842] lr: 9.110e-03, eta: 3:25:56, time: 1.495, data_time: 0.001, memory: 10738, loss_action_cls: 0.0530, recall@thr=0.5: 0.7541, prec@thr=0.5: 0.8154, recall@top3: 0.8236, prec@top3: 0.6985, recall@top5: 0.9379, prec@top5: 0.4897, loss: 0.0530, grad_norm: 0.2861 2021-04-16 10:54:22,607 - mmaction - INFO - Epoch [8][2840/3842] lr: 9.070e-03, eta: 3:25:27, time: 1.336, data_time: 0.003, memory: 10738, loss_action_cls: 0.0519, recall@thr=0.5: 0.7517, prec@thr=0.5: 0.8149, recall@top3: 0.8249, prec@top3: 0.6979, recall@top5: 0.9390, prec@top5: 0.4911, loss: 0.0519, grad_norm: 0.2822 2021-04-16 10:54:52,160 - mmaction - INFO - Epoch [8][2860/3842] lr: 9.030e-03, eta: 3:24:59, time: 1.478, data_time: 0.001, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7626, prec@thr=0.5: 0.8340, recall@top3: 0.8441, prec@top3: 0.7051, recall@top5: 0.9531, prec@top5: 0.4901, loss: 0.0495, grad_norm: 0.2751 2021-04-16 10:55:20,226 - mmaction - INFO - Epoch [8][2880/3842] lr: 8.990e-03, eta: 3:24:31, time: 1.403, data_time: 0.001, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7626, prec@thr=0.5: 0.8219, recall@top3: 0.8343, prec@top3: 0.7028, recall@top5: 0.9446, prec@top5: 0.4910, loss: 0.0503, grad_norm: 0.2748 2021-04-16 10:55:49,881 - mmaction - INFO - Epoch [8][2900/3842] lr: 8.950e-03, eta: 3:24:03, time: 1.483, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7808, prec@thr=0.5: 0.8212, recall@top3: 0.8386, prec@top3: 0.7040, recall@top5: 0.9454, prec@top5: 0.4894, loss: 0.0502, grad_norm: 0.2739 2021-04-16 10:56:16,658 - mmaction - INFO - Epoch [8][2920/3842] lr: 8.910e-03, eta: 3:23:34, time: 1.339, data_time: 0.001, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7663, prec@thr=0.5: 0.8259, recall@top3: 0.8340, prec@top3: 0.7155, recall@top5: 0.9476, prec@top5: 0.5010, loss: 0.0504, grad_norm: 0.2707 2021-04-16 10:56:45,133 - mmaction - INFO - Epoch [8][2940/3842] lr: 8.871e-03, eta: 3:23:05, time: 1.424, data_time: 0.001, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7638, prec@thr=0.5: 0.8362, recall@top3: 0.8359, prec@top3: 0.7056, recall@top5: 0.9438, prec@top5: 0.4897, loss: 0.0514, grad_norm: 0.2707 2021-04-16 10:57:13,601 - mmaction - INFO - Epoch [8][2960/3842] lr: 8.831e-03, eta: 3:22:37, time: 1.423, data_time: 0.001, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7655, prec@thr=0.5: 0.8252, recall@top3: 0.8363, prec@top3: 0.7022, recall@top5: 0.9459, prec@top5: 0.4893, loss: 0.0506, grad_norm: 0.2685 2021-04-16 10:57:42,358 - mmaction - INFO - Epoch [8][2980/3842] lr: 8.792e-03, eta: 3:22:09, time: 1.439, data_time: 0.001, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7599, prec@thr=0.5: 0.8214, recall@top3: 0.8375, prec@top3: 0.6947, recall@top5: 0.9445, prec@top5: 0.4817, loss: 0.0495, grad_norm: 0.2829 2021-04-16 10:58:09,751 - mmaction - INFO - Epoch [8][3000/3842] lr: 8.752e-03, eta: 3:21:40, time: 1.369, data_time: 0.001, memory: 10738, loss_action_cls: 0.0509, recall@thr=0.5: 0.7558, prec@thr=0.5: 0.8212, recall@top3: 0.8305, prec@top3: 0.6935, recall@top5: 0.9429, prec@top5: 0.4848, loss: 0.0509, grad_norm: 0.2818 2021-04-16 10:58:39,166 - mmaction - INFO - Epoch [8][3020/3842] lr: 8.713e-03, eta: 3:21:12, time: 1.471, data_time: 0.001, memory: 10738, loss_action_cls: 0.0510, recall@thr=0.5: 0.7535, prec@thr=0.5: 0.8136, recall@top3: 0.8344, prec@top3: 0.6996, recall@top5: 0.9438, prec@top5: 0.4857, loss: 0.0510, grad_norm: 0.2841 2021-04-16 10:59:07,097 - mmaction - INFO - Epoch [8][3040/3842] lr: 8.673e-03, eta: 3:20:43, time: 1.397, data_time: 0.084, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7597, prec@thr=0.5: 0.8224, recall@top3: 0.8377, prec@top3: 0.6859, recall@top5: 0.9446, prec@top5: 0.4755, loss: 0.0500, grad_norm: 0.2777 2021-04-16 10:59:34,321 - mmaction - INFO - Epoch [8][3060/3842] lr: 8.634e-03, eta: 3:20:15, time: 1.361, data_time: 0.104, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7651, prec@thr=0.5: 0.8288, recall@top3: 0.8438, prec@top3: 0.7085, recall@top5: 0.9500, prec@top5: 0.4919, loss: 0.0500, grad_norm: 0.2761 2021-04-16 11:00:02,239 - mmaction - INFO - Epoch [8][3080/3842] lr: 8.595e-03, eta: 3:19:46, time: 1.396, data_time: 0.001, memory: 10738, loss_action_cls: 0.0508, recall@thr=0.5: 0.7522, prec@thr=0.5: 0.8296, recall@top3: 0.8347, prec@top3: 0.6903, recall@top5: 0.9442, prec@top5: 0.4801, loss: 0.0508, grad_norm: 0.2648 2021-04-16 11:00:31,095 - mmaction - INFO - Epoch [8][3100/3842] lr: 8.556e-03, eta: 3:19:18, time: 1.443, data_time: 0.143, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7711, prec@thr=0.5: 0.8307, recall@top3: 0.8335, prec@top3: 0.7101, recall@top5: 0.9481, prec@top5: 0.4944, loss: 0.0512, grad_norm: 0.2781 2021-04-16 11:01:00,515 - mmaction - INFO - Epoch [8][3120/3842] lr: 8.517e-03, eta: 3:18:50, time: 1.472, data_time: 0.152, memory: 10738, loss_action_cls: 0.0505, recall@thr=0.5: 0.7633, prec@thr=0.5: 0.8299, recall@top3: 0.8396, prec@top3: 0.6962, recall@top5: 0.9464, prec@top5: 0.4850, loss: 0.0505, grad_norm: 0.2662 2021-04-16 11:01:27,457 - mmaction - INFO - Epoch [8][3140/3842] lr: 8.478e-03, eta: 3:18:21, time: 1.347, data_time: 0.001, memory: 10738, loss_action_cls: 0.0479, recall@thr=0.5: 0.7703, prec@thr=0.5: 0.8347, recall@top3: 0.8440, prec@top3: 0.7011, recall@top5: 0.9447, prec@top5: 0.4831, loss: 0.0479, grad_norm: 0.2723 2021-04-16 11:01:55,246 - mmaction - INFO - Epoch [8][3160/3842] lr: 8.440e-03, eta: 3:17:52, time: 1.389, data_time: 0.009, memory: 10738, loss_action_cls: 0.0509, recall@thr=0.5: 0.7480, prec@thr=0.5: 0.8211, recall@top3: 0.8322, prec@top3: 0.6897, recall@top5: 0.9444, prec@top5: 0.4811, loss: 0.0509, grad_norm: 0.2766 2021-04-16 11:02:23,998 - mmaction - INFO - Epoch [8][3180/3842] lr: 8.401e-03, eta: 3:17:24, time: 1.438, data_time: 0.001, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7603, prec@thr=0.5: 0.8278, recall@top3: 0.8318, prec@top3: 0.7037, recall@top5: 0.9467, prec@top5: 0.4941, loss: 0.0503, grad_norm: 0.2744 2021-04-16 11:02:53,284 - mmaction - INFO - Epoch [8][3200/3842] lr: 8.362e-03, eta: 3:16:56, time: 1.464, data_time: 0.001, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7677, prec@thr=0.5: 0.8175, recall@top3: 0.8327, prec@top3: 0.6968, recall@top5: 0.9451, prec@top5: 0.4875, loss: 0.0494, grad_norm: 0.2872 2021-04-16 11:03:23,531 - mmaction - INFO - Epoch [8][3220/3842] lr: 8.324e-03, eta: 3:16:28, time: 1.513, data_time: 0.001, memory: 10738, loss_action_cls: 0.0525, recall@thr=0.5: 0.7569, prec@thr=0.5: 0.8216, recall@top3: 0.8300, prec@top3: 0.6984, recall@top5: 0.9378, prec@top5: 0.4871, loss: 0.0525, grad_norm: 0.2859 2021-04-16 11:03:50,268 - mmaction - INFO - Epoch [8][3240/3842] lr: 8.285e-03, eta: 3:15:59, time: 1.337, data_time: 0.039, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7649, prec@thr=0.5: 0.8266, recall@top3: 0.8311, prec@top3: 0.7041, recall@top5: 0.9462, prec@top5: 0.4949, loss: 0.0503, grad_norm: 0.2863 2021-04-16 11:04:19,560 - mmaction - INFO - Epoch [8][3260/3842] lr: 8.247e-03, eta: 3:15:31, time: 1.464, data_time: 0.044, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7589, prec@thr=0.5: 0.8204, recall@top3: 0.8406, prec@top3: 0.6987, recall@top5: 0.9463, prec@top5: 0.4831, loss: 0.0497, grad_norm: 0.2733 2021-04-16 11:04:47,371 - mmaction - INFO - Epoch [8][3280/3842] lr: 8.208e-03, eta: 3:15:03, time: 1.390, data_time: 0.128, memory: 10738, loss_action_cls: 0.0505, recall@thr=0.5: 0.7666, prec@thr=0.5: 0.8286, recall@top3: 0.8326, prec@top3: 0.6951, recall@top5: 0.9460, prec@top5: 0.4861, loss: 0.0505, grad_norm: 0.2780 2021-04-16 11:05:15,480 - mmaction - INFO - Epoch [8][3300/3842] lr: 8.170e-03, eta: 3:14:34, time: 1.404, data_time: 0.013, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7638, prec@thr=0.5: 0.8259, recall@top3: 0.8341, prec@top3: 0.6863, recall@top5: 0.9477, prec@top5: 0.4801, loss: 0.0495, grad_norm: 0.2846 2021-04-16 11:05:41,906 - mmaction - INFO - Epoch [8][3320/3842] lr: 8.132e-03, eta: 3:14:05, time: 1.323, data_time: 0.036, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7614, prec@thr=0.5: 0.8315, recall@top3: 0.8320, prec@top3: 0.6975, recall@top5: 0.9409, prec@top5: 0.4861, loss: 0.0514, grad_norm: 0.2759 2021-04-16 11:06:11,805 - mmaction - INFO - Epoch [8][3340/3842] lr: 8.094e-03, eta: 3:13:37, time: 1.494, data_time: 0.001, memory: 10738, loss_action_cls: 0.0540, recall@thr=0.5: 0.7444, prec@thr=0.5: 0.8125, recall@top3: 0.8193, prec@top3: 0.7025, recall@top5: 0.9357, prec@top5: 0.4943, loss: 0.0540, grad_norm: 0.2837 2021-04-16 11:06:40,329 - mmaction - INFO - Epoch [8][3360/3842] lr: 8.056e-03, eta: 3:13:09, time: 1.427, data_time: 0.001, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7682, prec@thr=0.5: 0.8208, recall@top3: 0.8329, prec@top3: 0.7100, recall@top5: 0.9441, prec@top5: 0.4950, loss: 0.0511, grad_norm: 0.2804 2021-04-16 11:07:08,452 - mmaction - INFO - Epoch [8][3380/3842] lr: 8.018e-03, eta: 3:12:41, time: 1.407, data_time: 0.001, memory: 10738, loss_action_cls: 0.0544, recall@thr=0.5: 0.7269, prec@thr=0.5: 0.8034, recall@top3: 0.8126, prec@top3: 0.6869, recall@top5: 0.9376, prec@top5: 0.4869, loss: 0.0544, grad_norm: 0.2893 2021-04-16 11:07:36,368 - mmaction - INFO - Epoch [8][3400/3842] lr: 7.980e-03, eta: 3:12:12, time: 1.394, data_time: 0.001, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7485, prec@thr=0.5: 0.8072, recall@top3: 0.8237, prec@top3: 0.6879, recall@top5: 0.9346, prec@top5: 0.4808, loss: 0.0538, grad_norm: 0.2843 2021-04-16 11:08:03,874 - mmaction - INFO - Epoch [8][3420/3842] lr: 7.942e-03, eta: 3:11:43, time: 1.377, data_time: 0.002, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7479, prec@thr=0.5: 0.8274, recall@top3: 0.8280, prec@top3: 0.6869, recall@top5: 0.9412, prec@top5: 0.4805, loss: 0.0515, grad_norm: 0.2817 2021-04-16 11:08:32,569 - mmaction - INFO - Epoch [8][3440/3842] lr: 7.905e-03, eta: 3:11:15, time: 1.435, data_time: 0.001, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7477, prec@thr=0.5: 0.8189, recall@top3: 0.8331, prec@top3: 0.6984, recall@top5: 0.9504, prec@top5: 0.4886, loss: 0.0506, grad_norm: 0.2740 2021-04-16 11:09:01,465 - mmaction - INFO - Epoch [8][3460/3842] lr: 7.867e-03, eta: 3:10:47, time: 1.445, data_time: 0.001, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7602, prec@thr=0.5: 0.8212, recall@top3: 0.8346, prec@top3: 0.7082, recall@top5: 0.9430, prec@top5: 0.4911, loss: 0.0504, grad_norm: 0.2679 2021-04-16 11:09:29,592 - mmaction - INFO - Epoch [8][3480/3842] lr: 7.829e-03, eta: 3:10:18, time: 1.405, data_time: 0.001, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7593, prec@thr=0.5: 0.8185, recall@top3: 0.8255, prec@top3: 0.6862, recall@top5: 0.9423, prec@top5: 0.4835, loss: 0.0521, grad_norm: 0.2838 2021-04-16 11:10:00,002 - mmaction - INFO - Epoch [8][3500/3842] lr: 7.792e-03, eta: 3:09:51, time: 1.521, data_time: 0.002, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7470, prec@thr=0.5: 0.8325, recall@top3: 0.8357, prec@top3: 0.6998, recall@top5: 0.9419, prec@top5: 0.4851, loss: 0.0512, grad_norm: 0.2711 2021-04-16 11:10:28,525 - mmaction - INFO - Epoch [8][3520/3842] lr: 7.755e-03, eta: 3:09:22, time: 1.427, data_time: 0.001, memory: 10738, loss_action_cls: 0.0531, recall@thr=0.5: 0.7544, prec@thr=0.5: 0.8108, recall@top3: 0.8262, prec@top3: 0.6870, recall@top5: 0.9429, prec@top5: 0.4825, loss: 0.0531, grad_norm: 0.2916 2021-04-16 11:10:57,940 - mmaction - INFO - Epoch [8][3540/3842] lr: 7.717e-03, eta: 3:08:54, time: 1.471, data_time: 0.001, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7676, prec@thr=0.5: 0.8235, recall@top3: 0.8419, prec@top3: 0.6951, recall@top5: 0.9496, prec@top5: 0.4828, loss: 0.0503, grad_norm: 0.2695 2021-04-16 11:11:25,531 - mmaction - INFO - Epoch [8][3560/3842] lr: 7.680e-03, eta: 3:08:25, time: 1.379, data_time: 0.001, memory: 10738, loss_action_cls: 0.0510, recall@thr=0.5: 0.7432, prec@thr=0.5: 0.8219, recall@top3: 0.8364, prec@top3: 0.6921, recall@top5: 0.9447, prec@top5: 0.4816, loss: 0.0510, grad_norm: 0.2704 2021-04-16 11:11:54,234 - mmaction - INFO - Epoch [8][3580/3842] lr: 7.643e-03, eta: 3:07:57, time: 1.435, data_time: 0.001, memory: 10738, loss_action_cls: 0.0517, recall@thr=0.5: 0.7483, prec@thr=0.5: 0.8101, recall@top3: 0.8247, prec@top3: 0.6893, recall@top5: 0.9419, prec@top5: 0.4849, loss: 0.0517, grad_norm: 0.2801 2021-04-16 11:12:23,565 - mmaction - INFO - Epoch [8][3600/3842] lr: 7.606e-03, eta: 3:07:29, time: 1.467, data_time: 0.024, memory: 10738, loss_action_cls: 0.0509, recall@thr=0.5: 0.7534, prec@thr=0.5: 0.8146, recall@top3: 0.8330, prec@top3: 0.6778, recall@top5: 0.9512, prec@top5: 0.4756, loss: 0.0509, grad_norm: 0.2767 2021-04-16 11:12:54,235 - mmaction - INFO - Epoch [8][3620/3842] lr: 7.569e-03, eta: 3:07:01, time: 1.533, data_time: 0.202, memory: 10738, loss_action_cls: 0.0483, recall@thr=0.5: 0.7556, prec@thr=0.5: 0.8302, recall@top3: 0.8462, prec@top3: 0.6946, recall@top5: 0.9504, prec@top5: 0.4795, loss: 0.0483, grad_norm: 0.2742 2021-04-16 11:13:21,782 - mmaction - INFO - Epoch [8][3640/3842] lr: 7.532e-03, eta: 3:06:33, time: 1.377, data_time: 0.059, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7613, prec@thr=0.5: 0.8261, recall@top3: 0.8433, prec@top3: 0.6940, recall@top5: 0.9521, prec@top5: 0.4834, loss: 0.0482, grad_norm: 0.2758 2021-04-16 11:13:49,159 - mmaction - INFO - Epoch [8][3660/3842] lr: 7.495e-03, eta: 3:06:04, time: 1.368, data_time: 0.001, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7658, prec@thr=0.5: 0.8307, recall@top3: 0.8376, prec@top3: 0.7189, recall@top5: 0.9424, prec@top5: 0.4985, loss: 0.0503, grad_norm: 0.2856 2021-04-16 11:14:17,626 - mmaction - INFO - Epoch [8][3680/3842] lr: 7.458e-03, eta: 3:05:36, time: 1.424, data_time: 0.005, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7556, prec@thr=0.5: 0.8307, recall@top3: 0.8396, prec@top3: 0.7034, recall@top5: 0.9456, prec@top5: 0.4879, loss: 0.0511, grad_norm: 0.2894 2021-04-16 11:14:45,927 - mmaction - INFO - Epoch [8][3700/3842] lr: 7.422e-03, eta: 3:05:07, time: 1.415, data_time: 0.001, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7689, prec@thr=0.5: 0.8321, recall@top3: 0.8443, prec@top3: 0.7023, recall@top5: 0.9472, prec@top5: 0.4829, loss: 0.0495, grad_norm: 0.2706 2021-04-16 11:15:13,409 - mmaction - INFO - Epoch [8][3720/3842] lr: 7.385e-03, eta: 3:04:39, time: 1.374, data_time: 0.001, memory: 10738, loss_action_cls: 0.0518, recall@thr=0.5: 0.7562, prec@thr=0.5: 0.8202, recall@top3: 0.8364, prec@top3: 0.6951, recall@top5: 0.9419, prec@top5: 0.4808, loss: 0.0518, grad_norm: 0.2733 2021-04-16 11:15:40,956 - mmaction - INFO - Epoch [8][3740/3842] lr: 7.349e-03, eta: 3:04:10, time: 1.375, data_time: 0.001, memory: 10738, loss_action_cls: 0.0534, recall@thr=0.5: 0.7531, prec@thr=0.5: 0.8214, recall@top3: 0.8256, prec@top3: 0.6992, recall@top5: 0.9322, prec@top5: 0.4860, loss: 0.0534, grad_norm: 0.2694 2021-04-16 11:16:09,398 - mmaction - INFO - Epoch [8][3760/3842] lr: 7.312e-03, eta: 3:03:42, time: 1.424, data_time: 0.129, memory: 10738, loss_action_cls: 0.0521, recall@thr=0.5: 0.7591, prec@thr=0.5: 0.8170, recall@top3: 0.8323, prec@top3: 0.6974, recall@top5: 0.9413, prec@top5: 0.4850, loss: 0.0521, grad_norm: 0.2756 2021-04-16 11:16:35,778 - mmaction - INFO - Epoch [8][3780/3842] lr: 7.276e-03, eta: 3:03:13, time: 1.319, data_time: 0.036, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7602, prec@thr=0.5: 0.8318, recall@top3: 0.8432, prec@top3: 0.6999, recall@top5: 0.9450, prec@top5: 0.4831, loss: 0.0511, grad_norm: 0.2787 2021-04-16 11:17:06,101 - mmaction - INFO - Epoch [8][3800/3842] lr: 7.240e-03, eta: 3:02:45, time: 1.516, data_time: 0.038, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7658, prec@thr=0.5: 0.8277, recall@top3: 0.8386, prec@top3: 0.7013, recall@top5: 0.9454, prec@top5: 0.4895, loss: 0.0501, grad_norm: 0.2716 2021-04-16 11:17:34,928 - mmaction - INFO - Epoch [8][3820/3842] lr: 7.203e-03, eta: 3:02:17, time: 1.441, data_time: 0.001, memory: 10738, loss_action_cls: 0.0516, recall@thr=0.5: 0.7550, prec@thr=0.5: 0.8245, recall@top3: 0.8296, prec@top3: 0.6940, recall@top5: 0.9419, prec@top5: 0.4853, loss: 0.0516, grad_norm: 0.2782 2021-04-16 11:18:05,488 - mmaction - INFO - Epoch [8][3840/3842] lr: 7.167e-03, eta: 3:01:49, time: 1.529, data_time: 0.002, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7570, prec@thr=0.5: 0.8162, recall@top3: 0.8293, prec@top3: 0.6930, recall@top5: 0.9454, prec@top5: 0.4868, loss: 0.0507, grad_norm: 0.2788 2021-04-16 11:18:09,580 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-04-16 11:41:35,267 - mmaction - INFO - Evaluating mAP ... 2021-04-16 11:48:40,970 - mmaction - INFO - mAP@0.5IOU 0.2683 2021-04-16 11:48:42,148 - mmaction - INFO - Epoch(val) [8][3842] mAP@0.5IOU: 0.2683 2021-04-16 11:50:05,270 - mmaction - INFO - Epoch [9][20/3842] lr: 7.128e-03, eta: 3:01:30, time: 4.156, data_time: 2.794, memory: 10738, loss_action_cls: 0.0492, recall@thr=0.5: 0.7595, prec@thr=0.5: 0.8328, recall@top3: 0.8433, prec@top3: 0.7033, recall@top5: 0.9516, prec@top5: 0.4881, loss: 0.0492, grad_norm: 0.2772 2021-04-16 11:50:36,215 - mmaction - INFO - Epoch [9][40/3842] lr: 7.092e-03, eta: 3:01:03, time: 1.547, data_time: 0.211, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7692, prec@thr=0.5: 0.8280, recall@top3: 0.8391, prec@top3: 0.6971, recall@top5: 0.9471, prec@top5: 0.4846, loss: 0.0503, grad_norm: 0.2657 2021-04-16 11:51:05,504 - mmaction - INFO - Epoch [9][60/3842] lr: 7.056e-03, eta: 3:00:34, time: 1.463, data_time: 0.038, memory: 10738, loss_action_cls: 0.0476, recall@thr=0.5: 0.7546, prec@thr=0.5: 0.8365, recall@top3: 0.8439, prec@top3: 0.7124, recall@top5: 0.9473, prec@top5: 0.4927, loss: 0.0476, grad_norm: 0.2776 2021-04-16 11:51:36,228 - mmaction - INFO - Epoch [9][80/3842] lr: 7.020e-03, eta: 3:00:07, time: 1.537, data_time: 0.002, memory: 10738, loss_action_cls: 0.0513, recall@thr=0.5: 0.7609, prec@thr=0.5: 0.8193, recall@top3: 0.8375, prec@top3: 0.6853, recall@top5: 0.9402, prec@top5: 0.4736, loss: 0.0513, grad_norm: 0.2849 2021-04-16 11:52:05,394 - mmaction - INFO - Epoch [9][100/3842] lr: 6.984e-03, eta: 2:59:38, time: 1.459, data_time: 0.019, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7518, prec@thr=0.5: 0.8215, recall@top3: 0.8321, prec@top3: 0.6953, recall@top5: 0.9441, prec@top5: 0.4845, loss: 0.0515, grad_norm: 0.2735 2021-04-16 11:52:33,849 - mmaction - INFO - Epoch [9][120/3842] lr: 6.949e-03, eta: 2:59:10, time: 1.422, data_time: 0.001, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7599, prec@thr=0.5: 0.8284, recall@top3: 0.8388, prec@top3: 0.6939, recall@top5: 0.9480, prec@top5: 0.4832, loss: 0.0499, grad_norm: 0.2656 2021-04-16 11:53:01,988 - mmaction - INFO - Epoch [9][140/3842] lr: 6.913e-03, eta: 2:58:41, time: 1.407, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7564, prec@thr=0.5: 0.8303, recall@top3: 0.8332, prec@top3: 0.6940, recall@top5: 0.9425, prec@top5: 0.4832, loss: 0.0502, grad_norm: 0.2739 2021-04-16 11:53:30,159 - mmaction - INFO - Epoch [9][160/3842] lr: 6.878e-03, eta: 2:58:13, time: 1.409, data_time: 0.001, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7636, prec@thr=0.5: 0.8275, recall@top3: 0.8401, prec@top3: 0.7018, recall@top5: 0.9421, prec@top5: 0.4842, loss: 0.0500, grad_norm: 0.2862 2021-04-16 11:53:59,481 - mmaction - INFO - Epoch [9][180/3842] lr: 6.843e-03, eta: 2:57:45, time: 1.466, data_time: 0.001, memory: 10738, loss_action_cls: 0.0509, recall@thr=0.5: 0.7670, prec@thr=0.5: 0.8286, recall@top3: 0.8349, prec@top3: 0.6977, recall@top5: 0.9441, prec@top5: 0.4861, loss: 0.0509, grad_norm: 0.2889 2021-04-16 11:54:29,218 - mmaction - INFO - Epoch [9][200/3842] lr: 6.807e-03, eta: 2:57:17, time: 1.487, data_time: 0.001, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7754, prec@thr=0.5: 0.8330, recall@top3: 0.8345, prec@top3: 0.7135, recall@top5: 0.9509, prec@top5: 0.5005, loss: 0.0490, grad_norm: 0.2672 2021-04-16 11:54:57,177 - mmaction - INFO - Epoch [9][220/3842] lr: 6.772e-03, eta: 2:56:48, time: 1.398, data_time: 0.001, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7455, prec@thr=0.5: 0.8235, recall@top3: 0.8252, prec@top3: 0.6897, recall@top5: 0.9447, prec@top5: 0.4846, loss: 0.0507, grad_norm: 0.3079 2021-04-16 11:55:25,668 - mmaction - INFO - Epoch [9][240/3842] lr: 6.737e-03, eta: 2:56:20, time: 1.425, data_time: 0.001, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7607, prec@thr=0.5: 0.8268, recall@top3: 0.8445, prec@top3: 0.7024, recall@top5: 0.9511, prec@top5: 0.4875, loss: 0.0498, grad_norm: 0.2774 2021-04-16 11:55:53,732 - mmaction - INFO - Epoch [9][260/3842] lr: 6.702e-03, eta: 2:55:51, time: 1.403, data_time: 0.039, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7712, prec@thr=0.5: 0.8426, recall@top3: 0.8423, prec@top3: 0.7144, recall@top5: 0.9429, prec@top5: 0.4936, loss: 0.0494, grad_norm: 0.2754 2021-04-16 11:56:22,367 - mmaction - INFO - Epoch [9][280/3842] lr: 6.667e-03, eta: 2:55:23, time: 1.432, data_time: 0.047, memory: 10738, loss_action_cls: 0.0492, recall@thr=0.5: 0.7654, prec@thr=0.5: 0.8385, recall@top3: 0.8365, prec@top3: 0.7090, recall@top5: 0.9441, prec@top5: 0.4934, loss: 0.0492, grad_norm: 0.2959 2021-04-16 11:56:53,572 - mmaction - INFO - Epoch [9][300/3842] lr: 6.632e-03, eta: 2:54:55, time: 1.559, data_time: 0.001, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7683, prec@thr=0.5: 0.8271, recall@top3: 0.8383, prec@top3: 0.7153, recall@top5: 0.9511, prec@top5: 0.4965, loss: 0.0493, grad_norm: 0.2894 2021-04-16 11:57:22,141 - mmaction - INFO - Epoch [9][320/3842] lr: 6.597e-03, eta: 2:54:27, time: 1.429, data_time: 0.160, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7616, prec@thr=0.5: 0.8285, recall@top3: 0.8397, prec@top3: 0.6961, recall@top5: 0.9478, prec@top5: 0.4835, loss: 0.0493, grad_norm: 0.2861 2021-04-16 11:57:49,971 - mmaction - INFO - Epoch [9][340/3842] lr: 6.563e-03, eta: 2:53:58, time: 1.391, data_time: 0.113, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7717, prec@thr=0.5: 0.8283, recall@top3: 0.8342, prec@top3: 0.6976, recall@top5: 0.9456, prec@top5: 0.4882, loss: 0.0503, grad_norm: 0.2760 2021-04-16 11:58:17,127 - mmaction - INFO - Epoch [9][360/3842] lr: 6.528e-03, eta: 2:53:29, time: 1.358, data_time: 0.001, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7534, prec@thr=0.5: 0.8185, recall@top3: 0.8334, prec@top3: 0.7036, recall@top5: 0.9463, prec@top5: 0.4923, loss: 0.0487, grad_norm: 0.2877 2021-04-16 11:58:45,443 - mmaction - INFO - Epoch [9][380/3842] lr: 6.493e-03, eta: 2:53:01, time: 1.416, data_time: 0.001, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7717, prec@thr=0.5: 0.8378, recall@top3: 0.8384, prec@top3: 0.7032, recall@top5: 0.9477, prec@top5: 0.4889, loss: 0.0495, grad_norm: 0.2898 2021-04-16 11:59:13,413 - mmaction - INFO - Epoch [9][400/3842] lr: 6.459e-03, eta: 2:52:32, time: 1.399, data_time: 0.001, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7653, prec@thr=0.5: 0.8289, recall@top3: 0.8391, prec@top3: 0.7020, recall@top5: 0.9500, prec@top5: 0.4892, loss: 0.0495, grad_norm: 0.2779 2021-04-16 11:59:41,285 - mmaction - INFO - Epoch [9][420/3842] lr: 6.425e-03, eta: 2:52:04, time: 1.392, data_time: 0.001, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7761, prec@thr=0.5: 0.8327, recall@top3: 0.8482, prec@top3: 0.7113, recall@top5: 0.9534, prec@top5: 0.4926, loss: 0.0482, grad_norm: 0.2780 2021-04-16 12:00:10,198 - mmaction - INFO - Epoch [9][440/3842] lr: 6.390e-03, eta: 2:51:35, time: 1.447, data_time: 0.002, memory: 10738, loss_action_cls: 0.0513, recall@thr=0.5: 0.7626, prec@thr=0.5: 0.8187, recall@top3: 0.8343, prec@top3: 0.6937, recall@top5: 0.9394, prec@top5: 0.4804, loss: 0.0513, grad_norm: 0.2846 2021-04-16 12:00:37,937 - mmaction - INFO - Epoch [9][460/3842] lr: 6.356e-03, eta: 2:51:07, time: 1.386, data_time: 0.001, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7674, prec@thr=0.5: 0.8380, recall@top3: 0.8397, prec@top3: 0.6985, recall@top5: 0.9405, prec@top5: 0.4828, loss: 0.0494, grad_norm: 0.2800 2021-04-16 12:01:07,212 - mmaction - INFO - Epoch [9][480/3842] lr: 6.322e-03, eta: 2:50:39, time: 1.464, data_time: 0.001, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7536, prec@thr=0.5: 0.8313, recall@top3: 0.8307, prec@top3: 0.7023, recall@top5: 0.9439, prec@top5: 0.4926, loss: 0.0507, grad_norm: 0.2824 2021-04-16 12:01:35,045 - mmaction - INFO - Epoch [9][500/3842] lr: 6.288e-03, eta: 2:50:10, time: 1.392, data_time: 0.002, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7630, prec@thr=0.5: 0.8264, recall@top3: 0.8448, prec@top3: 0.7001, recall@top5: 0.9498, prec@top5: 0.4833, loss: 0.0495, grad_norm: 0.2981 2021-04-16 12:02:04,638 - mmaction - INFO - Epoch [9][520/3842] lr: 6.254e-03, eta: 2:49:42, time: 1.479, data_time: 0.001, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7631, prec@thr=0.5: 0.8217, recall@top3: 0.8316, prec@top3: 0.6905, recall@top5: 0.9468, prec@top5: 0.4872, loss: 0.0494, grad_norm: 0.2829 2021-04-16 12:02:33,660 - mmaction - INFO - Epoch [9][540/3842] lr: 6.220e-03, eta: 2:49:14, time: 1.452, data_time: 0.002, memory: 10738, loss_action_cls: 0.0484, recall@thr=0.5: 0.7661, prec@thr=0.5: 0.8309, recall@top3: 0.8423, prec@top3: 0.7065, recall@top5: 0.9442, prec@top5: 0.4869, loss: 0.0484, grad_norm: 0.2965 2021-04-16 12:03:04,134 - mmaction - INFO - Epoch [9][560/3842] lr: 6.186e-03, eta: 2:48:46, time: 1.524, data_time: 0.271, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7695, prec@thr=0.5: 0.8321, recall@top3: 0.8462, prec@top3: 0.6981, recall@top5: 0.9446, prec@top5: 0.4811, loss: 0.0504, grad_norm: 0.2741 2021-04-16 12:03:32,677 - mmaction - INFO - Epoch [9][580/3842] lr: 6.153e-03, eta: 2:48:17, time: 1.425, data_time: 0.179, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7534, prec@thr=0.5: 0.8283, recall@top3: 0.8336, prec@top3: 0.7042, recall@top5: 0.9449, prec@top5: 0.4899, loss: 0.0502, grad_norm: 0.2912 2021-04-16 12:04:00,200 - mmaction - INFO - Epoch [9][600/3842] lr: 6.119e-03, eta: 2:47:49, time: 1.377, data_time: 0.003, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7709, prec@thr=0.5: 0.8308, recall@top3: 0.8408, prec@top3: 0.7074, recall@top5: 0.9463, prec@top5: 0.4894, loss: 0.0490, grad_norm: 0.2773 2021-04-16 12:04:28,250 - mmaction - INFO - Epoch [9][620/3842] lr: 6.086e-03, eta: 2:47:20, time: 1.403, data_time: 0.002, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7556, prec@thr=0.5: 0.8205, recall@top3: 0.8335, prec@top3: 0.6951, recall@top5: 0.9480, prec@top5: 0.4861, loss: 0.0494, grad_norm: 0.2780 2021-04-16 12:04:56,287 - mmaction - INFO - Epoch [9][640/3842] lr: 6.052e-03, eta: 2:46:52, time: 1.402, data_time: 0.081, memory: 10738, loss_action_cls: 0.0483, recall@thr=0.5: 0.7698, prec@thr=0.5: 0.8282, recall@top3: 0.8450, prec@top3: 0.6932, recall@top5: 0.9475, prec@top5: 0.4784, loss: 0.0483, grad_norm: 0.2822 2021-04-16 12:05:25,473 - mmaction - INFO - Epoch [9][660/3842] lr: 6.019e-03, eta: 2:46:23, time: 1.458, data_time: 0.001, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7623, prec@thr=0.5: 0.8303, recall@top3: 0.8359, prec@top3: 0.6936, recall@top5: 0.9471, prec@top5: 0.4855, loss: 0.0494, grad_norm: 0.2755 2021-04-16 12:05:53,871 - mmaction - INFO - Epoch [9][680/3842] lr: 5.985e-03, eta: 2:45:55, time: 1.422, data_time: 0.002, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7651, prec@thr=0.5: 0.8281, recall@top3: 0.8381, prec@top3: 0.7087, recall@top5: 0.9511, prec@top5: 0.4973, loss: 0.0501, grad_norm: 0.2846 2021-04-16 12:06:21,545 - mmaction - INFO - Epoch [9][700/3842] lr: 5.952e-03, eta: 2:45:26, time: 1.384, data_time: 0.047, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7533, prec@thr=0.5: 0.8351, recall@top3: 0.8299, prec@top3: 0.7074, recall@top5: 0.9422, prec@top5: 0.4949, loss: 0.0506, grad_norm: 0.2732 2021-04-16 12:06:48,744 - mmaction - INFO - Epoch [9][720/3842] lr: 5.919e-03, eta: 2:44:58, time: 1.360, data_time: 0.001, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7703, prec@thr=0.5: 0.8227, recall@top3: 0.8322, prec@top3: 0.7049, recall@top5: 0.9489, prec@top5: 0.4941, loss: 0.0495, grad_norm: 0.2807 2021-04-16 12:07:17,279 - mmaction - INFO - Epoch [9][740/3842] lr: 5.886e-03, eta: 2:44:29, time: 1.427, data_time: 0.001, memory: 10738, loss_action_cls: 0.0480, recall@thr=0.5: 0.7772, prec@thr=0.5: 0.8288, recall@top3: 0.8482, prec@top3: 0.7063, recall@top5: 0.9510, prec@top5: 0.4880, loss: 0.0480, grad_norm: 0.2842 2021-04-16 12:07:45,242 - mmaction - INFO - Epoch [9][760/3842] lr: 5.853e-03, eta: 2:44:01, time: 1.396, data_time: 0.001, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7624, prec@thr=0.5: 0.8232, recall@top3: 0.8392, prec@top3: 0.7031, recall@top5: 0.9410, prec@top5: 0.4858, loss: 0.0503, grad_norm: 0.2804 2021-04-16 12:08:14,186 - mmaction - INFO - Epoch [9][780/3842] lr: 5.820e-03, eta: 2:43:32, time: 1.449, data_time: 0.003, memory: 10738, loss_action_cls: 0.0505, recall@thr=0.5: 0.7725, prec@thr=0.5: 0.8292, recall@top3: 0.8333, prec@top3: 0.7031, recall@top5: 0.9441, prec@top5: 0.4920, loss: 0.0505, grad_norm: 0.2890 2021-04-16 12:08:42,532 - mmaction - INFO - Epoch [9][800/3842] lr: 5.788e-03, eta: 2:43:04, time: 1.417, data_time: 0.025, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7676, prec@thr=0.5: 0.8247, recall@top3: 0.8416, prec@top3: 0.6943, recall@top5: 0.9474, prec@top5: 0.4821, loss: 0.0494, grad_norm: 0.2766 2021-04-16 12:09:09,074 - mmaction - INFO - Epoch [9][820/3842] lr: 5.755e-03, eta: 2:42:35, time: 1.325, data_time: 0.001, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7644, prec@thr=0.5: 0.8301, recall@top3: 0.8365, prec@top3: 0.6982, recall@top5: 0.9423, prec@top5: 0.4865, loss: 0.0503, grad_norm: 0.2826 2021-04-16 12:09:38,184 - mmaction - INFO - Epoch [9][840/3842] lr: 5.722e-03, eta: 2:42:07, time: 1.455, data_time: 0.003, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7580, prec@thr=0.5: 0.8340, recall@top3: 0.8372, prec@top3: 0.7017, recall@top5: 0.9439, prec@top5: 0.4867, loss: 0.0507, grad_norm: 0.2823 2021-04-16 12:10:05,732 - mmaction - INFO - Epoch [9][860/3842] lr: 5.690e-03, eta: 2:41:38, time: 1.380, data_time: 0.003, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7668, prec@thr=0.5: 0.8231, recall@top3: 0.8378, prec@top3: 0.6960, recall@top5: 0.9468, prec@top5: 0.4862, loss: 0.0504, grad_norm: 0.2822 2021-04-16 12:10:33,243 - mmaction - INFO - Epoch [9][880/3842] lr: 5.657e-03, eta: 2:41:10, time: 1.373, data_time: 0.001, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7532, prec@thr=0.5: 0.8198, recall@top3: 0.8320, prec@top3: 0.6927, recall@top5: 0.9422, prec@top5: 0.4842, loss: 0.0515, grad_norm: 0.2910 2021-04-16 12:11:01,824 - mmaction - INFO - Epoch [9][900/3842] lr: 5.625e-03, eta: 2:40:41, time: 1.431, data_time: 0.119, memory: 10738, loss_action_cls: 0.0523, recall@thr=0.5: 0.7458, prec@thr=0.5: 0.8227, recall@top3: 0.8263, prec@top3: 0.6951, recall@top5: 0.9431, prec@top5: 0.4887, loss: 0.0523, grad_norm: 0.2909 2021-04-16 12:11:30,784 - mmaction - INFO - Epoch [9][920/3842] lr: 5.593e-03, eta: 2:40:13, time: 1.447, data_time: 0.021, memory: 10738, loss_action_cls: 0.0526, recall@thr=0.5: 0.7529, prec@thr=0.5: 0.8202, recall@top3: 0.8321, prec@top3: 0.7039, recall@top5: 0.9457, prec@top5: 0.4919, loss: 0.0526, grad_norm: 0.2901 2021-04-16 12:12:01,633 - mmaction - INFO - Epoch [9][940/3842] lr: 5.560e-03, eta: 2:39:45, time: 1.544, data_time: 0.042, memory: 10738, loss_action_cls: 0.0509, recall@thr=0.5: 0.7542, prec@thr=0.5: 0.8287, recall@top3: 0.8349, prec@top3: 0.7021, recall@top5: 0.9415, prec@top5: 0.4868, loss: 0.0509, grad_norm: 0.2792 2021-04-16 12:12:29,099 - mmaction - INFO - Epoch [9][960/3842] lr: 5.528e-03, eta: 2:39:16, time: 1.373, data_time: 0.001, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7483, prec@thr=0.5: 0.8099, recall@top3: 0.8305, prec@top3: 0.6947, recall@top5: 0.9455, prec@top5: 0.4864, loss: 0.0520, grad_norm: 0.2852 2021-04-16 12:12:56,594 - mmaction - INFO - Epoch [9][980/3842] lr: 5.496e-03, eta: 2:38:48, time: 1.372, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7515, prec@thr=0.5: 0.8221, recall@top3: 0.8404, prec@top3: 0.6977, recall@top5: 0.9479, prec@top5: 0.4823, loss: 0.0502, grad_norm: 0.2769 2021-04-16 12:13:23,465 - mmaction - INFO - Epoch [9][1000/3842] lr: 5.464e-03, eta: 2:38:19, time: 1.346, data_time: 0.003, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7586, prec@thr=0.5: 0.8331, recall@top3: 0.8415, prec@top3: 0.7014, recall@top5: 0.9453, prec@top5: 0.4862, loss: 0.0503, grad_norm: 0.2732 2021-04-16 12:13:51,228 - mmaction - INFO - Epoch [9][1020/3842] lr: 5.433e-03, eta: 2:37:50, time: 1.386, data_time: 0.001, memory: 10738, loss_action_cls: 0.0486, recall@thr=0.5: 0.7705, prec@thr=0.5: 0.8269, recall@top3: 0.8406, prec@top3: 0.6985, recall@top5: 0.9443, prec@top5: 0.4815, loss: 0.0486, grad_norm: 0.2784 2021-04-16 12:14:20,226 - mmaction - INFO - Epoch [9][1040/3842] lr: 5.401e-03, eta: 2:37:22, time: 1.450, data_time: 0.002, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7613, prec@thr=0.5: 0.8277, recall@top3: 0.8404, prec@top3: 0.7007, recall@top5: 0.9469, prec@top5: 0.4854, loss: 0.0487, grad_norm: 0.2990 2021-04-16 12:14:47,937 - mmaction - INFO - Epoch [9][1060/3842] lr: 5.369e-03, eta: 2:36:54, time: 1.386, data_time: 0.002, memory: 10738, loss_action_cls: 0.0513, recall@thr=0.5: 0.7501, prec@thr=0.5: 0.8257, recall@top3: 0.8329, prec@top3: 0.6885, recall@top5: 0.9381, prec@top5: 0.4767, loss: 0.0513, grad_norm: 0.2904 2021-04-16 12:15:14,783 - mmaction - INFO - Epoch [9][1080/3842] lr: 5.338e-03, eta: 2:36:25, time: 1.343, data_time: 0.007, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7703, prec@thr=0.5: 0.8308, recall@top3: 0.8364, prec@top3: 0.6961, recall@top5: 0.9488, prec@top5: 0.4877, loss: 0.0496, grad_norm: 0.2772 2021-04-16 12:15:44,567 - mmaction - INFO - Epoch [9][1100/3842] lr: 5.306e-03, eta: 2:35:57, time: 1.489, data_time: 0.001, memory: 10738, loss_action_cls: 0.0486, recall@thr=0.5: 0.7712, prec@thr=0.5: 0.8378, recall@top3: 0.8355, prec@top3: 0.7225, recall@top5: 0.9518, prec@top5: 0.5073, loss: 0.0486, grad_norm: 0.2796 2021-04-16 12:16:14,382 - mmaction - INFO - Epoch [9][1120/3842] lr: 5.275e-03, eta: 2:35:28, time: 1.491, data_time: 0.001, memory: 10738, loss_action_cls: 0.0471, recall@thr=0.5: 0.7790, prec@thr=0.5: 0.8319, recall@top3: 0.8516, prec@top3: 0.7148, recall@top5: 0.9548, prec@top5: 0.4930, loss: 0.0471, grad_norm: 0.2809 2021-04-16 12:16:43,738 - mmaction - INFO - Epoch [9][1140/3842] lr: 5.243e-03, eta: 2:35:00, time: 1.468, data_time: 0.162, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7590, prec@thr=0.5: 0.8307, recall@top3: 0.8366, prec@top3: 0.6931, recall@top5: 0.9483, prec@top5: 0.4829, loss: 0.0497, grad_norm: 0.2905 2021-04-16 12:17:10,779 - mmaction - INFO - Epoch [9][1160/3842] lr: 5.212e-03, eta: 2:34:32, time: 1.350, data_time: 0.001, memory: 10738, loss_action_cls: 0.0538, recall@thr=0.5: 0.7379, prec@thr=0.5: 0.8129, recall@top3: 0.8186, prec@top3: 0.6977, recall@top5: 0.9397, prec@top5: 0.4926, loss: 0.0538, grad_norm: 0.2896 2021-04-16 12:17:39,034 - mmaction - INFO - Epoch [9][1180/3842] lr: 5.181e-03, eta: 2:34:03, time: 1.413, data_time: 0.030, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7630, prec@thr=0.5: 0.8177, recall@top3: 0.8352, prec@top3: 0.6891, recall@top5: 0.9467, prec@top5: 0.4811, loss: 0.0507, grad_norm: 0.2911 2021-04-16 12:18:06,559 - mmaction - INFO - Epoch [9][1200/3842] lr: 5.150e-03, eta: 2:33:34, time: 1.376, data_time: 0.001, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7591, prec@thr=0.5: 0.8328, recall@top3: 0.8322, prec@top3: 0.7007, recall@top5: 0.9390, prec@top5: 0.4879, loss: 0.0515, grad_norm: 0.2871 2021-04-16 12:18:34,211 - mmaction - INFO - Epoch [9][1220/3842] lr: 5.119e-03, eta: 2:33:06, time: 1.383, data_time: 0.002, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7718, prec@thr=0.5: 0.8275, recall@top3: 0.8510, prec@top3: 0.6975, recall@top5: 0.9556, prec@top5: 0.4831, loss: 0.0482, grad_norm: 0.2830 2021-04-16 12:19:01,624 - mmaction - INFO - Epoch [9][1240/3842] lr: 5.088e-03, eta: 2:32:37, time: 1.371, data_time: 0.017, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7621, prec@thr=0.5: 0.8328, recall@top3: 0.8341, prec@top3: 0.7026, recall@top5: 0.9495, prec@top5: 0.4924, loss: 0.0503, grad_norm: 0.2981 2021-04-16 12:19:29,690 - mmaction - INFO - Epoch [9][1260/3842] lr: 5.057e-03, eta: 2:32:09, time: 1.403, data_time: 0.001, memory: 10738, loss_action_cls: 0.0505, recall@thr=0.5: 0.7653, prec@thr=0.5: 0.8355, recall@top3: 0.8323, prec@top3: 0.6940, recall@top5: 0.9412, prec@top5: 0.4844, loss: 0.0505, grad_norm: 0.2775 2021-04-16 12:19:59,908 - mmaction - INFO - Epoch [9][1280/3842] lr: 5.027e-03, eta: 2:31:41, time: 1.509, data_time: 0.129, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7681, prec@thr=0.5: 0.8291, recall@top3: 0.8369, prec@top3: 0.7002, recall@top5: 0.9477, prec@top5: 0.4887, loss: 0.0501, grad_norm: 0.2814 2021-04-16 12:20:28,049 - mmaction - INFO - Epoch [9][1300/3842] lr: 4.996e-03, eta: 2:31:12, time: 1.408, data_time: 0.003, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7698, prec@thr=0.5: 0.8246, recall@top3: 0.8424, prec@top3: 0.7004, recall@top5: 0.9465, prec@top5: 0.4843, loss: 0.0488, grad_norm: 0.2786 2021-04-16 12:20:54,780 - mmaction - INFO - Epoch [9][1320/3842] lr: 4.965e-03, eta: 2:30:43, time: 1.337, data_time: 0.008, memory: 10738, loss_action_cls: 0.0508, recall@thr=0.5: 0.7556, prec@thr=0.5: 0.8222, recall@top3: 0.8393, prec@top3: 0.7043, recall@top5: 0.9449, prec@top5: 0.4867, loss: 0.0508, grad_norm: 0.2802 2021-04-16 12:21:23,483 - mmaction - INFO - Epoch [9][1340/3842] lr: 4.935e-03, eta: 2:30:15, time: 1.435, data_time: 0.001, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7640, prec@thr=0.5: 0.8373, recall@top3: 0.8486, prec@top3: 0.7058, recall@top5: 0.9508, prec@top5: 0.4864, loss: 0.0488, grad_norm: 0.2942 2021-04-16 12:21:51,232 - mmaction - INFO - Epoch [9][1360/3842] lr: 4.905e-03, eta: 2:29:47, time: 1.386, data_time: 0.001, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7714, prec@thr=0.5: 0.8290, recall@top3: 0.8379, prec@top3: 0.7036, recall@top5: 0.9440, prec@top5: 0.4876, loss: 0.0488, grad_norm: 0.2715 2021-04-16 12:22:18,409 - mmaction - INFO - Epoch [9][1380/3842] lr: 4.874e-03, eta: 2:29:18, time: 1.359, data_time: 0.002, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7565, prec@thr=0.5: 0.8254, recall@top3: 0.8347, prec@top3: 0.7029, recall@top5: 0.9483, prec@top5: 0.4905, loss: 0.0506, grad_norm: 0.2888 2021-04-16 12:22:48,771 - mmaction - INFO - Epoch [9][1400/3842] lr: 4.844e-03, eta: 2:28:50, time: 1.518, data_time: 0.001, memory: 10738, loss_action_cls: 0.0520, recall@thr=0.5: 0.7591, prec@thr=0.5: 0.8206, recall@top3: 0.8245, prec@top3: 0.6851, recall@top5: 0.9421, prec@top5: 0.4811, loss: 0.0520, grad_norm: 0.2932 2021-04-16 12:23:16,414 - mmaction - INFO - Epoch [9][1420/3842] lr: 4.814e-03, eta: 2:28:21, time: 1.383, data_time: 0.001, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7571, prec@thr=0.5: 0.8265, recall@top3: 0.8322, prec@top3: 0.6999, recall@top5: 0.9445, prec@top5: 0.4900, loss: 0.0515, grad_norm: 0.2755 2021-04-16 12:23:44,543 - mmaction - INFO - Epoch [9][1440/3842] lr: 4.784e-03, eta: 2:27:53, time: 1.405, data_time: 0.107, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7632, prec@thr=0.5: 0.8230, recall@top3: 0.8428, prec@top3: 0.6951, recall@top5: 0.9500, prec@top5: 0.4815, loss: 0.0496, grad_norm: 0.2854 2021-04-16 12:24:11,420 - mmaction - INFO - Epoch [9][1460/3842] lr: 4.754e-03, eta: 2:27:24, time: 1.345, data_time: 0.009, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7593, prec@thr=0.5: 0.8396, recall@top3: 0.8421, prec@top3: 0.7055, recall@top5: 0.9502, prec@top5: 0.4915, loss: 0.0497, grad_norm: 0.2879 2021-04-16 12:24:41,740 - mmaction - INFO - Epoch [9][1480/3842] lr: 4.724e-03, eta: 2:26:56, time: 1.515, data_time: 0.001, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7592, prec@thr=0.5: 0.8264, recall@top3: 0.8444, prec@top3: 0.7056, recall@top5: 0.9461, prec@top5: 0.4866, loss: 0.0494, grad_norm: 0.2840 2021-04-16 12:25:09,112 - mmaction - INFO - Epoch [9][1500/3842] lr: 4.694e-03, eta: 2:26:27, time: 1.368, data_time: 0.001, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7555, prec@thr=0.5: 0.8368, recall@top3: 0.8450, prec@top3: 0.7025, recall@top5: 0.9467, prec@top5: 0.4849, loss: 0.0498, grad_norm: 0.2859 2021-04-16 12:25:36,837 - mmaction - INFO - Epoch [9][1520/3842] lr: 4.665e-03, eta: 2:25:59, time: 1.387, data_time: 0.002, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7690, prec@thr=0.5: 0.8314, recall@top3: 0.8403, prec@top3: 0.7013, recall@top5: 0.9464, prec@top5: 0.4875, loss: 0.0514, grad_norm: 0.2963 2021-04-16 12:26:05,669 - mmaction - INFO - Epoch [9][1540/3842] lr: 4.635e-03, eta: 2:25:30, time: 1.440, data_time: 0.001, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7700, prec@thr=0.5: 0.8331, recall@top3: 0.8453, prec@top3: 0.7068, recall@top5: 0.9460, prec@top5: 0.4888, loss: 0.0494, grad_norm: 0.2853 2021-04-16 12:26:33,296 - mmaction - INFO - Epoch [9][1560/3842] lr: 4.606e-03, eta: 2:25:02, time: 1.383, data_time: 0.002, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7693, prec@thr=0.5: 0.8320, recall@top3: 0.8403, prec@top3: 0.7009, recall@top5: 0.9489, prec@top5: 0.4887, loss: 0.0503, grad_norm: 0.2920 2021-04-16 12:27:00,897 - mmaction - INFO - Epoch [9][1580/3842] lr: 4.576e-03, eta: 2:24:33, time: 1.379, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7620, prec@thr=0.5: 0.8213, recall@top3: 0.8359, prec@top3: 0.6953, recall@top5: 0.9468, prec@top5: 0.4842, loss: 0.0502, grad_norm: 0.2740 2021-04-16 12:27:27,534 - mmaction - INFO - Epoch [9][1600/3842] lr: 4.547e-03, eta: 2:24:05, time: 1.334, data_time: 0.034, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7564, prec@thr=0.5: 0.8335, recall@top3: 0.8338, prec@top3: 0.6937, recall@top5: 0.9467, prec@top5: 0.4846, loss: 0.0493, grad_norm: 0.2819 2021-04-16 12:27:56,761 - mmaction - INFO - Epoch [9][1620/3842] lr: 4.518e-03, eta: 2:23:36, time: 1.460, data_time: 0.183, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7612, prec@thr=0.5: 0.8208, recall@top3: 0.8331, prec@top3: 0.6962, recall@top5: 0.9440, prec@top5: 0.4858, loss: 0.0514, grad_norm: 0.2895 2021-04-16 12:28:23,788 - mmaction - INFO - Epoch [9][1640/3842] lr: 4.489e-03, eta: 2:23:08, time: 1.352, data_time: 0.002, memory: 10738, loss_action_cls: 0.0518, recall@thr=0.5: 0.7506, prec@thr=0.5: 0.8260, recall@top3: 0.8304, prec@top3: 0.6924, recall@top5: 0.9377, prec@top5: 0.4824, loss: 0.0518, grad_norm: 0.2831 2021-04-16 12:28:51,597 - mmaction - INFO - Epoch [9][1660/3842] lr: 4.460e-03, eta: 2:22:39, time: 1.390, data_time: 0.001, memory: 10738, loss_action_cls: 0.0483, recall@thr=0.5: 0.7749, prec@thr=0.5: 0.8389, recall@top3: 0.8469, prec@top3: 0.7121, recall@top5: 0.9500, prec@top5: 0.4911, loss: 0.0483, grad_norm: 0.2706 2021-04-16 12:29:19,621 - mmaction - INFO - Epoch [9][1680/3842] lr: 4.431e-03, eta: 2:22:11, time: 1.401, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7675, prec@thr=0.5: 0.8332, recall@top3: 0.8408, prec@top3: 0.7076, recall@top5: 0.9457, prec@top5: 0.4895, loss: 0.0502, grad_norm: 0.2754 2021-04-16 12:29:47,651 - mmaction - INFO - Epoch [9][1700/3842] lr: 4.402e-03, eta: 2:21:42, time: 1.400, data_time: 0.001, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7559, prec@thr=0.5: 0.8308, recall@top3: 0.8424, prec@top3: 0.6985, recall@top5: 0.9436, prec@top5: 0.4815, loss: 0.0503, grad_norm: 0.2802 2021-04-16 12:30:16,737 - mmaction - INFO - Epoch [9][1720/3842] lr: 4.373e-03, eta: 2:21:14, time: 1.455, data_time: 0.117, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7551, prec@thr=0.5: 0.8263, recall@top3: 0.8372, prec@top3: 0.6950, recall@top5: 0.9451, prec@top5: 0.4820, loss: 0.0512, grad_norm: 0.2877 2021-04-16 12:30:48,449 - mmaction - INFO - Epoch [9][1740/3842] lr: 4.344e-03, eta: 2:20:46, time: 1.586, data_time: 0.038, memory: 10738, loss_action_cls: 0.0492, recall@thr=0.5: 0.7653, prec@thr=0.5: 0.8334, recall@top3: 0.8405, prec@top3: 0.7074, recall@top5: 0.9503, prec@top5: 0.4932, loss: 0.0492, grad_norm: 0.2796 2021-04-16 12:31:15,746 - mmaction - INFO - Epoch [9][1760/3842] lr: 4.316e-03, eta: 2:20:17, time: 1.365, data_time: 0.001, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7541, prec@thr=0.5: 0.8226, recall@top3: 0.8293, prec@top3: 0.6961, recall@top5: 0.9451, prec@top5: 0.4897, loss: 0.0512, grad_norm: 0.2870 2021-04-16 12:31:43,195 - mmaction - INFO - Epoch [9][1780/3842] lr: 4.287e-03, eta: 2:19:49, time: 1.372, data_time: 0.005, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7653, prec@thr=0.5: 0.8210, recall@top3: 0.8426, prec@top3: 0.6990, recall@top5: 0.9476, prec@top5: 0.4847, loss: 0.0500, grad_norm: 0.2921 2021-04-16 12:32:10,481 - mmaction - INFO - Epoch [9][1800/3842] lr: 4.259e-03, eta: 2:19:20, time: 1.365, data_time: 0.065, memory: 10738, loss_action_cls: 0.0517, recall@thr=0.5: 0.7559, prec@thr=0.5: 0.8198, recall@top3: 0.8329, prec@top3: 0.6943, recall@top5: 0.9430, prec@top5: 0.4850, loss: 0.0517, grad_norm: 0.2895 2021-04-16 12:32:39,384 - mmaction - INFO - Epoch [9][1820/3842] lr: 4.230e-03, eta: 2:18:52, time: 1.444, data_time: 0.034, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7545, prec@thr=0.5: 0.8323, recall@top3: 0.8343, prec@top3: 0.7003, recall@top5: 0.9438, prec@top5: 0.4877, loss: 0.0502, grad_norm: 0.2794 2021-04-16 12:33:07,825 - mmaction - INFO - Epoch [9][1840/3842] lr: 4.202e-03, eta: 2:18:23, time: 1.423, data_time: 0.001, memory: 10738, loss_action_cls: 0.0481, recall@thr=0.5: 0.7742, prec@thr=0.5: 0.8352, recall@top3: 0.8421, prec@top3: 0.7131, recall@top5: 0.9475, prec@top5: 0.4918, loss: 0.0481, grad_norm: 0.2709 2021-04-16 12:33:37,431 - mmaction - INFO - Epoch [9][1860/3842] lr: 4.174e-03, eta: 2:17:55, time: 1.480, data_time: 0.001, memory: 10738, loss_action_cls: 0.0505, recall@thr=0.5: 0.7542, prec@thr=0.5: 0.8258, recall@top3: 0.8369, prec@top3: 0.6974, recall@top5: 0.9426, prec@top5: 0.4832, loss: 0.0505, grad_norm: 0.2745 2021-04-16 12:34:06,198 - mmaction - INFO - Epoch [9][1880/3842] lr: 4.146e-03, eta: 2:17:27, time: 1.438, data_time: 0.135, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7715, prec@thr=0.5: 0.8379, recall@top3: 0.8463, prec@top3: 0.7003, recall@top5: 0.9443, prec@top5: 0.4807, loss: 0.0494, grad_norm: 0.2763 2021-04-16 12:34:35,337 - mmaction - INFO - Epoch [9][1900/3842] lr: 4.118e-03, eta: 2:16:59, time: 1.457, data_time: 0.001, memory: 10738, loss_action_cls: 0.0483, recall@thr=0.5: 0.7687, prec@thr=0.5: 0.8390, recall@top3: 0.8374, prec@top3: 0.7046, recall@top5: 0.9485, prec@top5: 0.4918, loss: 0.0483, grad_norm: 0.2746 2021-04-16 12:35:02,382 - mmaction - INFO - Epoch [9][1920/3842] lr: 4.090e-03, eta: 2:16:30, time: 1.352, data_time: 0.027, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7624, prec@thr=0.5: 0.8201, recall@top3: 0.8412, prec@top3: 0.6859, recall@top5: 0.9463, prec@top5: 0.4752, loss: 0.0498, grad_norm: 0.2965 2021-04-16 12:35:31,568 - mmaction - INFO - Epoch [9][1940/3842] lr: 4.062e-03, eta: 2:16:02, time: 1.458, data_time: 0.037, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7677, prec@thr=0.5: 0.8272, recall@top3: 0.8384, prec@top3: 0.7059, recall@top5: 0.9487, prec@top5: 0.4919, loss: 0.0511, grad_norm: 0.2918 2021-04-16 12:35:58,922 - mmaction - INFO - Epoch [9][1960/3842] lr: 4.035e-03, eta: 2:15:33, time: 1.369, data_time: 0.002, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7654, prec@thr=0.5: 0.8254, recall@top3: 0.8370, prec@top3: 0.6963, recall@top5: 0.9454, prec@top5: 0.4842, loss: 0.0504, grad_norm: 0.2852 2021-04-16 12:36:26,980 - mmaction - INFO - Epoch [9][1980/3842] lr: 4.007e-03, eta: 2:15:05, time: 1.400, data_time: 0.001, memory: 10738, loss_action_cls: 0.0491, recall@thr=0.5: 0.7700, prec@thr=0.5: 0.8225, recall@top3: 0.8370, prec@top3: 0.6968, recall@top5: 0.9523, prec@top5: 0.4887, loss: 0.0491, grad_norm: 0.2862 2021-04-16 12:36:55,149 - mmaction - INFO - Epoch [9][2000/3842] lr: 3.979e-03, eta: 2:14:36, time: 1.410, data_time: 0.003, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7756, prec@thr=0.5: 0.8380, recall@top3: 0.8431, prec@top3: 0.7092, recall@top5: 0.9474, prec@top5: 0.4913, loss: 0.0487, grad_norm: 0.2828 2021-04-16 12:37:21,994 - mmaction - INFO - Epoch [9][2020/3842] lr: 3.952e-03, eta: 2:14:07, time: 1.343, data_time: 0.001, memory: 10738, loss_action_cls: 0.0513, recall@thr=0.5: 0.7600, prec@thr=0.5: 0.8258, recall@top3: 0.8351, prec@top3: 0.6922, recall@top5: 0.9451, prec@top5: 0.4818, loss: 0.0513, grad_norm: 0.2958 2021-04-16 12:37:50,595 - mmaction - INFO - Epoch [9][2040/3842] lr: 3.925e-03, eta: 2:13:39, time: 1.430, data_time: 0.001, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7611, prec@thr=0.5: 0.8340, recall@top3: 0.8453, prec@top3: 0.6949, recall@top5: 0.9443, prec@top5: 0.4776, loss: 0.0487, grad_norm: 0.2734 2021-04-16 12:38:18,513 - mmaction - INFO - Epoch [9][2060/3842] lr: 3.897e-03, eta: 2:13:11, time: 1.396, data_time: 0.001, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7741, prec@thr=0.5: 0.8413, recall@top3: 0.8424, prec@top3: 0.7168, recall@top5: 0.9500, prec@top5: 0.4976, loss: 0.0487, grad_norm: 0.2759 2021-04-16 12:38:45,581 - mmaction - INFO - Epoch [9][2080/3842] lr: 3.870e-03, eta: 2:12:42, time: 1.354, data_time: 0.001, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7713, prec@thr=0.5: 0.8328, recall@top3: 0.8444, prec@top3: 0.7147, recall@top5: 0.9486, prec@top5: 0.4939, loss: 0.0482, grad_norm: 0.2818 2021-04-16 12:39:14,950 - mmaction - INFO - Epoch [9][2100/3842] lr: 3.843e-03, eta: 2:12:14, time: 1.468, data_time: 0.055, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7621, prec@thr=0.5: 0.8374, recall@top3: 0.8377, prec@top3: 0.7017, recall@top5: 0.9430, prec@top5: 0.4873, loss: 0.0507, grad_norm: 0.2928 2021-04-16 12:39:43,001 - mmaction - INFO - Epoch [9][2120/3842] lr: 3.816e-03, eta: 2:11:45, time: 1.403, data_time: 0.001, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7693, prec@thr=0.5: 0.8370, recall@top3: 0.8451, prec@top3: 0.7098, recall@top5: 0.9494, prec@top5: 0.4915, loss: 0.0489, grad_norm: 0.2825 2021-04-16 12:40:11,632 - mmaction - INFO - Epoch [9][2140/3842] lr: 3.789e-03, eta: 2:11:17, time: 1.431, data_time: 0.054, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7526, prec@thr=0.5: 0.8179, recall@top3: 0.8319, prec@top3: 0.6903, recall@top5: 0.9406, prec@top5: 0.4805, loss: 0.0506, grad_norm: 0.2909 2021-04-16 12:40:41,081 - mmaction - INFO - Epoch [9][2160/3842] lr: 3.762e-03, eta: 2:10:48, time: 1.473, data_time: 0.259, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7484, prec@thr=0.5: 0.8142, recall@top3: 0.8208, prec@top3: 0.6869, recall@top5: 0.9398, prec@top5: 0.4839, loss: 0.0511, grad_norm: 0.2963 2021-04-16 12:41:08,538 - mmaction - INFO - Epoch [9][2180/3842] lr: 3.736e-03, eta: 2:10:20, time: 1.372, data_time: 0.008, memory: 10738, loss_action_cls: 0.0470, recall@thr=0.5: 0.7816, prec@thr=0.5: 0.8377, recall@top3: 0.8533, prec@top3: 0.7074, recall@top5: 0.9518, prec@top5: 0.4866, loss: 0.0470, grad_norm: 0.2857 2021-04-16 12:41:37,010 - mmaction - INFO - Epoch [9][2200/3842] lr: 3.709e-03, eta: 2:09:52, time: 1.422, data_time: 0.001, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7655, prec@thr=0.5: 0.8300, recall@top3: 0.8446, prec@top3: 0.7023, recall@top5: 0.9479, prec@top5: 0.4850, loss: 0.0488, grad_norm: 0.2921 2021-04-16 12:42:05,329 - mmaction - INFO - Epoch [9][2220/3842] lr: 3.682e-03, eta: 2:09:23, time: 1.417, data_time: 0.003, memory: 10738, loss_action_cls: 0.0514, recall@thr=0.5: 0.7433, prec@thr=0.5: 0.8294, recall@top3: 0.8309, prec@top3: 0.7027, recall@top5: 0.9429, prec@top5: 0.4898, loss: 0.0514, grad_norm: 0.2865 2021-04-16 12:42:31,948 - mmaction - INFO - Epoch [9][2240/3842] lr: 3.656e-03, eta: 2:08:54, time: 1.331, data_time: 0.001, memory: 10738, loss_action_cls: 0.0480, recall@thr=0.5: 0.7825, prec@thr=0.5: 0.8322, recall@top3: 0.8470, prec@top3: 0.7068, recall@top5: 0.9492, prec@top5: 0.4887, loss: 0.0480, grad_norm: 0.2776 2021-04-16 12:42:59,892 - mmaction - INFO - Epoch [9][2260/3842] lr: 3.630e-03, eta: 2:08:26, time: 1.398, data_time: 0.058, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7580, prec@thr=0.5: 0.8255, recall@top3: 0.8362, prec@top3: 0.7019, recall@top5: 0.9434, prec@top5: 0.4872, loss: 0.0495, grad_norm: 0.2805 2021-04-16 12:43:28,332 - mmaction - INFO - Epoch [9][2280/3842] lr: 3.603e-03, eta: 2:07:57, time: 1.422, data_time: 0.065, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7658, prec@thr=0.5: 0.8251, recall@top3: 0.8386, prec@top3: 0.7041, recall@top5: 0.9474, prec@top5: 0.4891, loss: 0.0496, grad_norm: 0.2753 2021-04-16 12:43:55,635 - mmaction - INFO - Epoch [9][2300/3842] lr: 3.577e-03, eta: 2:07:29, time: 1.365, data_time: 0.077, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7559, prec@thr=0.5: 0.8283, recall@top3: 0.8347, prec@top3: 0.7031, recall@top5: 0.9469, prec@top5: 0.4911, loss: 0.0501, grad_norm: 0.3006 2021-04-16 12:44:25,329 - mmaction - INFO - Epoch [9][2320/3842] lr: 3.551e-03, eta: 2:07:01, time: 1.483, data_time: 0.001, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7638, prec@thr=0.5: 0.8311, recall@top3: 0.8355, prec@top3: 0.7016, recall@top5: 0.9461, prec@top5: 0.4890, loss: 0.0493, grad_norm: 0.2845 2021-04-16 12:44:52,537 - mmaction - INFO - Epoch [9][2340/3842] lr: 3.525e-03, eta: 2:06:32, time: 1.362, data_time: 0.002, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7757, prec@thr=0.5: 0.8362, recall@top3: 0.8489, prec@top3: 0.7116, recall@top5: 0.9547, prec@top5: 0.4937, loss: 0.0482, grad_norm: 0.2736 2021-04-16 12:45:18,520 - mmaction - INFO - Epoch [9][2360/3842] lr: 3.499e-03, eta: 2:06:03, time: 1.298, data_time: 0.001, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7728, prec@thr=0.5: 0.8289, recall@top3: 0.8439, prec@top3: 0.7010, recall@top5: 0.9504, prec@top5: 0.4870, loss: 0.0487, grad_norm: 0.2814 2021-04-16 12:45:45,442 - mmaction - INFO - Epoch [9][2380/3842] lr: 3.473e-03, eta: 2:05:35, time: 1.348, data_time: 0.037, memory: 10738, loss_action_cls: 0.0525, recall@thr=0.5: 0.7490, prec@thr=0.5: 0.8252, recall@top3: 0.8280, prec@top3: 0.6974, recall@top5: 0.9384, prec@top5: 0.4876, loss: 0.0525, grad_norm: 0.2857 2021-04-16 12:46:13,749 - mmaction - INFO - Epoch [9][2400/3842] lr: 3.448e-03, eta: 2:05:06, time: 1.413, data_time: 0.065, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7664, prec@thr=0.5: 0.8383, recall@top3: 0.8376, prec@top3: 0.7044, recall@top5: 0.9431, prec@top5: 0.4886, loss: 0.0497, grad_norm: 0.2873 2021-04-16 12:46:41,524 - mmaction - INFO - Epoch [9][2420/3842] lr: 3.422e-03, eta: 2:04:38, time: 1.391, data_time: 0.003, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7567, prec@thr=0.5: 0.8161, recall@top3: 0.8398, prec@top3: 0.6984, recall@top5: 0.9439, prec@top5: 0.4814, loss: 0.0515, grad_norm: 0.2847 2021-04-16 12:47:10,454 - mmaction - INFO - Epoch [9][2440/3842] lr: 3.396e-03, eta: 2:04:09, time: 1.446, data_time: 0.065, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7508, prec@thr=0.5: 0.8238, recall@top3: 0.8278, prec@top3: 0.7042, recall@top5: 0.9381, prec@top5: 0.4917, loss: 0.0504, grad_norm: 0.2882 2021-04-16 12:47:39,436 - mmaction - INFO - Epoch [9][2460/3842] lr: 3.371e-03, eta: 2:03:41, time: 1.448, data_time: 0.016, memory: 10738, loss_action_cls: 0.0485, recall@thr=0.5: 0.7708, prec@thr=0.5: 0.8341, recall@top3: 0.8493, prec@top3: 0.7033, recall@top5: 0.9514, prec@top5: 0.4860, loss: 0.0485, grad_norm: 0.2795 2021-04-16 12:48:05,668 - mmaction - INFO - Epoch [9][2480/3842] lr: 3.346e-03, eta: 2:03:12, time: 1.312, data_time: 0.002, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7708, prec@thr=0.5: 0.8223, recall@top3: 0.8374, prec@top3: 0.7080, recall@top5: 0.9472, prec@top5: 0.4924, loss: 0.0493, grad_norm: 0.2827 2021-04-16 12:48:33,301 - mmaction - INFO - Epoch [9][2500/3842] lr: 3.320e-03, eta: 2:02:44, time: 1.382, data_time: 0.001, memory: 10738, loss_action_cls: 0.0456, recall@thr=0.5: 0.7845, prec@thr=0.5: 0.8338, recall@top3: 0.8543, prec@top3: 0.7098, recall@top5: 0.9546, prec@top5: 0.4867, loss: 0.0456, grad_norm: 0.2799 2021-04-16 12:49:01,481 - mmaction - INFO - Epoch [9][2520/3842] lr: 3.295e-03, eta: 2:02:15, time: 1.408, data_time: 0.010, memory: 10738, loss_action_cls: 0.0475, recall@thr=0.5: 0.7780, prec@thr=0.5: 0.8363, recall@top3: 0.8419, prec@top3: 0.7032, recall@top5: 0.9536, prec@top5: 0.4898, loss: 0.0475, grad_norm: 0.2793 2021-04-16 12:49:30,287 - mmaction - INFO - Epoch [9][2540/3842] lr: 3.270e-03, eta: 2:01:47, time: 1.439, data_time: 0.002, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7711, prec@thr=0.5: 0.8364, recall@top3: 0.8410, prec@top3: 0.7094, recall@top5: 0.9474, prec@top5: 0.4942, loss: 0.0489, grad_norm: 0.2817 2021-04-16 12:49:57,852 - mmaction - INFO - Epoch [9][2560/3842] lr: 3.245e-03, eta: 2:01:18, time: 1.381, data_time: 0.003, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7592, prec@thr=0.5: 0.8248, recall@top3: 0.8413, prec@top3: 0.6941, recall@top5: 0.9523, prec@top5: 0.4820, loss: 0.0495, grad_norm: 0.3056 2021-04-16 12:50:27,015 - mmaction - INFO - Epoch [9][2580/3842] lr: 3.220e-03, eta: 2:00:50, time: 1.457, data_time: 0.001, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7556, prec@thr=0.5: 0.8337, recall@top3: 0.8370, prec@top3: 0.7036, recall@top5: 0.9436, prec@top5: 0.4876, loss: 0.0507, grad_norm: 0.2759 2021-04-16 12:50:57,375 - mmaction - INFO - Epoch [9][2600/3842] lr: 3.195e-03, eta: 2:00:22, time: 1.519, data_time: 0.001, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7778, prec@thr=0.5: 0.8337, recall@top3: 0.8453, prec@top3: 0.7017, recall@top5: 0.9516, prec@top5: 0.4864, loss: 0.0488, grad_norm: 0.2845 2021-04-16 12:51:24,316 - mmaction - INFO - Epoch [9][2620/3842] lr: 3.171e-03, eta: 1:59:53, time: 1.347, data_time: 0.040, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7593, prec@thr=0.5: 0.8203, recall@top3: 0.8336, prec@top3: 0.7008, recall@top5: 0.9463, prec@top5: 0.4891, loss: 0.0504, grad_norm: 0.2847 2021-04-16 12:51:51,780 - mmaction - INFO - Epoch [9][2640/3842] lr: 3.146e-03, eta: 1:59:25, time: 1.373, data_time: 0.028, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7549, prec@thr=0.5: 0.8254, recall@top3: 0.8368, prec@top3: 0.6928, recall@top5: 0.9418, prec@top5: 0.4801, loss: 0.0501, grad_norm: 0.2840 2021-04-16 12:52:20,538 - mmaction - INFO - Epoch [9][2660/3842] lr: 3.121e-03, eta: 1:58:56, time: 1.438, data_time: 0.041, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7598, prec@thr=0.5: 0.8311, recall@top3: 0.8366, prec@top3: 0.7034, recall@top5: 0.9435, prec@top5: 0.4905, loss: 0.0493, grad_norm: 0.2796 2021-04-16 12:52:47,289 - mmaction - INFO - Epoch [9][2680/3842] lr: 3.097e-03, eta: 1:58:28, time: 1.337, data_time: 0.032, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7649, prec@thr=0.5: 0.8196, recall@top3: 0.8349, prec@top3: 0.7007, recall@top5: 0.9413, prec@top5: 0.4862, loss: 0.0495, grad_norm: 0.2805 2021-04-16 12:53:15,359 - mmaction - INFO - Epoch [9][2700/3842] lr: 3.073e-03, eta: 1:57:59, time: 1.403, data_time: 0.001, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7628, prec@thr=0.5: 0.8362, recall@top3: 0.8435, prec@top3: 0.6985, recall@top5: 0.9453, prec@top5: 0.4829, loss: 0.0496, grad_norm: 0.2823 2021-04-16 12:53:43,438 - mmaction - INFO - Epoch [9][2720/3842] lr: 3.048e-03, eta: 1:57:31, time: 1.404, data_time: 0.203, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7709, prec@thr=0.5: 0.8308, recall@top3: 0.8427, prec@top3: 0.7048, recall@top5: 0.9486, prec@top5: 0.4896, loss: 0.0494, grad_norm: 0.3017 2021-04-16 12:54:13,481 - mmaction - INFO - Epoch [9][2740/3842] lr: 3.024e-03, eta: 1:57:03, time: 1.503, data_time: 0.187, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7682, prec@thr=0.5: 0.8211, recall@top3: 0.8406, prec@top3: 0.6939, recall@top5: 0.9491, prec@top5: 0.4822, loss: 0.0494, grad_norm: 0.2836 2021-04-16 12:54:40,535 - mmaction - INFO - Epoch [9][2760/3842] lr: 3.000e-03, eta: 1:56:34, time: 1.352, data_time: 0.001, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7596, prec@thr=0.5: 0.8279, recall@top3: 0.8408, prec@top3: 0.7099, recall@top5: 0.9457, prec@top5: 0.4908, loss: 0.0495, grad_norm: 0.2842 2021-04-16 12:55:09,607 - mmaction - INFO - Epoch [9][2780/3842] lr: 2.976e-03, eta: 1:56:06, time: 1.451, data_time: 0.001, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7696, prec@thr=0.5: 0.8371, recall@top3: 0.8373, prec@top3: 0.7223, recall@top5: 0.9498, prec@top5: 0.5043, loss: 0.0498, grad_norm: 0.2867 2021-04-16 12:55:36,412 - mmaction - INFO - Epoch [9][2800/3842] lr: 2.952e-03, eta: 1:55:37, time: 1.343, data_time: 0.004, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7633, prec@thr=0.5: 0.8307, recall@top3: 0.8445, prec@top3: 0.7137, recall@top5: 0.9454, prec@top5: 0.4917, loss: 0.0489, grad_norm: 0.2937 2021-04-16 12:56:03,396 - mmaction - INFO - Epoch [9][2820/3842] lr: 2.928e-03, eta: 1:55:08, time: 1.349, data_time: 0.001, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7694, prec@thr=0.5: 0.8177, recall@top3: 0.8390, prec@top3: 0.6936, recall@top5: 0.9441, prec@top5: 0.4811, loss: 0.0498, grad_norm: 0.2919 2021-04-16 12:56:29,673 - mmaction - INFO - Epoch [9][2840/3842] lr: 2.905e-03, eta: 1:54:40, time: 1.312, data_time: 0.001, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7563, prec@thr=0.5: 0.8302, recall@top3: 0.8488, prec@top3: 0.7003, recall@top5: 0.9501, prec@top5: 0.4828, loss: 0.0493, grad_norm: 0.2857 2021-04-16 12:57:01,965 - mmaction - INFO - Epoch [9][2860/3842] lr: 2.881e-03, eta: 1:54:12, time: 1.616, data_time: 0.007, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7649, prec@thr=0.5: 0.8316, recall@top3: 0.8411, prec@top3: 0.6964, recall@top5: 0.9535, prec@top5: 0.4856, loss: 0.0488, grad_norm: 0.2879 2021-04-16 12:57:29,547 - mmaction - INFO - Epoch [9][2880/3842] lr: 2.857e-03, eta: 1:53:43, time: 1.379, data_time: 0.005, memory: 10738, loss_action_cls: 0.0481, recall@thr=0.5: 0.7729, prec@thr=0.5: 0.8358, recall@top3: 0.8422, prec@top3: 0.6980, recall@top5: 0.9409, prec@top5: 0.4817, loss: 0.0481, grad_norm: 0.2797 2021-04-16 12:57:56,868 - mmaction - INFO - Epoch [9][2900/3842] lr: 2.834e-03, eta: 1:53:15, time: 1.366, data_time: 0.053, memory: 10738, loss_action_cls: 0.0484, recall@thr=0.5: 0.7642, prec@thr=0.5: 0.8360, recall@top3: 0.8411, prec@top3: 0.6970, recall@top5: 0.9423, prec@top5: 0.4818, loss: 0.0484, grad_norm: 0.2869 2021-04-16 12:58:25,772 - mmaction - INFO - Epoch [9][2920/3842] lr: 2.811e-03, eta: 1:52:46, time: 1.444, data_time: 0.249, memory: 10738, loss_action_cls: 0.0491, recall@thr=0.5: 0.7707, prec@thr=0.5: 0.8316, recall@top3: 0.8443, prec@top3: 0.7004, recall@top5: 0.9451, prec@top5: 0.4831, loss: 0.0491, grad_norm: 0.2789 2021-04-16 12:58:52,280 - mmaction - INFO - Epoch [9][2940/3842] lr: 2.787e-03, eta: 1:52:18, time: 1.327, data_time: 0.086, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7522, prec@thr=0.5: 0.8207, recall@top3: 0.8404, prec@top3: 0.7043, recall@top5: 0.9456, prec@top5: 0.4881, loss: 0.0503, grad_norm: 0.2892 2021-04-16 12:59:20,804 - mmaction - INFO - Epoch [9][2960/3842] lr: 2.764e-03, eta: 1:51:49, time: 1.425, data_time: 0.001, memory: 10738, loss_action_cls: 0.0474, recall@thr=0.5: 0.7729, prec@thr=0.5: 0.8333, recall@top3: 0.8418, prec@top3: 0.7137, recall@top5: 0.9529, prec@top5: 0.4965, loss: 0.0474, grad_norm: 0.2788 2021-04-16 12:59:49,874 - mmaction - INFO - Epoch [9][2980/3842] lr: 2.741e-03, eta: 1:51:21, time: 1.454, data_time: 0.002, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7688, prec@thr=0.5: 0.8339, recall@top3: 0.8313, prec@top3: 0.7128, recall@top5: 0.9448, prec@top5: 0.4972, loss: 0.0506, grad_norm: 0.2890 2021-04-16 13:00:17,285 - mmaction - INFO - Epoch [9][3000/3842] lr: 2.718e-03, eta: 1:50:53, time: 1.371, data_time: 0.001, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7663, prec@thr=0.5: 0.8259, recall@top3: 0.8404, prec@top3: 0.7031, recall@top5: 0.9514, prec@top5: 0.4927, loss: 0.0493, grad_norm: 0.2905 2021-04-16 13:00:44,484 - mmaction - INFO - Epoch [9][3020/3842] lr: 2.695e-03, eta: 1:50:24, time: 1.359, data_time: 0.001, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7587, prec@thr=0.5: 0.8287, recall@top3: 0.8354, prec@top3: 0.7026, recall@top5: 0.9450, prec@top5: 0.4888, loss: 0.0493, grad_norm: 0.2845 2021-04-16 13:01:14,883 - mmaction - INFO - Epoch [9][3040/3842] lr: 2.673e-03, eta: 1:49:56, time: 1.521, data_time: 0.028, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7620, prec@thr=0.5: 0.8171, recall@top3: 0.8364, prec@top3: 0.7061, recall@top5: 0.9427, prec@top5: 0.4888, loss: 0.0496, grad_norm: 0.2863 2021-04-16 13:01:40,775 - mmaction - INFO - Epoch [9][3060/3842] lr: 2.650e-03, eta: 1:49:27, time: 1.294, data_time: 0.008, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7610, prec@thr=0.5: 0.8368, recall@top3: 0.8336, prec@top3: 0.7011, recall@top5: 0.9497, prec@top5: 0.4948, loss: 0.0500, grad_norm: 0.2855 2021-04-16 13:02:10,186 - mmaction - INFO - Epoch [9][3080/3842] lr: 2.627e-03, eta: 1:48:59, time: 1.471, data_time: 0.002, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7643, prec@thr=0.5: 0.8134, recall@top3: 0.8401, prec@top3: 0.7027, recall@top5: 0.9430, prec@top5: 0.4859, loss: 0.0506, grad_norm: 0.2881 2021-04-16 13:02:37,153 - mmaction - INFO - Epoch [9][3100/3842] lr: 2.605e-03, eta: 1:48:30, time: 1.349, data_time: 0.116, memory: 10738, loss_action_cls: 0.0513, recall@thr=0.5: 0.7566, prec@thr=0.5: 0.8313, recall@top3: 0.8378, prec@top3: 0.7040, recall@top5: 0.9416, prec@top5: 0.4861, loss: 0.0513, grad_norm: 0.2989 2021-04-16 13:03:07,252 - mmaction - INFO - Epoch [9][3120/3842] lr: 2.582e-03, eta: 1:48:02, time: 1.503, data_time: 0.001, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7633, prec@thr=0.5: 0.8298, recall@top3: 0.8388, prec@top3: 0.7068, recall@top5: 0.9454, prec@top5: 0.4921, loss: 0.0498, grad_norm: 0.2842 2021-04-16 13:03:34,951 - mmaction - INFO - Epoch [9][3140/3842] lr: 2.560e-03, eta: 1:47:34, time: 1.384, data_time: 0.002, memory: 10738, loss_action_cls: 0.0475, recall@thr=0.5: 0.7885, prec@thr=0.5: 0.8399, recall@top3: 0.8500, prec@top3: 0.7121, recall@top5: 0.9519, prec@top5: 0.4896, loss: 0.0475, grad_norm: 0.2756 2021-04-16 13:04:02,564 - mmaction - INFO - Epoch [9][3160/3842] lr: 2.538e-03, eta: 1:47:05, time: 1.383, data_time: 0.003, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7648, prec@thr=0.5: 0.8393, recall@top3: 0.8422, prec@top3: 0.7104, recall@top5: 0.9531, prec@top5: 0.4942, loss: 0.0482, grad_norm: 0.2958 2021-04-16 13:04:30,406 - mmaction - INFO - Epoch [9][3180/3842] lr: 2.516e-03, eta: 1:46:37, time: 1.392, data_time: 0.011, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7689, prec@thr=0.5: 0.8220, recall@top3: 0.8293, prec@top3: 0.6849, recall@top5: 0.9388, prec@top5: 0.4764, loss: 0.0507, grad_norm: 0.2984 2021-04-16 13:05:00,030 - mmaction - INFO - Epoch [9][3200/3842] lr: 2.494e-03, eta: 1:46:08, time: 1.481, data_time: 0.040, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7673, prec@thr=0.5: 0.8221, recall@top3: 0.8467, prec@top3: 0.7035, recall@top5: 0.9488, prec@top5: 0.4837, loss: 0.0496, grad_norm: 0.2884 2021-04-16 13:05:26,848 - mmaction - INFO - Epoch [9][3220/3842] lr: 2.472e-03, eta: 1:45:40, time: 1.341, data_time: 0.001, memory: 10738, loss_action_cls: 0.0485, recall@thr=0.5: 0.7657, prec@thr=0.5: 0.8314, recall@top3: 0.8383, prec@top3: 0.7037, recall@top5: 0.9485, prec@top5: 0.4891, loss: 0.0485, grad_norm: 0.2798 2021-04-16 13:05:56,443 - mmaction - INFO - Epoch [9][3240/3842] lr: 2.450e-03, eta: 1:45:11, time: 1.479, data_time: 0.001, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7650, prec@thr=0.5: 0.8278, recall@top3: 0.8323, prec@top3: 0.6970, recall@top5: 0.9486, prec@top5: 0.4894, loss: 0.0504, grad_norm: 0.2823 2021-04-16 13:06:23,689 - mmaction - INFO - Epoch [9][3260/3842] lr: 2.428e-03, eta: 1:44:43, time: 1.362, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7628, prec@thr=0.5: 0.8223, recall@top3: 0.8390, prec@top3: 0.6960, recall@top5: 0.9461, prec@top5: 0.4817, loss: 0.0502, grad_norm: 0.2972 2021-04-16 13:06:50,742 - mmaction - INFO - Epoch [9][3280/3842] lr: 2.406e-03, eta: 1:44:14, time: 1.353, data_time: 0.001, memory: 10738, loss_action_cls: 0.0483, recall@thr=0.5: 0.7676, prec@thr=0.5: 0.8364, recall@top3: 0.8463, prec@top3: 0.6986, recall@top5: 0.9510, prec@top5: 0.4829, loss: 0.0483, grad_norm: 0.2843 2021-04-16 13:07:18,092 - mmaction - INFO - Epoch [9][3300/3842] lr: 2.385e-03, eta: 1:43:46, time: 1.366, data_time: 0.001, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7594, prec@thr=0.5: 0.8289, recall@top3: 0.8348, prec@top3: 0.7103, recall@top5: 0.9437, prec@top5: 0.4931, loss: 0.0504, grad_norm: 0.3078 2021-04-16 13:07:47,265 - mmaction - INFO - Epoch [9][3320/3842] lr: 2.363e-03, eta: 1:43:17, time: 1.460, data_time: 0.002, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7691, prec@thr=0.5: 0.8326, recall@top3: 0.8417, prec@top3: 0.6972, recall@top5: 0.9422, prec@top5: 0.4808, loss: 0.0489, grad_norm: 0.2874 2021-04-16 13:08:15,339 - mmaction - INFO - Epoch [9][3340/3842] lr: 2.342e-03, eta: 1:42:49, time: 1.402, data_time: 0.082, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7710, prec@thr=0.5: 0.8336, recall@top3: 0.8415, prec@top3: 0.7102, recall@top5: 0.9452, prec@top5: 0.4899, loss: 0.0499, grad_norm: 0.2766 2021-04-16 13:08:43,265 - mmaction - INFO - Epoch [9][3360/3842] lr: 2.321e-03, eta: 1:42:21, time: 1.398, data_time: 0.002, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7596, prec@thr=0.5: 0.8223, recall@top3: 0.8366, prec@top3: 0.6908, recall@top5: 0.9488, prec@top5: 0.4832, loss: 0.0490, grad_norm: 0.2858 2021-04-16 13:09:12,114 - mmaction - INFO - Epoch [9][3380/3842] lr: 2.300e-03, eta: 1:41:52, time: 1.443, data_time: 0.001, memory: 10738, loss_action_cls: 0.0485, recall@thr=0.5: 0.7615, prec@thr=0.5: 0.8365, recall@top3: 0.8416, prec@top3: 0.7039, recall@top5: 0.9475, prec@top5: 0.4879, loss: 0.0485, grad_norm: 0.2821 2021-04-16 13:09:40,486 - mmaction - INFO - Epoch [9][3400/3842] lr: 2.278e-03, eta: 1:41:24, time: 1.416, data_time: 0.013, memory: 10738, loss_action_cls: 0.0491, recall@thr=0.5: 0.7657, prec@thr=0.5: 0.8244, recall@top3: 0.8465, prec@top3: 0.7034, recall@top5: 0.9464, prec@top5: 0.4837, loss: 0.0491, grad_norm: 0.2818 2021-04-16 13:10:09,077 - mmaction - INFO - Epoch [9][3420/3842] lr: 2.257e-03, eta: 1:40:55, time: 1.432, data_time: 0.045, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7675, prec@thr=0.5: 0.8281, recall@top3: 0.8405, prec@top3: 0.6999, recall@top5: 0.9421, prec@top5: 0.4827, loss: 0.0502, grad_norm: 0.2781 2021-04-16 13:10:37,218 - mmaction - INFO - Epoch [9][3440/3842] lr: 2.237e-03, eta: 1:40:27, time: 1.407, data_time: 0.001, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7586, prec@thr=0.5: 0.8255, recall@top3: 0.8352, prec@top3: 0.6962, recall@top5: 0.9434, prec@top5: 0.4837, loss: 0.0501, grad_norm: 0.2912 2021-04-16 13:11:06,229 - mmaction - INFO - Epoch [9][3460/3842] lr: 2.216e-03, eta: 1:39:59, time: 1.450, data_time: 0.209, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7617, prec@thr=0.5: 0.8346, recall@top3: 0.8403, prec@top3: 0.7052, recall@top5: 0.9465, prec@top5: 0.4896, loss: 0.0503, grad_norm: 0.2862 2021-04-16 13:11:35,268 - mmaction - INFO - Epoch [9][3480/3842] lr: 2.195e-03, eta: 1:39:30, time: 1.452, data_time: 0.251, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7610, prec@thr=0.5: 0.8245, recall@top3: 0.8469, prec@top3: 0.7050, recall@top5: 0.9518, prec@top5: 0.4870, loss: 0.0490, grad_norm: 0.2929 2021-04-16 13:12:03,294 - mmaction - INFO - Epoch [9][3500/3842] lr: 2.174e-03, eta: 1:39:02, time: 1.402, data_time: 0.001, memory: 10738, loss_action_cls: 0.0508, recall@thr=0.5: 0.7567, prec@thr=0.5: 0.8227, recall@top3: 0.8281, prec@top3: 0.6911, recall@top5: 0.9378, prec@top5: 0.4815, loss: 0.0508, grad_norm: 0.2895 2021-04-16 13:12:32,837 - mmaction - INFO - Epoch [9][3520/3842] lr: 2.154e-03, eta: 1:38:34, time: 1.477, data_time: 0.001, memory: 10738, loss_action_cls: 0.0509, recall@thr=0.5: 0.7547, prec@thr=0.5: 0.8144, recall@top3: 0.8327, prec@top3: 0.6912, recall@top5: 0.9451, prec@top5: 0.4811, loss: 0.0509, grad_norm: 0.2966 2021-04-16 13:13:00,123 - mmaction - INFO - Epoch [9][3540/3842] lr: 2.133e-03, eta: 1:38:05, time: 1.364, data_time: 0.001, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7642, prec@thr=0.5: 0.8316, recall@top3: 0.8398, prec@top3: 0.7021, recall@top5: 0.9483, prec@top5: 0.4882, loss: 0.0488, grad_norm: 0.2790 2021-04-16 13:13:28,582 - mmaction - INFO - Epoch [9][3560/3842] lr: 2.113e-03, eta: 1:37:37, time: 1.423, data_time: 0.002, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7658, prec@thr=0.5: 0.8324, recall@top3: 0.8369, prec@top3: 0.6929, recall@top5: 0.9387, prec@top5: 0.4782, loss: 0.0500, grad_norm: 0.2869 2021-04-16 13:13:57,992 - mmaction - INFO - Epoch [9][3580/3842] lr: 2.093e-03, eta: 1:37:08, time: 1.471, data_time: 0.002, memory: 10738, loss_action_cls: 0.0484, recall@thr=0.5: 0.7551, prec@thr=0.5: 0.8322, recall@top3: 0.8476, prec@top3: 0.6979, recall@top5: 0.9446, prec@top5: 0.4792, loss: 0.0484, grad_norm: 0.2858 2021-04-16 13:14:23,884 - mmaction - INFO - Epoch [9][3600/3842] lr: 2.073e-03, eta: 1:36:40, time: 1.295, data_time: 0.001, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7706, prec@thr=0.5: 0.8235, recall@top3: 0.8395, prec@top3: 0.7073, recall@top5: 0.9491, prec@top5: 0.4926, loss: 0.0490, grad_norm: 0.2802 2021-04-16 13:14:51,060 - mmaction - INFO - Epoch [9][3620/3842] lr: 2.053e-03, eta: 1:36:11, time: 1.359, data_time: 0.065, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7579, prec@thr=0.5: 0.8277, recall@top3: 0.8410, prec@top3: 0.6985, recall@top5: 0.9456, prec@top5: 0.4841, loss: 0.0507, grad_norm: 0.2865 2021-04-16 13:15:19,695 - mmaction - INFO - Epoch [9][3640/3842] lr: 2.033e-03, eta: 1:35:43, time: 1.432, data_time: 0.001, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7650, prec@thr=0.5: 0.8365, recall@top3: 0.8387, prec@top3: 0.7012, recall@top5: 0.9472, prec@top5: 0.4883, loss: 0.0493, grad_norm: 0.2908 2021-04-16 13:15:46,591 - mmaction - INFO - Epoch [9][3660/3842] lr: 2.013e-03, eta: 1:35:14, time: 1.345, data_time: 0.001, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7680, prec@thr=0.5: 0.8266, recall@top3: 0.8361, prec@top3: 0.7130, recall@top5: 0.9470, prec@top5: 0.4973, loss: 0.0493, grad_norm: 0.2679 2021-04-16 13:16:13,769 - mmaction - INFO - Epoch [9][3680/3842] lr: 1.993e-03, eta: 1:34:46, time: 1.359, data_time: 0.092, memory: 10738, loss_action_cls: 0.0481, recall@thr=0.5: 0.7727, prec@thr=0.5: 0.8310, recall@top3: 0.8392, prec@top3: 0.7050, recall@top5: 0.9492, prec@top5: 0.4900, loss: 0.0481, grad_norm: 0.2855 2021-04-16 13:16:40,679 - mmaction - INFO - Epoch [9][3700/3842] lr: 1.973e-03, eta: 1:34:17, time: 1.344, data_time: 0.048, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7778, prec@thr=0.5: 0.8319, recall@top3: 0.8449, prec@top3: 0.6947, recall@top5: 0.9504, prec@top5: 0.4827, loss: 0.0489, grad_norm: 0.2915 2021-04-16 13:17:08,784 - mmaction - INFO - Epoch [9][3720/3842] lr: 1.954e-03, eta: 1:33:49, time: 1.406, data_time: 0.002, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7612, prec@thr=0.5: 0.8336, recall@top3: 0.8418, prec@top3: 0.6904, recall@top5: 0.9506, prec@top5: 0.4793, loss: 0.0496, grad_norm: 0.2831 2021-04-16 13:17:37,560 - mmaction - INFO - Epoch [9][3740/3842] lr: 1.934e-03, eta: 1:33:20, time: 1.440, data_time: 0.002, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7659, prec@thr=0.5: 0.8357, recall@top3: 0.8406, prec@top3: 0.6994, recall@top5: 0.9470, prec@top5: 0.4858, loss: 0.0488, grad_norm: 0.2881 2021-04-16 13:18:05,676 - mmaction - INFO - Epoch [9][3760/3842] lr: 1.915e-03, eta: 1:32:52, time: 1.404, data_time: 0.001, memory: 10738, loss_action_cls: 0.0471, recall@thr=0.5: 0.7704, prec@thr=0.5: 0.8273, recall@top3: 0.8445, prec@top3: 0.7107, recall@top5: 0.9560, prec@top5: 0.4938, loss: 0.0471, grad_norm: 0.2807 2021-04-16 13:18:35,016 - mmaction - INFO - Epoch [9][3780/3842] lr: 1.896e-03, eta: 1:32:23, time: 1.469, data_time: 0.003, memory: 10738, loss_action_cls: 0.0510, recall@thr=0.5: 0.7577, prec@thr=0.5: 0.8191, recall@top3: 0.8318, prec@top3: 0.6899, recall@top5: 0.9427, prec@top5: 0.4814, loss: 0.0510, grad_norm: 0.3063 2021-04-16 13:19:01,343 - mmaction - INFO - Epoch [9][3800/3842] lr: 1.876e-03, eta: 1:31:55, time: 1.315, data_time: 0.001, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7596, prec@thr=0.5: 0.8332, recall@top3: 0.8398, prec@top3: 0.6999, recall@top5: 0.9399, prec@top5: 0.4819, loss: 0.0504, grad_norm: 0.2811 2021-04-16 13:19:28,807 - mmaction - INFO - Epoch [9][3820/3842] lr: 1.857e-03, eta: 1:31:26, time: 1.373, data_time: 0.050, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7699, prec@thr=0.5: 0.8392, recall@top3: 0.8395, prec@top3: 0.7115, recall@top5: 0.9496, prec@top5: 0.4961, loss: 0.0500, grad_norm: 0.2815 2021-04-16 13:19:54,510 - mmaction - INFO - Epoch [9][3840/3842] lr: 1.838e-03, eta: 1:30:58, time: 1.287, data_time: 0.003, memory: 10738, loss_action_cls: 0.0481, recall@thr=0.5: 0.7712, prec@thr=0.5: 0.8410, recall@top3: 0.8477, prec@top3: 0.7123, recall@top5: 0.9473, prec@top5: 0.4923, loss: 0.0481, grad_norm: 0.2683 2021-04-16 13:20:11,705 - mmaction - INFO - Saving checkpoint at 9 epochs 2021-04-16 13:44:27,779 - mmaction - INFO - Evaluating mAP ... 2021-04-16 13:51:42,453 - mmaction - INFO - mAP@0.5IOU 0.2677 2021-04-16 13:51:43,690 - mmaction - INFO - Epoch(val) [9][3842] mAP@0.5IOU: 0.2677 2021-04-16 13:52:56,319 - mmaction - INFO - Epoch [10][20/3842] lr: 1.817e-03, eta: 1:30:31, time: 3.630, data_time: 2.450, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7706, prec@thr=0.5: 0.8301, recall@top3: 0.8428, prec@top3: 0.7129, recall@top5: 0.9554, prec@top5: 0.4964, loss: 0.0482, grad_norm: 0.2808 2021-04-16 13:53:23,874 - mmaction - INFO - Epoch [10][40/3842] lr: 1.799e-03, eta: 1:30:02, time: 1.379, data_time: 0.153, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7577, prec@thr=0.5: 0.8270, recall@top3: 0.8392, prec@top3: 0.7015, recall@top5: 0.9517, prec@top5: 0.4907, loss: 0.0488, grad_norm: 0.2822 2021-04-16 13:53:53,611 - mmaction - INFO - Epoch [10][60/3842] lr: 1.780e-03, eta: 1:29:34, time: 1.486, data_time: 0.237, memory: 10738, loss_action_cls: 0.0491, recall@thr=0.5: 0.7731, prec@thr=0.5: 0.8371, recall@top3: 0.8400, prec@top3: 0.7067, recall@top5: 0.9450, prec@top5: 0.4892, loss: 0.0491, grad_norm: 0.2768 2021-04-16 13:54:21,551 - mmaction - INFO - Epoch [10][80/3842] lr: 1.761e-03, eta: 1:29:06, time: 1.397, data_time: 0.041, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7680, prec@thr=0.5: 0.8369, recall@top3: 0.8342, prec@top3: 0.7067, recall@top5: 0.9467, prec@top5: 0.4937, loss: 0.0493, grad_norm: 0.2961 2021-04-16 13:54:52,816 - mmaction - INFO - Epoch [10][100/3842] lr: 1.743e-03, eta: 1:28:38, time: 1.564, data_time: 0.002, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7607, prec@thr=0.5: 0.8269, recall@top3: 0.8298, prec@top3: 0.7068, recall@top5: 0.9493, prec@top5: 0.4968, loss: 0.0501, grad_norm: 0.2981 2021-04-16 13:55:20,106 - mmaction - INFO - Epoch [10][120/3842] lr: 1.724e-03, eta: 1:28:09, time: 1.364, data_time: 0.013, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7642, prec@thr=0.5: 0.8313, recall@top3: 0.8428, prec@top3: 0.6927, recall@top5: 0.9438, prec@top5: 0.4768, loss: 0.0502, grad_norm: 0.2871 2021-04-16 13:55:49,017 - mmaction - INFO - Epoch [10][140/3842] lr: 1.706e-03, eta: 1:27:41, time: 1.443, data_time: 0.029, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7677, prec@thr=0.5: 0.8313, recall@top3: 0.8438, prec@top3: 0.7092, recall@top5: 0.9488, prec@top5: 0.4914, loss: 0.0494, grad_norm: 0.2825 2021-04-16 13:56:19,189 - mmaction - INFO - Epoch [10][160/3842] lr: 1.688e-03, eta: 1:27:12, time: 1.511, data_time: 0.003, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7704, prec@thr=0.5: 0.8316, recall@top3: 0.8422, prec@top3: 0.7046, recall@top5: 0.9474, prec@top5: 0.4887, loss: 0.0500, grad_norm: 0.2982 2021-04-16 13:56:47,359 - mmaction - INFO - Epoch [10][180/3842] lr: 1.670e-03, eta: 1:26:44, time: 1.409, data_time: 0.001, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7550, prec@thr=0.5: 0.8247, recall@top3: 0.8330, prec@top3: 0.7024, recall@top5: 0.9464, prec@top5: 0.4904, loss: 0.0504, grad_norm: 0.2903 2021-04-16 13:57:17,068 - mmaction - INFO - Epoch [10][200/3842] lr: 1.652e-03, eta: 1:26:16, time: 1.485, data_time: 0.001, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7615, prec@thr=0.5: 0.8200, recall@top3: 0.8332, prec@top3: 0.7019, recall@top5: 0.9460, prec@top5: 0.4904, loss: 0.0497, grad_norm: 0.2965 2021-04-16 13:57:47,185 - mmaction - INFO - Epoch [10][220/3842] lr: 1.634e-03, eta: 1:25:47, time: 1.506, data_time: 0.001, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7648, prec@thr=0.5: 0.8344, recall@top3: 0.8369, prec@top3: 0.6930, recall@top5: 0.9482, prec@top5: 0.4839, loss: 0.0495, grad_norm: 0.2835 2021-04-16 13:58:15,754 - mmaction - INFO - Epoch [10][240/3842] lr: 1.616e-03, eta: 1:25:19, time: 1.428, data_time: 0.046, memory: 10738, loss_action_cls: 0.0486, recall@thr=0.5: 0.7540, prec@thr=0.5: 0.8345, recall@top3: 0.8429, prec@top3: 0.7146, recall@top5: 0.9501, prec@top5: 0.4936, loss: 0.0486, grad_norm: 0.2822 2021-04-16 13:58:42,648 - mmaction - INFO - Epoch [10][260/3842] lr: 1.598e-03, eta: 1:24:50, time: 1.345, data_time: 0.002, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7676, prec@thr=0.5: 0.8229, recall@top3: 0.8351, prec@top3: 0.6904, recall@top5: 0.9424, prec@top5: 0.4786, loss: 0.0496, grad_norm: 0.2917 2021-04-16 13:59:10,302 - mmaction - INFO - Epoch [10][280/3842] lr: 1.580e-03, eta: 1:24:22, time: 1.383, data_time: 0.002, memory: 10738, loss_action_cls: 0.0483, recall@thr=0.5: 0.7667, prec@thr=0.5: 0.8335, recall@top3: 0.8356, prec@top3: 0.7110, recall@top5: 0.9459, prec@top5: 0.4970, loss: 0.0483, grad_norm: 0.2856 2021-04-16 13:59:37,822 - mmaction - INFO - Epoch [10][300/3842] lr: 1.563e-03, eta: 1:23:53, time: 1.377, data_time: 0.002, memory: 10738, loss_action_cls: 0.0470, recall@thr=0.5: 0.7728, prec@thr=0.5: 0.8349, recall@top3: 0.8470, prec@top3: 0.7123, recall@top5: 0.9494, prec@top5: 0.4894, loss: 0.0470, grad_norm: 0.2924 2021-04-16 14:00:05,167 - mmaction - INFO - Epoch [10][320/3842] lr: 1.545e-03, eta: 1:23:25, time: 1.367, data_time: 0.001, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7726, prec@thr=0.5: 0.8320, recall@top3: 0.8403, prec@top3: 0.6907, recall@top5: 0.9459, prec@top5: 0.4795, loss: 0.0482, grad_norm: 0.2859 2021-04-16 14:00:34,150 - mmaction - INFO - Epoch [10][340/3842] lr: 1.528e-03, eta: 1:22:57, time: 1.449, data_time: 0.121, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7565, prec@thr=0.5: 0.8253, recall@top3: 0.8311, prec@top3: 0.7003, recall@top5: 0.9453, prec@top5: 0.4904, loss: 0.0498, grad_norm: 0.2901 2021-04-16 14:01:00,667 - mmaction - INFO - Epoch [10][360/3842] lr: 1.511e-03, eta: 1:22:28, time: 1.326, data_time: 0.036, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7724, prec@thr=0.5: 0.8351, recall@top3: 0.8395, prec@top3: 0.7046, recall@top5: 0.9516, prec@top5: 0.4924, loss: 0.0494, grad_norm: 0.2790 2021-04-16 14:01:28,209 - mmaction - INFO - Epoch [10][380/3842] lr: 1.493e-03, eta: 1:21:59, time: 1.375, data_time: 0.016, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7643, prec@thr=0.5: 0.8201, recall@top3: 0.8383, prec@top3: 0.7042, recall@top5: 0.9445, prec@top5: 0.4876, loss: 0.0497, grad_norm: 0.2836 2021-04-16 14:01:54,626 - mmaction - INFO - Epoch [10][400/3842] lr: 1.476e-03, eta: 1:21:31, time: 1.322, data_time: 0.003, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7668, prec@thr=0.5: 0.8366, recall@top3: 0.8387, prec@top3: 0.7073, recall@top5: 0.9467, prec@top5: 0.4916, loss: 0.0501, grad_norm: 0.2831 2021-04-16 14:02:21,492 - mmaction - INFO - Epoch [10][420/3842] lr: 1.459e-03, eta: 1:21:02, time: 1.344, data_time: 0.002, memory: 10738, loss_action_cls: 0.0491, recall@thr=0.5: 0.7717, prec@thr=0.5: 0.8333, recall@top3: 0.8400, prec@top3: 0.7042, recall@top5: 0.9427, prec@top5: 0.4843, loss: 0.0491, grad_norm: 0.2978 2021-04-16 14:02:49,259 - mmaction - INFO - Epoch [10][440/3842] lr: 1.442e-03, eta: 1:20:34, time: 1.388, data_time: 0.001, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7740, prec@thr=0.5: 0.8383, recall@top3: 0.8421, prec@top3: 0.7124, recall@top5: 0.9526, prec@top5: 0.4948, loss: 0.0482, grad_norm: 0.2851 2021-04-16 14:03:17,677 - mmaction - INFO - Epoch [10][460/3842] lr: 1.426e-03, eta: 1:20:05, time: 1.421, data_time: 0.049, memory: 10738, loss_action_cls: 0.0476, recall@thr=0.5: 0.7693, prec@thr=0.5: 0.8297, recall@top3: 0.8455, prec@top3: 0.7016, recall@top5: 0.9508, prec@top5: 0.4850, loss: 0.0476, grad_norm: 0.2852 2021-04-16 14:03:44,491 - mmaction - INFO - Epoch [10][480/3842] lr: 1.409e-03, eta: 1:19:37, time: 1.341, data_time: 0.001, memory: 10738, loss_action_cls: 0.0477, recall@thr=0.5: 0.7808, prec@thr=0.5: 0.8274, recall@top3: 0.8434, prec@top3: 0.7102, recall@top5: 0.9553, prec@top5: 0.4946, loss: 0.0477, grad_norm: 0.2750 2021-04-16 14:04:14,671 - mmaction - INFO - Epoch [10][500/3842] lr: 1.392e-03, eta: 1:19:08, time: 1.509, data_time: 0.001, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7683, prec@thr=0.5: 0.8290, recall@top3: 0.8414, prec@top3: 0.7006, recall@top5: 0.9495, prec@top5: 0.4860, loss: 0.0499, grad_norm: 0.2900 2021-04-16 14:04:43,490 - mmaction - INFO - Epoch [10][520/3842] lr: 1.376e-03, eta: 1:18:40, time: 1.441, data_time: 0.004, memory: 10738, loss_action_cls: 0.0492, recall@thr=0.5: 0.7651, prec@thr=0.5: 0.8266, recall@top3: 0.8397, prec@top3: 0.6972, recall@top5: 0.9460, prec@top5: 0.4822, loss: 0.0492, grad_norm: 0.2964 2021-04-16 14:05:09,495 - mmaction - INFO - Epoch [10][540/3842] lr: 1.359e-03, eta: 1:18:11, time: 1.300, data_time: 0.034, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7634, prec@thr=0.5: 0.8343, recall@top3: 0.8399, prec@top3: 0.7015, recall@top5: 0.9464, prec@top5: 0.4866, loss: 0.0487, grad_norm: 0.2935 2021-04-16 14:05:38,976 - mmaction - INFO - Epoch [10][560/3842] lr: 1.343e-03, eta: 1:17:43, time: 1.474, data_time: 0.001, memory: 10738, loss_action_cls: 0.0492, recall@thr=0.5: 0.7667, prec@thr=0.5: 0.8424, recall@top3: 0.8374, prec@top3: 0.7107, recall@top5: 0.9466, prec@top5: 0.4940, loss: 0.0492, grad_norm: 0.2739 2021-04-16 14:06:08,043 - mmaction - INFO - Epoch [10][580/3842] lr: 1.327e-03, eta: 1:17:15, time: 1.454, data_time: 0.001, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7685, prec@thr=0.5: 0.8219, recall@top3: 0.8349, prec@top3: 0.6966, recall@top5: 0.9481, prec@top5: 0.4874, loss: 0.0490, grad_norm: 0.2857 2021-04-16 14:06:35,939 - mmaction - INFO - Epoch [10][600/3842] lr: 1.311e-03, eta: 1:16:46, time: 1.393, data_time: 0.001, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7502, prec@thr=0.5: 0.8339, recall@top3: 0.8338, prec@top3: 0.7082, recall@top5: 0.9420, prec@top5: 0.4931, loss: 0.0500, grad_norm: 0.2865 2021-04-16 14:07:04,773 - mmaction - INFO - Epoch [10][620/3842] lr: 1.295e-03, eta: 1:16:18, time: 1.441, data_time: 0.002, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7663, prec@thr=0.5: 0.8295, recall@top3: 0.8411, prec@top3: 0.7111, recall@top5: 0.9517, prec@top5: 0.4962, loss: 0.0490, grad_norm: 0.2914 2021-04-16 14:07:32,368 - mmaction - INFO - Epoch [10][640/3842] lr: 1.279e-03, eta: 1:15:49, time: 1.382, data_time: 0.003, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7779, prec@thr=0.5: 0.8289, recall@top3: 0.8429, prec@top3: 0.7113, recall@top5: 0.9461, prec@top5: 0.4927, loss: 0.0490, grad_norm: 0.2773 2021-04-16 14:07:59,349 - mmaction - INFO - Epoch [10][660/3842] lr: 1.263e-03, eta: 1:15:21, time: 1.349, data_time: 0.015, memory: 10738, loss_action_cls: 0.0486, recall@thr=0.5: 0.7725, prec@thr=0.5: 0.8320, recall@top3: 0.8411, prec@top3: 0.7049, recall@top5: 0.9515, prec@top5: 0.4903, loss: 0.0486, grad_norm: 0.2835 2021-04-16 14:08:29,856 - mmaction - INFO - Epoch [10][680/3842] lr: 1.247e-03, eta: 1:14:53, time: 1.524, data_time: 0.225, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7757, prec@thr=0.5: 0.8346, recall@top3: 0.8391, prec@top3: 0.7076, recall@top5: 0.9540, prec@top5: 0.4959, loss: 0.0493, grad_norm: 0.2889 2021-04-16 14:09:01,721 - mmaction - INFO - Epoch [10][700/3842] lr: 1.232e-03, eta: 1:14:25, time: 1.595, data_time: 0.067, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7611, prec@thr=0.5: 0.8285, recall@top3: 0.8373, prec@top3: 0.7091, recall@top5: 0.9489, prec@top5: 0.4952, loss: 0.0502, grad_norm: 0.2771 2021-04-16 14:09:30,570 - mmaction - INFO - Epoch [10][720/3842] lr: 1.216e-03, eta: 1:13:56, time: 1.442, data_time: 0.001, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7718, prec@thr=0.5: 0.8263, recall@top3: 0.8407, prec@top3: 0.7002, recall@top5: 0.9447, prec@top5: 0.4840, loss: 0.0496, grad_norm: 0.2897 2021-04-16 14:09:57,474 - mmaction - INFO - Epoch [10][740/3842] lr: 1.201e-03, eta: 1:13:28, time: 1.345, data_time: 0.108, memory: 10738, loss_action_cls: 0.0505, recall@thr=0.5: 0.7591, prec@thr=0.5: 0.8228, recall@top3: 0.8406, prec@top3: 0.6973, recall@top5: 0.9502, prec@top5: 0.4867, loss: 0.0505, grad_norm: 0.2997 2021-04-16 14:10:25,859 - mmaction - INFO - Epoch [10][760/3842] lr: 1.185e-03, eta: 1:12:59, time: 1.420, data_time: 0.185, memory: 10738, loss_action_cls: 0.0471, recall@thr=0.5: 0.7758, prec@thr=0.5: 0.8388, recall@top3: 0.8484, prec@top3: 0.7013, recall@top5: 0.9498, prec@top5: 0.4826, loss: 0.0471, grad_norm: 0.2820 2021-04-16 14:10:53,195 - mmaction - INFO - Epoch [10][780/3842] lr: 1.170e-03, eta: 1:12:31, time: 1.367, data_time: 0.059, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7574, prec@thr=0.5: 0.8296, recall@top3: 0.8338, prec@top3: 0.6929, recall@top5: 0.9459, prec@top5: 0.4847, loss: 0.0501, grad_norm: 0.2975 2021-04-16 14:11:22,922 - mmaction - INFO - Epoch [10][800/3842] lr: 1.155e-03, eta: 1:12:02, time: 1.486, data_time: 0.001, memory: 10738, loss_action_cls: 0.0479, recall@thr=0.5: 0.7773, prec@thr=0.5: 0.8363, recall@top3: 0.8536, prec@top3: 0.7130, recall@top5: 0.9508, prec@top5: 0.4887, loss: 0.0479, grad_norm: 0.2805 2021-04-16 14:11:52,415 - mmaction - INFO - Epoch [10][820/3842] lr: 1.140e-03, eta: 1:11:34, time: 1.475, data_time: 0.103, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7622, prec@thr=0.5: 0.8231, recall@top3: 0.8351, prec@top3: 0.7057, recall@top5: 0.9463, prec@top5: 0.4917, loss: 0.0507, grad_norm: 0.2848 2021-04-16 14:12:20,314 - mmaction - INFO - Epoch [10][840/3842] lr: 1.125e-03, eta: 1:11:06, time: 1.395, data_time: 0.005, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7588, prec@thr=0.5: 0.8272, recall@top3: 0.8330, prec@top3: 0.7024, recall@top5: 0.9447, prec@top5: 0.4900, loss: 0.0504, grad_norm: 0.2930 2021-04-16 14:12:47,215 - mmaction - INFO - Epoch [10][860/3842] lr: 1.110e-03, eta: 1:10:37, time: 1.343, data_time: 0.066, memory: 10738, loss_action_cls: 0.0479, recall@thr=0.5: 0.7789, prec@thr=0.5: 0.8473, recall@top3: 0.8507, prec@top3: 0.7138, recall@top5: 0.9500, prec@top5: 0.4913, loss: 0.0479, grad_norm: 0.2776 2021-04-16 14:13:15,043 - mmaction - INFO - Epoch [10][880/3842] lr: 1.095e-03, eta: 1:10:09, time: 1.393, data_time: 0.002, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7676, prec@thr=0.5: 0.8270, recall@top3: 0.8401, prec@top3: 0.6928, recall@top5: 0.9480, prec@top5: 0.4823, loss: 0.0489, grad_norm: 0.2942 2021-04-16 14:13:43,944 - mmaction - INFO - Epoch [10][900/3842] lr: 1.081e-03, eta: 1:09:40, time: 1.445, data_time: 0.001, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7638, prec@thr=0.5: 0.8312, recall@top3: 0.8422, prec@top3: 0.7147, recall@top5: 0.9500, prec@top5: 0.4961, loss: 0.0493, grad_norm: 0.2887 2021-04-16 14:14:10,346 - mmaction - INFO - Epoch [10][920/3842] lr: 1.066e-03, eta: 1:09:12, time: 1.321, data_time: 0.090, memory: 10738, loss_action_cls: 0.0480, recall@thr=0.5: 0.7779, prec@thr=0.5: 0.8394, recall@top3: 0.8454, prec@top3: 0.7177, recall@top5: 0.9460, prec@top5: 0.4949, loss: 0.0480, grad_norm: 0.2819 2021-04-16 14:14:39,316 - mmaction - INFO - Epoch [10][940/3842] lr: 1.052e-03, eta: 1:08:43, time: 1.448, data_time: 0.083, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7704, prec@thr=0.5: 0.8255, recall@top3: 0.8358, prec@top3: 0.7090, recall@top5: 0.9456, prec@top5: 0.4963, loss: 0.0500, grad_norm: 0.3022 2021-04-16 14:15:07,266 - mmaction - INFO - Epoch [10][960/3842] lr: 1.037e-03, eta: 1:08:15, time: 1.398, data_time: 0.083, memory: 10738, loss_action_cls: 0.0484, recall@thr=0.5: 0.7740, prec@thr=0.5: 0.8295, recall@top3: 0.8439, prec@top3: 0.7142, recall@top5: 0.9491, prec@top5: 0.4939, loss: 0.0484, grad_norm: 0.2843 2021-04-16 14:15:35,032 - mmaction - INFO - Epoch [10][980/3842] lr: 1.023e-03, eta: 1:07:46, time: 1.388, data_time: 0.001, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7739, prec@thr=0.5: 0.8248, recall@top3: 0.8350, prec@top3: 0.6983, recall@top5: 0.9469, prec@top5: 0.4883, loss: 0.0503, grad_norm: 0.2799 2021-04-16 14:16:02,849 - mmaction - INFO - Epoch [10][1000/3842] lr: 1.009e-03, eta: 1:07:18, time: 1.391, data_time: 0.001, memory: 10738, loss_action_cls: 0.0485, recall@thr=0.5: 0.7697, prec@thr=0.5: 0.8340, recall@top3: 0.8489, prec@top3: 0.7018, recall@top5: 0.9506, prec@top5: 0.4845, loss: 0.0485, grad_norm: 0.2851 2021-04-16 14:16:30,771 - mmaction - INFO - Epoch [10][1020/3842] lr: 9.947e-04, eta: 1:06:49, time: 1.396, data_time: 0.001, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7651, prec@thr=0.5: 0.8302, recall@top3: 0.8374, prec@top3: 0.7061, recall@top5: 0.9504, prec@top5: 0.4947, loss: 0.0494, grad_norm: 0.2913 2021-04-16 14:16:58,526 - mmaction - INFO - Epoch [10][1040/3842] lr: 9.807e-04, eta: 1:06:21, time: 1.386, data_time: 0.001, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7647, prec@thr=0.5: 0.8345, recall@top3: 0.8336, prec@top3: 0.6985, recall@top5: 0.9445, prec@top5: 0.4893, loss: 0.0506, grad_norm: 0.2943 2021-04-16 14:17:29,286 - mmaction - INFO - Epoch [10][1060/3842] lr: 9.668e-04, eta: 1:05:53, time: 1.539, data_time: 0.003, memory: 10738, loss_action_cls: 0.0484, recall@thr=0.5: 0.7756, prec@thr=0.5: 0.8293, recall@top3: 0.8489, prec@top3: 0.7055, recall@top5: 0.9459, prec@top5: 0.4851, loss: 0.0484, grad_norm: 0.2876 2021-04-16 14:17:56,315 - mmaction - INFO - Epoch [10][1080/3842] lr: 9.530e-04, eta: 1:05:24, time: 1.352, data_time: 0.052, memory: 10738, loss_action_cls: 0.0492, recall@thr=0.5: 0.7678, prec@thr=0.5: 0.8349, recall@top3: 0.8398, prec@top3: 0.6997, recall@top5: 0.9486, prec@top5: 0.4856, loss: 0.0492, grad_norm: 0.2905 2021-04-16 14:18:23,682 - mmaction - INFO - Epoch [10][1100/3842] lr: 9.393e-04, eta: 1:04:56, time: 1.368, data_time: 0.059, memory: 10738, loss_action_cls: 0.0491, recall@thr=0.5: 0.7649, prec@thr=0.5: 0.8339, recall@top3: 0.8362, prec@top3: 0.7144, recall@top5: 0.9413, prec@top5: 0.4959, loss: 0.0491, grad_norm: 0.2931 2021-04-16 14:18:53,588 - mmaction - INFO - Epoch [10][1120/3842] lr: 9.257e-04, eta: 1:04:27, time: 1.495, data_time: 0.001, memory: 10738, loss_action_cls: 0.0481, recall@thr=0.5: 0.7718, prec@thr=0.5: 0.8316, recall@top3: 0.8437, prec@top3: 0.7059, recall@top5: 0.9466, prec@top5: 0.4880, loss: 0.0481, grad_norm: 0.2861 2021-04-16 14:19:20,715 - mmaction - INFO - Epoch [10][1140/3842] lr: 9.122e-04, eta: 1:03:59, time: 1.355, data_time: 0.064, memory: 10738, loss_action_cls: 0.0477, recall@thr=0.5: 0.7738, prec@thr=0.5: 0.8374, recall@top3: 0.8448, prec@top3: 0.7062, recall@top5: 0.9484, prec@top5: 0.4881, loss: 0.0477, grad_norm: 0.2775 2021-04-16 14:19:47,223 - mmaction - INFO - Epoch [10][1160/3842] lr: 8.988e-04, eta: 1:03:30, time: 1.325, data_time: 0.083, memory: 10738, loss_action_cls: 0.0515, recall@thr=0.5: 0.7492, prec@thr=0.5: 0.8261, recall@top3: 0.8291, prec@top3: 0.6982, recall@top5: 0.9416, prec@top5: 0.4872, loss: 0.0515, grad_norm: 0.3068 2021-04-16 14:20:15,173 - mmaction - INFO - Epoch [10][1180/3842] lr: 8.855e-04, eta: 1:03:02, time: 1.399, data_time: 0.035, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7595, prec@thr=0.5: 0.8243, recall@top3: 0.8397, prec@top3: 0.7058, recall@top5: 0.9424, prec@top5: 0.4869, loss: 0.0496, grad_norm: 0.2888 2021-04-16 14:20:42,065 - mmaction - INFO - Epoch [10][1200/3842] lr: 8.723e-04, eta: 1:02:33, time: 1.344, data_time: 0.001, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7676, prec@thr=0.5: 0.8310, recall@top3: 0.8448, prec@top3: 0.7137, recall@top5: 0.9541, prec@top5: 0.4955, loss: 0.0490, grad_norm: 0.2848 2021-04-16 14:21:10,765 - mmaction - INFO - Epoch [10][1220/3842] lr: 8.592e-04, eta: 1:02:05, time: 1.436, data_time: 0.002, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7682, prec@thr=0.5: 0.8203, recall@top3: 0.8384, prec@top3: 0.7157, recall@top5: 0.9498, prec@top5: 0.4988, loss: 0.0499, grad_norm: 0.2943 2021-04-16 14:21:39,431 - mmaction - INFO - Epoch [10][1240/3842] lr: 8.462e-04, eta: 1:01:36, time: 1.433, data_time: 0.044, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7734, prec@thr=0.5: 0.8341, recall@top3: 0.8353, prec@top3: 0.7021, recall@top5: 0.9520, prec@top5: 0.4942, loss: 0.0487, grad_norm: 0.2745 2021-04-16 14:22:07,143 - mmaction - INFO - Epoch [10][1260/3842] lr: 8.333e-04, eta: 1:01:08, time: 1.386, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7636, prec@thr=0.5: 0.8175, recall@top3: 0.8366, prec@top3: 0.7036, recall@top5: 0.9461, prec@top5: 0.4903, loss: 0.0502, grad_norm: 0.2836 2021-04-16 14:22:36,339 - mmaction - INFO - Epoch [10][1280/3842] lr: 8.205e-04, eta: 1:00:40, time: 1.460, data_time: 0.001, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7690, prec@thr=0.5: 0.8261, recall@top3: 0.8449, prec@top3: 0.6971, recall@top5: 0.9493, prec@top5: 0.4817, loss: 0.0493, grad_norm: 0.2874 2021-04-16 14:23:04,077 - mmaction - INFO - Epoch [10][1300/3842] lr: 8.078e-04, eta: 1:00:11, time: 1.387, data_time: 0.001, memory: 10738, loss_action_cls: 0.0476, recall@thr=0.5: 0.7746, prec@thr=0.5: 0.8291, recall@top3: 0.8475, prec@top3: 0.6954, recall@top5: 0.9481, prec@top5: 0.4789, loss: 0.0476, grad_norm: 0.2781 2021-04-16 14:23:32,013 - mmaction - INFO - Epoch [10][1320/3842] lr: 7.952e-04, eta: 0:59:43, time: 1.397, data_time: 0.001, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7552, prec@thr=0.5: 0.8371, recall@top3: 0.8360, prec@top3: 0.7040, recall@top5: 0.9427, prec@top5: 0.4901, loss: 0.0498, grad_norm: 0.2889 2021-04-16 14:24:00,417 - mmaction - INFO - Epoch [10][1340/3842] lr: 7.827e-04, eta: 0:59:14, time: 1.420, data_time: 0.012, memory: 10738, loss_action_cls: 0.0472, recall@thr=0.5: 0.7687, prec@thr=0.5: 0.8426, recall@top3: 0.8475, prec@top3: 0.7074, recall@top5: 0.9516, prec@top5: 0.4873, loss: 0.0472, grad_norm: 0.2820 2021-04-16 14:24:29,727 - mmaction - INFO - Epoch [10][1360/3842] lr: 7.703e-04, eta: 0:58:46, time: 1.466, data_time: 0.001, memory: 10738, loss_action_cls: 0.0486, recall@thr=0.5: 0.7739, prec@thr=0.5: 0.8342, recall@top3: 0.8400, prec@top3: 0.7101, recall@top5: 0.9466, prec@top5: 0.4928, loss: 0.0486, grad_norm: 0.2704 2021-04-16 14:24:56,919 - mmaction - INFO - Epoch [10][1380/3842] lr: 7.580e-04, eta: 0:58:17, time: 1.359, data_time: 0.001, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7640, prec@thr=0.5: 0.8269, recall@top3: 0.8301, prec@top3: 0.6958, recall@top5: 0.9496, prec@top5: 0.4891, loss: 0.0499, grad_norm: 0.2877 2021-04-16 14:25:24,769 - mmaction - INFO - Epoch [10][1400/3842] lr: 7.457e-04, eta: 0:57:49, time: 1.391, data_time: 0.006, memory: 10738, loss_action_cls: 0.0485, recall@thr=0.5: 0.7676, prec@thr=0.5: 0.8287, recall@top3: 0.8478, prec@top3: 0.6955, recall@top5: 0.9502, prec@top5: 0.4785, loss: 0.0485, grad_norm: 0.2902 2021-04-16 14:25:53,640 - mmaction - INFO - Epoch [10][1420/3842] lr: 7.336e-04, eta: 0:57:21, time: 1.445, data_time: 0.172, memory: 10738, loss_action_cls: 0.0512, recall@thr=0.5: 0.7601, prec@thr=0.5: 0.8209, recall@top3: 0.8347, prec@top3: 0.7049, recall@top5: 0.9475, prec@top5: 0.4908, loss: 0.0512, grad_norm: 0.2827 2021-04-16 14:26:22,200 - mmaction - INFO - Epoch [10][1440/3842] lr: 7.216e-04, eta: 0:56:52, time: 1.428, data_time: 0.107, memory: 10738, loss_action_cls: 0.0478, recall@thr=0.5: 0.7667, prec@thr=0.5: 0.8315, recall@top3: 0.8426, prec@top3: 0.7004, recall@top5: 0.9513, prec@top5: 0.4872, loss: 0.0478, grad_norm: 0.2940 2021-04-16 14:26:49,478 - mmaction - INFO - Epoch [10][1460/3842] lr: 7.097e-04, eta: 0:56:24, time: 1.364, data_time: 0.001, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7675, prec@thr=0.5: 0.8318, recall@top3: 0.8364, prec@top3: 0.7087, recall@top5: 0.9500, prec@top5: 0.4950, loss: 0.0496, grad_norm: 0.2886 2021-04-16 14:27:18,512 - mmaction - INFO - Epoch [10][1480/3842] lr: 6.979e-04, eta: 0:55:55, time: 1.451, data_time: 0.116, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7815, prec@thr=0.5: 0.8404, recall@top3: 0.8532, prec@top3: 0.7168, recall@top5: 0.9525, prec@top5: 0.4923, loss: 0.0482, grad_norm: 0.2862 2021-04-16 14:27:45,002 - mmaction - INFO - Epoch [10][1500/3842] lr: 6.861e-04, eta: 0:55:27, time: 1.324, data_time: 0.032, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7696, prec@thr=0.5: 0.8355, recall@top3: 0.8428, prec@top3: 0.7056, recall@top5: 0.9489, prec@top5: 0.4889, loss: 0.0487, grad_norm: 0.2868 2021-04-16 14:28:15,357 - mmaction - INFO - Epoch [10][1520/3842] lr: 6.745e-04, eta: 0:54:59, time: 1.519, data_time: 0.052, memory: 10738, loss_action_cls: 0.0481, recall@thr=0.5: 0.7673, prec@thr=0.5: 0.8382, recall@top3: 0.8411, prec@top3: 0.7001, recall@top5: 0.9537, prec@top5: 0.4894, loss: 0.0481, grad_norm: 0.2855 2021-04-16 14:28:41,015 - mmaction - INFO - Epoch [10][1540/3842] lr: 6.630e-04, eta: 0:54:30, time: 1.283, data_time: 0.001, memory: 10738, loss_action_cls: 0.0484, recall@thr=0.5: 0.7725, prec@thr=0.5: 0.8350, recall@top3: 0.8394, prec@top3: 0.6946, recall@top5: 0.9491, prec@top5: 0.4828, loss: 0.0484, grad_norm: 0.2862 2021-04-16 14:29:11,397 - mmaction - INFO - Epoch [10][1560/3842] lr: 6.515e-04, eta: 0:54:02, time: 1.519, data_time: 0.001, memory: 10738, loss_action_cls: 0.0504, recall@thr=0.5: 0.7544, prec@thr=0.5: 0.8197, recall@top3: 0.8378, prec@top3: 0.6881, recall@top5: 0.9444, prec@top5: 0.4795, loss: 0.0504, grad_norm: 0.2985 2021-04-16 14:29:41,865 - mmaction - INFO - Epoch [10][1580/3842] lr: 6.402e-04, eta: 0:53:33, time: 1.523, data_time: 0.001, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7673, prec@thr=0.5: 0.8431, recall@top3: 0.8481, prec@top3: 0.7025, recall@top5: 0.9492, prec@top5: 0.4844, loss: 0.0489, grad_norm: 0.2815 2021-04-16 14:30:09,366 - mmaction - INFO - Epoch [10][1600/3842] lr: 6.290e-04, eta: 0:53:05, time: 1.374, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7575, prec@thr=0.5: 0.8280, recall@top3: 0.8367, prec@top3: 0.6974, recall@top5: 0.9424, prec@top5: 0.4825, loss: 0.0502, grad_norm: 0.2935 2021-04-16 14:30:37,242 - mmaction - INFO - Epoch [10][1620/3842] lr: 6.178e-04, eta: 0:52:36, time: 1.394, data_time: 0.001, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7646, prec@thr=0.5: 0.8310, recall@top3: 0.8424, prec@top3: 0.7086, recall@top5: 0.9479, prec@top5: 0.4919, loss: 0.0490, grad_norm: 0.2822 2021-04-16 14:31:03,823 - mmaction - INFO - Epoch [10][1640/3842] lr: 6.068e-04, eta: 0:52:08, time: 1.329, data_time: 0.096, memory: 10738, loss_action_cls: 0.0481, recall@thr=0.5: 0.7676, prec@thr=0.5: 0.8361, recall@top3: 0.8416, prec@top3: 0.7092, recall@top5: 0.9482, prec@top5: 0.4909, loss: 0.0481, grad_norm: 0.2947 2021-04-16 14:31:33,775 - mmaction - INFO - Epoch [10][1660/3842] lr: 5.959e-04, eta: 0:51:40, time: 1.496, data_time: 0.001, memory: 10738, loss_action_cls: 0.0516, recall@thr=0.5: 0.7566, prec@thr=0.5: 0.8272, recall@top3: 0.8305, prec@top3: 0.7046, recall@top5: 0.9435, prec@top5: 0.4929, loss: 0.0516, grad_norm: 0.2891 2021-04-16 14:32:02,641 - mmaction - INFO - Epoch [10][1680/3842] lr: 5.850e-04, eta: 0:51:11, time: 1.445, data_time: 0.002, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7653, prec@thr=0.5: 0.8184, recall@top3: 0.8328, prec@top3: 0.6874, recall@top5: 0.9460, prec@top5: 0.4811, loss: 0.0501, grad_norm: 0.2969 2021-04-16 14:32:29,033 - mmaction - INFO - Epoch [10][1700/3842] lr: 5.743e-04, eta: 0:50:43, time: 1.317, data_time: 0.012, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7598, prec@thr=0.5: 0.8238, recall@top3: 0.8344, prec@top3: 0.7001, recall@top5: 0.9509, prec@top5: 0.4897, loss: 0.0501, grad_norm: 0.2900 2021-04-16 14:32:57,049 - mmaction - INFO - Epoch [10][1720/3842] lr: 5.636e-04, eta: 0:50:14, time: 1.403, data_time: 0.067, memory: 10738, loss_action_cls: 0.0486, recall@thr=0.5: 0.7759, prec@thr=0.5: 0.8263, recall@top3: 0.8455, prec@top3: 0.6945, recall@top5: 0.9463, prec@top5: 0.4796, loss: 0.0486, grad_norm: 0.2897 2021-04-16 14:33:24,790 - mmaction - INFO - Epoch [10][1740/3842] lr: 5.531e-04, eta: 0:49:46, time: 1.385, data_time: 0.050, memory: 10738, loss_action_cls: 0.0484, recall@thr=0.5: 0.7745, prec@thr=0.5: 0.8349, recall@top3: 0.8510, prec@top3: 0.6990, recall@top5: 0.9507, prec@top5: 0.4823, loss: 0.0484, grad_norm: 0.2909 2021-04-16 14:33:53,320 - mmaction - INFO - Epoch [10][1760/3842] lr: 5.426e-04, eta: 0:49:17, time: 1.428, data_time: 0.084, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7650, prec@thr=0.5: 0.8340, recall@top3: 0.8327, prec@top3: 0.6938, recall@top5: 0.9444, prec@top5: 0.4864, loss: 0.0488, grad_norm: 0.2864 2021-04-16 14:34:20,689 - mmaction - INFO - Epoch [10][1780/3842] lr: 5.323e-04, eta: 0:48:49, time: 1.368, data_time: 0.081, memory: 10738, loss_action_cls: 0.0503, recall@thr=0.5: 0.7565, prec@thr=0.5: 0.8340, recall@top3: 0.8327, prec@top3: 0.7088, recall@top5: 0.9405, prec@top5: 0.4929, loss: 0.0503, grad_norm: 0.2808 2021-04-16 14:34:48,415 - mmaction - INFO - Epoch [10][1800/3842] lr: 5.221e-04, eta: 0:48:20, time: 1.385, data_time: 0.001, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7821, prec@thr=0.5: 0.8380, recall@top3: 0.8484, prec@top3: 0.7105, recall@top5: 0.9497, prec@top5: 0.4916, loss: 0.0487, grad_norm: 0.2816 2021-04-16 14:35:15,114 - mmaction - INFO - Epoch [10][1820/3842] lr: 5.119e-04, eta: 0:47:52, time: 1.337, data_time: 0.003, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7680, prec@thr=0.5: 0.8265, recall@top3: 0.8312, prec@top3: 0.6947, recall@top5: 0.9408, prec@top5: 0.4848, loss: 0.0501, grad_norm: 0.2840 2021-04-16 14:35:43,046 - mmaction - INFO - Epoch [10][1840/3842] lr: 5.019e-04, eta: 0:47:23, time: 1.397, data_time: 0.001, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7604, prec@thr=0.5: 0.8189, recall@top3: 0.8338, prec@top3: 0.6984, recall@top5: 0.9476, prec@top5: 0.4890, loss: 0.0511, grad_norm: 0.2915 2021-04-16 14:36:10,545 - mmaction - INFO - Epoch [10][1860/3842] lr: 4.919e-04, eta: 0:46:55, time: 1.375, data_time: 0.001, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7796, prec@thr=0.5: 0.8406, recall@top3: 0.8463, prec@top3: 0.7158, recall@top5: 0.9484, prec@top5: 0.4932, loss: 0.0482, grad_norm: 0.2747 2021-04-16 14:36:37,673 - mmaction - INFO - Epoch [10][1880/3842] lr: 4.821e-04, eta: 0:46:27, time: 1.356, data_time: 0.023, memory: 10738, loss_action_cls: 0.0473, recall@thr=0.5: 0.7756, prec@thr=0.5: 0.8324, recall@top3: 0.8507, prec@top3: 0.6989, recall@top5: 0.9521, prec@top5: 0.4822, loss: 0.0473, grad_norm: 0.2855 2021-04-16 14:37:06,170 - mmaction - INFO - Epoch [10][1900/3842] lr: 4.723e-04, eta: 0:45:58, time: 1.425, data_time: 0.026, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7641, prec@thr=0.5: 0.8370, recall@top3: 0.8412, prec@top3: 0.7114, recall@top5: 0.9442, prec@top5: 0.4920, loss: 0.0489, grad_norm: 0.2880 2021-04-16 14:37:33,944 - mmaction - INFO - Epoch [10][1920/3842] lr: 4.626e-04, eta: 0:45:30, time: 1.389, data_time: 0.001, memory: 10738, loss_action_cls: 0.0484, recall@thr=0.5: 0.7717, prec@thr=0.5: 0.8319, recall@top3: 0.8485, prec@top3: 0.7023, recall@top5: 0.9462, prec@top5: 0.4813, loss: 0.0484, grad_norm: 0.2830 2021-04-16 14:38:00,741 - mmaction - INFO - Epoch [10][1940/3842] lr: 4.531e-04, eta: 0:45:01, time: 1.339, data_time: 0.010, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7621, prec@thr=0.5: 0.8361, recall@top3: 0.8398, prec@top3: 0.7025, recall@top5: 0.9437, prec@top5: 0.4862, loss: 0.0499, grad_norm: 0.2950 2021-04-16 14:38:30,289 - mmaction - INFO - Epoch [10][1960/3842] lr: 4.436e-04, eta: 0:44:33, time: 1.478, data_time: 0.002, memory: 10738, loss_action_cls: 0.0475, recall@thr=0.5: 0.7761, prec@thr=0.5: 0.8421, recall@top3: 0.8466, prec@top3: 0.7056, recall@top5: 0.9478, prec@top5: 0.4863, loss: 0.0475, grad_norm: 0.2801 2021-04-16 14:38:59,625 - mmaction - INFO - Epoch [10][1980/3842] lr: 4.343e-04, eta: 0:44:04, time: 1.466, data_time: 0.001, memory: 10738, loss_action_cls: 0.0465, recall@thr=0.5: 0.7775, prec@thr=0.5: 0.8338, recall@top3: 0.8497, prec@top3: 0.7026, recall@top5: 0.9552, prec@top5: 0.4872, loss: 0.0465, grad_norm: 0.2796 2021-04-16 14:39:26,465 - mmaction - INFO - Epoch [10][2000/3842] lr: 4.250e-04, eta: 0:43:36, time: 1.340, data_time: 0.006, memory: 10738, loss_action_cls: 0.0487, recall@thr=0.5: 0.7717, prec@thr=0.5: 0.8399, recall@top3: 0.8411, prec@top3: 0.7060, recall@top5: 0.9462, prec@top5: 0.4901, loss: 0.0487, grad_norm: 0.2821 2021-04-16 14:39:54,107 - mmaction - INFO - Epoch [10][2020/3842] lr: 4.159e-04, eta: 0:43:08, time: 1.384, data_time: 0.026, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7690, prec@thr=0.5: 0.8262, recall@top3: 0.8408, prec@top3: 0.7021, recall@top5: 0.9404, prec@top5: 0.4819, loss: 0.0499, grad_norm: 0.2831 2021-04-16 14:40:22,261 - mmaction - INFO - Epoch [10][2040/3842] lr: 4.068e-04, eta: 0:42:39, time: 1.408, data_time: 0.001, memory: 10738, loss_action_cls: 0.0486, recall@thr=0.5: 0.7653, prec@thr=0.5: 0.8252, recall@top3: 0.8365, prec@top3: 0.6963, recall@top5: 0.9450, prec@top5: 0.4832, loss: 0.0486, grad_norm: 0.2830 2021-04-16 14:40:52,387 - mmaction - INFO - Epoch [10][2060/3842] lr: 3.979e-04, eta: 0:42:11, time: 1.506, data_time: 0.020, memory: 10738, loss_action_cls: 0.0481, recall@thr=0.5: 0.7705, prec@thr=0.5: 0.8314, recall@top3: 0.8364, prec@top3: 0.6972, recall@top5: 0.9516, prec@top5: 0.4904, loss: 0.0481, grad_norm: 0.2791 2021-04-16 14:41:19,561 - mmaction - INFO - Epoch [10][2080/3842] lr: 3.890e-04, eta: 0:41:42, time: 1.358, data_time: 0.001, memory: 10738, loss_action_cls: 0.0479, recall@thr=0.5: 0.7829, prec@thr=0.5: 0.8383, recall@top3: 0.8439, prec@top3: 0.7162, recall@top5: 0.9472, prec@top5: 0.4945, loss: 0.0479, grad_norm: 0.2809 2021-04-16 14:41:46,847 - mmaction - INFO - Epoch [10][2100/3842] lr: 3.802e-04, eta: 0:41:14, time: 1.364, data_time: 0.049, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7569, prec@thr=0.5: 0.8279, recall@top3: 0.8393, prec@top3: 0.6918, recall@top5: 0.9433, prec@top5: 0.4784, loss: 0.0482, grad_norm: 0.2909 2021-04-16 14:42:14,095 - mmaction - INFO - Epoch [10][2120/3842] lr: 3.716e-04, eta: 0:40:45, time: 1.362, data_time: 0.041, memory: 10738, loss_action_cls: 0.0476, recall@thr=0.5: 0.7724, prec@thr=0.5: 0.8347, recall@top3: 0.8478, prec@top3: 0.7026, recall@top5: 0.9478, prec@top5: 0.4837, loss: 0.0476, grad_norm: 0.2951 2021-04-16 14:42:43,872 - mmaction - INFO - Epoch [10][2140/3842] lr: 3.630e-04, eta: 0:40:17, time: 1.489, data_time: 0.001, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7750, prec@thr=0.5: 0.8268, recall@top3: 0.8424, prec@top3: 0.7080, recall@top5: 0.9431, prec@top5: 0.4886, loss: 0.0500, grad_norm: 0.2823 2021-04-16 14:43:10,317 - mmaction - INFO - Epoch [10][2160/3842] lr: 3.545e-04, eta: 0:39:49, time: 1.322, data_time: 0.015, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7628, prec@thr=0.5: 0.8305, recall@top3: 0.8390, prec@top3: 0.7021, recall@top5: 0.9472, prec@top5: 0.4891, loss: 0.0506, grad_norm: 0.2802 2021-04-16 14:43:39,921 - mmaction - INFO - Epoch [10][2180/3842] lr: 3.462e-04, eta: 0:39:20, time: 1.481, data_time: 0.008, memory: 10738, loss_action_cls: 0.0481, recall@thr=0.5: 0.7659, prec@thr=0.5: 0.8330, recall@top3: 0.8351, prec@top3: 0.7077, recall@top5: 0.9522, prec@top5: 0.4947, loss: 0.0481, grad_norm: 0.2952 2021-04-16 14:44:08,671 - mmaction - INFO - Epoch [10][2200/3842] lr: 3.379e-04, eta: 0:38:52, time: 1.437, data_time: 0.030, memory: 10738, loss_action_cls: 0.0471, recall@thr=0.5: 0.7795, prec@thr=0.5: 0.8355, recall@top3: 0.8488, prec@top3: 0.6964, recall@top5: 0.9458, prec@top5: 0.4789, loss: 0.0471, grad_norm: 0.2781 2021-04-16 14:44:36,650 - mmaction - INFO - Epoch [10][2220/3842] lr: 3.298e-04, eta: 0:38:23, time: 1.399, data_time: 0.001, memory: 10738, loss_action_cls: 0.0491, recall@thr=0.5: 0.7634, prec@thr=0.5: 0.8296, recall@top3: 0.8374, prec@top3: 0.7001, recall@top5: 0.9429, prec@top5: 0.4867, loss: 0.0491, grad_norm: 0.2825 2021-04-16 14:45:03,886 - mmaction - INFO - Epoch [10][2240/3842] lr: 3.217e-04, eta: 0:37:55, time: 1.362, data_time: 0.014, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7555, prec@thr=0.5: 0.8291, recall@top3: 0.8368, prec@top3: 0.6965, recall@top5: 0.9498, prec@top5: 0.4867, loss: 0.0498, grad_norm: 0.2829 2021-04-16 14:45:32,516 - mmaction - INFO - Epoch [10][2260/3842] lr: 3.137e-04, eta: 0:37:27, time: 1.432, data_time: 0.006, memory: 10738, loss_action_cls: 0.0485, recall@thr=0.5: 0.7647, prec@thr=0.5: 0.8367, recall@top3: 0.8441, prec@top3: 0.6986, recall@top5: 0.9478, prec@top5: 0.4837, loss: 0.0485, grad_norm: 0.2798 2021-04-16 14:46:02,780 - mmaction - INFO - Epoch [10][2280/3842] lr: 3.059e-04, eta: 0:36:58, time: 1.513, data_time: 0.149, memory: 10738, loss_action_cls: 0.0483, recall@thr=0.5: 0.7824, prec@thr=0.5: 0.8465, recall@top3: 0.8415, prec@top3: 0.7049, recall@top5: 0.9497, prec@top5: 0.4915, loss: 0.0483, grad_norm: 0.2833 2021-04-16 14:46:28,371 - mmaction - INFO - Epoch [10][2300/3842] lr: 2.981e-04, eta: 0:36:30, time: 1.279, data_time: 0.005, memory: 10738, loss_action_cls: 0.0486, recall@thr=0.5: 0.7683, prec@thr=0.5: 0.8399, recall@top3: 0.8402, prec@top3: 0.7069, recall@top5: 0.9479, prec@top5: 0.4890, loss: 0.0486, grad_norm: 0.3069 2021-04-16 14:46:56,409 - mmaction - INFO - Epoch [10][2320/3842] lr: 2.904e-04, eta: 0:36:01, time: 1.402, data_time: 0.001, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7701, prec@thr=0.5: 0.8323, recall@top3: 0.8385, prec@top3: 0.7068, recall@top5: 0.9443, prec@top5: 0.4906, loss: 0.0501, grad_norm: 0.2937 2021-04-16 14:47:23,031 - mmaction - INFO - Epoch [10][2340/3842] lr: 2.829e-04, eta: 0:35:33, time: 1.331, data_time: 0.050, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7763, prec@thr=0.5: 0.8240, recall@top3: 0.8385, prec@top3: 0.6955, recall@top5: 0.9494, prec@top5: 0.4872, loss: 0.0498, grad_norm: 0.2944 2021-04-16 14:47:50,893 - mmaction - INFO - Epoch [10][2360/3842] lr: 2.754e-04, eta: 0:35:04, time: 1.392, data_time: 0.001, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7648, prec@thr=0.5: 0.8332, recall@top3: 0.8388, prec@top3: 0.7018, recall@top5: 0.9411, prec@top5: 0.4853, loss: 0.0488, grad_norm: 0.2867 2021-04-16 14:48:17,661 - mmaction - INFO - Epoch [10][2380/3842] lr: 2.680e-04, eta: 0:34:36, time: 1.337, data_time: 0.002, memory: 10738, loss_action_cls: 0.0486, recall@thr=0.5: 0.7668, prec@thr=0.5: 0.8249, recall@top3: 0.8367, prec@top3: 0.6941, recall@top5: 0.9470, prec@top5: 0.4819, loss: 0.0486, grad_norm: 0.2848 2021-04-16 14:48:45,374 - mmaction - INFO - Epoch [10][2400/3842] lr: 2.607e-04, eta: 0:34:07, time: 1.385, data_time: 0.030, memory: 10738, loss_action_cls: 0.0464, recall@thr=0.5: 0.7811, prec@thr=0.5: 0.8441, recall@top3: 0.8552, prec@top3: 0.7082, recall@top5: 0.9579, prec@top5: 0.4879, loss: 0.0464, grad_norm: 0.2801 2021-04-16 14:49:21,032 - mmaction - INFO - Epoch [10][2420/3842] lr: 2.536e-04, eta: 0:33:39, time: 1.785, data_time: 0.449, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7752, prec@thr=0.5: 0.8276, recall@top3: 0.8429, prec@top3: 0.7107, recall@top5: 0.9481, prec@top5: 0.4924, loss: 0.0500, grad_norm: 0.2910 2021-04-16 14:49:48,595 - mmaction - INFO - Epoch [10][2440/3842] lr: 2.465e-04, eta: 0:33:11, time: 1.378, data_time: 0.001, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7768, prec@thr=0.5: 0.8345, recall@top3: 0.8434, prec@top3: 0.7085, recall@top5: 0.9475, prec@top5: 0.4902, loss: 0.0488, grad_norm: 0.2844 2021-04-16 14:50:16,659 - mmaction - INFO - Epoch [10][2460/3842] lr: 2.395e-04, eta: 0:32:42, time: 1.403, data_time: 0.011, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7757, prec@thr=0.5: 0.8331, recall@top3: 0.8486, prec@top3: 0.7147, recall@top5: 0.9462, prec@top5: 0.4900, loss: 0.0496, grad_norm: 0.2916 2021-04-16 14:50:43,610 - mmaction - INFO - Epoch [10][2480/3842] lr: 2.327e-04, eta: 0:32:14, time: 1.348, data_time: 0.096, memory: 10738, loss_action_cls: 0.0505, recall@thr=0.5: 0.7655, prec@thr=0.5: 0.8225, recall@top3: 0.8323, prec@top3: 0.7092, recall@top5: 0.9448, prec@top5: 0.4947, loss: 0.0505, grad_norm: 0.2981 2021-04-16 14:51:10,160 - mmaction - INFO - Epoch [10][2500/3842] lr: 2.259e-04, eta: 0:31:46, time: 1.326, data_time: 0.001, memory: 10738, loss_action_cls: 0.0456, recall@thr=0.5: 0.7868, prec@thr=0.5: 0.8475, recall@top3: 0.8596, prec@top3: 0.7055, recall@top5: 0.9504, prec@top5: 0.4815, loss: 0.0456, grad_norm: 0.2889 2021-04-16 14:51:39,423 - mmaction - INFO - Epoch [10][2520/3842] lr: 2.192e-04, eta: 0:31:17, time: 1.464, data_time: 0.002, memory: 10738, loss_action_cls: 0.0484, recall@thr=0.5: 0.7674, prec@thr=0.5: 0.8454, recall@top3: 0.8493, prec@top3: 0.7225, recall@top5: 0.9534, prec@top5: 0.4988, loss: 0.0484, grad_norm: 0.2828 2021-04-16 14:52:07,517 - mmaction - INFO - Epoch [10][2540/3842] lr: 2.126e-04, eta: 0:30:49, time: 1.403, data_time: 0.074, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7682, prec@thr=0.5: 0.8322, recall@top3: 0.8436, prec@top3: 0.7012, recall@top5: 0.9493, prec@top5: 0.4859, loss: 0.0482, grad_norm: 0.2841 2021-04-16 14:52:34,744 - mmaction - INFO - Epoch [10][2560/3842] lr: 2.062e-04, eta: 0:30:20, time: 1.363, data_time: 0.003, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7731, prec@thr=0.5: 0.8426, recall@top3: 0.8389, prec@top3: 0.7129, recall@top5: 0.9471, prec@top5: 0.4962, loss: 0.0497, grad_norm: 0.2888 2021-04-16 14:53:04,482 - mmaction - INFO - Epoch [10][2580/3842] lr: 1.998e-04, eta: 0:29:52, time: 1.486, data_time: 0.200, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7781, prec@thr=0.5: 0.8311, recall@top3: 0.8449, prec@top3: 0.7016, recall@top5: 0.9472, prec@top5: 0.4850, loss: 0.0489, grad_norm: 0.2897 2021-04-16 14:53:32,264 - mmaction - INFO - Epoch [10][2600/3842] lr: 1.935e-04, eta: 0:29:23, time: 1.390, data_time: 0.002, memory: 10738, loss_action_cls: 0.0485, recall@thr=0.5: 0.7747, prec@thr=0.5: 0.8306, recall@top3: 0.8530, prec@top3: 0.6996, recall@top5: 0.9515, prec@top5: 0.4807, loss: 0.0485, grad_norm: 0.2755 2021-04-16 14:54:01,343 - mmaction - INFO - Epoch [10][2620/3842] lr: 1.874e-04, eta: 0:28:55, time: 1.453, data_time: 0.002, memory: 10738, loss_action_cls: 0.0450, recall@thr=0.5: 0.7818, prec@thr=0.5: 0.8478, recall@top3: 0.8547, prec@top3: 0.7079, recall@top5: 0.9537, prec@top5: 0.4861, loss: 0.0450, grad_norm: 0.2921 2021-04-16 14:54:28,700 - mmaction - INFO - Epoch [10][2640/3842] lr: 1.813e-04, eta: 0:28:27, time: 1.369, data_time: 0.003, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7641, prec@thr=0.5: 0.8335, recall@top3: 0.8358, prec@top3: 0.7114, recall@top5: 0.9469, prec@top5: 0.4971, loss: 0.0489, grad_norm: 0.2905 2021-04-16 14:54:55,982 - mmaction - INFO - Epoch [10][2660/3842] lr: 1.753e-04, eta: 0:27:58, time: 1.365, data_time: 0.001, memory: 10738, loss_action_cls: 0.0484, recall@thr=0.5: 0.7664, prec@thr=0.5: 0.8359, recall@top3: 0.8410, prec@top3: 0.7152, recall@top5: 0.9543, prec@top5: 0.4987, loss: 0.0484, grad_norm: 0.2849 2021-04-16 14:55:25,175 - mmaction - INFO - Epoch [10][2680/3842] lr: 1.694e-04, eta: 0:27:30, time: 1.459, data_time: 0.001, memory: 10738, loss_action_cls: 0.0481, recall@thr=0.5: 0.7770, prec@thr=0.5: 0.8290, recall@top3: 0.8435, prec@top3: 0.6961, recall@top5: 0.9510, prec@top5: 0.4848, loss: 0.0481, grad_norm: 0.3025 2021-04-16 14:55:51,964 - mmaction - INFO - Epoch [10][2700/3842] lr: 1.637e-04, eta: 0:27:01, time: 1.340, data_time: 0.033, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7537, prec@thr=0.5: 0.8279, recall@top3: 0.8361, prec@top3: 0.6969, recall@top5: 0.9460, prec@top5: 0.4843, loss: 0.0507, grad_norm: 0.3041 2021-04-16 14:56:19,576 - mmaction - INFO - Epoch [10][2720/3842] lr: 1.580e-04, eta: 0:26:33, time: 1.381, data_time: 0.040, memory: 10738, loss_action_cls: 0.0492, recall@thr=0.5: 0.7589, prec@thr=0.5: 0.8212, recall@top3: 0.8377, prec@top3: 0.7172, recall@top5: 0.9491, prec@top5: 0.4994, loss: 0.0492, grad_norm: 0.2856 2021-04-16 14:56:46,143 - mmaction - INFO - Epoch [10][2740/3842] lr: 1.524e-04, eta: 0:26:05, time: 1.327, data_time: 0.001, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7685, prec@thr=0.5: 0.8242, recall@top3: 0.8464, prec@top3: 0.7115, recall@top5: 0.9507, prec@top5: 0.4925, loss: 0.0495, grad_norm: 0.2957 2021-04-16 14:57:14,260 - mmaction - INFO - Epoch [10][2760/3842] lr: 1.469e-04, eta: 0:25:36, time: 1.406, data_time: 0.002, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7727, prec@thr=0.5: 0.8362, recall@top3: 0.8428, prec@top3: 0.7067, recall@top5: 0.9490, prec@top5: 0.4906, loss: 0.0489, grad_norm: 0.2888 2021-04-16 14:57:42,779 - mmaction - INFO - Epoch [10][2780/3842] lr: 1.416e-04, eta: 0:25:08, time: 1.426, data_time: 0.002, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7707, prec@thr=0.5: 0.8226, recall@top3: 0.8344, prec@top3: 0.7009, recall@top5: 0.9401, prec@top5: 0.4866, loss: 0.0501, grad_norm: 0.2903 2021-04-16 14:58:09,735 - mmaction - INFO - Epoch [10][2800/3842] lr: 1.363e-04, eta: 0:24:39, time: 1.348, data_time: 0.002, memory: 10738, loss_action_cls: 0.0475, recall@thr=0.5: 0.7813, prec@thr=0.5: 0.8338, recall@top3: 0.8442, prec@top3: 0.7094, recall@top5: 0.9529, prec@top5: 0.4926, loss: 0.0475, grad_norm: 0.2914 2021-04-16 14:58:38,130 - mmaction - INFO - Epoch [10][2820/3842] lr: 1.311e-04, eta: 0:24:11, time: 1.420, data_time: 0.005, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7602, prec@thr=0.5: 0.8224, recall@top3: 0.8376, prec@top3: 0.6956, recall@top5: 0.9450, prec@top5: 0.4825, loss: 0.0490, grad_norm: 0.2825 2021-04-16 14:59:05,951 - mmaction - INFO - Epoch [10][2840/3842] lr: 1.261e-04, eta: 0:23:42, time: 1.390, data_time: 0.001, memory: 10738, loss_action_cls: 0.0483, recall@thr=0.5: 0.7658, prec@thr=0.5: 0.8376, recall@top3: 0.8406, prec@top3: 0.7039, recall@top5: 0.9471, prec@top5: 0.4897, loss: 0.0483, grad_norm: 0.2799 2021-04-16 14:59:33,082 - mmaction - INFO - Epoch [10][2860/3842] lr: 1.211e-04, eta: 0:23:14, time: 1.357, data_time: 0.063, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7745, prec@thr=0.5: 0.8352, recall@top3: 0.8440, prec@top3: 0.7149, recall@top5: 0.9522, prec@top5: 0.4967, loss: 0.0489, grad_norm: 0.2798 2021-04-16 15:00:01,982 - mmaction - INFO - Epoch [10][2880/3842] lr: 1.162e-04, eta: 0:22:46, time: 1.446, data_time: 0.002, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7570, prec@thr=0.5: 0.8253, recall@top3: 0.8403, prec@top3: 0.7012, recall@top5: 0.9444, prec@top5: 0.4841, loss: 0.0495, grad_norm: 0.3015 2021-04-16 15:00:29,621 - mmaction - INFO - Epoch [10][2900/3842] lr: 1.114e-04, eta: 0:22:17, time: 1.382, data_time: 0.088, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7682, prec@thr=0.5: 0.8245, recall@top3: 0.8328, prec@top3: 0.7014, recall@top5: 0.9438, prec@top5: 0.4890, loss: 0.0499, grad_norm: 0.2840 2021-04-16 15:00:56,419 - mmaction - INFO - Epoch [10][2920/3842] lr: 1.068e-04, eta: 0:21:49, time: 1.340, data_time: 0.043, memory: 10738, loss_action_cls: 0.0511, recall@thr=0.5: 0.7529, prec@thr=0.5: 0.8288, recall@top3: 0.8334, prec@top3: 0.6880, recall@top5: 0.9398, prec@top5: 0.4799, loss: 0.0511, grad_norm: 0.3000 2021-04-16 15:01:23,581 - mmaction - INFO - Epoch [10][2940/3842] lr: 1.022e-04, eta: 0:21:20, time: 1.358, data_time: 0.012, memory: 10738, loss_action_cls: 0.0491, recall@thr=0.5: 0.7684, prec@thr=0.5: 0.8231, recall@top3: 0.8423, prec@top3: 0.7025, recall@top5: 0.9486, prec@top5: 0.4875, loss: 0.0491, grad_norm: 0.2965 2021-04-16 15:01:53,762 - mmaction - INFO - Epoch [10][2960/3842] lr: 9.771e-05, eta: 0:20:52, time: 1.509, data_time: 0.001, memory: 10738, loss_action_cls: 0.0476, recall@thr=0.5: 0.7749, prec@thr=0.5: 0.8398, recall@top3: 0.8478, prec@top3: 0.7055, recall@top5: 0.9482, prec@top5: 0.4853, loss: 0.0476, grad_norm: 0.2774 2021-04-16 15:02:22,522 - mmaction - INFO - Epoch [10][2980/3842] lr: 9.333e-05, eta: 0:20:24, time: 1.437, data_time: 0.001, memory: 10738, loss_action_cls: 0.0477, recall@thr=0.5: 0.7779, prec@thr=0.5: 0.8336, recall@top3: 0.8482, prec@top3: 0.6962, recall@top5: 0.9489, prec@top5: 0.4794, loss: 0.0477, grad_norm: 0.2875 2021-04-16 15:02:49,903 - mmaction - INFO - Epoch [10][3000/3842] lr: 8.906e-05, eta: 0:19:55, time: 1.368, data_time: 0.005, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7747, prec@thr=0.5: 0.8389, recall@top3: 0.8526, prec@top3: 0.7125, recall@top5: 0.9477, prec@top5: 0.4875, loss: 0.0482, grad_norm: 0.2862 2021-04-16 15:03:18,353 - mmaction - INFO - Epoch [10][3020/3842] lr: 8.488e-05, eta: 0:19:27, time: 1.424, data_time: 0.084, memory: 10738, loss_action_cls: 0.0492, recall@thr=0.5: 0.7660, prec@thr=0.5: 0.8271, recall@top3: 0.8396, prec@top3: 0.6951, recall@top5: 0.9507, prec@top5: 0.4841, loss: 0.0492, grad_norm: 0.2848 2021-04-16 15:03:45,248 - mmaction - INFO - Epoch [10][3040/3842] lr: 8.081e-05, eta: 0:18:58, time: 1.344, data_time: 0.001, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7630, prec@thr=0.5: 0.8173, recall@top3: 0.8363, prec@top3: 0.6942, recall@top5: 0.9440, prec@top5: 0.4833, loss: 0.0498, grad_norm: 0.2989 2021-04-16 15:04:13,032 - mmaction - INFO - Epoch [10][3060/3842] lr: 7.684e-05, eta: 0:18:30, time: 1.389, data_time: 0.001, memory: 10738, loss_action_cls: 0.0475, recall@thr=0.5: 0.7758, prec@thr=0.5: 0.8389, recall@top3: 0.8484, prec@top3: 0.7089, recall@top5: 0.9472, prec@top5: 0.4880, loss: 0.0475, grad_norm: 0.2822 2021-04-16 15:04:41,006 - mmaction - INFO - Epoch [10][3080/3842] lr: 7.296e-05, eta: 0:18:01, time: 1.399, data_time: 0.027, memory: 10738, loss_action_cls: 0.0496, recall@thr=0.5: 0.7647, prec@thr=0.5: 0.8316, recall@top3: 0.8487, prec@top3: 0.6970, recall@top5: 0.9496, prec@top5: 0.4785, loss: 0.0496, grad_norm: 0.2887 2021-04-16 15:05:10,738 - mmaction - INFO - Epoch [10][3100/3842] lr: 6.919e-05, eta: 0:17:33, time: 1.486, data_time: 0.077, memory: 10738, loss_action_cls: 0.0471, recall@thr=0.5: 0.7744, prec@thr=0.5: 0.8283, recall@top3: 0.8410, prec@top3: 0.6966, recall@top5: 0.9480, prec@top5: 0.4846, loss: 0.0471, grad_norm: 0.2946 2021-04-16 15:05:37,759 - mmaction - INFO - Epoch [10][3120/3842] lr: 6.551e-05, eta: 0:17:05, time: 1.350, data_time: 0.002, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7626, prec@thr=0.5: 0.8330, recall@top3: 0.8289, prec@top3: 0.7001, recall@top5: 0.9439, prec@top5: 0.4907, loss: 0.0502, grad_norm: 0.2895 2021-04-16 15:06:06,830 - mmaction - INFO - Epoch [10][3140/3842] lr: 6.194e-05, eta: 0:16:36, time: 1.455, data_time: 0.003, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7554, prec@thr=0.5: 0.8312, recall@top3: 0.8388, prec@top3: 0.7075, recall@top5: 0.9459, prec@top5: 0.4908, loss: 0.0497, grad_norm: 0.3032 2021-04-16 15:06:34,734 - mmaction - INFO - Epoch [10][3160/3842] lr: 5.847e-05, eta: 0:16:08, time: 1.395, data_time: 0.002, memory: 10738, loss_action_cls: 0.0493, recall@thr=0.5: 0.7537, prec@thr=0.5: 0.8335, recall@top3: 0.8329, prec@top3: 0.6972, recall@top5: 0.9471, prec@top5: 0.4864, loss: 0.0493, grad_norm: 0.3029 2021-04-16 15:07:03,671 - mmaction - INFO - Epoch [10][3180/3842] lr: 5.509e-05, eta: 0:15:40, time: 1.447, data_time: 0.002, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7822, prec@thr=0.5: 0.8353, recall@top3: 0.8487, prec@top3: 0.7058, recall@top5: 0.9437, prec@top5: 0.4843, loss: 0.0490, grad_norm: 0.2825 2021-04-16 15:07:29,627 - mmaction - INFO - Epoch [10][3200/3842] lr: 5.182e-05, eta: 0:15:11, time: 1.298, data_time: 0.016, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7657, prec@thr=0.5: 0.8327, recall@top3: 0.8353, prec@top3: 0.7072, recall@top5: 0.9467, prec@top5: 0.4921, loss: 0.0495, grad_norm: 0.2818 2021-04-16 15:07:59,206 - mmaction - INFO - Epoch [10][3220/3842] lr: 4.865e-05, eta: 0:14:43, time: 1.479, data_time: 0.001, memory: 10738, loss_action_cls: 0.0497, recall@thr=0.5: 0.7574, prec@thr=0.5: 0.8276, recall@top3: 0.8372, prec@top3: 0.7014, recall@top5: 0.9502, prec@top5: 0.4908, loss: 0.0497, grad_norm: 0.2898 2021-04-16 15:08:26,967 - mmaction - INFO - Epoch [10][3240/3842] lr: 4.558e-05, eta: 0:14:14, time: 1.388, data_time: 0.001, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7559, prec@thr=0.5: 0.8176, recall@top3: 0.8429, prec@top3: 0.6849, recall@top5: 0.9500, prec@top5: 0.4765, loss: 0.0500, grad_norm: 0.2869 2021-04-16 15:08:54,423 - mmaction - INFO - Epoch [10][3260/3842] lr: 4.260e-05, eta: 0:13:46, time: 1.373, data_time: 0.001, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7605, prec@thr=0.5: 0.8275, recall@top3: 0.8316, prec@top3: 0.7065, recall@top5: 0.9409, prec@top5: 0.4895, loss: 0.0507, grad_norm: 0.2826 2021-04-16 15:09:23,031 - mmaction - INFO - Epoch [10][3280/3842] lr: 3.973e-05, eta: 0:13:17, time: 1.431, data_time: 0.001, memory: 10738, loss_action_cls: 0.0507, recall@thr=0.5: 0.7584, prec@thr=0.5: 0.8162, recall@top3: 0.8354, prec@top3: 0.7019, recall@top5: 0.9370, prec@top5: 0.4817, loss: 0.0507, grad_norm: 0.2926 2021-04-16 15:09:52,322 - mmaction - INFO - Epoch [10][3300/3842] lr: 3.696e-05, eta: 0:12:49, time: 1.464, data_time: 0.271, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7710, prec@thr=0.5: 0.8332, recall@top3: 0.8346, prec@top3: 0.6988, recall@top5: 0.9498, prec@top5: 0.4881, loss: 0.0488, grad_norm: 0.2979 2021-04-16 15:10:21,555 - mmaction - INFO - Epoch [10][3320/3842] lr: 3.429e-05, eta: 0:12:21, time: 1.462, data_time: 0.053, memory: 10738, loss_action_cls: 0.0509, recall@thr=0.5: 0.7665, prec@thr=0.5: 0.8229, recall@top3: 0.8345, prec@top3: 0.7034, recall@top5: 0.9466, prec@top5: 0.4911, loss: 0.0509, grad_norm: 0.2864 2021-04-16 15:10:50,142 - mmaction - INFO - Epoch [10][3340/3842] lr: 3.171e-05, eta: 0:11:52, time: 1.428, data_time: 0.027, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7588, prec@thr=0.5: 0.8217, recall@top3: 0.8387, prec@top3: 0.6954, recall@top5: 0.9472, prec@top5: 0.4848, loss: 0.0506, grad_norm: 0.2956 2021-04-16 15:11:18,840 - mmaction - INFO - Epoch [10][3360/3842] lr: 2.924e-05, eta: 0:11:24, time: 1.436, data_time: 0.007, memory: 10738, loss_action_cls: 0.0476, recall@thr=0.5: 0.7768, prec@thr=0.5: 0.8374, recall@top3: 0.8458, prec@top3: 0.7168, recall@top5: 0.9483, prec@top5: 0.4947, loss: 0.0476, grad_norm: 0.2834 2021-04-16 15:11:47,619 - mmaction - INFO - Epoch [10][3380/3842] lr: 2.687e-05, eta: 0:10:56, time: 1.437, data_time: 0.108, memory: 10738, loss_action_cls: 0.0465, recall@thr=0.5: 0.7835, prec@thr=0.5: 0.8359, recall@top3: 0.8511, prec@top3: 0.7007, recall@top5: 0.9486, prec@top5: 0.4811, loss: 0.0465, grad_norm: 0.2741 2021-04-16 15:12:15,304 - mmaction - INFO - Epoch [10][3400/3842] lr: 2.460e-05, eta: 0:10:27, time: 1.387, data_time: 0.003, memory: 10738, loss_action_cls: 0.0488, recall@thr=0.5: 0.7698, prec@thr=0.5: 0.8329, recall@top3: 0.8433, prec@top3: 0.7100, recall@top5: 0.9498, prec@top5: 0.4936, loss: 0.0488, grad_norm: 0.2862 2021-04-16 15:12:41,157 - mmaction - INFO - Epoch [10][3420/3842] lr: 2.243e-05, eta: 0:09:59, time: 1.293, data_time: 0.001, memory: 10738, loss_action_cls: 0.0482, recall@thr=0.5: 0.7778, prec@thr=0.5: 0.8406, recall@top3: 0.8458, prec@top3: 0.7088, recall@top5: 0.9505, prec@top5: 0.4900, loss: 0.0482, grad_norm: 0.2942 2021-04-16 15:13:10,253 - mmaction - INFO - Epoch [10][3440/3842] lr: 2.036e-05, eta: 0:09:30, time: 1.455, data_time: 0.001, memory: 10738, loss_action_cls: 0.0502, recall@thr=0.5: 0.7687, prec@thr=0.5: 0.8220, recall@top3: 0.8393, prec@top3: 0.7020, recall@top5: 0.9489, prec@top5: 0.4895, loss: 0.0502, grad_norm: 0.2968 2021-04-16 15:13:40,544 - mmaction - INFO - Epoch [10][3460/3842] lr: 1.839e-05, eta: 0:09:02, time: 1.513, data_time: 0.001, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7622, prec@thr=0.5: 0.8271, recall@top3: 0.8310, prec@top3: 0.7036, recall@top5: 0.9432, prec@top5: 0.4928, loss: 0.0500, grad_norm: 0.2958 2021-04-16 15:14:08,888 - mmaction - INFO - Epoch [10][3480/3842] lr: 1.652e-05, eta: 0:08:34, time: 1.416, data_time: 0.023, memory: 10738, loss_action_cls: 0.0491, recall@thr=0.5: 0.7736, prec@thr=0.5: 0.8350, recall@top3: 0.8398, prec@top3: 0.7158, recall@top5: 0.9459, prec@top5: 0.4962, loss: 0.0491, grad_norm: 0.2895 2021-04-16 15:14:37,978 - mmaction - INFO - Epoch [10][3500/3842] lr: 1.475e-05, eta: 0:08:05, time: 1.455, data_time: 0.003, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7658, prec@thr=0.5: 0.8286, recall@top3: 0.8426, prec@top3: 0.6991, recall@top5: 0.9440, prec@top5: 0.4836, loss: 0.0500, grad_norm: 0.2929 2021-04-16 15:15:06,132 - mmaction - INFO - Epoch [10][3520/3842] lr: 1.308e-05, eta: 0:07:37, time: 1.409, data_time: 0.002, memory: 10738, loss_action_cls: 0.0500, recall@thr=0.5: 0.7576, prec@thr=0.5: 0.8109, recall@top3: 0.8358, prec@top3: 0.6900, recall@top5: 0.9454, prec@top5: 0.4790, loss: 0.0500, grad_norm: 0.2985 2021-04-16 15:15:34,224 - mmaction - INFO - Epoch [10][3540/3842] lr: 1.151e-05, eta: 0:07:08, time: 1.404, data_time: 0.024, memory: 10738, loss_action_cls: 0.0498, recall@thr=0.5: 0.7632, prec@thr=0.5: 0.8300, recall@top3: 0.8348, prec@top3: 0.6990, recall@top5: 0.9475, prec@top5: 0.4882, loss: 0.0498, grad_norm: 0.2878 2021-04-16 15:16:01,829 - mmaction - INFO - Epoch [10][3560/3842] lr: 1.004e-05, eta: 0:06:40, time: 1.379, data_time: 0.036, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7572, prec@thr=0.5: 0.8325, recall@top3: 0.8346, prec@top3: 0.6953, recall@top5: 0.9483, prec@top5: 0.4851, loss: 0.0490, grad_norm: 0.2823 2021-04-16 15:16:30,451 - mmaction - INFO - Epoch [10][3580/3842] lr: 8.671e-06, eta: 0:06:12, time: 1.433, data_time: 0.007, memory: 10738, loss_action_cls: 0.0501, recall@thr=0.5: 0.7734, prec@thr=0.5: 0.8235, recall@top3: 0.8368, prec@top3: 0.6938, recall@top5: 0.9488, prec@top5: 0.4856, loss: 0.0501, grad_norm: 0.2853 2021-04-16 15:16:57,705 - mmaction - INFO - Epoch [10][3600/3842] lr: 7.403e-06, eta: 0:05:43, time: 1.362, data_time: 0.001, memory: 10738, loss_action_cls: 0.0495, recall@thr=0.5: 0.7676, prec@thr=0.5: 0.8394, recall@top3: 0.8466, prec@top3: 0.6966, recall@top5: 0.9497, prec@top5: 0.4821, loss: 0.0495, grad_norm: 0.2934 2021-04-16 15:17:26,528 - mmaction - INFO - Epoch [10][3620/3842] lr: 6.234e-06, eta: 0:05:15, time: 1.441, data_time: 0.104, memory: 10738, loss_action_cls: 0.0505, recall@thr=0.5: 0.7539, prec@thr=0.5: 0.8242, recall@top3: 0.8342, prec@top3: 0.6932, recall@top5: 0.9447, prec@top5: 0.4830, loss: 0.0505, grad_norm: 0.2860 2021-04-16 15:17:55,046 - mmaction - INFO - Epoch [10][3640/3842] lr: 5.166e-06, eta: 0:04:46, time: 1.426, data_time: 0.105, memory: 10738, loss_action_cls: 0.0494, recall@thr=0.5: 0.7637, prec@thr=0.5: 0.8369, recall@top3: 0.8372, prec@top3: 0.7061, recall@top5: 0.9489, prec@top5: 0.4926, loss: 0.0494, grad_norm: 0.2946 2021-04-16 15:18:21,877 - mmaction - INFO - Epoch [10][3660/3842] lr: 4.198e-06, eta: 0:04:18, time: 1.342, data_time: 0.002, memory: 10738, loss_action_cls: 0.0473, recall@thr=0.5: 0.7696, prec@thr=0.5: 0.8392, recall@top3: 0.8403, prec@top3: 0.7055, recall@top5: 0.9487, prec@top5: 0.4894, loss: 0.0473, grad_norm: 0.2816 2021-04-16 15:18:48,223 - mmaction - INFO - Epoch [10][3680/3842] lr: 3.331e-06, eta: 0:03:50, time: 1.317, data_time: 0.030, memory: 10738, loss_action_cls: 0.0483, recall@thr=0.5: 0.7748, prec@thr=0.5: 0.8415, recall@top3: 0.8444, prec@top3: 0.7074, recall@top5: 0.9517, prec@top5: 0.4909, loss: 0.0483, grad_norm: 0.2875 2021-04-16 15:19:16,544 - mmaction - INFO - Epoch [10][3700/3842] lr: 2.564e-06, eta: 0:03:21, time: 1.416, data_time: 0.001, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7708, prec@thr=0.5: 0.8296, recall@top3: 0.8493, prec@top3: 0.6874, recall@top5: 0.9450, prec@top5: 0.4709, loss: 0.0489, grad_norm: 0.2942 2021-04-16 15:19:45,361 - mmaction - INFO - Epoch [10][3720/3842] lr: 1.897e-06, eta: 0:02:53, time: 1.441, data_time: 0.003, memory: 10738, loss_action_cls: 0.0470, recall@thr=0.5: 0.7731, prec@thr=0.5: 0.8389, recall@top3: 0.8430, prec@top3: 0.7050, recall@top5: 0.9554, prec@top5: 0.4918, loss: 0.0470, grad_norm: 0.2834 2021-04-16 15:20:13,434 - mmaction - INFO - Epoch [10][3740/3842] lr: 1.330e-06, eta: 0:02:24, time: 1.403, data_time: 0.104, memory: 10738, loss_action_cls: 0.0490, recall@thr=0.5: 0.7663, prec@thr=0.5: 0.8357, recall@top3: 0.8440, prec@top3: 0.7130, recall@top5: 0.9439, prec@top5: 0.4907, loss: 0.0490, grad_norm: 0.2858 2021-04-16 15:20:40,970 - mmaction - INFO - Epoch [10][3760/3842] lr: 8.637e-07, eta: 0:01:56, time: 1.377, data_time: 0.001, memory: 10738, loss_action_cls: 0.0506, recall@thr=0.5: 0.7625, prec@thr=0.5: 0.8243, recall@top3: 0.8346, prec@top3: 0.6935, recall@top5: 0.9409, prec@top5: 0.4811, loss: 0.0506, grad_norm: 0.2971 2021-04-16 15:21:07,096 - mmaction - INFO - Epoch [10][3780/3842] lr: 4.976e-07, eta: 0:01:28, time: 1.306, data_time: 0.076, memory: 10738, loss_action_cls: 0.0499, recall@thr=0.5: 0.7653, prec@thr=0.5: 0.8348, recall@top3: 0.8454, prec@top3: 0.7045, recall@top5: 0.9472, prec@top5: 0.4862, loss: 0.0499, grad_norm: 0.2877 2021-04-16 15:21:36,489 - mmaction - INFO - Epoch [10][3800/3842] lr: 2.318e-07, eta: 0:00:59, time: 1.470, data_time: 0.146, memory: 10738, loss_action_cls: 0.0489, recall@thr=0.5: 0.7735, prec@thr=0.5: 0.8376, recall@top3: 0.8436, prec@top3: 0.7106, recall@top5: 0.9488, prec@top5: 0.4929, loss: 0.0489, grad_norm: 0.2964 2021-04-16 15:22:05,367 - mmaction - INFO - Epoch [10][3820/3842] lr: 6.632e-08, eta: 0:00:31, time: 1.445, data_time: 0.001, memory: 10738, loss_action_cls: 0.0485, recall@thr=0.5: 0.7690, prec@thr=0.5: 0.8310, recall@top3: 0.8402, prec@top3: 0.7032, recall@top5: 0.9522, prec@top5: 0.4912, loss: 0.0485, grad_norm: 0.2937 2021-04-16 15:22:32,292 - mmaction - INFO - Epoch [10][3840/3842] lr: 1.128e-09, eta: 0:00:02, time: 1.346, data_time: 0.023, memory: 10738, loss_action_cls: 0.0462, recall@thr=0.5: 0.7881, prec@thr=0.5: 0.8383, recall@top3: 0.8525, prec@top3: 0.6998, recall@top5: 0.9495, prec@top5: 0.4791, loss: 0.0462, grad_norm: 0.2970 2021-04-16 15:22:35,826 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-04-16 15:45:36,997 - mmaction - INFO - Evaluating mAP ... 2021-04-16 15:52:10,116 - mmaction - INFO - mAP@0.5IOU 0.2679 2021-04-16 15:52:11,266 - mmaction - INFO - Epoch(val) [10][3842] mAP@0.5IOU: 0.2679