2020-07-28 03:19:52,151 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.8.3 (default, May 19 2020, 18:47:26) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/platform/dep/cuda-9.0-cudnn7.6 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: Tesla V100-SXM2-32GB GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-36) PyTorch: 1.4.0+cu100 PyTorch compiling details: PyTorch built with: - GCC 7.3 - 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 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 10.0 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, 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=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0+cu100 OpenCV: 4.2.0 MMCV: 1.0.2 MMAction2: 0.1.0+a6c0aaf ------------------------------------------------------------ 2020-07-28 03:19:52,152 - mmaction - INFO - Distributed training: True 2020-07-28 03:19:52,152 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_config/csn_r152_320p_32x2x1_58e_kinetics400_rgb.py # model settings model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dCSN', pretrained2d=False, pretrained='modelzoo/irCSN_152_ig65m_from_scratch_lite_new.pth', depth=152, bottleneck_mode='ir', norm_eval=False, zero_init_residual=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=2048, spatial_type='avg', dropout_ratio=0.5, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = 's3://lizz.ssd/kinetics_400_train_320_frames/' data_root_val = 's3://lizz.ssd/kinetics_400_val_320_frames/' ann_file_train = 'data/ceph/kinetics_train_list_hd320.txt' ann_file_val = 'data/ceph/kinetics_val_list_hd320.txt' ann_file_test = 'data/ceph/kinetics_val_list_hd320.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ # dict(type='DecordInit', io_backend='petrel', num_threads=4), dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='FrameSelector', io_backend='petrel', decoding_backend='turbojpeg'), # dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256), lazy=True), dict(type='RandomResizedCrop', lazy=True), dict(type='Resize', scale=(224, 224), keep_ratio=False, lazy=True), dict(type='Flip', flip_ratio=0.5, lazy=True), dict(type='Fuse'), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ # dict(type='DecordInit', io_backend='petrel', num_threads=4), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), # dict(type='DecordDecode'), dict(type='FrameSelector', io_backend='petrel', decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256), lazy=True), dict(type='CenterCrop', crop_size=224, lazy=True), dict(type='Flip', flip_ratio=0, lazy=True), dict(type='Fuse'), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ # dict(type='DecordInit', io_backend='petrel', num_threads=4), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), # dict(type='DecordDecode'), dict(type='FrameSelector', io_backend='petrel', decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=3, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.0005, momentum=0.9, weight_decay=0.0001) # 0.0005 for 32g optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict( policy='step', step=[32, 48], warmup='linear', warmup_ratio=0.1, warmup_by_epoch=False, warmup_iters=16) total_epochs = 58 checkpoint_config = dict(interval=2) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[dict(type='TextLoggerHook'), dict(type='TensorboardLoggerHook')]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/csn_r152_320p_32x2x1_58e_kinetics400_rgb' load_from = None resume_from = None workflow = [('train', 1)] 2020-07-28 03:19:53,575 - mmaction - INFO - load model from: modelzoo/irCSN_152_ig65m_from_scratch_lite_new.pth 2020-07-28 03:20:03,748 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-198-4-108, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/csn_320p_ceph_32g_no_by_epoch 2020-07-28 03:20:03,748 - mmaction - INFO - workflow: [('train', 1)], max: 58 epochs 2020-07-28 03:21:25,169 - mmaction - INFO - Epoch [1][20/2505] lr: 5.000e-04, eta: 6 days, 13:12:14, time: 3.896, data_time: 1.075, memory: 8522, top1_acc: 0.0016, top5_acc: 0.0099, loss_cls: 6.0035, loss: 6.0035, grad_norm: 2.5209 2020-07-28 03:22:05,336 - mmaction - INFO - Epoch [1][40/2505] lr: 5.000e-04, eta: 4 days, 23:06:40, time: 2.009, data_time: 0.035, memory: 8522, top1_acc: 0.0047, top5_acc: 0.0156, loss_cls: 5.9941, loss: 5.9941, grad_norm: 2.4980 2020-07-28 03:22:45,591 - mmaction - INFO - Epoch [1][60/2505] lr: 5.000e-04, eta: 4 days, 10:27:41, time: 2.013, data_time: 0.010, memory: 8522, top1_acc: 0.0052, top5_acc: 0.0167, loss_cls: 5.9804, loss: 5.9804, grad_norm: 2.4711 2020-07-28 03:23:25,492 - mmaction - INFO - Epoch [1][80/2505] lr: 5.000e-04, eta: 4 days, 3:57:11, time: 1.995, data_time: 0.004, memory: 8522, top1_acc: 0.0042, top5_acc: 0.0193, loss_cls: 5.9646, loss: 5.9646, grad_norm: 2.4564 2020-07-28 03:24:05,253 - mmaction - INFO - Epoch [1][100/2505] lr: 5.000e-04, eta: 3 days, 23:59:17, time: 1.988, data_time: 0.006, memory: 8522, top1_acc: 0.0057, top5_acc: 0.0281, loss_cls: 5.9557, loss: 5.9557, grad_norm: 2.4564 2020-07-28 03:24:44,272 - mmaction - INFO - Epoch [1][120/2505] lr: 5.000e-04, eta: 3 days, 21:05:26, time: 1.951, data_time: 0.004, memory: 8522, top1_acc: 0.0047, top5_acc: 0.0240, loss_cls: 5.9520, loss: 5.9520, grad_norm: 2.4847 2020-07-28 03:25:24,061 - mmaction - INFO - Epoch [1][140/2505] lr: 5.000e-04, eta: 3 days, 19:14:21, time: 1.989, data_time: 0.005, memory: 8522, top1_acc: 0.0068, top5_acc: 0.0297, loss_cls: 5.9448, loss: 5.9448, grad_norm: 2.5079 2020-07-28 03:26:03,019 - mmaction - INFO - Epoch [1][160/2505] lr: 5.000e-04, eta: 3 days, 17:38:25, time: 1.948, data_time: 0.011, memory: 8522, top1_acc: 0.0104, top5_acc: 0.0401, loss_cls: 5.9335, loss: 5.9335, grad_norm: 2.5345 2020-07-28 03:26:42,003 - mmaction - INFO - Epoch [1][180/2505] lr: 5.000e-04, eta: 3 days, 16:21:30, time: 1.940, data_time: 0.004, memory: 8522, top1_acc: 0.0120, top5_acc: 0.0385, loss_cls: 5.9172, loss: 5.9172, grad_norm: 2.5786 2020-07-28 03:27:21,130 - mmaction - INFO - Epoch [1][200/2505] lr: 5.000e-04, eta: 3 days, 15:23:45, time: 1.956, data_time: 0.014, memory: 8522, top1_acc: 0.0156, top5_acc: 0.0542, loss_cls: 5.8965, loss: 5.8965, grad_norm: 2.6150 2020-07-28 03:28:00,291 - mmaction - INFO - Epoch [1][220/2505] lr: 5.000e-04, eta: 3 days, 14:35:59, time: 1.954, data_time: 0.013, memory: 8522, top1_acc: 0.0135, top5_acc: 0.0531, loss_cls: 5.8975, loss: 5.8975, grad_norm: 2.6306 2020-07-28 03:28:40,030 - mmaction - INFO - Epoch [1][240/2505] lr: 5.000e-04, eta: 3 days, 14:02:36, time: 1.987, data_time: 0.017, memory: 8522, top1_acc: 0.0135, top5_acc: 0.0552, loss_cls: 5.8821, loss: 5.8821, grad_norm: 2.6394 2020-07-28 03:29:19,295 - mmaction - INFO - Epoch [1][260/2505] lr: 5.000e-04, eta: 3 days, 13:32:15, time: 1.976, data_time: 0.017, memory: 8522, top1_acc: 0.0240, top5_acc: 0.0828, loss_cls: 5.8576, loss: 5.8576, grad_norm: 2.6897 2020-07-28 03:29:58,215 - mmaction - INFO - Epoch [1][280/2505] lr: 5.000e-04, eta: 3 days, 13:00:55, time: 1.946, data_time: 0.004, memory: 8522, top1_acc: 0.0172, top5_acc: 0.0781, loss_cls: 5.8606, loss: 5.8606, grad_norm: 2.7112 2020-07-28 03:30:37,445 - mmaction - INFO - Epoch [1][300/2505] lr: 5.000e-04, eta: 3 days, 12:36:11, time: 1.961, data_time: 0.004, memory: 8522, top1_acc: 0.0286, top5_acc: 0.0911, loss_cls: 5.8343, loss: 5.8343, grad_norm: 2.7323 2020-07-28 03:31:16,850 - mmaction - INFO - Epoch [1][320/2505] lr: 5.000e-04, eta: 3 days, 12:15:49, time: 1.970, data_time: 0.020, memory: 8522, top1_acc: 0.0354, top5_acc: 0.1005, loss_cls: 5.8260, loss: 5.8260, grad_norm: 2.7606 2020-07-28 03:31:55,875 - mmaction - INFO - Epoch [1][340/2505] lr: 5.000e-04, eta: 3 days, 11:55:03, time: 1.951, data_time: 0.004, memory: 8522, top1_acc: 0.0344, top5_acc: 0.1161, loss_cls: 5.8159, loss: 5.8159, grad_norm: 2.7487 2020-07-28 03:32:34,922 - mmaction - INFO - Epoch [1][360/2505] lr: 5.000e-04, eta: 3 days, 11:36:40, time: 1.952, data_time: 0.006, memory: 8522, top1_acc: 0.0401, top5_acc: 0.1156, loss_cls: 5.7897, loss: 5.7897, grad_norm: 2.7616 2020-07-28 03:33:13,873 - mmaction - INFO - Epoch [1][380/2505] lr: 5.000e-04, eta: 3 days, 11:19:32, time: 1.948, data_time: 0.011, memory: 8522, top1_acc: 0.0417, top5_acc: 0.1234, loss_cls: 5.7857, loss: 5.7857, grad_norm: 2.7598 2020-07-28 03:33:52,663 - mmaction - INFO - Epoch [1][400/2505] lr: 5.000e-04, eta: 3 days, 11:03:04, time: 1.939, data_time: 0.006, memory: 8522, top1_acc: 0.0453, top5_acc: 0.1240, loss_cls: 5.7812, loss: 5.7812, grad_norm: 2.7739 2020-07-28 03:34:31,814 - mmaction - INFO - Epoch [1][420/2505] lr: 5.000e-04, eta: 3 days, 10:49:07, time: 1.948, data_time: 0.004, memory: 8522, top1_acc: 0.0469, top5_acc: 0.1219, loss_cls: 5.7653, loss: 5.7653, grad_norm: 2.7907 2020-07-28 03:35:11,088 - mmaction - INFO - Epoch [1][440/2505] lr: 5.000e-04, eta: 3 days, 10:39:05, time: 1.973, data_time: 0.014, memory: 8522, top1_acc: 0.0547, top5_acc: 0.1365, loss_cls: 5.7433, loss: 5.7433, grad_norm: 2.7925 2020-07-28 03:35:50,975 - mmaction - INFO - Epoch [1][460/2505] lr: 5.000e-04, eta: 3 days, 10:30:45, time: 1.981, data_time: 0.015, memory: 8522, top1_acc: 0.0599, top5_acc: 0.1589, loss_cls: 5.7298, loss: 5.7298, grad_norm: 2.8236 2020-07-28 03:36:29,762 - mmaction - INFO - Epoch [1][480/2505] lr: 5.000e-04, eta: 3 days, 10:20:11, time: 1.953, data_time: 0.018, memory: 8522, top1_acc: 0.0542, top5_acc: 0.1583, loss_cls: 5.7228, loss: 5.7228, grad_norm: 2.8289 2020-07-28 03:37:08,827 - mmaction - INFO - Epoch [1][500/2505] lr: 5.000e-04, eta: 3 days, 10:10:29, time: 1.954, data_time: 0.005, memory: 8522, top1_acc: 0.0589, top5_acc: 0.1641, loss_cls: 5.7172, loss: 5.7172, grad_norm: 2.8207 2020-07-28 03:37:47,896 - mmaction - INFO - Epoch [1][520/2505] lr: 5.000e-04, eta: 3 days, 10:01:28, time: 1.953, data_time: 0.009, memory: 8522, top1_acc: 0.0734, top5_acc: 0.1870, loss_cls: 5.7000, loss: 5.7000, grad_norm: 2.8412 2020-07-28 03:38:26,764 - mmaction - INFO - Epoch [1][540/2505] lr: 5.000e-04, eta: 3 days, 9:52:09, time: 1.943, data_time: 0.015, memory: 8522, top1_acc: 0.0682, top5_acc: 0.1797, loss_cls: 5.6827, loss: 5.6827, grad_norm: 2.8285 2020-07-28 03:39:05,763 - mmaction - INFO - Epoch [1][560/2505] lr: 5.000e-04, eta: 3 days, 9:44:04, time: 1.950, data_time: 0.004, memory: 8522, top1_acc: 0.0792, top5_acc: 0.1755, loss_cls: 5.6763, loss: 5.6763, grad_norm: 2.8560 2020-07-28 03:39:45,226 - mmaction - INFO - Epoch [1][580/2505] lr: 5.000e-04, eta: 3 days, 9:38:24, time: 1.973, data_time: 0.004, memory: 8522, top1_acc: 0.0573, top5_acc: 0.1635, loss_cls: 5.6685, loss: 5.6685, grad_norm: 2.8692 2020-07-28 03:40:24,722 - mmaction - INFO - Epoch [1][600/2505] lr: 5.000e-04, eta: 3 days, 9:33:12, time: 1.975, data_time: 0.004, memory: 8522, top1_acc: 0.0740, top5_acc: 0.1859, loss_cls: 5.6511, loss: 5.6511, grad_norm: 2.8979 2020-07-28 03:41:03,384 - mmaction - INFO - Epoch [1][620/2505] lr: 5.000e-04, eta: 3 days, 9:25:03, time: 1.933, data_time: 0.005, memory: 8522, top1_acc: 0.0714, top5_acc: 0.1885, loss_cls: 5.6453, loss: 5.6453, grad_norm: 2.8721 2020-07-28 03:41:43,149 - mmaction - INFO - Epoch [1][640/2505] lr: 5.000e-04, eta: 3 days, 9:21:32, time: 1.988, data_time: 0.004, memory: 8522, top1_acc: 0.0818, top5_acc: 0.2094, loss_cls: 5.6264, loss: 5.6264, grad_norm: 2.9088 2020-07-28 03:42:22,141 - mmaction - INFO - Epoch [1][660/2505] lr: 5.000e-04, eta: 3 days, 9:14:38, time: 1.940, data_time: 0.004, memory: 8522, top1_acc: 0.0917, top5_acc: 0.2172, loss_cls: 5.6092, loss: 5.6092, grad_norm: 2.9058 2020-07-28 03:43:00,644 - mmaction - INFO - Epoch [1][680/2505] lr: 5.000e-04, eta: 3 days, 9:07:47, time: 1.935, data_time: 0.014, memory: 8522, top1_acc: 0.0964, top5_acc: 0.2219, loss_cls: 5.5889, loss: 5.5889, grad_norm: 2.9275 2020-07-28 03:43:39,372 - mmaction - INFO - Epoch [1][700/2505] lr: 5.000e-04, eta: 3 days, 9:01:25, time: 1.937, data_time: 0.005, memory: 8522, top1_acc: 0.0802, top5_acc: 0.1979, loss_cls: 5.6012, loss: 5.6012, grad_norm: 2.9450 2020-07-28 03:44:17,798 - mmaction - INFO - Epoch [1][720/2505] lr: 5.000e-04, eta: 3 days, 8:54:17, time: 1.921, data_time: 0.004, memory: 8522, top1_acc: 0.0911, top5_acc: 0.2255, loss_cls: 5.5845, loss: 5.5845, grad_norm: 2.9351 2020-07-28 03:44:57,456 - mmaction - INFO - Epoch [1][740/2505] lr: 5.000e-04, eta: 3 days, 8:51:32, time: 1.983, data_time: 0.012, memory: 8522, top1_acc: 0.0870, top5_acc: 0.2432, loss_cls: 5.5626, loss: 5.5626, grad_norm: 2.9517 2020-07-28 03:45:36,843 - mmaction - INFO - Epoch [1][760/2505] lr: 5.000e-04, eta: 3 days, 8:48:03, time: 1.969, data_time: 0.006, memory: 8522, top1_acc: 0.1115, top5_acc: 0.2391, loss_cls: 5.5553, loss: 5.5553, grad_norm: 2.9569 2020-07-28 03:46:15,658 - mmaction - INFO - Epoch [1][780/2505] lr: 5.000e-04, eta: 3 days, 8:42:57, time: 1.941, data_time: 0.004, memory: 8522, top1_acc: 0.1026, top5_acc: 0.2417, loss_cls: 5.5425, loss: 5.5425, grad_norm: 3.0014 2020-07-28 03:46:55,328 - mmaction - INFO - Epoch [1][800/2505] lr: 5.000e-04, eta: 3 days, 8:40:38, time: 1.983, data_time: 0.004, memory: 8522, top1_acc: 0.1146, top5_acc: 0.2490, loss_cls: 5.5338, loss: 5.5338, grad_norm: 3.0166 2020-07-28 03:47:34,149 - mmaction - INFO - Epoch [1][820/2505] lr: 5.000e-04, eta: 3 days, 8:35:54, time: 1.941, data_time: 0.005, memory: 8522, top1_acc: 0.1047, top5_acc: 0.2458, loss_cls: 5.5269, loss: 5.5269, grad_norm: 3.0182 2020-07-28 03:48:13,621 - mmaction - INFO - Epoch [1][840/2505] lr: 5.000e-04, eta: 3 days, 8:33:14, time: 1.974, data_time: 0.005, memory: 8522, top1_acc: 0.1182, top5_acc: 0.2745, loss_cls: 5.4887, loss: 5.4887, grad_norm: 3.0081 2020-07-28 03:48:52,654 - mmaction - INFO - Epoch [1][860/2505] lr: 5.000e-04, eta: 3 days, 8:28:48, time: 1.940, data_time: 0.004, memory: 8522, top1_acc: 0.1135, top5_acc: 0.2661, loss_cls: 5.4843, loss: 5.4843, grad_norm: 3.0741 2020-07-28 03:49:32,217 - mmaction - INFO - Epoch [1][880/2505] lr: 5.000e-04, eta: 3 days, 8:26:32, time: 1.977, data_time: 0.016, memory: 8522, top1_acc: 0.1146, top5_acc: 0.2854, loss_cls: 5.4449, loss: 5.4449, grad_norm: 3.0709 2020-07-28 03:50:12,225 - mmaction - INFO - Epoch [1][900/2505] lr: 5.000e-04, eta: 3 days, 8:25:36, time: 2.000, data_time: 0.018, memory: 8522, top1_acc: 0.1224, top5_acc: 0.2578, loss_cls: 5.4590, loss: 5.4590, grad_norm: 3.1044 2020-07-28 03:50:51,376 - mmaction - INFO - Epoch [1][920/2505] lr: 5.000e-04, eta: 3 days, 8:23:07, time: 1.971, data_time: 0.017, memory: 8522, top1_acc: 0.1068, top5_acc: 0.2677, loss_cls: 5.4509, loss: 5.4509, grad_norm: 3.1512 2020-07-28 03:51:30,417 - mmaction - INFO - Epoch [1][940/2505] lr: 5.000e-04, eta: 3 days, 8:19:45, time: 1.952, data_time: 0.004, memory: 8522, top1_acc: 0.1182, top5_acc: 0.2677, loss_cls: 5.4377, loss: 5.4377, grad_norm: 3.1646 2020-07-28 03:52:09,929 - mmaction - INFO - Epoch [1][960/2505] lr: 5.000e-04, eta: 3 days, 8:17:43, time: 1.976, data_time: 0.007, memory: 8522, top1_acc: 0.1219, top5_acc: 0.2833, loss_cls: 5.4190, loss: 5.4190, grad_norm: 3.1977 2020-07-28 03:52:48,647 - mmaction - INFO - Epoch [1][980/2505] lr: 5.000e-04, eta: 3 days, 8:13:42, time: 1.935, data_time: 0.008, memory: 8522, top1_acc: 0.1401, top5_acc: 0.3016, loss_cls: 5.3948, loss: 5.3948, grad_norm: 3.1350 2020-07-28 03:53:28,117 - mmaction - INFO - Epoch [1][1000/2505] lr: 5.000e-04, eta: 3 days, 8:11:45, time: 1.974, data_time: 0.007, memory: 8522, top1_acc: 0.1302, top5_acc: 0.2880, loss_cls: 5.3914, loss: 5.3914, grad_norm: 3.1642 2020-07-28 03:54:07,308 - mmaction - INFO - Epoch [1][1020/2505] lr: 5.000e-04, eta: 3 days, 8:09:07, time: 1.959, data_time: 0.004, memory: 8522, top1_acc: 0.1198, top5_acc: 0.2750, loss_cls: 5.4138, loss: 5.4138, grad_norm: 3.1916 2020-07-28 03:54:46,766 - mmaction - INFO - Epoch [1][1040/2505] lr: 5.000e-04, eta: 3 days, 8:07:12, time: 1.973, data_time: 0.005, memory: 8522, top1_acc: 0.1297, top5_acc: 0.2786, loss_cls: 5.3839, loss: 5.3839, grad_norm: 3.1511 2020-07-28 03:55:26,239 - mmaction - INFO - Epoch [1][1060/2505] lr: 5.000e-04, eta: 3 days, 8:05:21, time: 1.974, data_time: 0.005, memory: 8522, top1_acc: 0.1453, top5_acc: 0.3073, loss_cls: 5.3550, loss: 5.3550, grad_norm: 3.2385 2020-07-28 03:56:04,802 - mmaction - INFO - Epoch [1][1080/2505] lr: 5.000e-04, eta: 3 days, 8:01:32, time: 1.928, data_time: 0.004, memory: 8522, top1_acc: 0.1557, top5_acc: 0.3271, loss_cls: 5.3169, loss: 5.3169, grad_norm: 3.2350 2020-07-28 03:56:43,837 - mmaction - INFO - Epoch [1][1100/2505] lr: 5.000e-04, eta: 3 days, 7:58:51, time: 1.952, data_time: 0.005, memory: 8522, top1_acc: 0.1453, top5_acc: 0.3068, loss_cls: 5.3592, loss: 5.3592, grad_norm: 3.2702 2020-07-28 03:57:23,016 - mmaction - INFO - Epoch [1][1120/2505] lr: 5.000e-04, eta: 3 days, 7:56:01, time: 1.946, data_time: 0.005, memory: 8522, top1_acc: 0.1453, top5_acc: 0.3026, loss_cls: 5.3464, loss: 5.3464, grad_norm: 3.3462 2020-07-28 03:58:01,445 - mmaction - INFO - Epoch [1][1140/2505] lr: 5.000e-04, eta: 3 days, 7:52:46, time: 1.934, data_time: 0.017, memory: 8522, top1_acc: 0.1536, top5_acc: 0.3234, loss_cls: 5.3057, loss: 5.3057, grad_norm: 3.3604 2020-07-28 03:58:40,529 - mmaction - INFO - Epoch [1][1160/2505] lr: 5.000e-04, eta: 3 days, 7:50:24, time: 1.954, data_time: 0.007, memory: 8522, top1_acc: 0.1505, top5_acc: 0.3172, loss_cls: 5.2965, loss: 5.2965, grad_norm: 3.2882 2020-07-28 03:59:19,204 - mmaction - INFO - Epoch [1][1180/2505] lr: 5.000e-04, eta: 3 days, 7:47:16, time: 1.934, data_time: 0.008, memory: 8522, top1_acc: 0.1698, top5_acc: 0.3339, loss_cls: 5.2711, loss: 5.2711, grad_norm: 3.3379 2020-07-28 03:59:58,768 - mmaction - INFO - Epoch [1][1200/2505] lr: 5.000e-04, eta: 3 days, 7:46:00, time: 1.978, data_time: 0.006, memory: 8522, top1_acc: 0.1703, top5_acc: 0.3313, loss_cls: 5.2666, loss: 5.2666, grad_norm: 3.3385 2020-07-28 04:00:42,130 - mmaction - INFO - Epoch [1][1220/2505] lr: 5.000e-04, eta: 3 days, 7:52:13, time: 2.168, data_time: 0.007, memory: 8522, top1_acc: 0.1495, top5_acc: 0.3125, loss_cls: 5.2773, loss: 5.2773, grad_norm: 3.3646 2020-07-28 04:01:21,033 - mmaction - INFO - Epoch [1][1240/2505] lr: 5.000e-04, eta: 3 days, 7:49:37, time: 1.946, data_time: 0.007, memory: 8522, top1_acc: 0.1474, top5_acc: 0.3135, loss_cls: 5.2618, loss: 5.2618, grad_norm: 3.3902 2020-07-28 04:01:59,953 - mmaction - INFO - Epoch [1][1260/2505] lr: 5.000e-04, eta: 3 days, 7:47:05, time: 1.946, data_time: 0.008, memory: 8522, top1_acc: 0.1563, top5_acc: 0.3328, loss_cls: 5.2422, loss: 5.2422, grad_norm: 3.4665 2020-07-28 04:02:39,170 - mmaction - INFO - Epoch [1][1280/2505] lr: 5.000e-04, eta: 3 days, 7:45:10, time: 1.961, data_time: 0.005, memory: 8522, top1_acc: 0.1583, top5_acc: 0.3198, loss_cls: 5.2451, loss: 5.2451, grad_norm: 3.4634 2020-07-28 04:03:18,549 - mmaction - INFO - Epoch [1][1300/2505] lr: 5.000e-04, eta: 3 days, 7:43:34, time: 1.968, data_time: 0.004, memory: 8522, top1_acc: 0.1734, top5_acc: 0.3573, loss_cls: 5.1846, loss: 5.1846, grad_norm: 3.5359 2020-07-28 04:03:57,345 - mmaction - INFO - Epoch [1][1320/2505] lr: 5.000e-04, eta: 3 days, 7:40:59, time: 1.940, data_time: 0.005, memory: 8522, top1_acc: 0.1547, top5_acc: 0.3130, loss_cls: 5.2308, loss: 5.2308, grad_norm: 3.5266 2020-07-28 04:04:35,977 - mmaction - INFO - Epoch [1][1340/2505] lr: 5.000e-04, eta: 3 days, 7:38:07, time: 1.931, data_time: 0.004, memory: 8522, top1_acc: 0.1745, top5_acc: 0.3557, loss_cls: 5.1712, loss: 5.1712, grad_norm: 3.4941 2020-07-28 04:05:15,646 - mmaction - INFO - Epoch [1][1360/2505] lr: 5.000e-04, eta: 3 days, 7:37:11, time: 1.984, data_time: 0.005, memory: 8522, top1_acc: 0.1688, top5_acc: 0.3297, loss_cls: 5.1981, loss: 5.1981, grad_norm: 3.5806 2020-07-28 04:05:54,233 - mmaction - INFO - Epoch [1][1380/2505] lr: 5.000e-04, eta: 3 days, 7:33:58, time: 1.918, data_time: 0.008, memory: 8522, top1_acc: 0.1745, top5_acc: 0.3516, loss_cls: 5.1702, loss: 5.1702, grad_norm: 3.5945 2020-07-28 04:06:33,667 - mmaction - INFO - Epoch [1][1400/2505] lr: 5.000e-04, eta: 3 days, 7:32:36, time: 1.970, data_time: 0.016, memory: 8522, top1_acc: 0.1667, top5_acc: 0.3432, loss_cls: 5.1611, loss: 5.1611, grad_norm: 3.6364 2020-07-28 04:07:12,394 - mmaction - INFO - Epoch [1][1420/2505] lr: 5.000e-04, eta: 3 days, 7:30:34, time: 1.949, data_time: 0.018, memory: 8522, top1_acc: 0.1729, top5_acc: 0.3552, loss_cls: 5.1141, loss: 5.1141, grad_norm: 3.6236 2020-07-28 04:07:51,492 - mmaction - INFO - Epoch [1][1440/2505] lr: 5.000e-04, eta: 3 days, 7:28:45, time: 1.955, data_time: 0.005, memory: 8522, top1_acc: 0.1677, top5_acc: 0.3438, loss_cls: 5.1437, loss: 5.1437, grad_norm: 3.6456 2020-07-28 04:08:30,794 - mmaction - INFO - Epoch [1][1460/2505] lr: 5.000e-04, eta: 3 days, 7:27:18, time: 1.965, data_time: 0.007, memory: 8522, top1_acc: 0.1859, top5_acc: 0.3604, loss_cls: 5.1437, loss: 5.1437, grad_norm: 3.6326 2020-07-28 04:09:09,590 - mmaction - INFO - Epoch [1][1480/2505] lr: 5.000e-04, eta: 3 days, 7:25:03, time: 1.940, data_time: 0.005, memory: 8522, top1_acc: 0.1802, top5_acc: 0.3677, loss_cls: 5.0946, loss: 5.0946, grad_norm: 3.6603 2020-07-28 04:09:48,026 - mmaction - INFO - Epoch [1][1500/2505] lr: 5.000e-04, eta: 3 days, 7:22:16, time: 1.922, data_time: 0.004, memory: 8522, top1_acc: 0.1750, top5_acc: 0.3682, loss_cls: 5.0957, loss: 5.0957, grad_norm: 3.7147 2020-07-28 04:10:26,955 - mmaction - INFO - Epoch [1][1520/2505] lr: 5.000e-04, eta: 3 days, 7:20:19, time: 1.946, data_time: 0.004, memory: 8522, top1_acc: 0.1823, top5_acc: 0.3651, loss_cls: 5.0968, loss: 5.0968, grad_norm: 3.8095 2020-07-28 04:11:06,155 - mmaction - INFO - Epoch [1][1540/2505] lr: 5.000e-04, eta: 3 days, 7:18:47, time: 1.959, data_time: 0.013, memory: 8522, top1_acc: 0.1677, top5_acc: 0.3542, loss_cls: 5.0908, loss: 5.0908, grad_norm: 3.7348 2020-07-28 04:11:45,153 - mmaction - INFO - Epoch [1][1560/2505] lr: 5.000e-04, eta: 3 days, 7:17:03, time: 1.951, data_time: 0.009, memory: 8522, top1_acc: 0.1672, top5_acc: 0.3656, loss_cls: 5.0974, loss: 5.0974, grad_norm: 3.9139 2020-07-28 04:12:23,870 - mmaction - INFO - Epoch [1][1580/2505] lr: 5.000e-04, eta: 3 days, 7:14:46, time: 1.932, data_time: 0.004, memory: 8522, top1_acc: 0.1901, top5_acc: 0.3906, loss_cls: 5.0167, loss: 5.0167, grad_norm: 3.7974 2020-07-28 04:13:02,747 - mmaction - INFO - Epoch [1][1600/2505] lr: 5.000e-04, eta: 3 days, 7:12:58, time: 1.947, data_time: 0.008, memory: 8522, top1_acc: 0.1865, top5_acc: 0.3563, loss_cls: 5.0556, loss: 5.0556, grad_norm: 3.8694 2020-07-28 04:13:42,099 - mmaction - INFO - Epoch [1][1620/2505] lr: 5.000e-04, eta: 3 days, 7:11:49, time: 1.968, data_time: 0.005, memory: 8522, top1_acc: 0.1932, top5_acc: 0.3781, loss_cls: 5.0253, loss: 5.0253, grad_norm: 3.9544 2020-07-28 04:14:20,843 - mmaction - INFO - Epoch [1][1640/2505] lr: 5.000e-04, eta: 3 days, 7:09:46, time: 1.937, data_time: 0.008, memory: 8522, top1_acc: 0.1995, top5_acc: 0.3854, loss_cls: 4.9890, loss: 4.9890, grad_norm: 3.9549 2020-07-28 04:15:00,063 - mmaction - INFO - Epoch [1][1660/2505] lr: 5.000e-04, eta: 3 days, 7:08:27, time: 1.961, data_time: 0.006, memory: 8522, top1_acc: 0.1979, top5_acc: 0.3677, loss_cls: 5.0040, loss: 5.0040, grad_norm: 3.9304 2020-07-28 04:15:39,460 - mmaction - INFO - Epoch [1][1680/2505] lr: 5.000e-04, eta: 3 days, 7:07:23, time: 1.970, data_time: 0.005, memory: 8522, top1_acc: 0.1896, top5_acc: 0.3833, loss_cls: 4.9724, loss: 4.9724, grad_norm: 4.0536 2020-07-28 04:16:18,862 - mmaction - INFO - Epoch [1][1700/2505] lr: 5.000e-04, eta: 3 days, 7:06:21, time: 1.970, data_time: 0.011, memory: 8522, top1_acc: 0.2109, top5_acc: 0.4026, loss_cls: 4.9178, loss: 4.9178, grad_norm: 3.9787 2020-07-28 04:16:57,911 - mmaction - INFO - Epoch [1][1720/2505] lr: 5.000e-04, eta: 3 days, 7:04:49, time: 1.952, data_time: 0.004, memory: 8522, top1_acc: 0.1990, top5_acc: 0.3844, loss_cls: 4.9485, loss: 4.9485, grad_norm: 3.9192 2020-07-28 04:17:36,810 - mmaction - INFO - Epoch [1][1740/2505] lr: 5.000e-04, eta: 3 days, 7:03:07, time: 1.945, data_time: 0.005, memory: 8522, top1_acc: 0.2016, top5_acc: 0.3901, loss_cls: 4.9550, loss: 4.9550, grad_norm: 4.0560 2020-07-28 04:18:15,840 - mmaction - INFO - Epoch [1][1760/2505] lr: 5.000e-04, eta: 3 days, 7:01:20, time: 1.941, data_time: 0.004, memory: 8522, top1_acc: 0.1760, top5_acc: 0.3589, loss_cls: 4.9932, loss: 4.9932, grad_norm: 4.1762 2020-07-28 04:18:54,899 - mmaction - INFO - Epoch [1][1780/2505] lr: 5.000e-04, eta: 3 days, 6:59:50, time: 1.951, data_time: 0.015, memory: 8522, top1_acc: 0.1938, top5_acc: 0.3708, loss_cls: 4.9806, loss: 4.9806, grad_norm: 4.0789 2020-07-28 04:19:34,246 - mmaction - INFO - Epoch [1][1800/2505] lr: 5.000e-04, eta: 3 days, 6:59:08, time: 1.980, data_time: 0.017, memory: 8522, top1_acc: 0.2021, top5_acc: 0.4026, loss_cls: 4.9054, loss: 4.9054, grad_norm: 4.2564 2020-07-28 04:20:13,683 - mmaction - INFO - Epoch [1][1820/2505] lr: 5.000e-04, eta: 3 days, 6:58:12, time: 1.971, data_time: 0.004, memory: 8522, top1_acc: 0.2026, top5_acc: 0.3906, loss_cls: 4.9084, loss: 4.9084, grad_norm: 4.1439 2020-07-28 04:20:52,999 - mmaction - INFO - Epoch [1][1840/2505] lr: 5.000e-04, eta: 3 days, 6:57:09, time: 1.966, data_time: 0.007, memory: 8522, top1_acc: 0.2063, top5_acc: 0.3906, loss_cls: 4.8983, loss: 4.8983, grad_norm: 4.1549 2020-07-28 04:21:32,121 - mmaction - INFO - Epoch [1][1860/2505] lr: 5.000e-04, eta: 3 days, 6:55:50, time: 1.956, data_time: 0.009, memory: 8522, top1_acc: 0.2021, top5_acc: 0.3979, loss_cls: 4.8692, loss: 4.8692, grad_norm: 4.1833 2020-07-28 04:22:10,928 - mmaction - INFO - Epoch [1][1880/2505] lr: 5.000e-04, eta: 3 days, 6:54:08, time: 1.940, data_time: 0.012, memory: 8522, top1_acc: 0.1938, top5_acc: 0.4042, loss_cls: 4.8883, loss: 4.8883, grad_norm: 4.1643 2020-07-28 04:22:49,394 - mmaction - INFO - Epoch [1][1900/2505] lr: 5.000e-04, eta: 3 days, 6:52:02, time: 1.924, data_time: 0.005, memory: 8522, top1_acc: 0.2245, top5_acc: 0.4026, loss_cls: 4.8626, loss: 4.8626, grad_norm: 4.2049 2020-07-28 04:23:28,515 - mmaction - INFO - Epoch [1][1920/2505] lr: 5.000e-04, eta: 3 days, 6:50:46, time: 1.956, data_time: 0.007, memory: 8522, top1_acc: 0.1969, top5_acc: 0.3792, loss_cls: 4.8897, loss: 4.8897, grad_norm: 4.2964 2020-07-28 04:24:07,384 - mmaction - INFO - Epoch [1][1940/2505] lr: 5.000e-04, eta: 3 days, 6:49:02, time: 1.936, data_time: 0.005, memory: 8522, top1_acc: 0.1990, top5_acc: 0.3964, loss_cls: 4.8841, loss: 4.8841, grad_norm: 4.3762 2020-07-28 04:24:45,962 - mmaction - INFO - Epoch [1][1960/2505] lr: 5.000e-04, eta: 3 days, 6:47:20, time: 1.936, data_time: 0.015, memory: 8522, top1_acc: 0.1865, top5_acc: 0.3964, loss_cls: 4.8479, loss: 4.8479, grad_norm: 4.3740 2020-07-28 04:25:25,109 - mmaction - INFO - Epoch [1][1980/2505] lr: 5.000e-04, eta: 3 days, 6:46:08, time: 1.957, data_time: 0.005, memory: 8522, top1_acc: 0.2125, top5_acc: 0.4052, loss_cls: 4.8407, loss: 4.8407, grad_norm: 4.4238 2020-07-28 04:26:03,712 - mmaction - INFO - Epoch [1][2000/2505] lr: 5.000e-04, eta: 3 days, 6:44:19, time: 1.930, data_time: 0.007, memory: 8522, top1_acc: 0.2151, top5_acc: 0.3990, loss_cls: 4.8505, loss: 4.8505, grad_norm: 4.2878 2020-07-28 04:26:42,981 - mmaction - INFO - Epoch [1][2020/2505] lr: 5.000e-04, eta: 3 days, 6:43:19, time: 1.963, data_time: 0.005, memory: 8522, top1_acc: 0.2052, top5_acc: 0.3901, loss_cls: 4.8422, loss: 4.8422, grad_norm: 4.3874 2020-07-28 04:27:21,370 - mmaction - INFO - Epoch [1][2040/2505] lr: 5.000e-04, eta: 3 days, 6:41:17, time: 1.919, data_time: 0.010, memory: 8522, top1_acc: 0.2156, top5_acc: 0.4005, loss_cls: 4.8359, loss: 4.8359, grad_norm: 4.4820 2020-07-28 04:28:00,811 - mmaction - INFO - Epoch [1][2060/2505] lr: 5.000e-04, eta: 3 days, 6:40:30, time: 1.972, data_time: 0.004, memory: 8522, top1_acc: 0.2016, top5_acc: 0.4073, loss_cls: 4.8188, loss: 4.8188, grad_norm: 4.6032 2020-07-28 04:28:39,775 - mmaction - INFO - Epoch [1][2080/2505] lr: 5.000e-04, eta: 3 days, 6:39:10, time: 1.948, data_time: 0.007, memory: 8522, top1_acc: 0.2115, top5_acc: 0.4188, loss_cls: 4.7706, loss: 4.7706, grad_norm: 4.5194 2020-07-28 04:29:18,806 - mmaction - INFO - Epoch [1][2100/2505] lr: 5.000e-04, eta: 3 days, 6:37:55, time: 1.952, data_time: 0.005, memory: 8522, top1_acc: 0.2094, top5_acc: 0.4161, loss_cls: 4.7431, loss: 4.7431, grad_norm: 4.8062 2020-07-28 04:29:57,639 - mmaction - INFO - Epoch [1][2120/2505] lr: 5.000e-04, eta: 3 days, 6:36:26, time: 1.940, data_time: 0.005, memory: 8522, top1_acc: 0.2276, top5_acc: 0.4375, loss_cls: 4.7216, loss: 4.7216, grad_norm: 4.7451 2020-07-28 04:30:37,918 - mmaction - INFO - Epoch [1][2140/2505] lr: 5.000e-04, eta: 3 days, 6:36:38, time: 2.015, data_time: 0.006, memory: 8522, top1_acc: 0.2234, top5_acc: 0.4255, loss_cls: 4.7322, loss: 4.7322, grad_norm: 4.6498 2020-07-28 04:31:17,261 - mmaction - INFO - Epoch [1][2160/2505] lr: 5.000e-04, eta: 3 days, 6:35:31, time: 1.957, data_time: 0.008, memory: 8522, top1_acc: 0.2188, top5_acc: 0.4099, loss_cls: 4.7390, loss: 4.7390, grad_norm: 4.6434 2020-07-28 04:31:56,162 - mmaction - INFO - Epoch [1][2180/2505] lr: 5.000e-04, eta: 3 days, 6:34:08, time: 1.944, data_time: 0.016, memory: 8522, top1_acc: 0.2198, top5_acc: 0.4224, loss_cls: 4.7349, loss: 4.7349, grad_norm: 4.6508 2020-07-28 04:32:34,809 - mmaction - INFO - Epoch [1][2200/2505] lr: 5.000e-04, eta: 3 days, 6:32:48, time: 1.945, data_time: 0.018, memory: 8522, top1_acc: 0.2396, top5_acc: 0.4500, loss_cls: 4.6754, loss: 4.6754, grad_norm: 4.6705 2020-07-28 04:33:13,919 - mmaction - INFO - Epoch [1][2220/2505] lr: 5.000e-04, eta: 3 days, 6:31:42, time: 1.956, data_time: 0.006, memory: 8522, top1_acc: 0.2240, top5_acc: 0.4391, loss_cls: 4.6655, loss: 4.6655, grad_norm: 4.9848 2020-07-28 04:33:52,415 - mmaction - INFO - Epoch [1][2240/2505] lr: 5.000e-04, eta: 3 days, 6:29:57, time: 1.924, data_time: 0.008, memory: 8522, top1_acc: 0.2370, top5_acc: 0.4281, loss_cls: 4.6868, loss: 4.6868, grad_norm: 4.9888 2020-07-28 04:34:31,448 - mmaction - INFO - Epoch [1][2260/2505] lr: 5.000e-04, eta: 3 days, 6:28:47, time: 1.952, data_time: 0.005, memory: 8522, top1_acc: 0.2302, top5_acc: 0.4240, loss_cls: 4.6804, loss: 4.6804, grad_norm: 4.8484 2020-07-28 04:35:10,455 - mmaction - INFO - Epoch [1][2280/2505] lr: 5.000e-04, eta: 3 days, 6:27:37, time: 1.951, data_time: 0.011, memory: 8522, top1_acc: 0.2292, top5_acc: 0.4214, loss_cls: 4.6775, loss: 4.6775, grad_norm: 4.8938 2020-07-28 04:35:50,128 - mmaction - INFO - Epoch [1][2300/2505] lr: 5.000e-04, eta: 3 days, 6:27:07, time: 1.983, data_time: 0.004, memory: 8522, top1_acc: 0.2240, top5_acc: 0.4188, loss_cls: 4.6932, loss: 4.6932, grad_norm: 4.8823 2020-07-28 04:36:28,673 - mmaction - INFO - Epoch [1][2320/2505] lr: 5.000e-04, eta: 3 days, 6:25:29, time: 1.927, data_time: 0.004, memory: 8522, top1_acc: 0.2458, top5_acc: 0.4432, loss_cls: 4.6176, loss: 4.6176, grad_norm: 4.9467 2020-07-28 04:37:07,709 - mmaction - INFO - Epoch [1][2340/2505] lr: 5.000e-04, eta: 3 days, 6:24:10, time: 1.943, data_time: 0.004, memory: 8522, top1_acc: 0.2266, top5_acc: 0.4370, loss_cls: 4.6788, loss: 4.6788, grad_norm: 5.1063 2020-07-28 04:37:46,772 - mmaction - INFO - Epoch [1][2360/2505] lr: 5.000e-04, eta: 3 days, 6:23:00, time: 1.949, data_time: 0.014, memory: 8522, top1_acc: 0.2307, top5_acc: 0.4359, loss_cls: 4.6495, loss: 4.6495, grad_norm: 4.8941 2020-07-28 04:38:25,687 - mmaction - INFO - Epoch [1][2380/2505] lr: 5.000e-04, eta: 3 days, 6:22:02, time: 1.959, data_time: 0.018, memory: 8522, top1_acc: 0.2313, top5_acc: 0.4182, loss_cls: 4.6470, loss: 4.6470, grad_norm: 4.9177 2020-07-28 04:39:04,301 - mmaction - INFO - Epoch [1][2400/2505] lr: 5.000e-04, eta: 3 days, 6:20:32, time: 1.931, data_time: 0.004, memory: 8522, top1_acc: 0.2302, top5_acc: 0.4260, loss_cls: 4.6300, loss: 4.6300, grad_norm: 4.8989 2020-07-28 04:39:42,933 - mmaction - INFO - Epoch [1][2420/2505] lr: 5.000e-04, eta: 3 days, 6:19:02, time: 1.931, data_time: 0.005, memory: 8522, top1_acc: 0.2245, top5_acc: 0.4281, loss_cls: 4.6435, loss: 4.6435, grad_norm: 5.0629 2020-07-28 04:40:22,514 - mmaction - INFO - Epoch [1][2440/2505] lr: 5.000e-04, eta: 3 days, 6:18:29, time: 1.979, data_time: 0.005, memory: 8522, top1_acc: 0.2307, top5_acc: 0.4432, loss_cls: 4.5966, loss: 4.5966, grad_norm: 4.9105 2020-07-28 04:41:01,147 - mmaction - INFO - Epoch [1][2460/2505] lr: 5.000e-04, eta: 3 days, 6:17:01, time: 1.932, data_time: 0.009, memory: 8522, top1_acc: 0.2557, top5_acc: 0.4500, loss_cls: 4.5577, loss: 4.5577, grad_norm: 5.0546 2020-07-28 04:41:40,282 - mmaction - INFO - Epoch [1][2480/2505] lr: 5.000e-04, eta: 3 days, 6:16:02, time: 1.957, data_time: 0.005, memory: 8522, top1_acc: 0.2339, top5_acc: 0.4354, loss_cls: 4.6019, loss: 4.6019, grad_norm: 5.2994 2020-07-28 04:42:19,230 - mmaction - INFO - Epoch [1][2500/2505] lr: 5.000e-04, eta: 3 days, 6:14:52, time: 1.946, data_time: 0.005, memory: 8522, top1_acc: 0.2396, top5_acc: 0.4401, loss_cls: 4.6059, loss: 4.6059, grad_norm: 5.3232 2020-07-28 04:43:57,143 - mmaction - INFO - Epoch [2][20/2505] lr: 5.000e-04, eta: 3 days, 6:46:28, time: 4.186, data_time: 2.205, memory: 8522, top1_acc: 0.2474, top5_acc: 0.4359, loss_cls: 4.5748, loss: 4.5748, grad_norm: 5.0744 2020-07-28 04:44:37,330 - mmaction - INFO - Epoch [2][40/2505] lr: 5.000e-04, eta: 3 days, 6:46:01, time: 1.997, data_time: 0.011, memory: 8522, top1_acc: 0.2563, top5_acc: 0.4599, loss_cls: 4.5068, loss: 4.5068, grad_norm: 5.2978 2020-07-28 04:45:17,751 - mmaction - INFO - Epoch [2][60/2505] lr: 5.000e-04, eta: 3 days, 6:46:03, time: 2.024, data_time: 0.021, memory: 8522, top1_acc: 0.2521, top5_acc: 0.4688, loss_cls: 4.5151, loss: 4.5151, grad_norm: 5.3988 2020-07-28 04:45:57,161 - mmaction - INFO - Epoch [2][80/2505] lr: 5.000e-04, eta: 3 days, 6:45:01, time: 1.967, data_time: 0.016, memory: 8522, top1_acc: 0.2490, top5_acc: 0.4516, loss_cls: 4.4992, loss: 4.4992, grad_norm: 5.2847 2020-07-28 04:46:36,154 - mmaction - INFO - Epoch [2][100/2505] lr: 5.000e-04, eta: 3 days, 6:43:55, time: 1.962, data_time: 0.017, memory: 8522, top1_acc: 0.2573, top5_acc: 0.4536, loss_cls: 4.4900, loss: 4.4900, grad_norm: 5.2938 2020-07-28 04:47:15,119 - mmaction - INFO - Epoch [2][120/2505] lr: 5.000e-04, eta: 3 days, 6:42:34, time: 1.949, data_time: 0.004, memory: 8522, top1_acc: 0.2568, top5_acc: 0.4474, loss_cls: 4.5027, loss: 4.5027, grad_norm: 5.4647 2020-07-28 04:47:53,875 - mmaction - INFO - Epoch [2][140/2505] lr: 5.000e-04, eta: 3 days, 6:41:02, time: 1.937, data_time: 0.004, memory: 8522, top1_acc: 0.2313, top5_acc: 0.4505, loss_cls: 4.4957, loss: 4.4957, grad_norm: 5.3062 2020-07-28 04:48:33,364 - mmaction - INFO - Epoch [2][160/2505] lr: 5.000e-04, eta: 3 days, 6:40:10, time: 1.974, data_time: 0.006, memory: 8522, top1_acc: 0.2531, top5_acc: 0.4542, loss_cls: 4.4728, loss: 4.4728, grad_norm: 5.7743 2020-07-28 04:49:11,992 - mmaction - INFO - Epoch [2][180/2505] lr: 5.000e-04, eta: 3 days, 6:38:32, time: 1.931, data_time: 0.004, memory: 8522, top1_acc: 0.2688, top5_acc: 0.4724, loss_cls: 4.4328, loss: 4.4328, grad_norm: 5.3064 2020-07-28 04:49:50,973 - mmaction - INFO - Epoch [2][200/2505] lr: 5.000e-04, eta: 3 days, 6:37:15, time: 1.949, data_time: 0.007, memory: 8522, top1_acc: 0.2568, top5_acc: 0.4578, loss_cls: 4.4797, loss: 4.4797, grad_norm: 5.7494 2020-07-28 04:50:30,027 - mmaction - INFO - Epoch [2][220/2505] lr: 5.000e-04, eta: 3 days, 6:35:54, time: 1.946, data_time: 0.004, memory: 8522, top1_acc: 0.2563, top5_acc: 0.4813, loss_cls: 4.4059, loss: 4.4059, grad_norm: 5.4632 2020-07-28 04:51:09,182 - mmaction - INFO - Epoch [2][240/2505] lr: 5.000e-04, eta: 3 days, 6:34:53, time: 1.964, data_time: 0.015, memory: 8522, top1_acc: 0.2615, top5_acc: 0.4521, loss_cls: 4.4605, loss: 4.4605, grad_norm: 5.7555 2020-07-28 04:51:48,321 - mmaction - INFO - Epoch [2][260/2505] lr: 5.000e-04, eta: 3 days, 6:33:32, time: 1.944, data_time: 0.005, memory: 8522, top1_acc: 0.2604, top5_acc: 0.4635, loss_cls: 4.4592, loss: 4.4592, grad_norm: 5.5509 2020-07-28 04:52:27,974 - mmaction - INFO - Epoch [2][280/2505] lr: 5.000e-04, eta: 3 days, 6:32:50, time: 1.982, data_time: 0.017, memory: 8522, top1_acc: 0.2531, top5_acc: 0.4583, loss_cls: 4.4463, loss: 4.4463, grad_norm: 5.6509 2020-07-28 04:53:07,322 - mmaction - INFO - Epoch [2][300/2505] lr: 5.000e-04, eta: 3 days, 6:32:07, time: 1.981, data_time: 0.018, memory: 8522, top1_acc: 0.2500, top5_acc: 0.4526, loss_cls: 4.4683, loss: 4.4683, grad_norm: 5.8074 2020-07-28 04:53:46,124 - mmaction - INFO - Epoch [2][320/2505] lr: 5.000e-04, eta: 3 days, 6:30:43, time: 1.940, data_time: 0.004, memory: 8522, top1_acc: 0.2609, top5_acc: 0.4630, loss_cls: 4.4366, loss: 4.4366, grad_norm: 5.7427 2020-07-28 04:54:25,567 - mmaction - INFO - Epoch [2][340/2505] lr: 5.000e-04, eta: 3 days, 6:29:51, time: 1.972, data_time: 0.008, memory: 8522, top1_acc: 0.2687, top5_acc: 0.4661, loss_cls: 4.4148, loss: 4.4148, grad_norm: 5.5446 2020-07-28 04:55:04,781 - mmaction - INFO - Epoch [2][360/2505] lr: 5.000e-04, eta: 3 days, 6:28:49, time: 1.961, data_time: 0.007, memory: 8522, top1_acc: 0.2682, top5_acc: 0.4891, loss_cls: 4.3771, loss: 4.3771, grad_norm: 5.4775 2020-07-28 04:55:44,296 - mmaction - INFO - Epoch [2][380/2505] lr: 5.000e-04, eta: 3 days, 6:28:01, time: 1.976, data_time: 0.005, memory: 8522, top1_acc: 0.2635, top5_acc: 0.4833, loss_cls: 4.3643, loss: 4.3643, grad_norm: 6.1982 2020-07-28 04:56:23,338 - mmaction - INFO - Epoch [2][400/2505] lr: 5.000e-04, eta: 3 days, 6:26:50, time: 1.952, data_time: 0.005, memory: 8522, top1_acc: 0.2693, top5_acc: 0.4776, loss_cls: 4.3570, loss: 4.3570, grad_norm: 5.7754 2020-07-28 04:57:02,692 - mmaction - INFO - Epoch [2][420/2505] lr: 5.000e-04, eta: 3 days, 6:25:55, time: 1.968, data_time: 0.005, memory: 8522, top1_acc: 0.2724, top5_acc: 0.4667, loss_cls: 4.3525, loss: 4.3525, grad_norm: 5.8030 2020-07-28 04:57:41,699 - mmaction - INFO - Epoch [2][440/2505] lr: 5.000e-04, eta: 3 days, 6:24:44, time: 1.950, data_time: 0.004, memory: 8522, top1_acc: 0.2682, top5_acc: 0.4792, loss_cls: 4.3610, loss: 4.3610, grad_norm: 6.0347 2020-07-28 04:58:20,448 - mmaction - INFO - Epoch [2][460/2505] lr: 5.000e-04, eta: 3 days, 6:23:12, time: 1.929, data_time: 0.005, memory: 8522, top1_acc: 0.2635, top5_acc: 0.4844, loss_cls: 4.3520, loss: 4.3520, grad_norm: 6.1484 2020-07-28 04:58:59,334 - mmaction - INFO - Epoch [2][480/2505] lr: 5.000e-04, eta: 3 days, 6:21:54, time: 1.943, data_time: 0.017, memory: 8522, top1_acc: 0.2552, top5_acc: 0.4688, loss_cls: 4.3493, loss: 4.3493, grad_norm: 5.8431 2020-07-28 04:59:38,823 - mmaction - INFO - Epoch [2][500/2505] lr: 5.000e-04, eta: 3 days, 6:21:05, time: 1.973, data_time: 0.015, memory: 8522, top1_acc: 0.2630, top5_acc: 0.4688, loss_cls: 4.3724, loss: 4.3724, grad_norm: 6.1357 2020-07-28 05:00:22,187 - mmaction - INFO - Epoch [2][520/2505] lr: 5.000e-04, eta: 3 days, 6:23:30, time: 2.179, data_time: 0.023, memory: 8522, top1_acc: 0.2703, top5_acc: 0.4745, loss_cls: 4.3018, loss: 4.3018, grad_norm: 6.0413 2020-07-28 05:01:01,017 - mmaction - INFO - Epoch [2][540/2505] lr: 5.000e-04, eta: 3 days, 6:22:12, time: 1.943, data_time: 0.008, memory: 8522, top1_acc: 0.2750, top5_acc: 0.5016, loss_cls: 4.2807, loss: 4.2807, grad_norm: 6.2430 2020-07-28 05:01:39,721 - mmaction - INFO - Epoch [2][560/2505] lr: 5.000e-04, eta: 3 days, 6:20:39, time: 1.925, data_time: 0.005, memory: 8522, top1_acc: 0.2682, top5_acc: 0.4672, loss_cls: 4.3369, loss: 4.3369, grad_norm: 6.1733 2020-07-28 05:02:18,487 - mmaction - INFO - Epoch [2][580/2505] lr: 5.000e-04, eta: 3 days, 6:19:26, time: 1.947, data_time: 0.014, memory: 8522, top1_acc: 0.2729, top5_acc: 0.5031, loss_cls: 4.2526, loss: 4.2526, grad_norm: 6.2079 2020-07-28 05:02:57,305 - mmaction - INFO - Epoch [2][600/2505] lr: 5.000e-04, eta: 3 days, 6:18:09, time: 1.942, data_time: 0.005, memory: 8522, top1_acc: 0.2828, top5_acc: 0.5010, loss_cls: 4.2699, loss: 4.2699, grad_norm: 6.1383 2020-07-28 05:03:37,021 - mmaction - INFO - Epoch [2][620/2505] lr: 5.000e-04, eta: 3 days, 6:17:32, time: 1.986, data_time: 0.005, memory: 8522, top1_acc: 0.2687, top5_acc: 0.4885, loss_cls: 4.2499, loss: 4.2499, grad_norm: 6.0301 2020-07-28 05:04:15,683 - mmaction - INFO - Epoch [2][640/2505] lr: 5.000e-04, eta: 3 days, 6:16:08, time: 1.933, data_time: 0.008, memory: 8522, top1_acc: 0.2932, top5_acc: 0.4854, loss_cls: 4.2676, loss: 4.2676, grad_norm: 6.1932 2020-07-28 05:04:55,000 - mmaction - INFO - Epoch [2][660/2505] lr: 5.000e-04, eta: 3 days, 6:15:14, time: 1.966, data_time: 0.009, memory: 8522, top1_acc: 0.2656, top5_acc: 0.4901, loss_cls: 4.2559, loss: 4.2559, grad_norm: 6.0388 2020-07-28 05:05:34,390 - mmaction - INFO - Epoch [2][680/2505] lr: 5.000e-04, eta: 3 days, 6:14:23, time: 1.969, data_time: 0.004, memory: 8522, top1_acc: 0.2766, top5_acc: 0.4865, loss_cls: 4.2597, loss: 4.2597, grad_norm: 6.1080 2020-07-28 05:06:13,340 - mmaction - INFO - Epoch [2][700/2505] lr: 5.000e-04, eta: 3 days, 6:13:12, time: 1.947, data_time: 0.007, memory: 8522, top1_acc: 0.2724, top5_acc: 0.4818, loss_cls: 4.2736, loss: 4.2736, grad_norm: 6.0868 2020-07-28 05:06:53,307 - mmaction - INFO - Epoch [2][720/2505] lr: 5.000e-04, eta: 3 days, 6:12:47, time: 1.999, data_time: 0.005, memory: 8522, top1_acc: 0.2578, top5_acc: 0.4578, loss_cls: 4.2929, loss: 4.2929, grad_norm: 6.3304 2020-07-28 05:07:31,943 - mmaction - INFO - Epoch [2][740/2505] lr: 5.000e-04, eta: 3 days, 6:11:24, time: 1.932, data_time: 0.004, memory: 8522, top1_acc: 0.3000, top5_acc: 0.4984, loss_cls: 4.2017, loss: 4.2017, grad_norm: 6.1913 2020-07-28 05:08:11,572 - mmaction - INFO - Epoch [2][760/2505] lr: 5.000e-04, eta: 3 days, 6:10:38, time: 1.975, data_time: 0.005, memory: 8522, top1_acc: 0.2724, top5_acc: 0.4859, loss_cls: 4.2355, loss: 4.2355, grad_norm: 6.3191 2020-07-28 05:08:50,469 - mmaction - INFO - Epoch [2][780/2505] lr: 5.000e-04, eta: 3 days, 6:09:23, time: 1.941, data_time: 0.012, memory: 8522, top1_acc: 0.2812, top5_acc: 0.4979, loss_cls: 4.2216, loss: 4.2216, grad_norm: 6.4621 2020-07-28 05:09:29,714 - mmaction - INFO - Epoch [2][800/2505] lr: 5.000e-04, eta: 3 days, 6:08:27, time: 1.962, data_time: 0.018, memory: 8522, top1_acc: 0.2807, top5_acc: 0.5135, loss_cls: 4.1745, loss: 4.1745, grad_norm: 6.3989 2020-07-28 05:10:09,922 - mmaction - INFO - Epoch [2][820/2505] lr: 5.000e-04, eta: 3 days, 6:08:21, time: 2.020, data_time: 0.016, memory: 8522, top1_acc: 0.2917, top5_acc: 0.5031, loss_cls: 4.2043, loss: 4.2043, grad_norm: 6.2955 2020-07-28 05:10:49,141 - mmaction - INFO - Epoch [2][840/2505] lr: 5.000e-04, eta: 3 days, 6:07:24, time: 1.961, data_time: 0.004, memory: 8522, top1_acc: 0.2922, top5_acc: 0.5016, loss_cls: 4.2068, loss: 4.2068, grad_norm: 6.5600 2020-07-28 05:11:27,996 - mmaction - INFO - Epoch [2][860/2505] lr: 5.000e-04, eta: 3 days, 6:06:12, time: 1.943, data_time: 0.004, memory: 8522, top1_acc: 0.2932, top5_acc: 0.5026, loss_cls: 4.1939, loss: 4.1939, grad_norm: 6.6419 2020-07-28 05:12:07,521 - mmaction - INFO - Epoch [2][880/2505] lr: 5.000e-04, eta: 3 days, 6:05:29, time: 1.976, data_time: 0.005, memory: 8522, top1_acc: 0.2927, top5_acc: 0.5182, loss_cls: 4.1244, loss: 4.1244, grad_norm: 6.2828 2020-07-28 05:12:46,409 - mmaction - INFO - Epoch [2][900/2505] lr: 5.000e-04, eta: 3 days, 6:04:19, time: 1.945, data_time: 0.006, memory: 8522, top1_acc: 0.2802, top5_acc: 0.5068, loss_cls: 4.1812, loss: 4.1812, grad_norm: 6.7488 2020-07-28 05:13:25,696 - mmaction - INFO - Epoch [2][920/2505] lr: 5.000e-04, eta: 3 days, 6:03:25, time: 1.964, data_time: 0.004, memory: 8522, top1_acc: 0.2885, top5_acc: 0.5000, loss_cls: 4.1368, loss: 4.1368, grad_norm: 6.3933 2020-07-28 05:14:05,217 - mmaction - INFO - Epoch [2][940/2505] lr: 5.000e-04, eta: 3 days, 6:02:41, time: 1.976, data_time: 0.011, memory: 8522, top1_acc: 0.2995, top5_acc: 0.5208, loss_cls: 4.1114, loss: 4.1114, grad_norm: 6.4701 2020-07-28 05:14:44,230 - mmaction - INFO - Epoch [2][960/2505] lr: 5.000e-04, eta: 3 days, 6:01:37, time: 1.951, data_time: 0.004, memory: 8522, top1_acc: 0.2833, top5_acc: 0.4911, loss_cls: 4.2120, loss: 4.2120, grad_norm: 6.1394 2020-07-28 05:15:22,879 - mmaction - INFO - Epoch [2][980/2505] lr: 5.000e-04, eta: 3 days, 6:00:18, time: 1.932, data_time: 0.004, memory: 8522, top1_acc: 0.3042, top5_acc: 0.5266, loss_cls: 4.0923, loss: 4.0923, grad_norm: 6.5106 2020-07-28 05:16:01,935 - mmaction - INFO - Epoch [2][1000/2505] lr: 5.000e-04, eta: 3 days, 5:59:12, time: 1.948, data_time: 0.006, memory: 8522, top1_acc: 0.3057, top5_acc: 0.5266, loss_cls: 4.0447, loss: 4.0447, grad_norm: 6.7105 2020-07-28 05:16:40,940 - mmaction - INFO - Epoch [2][1020/2505] lr: 5.000e-04, eta: 3 days, 5:58:04, time: 1.945, data_time: 0.016, memory: 8522, top1_acc: 0.2984, top5_acc: 0.5344, loss_cls: 4.0646, loss: 4.0646, grad_norm: 6.8165 2020-07-28 05:17:20,641 - mmaction - INFO - Epoch [2][1040/2505] lr: 5.000e-04, eta: 3 days, 5:57:29, time: 1.986, data_time: 0.018, memory: 8522, top1_acc: 0.3031, top5_acc: 0.5161, loss_cls: 4.0838, loss: 4.0838, grad_norm: 7.0872 2020-07-28 05:18:00,428 - mmaction - INFO - Epoch [2][1060/2505] lr: 5.000e-04, eta: 3 days, 5:56:55, time: 1.987, data_time: 0.015, memory: 8522, top1_acc: 0.3005, top5_acc: 0.5229, loss_cls: 4.0561, loss: 4.0561, grad_norm: 6.5756 2020-07-28 05:18:39,284 - mmaction - INFO - Epoch [2][1080/2505] lr: 5.000e-04, eta: 3 days, 5:55:56, time: 1.956, data_time: 0.017, memory: 8522, top1_acc: 0.2797, top5_acc: 0.5005, loss_cls: 4.1058, loss: 4.1058, grad_norm: 6.7448 2020-07-28 05:19:18,410 - mmaction - INFO - Epoch [2][1100/2505] lr: 5.000e-04, eta: 3 days, 5:54:58, time: 1.956, data_time: 0.004, memory: 8522, top1_acc: 0.2922, top5_acc: 0.5125, loss_cls: 4.0889, loss: 4.0889, grad_norm: 6.7307 2020-07-28 05:19:57,901 - mmaction - INFO - Epoch [2][1120/2505] lr: 5.000e-04, eta: 3 days, 5:54:15, time: 1.975, data_time: 0.008, memory: 8522, top1_acc: 0.2917, top5_acc: 0.5266, loss_cls: 4.0311, loss: 4.0311, grad_norm: 6.9672 2020-07-28 05:20:36,890 - mmaction - INFO - Epoch [2][1140/2505] lr: 5.000e-04, eta: 3 days, 5:53:11, time: 1.949, data_time: 0.007, memory: 8522, top1_acc: 0.3063, top5_acc: 0.5188, loss_cls: 4.0501, loss: 4.0501, grad_norm: 6.9263 2020-07-28 05:21:16,006 - mmaction - INFO - Epoch [2][1160/2505] lr: 5.000e-04, eta: 3 days, 5:52:13, time: 1.956, data_time: 0.005, memory: 8522, top1_acc: 0.3057, top5_acc: 0.5208, loss_cls: 4.0629, loss: 4.0629, grad_norm: 6.9834 2020-07-28 05:21:54,936 - mmaction - INFO - Epoch [2][1180/2505] lr: 5.000e-04, eta: 3 days, 5:51:08, time: 1.947, data_time: 0.005, memory: 8522, top1_acc: 0.2995, top5_acc: 0.5146, loss_cls: 4.0567, loss: 4.0567, grad_norm: 6.9620 2020-07-28 05:22:34,179 - mmaction - INFO - Epoch [2][1200/2505] lr: 5.000e-04, eta: 3 days, 5:50:16, time: 1.962, data_time: 0.005, memory: 8522, top1_acc: 0.2906, top5_acc: 0.5255, loss_cls: 4.0617, loss: 4.0617, grad_norm: 7.3474 2020-07-28 05:23:12,936 - mmaction - INFO - Epoch [2][1220/2505] lr: 5.000e-04, eta: 3 days, 5:48:59, time: 1.930, data_time: 0.005, memory: 8522, top1_acc: 0.3089, top5_acc: 0.5193, loss_cls: 4.0301, loss: 4.0301, grad_norm: 6.8948 2020-07-28 05:23:51,599 - mmaction - INFO - Epoch [2][1240/2505] lr: 5.000e-04, eta: 3 days, 5:47:42, time: 1.929, data_time: 0.014, memory: 8522, top1_acc: 0.2969, top5_acc: 0.5031, loss_cls: 4.0751, loss: 4.0751, grad_norm: 7.0866 2020-07-28 05:24:31,470 - mmaction - INFO - Epoch [2][1260/2505] lr: 5.000e-04, eta: 3 days, 5:47:10, time: 1.988, data_time: 0.019, memory: 8522, top1_acc: 0.3057, top5_acc: 0.5370, loss_cls: 3.9657, loss: 3.9657, grad_norm: 7.3429 2020-07-28 05:25:10,927 - mmaction - INFO - Epoch [2][1280/2505] lr: 5.000e-04, eta: 3 days, 5:46:38, time: 1.989, data_time: 0.022, memory: 8522, top1_acc: 0.3141, top5_acc: 0.5161, loss_cls: 4.0196, loss: 4.0196, grad_norm: 7.3392 2020-07-28 05:25:49,643 - mmaction - INFO - Epoch [2][1300/2505] lr: 5.000e-04, eta: 3 days, 5:45:26, time: 1.935, data_time: 0.005, memory: 8522, top1_acc: 0.3146, top5_acc: 0.5276, loss_cls: 4.0073, loss: 4.0073, grad_norm: 6.8729 2020-07-28 05:26:28,984 - mmaction - INFO - Epoch [2][1320/2505] lr: 5.000e-04, eta: 3 days, 5:44:39, time: 1.968, data_time: 0.005, memory: 8522, top1_acc: 0.3104, top5_acc: 0.5333, loss_cls: 3.9738, loss: 3.9738, grad_norm: 7.0540 2020-07-28 05:27:07,797 - mmaction - INFO - Epoch [2][1340/2505] lr: 5.000e-04, eta: 3 days, 5:43:30, time: 1.940, data_time: 0.008, memory: 8522, top1_acc: 0.2948, top5_acc: 0.5271, loss_cls: 3.9957, loss: 3.9957, grad_norm: 7.2624 2020-07-28 05:27:47,150 - mmaction - INFO - Epoch [2][1360/2505] lr: 5.000e-04, eta: 3 days, 5:42:44, time: 1.969, data_time: 0.007, memory: 8522, top1_acc: 0.3047, top5_acc: 0.5120, loss_cls: 4.0243, loss: 4.0243, grad_norm: 7.1662 2020-07-28 05:28:25,834 - mmaction - INFO - Epoch [2][1380/2505] lr: 5.000e-04, eta: 3 days, 5:41:32, time: 1.934, data_time: 0.004, memory: 8522, top1_acc: 0.3203, top5_acc: 0.5292, loss_cls: 3.9602, loss: 3.9602, grad_norm: 7.0350 2020-07-28 05:29:05,463 - mmaction - INFO - Epoch [2][1400/2505] lr: 5.000e-04, eta: 3 days, 5:40:55, time: 1.982, data_time: 0.007, memory: 8522, top1_acc: 0.2984, top5_acc: 0.5172, loss_cls: 3.9804, loss: 3.9804, grad_norm: 7.3703 2020-07-28 05:29:44,107 - mmaction - INFO - Epoch [2][1420/2505] lr: 5.000e-04, eta: 3 days, 5:39:43, time: 1.932, data_time: 0.006, memory: 8522, top1_acc: 0.3260, top5_acc: 0.5255, loss_cls: 3.9283, loss: 3.9283, grad_norm: 7.2317 2020-07-28 05:30:23,639 - mmaction - INFO - Epoch [2][1440/2505] lr: 5.000e-04, eta: 3 days, 5:38:56, time: 1.967, data_time: 0.007, memory: 8522, top1_acc: 0.3104, top5_acc: 0.5208, loss_cls: 3.9424, loss: 3.9424, grad_norm: 7.4019 2020-07-28 05:31:02,595 - mmaction - INFO - Epoch [2][1460/2505] lr: 5.000e-04, eta: 3 days, 5:37:53, time: 1.946, data_time: 0.014, memory: 8522, top1_acc: 0.3115, top5_acc: 0.5250, loss_cls: 3.9362, loss: 3.9362, grad_norm: 6.8881 2020-07-28 05:31:41,923 - mmaction - INFO - Epoch [2][1480/2505] lr: 5.000e-04, eta: 3 days, 5:37:07, time: 1.968, data_time: 0.016, memory: 8522, top1_acc: 0.3219, top5_acc: 0.5427, loss_cls: 3.9020, loss: 3.9020, grad_norm: 7.3287 2020-07-28 05:32:20,535 - mmaction - INFO - Epoch [2][1500/2505] lr: 5.000e-04, eta: 3 days, 5:36:01, time: 1.941, data_time: 0.016, memory: 8522, top1_acc: 0.3219, top5_acc: 0.5323, loss_cls: 3.9180, loss: 3.9180, grad_norm: 7.4858 2020-07-28 05:32:59,703 - mmaction - INFO - Epoch [2][1520/2505] lr: 5.000e-04, eta: 3 days, 5:35:09, time: 1.959, data_time: 0.006, memory: 8522, top1_acc: 0.3083, top5_acc: 0.5266, loss_cls: 3.9344, loss: 3.9344, grad_norm: 7.7107 2020-07-28 05:33:39,136 - mmaction - INFO - Epoch [2][1540/2505] lr: 5.000e-04, eta: 3 days, 5:34:25, time: 1.971, data_time: 0.008, memory: 8522, top1_acc: 0.3245, top5_acc: 0.5292, loss_cls: 3.9039, loss: 3.9039, grad_norm: 7.3960 2020-07-28 05:34:18,033 - mmaction - INFO - Epoch [2][1560/2505] lr: 5.000e-04, eta: 3 days, 5:33:23, time: 1.945, data_time: 0.005, memory: 8522, top1_acc: 0.3031, top5_acc: 0.5292, loss_cls: 3.9521, loss: 3.9521, grad_norm: 7.4199 2020-07-28 05:34:57,305 - mmaction - INFO - Epoch [2][1580/2505] lr: 5.000e-04, eta: 3 days, 5:32:34, time: 1.963, data_time: 0.005, memory: 8522, top1_acc: 0.3135, top5_acc: 0.5292, loss_cls: 3.9169, loss: 3.9169, grad_norm: 7.2662 2020-07-28 05:35:36,129 - mmaction - INFO - Epoch [2][1600/2505] lr: 5.000e-04, eta: 3 days, 5:31:30, time: 1.942, data_time: 0.007, memory: 8522, top1_acc: 0.3323, top5_acc: 0.5438, loss_cls: 3.8956, loss: 3.8956, grad_norm: 7.2751 2020-07-28 05:36:15,368 - mmaction - INFO - Epoch [2][1620/2505] lr: 5.000e-04, eta: 3 days, 5:30:40, time: 1.962, data_time: 0.004, memory: 8522, top1_acc: 0.3146, top5_acc: 0.5339, loss_cls: 3.9158, loss: 3.9158, grad_norm: 7.3464 2020-07-28 05:36:54,123 - mmaction - INFO - Epoch [2][1640/2505] lr: 5.000e-04, eta: 3 days, 5:29:34, time: 1.938, data_time: 0.004, memory: 8522, top1_acc: 0.3172, top5_acc: 0.5396, loss_cls: 3.8915, loss: 3.8915, grad_norm: 7.3320 2020-07-28 05:37:33,292 - mmaction - INFO - Epoch [2][1660/2505] lr: 5.000e-04, eta: 3 days, 5:28:36, time: 1.949, data_time: 0.005, memory: 8522, top1_acc: 0.3339, top5_acc: 0.5432, loss_cls: 3.8348, loss: 3.8348, grad_norm: 7.2102 2020-07-28 05:38:12,408 - mmaction - INFO - Epoch [2][1680/2505] lr: 5.000e-04, eta: 3 days, 5:27:40, time: 1.952, data_time: 0.014, memory: 8522, top1_acc: 0.3302, top5_acc: 0.5323, loss_cls: 3.8946, loss: 3.8946, grad_norm: 7.5736 2020-07-28 05:38:51,531 - mmaction - INFO - Epoch [2][1700/2505] lr: 5.000e-04, eta: 3 days, 5:26:56, time: 1.969, data_time: 0.022, memory: 8522, top1_acc: 0.3255, top5_acc: 0.5542, loss_cls: 3.8292, loss: 3.8292, grad_norm: 7.9447 2020-07-28 05:39:30,758 - mmaction - INFO - Epoch [2][1720/2505] lr: 5.000e-04, eta: 3 days, 5:26:07, time: 1.962, data_time: 0.004, memory: 8522, top1_acc: 0.2953, top5_acc: 0.5182, loss_cls: 3.9617, loss: 3.9617, grad_norm: 7.7695 2020-07-28 05:40:10,346 - mmaction - INFO - Epoch [2][1740/2505] lr: 5.000e-04, eta: 3 days, 5:25:29, time: 1.980, data_time: 0.008, memory: 8522, top1_acc: 0.3286, top5_acc: 0.5344, loss_cls: 3.8937, loss: 3.8937, grad_norm: 7.7770 2020-07-28 05:40:48,944 - mmaction - INFO - Epoch [2][1760/2505] lr: 5.000e-04, eta: 3 days, 5:24:19, time: 1.930, data_time: 0.008, memory: 8522, top1_acc: 0.3281, top5_acc: 0.5526, loss_cls: 3.8211, loss: 3.8211, grad_norm: 7.7967 2020-07-28 05:41:28,717 - mmaction - INFO - Epoch [2][1780/2505] lr: 5.000e-04, eta: 3 days, 5:23:48, time: 1.988, data_time: 0.006, memory: 8522, top1_acc: 0.3302, top5_acc: 0.5427, loss_cls: 3.8262, loss: 3.8262, grad_norm: 7.5359 2020-07-28 05:42:07,899 - mmaction - INFO - Epoch [2][1800/2505] lr: 5.000e-04, eta: 3 days, 5:22:57, time: 1.959, data_time: 0.006, memory: 8522, top1_acc: 0.3156, top5_acc: 0.5354, loss_cls: 3.8578, loss: 3.8578, grad_norm: 7.4843 2020-07-28 05:42:48,691 - mmaction - INFO - Epoch [2][1820/2505] lr: 5.000e-04, eta: 3 days, 5:22:59, time: 2.040, data_time: 0.005, memory: 8522, top1_acc: 0.3260, top5_acc: 0.5417, loss_cls: 3.8089, loss: 3.8089, grad_norm: 8.0306 2020-07-28 05:43:27,246 - mmaction - INFO - Epoch [2][1840/2505] lr: 5.000e-04, eta: 3 days, 5:21:48, time: 1.928, data_time: 0.008, memory: 8522, top1_acc: 0.3333, top5_acc: 0.5328, loss_cls: 3.8468, loss: 3.8468, grad_norm: 7.9364 2020-07-28 05:44:06,031 - mmaction - INFO - Epoch [2][1860/2505] lr: 5.000e-04, eta: 3 days, 5:20:45, time: 1.939, data_time: 0.008, memory: 8522, top1_acc: 0.3286, top5_acc: 0.5354, loss_cls: 3.8394, loss: 3.8394, grad_norm: 7.6414 2020-07-28 05:44:44,984 - mmaction - INFO - Epoch [2][1880/2505] lr: 5.000e-04, eta: 3 days, 5:19:41, time: 1.938, data_time: 0.004, memory: 8522, top1_acc: 0.3255, top5_acc: 0.5443, loss_cls: 3.8139, loss: 3.8139, grad_norm: 7.9216 2020-07-28 05:45:25,075 - mmaction - INFO - Epoch [2][1900/2505] lr: 5.000e-04, eta: 3 days, 5:19:19, time: 2.004, data_time: 0.014, memory: 8522, top1_acc: 0.3479, top5_acc: 0.5620, loss_cls: 3.7892, loss: 3.7892, grad_norm: 7.7071 2020-07-28 05:46:04,022 - mmaction - INFO - Epoch [2][1920/2505] lr: 5.000e-04, eta: 3 days, 5:18:22, time: 1.948, data_time: 0.016, memory: 8522, top1_acc: 0.3307, top5_acc: 0.5385, loss_cls: 3.8247, loss: 3.8247, grad_norm: 8.3140 2020-07-28 05:46:42,498 - mmaction - INFO - Epoch [2][1940/2505] lr: 5.000e-04, eta: 3 days, 5:17:16, time: 1.934, data_time: 0.014, memory: 8522, top1_acc: 0.3354, top5_acc: 0.5443, loss_cls: 3.7952, loss: 3.7952, grad_norm: 7.8629 2020-07-28 05:47:21,332 - mmaction - INFO - Epoch [2][1960/2505] lr: 5.000e-04, eta: 3 days, 5:16:16, time: 1.942, data_time: 0.005, memory: 8522, top1_acc: 0.3370, top5_acc: 0.5339, loss_cls: 3.8306, loss: 3.8306, grad_norm: 7.7618 2020-07-28 05:48:00,571 - mmaction - INFO - Epoch [2][1980/2505] lr: 5.000e-04, eta: 3 days, 5:15:27, time: 1.962, data_time: 0.009, memory: 8522, top1_acc: 0.3370, top5_acc: 0.5714, loss_cls: 3.7229, loss: 3.7229, grad_norm: 8.0643 2020-07-28 05:48:39,216 - mmaction - INFO - Epoch [2][2000/2505] lr: 5.000e-04, eta: 3 days, 5:14:21, time: 1.932, data_time: 0.005, memory: 8522, top1_acc: 0.3370, top5_acc: 0.5536, loss_cls: 3.7921, loss: 3.7921, grad_norm: 8.2121 2020-07-28 05:49:18,548 - mmaction - INFO - Epoch [2][2020/2505] lr: 5.000e-04, eta: 3 days, 5:13:36, time: 1.967, data_time: 0.004, memory: 8522, top1_acc: 0.3594, top5_acc: 0.5630, loss_cls: 3.7139, loss: 3.7139, grad_norm: 8.2687 2020-07-28 05:49:57,367 - mmaction - INFO - Epoch [2][2040/2505] lr: 5.000e-04, eta: 3 days, 5:12:36, time: 1.941, data_time: 0.005, memory: 8522, top1_acc: 0.3391, top5_acc: 0.5526, loss_cls: 3.7458, loss: 3.7458, grad_norm: 8.2520 2020-07-28 05:50:36,535 - mmaction - INFO - Epoch [2][2060/2505] lr: 5.000e-04, eta: 3 days, 5:11:46, time: 1.959, data_time: 0.005, memory: 8522, top1_acc: 0.3448, top5_acc: 0.5583, loss_cls: 3.7196, loss: 3.7196, grad_norm: 8.7566 2020-07-28 05:51:15,573 - mmaction - INFO - Epoch [2][2080/2505] lr: 5.000e-04, eta: 3 days, 5:10:52, time: 1.951, data_time: 0.005, memory: 8522, top1_acc: 0.3391, top5_acc: 0.5505, loss_cls: 3.7393, loss: 3.7393, grad_norm: 8.1908 2020-07-28 05:51:54,588 - mmaction - INFO - Epoch [2][2100/2505] lr: 5.000e-04, eta: 3 days, 5:09:52, time: 1.942, data_time: 0.006, memory: 8522, top1_acc: 0.3354, top5_acc: 0.5505, loss_cls: 3.7414, loss: 3.7414, grad_norm: 8.1454 2020-07-28 05:52:33,540 - mmaction - INFO - Epoch [2][2120/2505] lr: 5.000e-04, eta: 3 days, 5:08:55, time: 1.946, data_time: 0.014, memory: 8522, top1_acc: 0.3516, top5_acc: 0.5427, loss_cls: 3.8022, loss: 3.8022, grad_norm: 8.2021 2020-07-28 05:53:12,395 - mmaction - INFO - Epoch [2][2140/2505] lr: 5.000e-04, eta: 3 days, 5:08:04, time: 1.954, data_time: 0.016, memory: 8522, top1_acc: 0.3375, top5_acc: 0.5599, loss_cls: 3.7233, loss: 3.7233, grad_norm: 7.9992 2020-07-28 05:53:51,559 - mmaction - INFO - Epoch [2][2160/2505] lr: 5.000e-04, eta: 3 days, 5:07:15, time: 1.959, data_time: 0.005, memory: 8522, top1_acc: 0.3313, top5_acc: 0.5380, loss_cls: 3.7604, loss: 3.7604, grad_norm: 8.0020 2020-07-28 05:54:30,215 - mmaction - INFO - Epoch [2][2180/2505] lr: 5.000e-04, eta: 3 days, 5:06:10, time: 1.933, data_time: 0.006, memory: 8522, top1_acc: 0.3349, top5_acc: 0.5385, loss_cls: 3.7381, loss: 3.7381, grad_norm: 8.4821 2020-07-28 05:55:09,508 - mmaction - INFO - Epoch [2][2200/2505] lr: 5.000e-04, eta: 3 days, 5:05:25, time: 1.965, data_time: 0.006, memory: 8522, top1_acc: 0.3432, top5_acc: 0.5625, loss_cls: 3.6572, loss: 3.6572, grad_norm: 7.9941 2020-07-28 05:55:48,219 - mmaction - INFO - Epoch [2][2220/2505] lr: 5.000e-04, eta: 3 days, 5:04:22, time: 1.936, data_time: 0.008, memory: 8522, top1_acc: 0.3458, top5_acc: 0.5380, loss_cls: 3.7169, loss: 3.7169, grad_norm: 8.6096 2020-07-28 05:56:27,137 - mmaction - INFO - Epoch [2][2240/2505] lr: 5.000e-04, eta: 3 days, 5:03:26, time: 1.946, data_time: 0.005, memory: 8522, top1_acc: 0.3432, top5_acc: 0.5677, loss_cls: 3.6883, loss: 3.6883, grad_norm: 8.3980 2020-07-28 05:57:05,640 - mmaction - INFO - Epoch [2][2260/2505] lr: 5.000e-04, eta: 3 days, 5:02:18, time: 1.925, data_time: 0.004, memory: 8522, top1_acc: 0.3359, top5_acc: 0.5516, loss_cls: 3.7169, loss: 3.7169, grad_norm: 8.0112 2020-07-28 05:57:44,852 - mmaction - INFO - Epoch [2][2280/2505] lr: 5.000e-04, eta: 3 days, 5:01:26, time: 1.951, data_time: 0.004, memory: 8522, top1_acc: 0.3411, top5_acc: 0.5417, loss_cls: 3.7357, loss: 3.7357, grad_norm: 8.3524 2020-07-28 05:58:24,521 - mmaction - INFO - Epoch [2][2300/2505] lr: 5.000e-04, eta: 3 days, 5:00:50, time: 1.980, data_time: 0.014, memory: 8522, top1_acc: 0.3464, top5_acc: 0.5698, loss_cls: 3.7182, loss: 3.7182, grad_norm: 7.9481 2020-07-28 05:59:03,387 - mmaction - INFO - Epoch [2][2320/2505] lr: 5.000e-04, eta: 3 days, 5:00:00, time: 1.956, data_time: 0.018, memory: 8522, top1_acc: 0.3526, top5_acc: 0.5531, loss_cls: 3.6800, loss: 3.6800, grad_norm: 8.5113 2020-07-28 05:59:42,596 - mmaction - INFO - Epoch [2][2340/2505] lr: 5.000e-04, eta: 3 days, 4:59:13, time: 1.961, data_time: 0.004, memory: 8522, top1_acc: 0.3391, top5_acc: 0.5568, loss_cls: 3.6644, loss: 3.6644, grad_norm: 8.1171 2020-07-28 06:00:24,954 - mmaction - INFO - Epoch [2][2360/2505] lr: 5.000e-04, eta: 3 days, 4:59:50, time: 2.105, data_time: 0.012, memory: 8522, top1_acc: 0.3312, top5_acc: 0.5635, loss_cls: 3.6907, loss: 3.6907, grad_norm: 8.5721 2020-07-28 06:01:04,899 - mmaction - INFO - Epoch [2][2380/2505] lr: 5.000e-04, eta: 3 days, 4:59:24, time: 1.997, data_time: 0.021, memory: 8522, top1_acc: 0.3594, top5_acc: 0.5698, loss_cls: 3.6464, loss: 3.6464, grad_norm: 8.5700 2020-07-28 06:01:44,606 - mmaction - INFO - Epoch [2][2400/2505] lr: 5.000e-04, eta: 3 days, 4:58:51, time: 1.985, data_time: 0.017, memory: 8522, top1_acc: 0.3411, top5_acc: 0.5552, loss_cls: 3.6738, loss: 3.6738, grad_norm: 8.6449 2020-07-28 06:02:23,180 - mmaction - INFO - Epoch [2][2420/2505] lr: 5.000e-04, eta: 3 days, 4:57:53, time: 1.941, data_time: 0.017, memory: 8522, top1_acc: 0.3521, top5_acc: 0.5635, loss_cls: 3.6459, loss: 3.6459, grad_norm: 8.5169 2020-07-28 06:03:02,246 - mmaction - INFO - Epoch [2][2440/2505] lr: 5.000e-04, eta: 3 days, 4:57:02, time: 1.953, data_time: 0.006, memory: 8522, top1_acc: 0.3500, top5_acc: 0.5578, loss_cls: 3.6997, loss: 3.6997, grad_norm: 8.6643 2020-07-28 06:03:40,817 - mmaction - INFO - Epoch [2][2460/2505] lr: 5.000e-04, eta: 3 days, 4:55:56, time: 1.929, data_time: 0.009, memory: 8522, top1_acc: 0.3391, top5_acc: 0.5625, loss_cls: 3.6899, loss: 3.6899, grad_norm: 8.3326 2020-07-28 06:04:20,158 - mmaction - INFO - Epoch [2][2480/2505] lr: 5.000e-04, eta: 3 days, 4:55:13, time: 1.967, data_time: 0.007, memory: 8522, top1_acc: 0.3526, top5_acc: 0.5604, loss_cls: 3.6357, loss: 3.6357, grad_norm: 8.4831 2020-07-28 06:04:59,103 - mmaction - INFO - Epoch [2][2500/2505] lr: 5.000e-04, eta: 3 days, 4:54:18, time: 1.946, data_time: 0.006, memory: 8522, top1_acc: 0.3583, top5_acc: 0.5734, loss_cls: 3.6141, loss: 3.6141, grad_norm: 8.9807 2020-07-28 06:05:13,659 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-07-28 06:06:35,396 - mmaction - INFO - Epoch [3][20/2505] lr: 5.000e-04, eta: 3 days, 5:08:18, time: 4.061, data_time: 2.072, memory: 8522, top1_acc: 0.3448, top5_acc: 0.5672, loss_cls: 3.6538, loss: 3.6538, grad_norm: 8.7770 2020-07-28 06:07:15,457 - mmaction - INFO - Epoch [3][40/2505] lr: 5.000e-04, eta: 3 days, 5:07:44, time: 1.991, data_time: 0.009, memory: 8522, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 3.5773, loss: 3.5773, grad_norm: 9.1307 2020-07-28 06:07:55,340 - mmaction - INFO - Epoch [3][60/2505] lr: 5.000e-04, eta: 3 days, 5:07:12, time: 1.994, data_time: 0.021, memory: 8522, top1_acc: 0.3792, top5_acc: 0.5901, loss_cls: 3.5578, loss: 3.5578, grad_norm: 8.8325 2020-07-28 06:08:34,669 - mmaction - INFO - Epoch [3][80/2505] lr: 5.000e-04, eta: 3 days, 5:06:32, time: 1.979, data_time: 0.017, memory: 8522, top1_acc: 0.3516, top5_acc: 0.5646, loss_cls: 3.6391, loss: 3.6391, grad_norm: 8.9978 2020-07-28 06:09:13,567 - mmaction - INFO - Epoch [3][100/2505] lr: 5.000e-04, eta: 3 days, 5:05:34, time: 1.945, data_time: 0.004, memory: 8522, top1_acc: 0.3578, top5_acc: 0.5698, loss_cls: 3.5654, loss: 3.5654, grad_norm: 8.8851 2020-07-28 06:09:53,235 - mmaction - INFO - Epoch [3][120/2505] lr: 5.000e-04, eta: 3 days, 5:04:56, time: 1.983, data_time: 0.006, memory: 8522, top1_acc: 0.3677, top5_acc: 0.5891, loss_cls: 3.5828, loss: 3.5828, grad_norm: 8.4828 2020-07-28 06:10:33,294 - mmaction - INFO - Epoch [3][140/2505] lr: 5.000e-04, eta: 3 days, 5:04:29, time: 2.002, data_time: 0.009, memory: 8522, top1_acc: 0.3484, top5_acc: 0.5604, loss_cls: 3.6120, loss: 3.6120, grad_norm: 8.7838 2020-07-28 06:11:12,307 - mmaction - INFO - Epoch [3][160/2505] lr: 5.000e-04, eta: 3 days, 5:03:33, time: 1.951, data_time: 0.011, memory: 8522, top1_acc: 0.3547, top5_acc: 0.5776, loss_cls: 3.5790, loss: 3.5790, grad_norm: 8.9279 2020-07-28 06:11:51,388 - mmaction - INFO - Epoch [3][180/2505] lr: 5.000e-04, eta: 3 days, 5:02:40, time: 1.954, data_time: 0.005, memory: 8522, top1_acc: 0.3536, top5_acc: 0.5630, loss_cls: 3.5823, loss: 3.5823, grad_norm: 8.7411 2020-07-28 06:12:30,584 - mmaction - INFO - Epoch [3][200/2505] lr: 5.000e-04, eta: 3 days, 5:01:49, time: 1.960, data_time: 0.008, memory: 8522, top1_acc: 0.3755, top5_acc: 0.5802, loss_cls: 3.5449, loss: 3.5449, grad_norm: 8.7465 2020-07-28 06:13:09,717 - mmaction - INFO - Epoch [3][220/2505] lr: 5.000e-04, eta: 3 days, 5:00:58, time: 1.957, data_time: 0.009, memory: 8522, top1_acc: 0.3573, top5_acc: 0.5938, loss_cls: 3.5396, loss: 3.5396, grad_norm: 9.0558 2020-07-28 06:13:48,575 - mmaction - INFO - Epoch [3][240/2505] lr: 5.000e-04, eta: 3 days, 4:59:58, time: 1.943, data_time: 0.004, memory: 8522, top1_acc: 0.3630, top5_acc: 0.5766, loss_cls: 3.5783, loss: 3.5783, grad_norm: 8.8821 2020-07-28 06:14:27,611 - mmaction - INFO - Epoch [3][260/2505] lr: 5.000e-04, eta: 3 days, 4:59:00, time: 1.944, data_time: 0.004, memory: 8522, top1_acc: 0.3635, top5_acc: 0.5781, loss_cls: 3.5778, loss: 3.5778, grad_norm: 9.4453 2020-07-28 06:15:06,638 - mmaction - INFO - Epoch [3][280/2505] lr: 5.000e-04, eta: 3 days, 4:58:10, time: 1.959, data_time: 0.012, memory: 8522, top1_acc: 0.3688, top5_acc: 0.5911, loss_cls: 3.5289, loss: 3.5289, grad_norm: 9.2957 2020-07-28 06:15:46,029 - mmaction - INFO - Epoch [3][300/2505] lr: 5.000e-04, eta: 3 days, 4:57:18, time: 1.957, data_time: 0.004, memory: 8522, top1_acc: 0.3698, top5_acc: 0.5760, loss_cls: 3.5661, loss: 3.5661, grad_norm: 9.3783 2020-07-28 06:16:26,178 - mmaction - INFO - Epoch [3][320/2505] lr: 5.000e-04, eta: 3 days, 4:56:55, time: 2.010, data_time: 0.018, memory: 8522, top1_acc: 0.3573, top5_acc: 0.5807, loss_cls: 3.5587, loss: 3.5587, grad_norm: 9.0502 2020-07-28 06:17:05,339 - mmaction - INFO - Epoch [3][340/2505] lr: 5.000e-04, eta: 3 days, 4:56:10, time: 1.968, data_time: 0.015, memory: 8522, top1_acc: 0.3521, top5_acc: 0.5714, loss_cls: 3.5585, loss: 3.5585, grad_norm: 9.3090 2020-07-28 06:17:44,118 - mmaction - INFO - Epoch [3][360/2505] lr: 5.000e-04, eta: 3 days, 4:55:09, time: 1.939, data_time: 0.004, memory: 8522, top1_acc: 0.3693, top5_acc: 0.5813, loss_cls: 3.4984, loss: 3.4984, grad_norm: 9.0255 2020-07-28 06:18:23,469 - mmaction - INFO - Epoch [3][380/2505] lr: 5.000e-04, eta: 3 days, 4:54:23, time: 1.967, data_time: 0.009, memory: 8522, top1_acc: 0.3714, top5_acc: 0.5786, loss_cls: 3.5408, loss: 3.5408, grad_norm: 9.0452 2020-07-28 06:19:02,261 - mmaction - INFO - Epoch [3][400/2505] lr: 5.000e-04, eta: 3 days, 4:53:24, time: 1.940, data_time: 0.008, memory: 8522, top1_acc: 0.3453, top5_acc: 0.5786, loss_cls: 3.5489, loss: 3.5489, grad_norm: 8.8281 2020-07-28 06:19:41,984 - mmaction - INFO - Epoch [3][420/2505] lr: 5.000e-04, eta: 3 days, 4:52:48, time: 1.986, data_time: 0.005, memory: 8522, top1_acc: 0.3594, top5_acc: 0.5688, loss_cls: 3.5673, loss: 3.5673, grad_norm: 9.4945 2020-07-28 06:20:21,114 - mmaction - INFO - Epoch [3][440/2505] lr: 5.000e-04, eta: 3 days, 4:51:57, time: 1.956, data_time: 0.004, memory: 8522, top1_acc: 0.3885, top5_acc: 0.5938, loss_cls: 3.4786, loss: 3.4786, grad_norm: 9.2094 2020-07-28 06:21:00,490 - mmaction - INFO - Epoch [3][460/2505] lr: 5.000e-04, eta: 3 days, 4:51:12, time: 1.969, data_time: 0.005, memory: 8522, top1_acc: 0.3677, top5_acc: 0.5932, loss_cls: 3.4713, loss: 3.4713, grad_norm: 9.0733 2020-07-28 06:21:40,410 - mmaction - INFO - Epoch [3][480/2505] lr: 5.000e-04, eta: 3 days, 4:50:41, time: 1.996, data_time: 0.006, memory: 8522, top1_acc: 0.3802, top5_acc: 0.5844, loss_cls: 3.4712, loss: 3.4712, grad_norm: 9.1704 2020-07-28 06:22:19,797 - mmaction - INFO - Epoch [3][500/2505] lr: 5.000e-04, eta: 3 days, 4:49:57, time: 1.969, data_time: 0.005, memory: 8522, top1_acc: 0.3625, top5_acc: 0.5865, loss_cls: 3.4720, loss: 3.4720, grad_norm: 9.0181 2020-07-28 06:22:58,647 - mmaction - INFO - Epoch [3][520/2505] lr: 5.000e-04, eta: 3 days, 4:48:55, time: 1.935, data_time: 0.005, memory: 8522, top1_acc: 0.3766, top5_acc: 0.6010, loss_cls: 3.4647, loss: 3.4647, grad_norm: 9.2178 2020-07-28 06:23:37,504 - mmaction - INFO - Epoch [3][540/2505] lr: 5.000e-04, eta: 3 days, 4:47:56, time: 1.940, data_time: 0.012, memory: 8522, top1_acc: 0.3500, top5_acc: 0.5792, loss_cls: 3.5062, loss: 3.5062, grad_norm: 9.5719 2020-07-28 06:24:16,923 - mmaction - INFO - Epoch [3][560/2505] lr: 5.000e-04, eta: 3 days, 4:47:12, time: 1.969, data_time: 0.015, memory: 8522, top1_acc: 0.3609, top5_acc: 0.5818, loss_cls: 3.5073, loss: 3.5073, grad_norm: 9.2778 2020-07-28 06:24:55,585 - mmaction - INFO - Epoch [3][580/2505] lr: 5.000e-04, eta: 3 days, 4:46:16, time: 1.945, data_time: 0.021, memory: 8522, top1_acc: 0.3672, top5_acc: 0.5703, loss_cls: 3.5346, loss: 3.5346, grad_norm: 9.2807 2020-07-28 06:25:34,793 - mmaction - INFO - Epoch [3][600/2505] lr: 5.000e-04, eta: 3 days, 4:45:27, time: 1.960, data_time: 0.004, memory: 8522, top1_acc: 0.3776, top5_acc: 0.5932, loss_cls: 3.4380, loss: 3.4380, grad_norm: 9.1822 2020-07-28 06:26:14,525 - mmaction - INFO - Epoch [3][620/2505] lr: 5.000e-04, eta: 3 days, 4:44:52, time: 1.987, data_time: 0.004, memory: 8522, top1_acc: 0.3859, top5_acc: 0.6047, loss_cls: 3.4486, loss: 3.4486, grad_norm: 9.4439 2020-07-28 06:26:53,107 - mmaction - INFO - Epoch [3][640/2505] lr: 5.000e-04, eta: 3 days, 4:43:48, time: 1.929, data_time: 0.004, memory: 8522, top1_acc: 0.3792, top5_acc: 0.5979, loss_cls: 3.4187, loss: 3.4187, grad_norm: 9.3765 2020-07-28 06:27:32,876 - mmaction - INFO - Epoch [3][660/2505] lr: 5.000e-04, eta: 3 days, 4:43:13, time: 1.988, data_time: 0.005, memory: 8522, top1_acc: 0.3682, top5_acc: 0.5839, loss_cls: 3.5056, loss: 3.5056, grad_norm: 9.1537 2020-07-28 06:28:11,560 - mmaction - INFO - Epoch [3][680/2505] lr: 5.000e-04, eta: 3 days, 4:42:12, time: 1.934, data_time: 0.004, memory: 8522, top1_acc: 0.3620, top5_acc: 0.5922, loss_cls: 3.4888, loss: 3.4888, grad_norm: 9.4173 2020-07-28 06:28:51,102 - mmaction - INFO - Epoch [3][700/2505] lr: 5.000e-04, eta: 3 days, 4:41:32, time: 1.977, data_time: 0.006, memory: 8522, top1_acc: 0.3891, top5_acc: 0.6042, loss_cls: 3.4263, loss: 3.4263, grad_norm: 9.2895 2020-07-28 06:29:31,057 - mmaction - INFO - Epoch [3][720/2505] lr: 5.000e-04, eta: 3 days, 4:41:02, time: 1.998, data_time: 0.005, memory: 8522, top1_acc: 0.3755, top5_acc: 0.5922, loss_cls: 3.4413, loss: 3.4413, grad_norm: 9.2814 2020-07-28 06:30:09,997 - mmaction - INFO - Epoch [3][740/2505] lr: 5.000e-04, eta: 3 days, 4:40:07, time: 1.947, data_time: 0.004, memory: 8522, top1_acc: 0.3745, top5_acc: 0.6047, loss_cls: 3.4283, loss: 3.4283, grad_norm: 9.4617 2020-07-28 06:30:49,430 - mmaction - INFO - Epoch [3][760/2505] lr: 5.000e-04, eta: 3 days, 4:39:25, time: 1.972, data_time: 0.005, memory: 8522, top1_acc: 0.3880, top5_acc: 0.5932, loss_cls: 3.4048, loss: 3.4048, grad_norm: 9.2288 2020-07-28 06:31:28,721 - mmaction - INFO - Epoch [3][780/2505] lr: 5.000e-04, eta: 3 days, 4:38:38, time: 1.962, data_time: 0.006, memory: 8522, top1_acc: 0.3651, top5_acc: 0.5943, loss_cls: 3.4324, loss: 3.4324, grad_norm: 9.3712 2020-07-28 06:32:08,038 - mmaction - INFO - Epoch [3][800/2505] lr: 5.000e-04, eta: 3 days, 4:37:48, time: 1.957, data_time: 0.007, memory: 8522, top1_acc: 0.3635, top5_acc: 0.5771, loss_cls: 3.4710, loss: 3.4710, grad_norm: 9.3496 2020-07-28 06:32:47,811 - mmaction - INFO - Epoch [3][820/2505] lr: 5.000e-04, eta: 3 days, 4:37:13, time: 1.987, data_time: 0.016, memory: 8522, top1_acc: 0.3729, top5_acc: 0.5969, loss_cls: 3.4350, loss: 3.4350, grad_norm: 9.1356 2020-07-28 06:33:27,773 - mmaction - INFO - Epoch [3][840/2505] lr: 5.000e-04, eta: 3 days, 4:36:43, time: 1.998, data_time: 0.018, memory: 8522, top1_acc: 0.4026, top5_acc: 0.6089, loss_cls: 3.3521, loss: 3.3521, grad_norm: 9.2219 2020-07-28 06:34:07,074 - mmaction - INFO - Epoch [3][860/2505] lr: 5.000e-04, eta: 3 days, 4:36:03, time: 1.978, data_time: 0.018, memory: 8522, top1_acc: 0.3813, top5_acc: 0.5891, loss_cls: 3.4212, loss: 3.4212, grad_norm: 9.3805 2020-07-28 06:34:46,036 - mmaction - INFO - Epoch [3][880/2505] lr: 5.000e-04, eta: 3 days, 4:35:09, time: 1.947, data_time: 0.008, memory: 8522, top1_acc: 0.3958, top5_acc: 0.5953, loss_cls: 3.3792, loss: 3.3792, grad_norm: 8.8571 2020-07-28 06:35:25,065 - mmaction - INFO - Epoch [3][900/2505] lr: 5.000e-04, eta: 3 days, 4:34:18, time: 1.952, data_time: 0.009, memory: 8522, top1_acc: 0.3880, top5_acc: 0.6182, loss_cls: 3.3088, loss: 3.3088, grad_norm: 9.4890 2020-07-28 06:36:03,918 - mmaction - INFO - Epoch [3][920/2505] lr: 5.000e-04, eta: 3 days, 4:33:22, time: 1.943, data_time: 0.009, memory: 8522, top1_acc: 0.3797, top5_acc: 0.6021, loss_cls: 3.3813, loss: 3.3813, grad_norm: 9.6969 2020-07-28 06:36:43,198 - mmaction - INFO - Epoch [3][940/2505] lr: 5.000e-04, eta: 3 days, 4:32:36, time: 1.964, data_time: 0.005, memory: 8522, top1_acc: 0.3651, top5_acc: 0.5917, loss_cls: 3.4078, loss: 3.4078, grad_norm: 9.7623 2020-07-28 06:37:21,999 - mmaction - INFO - Epoch [3][960/2505] lr: 5.000e-04, eta: 3 days, 4:31:39, time: 1.940, data_time: 0.008, memory: 8522, top1_acc: 0.3703, top5_acc: 0.5906, loss_cls: 3.3921, loss: 3.3921, grad_norm: 9.6529 2020-07-28 06:38:00,652 - mmaction - INFO - Epoch [3][980/2505] lr: 5.000e-04, eta: 3 days, 4:30:38, time: 1.933, data_time: 0.006, memory: 8522, top1_acc: 0.3922, top5_acc: 0.5979, loss_cls: 3.3882, loss: 3.3882, grad_norm: 9.6571 2020-07-28 06:38:40,052 - mmaction - INFO - Epoch [3][1000/2505] lr: 5.000e-04, eta: 3 days, 4:29:52, time: 1.962, data_time: 0.011, memory: 8522, top1_acc: 0.3943, top5_acc: 0.6057, loss_cls: 3.3825, loss: 3.3825, grad_norm: 9.9327 2020-07-28 06:39:19,061 - mmaction - INFO - Epoch [3][1020/2505] lr: 5.000e-04, eta: 3 days, 4:28:59, time: 1.949, data_time: 0.013, memory: 8522, top1_acc: 0.3656, top5_acc: 0.5875, loss_cls: 3.4440, loss: 3.4440, grad_norm: 9.7156 2020-07-28 06:39:58,403 - mmaction - INFO - Epoch [3][1040/2505] lr: 5.000e-04, eta: 3 days, 4:28:13, time: 1.963, data_time: 0.015, memory: 8522, top1_acc: 0.3964, top5_acc: 0.6146, loss_cls: 3.3109, loss: 3.3109, grad_norm: 9.2093 2020-07-28 06:40:37,605 - mmaction - INFO - Epoch [3][1060/2505] lr: 5.000e-04, eta: 3 days, 4:27:32, time: 1.974, data_time: 0.018, memory: 8522, top1_acc: 0.3906, top5_acc: 0.6062, loss_cls: 3.3222, loss: 3.3222, grad_norm: 9.6439 2020-07-28 06:41:16,598 - mmaction - INFO - Epoch [3][1080/2505] lr: 5.000e-04, eta: 3 days, 4:26:40, time: 1.950, data_time: 0.006, memory: 8522, top1_acc: 0.3969, top5_acc: 0.6151, loss_cls: 3.3055, loss: 3.3055, grad_norm: 9.3286 2020-07-28 06:41:56,216 - mmaction - INFO - Epoch [3][1100/2505] lr: 5.000e-04, eta: 3 days, 4:26:02, time: 1.981, data_time: 0.008, memory: 8522, top1_acc: 0.3818, top5_acc: 0.6172, loss_cls: 3.3110, loss: 3.3110, grad_norm: 9.4147 2020-07-28 06:42:35,047 - mmaction - INFO - Epoch [3][1120/2505] lr: 5.000e-04, eta: 3 days, 4:25:06, time: 1.941, data_time: 0.007, memory: 8522, top1_acc: 0.3760, top5_acc: 0.6078, loss_cls: 3.3975, loss: 3.3975, grad_norm: 9.6932 2020-07-28 06:43:13,829 - mmaction - INFO - Epoch [3][1140/2505] lr: 5.000e-04, eta: 3 days, 4:24:10, time: 1.939, data_time: 0.006, memory: 8522, top1_acc: 0.4099, top5_acc: 0.6135, loss_cls: 3.3032, loss: 3.3032, grad_norm: 9.7589 2020-07-28 06:43:52,821 - mmaction - INFO - Epoch [3][1160/2505] lr: 5.000e-04, eta: 3 days, 4:23:18, time: 1.950, data_time: 0.006, memory: 8522, top1_acc: 0.3807, top5_acc: 0.5974, loss_cls: 3.3970, loss: 3.3970, grad_norm: 10.0194 2020-07-28 06:44:32,424 - mmaction - INFO - Epoch [3][1180/2505] lr: 5.000e-04, eta: 3 days, 4:22:40, time: 1.980, data_time: 0.004, memory: 8522, top1_acc: 0.3943, top5_acc: 0.6026, loss_cls: 3.3185, loss: 3.3185, grad_norm: 9.3802 2020-07-28 06:45:10,976 - mmaction - INFO - Epoch [3][1200/2505] lr: 5.000e-04, eta: 3 days, 4:21:38, time: 1.928, data_time: 0.004, memory: 8522, top1_acc: 0.3927, top5_acc: 0.6073, loss_cls: 3.3384, loss: 3.3384, grad_norm: 9.9468 2020-07-28 06:45:50,144 - mmaction - INFO - Epoch [3][1220/2505] lr: 5.000e-04, eta: 3 days, 4:20:51, time: 1.958, data_time: 0.005, memory: 8522, top1_acc: 0.4125, top5_acc: 0.6198, loss_cls: 3.2541, loss: 3.2541, grad_norm: 9.9157 2020-07-28 06:46:29,373 - mmaction - INFO - Epoch [3][1240/2505] lr: 5.000e-04, eta: 3 days, 4:20:00, time: 1.951, data_time: 0.004, memory: 8522, top1_acc: 0.3885, top5_acc: 0.5979, loss_cls: 3.3628, loss: 3.3628, grad_norm: 9.5588 2020-07-28 06:47:08,492 - mmaction - INFO - Epoch [3][1260/2505] lr: 5.000e-04, eta: 3 days, 4:19:16, time: 1.966, data_time: 0.015, memory: 8522, top1_acc: 0.3865, top5_acc: 0.6307, loss_cls: 3.2756, loss: 3.2756, grad_norm: 9.9508 2020-07-28 06:47:47,156 - mmaction - INFO - Epoch [3][1280/2505] lr: 5.000e-04, eta: 3 days, 4:18:17, time: 1.933, data_time: 0.004, memory: 8522, top1_acc: 0.3948, top5_acc: 0.6078, loss_cls: 3.3012, loss: 3.3012, grad_norm: 10.5313 2020-07-28 06:48:26,093 - mmaction - INFO - Epoch [3][1300/2505] lr: 5.000e-04, eta: 3 days, 4:17:25, time: 1.947, data_time: 0.008, memory: 8522, top1_acc: 0.3906, top5_acc: 0.6005, loss_cls: 3.3233, loss: 3.3233, grad_norm: 9.9761 2020-07-28 06:49:05,066 - mmaction - INFO - Epoch [3][1320/2505] lr: 5.000e-04, eta: 3 days, 4:16:33, time: 1.949, data_time: 0.013, memory: 8522, top1_acc: 0.3682, top5_acc: 0.5958, loss_cls: 3.3946, loss: 3.3946, grad_norm: 10.2146 2020-07-28 06:49:44,488 - mmaction - INFO - Epoch [3][1340/2505] lr: 5.000e-04, eta: 3 days, 4:15:51, time: 1.971, data_time: 0.005, memory: 8522, top1_acc: 0.3818, top5_acc: 0.6135, loss_cls: 3.3194, loss: 3.3194, grad_norm: 9.4216 2020-07-28 06:50:23,461 - mmaction - INFO - Epoch [3][1360/2505] lr: 5.000e-04, eta: 3 days, 4:15:00, time: 1.949, data_time: 0.004, memory: 8522, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 3.3580, loss: 3.3580, grad_norm: 9.9096 2020-07-28 06:51:02,745 - mmaction - INFO - Epoch [3][1380/2505] lr: 5.000e-04, eta: 3 days, 4:14:15, time: 1.964, data_time: 0.005, memory: 8522, top1_acc: 0.4000, top5_acc: 0.6130, loss_cls: 3.2954, loss: 3.2954, grad_norm: 10.2583 2020-07-28 06:51:41,655 - mmaction - INFO - Epoch [3][1400/2505] lr: 5.000e-04, eta: 3 days, 4:13:19, time: 1.938, data_time: 0.005, memory: 8522, top1_acc: 0.3870, top5_acc: 0.5984, loss_cls: 3.3193, loss: 3.3193, grad_norm: 9.8715 2020-07-28 06:52:20,912 - mmaction - INFO - Epoch [3][1420/2505] lr: 5.000e-04, eta: 3 days, 4:12:38, time: 1.971, data_time: 0.013, memory: 8522, top1_acc: 0.3938, top5_acc: 0.6172, loss_cls: 3.3290, loss: 3.3290, grad_norm: 10.1564 2020-07-28 06:52:59,873 - mmaction - INFO - Epoch [3][1440/2505] lr: 5.000e-04, eta: 3 days, 4:11:41, time: 1.935, data_time: 0.004, memory: 8522, top1_acc: 0.3708, top5_acc: 0.5875, loss_cls: 3.3993, loss: 3.3993, grad_norm: 10.2132 2020-07-28 06:53:39,618 - mmaction - INFO - Epoch [3][1460/2505] lr: 5.000e-04, eta: 3 days, 4:11:06, time: 1.987, data_time: 0.020, memory: 8522, top1_acc: 0.3859, top5_acc: 0.6062, loss_cls: 3.3166, loss: 3.3166, grad_norm: 9.8437 2020-07-28 06:54:18,999 - mmaction - INFO - Epoch [3][1480/2505] lr: 5.000e-04, eta: 3 days, 4:10:29, time: 1.982, data_time: 0.017, memory: 8522, top1_acc: 0.3953, top5_acc: 0.6260, loss_cls: 3.2726, loss: 3.2726, grad_norm: 10.2590 2020-07-28 06:54:57,830 - mmaction - INFO - Epoch [3][1500/2505] lr: 5.000e-04, eta: 3 days, 4:09:35, time: 1.942, data_time: 0.005, memory: 8522, top1_acc: 0.3635, top5_acc: 0.5995, loss_cls: 3.3684, loss: 3.3684, grad_norm: 10.4476 2020-07-28 06:55:37,572 - mmaction - INFO - Epoch [3][1520/2505] lr: 5.000e-04, eta: 3 days, 4:09:00, time: 1.987, data_time: 0.008, memory: 8522, top1_acc: 0.4005, top5_acc: 0.6292, loss_cls: 3.2331, loss: 3.2331, grad_norm: 10.1666 2020-07-28 06:56:16,932 - mmaction - INFO - Epoch [3][1540/2505] lr: 5.000e-04, eta: 3 days, 4:08:17, time: 1.967, data_time: 0.008, memory: 8522, top1_acc: 0.3995, top5_acc: 0.6146, loss_cls: 3.2813, loss: 3.2813, grad_norm: 10.3379 2020-07-28 06:56:55,776 - mmaction - INFO - Epoch [3][1560/2505] lr: 5.000e-04, eta: 3 days, 4:07:24, time: 1.943, data_time: 0.007, memory: 8522, top1_acc: 0.3995, top5_acc: 0.6214, loss_cls: 3.2501, loss: 3.2501, grad_norm: 10.2091 2020-07-28 06:57:35,253 - mmaction - INFO - Epoch [3][1580/2505] lr: 5.000e-04, eta: 3 days, 4:06:44, time: 1.974, data_time: 0.005, memory: 8522, top1_acc: 0.3740, top5_acc: 0.5984, loss_cls: 3.3056, loss: 3.3056, grad_norm: 10.8173 2020-07-28 06:58:14,386 - mmaction - INFO - Epoch [3][1600/2505] lr: 5.000e-04, eta: 3 days, 4:05:56, time: 1.957, data_time: 0.011, memory: 8522, top1_acc: 0.3953, top5_acc: 0.6047, loss_cls: 3.2980, loss: 3.2980, grad_norm: 9.7880 2020-07-28 06:58:53,761 - mmaction - INFO - Epoch [3][1620/2505] lr: 5.000e-04, eta: 3 days, 4:05:14, time: 1.969, data_time: 0.004, memory: 8522, top1_acc: 0.3958, top5_acc: 0.6203, loss_cls: 3.2531, loss: 3.2531, grad_norm: 9.4664 2020-07-28 06:59:32,645 - mmaction - INFO - Epoch [3][1640/2505] lr: 5.000e-04, eta: 3 days, 4:04:22, time: 1.944, data_time: 0.004, memory: 8522, top1_acc: 0.4146, top5_acc: 0.6245, loss_cls: 3.2253, loss: 3.2253, grad_norm: 10.0195 2020-07-28 07:00:15,019 - mmaction - INFO - Epoch [3][1660/2505] lr: 5.000e-04, eta: 3 days, 4:04:41, time: 2.118, data_time: 0.005, memory: 8522, top1_acc: 0.3995, top5_acc: 0.6208, loss_cls: 3.2549, loss: 3.2549, grad_norm: 10.0936 2020-07-28 07:00:53,999 - mmaction - INFO - Epoch [3][1680/2505] lr: 5.000e-04, eta: 3 days, 4:03:51, time: 1.950, data_time: 0.007, memory: 8522, top1_acc: 0.3917, top5_acc: 0.6359, loss_cls: 3.2245, loss: 3.2245, grad_norm: 10.1884 2020-07-28 07:01:32,598 - mmaction - INFO - Epoch [3][1700/2505] lr: 5.000e-04, eta: 3 days, 4:02:49, time: 1.922, data_time: 0.007, memory: 8522, top1_acc: 0.3896, top5_acc: 0.6188, loss_cls: 3.2401, loss: 3.2401, grad_norm: 10.1956 2020-07-28 07:02:11,698 - mmaction - INFO - Epoch [3][1720/2505] lr: 5.000e-04, eta: 3 days, 4:02:05, time: 1.964, data_time: 0.013, memory: 8522, top1_acc: 0.4021, top5_acc: 0.6359, loss_cls: 3.2025, loss: 3.2025, grad_norm: 9.7656 2020-07-28 07:02:50,852 - mmaction - INFO - Epoch [3][1740/2505] lr: 5.000e-04, eta: 3 days, 4:01:12, time: 1.943, data_time: 0.006, memory: 8522, top1_acc: 0.4083, top5_acc: 0.6141, loss_cls: 3.2188, loss: 3.2188, grad_norm: 10.5370 2020-07-28 07:03:30,287 - mmaction - INFO - Epoch [3][1760/2505] lr: 5.000e-04, eta: 3 days, 4:00:37, time: 1.986, data_time: 0.020, memory: 8522, top1_acc: 0.4089, top5_acc: 0.6224, loss_cls: 3.2198, loss: 3.2198, grad_norm: 10.1114 2020-07-28 07:04:09,157 - mmaction - INFO - Epoch [3][1780/2505] lr: 5.000e-04, eta: 3 days, 3:59:44, time: 1.943, data_time: 0.004, memory: 8522, top1_acc: 0.3927, top5_acc: 0.6177, loss_cls: 3.2342, loss: 3.2342, grad_norm: 9.8723 2020-07-28 07:04:48,480 - mmaction - INFO - Epoch [3][1800/2505] lr: 5.000e-04, eta: 3 days, 3:59:01, time: 1.966, data_time: 0.006, memory: 8522, top1_acc: 0.3896, top5_acc: 0.6052, loss_cls: 3.2889, loss: 3.2889, grad_norm: 10.1232 2020-07-28 07:05:28,325 - mmaction - INFO - Epoch [3][1820/2505] lr: 5.000e-04, eta: 3 days, 3:58:28, time: 1.992, data_time: 0.008, memory: 8522, top1_acc: 0.3958, top5_acc: 0.6073, loss_cls: 3.2840, loss: 3.2840, grad_norm: 10.2583 2020-07-28 07:06:06,783 - mmaction - INFO - Epoch [3][1840/2505] lr: 5.000e-04, eta: 3 days, 3:57:28, time: 1.923, data_time: 0.007, memory: 8522, top1_acc: 0.4073, top5_acc: 0.6188, loss_cls: 3.2059, loss: 3.2059, grad_norm: 10.6959 2020-07-28 07:06:45,955 - mmaction - INFO - Epoch [3][1860/2505] lr: 5.000e-04, eta: 3 days, 3:56:41, time: 1.959, data_time: 0.007, memory: 8522, top1_acc: 0.4135, top5_acc: 0.6286, loss_cls: 3.1863, loss: 3.1863, grad_norm: 10.4369 2020-07-28 07:07:25,114 - mmaction - INFO - Epoch [3][1880/2505] lr: 5.000e-04, eta: 3 days, 3:55:55, time: 1.958, data_time: 0.006, memory: 8522, top1_acc: 0.3870, top5_acc: 0.6042, loss_cls: 3.2661, loss: 3.2661, grad_norm: 10.3110 2020-07-28 07:08:04,204 - mmaction - INFO - Epoch [3][1900/2505] lr: 5.000e-04, eta: 3 days, 3:55:07, time: 1.954, data_time: 0.007, memory: 8522, top1_acc: 0.4104, top5_acc: 0.6339, loss_cls: 3.1644, loss: 3.1644, grad_norm: 10.4496 2020-07-28 07:08:42,978 - mmaction - INFO - Epoch [3][1920/2505] lr: 5.000e-04, eta: 3 days, 3:54:10, time: 1.931, data_time: 0.004, memory: 8522, top1_acc: 0.3953, top5_acc: 0.6083, loss_cls: 3.2467, loss: 3.2467, grad_norm: 10.2677 2020-07-28 07:09:21,491 - mmaction - INFO - Epoch [3][1940/2505] lr: 5.000e-04, eta: 3 days, 3:53:09, time: 1.921, data_time: 0.016, memory: 8522, top1_acc: 0.3922, top5_acc: 0.6161, loss_cls: 3.2271, loss: 3.2271, grad_norm: 10.3776 2020-07-28 07:09:59,864 - mmaction - INFO - Epoch [3][1960/2505] lr: 5.000e-04, eta: 3 days, 3:52:12, time: 1.931, data_time: 0.017, memory: 8522, top1_acc: 0.4005, top5_acc: 0.6203, loss_cls: 3.2229, loss: 3.2229, grad_norm: 10.2119 2020-07-28 07:10:39,054 - mmaction - INFO - Epoch [3][1980/2505] lr: 5.000e-04, eta: 3 days, 3:51:27, time: 1.960, data_time: 0.005, memory: 8522, top1_acc: 0.3859, top5_acc: 0.6151, loss_cls: 3.2045, loss: 3.2045, grad_norm: 10.8103 2020-07-28 07:11:18,638 - mmaction - INFO - Epoch [3][2000/2505] lr: 5.000e-04, eta: 3 days, 3:50:49, time: 1.979, data_time: 0.013, memory: 8522, top1_acc: 0.4000, top5_acc: 0.6234, loss_cls: 3.1918, loss: 3.1918, grad_norm: 10.2508 2020-07-28 07:11:58,791 - mmaction - INFO - Epoch [3][2020/2505] lr: 5.000e-04, eta: 3 days, 3:50:23, time: 2.008, data_time: 0.012, memory: 8522, top1_acc: 0.4000, top5_acc: 0.6297, loss_cls: 3.1785, loss: 3.1785, grad_norm: 10.6505 2020-07-28 07:12:37,633 - mmaction - INFO - Epoch [3][2040/2505] lr: 5.000e-04, eta: 3 days, 3:49:30, time: 1.942, data_time: 0.004, memory: 8522, top1_acc: 0.4125, top5_acc: 0.6307, loss_cls: 3.1524, loss: 3.1524, grad_norm: 10.9344 2020-07-28 07:13:17,386 - mmaction - INFO - Epoch [3][2060/2505] lr: 5.000e-04, eta: 3 days, 3:48:56, time: 1.988, data_time: 0.005, memory: 8522, top1_acc: 0.4016, top5_acc: 0.6240, loss_cls: 3.2043, loss: 3.2043, grad_norm: 10.5362 2020-07-28 07:13:56,005 - mmaction - INFO - Epoch [3][2080/2505] lr: 5.000e-04, eta: 3 days, 3:47:59, time: 1.931, data_time: 0.009, memory: 8522, top1_acc: 0.4333, top5_acc: 0.6370, loss_cls: 3.0868, loss: 3.0868, grad_norm: 9.9271 2020-07-28 07:14:34,899 - mmaction - INFO - Epoch [3][2100/2505] lr: 5.000e-04, eta: 3 days, 3:47:08, time: 1.945, data_time: 0.005, memory: 8522, top1_acc: 0.4021, top5_acc: 0.6333, loss_cls: 3.1327, loss: 3.1327, grad_norm: 10.4498 2020-07-28 07:15:13,989 - mmaction - INFO - Epoch [3][2120/2505] lr: 5.000e-04, eta: 3 days, 3:46:21, time: 1.954, data_time: 0.004, memory: 8522, top1_acc: 0.4073, top5_acc: 0.6370, loss_cls: 3.1365, loss: 3.1365, grad_norm: 10.7083 2020-07-28 07:15:53,074 - mmaction - INFO - Epoch [3][2140/2505] lr: 5.000e-04, eta: 3 days, 3:45:30, time: 1.944, data_time: 0.007, memory: 8522, top1_acc: 0.4005, top5_acc: 0.6313, loss_cls: 3.1637, loss: 3.1637, grad_norm: 10.6409 2020-07-28 07:16:32,042 - mmaction - INFO - Epoch [3][2160/2505] lr: 5.000e-04, eta: 3 days, 3:44:40, time: 1.946, data_time: 0.016, memory: 8522, top1_acc: 0.4057, top5_acc: 0.6432, loss_cls: 3.1300, loss: 3.1300, grad_norm: 10.7174 2020-07-28 07:17:10,362 - mmaction - INFO - Epoch [3][2180/2505] lr: 5.000e-04, eta: 3 days, 3:43:42, time: 1.928, data_time: 0.017, memory: 8522, top1_acc: 0.4063, top5_acc: 0.6245, loss_cls: 3.1460, loss: 3.1460, grad_norm: 10.1719 2020-07-28 07:17:49,904 - mmaction - INFO - Epoch [3][2200/2505] lr: 5.000e-04, eta: 3 days, 3:43:04, time: 1.977, data_time: 0.005, memory: 8522, top1_acc: 0.4125, top5_acc: 0.6391, loss_cls: 3.1056, loss: 3.1056, grad_norm: 10.5758 2020-07-28 07:18:29,262 - mmaction - INFO - Epoch [3][2220/2505] lr: 5.000e-04, eta: 3 days, 3:42:22, time: 1.968, data_time: 0.008, memory: 8522, top1_acc: 0.3839, top5_acc: 0.6172, loss_cls: 3.2072, loss: 3.2072, grad_norm: 10.7721 2020-07-28 07:19:08,351 - mmaction - INFO - Epoch [3][2240/2505] lr: 5.000e-04, eta: 3 days, 3:41:35, time: 1.953, data_time: 0.006, memory: 8522, top1_acc: 0.3953, top5_acc: 0.6073, loss_cls: 3.2404, loss: 3.2404, grad_norm: 10.6513 2020-07-28 07:19:47,359 - mmaction - INFO - Epoch [3][2260/2505] lr: 5.000e-04, eta: 3 days, 3:40:47, time: 1.952, data_time: 0.007, memory: 8522, top1_acc: 0.4089, top5_acc: 0.6214, loss_cls: 3.2201, loss: 3.2201, grad_norm: 10.7544 2020-07-28 07:20:26,385 - mmaction - INFO - Epoch [3][2280/2505] lr: 5.000e-04, eta: 3 days, 3:39:59, time: 1.951, data_time: 0.004, memory: 8522, top1_acc: 0.4000, top5_acc: 0.6448, loss_cls: 3.1114, loss: 3.1114, grad_norm: 10.7643 2020-07-28 07:21:06,898 - mmaction - INFO - Epoch [3][2300/2505] lr: 5.000e-04, eta: 3 days, 3:39:39, time: 2.025, data_time: 0.020, memory: 8522, top1_acc: 0.4151, top5_acc: 0.6234, loss_cls: 3.1536, loss: 3.1536, grad_norm: 10.5504 2020-07-28 07:21:46,061 - mmaction - INFO - Epoch [3][2320/2505] lr: 5.000e-04, eta: 3 days, 3:38:53, time: 1.959, data_time: 0.005, memory: 8522, top1_acc: 0.4188, top5_acc: 0.6375, loss_cls: 3.0934, loss: 3.0934, grad_norm: 10.7706 2020-07-28 07:22:24,635 - mmaction - INFO - Epoch [3][2340/2505] lr: 5.000e-04, eta: 3 days, 3:37:57, time: 1.929, data_time: 0.006, memory: 8522, top1_acc: 0.4052, top5_acc: 0.6328, loss_cls: 3.1615, loss: 3.1615, grad_norm: 10.7213 2020-07-28 07:23:04,525 - mmaction - INFO - Epoch [3][2360/2505] lr: 5.000e-04, eta: 3 days, 3:37:25, time: 1.994, data_time: 0.005, memory: 8522, top1_acc: 0.4182, top5_acc: 0.6286, loss_cls: 3.1186, loss: 3.1186, grad_norm: 10.2417 2020-07-28 07:23:43,674 - mmaction - INFO - Epoch [3][2380/2505] lr: 5.000e-04, eta: 3 days, 3:36:36, time: 1.947, data_time: 0.005, memory: 8522, top1_acc: 0.4234, top5_acc: 0.6370, loss_cls: 3.1244, loss: 3.1244, grad_norm: 11.0675 2020-07-28 07:24:22,747 - mmaction - INFO - Epoch [3][2400/2505] lr: 5.000e-04, eta: 3 days, 3:35:48, time: 1.951, data_time: 0.016, memory: 8522, top1_acc: 0.4359, top5_acc: 0.6495, loss_cls: 3.0459, loss: 3.0459, grad_norm: 10.6144 2020-07-28 07:25:02,386 - mmaction - INFO - Epoch [3][2420/2505] lr: 5.000e-04, eta: 3 days, 3:35:07, time: 1.970, data_time: 0.017, memory: 8522, top1_acc: 0.3891, top5_acc: 0.6177, loss_cls: 3.1750, loss: 3.1750, grad_norm: 11.2437 2020-07-28 07:25:42,932 - mmaction - INFO - Epoch [3][2440/2505] lr: 5.000e-04, eta: 3 days, 3:34:52, time: 2.039, data_time: 0.039, memory: 8522, top1_acc: 0.4214, top5_acc: 0.6516, loss_cls: 3.0765, loss: 3.0765, grad_norm: 10.3891 2020-07-28 07:26:22,945 - mmaction - INFO - Epoch [3][2460/2505] lr: 5.000e-04, eta: 3 days, 3:34:22, time: 1.999, data_time: 0.018, memory: 8522, top1_acc: 0.4349, top5_acc: 0.6531, loss_cls: 3.0221, loss: 3.0221, grad_norm: 10.7451 2020-07-28 07:27:02,963 - mmaction - INFO - Epoch [3][2480/2505] lr: 5.000e-04, eta: 3 days, 3:33:52, time: 2.001, data_time: 0.019, memory: 8522, top1_acc: 0.4135, top5_acc: 0.6380, loss_cls: 3.0650, loss: 3.0650, grad_norm: 10.5644 2020-07-28 07:27:41,798 - mmaction - INFO - Epoch [3][2500/2505] lr: 5.000e-04, eta: 3 days, 3:33:06, time: 1.956, data_time: 0.019, memory: 8522, top1_acc: 0.4089, top5_acc: 0.6349, loss_cls: 3.1417, loss: 3.1417, grad_norm: 11.0183 2020-07-28 07:29:27,214 - mmaction - INFO - Epoch [4][20/2505] lr: 5.000e-04, eta: 3 days, 3:44:13, time: 4.428, data_time: 2.442, memory: 8522, top1_acc: 0.4214, top5_acc: 0.6339, loss_cls: 3.0949, loss: 3.0949, grad_norm: 10.9175 2020-07-28 07:30:07,370 - mmaction - INFO - Epoch [4][40/2505] lr: 5.000e-04, eta: 3 days, 3:43:44, time: 2.008, data_time: 0.010, memory: 8522, top1_acc: 0.3995, top5_acc: 0.6411, loss_cls: 3.0792, loss: 3.0792, grad_norm: 10.5759 2020-07-28 07:30:46,974 - mmaction - INFO - Epoch [4][60/2505] lr: 5.000e-04, eta: 3 days, 3:43:05, time: 1.980, data_time: 0.004, memory: 8522, top1_acc: 0.4255, top5_acc: 0.6318, loss_cls: 3.0602, loss: 3.0602, grad_norm: 10.5790 2020-07-28 07:31:25,857 - mmaction - INFO - Epoch [4][80/2505] lr: 5.000e-04, eta: 3 days, 3:42:12, time: 1.944, data_time: 0.004, memory: 8522, top1_acc: 0.3990, top5_acc: 0.6281, loss_cls: 3.1578, loss: 3.1578, grad_norm: 11.6553 2020-07-28 07:32:05,281 - mmaction - INFO - Epoch [4][100/2505] lr: 5.000e-04, eta: 3 days, 3:41:27, time: 1.964, data_time: 0.005, memory: 8522, top1_acc: 0.4161, top5_acc: 0.6375, loss_cls: 3.0711, loss: 3.0711, grad_norm: 11.3233 2020-07-28 07:32:44,707 - mmaction - INFO - Epoch [4][120/2505] lr: 5.000e-04, eta: 3 days, 3:40:47, time: 1.979, data_time: 0.012, memory: 8522, top1_acc: 0.4099, top5_acc: 0.6557, loss_cls: 3.0762, loss: 3.0762, grad_norm: 11.2793 2020-07-28 07:33:23,857 - mmaction - INFO - Epoch [4][140/2505] lr: 5.000e-04, eta: 3 days, 3:39:56, time: 1.947, data_time: 0.005, memory: 8522, top1_acc: 0.4266, top5_acc: 0.6448, loss_cls: 3.0616, loss: 3.0616, grad_norm: 11.2069 2020-07-28 07:34:02,874 - mmaction - INFO - Epoch [4][160/2505] lr: 5.000e-04, eta: 3 days, 3:39:10, time: 1.962, data_time: 0.015, memory: 8522, top1_acc: 0.4010, top5_acc: 0.6401, loss_cls: 3.0528, loss: 3.0528, grad_norm: 11.0201 2020-07-28 07:34:41,698 - mmaction - INFO - Epoch [4][180/2505] lr: 5.000e-04, eta: 3 days, 3:38:17, time: 1.941, data_time: 0.004, memory: 8522, top1_acc: 0.4193, top5_acc: 0.6411, loss_cls: 3.0420, loss: 3.0420, grad_norm: 10.6066 2020-07-28 07:35:21,409 - mmaction - INFO - Epoch [4][200/2505] lr: 5.000e-04, eta: 3 days, 3:37:40, time: 1.986, data_time: 0.005, memory: 8522, top1_acc: 0.4193, top5_acc: 0.6521, loss_cls: 3.0394, loss: 3.0394, grad_norm: 11.4035 2020-07-28 07:36:00,432 - mmaction - INFO - Epoch [4][220/2505] lr: 5.000e-04, eta: 3 days, 3:36:50, time: 1.951, data_time: 0.008, memory: 8522, top1_acc: 0.4255, top5_acc: 0.6411, loss_cls: 3.0432, loss: 3.0432, grad_norm: 10.9174 2020-07-28 07:36:39,487 - mmaction - INFO - Epoch [4][240/2505] lr: 5.000e-04, eta: 3 days, 3:36:02, time: 1.953, data_time: 0.006, memory: 8522, top1_acc: 0.4276, top5_acc: 0.6531, loss_cls: 3.0610, loss: 3.0610, grad_norm: 10.8981 2020-07-28 07:37:18,363 - mmaction - INFO - Epoch [4][260/2505] lr: 5.000e-04, eta: 3 days, 3:35:10, time: 1.944, data_time: 0.008, memory: 8522, top1_acc: 0.4333, top5_acc: 0.6458, loss_cls: 2.9944, loss: 2.9944, grad_norm: 10.8029 2020-07-28 07:37:57,975 - mmaction - INFO - Epoch [4][280/2505] lr: 5.000e-04, eta: 3 days, 3:34:31, time: 1.980, data_time: 0.006, memory: 8522, top1_acc: 0.4214, top5_acc: 0.6422, loss_cls: 3.0346, loss: 3.0346, grad_norm: 10.8740 2020-07-28 07:38:37,294 - mmaction - INFO - Epoch [4][300/2505] lr: 5.000e-04, eta: 3 days, 3:33:47, time: 1.966, data_time: 0.004, memory: 8522, top1_acc: 0.4250, top5_acc: 0.6526, loss_cls: 3.0439, loss: 3.0439, grad_norm: 10.9741 2020-07-28 07:39:16,127 - mmaction - INFO - Epoch [4][320/2505] lr: 5.000e-04, eta: 3 days, 3:32:54, time: 1.942, data_time: 0.004, memory: 8522, top1_acc: 0.4104, top5_acc: 0.6443, loss_cls: 3.0331, loss: 3.0331, grad_norm: 11.0846 2020-07-28 07:39:54,947 - mmaction - INFO - Epoch [4][340/2505] lr: 5.000e-04, eta: 3 days, 3:31:58, time: 1.931, data_time: 0.006, memory: 8522, top1_acc: 0.4182, top5_acc: 0.6302, loss_cls: 3.1186, loss: 3.1186, grad_norm: 11.8373 2020-07-28 07:40:34,533 - mmaction - INFO - Epoch [4][360/2505] lr: 5.000e-04, eta: 3 days, 3:31:17, time: 1.975, data_time: 0.015, memory: 8522, top1_acc: 0.4125, top5_acc: 0.6411, loss_cls: 3.0420, loss: 3.0420, grad_norm: 10.7633 2020-07-28 07:41:14,390 - mmaction - INFO - Epoch [4][380/2505] lr: 5.000e-04, eta: 3 days, 3:30:43, time: 1.994, data_time: 0.019, memory: 8522, top1_acc: 0.4385, top5_acc: 0.6536, loss_cls: 2.9851, loss: 2.9851, grad_norm: 11.1659 2020-07-28 07:41:53,630 - mmaction - INFO - Epoch [4][400/2505] lr: 5.000e-04, eta: 3 days, 3:30:02, time: 1.975, data_time: 0.017, memory: 8522, top1_acc: 0.4214, top5_acc: 0.6469, loss_cls: 3.0521, loss: 3.0521, grad_norm: 11.5098 2020-07-28 07:42:32,576 - mmaction - INFO - Epoch [4][420/2505] lr: 5.000e-04, eta: 3 days, 3:29:12, time: 1.947, data_time: 0.004, memory: 8522, top1_acc: 0.4375, top5_acc: 0.6516, loss_cls: 3.0409, loss: 3.0409, grad_norm: 11.8137 2020-07-28 07:43:12,340 - mmaction - INFO - Epoch [4][440/2505] lr: 5.000e-04, eta: 3 days, 3:28:36, time: 1.988, data_time: 0.005, memory: 8522, top1_acc: 0.4453, top5_acc: 0.6578, loss_cls: 2.9574, loss: 2.9574, grad_norm: 11.4352 2020-07-28 07:43:51,638 - mmaction - INFO - Epoch [4][460/2505] lr: 5.000e-04, eta: 3 days, 3:27:51, time: 1.965, data_time: 0.008, memory: 8522, top1_acc: 0.4016, top5_acc: 0.6349, loss_cls: 3.0699, loss: 3.0699, grad_norm: 11.2934 2020-07-28 07:44:30,523 - mmaction - INFO - Epoch [4][480/2505] lr: 5.000e-04, eta: 3 days, 3:27:00, time: 1.944, data_time: 0.010, memory: 8522, top1_acc: 0.4250, top5_acc: 0.6521, loss_cls: 2.9926, loss: 2.9926, grad_norm: 11.7143 2020-07-28 07:45:09,746 - mmaction - INFO - Epoch [4][500/2505] lr: 5.000e-04, eta: 3 days, 3:26:14, time: 1.961, data_time: 0.005, memory: 8522, top1_acc: 0.4255, top5_acc: 0.6417, loss_cls: 3.0288, loss: 3.0288, grad_norm: 11.4579 2020-07-28 07:45:48,866 - mmaction - INFO - Epoch [4][520/2505] lr: 5.000e-04, eta: 3 days, 3:25:27, time: 1.956, data_time: 0.012, memory: 8522, top1_acc: 0.4125, top5_acc: 0.6401, loss_cls: 3.0361, loss: 3.0361, grad_norm: 11.4279 2020-07-28 07:46:28,552 - mmaction - INFO - Epoch [4][540/2505] lr: 5.000e-04, eta: 3 days, 3:24:50, time: 1.984, data_time: 0.004, memory: 8522, top1_acc: 0.4109, top5_acc: 0.6339, loss_cls: 3.0900, loss: 3.0900, grad_norm: 10.9178 2020-07-28 07:47:07,374 - mmaction - INFO - Epoch [4][560/2505] lr: 5.000e-04, eta: 3 days, 3:23:57, time: 1.941, data_time: 0.005, memory: 8522, top1_acc: 0.4385, top5_acc: 0.6615, loss_cls: 2.9705, loss: 2.9705, grad_norm: 11.4080 2020-07-28 07:47:46,719 - mmaction - INFO - Epoch [4][580/2505] lr: 5.000e-04, eta: 3 days, 3:23:12, time: 1.959, data_time: 0.006, memory: 8522, top1_acc: 0.4328, top5_acc: 0.6563, loss_cls: 3.0011, loss: 3.0011, grad_norm: 11.8544 2020-07-28 07:48:26,119 - mmaction - INFO - Epoch [4][600/2505] lr: 5.000e-04, eta: 3 days, 3:22:28, time: 1.968, data_time: 0.013, memory: 8522, top1_acc: 0.4224, top5_acc: 0.6458, loss_cls: 3.0203, loss: 3.0203, grad_norm: 11.4945 2020-07-28 07:49:05,341 - mmaction - INFO - Epoch [4][620/2505] lr: 5.000e-04, eta: 3 days, 3:21:43, time: 1.961, data_time: 0.015, memory: 8522, top1_acc: 0.4208, top5_acc: 0.6490, loss_cls: 3.0240, loss: 3.0240, grad_norm: 10.7956 2020-07-28 07:49:44,447 - mmaction - INFO - Epoch [4][640/2505] lr: 5.000e-04, eta: 3 days, 3:20:59, time: 1.966, data_time: 0.015, memory: 8522, top1_acc: 0.4219, top5_acc: 0.6438, loss_cls: 3.0514, loss: 3.0514, grad_norm: 11.3547 2020-07-28 07:50:23,179 - mmaction - INFO - Epoch [4][660/2505] lr: 5.000e-04, eta: 3 days, 3:20:06, time: 1.937, data_time: 0.004, memory: 8522, top1_acc: 0.4370, top5_acc: 0.6479, loss_cls: 3.0101, loss: 3.0101, grad_norm: 11.6799 2020-07-28 07:51:01,859 - mmaction - INFO - Epoch [4][680/2505] lr: 5.000e-04, eta: 3 days, 3:19:12, time: 1.934, data_time: 0.008, memory: 8522, top1_acc: 0.4323, top5_acc: 0.6583, loss_cls: 2.9697, loss: 2.9697, grad_norm: 11.1094 2020-07-28 07:51:40,671 - mmaction - INFO - Epoch [4][700/2505] lr: 5.000e-04, eta: 3 days, 3:18:20, time: 1.941, data_time: 0.006, memory: 8522, top1_acc: 0.4359, top5_acc: 0.6542, loss_cls: 2.9744, loss: 2.9744, grad_norm: 11.7361 2020-07-28 07:52:19,542 - mmaction - INFO - Epoch [4][720/2505] lr: 5.000e-04, eta: 3 days, 3:17:29, time: 1.944, data_time: 0.006, memory: 8522, top1_acc: 0.4193, top5_acc: 0.6552, loss_cls: 2.9991, loss: 2.9991, grad_norm: 11.5028 2020-07-28 07:52:58,977 - mmaction - INFO - Epoch [4][740/2505] lr: 5.000e-04, eta: 3 days, 3:16:47, time: 1.972, data_time: 0.005, memory: 8522, top1_acc: 0.4318, top5_acc: 0.6594, loss_cls: 2.9697, loss: 2.9697, grad_norm: 10.8670 2020-07-28 07:53:37,666 - mmaction - INFO - Epoch [4][760/2505] lr: 5.000e-04, eta: 3 days, 3:15:53, time: 1.934, data_time: 0.005, memory: 8522, top1_acc: 0.4292, top5_acc: 0.6443, loss_cls: 2.9917, loss: 2.9917, grad_norm: 11.6312 2020-07-28 07:54:16,740 - mmaction - INFO - Epoch [4][780/2505] lr: 5.000e-04, eta: 3 days, 3:15:06, time: 1.954, data_time: 0.004, memory: 8522, top1_acc: 0.4240, top5_acc: 0.6641, loss_cls: 2.9768, loss: 2.9768, grad_norm: 11.3063 2020-07-28 07:54:55,705 - mmaction - INFO - Epoch [4][800/2505] lr: 5.000e-04, eta: 3 days, 3:14:12, time: 1.935, data_time: 0.004, memory: 8522, top1_acc: 0.4182, top5_acc: 0.6448, loss_cls: 2.9980, loss: 2.9980, grad_norm: 11.9431 2020-07-28 07:55:35,544 - mmaction - INFO - Epoch [4][820/2505] lr: 5.000e-04, eta: 3 days, 3:13:38, time: 1.993, data_time: 0.018, memory: 8522, top1_acc: 0.4240, top5_acc: 0.6651, loss_cls: 2.9498, loss: 2.9498, grad_norm: 11.4490 2020-07-28 07:56:14,286 - mmaction - INFO - Epoch [4][840/2505] lr: 5.000e-04, eta: 3 days, 3:12:49, time: 1.949, data_time: 0.017, memory: 8522, top1_acc: 0.4313, top5_acc: 0.6516, loss_cls: 2.9706, loss: 2.9706, grad_norm: 11.4712 2020-07-28 07:56:53,505 - mmaction - INFO - Epoch [4][860/2505] lr: 5.000e-04, eta: 3 days, 3:12:04, time: 1.961, data_time: 0.005, memory: 8522, top1_acc: 0.4068, top5_acc: 0.6385, loss_cls: 3.0508, loss: 3.0508, grad_norm: 11.8582 2020-07-28 07:57:32,412 - mmaction - INFO - Epoch [4][880/2505] lr: 5.000e-04, eta: 3 days, 3:11:14, time: 1.946, data_time: 0.008, memory: 8522, top1_acc: 0.4484, top5_acc: 0.6625, loss_cls: 2.9121, loss: 2.9121, grad_norm: 10.5864 2020-07-28 07:58:11,806 - mmaction - INFO - Epoch [4][900/2505] lr: 5.000e-04, eta: 3 days, 3:10:27, time: 1.953, data_time: 0.006, memory: 8522, top1_acc: 0.4307, top5_acc: 0.6589, loss_cls: 2.9763, loss: 2.9763, grad_norm: 12.3250 2020-07-28 07:58:51,546 - mmaction - INFO - Epoch [4][920/2505] lr: 5.000e-04, eta: 3 days, 3:09:56, time: 2.004, data_time: 0.030, memory: 8522, top1_acc: 0.4385, top5_acc: 0.6724, loss_cls: 2.9054, loss: 2.9054, grad_norm: 11.6152 2020-07-28 07:59:30,554 - mmaction - INFO - Epoch [4][940/2505] lr: 5.000e-04, eta: 3 days, 3:09:08, time: 1.950, data_time: 0.004, memory: 8522, top1_acc: 0.4281, top5_acc: 0.6573, loss_cls: 2.9396, loss: 2.9396, grad_norm: 11.4830 2020-07-28 08:00:14,757 - mmaction - INFO - Epoch [4][960/2505] lr: 5.000e-04, eta: 3 days, 3:09:43, time: 2.209, data_time: 0.005, memory: 8522, top1_acc: 0.4516, top5_acc: 0.6760, loss_cls: 2.9012, loss: 2.9012, grad_norm: 11.3048 2020-07-28 08:00:54,094 - mmaction - INFO - Epoch [4][980/2505] lr: 5.000e-04, eta: 3 days, 3:09:00, time: 1.969, data_time: 0.009, memory: 8522, top1_acc: 0.4349, top5_acc: 0.6594, loss_cls: 2.9909, loss: 2.9909, grad_norm: 11.1413 2020-07-28 08:01:33,300 - mmaction - INFO - Epoch [4][1000/2505] lr: 5.000e-04, eta: 3 days, 3:08:15, time: 1.960, data_time: 0.008, memory: 8522, top1_acc: 0.4292, top5_acc: 0.6661, loss_cls: 2.9507, loss: 2.9507, grad_norm: 11.8367 2020-07-28 08:02:12,218 - mmaction - INFO - Epoch [4][1020/2505] lr: 5.000e-04, eta: 3 days, 3:07:25, time: 1.946, data_time: 0.010, memory: 8522, top1_acc: 0.4229, top5_acc: 0.6615, loss_cls: 2.9395, loss: 2.9395, grad_norm: 11.3009 2020-07-28 08:02:52,123 - mmaction - INFO - Epoch [4][1040/2505] lr: 5.000e-04, eta: 3 days, 3:06:51, time: 1.995, data_time: 0.005, memory: 8522, top1_acc: 0.4385, top5_acc: 0.6651, loss_cls: 2.9265, loss: 2.9265, grad_norm: 11.6287 2020-07-28 08:03:30,801 - mmaction - INFO - Epoch [4][1060/2505] lr: 5.000e-04, eta: 3 days, 3:05:58, time: 1.934, data_time: 0.005, memory: 8522, top1_acc: 0.4302, top5_acc: 0.6516, loss_cls: 2.9704, loss: 2.9704, grad_norm: 11.4002 2020-07-28 08:04:09,619 - mmaction - INFO - Epoch [4][1080/2505] lr: 5.000e-04, eta: 3 days, 3:05:07, time: 1.941, data_time: 0.004, memory: 8522, top1_acc: 0.4432, top5_acc: 0.6667, loss_cls: 2.9120, loss: 2.9120, grad_norm: 11.4323 2020-07-28 08:04:48,494 - mmaction - INFO - Epoch [4][1100/2505] lr: 5.000e-04, eta: 3 days, 3:04:15, time: 1.938, data_time: 0.006, memory: 8522, top1_acc: 0.4302, top5_acc: 0.6516, loss_cls: 2.9468, loss: 2.9468, grad_norm: 11.0868 2020-07-28 08:05:28,361 - mmaction - INFO - Epoch [4][1120/2505] lr: 5.000e-04, eta: 3 days, 3:03:39, time: 1.991, data_time: 0.013, memory: 8522, top1_acc: 0.4443, top5_acc: 0.6729, loss_cls: 2.9162, loss: 2.9162, grad_norm: 11.7086 2020-07-28 08:06:07,483 - mmaction - INFO - Epoch [4][1140/2505] lr: 5.000e-04, eta: 3 days, 3:02:53, time: 1.954, data_time: 0.016, memory: 8522, top1_acc: 0.4339, top5_acc: 0.6625, loss_cls: 2.9367, loss: 2.9367, grad_norm: 11.7942 2020-07-28 08:06:46,540 - mmaction - INFO - Epoch [4][1160/2505] lr: 5.000e-04, eta: 3 days, 3:02:06, time: 1.954, data_time: 0.015, memory: 8522, top1_acc: 0.4448, top5_acc: 0.6693, loss_cls: 2.8822, loss: 2.8822, grad_norm: 11.9077 2020-07-28 08:07:25,189 - mmaction - INFO - Epoch [4][1180/2505] lr: 5.000e-04, eta: 3 days, 3:01:15, time: 1.941, data_time: 0.013, memory: 8522, top1_acc: 0.4401, top5_acc: 0.6729, loss_cls: 2.9054, loss: 2.9054, grad_norm: 11.7976 2020-07-28 08:08:04,134 - mmaction - INFO - Epoch [4][1200/2505] lr: 5.000e-04, eta: 3 days, 3:00:26, time: 1.947, data_time: 0.004, memory: 8522, top1_acc: 0.4307, top5_acc: 0.6677, loss_cls: 2.9424, loss: 2.9424, grad_norm: 11.2560 2020-07-28 08:08:42,868 - mmaction - INFO - Epoch [4][1220/2505] lr: 5.000e-04, eta: 3 days, 2:59:34, time: 1.936, data_time: 0.010, memory: 8522, top1_acc: 0.4406, top5_acc: 0.6630, loss_cls: 2.8781, loss: 2.8781, grad_norm: 11.1908 2020-07-28 08:09:22,785 - mmaction - INFO - Epoch [4][1240/2505] lr: 5.000e-04, eta: 3 days, 2:59:00, time: 1.996, data_time: 0.005, memory: 8522, top1_acc: 0.4505, top5_acc: 0.6682, loss_cls: 2.8671, loss: 2.8671, grad_norm: 12.1579 2020-07-28 08:10:02,209 - mmaction - INFO - Epoch [4][1260/2505] lr: 5.000e-04, eta: 3 days, 2:58:16, time: 1.962, data_time: 0.009, memory: 8522, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.9217, loss: 2.9217, grad_norm: 11.6412 2020-07-28 08:10:41,222 - mmaction - INFO - Epoch [4][1280/2505] lr: 5.000e-04, eta: 3 days, 2:57:31, time: 1.960, data_time: 0.015, memory: 8522, top1_acc: 0.4333, top5_acc: 0.6677, loss_cls: 2.9168, loss: 2.9168, grad_norm: 11.7459 2020-07-28 08:11:20,684 - mmaction - INFO - Epoch [4][1300/2505] lr: 5.000e-04, eta: 3 days, 2:56:50, time: 1.973, data_time: 0.004, memory: 8522, top1_acc: 0.4385, top5_acc: 0.6604, loss_cls: 2.9048, loss: 2.9048, grad_norm: 11.3953 2020-07-28 08:11:59,404 - mmaction - INFO - Epoch [4][1320/2505] lr: 5.000e-04, eta: 3 days, 2:55:55, time: 1.928, data_time: 0.004, memory: 8522, top1_acc: 0.4370, top5_acc: 0.6604, loss_cls: 2.9185, loss: 2.9185, grad_norm: 11.9173 2020-07-28 08:12:38,637 - mmaction - INFO - Epoch [4][1340/2505] lr: 5.000e-04, eta: 3 days, 2:55:14, time: 1.970, data_time: 0.015, memory: 8522, top1_acc: 0.4286, top5_acc: 0.6552, loss_cls: 2.9218, loss: 2.9218, grad_norm: 11.3635 2020-07-28 08:13:17,658 - mmaction - INFO - Epoch [4][1360/2505] lr: 5.000e-04, eta: 3 days, 2:54:23, time: 1.941, data_time: 0.006, memory: 8522, top1_acc: 0.4229, top5_acc: 0.6630, loss_cls: 2.9627, loss: 2.9627, grad_norm: 11.9904 2020-07-28 08:13:56,403 - mmaction - INFO - Epoch [4][1380/2505] lr: 5.000e-04, eta: 3 days, 2:53:35, time: 1.947, data_time: 0.015, memory: 8522, top1_acc: 0.4401, top5_acc: 0.6693, loss_cls: 2.9064, loss: 2.9064, grad_norm: 11.8883 2020-07-28 08:14:35,191 - mmaction - INFO - Epoch [4][1400/2505] lr: 5.000e-04, eta: 3 days, 2:52:44, time: 1.940, data_time: 0.004, memory: 8522, top1_acc: 0.4328, top5_acc: 0.6599, loss_cls: 2.9224, loss: 2.9224, grad_norm: 11.7609 2020-07-28 08:15:15,562 - mmaction - INFO - Epoch [4][1420/2505] lr: 5.000e-04, eta: 3 days, 2:52:17, time: 2.018, data_time: 0.008, memory: 8522, top1_acc: 0.4224, top5_acc: 0.6609, loss_cls: 2.9690, loss: 2.9690, grad_norm: 12.3579 2020-07-28 08:15:54,305 - mmaction - INFO - Epoch [4][1440/2505] lr: 5.000e-04, eta: 3 days, 2:51:25, time: 1.937, data_time: 0.009, memory: 8522, top1_acc: 0.4323, top5_acc: 0.6615, loss_cls: 2.9060, loss: 2.9060, grad_norm: 11.9617 2020-07-28 08:16:33,378 - mmaction - INFO - Epoch [4][1460/2505] lr: 5.000e-04, eta: 3 days, 2:50:39, time: 1.954, data_time: 0.006, memory: 8522, top1_acc: 0.4396, top5_acc: 0.6635, loss_cls: 2.9100, loss: 2.9100, grad_norm: 12.2907 2020-07-28 08:17:12,914 - mmaction - INFO - Epoch [4][1480/2505] lr: 5.000e-04, eta: 3 days, 2:49:59, time: 1.977, data_time: 0.005, memory: 8522, top1_acc: 0.4380, top5_acc: 0.6620, loss_cls: 2.9209, loss: 2.9209, grad_norm: 11.6376 2020-07-28 08:17:51,591 - mmaction - INFO - Epoch [4][1500/2505] lr: 5.000e-04, eta: 3 days, 2:49:07, time: 1.934, data_time: 0.005, memory: 8522, top1_acc: 0.4313, top5_acc: 0.6714, loss_cls: 2.8870, loss: 2.8870, grad_norm: 12.2575 2020-07-28 08:18:30,140 - mmaction - INFO - Epoch [4][1520/2505] lr: 5.000e-04, eta: 3 days, 2:48:12, time: 1.927, data_time: 0.004, memory: 8522, top1_acc: 0.4651, top5_acc: 0.6656, loss_cls: 2.8672, loss: 2.8672, grad_norm: 12.0773 2020-07-28 08:19:09,217 - mmaction - INFO - Epoch [4][1540/2505] lr: 5.000e-04, eta: 3 days, 2:47:26, time: 1.954, data_time: 0.005, memory: 8522, top1_acc: 0.4339, top5_acc: 0.6531, loss_cls: 2.9626, loss: 2.9626, grad_norm: 11.9931 2020-07-28 08:19:48,194 - mmaction - INFO - Epoch [4][1560/2505] lr: 5.000e-04, eta: 3 days, 2:46:35, time: 1.939, data_time: 0.005, memory: 8522, top1_acc: 0.4448, top5_acc: 0.6625, loss_cls: 2.8829, loss: 2.8829, grad_norm: 11.7917 2020-07-28 08:20:27,851 - mmaction - INFO - Epoch [4][1580/2505] lr: 5.000e-04, eta: 3 days, 2:46:01, time: 1.993, data_time: 0.015, memory: 8522, top1_acc: 0.4521, top5_acc: 0.6682, loss_cls: 2.8598, loss: 2.8598, grad_norm: 12.0019 2020-07-28 08:21:07,016 - mmaction - INFO - Epoch [4][1600/2505] lr: 5.000e-04, eta: 3 days, 2:45:16, time: 1.958, data_time: 0.004, memory: 8522, top1_acc: 0.4297, top5_acc: 0.6604, loss_cls: 2.9195, loss: 2.9195, grad_norm: 12.1911 2020-07-28 08:21:45,807 - mmaction - INFO - Epoch [4][1620/2505] lr: 5.000e-04, eta: 3 days, 2:44:26, time: 1.940, data_time: 0.005, memory: 8522, top1_acc: 0.4266, top5_acc: 0.6568, loss_cls: 2.9172, loss: 2.9172, grad_norm: 11.6939 2020-07-28 08:22:24,223 - mmaction - INFO - Epoch [4][1640/2505] lr: 5.000e-04, eta: 3 days, 2:43:29, time: 1.920, data_time: 0.006, memory: 8522, top1_acc: 0.4375, top5_acc: 0.6646, loss_cls: 2.8894, loss: 2.8894, grad_norm: 11.7792 2020-07-28 08:23:04,136 - mmaction - INFO - Epoch [4][1660/2505] lr: 5.000e-04, eta: 3 days, 2:42:56, time: 1.996, data_time: 0.007, memory: 8522, top1_acc: 0.4547, top5_acc: 0.6693, loss_cls: 2.8154, loss: 2.8154, grad_norm: 11.5941 2020-07-28 08:23:43,547 - mmaction - INFO - Epoch [4][1680/2505] lr: 5.000e-04, eta: 3 days, 2:42:15, time: 1.970, data_time: 0.006, memory: 8522, top1_acc: 0.4328, top5_acc: 0.6516, loss_cls: 2.9161, loss: 2.9161, grad_norm: 11.9076 2020-07-28 08:24:22,635 - mmaction - INFO - Epoch [4][1700/2505] lr: 5.000e-04, eta: 3 days, 2:41:29, time: 1.955, data_time: 0.007, memory: 8522, top1_acc: 0.4536, top5_acc: 0.6875, loss_cls: 2.8303, loss: 2.8303, grad_norm: 12.0747 2020-07-28 08:25:01,802 - mmaction - INFO - Epoch [4][1720/2505] lr: 5.000e-04, eta: 3 days, 2:40:44, time: 1.958, data_time: 0.005, memory: 8522, top1_acc: 0.4547, top5_acc: 0.6620, loss_cls: 2.8768, loss: 2.8768, grad_norm: 12.1704 2020-07-28 08:25:40,589 - mmaction - INFO - Epoch [4][1740/2505] lr: 5.000e-04, eta: 3 days, 2:39:53, time: 1.938, data_time: 0.004, memory: 8522, top1_acc: 0.4599, top5_acc: 0.6833, loss_cls: 2.7973, loss: 2.7973, grad_norm: 11.7340 2020-07-28 08:26:19,855 - mmaction - INFO - Epoch [4][1760/2505] lr: 5.000e-04, eta: 3 days, 2:39:08, time: 1.955, data_time: 0.006, memory: 8522, top1_acc: 0.4396, top5_acc: 0.6688, loss_cls: 2.8469, loss: 2.8469, grad_norm: 12.6167 2020-07-28 08:26:58,897 - mmaction - INFO - Epoch [4][1780/2505] lr: 5.000e-04, eta: 3 days, 2:38:21, time: 1.950, data_time: 0.014, memory: 8522, top1_acc: 0.4427, top5_acc: 0.6708, loss_cls: 2.8437, loss: 2.8437, grad_norm: 11.4700 2020-07-28 08:27:38,637 - mmaction - INFO - Epoch [4][1800/2505] lr: 5.000e-04, eta: 3 days, 2:37:45, time: 1.988, data_time: 0.017, memory: 8522, top1_acc: 0.4687, top5_acc: 0.6927, loss_cls: 2.7538, loss: 2.7538, grad_norm: 10.8995 2020-07-28 08:28:17,131 - mmaction - INFO - Epoch [4][1820/2505] lr: 5.000e-04, eta: 3 days, 2:36:53, time: 1.935, data_time: 0.016, memory: 8522, top1_acc: 0.4422, top5_acc: 0.6604, loss_cls: 2.8504, loss: 2.8504, grad_norm: 11.5614 2020-07-28 08:28:56,539 - mmaction - INFO - Epoch [4][1840/2505] lr: 5.000e-04, eta: 3 days, 2:36:12, time: 1.971, data_time: 0.004, memory: 8522, top1_acc: 0.4276, top5_acc: 0.6797, loss_cls: 2.8800, loss: 2.8800, grad_norm: 12.6360 2020-07-28 08:29:35,280 - mmaction - INFO - Epoch [4][1860/2505] lr: 5.000e-04, eta: 3 days, 2:35:21, time: 1.937, data_time: 0.008, memory: 8522, top1_acc: 0.4500, top5_acc: 0.6714, loss_cls: 2.8404, loss: 2.8404, grad_norm: 12.1376 2020-07-28 08:30:14,576 - mmaction - INFO - Epoch [4][1880/2505] lr: 5.000e-04, eta: 3 days, 2:34:39, time: 1.965, data_time: 0.005, memory: 8522, top1_acc: 0.4349, top5_acc: 0.6500, loss_cls: 2.8790, loss: 2.8790, grad_norm: 12.3471 2020-07-28 08:30:53,304 - mmaction - INFO - Epoch [4][1900/2505] lr: 5.000e-04, eta: 3 days, 2:33:48, time: 1.936, data_time: 0.005, memory: 8522, top1_acc: 0.4500, top5_acc: 0.6719, loss_cls: 2.7932, loss: 2.7932, grad_norm: 11.7449 2020-07-28 08:31:32,241 - mmaction - INFO - Epoch [4][1920/2505] lr: 5.000e-04, eta: 3 days, 2:33:00, time: 1.947, data_time: 0.005, memory: 8522, top1_acc: 0.4365, top5_acc: 0.6771, loss_cls: 2.8535, loss: 2.8535, grad_norm: 12.1825 2020-07-28 08:32:11,254 - mmaction - INFO - Epoch [4][1940/2505] lr: 5.000e-04, eta: 3 days, 2:32:12, time: 1.945, data_time: 0.007, memory: 8522, top1_acc: 0.4594, top5_acc: 0.6818, loss_cls: 2.8077, loss: 2.8077, grad_norm: 11.7145 2020-07-28 08:32:50,368 - mmaction - INFO - Epoch [4][1960/2505] lr: 5.000e-04, eta: 3 days, 2:31:28, time: 1.961, data_time: 0.011, memory: 8522, top1_acc: 0.4547, top5_acc: 0.6781, loss_cls: 2.7851, loss: 2.7851, grad_norm: 11.6081 2020-07-28 08:33:29,271 - mmaction - INFO - Epoch [4][1980/2505] lr: 5.000e-04, eta: 3 days, 2:30:37, time: 1.935, data_time: 0.007, memory: 8522, top1_acc: 0.4458, top5_acc: 0.6797, loss_cls: 2.8150, loss: 2.8150, grad_norm: 11.5112 2020-07-28 08:34:08,068 - mmaction - INFO - Epoch [4][2000/2505] lr: 5.000e-04, eta: 3 days, 2:29:51, time: 1.950, data_time: 0.015, memory: 8522, top1_acc: 0.4552, top5_acc: 0.6953, loss_cls: 2.7714, loss: 2.7714, grad_norm: 12.0153 2020-07-28 08:34:47,274 - mmaction - INFO - Epoch [4][2020/2505] lr: 5.000e-04, eta: 3 days, 2:29:07, time: 1.961, data_time: 0.004, memory: 8522, top1_acc: 0.4609, top5_acc: 0.6828, loss_cls: 2.8075, loss: 2.8075, grad_norm: 11.9282 2020-07-28 08:35:26,290 - mmaction - INFO - Epoch [4][2040/2505] lr: 5.000e-04, eta: 3 days, 2:28:20, time: 1.950, data_time: 0.008, memory: 8522, top1_acc: 0.4745, top5_acc: 0.6969, loss_cls: 2.7180, loss: 2.7180, grad_norm: 12.1434 2020-07-28 08:36:05,476 - mmaction - INFO - Epoch [4][2060/2505] lr: 5.000e-04, eta: 3 days, 2:27:36, time: 1.959, data_time: 0.009, memory: 8522, top1_acc: 0.4505, top5_acc: 0.6625, loss_cls: 2.8604, loss: 2.8604, grad_norm: 12.4621 2020-07-28 08:36:44,732 - mmaction - INFO - Epoch [4][2080/2505] lr: 5.000e-04, eta: 3 days, 2:26:53, time: 1.963, data_time: 0.005, memory: 8522, top1_acc: 0.4583, top5_acc: 0.6849, loss_cls: 2.7885, loss: 2.7885, grad_norm: 13.1566 2020-07-28 08:37:23,713 - mmaction - INFO - Epoch [4][2100/2505] lr: 5.000e-04, eta: 3 days, 2:26:06, time: 1.949, data_time: 0.004, memory: 8522, top1_acc: 0.4458, top5_acc: 0.6698, loss_cls: 2.8401, loss: 2.8401, grad_norm: 12.8013 2020-07-28 08:38:02,947 - mmaction - INFO - Epoch [4][2120/2505] lr: 5.000e-04, eta: 3 days, 2:25:23, time: 1.962, data_time: 0.008, memory: 8522, top1_acc: 0.4344, top5_acc: 0.6672, loss_cls: 2.8509, loss: 2.8509, grad_norm: 12.5066 2020-07-28 08:38:41,994 - mmaction - INFO - Epoch [4][2140/2505] lr: 5.000e-04, eta: 3 days, 2:24:37, time: 1.952, data_time: 0.005, memory: 8522, top1_acc: 0.4521, top5_acc: 0.6839, loss_cls: 2.7481, loss: 2.7481, grad_norm: 12.5405 2020-07-28 08:39:21,645 - mmaction - INFO - Epoch [4][2160/2505] lr: 5.000e-04, eta: 3 days, 2:24:00, time: 1.982, data_time: 0.005, memory: 8522, top1_acc: 0.4583, top5_acc: 0.6781, loss_cls: 2.8378, loss: 2.8378, grad_norm: 12.0425 2020-07-28 08:40:00,929 - mmaction - INFO - Epoch [4][2180/2505] lr: 5.000e-04, eta: 3 days, 2:23:15, time: 1.954, data_time: 0.006, memory: 8522, top1_acc: 0.4396, top5_acc: 0.6609, loss_cls: 2.8743, loss: 2.8743, grad_norm: 13.1290 2020-07-28 08:40:39,925 - mmaction - INFO - Epoch [4][2200/2505] lr: 5.000e-04, eta: 3 days, 2:22:27, time: 1.947, data_time: 0.015, memory: 8522, top1_acc: 0.4536, top5_acc: 0.6828, loss_cls: 2.7721, loss: 2.7721, grad_norm: 12.3797 2020-07-28 08:41:18,677 - mmaction - INFO - Epoch [4][2220/2505] lr: 5.000e-04, eta: 3 days, 2:21:41, time: 1.951, data_time: 0.019, memory: 8522, top1_acc: 0.4318, top5_acc: 0.6698, loss_cls: 2.8405, loss: 2.8405, grad_norm: 11.9270 2020-07-28 08:41:57,401 - mmaction - INFO - Epoch [4][2240/2505] lr: 5.000e-04, eta: 3 days, 2:20:51, time: 1.936, data_time: 0.004, memory: 8522, top1_acc: 0.4573, top5_acc: 0.6807, loss_cls: 2.7908, loss: 2.7908, grad_norm: 11.6397 2020-07-28 08:42:35,969 - mmaction - INFO - Epoch [4][2260/2505] lr: 5.000e-04, eta: 3 days, 2:19:58, time: 1.928, data_time: 0.009, memory: 8522, top1_acc: 0.4479, top5_acc: 0.6828, loss_cls: 2.7923, loss: 2.7923, grad_norm: 11.7649 2020-07-28 08:43:15,283 - mmaction - INFO - Epoch [4][2280/2505] lr: 5.000e-04, eta: 3 days, 2:19:16, time: 1.966, data_time: 0.004, memory: 8522, top1_acc: 0.4448, top5_acc: 0.6807, loss_cls: 2.7935, loss: 2.7935, grad_norm: 12.2548 2020-07-28 08:43:54,232 - mmaction - INFO - Epoch [4][2300/2505] lr: 5.000e-04, eta: 3 days, 2:18:29, time: 1.948, data_time: 0.006, memory: 8522, top1_acc: 0.4594, top5_acc: 0.6797, loss_cls: 2.7624, loss: 2.7624, grad_norm: 13.4955 2020-07-28 08:44:33,540 - mmaction - INFO - Epoch [4][2320/2505] lr: 5.000e-04, eta: 3 days, 2:17:47, time: 1.965, data_time: 0.007, memory: 8522, top1_acc: 0.4469, top5_acc: 0.6641, loss_cls: 2.8210, loss: 2.8210, grad_norm: 12.5116 2020-07-28 08:45:12,349 - mmaction - INFO - Epoch [4][2340/2505] lr: 5.000e-04, eta: 3 days, 2:16:59, time: 1.940, data_time: 0.004, memory: 8522, top1_acc: 0.4594, top5_acc: 0.6854, loss_cls: 2.7772, loss: 2.7772, grad_norm: 12.3889 2020-07-28 08:45:52,191 - mmaction - INFO - Epoch [4][2360/2505] lr: 5.000e-04, eta: 3 days, 2:16:24, time: 1.992, data_time: 0.005, memory: 8522, top1_acc: 0.4563, top5_acc: 0.6911, loss_cls: 2.7857, loss: 2.7857, grad_norm: 12.3529 2020-07-28 08:46:30,929 - mmaction - INFO - Epoch [4][2380/2505] lr: 5.000e-04, eta: 3 days, 2:15:31, time: 1.927, data_time: 0.004, memory: 8522, top1_acc: 0.4484, top5_acc: 0.6823, loss_cls: 2.7664, loss: 2.7664, grad_norm: 13.1457 2020-07-28 08:47:10,896 - mmaction - INFO - Epoch [4][2400/2505] lr: 5.000e-04, eta: 3 days, 2:14:57, time: 1.994, data_time: 0.015, memory: 8522, top1_acc: 0.4516, top5_acc: 0.6740, loss_cls: 2.8326, loss: 2.8326, grad_norm: 12.3979 2020-07-28 08:47:50,792 - mmaction - INFO - Epoch [4][2420/2505] lr: 5.000e-04, eta: 3 days, 2:14:23, time: 1.995, data_time: 0.019, memory: 8522, top1_acc: 0.4578, top5_acc: 0.6828, loss_cls: 2.7676, loss: 2.7676, grad_norm: 11.7853 2020-07-28 08:48:29,927 - mmaction - INFO - Epoch [4][2440/2505] lr: 5.000e-04, eta: 3 days, 2:13:43, time: 1.970, data_time: 0.018, memory: 8522, top1_acc: 0.4656, top5_acc: 0.6922, loss_cls: 2.7221, loss: 2.7221, grad_norm: 11.5947 2020-07-28 08:49:08,842 - mmaction - INFO - Epoch [4][2460/2505] lr: 5.000e-04, eta: 3 days, 2:12:56, time: 1.946, data_time: 0.005, memory: 8522, top1_acc: 0.4583, top5_acc: 0.6885, loss_cls: 2.7104, loss: 2.7104, grad_norm: 11.9740 2020-07-28 08:49:47,964 - mmaction - INFO - Epoch [4][2480/2505] lr: 5.000e-04, eta: 3 days, 2:12:11, time: 1.956, data_time: 0.008, memory: 8522, top1_acc: 0.4490, top5_acc: 0.6797, loss_cls: 2.7427, loss: 2.7427, grad_norm: 11.8209 2020-07-28 08:50:26,772 - mmaction - INFO - Epoch [4][2500/2505] lr: 5.000e-04, eta: 3 days, 2:11:22, time: 1.940, data_time: 0.010, memory: 8522, top1_acc: 0.4542, top5_acc: 0.6875, loss_cls: 2.7314, loss: 2.7314, grad_norm: 12.3411 2020-07-28 08:50:41,259 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-28 08:52:00,982 - mmaction - INFO - Epoch [5][20/2505] lr: 5.000e-04, eta: 3 days, 2:17:00, time: 3.903, data_time: 1.910, memory: 8522, top1_acc: 0.4552, top5_acc: 0.6755, loss_cls: 2.8023, loss: 2.8023, grad_norm: 12.4542 2020-07-28 08:52:41,197 - mmaction - INFO - Epoch [5][40/2505] lr: 5.000e-04, eta: 3 days, 2:16:26, time: 1.998, data_time: 0.009, memory: 8522, top1_acc: 0.4453, top5_acc: 0.6688, loss_cls: 2.8054, loss: 2.8054, grad_norm: 12.3665 2020-07-28 08:53:21,146 - mmaction - INFO - Epoch [5][60/2505] lr: 5.000e-04, eta: 3 days, 2:15:51, time: 1.997, data_time: 0.020, memory: 8522, top1_acc: 0.4438, top5_acc: 0.6766, loss_cls: 2.8135, loss: 2.8135, grad_norm: 12.1776 2020-07-28 08:54:01,228 - mmaction - INFO - Epoch [5][80/2505] lr: 5.000e-04, eta: 3 days, 2:15:20, time: 2.007, data_time: 0.019, memory: 8522, top1_acc: 0.4667, top5_acc: 0.6849, loss_cls: 2.7135, loss: 2.7135, grad_norm: 12.6574 2020-07-28 08:54:41,319 - mmaction - INFO - Epoch [5][100/2505] lr: 5.000e-04, eta: 3 days, 2:14:47, time: 2.002, data_time: 0.015, memory: 8522, top1_acc: 0.4484, top5_acc: 0.6698, loss_cls: 2.8281, loss: 2.8281, grad_norm: 12.0666 2020-07-28 08:55:21,245 - mmaction - INFO - Epoch [5][120/2505] lr: 5.000e-04, eta: 3 days, 2:14:13, time: 1.998, data_time: 0.017, memory: 8522, top1_acc: 0.4714, top5_acc: 0.7031, loss_cls: 2.6508, loss: 2.6508, grad_norm: 11.8123 2020-07-28 08:56:01,100 - mmaction - INFO - Epoch [5][140/2505] lr: 5.000e-04, eta: 3 days, 2:13:37, time: 1.992, data_time: 0.021, memory: 8522, top1_acc: 0.4479, top5_acc: 0.6839, loss_cls: 2.8083, loss: 2.8083, grad_norm: 12.8373 2020-07-28 08:56:40,314 - mmaction - INFO - Epoch [5][160/2505] lr: 5.000e-04, eta: 3 days, 2:12:56, time: 1.972, data_time: 0.016, memory: 8522, top1_acc: 0.4417, top5_acc: 0.6641, loss_cls: 2.8165, loss: 2.8165, grad_norm: 12.3466 2020-07-28 08:57:19,385 - mmaction - INFO - Epoch [5][180/2505] lr: 5.000e-04, eta: 3 days, 2:12:10, time: 1.954, data_time: 0.004, memory: 8522, top1_acc: 0.4490, top5_acc: 0.6646, loss_cls: 2.7768, loss: 2.7768, grad_norm: 11.9515 2020-07-28 08:57:59,401 - mmaction - INFO - Epoch [5][200/2505] lr: 5.000e-04, eta: 3 days, 2:11:37, time: 2.001, data_time: 0.009, memory: 8522, top1_acc: 0.4677, top5_acc: 0.6828, loss_cls: 2.7255, loss: 2.7255, grad_norm: 12.2382 2020-07-28 08:58:38,301 - mmaction - INFO - Epoch [5][220/2505] lr: 5.000e-04, eta: 3 days, 2:10:49, time: 1.945, data_time: 0.008, memory: 8522, top1_acc: 0.4557, top5_acc: 0.6906, loss_cls: 2.7298, loss: 2.7298, grad_norm: 12.4630 2020-07-28 08:59:17,523 - mmaction - INFO - Epoch [5][240/2505] lr: 5.000e-04, eta: 3 days, 2:10:05, time: 1.961, data_time: 0.005, memory: 8522, top1_acc: 0.4516, top5_acc: 0.6812, loss_cls: 2.7784, loss: 2.7784, grad_norm: 12.8530 2020-07-28 08:59:57,247 - mmaction - INFO - Epoch [5][260/2505] lr: 5.000e-04, eta: 3 days, 2:09:28, time: 1.986, data_time: 0.011, memory: 8522, top1_acc: 0.4708, top5_acc: 0.7021, loss_cls: 2.6762, loss: 2.6762, grad_norm: 12.8203 2020-07-28 09:00:39,542 - mmaction - INFO - Epoch [5][280/2505] lr: 5.000e-04, eta: 3 days, 2:09:24, time: 2.114, data_time: 0.005, memory: 8522, top1_acc: 0.4615, top5_acc: 0.6953, loss_cls: 2.7290, loss: 2.7290, grad_norm: 12.4918 2020-07-28 09:01:18,238 - mmaction - INFO - Epoch [5][300/2505] lr: 5.000e-04, eta: 3 days, 2:08:33, time: 1.936, data_time: 0.011, memory: 8522, top1_acc: 0.4547, top5_acc: 0.6927, loss_cls: 2.7272, loss: 2.7272, grad_norm: 12.3851 2020-07-28 09:01:57,104 - mmaction - INFO - Epoch [5][320/2505] lr: 5.000e-04, eta: 3 days, 2:07:45, time: 1.943, data_time: 0.007, memory: 8522, top1_acc: 0.4740, top5_acc: 0.6964, loss_cls: 2.6895, loss: 2.6895, grad_norm: 12.9626 2020-07-28 09:02:36,264 - mmaction - INFO - Epoch [5][340/2505] lr: 5.000e-04, eta: 3 days, 2:07:00, time: 1.958, data_time: 0.009, memory: 8522, top1_acc: 0.4453, top5_acc: 0.6677, loss_cls: 2.8086, loss: 2.8086, grad_norm: 12.8837 2020-07-28 09:03:15,714 - mmaction - INFO - Epoch [5][360/2505] lr: 5.000e-04, eta: 3 days, 2:06:19, time: 1.972, data_time: 0.006, memory: 8522, top1_acc: 0.4620, top5_acc: 0.6917, loss_cls: 2.7385, loss: 2.7385, grad_norm: 12.6480 2020-07-28 09:03:54,217 - mmaction - INFO - Epoch [5][380/2505] lr: 5.000e-04, eta: 3 days, 2:05:26, time: 1.925, data_time: 0.006, memory: 8522, top1_acc: 0.4708, top5_acc: 0.7000, loss_cls: 2.6847, loss: 2.6847, grad_norm: 12.2925 2020-07-28 09:04:34,156 - mmaction - INFO - Epoch [5][400/2505] lr: 5.000e-04, eta: 3 days, 2:04:50, time: 1.989, data_time: 0.004, memory: 8522, top1_acc: 0.4630, top5_acc: 0.6891, loss_cls: 2.7415, loss: 2.7415, grad_norm: 12.6934 2020-07-28 09:05:13,542 - mmaction - INFO - Epoch [5][420/2505] lr: 5.000e-04, eta: 3 days, 2:04:10, time: 1.976, data_time: 0.013, memory: 8522, top1_acc: 0.4599, top5_acc: 0.6750, loss_cls: 2.7321, loss: 2.7321, grad_norm: 12.4036 2020-07-28 09:05:52,711 - mmaction - INFO - Epoch [5][440/2505] lr: 5.000e-04, eta: 3 days, 2:03:23, time: 1.949, data_time: 0.006, memory: 8522, top1_acc: 0.4510, top5_acc: 0.6760, loss_cls: 2.7765, loss: 2.7765, grad_norm: 12.4658 2020-07-28 09:06:37,226 - mmaction - INFO - Epoch [5][460/2505] lr: 5.000e-04, eta: 3 days, 2:03:50, time: 2.236, data_time: 0.184, memory: 8522, top1_acc: 0.4677, top5_acc: 0.6906, loss_cls: 2.7245, loss: 2.7245, grad_norm: 12.8237 2020-07-28 09:07:16,252 - mmaction - INFO - Epoch [5][480/2505] lr: 5.000e-04, eta: 3 days, 2:03:04, time: 1.951, data_time: 0.005, memory: 8522, top1_acc: 0.4729, top5_acc: 0.7010, loss_cls: 2.6608, loss: 2.6608, grad_norm: 12.4300 2020-07-28 09:07:55,121 - mmaction - INFO - Epoch [5][500/2505] lr: 5.000e-04, eta: 3 days, 2:02:15, time: 1.943, data_time: 0.004, memory: 8522, top1_acc: 0.4526, top5_acc: 0.6844, loss_cls: 2.7525, loss: 2.7525, grad_norm: 12.8731 2020-07-28 09:08:34,298 - mmaction - INFO - Epoch [5][520/2505] lr: 5.000e-04, eta: 3 days, 2:01:29, time: 1.950, data_time: 0.005, memory: 8522, top1_acc: 0.4620, top5_acc: 0.6906, loss_cls: 2.7259, loss: 2.7259, grad_norm: 12.7087 2020-07-28 09:09:13,023 - mmaction - INFO - Epoch [5][540/2505] lr: 5.000e-04, eta: 3 days, 2:00:38, time: 1.935, data_time: 0.017, memory: 8522, top1_acc: 0.4875, top5_acc: 0.6948, loss_cls: 2.6514, loss: 2.6514, grad_norm: 11.9696 2020-07-28 09:09:52,692 - mmaction - INFO - Epoch [5][560/2505] lr: 5.000e-04, eta: 3 days, 1:59:59, time: 1.980, data_time: 0.015, memory: 8522, top1_acc: 0.4609, top5_acc: 0.6979, loss_cls: 2.6837, loss: 2.6837, grad_norm: 12.7699 2020-07-28 09:10:32,462 - mmaction - INFO - Epoch [5][580/2505] lr: 5.000e-04, eta: 3 days, 1:59:25, time: 1.998, data_time: 0.019, memory: 8522, top1_acc: 0.4781, top5_acc: 0.7057, loss_cls: 2.6216, loss: 2.6216, grad_norm: 12.0057 2020-07-28 09:11:11,481 - mmaction - INFO - Epoch [5][600/2505] lr: 5.000e-04, eta: 3 days, 1:58:40, time: 1.956, data_time: 0.013, memory: 8522, top1_acc: 0.4604, top5_acc: 0.6943, loss_cls: 2.7059, loss: 2.7059, grad_norm: 13.5551 2020-07-28 09:11:50,946 - mmaction - INFO - Epoch [5][620/2505] lr: 5.000e-04, eta: 3 days, 1:57:59, time: 1.973, data_time: 0.008, memory: 8522, top1_acc: 0.4505, top5_acc: 0.6911, loss_cls: 2.7176, loss: 2.7176, grad_norm: 12.1683 2020-07-28 09:12:30,995 - mmaction - INFO - Epoch [5][640/2505] lr: 5.000e-04, eta: 3 days, 1:57:26, time: 2.003, data_time: 0.008, memory: 8522, top1_acc: 0.4578, top5_acc: 0.6943, loss_cls: 2.6917, loss: 2.6917, grad_norm: 12.9352 2020-07-28 09:13:10,781 - mmaction - INFO - Epoch [5][660/2505] lr: 5.000e-04, eta: 3 days, 1:56:49, time: 1.989, data_time: 0.008, memory: 8522, top1_acc: 0.4589, top5_acc: 0.6839, loss_cls: 2.7658, loss: 2.7658, grad_norm: 12.6562 2020-07-28 09:13:49,510 - mmaction - INFO - Epoch [5][680/2505] lr: 5.000e-04, eta: 3 days, 1:55:59, time: 1.936, data_time: 0.007, memory: 8522, top1_acc: 0.4677, top5_acc: 0.6818, loss_cls: 2.7048, loss: 2.7048, grad_norm: 12.8547 2020-07-28 09:14:28,820 - mmaction - INFO - Epoch [5][700/2505] lr: 5.000e-04, eta: 3 days, 1:55:17, time: 1.966, data_time: 0.006, memory: 8522, top1_acc: 0.4667, top5_acc: 0.6964, loss_cls: 2.7032, loss: 2.7032, grad_norm: 12.8412 2020-07-28 09:15:08,313 - mmaction - INFO - Epoch [5][720/2505] lr: 5.000e-04, eta: 3 days, 1:54:36, time: 1.975, data_time: 0.008, memory: 8522, top1_acc: 0.4630, top5_acc: 0.6781, loss_cls: 2.6790, loss: 2.6790, grad_norm: 12.5945 2020-07-28 09:15:47,278 - mmaction - INFO - Epoch [5][740/2505] lr: 5.000e-04, eta: 3 days, 1:53:50, time: 1.948, data_time: 0.005, memory: 8522, top1_acc: 0.4484, top5_acc: 0.6797, loss_cls: 2.7383, loss: 2.7383, grad_norm: 12.5404 2020-07-28 09:16:26,115 - mmaction - INFO - Epoch [5][760/2505] lr: 5.000e-04, eta: 3 days, 1:53:01, time: 1.942, data_time: 0.004, memory: 8522, top1_acc: 0.4693, top5_acc: 0.6885, loss_cls: 2.6877, loss: 2.6877, grad_norm: 12.6230 2020-07-28 09:17:05,480 - mmaction - INFO - Epoch [5][780/2505] lr: 5.000e-04, eta: 3 days, 1:52:19, time: 1.969, data_time: 0.005, memory: 8522, top1_acc: 0.4677, top5_acc: 0.6802, loss_cls: 2.7116, loss: 2.7116, grad_norm: 12.2976 2020-07-28 09:17:45,162 - mmaction - INFO - Epoch [5][800/2505] lr: 5.000e-04, eta: 3 days, 1:51:41, time: 1.983, data_time: 0.004, memory: 8522, top1_acc: 0.4714, top5_acc: 0.7026, loss_cls: 2.6396, loss: 2.6396, grad_norm: 12.3544 2020-07-28 09:18:24,281 - mmaction - INFO - Epoch [5][820/2505] lr: 5.000e-04, eta: 3 days, 1:50:54, time: 1.944, data_time: 0.006, memory: 8522, top1_acc: 0.4542, top5_acc: 0.6604, loss_cls: 2.7537, loss: 2.7537, grad_norm: 12.7105 2020-07-28 09:19:03,787 - mmaction - INFO - Epoch [5][840/2505] lr: 5.000e-04, eta: 3 days, 1:50:14, time: 1.976, data_time: 0.016, memory: 8522, top1_acc: 0.4755, top5_acc: 0.6964, loss_cls: 2.6500, loss: 2.6500, grad_norm: 12.5882 2020-07-28 09:19:42,830 - mmaction - INFO - Epoch [5][860/2505] lr: 5.000e-04, eta: 3 days, 1:49:31, time: 1.963, data_time: 0.015, memory: 8522, top1_acc: 0.4745, top5_acc: 0.7031, loss_cls: 2.6362, loss: 2.6362, grad_norm: 12.4651 2020-07-28 09:20:21,732 - mmaction - INFO - Epoch [5][880/2505] lr: 5.000e-04, eta: 3 days, 1:48:43, time: 1.945, data_time: 0.004, memory: 8522, top1_acc: 0.4667, top5_acc: 0.7036, loss_cls: 2.6410, loss: 2.6410, grad_norm: 12.2068 2020-07-28 09:21:00,722 - mmaction - INFO - Epoch [5][900/2505] lr: 5.000e-04, eta: 3 days, 1:47:57, time: 1.949, data_time: 0.004, memory: 8522, top1_acc: 0.4453, top5_acc: 0.6750, loss_cls: 2.7274, loss: 2.7274, grad_norm: 12.3844 2020-07-28 09:21:39,783 - mmaction - INFO - Epoch [5][920/2505] lr: 5.000e-04, eta: 3 days, 1:47:11, time: 1.953, data_time: 0.008, memory: 8522, top1_acc: 0.4844, top5_acc: 0.7083, loss_cls: 2.6258, loss: 2.6258, grad_norm: 12.1295 2020-07-28 09:22:18,796 - mmaction - INFO - Epoch [5][940/2505] lr: 5.000e-04, eta: 3 days, 1:46:25, time: 1.951, data_time: 0.006, memory: 8522, top1_acc: 0.4719, top5_acc: 0.6932, loss_cls: 2.6654, loss: 2.6654, grad_norm: 12.9204 2020-07-28 09:22:57,839 - mmaction - INFO - Epoch [5][960/2505] lr: 5.000e-04, eta: 3 days, 1:45:40, time: 1.952, data_time: 0.005, memory: 8522, top1_acc: 0.4729, top5_acc: 0.6901, loss_cls: 2.6831, loss: 2.6831, grad_norm: 12.8372 2020-07-28 09:23:37,021 - mmaction - INFO - Epoch [5][980/2505] lr: 5.000e-04, eta: 3 days, 1:44:56, time: 1.959, data_time: 0.005, memory: 8522, top1_acc: 0.4630, top5_acc: 0.6922, loss_cls: 2.7281, loss: 2.7281, grad_norm: 12.8034 2020-07-28 09:24:16,164 - mmaction - INFO - Epoch [5][1000/2505] lr: 5.000e-04, eta: 3 days, 1:44:11, time: 1.957, data_time: 0.005, memory: 8522, top1_acc: 0.4745, top5_acc: 0.7010, loss_cls: 2.6246, loss: 2.6246, grad_norm: 13.0724 2020-07-28 09:24:55,374 - mmaction - INFO - Epoch [5][1020/2505] lr: 5.000e-04, eta: 3 days, 1:43:25, time: 1.950, data_time: 0.006, memory: 8522, top1_acc: 0.4651, top5_acc: 0.6984, loss_cls: 2.6877, loss: 2.6877, grad_norm: 13.4668 2020-07-28 09:25:34,556 - mmaction - INFO - Epoch [5][1040/2505] lr: 5.000e-04, eta: 3 days, 1:42:40, time: 1.954, data_time: 0.020, memory: 8522, top1_acc: 0.4672, top5_acc: 0.7026, loss_cls: 2.6851, loss: 2.6851, grad_norm: 12.7702 2020-07-28 09:26:13,685 - mmaction - INFO - Epoch [5][1060/2505] lr: 5.000e-04, eta: 3 days, 1:41:59, time: 1.971, data_time: 0.019, memory: 8522, top1_acc: 0.4740, top5_acc: 0.7052, loss_cls: 2.6507, loss: 2.6507, grad_norm: 12.8008 2020-07-28 09:26:52,366 - mmaction - INFO - Epoch [5][1080/2505] lr: 5.000e-04, eta: 3 days, 1:41:10, time: 1.934, data_time: 0.007, memory: 8522, top1_acc: 0.4776, top5_acc: 0.6974, loss_cls: 2.6392, loss: 2.6392, grad_norm: 12.9783 2020-07-28 09:27:32,263 - mmaction - INFO - Epoch [5][1100/2505] lr: 5.000e-04, eta: 3 days, 1:40:34, time: 1.994, data_time: 0.007, memory: 8522, top1_acc: 0.4693, top5_acc: 0.7141, loss_cls: 2.6630, loss: 2.6630, grad_norm: 12.7471 2020-07-28 09:28:11,147 - mmaction - INFO - Epoch [5][1120/2505] lr: 5.000e-04, eta: 3 days, 1:39:47, time: 1.944, data_time: 0.008, memory: 8522, top1_acc: 0.4708, top5_acc: 0.6922, loss_cls: 2.6294, loss: 2.6294, grad_norm: 12.4069 2020-07-28 09:28:49,971 - mmaction - INFO - Epoch [5][1140/2505] lr: 5.000e-04, eta: 3 days, 1:38:59, time: 1.941, data_time: 0.004, memory: 8522, top1_acc: 0.4745, top5_acc: 0.7021, loss_cls: 2.6652, loss: 2.6652, grad_norm: 12.7292 2020-07-28 09:29:28,835 - mmaction - INFO - Epoch [5][1160/2505] lr: 5.000e-04, eta: 3 days, 1:38:11, time: 1.943, data_time: 0.010, memory: 8522, top1_acc: 0.4844, top5_acc: 0.7036, loss_cls: 2.6313, loss: 2.6313, grad_norm: 12.5139 2020-07-28 09:30:08,028 - mmaction - INFO - Epoch [5][1180/2505] lr: 5.000e-04, eta: 3 days, 1:37:28, time: 1.960, data_time: 0.008, memory: 8522, top1_acc: 0.4719, top5_acc: 0.6917, loss_cls: 2.6351, loss: 2.6351, grad_norm: 13.0861 2020-07-28 09:30:46,867 - mmaction - INFO - Epoch [5][1200/2505] lr: 5.000e-04, eta: 3 days, 1:36:40, time: 1.942, data_time: 0.004, memory: 8522, top1_acc: 0.4703, top5_acc: 0.6885, loss_cls: 2.6907, loss: 2.6907, grad_norm: 12.7419 2020-07-28 09:31:26,515 - mmaction - INFO - Epoch [5][1220/2505] lr: 5.000e-04, eta: 3 days, 1:36:02, time: 1.982, data_time: 0.005, memory: 8522, top1_acc: 0.4818, top5_acc: 0.7010, loss_cls: 2.6208, loss: 2.6208, grad_norm: 12.4537 2020-07-28 09:32:05,166 - mmaction - INFO - Epoch [5][1240/2505] lr: 5.000e-04, eta: 3 days, 1:35:08, time: 1.919, data_time: 0.005, memory: 8522, top1_acc: 0.4604, top5_acc: 0.6953, loss_cls: 2.6484, loss: 2.6484, grad_norm: 12.6756 2020-07-28 09:32:44,830 - mmaction - INFO - Epoch [5][1260/2505] lr: 5.000e-04, eta: 3 days, 1:34:31, time: 1.984, data_time: 0.020, memory: 8522, top1_acc: 0.4786, top5_acc: 0.7021, loss_cls: 2.6324, loss: 2.6324, grad_norm: 12.6938 2020-07-28 09:33:23,112 - mmaction - INFO - Epoch [5][1280/2505] lr: 5.000e-04, eta: 3 days, 1:33:39, time: 1.927, data_time: 0.018, memory: 8522, top1_acc: 0.4750, top5_acc: 0.6839, loss_cls: 2.6542, loss: 2.6542, grad_norm: 12.4379 2020-07-28 09:34:02,853 - mmaction - INFO - Epoch [5][1300/2505] lr: 5.000e-04, eta: 3 days, 1:33:02, time: 1.987, data_time: 0.005, memory: 8522, top1_acc: 0.4833, top5_acc: 0.6885, loss_cls: 2.6842, loss: 2.6842, grad_norm: 13.1127 2020-07-28 09:34:41,436 - mmaction - INFO - Epoch [5][1320/2505] lr: 5.000e-04, eta: 3 days, 1:32:12, time: 1.929, data_time: 0.008, memory: 8522, top1_acc: 0.4927, top5_acc: 0.7141, loss_cls: 2.6042, loss: 2.6042, grad_norm: 13.1434 2020-07-28 09:35:20,107 - mmaction - INFO - Epoch [5][1340/2505] lr: 5.000e-04, eta: 3 days, 1:31:22, time: 1.933, data_time: 0.006, memory: 8522, top1_acc: 0.4604, top5_acc: 0.6984, loss_cls: 2.6822, loss: 2.6822, grad_norm: 12.6852 2020-07-28 09:35:59,033 - mmaction - INFO - Epoch [5][1360/2505] lr: 5.000e-04, eta: 3 days, 1:30:35, time: 1.946, data_time: 0.008, memory: 8522, top1_acc: 0.4708, top5_acc: 0.6979, loss_cls: 2.6613, loss: 2.6613, grad_norm: 12.6190 2020-07-28 09:36:37,445 - mmaction - INFO - Epoch [5][1380/2505] lr: 5.000e-04, eta: 3 days, 1:29:43, time: 1.920, data_time: 0.005, memory: 8522, top1_acc: 0.4766, top5_acc: 0.6885, loss_cls: 2.6720, loss: 2.6720, grad_norm: 12.6347 2020-07-28 09:37:16,438 - mmaction - INFO - Epoch [5][1400/2505] lr: 5.000e-04, eta: 3 days, 1:28:57, time: 1.950, data_time: 0.005, memory: 8522, top1_acc: 0.4740, top5_acc: 0.7063, loss_cls: 2.6422, loss: 2.6422, grad_norm: 12.7778 2020-07-28 09:37:55,404 - mmaction - INFO - Epoch [5][1420/2505] lr: 5.000e-04, eta: 3 days, 1:28:07, time: 1.930, data_time: 0.006, memory: 8522, top1_acc: 0.4818, top5_acc: 0.7120, loss_cls: 2.5881, loss: 2.5881, grad_norm: 12.8712 2020-07-28 09:38:34,013 - mmaction - INFO - Epoch [5][1440/2505] lr: 5.000e-04, eta: 3 days, 1:27:21, time: 1.949, data_time: 0.028, memory: 8522, top1_acc: 0.4589, top5_acc: 0.6797, loss_cls: 2.7088, loss: 2.7088, grad_norm: 13.2088 2020-07-28 09:39:12,843 - mmaction - INFO - Epoch [5][1460/2505] lr: 5.000e-04, eta: 3 days, 1:26:33, time: 1.942, data_time: 0.006, memory: 8522, top1_acc: 0.4604, top5_acc: 0.6901, loss_cls: 2.6716, loss: 2.6716, grad_norm: 12.6388 2020-07-28 09:39:51,407 - mmaction - INFO - Epoch [5][1480/2505] lr: 5.000e-04, eta: 3 days, 1:25:43, time: 1.928, data_time: 0.008, memory: 8522, top1_acc: 0.4839, top5_acc: 0.7083, loss_cls: 2.6464, loss: 2.6464, grad_norm: 13.2890 2020-07-28 09:40:30,931 - mmaction - INFO - Epoch [5][1500/2505] lr: 5.000e-04, eta: 3 days, 1:25:03, time: 1.976, data_time: 0.005, memory: 8522, top1_acc: 0.4688, top5_acc: 0.7026, loss_cls: 2.6289, loss: 2.6289, grad_norm: 13.0569 2020-07-28 09:41:09,562 - mmaction - INFO - Epoch [5][1520/2505] lr: 5.000e-04, eta: 3 days, 1:24:14, time: 1.931, data_time: 0.009, memory: 8522, top1_acc: 0.4740, top5_acc: 0.6990, loss_cls: 2.6127, loss: 2.6127, grad_norm: 12.5801 2020-07-28 09:41:48,444 - mmaction - INFO - Epoch [5][1540/2505] lr: 5.000e-04, eta: 3 days, 1:23:27, time: 1.944, data_time: 0.005, memory: 8522, top1_acc: 0.4792, top5_acc: 0.7057, loss_cls: 2.5881, loss: 2.5881, grad_norm: 12.9009 2020-07-28 09:42:27,915 - mmaction - INFO - Epoch [5][1560/2505] lr: 5.000e-04, eta: 3 days, 1:22:47, time: 1.973, data_time: 0.005, memory: 8522, top1_acc: 0.4766, top5_acc: 0.6990, loss_cls: 2.6315, loss: 2.6315, grad_norm: 13.1025 2020-07-28 09:43:08,008 - mmaction - INFO - Epoch [5][1580/2505] lr: 5.000e-04, eta: 3 days, 1:22:14, time: 2.005, data_time: 0.064, memory: 8522, top1_acc: 0.4781, top5_acc: 0.7083, loss_cls: 2.6047, loss: 2.6047, grad_norm: 12.9627 2020-07-28 09:43:46,412 - mmaction - INFO - Epoch [5][1600/2505] lr: 5.000e-04, eta: 3 days, 1:21:19, time: 1.909, data_time: 0.005, memory: 8522, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.5945, loss: 2.5945, grad_norm: 13.4180 2020-07-28 09:44:25,148 - mmaction - INFO - Epoch [5][1620/2505] lr: 5.000e-04, eta: 3 days, 1:20:33, time: 1.948, data_time: 0.016, memory: 8522, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.4735, loss: 2.4735, grad_norm: 12.9658 2020-07-28 09:45:04,042 - mmaction - INFO - Epoch [5][1640/2505] lr: 5.000e-04, eta: 3 days, 1:19:47, time: 1.945, data_time: 0.004, memory: 8522, top1_acc: 0.4833, top5_acc: 0.7068, loss_cls: 2.5438, loss: 2.5438, grad_norm: 13.3503 2020-07-28 09:45:43,097 - mmaction - INFO - Epoch [5][1660/2505] lr: 5.000e-04, eta: 3 days, 1:19:02, time: 1.953, data_time: 0.009, memory: 8522, top1_acc: 0.4818, top5_acc: 0.7146, loss_cls: 2.5662, loss: 2.5662, grad_norm: 13.0435 2020-07-28 09:46:22,235 - mmaction - INFO - Epoch [5][1680/2505] lr: 5.000e-04, eta: 3 days, 1:18:18, time: 1.957, data_time: 0.007, memory: 8522, top1_acc: 0.4807, top5_acc: 0.7021, loss_cls: 2.5660, loss: 2.5660, grad_norm: 12.8780 2020-07-28 09:47:01,137 - mmaction - INFO - Epoch [5][1700/2505] lr: 5.000e-04, eta: 3 days, 1:17:32, time: 1.945, data_time: 0.004, memory: 8522, top1_acc: 0.4573, top5_acc: 0.6964, loss_cls: 2.6180, loss: 2.6180, grad_norm: 12.8721 2020-07-28 09:47:39,553 - mmaction - INFO - Epoch [5][1720/2505] lr: 5.000e-04, eta: 3 days, 1:16:40, time: 1.921, data_time: 0.004, memory: 8522, top1_acc: 0.4953, top5_acc: 0.7224, loss_cls: 2.5185, loss: 2.5185, grad_norm: 12.8062 2020-07-28 09:48:18,207 - mmaction - INFO - Epoch [5][1740/2505] lr: 5.000e-04, eta: 3 days, 1:15:49, time: 1.925, data_time: 0.004, memory: 8522, top1_acc: 0.4880, top5_acc: 0.7214, loss_cls: 2.5153, loss: 2.5153, grad_norm: 12.5942 2020-07-28 09:48:56,963 - mmaction - INFO - Epoch [5][1760/2505] lr: 5.000e-04, eta: 3 days, 1:15:00, time: 1.935, data_time: 0.013, memory: 8522, top1_acc: 0.5005, top5_acc: 0.7141, loss_cls: 2.5540, loss: 2.5540, grad_norm: 14.1156 2020-07-28 09:49:36,720 - mmaction - INFO - Epoch [5][1780/2505] lr: 5.000e-04, eta: 3 days, 1:14:22, time: 1.982, data_time: 0.015, memory: 8522, top1_acc: 0.4557, top5_acc: 0.6969, loss_cls: 2.6450, loss: 2.6450, grad_norm: 13.5052 2020-07-28 09:50:15,691 - mmaction - INFO - Epoch [5][1800/2505] lr: 5.000e-04, eta: 3 days, 1:13:40, time: 1.964, data_time: 0.022, memory: 8522, top1_acc: 0.4797, top5_acc: 0.7000, loss_cls: 2.5904, loss: 2.5904, grad_norm: 13.0362 2020-07-28 09:50:54,201 - mmaction - INFO - Epoch [5][1820/2505] lr: 5.000e-04, eta: 3 days, 1:12:50, time: 1.926, data_time: 0.004, memory: 8522, top1_acc: 0.4896, top5_acc: 0.7062, loss_cls: 2.5613, loss: 2.5613, grad_norm: 13.2068 2020-07-28 09:51:32,753 - mmaction - INFO - Epoch [5][1840/2505] lr: 5.000e-04, eta: 3 days, 1:12:00, time: 1.927, data_time: 0.006, memory: 8522, top1_acc: 0.4823, top5_acc: 0.7125, loss_cls: 2.5843, loss: 2.5843, grad_norm: 14.0839 2020-07-28 09:52:11,459 - mmaction - INFO - Epoch [5][1860/2505] lr: 5.000e-04, eta: 3 days, 1:11:11, time: 1.935, data_time: 0.005, memory: 8522, top1_acc: 0.4724, top5_acc: 0.6917, loss_cls: 2.6316, loss: 2.6316, grad_norm: 13.8827 2020-07-28 09:52:50,418 - mmaction - INFO - Epoch [5][1880/2505] lr: 5.000e-04, eta: 3 days, 1:10:26, time: 1.948, data_time: 0.004, memory: 8522, top1_acc: 0.4818, top5_acc: 0.7203, loss_cls: 2.5326, loss: 2.5326, grad_norm: 13.2153 2020-07-28 09:53:28,993 - mmaction - INFO - Epoch [5][1900/2505] lr: 5.000e-04, eta: 3 days, 1:09:36, time: 1.929, data_time: 0.009, memory: 8522, top1_acc: 0.4781, top5_acc: 0.7042, loss_cls: 2.5735, loss: 2.5735, grad_norm: 13.2904 2020-07-28 09:54:08,263 - mmaction - INFO - Epoch [5][1920/2505] lr: 5.000e-04, eta: 3 days, 1:08:51, time: 1.950, data_time: 0.005, memory: 8522, top1_acc: 0.4693, top5_acc: 0.6958, loss_cls: 2.6286, loss: 2.6286, grad_norm: 13.4000 2020-07-28 09:54:47,112 - mmaction - INFO - Epoch [5][1940/2505] lr: 5.000e-04, eta: 3 days, 1:08:05, time: 1.945, data_time: 0.018, memory: 8522, top1_acc: 0.4911, top5_acc: 0.7073, loss_cls: 2.5955, loss: 2.5955, grad_norm: 13.1348 2020-07-28 09:55:26,053 - mmaction - INFO - Epoch [5][1960/2505] lr: 5.000e-04, eta: 3 days, 1:07:21, time: 1.957, data_time: 0.016, memory: 8522, top1_acc: 0.4807, top5_acc: 0.7135, loss_cls: 2.5448, loss: 2.5448, grad_norm: 13.5122 2020-07-28 09:56:05,006 - mmaction - INFO - Epoch [5][1980/2505] lr: 5.000e-04, eta: 3 days, 1:06:36, time: 1.948, data_time: 0.004, memory: 8522, top1_acc: 0.4599, top5_acc: 0.6771, loss_cls: 2.6864, loss: 2.6864, grad_norm: 12.9127 2020-07-28 09:56:43,430 - mmaction - INFO - Epoch [5][2000/2505] lr: 5.000e-04, eta: 3 days, 1:05:45, time: 1.921, data_time: 0.008, memory: 8522, top1_acc: 0.4620, top5_acc: 0.6953, loss_cls: 2.6179, loss: 2.6179, grad_norm: 13.1662 2020-07-28 09:57:22,244 - mmaction - INFO - Epoch [5][2020/2505] lr: 5.000e-04, eta: 3 days, 1:04:58, time: 1.941, data_time: 0.007, memory: 8522, top1_acc: 0.4802, top5_acc: 0.7073, loss_cls: 2.5996, loss: 2.5996, grad_norm: 13.5649 2020-07-28 09:58:01,365 - mmaction - INFO - Epoch [5][2040/2505] lr: 5.000e-04, eta: 3 days, 1:04:14, time: 1.956, data_time: 0.005, memory: 8522, top1_acc: 0.4901, top5_acc: 0.7031, loss_cls: 2.5598, loss: 2.5598, grad_norm: 13.1983 2020-07-28 09:58:40,963 - mmaction - INFO - Epoch [5][2060/2505] lr: 5.000e-04, eta: 3 days, 1:03:36, time: 1.980, data_time: 0.005, memory: 8522, top1_acc: 0.4818, top5_acc: 0.7010, loss_cls: 2.6076, loss: 2.6076, grad_norm: 13.5213 2020-07-28 09:59:19,676 - mmaction - INFO - Epoch [5][2080/2505] lr: 5.000e-04, eta: 3 days, 1:02:48, time: 1.935, data_time: 0.004, memory: 8522, top1_acc: 0.4917, top5_acc: 0.7052, loss_cls: 2.5652, loss: 2.5652, grad_norm: 13.0594 2020-07-28 09:59:58,677 - mmaction - INFO - Epoch [5][2100/2505] lr: 5.000e-04, eta: 3 days, 1:02:01, time: 1.940, data_time: 0.004, memory: 8522, top1_acc: 0.4958, top5_acc: 0.7078, loss_cls: 2.5187, loss: 2.5187, grad_norm: 13.5988 2020-07-28 10:00:41,207 - mmaction - INFO - Epoch [5][2120/2505] lr: 5.000e-04, eta: 3 days, 1:01:57, time: 2.135, data_time: 0.016, memory: 8522, top1_acc: 0.4870, top5_acc: 0.7031, loss_cls: 2.5976, loss: 2.5976, grad_norm: 13.6408 2020-07-28 10:01:19,523 - mmaction - INFO - Epoch [5][2140/2505] lr: 5.000e-04, eta: 3 days, 1:01:04, time: 1.917, data_time: 0.012, memory: 8522, top1_acc: 0.4833, top5_acc: 0.7047, loss_cls: 2.5703, loss: 2.5703, grad_norm: 12.4266 2020-07-28 10:01:57,674 - mmaction - INFO - Epoch [5][2160/2505] lr: 5.000e-04, eta: 3 days, 1:00:10, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.4844, top5_acc: 0.6927, loss_cls: 2.6101, loss: 2.6101, grad_norm: 13.4423 2020-07-28 10:02:35,743 - mmaction - INFO - Epoch [5][2180/2505] lr: 5.000e-04, eta: 3 days, 0:59:15, time: 1.903, data_time: 0.001, memory: 8522, top1_acc: 0.5021, top5_acc: 0.7224, loss_cls: 2.4749, loss: 2.4749, grad_norm: 12.6959 2020-07-28 10:03:13,927 - mmaction - INFO - Epoch [5][2200/2505] lr: 5.000e-04, eta: 3 days, 0:58:22, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.4807, top5_acc: 0.6958, loss_cls: 2.6042, loss: 2.6042, grad_norm: 13.5482 2020-07-28 10:03:52,078 - mmaction - INFO - Epoch [5][2220/2505] lr: 5.000e-04, eta: 3 days, 0:57:28, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.4823, top5_acc: 0.7078, loss_cls: 2.5848, loss: 2.5848, grad_norm: 12.9995 2020-07-28 10:04:30,169 - mmaction - INFO - Epoch [5][2240/2505] lr: 5.000e-04, eta: 3 days, 0:56:33, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.4875, top5_acc: 0.7099, loss_cls: 2.6087, loss: 2.6087, grad_norm: 13.0203 2020-07-28 10:05:08,752 - mmaction - INFO - Epoch [5][2260/2505] lr: 5.000e-04, eta: 3 days, 0:55:44, time: 1.929, data_time: 0.001, memory: 8522, top1_acc: 0.4948, top5_acc: 0.6979, loss_cls: 2.5304, loss: 2.5304, grad_norm: 12.8761 2020-07-28 10:05:47,222 - mmaction - INFO - Epoch [5][2280/2505] lr: 5.000e-04, eta: 3 days, 0:54:54, time: 1.924, data_time: 0.002, memory: 8522, top1_acc: 0.4714, top5_acc: 0.7146, loss_cls: 2.6013, loss: 2.6013, grad_norm: 13.5886 2020-07-28 10:06:25,919 - mmaction - INFO - Epoch [5][2300/2505] lr: 5.000e-04, eta: 3 days, 0:54:06, time: 1.935, data_time: 0.001, memory: 8522, top1_acc: 0.4979, top5_acc: 0.7073, loss_cls: 2.5250, loss: 2.5250, grad_norm: 13.1465 2020-07-28 10:07:04,039 - mmaction - INFO - Epoch [5][2320/2505] lr: 5.000e-04, eta: 3 days, 0:53:12, time: 1.906, data_time: 0.002, memory: 8522, top1_acc: 0.4870, top5_acc: 0.7130, loss_cls: 2.5544, loss: 2.5544, grad_norm: 12.9027 2020-07-28 10:07:42,343 - mmaction - INFO - Epoch [5][2340/2505] lr: 5.000e-04, eta: 3 days, 0:52:20, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.4880, top5_acc: 0.7104, loss_cls: 2.5723, loss: 2.5723, grad_norm: 13.3487 2020-07-28 10:08:20,634 - mmaction - INFO - Epoch [5][2360/2505] lr: 5.000e-04, eta: 3 days, 0:51:28, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.4823, top5_acc: 0.7120, loss_cls: 2.5565, loss: 2.5565, grad_norm: 13.6462 2020-07-28 10:08:58,742 - mmaction - INFO - Epoch [5][2380/2505] lr: 5.000e-04, eta: 3 days, 0:50:33, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.4823, top5_acc: 0.7177, loss_cls: 2.5265, loss: 2.5265, grad_norm: 12.6296 2020-07-28 10:09:36,878 - mmaction - INFO - Epoch [5][2400/2505] lr: 5.000e-04, eta: 3 days, 0:49:40, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.4760, top5_acc: 0.6927, loss_cls: 2.6057, loss: 2.6057, grad_norm: 13.1522 2020-07-28 10:10:15,263 - mmaction - INFO - Epoch [5][2420/2505] lr: 5.000e-04, eta: 3 days, 0:48:49, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.4677, top5_acc: 0.7156, loss_cls: 2.5529, loss: 2.5529, grad_norm: 12.9074 2020-07-28 10:10:53,482 - mmaction - INFO - Epoch [5][2440/2505] lr: 5.000e-04, eta: 3 days, 0:47:56, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.4781, top5_acc: 0.7005, loss_cls: 2.5816, loss: 2.5816, grad_norm: 13.5024 2020-07-28 10:11:31,692 - mmaction - INFO - Epoch [5][2460/2505] lr: 5.000e-04, eta: 3 days, 0:47:03, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.4891, top5_acc: 0.7187, loss_cls: 2.5053, loss: 2.5053, grad_norm: 13.2893 2020-07-28 10:12:09,860 - mmaction - INFO - Epoch [5][2480/2505] lr: 5.000e-04, eta: 3 days, 0:46:10, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.4740, top5_acc: 0.7078, loss_cls: 2.5671, loss: 2.5671, grad_norm: 13.4163 2020-07-28 10:12:48,159 - mmaction - INFO - Epoch [5][2500/2505] lr: 5.000e-04, eta: 3 days, 0:45:18, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.4865, top5_acc: 0.7062, loss_cls: 2.5843, loss: 2.5843, grad_norm: 12.6148 2020-07-28 10:14:22,691 - mmaction - INFO - Epoch [6][20/2505] lr: 5.000e-04, eta: 3 days, 0:50:00, time: 4.028, data_time: 2.006, memory: 8522, top1_acc: 0.5005, top5_acc: 0.7125, loss_cls: 2.4882, loss: 2.4882, grad_norm: 13.0997 2020-07-28 10:15:01,513 - mmaction - INFO - Epoch [6][40/2505] lr: 5.000e-04, eta: 3 days, 0:49:11, time: 1.931, data_time: 0.015, memory: 8522, top1_acc: 0.4703, top5_acc: 0.6964, loss_cls: 2.6217, loss: 2.6217, grad_norm: 13.4989 2020-07-28 10:15:40,532 - mmaction - INFO - Epoch [6][60/2505] lr: 5.000e-04, eta: 3 days, 0:48:28, time: 1.961, data_time: 0.016, memory: 8522, top1_acc: 0.5057, top5_acc: 0.7188, loss_cls: 2.5066, loss: 2.5066, grad_norm: 13.5187 2020-07-28 10:16:18,730 - mmaction - INFO - Epoch [6][80/2505] lr: 5.000e-04, eta: 3 days, 0:47:35, time: 1.910, data_time: 0.002, memory: 8522, top1_acc: 0.4823, top5_acc: 0.6964, loss_cls: 2.5933, loss: 2.5933, grad_norm: 13.5486 2020-07-28 10:16:56,876 - mmaction - INFO - Epoch [6][100/2505] lr: 5.000e-04, eta: 3 days, 0:46:41, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.4880, top5_acc: 0.7141, loss_cls: 2.5238, loss: 2.5238, grad_norm: 13.1095 2020-07-28 10:17:35,019 - mmaction - INFO - Epoch [6][120/2505] lr: 5.000e-04, eta: 3 days, 0:45:48, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5125, top5_acc: 0.7318, loss_cls: 2.4273, loss: 2.4273, grad_norm: 13.4907 2020-07-28 10:18:13,232 - mmaction - INFO - Epoch [6][140/2505] lr: 5.000e-04, eta: 3 days, 0:44:55, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5068, top5_acc: 0.7198, loss_cls: 2.4975, loss: 2.4975, grad_norm: 13.9187 2020-07-28 10:18:51,433 - mmaction - INFO - Epoch [6][160/2505] lr: 5.000e-04, eta: 3 days, 0:44:02, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.4969, top5_acc: 0.7078, loss_cls: 2.5373, loss: 2.5373, grad_norm: 13.3354 2020-07-28 10:19:29,681 - mmaction - INFO - Epoch [6][180/2505] lr: 5.000e-04, eta: 3 days, 0:43:09, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.4922, top5_acc: 0.7078, loss_cls: 2.5408, loss: 2.5408, grad_norm: 12.9599 2020-07-28 10:20:07,893 - mmaction - INFO - Epoch [6][200/2505] lr: 5.000e-04, eta: 3 days, 0:42:16, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5026, top5_acc: 0.7146, loss_cls: 2.4725, loss: 2.4725, grad_norm: 13.6092 2020-07-28 10:20:45,845 - mmaction - INFO - Epoch [6][220/2505] lr: 5.000e-04, eta: 3 days, 0:41:21, time: 1.898, data_time: 0.001, memory: 8522, top1_acc: 0.5016, top5_acc: 0.7234, loss_cls: 2.4770, loss: 2.4770, grad_norm: 13.1917 2020-07-28 10:21:24,081 - mmaction - INFO - Epoch [6][240/2505] lr: 5.000e-04, eta: 3 days, 0:40:28, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.4906, top5_acc: 0.7120, loss_cls: 2.5326, loss: 2.5326, grad_norm: 13.6576 2020-07-28 10:22:02,323 - mmaction - INFO - Epoch [6][260/2505] lr: 5.000e-04, eta: 3 days, 0:39:36, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5083, top5_acc: 0.7193, loss_cls: 2.4597, loss: 2.4597, grad_norm: 12.9919 2020-07-28 10:22:40,380 - mmaction - INFO - Epoch [6][280/2505] lr: 5.000e-04, eta: 3 days, 0:38:42, time: 1.903, data_time: 0.001, memory: 8522, top1_acc: 0.5036, top5_acc: 0.7172, loss_cls: 2.4871, loss: 2.4871, grad_norm: 13.0237 2020-07-28 10:23:18,413 - mmaction - INFO - Epoch [6][300/2505] lr: 5.000e-04, eta: 3 days, 0:37:47, time: 1.902, data_time: 0.001, memory: 8522, top1_acc: 0.4656, top5_acc: 0.6880, loss_cls: 2.6047, loss: 2.6047, grad_norm: 13.5251 2020-07-28 10:23:56,578 - mmaction - INFO - Epoch [6][320/2505] lr: 5.000e-04, eta: 3 days, 0:36:54, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.4875, top5_acc: 0.7109, loss_cls: 2.5438, loss: 2.5438, grad_norm: 13.4635 2020-07-28 10:24:34,818 - mmaction - INFO - Epoch [6][340/2505] lr: 5.000e-04, eta: 3 days, 0:36:02, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.4828, top5_acc: 0.7057, loss_cls: 2.5122, loss: 2.5122, grad_norm: 14.0425 2020-07-28 10:25:13,003 - mmaction - INFO - Epoch [6][360/2505] lr: 5.000e-04, eta: 3 days, 0:35:10, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.4812, top5_acc: 0.7031, loss_cls: 2.5146, loss: 2.5146, grad_norm: 13.0037 2020-07-28 10:25:51,131 - mmaction - INFO - Epoch [6][380/2505] lr: 5.000e-04, eta: 3 days, 0:34:16, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5042, top5_acc: 0.7172, loss_cls: 2.4860, loss: 2.4860, grad_norm: 13.4458 2020-07-28 10:26:29,336 - mmaction - INFO - Epoch [6][400/2505] lr: 5.000e-04, eta: 3 days, 0:33:24, time: 1.910, data_time: 0.000, memory: 8522, top1_acc: 0.5021, top5_acc: 0.7401, loss_cls: 2.4381, loss: 2.4381, grad_norm: 13.3865 2020-07-28 10:27:07,350 - mmaction - INFO - Epoch [6][420/2505] lr: 5.000e-04, eta: 3 days, 0:32:30, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.4943, top5_acc: 0.7141, loss_cls: 2.5083, loss: 2.5083, grad_norm: 13.5789 2020-07-28 10:27:45,648 - mmaction - INFO - Epoch [6][440/2505] lr: 5.000e-04, eta: 3 days, 0:31:38, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.5084, loss: 2.5084, grad_norm: 13.6574 2020-07-28 10:28:23,891 - mmaction - INFO - Epoch [6][460/2505] lr: 5.000e-04, eta: 3 days, 0:30:46, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5031, top5_acc: 0.7255, loss_cls: 2.4731, loss: 2.4731, grad_norm: 13.3879 2020-07-28 10:29:02,061 - mmaction - INFO - Epoch [6][480/2505] lr: 5.000e-04, eta: 3 days, 0:29:54, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.4968, loss: 2.4968, grad_norm: 13.5819 2020-07-28 10:29:40,175 - mmaction - INFO - Epoch [6][500/2505] lr: 5.000e-04, eta: 3 days, 0:29:01, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.4823, top5_acc: 0.7104, loss_cls: 2.5200, loss: 2.5200, grad_norm: 13.3205 2020-07-28 10:30:18,339 - mmaction - INFO - Epoch [6][520/2505] lr: 5.000e-04, eta: 3 days, 0:28:08, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5047, top5_acc: 0.7255, loss_cls: 2.4532, loss: 2.4532, grad_norm: 14.6546 2020-07-28 10:30:56,377 - mmaction - INFO - Epoch [6][540/2505] lr: 5.000e-04, eta: 3 days, 0:27:14, time: 1.902, data_time: 0.001, memory: 8522, top1_acc: 0.4859, top5_acc: 0.7198, loss_cls: 2.4930, loss: 2.4930, grad_norm: 13.6699 2020-07-28 10:31:34,809 - mmaction - INFO - Epoch [6][560/2505] lr: 5.000e-04, eta: 3 days, 0:26:24, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5036, top5_acc: 0.7146, loss_cls: 2.4729, loss: 2.4729, grad_norm: 13.0999 2020-07-28 10:32:13,285 - mmaction - INFO - Epoch [6][580/2505] lr: 5.000e-04, eta: 3 days, 0:25:35, time: 1.924, data_time: 0.001, memory: 8522, top1_acc: 0.4828, top5_acc: 0.6917, loss_cls: 2.5588, loss: 2.5588, grad_norm: 13.9285 2020-07-28 10:32:51,597 - mmaction - INFO - Epoch [6][600/2505] lr: 5.000e-04, eta: 3 days, 0:24:44, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.4995, top5_acc: 0.7208, loss_cls: 2.4590, loss: 2.4590, grad_norm: 13.5022 2020-07-28 10:33:29,833 - mmaction - INFO - Epoch [6][620/2505] lr: 5.000e-04, eta: 3 days, 0:23:53, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.4870, top5_acc: 0.7161, loss_cls: 2.4957, loss: 2.4957, grad_norm: 13.1454 2020-07-28 10:34:08,014 - mmaction - INFO - Epoch [6][640/2505] lr: 5.000e-04, eta: 3 days, 0:23:00, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.4839, top5_acc: 0.7094, loss_cls: 2.5568, loss: 2.5568, grad_norm: 13.6729 2020-07-28 10:34:46,111 - mmaction - INFO - Epoch [6][660/2505] lr: 5.000e-04, eta: 3 days, 0:22:07, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.4865, top5_acc: 0.7365, loss_cls: 2.4851, loss: 2.4851, grad_norm: 13.7746 2020-07-28 10:35:24,376 - mmaction - INFO - Epoch [6][680/2505] lr: 5.000e-04, eta: 3 days, 0:21:16, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5187, top5_acc: 0.7286, loss_cls: 2.4192, loss: 2.4192, grad_norm: 14.1618 2020-07-28 10:36:02,736 - mmaction - INFO - Epoch [6][700/2505] lr: 5.000e-04, eta: 3 days, 0:20:26, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5182, top5_acc: 0.7229, loss_cls: 2.4144, loss: 2.4144, grad_norm: 13.9014 2020-07-28 10:36:41,135 - mmaction - INFO - Epoch [6][720/2505] lr: 5.000e-04, eta: 3 days, 0:19:36, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.4854, top5_acc: 0.7266, loss_cls: 2.4705, loss: 2.4705, grad_norm: 13.4107 2020-07-28 10:37:19,242 - mmaction - INFO - Epoch [6][740/2505] lr: 5.000e-04, eta: 3 days, 0:18:44, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.4984, top5_acc: 0.7188, loss_cls: 2.4494, loss: 2.4494, grad_norm: 13.4710 2020-07-28 10:37:57,432 - mmaction - INFO - Epoch [6][760/2505] lr: 5.000e-04, eta: 3 days, 0:17:52, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.4922, top5_acc: 0.7109, loss_cls: 2.4920, loss: 2.4920, grad_norm: 13.7559 2020-07-28 10:38:35,618 - mmaction - INFO - Epoch [6][780/2505] lr: 5.000e-04, eta: 3 days, 0:17:00, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.4984, top5_acc: 0.7146, loss_cls: 2.5080, loss: 2.5080, grad_norm: 13.3920 2020-07-28 10:39:13,793 - mmaction - INFO - Epoch [6][800/2505] lr: 5.000e-04, eta: 3 days, 0:16:08, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.4948, top5_acc: 0.7198, loss_cls: 2.4637, loss: 2.4637, grad_norm: 13.9737 2020-07-28 10:39:51,936 - mmaction - INFO - Epoch [6][820/2505] lr: 5.000e-04, eta: 3 days, 0:15:16, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5224, top5_acc: 0.7255, loss_cls: 2.4200, loss: 2.4200, grad_norm: 13.5851 2020-07-28 10:40:30,071 - mmaction - INFO - Epoch [6][840/2505] lr: 5.000e-04, eta: 3 days, 0:14:24, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5031, top5_acc: 0.7240, loss_cls: 2.4450, loss: 2.4450, grad_norm: 13.6040 2020-07-28 10:41:08,542 - mmaction - INFO - Epoch [6][860/2505] lr: 5.000e-04, eta: 3 days, 0:13:35, time: 1.924, data_time: 0.001, memory: 8522, top1_acc: 0.4875, top5_acc: 0.7151, loss_cls: 2.4795, loss: 2.4795, grad_norm: 13.1456 2020-07-28 10:41:46,831 - mmaction - INFO - Epoch [6][880/2505] lr: 5.000e-04, eta: 3 days, 0:12:44, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.4901, top5_acc: 0.7229, loss_cls: 2.4916, loss: 2.4916, grad_norm: 13.6332 2020-07-28 10:42:25,226 - mmaction - INFO - Epoch [6][900/2505] lr: 5.000e-04, eta: 3 days, 0:11:55, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.4974, top5_acc: 0.7229, loss_cls: 2.4639, loss: 2.4639, grad_norm: 13.5405 2020-07-28 10:43:03,332 - mmaction - INFO - Epoch [6][920/2505] lr: 5.000e-04, eta: 3 days, 0:11:02, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.4833, top5_acc: 0.7141, loss_cls: 2.5083, loss: 2.5083, grad_norm: 13.9571 2020-07-28 10:43:41,687 - mmaction - INFO - Epoch [6][940/2505] lr: 5.000e-04, eta: 3 days, 0:10:13, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5047, top5_acc: 0.7146, loss_cls: 2.5186, loss: 2.5186, grad_norm: 14.1449 2020-07-28 10:44:19,987 - mmaction - INFO - Epoch [6][960/2505] lr: 5.000e-04, eta: 3 days, 0:09:22, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.4937, top5_acc: 0.7172, loss_cls: 2.4943, loss: 2.4943, grad_norm: 13.3494 2020-07-28 10:44:58,249 - mmaction - INFO - Epoch [6][980/2505] lr: 5.000e-04, eta: 3 days, 0:08:32, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5021, top5_acc: 0.7135, loss_cls: 2.4767, loss: 2.4767, grad_norm: 12.9170 2020-07-28 10:45:36,335 - mmaction - INFO - Epoch [6][1000/2505] lr: 5.000e-04, eta: 3 days, 0:07:39, time: 1.904, data_time: 0.001, memory: 8522, top1_acc: 0.4823, top5_acc: 0.7073, loss_cls: 2.4972, loss: 2.4972, grad_norm: 13.5951 2020-07-28 10:46:14,541 - mmaction - INFO - Epoch [6][1020/2505] lr: 5.000e-04, eta: 3 days, 0:06:48, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5026, top5_acc: 0.7172, loss_cls: 2.4502, loss: 2.4502, grad_norm: 13.7465 2020-07-28 10:46:52,712 - mmaction - INFO - Epoch [6][1040/2505] lr: 5.000e-04, eta: 3 days, 0:05:57, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.4807, top5_acc: 0.7156, loss_cls: 2.5186, loss: 2.5186, grad_norm: 13.5114 2020-07-28 10:47:30,883 - mmaction - INFO - Epoch [6][1060/2505] lr: 5.000e-04, eta: 3 days, 0:05:05, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.4969, top5_acc: 0.7234, loss_cls: 2.4681, loss: 2.4681, grad_norm: 13.1764 2020-07-28 10:48:09,326 - mmaction - INFO - Epoch [6][1080/2505] lr: 5.000e-04, eta: 3 days, 0:04:16, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5000, top5_acc: 0.7313, loss_cls: 2.4457, loss: 2.4457, grad_norm: 13.5419 2020-07-28 10:48:47,688 - mmaction - INFO - Epoch [6][1100/2505] lr: 5.000e-04, eta: 3 days, 0:03:27, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5120, top5_acc: 0.7281, loss_cls: 2.4474, loss: 2.4474, grad_norm: 12.9974 2020-07-28 10:49:26,036 - mmaction - INFO - Epoch [6][1120/2505] lr: 5.000e-04, eta: 3 days, 0:02:37, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5104, top5_acc: 0.7250, loss_cls: 2.4498, loss: 2.4498, grad_norm: 13.1815 2020-07-28 10:50:04,231 - mmaction - INFO - Epoch [6][1140/2505] lr: 5.000e-04, eta: 3 days, 0:01:46, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.4984, top5_acc: 0.7354, loss_cls: 2.4241, loss: 2.4241, grad_norm: 13.6264 2020-07-28 10:50:42,357 - mmaction - INFO - Epoch [6][1160/2505] lr: 5.000e-04, eta: 3 days, 0:00:55, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5089, top5_acc: 0.7380, loss_cls: 2.3963, loss: 2.3963, grad_norm: 13.3314 2020-07-28 10:51:20,722 - mmaction - INFO - Epoch [6][1180/2505] lr: 5.000e-04, eta: 3 days, 0:00:05, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.4771, top5_acc: 0.7182, loss_cls: 2.5509, loss: 2.5509, grad_norm: 14.1943 2020-07-28 10:51:58,947 - mmaction - INFO - Epoch [6][1200/2505] lr: 5.000e-04, eta: 2 days, 23:59:15, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5062, top5_acc: 0.7115, loss_cls: 2.4542, loss: 2.4542, grad_norm: 13.5025 2020-07-28 10:52:37,199 - mmaction - INFO - Epoch [6][1220/2505] lr: 5.000e-04, eta: 2 days, 23:58:24, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.4922, top5_acc: 0.7229, loss_cls: 2.4908, loss: 2.4908, grad_norm: 13.7531 2020-07-28 10:53:15,482 - mmaction - INFO - Epoch [6][1240/2505] lr: 5.000e-04, eta: 2 days, 23:57:34, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.4766, top5_acc: 0.7094, loss_cls: 2.4889, loss: 2.4889, grad_norm: 13.2859 2020-07-28 10:53:53,639 - mmaction - INFO - Epoch [6][1260/2505] lr: 5.000e-04, eta: 2 days, 23:56:43, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.4146, loss: 2.4146, grad_norm: 14.1249 2020-07-28 10:54:31,872 - mmaction - INFO - Epoch [6][1280/2505] lr: 5.000e-04, eta: 2 days, 23:55:53, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5078, top5_acc: 0.7286, loss_cls: 2.4114, loss: 2.4114, grad_norm: 13.3106 2020-07-28 10:55:10,064 - mmaction - INFO - Epoch [6][1300/2505] lr: 5.000e-04, eta: 2 days, 23:55:02, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5016, top5_acc: 0.7422, loss_cls: 2.3931, loss: 2.3931, grad_norm: 13.7290 2020-07-28 10:55:48,272 - mmaction - INFO - Epoch [6][1320/2505] lr: 5.000e-04, eta: 2 days, 23:54:11, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.4974, top5_acc: 0.7109, loss_cls: 2.4907, loss: 2.4907, grad_norm: 13.4300 2020-07-28 10:56:26,436 - mmaction - INFO - Epoch [6][1340/2505] lr: 5.000e-04, eta: 2 days, 23:53:20, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5083, top5_acc: 0.7203, loss_cls: 2.4355, loss: 2.4355, grad_norm: 13.5619 2020-07-28 10:57:04,516 - mmaction - INFO - Epoch [6][1360/2505] lr: 5.000e-04, eta: 2 days, 23:52:29, time: 1.904, data_time: 0.001, memory: 8522, top1_acc: 0.5089, top5_acc: 0.7187, loss_cls: 2.4003, loss: 2.4003, grad_norm: 13.5133 2020-07-28 10:57:42,706 - mmaction - INFO - Epoch [6][1380/2505] lr: 5.000e-04, eta: 2 days, 23:51:38, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.4891, top5_acc: 0.7380, loss_cls: 2.4420, loss: 2.4420, grad_norm: 13.4704 2020-07-28 10:58:20,884 - mmaction - INFO - Epoch [6][1400/2505] lr: 5.000e-04, eta: 2 days, 23:50:47, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.4927, top5_acc: 0.7292, loss_cls: 2.4231, loss: 2.4231, grad_norm: 13.6596 2020-07-28 10:58:59,043 - mmaction - INFO - Epoch [6][1420/2505] lr: 5.000e-04, eta: 2 days, 23:49:56, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5177, top5_acc: 0.7438, loss_cls: 2.4075, loss: 2.4075, grad_norm: 14.1562 2020-07-28 10:59:37,235 - mmaction - INFO - Epoch [6][1440/2505] lr: 5.000e-04, eta: 2 days, 23:49:06, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.4979, top5_acc: 0.7286, loss_cls: 2.4302, loss: 2.4302, grad_norm: 13.7380 2020-07-28 11:00:20,184 - mmaction - INFO - Epoch [6][1460/2505] lr: 5.000e-04, eta: 2 days, 23:49:00, time: 2.147, data_time: 0.001, memory: 8522, top1_acc: 0.5068, top5_acc: 0.7281, loss_cls: 2.4347, loss: 2.4347, grad_norm: 13.6460 2020-07-28 11:00:58,496 - mmaction - INFO - Epoch [6][1480/2505] lr: 5.000e-04, eta: 2 days, 23:48:11, time: 1.916, data_time: 0.008, memory: 8522, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.4542, loss: 2.4542, grad_norm: 13.4130 2020-07-28 11:01:36,795 - mmaction - INFO - Epoch [6][1500/2505] lr: 5.000e-04, eta: 2 days, 23:47:21, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5047, top5_acc: 0.7307, loss_cls: 2.4317, loss: 2.4317, grad_norm: 13.2437 2020-07-28 11:02:15,095 - mmaction - INFO - Epoch [6][1520/2505] lr: 5.000e-04, eta: 2 days, 23:46:32, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5099, top5_acc: 0.7417, loss_cls: 2.3829, loss: 2.3829, grad_norm: 13.4584 2020-07-28 11:02:53,406 - mmaction - INFO - Epoch [6][1540/2505] lr: 5.000e-04, eta: 2 days, 23:45:42, time: 1.916, data_time: 0.002, memory: 8522, top1_acc: 0.5161, top5_acc: 0.7391, loss_cls: 2.3432, loss: 2.3432, grad_norm: 13.3158 2020-07-28 11:03:31,553 - mmaction - INFO - Epoch [6][1560/2505] lr: 5.000e-04, eta: 2 days, 23:44:52, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5182, top5_acc: 0.7365, loss_cls: 2.3847, loss: 2.3847, grad_norm: 13.6603 2020-07-28 11:04:09,953 - mmaction - INFO - Epoch [6][1580/2505] lr: 5.000e-04, eta: 2 days, 23:44:03, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5052, top5_acc: 0.7240, loss_cls: 2.4128, loss: 2.4128, grad_norm: 13.5863 2020-07-28 11:04:48,441 - mmaction - INFO - Epoch [6][1600/2505] lr: 5.000e-04, eta: 2 days, 23:43:16, time: 1.924, data_time: 0.001, memory: 8522, top1_acc: 0.4964, top5_acc: 0.7188, loss_cls: 2.4566, loss: 2.4566, grad_norm: 14.1481 2020-07-28 11:05:27,458 - mmaction - INFO - Epoch [6][1620/2505] lr: 5.000e-04, eta: 2 days, 23:42:33, time: 1.950, data_time: 0.001, memory: 8522, top1_acc: 0.5130, top5_acc: 0.7344, loss_cls: 2.4029, loss: 2.4029, grad_norm: 13.2276 2020-07-28 11:06:05,538 - mmaction - INFO - Epoch [6][1640/2505] lr: 5.000e-04, eta: 2 days, 23:41:42, time: 1.904, data_time: 0.005, memory: 8522, top1_acc: 0.5083, top5_acc: 0.7417, loss_cls: 2.3762, loss: 2.3762, grad_norm: 14.4701 2020-07-28 11:06:43,466 - mmaction - INFO - Epoch [6][1660/2505] lr: 5.000e-04, eta: 2 days, 23:40:49, time: 1.896, data_time: 0.001, memory: 8522, top1_acc: 0.5083, top5_acc: 0.7156, loss_cls: 2.4254, loss: 2.4254, grad_norm: 13.7169 2020-07-28 11:07:21,385 - mmaction - INFO - Epoch [6][1680/2505] lr: 5.000e-04, eta: 2 days, 23:39:56, time: 1.896, data_time: 0.001, memory: 8522, top1_acc: 0.4984, top5_acc: 0.7135, loss_cls: 2.4457, loss: 2.4457, grad_norm: 14.0364 2020-07-28 11:07:59,243 - mmaction - INFO - Epoch [6][1700/2505] lr: 5.000e-04, eta: 2 days, 23:39:03, time: 1.893, data_time: 0.001, memory: 8522, top1_acc: 0.5161, top5_acc: 0.7479, loss_cls: 2.3162, loss: 2.3162, grad_norm: 13.9892 2020-07-28 11:08:37,188 - mmaction - INFO - Epoch [6][1720/2505] lr: 5.000e-04, eta: 2 days, 23:38:11, time: 1.897, data_time: 0.001, memory: 8522, top1_acc: 0.5005, top5_acc: 0.7219, loss_cls: 2.4297, loss: 2.4297, grad_norm: 14.1586 2020-07-28 11:09:15,110 - mmaction - INFO - Epoch [6][1740/2505] lr: 5.000e-04, eta: 2 days, 23:37:18, time: 1.896, data_time: 0.001, memory: 8522, top1_acc: 0.4906, top5_acc: 0.7198, loss_cls: 2.4729, loss: 2.4729, grad_norm: 13.9499 2020-07-28 11:09:53,086 - mmaction - INFO - Epoch [6][1760/2505] lr: 5.000e-04, eta: 2 days, 23:36:26, time: 1.899, data_time: 0.001, memory: 8522, top1_acc: 0.4953, top5_acc: 0.7229, loss_cls: 2.4542, loss: 2.4542, grad_norm: 13.6622 2020-07-28 11:10:31,007 - mmaction - INFO - Epoch [6][1780/2505] lr: 5.000e-04, eta: 2 days, 23:35:34, time: 1.896, data_time: 0.001, memory: 8522, top1_acc: 0.5135, top5_acc: 0.7312, loss_cls: 2.4028, loss: 2.4028, grad_norm: 14.3893 2020-07-28 11:11:09,009 - mmaction - INFO - Epoch [6][1800/2505] lr: 5.000e-04, eta: 2 days, 23:34:42, time: 1.900, data_time: 0.005, memory: 8522, top1_acc: 0.5120, top5_acc: 0.7240, loss_cls: 2.4105, loss: 2.4105, grad_norm: 13.6527 2020-07-28 11:11:46,872 - mmaction - INFO - Epoch [6][1820/2505] lr: 5.000e-04, eta: 2 days, 23:33:49, time: 1.893, data_time: 0.001, memory: 8522, top1_acc: 0.5161, top5_acc: 0.7365, loss_cls: 2.3326, loss: 2.3326, grad_norm: 13.6584 2020-07-28 11:12:24,802 - mmaction - INFO - Epoch [6][1840/2505] lr: 5.000e-04, eta: 2 days, 23:32:57, time: 1.896, data_time: 0.001, memory: 8522, top1_acc: 0.5005, top5_acc: 0.7214, loss_cls: 2.4283, loss: 2.4283, grad_norm: 13.3820 2020-07-28 11:13:02,741 - mmaction - INFO - Epoch [6][1860/2505] lr: 5.000e-04, eta: 2 days, 23:32:05, time: 1.897, data_time: 0.001, memory: 8522, top1_acc: 0.5187, top5_acc: 0.7271, loss_cls: 2.4031, loss: 2.4031, grad_norm: 13.5145 2020-07-28 11:13:40,570 - mmaction - INFO - Epoch [6][1880/2505] lr: 5.000e-04, eta: 2 days, 23:31:11, time: 1.892, data_time: 0.001, memory: 8522, top1_acc: 0.5219, top5_acc: 0.7370, loss_cls: 2.3649, loss: 2.3649, grad_norm: 13.1892 2020-07-28 11:14:18,528 - mmaction - INFO - Epoch [6][1900/2505] lr: 5.000e-04, eta: 2 days, 23:30:20, time: 1.898, data_time: 0.001, memory: 8522, top1_acc: 0.5042, top5_acc: 0.7141, loss_cls: 2.3872, loss: 2.3872, grad_norm: 13.7641 2020-07-28 11:14:56,349 - mmaction - INFO - Epoch [6][1920/2505] lr: 5.000e-04, eta: 2 days, 23:29:26, time: 1.891, data_time: 0.001, memory: 8522, top1_acc: 0.4917, top5_acc: 0.7328, loss_cls: 2.3864, loss: 2.3864, grad_norm: 14.3369 2020-07-28 11:15:34,269 - mmaction - INFO - Epoch [6][1940/2505] lr: 5.000e-04, eta: 2 days, 23:28:34, time: 1.896, data_time: 0.001, memory: 8522, top1_acc: 0.5042, top5_acc: 0.7214, loss_cls: 2.3974, loss: 2.3974, grad_norm: 13.7433 2020-07-28 11:16:12,675 - mmaction - INFO - Epoch [6][1960/2505] lr: 5.000e-04, eta: 2 days, 23:27:46, time: 1.920, data_time: 0.013, memory: 8522, top1_acc: 0.5151, top5_acc: 0.7323, loss_cls: 2.4089, loss: 2.4089, grad_norm: 14.0738 2020-07-28 11:16:50,724 - mmaction - INFO - Epoch [6][1980/2505] lr: 5.000e-04, eta: 2 days, 23:26:56, time: 1.903, data_time: 0.001, memory: 8522, top1_acc: 0.4958, top5_acc: 0.7250, loss_cls: 2.4229, loss: 2.4229, grad_norm: 13.6486 2020-07-28 11:17:28,648 - mmaction - INFO - Epoch [6][2000/2505] lr: 5.000e-04, eta: 2 days, 23:26:04, time: 1.896, data_time: 0.001, memory: 8522, top1_acc: 0.5057, top5_acc: 0.7333, loss_cls: 2.3924, loss: 2.3924, grad_norm: 14.1361 2020-07-28 11:18:06,665 - mmaction - INFO - Epoch [6][2020/2505] lr: 5.000e-04, eta: 2 days, 23:25:12, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.4844, top5_acc: 0.7016, loss_cls: 2.4966, loss: 2.4966, grad_norm: 14.1177 2020-07-28 11:18:44,857 - mmaction - INFO - Epoch [6][2040/2505] lr: 5.000e-04, eta: 2 days, 23:24:23, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5229, top5_acc: 0.7255, loss_cls: 2.3998, loss: 2.3998, grad_norm: 14.2296 2020-07-28 11:19:23,197 - mmaction - INFO - Epoch [6][2060/2505] lr: 5.000e-04, eta: 2 days, 23:23:35, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5120, top5_acc: 0.7151, loss_cls: 2.4281, loss: 2.4281, grad_norm: 14.5105 2020-07-28 11:20:01,738 - mmaction - INFO - Epoch [6][2080/2505] lr: 5.000e-04, eta: 2 days, 23:22:46, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.4911, top5_acc: 0.7219, loss_cls: 2.4594, loss: 2.4594, grad_norm: 14.0604 2020-07-28 11:20:40,016 - mmaction - INFO - Epoch [6][2100/2505] lr: 5.000e-04, eta: 2 days, 23:22:00, time: 1.925, data_time: 0.013, memory: 8522, top1_acc: 0.4974, top5_acc: 0.7349, loss_cls: 2.3830, loss: 2.3830, grad_norm: 13.7315 2020-07-28 11:21:18,044 - mmaction - INFO - Epoch [6][2120/2505] lr: 5.000e-04, eta: 2 days, 23:21:09, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.4979, top5_acc: 0.7380, loss_cls: 2.4017, loss: 2.4017, grad_norm: 14.0395 2020-07-28 11:21:56,262 - mmaction - INFO - Epoch [6][2140/2505] lr: 5.000e-04, eta: 2 days, 23:20:19, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5078, top5_acc: 0.7401, loss_cls: 2.3894, loss: 2.3894, grad_norm: 13.5576 2020-07-28 11:22:34,451 - mmaction - INFO - Epoch [6][2160/2505] lr: 5.000e-04, eta: 2 days, 23:19:30, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.4995, top5_acc: 0.7240, loss_cls: 2.4202, loss: 2.4202, grad_norm: 13.9590 2020-07-28 11:23:12,680 - mmaction - INFO - Epoch [6][2180/2505] lr: 5.000e-04, eta: 2 days, 23:18:41, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5047, top5_acc: 0.7385, loss_cls: 2.3752, loss: 2.3752, grad_norm: 14.1112 2020-07-28 11:23:50,752 - mmaction - INFO - Epoch [6][2200/2505] lr: 5.000e-04, eta: 2 days, 23:17:51, time: 1.904, data_time: 0.001, memory: 8522, top1_acc: 0.5104, top5_acc: 0.7359, loss_cls: 2.3865, loss: 2.3865, grad_norm: 13.6051 2020-07-28 11:24:28,824 - mmaction - INFO - Epoch [6][2220/2505] lr: 5.000e-04, eta: 2 days, 23:17:00, time: 1.904, data_time: 0.001, memory: 8522, top1_acc: 0.4958, top5_acc: 0.7214, loss_cls: 2.4205, loss: 2.4205, grad_norm: 13.9503 2020-07-28 11:25:06,915 - mmaction - INFO - Epoch [6][2240/2505] lr: 5.000e-04, eta: 2 days, 23:16:10, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5151, top5_acc: 0.7333, loss_cls: 2.3791, loss: 2.3791, grad_norm: 13.8369 2020-07-28 11:25:44,907 - mmaction - INFO - Epoch [6][2260/2505] lr: 5.000e-04, eta: 2 days, 23:15:19, time: 1.900, data_time: 0.001, memory: 8522, top1_acc: 0.5182, top5_acc: 0.7266, loss_cls: 2.3776, loss: 2.3776, grad_norm: 14.1059 2020-07-28 11:26:23,172 - mmaction - INFO - Epoch [6][2280/2505] lr: 5.000e-04, eta: 2 days, 23:14:31, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.4984, top5_acc: 0.7349, loss_cls: 2.3716, loss: 2.3716, grad_norm: 14.1757 2020-07-28 11:27:01,739 - mmaction - INFO - Epoch [6][2300/2505] lr: 5.000e-04, eta: 2 days, 23:13:45, time: 1.928, data_time: 0.001, memory: 8522, top1_acc: 0.5245, top5_acc: 0.7406, loss_cls: 2.3114, loss: 2.3114, grad_norm: 14.2796 2020-07-28 11:27:39,968 - mmaction - INFO - Epoch [6][2320/2505] lr: 5.000e-04, eta: 2 days, 23:12:56, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5177, top5_acc: 0.7359, loss_cls: 2.3532, loss: 2.3532, grad_norm: 14.3247 2020-07-28 11:28:18,126 - mmaction - INFO - Epoch [6][2340/2505] lr: 5.000e-04, eta: 2 days, 23:12:07, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5292, top5_acc: 0.7432, loss_cls: 2.3044, loss: 2.3044, grad_norm: 13.9232 2020-07-28 11:28:56,015 - mmaction - INFO - Epoch [6][2360/2505] lr: 5.000e-04, eta: 2 days, 23:11:15, time: 1.894, data_time: 0.001, memory: 8522, top1_acc: 0.5078, top5_acc: 0.7396, loss_cls: 2.3400, loss: 2.3400, grad_norm: 14.2355 2020-07-28 11:29:34,035 - mmaction - INFO - Epoch [6][2380/2505] lr: 5.000e-04, eta: 2 days, 23:10:24, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.5109, top5_acc: 0.7302, loss_cls: 2.3943, loss: 2.3943, grad_norm: 14.0250 2020-07-28 11:30:12,247 - mmaction - INFO - Epoch [6][2400/2505] lr: 5.000e-04, eta: 2 days, 23:09:36, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5099, top5_acc: 0.7453, loss_cls: 2.3463, loss: 2.3463, grad_norm: 13.8925 2020-07-28 11:30:50,142 - mmaction - INFO - Epoch [6][2420/2505] lr: 5.000e-04, eta: 2 days, 23:08:44, time: 1.895, data_time: 0.001, memory: 8522, top1_acc: 0.5245, top5_acc: 0.7354, loss_cls: 2.3603, loss: 2.3603, grad_norm: 13.9486 2020-07-28 11:31:27,925 - mmaction - INFO - Epoch [6][2440/2505] lr: 5.000e-04, eta: 2 days, 23:07:51, time: 1.889, data_time: 0.001, memory: 8522, top1_acc: 0.5000, top5_acc: 0.7229, loss_cls: 2.4357, loss: 2.4357, grad_norm: 14.2152 2020-07-28 11:32:05,934 - mmaction - INFO - Epoch [6][2460/2505] lr: 5.000e-04, eta: 2 days, 23:07:01, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.5240, top5_acc: 0.7401, loss_cls: 2.3529, loss: 2.3529, grad_norm: 13.7991 2020-07-28 11:32:44,061 - mmaction - INFO - Epoch [6][2480/2505] lr: 5.000e-04, eta: 2 days, 23:06:12, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.4995, top5_acc: 0.7292, loss_cls: 2.4382, loss: 2.4382, grad_norm: 14.3681 2020-07-28 11:33:22,198 - mmaction - INFO - Epoch [6][2500/2505] lr: 5.000e-04, eta: 2 days, 23:05:22, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5120, top5_acc: 0.7349, loss_cls: 2.3607, loss: 2.3607, grad_norm: 13.9945 2020-07-28 11:33:36,742 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-07-28 11:35:04,430 - mmaction - INFO - Epoch [7][20/2505] lr: 5.000e-04, eta: 2 days, 23:09:50, time: 4.289, data_time: 2.343, memory: 8522, top1_acc: 0.4958, top5_acc: 0.7224, loss_cls: 2.4039, loss: 2.4039, grad_norm: 13.2113 2020-07-28 11:35:43,200 - mmaction - INFO - Epoch [7][40/2505] lr: 5.000e-04, eta: 2 days, 23:09:06, time: 1.940, data_time: 0.024, memory: 8522, top1_acc: 0.5161, top5_acc: 0.7510, loss_cls: 2.3020, loss: 2.3020, grad_norm: 13.8788 2020-07-28 11:36:21,687 - mmaction - INFO - Epoch [7][60/2505] lr: 5.000e-04, eta: 2 days, 23:08:20, time: 1.924, data_time: 0.001, memory: 8522, top1_acc: 0.5000, top5_acc: 0.7255, loss_cls: 2.3821, loss: 2.3821, grad_norm: 14.3590 2020-07-28 11:37:00,208 - mmaction - INFO - Epoch [7][80/2505] lr: 5.000e-04, eta: 2 days, 23:07:33, time: 1.926, data_time: 0.001, memory: 8522, top1_acc: 0.5130, top5_acc: 0.7234, loss_cls: 2.3767, loss: 2.3767, grad_norm: 13.9508 2020-07-28 11:37:38,619 - mmaction - INFO - Epoch [7][100/2505] lr: 5.000e-04, eta: 2 days, 23:06:46, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5208, top5_acc: 0.7406, loss_cls: 2.3293, loss: 2.3293, grad_norm: 13.8343 2020-07-28 11:38:16,971 - mmaction - INFO - Epoch [7][120/2505] lr: 5.000e-04, eta: 2 days, 23:05:58, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5172, top5_acc: 0.7339, loss_cls: 2.3708, loss: 2.3708, grad_norm: 14.0934 2020-07-28 11:38:55,278 - mmaction - INFO - Epoch [7][140/2505] lr: 5.000e-04, eta: 2 days, 23:05:10, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5068, top5_acc: 0.7219, loss_cls: 2.4179, loss: 2.4179, grad_norm: 13.8812 2020-07-28 11:39:33,946 - mmaction - INFO - Epoch [7][160/2505] lr: 5.000e-04, eta: 2 days, 23:04:25, time: 1.933, data_time: 0.001, memory: 8522, top1_acc: 0.4885, top5_acc: 0.7161, loss_cls: 2.4533, loss: 2.4533, grad_norm: 13.8877 2020-07-28 11:40:11,795 - mmaction - INFO - Epoch [7][180/2505] lr: 5.000e-04, eta: 2 days, 23:03:33, time: 1.893, data_time: 0.001, memory: 8522, top1_acc: 0.5089, top5_acc: 0.7323, loss_cls: 2.3662, loss: 2.3662, grad_norm: 14.5021 2020-07-28 11:40:49,617 - mmaction - INFO - Epoch [7][200/2505] lr: 5.000e-04, eta: 2 days, 23:02:41, time: 1.891, data_time: 0.001, memory: 8522, top1_acc: 0.5208, top5_acc: 0.7365, loss_cls: 2.3450, loss: 2.3450, grad_norm: 13.8469 2020-07-28 11:41:27,640 - mmaction - INFO - Epoch [7][220/2505] lr: 5.000e-04, eta: 2 days, 23:01:50, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.4932, top5_acc: 0.7224, loss_cls: 2.4314, loss: 2.4314, grad_norm: 13.9615 2020-07-28 11:42:05,959 - mmaction - INFO - Epoch [7][240/2505] lr: 5.000e-04, eta: 2 days, 23:01:02, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5260, top5_acc: 0.7448, loss_cls: 2.3026, loss: 2.3026, grad_norm: 14.4042 2020-07-28 11:42:44,268 - mmaction - INFO - Epoch [7][260/2505] lr: 5.000e-04, eta: 2 days, 23:00:14, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5094, top5_acc: 0.7417, loss_cls: 2.3368, loss: 2.3368, grad_norm: 14.8104 2020-07-28 11:43:22,488 - mmaction - INFO - Epoch [7][280/2505] lr: 5.000e-04, eta: 2 days, 22:59:26, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.4990, top5_acc: 0.7307, loss_cls: 2.3822, loss: 2.3822, grad_norm: 13.8903 2020-07-28 11:44:00,869 - mmaction - INFO - Epoch [7][300/2505] lr: 5.000e-04, eta: 2 days, 22:58:38, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5255, top5_acc: 0.7443, loss_cls: 2.3263, loss: 2.3263, grad_norm: 14.1610 2020-07-28 11:44:39,320 - mmaction - INFO - Epoch [7][320/2505] lr: 5.000e-04, eta: 2 days, 22:57:51, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5260, top5_acc: 0.7432, loss_cls: 2.3062, loss: 2.3062, grad_norm: 13.7523 2020-07-28 11:45:17,577 - mmaction - INFO - Epoch [7][340/2505] lr: 5.000e-04, eta: 2 days, 22:57:03, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5099, top5_acc: 0.7318, loss_cls: 2.3367, loss: 2.3367, grad_norm: 13.9112 2020-07-28 11:45:55,948 - mmaction - INFO - Epoch [7][360/2505] lr: 5.000e-04, eta: 2 days, 22:56:16, time: 1.918, data_time: 0.002, memory: 8522, top1_acc: 0.5286, top5_acc: 0.7396, loss_cls: 2.3359, loss: 2.3359, grad_norm: 13.8397 2020-07-28 11:46:34,122 - mmaction - INFO - Epoch [7][380/2505] lr: 5.000e-04, eta: 2 days, 22:55:27, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5120, top5_acc: 0.7281, loss_cls: 2.3651, loss: 2.3651, grad_norm: 13.8775 2020-07-28 11:47:12,412 - mmaction - INFO - Epoch [7][400/2505] lr: 5.000e-04, eta: 2 days, 22:54:39, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5135, top5_acc: 0.7479, loss_cls: 2.3602, loss: 2.3602, grad_norm: 13.7637 2020-07-28 11:47:50,817 - mmaction - INFO - Epoch [7][420/2505] lr: 5.000e-04, eta: 2 days, 22:53:52, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5302, top5_acc: 0.7281, loss_cls: 2.3498, loss: 2.3498, grad_norm: 14.4737 2020-07-28 11:48:29,083 - mmaction - INFO - Epoch [7][440/2505] lr: 5.000e-04, eta: 2 days, 22:53:04, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.3013, loss: 2.3013, grad_norm: 13.8068 2020-07-28 11:49:07,388 - mmaction - INFO - Epoch [7][460/2505] lr: 5.000e-04, eta: 2 days, 22:52:16, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5026, top5_acc: 0.7375, loss_cls: 2.3774, loss: 2.3774, grad_norm: 14.4485 2020-07-28 11:49:45,614 - mmaction - INFO - Epoch [7][480/2505] lr: 5.000e-04, eta: 2 days, 22:51:28, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5203, top5_acc: 0.7307, loss_cls: 2.3531, loss: 2.3531, grad_norm: 14.0669 2020-07-28 11:50:24,002 - mmaction - INFO - Epoch [7][500/2505] lr: 5.000e-04, eta: 2 days, 22:50:41, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5120, top5_acc: 0.7406, loss_cls: 2.3306, loss: 2.3306, grad_norm: 13.9327 2020-07-28 11:51:02,301 - mmaction - INFO - Epoch [7][520/2505] lr: 5.000e-04, eta: 2 days, 22:49:53, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5036, top5_acc: 0.7422, loss_cls: 2.3214, loss: 2.3214, grad_norm: 14.1493 2020-07-28 11:51:40,621 - mmaction - INFO - Epoch [7][540/2505] lr: 5.000e-04, eta: 2 days, 22:49:05, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5016, top5_acc: 0.7432, loss_cls: 2.3709, loss: 2.3709, grad_norm: 15.0511 2020-07-28 11:52:18,966 - mmaction - INFO - Epoch [7][560/2505] lr: 5.000e-04, eta: 2 days, 22:48:18, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5266, top5_acc: 0.7495, loss_cls: 2.3185, loss: 2.3185, grad_norm: 13.9454 2020-07-28 11:52:57,426 - mmaction - INFO - Epoch [7][580/2505] lr: 5.000e-04, eta: 2 days, 22:47:32, time: 1.923, data_time: 0.001, memory: 8522, top1_acc: 0.4990, top5_acc: 0.7333, loss_cls: 2.4025, loss: 2.4025, grad_norm: 15.2188 2020-07-28 11:53:35,796 - mmaction - INFO - Epoch [7][600/2505] lr: 5.000e-04, eta: 2 days, 22:46:45, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5312, top5_acc: 0.7427, loss_cls: 2.3082, loss: 2.3082, grad_norm: 14.3353 2020-07-28 11:54:13,955 - mmaction - INFO - Epoch [7][620/2505] lr: 5.000e-04, eta: 2 days, 22:45:56, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5130, top5_acc: 0.7495, loss_cls: 2.3287, loss: 2.3287, grad_norm: 14.7939 2020-07-28 11:54:52,311 - mmaction - INFO - Epoch [7][640/2505] lr: 5.000e-04, eta: 2 days, 22:45:09, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5208, top5_acc: 0.7552, loss_cls: 2.2837, loss: 2.2837, grad_norm: 14.2417 2020-07-28 11:55:30,481 - mmaction - INFO - Epoch [7][660/2505] lr: 5.000e-04, eta: 2 days, 22:44:20, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5172, top5_acc: 0.7385, loss_cls: 2.3238, loss: 2.3238, grad_norm: 14.1833 2020-07-28 11:56:08,704 - mmaction - INFO - Epoch [7][680/2505] lr: 5.000e-04, eta: 2 days, 22:43:32, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5141, top5_acc: 0.7437, loss_cls: 2.3161, loss: 2.3161, grad_norm: 14.0690 2020-07-28 11:56:46,943 - mmaction - INFO - Epoch [7][700/2505] lr: 5.000e-04, eta: 2 days, 22:42:44, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5245, top5_acc: 0.7375, loss_cls: 2.3608, loss: 2.3608, grad_norm: 14.0725 2020-07-28 11:57:25,123 - mmaction - INFO - Epoch [7][720/2505] lr: 5.000e-04, eta: 2 days, 22:41:55, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5245, top5_acc: 0.7536, loss_cls: 2.2598, loss: 2.2598, grad_norm: 13.5324 2020-07-28 11:58:03,318 - mmaction - INFO - Epoch [7][740/2505] lr: 5.000e-04, eta: 2 days, 22:41:07, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5260, top5_acc: 0.7479, loss_cls: 2.3196, loss: 2.3196, grad_norm: 14.2783 2020-07-28 11:58:41,536 - mmaction - INFO - Epoch [7][760/2505] lr: 5.000e-04, eta: 2 days, 22:40:19, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5349, top5_acc: 0.7432, loss_cls: 2.3222, loss: 2.3222, grad_norm: 14.4725 2020-07-28 11:59:19,818 - mmaction - INFO - Epoch [7][780/2505] lr: 5.000e-04, eta: 2 days, 22:39:31, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.3013, loss: 2.3013, grad_norm: 14.4787 2020-07-28 11:59:58,227 - mmaction - INFO - Epoch [7][800/2505] lr: 5.000e-04, eta: 2 days, 22:38:45, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5099, top5_acc: 0.7510, loss_cls: 2.2928, loss: 2.2928, grad_norm: 14.0756 2020-07-28 12:00:39,842 - mmaction - INFO - Epoch [7][820/2505] lr: 5.000e-04, eta: 2 days, 22:38:24, time: 2.080, data_time: 0.004, memory: 8522, top1_acc: 0.5234, top5_acc: 0.7297, loss_cls: 2.3092, loss: 2.3092, grad_norm: 14.5089 2020-07-28 12:01:18,227 - mmaction - INFO - Epoch [7][840/2505] lr: 5.000e-04, eta: 2 days, 22:37:38, time: 1.920, data_time: 0.010, memory: 8522, top1_acc: 0.5240, top5_acc: 0.7380, loss_cls: 2.3070, loss: 2.3070, grad_norm: 13.7004 2020-07-28 12:01:56,672 - mmaction - INFO - Epoch [7][860/2505] lr: 5.000e-04, eta: 2 days, 22:36:52, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5234, top5_acc: 0.7385, loss_cls: 2.3065, loss: 2.3065, grad_norm: 14.5780 2020-07-28 12:02:35,077 - mmaction - INFO - Epoch [7][880/2505] lr: 5.000e-04, eta: 2 days, 22:36:05, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5203, top5_acc: 0.7333, loss_cls: 2.3673, loss: 2.3673, grad_norm: 14.1235 2020-07-28 12:03:13,506 - mmaction - INFO - Epoch [7][900/2505] lr: 5.000e-04, eta: 2 days, 22:35:19, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5141, top5_acc: 0.7359, loss_cls: 2.3623, loss: 2.3623, grad_norm: 13.9776 2020-07-28 12:03:51,826 - mmaction - INFO - Epoch [7][920/2505] lr: 5.000e-04, eta: 2 days, 22:34:32, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5344, top5_acc: 0.7557, loss_cls: 2.2791, loss: 2.2791, grad_norm: 14.5549 2020-07-28 12:04:30,183 - mmaction - INFO - Epoch [7][940/2505] lr: 5.000e-04, eta: 2 days, 22:33:45, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5068, top5_acc: 0.7297, loss_cls: 2.3838, loss: 2.3838, grad_norm: 14.7481 2020-07-28 12:05:08,911 - mmaction - INFO - Epoch [7][960/2505] lr: 5.000e-04, eta: 2 days, 22:33:01, time: 1.936, data_time: 0.001, memory: 8522, top1_acc: 0.5260, top5_acc: 0.7391, loss_cls: 2.2861, loss: 2.2861, grad_norm: 14.2566 2020-07-28 12:05:47,282 - mmaction - INFO - Epoch [7][980/2505] lr: 5.000e-04, eta: 2 days, 22:32:14, time: 1.919, data_time: 0.002, memory: 8522, top1_acc: 0.5328, top5_acc: 0.7505, loss_cls: 2.3354, loss: 2.3354, grad_norm: 14.3328 2020-07-28 12:06:26,078 - mmaction - INFO - Epoch [7][1000/2505] lr: 5.000e-04, eta: 2 days, 22:31:31, time: 1.940, data_time: 0.001, memory: 8522, top1_acc: 0.5339, top5_acc: 0.7458, loss_cls: 2.2870, loss: 2.2870, grad_norm: 14.3096 2020-07-28 12:07:04,523 - mmaction - INFO - Epoch [7][1020/2505] lr: 5.000e-04, eta: 2 days, 22:30:45, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5297, top5_acc: 0.7531, loss_cls: 2.2636, loss: 2.2636, grad_norm: 14.0455 2020-07-28 12:07:43,008 - mmaction - INFO - Epoch [7][1040/2505] lr: 5.000e-04, eta: 2 days, 22:29:59, time: 1.924, data_time: 0.001, memory: 8522, top1_acc: 0.5073, top5_acc: 0.7411, loss_cls: 2.3810, loss: 2.3810, grad_norm: 14.6927 2020-07-28 12:08:21,240 - mmaction - INFO - Epoch [7][1060/2505] lr: 5.000e-04, eta: 2 days, 22:29:12, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5167, top5_acc: 0.7422, loss_cls: 2.3214, loss: 2.3214, grad_norm: 14.3774 2020-07-28 12:08:59,677 - mmaction - INFO - Epoch [7][1080/2505] lr: 5.000e-04, eta: 2 days, 22:28:26, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5193, top5_acc: 0.7380, loss_cls: 2.2847, loss: 2.2847, grad_norm: 14.0511 2020-07-28 12:09:37,994 - mmaction - INFO - Epoch [7][1100/2505] lr: 5.000e-04, eta: 2 days, 22:27:39, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5151, top5_acc: 0.7432, loss_cls: 2.3111, loss: 2.3111, grad_norm: 14.7384 2020-07-28 12:10:16,484 - mmaction - INFO - Epoch [7][1120/2505] lr: 5.000e-04, eta: 2 days, 22:26:53, time: 1.924, data_time: 0.001, memory: 8522, top1_acc: 0.5141, top5_acc: 0.7458, loss_cls: 2.3532, loss: 2.3532, grad_norm: 14.8047 2020-07-28 12:10:54,939 - mmaction - INFO - Epoch [7][1140/2505] lr: 5.000e-04, eta: 2 days, 22:26:07, time: 1.923, data_time: 0.001, memory: 8522, top1_acc: 0.5240, top5_acc: 0.7333, loss_cls: 2.3676, loss: 2.3676, grad_norm: 14.2443 2020-07-28 12:11:33,357 - mmaction - INFO - Epoch [7][1160/2505] lr: 5.000e-04, eta: 2 days, 22:25:21, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5198, top5_acc: 0.7458, loss_cls: 2.3058, loss: 2.3058, grad_norm: 14.7262 2020-07-28 12:12:11,744 - mmaction - INFO - Epoch [7][1180/2505] lr: 5.000e-04, eta: 2 days, 22:24:35, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5099, top5_acc: 0.7469, loss_cls: 2.2704, loss: 2.2704, grad_norm: 14.2827 2020-07-28 12:12:50,207 - mmaction - INFO - Epoch [7][1200/2505] lr: 5.000e-04, eta: 2 days, 22:23:49, time: 1.923, data_time: 0.001, memory: 8522, top1_acc: 0.5276, top5_acc: 0.7286, loss_cls: 2.3440, loss: 2.3440, grad_norm: 14.9107 2020-07-28 12:13:28,555 - mmaction - INFO - Epoch [7][1220/2505] lr: 5.000e-04, eta: 2 days, 22:23:02, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5109, top5_acc: 0.7479, loss_cls: 2.2807, loss: 2.2807, grad_norm: 14.3969 2020-07-28 12:14:08,237 - mmaction - INFO - Epoch [7][1240/2505] lr: 5.000e-04, eta: 2 days, 22:22:26, time: 1.983, data_time: 0.001, memory: 8522, top1_acc: 0.5250, top5_acc: 0.7349, loss_cls: 2.3227, loss: 2.3227, grad_norm: 13.8002 2020-07-28 12:14:46,540 - mmaction - INFO - Epoch [7][1260/2505] lr: 5.000e-04, eta: 2 days, 22:21:39, time: 1.916, data_time: 0.002, memory: 8522, top1_acc: 0.5219, top5_acc: 0.7630, loss_cls: 2.2734, loss: 2.2734, grad_norm: 13.9960 2020-07-28 12:15:25,102 - mmaction - INFO - Epoch [7][1280/2505] lr: 5.000e-04, eta: 2 days, 22:20:55, time: 1.928, data_time: 0.001, memory: 8522, top1_acc: 0.5354, top5_acc: 0.7516, loss_cls: 2.2579, loss: 2.2579, grad_norm: 14.5345 2020-07-28 12:16:03,481 - mmaction - INFO - Epoch [7][1300/2505] lr: 5.000e-04, eta: 2 days, 22:20:08, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5078, top5_acc: 0.7370, loss_cls: 2.3122, loss: 2.3122, grad_norm: 14.4272 2020-07-28 12:16:41,768 - mmaction - INFO - Epoch [7][1320/2505] lr: 5.000e-04, eta: 2 days, 22:19:21, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5260, top5_acc: 0.7625, loss_cls: 2.2159, loss: 2.2159, grad_norm: 14.6869 2020-07-28 12:17:20,115 - mmaction - INFO - Epoch [7][1340/2505] lr: 5.000e-04, eta: 2 days, 22:18:35, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5151, top5_acc: 0.7427, loss_cls: 2.3182, loss: 2.3182, grad_norm: 13.8882 2020-07-28 12:17:58,376 - mmaction - INFO - Epoch [7][1360/2505] lr: 5.000e-04, eta: 2 days, 22:17:48, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5172, top5_acc: 0.7302, loss_cls: 2.3458, loss: 2.3458, grad_norm: 14.4790 2020-07-28 12:18:36,866 - mmaction - INFO - Epoch [7][1380/2505] lr: 5.000e-04, eta: 2 days, 22:17:02, time: 1.925, data_time: 0.001, memory: 8522, top1_acc: 0.5302, top5_acc: 0.7646, loss_cls: 2.2338, loss: 2.2338, grad_norm: 14.5805 2020-07-28 12:19:15,056 - mmaction - INFO - Epoch [7][1400/2505] lr: 5.000e-04, eta: 2 days, 22:16:15, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5245, top5_acc: 0.7349, loss_cls: 2.3361, loss: 2.3361, grad_norm: 14.6035 2020-07-28 12:19:53,374 - mmaction - INFO - Epoch [7][1420/2505] lr: 5.000e-04, eta: 2 days, 22:15:28, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5052, top5_acc: 0.7375, loss_cls: 2.3130, loss: 2.3130, grad_norm: 14.2853 2020-07-28 12:20:31,626 - mmaction - INFO - Epoch [7][1440/2505] lr: 5.000e-04, eta: 2 days, 22:14:41, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5495, top5_acc: 0.7594, loss_cls: 2.1968, loss: 2.1968, grad_norm: 14.5977 2020-07-28 12:21:10,093 - mmaction - INFO - Epoch [7][1460/2505] lr: 5.000e-04, eta: 2 days, 22:13:55, time: 1.923, data_time: 0.001, memory: 8522, top1_acc: 0.5276, top5_acc: 0.7385, loss_cls: 2.2757, loss: 2.2757, grad_norm: 14.3639 2020-07-28 12:21:48,479 - mmaction - INFO - Epoch [7][1480/2505] lr: 5.000e-04, eta: 2 days, 22:13:09, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5141, top5_acc: 0.7417, loss_cls: 2.3033, loss: 2.3033, grad_norm: 14.5624 2020-07-28 12:22:26,810 - mmaction - INFO - Epoch [7][1500/2505] lr: 5.000e-04, eta: 2 days, 22:12:23, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5198, top5_acc: 0.7401, loss_cls: 2.2872, loss: 2.2872, grad_norm: 14.4122 2020-07-28 12:23:04,995 - mmaction - INFO - Epoch [7][1520/2505] lr: 5.000e-04, eta: 2 days, 22:11:35, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5104, top5_acc: 0.7438, loss_cls: 2.3576, loss: 2.3576, grad_norm: 14.5988 2020-07-28 12:23:43,573 - mmaction - INFO - Epoch [7][1540/2505] lr: 5.000e-04, eta: 2 days, 22:10:51, time: 1.929, data_time: 0.001, memory: 8522, top1_acc: 0.5427, top5_acc: 0.7625, loss_cls: 2.1737, loss: 2.1737, grad_norm: 13.6129 2020-07-28 12:24:21,855 - mmaction - INFO - Epoch [7][1560/2505] lr: 5.000e-04, eta: 2 days, 22:10:04, time: 1.914, data_time: 0.002, memory: 8522, top1_acc: 0.5307, top5_acc: 0.7474, loss_cls: 2.2867, loss: 2.2867, grad_norm: 14.1560 2020-07-28 12:25:00,019 - mmaction - INFO - Epoch [7][1580/2505] lr: 5.000e-04, eta: 2 days, 22:09:16, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5135, top5_acc: 0.7276, loss_cls: 2.3277, loss: 2.3277, grad_norm: 14.3092 2020-07-28 12:25:38,421 - mmaction - INFO - Epoch [7][1600/2505] lr: 5.000e-04, eta: 2 days, 22:08:30, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5177, top5_acc: 0.7500, loss_cls: 2.3118, loss: 2.3118, grad_norm: 14.4310 2020-07-28 12:26:16,714 - mmaction - INFO - Epoch [7][1620/2505] lr: 5.000e-04, eta: 2 days, 22:07:44, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5286, top5_acc: 0.7609, loss_cls: 2.2316, loss: 2.2316, grad_norm: 14.1287 2020-07-28 12:26:55,044 - mmaction - INFO - Epoch [7][1640/2505] lr: 5.000e-04, eta: 2 days, 22:06:57, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5286, top5_acc: 0.7344, loss_cls: 2.3126, loss: 2.3126, grad_norm: 14.6200 2020-07-28 12:27:33,229 - mmaction - INFO - Epoch [7][1660/2505] lr: 5.000e-04, eta: 2 days, 22:06:10, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5026, top5_acc: 0.7328, loss_cls: 2.3824, loss: 2.3824, grad_norm: 14.8948 2020-07-28 12:28:11,658 - mmaction - INFO - Epoch [7][1680/2505] lr: 5.000e-04, eta: 2 days, 22:05:24, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5172, top5_acc: 0.7328, loss_cls: 2.3248, loss: 2.3248, grad_norm: 14.1278 2020-07-28 12:28:50,043 - mmaction - INFO - Epoch [7][1700/2505] lr: 5.000e-04, eta: 2 days, 22:04:38, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5396, top5_acc: 0.7500, loss_cls: 2.2439, loss: 2.2439, grad_norm: 14.1496 2020-07-28 12:29:28,373 - mmaction - INFO - Epoch [7][1720/2505] lr: 5.000e-04, eta: 2 days, 22:03:52, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5307, top5_acc: 0.7505, loss_cls: 2.2707, loss: 2.2707, grad_norm: 14.5081 2020-07-28 12:30:06,690 - mmaction - INFO - Epoch [7][1740/2505] lr: 5.000e-04, eta: 2 days, 22:03:06, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5255, top5_acc: 0.7458, loss_cls: 2.2757, loss: 2.2757, grad_norm: 14.5754 2020-07-28 12:30:44,851 - mmaction - INFO - Epoch [7][1760/2505] lr: 5.000e-04, eta: 2 days, 22:02:18, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5198, top5_acc: 0.7411, loss_cls: 2.3127, loss: 2.3127, grad_norm: 14.6294 2020-07-28 12:31:23,436 - mmaction - INFO - Epoch [7][1780/2505] lr: 5.000e-04, eta: 2 days, 22:01:34, time: 1.929, data_time: 0.001, memory: 8522, top1_acc: 0.5297, top5_acc: 0.7427, loss_cls: 2.2588, loss: 2.2588, grad_norm: 14.0483 2020-07-28 12:32:01,687 - mmaction - INFO - Epoch [7][1800/2505] lr: 5.000e-04, eta: 2 days, 22:00:47, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5307, top5_acc: 0.7484, loss_cls: 2.2541, loss: 2.2541, grad_norm: 14.8067 2020-07-28 12:32:39,939 - mmaction - INFO - Epoch [7][1820/2505] lr: 5.000e-04, eta: 2 days, 22:00:00, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5203, top5_acc: 0.7474, loss_cls: 2.2655, loss: 2.2655, grad_norm: 14.5324 2020-07-28 12:33:18,240 - mmaction - INFO - Epoch [7][1840/2505] lr: 5.000e-04, eta: 2 days, 21:59:14, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5422, top5_acc: 0.7578, loss_cls: 2.2191, loss: 2.2191, grad_norm: 14.2532 2020-07-28 12:33:56,431 - mmaction - INFO - Epoch [7][1860/2505] lr: 5.000e-04, eta: 2 days, 21:58:27, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5182, top5_acc: 0.7510, loss_cls: 2.2555, loss: 2.2555, grad_norm: 14.0196 2020-07-28 12:34:34,593 - mmaction - INFO - Epoch [7][1880/2505] lr: 5.000e-04, eta: 2 days, 21:57:39, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5312, top5_acc: 0.7365, loss_cls: 2.3205, loss: 2.3205, grad_norm: 14.4244 2020-07-28 12:35:13,134 - mmaction - INFO - Epoch [7][1900/2505] lr: 5.000e-04, eta: 2 days, 21:56:55, time: 1.927, data_time: 0.001, memory: 8522, top1_acc: 0.5339, top5_acc: 0.7458, loss_cls: 2.2470, loss: 2.2470, grad_norm: 14.6625 2020-07-28 12:35:51,509 - mmaction - INFO - Epoch [7][1920/2505] lr: 5.000e-04, eta: 2 days, 21:56:09, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5214, top5_acc: 0.7370, loss_cls: 2.3209, loss: 2.3209, grad_norm: 14.6758 2020-07-28 12:36:29,941 - mmaction - INFO - Epoch [7][1940/2505] lr: 5.000e-04, eta: 2 days, 21:55:24, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5099, top5_acc: 0.7474, loss_cls: 2.2711, loss: 2.2711, grad_norm: 14.6261 2020-07-28 12:37:08,159 - mmaction - INFO - Epoch [7][1960/2505] lr: 5.000e-04, eta: 2 days, 21:54:37, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5286, top5_acc: 0.7391, loss_cls: 2.2683, loss: 2.2683, grad_norm: 14.7038 2020-07-28 12:37:46,396 - mmaction - INFO - Epoch [7][1980/2505] lr: 5.000e-04, eta: 2 days, 21:53:50, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5172, top5_acc: 0.7365, loss_cls: 2.2973, loss: 2.2973, grad_norm: 15.0429 2020-07-28 12:38:24,611 - mmaction - INFO - Epoch [7][2000/2505] lr: 5.000e-04, eta: 2 days, 21:53:03, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5422, top5_acc: 0.7516, loss_cls: 2.2497, loss: 2.2497, grad_norm: 14.3664 2020-07-28 12:39:03,038 - mmaction - INFO - Epoch [7][2020/2505] lr: 5.000e-04, eta: 2 days, 21:52:18, time: 1.921, data_time: 0.000, memory: 8522, top1_acc: 0.5318, top5_acc: 0.7510, loss_cls: 2.2516, loss: 2.2516, grad_norm: 14.3459 2020-07-28 12:39:41,375 - mmaction - INFO - Epoch [7][2040/2505] lr: 5.000e-04, eta: 2 days, 21:51:32, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5365, top5_acc: 0.7453, loss_cls: 2.2244, loss: 2.2244, grad_norm: 14.5290 2020-07-28 12:40:19,517 - mmaction - INFO - Epoch [7][2060/2505] lr: 5.000e-04, eta: 2 days, 21:50:45, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5312, top5_acc: 0.7552, loss_cls: 2.2143, loss: 2.2143, grad_norm: 14.2196 2020-07-28 12:40:57,819 - mmaction - INFO - Epoch [7][2080/2505] lr: 5.000e-04, eta: 2 days, 21:49:58, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5411, top5_acc: 0.7479, loss_cls: 2.2231, loss: 2.2231, grad_norm: 14.4008 2020-07-28 12:41:36,218 - mmaction - INFO - Epoch [7][2100/2505] lr: 5.000e-04, eta: 2 days, 21:49:13, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5391, top5_acc: 0.7568, loss_cls: 2.2267, loss: 2.2267, grad_norm: 14.6646 2020-07-28 12:42:14,710 - mmaction - INFO - Epoch [7][2120/2505] lr: 5.000e-04, eta: 2 days, 21:48:28, time: 1.924, data_time: 0.001, memory: 8522, top1_acc: 0.5172, top5_acc: 0.7380, loss_cls: 2.3149, loss: 2.3149, grad_norm: 15.4430 2020-07-28 12:42:53,093 - mmaction - INFO - Epoch [7][2140/2505] lr: 5.000e-04, eta: 2 days, 21:47:43, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5260, top5_acc: 0.7479, loss_cls: 2.2529, loss: 2.2529, grad_norm: 14.9804 2020-07-28 12:43:31,354 - mmaction - INFO - Epoch [7][2160/2505] lr: 5.000e-04, eta: 2 days, 21:46:56, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5323, top5_acc: 0.7380, loss_cls: 2.2693, loss: 2.2693, grad_norm: 14.2724 2020-07-28 12:44:09,671 - mmaction - INFO - Epoch [7][2180/2505] lr: 5.000e-04, eta: 2 days, 21:46:10, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5380, top5_acc: 0.7453, loss_cls: 2.2496, loss: 2.2496, grad_norm: 14.0533 2020-07-28 12:44:48,011 - mmaction - INFO - Epoch [7][2200/2505] lr: 5.000e-04, eta: 2 days, 21:45:25, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5437, top5_acc: 0.7661, loss_cls: 2.1913, loss: 2.1913, grad_norm: 14.0822 2020-07-28 12:45:26,530 - mmaction - INFO - Epoch [7][2220/2505] lr: 5.000e-04, eta: 2 days, 21:44:40, time: 1.926, data_time: 0.001, memory: 8522, top1_acc: 0.5359, top5_acc: 0.7568, loss_cls: 2.2090, loss: 2.2090, grad_norm: 13.9233 2020-07-28 12:46:04,883 - mmaction - INFO - Epoch [7][2240/2505] lr: 5.000e-04, eta: 2 days, 21:43:55, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5474, top5_acc: 0.7693, loss_cls: 2.1782, loss: 2.1782, grad_norm: 14.1181 2020-07-28 12:46:43,258 - mmaction - INFO - Epoch [7][2260/2505] lr: 5.000e-04, eta: 2 days, 21:43:09, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5240, top5_acc: 0.7380, loss_cls: 2.3010, loss: 2.3010, grad_norm: 14.1621 2020-07-28 12:47:21,581 - mmaction - INFO - Epoch [7][2280/2505] lr: 5.000e-04, eta: 2 days, 21:42:23, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5224, top5_acc: 0.7615, loss_cls: 2.2377, loss: 2.2377, grad_norm: 14.9684 2020-07-28 12:47:59,905 - mmaction - INFO - Epoch [7][2300/2505] lr: 5.000e-04, eta: 2 days, 21:41:37, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5391, top5_acc: 0.7609, loss_cls: 2.2181, loss: 2.2181, grad_norm: 13.9978 2020-07-28 12:48:38,228 - mmaction - INFO - Epoch [7][2320/2505] lr: 5.000e-04, eta: 2 days, 21:40:52, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5318, top5_acc: 0.7458, loss_cls: 2.2459, loss: 2.2459, grad_norm: 14.0850 2020-07-28 12:49:16,586 - mmaction - INFO - Epoch [7][2340/2505] lr: 5.000e-04, eta: 2 days, 21:40:06, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5307, top5_acc: 0.7422, loss_cls: 2.2686, loss: 2.2686, grad_norm: 14.7464 2020-07-28 12:49:54,773 - mmaction - INFO - Epoch [7][2360/2505] lr: 5.000e-04, eta: 2 days, 21:39:19, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.2738, loss: 2.2738, grad_norm: 14.7714 2020-07-28 12:50:32,904 - mmaction - INFO - Epoch [7][2380/2505] lr: 5.000e-04, eta: 2 days, 21:38:32, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5427, top5_acc: 0.7620, loss_cls: 2.1867, loss: 2.1867, grad_norm: 14.3805 2020-07-28 12:51:11,145 - mmaction - INFO - Epoch [7][2400/2505] lr: 5.000e-04, eta: 2 days, 21:37:46, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5365, top5_acc: 0.7427, loss_cls: 2.2475, loss: 2.2475, grad_norm: 14.5134 2020-07-28 12:51:49,793 - mmaction - INFO - Epoch [7][2420/2505] lr: 5.000e-04, eta: 2 days, 21:37:03, time: 1.932, data_time: 0.001, memory: 8522, top1_acc: 0.5448, top5_acc: 0.7635, loss_cls: 2.1875, loss: 2.1875, grad_norm: 14.3760 2020-07-28 12:52:28,392 - mmaction - INFO - Epoch [7][2440/2505] lr: 5.000e-04, eta: 2 days, 21:36:19, time: 1.930, data_time: 0.001, memory: 8522, top1_acc: 0.5255, top5_acc: 0.7464, loss_cls: 2.2507, loss: 2.2507, grad_norm: 14.4601 2020-07-28 12:53:06,672 - mmaction - INFO - Epoch [7][2460/2505] lr: 5.000e-04, eta: 2 days, 21:35:33, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5104, top5_acc: 0.7333, loss_cls: 2.3283, loss: 2.3283, grad_norm: 14.6195 2020-07-28 12:53:44,957 - mmaction - INFO - Epoch [7][2480/2505] lr: 5.000e-04, eta: 2 days, 21:34:47, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5271, top5_acc: 0.7479, loss_cls: 2.2464, loss: 2.2464, grad_norm: 14.6352 2020-07-28 12:54:23,184 - mmaction - INFO - Epoch [7][2500/2505] lr: 5.000e-04, eta: 2 days, 21:34:01, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5557, top5_acc: 0.7693, loss_cls: 2.1200, loss: 2.1200, grad_norm: 13.6554 2020-07-28 12:55:57,031 - mmaction - INFO - Epoch [8][20/2505] lr: 5.000e-04, eta: 2 days, 21:36:55, time: 3.985, data_time: 2.053, memory: 8522, top1_acc: 0.5349, top5_acc: 0.7406, loss_cls: 2.2405, loss: 2.2405, grad_norm: 14.1033 2020-07-28 12:56:35,921 - mmaction - INFO - Epoch [8][40/2505] lr: 5.000e-04, eta: 2 days, 21:36:13, time: 1.945, data_time: 0.023, memory: 8522, top1_acc: 0.5328, top5_acc: 0.7583, loss_cls: 2.2144, loss: 2.2144, grad_norm: 14.6430 2020-07-28 12:57:14,169 - mmaction - INFO - Epoch [8][60/2505] lr: 5.000e-04, eta: 2 days, 21:35:27, time: 1.912, data_time: 0.004, memory: 8522, top1_acc: 0.5474, top5_acc: 0.7667, loss_cls: 2.1546, loss: 2.1546, grad_norm: 14.3016 2020-07-28 12:57:52,574 - mmaction - INFO - Epoch [8][80/2505] lr: 5.000e-04, eta: 2 days, 21:34:41, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5203, top5_acc: 0.7521, loss_cls: 2.2831, loss: 2.2831, grad_norm: 14.6115 2020-07-28 12:58:30,861 - mmaction - INFO - Epoch [8][100/2505] lr: 5.000e-04, eta: 2 days, 21:33:55, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5693, top5_acc: 0.7682, loss_cls: 2.1191, loss: 2.1191, grad_norm: 14.8170 2020-07-28 12:59:09,168 - mmaction - INFO - Epoch [8][120/2505] lr: 5.000e-04, eta: 2 days, 21:33:09, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 2.1818, loss: 2.1818, grad_norm: 14.5760 2020-07-28 12:59:47,593 - mmaction - INFO - Epoch [8][140/2505] lr: 5.000e-04, eta: 2 days, 21:32:24, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5146, top5_acc: 0.7333, loss_cls: 2.3154, loss: 2.3154, grad_norm: 14.6259 2020-07-28 13:00:28,577 - mmaction - INFO - Epoch [8][160/2505] lr: 5.000e-04, eta: 2 days, 21:31:57, time: 2.048, data_time: 0.002, memory: 8522, top1_acc: 0.5635, top5_acc: 0.7687, loss_cls: 2.1240, loss: 2.1240, grad_norm: 14.8289 2020-07-28 13:01:06,976 - mmaction - INFO - Epoch [8][180/2505] lr: 5.000e-04, eta: 2 days, 21:31:12, time: 1.921, data_time: 0.011, memory: 8522, top1_acc: 0.5484, top5_acc: 0.7490, loss_cls: 2.2111, loss: 2.2111, grad_norm: 14.0894 2020-07-28 13:01:45,182 - mmaction - INFO - Epoch [8][200/2505] lr: 5.000e-04, eta: 2 days, 21:30:26, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5464, top5_acc: 0.7536, loss_cls: 2.2116, loss: 2.2116, grad_norm: 14.4431 2020-07-28 13:02:23,379 - mmaction - INFO - Epoch [8][220/2505] lr: 5.000e-04, eta: 2 days, 21:29:39, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5417, top5_acc: 0.7495, loss_cls: 2.2509, loss: 2.2509, grad_norm: 15.0117 2020-07-28 13:03:01,632 - mmaction - INFO - Epoch [8][240/2505] lr: 5.000e-04, eta: 2 days, 21:28:53, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5292, top5_acc: 0.7594, loss_cls: 2.2253, loss: 2.2253, grad_norm: 14.7776 2020-07-28 13:03:40,011 - mmaction - INFO - Epoch [8][260/2505] lr: 5.000e-04, eta: 2 days, 21:28:07, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5469, top5_acc: 0.7698, loss_cls: 2.1566, loss: 2.1566, grad_norm: 14.5071 2020-07-28 13:04:18,256 - mmaction - INFO - Epoch [8][280/2505] lr: 5.000e-04, eta: 2 days, 21:27:21, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5323, top5_acc: 0.7443, loss_cls: 2.2526, loss: 2.2526, grad_norm: 15.1495 2020-07-28 13:04:56,702 - mmaction - INFO - Epoch [8][300/2505] lr: 5.000e-04, eta: 2 days, 21:26:36, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5328, top5_acc: 0.7427, loss_cls: 2.2689, loss: 2.2689, grad_norm: 14.4839 2020-07-28 13:05:35,665 - mmaction - INFO - Epoch [8][320/2505] lr: 5.000e-04, eta: 2 days, 21:25:55, time: 1.948, data_time: 0.001, memory: 8522, top1_acc: 0.5411, top5_acc: 0.7568, loss_cls: 2.2442, loss: 2.2442, grad_norm: 13.8512 2020-07-28 13:06:13,899 - mmaction - INFO - Epoch [8][340/2505] lr: 5.000e-04, eta: 2 days, 21:25:09, time: 1.912, data_time: 0.004, memory: 8522, top1_acc: 0.5323, top5_acc: 0.7464, loss_cls: 2.2757, loss: 2.2757, grad_norm: 14.6142 2020-07-28 13:06:52,196 - mmaction - INFO - Epoch [8][360/2505] lr: 5.000e-04, eta: 2 days, 21:24:23, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5380, top5_acc: 0.7469, loss_cls: 2.2303, loss: 2.2303, grad_norm: 14.6644 2020-07-28 13:07:30,493 - mmaction - INFO - Epoch [8][380/2505] lr: 5.000e-04, eta: 2 days, 21:23:37, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5370, top5_acc: 0.7531, loss_cls: 2.2101, loss: 2.2101, grad_norm: 14.4136 2020-07-28 13:08:08,718 - mmaction - INFO - Epoch [8][400/2505] lr: 5.000e-04, eta: 2 days, 21:22:51, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5313, top5_acc: 0.7568, loss_cls: 2.2218, loss: 2.2218, grad_norm: 14.4532 2020-07-28 13:08:46,905 - mmaction - INFO - Epoch [8][420/2505] lr: 5.000e-04, eta: 2 days, 21:22:04, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5547, top5_acc: 0.7609, loss_cls: 2.1506, loss: 2.1506, grad_norm: 14.6624 2020-07-28 13:09:25,352 - mmaction - INFO - Epoch [8][440/2505] lr: 5.000e-04, eta: 2 days, 21:21:20, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5323, top5_acc: 0.7484, loss_cls: 2.2344, loss: 2.2344, grad_norm: 14.6541 2020-07-28 13:10:03,880 - mmaction - INFO - Epoch [8][460/2505] lr: 5.000e-04, eta: 2 days, 21:20:35, time: 1.927, data_time: 0.001, memory: 8522, top1_acc: 0.5354, top5_acc: 0.7448, loss_cls: 2.2050, loss: 2.2050, grad_norm: 14.8173 2020-07-28 13:10:42,346 - mmaction - INFO - Epoch [8][480/2505] lr: 5.000e-04, eta: 2 days, 21:19:51, time: 1.923, data_time: 0.001, memory: 8522, top1_acc: 0.5328, top5_acc: 0.7453, loss_cls: 2.2731, loss: 2.2731, grad_norm: 14.5610 2020-07-28 13:11:20,587 - mmaction - INFO - Epoch [8][500/2505] lr: 5.000e-04, eta: 2 days, 21:19:05, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5245, top5_acc: 0.7406, loss_cls: 2.2682, loss: 2.2682, grad_norm: 14.9460 2020-07-28 13:11:58,836 - mmaction - INFO - Epoch [8][520/2505] lr: 5.000e-04, eta: 2 days, 21:18:19, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5464, top5_acc: 0.7562, loss_cls: 2.1810, loss: 2.1810, grad_norm: 14.0114 2020-07-28 13:12:37,188 - mmaction - INFO - Epoch [8][540/2505] lr: 5.000e-04, eta: 2 days, 21:17:33, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5438, top5_acc: 0.7552, loss_cls: 2.1959, loss: 2.1959, grad_norm: 14.4384 2020-07-28 13:13:15,418 - mmaction - INFO - Epoch [8][560/2505] lr: 5.000e-04, eta: 2 days, 21:16:47, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5505, top5_acc: 0.7573, loss_cls: 2.1765, loss: 2.1765, grad_norm: 14.8605 2020-07-28 13:13:53,669 - mmaction - INFO - Epoch [8][580/2505] lr: 5.000e-04, eta: 2 days, 21:16:01, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5318, top5_acc: 0.7516, loss_cls: 2.2087, loss: 2.2087, grad_norm: 14.7699 2020-07-28 13:14:31,871 - mmaction - INFO - Epoch [8][600/2505] lr: 5.000e-04, eta: 2 days, 21:15:15, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5380, top5_acc: 0.7630, loss_cls: 2.1712, loss: 2.1712, grad_norm: 14.2005 2020-07-28 13:15:10,150 - mmaction - INFO - Epoch [8][620/2505] lr: 5.000e-04, eta: 2 days, 21:14:29, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5193, top5_acc: 0.7516, loss_cls: 2.2478, loss: 2.2478, grad_norm: 14.7116 2020-07-28 13:15:48,315 - mmaction - INFO - Epoch [8][640/2505] lr: 5.000e-04, eta: 2 days, 21:13:43, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5313, top5_acc: 0.7563, loss_cls: 2.2048, loss: 2.2048, grad_norm: 14.5708 2020-07-28 13:16:26,564 - mmaction - INFO - Epoch [8][660/2505] lr: 5.000e-04, eta: 2 days, 21:12:57, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.1595, loss: 2.1595, grad_norm: 14.4859 2020-07-28 13:17:04,681 - mmaction - INFO - Epoch [8][680/2505] lr: 5.000e-04, eta: 2 days, 21:12:10, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5479, top5_acc: 0.7635, loss_cls: 2.1856, loss: 2.1856, grad_norm: 14.6127 2020-07-28 13:17:42,683 - mmaction - INFO - Epoch [8][700/2505] lr: 5.000e-04, eta: 2 days, 21:11:22, time: 1.900, data_time: 0.001, memory: 8522, top1_acc: 0.5438, top5_acc: 0.7625, loss_cls: 2.1814, loss: 2.1814, grad_norm: 14.1741 2020-07-28 13:18:20,842 - mmaction - INFO - Epoch [8][720/2505] lr: 5.000e-04, eta: 2 days, 21:10:36, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5240, top5_acc: 0.7500, loss_cls: 2.2287, loss: 2.2287, grad_norm: 14.4912 2020-07-28 13:18:59,184 - mmaction - INFO - Epoch [8][740/2505] lr: 5.000e-04, eta: 2 days, 21:09:50, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5453, top5_acc: 0.7620, loss_cls: 2.1635, loss: 2.1635, grad_norm: 14.3162 2020-07-28 13:19:37,616 - mmaction - INFO - Epoch [8][760/2505] lr: 5.000e-04, eta: 2 days, 21:09:06, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5078, top5_acc: 0.7255, loss_cls: 2.3181, loss: 2.3181, grad_norm: 15.0879 2020-07-28 13:20:15,837 - mmaction - INFO - Epoch [8][780/2505] lr: 5.000e-04, eta: 2 days, 21:08:20, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5292, top5_acc: 0.7495, loss_cls: 2.2037, loss: 2.2037, grad_norm: 14.5372 2020-07-28 13:20:54,047 - mmaction - INFO - Epoch [8][800/2505] lr: 5.000e-04, eta: 2 days, 21:07:34, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5422, top5_acc: 0.7516, loss_cls: 2.2072, loss: 2.2072, grad_norm: 14.6890 2020-07-28 13:21:32,222 - mmaction - INFO - Epoch [8][820/2505] lr: 5.000e-04, eta: 2 days, 21:06:47, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5557, top5_acc: 0.7505, loss_cls: 2.1797, loss: 2.1797, grad_norm: 14.6666 2020-07-28 13:22:10,407 - mmaction - INFO - Epoch [8][840/2505] lr: 5.000e-04, eta: 2 days, 21:06:01, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5401, top5_acc: 0.7563, loss_cls: 2.2113, loss: 2.2113, grad_norm: 14.9089 2020-07-28 13:22:48,796 - mmaction - INFO - Epoch [8][860/2505] lr: 5.000e-04, eta: 2 days, 21:05:16, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5068, top5_acc: 0.7307, loss_cls: 2.3011, loss: 2.3011, grad_norm: 15.1101 2020-07-28 13:23:27,156 - mmaction - INFO - Epoch [8][880/2505] lr: 5.000e-04, eta: 2 days, 21:04:31, time: 1.919, data_time: 0.002, memory: 8522, top1_acc: 0.5354, top5_acc: 0.7578, loss_cls: 2.2086, loss: 2.2086, grad_norm: 14.7676 2020-07-28 13:24:05,385 - mmaction - INFO - Epoch [8][900/2505] lr: 5.000e-04, eta: 2 days, 21:03:45, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5302, top5_acc: 0.7547, loss_cls: 2.2233, loss: 2.2233, grad_norm: 15.0618 2020-07-28 13:24:43,596 - mmaction - INFO - Epoch [8][920/2505] lr: 5.000e-04, eta: 2 days, 21:02:59, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5505, top5_acc: 0.7536, loss_cls: 2.1841, loss: 2.1841, grad_norm: 14.3684 2020-07-28 13:25:21,916 - mmaction - INFO - Epoch [8][940/2505] lr: 5.000e-04, eta: 2 days, 21:02:14, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5302, top5_acc: 0.7448, loss_cls: 2.2633, loss: 2.2633, grad_norm: 15.3396 2020-07-28 13:26:00,128 - mmaction - INFO - Epoch [8][960/2505] lr: 5.000e-04, eta: 2 days, 21:01:28, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5276, top5_acc: 0.7578, loss_cls: 2.1727, loss: 2.1727, grad_norm: 15.2333 2020-07-28 13:26:38,434 - mmaction - INFO - Epoch [8][980/2505] lr: 5.000e-04, eta: 2 days, 21:00:43, time: 1.916, data_time: 0.002, memory: 8522, top1_acc: 0.5266, top5_acc: 0.7427, loss_cls: 2.2660, loss: 2.2660, grad_norm: 14.8298 2020-07-28 13:27:16,759 - mmaction - INFO - Epoch [8][1000/2505] lr: 5.000e-04, eta: 2 days, 20:59:58, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.1791, loss: 2.1791, grad_norm: 14.6372 2020-07-28 13:27:55,176 - mmaction - INFO - Epoch [8][1020/2505] lr: 5.000e-04, eta: 2 days, 20:59:13, time: 1.921, data_time: 0.002, memory: 8522, top1_acc: 0.5214, top5_acc: 0.7453, loss_cls: 2.2825, loss: 2.2825, grad_norm: 15.0452 2020-07-28 13:28:33,636 - mmaction - INFO - Epoch [8][1040/2505] lr: 5.000e-04, eta: 2 days, 20:58:29, time: 1.923, data_time: 0.001, memory: 8522, top1_acc: 0.5573, top5_acc: 0.7656, loss_cls: 2.1204, loss: 2.1204, grad_norm: 15.1223 2020-07-28 13:29:13,407 - mmaction - INFO - Epoch [8][1060/2505] lr: 5.000e-04, eta: 2 days, 20:57:54, time: 1.988, data_time: 0.001, memory: 8522, top1_acc: 0.5255, top5_acc: 0.7469, loss_cls: 2.2467, loss: 2.2467, grad_norm: 15.5771 2020-07-28 13:29:51,624 - mmaction - INFO - Epoch [8][1080/2505] lr: 5.000e-04, eta: 2 days, 20:57:08, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5479, top5_acc: 0.7557, loss_cls: 2.1789, loss: 2.1789, grad_norm: 14.3980 2020-07-28 13:30:30,266 - mmaction - INFO - Epoch [8][1100/2505] lr: 5.000e-04, eta: 2 days, 20:56:25, time: 1.932, data_time: 0.001, memory: 8522, top1_acc: 0.5547, top5_acc: 0.7760, loss_cls: 2.1494, loss: 2.1494, grad_norm: 15.4851 2020-07-28 13:31:08,531 - mmaction - INFO - Epoch [8][1120/2505] lr: 5.000e-04, eta: 2 days, 20:55:40, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5427, top5_acc: 0.7594, loss_cls: 2.1714, loss: 2.1714, grad_norm: 15.5820 2020-07-28 13:31:46,846 - mmaction - INFO - Epoch [8][1140/2505] lr: 5.000e-04, eta: 2 days, 20:54:55, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5589, top5_acc: 0.7740, loss_cls: 2.1223, loss: 2.1223, grad_norm: 15.0636 2020-07-28 13:32:25,490 - mmaction - INFO - Epoch [8][1160/2505] lr: 5.000e-04, eta: 2 days, 20:54:12, time: 1.932, data_time: 0.001, memory: 8522, top1_acc: 0.5427, top5_acc: 0.7646, loss_cls: 2.2001, loss: 2.2001, grad_norm: 14.6573 2020-07-28 13:33:03,725 - mmaction - INFO - Epoch [8][1180/2505] lr: 5.000e-04, eta: 2 days, 20:53:26, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5474, top5_acc: 0.7422, loss_cls: 2.1950, loss: 2.1950, grad_norm: 14.8642 2020-07-28 13:33:42,009 - mmaction - INFO - Epoch [8][1200/2505] lr: 5.000e-04, eta: 2 days, 20:52:41, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5411, top5_acc: 0.7646, loss_cls: 2.2279, loss: 2.2279, grad_norm: 15.4017 2020-07-28 13:34:20,247 - mmaction - INFO - Epoch [8][1220/2505] lr: 5.000e-04, eta: 2 days, 20:51:55, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5380, top5_acc: 0.7521, loss_cls: 2.2070, loss: 2.2070, grad_norm: 14.4218 2020-07-28 13:34:58,573 - mmaction - INFO - Epoch [8][1240/2505] lr: 5.000e-04, eta: 2 days, 20:51:10, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5240, top5_acc: 0.7417, loss_cls: 2.2708, loss: 2.2708, grad_norm: 14.8568 2020-07-28 13:35:36,817 - mmaction - INFO - Epoch [8][1260/2505] lr: 5.000e-04, eta: 2 days, 20:50:25, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5516, top5_acc: 0.7724, loss_cls: 2.0913, loss: 2.0913, grad_norm: 14.8236 2020-07-28 13:36:15,098 - mmaction - INFO - Epoch [8][1280/2505] lr: 5.000e-04, eta: 2 days, 20:49:39, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.1752, loss: 2.1752, grad_norm: 14.7806 2020-07-28 13:36:53,387 - mmaction - INFO - Epoch [8][1300/2505] lr: 5.000e-04, eta: 2 days, 20:48:54, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5365, top5_acc: 0.7703, loss_cls: 2.1355, loss: 2.1355, grad_norm: 14.1265 2020-07-28 13:37:31,952 - mmaction - INFO - Epoch [8][1320/2505] lr: 5.000e-04, eta: 2 days, 20:48:11, time: 1.928, data_time: 0.001, memory: 8522, top1_acc: 0.5646, top5_acc: 0.7542, loss_cls: 2.1319, loss: 2.1319, grad_norm: 14.7629 2020-07-28 13:38:10,405 - mmaction - INFO - Epoch [8][1340/2505] lr: 5.000e-04, eta: 2 days, 20:47:27, time: 1.923, data_time: 0.001, memory: 8522, top1_acc: 0.5547, top5_acc: 0.7594, loss_cls: 2.1645, loss: 2.1645, grad_norm: 15.4925 2020-07-28 13:38:48,642 - mmaction - INFO - Epoch [8][1360/2505] lr: 5.000e-04, eta: 2 days, 20:46:41, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5302, top5_acc: 0.7427, loss_cls: 2.2679, loss: 2.2679, grad_norm: 15.8413 2020-07-28 13:39:27,039 - mmaction - INFO - Epoch [8][1380/2505] lr: 5.000e-04, eta: 2 days, 20:45:57, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5427, top5_acc: 0.7651, loss_cls: 2.1676, loss: 2.1676, grad_norm: 15.1431 2020-07-28 13:40:05,341 - mmaction - INFO - Epoch [8][1400/2505] lr: 5.000e-04, eta: 2 days, 20:45:12, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5479, top5_acc: 0.7495, loss_cls: 2.2079, loss: 2.2079, grad_norm: 14.5935 2020-07-28 13:40:43,548 - mmaction - INFO - Epoch [8][1420/2505] lr: 5.000e-04, eta: 2 days, 20:44:26, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5432, top5_acc: 0.7656, loss_cls: 2.1638, loss: 2.1638, grad_norm: 14.3922 2020-07-28 13:41:21,868 - mmaction - INFO - Epoch [8][1440/2505] lr: 5.000e-04, eta: 2 days, 20:43:41, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5432, top5_acc: 0.7536, loss_cls: 2.1594, loss: 2.1594, grad_norm: 15.3260 2020-07-28 13:42:00,075 - mmaction - INFO - Epoch [8][1460/2505] lr: 5.000e-04, eta: 2 days, 20:42:56, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5401, top5_acc: 0.7505, loss_cls: 2.1955, loss: 2.1955, grad_norm: 14.6247 2020-07-28 13:42:38,251 - mmaction - INFO - Epoch [8][1480/2505] lr: 5.000e-04, eta: 2 days, 20:42:10, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5391, top5_acc: 0.7385, loss_cls: 2.2388, loss: 2.2388, grad_norm: 14.6467 2020-07-28 13:43:16,857 - mmaction - INFO - Epoch [8][1500/2505] lr: 5.000e-04, eta: 2 days, 20:41:27, time: 1.930, data_time: 0.001, memory: 8522, top1_acc: 0.5276, top5_acc: 0.7448, loss_cls: 2.2319, loss: 2.2319, grad_norm: 14.6733 2020-07-28 13:43:55,004 - mmaction - INFO - Epoch [8][1520/2505] lr: 5.000e-04, eta: 2 days, 20:40:41, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5464, top5_acc: 0.7594, loss_cls: 2.1637, loss: 2.1637, grad_norm: 14.4209 2020-07-28 13:44:33,229 - mmaction - INFO - Epoch [8][1540/2505] lr: 5.000e-04, eta: 2 days, 20:39:56, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5557, top5_acc: 0.7776, loss_cls: 2.0841, loss: 2.0841, grad_norm: 14.6662 2020-07-28 13:45:11,394 - mmaction - INFO - Epoch [8][1560/2505] lr: 5.000e-04, eta: 2 days, 20:39:10, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5464, top5_acc: 0.7630, loss_cls: 2.1257, loss: 2.1257, grad_norm: 14.8137 2020-07-28 13:45:49,697 - mmaction - INFO - Epoch [8][1580/2505] lr: 5.000e-04, eta: 2 days, 20:38:25, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5234, top5_acc: 0.7443, loss_cls: 2.2705, loss: 2.2705, grad_norm: 15.1041 2020-07-28 13:46:28,072 - mmaction - INFO - Epoch [8][1600/2505] lr: 5.000e-04, eta: 2 days, 20:37:41, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5344, top5_acc: 0.7583, loss_cls: 2.1989, loss: 2.1989, grad_norm: 15.4483 2020-07-28 13:47:06,242 - mmaction - INFO - Epoch [8][1620/2505] lr: 5.000e-04, eta: 2 days, 20:36:55, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5406, top5_acc: 0.7479, loss_cls: 2.1918, loss: 2.1918, grad_norm: 15.5446 2020-07-28 13:47:44,684 - mmaction - INFO - Epoch [8][1640/2505] lr: 5.000e-04, eta: 2 days, 20:36:11, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5708, top5_acc: 0.7740, loss_cls: 2.0502, loss: 2.0502, grad_norm: 14.0368 2020-07-28 13:48:23,109 - mmaction - INFO - Epoch [8][1660/2505] lr: 5.000e-04, eta: 2 days, 20:35:27, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5203, top5_acc: 0.7474, loss_cls: 2.2670, loss: 2.2670, grad_norm: 15.0264 2020-07-28 13:49:01,366 - mmaction - INFO - Epoch [8][1680/2505] lr: 5.000e-04, eta: 2 days, 20:34:42, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5531, top5_acc: 0.7703, loss_cls: 2.1250, loss: 2.1250, grad_norm: 14.7347 2020-07-28 13:49:39,575 - mmaction - INFO - Epoch [8][1700/2505] lr: 5.000e-04, eta: 2 days, 20:33:56, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5328, top5_acc: 0.7354, loss_cls: 2.2527, loss: 2.2527, grad_norm: 15.7573 2020-07-28 13:50:17,870 - mmaction - INFO - Epoch [8][1720/2505] lr: 5.000e-04, eta: 2 days, 20:33:11, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5510, top5_acc: 0.7656, loss_cls: 2.1434, loss: 2.1434, grad_norm: 14.7379 2020-07-28 13:50:56,122 - mmaction - INFO - Epoch [8][1740/2505] lr: 5.000e-04, eta: 2 days, 20:32:26, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5422, top5_acc: 0.7484, loss_cls: 2.2025, loss: 2.2025, grad_norm: 14.5503 2020-07-28 13:51:34,430 - mmaction - INFO - Epoch [8][1760/2505] lr: 5.000e-04, eta: 2 days, 20:31:42, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5396, top5_acc: 0.7745, loss_cls: 2.1391, loss: 2.1391, grad_norm: 15.1707 2020-07-28 13:52:13,210 - mmaction - INFO - Epoch [8][1780/2505] lr: 5.000e-04, eta: 2 days, 20:31:00, time: 1.938, data_time: 0.001, memory: 8522, top1_acc: 0.5448, top5_acc: 0.7708, loss_cls: 2.1230, loss: 2.1230, grad_norm: 14.8978 2020-07-28 13:52:51,477 - mmaction - INFO - Epoch [8][1800/2505] lr: 5.000e-04, eta: 2 days, 20:30:15, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5469, top5_acc: 0.7620, loss_cls: 2.1541, loss: 2.1541, grad_norm: 15.1637 2020-07-28 13:53:29,673 - mmaction - INFO - Epoch [8][1820/2505] lr: 5.000e-04, eta: 2 days, 20:29:30, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5349, top5_acc: 0.7469, loss_cls: 2.2304, loss: 2.2304, grad_norm: 15.5287 2020-07-28 13:54:07,945 - mmaction - INFO - Epoch [8][1840/2505] lr: 5.000e-04, eta: 2 days, 20:28:45, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5229, top5_acc: 0.7469, loss_cls: 2.2523, loss: 2.2523, grad_norm: 15.8341 2020-07-28 13:54:46,204 - mmaction - INFO - Epoch [8][1860/2505] lr: 5.000e-04, eta: 2 days, 20:28:00, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5406, top5_acc: 0.7615, loss_cls: 2.1704, loss: 2.1704, grad_norm: 15.3319 2020-07-28 13:55:24,726 - mmaction - INFO - Epoch [8][1880/2505] lr: 5.000e-04, eta: 2 days, 20:27:16, time: 1.926, data_time: 0.001, memory: 8522, top1_acc: 0.5474, top5_acc: 0.7604, loss_cls: 2.1421, loss: 2.1421, grad_norm: 14.8278 2020-07-28 13:56:02,958 - mmaction - INFO - Epoch [8][1900/2505] lr: 5.000e-04, eta: 2 days, 20:26:31, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5271, top5_acc: 0.7458, loss_cls: 2.2234, loss: 2.2234, grad_norm: 14.1708 2020-07-28 13:56:41,273 - mmaction - INFO - Epoch [8][1920/2505] lr: 5.000e-04, eta: 2 days, 20:25:47, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5396, top5_acc: 0.7469, loss_cls: 2.2352, loss: 2.2352, grad_norm: 15.3496 2020-07-28 13:57:19,632 - mmaction - INFO - Epoch [8][1940/2505] lr: 5.000e-04, eta: 2 days, 20:25:02, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5552, top5_acc: 0.7516, loss_cls: 2.1581, loss: 2.1581, grad_norm: 14.8706 2020-07-28 13:57:57,811 - mmaction - INFO - Epoch [8][1960/2505] lr: 5.000e-04, eta: 2 days, 20:24:17, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5578, top5_acc: 0.7615, loss_cls: 2.1547, loss: 2.1547, grad_norm: 15.0941 2020-07-28 13:58:36,012 - mmaction - INFO - Epoch [8][1980/2505] lr: 5.000e-04, eta: 2 days, 20:23:32, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5490, top5_acc: 0.7474, loss_cls: 2.1651, loss: 2.1651, grad_norm: 14.8235 2020-07-28 13:59:14,222 - mmaction - INFO - Epoch [8][2000/2505] lr: 5.000e-04, eta: 2 days, 20:22:46, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5099, top5_acc: 0.7401, loss_cls: 2.2546, loss: 2.2546, grad_norm: 14.8795 2020-07-28 13:59:52,465 - mmaction - INFO - Epoch [8][2020/2505] lr: 5.000e-04, eta: 2 days, 20:22:01, time: 1.912, data_time: 0.002, memory: 8522, top1_acc: 0.5422, top5_acc: 0.7615, loss_cls: 2.1399, loss: 2.1399, grad_norm: 14.3989 2020-07-28 14:00:36,052 - mmaction - INFO - Epoch [8][2040/2505] lr: 5.000e-04, eta: 2 days, 20:21:51, time: 2.178, data_time: 0.005, memory: 8522, top1_acc: 0.5495, top5_acc: 0.7776, loss_cls: 2.1357, loss: 2.1357, grad_norm: 14.9026 2020-07-28 14:01:14,400 - mmaction - INFO - Epoch [8][2060/2505] lr: 5.000e-04, eta: 2 days, 20:21:06, time: 1.918, data_time: 0.010, memory: 8522, top1_acc: 0.5641, top5_acc: 0.7755, loss_cls: 2.0856, loss: 2.0856, grad_norm: 13.8749 2020-07-28 14:01:52,475 - mmaction - INFO - Epoch [8][2080/2505] lr: 5.000e-04, eta: 2 days, 20:20:20, time: 1.904, data_time: 0.001, memory: 8522, top1_acc: 0.5667, top5_acc: 0.7734, loss_cls: 2.0944, loss: 2.0944, grad_norm: 14.3253 2020-07-28 14:02:30,744 - mmaction - INFO - Epoch [8][2100/2505] lr: 5.000e-04, eta: 2 days, 20:19:36, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5432, top5_acc: 0.7599, loss_cls: 2.1373, loss: 2.1373, grad_norm: 14.7410 2020-07-28 14:03:09,045 - mmaction - INFO - Epoch [8][2120/2505] lr: 5.000e-04, eta: 2 days, 20:18:51, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5365, top5_acc: 0.7573, loss_cls: 2.1469, loss: 2.1469, grad_norm: 15.3102 2020-07-28 14:03:47,211 - mmaction - INFO - Epoch [8][2140/2505] lr: 5.000e-04, eta: 2 days, 20:18:06, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5458, top5_acc: 0.7641, loss_cls: 2.1330, loss: 2.1330, grad_norm: 15.4016 2020-07-28 14:04:25,419 - mmaction - INFO - Epoch [8][2160/2505] lr: 5.000e-04, eta: 2 days, 20:17:20, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5349, top5_acc: 0.7568, loss_cls: 2.1656, loss: 2.1656, grad_norm: 14.5301 2020-07-28 14:05:03,921 - mmaction - INFO - Epoch [8][2180/2505] lr: 5.000e-04, eta: 2 days, 20:16:37, time: 1.925, data_time: 0.001, memory: 8522, top1_acc: 0.5396, top5_acc: 0.7562, loss_cls: 2.1826, loss: 2.1826, grad_norm: 14.8626 2020-07-28 14:05:42,133 - mmaction - INFO - Epoch [8][2200/2505] lr: 5.000e-04, eta: 2 days, 20:15:52, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5490, top5_acc: 0.7464, loss_cls: 2.1854, loss: 2.1854, grad_norm: 15.0777 2020-07-28 14:06:20,355 - mmaction - INFO - Epoch [8][2220/2505] lr: 5.000e-04, eta: 2 days, 20:15:07, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5411, top5_acc: 0.7651, loss_cls: 2.1590, loss: 2.1590, grad_norm: 14.8290 2020-07-28 14:06:58,695 - mmaction - INFO - Epoch [8][2240/2505] lr: 5.000e-04, eta: 2 days, 20:14:23, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5354, top5_acc: 0.7682, loss_cls: 2.1679, loss: 2.1679, grad_norm: 14.5172 2020-07-28 14:07:37,010 - mmaction - INFO - Epoch [8][2260/2505] lr: 5.000e-04, eta: 2 days, 20:13:38, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5578, top5_acc: 0.7693, loss_cls: 2.1075, loss: 2.1075, grad_norm: 15.6069 2020-07-28 14:08:15,141 - mmaction - INFO - Epoch [8][2280/2505] lr: 5.000e-04, eta: 2 days, 20:12:53, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5297, top5_acc: 0.7417, loss_cls: 2.2123, loss: 2.2123, grad_norm: 14.8053 2020-07-28 14:08:53,228 - mmaction - INFO - Epoch [8][2300/2505] lr: 5.000e-04, eta: 2 days, 20:12:07, time: 1.904, data_time: 0.001, memory: 8522, top1_acc: 0.5594, top5_acc: 0.7641, loss_cls: 2.1036, loss: 2.1036, grad_norm: 14.8371 2020-07-28 14:09:31,440 - mmaction - INFO - Epoch [8][2320/2505] lr: 5.000e-04, eta: 2 days, 20:11:22, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5562, top5_acc: 0.7688, loss_cls: 2.1016, loss: 2.1016, grad_norm: 15.1170 2020-07-28 14:10:09,474 - mmaction - INFO - Epoch [8][2340/2505] lr: 5.000e-04, eta: 2 days, 20:10:36, time: 1.902, data_time: 0.001, memory: 8522, top1_acc: 0.5526, top5_acc: 0.7495, loss_cls: 2.1599, loss: 2.1599, grad_norm: 14.2804 2020-07-28 14:10:47,773 - mmaction - INFO - Epoch [8][2360/2505] lr: 5.000e-04, eta: 2 days, 20:09:51, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5703, top5_acc: 0.7750, loss_cls: 2.0528, loss: 2.0528, grad_norm: 14.9022 2020-07-28 14:11:26,032 - mmaction - INFO - Epoch [8][2380/2505] lr: 5.000e-04, eta: 2 days, 20:09:07, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5677, top5_acc: 0.7792, loss_cls: 2.0312, loss: 2.0312, grad_norm: 14.3174 2020-07-28 14:12:04,354 - mmaction - INFO - Epoch [8][2400/2505] lr: 5.000e-04, eta: 2 days, 20:08:22, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5448, top5_acc: 0.7568, loss_cls: 2.1860, loss: 2.1860, grad_norm: 14.6703 2020-07-28 14:12:42,539 - mmaction - INFO - Epoch [8][2420/2505] lr: 5.000e-04, eta: 2 days, 20:07:37, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5375, top5_acc: 0.7505, loss_cls: 2.1719, loss: 2.1719, grad_norm: 15.2077 2020-07-28 14:13:20,786 - mmaction - INFO - Epoch [8][2440/2505] lr: 5.000e-04, eta: 2 days, 20:06:53, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5365, top5_acc: 0.7568, loss_cls: 2.2017, loss: 2.2017, grad_norm: 15.4288 2020-07-28 14:13:59,065 - mmaction - INFO - Epoch [8][2460/2505] lr: 5.000e-04, eta: 2 days, 20:06:08, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5510, top5_acc: 0.7724, loss_cls: 2.1406, loss: 2.1406, grad_norm: 14.3888 2020-07-28 14:14:37,282 - mmaction - INFO - Epoch [8][2480/2505] lr: 5.000e-04, eta: 2 days, 20:05:23, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5599, top5_acc: 0.7630, loss_cls: 2.1084, loss: 2.1084, grad_norm: 14.9594 2020-07-28 14:15:16,197 - mmaction - INFO - Epoch [8][2500/2505] lr: 5.000e-04, eta: 2 days, 20:04:42, time: 1.939, data_time: 0.003, memory: 8522, top1_acc: 0.5573, top5_acc: 0.7635, loss_cls: 2.1476, loss: 2.1476, grad_norm: 14.9593 2020-07-28 14:15:30,364 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-28 14:16:47,605 - mmaction - INFO - Epoch [9][20/2505] lr: 5.000e-04, eta: 2 days, 20:06:38, time: 3.767, data_time: 1.749, memory: 8522, top1_acc: 0.5557, top5_acc: 0.7677, loss_cls: 2.0866, loss: 2.0866, grad_norm: 15.3080 2020-07-28 14:17:26,438 - mmaction - INFO - Epoch [9][40/2505] lr: 5.000e-04, eta: 2 days, 20:05:57, time: 1.942, data_time: 0.012, memory: 8522, top1_acc: 0.5510, top5_acc: 0.7594, loss_cls: 2.1493, loss: 2.1493, grad_norm: 15.9064 2020-07-28 14:18:05,000 - mmaction - INFO - Epoch [9][60/2505] lr: 5.000e-04, eta: 2 days, 20:05:14, time: 1.928, data_time: 0.005, memory: 8522, top1_acc: 0.5396, top5_acc: 0.7688, loss_cls: 2.1426, loss: 2.1426, grad_norm: 15.6329 2020-07-28 14:18:43,370 - mmaction - INFO - Epoch [9][80/2505] lr: 5.000e-04, eta: 2 days, 20:04:30, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.1747, loss: 2.1747, grad_norm: 15.3151 2020-07-28 14:19:21,833 - mmaction - INFO - Epoch [9][100/2505] lr: 5.000e-04, eta: 2 days, 20:03:46, time: 1.923, data_time: 0.001, memory: 8522, top1_acc: 0.5370, top5_acc: 0.7630, loss_cls: 2.1850, loss: 2.1850, grad_norm: 15.4799 2020-07-28 14:20:00,256 - mmaction - INFO - Epoch [9][120/2505] lr: 5.000e-04, eta: 2 days, 20:03:03, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5245, top5_acc: 0.7516, loss_cls: 2.2074, loss: 2.2074, grad_norm: 15.3135 2020-07-28 14:20:39,350 - mmaction - INFO - Epoch [9][140/2505] lr: 5.000e-04, eta: 2 days, 20:02:23, time: 1.954, data_time: 0.001, memory: 8522, top1_acc: 0.5786, top5_acc: 0.7828, loss_cls: 2.0457, loss: 2.0457, grad_norm: 14.5681 2020-07-28 14:21:17,806 - mmaction - INFO - Epoch [9][160/2505] lr: 5.000e-04, eta: 2 days, 20:01:40, time: 1.923, data_time: 0.004, memory: 8522, top1_acc: 0.5458, top5_acc: 0.7557, loss_cls: 2.1602, loss: 2.1602, grad_norm: 15.1895 2020-07-28 14:21:56,279 - mmaction - INFO - Epoch [9][180/2505] lr: 5.000e-04, eta: 2 days, 20:00:56, time: 1.924, data_time: 0.001, memory: 8522, top1_acc: 0.5521, top5_acc: 0.7771, loss_cls: 2.1009, loss: 2.1009, grad_norm: 14.6018 2020-07-28 14:22:34,835 - mmaction - INFO - Epoch [9][200/2505] lr: 5.000e-04, eta: 2 days, 20:00:13, time: 1.928, data_time: 0.001, memory: 8522, top1_acc: 0.5688, top5_acc: 0.7781, loss_cls: 2.0427, loss: 2.0427, grad_norm: 15.2273 2020-07-28 14:23:13,206 - mmaction - INFO - Epoch [9][220/2505] lr: 5.000e-04, eta: 2 days, 19:59:29, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5547, top5_acc: 0.7578, loss_cls: 2.1543, loss: 2.1543, grad_norm: 14.7968 2020-07-28 14:23:51,632 - mmaction - INFO - Epoch [9][240/2505] lr: 5.000e-04, eta: 2 days, 19:58:46, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5531, top5_acc: 0.7646, loss_cls: 2.1044, loss: 2.1044, grad_norm: 14.5580 2020-07-28 14:24:29,849 - mmaction - INFO - Epoch [9][260/2505] lr: 5.000e-04, eta: 2 days, 19:58:01, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5443, top5_acc: 0.7615, loss_cls: 2.1349, loss: 2.1349, grad_norm: 15.2112 2020-07-28 14:25:08,354 - mmaction - INFO - Epoch [9][280/2505] lr: 5.000e-04, eta: 2 days, 19:57:18, time: 1.925, data_time: 0.001, memory: 8522, top1_acc: 0.5484, top5_acc: 0.7672, loss_cls: 2.1157, loss: 2.1157, grad_norm: 15.7686 2020-07-28 14:25:46,617 - mmaction - INFO - Epoch [9][300/2505] lr: 5.000e-04, eta: 2 days, 19:56:33, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5516, top5_acc: 0.7568, loss_cls: 2.1535, loss: 2.1535, grad_norm: 14.7865 2020-07-28 14:26:24,893 - mmaction - INFO - Epoch [9][320/2505] lr: 5.000e-04, eta: 2 days, 19:55:49, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5516, top5_acc: 0.7771, loss_cls: 2.0803, loss: 2.0803, grad_norm: 14.7908 2020-07-28 14:27:03,066 - mmaction - INFO - Epoch [9][340/2505] lr: 5.000e-04, eta: 2 days, 19:55:03, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5641, top5_acc: 0.7818, loss_cls: 2.0852, loss: 2.0852, grad_norm: 14.2258 2020-07-28 14:27:41,345 - mmaction - INFO - Epoch [9][360/2505] lr: 5.000e-04, eta: 2 days, 19:54:19, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5464, top5_acc: 0.7573, loss_cls: 2.1534, loss: 2.1534, grad_norm: 15.1707 2020-07-28 14:28:19,961 - mmaction - INFO - Epoch [9][380/2505] lr: 5.000e-04, eta: 2 days, 19:53:37, time: 1.931, data_time: 0.001, memory: 8522, top1_acc: 0.5474, top5_acc: 0.7729, loss_cls: 2.1246, loss: 2.1246, grad_norm: 15.6802 2020-07-28 14:28:58,367 - mmaction - INFO - Epoch [9][400/2505] lr: 5.000e-04, eta: 2 days, 19:52:53, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5589, top5_acc: 0.7760, loss_cls: 2.0773, loss: 2.0773, grad_norm: 14.9933 2020-07-28 14:29:36,586 - mmaction - INFO - Epoch [9][420/2505] lr: 5.000e-04, eta: 2 days, 19:52:08, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5479, top5_acc: 0.7646, loss_cls: 2.1413, loss: 2.1413, grad_norm: 14.8380 2020-07-28 14:30:15,243 - mmaction - INFO - Epoch [9][440/2505] lr: 5.000e-04, eta: 2 days, 19:51:26, time: 1.933, data_time: 0.001, memory: 8522, top1_acc: 0.5479, top5_acc: 0.7656, loss_cls: 2.1185, loss: 2.1185, grad_norm: 15.3456 2020-07-28 14:30:53,542 - mmaction - INFO - Epoch [9][460/2505] lr: 5.000e-04, eta: 2 days, 19:50:42, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5380, top5_acc: 0.7646, loss_cls: 2.1436, loss: 2.1436, grad_norm: 14.6837 2020-07-28 14:31:31,812 - mmaction - INFO - Epoch [9][480/2505] lr: 5.000e-04, eta: 2 days, 19:49:57, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5521, top5_acc: 0.7729, loss_cls: 2.0764, loss: 2.0764, grad_norm: 14.8086 2020-07-28 14:32:10,294 - mmaction - INFO - Epoch [9][500/2505] lr: 5.000e-04, eta: 2 days, 19:49:14, time: 1.924, data_time: 0.001, memory: 8522, top1_acc: 0.5458, top5_acc: 0.7682, loss_cls: 2.1300, loss: 2.1300, grad_norm: 14.8433 2020-07-28 14:32:48,652 - mmaction - INFO - Epoch [9][520/2505] lr: 5.000e-04, eta: 2 days, 19:48:30, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5625, top5_acc: 0.7760, loss_cls: 2.0753, loss: 2.0753, grad_norm: 14.3229 2020-07-28 14:33:26,827 - mmaction - INFO - Epoch [9][540/2505] lr: 5.000e-04, eta: 2 days, 19:47:45, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5505, top5_acc: 0.7615, loss_cls: 2.1243, loss: 2.1243, grad_norm: 15.0470 2020-07-28 14:34:05,158 - mmaction - INFO - Epoch [9][560/2505] lr: 5.000e-04, eta: 2 days, 19:47:01, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5625, top5_acc: 0.7755, loss_cls: 2.0808, loss: 2.0808, grad_norm: 15.0298 2020-07-28 14:34:43,500 - mmaction - INFO - Epoch [9][580/2505] lr: 5.000e-04, eta: 2 days, 19:46:17, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5453, top5_acc: 0.7495, loss_cls: 2.1385, loss: 2.1385, grad_norm: 14.7002 2020-07-28 14:35:22,012 - mmaction - INFO - Epoch [9][600/2505] lr: 5.000e-04, eta: 2 days, 19:45:34, time: 1.926, data_time: 0.001, memory: 8522, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 2.1444, loss: 2.1444, grad_norm: 15.3653 2020-07-28 14:36:00,124 - mmaction - INFO - Epoch [9][620/2505] lr: 5.000e-04, eta: 2 days, 19:44:49, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5422, top5_acc: 0.7557, loss_cls: 2.1589, loss: 2.1589, grad_norm: 14.4985 2020-07-28 14:36:38,286 - mmaction - INFO - Epoch [9][640/2505] lr: 5.000e-04, eta: 2 days, 19:44:04, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5615, top5_acc: 0.7719, loss_cls: 2.0877, loss: 2.0877, grad_norm: 15.3353 2020-07-28 14:37:16,445 - mmaction - INFO - Epoch [9][660/2505] lr: 5.000e-04, eta: 2 days, 19:43:19, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5573, top5_acc: 0.7693, loss_cls: 2.0740, loss: 2.0740, grad_norm: 14.8838 2020-07-28 14:37:54,740 - mmaction - INFO - Epoch [9][680/2505] lr: 5.000e-04, eta: 2 days, 19:42:35, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5641, top5_acc: 0.7766, loss_cls: 2.0875, loss: 2.0875, grad_norm: 14.5470 2020-07-28 14:38:33,190 - mmaction - INFO - Epoch [9][700/2505] lr: 5.000e-04, eta: 2 days, 19:41:51, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5448, top5_acc: 0.7651, loss_cls: 2.1329, loss: 2.1329, grad_norm: 14.7340 2020-07-28 14:39:11,443 - mmaction - INFO - Epoch [9][720/2505] lr: 5.000e-04, eta: 2 days, 19:41:07, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5734, top5_acc: 0.7672, loss_cls: 2.0406, loss: 2.0406, grad_norm: 14.8202 2020-07-28 14:39:49,902 - mmaction - INFO - Epoch [9][740/2505] lr: 5.000e-04, eta: 2 days, 19:40:24, time: 1.923, data_time: 0.001, memory: 8522, top1_acc: 0.5484, top5_acc: 0.7609, loss_cls: 2.1692, loss: 2.1692, grad_norm: 14.7840 2020-07-28 14:40:28,244 - mmaction - INFO - Epoch [9][760/2505] lr: 5.000e-04, eta: 2 days, 19:39:40, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5740, top5_acc: 0.7776, loss_cls: 2.0198, loss: 2.0198, grad_norm: 14.9062 2020-07-28 14:41:06,483 - mmaction - INFO - Epoch [9][780/2505] lr: 5.000e-04, eta: 2 days, 19:38:55, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5510, top5_acc: 0.7594, loss_cls: 2.1285, loss: 2.1285, grad_norm: 15.6383 2020-07-28 14:41:44,686 - mmaction - INFO - Epoch [9][800/2505] lr: 5.000e-04, eta: 2 days, 19:38:11, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5609, top5_acc: 0.7760, loss_cls: 2.0566, loss: 2.0566, grad_norm: 15.3538 2020-07-28 14:42:22,984 - mmaction - INFO - Epoch [9][820/2505] lr: 5.000e-04, eta: 2 days, 19:37:27, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5396, top5_acc: 0.7526, loss_cls: 2.1575, loss: 2.1575, grad_norm: 15.2556 2020-07-28 14:43:01,336 - mmaction - INFO - Epoch [9][840/2505] lr: 5.000e-04, eta: 2 days, 19:36:43, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5771, top5_acc: 0.7661, loss_cls: 2.0494, loss: 2.0494, grad_norm: 14.8918 2020-07-28 14:43:39,621 - mmaction - INFO - Epoch [9][860/2505] lr: 5.000e-04, eta: 2 days, 19:35:59, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5516, top5_acc: 0.7594, loss_cls: 2.1470, loss: 2.1470, grad_norm: 15.2523 2020-07-28 14:44:17,941 - mmaction - INFO - Epoch [9][880/2505] lr: 5.000e-04, eta: 2 days, 19:35:15, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5526, top5_acc: 0.7682, loss_cls: 2.0949, loss: 2.0949, grad_norm: 14.8474 2020-07-28 14:44:56,255 - mmaction - INFO - Epoch [9][900/2505] lr: 5.000e-04, eta: 2 days, 19:34:31, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5531, top5_acc: 0.7703, loss_cls: 2.0784, loss: 2.0784, grad_norm: 14.9381 2020-07-28 14:45:34,500 - mmaction - INFO - Epoch [9][920/2505] lr: 5.000e-04, eta: 2 days, 19:33:46, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5599, top5_acc: 0.7677, loss_cls: 2.0945, loss: 2.0945, grad_norm: 14.8646 2020-07-28 14:46:12,649 - mmaction - INFO - Epoch [9][940/2505] lr: 5.000e-04, eta: 2 days, 19:33:02, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5484, top5_acc: 0.7531, loss_cls: 2.1215, loss: 2.1215, grad_norm: 14.9929 2020-07-28 14:46:50,847 - mmaction - INFO - Epoch [9][960/2505] lr: 5.000e-04, eta: 2 days, 19:32:17, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5500, top5_acc: 0.7656, loss_cls: 2.1026, loss: 2.1026, grad_norm: 14.5954 2020-07-28 14:47:29,212 - mmaction - INFO - Epoch [9][980/2505] lr: 5.000e-04, eta: 2 days, 19:31:33, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5427, top5_acc: 0.7651, loss_cls: 2.1530, loss: 2.1530, grad_norm: 15.4820 2020-07-28 14:48:07,389 - mmaction - INFO - Epoch [9][1000/2505] lr: 5.000e-04, eta: 2 days, 19:30:49, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5401, top5_acc: 0.7594, loss_cls: 2.1302, loss: 2.1302, grad_norm: 14.7558 2020-07-28 14:48:45,631 - mmaction - INFO - Epoch [9][1020/2505] lr: 5.000e-04, eta: 2 days, 19:30:04, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5672, top5_acc: 0.7833, loss_cls: 2.0522, loss: 2.0522, grad_norm: 14.0103 2020-07-28 14:49:23,728 - mmaction - INFO - Epoch [9][1040/2505] lr: 5.000e-04, eta: 2 days, 19:29:19, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5620, top5_acc: 0.7625, loss_cls: 2.1299, loss: 2.1299, grad_norm: 14.6062 2020-07-28 14:50:01,913 - mmaction - INFO - Epoch [9][1060/2505] lr: 5.000e-04, eta: 2 days, 19:28:35, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5661, top5_acc: 0.7766, loss_cls: 2.0860, loss: 2.0860, grad_norm: 15.7250 2020-07-28 14:50:40,253 - mmaction - INFO - Epoch [9][1080/2505] lr: 5.000e-04, eta: 2 days, 19:27:51, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5359, top5_acc: 0.7536, loss_cls: 2.1818, loss: 2.1818, grad_norm: 15.6986 2020-07-28 14:51:18,602 - mmaction - INFO - Epoch [9][1100/2505] lr: 5.000e-04, eta: 2 days, 19:27:07, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5703, top5_acc: 0.7714, loss_cls: 2.0565, loss: 2.0565, grad_norm: 14.7797 2020-07-28 14:51:56,865 - mmaction - INFO - Epoch [9][1120/2505] lr: 5.000e-04, eta: 2 days, 19:26:23, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5510, top5_acc: 0.7703, loss_cls: 2.1215, loss: 2.1215, grad_norm: 15.3331 2020-07-28 14:52:35,119 - mmaction - INFO - Epoch [9][1140/2505] lr: 5.000e-04, eta: 2 days, 19:25:39, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 2.0674, loss: 2.0674, grad_norm: 15.4800 2020-07-28 14:53:13,496 - mmaction - INFO - Epoch [9][1160/2505] lr: 5.000e-04, eta: 2 days, 19:24:55, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5630, top5_acc: 0.7760, loss_cls: 2.0630, loss: 2.0630, grad_norm: 15.0391 2020-07-28 14:53:51,841 - mmaction - INFO - Epoch [9][1180/2505] lr: 5.000e-04, eta: 2 days, 19:24:12, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5604, top5_acc: 0.7750, loss_cls: 2.0825, loss: 2.0825, grad_norm: 15.1426 2020-07-28 14:54:30,131 - mmaction - INFO - Epoch [9][1200/2505] lr: 5.000e-04, eta: 2 days, 19:23:28, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5635, top5_acc: 0.7760, loss_cls: 2.0681, loss: 2.0681, grad_norm: 15.0967 2020-07-28 14:55:08,432 - mmaction - INFO - Epoch [9][1220/2505] lr: 5.000e-04, eta: 2 days, 19:22:44, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5599, top5_acc: 0.7682, loss_cls: 2.0763, loss: 2.0763, grad_norm: 15.3840 2020-07-28 14:55:46,608 - mmaction - INFO - Epoch [9][1240/2505] lr: 5.000e-04, eta: 2 days, 19:21:59, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5620, top5_acc: 0.7776, loss_cls: 2.0369, loss: 2.0369, grad_norm: 14.7906 2020-07-28 14:56:24,764 - mmaction - INFO - Epoch [9][1260/2505] lr: 5.000e-04, eta: 2 days, 19:21:15, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5510, top5_acc: 0.7724, loss_cls: 2.1230, loss: 2.1230, grad_norm: 15.1232 2020-07-28 14:57:03,122 - mmaction - INFO - Epoch [9][1280/2505] lr: 5.000e-04, eta: 2 days, 19:20:31, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5521, top5_acc: 0.7745, loss_cls: 2.0978, loss: 2.0978, grad_norm: 14.6288 2020-07-28 14:57:41,547 - mmaction - INFO - Epoch [9][1300/2505] lr: 5.000e-04, eta: 2 days, 19:19:48, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5656, top5_acc: 0.7828, loss_cls: 2.0735, loss: 2.0735, grad_norm: 15.0898 2020-07-28 14:58:19,759 - mmaction - INFO - Epoch [9][1320/2505] lr: 5.000e-04, eta: 2 days, 19:19:04, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5573, top5_acc: 0.7698, loss_cls: 2.0939, loss: 2.0939, grad_norm: 15.2918 2020-07-28 14:58:57,903 - mmaction - INFO - Epoch [9][1340/2505] lr: 5.000e-04, eta: 2 days, 19:18:19, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5651, top5_acc: 0.7656, loss_cls: 2.0749, loss: 2.0749, grad_norm: 15.4025 2020-07-28 14:59:36,177 - mmaction - INFO - Epoch [9][1360/2505] lr: 5.000e-04, eta: 2 days, 19:17:35, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5443, top5_acc: 0.7542, loss_cls: 2.1562, loss: 2.1562, grad_norm: 15.6336 2020-07-28 15:00:17,887 - mmaction - INFO - Epoch [9][1380/2505] lr: 5.000e-04, eta: 2 days, 19:17:11, time: 2.084, data_time: 0.002, memory: 8522, top1_acc: 0.5625, top5_acc: 0.7745, loss_cls: 2.0542, loss: 2.0542, grad_norm: 14.9573 2020-07-28 15:00:56,225 - mmaction - INFO - Epoch [9][1400/2505] lr: 5.000e-04, eta: 2 days, 19:16:27, time: 1.918, data_time: 0.010, memory: 8522, top1_acc: 0.5656, top5_acc: 0.7703, loss_cls: 2.0762, loss: 2.0762, grad_norm: 15.2606 2020-07-28 15:01:34,442 - mmaction - INFO - Epoch [9][1420/2505] lr: 5.000e-04, eta: 2 days, 19:15:43, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5859, top5_acc: 0.7771, loss_cls: 1.9897, loss: 1.9897, grad_norm: 14.5981 2020-07-28 15:02:12,675 - mmaction - INFO - Epoch [9][1440/2505] lr: 5.000e-04, eta: 2 days, 19:14:59, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5797, top5_acc: 0.7687, loss_cls: 2.0603, loss: 2.0603, grad_norm: 15.0144 2020-07-28 15:02:50,943 - mmaction - INFO - Epoch [9][1460/2505] lr: 5.000e-04, eta: 2 days, 19:14:15, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5620, top5_acc: 0.7750, loss_cls: 2.0415, loss: 2.0415, grad_norm: 15.2825 2020-07-28 15:03:29,261 - mmaction - INFO - Epoch [9][1480/2505] lr: 5.000e-04, eta: 2 days, 19:13:31, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5547, top5_acc: 0.7641, loss_cls: 2.1027, loss: 2.1027, grad_norm: 15.1431 2020-07-28 15:04:07,374 - mmaction - INFO - Epoch [9][1500/2505] lr: 5.000e-04, eta: 2 days, 19:12:47, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5589, top5_acc: 0.7724, loss_cls: 2.0692, loss: 2.0692, grad_norm: 15.6242 2020-07-28 15:04:45,604 - mmaction - INFO - Epoch [9][1520/2505] lr: 5.000e-04, eta: 2 days, 19:12:03, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5417, top5_acc: 0.7583, loss_cls: 2.1389, loss: 2.1389, grad_norm: 15.5059 2020-07-28 15:05:24,534 - mmaction - INFO - Epoch [9][1540/2505] lr: 5.000e-04, eta: 2 days, 19:11:22, time: 1.946, data_time: 0.002, memory: 8522, top1_acc: 0.5740, top5_acc: 0.7755, loss_cls: 2.0334, loss: 2.0334, grad_norm: 15.8555 2020-07-28 15:06:02,700 - mmaction - INFO - Epoch [9][1560/2505] lr: 5.000e-04, eta: 2 days, 19:10:38, time: 1.909, data_time: 0.003, memory: 8522, top1_acc: 0.5458, top5_acc: 0.7599, loss_cls: 2.1115, loss: 2.1115, grad_norm: 15.5364 2020-07-28 15:06:41,134 - mmaction - INFO - Epoch [9][1580/2505] lr: 5.000e-04, eta: 2 days, 19:09:55, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5542, top5_acc: 0.7714, loss_cls: 2.0820, loss: 2.0820, grad_norm: 15.0596 2020-07-28 15:07:19,333 - mmaction - INFO - Epoch [9][1600/2505] lr: 5.000e-04, eta: 2 days, 19:09:11, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5589, top5_acc: 0.7641, loss_cls: 2.0996, loss: 2.0996, grad_norm: 15.2188 2020-07-28 15:07:57,523 - mmaction - INFO - Epoch [9][1620/2505] lr: 5.000e-04, eta: 2 days, 19:08:26, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5833, top5_acc: 0.7771, loss_cls: 2.0560, loss: 2.0560, grad_norm: 15.6732 2020-07-28 15:08:35,769 - mmaction - INFO - Epoch [9][1640/2505] lr: 5.000e-04, eta: 2 days, 19:07:42, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5536, top5_acc: 0.7656, loss_cls: 2.0909, loss: 2.0909, grad_norm: 15.2738 2020-07-28 15:09:13,965 - mmaction - INFO - Epoch [9][1660/2505] lr: 5.000e-04, eta: 2 days, 19:06:58, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5458, top5_acc: 0.7750, loss_cls: 2.1271, loss: 2.1271, grad_norm: 15.4042 2020-07-28 15:09:52,115 - mmaction - INFO - Epoch [9][1680/2505] lr: 5.000e-04, eta: 2 days, 19:06:14, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5750, top5_acc: 0.7766, loss_cls: 2.0276, loss: 2.0276, grad_norm: 14.8919 2020-07-28 15:10:30,549 - mmaction - INFO - Epoch [9][1700/2505] lr: 5.000e-04, eta: 2 days, 19:05:31, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5661, top5_acc: 0.7703, loss_cls: 2.0573, loss: 2.0573, grad_norm: 15.3751 2020-07-28 15:11:08,820 - mmaction - INFO - Epoch [9][1720/2505] lr: 5.000e-04, eta: 2 days, 19:04:47, time: 1.914, data_time: 0.005, memory: 8522, top1_acc: 0.5609, top5_acc: 0.7641, loss_cls: 2.0807, loss: 2.0807, grad_norm: 15.3758 2020-07-28 15:11:46,973 - mmaction - INFO - Epoch [9][1740/2505] lr: 5.000e-04, eta: 2 days, 19:04:03, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5625, top5_acc: 0.7802, loss_cls: 2.0792, loss: 2.0792, grad_norm: 15.3051 2020-07-28 15:12:25,238 - mmaction - INFO - Epoch [9][1760/2505] lr: 5.000e-04, eta: 2 days, 19:03:19, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5266, top5_acc: 0.7542, loss_cls: 2.1760, loss: 2.1760, grad_norm: 15.9076 2020-07-28 15:13:03,439 - mmaction - INFO - Epoch [9][1780/2505] lr: 5.000e-04, eta: 2 days, 19:02:35, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5495, top5_acc: 0.7786, loss_cls: 2.0589, loss: 2.0589, grad_norm: 15.4667 2020-07-28 15:13:41,633 - mmaction - INFO - Epoch [9][1800/2505] lr: 5.000e-04, eta: 2 days, 19:01:50, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5531, top5_acc: 0.7693, loss_cls: 2.0935, loss: 2.0935, grad_norm: 15.2109 2020-07-28 15:14:19,929 - mmaction - INFO - Epoch [9][1820/2505] lr: 5.000e-04, eta: 2 days, 19:01:07, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5635, top5_acc: 0.7693, loss_cls: 2.0810, loss: 2.0810, grad_norm: 15.3237 2020-07-28 15:14:58,266 - mmaction - INFO - Epoch [9][1840/2505] lr: 5.000e-04, eta: 2 days, 19:00:23, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5797, top5_acc: 0.8005, loss_cls: 1.9798, loss: 1.9798, grad_norm: 15.0981 2020-07-28 15:15:37,043 - mmaction - INFO - Epoch [9][1860/2505] lr: 5.000e-04, eta: 2 days, 18:59:43, time: 1.939, data_time: 0.001, memory: 8522, top1_acc: 0.5573, top5_acc: 0.7521, loss_cls: 2.1377, loss: 2.1377, grad_norm: 15.4357 2020-07-28 15:16:15,283 - mmaction - INFO - Epoch [9][1880/2505] lr: 5.000e-04, eta: 2 days, 18:58:59, time: 1.912, data_time: 0.003, memory: 8522, top1_acc: 0.5682, top5_acc: 0.7802, loss_cls: 2.0282, loss: 2.0282, grad_norm: 14.7803 2020-07-28 15:16:53,503 - mmaction - INFO - Epoch [9][1900/2505] lr: 5.000e-04, eta: 2 days, 18:58:15, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5672, top5_acc: 0.7891, loss_cls: 2.0445, loss: 2.0445, grad_norm: 15.3614 2020-07-28 15:17:31,698 - mmaction - INFO - Epoch [9][1920/2505] lr: 5.000e-04, eta: 2 days, 18:57:31, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5776, top5_acc: 0.7682, loss_cls: 2.0803, loss: 2.0803, grad_norm: 15.7655 2020-07-28 15:18:09,890 - mmaction - INFO - Epoch [9][1940/2505] lr: 5.000e-04, eta: 2 days, 18:56:46, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5552, top5_acc: 0.7682, loss_cls: 2.0894, loss: 2.0894, grad_norm: 15.1588 2020-07-28 15:18:48,051 - mmaction - INFO - Epoch [9][1960/2505] lr: 5.000e-04, eta: 2 days, 18:56:02, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5578, top5_acc: 0.7740, loss_cls: 2.0603, loss: 2.0603, grad_norm: 14.9951 2020-07-28 15:19:26,295 - mmaction - INFO - Epoch [9][1980/2505] lr: 5.000e-04, eta: 2 days, 18:55:18, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5495, top5_acc: 0.7542, loss_cls: 2.1376, loss: 2.1376, grad_norm: 15.5081 2020-07-28 15:20:04,468 - mmaction - INFO - Epoch [9][2000/2505] lr: 5.000e-04, eta: 2 days, 18:54:34, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7839, loss_cls: 2.0017, loss: 2.0017, grad_norm: 14.6932 2020-07-28 15:20:42,871 - mmaction - INFO - Epoch [9][2020/2505] lr: 5.000e-04, eta: 2 days, 18:53:51, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5557, top5_acc: 0.7714, loss_cls: 2.0834, loss: 2.0834, grad_norm: 15.2244 2020-07-28 15:21:21,059 - mmaction - INFO - Epoch [9][2040/2505] lr: 5.000e-04, eta: 2 days, 18:53:07, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5635, top5_acc: 0.7781, loss_cls: 2.0076, loss: 2.0076, grad_norm: 14.6786 2020-07-28 15:21:59,301 - mmaction - INFO - Epoch [9][2060/2505] lr: 5.000e-04, eta: 2 days, 18:52:23, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5422, top5_acc: 0.7688, loss_cls: 2.0780, loss: 2.0780, grad_norm: 14.3772 2020-07-28 15:22:37,590 - mmaction - INFO - Epoch [9][2080/2505] lr: 5.000e-04, eta: 2 days, 18:51:40, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5807, top5_acc: 0.7740, loss_cls: 2.0264, loss: 2.0264, grad_norm: 15.4738 2020-07-28 15:23:15,680 - mmaction - INFO - Epoch [9][2100/2505] lr: 5.000e-04, eta: 2 days, 18:50:55, time: 1.904, data_time: 0.001, memory: 8522, top1_acc: 0.5724, top5_acc: 0.7755, loss_cls: 2.0126, loss: 2.0126, grad_norm: 15.5577 2020-07-28 15:23:53,902 - mmaction - INFO - Epoch [9][2120/2505] lr: 5.000e-04, eta: 2 days, 18:50:11, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5437, top5_acc: 0.7583, loss_cls: 2.1472, loss: 2.1472, grad_norm: 15.8105 2020-07-28 15:24:32,154 - mmaction - INFO - Epoch [9][2140/2505] lr: 5.000e-04, eta: 2 days, 18:49:28, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5563, top5_acc: 0.7818, loss_cls: 2.0453, loss: 2.0453, grad_norm: 15.5969 2020-07-28 15:25:10,325 - mmaction - INFO - Epoch [9][2160/2505] lr: 5.000e-04, eta: 2 days, 18:48:43, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5792, top5_acc: 0.7891, loss_cls: 2.0149, loss: 2.0149, grad_norm: 14.8305 2020-07-28 15:25:48,499 - mmaction - INFO - Epoch [9][2180/2505] lr: 5.000e-04, eta: 2 days, 18:47:59, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5641, top5_acc: 0.7781, loss_cls: 2.0275, loss: 2.0275, grad_norm: 14.9848 2020-07-28 15:26:26,709 - mmaction - INFO - Epoch [9][2200/2505] lr: 5.000e-04, eta: 2 days, 18:47:15, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5693, top5_acc: 0.7698, loss_cls: 2.0600, loss: 2.0600, grad_norm: 15.2535 2020-07-28 15:27:04,837 - mmaction - INFO - Epoch [9][2220/2505] lr: 5.000e-04, eta: 2 days, 18:46:31, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5484, top5_acc: 0.7599, loss_cls: 2.1121, loss: 2.1121, grad_norm: 15.3857 2020-07-28 15:27:43,200 - mmaction - INFO - Epoch [9][2240/2505] lr: 5.000e-04, eta: 2 days, 18:45:48, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5641, top5_acc: 0.7682, loss_cls: 2.0681, loss: 2.0681, grad_norm: 14.8977 2020-07-28 15:28:21,411 - mmaction - INFO - Epoch [9][2260/2505] lr: 5.000e-04, eta: 2 days, 18:45:04, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5526, top5_acc: 0.7734, loss_cls: 2.0863, loss: 2.0863, grad_norm: 15.4215 2020-07-28 15:28:59,591 - mmaction - INFO - Epoch [9][2280/2505] lr: 5.000e-04, eta: 2 days, 18:44:20, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 2.0955, loss: 2.0955, grad_norm: 14.9598 2020-07-28 15:29:37,991 - mmaction - INFO - Epoch [9][2300/2505] lr: 5.000e-04, eta: 2 days, 18:43:37, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5448, top5_acc: 0.7641, loss_cls: 2.0957, loss: 2.0957, grad_norm: 15.2317 2020-07-28 15:30:16,697 - mmaction - INFO - Epoch [9][2320/2505] lr: 5.000e-04, eta: 2 days, 18:42:56, time: 1.935, data_time: 0.001, memory: 8522, top1_acc: 0.5656, top5_acc: 0.7766, loss_cls: 2.0438, loss: 2.0438, grad_norm: 14.9764 2020-07-28 15:30:54,911 - mmaction - INFO - Epoch [9][2340/2505] lr: 5.000e-04, eta: 2 days, 18:42:12, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5583, top5_acc: 0.7625, loss_cls: 2.1018, loss: 2.1018, grad_norm: 15.6601 2020-07-28 15:31:33,180 - mmaction - INFO - Epoch [9][2360/2505] lr: 5.000e-04, eta: 2 days, 18:41:29, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5688, top5_acc: 0.7781, loss_cls: 2.0248, loss: 2.0248, grad_norm: 14.8238 2020-07-28 15:32:11,434 - mmaction - INFO - Epoch [9][2380/2505] lr: 5.000e-04, eta: 2 days, 18:40:45, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5474, top5_acc: 0.7500, loss_cls: 2.1384, loss: 2.1384, grad_norm: 15.5861 2020-07-28 15:32:49,758 - mmaction - INFO - Epoch [9][2400/2505] lr: 5.000e-04, eta: 2 days, 18:40:02, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5547, top5_acc: 0.7781, loss_cls: 2.0315, loss: 2.0315, grad_norm: 14.8917 2020-07-28 15:33:27,927 - mmaction - INFO - Epoch [9][2420/2505] lr: 5.000e-04, eta: 2 days, 18:39:18, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5448, top5_acc: 0.7635, loss_cls: 2.1226, loss: 2.1226, grad_norm: 15.6083 2020-07-28 15:34:06,198 - mmaction - INFO - Epoch [9][2440/2505] lr: 5.000e-04, eta: 2 days, 18:38:35, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5641, top5_acc: 0.7828, loss_cls: 2.0433, loss: 2.0433, grad_norm: 15.7216 2020-07-28 15:34:44,377 - mmaction - INFO - Epoch [9][2460/2505] lr: 5.000e-04, eta: 2 days, 18:37:51, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5474, top5_acc: 0.7849, loss_cls: 2.0462, loss: 2.0462, grad_norm: 15.4920 2020-07-28 15:35:22,449 - mmaction - INFO - Epoch [9][2480/2505] lr: 5.000e-04, eta: 2 days, 18:37:06, time: 1.903, data_time: 0.001, memory: 8522, top1_acc: 0.5755, top5_acc: 0.7786, loss_cls: 2.0195, loss: 2.0195, grad_norm: 15.3631 2020-07-28 15:36:00,661 - mmaction - INFO - Epoch [9][2500/2505] lr: 5.000e-04, eta: 2 days, 18:36:23, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5562, top5_acc: 0.7755, loss_cls: 2.0695, loss: 2.0695, grad_norm: 14.9449 2020-07-28 15:37:37,757 - mmaction - INFO - Epoch [10][20/2505] lr: 5.000e-04, eta: 2 days, 18:38:40, time: 4.158, data_time: 2.206, memory: 8522, top1_acc: 0.5589, top5_acc: 0.7750, loss_cls: 2.0693, loss: 2.0693, grad_norm: 15.4724 2020-07-28 15:38:16,693 - mmaction - INFO - Epoch [10][40/2505] lr: 5.000e-04, eta: 2 days, 18:38:00, time: 1.947, data_time: 0.018, memory: 8522, top1_acc: 0.5693, top5_acc: 0.7750, loss_cls: 2.0649, loss: 2.0649, grad_norm: 15.4792 2020-07-28 15:38:55,620 - mmaction - INFO - Epoch [10][60/2505] lr: 5.000e-04, eta: 2 days, 18:37:20, time: 1.946, data_time: 0.014, memory: 8522, top1_acc: 0.5651, top5_acc: 0.7802, loss_cls: 2.0275, loss: 2.0275, grad_norm: 15.8195 2020-07-28 15:39:34,207 - mmaction - INFO - Epoch [10][80/2505] lr: 5.000e-04, eta: 2 days, 18:36:39, time: 1.930, data_time: 0.001, memory: 8522, top1_acc: 0.5635, top5_acc: 0.7719, loss_cls: 2.0251, loss: 2.0251, grad_norm: 15.3267 2020-07-28 15:40:12,845 - mmaction - INFO - Epoch [10][100/2505] lr: 5.000e-04, eta: 2 days, 18:35:57, time: 1.932, data_time: 0.001, memory: 8522, top1_acc: 0.5609, top5_acc: 0.7646, loss_cls: 2.0889, loss: 2.0889, grad_norm: 14.8453 2020-07-28 15:40:51,448 - mmaction - INFO - Epoch [10][120/2505] lr: 5.000e-04, eta: 2 days, 18:35:15, time: 1.930, data_time: 0.002, memory: 8522, top1_acc: 0.5813, top5_acc: 0.7823, loss_cls: 2.0012, loss: 2.0012, grad_norm: 14.9532 2020-07-28 15:41:29,768 - mmaction - INFO - Epoch [10][140/2505] lr: 5.000e-04, eta: 2 days, 18:34:32, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5615, top5_acc: 0.7740, loss_cls: 2.0604, loss: 2.0604, grad_norm: 15.5308 2020-07-28 15:42:08,204 - mmaction - INFO - Epoch [10][160/2505] lr: 5.000e-04, eta: 2 days, 18:33:49, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5635, top5_acc: 0.7745, loss_cls: 2.0495, loss: 2.0495, grad_norm: 14.8325 2020-07-28 15:42:46,613 - mmaction - INFO - Epoch [10][180/2505] lr: 5.000e-04, eta: 2 days, 18:33:06, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5536, top5_acc: 0.7599, loss_cls: 2.0887, loss: 2.0887, grad_norm: 15.2694 2020-07-28 15:43:24,978 - mmaction - INFO - Epoch [10][200/2505] lr: 5.000e-04, eta: 2 days, 18:32:23, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5589, top5_acc: 0.7557, loss_cls: 2.1202, loss: 2.1202, grad_norm: 15.5007 2020-07-28 15:44:03,419 - mmaction - INFO - Epoch [10][220/2505] lr: 5.000e-04, eta: 2 days, 18:31:41, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5682, top5_acc: 0.7776, loss_cls: 2.0491, loss: 2.0491, grad_norm: 15.9523 2020-07-28 15:44:41,861 - mmaction - INFO - Epoch [10][240/2505] lr: 5.000e-04, eta: 2 days, 18:30:58, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7896, loss_cls: 2.0055, loss: 2.0055, grad_norm: 15.8094 2020-07-28 15:45:20,245 - mmaction - INFO - Epoch [10][260/2505] lr: 5.000e-04, eta: 2 days, 18:30:15, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5677, top5_acc: 0.7740, loss_cls: 2.0260, loss: 2.0260, grad_norm: 15.1350 2020-07-28 15:45:58,972 - mmaction - INFO - Epoch [10][280/2505] lr: 5.000e-04, eta: 2 days, 18:29:34, time: 1.936, data_time: 0.009, memory: 8522, top1_acc: 0.5839, top5_acc: 0.7792, loss_cls: 1.9952, loss: 1.9952, grad_norm: 15.2026 2020-07-28 15:46:37,375 - mmaction - INFO - Epoch [10][300/2505] lr: 5.000e-04, eta: 2 days, 18:28:51, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5682, top5_acc: 0.7870, loss_cls: 2.0008, loss: 2.0008, grad_norm: 15.3942 2020-07-28 15:47:15,765 - mmaction - INFO - Epoch [10][320/2505] lr: 5.000e-04, eta: 2 days, 18:28:09, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5510, top5_acc: 0.7677, loss_cls: 2.1094, loss: 2.1094, grad_norm: 15.1486 2020-07-28 15:47:54,175 - mmaction - INFO - Epoch [10][340/2505] lr: 5.000e-04, eta: 2 days, 18:27:26, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5667, top5_acc: 0.7870, loss_cls: 2.0383, loss: 2.0383, grad_norm: 15.3869 2020-07-28 15:48:32,406 - mmaction - INFO - Epoch [10][360/2505] lr: 5.000e-04, eta: 2 days, 18:26:42, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5568, top5_acc: 0.7557, loss_cls: 2.1281, loss: 2.1281, grad_norm: 14.7015 2020-07-28 15:49:10,846 - mmaction - INFO - Epoch [10][380/2505] lr: 5.000e-04, eta: 2 days, 18:26:00, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7651, loss_cls: 2.0550, loss: 2.0550, grad_norm: 15.5320 2020-07-28 15:49:49,254 - mmaction - INFO - Epoch [10][400/2505] lr: 5.000e-04, eta: 2 days, 18:25:17, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5714, top5_acc: 0.7870, loss_cls: 1.9920, loss: 1.9920, grad_norm: 15.3502 2020-07-28 15:50:27,746 - mmaction - INFO - Epoch [10][420/2505] lr: 5.000e-04, eta: 2 days, 18:24:35, time: 1.925, data_time: 0.001, memory: 8522, top1_acc: 0.5547, top5_acc: 0.7729, loss_cls: 2.0917, loss: 2.0917, grad_norm: 15.6256 2020-07-28 15:51:06,139 - mmaction - INFO - Epoch [10][440/2505] lr: 5.000e-04, eta: 2 days, 18:23:52, time: 1.919, data_time: 0.004, memory: 8522, top1_acc: 0.5667, top5_acc: 0.7766, loss_cls: 2.0202, loss: 2.0202, grad_norm: 15.5671 2020-07-28 15:51:44,460 - mmaction - INFO - Epoch [10][460/2505] lr: 5.000e-04, eta: 2 days, 18:23:09, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5563, top5_acc: 0.7714, loss_cls: 2.0623, loss: 2.0623, grad_norm: 15.4611 2020-07-28 15:52:22,731 - mmaction - INFO - Epoch [10][480/2505] lr: 5.000e-04, eta: 2 days, 18:22:25, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5766, top5_acc: 0.7766, loss_cls: 2.0303, loss: 2.0303, grad_norm: 14.3672 2020-07-28 15:53:00,955 - mmaction - INFO - Epoch [10][500/2505] lr: 5.000e-04, eta: 2 days, 18:21:42, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5573, top5_acc: 0.7734, loss_cls: 2.0263, loss: 2.0263, grad_norm: 15.5690 2020-07-28 15:53:39,373 - mmaction - INFO - Epoch [10][520/2505] lr: 5.000e-04, eta: 2 days, 18:20:59, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5542, top5_acc: 0.7625, loss_cls: 2.0469, loss: 2.0469, grad_norm: 15.5528 2020-07-28 15:54:17,679 - mmaction - INFO - Epoch [10][540/2505] lr: 5.000e-04, eta: 2 days, 18:20:16, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5599, top5_acc: 0.7766, loss_cls: 2.0653, loss: 2.0653, grad_norm: 15.9696 2020-07-28 15:54:55,969 - mmaction - INFO - Epoch [10][560/2505] lr: 5.000e-04, eta: 2 days, 18:19:32, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5771, top5_acc: 0.7812, loss_cls: 2.0188, loss: 2.0188, grad_norm: 16.0510 2020-07-28 15:55:34,224 - mmaction - INFO - Epoch [10][580/2505] lr: 5.000e-04, eta: 2 days, 18:18:49, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5813, top5_acc: 0.7854, loss_cls: 2.0123, loss: 2.0123, grad_norm: 15.2436 2020-07-28 15:56:12,708 - mmaction - INFO - Epoch [10][600/2505] lr: 5.000e-04, eta: 2 days, 18:18:07, time: 1.924, data_time: 0.013, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7620, loss_cls: 2.0441, loss: 2.0441, grad_norm: 14.9696 2020-07-28 15:56:50,947 - mmaction - INFO - Epoch [10][620/2505] lr: 5.000e-04, eta: 2 days, 18:17:23, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5839, top5_acc: 0.7745, loss_cls: 2.0565, loss: 2.0565, grad_norm: 15.5310 2020-07-28 15:57:29,139 - mmaction - INFO - Epoch [10][640/2505] lr: 5.000e-04, eta: 2 days, 18:16:39, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5938, top5_acc: 0.7906, loss_cls: 1.9494, loss: 1.9494, grad_norm: 14.7793 2020-07-28 15:58:07,329 - mmaction - INFO - Epoch [10][660/2505] lr: 5.000e-04, eta: 2 days, 18:15:56, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5646, top5_acc: 0.7688, loss_cls: 2.0495, loss: 2.0495, grad_norm: 14.5628 2020-07-28 15:58:45,714 - mmaction - INFO - Epoch [10][680/2505] lr: 5.000e-04, eta: 2 days, 18:15:13, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5563, top5_acc: 0.7839, loss_cls: 2.0250, loss: 2.0250, grad_norm: 14.9199 2020-07-28 15:59:23,952 - mmaction - INFO - Epoch [10][700/2505] lr: 5.000e-04, eta: 2 days, 18:14:29, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5740, top5_acc: 0.7734, loss_cls: 2.0136, loss: 2.0136, grad_norm: 15.3711 2020-07-28 16:00:03,728 - mmaction - INFO - Epoch [10][720/2505] lr: 5.000e-04, eta: 2 days, 18:13:47, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5859, top5_acc: 0.7823, loss_cls: 1.9710, loss: 1.9710, grad_norm: 15.4247 2020-07-28 16:00:45,393 - mmaction - INFO - Epoch [10][740/2505] lr: 5.000e-04, eta: 2 days, 18:13:28, time: 2.152, data_time: 0.085, memory: 8522, top1_acc: 0.5630, top5_acc: 0.7724, loss_cls: 2.0112, loss: 2.0112, grad_norm: 15.1161 2020-07-28 16:01:23,740 - mmaction - INFO - Epoch [10][760/2505] lr: 5.000e-04, eta: 2 days, 18:12:45, time: 1.917, data_time: 0.002, memory: 8522, top1_acc: 0.5667, top5_acc: 0.7802, loss_cls: 2.0169, loss: 2.0169, grad_norm: 15.6785 2020-07-28 16:02:01,929 - mmaction - INFO - Epoch [10][780/2505] lr: 5.000e-04, eta: 2 days, 18:12:02, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5604, top5_acc: 0.7776, loss_cls: 2.0821, loss: 2.0821, grad_norm: 15.5480 2020-07-28 16:02:40,101 - mmaction - INFO - Epoch [10][800/2505] lr: 5.000e-04, eta: 2 days, 18:11:18, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5500, top5_acc: 0.7677, loss_cls: 2.1272, loss: 2.1272, grad_norm: 16.1047 2020-07-28 16:03:18,453 - mmaction - INFO - Epoch [10][820/2505] lr: 5.000e-04, eta: 2 days, 18:10:35, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5599, top5_acc: 0.7849, loss_cls: 2.0084, loss: 2.0084, grad_norm: 15.4557 2020-07-28 16:03:56,665 - mmaction - INFO - Epoch [10][840/2505] lr: 5.000e-04, eta: 2 days, 18:09:51, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7896, loss_cls: 1.9787, loss: 1.9787, grad_norm: 15.1078 2020-07-28 16:04:34,858 - mmaction - INFO - Epoch [10][860/2505] lr: 5.000e-04, eta: 2 days, 18:09:08, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5620, top5_acc: 0.7828, loss_cls: 2.0274, loss: 2.0274, grad_norm: 15.4250 2020-07-28 16:05:13,903 - mmaction - INFO - Epoch [10][880/2505] lr: 5.000e-04, eta: 2 days, 18:08:29, time: 1.952, data_time: 0.001, memory: 8522, top1_acc: 0.5792, top5_acc: 0.7786, loss_cls: 2.0203, loss: 2.0203, grad_norm: 15.3010 2020-07-28 16:05:52,316 - mmaction - INFO - Epoch [10][900/2505] lr: 5.000e-04, eta: 2 days, 18:07:46, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5818, top5_acc: 0.7833, loss_cls: 1.9781, loss: 1.9781, grad_norm: 15.4618 2020-07-28 16:06:30,571 - mmaction - INFO - Epoch [10][920/2505] lr: 5.000e-04, eta: 2 days, 18:07:03, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5734, top5_acc: 0.7724, loss_cls: 2.0345, loss: 2.0345, grad_norm: 15.5347 2020-07-28 16:07:08,872 - mmaction - INFO - Epoch [10][940/2505] lr: 5.000e-04, eta: 2 days, 18:06:20, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5531, top5_acc: 0.7651, loss_cls: 2.1071, loss: 2.1071, grad_norm: 16.2814 2020-07-28 16:07:47,021 - mmaction - INFO - Epoch [10][960/2505] lr: 5.000e-04, eta: 2 days, 18:05:36, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5583, top5_acc: 0.7760, loss_cls: 2.0541, loss: 2.0541, grad_norm: 15.8433 2020-07-28 16:08:25,387 - mmaction - INFO - Epoch [10][980/2505] lr: 5.000e-04, eta: 2 days, 18:04:53, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5703, top5_acc: 0.7714, loss_cls: 2.0777, loss: 2.0777, grad_norm: 15.3270 2020-07-28 16:09:03,692 - mmaction - INFO - Epoch [10][1000/2505] lr: 5.000e-04, eta: 2 days, 18:04:10, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5474, top5_acc: 0.7661, loss_cls: 2.1143, loss: 2.1143, grad_norm: 15.8338 2020-07-28 16:09:41,841 - mmaction - INFO - Epoch [10][1020/2505] lr: 5.000e-04, eta: 2 days, 18:03:26, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5802, top5_acc: 0.7937, loss_cls: 1.9715, loss: 1.9715, grad_norm: 15.7804 2020-07-28 16:10:20,211 - mmaction - INFO - Epoch [10][1040/2505] lr: 5.000e-04, eta: 2 days, 18:02:43, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5635, top5_acc: 0.7859, loss_cls: 2.0383, loss: 2.0383, grad_norm: 15.2209 2020-07-28 16:10:58,452 - mmaction - INFO - Epoch [10][1060/2505] lr: 5.000e-04, eta: 2 days, 18:02:00, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5750, top5_acc: 0.7802, loss_cls: 1.9946, loss: 1.9946, grad_norm: 14.8075 2020-07-28 16:11:36,643 - mmaction - INFO - Epoch [10][1080/2505] lr: 5.000e-04, eta: 2 days, 18:01:16, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5547, top5_acc: 0.7693, loss_cls: 2.0628, loss: 2.0628, grad_norm: 15.5157 2020-07-28 16:12:14,811 - mmaction - INFO - Epoch [10][1100/2505] lr: 5.000e-04, eta: 2 days, 18:00:33, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5594, top5_acc: 0.7651, loss_cls: 2.0738, loss: 2.0738, grad_norm: 15.7461 2020-07-28 16:12:53,134 - mmaction - INFO - Epoch [10][1120/2505] lr: 5.000e-04, eta: 2 days, 17:59:50, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5755, top5_acc: 0.7635, loss_cls: 2.0332, loss: 2.0332, grad_norm: 15.9410 2020-07-28 16:13:31,454 - mmaction - INFO - Epoch [10][1140/2505] lr: 5.000e-04, eta: 2 days, 17:59:07, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5573, top5_acc: 0.7734, loss_cls: 2.0663, loss: 2.0663, grad_norm: 14.7162 2020-07-28 16:14:09,744 - mmaction - INFO - Epoch [10][1160/2505] lr: 5.000e-04, eta: 2 days, 17:58:24, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5740, top5_acc: 0.7729, loss_cls: 2.0258, loss: 2.0258, grad_norm: 15.9711 2020-07-28 16:14:47,818 - mmaction - INFO - Epoch [10][1180/2505] lr: 5.000e-04, eta: 2 days, 17:57:40, time: 1.904, data_time: 0.001, memory: 8522, top1_acc: 0.5828, top5_acc: 0.7896, loss_cls: 1.9677, loss: 1.9677, grad_norm: 15.8091 2020-07-28 16:15:26,186 - mmaction - INFO - Epoch [10][1200/2505] lr: 5.000e-04, eta: 2 days, 17:56:57, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5901, top5_acc: 0.8016, loss_cls: 1.9101, loss: 1.9101, grad_norm: 15.4420 2020-07-28 16:16:04,481 - mmaction - INFO - Epoch [10][1220/2505] lr: 5.000e-04, eta: 2 days, 17:56:14, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5490, top5_acc: 0.7599, loss_cls: 2.1050, loss: 2.1050, grad_norm: 15.5969 2020-07-28 16:16:42,780 - mmaction - INFO - Epoch [10][1240/2505] lr: 5.000e-04, eta: 2 days, 17:55:31, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5661, top5_acc: 0.7630, loss_cls: 2.1002, loss: 2.1002, grad_norm: 16.1130 2020-07-28 16:17:21,024 - mmaction - INFO - Epoch [10][1260/2505] lr: 5.000e-04, eta: 2 days, 17:54:48, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5469, top5_acc: 0.7620, loss_cls: 2.0807, loss: 2.0807, grad_norm: 15.9065 2020-07-28 16:17:59,184 - mmaction - INFO - Epoch [10][1280/2505] lr: 5.000e-04, eta: 2 days, 17:54:04, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5531, top5_acc: 0.7693, loss_cls: 2.0513, loss: 2.0513, grad_norm: 15.4017 2020-07-28 16:18:37,305 - mmaction - INFO - Epoch [10][1300/2505] lr: 5.000e-04, eta: 2 days, 17:53:20, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5687, top5_acc: 0.7823, loss_cls: 1.9840, loss: 1.9840, grad_norm: 15.5423 2020-07-28 16:19:15,494 - mmaction - INFO - Epoch [10][1320/2505] lr: 5.000e-04, eta: 2 days, 17:52:37, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5766, top5_acc: 0.7833, loss_cls: 2.0054, loss: 2.0054, grad_norm: 15.5628 2020-07-28 16:19:53,772 - mmaction - INFO - Epoch [10][1340/2505] lr: 5.000e-04, eta: 2 days, 17:51:54, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 2.0501, loss: 2.0501, grad_norm: 15.4771 2020-07-28 16:20:32,031 - mmaction - INFO - Epoch [10][1360/2505] lr: 5.000e-04, eta: 2 days, 17:51:10, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5438, top5_acc: 0.7479, loss_cls: 2.1397, loss: 2.1397, grad_norm: 15.6221 2020-07-28 16:21:10,220 - mmaction - INFO - Epoch [10][1380/2505] lr: 5.000e-04, eta: 2 days, 17:50:27, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5542, top5_acc: 0.7745, loss_cls: 2.0460, loss: 2.0460, grad_norm: 15.9505 2020-07-28 16:21:48,376 - mmaction - INFO - Epoch [10][1400/2505] lr: 5.000e-04, eta: 2 days, 17:49:43, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5760, top5_acc: 0.7802, loss_cls: 2.0038, loss: 2.0038, grad_norm: 15.4213 2020-07-28 16:22:26,865 - mmaction - INFO - Epoch [10][1420/2505] lr: 5.000e-04, eta: 2 days, 17:49:01, time: 1.924, data_time: 0.001, memory: 8522, top1_acc: 0.5531, top5_acc: 0.7745, loss_cls: 2.0547, loss: 2.0547, grad_norm: 14.9885 2020-07-28 16:23:05,174 - mmaction - INFO - Epoch [10][1440/2505] lr: 5.000e-04, eta: 2 days, 17:48:19, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5651, top5_acc: 0.7859, loss_cls: 2.0238, loss: 2.0238, grad_norm: 15.8917 2020-07-28 16:23:43,517 - mmaction - INFO - Epoch [10][1460/2505] lr: 5.000e-04, eta: 2 days, 17:47:36, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.9607, loss: 1.9607, grad_norm: 15.2676 2020-07-28 16:24:21,656 - mmaction - INFO - Epoch [10][1480/2505] lr: 5.000e-04, eta: 2 days, 17:46:52, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5568, top5_acc: 0.7771, loss_cls: 2.0099, loss: 2.0099, grad_norm: 15.3976 2020-07-28 16:24:59,877 - mmaction - INFO - Epoch [10][1500/2505] lr: 5.000e-04, eta: 2 days, 17:46:09, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5625, top5_acc: 0.7818, loss_cls: 2.0082, loss: 2.0082, grad_norm: 15.3214 2020-07-28 16:25:38,213 - mmaction - INFO - Epoch [10][1520/2505] lr: 5.000e-04, eta: 2 days, 17:45:26, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5432, top5_acc: 0.7698, loss_cls: 2.0935, loss: 2.0935, grad_norm: 15.9619 2020-07-28 16:26:16,436 - mmaction - INFO - Epoch [10][1540/2505] lr: 5.000e-04, eta: 2 days, 17:44:43, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7839, loss_cls: 1.9712, loss: 1.9712, grad_norm: 15.3600 2020-07-28 16:26:54,704 - mmaction - INFO - Epoch [10][1560/2505] lr: 5.000e-04, eta: 2 days, 17:44:00, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7766, loss_cls: 2.0080, loss: 2.0080, grad_norm: 15.3640 2020-07-28 16:27:33,088 - mmaction - INFO - Epoch [10][1580/2505] lr: 5.000e-04, eta: 2 days, 17:43:18, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5818, top5_acc: 0.7875, loss_cls: 1.9771, loss: 1.9771, grad_norm: 15.2220 2020-07-28 16:28:11,447 - mmaction - INFO - Epoch [10][1600/2505] lr: 5.000e-04, eta: 2 days, 17:42:35, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5620, top5_acc: 0.7833, loss_cls: 2.0010, loss: 2.0010, grad_norm: 15.3714 2020-07-28 16:28:49,648 - mmaction - INFO - Epoch [10][1620/2505] lr: 5.000e-04, eta: 2 days, 17:41:52, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5661, top5_acc: 0.7844, loss_cls: 2.0046, loss: 2.0046, grad_norm: 14.9244 2020-07-28 16:29:27,939 - mmaction - INFO - Epoch [10][1640/2505] lr: 5.000e-04, eta: 2 days, 17:41:09, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5974, top5_acc: 0.7953, loss_cls: 1.9003, loss: 1.9003, grad_norm: 15.0164 2020-07-28 16:30:06,140 - mmaction - INFO - Epoch [10][1660/2505] lr: 5.000e-04, eta: 2 days, 17:40:25, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.9648, loss: 1.9648, grad_norm: 15.4603 2020-07-28 16:30:44,458 - mmaction - INFO - Epoch [10][1680/2505] lr: 5.000e-04, eta: 2 days, 17:39:43, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5599, top5_acc: 0.7745, loss_cls: 2.0612, loss: 2.0612, grad_norm: 15.8885 2020-07-28 16:31:22,954 - mmaction - INFO - Epoch [10][1700/2505] lr: 5.000e-04, eta: 2 days, 17:39:01, time: 1.925, data_time: 0.001, memory: 8522, top1_acc: 0.5661, top5_acc: 0.7792, loss_cls: 1.9918, loss: 1.9918, grad_norm: 15.9194 2020-07-28 16:32:01,327 - mmaction - INFO - Epoch [10][1720/2505] lr: 5.000e-04, eta: 2 days, 17:38:19, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5917, top5_acc: 0.7839, loss_cls: 1.9318, loss: 1.9318, grad_norm: 14.9317 2020-07-28 16:32:39,635 - mmaction - INFO - Epoch [10][1740/2505] lr: 5.000e-04, eta: 2 days, 17:37:36, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5823, top5_acc: 0.7802, loss_cls: 1.9704, loss: 1.9704, grad_norm: 15.3308 2020-07-28 16:33:17,922 - mmaction - INFO - Epoch [10][1760/2505] lr: 5.000e-04, eta: 2 days, 17:36:53, time: 1.914, data_time: 0.000, memory: 8522, top1_acc: 0.5479, top5_acc: 0.7703, loss_cls: 2.0621, loss: 2.0621, grad_norm: 15.3595 2020-07-28 16:33:56,169 - mmaction - INFO - Epoch [10][1780/2505] lr: 5.000e-04, eta: 2 days, 17:36:10, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.9456, loss: 1.9456, grad_norm: 15.4918 2020-07-28 16:34:34,322 - mmaction - INFO - Epoch [10][1800/2505] lr: 5.000e-04, eta: 2 days, 17:35:26, time: 1.908, data_time: 0.002, memory: 8522, top1_acc: 0.5693, top5_acc: 0.7807, loss_cls: 2.0154, loss: 2.0154, grad_norm: 15.1054 2020-07-28 16:35:12,733 - mmaction - INFO - Epoch [10][1820/2505] lr: 5.000e-04, eta: 2 days, 17:34:44, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5839, top5_acc: 0.8078, loss_cls: 1.9292, loss: 1.9292, grad_norm: 14.9339 2020-07-28 16:35:51,061 - mmaction - INFO - Epoch [10][1840/2505] lr: 5.000e-04, eta: 2 days, 17:34:02, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5703, top5_acc: 0.7870, loss_cls: 1.9863, loss: 1.9863, grad_norm: 15.2265 2020-07-28 16:36:29,169 - mmaction - INFO - Epoch [10][1860/2505] lr: 5.000e-04, eta: 2 days, 17:33:18, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5854, top5_acc: 0.7833, loss_cls: 1.9562, loss: 1.9562, grad_norm: 15.3481 2020-07-28 16:37:07,306 - mmaction - INFO - Epoch [10][1880/2505] lr: 5.000e-04, eta: 2 days, 17:32:34, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5755, top5_acc: 0.7755, loss_cls: 2.0479, loss: 2.0479, grad_norm: 15.6746 2020-07-28 16:37:45,618 - mmaction - INFO - Epoch [10][1900/2505] lr: 5.000e-04, eta: 2 days, 17:31:52, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5750, top5_acc: 0.7818, loss_cls: 1.9895, loss: 1.9895, grad_norm: 15.2534 2020-07-28 16:38:23,796 - mmaction - INFO - Epoch [10][1920/2505] lr: 5.000e-04, eta: 2 days, 17:31:08, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5615, top5_acc: 0.7703, loss_cls: 2.0403, loss: 2.0403, grad_norm: 16.1839 2020-07-28 16:39:01,998 - mmaction - INFO - Epoch [10][1940/2505] lr: 5.000e-04, eta: 2 days, 17:30:25, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5734, top5_acc: 0.7828, loss_cls: 1.9819, loss: 1.9819, grad_norm: 15.6089 2020-07-28 16:39:40,269 - mmaction - INFO - Epoch [10][1960/2505] lr: 5.000e-04, eta: 2 days, 17:29:42, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5875, top5_acc: 0.7880, loss_cls: 1.9544, loss: 1.9544, grad_norm: 15.7691 2020-07-28 16:40:18,472 - mmaction - INFO - Epoch [10][1980/2505] lr: 5.000e-04, eta: 2 days, 17:28:59, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5771, top5_acc: 0.7740, loss_cls: 1.9836, loss: 1.9836, grad_norm: 16.1645 2020-07-28 16:40:56,719 - mmaction - INFO - Epoch [10][2000/2505] lr: 5.000e-04, eta: 2 days, 17:28:16, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5802, top5_acc: 0.7906, loss_cls: 1.9505, loss: 1.9505, grad_norm: 15.2971 2020-07-28 16:41:34,826 - mmaction - INFO - Epoch [10][2020/2505] lr: 5.000e-04, eta: 2 days, 17:27:33, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5688, top5_acc: 0.7719, loss_cls: 2.0027, loss: 2.0027, grad_norm: 14.8734 2020-07-28 16:42:13,039 - mmaction - INFO - Epoch [10][2040/2505] lr: 5.000e-04, eta: 2 days, 17:26:49, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.6016, top5_acc: 0.8005, loss_cls: 1.8955, loss: 1.8955, grad_norm: 15.0871 2020-07-28 16:42:51,298 - mmaction - INFO - Epoch [10][2060/2505] lr: 5.000e-04, eta: 2 days, 17:26:07, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5641, top5_acc: 0.7667, loss_cls: 2.0532, loss: 2.0532, grad_norm: 15.8577 2020-07-28 16:43:29,652 - mmaction - INFO - Epoch [10][2080/2505] lr: 5.000e-04, eta: 2 days, 17:25:24, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5917, top5_acc: 0.8010, loss_cls: 1.9309, loss: 1.9309, grad_norm: 15.2089 2020-07-28 16:44:07,931 - mmaction - INFO - Epoch [10][2100/2505] lr: 5.000e-04, eta: 2 days, 17:24:41, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5677, top5_acc: 0.7687, loss_cls: 2.0624, loss: 2.0624, grad_norm: 15.8578 2020-07-28 16:44:46,301 - mmaction - INFO - Epoch [10][2120/2505] lr: 5.000e-04, eta: 2 days, 17:23:59, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5833, top5_acc: 0.7911, loss_cls: 1.9569, loss: 1.9569, grad_norm: 14.9732 2020-07-28 16:45:24,633 - mmaction - INFO - Epoch [10][2140/2505] lr: 5.000e-04, eta: 2 days, 17:23:17, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5708, top5_acc: 0.7849, loss_cls: 1.9795, loss: 1.9795, grad_norm: 15.5695 2020-07-28 16:46:03,209 - mmaction - INFO - Epoch [10][2160/2505] lr: 5.000e-04, eta: 2 days, 17:22:35, time: 1.929, data_time: 0.002, memory: 8522, top1_acc: 0.5750, top5_acc: 0.7911, loss_cls: 1.9795, loss: 1.9795, grad_norm: 15.3283 2020-07-28 16:46:41,552 - mmaction - INFO - Epoch [10][2180/2505] lr: 5.000e-04, eta: 2 days, 17:21:53, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5677, top5_acc: 0.7812, loss_cls: 2.0206, loss: 2.0206, grad_norm: 16.6318 2020-07-28 16:47:19,732 - mmaction - INFO - Epoch [10][2200/2505] lr: 5.000e-04, eta: 2 days, 17:21:10, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5380, top5_acc: 0.7474, loss_cls: 2.1476, loss: 2.1476, grad_norm: 15.3249 2020-07-28 16:47:58,018 - mmaction - INFO - Epoch [10][2220/2505] lr: 5.000e-04, eta: 2 days, 17:20:27, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5729, top5_acc: 0.7641, loss_cls: 2.0289, loss: 2.0289, grad_norm: 15.8791 2020-07-28 16:48:36,297 - mmaction - INFO - Epoch [10][2240/2505] lr: 5.000e-04, eta: 2 days, 17:19:44, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5526, top5_acc: 0.7719, loss_cls: 2.0626, loss: 2.0626, grad_norm: 15.8626 2020-07-28 16:49:14,392 - mmaction - INFO - Epoch [10][2260/2505] lr: 5.000e-04, eta: 2 days, 17:19:01, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5797, top5_acc: 0.7844, loss_cls: 1.9854, loss: 1.9854, grad_norm: 16.1831 2020-07-28 16:49:52,600 - mmaction - INFO - Epoch [10][2280/2505] lr: 5.000e-04, eta: 2 days, 17:18:18, time: 1.910, data_time: 0.000, memory: 8522, top1_acc: 0.5807, top5_acc: 0.7802, loss_cls: 1.9907, loss: 1.9907, grad_norm: 16.1953 2020-07-28 16:50:30,727 - mmaction - INFO - Epoch [10][2300/2505] lr: 5.000e-04, eta: 2 days, 17:17:34, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5651, top5_acc: 0.7792, loss_cls: 2.0443, loss: 2.0443, grad_norm: 15.4169 2020-07-28 16:51:09,003 - mmaction - INFO - Epoch [10][2320/2505] lr: 5.000e-04, eta: 2 days, 17:16:52, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5844, top5_acc: 0.7818, loss_cls: 1.9409, loss: 1.9409, grad_norm: 14.9334 2020-07-28 16:51:47,174 - mmaction - INFO - Epoch [10][2340/2505] lr: 5.000e-04, eta: 2 days, 17:16:08, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5958, top5_acc: 0.7937, loss_cls: 1.8744, loss: 1.8744, grad_norm: 15.2154 2020-07-28 16:52:25,394 - mmaction - INFO - Epoch [10][2360/2505] lr: 5.000e-04, eta: 2 days, 17:15:26, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5839, top5_acc: 0.7802, loss_cls: 1.9356, loss: 1.9356, grad_norm: 15.4900 2020-07-28 16:53:03,517 - mmaction - INFO - Epoch [10][2380/2505] lr: 5.000e-04, eta: 2 days, 17:14:42, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5740, top5_acc: 0.7734, loss_cls: 1.9806, loss: 1.9806, grad_norm: 15.1891 2020-07-28 16:53:41,738 - mmaction - INFO - Epoch [10][2400/2505] lr: 5.000e-04, eta: 2 days, 17:13:59, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5818, top5_acc: 0.7771, loss_cls: 1.9832, loss: 1.9832, grad_norm: 16.2897 2020-07-28 16:54:19,905 - mmaction - INFO - Epoch [10][2420/2505] lr: 5.000e-04, eta: 2 days, 17:13:16, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5755, top5_acc: 0.7823, loss_cls: 1.9780, loss: 1.9780, grad_norm: 15.2962 2020-07-28 16:54:58,147 - mmaction - INFO - Epoch [10][2440/2505] lr: 5.000e-04, eta: 2 days, 17:12:33, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5859, top5_acc: 0.7927, loss_cls: 1.9205, loss: 1.9205, grad_norm: 15.0618 2020-07-28 16:55:36,354 - mmaction - INFO - Epoch [10][2460/2505] lr: 5.000e-04, eta: 2 days, 17:11:50, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5677, top5_acc: 0.7688, loss_cls: 2.0322, loss: 2.0322, grad_norm: 15.9144 2020-07-28 16:56:14,635 - mmaction - INFO - Epoch [10][2480/2505] lr: 5.000e-04, eta: 2 days, 17:11:08, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5599, top5_acc: 0.7672, loss_cls: 2.0688, loss: 2.0688, grad_norm: 16.1530 2020-07-28 16:56:52,740 - mmaction - INFO - Epoch [10][2500/2505] lr: 5.000e-04, eta: 2 days, 17:10:24, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5734, top5_acc: 0.7818, loss_cls: 2.0092, loss: 2.0092, grad_norm: 15.5325 2020-07-28 16:57:06,543 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-07-28 16:58:26,284 - mmaction - INFO - Epoch [11][20/2505] lr: 5.000e-04, eta: 2 days, 17:12:01, time: 3.958, data_time: 2.018, memory: 8522, top1_acc: 0.5651, top5_acc: 0.7792, loss_cls: 1.9863, loss: 1.9863, grad_norm: 15.4853 2020-07-28 16:59:04,935 - mmaction - INFO - Epoch [11][40/2505] lr: 5.000e-04, eta: 2 days, 17:11:20, time: 1.933, data_time: 0.016, memory: 8522, top1_acc: 0.5828, top5_acc: 0.7870, loss_cls: 1.9287, loss: 1.9287, grad_norm: 14.7260 2020-07-28 16:59:43,641 - mmaction - INFO - Epoch [11][60/2505] lr: 5.000e-04, eta: 2 days, 17:10:39, time: 1.935, data_time: 0.004, memory: 8522, top1_acc: 0.5833, top5_acc: 0.7911, loss_cls: 1.9701, loss: 1.9701, grad_norm: 15.5315 2020-07-28 17:00:25,954 - mmaction - INFO - Epoch [11][80/2505] lr: 5.000e-04, eta: 2 days, 17:10:16, time: 2.114, data_time: 0.003, memory: 8522, top1_acc: 0.5740, top5_acc: 0.7917, loss_cls: 1.9856, loss: 1.9856, grad_norm: 15.7837 2020-07-28 17:01:04,269 - mmaction - INFO - Epoch [11][100/2505] lr: 5.000e-04, eta: 2 days, 17:09:33, time: 1.917, data_time: 0.009, memory: 8522, top1_acc: 0.5693, top5_acc: 0.7750, loss_cls: 1.9974, loss: 1.9974, grad_norm: 15.4278 2020-07-28 17:01:42,528 - mmaction - INFO - Epoch [11][120/2505] lr: 5.000e-04, eta: 2 days, 17:08:51, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5885, top5_acc: 0.7797, loss_cls: 1.9469, loss: 1.9469, grad_norm: 15.8917 2020-07-28 17:02:20,580 - mmaction - INFO - Epoch [11][140/2505] lr: 5.000e-04, eta: 2 days, 17:08:07, time: 1.903, data_time: 0.001, memory: 8522, top1_acc: 0.5760, top5_acc: 0.7953, loss_cls: 1.9427, loss: 1.9427, grad_norm: 14.9696 2020-07-28 17:02:58,694 - mmaction - INFO - Epoch [11][160/2505] lr: 5.000e-04, eta: 2 days, 17:07:23, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5688, top5_acc: 0.7844, loss_cls: 1.9999, loss: 1.9999, grad_norm: 14.9918 2020-07-28 17:03:36,881 - mmaction - INFO - Epoch [11][180/2505] lr: 5.000e-04, eta: 2 days, 17:06:40, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5740, top5_acc: 0.7812, loss_cls: 1.9865, loss: 1.9865, grad_norm: 15.8806 2020-07-28 17:04:15,005 - mmaction - INFO - Epoch [11][200/2505] lr: 5.000e-04, eta: 2 days, 17:05:57, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.6078, top5_acc: 0.8099, loss_cls: 1.8270, loss: 1.8270, grad_norm: 14.7829 2020-07-28 17:04:53,102 - mmaction - INFO - Epoch [11][220/2505] lr: 5.000e-04, eta: 2 days, 17:05:13, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5911, top5_acc: 0.7859, loss_cls: 1.9579, loss: 1.9579, grad_norm: 14.9811 2020-07-28 17:05:31,704 - mmaction - INFO - Epoch [11][240/2505] lr: 5.000e-04, eta: 2 days, 17:04:32, time: 1.930, data_time: 0.001, memory: 8522, top1_acc: 0.5656, top5_acc: 0.7802, loss_cls: 2.0268, loss: 2.0268, grad_norm: 15.4327 2020-07-28 17:06:10,031 - mmaction - INFO - Epoch [11][260/2505] lr: 5.000e-04, eta: 2 days, 17:03:50, time: 1.917, data_time: 0.006, memory: 8522, top1_acc: 0.5734, top5_acc: 0.7875, loss_cls: 1.9791, loss: 1.9791, grad_norm: 15.5489 2020-07-28 17:06:48,160 - mmaction - INFO - Epoch [11][280/2505] lr: 5.000e-04, eta: 2 days, 17:03:06, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5672, top5_acc: 0.7693, loss_cls: 2.0070, loss: 2.0070, grad_norm: 16.2222 2020-07-28 17:07:26,302 - mmaction - INFO - Epoch [11][300/2505] lr: 5.000e-04, eta: 2 days, 17:02:23, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5870, top5_acc: 0.7839, loss_cls: 1.9366, loss: 1.9366, grad_norm: 15.8304 2020-07-28 17:08:04,595 - mmaction - INFO - Epoch [11][320/2505] lr: 5.000e-04, eta: 2 days, 17:01:40, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5854, top5_acc: 0.7891, loss_cls: 1.9362, loss: 1.9362, grad_norm: 15.3672 2020-07-28 17:08:42,852 - mmaction - INFO - Epoch [11][340/2505] lr: 5.000e-04, eta: 2 days, 17:00:58, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5703, top5_acc: 0.7724, loss_cls: 2.0376, loss: 2.0376, grad_norm: 16.0878 2020-07-28 17:09:21,029 - mmaction - INFO - Epoch [11][360/2505] lr: 5.000e-04, eta: 2 days, 17:00:14, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5714, top5_acc: 0.7865, loss_cls: 1.9862, loss: 1.9862, grad_norm: 16.0497 2020-07-28 17:09:59,246 - mmaction - INFO - Epoch [11][380/2505] lr: 5.000e-04, eta: 2 days, 16:59:32, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5786, top5_acc: 0.7839, loss_cls: 1.9842, loss: 1.9842, grad_norm: 15.8493 2020-07-28 17:10:37,560 - mmaction - INFO - Epoch [11][400/2505] lr: 5.000e-04, eta: 2 days, 16:58:49, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5885, top5_acc: 0.7870, loss_cls: 1.9752, loss: 1.9752, grad_norm: 15.2118 2020-07-28 17:11:15,846 - mmaction - INFO - Epoch [11][420/2505] lr: 5.000e-04, eta: 2 days, 16:58:06, time: 1.914, data_time: 0.005, memory: 8522, top1_acc: 0.5786, top5_acc: 0.7734, loss_cls: 1.9926, loss: 1.9926, grad_norm: 16.1161 2020-07-28 17:11:54,043 - mmaction - INFO - Epoch [11][440/2505] lr: 5.000e-04, eta: 2 days, 16:57:23, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5724, top5_acc: 0.7750, loss_cls: 2.0097, loss: 2.0097, grad_norm: 15.5678 2020-07-28 17:12:32,333 - mmaction - INFO - Epoch [11][460/2505] lr: 5.000e-04, eta: 2 days, 16:56:41, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5714, top5_acc: 0.7911, loss_cls: 1.9577, loss: 1.9577, grad_norm: 15.8874 2020-07-28 17:13:10,456 - mmaction - INFO - Epoch [11][480/2505] lr: 5.000e-04, eta: 2 days, 16:55:58, time: 1.906, data_time: 0.000, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.9826, loss: 1.9826, grad_norm: 15.6160 2020-07-28 17:13:48,999 - mmaction - INFO - Epoch [11][500/2505] lr: 5.000e-04, eta: 2 days, 16:55:16, time: 1.927, data_time: 0.001, memory: 8522, top1_acc: 0.5802, top5_acc: 0.7974, loss_cls: 1.9377, loss: 1.9377, grad_norm: 16.4287 2020-07-28 17:14:27,182 - mmaction - INFO - Epoch [11][520/2505] lr: 5.000e-04, eta: 2 days, 16:54:33, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5583, top5_acc: 0.7760, loss_cls: 2.0746, loss: 2.0746, grad_norm: 16.7005 2020-07-28 17:15:05,832 - mmaction - INFO - Epoch [11][540/2505] lr: 5.000e-04, eta: 2 days, 16:53:52, time: 1.932, data_time: 0.001, memory: 8522, top1_acc: 0.5755, top5_acc: 0.7818, loss_cls: 1.9860, loss: 1.9860, grad_norm: 15.9455 2020-07-28 17:15:43,968 - mmaction - INFO - Epoch [11][560/2505] lr: 5.000e-04, eta: 2 days, 16:53:09, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5938, top5_acc: 0.7833, loss_cls: 1.9298, loss: 1.9298, grad_norm: 16.0369 2020-07-28 17:16:22,241 - mmaction - INFO - Epoch [11][580/2505] lr: 5.000e-04, eta: 2 days, 16:52:26, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5755, top5_acc: 0.7859, loss_cls: 1.9551, loss: 1.9551, grad_norm: 16.3636 2020-07-28 17:17:00,600 - mmaction - INFO - Epoch [11][600/2505] lr: 5.000e-04, eta: 2 days, 16:51:44, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5917, top5_acc: 0.7948, loss_cls: 1.8787, loss: 1.8787, grad_norm: 15.8808 2020-07-28 17:17:38,985 - mmaction - INFO - Epoch [11][620/2505] lr: 5.000e-04, eta: 2 days, 16:51:02, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5974, top5_acc: 0.7911, loss_cls: 1.9437, loss: 1.9437, grad_norm: 15.9987 2020-07-28 17:18:17,136 - mmaction - INFO - Epoch [11][640/2505] lr: 5.000e-04, eta: 2 days, 16:50:19, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5656, top5_acc: 0.7802, loss_cls: 2.0208, loss: 2.0208, grad_norm: 15.4819 2020-07-28 17:18:55,292 - mmaction - INFO - Epoch [11][660/2505] lr: 5.000e-04, eta: 2 days, 16:49:36, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5839, top5_acc: 0.7844, loss_cls: 1.9663, loss: 1.9663, grad_norm: 15.2712 2020-07-28 17:19:33,333 - mmaction - INFO - Epoch [11][680/2505] lr: 5.000e-04, eta: 2 days, 16:48:52, time: 1.901, data_time: 0.000, memory: 8522, top1_acc: 0.5885, top5_acc: 0.7776, loss_cls: 1.9524, loss: 1.9524, grad_norm: 15.9376 2020-07-28 17:20:11,548 - mmaction - INFO - Epoch [11][700/2505] lr: 5.000e-04, eta: 2 days, 16:48:09, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5646, top5_acc: 0.7823, loss_cls: 1.9977, loss: 1.9977, grad_norm: 15.5508 2020-07-28 17:20:49,846 - mmaction - INFO - Epoch [11][720/2505] lr: 5.000e-04, eta: 2 days, 16:47:27, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7839, loss_cls: 1.9945, loss: 1.9945, grad_norm: 16.3649 2020-07-28 17:21:27,909 - mmaction - INFO - Epoch [11][740/2505] lr: 5.000e-04, eta: 2 days, 16:46:44, time: 1.903, data_time: 0.001, memory: 8522, top1_acc: 0.5823, top5_acc: 0.7844, loss_cls: 1.9623, loss: 1.9623, grad_norm: 15.6233 2020-07-28 17:22:06,136 - mmaction - INFO - Epoch [11][760/2505] lr: 5.000e-04, eta: 2 days, 16:46:01, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5578, top5_acc: 0.7755, loss_cls: 2.0179, loss: 2.0179, grad_norm: 15.4821 2020-07-28 17:22:44,455 - mmaction - INFO - Epoch [11][780/2505] lr: 5.000e-04, eta: 2 days, 16:45:18, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5896, top5_acc: 0.7911, loss_cls: 1.9340, loss: 1.9340, grad_norm: 14.9618 2020-07-28 17:23:22,722 - mmaction - INFO - Epoch [11][800/2505] lr: 5.000e-04, eta: 2 days, 16:44:36, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5745, top5_acc: 0.7849, loss_cls: 1.9926, loss: 1.9926, grad_norm: 15.4153 2020-07-28 17:24:00,907 - mmaction - INFO - Epoch [11][820/2505] lr: 5.000e-04, eta: 2 days, 16:43:53, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5651, top5_acc: 0.7698, loss_cls: 1.9876, loss: 1.9876, grad_norm: 15.3157 2020-07-28 17:24:39,323 - mmaction - INFO - Epoch [11][840/2505] lr: 5.000e-04, eta: 2 days, 16:43:11, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5594, top5_acc: 0.7807, loss_cls: 2.0432, loss: 2.0432, grad_norm: 16.2913 2020-07-28 17:25:17,556 - mmaction - INFO - Epoch [11][860/2505] lr: 5.000e-04, eta: 2 days, 16:42:28, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5833, top5_acc: 0.7911, loss_cls: 1.9127, loss: 1.9127, grad_norm: 14.9591 2020-07-28 17:25:55,744 - mmaction - INFO - Epoch [11][880/2505] lr: 5.000e-04, eta: 2 days, 16:41:46, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5911, top5_acc: 0.7854, loss_cls: 1.9390, loss: 1.9390, grad_norm: 15.2219 2020-07-28 17:26:34,096 - mmaction - INFO - Epoch [11][900/2505] lr: 5.000e-04, eta: 2 days, 16:41:03, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5865, top5_acc: 0.7911, loss_cls: 1.9564, loss: 1.9564, grad_norm: 16.0419 2020-07-28 17:27:12,462 - mmaction - INFO - Epoch [11][920/2505] lr: 5.000e-04, eta: 2 days, 16:40:21, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5724, top5_acc: 0.7802, loss_cls: 1.9814, loss: 1.9814, grad_norm: 16.1002 2020-07-28 17:27:50,799 - mmaction - INFO - Epoch [11][940/2505] lr: 5.000e-04, eta: 2 days, 16:39:39, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5568, top5_acc: 0.7604, loss_cls: 2.0656, loss: 2.0656, grad_norm: 15.7883 2020-07-28 17:28:29,077 - mmaction - INFO - Epoch [11][960/2505] lr: 5.000e-04, eta: 2 days, 16:38:57, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5797, top5_acc: 0.7865, loss_cls: 1.9700, loss: 1.9700, grad_norm: 15.8501 2020-07-28 17:29:07,329 - mmaction - INFO - Epoch [11][980/2505] lr: 5.000e-04, eta: 2 days, 16:38:14, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5760, top5_acc: 0.7807, loss_cls: 1.9738, loss: 1.9738, grad_norm: 15.8662 2020-07-28 17:29:45,652 - mmaction - INFO - Epoch [11][1000/2505] lr: 5.000e-04, eta: 2 days, 16:37:32, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5833, top5_acc: 0.7906, loss_cls: 1.9323, loss: 1.9323, grad_norm: 15.4979 2020-07-28 17:30:23,988 - mmaction - INFO - Epoch [11][1020/2505] lr: 5.000e-04, eta: 2 days, 16:36:50, time: 1.917, data_time: 0.002, memory: 8522, top1_acc: 0.5661, top5_acc: 0.7818, loss_cls: 1.9617, loss: 1.9617, grad_norm: 15.5270 2020-07-28 17:31:02,007 - mmaction - INFO - Epoch [11][1040/2505] lr: 5.000e-04, eta: 2 days, 16:36:06, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.5781, top5_acc: 0.7854, loss_cls: 1.9587, loss: 1.9587, grad_norm: 15.7617 2020-07-28 17:31:40,106 - mmaction - INFO - Epoch [11][1060/2505] lr: 5.000e-04, eta: 2 days, 16:35:23, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5708, top5_acc: 0.7854, loss_cls: 1.9361, loss: 1.9361, grad_norm: 15.9346 2020-07-28 17:32:18,344 - mmaction - INFO - Epoch [11][1080/2505] lr: 5.000e-04, eta: 2 days, 16:34:40, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5875, top5_acc: 0.7922, loss_cls: 1.8812, loss: 1.8812, grad_norm: 15.5250 2020-07-28 17:32:56,488 - mmaction - INFO - Epoch [11][1100/2505] lr: 5.000e-04, eta: 2 days, 16:33:57, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5729, top5_acc: 0.7875, loss_cls: 1.9643, loss: 1.9643, grad_norm: 15.5671 2020-07-28 17:33:34,811 - mmaction - INFO - Epoch [11][1120/2505] lr: 5.000e-04, eta: 2 days, 16:33:15, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5755, top5_acc: 0.7812, loss_cls: 1.9636, loss: 1.9636, grad_norm: 15.7210 2020-07-28 17:34:12,830 - mmaction - INFO - Epoch [11][1140/2505] lr: 5.000e-04, eta: 2 days, 16:32:32, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.5781, top5_acc: 0.7854, loss_cls: 1.9570, loss: 1.9570, grad_norm: 15.0754 2020-07-28 17:34:51,100 - mmaction - INFO - Epoch [11][1160/2505] lr: 5.000e-04, eta: 2 days, 16:31:49, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5740, top5_acc: 0.7859, loss_cls: 1.9598, loss: 1.9598, grad_norm: 15.9230 2020-07-28 17:35:29,211 - mmaction - INFO - Epoch [11][1180/2505] lr: 5.000e-04, eta: 2 days, 16:31:06, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5776, top5_acc: 0.7807, loss_cls: 1.9489, loss: 1.9489, grad_norm: 15.2132 2020-07-28 17:36:07,420 - mmaction - INFO - Epoch [11][1200/2505] lr: 5.000e-04, eta: 2 days, 16:30:23, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5948, top5_acc: 0.7932, loss_cls: 1.9053, loss: 1.9053, grad_norm: 15.3523 2020-07-28 17:36:45,805 - mmaction - INFO - Epoch [11][1220/2505] lr: 5.000e-04, eta: 2 days, 16:29:42, time: 1.919, data_time: 0.000, memory: 8522, top1_acc: 0.5969, top5_acc: 0.8026, loss_cls: 1.8257, loss: 1.8257, grad_norm: 14.7038 2020-07-28 17:37:23,922 - mmaction - INFO - Epoch [11][1240/2505] lr: 5.000e-04, eta: 2 days, 16:28:58, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5656, top5_acc: 0.7740, loss_cls: 1.9810, loss: 1.9810, grad_norm: 15.4732 2020-07-28 17:38:01,916 - mmaction - INFO - Epoch [11][1260/2505] lr: 5.000e-04, eta: 2 days, 16:28:15, time: 1.900, data_time: 0.001, memory: 8522, top1_acc: 0.5839, top5_acc: 0.7859, loss_cls: 1.9520, loss: 1.9520, grad_norm: 15.3339 2020-07-28 17:38:39,965 - mmaction - INFO - Epoch [11][1280/2505] lr: 5.000e-04, eta: 2 days, 16:27:31, time: 1.902, data_time: 0.001, memory: 8522, top1_acc: 0.5891, top5_acc: 0.7927, loss_cls: 1.8775, loss: 1.8775, grad_norm: 15.4943 2020-07-28 17:39:18,051 - mmaction - INFO - Epoch [11][1300/2505] lr: 5.000e-04, eta: 2 days, 16:26:48, time: 1.904, data_time: 0.001, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7990, loss_cls: 1.9095, loss: 1.9095, grad_norm: 15.8756 2020-07-28 17:39:56,190 - mmaction - INFO - Epoch [11][1320/2505] lr: 5.000e-04, eta: 2 days, 16:26:05, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5859, top5_acc: 0.7875, loss_cls: 1.9449, loss: 1.9449, grad_norm: 15.0826 2020-07-28 17:40:34,257 - mmaction - INFO - Epoch [11][1340/2505] lr: 5.000e-04, eta: 2 days, 16:25:22, time: 1.903, data_time: 0.001, memory: 8522, top1_acc: 0.5911, top5_acc: 0.7969, loss_cls: 1.8939, loss: 1.8939, grad_norm: 15.4468 2020-07-28 17:41:12,176 - mmaction - INFO - Epoch [11][1360/2505] lr: 5.000e-04, eta: 2 days, 16:24:38, time: 1.896, data_time: 0.001, memory: 8522, top1_acc: 0.5839, top5_acc: 0.7922, loss_cls: 1.9163, loss: 1.9163, grad_norm: 14.9906 2020-07-28 17:41:50,287 - mmaction - INFO - Epoch [11][1380/2505] lr: 5.000e-04, eta: 2 days, 16:23:55, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5651, top5_acc: 0.7844, loss_cls: 1.9969, loss: 1.9969, grad_norm: 15.6587 2020-07-28 17:42:28,304 - mmaction - INFO - Epoch [11][1400/2505] lr: 5.000e-04, eta: 2 days, 16:23:12, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.5651, top5_acc: 0.7818, loss_cls: 1.9894, loss: 1.9894, grad_norm: 15.0276 2020-07-28 17:43:06,298 - mmaction - INFO - Epoch [11][1420/2505] lr: 5.000e-04, eta: 2 days, 16:22:28, time: 1.900, data_time: 0.001, memory: 8522, top1_acc: 0.5776, top5_acc: 0.7865, loss_cls: 1.9371, loss: 1.9371, grad_norm: 15.0422 2020-07-28 17:43:44,281 - mmaction - INFO - Epoch [11][1440/2505] lr: 5.000e-04, eta: 2 days, 16:21:44, time: 1.899, data_time: 0.001, memory: 8522, top1_acc: 0.5875, top5_acc: 0.7802, loss_cls: 1.9290, loss: 1.9290, grad_norm: 15.0938 2020-07-28 17:44:22,164 - mmaction - INFO - Epoch [11][1460/2505] lr: 5.000e-04, eta: 2 days, 16:21:00, time: 1.894, data_time: 0.001, memory: 8522, top1_acc: 0.5708, top5_acc: 0.7771, loss_cls: 1.9943, loss: 1.9943, grad_norm: 15.9541 2020-07-28 17:45:00,160 - mmaction - INFO - Epoch [11][1480/2505] lr: 5.000e-04, eta: 2 days, 16:20:17, time: 1.900, data_time: 0.001, memory: 8522, top1_acc: 0.5844, top5_acc: 0.7948, loss_cls: 1.9143, loss: 1.9143, grad_norm: 15.9295 2020-07-28 17:45:38,200 - mmaction - INFO - Epoch [11][1500/2505] lr: 5.000e-04, eta: 2 days, 16:19:33, time: 1.902, data_time: 0.001, memory: 8522, top1_acc: 0.5542, top5_acc: 0.7823, loss_cls: 2.0126, loss: 2.0126, grad_norm: 15.8923 2020-07-28 17:46:16,487 - mmaction - INFO - Epoch [11][1520/2505] lr: 5.000e-04, eta: 2 days, 16:18:51, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5750, top5_acc: 0.7932, loss_cls: 1.9183, loss: 1.9183, grad_norm: 15.9377 2020-07-28 17:46:54,582 - mmaction - INFO - Epoch [11][1540/2505] lr: 5.000e-04, eta: 2 days, 16:18:08, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5750, top5_acc: 0.7870, loss_cls: 1.9689, loss: 1.9689, grad_norm: 16.2778 2020-07-28 17:47:32,561 - mmaction - INFO - Epoch [11][1560/2505] lr: 5.000e-04, eta: 2 days, 16:17:25, time: 1.899, data_time: 0.001, memory: 8522, top1_acc: 0.5536, top5_acc: 0.7797, loss_cls: 2.0383, loss: 2.0383, grad_norm: 16.2776 2020-07-28 17:48:10,718 - mmaction - INFO - Epoch [11][1580/2505] lr: 5.000e-04, eta: 2 days, 16:16:42, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5786, top5_acc: 0.7932, loss_cls: 1.9521, loss: 1.9521, grad_norm: 15.6830 2020-07-28 17:48:48,765 - mmaction - INFO - Epoch [11][1600/2505] lr: 5.000e-04, eta: 2 days, 16:15:59, time: 1.902, data_time: 0.001, memory: 8522, top1_acc: 0.5828, top5_acc: 0.7896, loss_cls: 1.9134, loss: 1.9134, grad_norm: 16.0053 2020-07-28 17:49:26,794 - mmaction - INFO - Epoch [11][1620/2505] lr: 5.000e-04, eta: 2 days, 16:15:15, time: 1.902, data_time: 0.001, memory: 8522, top1_acc: 0.5932, top5_acc: 0.7750, loss_cls: 1.9502, loss: 1.9502, grad_norm: 14.9336 2020-07-28 17:50:04,997 - mmaction - INFO - Epoch [11][1640/2505] lr: 5.000e-04, eta: 2 days, 16:14:33, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5500, top5_acc: 0.7641, loss_cls: 2.0615, loss: 2.0615, grad_norm: 16.0342 2020-07-28 17:50:43,295 - mmaction - INFO - Epoch [11][1660/2505] lr: 5.000e-04, eta: 2 days, 16:13:51, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5766, top5_acc: 0.7901, loss_cls: 1.9491, loss: 1.9491, grad_norm: 15.6494 2020-07-28 17:51:21,461 - mmaction - INFO - Epoch [11][1680/2505] lr: 5.000e-04, eta: 2 days, 16:13:08, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5724, top5_acc: 0.7677, loss_cls: 2.0162, loss: 2.0162, grad_norm: 15.4039 2020-07-28 17:51:59,574 - mmaction - INFO - Epoch [11][1700/2505] lr: 5.000e-04, eta: 2 days, 16:12:25, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7901, loss_cls: 1.9601, loss: 1.9601, grad_norm: 15.6269 2020-07-28 17:52:37,598 - mmaction - INFO - Epoch [11][1720/2505] lr: 5.000e-04, eta: 2 days, 16:11:42, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.5734, top5_acc: 0.7812, loss_cls: 2.0076, loss: 2.0076, grad_norm: 16.1709 2020-07-28 17:53:15,786 - mmaction - INFO - Epoch [11][1740/2505] lr: 5.000e-04, eta: 2 days, 16:10:59, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5745, top5_acc: 0.7813, loss_cls: 1.9657, loss: 1.9657, grad_norm: 15.9300 2020-07-28 17:53:54,082 - mmaction - INFO - Epoch [11][1760/2505] lr: 5.000e-04, eta: 2 days, 16:10:17, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5781, top5_acc: 0.7896, loss_cls: 1.9670, loss: 1.9670, grad_norm: 16.0718 2020-07-28 17:54:32,431 - mmaction - INFO - Epoch [11][1780/2505] lr: 5.000e-04, eta: 2 days, 16:09:35, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5802, top5_acc: 0.7948, loss_cls: 1.9390, loss: 1.9390, grad_norm: 15.2282 2020-07-28 17:55:10,636 - mmaction - INFO - Epoch [11][1800/2505] lr: 5.000e-04, eta: 2 days, 16:08:53, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5724, top5_acc: 0.7854, loss_cls: 1.9722, loss: 1.9722, grad_norm: 15.7703 2020-07-28 17:55:48,918 - mmaction - INFO - Epoch [11][1820/2505] lr: 5.000e-04, eta: 2 days, 16:08:10, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5865, top5_acc: 0.7875, loss_cls: 1.9167, loss: 1.9167, grad_norm: 16.5109 2020-07-28 17:56:27,291 - mmaction - INFO - Epoch [11][1840/2505] lr: 5.000e-04, eta: 2 days, 16:07:29, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5901, top5_acc: 0.7917, loss_cls: 1.9332, loss: 1.9332, grad_norm: 16.2824 2020-07-28 17:57:05,607 - mmaction - INFO - Epoch [11][1860/2505] lr: 5.000e-04, eta: 2 days, 16:06:47, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5865, top5_acc: 0.7917, loss_cls: 1.9308, loss: 1.9308, grad_norm: 15.8800 2020-07-28 17:57:43,958 - mmaction - INFO - Epoch [11][1880/2505] lr: 5.000e-04, eta: 2 days, 16:06:05, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5833, top5_acc: 0.7740, loss_cls: 1.9694, loss: 1.9694, grad_norm: 16.0864 2020-07-28 17:58:22,077 - mmaction - INFO - Epoch [11][1900/2505] lr: 5.000e-04, eta: 2 days, 16:05:22, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5849, top5_acc: 0.7906, loss_cls: 1.9234, loss: 1.9234, grad_norm: 15.6465 2020-07-28 17:59:00,274 - mmaction - INFO - Epoch [11][1920/2505] lr: 5.000e-04, eta: 2 days, 16:04:40, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5693, top5_acc: 0.7734, loss_cls: 2.0078, loss: 2.0078, grad_norm: 16.3366 2020-07-28 17:59:38,389 - mmaction - INFO - Epoch [11][1940/2505] lr: 5.000e-04, eta: 2 days, 16:03:57, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5687, top5_acc: 0.7740, loss_cls: 2.0111, loss: 2.0111, grad_norm: 15.5823 2020-07-28 18:00:19,839 - mmaction - INFO - Epoch [11][1960/2505] lr: 5.000e-04, eta: 2 days, 16:03:28, time: 2.071, data_time: 0.002, memory: 8522, top1_acc: 0.5771, top5_acc: 0.7760, loss_cls: 1.9582, loss: 1.9582, grad_norm: 15.8467 2020-07-28 18:00:57,998 - mmaction - INFO - Epoch [11][1980/2505] lr: 5.000e-04, eta: 2 days, 16:02:46, time: 1.909, data_time: 0.009, memory: 8522, top1_acc: 0.5880, top5_acc: 0.7964, loss_cls: 1.8975, loss: 1.8975, grad_norm: 15.8328 2020-07-28 18:01:36,130 - mmaction - INFO - Epoch [11][2000/2505] lr: 5.000e-04, eta: 2 days, 16:02:03, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5771, top5_acc: 0.7771, loss_cls: 2.0071, loss: 2.0071, grad_norm: 15.7548 2020-07-28 18:02:14,452 - mmaction - INFO - Epoch [11][2020/2505] lr: 5.000e-04, eta: 2 days, 16:01:21, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5828, top5_acc: 0.7854, loss_cls: 1.9192, loss: 1.9192, grad_norm: 16.0580 2020-07-28 18:02:52,729 - mmaction - INFO - Epoch [11][2040/2505] lr: 5.000e-04, eta: 2 days, 16:00:39, time: 1.914, data_time: 0.002, memory: 8522, top1_acc: 0.5807, top5_acc: 0.7865, loss_cls: 1.9099, loss: 1.9099, grad_norm: 15.9465 2020-07-28 18:03:30,880 - mmaction - INFO - Epoch [11][2060/2505] lr: 5.000e-04, eta: 2 days, 15:59:56, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5802, top5_acc: 0.7979, loss_cls: 1.9245, loss: 1.9245, grad_norm: 16.3595 2020-07-28 18:04:08,944 - mmaction - INFO - Epoch [11][2080/2505] lr: 5.000e-04, eta: 2 days, 15:59:13, time: 1.904, data_time: 0.001, memory: 8522, top1_acc: 0.5786, top5_acc: 0.7771, loss_cls: 1.9793, loss: 1.9793, grad_norm: 15.8348 2020-07-28 18:04:47,058 - mmaction - INFO - Epoch [11][2100/2505] lr: 5.000e-04, eta: 2 days, 15:58:31, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.6010, top5_acc: 0.7901, loss_cls: 1.9193, loss: 1.9193, grad_norm: 16.2720 2020-07-28 18:05:25,249 - mmaction - INFO - Epoch [11][2120/2505] lr: 5.000e-04, eta: 2 days, 15:57:48, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5844, top5_acc: 0.7818, loss_cls: 1.9424, loss: 1.9424, grad_norm: 15.8045 2020-07-28 18:06:03,498 - mmaction - INFO - Epoch [11][2140/2505] lr: 5.000e-04, eta: 2 days, 15:57:06, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5932, top5_acc: 0.7927, loss_cls: 1.9300, loss: 1.9300, grad_norm: 15.6069 2020-07-28 18:06:41,516 - mmaction - INFO - Epoch [11][2160/2505] lr: 5.000e-04, eta: 2 days, 15:56:23, time: 1.901, data_time: 0.001, memory: 8522, top1_acc: 0.5615, top5_acc: 0.7729, loss_cls: 1.9972, loss: 1.9972, grad_norm: 15.5853 2020-07-28 18:07:19,923 - mmaction - INFO - Epoch [11][2180/2505] lr: 5.000e-04, eta: 2 days, 15:55:41, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5844, top5_acc: 0.7828, loss_cls: 1.9355, loss: 1.9355, grad_norm: 15.9313 2020-07-28 18:07:57,986 - mmaction - INFO - Epoch [11][2200/2505] lr: 5.000e-04, eta: 2 days, 15:54:58, time: 1.903, data_time: 0.001, memory: 8522, top1_acc: 0.5792, top5_acc: 0.7859, loss_cls: 1.9628, loss: 1.9628, grad_norm: 16.1306 2020-07-28 18:08:36,138 - mmaction - INFO - Epoch [11][2220/2505] lr: 5.000e-04, eta: 2 days, 15:54:16, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5865, top5_acc: 0.7958, loss_cls: 1.9205, loss: 1.9205, grad_norm: 16.1040 2020-07-28 18:09:14,407 - mmaction - INFO - Epoch [11][2240/2505] lr: 5.000e-04, eta: 2 days, 15:53:34, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5839, top5_acc: 0.7812, loss_cls: 1.9370, loss: 1.9370, grad_norm: 15.5042 2020-07-28 18:09:52,503 - mmaction - INFO - Epoch [11][2260/2505] lr: 5.000e-04, eta: 2 days, 15:52:51, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5651, top5_acc: 0.7786, loss_cls: 1.9833, loss: 1.9833, grad_norm: 15.1172 2020-07-28 18:10:30,679 - mmaction - INFO - Epoch [11][2280/2505] lr: 5.000e-04, eta: 2 days, 15:52:08, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5911, top5_acc: 0.7938, loss_cls: 1.9209, loss: 1.9209, grad_norm: 15.5396 2020-07-28 18:11:08,868 - mmaction - INFO - Epoch [11][2300/2505] lr: 5.000e-04, eta: 2 days, 15:51:26, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5745, top5_acc: 0.7865, loss_cls: 1.9562, loss: 1.9562, grad_norm: 15.7976 2020-07-28 18:11:47,044 - mmaction - INFO - Epoch [11][2320/2505] lr: 5.000e-04, eta: 2 days, 15:50:43, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5849, top5_acc: 0.7849, loss_cls: 1.9302, loss: 1.9302, grad_norm: 16.0754 2020-07-28 18:12:25,218 - mmaction - INFO - Epoch [11][2340/2505] lr: 5.000e-04, eta: 2 days, 15:50:01, time: 1.908, data_time: 0.000, memory: 8522, top1_acc: 0.5870, top5_acc: 0.7953, loss_cls: 1.9103, loss: 1.9103, grad_norm: 15.7078 2020-07-28 18:13:03,356 - mmaction - INFO - Epoch [11][2360/2505] lr: 5.000e-04, eta: 2 days, 15:49:18, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5760, top5_acc: 0.7984, loss_cls: 1.8939, loss: 1.8939, grad_norm: 15.9402 2020-07-28 18:13:41,557 - mmaction - INFO - Epoch [11][2380/2505] lr: 5.000e-04, eta: 2 days, 15:48:36, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5875, top5_acc: 0.7885, loss_cls: 1.9228, loss: 1.9228, grad_norm: 15.8575 2020-07-28 18:14:19,696 - mmaction - INFO - Epoch [11][2400/2505] lr: 5.000e-04, eta: 2 days, 15:47:53, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5792, top5_acc: 0.7844, loss_cls: 2.0114, loss: 2.0114, grad_norm: 15.7248 2020-07-28 18:14:58,144 - mmaction - INFO - Epoch [11][2420/2505] lr: 5.000e-04, eta: 2 days, 15:47:12, time: 1.922, data_time: 0.001, memory: 8522, top1_acc: 0.5802, top5_acc: 0.7958, loss_cls: 1.8993, loss: 1.8993, grad_norm: 16.1288 2020-07-28 18:15:36,382 - mmaction - INFO - Epoch [11][2440/2505] lr: 5.000e-04, eta: 2 days, 15:46:30, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5995, top5_acc: 0.8104, loss_cls: 1.8496, loss: 1.8496, grad_norm: 15.1441 2020-07-28 18:16:14,505 - mmaction - INFO - Epoch [11][2460/2505] lr: 5.000e-04, eta: 2 days, 15:45:47, time: 1.906, data_time: 0.001, memory: 8522, top1_acc: 0.5797, top5_acc: 0.7870, loss_cls: 1.9411, loss: 1.9411, grad_norm: 15.8413 2020-07-28 18:16:52,772 - mmaction - INFO - Epoch [11][2480/2505] lr: 5.000e-04, eta: 2 days, 15:45:05, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5849, top5_acc: 0.7891, loss_cls: 1.8971, loss: 1.8971, grad_norm: 15.5340 2020-07-28 18:17:30,816 - mmaction - INFO - Epoch [11][2500/2505] lr: 5.000e-04, eta: 2 days, 15:44:22, time: 1.902, data_time: 0.001, memory: 8522, top1_acc: 0.6021, top5_acc: 0.7979, loss_cls: 1.8658, loss: 1.8658, grad_norm: 15.7955 2020-07-28 18:19:02,168 - mmaction - INFO - Epoch [12][20/2505] lr: 5.000e-04, eta: 2 days, 15:45:37, time: 3.877, data_time: 1.914, memory: 8522, top1_acc: 0.6005, top5_acc: 0.7922, loss_cls: 1.9003, loss: 1.9003, grad_norm: 15.9151 2020-07-28 18:19:41,209 - mmaction - INFO - Epoch [12][40/2505] lr: 5.000e-04, eta: 2 days, 15:44:58, time: 1.952, data_time: 0.012, memory: 8522, top1_acc: 0.5844, top5_acc: 0.7776, loss_cls: 1.9356, loss: 1.9356, grad_norm: 15.8644 2020-07-28 18:20:20,329 - mmaction - INFO - Epoch [12][60/2505] lr: 5.000e-04, eta: 2 days, 15:44:19, time: 1.956, data_time: 0.006, memory: 8522, top1_acc: 0.5776, top5_acc: 0.7781, loss_cls: 1.9729, loss: 1.9729, grad_norm: 15.3681 2020-07-28 18:20:58,650 - mmaction - INFO - Epoch [12][80/2505] lr: 5.000e-04, eta: 2 days, 15:43:37, time: 1.916, data_time: 0.004, memory: 8522, top1_acc: 0.5938, top5_acc: 0.7911, loss_cls: 1.8869, loss: 1.8869, grad_norm: 16.1704 2020-07-28 18:21:37,065 - mmaction - INFO - Epoch [12][100/2505] lr: 5.000e-04, eta: 2 days, 15:42:56, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5870, top5_acc: 0.7906, loss_cls: 1.9249, loss: 1.9249, grad_norm: 16.1884 2020-07-28 18:22:15,390 - mmaction - INFO - Epoch [12][120/2505] lr: 5.000e-04, eta: 2 days, 15:42:14, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5880, top5_acc: 0.7880, loss_cls: 1.9416, loss: 1.9416, grad_norm: 16.2970 2020-07-28 18:22:53,780 - mmaction - INFO - Epoch [12][140/2505] lr: 5.000e-04, eta: 2 days, 15:41:32, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5870, top5_acc: 0.7807, loss_cls: 1.9248, loss: 1.9248, grad_norm: 15.5362 2020-07-28 18:23:32,039 - mmaction - INFO - Epoch [12][160/2505] lr: 5.000e-04, eta: 2 days, 15:40:50, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5688, top5_acc: 0.7740, loss_cls: 2.0298, loss: 2.0298, grad_norm: 15.8447 2020-07-28 18:24:10,431 - mmaction - INFO - Epoch [12][180/2505] lr: 5.000e-04, eta: 2 days, 15:40:09, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5828, top5_acc: 0.7885, loss_cls: 1.9381, loss: 1.9381, grad_norm: 15.9973 2020-07-28 18:24:48,718 - mmaction - INFO - Epoch [12][200/2505] lr: 5.000e-04, eta: 2 days, 15:39:27, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5891, top5_acc: 0.7880, loss_cls: 1.9142, loss: 1.9142, grad_norm: 15.4779 2020-07-28 18:25:27,887 - mmaction - INFO - Epoch [12][220/2505] lr: 5.000e-04, eta: 2 days, 15:38:49, time: 1.958, data_time: 0.001, memory: 8522, top1_acc: 0.5969, top5_acc: 0.7932, loss_cls: 1.8807, loss: 1.8807, grad_norm: 15.3286 2020-07-28 18:26:06,335 - mmaction - INFO - Epoch [12][240/2505] lr: 5.000e-04, eta: 2 days, 15:38:07, time: 1.922, data_time: 0.003, memory: 8522, top1_acc: 0.5964, top5_acc: 0.7995, loss_cls: 1.8483, loss: 1.8483, grad_norm: 15.6884 2020-07-28 18:26:44,740 - mmaction - INFO - Epoch [12][260/2505] lr: 5.000e-04, eta: 2 days, 15:37:26, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5953, top5_acc: 0.7865, loss_cls: 1.9141, loss: 1.9141, grad_norm: 16.0541 2020-07-28 18:27:23,075 - mmaction - INFO - Epoch [12][280/2505] lr: 5.000e-04, eta: 2 days, 15:36:44, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5615, top5_acc: 0.7776, loss_cls: 2.0176, loss: 2.0176, grad_norm: 15.9324 2020-07-28 18:28:01,307 - mmaction - INFO - Epoch [12][300/2505] lr: 5.000e-04, eta: 2 days, 15:36:02, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5766, top5_acc: 0.7906, loss_cls: 1.9310, loss: 1.9310, grad_norm: 15.7981 2020-07-28 18:28:39,816 - mmaction - INFO - Epoch [12][320/2505] lr: 5.000e-04, eta: 2 days, 15:35:21, time: 1.925, data_time: 0.001, memory: 8522, top1_acc: 0.6042, top5_acc: 0.7974, loss_cls: 1.8866, loss: 1.8866, grad_norm: 15.0537 2020-07-28 18:29:18,187 - mmaction - INFO - Epoch [12][340/2505] lr: 5.000e-04, eta: 2 days, 15:34:39, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5792, top5_acc: 0.7724, loss_cls: 1.9825, loss: 1.9825, grad_norm: 15.9428 2020-07-28 18:29:56,725 - mmaction - INFO - Epoch [12][360/2505] lr: 5.000e-04, eta: 2 days, 15:33:58, time: 1.927, data_time: 0.001, memory: 8522, top1_acc: 0.5979, top5_acc: 0.8047, loss_cls: 1.8681, loss: 1.8681, grad_norm: 15.7204 2020-07-28 18:30:34,866 - mmaction - INFO - Epoch [12][380/2505] lr: 5.000e-04, eta: 2 days, 15:33:16, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.6052, top5_acc: 0.8010, loss_cls: 1.8421, loss: 1.8421, grad_norm: 15.8166 2020-07-28 18:31:13,160 - mmaction - INFO - Epoch [12][400/2505] lr: 5.000e-04, eta: 2 days, 15:32:34, time: 1.915, data_time: 0.006, memory: 8522, top1_acc: 0.5693, top5_acc: 0.7786, loss_cls: 1.9701, loss: 1.9701, grad_norm: 15.9424 2020-07-28 18:31:51,574 - mmaction - INFO - Epoch [12][420/2505] lr: 5.000e-04, eta: 2 days, 15:31:52, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5995, top5_acc: 0.7964, loss_cls: 1.8826, loss: 1.8826, grad_norm: 15.6740 2020-07-28 18:32:29,958 - mmaction - INFO - Epoch [12][440/2505] lr: 5.000e-04, eta: 2 days, 15:31:11, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.9219, loss: 1.9219, grad_norm: 15.3569 2020-07-28 18:33:08,151 - mmaction - INFO - Epoch [12][460/2505] lr: 5.000e-04, eta: 2 days, 15:30:28, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5859, top5_acc: 0.7776, loss_cls: 1.9358, loss: 1.9358, grad_norm: 15.6409 2020-07-28 18:33:46,361 - mmaction - INFO - Epoch [12][480/2505] lr: 5.000e-04, eta: 2 days, 15:29:46, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5755, top5_acc: 0.7760, loss_cls: 1.9674, loss: 1.9674, grad_norm: 15.9844 2020-07-28 18:34:24,726 - mmaction - INFO - Epoch [12][500/2505] lr: 5.000e-04, eta: 2 days, 15:29:05, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5667, top5_acc: 0.7740, loss_cls: 2.0305, loss: 2.0305, grad_norm: 15.9567 2020-07-28 18:35:04,023 - mmaction - INFO - Epoch [12][520/2505] lr: 5.000e-04, eta: 2 days, 15:28:26, time: 1.955, data_time: 0.001, memory: 8522, top1_acc: 0.5807, top5_acc: 0.7932, loss_cls: 1.9272, loss: 1.9272, grad_norm: 15.9729 2020-07-28 18:35:42,601 - mmaction - INFO - Epoch [12][540/2505] lr: 5.000e-04, eta: 2 days, 15:27:46, time: 1.939, data_time: 0.011, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7849, loss_cls: 1.9403, loss: 1.9403, grad_norm: 15.8015 2020-07-28 18:36:20,784 - mmaction - INFO - Epoch [12][560/2505] lr: 5.000e-04, eta: 2 days, 15:27:04, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5740, top5_acc: 0.7812, loss_cls: 1.9614, loss: 1.9614, grad_norm: 16.5753 2020-07-28 18:36:59,025 - mmaction - INFO - Epoch [12][580/2505] lr: 5.000e-04, eta: 2 days, 15:26:22, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5870, top5_acc: 0.7943, loss_cls: 1.8901, loss: 1.8901, grad_norm: 16.0516 2020-07-28 18:37:37,299 - mmaction - INFO - Epoch [12][600/2505] lr: 5.000e-04, eta: 2 days, 15:25:40, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5740, top5_acc: 0.7714, loss_cls: 2.0094, loss: 2.0094, grad_norm: 16.6505 2020-07-28 18:38:15,540 - mmaction - INFO - Epoch [12][620/2505] lr: 5.000e-04, eta: 2 days, 15:24:58, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5755, top5_acc: 0.7849, loss_cls: 1.9124, loss: 1.9124, grad_norm: 15.9043 2020-07-28 18:38:53,864 - mmaction - INFO - Epoch [12][640/2505] lr: 5.000e-04, eta: 2 days, 15:24:16, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5667, top5_acc: 0.7797, loss_cls: 2.0059, loss: 2.0059, grad_norm: 15.3811 2020-07-28 18:39:32,242 - mmaction - INFO - Epoch [12][660/2505] lr: 5.000e-04, eta: 2 days, 15:23:34, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5839, top5_acc: 0.7958, loss_cls: 1.9369, loss: 1.9369, grad_norm: 15.7481 2020-07-28 18:40:10,619 - mmaction - INFO - Epoch [12][680/2505] lr: 5.000e-04, eta: 2 days, 15:22:53, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5745, top5_acc: 0.7870, loss_cls: 1.8855, loss: 1.8855, grad_norm: 14.7261 2020-07-28 18:40:49,205 - mmaction - INFO - Epoch [12][700/2505] lr: 5.000e-04, eta: 2 days, 15:22:12, time: 1.929, data_time: 0.001, memory: 8522, top1_acc: 0.5854, top5_acc: 0.7844, loss_cls: 1.9071, loss: 1.9071, grad_norm: 15.5440 2020-07-28 18:41:27,344 - mmaction - INFO - Epoch [12][720/2505] lr: 5.000e-04, eta: 2 days, 15:21:30, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5922, top5_acc: 0.7990, loss_cls: 1.8665, loss: 1.8665, grad_norm: 15.4030 2020-07-28 18:42:05,846 - mmaction - INFO - Epoch [12][740/2505] lr: 5.000e-04, eta: 2 days, 15:20:49, time: 1.925, data_time: 0.001, memory: 8522, top1_acc: 0.5911, top5_acc: 0.7979, loss_cls: 1.8884, loss: 1.8884, grad_norm: 15.4901 2020-07-28 18:42:44,127 - mmaction - INFO - Epoch [12][760/2505] lr: 5.000e-04, eta: 2 days, 15:20:07, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5688, top5_acc: 0.7755, loss_cls: 1.9952, loss: 1.9952, grad_norm: 16.2474 2020-07-28 18:43:22,456 - mmaction - INFO - Epoch [12][780/2505] lr: 5.000e-04, eta: 2 days, 15:19:25, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5958, top5_acc: 0.7807, loss_cls: 1.9085, loss: 1.9085, grad_norm: 15.8039 2020-07-28 18:44:00,684 - mmaction - INFO - Epoch [12][800/2505] lr: 5.000e-04, eta: 2 days, 15:18:43, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.8358, loss: 1.8358, grad_norm: 15.7910 2020-07-28 18:44:38,953 - mmaction - INFO - Epoch [12][820/2505] lr: 5.000e-04, eta: 2 days, 15:18:01, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5703, top5_acc: 0.7615, loss_cls: 2.0166, loss: 2.0166, grad_norm: 15.6779 2020-07-28 18:45:17,267 - mmaction - INFO - Epoch [12][840/2505] lr: 5.000e-04, eta: 2 days, 15:17:19, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.6047, top5_acc: 0.8010, loss_cls: 1.8728, loss: 1.8728, grad_norm: 15.5941 2020-07-28 18:45:55,518 - mmaction - INFO - Epoch [12][860/2505] lr: 5.000e-04, eta: 2 days, 15:16:37, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5792, top5_acc: 0.7875, loss_cls: 1.9305, loss: 1.9305, grad_norm: 15.9087 2020-07-28 18:46:33,741 - mmaction - INFO - Epoch [12][880/2505] lr: 5.000e-04, eta: 2 days, 15:15:55, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5974, top5_acc: 0.7849, loss_cls: 1.9166, loss: 1.9166, grad_norm: 15.4763 2020-07-28 18:47:12,320 - mmaction - INFO - Epoch [12][900/2505] lr: 5.000e-04, eta: 2 days, 15:15:15, time: 1.929, data_time: 0.001, memory: 8522, top1_acc: 0.5964, top5_acc: 0.7922, loss_cls: 1.9144, loss: 1.9144, grad_norm: 15.9352 2020-07-28 18:47:50,616 - mmaction - INFO - Epoch [12][920/2505] lr: 5.000e-04, eta: 2 days, 15:14:33, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5870, top5_acc: 0.8000, loss_cls: 1.8633, loss: 1.8633, grad_norm: 16.0526 2020-07-28 18:48:29,070 - mmaction - INFO - Epoch [12][940/2505] lr: 5.000e-04, eta: 2 days, 15:13:52, time: 1.923, data_time: 0.001, memory: 8522, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.8813, loss: 1.8813, grad_norm: 15.5627 2020-07-28 18:49:07,381 - mmaction - INFO - Epoch [12][960/2505] lr: 5.000e-04, eta: 2 days, 15:13:10, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5896, top5_acc: 0.7917, loss_cls: 1.8692, loss: 1.8692, grad_norm: 16.2619 2020-07-28 18:49:45,649 - mmaction - INFO - Epoch [12][980/2505] lr: 5.000e-04, eta: 2 days, 15:12:28, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5885, top5_acc: 0.7896, loss_cls: 1.9153, loss: 1.9153, grad_norm: 15.5498 2020-07-28 18:50:24,409 - mmaction - INFO - Epoch [12][1000/2505] lr: 5.000e-04, eta: 2 days, 15:11:48, time: 1.938, data_time: 0.001, memory: 8522, top1_acc: 0.5745, top5_acc: 0.7797, loss_cls: 1.9441, loss: 1.9441, grad_norm: 15.7608 2020-07-28 18:51:02,706 - mmaction - INFO - Epoch [12][1020/2505] lr: 5.000e-04, eta: 2 days, 15:11:07, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5854, top5_acc: 0.7760, loss_cls: 1.9532, loss: 1.9532, grad_norm: 16.0646 2020-07-28 18:51:40,976 - mmaction - INFO - Epoch [12][1040/2505] lr: 5.000e-04, eta: 2 days, 15:10:25, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5958, top5_acc: 0.7932, loss_cls: 1.8735, loss: 1.8735, grad_norm: 15.7571 2020-07-28 18:52:19,251 - mmaction - INFO - Epoch [12][1060/2505] lr: 5.000e-04, eta: 2 days, 15:09:43, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5755, top5_acc: 0.7729, loss_cls: 1.9959, loss: 1.9959, grad_norm: 16.3200 2020-07-28 18:52:57,597 - mmaction - INFO - Epoch [12][1080/2505] lr: 5.000e-04, eta: 2 days, 15:09:01, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5786, top5_acc: 0.7776, loss_cls: 1.9717, loss: 1.9717, grad_norm: 15.8933 2020-07-28 18:53:35,813 - mmaction - INFO - Epoch [12][1100/2505] lr: 5.000e-04, eta: 2 days, 15:08:19, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5932, top5_acc: 0.7927, loss_cls: 1.9311, loss: 1.9311, grad_norm: 15.6520 2020-07-28 18:54:14,096 - mmaction - INFO - Epoch [12][1120/2505] lr: 5.000e-04, eta: 2 days, 15:07:37, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5802, top5_acc: 0.8000, loss_cls: 1.9175, loss: 1.9175, grad_norm: 16.1122 2020-07-28 18:54:52,443 - mmaction - INFO - Epoch [12][1140/2505] lr: 5.000e-04, eta: 2 days, 15:06:56, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5870, top5_acc: 0.7880, loss_cls: 1.8762, loss: 1.8762, grad_norm: 15.5103 2020-07-28 18:55:30,701 - mmaction - INFO - Epoch [12][1160/2505] lr: 5.000e-04, eta: 2 days, 15:06:14, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5885, top5_acc: 0.7760, loss_cls: 1.9463, loss: 1.9463, grad_norm: 15.9923 2020-07-28 18:56:09,324 - mmaction - INFO - Epoch [12][1180/2505] lr: 5.000e-04, eta: 2 days, 15:05:34, time: 1.931, data_time: 0.001, memory: 8522, top1_acc: 0.5984, top5_acc: 0.7901, loss_cls: 1.9331, loss: 1.9331, grad_norm: 15.8408 2020-07-28 18:56:47,573 - mmaction - INFO - Epoch [12][1200/2505] lr: 5.000e-04, eta: 2 days, 15:04:52, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5734, top5_acc: 0.7807, loss_cls: 1.9855, loss: 1.9855, grad_norm: 16.1766 2020-07-28 18:57:25,855 - mmaction - INFO - Epoch [12][1220/2505] lr: 5.000e-04, eta: 2 days, 15:04:10, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5813, top5_acc: 0.7870, loss_cls: 1.9113, loss: 1.9113, grad_norm: 15.2769 2020-07-28 18:58:04,033 - mmaction - INFO - Epoch [12][1240/2505] lr: 5.000e-04, eta: 2 days, 15:03:28, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5911, top5_acc: 0.8057, loss_cls: 1.8558, loss: 1.8558, grad_norm: 15.9440 2020-07-28 18:58:42,285 - mmaction - INFO - Epoch [12][1260/2505] lr: 5.000e-04, eta: 2 days, 15:02:46, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5760, top5_acc: 0.7802, loss_cls: 1.9571, loss: 1.9571, grad_norm: 16.0475 2020-07-28 18:59:20,505 - mmaction - INFO - Epoch [12][1280/2505] lr: 5.000e-04, eta: 2 days, 15:02:04, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.6125, top5_acc: 0.8036, loss_cls: 1.8164, loss: 1.8164, grad_norm: 15.9467 2020-07-28 18:59:58,676 - mmaction - INFO - Epoch [12][1300/2505] lr: 5.000e-04, eta: 2 days, 15:01:22, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5901, top5_acc: 0.7833, loss_cls: 1.8985, loss: 1.8985, grad_norm: 16.2387 2020-07-28 19:00:41,150 - mmaction - INFO - Epoch [12][1320/2505] lr: 5.000e-04, eta: 2 days, 15:00:57, time: 2.122, data_time: 0.003, memory: 8522, top1_acc: 0.5786, top5_acc: 0.7891, loss_cls: 1.9235, loss: 1.9235, grad_norm: 15.6251 2020-07-28 19:01:19,616 - mmaction - INFO - Epoch [12][1340/2505] lr: 5.000e-04, eta: 2 days, 15:00:16, time: 1.925, data_time: 0.009, memory: 8522, top1_acc: 0.6021, top5_acc: 0.7984, loss_cls: 1.8171, loss: 1.8171, grad_norm: 16.0352 2020-07-28 19:01:57,912 - mmaction - INFO - Epoch [12][1360/2505] lr: 5.000e-04, eta: 2 days, 14:59:34, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.6042, top5_acc: 0.7823, loss_cls: 1.8768, loss: 1.8768, grad_norm: 15.7223 2020-07-28 19:02:36,329 - mmaction - INFO - Epoch [12][1380/2505] lr: 5.000e-04, eta: 2 days, 14:58:53, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.6031, top5_acc: 0.7922, loss_cls: 1.8565, loss: 1.8565, grad_norm: 15.4075 2020-07-28 19:03:14,530 - mmaction - INFO - Epoch [12][1400/2505] lr: 5.000e-04, eta: 2 days, 14:58:11, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5911, top5_acc: 0.7870, loss_cls: 1.9182, loss: 1.9182, grad_norm: 15.4466 2020-07-28 19:03:52,788 - mmaction - INFO - Epoch [12][1420/2505] lr: 5.000e-04, eta: 2 days, 14:57:29, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5781, top5_acc: 0.7766, loss_cls: 1.9661, loss: 1.9661, grad_norm: 15.1540 2020-07-28 19:04:31,005 - mmaction - INFO - Epoch [12][1440/2505] lr: 5.000e-04, eta: 2 days, 14:56:47, time: 1.911, data_time: 0.001, memory: 8522, top1_acc: 0.5771, top5_acc: 0.7969, loss_cls: 1.9281, loss: 1.9281, grad_norm: 16.4441 2020-07-28 19:05:09,892 - mmaction - INFO - Epoch [12][1460/2505] lr: 5.000e-04, eta: 2 days, 14:56:08, time: 1.944, data_time: 0.001, memory: 8522, top1_acc: 0.5979, top5_acc: 0.8141, loss_cls: 1.8134, loss: 1.8134, grad_norm: 16.0855 2020-07-28 19:05:48,228 - mmaction - INFO - Epoch [12][1480/2505] lr: 5.000e-04, eta: 2 days, 14:55:26, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5958, top5_acc: 0.7906, loss_cls: 1.8632, loss: 1.8632, grad_norm: 15.6031 2020-07-28 19:06:26,613 - mmaction - INFO - Epoch [12][1500/2505] lr: 5.000e-04, eta: 2 days, 14:54:45, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5917, top5_acc: 0.7937, loss_cls: 1.8971, loss: 1.8971, grad_norm: 16.2345 2020-07-28 19:07:04,976 - mmaction - INFO - Epoch [12][1520/2505] lr: 5.000e-04, eta: 2 days, 14:54:03, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.8593, loss: 1.8593, grad_norm: 15.8857 2020-07-28 19:07:43,516 - mmaction - INFO - Epoch [12][1540/2505] lr: 5.000e-04, eta: 2 days, 14:53:23, time: 1.927, data_time: 0.002, memory: 8522, top1_acc: 0.6115, top5_acc: 0.8026, loss_cls: 1.8246, loss: 1.8246, grad_norm: 15.7380 2020-07-28 19:08:21,759 - mmaction - INFO - Epoch [12][1560/2505] lr: 5.000e-04, eta: 2 days, 14:52:41, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5943, top5_acc: 0.8047, loss_cls: 1.8163, loss: 1.8163, grad_norm: 15.4075 2020-07-28 19:09:00,187 - mmaction - INFO - Epoch [12][1580/2505] lr: 5.000e-04, eta: 2 days, 14:52:00, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5979, top5_acc: 0.7990, loss_cls: 1.8740, loss: 1.8740, grad_norm: 15.5723 2020-07-28 19:09:38,435 - mmaction - INFO - Epoch [12][1600/2505] lr: 5.000e-04, eta: 2 days, 14:51:18, time: 1.912, data_time: 0.001, memory: 8522, top1_acc: 0.5708, top5_acc: 0.7844, loss_cls: 1.9444, loss: 1.9444, grad_norm: 15.9493 2020-07-28 19:10:17,097 - mmaction - INFO - Epoch [12][1620/2505] lr: 5.000e-04, eta: 2 days, 14:50:38, time: 1.933, data_time: 0.001, memory: 8522, top1_acc: 0.5844, top5_acc: 0.8047, loss_cls: 1.8741, loss: 1.8741, grad_norm: 16.1160 2020-07-28 19:10:55,478 - mmaction - INFO - Epoch [12][1640/2505] lr: 5.000e-04, eta: 2 days, 14:49:56, time: 1.919, data_time: 0.001, memory: 8522, top1_acc: 0.5781, top5_acc: 0.7896, loss_cls: 1.9136, loss: 1.9136, grad_norm: 15.5679 2020-07-28 19:11:33,786 - mmaction - INFO - Epoch [12][1660/2505] lr: 5.000e-04, eta: 2 days, 14:49:15, time: 1.916, data_time: 0.001, memory: 8522, top1_acc: 0.5990, top5_acc: 0.7943, loss_cls: 1.8550, loss: 1.8550, grad_norm: 15.5595 2020-07-28 19:12:11,880 - mmaction - INFO - Epoch [12][1680/2505] lr: 5.000e-04, eta: 2 days, 14:48:32, time: 1.905, data_time: 0.001, memory: 8522, top1_acc: 0.5891, top5_acc: 0.7948, loss_cls: 1.8725, loss: 1.8725, grad_norm: 15.7312 2020-07-28 19:12:50,240 - mmaction - INFO - Epoch [12][1700/2505] lr: 5.000e-04, eta: 2 days, 14:47:51, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5828, top5_acc: 0.7828, loss_cls: 1.9154, loss: 1.9154, grad_norm: 15.9080 2020-07-28 19:13:28,511 - mmaction - INFO - Epoch [12][1720/2505] lr: 5.000e-04, eta: 2 days, 14:47:09, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5833, top5_acc: 0.7823, loss_cls: 1.9244, loss: 1.9244, grad_norm: 16.2143 2020-07-28 19:14:07,116 - mmaction - INFO - Epoch [12][1740/2505] lr: 5.000e-04, eta: 2 days, 14:46:29, time: 1.930, data_time: 0.001, memory: 8522, top1_acc: 0.5708, top5_acc: 0.7828, loss_cls: 1.9489, loss: 1.9489, grad_norm: 15.8106 2020-07-28 19:14:45,606 - mmaction - INFO - Epoch [12][1760/2505] lr: 5.000e-04, eta: 2 days, 14:45:48, time: 1.925, data_time: 0.001, memory: 8522, top1_acc: 0.5984, top5_acc: 0.8036, loss_cls: 1.8406, loss: 1.8406, grad_norm: 14.9045 2020-07-28 19:15:23,775 - mmaction - INFO - Epoch [12][1780/2505] lr: 5.000e-04, eta: 2 days, 14:45:06, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5625, top5_acc: 0.7693, loss_cls: 2.0194, loss: 2.0194, grad_norm: 16.0496 2020-07-28 19:16:02,142 - mmaction - INFO - Epoch [12][1800/2505] lr: 5.000e-04, eta: 2 days, 14:44:25, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5953, top5_acc: 0.8120, loss_cls: 1.8322, loss: 1.8322, grad_norm: 15.4609 2020-07-28 19:16:40,277 - mmaction - INFO - Epoch [12][1820/2505] lr: 5.000e-04, eta: 2 days, 14:43:42, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5865, top5_acc: 0.8031, loss_cls: 1.8967, loss: 1.8967, grad_norm: 16.0058 2020-07-28 19:17:18,414 - mmaction - INFO - Epoch [12][1840/2505] lr: 5.000e-04, eta: 2 days, 14:43:00, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5906, top5_acc: 0.7917, loss_cls: 1.8505, loss: 1.8505, grad_norm: 15.6522 2020-07-28 19:17:56,569 - mmaction - INFO - Epoch [12][1860/2505] lr: 5.000e-04, eta: 2 days, 14:42:18, time: 1.908, data_time: 0.001, memory: 8522, top1_acc: 0.5677, top5_acc: 0.7750, loss_cls: 1.9599, loss: 1.9599, grad_norm: 16.3866 2020-07-28 19:18:34,853 - mmaction - INFO - Epoch [12][1880/2505] lr: 5.000e-04, eta: 2 days, 14:41:36, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5792, top5_acc: 0.7906, loss_cls: 1.9467, loss: 1.9467, grad_norm: 16.1196 2020-07-28 19:19:12,994 - mmaction - INFO - Epoch [12][1900/2505] lr: 5.000e-04, eta: 2 days, 14:40:54, time: 1.907, data_time: 0.001, memory: 8522, top1_acc: 0.5859, top5_acc: 0.7823, loss_cls: 1.9641, loss: 1.9641, grad_norm: 16.5179 2020-07-28 19:19:51,285 - mmaction - INFO - Epoch [12][1920/2505] lr: 5.000e-04, eta: 2 days, 14:40:13, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.9012, loss: 1.9012, grad_norm: 16.7243 2020-07-28 19:20:29,568 - mmaction - INFO - Epoch [12][1940/2505] lr: 5.000e-04, eta: 2 days, 14:39:31, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5745, top5_acc: 0.7911, loss_cls: 1.9264, loss: 1.9264, grad_norm: 16.3495 2020-07-28 19:21:08,126 - mmaction - INFO - Epoch [12][1960/2505] lr: 5.000e-04, eta: 2 days, 14:38:50, time: 1.928, data_time: 0.001, memory: 8522, top1_acc: 0.5719, top5_acc: 0.7693, loss_cls: 1.9954, loss: 1.9954, grad_norm: 15.9344 2020-07-28 19:21:46,524 - mmaction - INFO - Epoch [12][1980/2505] lr: 5.000e-04, eta: 2 days, 14:38:09, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5901, top5_acc: 0.7891, loss_cls: 1.8985, loss: 1.8985, grad_norm: 15.6829 2020-07-28 19:22:25,111 - mmaction - INFO - Epoch [12][2000/2505] lr: 5.000e-04, eta: 2 days, 14:37:29, time: 1.929, data_time: 0.001, memory: 8522, top1_acc: 0.5802, top5_acc: 0.7880, loss_cls: 1.9086, loss: 1.9086, grad_norm: 16.1708 2020-07-28 19:23:03,388 - mmaction - INFO - Epoch [12][2020/2505] lr: 5.000e-04, eta: 2 days, 14:36:47, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5865, top5_acc: 0.7922, loss_cls: 1.9037, loss: 1.9037, grad_norm: 15.7701 2020-07-28 19:23:41,638 - mmaction - INFO - Epoch [12][2040/2505] lr: 5.000e-04, eta: 2 days, 14:36:05, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5984, top5_acc: 0.7958, loss_cls: 1.8950, loss: 1.8950, grad_norm: 16.2033 2020-07-28 19:24:19,902 - mmaction - INFO - Epoch [12][2060/2505] lr: 5.000e-04, eta: 2 days, 14:35:24, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5974, top5_acc: 0.7948, loss_cls: 1.8917, loss: 1.8917, grad_norm: 15.9760 2020-07-28 19:24:58,197 - mmaction - INFO - Epoch [12][2080/2505] lr: 5.000e-04, eta: 2 days, 14:34:42, time: 1.915, data_time: 0.001, memory: 8522, top1_acc: 0.5984, top5_acc: 0.7885, loss_cls: 1.8834, loss: 1.8834, grad_norm: 15.9231 2020-07-28 19:25:36,378 - mmaction - INFO - Epoch [12][2100/2505] lr: 5.000e-04, eta: 2 days, 14:34:00, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5927, top5_acc: 0.7958, loss_cls: 1.8722, loss: 1.8722, grad_norm: 15.8956 2020-07-28 19:26:14,536 - mmaction - INFO - Epoch [12][2120/2505] lr: 5.000e-04, eta: 2 days, 14:33:18, time: 1.907, data_time: 0.000, memory: 8522, top1_acc: 0.5880, top5_acc: 0.7932, loss_cls: 1.8931, loss: 1.8931, grad_norm: 16.1093 2020-07-28 19:26:52,824 - mmaction - INFO - Epoch [12][2140/2505] lr: 5.000e-04, eta: 2 days, 14:32:37, time: 1.914, data_time: 0.001, memory: 8522, top1_acc: 0.5922, top5_acc: 0.8073, loss_cls: 1.8358, loss: 1.8358, grad_norm: 15.4638 2020-07-28 19:27:31,247 - mmaction - INFO - Epoch [12][2160/2505] lr: 5.000e-04, eta: 2 days, 14:31:56, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5938, top5_acc: 0.8005, loss_cls: 1.8759, loss: 1.8759, grad_norm: 16.0958 2020-07-28 19:28:09,820 - mmaction - INFO - Epoch [12][2180/2505] lr: 5.000e-04, eta: 2 days, 14:31:15, time: 1.928, data_time: 0.001, memory: 8522, top1_acc: 0.5792, top5_acc: 0.7964, loss_cls: 1.9234, loss: 1.9234, grad_norm: 15.9430 2020-07-28 19:28:48,168 - mmaction - INFO - Epoch [12][2200/2505] lr: 5.000e-04, eta: 2 days, 14:30:34, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.6052, top5_acc: 0.7948, loss_cls: 1.8560, loss: 1.8560, grad_norm: 15.3714 2020-07-28 19:29:27,237 - mmaction - INFO - Epoch [12][2220/2505] lr: 5.000e-04, eta: 2 days, 14:29:55, time: 1.953, data_time: 0.001, memory: 8522, top1_acc: 0.5849, top5_acc: 0.7865, loss_cls: 1.9751, loss: 1.9751, grad_norm: 16.2635 2020-07-28 19:30:06,210 - mmaction - INFO - Epoch [12][2240/2505] lr: 5.000e-04, eta: 2 days, 14:29:16, time: 1.949, data_time: 0.002, memory: 8522, top1_acc: 0.5880, top5_acc: 0.7854, loss_cls: 1.9226, loss: 1.9226, grad_norm: 15.8654 2020-07-28 19:30:44,619 - mmaction - INFO - Epoch [12][2260/2505] lr: 5.000e-04, eta: 2 days, 14:28:35, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5958, top5_acc: 0.8016, loss_cls: 1.8233, loss: 1.8233, grad_norm: 15.2951 2020-07-28 19:31:22,966 - mmaction - INFO - Epoch [12][2280/2505] lr: 5.000e-04, eta: 2 days, 14:27:54, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.6052, top5_acc: 0.7854, loss_cls: 1.8763, loss: 1.8763, grad_norm: 15.3986 2020-07-28 19:32:01,355 - mmaction - INFO - Epoch [12][2300/2505] lr: 5.000e-04, eta: 2 days, 14:27:13, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5880, top5_acc: 0.7932, loss_cls: 1.8975, loss: 1.8975, grad_norm: 15.9806 2020-07-28 19:32:39,613 - mmaction - INFO - Epoch [12][2320/2505] lr: 5.000e-04, eta: 2 days, 14:26:31, time: 1.913, data_time: 0.001, memory: 8522, top1_acc: 0.5833, top5_acc: 0.7896, loss_cls: 1.9140, loss: 1.9140, grad_norm: 16.4953 2020-07-28 19:33:17,819 - mmaction - INFO - Epoch [12][2340/2505] lr: 5.000e-04, eta: 2 days, 14:25:49, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5901, top5_acc: 0.7969, loss_cls: 1.8844, loss: 1.8844, grad_norm: 16.1572 2020-07-28 19:33:56,180 - mmaction - INFO - Epoch [12][2360/2505] lr: 5.000e-04, eta: 2 days, 14:25:08, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5849, top5_acc: 0.7901, loss_cls: 1.9082, loss: 1.9082, grad_norm: 16.0561 2020-07-28 19:34:34,385 - mmaction - INFO - Epoch [12][2380/2505] lr: 5.000e-04, eta: 2 days, 14:24:26, time: 1.910, data_time: 0.001, memory: 8522, top1_acc: 0.5849, top5_acc: 0.7937, loss_cls: 1.8420, loss: 1.8420, grad_norm: 15.4635 2020-07-28 19:35:12,570 - mmaction - INFO - Epoch [12][2400/2505] lr: 5.000e-04, eta: 2 days, 14:23:44, time: 1.909, data_time: 0.001, memory: 8522, top1_acc: 0.5760, top5_acc: 0.7792, loss_cls: 1.9386, loss: 1.9386, grad_norm: 16.1625 2020-07-28 19:35:50,912 - mmaction - INFO - Epoch [12][2420/2505] lr: 5.000e-04, eta: 2 days, 14:23:03, time: 1.917, data_time: 0.001, memory: 8522, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.9092, loss: 1.9092, grad_norm: 15.9315 2020-07-28 19:36:29,267 - mmaction - INFO - Epoch [12][2440/2505] lr: 5.000e-04, eta: 2 days, 14:22:22, time: 1.918, data_time: 0.001, memory: 8522, top1_acc: 0.5807, top5_acc: 0.7661, loss_cls: 2.0029, loss: 2.0029, grad_norm: 16.4592 2020-07-28 19:37:07,674 - mmaction - INFO - Epoch [12][2460/2505] lr: 5.000e-04, eta: 2 days, 14:21:41, time: 1.920, data_time: 0.001, memory: 8522, top1_acc: 0.5839, top5_acc: 0.7932, loss_cls: 1.8709, loss: 1.8709, grad_norm: 15.4059 2020-07-28 19:37:46,302 - mmaction - INFO - Epoch [12][2480/2505] lr: 5.000e-04, eta: 2 days, 14:21:01, time: 1.931, data_time: 0.001, memory: 8522, top1_acc: 0.6078, top5_acc: 0.7974, loss_cls: 1.8495, loss: 1.8495, grad_norm: 15.3548 2020-07-28 19:38:24,727 - mmaction - INFO - Epoch [12][2500/2505] lr: 5.000e-04, eta: 2 days, 14:20:20, time: 1.921, data_time: 0.001, memory: 8522, top1_acc: 0.5786, top5_acc: 0.8010, loss_cls: 1.8815, loss: 1.8815, grad_norm: 15.8599 2020-07-28 19:38:38,680 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-29 22:55:31,990 - mmaction - INFO - Epoch [13][20/2505] lr: 5.000e-04, eta: 4 days, 9:18:03, time: 3.290, data_time: 1.315, memory: 8518, top1_acc: 0.5875, top5_acc: 0.7927, loss_cls: 1.8946, loss: 1.8946, grad_norm: 16.2297 2020-07-29 22:56:10,343 - mmaction - INFO - Epoch [13][40/2505] lr: 5.000e-04, eta: 3 days, 11:27:08, time: 1.926, data_time: 0.026, memory: 8518, top1_acc: 0.5953, top5_acc: 0.7839, loss_cls: 1.8853, loss: 1.8853, grad_norm: 15.2540 2020-07-29 22:56:48,337 - mmaction - INFO - Epoch [13][60/2505] lr: 5.000e-04, eta: 3 days, 3:53:14, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.5948, top5_acc: 0.8052, loss_cls: 1.8027, loss: 1.8027, grad_norm: 15.8867 2020-07-29 22:57:26,353 - mmaction - INFO - Epoch [13][80/2505] lr: 5.000e-04, eta: 3 days, 0:06:35, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6000, top5_acc: 0.8146, loss_cls: 1.8035, loss: 1.8035, grad_norm: 15.6000 2020-07-29 22:58:04,268 - mmaction - INFO - Epoch [13][100/2505] lr: 5.000e-04, eta: 2 days, 21:48:12, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.5859, top5_acc: 0.7937, loss_cls: 1.9056, loss: 1.9056, grad_norm: 15.5784 2020-07-29 22:58:42,349 - mmaction - INFO - Epoch [13][120/2505] lr: 5.000e-04, eta: 2 days, 20:18:09, time: 1.903, data_time: 0.000, memory: 8518, top1_acc: 0.5880, top5_acc: 0.7943, loss_cls: 1.9019, loss: 1.9019, grad_norm: 16.1852 2020-07-29 22:59:20,154 - mmaction - INFO - Epoch [13][140/2505] lr: 5.000e-04, eta: 2 days, 19:10:13, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6010, top5_acc: 0.7875, loss_cls: 1.9057, loss: 1.9057, grad_norm: 16.3208 2020-07-29 22:59:58,053 - mmaction - INFO - Epoch [13][160/2505] lr: 5.000e-04, eta: 2 days, 18:20:06, time: 1.895, data_time: 0.000, memory: 8518, top1_acc: 0.6057, top5_acc: 0.8016, loss_cls: 1.8235, loss: 1.8235, grad_norm: 15.4731 2020-07-29 23:00:39,228 - mmaction - INFO - Epoch [13][180/2505] lr: 5.000e-04, eta: 2 days, 18:15:30, time: 2.057, data_time: 0.004, memory: 8518, top1_acc: 0.5979, top5_acc: 0.7990, loss_cls: 1.8357, loss: 1.8357, grad_norm: 15.5292 2020-07-29 23:01:17,304 - mmaction - INFO - Epoch [13][200/2505] lr: 5.000e-04, eta: 2 days, 17:42:40, time: 1.906, data_time: 0.012, memory: 8518, top1_acc: 0.5818, top5_acc: 0.7859, loss_cls: 1.9258, loss: 1.9258, grad_norm: 16.5440 2020-07-29 23:01:55,304 - mmaction - INFO - Epoch [13][220/2505] lr: 5.000e-04, eta: 2 days, 17:14:37, time: 1.899, data_time: 0.000, memory: 8518, top1_acc: 0.5948, top5_acc: 0.7938, loss_cls: 1.8620, loss: 1.8620, grad_norm: 16.1658 2020-07-29 23:02:33,361 - mmaction - INFO - Epoch [13][240/2505] lr: 5.000e-04, eta: 2 days, 16:51:41, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.5813, top5_acc: 0.7932, loss_cls: 1.8899, loss: 1.8899, grad_norm: 16.7896 2020-07-29 23:03:11,526 - mmaction - INFO - Epoch [13][260/2505] lr: 5.000e-04, eta: 2 days, 16:33:01, time: 1.909, data_time: 0.001, memory: 8518, top1_acc: 0.5906, top5_acc: 0.7891, loss_cls: 1.8518, loss: 1.8518, grad_norm: 15.7838 2020-07-29 23:03:49,546 - mmaction - INFO - Epoch [13][280/2505] lr: 5.000e-04, eta: 2 days, 16:15:50, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.5859, top5_acc: 0.7911, loss_cls: 1.9025, loss: 1.9025, grad_norm: 16.2757 2020-07-29 23:04:27,552 - mmaction - INFO - Epoch [13][300/2505] lr: 5.000e-04, eta: 2 days, 16:00:47, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6000, top5_acc: 0.7969, loss_cls: 1.8740, loss: 1.8740, grad_norm: 15.6043 2020-07-29 23:05:06,455 - mmaction - INFO - Epoch [13][320/2505] lr: 5.000e-04, eta: 2 days, 15:52:55, time: 1.945, data_time: 0.001, memory: 8518, top1_acc: 0.5813, top5_acc: 0.7885, loss_cls: 1.9316, loss: 1.9316, grad_norm: 16.4137 2020-07-29 23:05:44,481 - mmaction - INFO - Epoch [13][340/2505] lr: 5.000e-04, eta: 2 days, 15:41:06, time: 1.902, data_time: 0.002, memory: 8518, top1_acc: 0.5974, top5_acc: 0.8031, loss_cls: 1.7994, loss: 1.7994, grad_norm: 15.4864 2020-07-29 23:06:22,205 - mmaction - INFO - Epoch [13][360/2505] lr: 5.000e-04, eta: 2 days, 15:28:48, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.5917, top5_acc: 0.8057, loss_cls: 1.8495, loss: 1.8495, grad_norm: 15.7816 2020-07-29 23:06:59,978 - mmaction - INFO - Epoch [13][380/2505] lr: 5.000e-04, eta: 2 days, 15:17:57, time: 1.888, data_time: 0.000, memory: 8518, top1_acc: 0.5984, top5_acc: 0.7995, loss_cls: 1.8628, loss: 1.8628, grad_norm: 15.9845 2020-07-29 23:07:37,774 - mmaction - INFO - Epoch [13][400/2505] lr: 5.000e-04, eta: 2 days, 15:08:15, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.5938, top5_acc: 0.7927, loss_cls: 1.8845, loss: 1.8845, grad_norm: 15.8546 2020-07-29 23:08:15,798 - mmaction - INFO - Epoch [13][420/2505] lr: 5.000e-04, eta: 2 days, 15:00:30, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8031, loss_cls: 1.7674, loss: 1.7674, grad_norm: 15.9800 2020-07-29 23:08:53,539 - mmaction - INFO - Epoch [13][440/2505] lr: 5.000e-04, eta: 2 days, 14:52:05, time: 1.887, data_time: 0.000, memory: 8518, top1_acc: 0.5849, top5_acc: 0.7786, loss_cls: 1.8875, loss: 1.8875, grad_norm: 16.0700 2020-07-29 23:09:31,326 - mmaction - INFO - Epoch [13][460/2505] lr: 5.000e-04, eta: 2 days, 14:44:35, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.5776, top5_acc: 0.7891, loss_cls: 1.9127, loss: 1.9127, grad_norm: 15.9895 2020-07-29 23:10:09,033 - mmaction - INFO - Epoch [13][480/2505] lr: 5.000e-04, eta: 2 days, 14:37:20, time: 1.885, data_time: 0.001, memory: 8518, top1_acc: 0.5854, top5_acc: 0.8146, loss_cls: 1.8358, loss: 1.8358, grad_norm: 16.0166 2020-07-29 23:10:47,146 - mmaction - INFO - Epoch [13][500/2505] lr: 5.000e-04, eta: 2 days, 14:32:10, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.5828, top5_acc: 0.7911, loss_cls: 1.9360, loss: 1.9360, grad_norm: 16.5441 2020-07-29 23:11:24,833 - mmaction - INFO - Epoch [13][520/2505] lr: 5.000e-04, eta: 2 days, 14:25:49, time: 1.885, data_time: 0.001, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8177, loss_cls: 1.7571, loss: 1.7571, grad_norm: 15.3272 2020-07-29 23:12:02,573 - mmaction - INFO - Epoch [13][540/2505] lr: 5.000e-04, eta: 2 days, 14:20:00, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.5990, top5_acc: 0.8021, loss_cls: 1.8263, loss: 1.8263, grad_norm: 15.8305 2020-07-29 23:12:40,295 - mmaction - INFO - Epoch [13][560/2505] lr: 5.000e-04, eta: 2 days, 14:14:33, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6010, top5_acc: 0.8078, loss_cls: 1.8233, loss: 1.8233, grad_norm: 15.6573 2020-07-29 23:13:17,964 - mmaction - INFO - Epoch [13][580/2505] lr: 5.000e-04, eta: 2 days, 14:09:14, time: 1.883, data_time: 0.001, memory: 8518, top1_acc: 0.6010, top5_acc: 0.7922, loss_cls: 1.8487, loss: 1.8487, grad_norm: 15.0707 2020-07-29 23:13:55,622 - mmaction - INFO - Epoch [13][600/2505] lr: 5.000e-04, eta: 2 days, 14:04:13, time: 1.883, data_time: 0.001, memory: 8518, top1_acc: 0.5870, top5_acc: 0.7865, loss_cls: 1.9115, loss: 1.9115, grad_norm: 15.3076 2020-07-29 23:14:33,352 - mmaction - INFO - Epoch [13][620/2505] lr: 5.000e-04, eta: 2 days, 13:59:41, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.8021, loss_cls: 1.8417, loss: 1.8417, grad_norm: 15.6904 2020-07-29 23:15:11,282 - mmaction - INFO - Epoch [13][640/2505] lr: 5.000e-04, eta: 2 days, 13:56:03, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.8810, loss: 1.8810, grad_norm: 16.1775 2020-07-29 23:15:48,995 - mmaction - INFO - Epoch [13][660/2505] lr: 5.000e-04, eta: 2 days, 13:51:53, time: 1.885, data_time: 0.001, memory: 8518, top1_acc: 0.5901, top5_acc: 0.7953, loss_cls: 1.8870, loss: 1.8870, grad_norm: 16.5267 2020-07-29 23:16:26,668 - mmaction - INFO - Epoch [13][680/2505] lr: 5.000e-04, eta: 2 days, 13:47:51, time: 1.884, data_time: 0.001, memory: 8518, top1_acc: 0.5823, top5_acc: 0.7938, loss_cls: 1.8882, loss: 1.8882, grad_norm: 16.3385 2020-07-29 23:17:04,466 - mmaction - INFO - Epoch [13][700/2505] lr: 5.000e-04, eta: 2 days, 13:44:21, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6021, top5_acc: 0.8021, loss_cls: 1.8546, loss: 1.8546, grad_norm: 15.4887 2020-07-29 23:17:42,276 - mmaction - INFO - Epoch [13][720/2505] lr: 5.000e-04, eta: 2 days, 13:41:03, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.8312, loss: 1.8312, grad_norm: 15.5563 2020-07-29 23:18:20,056 - mmaction - INFO - Epoch [13][740/2505] lr: 5.000e-04, eta: 2 days, 13:37:50, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.5854, top5_acc: 0.7948, loss_cls: 1.8757, loss: 1.8757, grad_norm: 15.6022 2020-07-29 23:18:58,017 - mmaction - INFO - Epoch [13][760/2505] lr: 5.000e-04, eta: 2 days, 13:35:11, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.5917, top5_acc: 0.7859, loss_cls: 1.8961, loss: 1.8961, grad_norm: 16.4983 2020-07-29 23:19:35,763 - mmaction - INFO - Epoch [13][780/2505] lr: 5.000e-04, eta: 2 days, 13:32:06, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5854, top5_acc: 0.7917, loss_cls: 1.9075, loss: 1.9075, grad_norm: 17.0942 2020-07-29 23:20:13,422 - mmaction - INFO - Epoch [13][800/2505] lr: 5.000e-04, eta: 2 days, 13:28:56, time: 1.883, data_time: 0.001, memory: 8518, top1_acc: 0.5823, top5_acc: 0.7875, loss_cls: 1.8910, loss: 1.8910, grad_norm: 15.5819 2020-07-29 23:20:51,280 - mmaction - INFO - Epoch [13][820/2505] lr: 5.000e-04, eta: 2 days, 13:26:22, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.5901, top5_acc: 0.7906, loss_cls: 1.8908, loss: 1.8908, grad_norm: 15.4501 2020-07-29 23:21:29,029 - mmaction - INFO - Epoch [13][840/2505] lr: 5.000e-04, eta: 2 days, 13:23:39, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5656, top5_acc: 0.7724, loss_cls: 2.0109, loss: 2.0109, grad_norm: 17.0704 2020-07-29 23:22:06,901 - mmaction - INFO - Epoch [13][860/2505] lr: 5.000e-04, eta: 2 days, 13:21:18, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5969, top5_acc: 0.7870, loss_cls: 1.8712, loss: 1.8712, grad_norm: 16.1051 2020-07-29 23:22:44,797 - mmaction - INFO - Epoch [13][880/2505] lr: 5.000e-04, eta: 2 days, 13:19:05, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.5958, top5_acc: 0.7953, loss_cls: 1.8442, loss: 1.8442, grad_norm: 16.2144 2020-07-29 23:23:22,651 - mmaction - INFO - Epoch [13][900/2505] lr: 5.000e-04, eta: 2 days, 13:16:50, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.5797, top5_acc: 0.7948, loss_cls: 1.8888, loss: 1.8888, grad_norm: 16.0858 2020-07-29 23:24:00,365 - mmaction - INFO - Epoch [13][920/2505] lr: 5.000e-04, eta: 2 days, 13:14:22, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.5990, top5_acc: 0.7948, loss_cls: 1.8757, loss: 1.8757, grad_norm: 16.3436 2020-07-29 23:24:38,334 - mmaction - INFO - Epoch [13][940/2505] lr: 5.000e-04, eta: 2 days, 13:12:30, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.5979, top5_acc: 0.8089, loss_cls: 1.8195, loss: 1.8195, grad_norm: 16.1586 2020-07-29 23:25:16,062 - mmaction - INFO - Epoch [13][960/2505] lr: 5.000e-04, eta: 2 days, 13:10:12, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8177, loss_cls: 1.7682, loss: 1.7682, grad_norm: 15.8028 2020-07-29 23:25:53,856 - mmaction - INFO - Epoch [13][980/2505] lr: 5.000e-04, eta: 2 days, 13:08:07, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.5979, top5_acc: 0.7870, loss_cls: 1.8912, loss: 1.8912, grad_norm: 15.7452 2020-07-29 23:26:31,879 - mmaction - INFO - Epoch [13][1000/2505] lr: 5.000e-04, eta: 2 days, 13:06:31, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.5828, top5_acc: 0.7964, loss_cls: 1.8976, loss: 1.8976, grad_norm: 15.9860 2020-07-29 23:27:09,636 - mmaction - INFO - Epoch [13][1020/2505] lr: 5.000e-04, eta: 2 days, 13:04:27, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8052, loss_cls: 1.8007, loss: 1.8007, grad_norm: 15.6934 2020-07-29 23:27:47,445 - mmaction - INFO - Epoch [13][1040/2505] lr: 5.000e-04, eta: 2 days, 13:02:33, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6000, top5_acc: 0.8036, loss_cls: 1.8456, loss: 1.8456, grad_norm: 15.9529 2020-07-29 23:28:25,208 - mmaction - INFO - Epoch [13][1060/2505] lr: 5.000e-04, eta: 2 days, 13:00:35, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5974, top5_acc: 0.8089, loss_cls: 1.8184, loss: 1.8184, grad_norm: 15.8880 2020-07-29 23:29:02,972 - mmaction - INFO - Epoch [13][1080/2505] lr: 5.000e-04, eta: 2 days, 12:58:42, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5911, top5_acc: 0.7896, loss_cls: 1.8970, loss: 1.8970, grad_norm: 16.6907 2020-07-29 23:29:40,687 - mmaction - INFO - Epoch [13][1100/2505] lr: 5.000e-04, eta: 2 days, 12:56:46, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.5885, top5_acc: 0.7911, loss_cls: 1.9032, loss: 1.9032, grad_norm: 16.3357 2020-07-29 23:30:18,525 - mmaction - INFO - Epoch [13][1120/2505] lr: 5.000e-04, eta: 2 days, 12:55:05, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5995, top5_acc: 0.7979, loss_cls: 1.8788, loss: 1.8788, grad_norm: 15.5519 2020-07-29 23:30:56,399 - mmaction - INFO - Epoch [13][1140/2505] lr: 5.000e-04, eta: 2 days, 12:53:31, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5917, top5_acc: 0.7839, loss_cls: 1.8963, loss: 1.8963, grad_norm: 16.3591 2020-07-29 23:31:34,188 - mmaction - INFO - Epoch [13][1160/2505] lr: 5.000e-04, eta: 2 days, 12:51:50, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.5979, top5_acc: 0.7974, loss_cls: 1.8579, loss: 1.8579, grad_norm: 16.8199 2020-07-29 23:32:12,053 - mmaction - INFO - Epoch [13][1180/2505] lr: 5.000e-04, eta: 2 days, 12:50:17, time: 1.893, data_time: 0.000, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8047, loss_cls: 1.8482, loss: 1.8482, grad_norm: 16.5735 2020-07-29 23:32:49,882 - mmaction - INFO - Epoch [13][1200/2505] lr: 5.000e-04, eta: 2 days, 12:48:44, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5995, top5_acc: 0.8031, loss_cls: 1.8670, loss: 1.8670, grad_norm: 15.9930 2020-07-29 23:33:27,624 - mmaction - INFO - Epoch [13][1220/2505] lr: 5.000e-04, eta: 2 days, 12:47:06, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5818, top5_acc: 0.7896, loss_cls: 1.9491, loss: 1.9491, grad_norm: 15.9209 2020-07-29 23:34:05,326 - mmaction - INFO - Epoch [13][1240/2505] lr: 5.000e-04, eta: 2 days, 12:45:23, time: 1.884, data_time: 0.000, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8115, loss_cls: 1.8051, loss: 1.8051, grad_norm: 15.7620 2020-07-29 23:34:43,043 - mmaction - INFO - Epoch [13][1260/2505] lr: 5.000e-04, eta: 2 days, 12:43:45, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.5870, top5_acc: 0.7891, loss_cls: 1.8984, loss: 1.8984, grad_norm: 16.1156 2020-07-29 23:35:20,749 - mmaction - INFO - Epoch [13][1280/2505] lr: 5.000e-04, eta: 2 days, 12:42:08, time: 1.885, data_time: 0.001, memory: 8518, top1_acc: 0.5932, top5_acc: 0.8052, loss_cls: 1.8553, loss: 1.8553, grad_norm: 15.6789 2020-07-29 23:35:58,435 - mmaction - INFO - Epoch [13][1300/2505] lr: 5.000e-04, eta: 2 days, 12:40:31, time: 1.884, data_time: 0.001, memory: 8518, top1_acc: 0.5870, top5_acc: 0.8036, loss_cls: 1.8758, loss: 1.8758, grad_norm: 16.0870 2020-07-29 23:36:36,155 - mmaction - INFO - Epoch [13][1320/2505] lr: 5.000e-04, eta: 2 days, 12:38:59, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.9004, loss: 1.9004, grad_norm: 16.0420 2020-07-29 23:37:14,040 - mmaction - INFO - Epoch [13][1340/2505] lr: 5.000e-04, eta: 2 days, 12:37:42, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5891, top5_acc: 0.7760, loss_cls: 1.9581, loss: 1.9581, grad_norm: 16.0010 2020-07-29 23:37:51,809 - mmaction - INFO - Epoch [13][1360/2505] lr: 5.000e-04, eta: 2 days, 12:36:17, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8125, loss_cls: 1.8046, loss: 1.8046, grad_norm: 16.1051 2020-07-29 23:38:29,558 - mmaction - INFO - Epoch [13][1380/2505] lr: 5.000e-04, eta: 2 days, 12:34:51, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5927, top5_acc: 0.7948, loss_cls: 1.8537, loss: 1.8537, grad_norm: 16.0394 2020-07-29 23:39:07,293 - mmaction - INFO - Epoch [13][1400/2505] lr: 5.000e-04, eta: 2 days, 12:33:26, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5755, top5_acc: 0.7849, loss_cls: 1.9410, loss: 1.9410, grad_norm: 16.6853 2020-07-29 23:39:45,030 - mmaction - INFO - Epoch [13][1420/2505] lr: 5.000e-04, eta: 2 days, 12:32:02, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5953, top5_acc: 0.8073, loss_cls: 1.8398, loss: 1.8398, grad_norm: 16.4405 2020-07-29 23:40:22,788 - mmaction - INFO - Epoch [13][1440/2505] lr: 5.000e-04, eta: 2 days, 12:30:42, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5865, top5_acc: 0.7823, loss_cls: 1.9444, loss: 1.9444, grad_norm: 16.3148 2020-07-29 23:41:00,711 - mmaction - INFO - Epoch [13][1460/2505] lr: 5.000e-04, eta: 2 days, 12:29:35, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.5766, top5_acc: 0.7865, loss_cls: 1.9212, loss: 1.9212, grad_norm: 16.2968 2020-07-29 23:41:38,569 - mmaction - INFO - Epoch [13][1480/2505] lr: 5.000e-04, eta: 2 days, 12:28:25, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5797, top5_acc: 0.7802, loss_cls: 1.9404, loss: 1.9404, grad_norm: 15.6918 2020-07-29 23:42:16,499 - mmaction - INFO - Epoch [13][1500/2505] lr: 5.000e-04, eta: 2 days, 12:27:19, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8000, loss_cls: 1.8494, loss: 1.8494, grad_norm: 15.9398 2020-07-29 23:42:54,235 - mmaction - INFO - Epoch [13][1520/2505] lr: 5.000e-04, eta: 2 days, 12:26:02, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6104, top5_acc: 0.8083, loss_cls: 1.7715, loss: 1.7715, grad_norm: 16.0527 2020-07-29 23:43:32,034 - mmaction - INFO - Epoch [13][1540/2505] lr: 5.000e-04, eta: 2 days, 12:24:48, time: 1.889, data_time: 0.000, memory: 8518, top1_acc: 0.5969, top5_acc: 0.8021, loss_cls: 1.8573, loss: 1.8573, grad_norm: 16.2244 2020-07-29 23:44:09,892 - mmaction - INFO - Epoch [13][1560/2505] lr: 5.000e-04, eta: 2 days, 12:23:40, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.5932, top5_acc: 0.7885, loss_cls: 1.8743, loss: 1.8743, grad_norm: 15.9118 2020-07-29 23:44:47,695 - mmaction - INFO - Epoch [13][1580/2505] lr: 5.000e-04, eta: 2 days, 12:22:30, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.5995, top5_acc: 0.7844, loss_cls: 1.8925, loss: 1.8925, grad_norm: 16.0047 2020-07-29 23:45:25,506 - mmaction - INFO - Epoch [13][1600/2505] lr: 5.000e-04, eta: 2 days, 12:21:20, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5984, top5_acc: 0.7958, loss_cls: 1.8764, loss: 1.8764, grad_norm: 15.6816 2020-07-29 23:46:03,355 - mmaction - INFO - Epoch [13][1620/2505] lr: 5.000e-04, eta: 2 days, 12:20:14, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5969, top5_acc: 0.7943, loss_cls: 1.8366, loss: 1.8366, grad_norm: 15.8426 2020-07-29 23:46:41,153 - mmaction - INFO - Epoch [13][1640/2505] lr: 5.000e-04, eta: 2 days, 12:19:06, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.5901, top5_acc: 0.7844, loss_cls: 1.9160, loss: 1.9160, grad_norm: 15.6563 2020-07-29 23:47:19,253 - mmaction - INFO - Epoch [13][1660/2505] lr: 5.000e-04, eta: 2 days, 12:18:18, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.5839, top5_acc: 0.8010, loss_cls: 1.8713, loss: 1.8713, grad_norm: 16.1763 2020-07-29 23:47:57,360 - mmaction - INFO - Epoch [13][1680/2505] lr: 5.000e-04, eta: 2 days, 12:17:31, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.5932, top5_acc: 0.7932, loss_cls: 1.8535, loss: 1.8535, grad_norm: 15.5111 2020-07-29 23:48:35,275 - mmaction - INFO - Epoch [13][1700/2505] lr: 5.000e-04, eta: 2 days, 12:16:32, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6078, top5_acc: 0.8078, loss_cls: 1.7964, loss: 1.7964, grad_norm: 16.1974 2020-07-29 23:49:12,963 - mmaction - INFO - Epoch [13][1720/2505] lr: 5.000e-04, eta: 2 days, 12:15:18, time: 1.884, data_time: 0.001, memory: 8518, top1_acc: 0.5901, top5_acc: 0.7891, loss_cls: 1.9141, loss: 1.9141, grad_norm: 16.0454 2020-07-29 23:49:50,834 - mmaction - INFO - Epoch [13][1740/2505] lr: 5.000e-04, eta: 2 days, 12:14:18, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5927, top5_acc: 0.7854, loss_cls: 1.9183, loss: 1.9183, grad_norm: 15.9195 2020-07-29 23:50:28,845 - mmaction - INFO - Epoch [13][1760/2505] lr: 5.000e-04, eta: 2 days, 12:13:26, time: 1.900, data_time: 0.000, memory: 8518, top1_acc: 0.6047, top5_acc: 0.8068, loss_cls: 1.7909, loss: 1.7909, grad_norm: 16.0836 2020-07-29 23:51:06,670 - mmaction - INFO - Epoch [13][1780/2505] lr: 5.000e-04, eta: 2 days, 12:12:23, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5786, top5_acc: 0.7813, loss_cls: 1.9127, loss: 1.9127, grad_norm: 16.1798 2020-07-29 23:51:44,431 - mmaction - INFO - Epoch [13][1800/2505] lr: 5.000e-04, eta: 2 days, 12:11:16, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8047, loss_cls: 1.8111, loss: 1.8111, grad_norm: 15.2030 2020-07-29 23:52:22,189 - mmaction - INFO - Epoch [13][1820/2505] lr: 5.000e-04, eta: 2 days, 12:10:10, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5828, top5_acc: 0.7880, loss_cls: 1.9329, loss: 1.9329, grad_norm: 16.2686 2020-07-29 23:53:00,161 - mmaction - INFO - Epoch [13][1840/2505] lr: 5.000e-04, eta: 2 days, 12:09:18, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.5906, top5_acc: 0.7974, loss_cls: 1.8614, loss: 1.8614, grad_norm: 15.6055 2020-07-29 23:53:38,064 - mmaction - INFO - Epoch [13][1860/2505] lr: 5.000e-04, eta: 2 days, 12:08:22, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.5755, top5_acc: 0.7776, loss_cls: 1.9483, loss: 1.9483, grad_norm: 16.1281 2020-07-29 23:54:15,830 - mmaction - INFO - Epoch [13][1880/2505] lr: 5.000e-04, eta: 2 days, 12:07:18, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5880, top5_acc: 0.7880, loss_cls: 1.9002, loss: 1.9002, grad_norm: 15.9413 2020-07-29 23:54:53,511 - mmaction - INFO - Epoch [13][1900/2505] lr: 5.000e-04, eta: 2 days, 12:06:10, time: 1.884, data_time: 0.001, memory: 8518, top1_acc: 0.6063, top5_acc: 0.8083, loss_cls: 1.7851, loss: 1.7851, grad_norm: 15.8074 2020-07-29 23:55:31,338 - mmaction - INFO - Epoch [13][1920/2505] lr: 5.000e-04, eta: 2 days, 12:05:10, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.7943, loss_cls: 1.8205, loss: 1.8205, grad_norm: 16.5519 2020-07-29 23:56:09,161 - mmaction - INFO - Epoch [13][1940/2505] lr: 5.000e-04, eta: 2 days, 12:04:11, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8120, loss_cls: 1.8404, loss: 1.8404, grad_norm: 15.8715 2020-07-29 23:56:47,105 - mmaction - INFO - Epoch [13][1960/2505] lr: 5.000e-04, eta: 2 days, 12:03:20, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6094, top5_acc: 0.7990, loss_cls: 1.8372, loss: 1.8372, grad_norm: 16.2525 2020-07-29 23:57:25,172 - mmaction - INFO - Epoch [13][1980/2505] lr: 5.000e-04, eta: 2 days, 12:02:35, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6042, top5_acc: 0.8021, loss_cls: 1.8288, loss: 1.8288, grad_norm: 15.8358 2020-07-29 23:58:03,112 - mmaction - INFO - Epoch [13][2000/2505] lr: 5.000e-04, eta: 2 days, 12:01:44, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.5844, top5_acc: 0.7896, loss_cls: 1.8913, loss: 1.8913, grad_norm: 16.4707 2020-07-29 23:58:41,035 - mmaction - INFO - Epoch [13][2020/2505] lr: 5.000e-04, eta: 2 days, 12:00:52, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.5807, top5_acc: 0.7724, loss_cls: 1.9629, loss: 1.9629, grad_norm: 17.5391 2020-07-29 23:59:18,883 - mmaction - INFO - Epoch [13][2040/2505] lr: 5.000e-04, eta: 2 days, 11:59:56, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5953, top5_acc: 0.7896, loss_cls: 1.8852, loss: 1.8852, grad_norm: 15.6957 2020-07-29 23:59:56,866 - mmaction - INFO - Epoch [13][2060/2505] lr: 5.000e-04, eta: 2 days, 11:59:08, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.5932, top5_acc: 0.8042, loss_cls: 1.8791, loss: 1.8791, grad_norm: 16.0891 2020-07-30 00:00:37,919 - mmaction - INFO - Epoch [13][2080/2505] lr: 5.000e-04, eta: 2 days, 12:01:05, time: 2.051, data_time: 0.002, memory: 8518, top1_acc: 0.5943, top5_acc: 0.8047, loss_cls: 1.8489, loss: 1.8489, grad_norm: 15.9575 2020-07-30 00:01:16,036 - mmaction - INFO - Epoch [13][2100/2505] lr: 5.000e-04, eta: 2 days, 12:00:25, time: 1.908, data_time: 0.012, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8151, loss_cls: 1.7728, loss: 1.7728, grad_norm: 15.8236 2020-07-30 00:01:53,787 - mmaction - INFO - Epoch [13][2120/2505] lr: 5.000e-04, eta: 2 days, 11:59:23, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6120, top5_acc: 0.7964, loss_cls: 1.8147, loss: 1.8147, grad_norm: 15.3779 2020-07-30 00:02:31,604 - mmaction - INFO - Epoch [13][2140/2505] lr: 5.000e-04, eta: 2 days, 11:58:25, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.8578, loss: 1.8578, grad_norm: 16.1686 2020-07-30 00:03:09,391 - mmaction - INFO - Epoch [13][2160/2505] lr: 5.000e-04, eta: 2 days, 11:57:27, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6073, top5_acc: 0.7885, loss_cls: 1.8241, loss: 1.8241, grad_norm: 15.7216 2020-07-30 00:03:47,065 - mmaction - INFO - Epoch [13][2180/2505] lr: 5.000e-04, eta: 2 days, 11:56:22, time: 1.883, data_time: 0.001, memory: 8518, top1_acc: 0.5828, top5_acc: 0.8031, loss_cls: 1.8831, loss: 1.8831, grad_norm: 15.8310 2020-07-30 00:04:24,742 - mmaction - INFO - Epoch [13][2200/2505] lr: 5.000e-04, eta: 2 days, 11:55:18, time: 1.884, data_time: 0.001, memory: 8518, top1_acc: 0.5906, top5_acc: 0.7859, loss_cls: 1.8655, loss: 1.8655, grad_norm: 16.1078 2020-07-30 00:05:03,173 - mmaction - INFO - Epoch [13][2220/2505] lr: 5.000e-04, eta: 2 days, 11:54:54, time: 1.922, data_time: 0.001, memory: 8518, top1_acc: 0.5849, top5_acc: 0.7984, loss_cls: 1.8789, loss: 1.8789, grad_norm: 15.7681 2020-07-30 00:05:41,242 - mmaction - INFO - Epoch [13][2240/2505] lr: 5.000e-04, eta: 2 days, 11:54:10, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8068, loss_cls: 1.8265, loss: 1.8265, grad_norm: 15.0709 2020-07-30 00:06:18,946 - mmaction - INFO - Epoch [13][2260/2505] lr: 5.000e-04, eta: 2 days, 11:53:09, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.5979, top5_acc: 0.7984, loss_cls: 1.8438, loss: 1.8438, grad_norm: 16.2232 2020-07-30 00:06:56,918 - mmaction - INFO - Epoch [13][2280/2505] lr: 5.000e-04, eta: 2 days, 11:52:21, time: 1.899, data_time: 0.000, memory: 8518, top1_acc: 0.6042, top5_acc: 0.8073, loss_cls: 1.8342, loss: 1.8342, grad_norm: 15.6756 2020-07-30 00:07:34,711 - mmaction - INFO - Epoch [13][2300/2505] lr: 5.000e-04, eta: 2 days, 11:51:24, time: 1.889, data_time: 0.000, memory: 8518, top1_acc: 0.5885, top5_acc: 0.7990, loss_cls: 1.8288, loss: 1.8288, grad_norm: 16.7279 2020-07-30 00:08:12,521 - mmaction - INFO - Epoch [13][2320/2505] lr: 5.000e-04, eta: 2 days, 11:50:29, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6005, top5_acc: 0.8073, loss_cls: 1.7972, loss: 1.7972, grad_norm: 15.7099 2020-07-30 00:08:50,401 - mmaction - INFO - Epoch [13][2340/2505] lr: 5.000e-04, eta: 2 days, 11:49:37, time: 1.893, data_time: 0.000, memory: 8518, top1_acc: 0.6026, top5_acc: 0.7974, loss_cls: 1.8651, loss: 1.8651, grad_norm: 16.1163 2020-07-30 00:09:28,117 - mmaction - INFO - Epoch [13][2360/2505] lr: 5.000e-04, eta: 2 days, 11:48:38, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.5995, top5_acc: 0.8036, loss_cls: 1.8361, loss: 1.8361, grad_norm: 15.8629 2020-07-30 00:10:05,937 - mmaction - INFO - Epoch [13][2380/2505] lr: 5.000e-04, eta: 2 days, 11:47:44, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5938, top5_acc: 0.7911, loss_cls: 1.8643, loss: 1.8643, grad_norm: 16.2139 2020-07-30 00:10:43,681 - mmaction - INFO - Epoch [13][2400/2505] lr: 5.000e-04, eta: 2 days, 11:46:46, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.7995, loss_cls: 1.8432, loss: 1.8432, grad_norm: 16.0110 2020-07-30 00:11:21,417 - mmaction - INFO - Epoch [13][2420/2505] lr: 5.000e-04, eta: 2 days, 11:45:49, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5979, top5_acc: 0.7979, loss_cls: 1.8329, loss: 1.8329, grad_norm: 16.1112 2020-07-30 00:11:59,272 - mmaction - INFO - Epoch [13][2440/2505] lr: 5.000e-04, eta: 2 days, 11:44:58, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.5859, top5_acc: 0.7937, loss_cls: 1.8868, loss: 1.8868, grad_norm: 16.0645 2020-07-30 00:12:37,033 - mmaction - INFO - Epoch [13][2460/2505] lr: 5.000e-04, eta: 2 days, 11:44:02, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5891, top5_acc: 0.8005, loss_cls: 1.8695, loss: 1.8695, grad_norm: 16.2675 2020-07-30 00:13:14,707 - mmaction - INFO - Epoch [13][2480/2505] lr: 5.000e-04, eta: 2 days, 11:43:03, time: 1.884, data_time: 0.001, memory: 8518, top1_acc: 0.5927, top5_acc: 0.7911, loss_cls: 1.8590, loss: 1.8590, grad_norm: 16.4382 2020-07-30 00:13:52,570 - mmaction - INFO - Epoch [13][2500/2505] lr: 5.000e-04, eta: 2 days, 11:42:12, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6047, top5_acc: 0.7995, loss_cls: 1.8297, loss: 1.8297, grad_norm: 16.5969 2020-07-30 00:16:16,214 - mmaction - INFO - Epoch [14][20/2505] lr: 5.000e-04, eta: 2 days, 12:39:25, time: 6.282, data_time: 3.288, memory: 8518, top1_acc: 0.6073, top5_acc: 0.8078, loss_cls: 1.7943, loss: 1.7943, grad_norm: 16.2120 2020-07-30 00:16:54,581 - mmaction - INFO - Epoch [14][40/2505] lr: 5.000e-04, eta: 2 days, 12:38:30, time: 1.919, data_time: 0.015, memory: 8518, top1_acc: 0.6026, top5_acc: 0.7906, loss_cls: 1.8480, loss: 1.8480, grad_norm: 15.9110 2020-07-30 00:17:32,446 - mmaction - INFO - Epoch [14][60/2505] lr: 5.000e-04, eta: 2 days, 12:37:12, time: 1.893, data_time: 0.002, memory: 8518, top1_acc: 0.5865, top5_acc: 0.7865, loss_cls: 1.9188, loss: 1.9188, grad_norm: 16.5767 2020-07-30 00:18:10,248 - mmaction - INFO - Epoch [14][80/2505] lr: 5.000e-04, eta: 2 days, 12:35:52, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6005, top5_acc: 0.7927, loss_cls: 1.8824, loss: 1.8824, grad_norm: 16.0341 2020-07-30 00:18:48,112 - mmaction - INFO - Epoch [14][100/2505] lr: 5.000e-04, eta: 2 days, 12:34:36, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6089, top5_acc: 0.8104, loss_cls: 1.7787, loss: 1.7787, grad_norm: 16.2615 2020-07-30 00:19:26,224 - mmaction - INFO - Epoch [14][120/2505] lr: 5.000e-04, eta: 2 days, 12:33:31, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.5911, top5_acc: 0.7896, loss_cls: 1.9045, loss: 1.9045, grad_norm: 17.0802 2020-07-30 00:20:04,721 - mmaction - INFO - Epoch [14][140/2505] lr: 5.000e-04, eta: 2 days, 12:32:42, time: 1.925, data_time: 0.001, memory: 8518, top1_acc: 0.5885, top5_acc: 0.7943, loss_cls: 1.8761, loss: 1.8761, grad_norm: 16.5132 2020-07-30 00:20:42,651 - mmaction - INFO - Epoch [14][160/2505] lr: 5.000e-04, eta: 2 days, 12:31:31, time: 1.897, data_time: 0.002, memory: 8518, top1_acc: 0.5932, top5_acc: 0.7995, loss_cls: 1.8341, loss: 1.8341, grad_norm: 15.5759 2020-07-30 00:21:20,466 - mmaction - INFO - Epoch [14][180/2505] lr: 5.000e-04, eta: 2 days, 12:30:14, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8188, loss_cls: 1.7498, loss: 1.7498, grad_norm: 15.4605 2020-07-30 00:21:58,237 - mmaction - INFO - Epoch [14][200/2505] lr: 5.000e-04, eta: 2 days, 12:28:56, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8089, loss_cls: 1.7835, loss: 1.7835, grad_norm: 16.0763 2020-07-30 00:22:36,044 - mmaction - INFO - Epoch [14][220/2505] lr: 5.000e-04, eta: 2 days, 12:27:41, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.5729, top5_acc: 0.7786, loss_cls: 1.9329, loss: 1.9329, grad_norm: 16.4700 2020-07-30 00:23:13,918 - mmaction - INFO - Epoch [14][240/2505] lr: 5.000e-04, eta: 2 days, 12:26:29, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6078, top5_acc: 0.8005, loss_cls: 1.8150, loss: 1.8150, grad_norm: 15.8426 2020-07-30 00:23:51,812 - mmaction - INFO - Epoch [14][260/2505] lr: 5.000e-04, eta: 2 days, 12:25:18, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6042, top5_acc: 0.8078, loss_cls: 1.7917, loss: 1.7917, grad_norm: 15.5825 2020-07-30 00:24:29,671 - mmaction - INFO - Epoch [14][280/2505] lr: 5.000e-04, eta: 2 days, 12:24:06, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8026, loss_cls: 1.7921, loss: 1.7921, grad_norm: 15.6684 2020-07-30 00:25:07,596 - mmaction - INFO - Epoch [14][300/2505] lr: 5.000e-04, eta: 2 days, 12:22:57, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8057, loss_cls: 1.7803, loss: 1.7803, grad_norm: 15.4395 2020-07-30 00:25:45,536 - mmaction - INFO - Epoch [14][320/2505] lr: 5.000e-04, eta: 2 days, 12:21:50, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6115, top5_acc: 0.8031, loss_cls: 1.8163, loss: 1.8163, grad_norm: 15.8260 2020-07-30 00:26:23,460 - mmaction - INFO - Epoch [14][340/2505] lr: 5.000e-04, eta: 2 days, 12:20:42, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.5880, top5_acc: 0.7943, loss_cls: 1.8932, loss: 1.8932, grad_norm: 16.5118 2020-07-30 00:27:01,320 - mmaction - INFO - Epoch [14][360/2505] lr: 5.000e-04, eta: 2 days, 12:19:32, time: 1.893, data_time: 0.000, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8219, loss_cls: 1.7061, loss: 1.7061, grad_norm: 15.8992 2020-07-30 00:27:39,242 - mmaction - INFO - Epoch [14][380/2505] lr: 5.000e-04, eta: 2 days, 12:18:24, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.5990, top5_acc: 0.8115, loss_cls: 1.8452, loss: 1.8452, grad_norm: 16.2918 2020-07-30 00:28:17,158 - mmaction - INFO - Epoch [14][400/2505] lr: 5.000e-04, eta: 2 days, 12:17:17, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8172, loss_cls: 1.7348, loss: 1.7348, grad_norm: 15.5411 2020-07-30 00:28:54,983 - mmaction - INFO - Epoch [14][420/2505] lr: 5.000e-04, eta: 2 days, 12:16:07, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8073, loss_cls: 1.7572, loss: 1.7572, grad_norm: 15.8838 2020-07-30 00:29:32,723 - mmaction - INFO - Epoch [14][440/2505] lr: 5.000e-04, eta: 2 days, 12:14:54, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5885, top5_acc: 0.8083, loss_cls: 1.8122, loss: 1.8122, grad_norm: 16.3421 2020-07-30 00:30:11,758 - mmaction - INFO - Epoch [14][460/2505] lr: 5.000e-04, eta: 2 days, 12:14:30, time: 1.950, data_time: 0.006, memory: 8518, top1_acc: 0.5771, top5_acc: 0.7906, loss_cls: 1.8740, loss: 1.8740, grad_norm: 16.4799 2020-07-30 00:30:49,795 - mmaction - INFO - Epoch [14][480/2505] lr: 5.000e-04, eta: 2 days, 12:13:29, time: 1.903, data_time: 0.010, memory: 8518, top1_acc: 0.6094, top5_acc: 0.7995, loss_cls: 1.8207, loss: 1.8207, grad_norm: 16.5055 2020-07-30 00:31:27,681 - mmaction - INFO - Epoch [14][500/2505] lr: 5.000e-04, eta: 2 days, 12:12:23, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6036, top5_acc: 0.8094, loss_cls: 1.8015, loss: 1.8015, grad_norm: 15.8978 2020-07-30 00:32:05,396 - mmaction - INFO - Epoch [14][520/2505] lr: 5.000e-04, eta: 2 days, 12:11:10, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8167, loss_cls: 1.7641, loss: 1.7641, grad_norm: 15.7786 2020-07-30 00:32:43,125 - mmaction - INFO - Epoch [14][540/2505] lr: 5.000e-04, eta: 2 days, 12:09:59, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8047, loss_cls: 1.8355, loss: 1.8355, grad_norm: 16.3323 2020-07-30 00:33:21,023 - mmaction - INFO - Epoch [14][560/2505] lr: 5.000e-04, eta: 2 days, 12:08:54, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8052, loss_cls: 1.7967, loss: 1.7967, grad_norm: 15.8020 2020-07-30 00:33:58,804 - mmaction - INFO - Epoch [14][580/2505] lr: 5.000e-04, eta: 2 days, 12:07:45, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.5859, top5_acc: 0.8016, loss_cls: 1.8618, loss: 1.8618, grad_norm: 15.6236 2020-07-30 00:34:36,629 - mmaction - INFO - Epoch [14][600/2505] lr: 5.000e-04, eta: 2 days, 12:06:38, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5896, top5_acc: 0.7943, loss_cls: 1.8545, loss: 1.8545, grad_norm: 15.4947 2020-07-30 00:35:14,510 - mmaction - INFO - Epoch [14][620/2505] lr: 5.000e-04, eta: 2 days, 12:05:34, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.7953, loss_cls: 1.8301, loss: 1.8301, grad_norm: 15.2839 2020-07-30 00:35:52,305 - mmaction - INFO - Epoch [14][640/2505] lr: 5.000e-04, eta: 2 days, 12:04:27, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8047, loss_cls: 1.8354, loss: 1.8354, grad_norm: 16.2223 2020-07-30 00:36:30,088 - mmaction - INFO - Epoch [14][660/2505] lr: 5.000e-04, eta: 2 days, 12:03:20, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.5896, top5_acc: 0.7974, loss_cls: 1.8836, loss: 1.8836, grad_norm: 16.3917 2020-07-30 00:37:08,950 - mmaction - INFO - Epoch [14][680/2505] lr: 5.000e-04, eta: 2 days, 12:02:51, time: 1.943, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8057, loss_cls: 1.8074, loss: 1.8074, grad_norm: 16.2283 2020-07-30 00:37:46,924 - mmaction - INFO - Epoch [14][700/2505] lr: 5.000e-04, eta: 2 days, 12:01:51, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6073, top5_acc: 0.8094, loss_cls: 1.7565, loss: 1.7565, grad_norm: 16.3995 2020-07-30 00:38:24,837 - mmaction - INFO - Epoch [14][720/2505] lr: 5.000e-04, eta: 2 days, 12:00:49, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.5953, top5_acc: 0.8120, loss_cls: 1.8295, loss: 1.8295, grad_norm: 16.8237 2020-07-30 00:39:02,652 - mmaction - INFO - Epoch [14][740/2505] lr: 5.000e-04, eta: 2 days, 11:59:44, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5984, top5_acc: 0.8167, loss_cls: 1.8091, loss: 1.8091, grad_norm: 16.3445 2020-07-30 00:39:40,385 - mmaction - INFO - Epoch [14][760/2505] lr: 5.000e-04, eta: 2 days, 11:58:37, time: 1.886, data_time: 0.000, memory: 8518, top1_acc: 0.5859, top5_acc: 0.7922, loss_cls: 1.8720, loss: 1.8720, grad_norm: 15.8676 2020-07-30 00:40:18,531 - mmaction - INFO - Epoch [14][780/2505] lr: 5.000e-04, eta: 2 days, 11:57:44, time: 1.907, data_time: 0.001, memory: 8518, top1_acc: 0.5984, top5_acc: 0.7896, loss_cls: 1.8827, loss: 1.8827, grad_norm: 16.8569 2020-07-30 00:40:56,412 - mmaction - INFO - Epoch [14][800/2505] lr: 5.000e-04, eta: 2 days, 11:56:42, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8068, loss_cls: 1.8023, loss: 1.8023, grad_norm: 16.2822 2020-07-30 00:41:34,147 - mmaction - INFO - Epoch [14][820/2505] lr: 5.000e-04, eta: 2 days, 11:55:35, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5786, top5_acc: 0.7833, loss_cls: 1.9294, loss: 1.9294, grad_norm: 16.8517 2020-07-30 00:42:12,020 - mmaction - INFO - Epoch [14][840/2505] lr: 5.000e-04, eta: 2 days, 11:54:34, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5953, top5_acc: 0.7969, loss_cls: 1.8346, loss: 1.8346, grad_norm: 16.2479 2020-07-30 00:42:49,767 - mmaction - INFO - Epoch [14][860/2505] lr: 5.000e-04, eta: 2 days, 11:53:29, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5901, top5_acc: 0.8047, loss_cls: 1.8452, loss: 1.8452, grad_norm: 15.7422 2020-07-30 00:43:27,474 - mmaction - INFO - Epoch [14][880/2505] lr: 5.000e-04, eta: 2 days, 11:52:22, time: 1.885, data_time: 0.001, memory: 8518, top1_acc: 0.5995, top5_acc: 0.8000, loss_cls: 1.8416, loss: 1.8416, grad_norm: 16.2539 2020-07-30 00:44:05,239 - mmaction - INFO - Epoch [14][900/2505] lr: 5.000e-04, eta: 2 days, 11:51:18, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6010, top5_acc: 0.8057, loss_cls: 1.8164, loss: 1.8164, grad_norm: 16.1454 2020-07-30 00:44:43,077 - mmaction - INFO - Epoch [14][920/2505] lr: 5.000e-04, eta: 2 days, 11:50:17, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6089, top5_acc: 0.8125, loss_cls: 1.7905, loss: 1.7905, grad_norm: 16.4398 2020-07-30 00:45:20,819 - mmaction - INFO - Epoch [14][940/2505] lr: 5.000e-04, eta: 2 days, 11:49:12, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8047, loss_cls: 1.8067, loss: 1.8067, grad_norm: 16.1660 2020-07-30 00:45:58,639 - mmaction - INFO - Epoch [14][960/2505] lr: 5.000e-04, eta: 2 days, 11:48:11, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5896, top5_acc: 0.7979, loss_cls: 1.8765, loss: 1.8765, grad_norm: 16.2231 2020-07-30 00:46:36,378 - mmaction - INFO - Epoch [14][980/2505] lr: 5.000e-04, eta: 2 days, 11:47:07, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5958, top5_acc: 0.7979, loss_cls: 1.8234, loss: 1.8234, grad_norm: 16.0861 2020-07-30 00:47:14,257 - mmaction - INFO - Epoch [14][1000/2505] lr: 5.000e-04, eta: 2 days, 11:46:08, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5990, top5_acc: 0.8026, loss_cls: 1.8181, loss: 1.8181, grad_norm: 16.5277 2020-07-30 00:47:52,081 - mmaction - INFO - Epoch [14][1020/2505] lr: 5.000e-04, eta: 2 days, 11:45:08, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5927, top5_acc: 0.7922, loss_cls: 1.8568, loss: 1.8568, grad_norm: 16.4761 2020-07-30 00:48:29,965 - mmaction - INFO - Epoch [14][1040/2505] lr: 5.000e-04, eta: 2 days, 11:44:10, time: 1.895, data_time: 0.002, memory: 8518, top1_acc: 0.5995, top5_acc: 0.7990, loss_cls: 1.8426, loss: 1.8426, grad_norm: 16.3565 2020-07-30 00:49:07,873 - mmaction - INFO - Epoch [14][1060/2505] lr: 5.000e-04, eta: 2 days, 11:43:12, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.7995, loss_cls: 1.7859, loss: 1.7859, grad_norm: 15.7996 2020-07-30 00:49:45,712 - mmaction - INFO - Epoch [14][1080/2505] lr: 5.000e-04, eta: 2 days, 11:42:13, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6240, top5_acc: 0.8125, loss_cls: 1.7304, loss: 1.7304, grad_norm: 15.7296 2020-07-30 00:50:23,471 - mmaction - INFO - Epoch [14][1100/2505] lr: 5.000e-04, eta: 2 days, 11:41:11, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5969, top5_acc: 0.7917, loss_cls: 1.8574, loss: 1.8574, grad_norm: 16.3347 2020-07-30 00:51:01,287 - mmaction - INFO - Epoch [14][1120/2505] lr: 5.000e-04, eta: 2 days, 11:40:12, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5859, top5_acc: 0.7990, loss_cls: 1.8905, loss: 1.8905, grad_norm: 16.6448 2020-07-30 00:51:39,169 - mmaction - INFO - Epoch [14][1140/2505] lr: 5.000e-04, eta: 2 days, 11:39:14, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5953, top5_acc: 0.7922, loss_cls: 1.8447, loss: 1.8447, grad_norm: 15.9277 2020-07-30 00:52:17,124 - mmaction - INFO - Epoch [14][1160/2505] lr: 5.000e-04, eta: 2 days, 11:38:20, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.5740, top5_acc: 0.7807, loss_cls: 1.9220, loss: 1.9220, grad_norm: 16.7584 2020-07-30 00:52:55,002 - mmaction - INFO - Epoch [14][1180/2505] lr: 5.000e-04, eta: 2 days, 11:37:23, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5891, top5_acc: 0.7802, loss_cls: 1.8976, loss: 1.8976, grad_norm: 16.8831 2020-07-30 00:53:32,871 - mmaction - INFO - Epoch [14][1200/2505] lr: 5.000e-04, eta: 2 days, 11:36:26, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6000, top5_acc: 0.8036, loss_cls: 1.8254, loss: 1.8254, grad_norm: 16.3835 2020-07-30 00:54:10,882 - mmaction - INFO - Epoch [14][1220/2505] lr: 5.000e-04, eta: 2 days, 11:35:33, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.5990, top5_acc: 0.8099, loss_cls: 1.8026, loss: 1.8026, grad_norm: 16.7044 2020-07-30 00:54:48,642 - mmaction - INFO - Epoch [14][1240/2505] lr: 5.000e-04, eta: 2 days, 11:34:33, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8057, loss_cls: 1.7736, loss: 1.7736, grad_norm: 16.3359 2020-07-30 00:55:26,485 - mmaction - INFO - Epoch [14][1260/2505] lr: 5.000e-04, eta: 2 days, 11:33:36, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6036, top5_acc: 0.8062, loss_cls: 1.7536, loss: 1.7536, grad_norm: 15.7495 2020-07-30 00:56:04,291 - mmaction - INFO - Epoch [14][1280/2505] lr: 5.000e-04, eta: 2 days, 11:32:38, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8005, loss_cls: 1.7879, loss: 1.7879, grad_norm: 16.6665 2020-07-30 00:56:42,124 - mmaction - INFO - Epoch [14][1300/2505] lr: 5.000e-04, eta: 2 days, 11:31:41, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5969, top5_acc: 0.7958, loss_cls: 1.8415, loss: 1.8415, grad_norm: 15.9941 2020-07-30 00:57:19,836 - mmaction - INFO - Epoch [14][1320/2505] lr: 5.000e-04, eta: 2 days, 11:30:40, time: 1.885, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.7979, loss_cls: 1.7927, loss: 1.7927, grad_norm: 15.7179 2020-07-30 00:57:57,623 - mmaction - INFO - Epoch [14][1340/2505] lr: 5.000e-04, eta: 2 days, 11:29:42, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.7948, loss_cls: 1.8308, loss: 1.8308, grad_norm: 15.7749 2020-07-30 00:58:35,529 - mmaction - INFO - Epoch [14][1360/2505] lr: 5.000e-04, eta: 2 days, 11:28:48, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.5974, top5_acc: 0.8068, loss_cls: 1.8381, loss: 1.8381, grad_norm: 16.2963 2020-07-30 00:59:13,463 - mmaction - INFO - Epoch [14][1380/2505] lr: 5.000e-04, eta: 2 days, 11:27:55, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.5932, top5_acc: 0.7922, loss_cls: 1.8587, loss: 1.8587, grad_norm: 16.1126 2020-07-30 00:59:51,299 - mmaction - INFO - Epoch [14][1400/2505] lr: 5.000e-04, eta: 2 days, 11:26:58, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6031, top5_acc: 0.8115, loss_cls: 1.7815, loss: 1.7815, grad_norm: 16.0336 2020-07-30 01:00:33,528 - mmaction - INFO - Epoch [14][1420/2505] lr: 5.000e-04, eta: 2 days, 11:28:07, time: 2.111, data_time: 0.003, memory: 8518, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8081, loss: 1.8081, grad_norm: 16.8078 2020-07-30 01:01:11,586 - mmaction - INFO - Epoch [14][1440/2505] lr: 5.000e-04, eta: 2 days, 11:27:17, time: 1.904, data_time: 0.011, memory: 8518, top1_acc: 0.5943, top5_acc: 0.7917, loss_cls: 1.8578, loss: 1.8578, grad_norm: 16.4025 2020-07-30 01:01:49,321 - mmaction - INFO - Epoch [14][1460/2505] lr: 5.000e-04, eta: 2 days, 11:26:18, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5896, top5_acc: 0.7818, loss_cls: 1.8797, loss: 1.8797, grad_norm: 16.0906 2020-07-30 01:02:27,198 - mmaction - INFO - Epoch [14][1480/2505] lr: 5.000e-04, eta: 2 days, 11:25:23, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5911, top5_acc: 0.7990, loss_cls: 1.8669, loss: 1.8669, grad_norm: 17.1447 2020-07-30 01:03:05,502 - mmaction - INFO - Epoch [14][1500/2505] lr: 5.000e-04, eta: 2 days, 11:24:41, time: 1.915, data_time: 0.001, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8052, loss_cls: 1.8003, loss: 1.8003, grad_norm: 15.4035 2020-07-30 01:03:43,544 - mmaction - INFO - Epoch [14][1520/2505] lr: 5.000e-04, eta: 2 days, 11:23:51, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.5828, top5_acc: 0.7958, loss_cls: 1.8542, loss: 1.8542, grad_norm: 16.1351 2020-07-30 01:04:21,248 - mmaction - INFO - Epoch [14][1540/2505] lr: 5.000e-04, eta: 2 days, 11:22:51, time: 1.885, data_time: 0.002, memory: 8518, top1_acc: 0.5958, top5_acc: 0.7995, loss_cls: 1.8198, loss: 1.8198, grad_norm: 15.8901 2020-07-30 01:04:59,019 - mmaction - INFO - Epoch [14][1560/2505] lr: 5.000e-04, eta: 2 days, 11:21:55, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.5891, top5_acc: 0.7974, loss_cls: 1.8261, loss: 1.8261, grad_norm: 16.0566 2020-07-30 01:05:38,755 - mmaction - INFO - Epoch [14][1580/2505] lr: 5.000e-04, eta: 2 days, 11:21:49, time: 1.984, data_time: 0.001, memory: 8518, top1_acc: 0.5984, top5_acc: 0.8010, loss_cls: 1.8008, loss: 1.8008, grad_norm: 16.5752 2020-07-30 01:06:16,730 - mmaction - INFO - Epoch [14][1600/2505] lr: 5.000e-04, eta: 2 days, 11:20:59, time: 1.901, data_time: 0.008, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8161, loss_cls: 1.7728, loss: 1.7728, grad_norm: 16.5298 2020-07-30 01:06:54,417 - mmaction - INFO - Epoch [14][1620/2505] lr: 5.000e-04, eta: 2 days, 11:20:00, time: 1.884, data_time: 0.001, memory: 8518, top1_acc: 0.5958, top5_acc: 0.7958, loss_cls: 1.8887, loss: 1.8887, grad_norm: 16.6064 2020-07-30 01:07:32,278 - mmaction - INFO - Epoch [14][1640/2505] lr: 5.000e-04, eta: 2 days, 11:19:06, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8089, loss_cls: 1.7747, loss: 1.7747, grad_norm: 16.4177 2020-07-30 01:08:10,012 - mmaction - INFO - Epoch [14][1660/2505] lr: 5.000e-04, eta: 2 days, 11:18:09, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8042, loss_cls: 1.8318, loss: 1.8318, grad_norm: 16.9959 2020-07-30 01:08:47,640 - mmaction - INFO - Epoch [14][1680/2505] lr: 5.000e-04, eta: 2 days, 11:17:08, time: 1.881, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8083, loss_cls: 1.7794, loss: 1.7794, grad_norm: 16.3742 2020-07-30 01:09:25,538 - mmaction - INFO - Epoch [14][1700/2505] lr: 5.000e-04, eta: 2 days, 11:16:16, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6036, top5_acc: 0.7922, loss_cls: 1.8207, loss: 1.8207, grad_norm: 16.2371 2020-07-30 01:10:03,366 - mmaction - INFO - Epoch [14][1720/2505] lr: 5.000e-04, eta: 2 days, 11:15:21, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5969, top5_acc: 0.7974, loss_cls: 1.8442, loss: 1.8442, grad_norm: 16.2707 2020-07-30 01:10:41,189 - mmaction - INFO - Epoch [14][1740/2505] lr: 5.000e-04, eta: 2 days, 11:14:27, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6016, top5_acc: 0.7948, loss_cls: 1.8541, loss: 1.8541, grad_norm: 16.7072 2020-07-30 01:11:18,778 - mmaction - INFO - Epoch [14][1760/2505] lr: 5.000e-04, eta: 2 days, 11:13:26, time: 1.879, data_time: 0.001, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8120, loss_cls: 1.7843, loss: 1.7843, grad_norm: 16.3698 2020-07-30 01:11:56,516 - mmaction - INFO - Epoch [14][1780/2505] lr: 5.000e-04, eta: 2 days, 11:12:30, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8188, loss_cls: 1.7283, loss: 1.7283, grad_norm: 16.3725 2020-07-30 01:12:34,229 - mmaction - INFO - Epoch [14][1800/2505] lr: 5.000e-04, eta: 2 days, 11:11:33, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6104, top5_acc: 0.8089, loss_cls: 1.7540, loss: 1.7540, grad_norm: 16.3549 2020-07-30 01:13:11,952 - mmaction - INFO - Epoch [14][1820/2505] lr: 5.000e-04, eta: 2 days, 11:10:37, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.7984, loss_cls: 1.7877, loss: 1.7877, grad_norm: 16.4523 2020-07-30 01:13:49,682 - mmaction - INFO - Epoch [14][1840/2505] lr: 5.000e-04, eta: 2 days, 11:09:41, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6073, top5_acc: 0.8010, loss_cls: 1.8189, loss: 1.8189, grad_norm: 16.4439 2020-07-30 01:14:27,445 - mmaction - INFO - Epoch [14][1860/2505] lr: 5.000e-04, eta: 2 days, 11:08:46, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5974, top5_acc: 0.7974, loss_cls: 1.8183, loss: 1.8183, grad_norm: 15.8965 2020-07-30 01:15:05,398 - mmaction - INFO - Epoch [14][1880/2505] lr: 5.000e-04, eta: 2 days, 11:07:56, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.5927, top5_acc: 0.7943, loss_cls: 1.8374, loss: 1.8374, grad_norm: 16.6798 2020-07-30 01:15:43,137 - mmaction - INFO - Epoch [14][1900/2505] lr: 5.000e-04, eta: 2 days, 11:07:01, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6057, top5_acc: 0.8031, loss_cls: 1.8015, loss: 1.8015, grad_norm: 16.0533 2020-07-30 01:16:20,921 - mmaction - INFO - Epoch [14][1920/2505] lr: 5.000e-04, eta: 2 days, 11:06:07, time: 1.889, data_time: 0.000, memory: 8518, top1_acc: 0.5979, top5_acc: 0.7964, loss_cls: 1.8525, loss: 1.8525, grad_norm: 16.2457 2020-07-30 01:16:58,656 - mmaction - INFO - Epoch [14][1940/2505] lr: 5.000e-04, eta: 2 days, 11:05:12, time: 1.886, data_time: 0.000, memory: 8518, top1_acc: 0.5943, top5_acc: 0.7844, loss_cls: 1.8712, loss: 1.8712, grad_norm: 16.8963 2020-07-30 01:17:36,421 - mmaction - INFO - Epoch [14][1960/2505] lr: 5.000e-04, eta: 2 days, 11:04:17, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5938, top5_acc: 0.7979, loss_cls: 1.9055, loss: 1.9055, grad_norm: 16.4708 2020-07-30 01:18:14,139 - mmaction - INFO - Epoch [14][1980/2505] lr: 5.000e-04, eta: 2 days, 11:03:22, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6115, top5_acc: 0.8068, loss_cls: 1.7843, loss: 1.7843, grad_norm: 16.1003 2020-07-30 01:18:51,890 - mmaction - INFO - Epoch [14][2000/2505] lr: 5.000e-04, eta: 2 days, 11:02:28, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5839, top5_acc: 0.7896, loss_cls: 1.9057, loss: 1.9057, grad_norm: 16.5254 2020-07-30 01:19:29,768 - mmaction - INFO - Epoch [14][2020/2505] lr: 5.000e-04, eta: 2 days, 11:01:37, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6010, top5_acc: 0.7974, loss_cls: 1.8371, loss: 1.8371, grad_norm: 15.5223 2020-07-30 01:20:07,731 - mmaction - INFO - Epoch [14][2040/2505] lr: 5.000e-04, eta: 2 days, 11:00:48, time: 1.898, data_time: 0.000, memory: 8518, top1_acc: 0.5901, top5_acc: 0.7812, loss_cls: 1.8944, loss: 1.8944, grad_norm: 15.9692 2020-07-30 01:20:45,533 - mmaction - INFO - Epoch [14][2060/2505] lr: 5.000e-04, eta: 2 days, 10:59:56, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8005, loss_cls: 1.8005, loss: 1.8005, grad_norm: 15.9618 2020-07-30 01:21:23,388 - mmaction - INFO - Epoch [14][2080/2505] lr: 5.000e-04, eta: 2 days, 10:59:05, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.8156, loss_cls: 1.7345, loss: 1.7345, grad_norm: 15.7708 2020-07-30 01:22:01,149 - mmaction - INFO - Epoch [14][2100/2505] lr: 5.000e-04, eta: 2 days, 10:58:11, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5880, top5_acc: 0.8021, loss_cls: 1.8497, loss: 1.8497, grad_norm: 16.6998 2020-07-30 01:22:39,012 - mmaction - INFO - Epoch [14][2120/2505] lr: 5.000e-04, eta: 2 days, 10:57:20, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6016, top5_acc: 0.7990, loss_cls: 1.8582, loss: 1.8582, grad_norm: 16.2824 2020-07-30 01:23:16,898 - mmaction - INFO - Epoch [14][2140/2505] lr: 5.000e-04, eta: 2 days, 10:56:30, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5927, top5_acc: 0.8000, loss_cls: 1.8510, loss: 1.8510, grad_norm: 16.4626 2020-07-30 01:23:54,853 - mmaction - INFO - Epoch [14][2160/2505] lr: 5.000e-04, eta: 2 days, 10:55:42, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6005, top5_acc: 0.7943, loss_cls: 1.8816, loss: 1.8816, grad_norm: 16.1593 2020-07-30 01:24:32,726 - mmaction - INFO - Epoch [14][2180/2505] lr: 5.000e-04, eta: 2 days, 10:54:52, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5974, top5_acc: 0.8047, loss_cls: 1.8135, loss: 1.8135, grad_norm: 16.6650 2020-07-30 01:25:10,483 - mmaction - INFO - Epoch [14][2200/2505] lr: 5.000e-04, eta: 2 days, 10:53:59, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8068, loss_cls: 1.7435, loss: 1.7435, grad_norm: 15.8960 2020-07-30 01:25:48,317 - mmaction - INFO - Epoch [14][2220/2505] lr: 5.000e-04, eta: 2 days, 10:53:08, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6089, top5_acc: 0.8047, loss_cls: 1.7977, loss: 1.7977, grad_norm: 15.9831 2020-07-30 01:26:26,237 - mmaction - INFO - Epoch [14][2240/2505] lr: 5.000e-04, eta: 2 days, 10:52:19, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8036, loss_cls: 1.7627, loss: 1.7627, grad_norm: 15.9303 2020-07-30 01:27:04,111 - mmaction - INFO - Epoch [14][2260/2505] lr: 5.000e-04, eta: 2 days, 10:51:30, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5979, top5_acc: 0.7927, loss_cls: 1.8643, loss: 1.8643, grad_norm: 16.0593 2020-07-30 01:27:41,899 - mmaction - INFO - Epoch [14][2280/2505] lr: 5.000e-04, eta: 2 days, 10:50:38, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6016, top5_acc: 0.8026, loss_cls: 1.8150, loss: 1.8150, grad_norm: 15.9779 2020-07-30 01:28:19,756 - mmaction - INFO - Epoch [14][2300/2505] lr: 5.000e-04, eta: 2 days, 10:49:48, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.8016, loss_cls: 1.8510, loss: 1.8510, grad_norm: 15.9612 2020-07-30 01:28:57,599 - mmaction - INFO - Epoch [14][2320/2505] lr: 5.000e-04, eta: 2 days, 10:48:58, time: 1.892, data_time: 0.000, memory: 8518, top1_acc: 0.5938, top5_acc: 0.7922, loss_cls: 1.8390, loss: 1.8390, grad_norm: 16.3451 2020-07-30 01:29:35,488 - mmaction - INFO - Epoch [14][2340/2505] lr: 5.000e-04, eta: 2 days, 10:48:09, time: 1.894, data_time: 0.000, memory: 8518, top1_acc: 0.5875, top5_acc: 0.7927, loss_cls: 1.9028, loss: 1.9028, grad_norm: 15.9365 2020-07-30 01:30:13,238 - mmaction - INFO - Epoch [14][2360/2505] lr: 5.000e-04, eta: 2 days, 10:47:17, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8052, loss_cls: 1.7942, loss: 1.7942, grad_norm: 15.9848 2020-07-30 01:30:51,128 - mmaction - INFO - Epoch [14][2380/2505] lr: 5.000e-04, eta: 2 days, 10:46:28, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6010, top5_acc: 0.7917, loss_cls: 1.8299, loss: 1.8299, grad_norm: 16.1732 2020-07-30 01:31:30,400 - mmaction - INFO - Epoch [14][2400/2505] lr: 5.000e-04, eta: 2 days, 10:46:10, time: 1.963, data_time: 0.001, memory: 8518, top1_acc: 0.5771, top5_acc: 0.7880, loss_cls: 1.8913, loss: 1.8913, grad_norm: 16.7164 2020-07-30 01:32:08,361 - mmaction - INFO - Epoch [14][2420/2505] lr: 5.000e-04, eta: 2 days, 10:45:23, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.5964, top5_acc: 0.7990, loss_cls: 1.8252, loss: 1.8252, grad_norm: 16.6079 2020-07-30 01:32:46,185 - mmaction - INFO - Epoch [14][2440/2505] lr: 5.000e-04, eta: 2 days, 10:44:33, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6047, top5_acc: 0.8031, loss_cls: 1.8083, loss: 1.8083, grad_norm: 16.0921 2020-07-30 01:33:24,092 - mmaction - INFO - Epoch [14][2460/2505] lr: 5.000e-04, eta: 2 days, 10:43:45, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.5875, top5_acc: 0.7984, loss_cls: 1.8752, loss: 1.8752, grad_norm: 16.7951 2020-07-30 01:34:02,003 - mmaction - INFO - Epoch [14][2480/2505] lr: 5.000e-04, eta: 2 days, 10:42:57, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.8182, loss: 1.8182, grad_norm: 16.3975 2020-07-30 01:34:39,818 - mmaction - INFO - Epoch [14][2500/2505] lr: 5.000e-04, eta: 2 days, 10:42:07, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6073, top5_acc: 0.8068, loss_cls: 1.8081, loss: 1.8081, grad_norm: 16.5349 2020-07-30 01:34:57,724 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-07-30 01:36:46,105 - mmaction - INFO - Epoch [15][20/2505] lr: 5.000e-04, eta: 2 days, 11:03:10, time: 5.390, data_time: 3.287, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8083, loss_cls: 1.8063, loss: 1.8063, grad_norm: 15.9619 2020-07-30 01:37:24,487 - mmaction - INFO - Epoch [15][40/2505] lr: 5.000e-04, eta: 2 days, 11:02:27, time: 1.919, data_time: 0.018, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8016, loss_cls: 1.8387, loss: 1.8387, grad_norm: 16.3134 2020-07-30 01:38:02,611 - mmaction - INFO - Epoch [15][60/2505] lr: 5.000e-04, eta: 2 days, 11:01:39, time: 1.906, data_time: 0.003, memory: 8518, top1_acc: 0.5906, top5_acc: 0.8021, loss_cls: 1.8508, loss: 1.8508, grad_norm: 16.5587 2020-07-30 01:38:40,700 - mmaction - INFO - Epoch [15][80/2505] lr: 5.000e-04, eta: 2 days, 11:00:49, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6031, top5_acc: 0.7969, loss_cls: 1.8710, loss: 1.8710, grad_norm: 17.0019 2020-07-30 01:39:18,631 - mmaction - INFO - Epoch [15][100/2505] lr: 5.000e-04, eta: 2 days, 10:59:57, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8161, loss_cls: 1.7185, loss: 1.7185, grad_norm: 15.6491 2020-07-30 01:39:56,497 - mmaction - INFO - Epoch [15][120/2505] lr: 5.000e-04, eta: 2 days, 10:59:03, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.8104, loss_cls: 1.7968, loss: 1.7968, grad_norm: 16.0905 2020-07-30 01:40:34,737 - mmaction - INFO - Epoch [15][140/2505] lr: 5.000e-04, eta: 2 days, 10:58:17, time: 1.912, data_time: 0.000, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8073, loss_cls: 1.7804, loss: 1.7804, grad_norm: 16.2373 2020-07-30 01:41:13,237 - mmaction - INFO - Epoch [15][160/2505] lr: 5.000e-04, eta: 2 days, 10:57:37, time: 1.924, data_time: 0.012, memory: 8518, top1_acc: 0.5990, top5_acc: 0.8099, loss_cls: 1.7890, loss: 1.7890, grad_norm: 15.7772 2020-07-30 01:41:51,101 - mmaction - INFO - Epoch [15][180/2505] lr: 5.000e-04, eta: 2 days, 10:56:44, time: 1.894, data_time: 0.002, memory: 8518, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7987, loss: 1.7987, grad_norm: 15.9519 2020-07-30 01:42:28,905 - mmaction - INFO - Epoch [15][200/2505] lr: 5.000e-04, eta: 2 days, 10:55:49, time: 1.890, data_time: 0.000, memory: 8518, top1_acc: 0.5943, top5_acc: 0.8016, loss_cls: 1.8300, loss: 1.8300, grad_norm: 16.7769 2020-07-30 01:43:06,776 - mmaction - INFO - Epoch [15][220/2505] lr: 5.000e-04, eta: 2 days, 10:54:56, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5984, top5_acc: 0.8062, loss_cls: 1.8319, loss: 1.8319, grad_norm: 16.7123 2020-07-30 01:43:44,564 - mmaction - INFO - Epoch [15][240/2505] lr: 5.000e-04, eta: 2 days, 10:54:01, time: 1.889, data_time: 0.000, memory: 8518, top1_acc: 0.5969, top5_acc: 0.8021, loss_cls: 1.7848, loss: 1.7848, grad_norm: 16.5325 2020-07-30 01:44:22,369 - mmaction - INFO - Epoch [15][260/2505] lr: 5.000e-04, eta: 2 days, 10:53:07, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8031, loss_cls: 1.7849, loss: 1.7849, grad_norm: 16.0035 2020-07-30 01:45:00,084 - mmaction - INFO - Epoch [15][280/2505] lr: 5.000e-04, eta: 2 days, 10:52:11, time: 1.885, data_time: 0.000, memory: 8518, top1_acc: 0.6016, top5_acc: 0.8042, loss_cls: 1.8407, loss: 1.8407, grad_norm: 16.5382 2020-07-30 01:45:38,750 - mmaction - INFO - Epoch [15][300/2505] lr: 5.000e-04, eta: 2 days, 10:51:34, time: 1.933, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8010, loss_cls: 1.7385, loss: 1.7385, grad_norm: 16.0256 2020-07-30 01:46:16,695 - mmaction - INFO - Epoch [15][320/2505] lr: 5.000e-04, eta: 2 days, 10:50:43, time: 1.898, data_time: 0.005, memory: 8518, top1_acc: 0.6057, top5_acc: 0.7937, loss_cls: 1.8503, loss: 1.8503, grad_norm: 15.9296 2020-07-30 01:46:54,481 - mmaction - INFO - Epoch [15][340/2505] lr: 5.000e-04, eta: 2 days, 10:49:49, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6073, top5_acc: 0.8063, loss_cls: 1.8081, loss: 1.8081, grad_norm: 15.7597 2020-07-30 01:47:32,251 - mmaction - INFO - Epoch [15][360/2505] lr: 5.000e-04, eta: 2 days, 10:48:54, time: 1.888, data_time: 0.000, memory: 8518, top1_acc: 0.5911, top5_acc: 0.7953, loss_cls: 1.8565, loss: 1.8565, grad_norm: 15.9359 2020-07-30 01:48:10,025 - mmaction - INFO - Epoch [15][380/2505] lr: 5.000e-04, eta: 2 days, 10:48:00, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8031, loss_cls: 1.7960, loss: 1.7960, grad_norm: 15.9867 2020-07-30 01:48:47,829 - mmaction - INFO - Epoch [15][400/2505] lr: 5.000e-04, eta: 2 days, 10:47:07, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8125, loss_cls: 1.7645, loss: 1.7645, grad_norm: 16.2667 2020-07-30 01:49:25,754 - mmaction - INFO - Epoch [15][420/2505] lr: 5.000e-04, eta: 2 days, 10:46:16, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.6010, top5_acc: 0.7927, loss_cls: 1.8064, loss: 1.8064, grad_norm: 16.2793 2020-07-30 01:50:03,776 - mmaction - INFO - Epoch [15][440/2505] lr: 5.000e-04, eta: 2 days, 10:45:27, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8135, loss_cls: 1.7282, loss: 1.7282, grad_norm: 15.9488 2020-07-30 01:50:41,669 - mmaction - INFO - Epoch [15][460/2505] lr: 5.000e-04, eta: 2 days, 10:44:35, time: 1.896, data_time: 0.005, memory: 8518, top1_acc: 0.5953, top5_acc: 0.7906, loss_cls: 1.8423, loss: 1.8423, grad_norm: 16.0195 2020-07-30 01:51:19,470 - mmaction - INFO - Epoch [15][480/2505] lr: 5.000e-04, eta: 2 days, 10:43:42, time: 1.889, data_time: 0.000, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8120, loss_cls: 1.7613, loss: 1.7613, grad_norm: 15.3116 2020-07-30 01:51:57,408 - mmaction - INFO - Epoch [15][500/2505] lr: 5.000e-04, eta: 2 days, 10:42:52, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.5917, top5_acc: 0.7896, loss_cls: 1.8589, loss: 1.8589, grad_norm: 16.9269 2020-07-30 01:52:35,360 - mmaction - INFO - Epoch [15][520/2505] lr: 5.000e-04, eta: 2 days, 10:42:02, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6151, top5_acc: 0.8052, loss_cls: 1.7989, loss: 1.7989, grad_norm: 16.2898 2020-07-30 01:53:13,228 - mmaction - INFO - Epoch [15][540/2505] lr: 5.000e-04, eta: 2 days, 10:41:10, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5995, top5_acc: 0.8010, loss_cls: 1.8211, loss: 1.8211, grad_norm: 17.1861 2020-07-30 01:53:51,069 - mmaction - INFO - Epoch [15][560/2505] lr: 5.000e-04, eta: 2 days, 10:40:18, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5708, top5_acc: 0.7760, loss_cls: 1.9509, loss: 1.9509, grad_norm: 18.0798 2020-07-30 01:54:28,861 - mmaction - INFO - Epoch [15][580/2505] lr: 5.000e-04, eta: 2 days, 10:39:25, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6036, top5_acc: 0.8104, loss_cls: 1.7747, loss: 1.7747, grad_norm: 16.7141 2020-07-30 01:55:06,994 - mmaction - INFO - Epoch [15][600/2505] lr: 5.000e-04, eta: 2 days, 10:38:39, time: 1.907, data_time: 0.001, memory: 8518, top1_acc: 0.5880, top5_acc: 0.8130, loss_cls: 1.8242, loss: 1.8242, grad_norm: 16.9811 2020-07-30 01:55:44,839 - mmaction - INFO - Epoch [15][620/2505] lr: 5.000e-04, eta: 2 days, 10:37:48, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6146, top5_acc: 0.8073, loss_cls: 1.7849, loss: 1.7849, grad_norm: 16.7566 2020-07-30 01:56:22,681 - mmaction - INFO - Epoch [15][640/2505] lr: 5.000e-04, eta: 2 days, 10:36:56, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8031, loss_cls: 1.7473, loss: 1.7473, grad_norm: 15.8286 2020-07-30 01:57:00,702 - mmaction - INFO - Epoch [15][660/2505] lr: 5.000e-04, eta: 2 days, 10:36:08, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6005, top5_acc: 0.7979, loss_cls: 1.8396, loss: 1.8396, grad_norm: 16.0807 2020-07-30 01:57:38,507 - mmaction - INFO - Epoch [15][680/2505] lr: 5.000e-04, eta: 2 days, 10:35:16, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.5911, top5_acc: 0.7828, loss_cls: 1.8937, loss: 1.8937, grad_norm: 16.2906 2020-07-30 01:58:16,357 - mmaction - INFO - Epoch [15][700/2505] lr: 5.000e-04, eta: 2 days, 10:34:25, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6016, top5_acc: 0.7953, loss_cls: 1.7996, loss: 1.7996, grad_norm: 16.0488 2020-07-30 01:58:54,093 - mmaction - INFO - Epoch [15][720/2505] lr: 5.000e-04, eta: 2 days, 10:33:31, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.5943, top5_acc: 0.7932, loss_cls: 1.8837, loss: 1.8837, grad_norm: 16.1568 2020-07-30 01:59:32,119 - mmaction - INFO - Epoch [15][740/2505] lr: 5.000e-04, eta: 2 days, 10:32:44, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8026, loss_cls: 1.7824, loss: 1.7824, grad_norm: 16.2724 2020-07-30 02:00:14,422 - mmaction - INFO - Epoch [15][760/2505] lr: 5.000e-04, eta: 2 days, 10:33:17, time: 2.115, data_time: 0.003, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8177, loss_cls: 1.7868, loss: 1.7868, grad_norm: 16.6255 2020-07-30 02:00:52,577 - mmaction - INFO - Epoch [15][780/2505] lr: 5.000e-04, eta: 2 days, 10:32:32, time: 1.908, data_time: 0.011, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8094, loss_cls: 1.7576, loss: 1.7576, grad_norm: 16.8124 2020-07-30 02:01:30,574 - mmaction - INFO - Epoch [15][800/2505] lr: 5.000e-04, eta: 2 days, 10:31:44, time: 1.900, data_time: 0.002, memory: 8518, top1_acc: 0.6063, top5_acc: 0.7964, loss_cls: 1.8425, loss: 1.8425, grad_norm: 15.8192 2020-07-30 02:02:08,506 - mmaction - INFO - Epoch [15][820/2505] lr: 5.000e-04, eta: 2 days, 10:30:54, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.5948, top5_acc: 0.7906, loss_cls: 1.8681, loss: 1.8681, grad_norm: 16.5869 2020-07-30 02:02:46,442 - mmaction - INFO - Epoch [15][840/2505] lr: 5.000e-04, eta: 2 days, 10:30:05, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6031, top5_acc: 0.7927, loss_cls: 1.8344, loss: 1.8344, grad_norm: 16.4438 2020-07-30 02:03:24,334 - mmaction - INFO - Epoch [15][860/2505] lr: 5.000e-04, eta: 2 days, 10:29:15, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8021, loss_cls: 1.7780, loss: 1.7780, grad_norm: 15.8000 2020-07-30 02:04:02,161 - mmaction - INFO - Epoch [15][880/2505] lr: 5.000e-04, eta: 2 days, 10:28:24, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8146, loss_cls: 1.7327, loss: 1.7327, grad_norm: 15.6378 2020-07-30 02:04:40,024 - mmaction - INFO - Epoch [15][900/2505] lr: 5.000e-04, eta: 2 days, 10:27:34, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.8104, loss_cls: 1.7888, loss: 1.7888, grad_norm: 16.3684 2020-07-30 02:05:18,353 - mmaction - INFO - Epoch [15][920/2505] lr: 5.000e-04, eta: 2 days, 10:26:52, time: 1.916, data_time: 0.001, memory: 8518, top1_acc: 0.5990, top5_acc: 0.7964, loss_cls: 1.8033, loss: 1.8033, grad_norm: 16.3966 2020-07-30 02:05:56,281 - mmaction - INFO - Epoch [15][940/2505] lr: 5.000e-04, eta: 2 days, 10:26:03, time: 1.897, data_time: 0.007, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8203, loss_cls: 1.7569, loss: 1.7569, grad_norm: 15.9955 2020-07-30 02:06:34,172 - mmaction - INFO - Epoch [15][960/2505] lr: 5.000e-04, eta: 2 days, 10:25:13, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8042, loss_cls: 1.7900, loss: 1.7900, grad_norm: 16.1122 2020-07-30 02:07:12,010 - mmaction - INFO - Epoch [15][980/2505] lr: 5.000e-04, eta: 2 days, 10:24:23, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5969, top5_acc: 0.8021, loss_cls: 1.7966, loss: 1.7966, grad_norm: 16.1814 2020-07-30 02:07:50,380 - mmaction - INFO - Epoch [15][1000/2505] lr: 5.000e-04, eta: 2 days, 10:23:42, time: 1.918, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8063, loss_cls: 1.7772, loss: 1.7772, grad_norm: 15.9033 2020-07-30 02:08:28,221 - mmaction - INFO - Epoch [15][1020/2505] lr: 5.000e-04, eta: 2 days, 10:22:52, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6130, top5_acc: 0.8120, loss_cls: 1.7739, loss: 1.7739, grad_norm: 16.4623 2020-07-30 02:09:06,242 - mmaction - INFO - Epoch [15][1040/2505] lr: 5.000e-04, eta: 2 days, 10:22:05, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6042, top5_acc: 0.8094, loss_cls: 1.7967, loss: 1.7967, grad_norm: 16.0906 2020-07-30 02:09:44,082 - mmaction - INFO - Epoch [15][1060/2505] lr: 5.000e-04, eta: 2 days, 10:21:14, time: 1.891, data_time: 0.000, memory: 8518, top1_acc: 0.5875, top5_acc: 0.7693, loss_cls: 1.9584, loss: 1.9584, grad_norm: 16.9669 2020-07-30 02:10:22,064 - mmaction - INFO - Epoch [15][1080/2505] lr: 5.000e-04, eta: 2 days, 10:20:27, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8187, loss_cls: 1.7407, loss: 1.7407, grad_norm: 15.6335 2020-07-30 02:10:59,958 - mmaction - INFO - Epoch [15][1100/2505] lr: 5.000e-04, eta: 2 days, 10:19:38, time: 1.895, data_time: 0.005, memory: 8518, top1_acc: 0.5990, top5_acc: 0.8021, loss_cls: 1.8395, loss: 1.8395, grad_norm: 16.0126 2020-07-30 02:11:37,714 - mmaction - INFO - Epoch [15][1120/2505] lr: 5.000e-04, eta: 2 days, 10:18:46, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.7891, loss_cls: 1.8296, loss: 1.8296, grad_norm: 16.8766 2020-07-30 02:12:15,686 - mmaction - INFO - Epoch [15][1140/2505] lr: 5.000e-04, eta: 2 days, 10:17:59, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.5875, top5_acc: 0.8120, loss_cls: 1.8100, loss: 1.8100, grad_norm: 15.9352 2020-07-30 02:12:53,470 - mmaction - INFO - Epoch [15][1160/2505] lr: 5.000e-04, eta: 2 days, 10:17:08, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.7580, loss: 1.7580, grad_norm: 16.2728 2020-07-30 02:13:31,302 - mmaction - INFO - Epoch [15][1180/2505] lr: 5.000e-04, eta: 2 days, 10:16:18, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8135, loss_cls: 1.7372, loss: 1.7372, grad_norm: 15.7533 2020-07-30 02:14:09,160 - mmaction - INFO - Epoch [15][1200/2505] lr: 5.000e-04, eta: 2 days, 10:15:29, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.5911, top5_acc: 0.7859, loss_cls: 1.8529, loss: 1.8529, grad_norm: 16.3674 2020-07-30 02:14:47,020 - mmaction - INFO - Epoch [15][1220/2505] lr: 5.000e-04, eta: 2 days, 10:14:39, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.7964, loss_cls: 1.7882, loss: 1.7882, grad_norm: 15.9701 2020-07-30 02:15:25,599 - mmaction - INFO - Epoch [15][1240/2505] lr: 5.000e-04, eta: 2 days, 10:14:02, time: 1.928, data_time: 0.001, memory: 8518, top1_acc: 0.5958, top5_acc: 0.7937, loss_cls: 1.8758, loss: 1.8758, grad_norm: 16.8299 2020-07-30 02:16:03,464 - mmaction - INFO - Epoch [15][1260/2505] lr: 5.000e-04, eta: 2 days, 10:13:14, time: 1.894, data_time: 0.004, memory: 8518, top1_acc: 0.6078, top5_acc: 0.8073, loss_cls: 1.8069, loss: 1.8069, grad_norm: 15.8207 2020-07-30 02:16:41,256 - mmaction - INFO - Epoch [15][1280/2505] lr: 5.000e-04, eta: 2 days, 10:12:23, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.5984, top5_acc: 0.8047, loss_cls: 1.8173, loss: 1.8173, grad_norm: 16.7123 2020-07-30 02:17:19,056 - mmaction - INFO - Epoch [15][1300/2505] lr: 5.000e-04, eta: 2 days, 10:11:33, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6234, top5_acc: 0.8089, loss_cls: 1.7871, loss: 1.7871, grad_norm: 16.1928 2020-07-30 02:17:56,976 - mmaction - INFO - Epoch [15][1320/2505] lr: 5.000e-04, eta: 2 days, 10:10:45, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8125, loss_cls: 1.7794, loss: 1.7794, grad_norm: 16.4173 2020-07-30 02:18:35,183 - mmaction - INFO - Epoch [15][1340/2505] lr: 5.000e-04, eta: 2 days, 10:10:03, time: 1.910, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8109, loss_cls: 1.7379, loss: 1.7379, grad_norm: 15.6840 2020-07-30 02:19:13,082 - mmaction - INFO - Epoch [15][1360/2505] lr: 5.000e-04, eta: 2 days, 10:09:15, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.5964, top5_acc: 0.8000, loss_cls: 1.8272, loss: 1.8272, grad_norm: 16.3040 2020-07-30 02:19:50,926 - mmaction - INFO - Epoch [15][1380/2505] lr: 5.000e-04, eta: 2 days, 10:08:25, time: 1.891, data_time: 0.000, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8042, loss_cls: 1.8282, loss: 1.8282, grad_norm: 16.6787 2020-07-30 02:20:29,626 - mmaction - INFO - Epoch [15][1400/2505] lr: 5.000e-04, eta: 2 days, 10:07:50, time: 1.931, data_time: 0.001, memory: 8518, top1_acc: 0.6016, top5_acc: 0.7974, loss_cls: 1.8335, loss: 1.8335, grad_norm: 16.3085 2020-07-30 02:21:07,626 - mmaction - INFO - Epoch [15][1420/2505] lr: 5.000e-04, eta: 2 days, 10:07:05, time: 1.904, data_time: 0.008, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8099, loss_cls: 1.7251, loss: 1.7251, grad_norm: 15.9128 2020-07-30 02:21:45,458 - mmaction - INFO - Epoch [15][1440/2505] lr: 5.000e-04, eta: 2 days, 10:06:16, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8042, loss_cls: 1.7711, loss: 1.7711, grad_norm: 16.4541 2020-07-30 02:22:23,381 - mmaction - INFO - Epoch [15][1460/2505] lr: 5.000e-04, eta: 2 days, 10:05:28, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8104, loss_cls: 1.7875, loss: 1.7875, grad_norm: 16.7605 2020-07-30 02:23:01,164 - mmaction - INFO - Epoch [15][1480/2505] lr: 5.000e-04, eta: 2 days, 10:04:39, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6036, top5_acc: 0.7979, loss_cls: 1.8241, loss: 1.8241, grad_norm: 16.5128 2020-07-30 02:23:38,982 - mmaction - INFO - Epoch [15][1500/2505] lr: 5.000e-04, eta: 2 days, 10:03:49, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6036, top5_acc: 0.8047, loss_cls: 1.7825, loss: 1.7825, grad_norm: 16.4385 2020-07-30 02:24:16,968 - mmaction - INFO - Epoch [15][1520/2505] lr: 5.000e-04, eta: 2 days, 10:03:03, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6089, top5_acc: 0.7891, loss_cls: 1.8512, loss: 1.8512, grad_norm: 17.1073 2020-07-30 02:24:54,829 - mmaction - INFO - Epoch [15][1540/2505] lr: 5.000e-04, eta: 2 days, 10:02:15, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.5964, top5_acc: 0.7943, loss_cls: 1.8194, loss: 1.8194, grad_norm: 16.0811 2020-07-30 02:25:32,672 - mmaction - INFO - Epoch [15][1560/2505] lr: 5.000e-04, eta: 2 days, 10:01:26, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5979, top5_acc: 0.8031, loss_cls: 1.8076, loss: 1.8076, grad_norm: 16.4975 2020-07-30 02:26:10,781 - mmaction - INFO - Epoch [15][1580/2505] lr: 5.000e-04, eta: 2 days, 10:00:42, time: 1.906, data_time: 0.011, memory: 8518, top1_acc: 0.6047, top5_acc: 0.8120, loss_cls: 1.7743, loss: 1.7743, grad_norm: 16.2207 2020-07-30 02:26:48,577 - mmaction - INFO - Epoch [15][1600/2505] lr: 5.000e-04, eta: 2 days, 9:59:53, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8198, loss_cls: 1.6944, loss: 1.6944, grad_norm: 15.7731 2020-07-30 02:27:26,310 - mmaction - INFO - Epoch [15][1620/2505] lr: 5.000e-04, eta: 2 days, 9:59:03, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8099, loss_cls: 1.8032, loss: 1.8032, grad_norm: 16.0173 2020-07-30 02:28:04,137 - mmaction - INFO - Epoch [15][1640/2505] lr: 5.000e-04, eta: 2 days, 9:58:15, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6104, top5_acc: 0.8188, loss_cls: 1.7519, loss: 1.7519, grad_norm: 16.7828 2020-07-30 02:28:41,973 - mmaction - INFO - Epoch [15][1660/2505] lr: 5.000e-04, eta: 2 days, 9:57:26, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.8223, loss: 1.8223, grad_norm: 17.3441 2020-07-30 02:29:20,898 - mmaction - INFO - Epoch [15][1680/2505] lr: 5.000e-04, eta: 2 days, 9:56:56, time: 1.945, data_time: 0.000, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8073, loss_cls: 1.8138, loss: 1.8138, grad_norm: 16.3349 2020-07-30 02:29:58,804 - mmaction - INFO - Epoch [15][1700/2505] lr: 5.000e-04, eta: 2 days, 9:56:09, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8198, loss_cls: 1.7164, loss: 1.7164, grad_norm: 16.7461 2020-07-30 02:30:36,944 - mmaction - INFO - Epoch [15][1720/2505] lr: 5.000e-04, eta: 2 days, 9:55:25, time: 1.907, data_time: 0.001, memory: 8518, top1_acc: 0.5938, top5_acc: 0.8109, loss_cls: 1.7774, loss: 1.7774, grad_norm: 16.3968 2020-07-30 02:31:14,860 - mmaction - INFO - Epoch [15][1740/2505] lr: 5.000e-04, eta: 2 days, 9:54:39, time: 1.896, data_time: 0.005, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8161, loss_cls: 1.7465, loss: 1.7465, grad_norm: 16.2101 2020-07-30 02:31:52,566 - mmaction - INFO - Epoch [15][1760/2505] lr: 5.000e-04, eta: 2 days, 9:53:49, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.7984, loss_cls: 1.7906, loss: 1.7906, grad_norm: 16.1037 2020-07-30 02:32:30,404 - mmaction - INFO - Epoch [15][1780/2505] lr: 5.000e-04, eta: 2 days, 9:53:01, time: 1.891, data_time: 0.000, memory: 8518, top1_acc: 0.6203, top5_acc: 0.7974, loss_cls: 1.7755, loss: 1.7755, grad_norm: 16.4881 2020-07-30 02:33:08,160 - mmaction - INFO - Epoch [15][1800/2505] lr: 5.000e-04, eta: 2 days, 9:52:11, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.8104, loss_cls: 1.7686, loss: 1.7686, grad_norm: 15.9177 2020-07-30 02:33:45,929 - mmaction - INFO - Epoch [15][1820/2505] lr: 5.000e-04, eta: 2 days, 9:51:22, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6448, top5_acc: 0.8380, loss_cls: 1.6034, loss: 1.6034, grad_norm: 15.3433 2020-07-30 02:34:23,773 - mmaction - INFO - Epoch [15][1840/2505] lr: 5.000e-04, eta: 2 days, 9:50:35, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6089, top5_acc: 0.8193, loss_cls: 1.7303, loss: 1.7303, grad_norm: 15.9485 2020-07-30 02:35:01,631 - mmaction - INFO - Epoch [15][1860/2505] lr: 5.000e-04, eta: 2 days, 9:49:47, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.5995, top5_acc: 0.8036, loss_cls: 1.8061, loss: 1.8061, grad_norm: 15.8586 2020-07-30 02:35:40,280 - mmaction - INFO - Epoch [15][1880/2505] lr: 5.000e-04, eta: 2 days, 9:49:12, time: 1.931, data_time: 0.001, memory: 8518, top1_acc: 0.5745, top5_acc: 0.7865, loss_cls: 1.9298, loss: 1.9298, grad_norm: 16.5320 2020-07-30 02:36:18,347 - mmaction - INFO - Epoch [15][1900/2505] lr: 5.000e-04, eta: 2 days, 9:48:28, time: 1.905, data_time: 0.005, memory: 8518, top1_acc: 0.6224, top5_acc: 0.8120, loss_cls: 1.7447, loss: 1.7447, grad_norm: 16.5373 2020-07-30 02:36:56,178 - mmaction - INFO - Epoch [15][1920/2505] lr: 5.000e-04, eta: 2 days, 9:47:41, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8078, loss_cls: 1.7960, loss: 1.7960, grad_norm: 16.0110 2020-07-30 02:37:34,110 - mmaction - INFO - Epoch [15][1940/2505] lr: 5.000e-04, eta: 2 days, 9:46:55, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8021, loss_cls: 1.8011, loss: 1.8011, grad_norm: 15.8460 2020-07-30 02:38:11,954 - mmaction - INFO - Epoch [15][1960/2505] lr: 5.000e-04, eta: 2 days, 9:46:07, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5703, top5_acc: 0.7807, loss_cls: 1.9405, loss: 1.9405, grad_norm: 16.5512 2020-07-30 02:38:49,898 - mmaction - INFO - Epoch [15][1980/2505] lr: 5.000e-04, eta: 2 days, 9:45:22, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6021, top5_acc: 0.8104, loss_cls: 1.7956, loss: 1.7956, grad_norm: 16.4847 2020-07-30 02:39:27,771 - mmaction - INFO - Epoch [15][2000/2505] lr: 5.000e-04, eta: 2 days, 9:44:35, time: 1.893, data_time: 0.000, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8078, loss_cls: 1.7799, loss: 1.7799, grad_norm: 15.7529 2020-07-30 02:40:05,646 - mmaction - INFO - Epoch [15][2020/2505] lr: 5.000e-04, eta: 2 days, 9:43:48, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6188, top5_acc: 0.8099, loss_cls: 1.7844, loss: 1.7844, grad_norm: 16.0109 2020-07-30 02:40:43,776 - mmaction - INFO - Epoch [15][2040/2505] lr: 5.000e-04, eta: 2 days, 9:43:05, time: 1.907, data_time: 0.001, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.7662, loss: 1.7662, grad_norm: 16.4621 2020-07-30 02:41:21,717 - mmaction - INFO - Epoch [15][2060/2505] lr: 5.000e-04, eta: 2 days, 9:42:19, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.5958, top5_acc: 0.7922, loss_cls: 1.8466, loss: 1.8466, grad_norm: 16.1278 2020-07-30 02:41:59,546 - mmaction - INFO - Epoch [15][2080/2505] lr: 5.000e-04, eta: 2 days, 9:41:32, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6078, top5_acc: 0.8047, loss_cls: 1.7878, loss: 1.7878, grad_norm: 15.8806 2020-07-30 02:42:37,654 - mmaction - INFO - Epoch [15][2100/2505] lr: 5.000e-04, eta: 2 days, 9:40:49, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.5984, top5_acc: 0.7922, loss_cls: 1.8880, loss: 1.8880, grad_norm: 16.7563 2020-07-30 02:43:15,636 - mmaction - INFO - Epoch [15][2120/2505] lr: 5.000e-04, eta: 2 days, 9:40:04, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.5786, top5_acc: 0.7885, loss_cls: 1.9212, loss: 1.9212, grad_norm: 16.5984 2020-07-30 02:43:53,624 - mmaction - INFO - Epoch [15][2140/2505] lr: 5.000e-04, eta: 2 days, 9:39:19, time: 1.899, data_time: 0.000, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8115, loss_cls: 1.7454, loss: 1.7454, grad_norm: 15.6684 2020-07-30 02:44:31,549 - mmaction - INFO - Epoch [15][2160/2505] lr: 5.000e-04, eta: 2 days, 9:38:33, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6063, top5_acc: 0.8047, loss_cls: 1.8136, loss: 1.8136, grad_norm: 15.8900 2020-07-30 02:45:09,411 - mmaction - INFO - Epoch [15][2180/2505] lr: 5.000e-04, eta: 2 days, 9:37:47, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.5979, top5_acc: 0.8010, loss_cls: 1.7969, loss: 1.7969, grad_norm: 16.8041 2020-07-30 02:45:47,267 - mmaction - INFO - Epoch [15][2200/2505] lr: 5.000e-04, eta: 2 days, 9:37:00, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6016, top5_acc: 0.7964, loss_cls: 1.8447, loss: 1.8447, grad_norm: 16.5434 2020-07-30 02:46:25,093 - mmaction - INFO - Epoch [15][2220/2505] lr: 5.000e-04, eta: 2 days, 9:36:13, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5979, top5_acc: 0.7938, loss_cls: 1.8391, loss: 1.8391, grad_norm: 16.1980 2020-07-30 02:47:03,098 - mmaction - INFO - Epoch [15][2240/2505] lr: 5.000e-04, eta: 2 days, 9:35:29, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.5922, top5_acc: 0.7865, loss_cls: 1.8825, loss: 1.8825, grad_norm: 17.2960 2020-07-30 02:47:41,034 - mmaction - INFO - Epoch [15][2260/2505] lr: 5.000e-04, eta: 2 days, 9:34:44, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8099, loss_cls: 1.7834, loss: 1.7834, grad_norm: 16.8295 2020-07-30 02:48:18,938 - mmaction - INFO - Epoch [15][2280/2505] lr: 5.000e-04, eta: 2 days, 9:33:58, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8198, loss_cls: 1.7417, loss: 1.7417, grad_norm: 16.6723 2020-07-30 02:48:56,849 - mmaction - INFO - Epoch [15][2300/2505] lr: 5.000e-04, eta: 2 days, 9:33:12, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8208, loss_cls: 1.6889, loss: 1.6889, grad_norm: 16.0482 2020-07-30 02:49:34,836 - mmaction - INFO - Epoch [15][2320/2505] lr: 5.000e-04, eta: 2 days, 9:32:28, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6005, top5_acc: 0.8016, loss_cls: 1.8440, loss: 1.8440, grad_norm: 16.6301 2020-07-30 02:50:12,817 - mmaction - INFO - Epoch [15][2340/2505] lr: 5.000e-04, eta: 2 days, 9:31:43, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8073, loss_cls: 1.7831, loss: 1.7831, grad_norm: 16.3421 2020-07-30 02:50:50,651 - mmaction - INFO - Epoch [15][2360/2505] lr: 5.000e-04, eta: 2 days, 9:30:57, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8130, loss_cls: 1.7499, loss: 1.7499, grad_norm: 16.0560 2020-07-30 02:51:28,539 - mmaction - INFO - Epoch [15][2380/2505] lr: 5.000e-04, eta: 2 days, 9:30:11, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.5953, top5_acc: 0.7990, loss_cls: 1.8110, loss: 1.8110, grad_norm: 16.6436 2020-07-30 02:52:06,333 - mmaction - INFO - Epoch [15][2400/2505] lr: 5.000e-04, eta: 2 days, 9:29:24, time: 1.890, data_time: 0.000, memory: 8518, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.8663, loss: 1.8663, grad_norm: 16.9672 2020-07-30 02:52:44,105 - mmaction - INFO - Epoch [15][2420/2505] lr: 5.000e-04, eta: 2 days, 9:28:36, time: 1.888, data_time: 0.000, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8109, loss_cls: 1.7599, loss: 1.7599, grad_norm: 15.8437 2020-07-30 02:53:21,893 - mmaction - INFO - Epoch [15][2440/2505] lr: 5.000e-04, eta: 2 days, 9:27:49, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8000, loss_cls: 1.7714, loss: 1.7714, grad_norm: 16.2791 2020-07-30 02:53:59,759 - mmaction - INFO - Epoch [15][2460/2505] lr: 5.000e-04, eta: 2 days, 9:27:03, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6078, top5_acc: 0.7922, loss_cls: 1.8186, loss: 1.8186, grad_norm: 16.6793 2020-07-30 02:54:37,569 - mmaction - INFO - Epoch [15][2480/2505] lr: 5.000e-04, eta: 2 days, 9:26:17, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6021, top5_acc: 0.7990, loss_cls: 1.8208, loss: 1.8208, grad_norm: 16.6401 2020-07-30 02:55:15,411 - mmaction - INFO - Epoch [15][2500/2505] lr: 5.000e-04, eta: 2 days, 9:25:31, time: 1.892, data_time: 0.000, memory: 8518, top1_acc: 0.6057, top5_acc: 0.7932, loss_cls: 1.8202, loss: 1.8202, grad_norm: 17.0227 2020-07-30 02:57:26,654 - mmaction - INFO - Epoch [16][20/2505] lr: 5.000e-04, eta: 2 days, 9:40:18, time: 5.672, data_time: 3.555, memory: 8518, top1_acc: 0.5953, top5_acc: 0.7927, loss_cls: 1.8500, loss: 1.8500, grad_norm: 16.1071 2020-07-30 02:58:05,107 - mmaction - INFO - Epoch [16][40/2505] lr: 5.000e-04, eta: 2 days, 9:39:38, time: 1.922, data_time: 0.016, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8219, loss_cls: 1.6843, loss: 1.6843, grad_norm: 15.9543 2020-07-30 02:58:43,174 - mmaction - INFO - Epoch [16][60/2505] lr: 5.000e-04, eta: 2 days, 9:38:53, time: 1.903, data_time: 0.005, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8193, loss_cls: 1.7099, loss: 1.7099, grad_norm: 16.3095 2020-07-30 02:59:21,144 - mmaction - INFO - Epoch [16][80/2505] lr: 5.000e-04, eta: 2 days, 9:38:06, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.7469, loss: 1.7469, grad_norm: 15.7254 2020-07-30 02:59:59,003 - mmaction - INFO - Epoch [16][100/2505] lr: 5.000e-04, eta: 2 days, 9:37:17, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8042, loss_cls: 1.7291, loss: 1.7291, grad_norm: 15.5199 2020-07-30 03:00:39,519 - mmaction - INFO - Epoch [16][120/2505] lr: 5.000e-04, eta: 2 days, 9:37:06, time: 2.024, data_time: 0.002, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8099, loss_cls: 1.7490, loss: 1.7490, grad_norm: 16.9154 2020-07-30 03:01:17,718 - mmaction - INFO - Epoch [16][140/2505] lr: 5.000e-04, eta: 2 days, 9:36:23, time: 1.911, data_time: 0.013, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8094, loss_cls: 1.7534, loss: 1.7534, grad_norm: 16.8462 2020-07-30 03:01:55,858 - mmaction - INFO - Epoch [16][160/2505] lr: 5.000e-04, eta: 2 days, 9:35:39, time: 1.907, data_time: 0.001, memory: 8518, top1_acc: 0.6021, top5_acc: 0.7974, loss_cls: 1.8293, loss: 1.8293, grad_norm: 16.7327 2020-07-30 03:02:33,882 - mmaction - INFO - Epoch [16][180/2505] lr: 5.000e-04, eta: 2 days, 9:34:53, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6104, top5_acc: 0.7927, loss_cls: 1.8541, loss: 1.8541, grad_norm: 16.6632 2020-07-30 03:03:11,735 - mmaction - INFO - Epoch [16][200/2505] lr: 5.000e-04, eta: 2 days, 9:34:04, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8188, loss_cls: 1.7052, loss: 1.7052, grad_norm: 16.8375 2020-07-30 03:03:49,585 - mmaction - INFO - Epoch [16][220/2505] lr: 5.000e-04, eta: 2 days, 9:33:16, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6312, top5_acc: 0.8292, loss_cls: 1.6701, loss: 1.6701, grad_norm: 16.0307 2020-07-30 03:04:27,490 - mmaction - INFO - Epoch [16][240/2505] lr: 5.000e-04, eta: 2 days, 9:32:29, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6104, top5_acc: 0.8094, loss_cls: 1.7489, loss: 1.7489, grad_norm: 15.8674 2020-07-30 03:05:06,392 - mmaction - INFO - Epoch [16][260/2505] lr: 5.000e-04, eta: 2 days, 9:31:55, time: 1.944, data_time: 0.000, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8177, loss_cls: 1.7059, loss: 1.7059, grad_norm: 16.0522 2020-07-30 03:05:44,304 - mmaction - INFO - Epoch [16][280/2505] lr: 5.000e-04, eta: 2 days, 9:31:07, time: 1.896, data_time: 0.002, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8120, loss_cls: 1.7586, loss: 1.7586, grad_norm: 16.0867 2020-07-30 03:06:22,232 - mmaction - INFO - Epoch [16][300/2505] lr: 5.000e-04, eta: 2 days, 9:30:20, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.5974, top5_acc: 0.8036, loss_cls: 1.8468, loss: 1.8468, grad_norm: 16.8843 2020-07-30 03:07:00,085 - mmaction - INFO - Epoch [16][320/2505] lr: 5.000e-04, eta: 2 days, 9:29:32, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8005, loss_cls: 1.7904, loss: 1.7904, grad_norm: 16.5883 2020-07-30 03:07:38,185 - mmaction - INFO - Epoch [16][340/2505] lr: 5.000e-04, eta: 2 days, 9:28:48, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6031, top5_acc: 0.7995, loss_cls: 1.7898, loss: 1.7898, grad_norm: 16.9446 2020-07-30 03:08:16,112 - mmaction - INFO - Epoch [16][360/2505] lr: 5.000e-04, eta: 2 days, 9:28:01, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8063, loss_cls: 1.7678, loss: 1.7678, grad_norm: 16.0553 2020-07-30 03:08:53,834 - mmaction - INFO - Epoch [16][380/2505] lr: 5.000e-04, eta: 2 days, 9:27:11, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6188, top5_acc: 0.8089, loss_cls: 1.7459, loss: 1.7459, grad_norm: 16.8111 2020-07-30 03:09:31,718 - mmaction - INFO - Epoch [16][400/2505] lr: 5.000e-04, eta: 2 days, 9:26:24, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6313, top5_acc: 0.8276, loss_cls: 1.6829, loss: 1.6829, grad_norm: 15.5391 2020-07-30 03:10:09,798 - mmaction - INFO - Epoch [16][420/2505] lr: 5.000e-04, eta: 2 days, 9:25:39, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8104, loss_cls: 1.7630, loss: 1.7630, grad_norm: 16.5957 2020-07-30 03:10:47,597 - mmaction - INFO - Epoch [16][440/2505] lr: 5.000e-04, eta: 2 days, 9:24:50, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.5974, top5_acc: 0.8057, loss_cls: 1.7643, loss: 1.7643, grad_norm: 16.0187 2020-07-30 03:11:25,353 - mmaction - INFO - Epoch [16][460/2505] lr: 5.000e-04, eta: 2 days, 9:24:01, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8146, loss_cls: 1.7476, loss: 1.7476, grad_norm: 17.1211 2020-07-30 03:12:03,352 - mmaction - INFO - Epoch [16][480/2505] lr: 5.000e-04, eta: 2 days, 9:23:16, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.5901, top5_acc: 0.7911, loss_cls: 1.8081, loss: 1.8081, grad_norm: 16.3262 2020-07-30 03:12:41,523 - mmaction - INFO - Epoch [16][500/2505] lr: 5.000e-04, eta: 2 days, 9:22:32, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.5927, top5_acc: 0.7948, loss_cls: 1.8251, loss: 1.8251, grad_norm: 16.7082 2020-07-30 03:13:19,535 - mmaction - INFO - Epoch [16][520/2505] lr: 5.000e-04, eta: 2 days, 9:21:47, time: 1.901, data_time: 0.002, memory: 8518, top1_acc: 0.5984, top5_acc: 0.7979, loss_cls: 1.8249, loss: 1.8249, grad_norm: 16.3803 2020-07-30 03:13:57,264 - mmaction - INFO - Epoch [16][540/2505] lr: 5.000e-04, eta: 2 days, 9:20:58, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8224, loss_cls: 1.6568, loss: 1.6568, grad_norm: 15.9257 2020-07-30 03:14:35,048 - mmaction - INFO - Epoch [16][560/2505] lr: 5.000e-04, eta: 2 days, 9:20:09, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6036, top5_acc: 0.8099, loss_cls: 1.7582, loss: 1.7582, grad_norm: 16.7643 2020-07-30 03:15:13,032 - mmaction - INFO - Epoch [16][580/2505] lr: 5.000e-04, eta: 2 days, 9:19:24, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8135, loss_cls: 1.7493, loss: 1.7493, grad_norm: 16.1661 2020-07-30 03:15:50,893 - mmaction - INFO - Epoch [16][600/2505] lr: 5.000e-04, eta: 2 days, 9:18:36, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8146, loss_cls: 1.7451, loss: 1.7451, grad_norm: 16.1185 2020-07-30 03:16:28,721 - mmaction - INFO - Epoch [16][620/2505] lr: 5.000e-04, eta: 2 days, 9:17:49, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8292, loss_cls: 1.7073, loss: 1.7073, grad_norm: 15.8955 2020-07-30 03:17:06,603 - mmaction - INFO - Epoch [16][640/2505] lr: 5.000e-04, eta: 2 days, 9:17:02, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8234, loss_cls: 1.6712, loss: 1.6712, grad_norm: 16.6137 2020-07-30 03:17:44,504 - mmaction - INFO - Epoch [16][660/2505] lr: 5.000e-04, eta: 2 days, 9:16:15, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6021, top5_acc: 0.8156, loss_cls: 1.7618, loss: 1.7618, grad_norm: 16.7526 2020-07-30 03:18:22,345 - mmaction - INFO - Epoch [16][680/2505] lr: 5.000e-04, eta: 2 days, 9:15:28, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5943, top5_acc: 0.8089, loss_cls: 1.7247, loss: 1.7247, grad_norm: 16.2184 2020-07-30 03:19:00,115 - mmaction - INFO - Epoch [16][700/2505] lr: 5.000e-04, eta: 2 days, 9:14:40, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5974, top5_acc: 0.8062, loss_cls: 1.7851, loss: 1.7851, grad_norm: 16.1625 2020-07-30 03:19:38,055 - mmaction - INFO - Epoch [16][720/2505] lr: 5.000e-04, eta: 2 days, 9:13:54, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6047, top5_acc: 0.8047, loss_cls: 1.7716, loss: 1.7716, grad_norm: 15.5923 2020-07-30 03:20:16,449 - mmaction - INFO - Epoch [16][740/2505] lr: 5.000e-04, eta: 2 days, 9:13:14, time: 1.920, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8172, loss_cls: 1.7156, loss: 1.7156, grad_norm: 16.6218 2020-07-30 03:20:54,296 - mmaction - INFO - Epoch [16][760/2505] lr: 5.000e-04, eta: 2 days, 9:12:27, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5859, top5_acc: 0.8099, loss_cls: 1.8290, loss: 1.8290, grad_norm: 16.7218 2020-07-30 03:21:32,151 - mmaction - INFO - Epoch [16][780/2505] lr: 5.000e-04, eta: 2 days, 9:11:40, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8214, loss_cls: 1.7059, loss: 1.7059, grad_norm: 15.7782 2020-07-30 03:22:10,004 - mmaction - INFO - Epoch [16][800/2505] lr: 5.000e-04, eta: 2 days, 9:10:53, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8141, loss_cls: 1.7599, loss: 1.7599, grad_norm: 16.6729 2020-07-30 03:22:47,897 - mmaction - INFO - Epoch [16][820/2505] lr: 5.000e-04, eta: 2 days, 9:10:06, time: 1.894, data_time: 0.000, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8031, loss_cls: 1.8131, loss: 1.8131, grad_norm: 16.3683 2020-07-30 03:23:25,816 - mmaction - INFO - Epoch [16][840/2505] lr: 5.000e-04, eta: 2 days, 9:09:20, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8172, loss_cls: 1.7004, loss: 1.7004, grad_norm: 16.0435 2020-07-30 03:24:03,746 - mmaction - INFO - Epoch [16][860/2505] lr: 5.000e-04, eta: 2 days, 9:08:34, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6146, top5_acc: 0.8120, loss_cls: 1.7436, loss: 1.7436, grad_norm: 16.0962 2020-07-30 03:24:41,542 - mmaction - INFO - Epoch [16][880/2505] lr: 5.000e-04, eta: 2 days, 9:07:47, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8151, loss_cls: 1.7194, loss: 1.7194, grad_norm: 16.5382 2020-07-30 03:25:19,300 - mmaction - INFO - Epoch [16][900/2505] lr: 5.000e-04, eta: 2 days, 9:06:59, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5990, top5_acc: 0.8109, loss_cls: 1.7732, loss: 1.7732, grad_norm: 16.6439 2020-07-30 03:25:57,166 - mmaction - INFO - Epoch [16][920/2505] lr: 5.000e-04, eta: 2 days, 9:06:12, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8031, loss_cls: 1.7270, loss: 1.7270, grad_norm: 16.4114 2020-07-30 03:26:35,021 - mmaction - INFO - Epoch [16][940/2505] lr: 5.000e-04, eta: 2 days, 9:05:26, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8182, loss_cls: 1.7140, loss: 1.7140, grad_norm: 17.0921 2020-07-30 03:27:13,090 - mmaction - INFO - Epoch [16][960/2505] lr: 5.000e-04, eta: 2 days, 9:04:42, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.5906, top5_acc: 0.7995, loss_cls: 1.8345, loss: 1.8345, grad_norm: 17.1288 2020-07-30 03:27:50,964 - mmaction - INFO - Epoch [16][980/2505] lr: 5.000e-04, eta: 2 days, 9:03:56, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5964, top5_acc: 0.7932, loss_cls: 1.8595, loss: 1.8595, grad_norm: 16.6525 2020-07-30 03:28:28,894 - mmaction - INFO - Epoch [16][1000/2505] lr: 5.000e-04, eta: 2 days, 9:03:10, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8016, loss_cls: 1.8209, loss: 1.8209, grad_norm: 16.2092 2020-07-30 03:29:06,794 - mmaction - INFO - Epoch [16][1020/2505] lr: 5.000e-04, eta: 2 days, 9:02:24, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.5943, top5_acc: 0.8078, loss_cls: 1.8266, loss: 1.8266, grad_norm: 16.2826 2020-07-30 03:29:44,757 - mmaction - INFO - Epoch [16][1040/2505] lr: 5.000e-04, eta: 2 days, 9:01:39, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6036, top5_acc: 0.8193, loss_cls: 1.7598, loss: 1.7598, grad_norm: 16.0160 2020-07-30 03:30:22,669 - mmaction - INFO - Epoch [16][1060/2505] lr: 5.000e-04, eta: 2 days, 9:00:53, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.5922, top5_acc: 0.8089, loss_cls: 1.8452, loss: 1.8452, grad_norm: 16.6784 2020-07-30 03:31:00,560 - mmaction - INFO - Epoch [16][1080/2505] lr: 5.000e-04, eta: 2 days, 9:00:07, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8083, loss_cls: 1.7367, loss: 1.7367, grad_norm: 15.6529 2020-07-30 03:31:38,489 - mmaction - INFO - Epoch [16][1100/2505] lr: 5.000e-04, eta: 2 days, 8:59:22, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.5953, top5_acc: 0.8255, loss_cls: 1.7591, loss: 1.7591, grad_norm: 15.9147 2020-07-30 03:32:16,231 - mmaction - INFO - Epoch [16][1120/2505] lr: 5.000e-04, eta: 2 days, 8:58:34, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6240, top5_acc: 0.8135, loss_cls: 1.7349, loss: 1.7349, grad_norm: 16.4465 2020-07-30 03:32:54,057 - mmaction - INFO - Epoch [16][1140/2505] lr: 5.000e-04, eta: 2 days, 8:57:48, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.7984, loss_cls: 1.7875, loss: 1.7875, grad_norm: 16.2980 2020-07-30 03:33:31,907 - mmaction - INFO - Epoch [16][1160/2505] lr: 5.000e-04, eta: 2 days, 8:57:01, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8187, loss_cls: 1.6937, loss: 1.6937, grad_norm: 15.5375 2020-07-30 03:34:09,889 - mmaction - INFO - Epoch [16][1180/2505] lr: 5.000e-04, eta: 2 days, 8:56:17, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6333, top5_acc: 0.8073, loss_cls: 1.7239, loss: 1.7239, grad_norm: 15.8689 2020-07-30 03:34:47,665 - mmaction - INFO - Epoch [16][1200/2505] lr: 5.000e-04, eta: 2 days, 8:55:30, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.7538, loss: 1.7538, grad_norm: 15.7882 2020-07-30 03:35:25,469 - mmaction - INFO - Epoch [16][1220/2505] lr: 5.000e-04, eta: 2 days, 8:54:43, time: 1.890, data_time: 0.000, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8141, loss_cls: 1.7363, loss: 1.7363, grad_norm: 16.0559 2020-07-30 03:36:03,212 - mmaction - INFO - Epoch [16][1240/2505] lr: 5.000e-04, eta: 2 days, 8:53:56, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8099, loss_cls: 1.7520, loss: 1.7520, grad_norm: 16.5945 2020-07-30 03:36:41,113 - mmaction - INFO - Epoch [16][1260/2505] lr: 5.000e-04, eta: 2 days, 8:53:10, time: 1.894, data_time: 0.000, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8057, loss_cls: 1.7459, loss: 1.7459, grad_norm: 15.9794 2020-07-30 03:37:18,994 - mmaction - INFO - Epoch [16][1280/2505] lr: 5.000e-04, eta: 2 days, 8:52:24, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8130, loss_cls: 1.7615, loss: 1.7615, grad_norm: 16.3299 2020-07-30 03:37:56,922 - mmaction - INFO - Epoch [16][1300/2505] lr: 5.000e-04, eta: 2 days, 8:51:39, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6021, top5_acc: 0.8130, loss_cls: 1.7581, loss: 1.7581, grad_norm: 16.6490 2020-07-30 03:38:35,059 - mmaction - INFO - Epoch [16][1320/2505] lr: 5.000e-04, eta: 2 days, 8:50:57, time: 1.907, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8068, loss_cls: 1.7620, loss: 1.7620, grad_norm: 17.2432 2020-07-30 03:39:13,058 - mmaction - INFO - Epoch [16][1340/2505] lr: 5.000e-04, eta: 2 days, 8:50:13, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8198, loss_cls: 1.7187, loss: 1.7187, grad_norm: 17.0304 2020-07-30 03:39:50,975 - mmaction - INFO - Epoch [16][1360/2505] lr: 5.000e-04, eta: 2 days, 8:49:28, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6005, top5_acc: 0.7995, loss_cls: 1.8117, loss: 1.8117, grad_norm: 16.3352 2020-07-30 03:40:29,069 - mmaction - INFO - Epoch [16][1380/2505] lr: 5.000e-04, eta: 2 days, 8:48:45, time: 1.904, data_time: 0.000, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8130, loss_cls: 1.7689, loss: 1.7689, grad_norm: 16.1629 2020-07-30 03:41:06,949 - mmaction - INFO - Epoch [16][1400/2505] lr: 5.000e-04, eta: 2 days, 8:47:59, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8172, loss_cls: 1.7388, loss: 1.7388, grad_norm: 16.6195 2020-07-30 03:41:44,861 - mmaction - INFO - Epoch [16][1420/2505] lr: 5.000e-04, eta: 2 days, 8:47:14, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8026, loss_cls: 1.7537, loss: 1.7537, grad_norm: 16.9772 2020-07-30 03:42:22,921 - mmaction - INFO - Epoch [16][1440/2505] lr: 5.000e-04, eta: 2 days, 8:46:31, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.5802, top5_acc: 0.7755, loss_cls: 1.9127, loss: 1.9127, grad_norm: 17.4230 2020-07-30 03:43:00,902 - mmaction - INFO - Epoch [16][1460/2505] lr: 5.000e-04, eta: 2 days, 8:45:47, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8057, loss_cls: 1.7513, loss: 1.7513, grad_norm: 16.7341 2020-07-30 03:43:39,011 - mmaction - INFO - Epoch [16][1480/2505] lr: 5.000e-04, eta: 2 days, 8:45:04, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8125, loss_cls: 1.7298, loss: 1.7298, grad_norm: 16.3518 2020-07-30 03:44:16,926 - mmaction - INFO - Epoch [16][1500/2505] lr: 5.000e-04, eta: 2 days, 8:44:19, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.7537, loss: 1.7537, grad_norm: 16.4312 2020-07-30 03:44:54,849 - mmaction - INFO - Epoch [16][1520/2505] lr: 5.000e-04, eta: 2 days, 8:43:34, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.5917, top5_acc: 0.8021, loss_cls: 1.8550, loss: 1.8550, grad_norm: 17.9379 2020-07-30 03:45:32,993 - mmaction - INFO - Epoch [16][1540/2505] lr: 5.000e-04, eta: 2 days, 8:42:52, time: 1.907, data_time: 0.001, memory: 8518, top1_acc: 0.6312, top5_acc: 0.8141, loss_cls: 1.6969, loss: 1.6969, grad_norm: 16.2328 2020-07-30 03:46:10,965 - mmaction - INFO - Epoch [16][1560/2505] lr: 5.000e-04, eta: 2 days, 8:42:08, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8135, loss_cls: 1.6848, loss: 1.6848, grad_norm: 16.3366 2020-07-30 03:46:48,894 - mmaction - INFO - Epoch [16][1580/2505] lr: 5.000e-04, eta: 2 days, 8:41:23, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6005, top5_acc: 0.8135, loss_cls: 1.7654, loss: 1.7654, grad_norm: 16.4883 2020-07-30 03:47:26,905 - mmaction - INFO - Epoch [16][1600/2505] lr: 5.000e-04, eta: 2 days, 8:40:40, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8135, loss_cls: 1.7244, loss: 1.7244, grad_norm: 16.0639 2020-07-30 03:48:04,746 - mmaction - INFO - Epoch [16][1620/2505] lr: 5.000e-04, eta: 2 days, 8:39:54, time: 1.892, data_time: 0.000, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8083, loss_cls: 1.7687, loss: 1.7687, grad_norm: 16.3830 2020-07-30 03:48:42,651 - mmaction - INFO - Epoch [16][1640/2505] lr: 5.000e-04, eta: 2 days, 8:39:09, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6318, top5_acc: 0.8104, loss_cls: 1.6958, loss: 1.6958, grad_norm: 16.1549 2020-07-30 03:49:20,582 - mmaction - INFO - Epoch [16][1660/2505] lr: 5.000e-04, eta: 2 days, 8:38:25, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8021, loss_cls: 1.7608, loss: 1.7608, grad_norm: 16.3821 2020-07-30 03:49:58,449 - mmaction - INFO - Epoch [16][1680/2505] lr: 5.000e-04, eta: 2 days, 8:37:40, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.7995, loss_cls: 1.7840, loss: 1.7840, grad_norm: 16.7841 2020-07-30 03:50:36,486 - mmaction - INFO - Epoch [16][1700/2505] lr: 5.000e-04, eta: 2 days, 8:36:56, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6031, top5_acc: 0.8104, loss_cls: 1.7686, loss: 1.7686, grad_norm: 16.5828 2020-07-30 03:51:14,362 - mmaction - INFO - Epoch [16][1720/2505] lr: 5.000e-04, eta: 2 days, 8:36:11, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6146, top5_acc: 0.8078, loss_cls: 1.7441, loss: 1.7441, grad_norm: 17.1111 2020-07-30 03:51:52,248 - mmaction - INFO - Epoch [16][1740/2505] lr: 5.000e-04, eta: 2 days, 8:35:26, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5953, top5_acc: 0.7969, loss_cls: 1.8231, loss: 1.8231, grad_norm: 16.8667 2020-07-30 03:52:30,095 - mmaction - INFO - Epoch [16][1760/2505] lr: 5.000e-04, eta: 2 days, 8:34:41, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8177, loss_cls: 1.7202, loss: 1.7202, grad_norm: 16.5331 2020-07-30 03:53:07,919 - mmaction - INFO - Epoch [16][1780/2505] lr: 5.000e-04, eta: 2 days, 8:33:55, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.7974, loss_cls: 1.8289, loss: 1.8289, grad_norm: 16.3010 2020-07-30 03:53:45,898 - mmaction - INFO - Epoch [16][1800/2505] lr: 5.000e-04, eta: 2 days, 8:33:12, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6115, top5_acc: 0.8167, loss_cls: 1.7396, loss: 1.7396, grad_norm: 16.2187 2020-07-30 03:54:23,737 - mmaction - INFO - Epoch [16][1820/2505] lr: 5.000e-04, eta: 2 days, 8:32:26, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.8115, loss_cls: 1.7619, loss: 1.7619, grad_norm: 16.4432 2020-07-30 03:55:01,726 - mmaction - INFO - Epoch [16][1840/2505] lr: 5.000e-04, eta: 2 days, 8:31:43, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8099, loss_cls: 1.7597, loss: 1.7597, grad_norm: 16.6368 2020-07-30 03:55:39,548 - mmaction - INFO - Epoch [16][1860/2505] lr: 5.000e-04, eta: 2 days, 8:30:57, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6073, top5_acc: 0.8109, loss_cls: 1.7548, loss: 1.7548, grad_norm: 16.3429 2020-07-30 03:56:17,427 - mmaction - INFO - Epoch [16][1880/2505] lr: 5.000e-04, eta: 2 days, 8:30:13, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8073, loss_cls: 1.7873, loss: 1.7873, grad_norm: 16.4442 2020-07-30 03:56:55,291 - mmaction - INFO - Epoch [16][1900/2505] lr: 5.000e-04, eta: 2 days, 8:29:28, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8083, loss_cls: 1.7284, loss: 1.7284, grad_norm: 16.4573 2020-07-30 03:57:33,166 - mmaction - INFO - Epoch [16][1920/2505] lr: 5.000e-04, eta: 2 days, 8:28:43, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5995, top5_acc: 0.8062, loss_cls: 1.7809, loss: 1.7809, grad_norm: 16.9123 2020-07-30 03:58:10,963 - mmaction - INFO - Epoch [16][1940/2505] lr: 5.000e-04, eta: 2 days, 8:27:57, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8068, loss_cls: 1.7948, loss: 1.7948, grad_norm: 17.1172 2020-07-30 03:58:48,873 - mmaction - INFO - Epoch [16][1960/2505] lr: 5.000e-04, eta: 2 days, 8:27:13, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8224, loss_cls: 1.7080, loss: 1.7080, grad_norm: 16.2742 2020-07-30 03:59:26,695 - mmaction - INFO - Epoch [16][1980/2505] lr: 5.000e-04, eta: 2 days, 8:26:28, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8104, loss_cls: 1.7103, loss: 1.7103, grad_norm: 16.5868 2020-07-30 04:00:08,685 - mmaction - INFO - Epoch [16][2000/2505] lr: 5.000e-04, eta: 2 days, 8:26:29, time: 2.099, data_time: 0.003, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8104, loss_cls: 1.7819, loss: 1.7819, grad_norm: 16.2713 2020-07-30 04:00:46,899 - mmaction - INFO - Epoch [16][2020/2505] lr: 5.000e-04, eta: 2 days, 8:25:48, time: 1.912, data_time: 0.008, memory: 8518, top1_acc: 0.6005, top5_acc: 0.7932, loss_cls: 1.8501, loss: 1.8501, grad_norm: 16.7302 2020-07-30 04:01:24,748 - mmaction - INFO - Epoch [16][2040/2505] lr: 5.000e-04, eta: 2 days, 8:25:03, time: 1.892, data_time: 0.002, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8141, loss_cls: 1.7188, loss: 1.7188, grad_norm: 16.4222 2020-07-30 04:02:02,503 - mmaction - INFO - Epoch [16][2060/2505] lr: 5.000e-04, eta: 2 days, 8:24:17, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.7238, loss: 1.7238, grad_norm: 16.8278 2020-07-30 04:02:40,332 - mmaction - INFO - Epoch [16][2080/2505] lr: 5.000e-04, eta: 2 days, 8:23:32, time: 1.891, data_time: 0.000, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8005, loss_cls: 1.7848, loss: 1.7848, grad_norm: 16.6839 2020-07-30 04:03:18,139 - mmaction - INFO - Epoch [16][2100/2505] lr: 5.000e-04, eta: 2 days, 8:22:46, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8047, loss_cls: 1.7769, loss: 1.7769, grad_norm: 16.6689 2020-07-30 04:03:55,864 - mmaction - INFO - Epoch [16][2120/2505] lr: 5.000e-04, eta: 2 days, 8:22:00, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6187, top5_acc: 0.7943, loss_cls: 1.7913, loss: 1.7913, grad_norm: 16.6345 2020-07-30 04:04:33,664 - mmaction - INFO - Epoch [16][2140/2505] lr: 5.000e-04, eta: 2 days, 8:21:15, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8198, loss_cls: 1.6973, loss: 1.6973, grad_norm: 16.1591 2020-07-30 04:05:11,733 - mmaction - INFO - Epoch [16][2160/2505] lr: 5.000e-04, eta: 2 days, 8:20:32, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8115, loss_cls: 1.7175, loss: 1.7175, grad_norm: 16.1906 2020-07-30 04:05:49,833 - mmaction - INFO - Epoch [16][2180/2505] lr: 5.000e-04, eta: 2 days, 8:19:50, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8042, loss_cls: 1.8241, loss: 1.8241, grad_norm: 16.5416 2020-07-30 04:06:27,686 - mmaction - INFO - Epoch [16][2200/2505] lr: 5.000e-04, eta: 2 days, 8:19:06, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8182, loss_cls: 1.7001, loss: 1.7001, grad_norm: 16.3870 2020-07-30 04:07:05,490 - mmaction - INFO - Epoch [16][2220/2505] lr: 5.000e-04, eta: 2 days, 8:18:20, time: 1.890, data_time: 0.000, memory: 8518, top1_acc: 0.6151, top5_acc: 0.8089, loss_cls: 1.7527, loss: 1.7527, grad_norm: 16.2176 2020-07-30 04:07:43,400 - mmaction - INFO - Epoch [16][2240/2505] lr: 5.000e-04, eta: 2 days, 8:17:37, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8224, loss_cls: 1.6877, loss: 1.6877, grad_norm: 16.6440 2020-07-30 04:08:21,364 - mmaction - INFO - Epoch [16][2260/2505] lr: 5.000e-04, eta: 2 days, 8:16:53, time: 1.898, data_time: 0.000, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8156, loss_cls: 1.6824, loss: 1.6824, grad_norm: 15.7431 2020-07-30 04:08:59,322 - mmaction - INFO - Epoch [16][2280/2505] lr: 5.000e-04, eta: 2 days, 8:16:10, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8240, loss_cls: 1.6984, loss: 1.6984, grad_norm: 16.8567 2020-07-30 04:09:37,448 - mmaction - INFO - Epoch [16][2300/2505] lr: 5.000e-04, eta: 2 days, 8:15:28, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8000, loss_cls: 1.8221, loss: 1.8221, grad_norm: 16.5127 2020-07-30 04:10:15,469 - mmaction - INFO - Epoch [16][2320/2505] lr: 5.000e-04, eta: 2 days, 8:14:45, time: 1.901, data_time: 0.002, memory: 8518, top1_acc: 0.6104, top5_acc: 0.8182, loss_cls: 1.7451, loss: 1.7451, grad_norm: 16.0336 2020-07-30 04:10:53,303 - mmaction - INFO - Epoch [16][2340/2505] lr: 5.000e-04, eta: 2 days, 8:14:00, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6151, top5_acc: 0.8010, loss_cls: 1.7789, loss: 1.7789, grad_norm: 16.2600 2020-07-30 04:11:31,199 - mmaction - INFO - Epoch [16][2360/2505] lr: 5.000e-04, eta: 2 days, 8:13:16, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.7445, loss: 1.7445, grad_norm: 15.9044 2020-07-30 04:12:09,103 - mmaction - INFO - Epoch [16][2380/2505] lr: 5.000e-04, eta: 2 days, 8:12:32, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.5974, top5_acc: 0.7974, loss_cls: 1.8256, loss: 1.8256, grad_norm: 16.9773 2020-07-30 04:12:47,028 - mmaction - INFO - Epoch [16][2400/2505] lr: 5.000e-04, eta: 2 days, 8:11:49, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.7638, loss: 1.7638, grad_norm: 16.4194 2020-07-30 04:13:25,006 - mmaction - INFO - Epoch [16][2420/2505] lr: 5.000e-04, eta: 2 days, 8:11:06, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.5885, top5_acc: 0.7891, loss_cls: 1.8796, loss: 1.8796, grad_norm: 16.9594 2020-07-30 04:14:03,023 - mmaction - INFO - Epoch [16][2440/2505] lr: 5.000e-04, eta: 2 days, 8:10:23, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.7495, loss: 1.7495, grad_norm: 15.8574 2020-07-30 04:14:40,941 - mmaction - INFO - Epoch [16][2460/2505] lr: 5.000e-04, eta: 2 days, 8:09:39, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.8099, loss_cls: 1.7820, loss: 1.7820, grad_norm: 16.6887 2020-07-30 04:15:18,758 - mmaction - INFO - Epoch [16][2480/2505] lr: 5.000e-04, eta: 2 days, 8:08:55, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8229, loss_cls: 1.6877, loss: 1.6877, grad_norm: 16.1065 2020-07-30 04:15:56,667 - mmaction - INFO - Epoch [16][2500/2505] lr: 5.000e-04, eta: 2 days, 8:08:11, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8057, loss_cls: 1.7716, loss: 1.7716, grad_norm: 16.3800 2020-07-30 04:16:14,670 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-30 04:17:57,853 - mmaction - INFO - Epoch [17][20/2505] lr: 5.000e-04, eta: 2 days, 8:16:54, time: 5.129, data_time: 3.155, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8234, loss_cls: 1.6857, loss: 1.6857, grad_norm: 16.1021 2020-07-30 04:18:36,184 - mmaction - INFO - Epoch [17][40/2505] lr: 5.000e-04, eta: 2 days, 8:16:14, time: 1.916, data_time: 0.015, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8198, loss_cls: 1.6855, loss: 1.6855, grad_norm: 16.0694 2020-07-30 04:19:14,278 - mmaction - INFO - Epoch [17][60/2505] lr: 5.000e-04, eta: 2 days, 8:15:31, time: 1.905, data_time: 0.006, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8094, loss_cls: 1.7598, loss: 1.7598, grad_norm: 15.9219 2020-07-30 04:19:52,157 - mmaction - INFO - Epoch [17][80/2505] lr: 5.000e-04, eta: 2 days, 8:14:46, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8078, loss_cls: 1.7259, loss: 1.7259, grad_norm: 15.7192 2020-07-30 04:20:31,200 - mmaction - INFO - Epoch [17][100/2505] lr: 5.000e-04, eta: 2 days, 8:14:12, time: 1.952, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8229, loss_cls: 1.7757, loss: 1.7757, grad_norm: 16.6587 2020-07-30 04:21:09,174 - mmaction - INFO - Epoch [17][120/2505] lr: 5.000e-04, eta: 2 days, 8:13:28, time: 1.899, data_time: 0.004, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8094, loss_cls: 1.7354, loss: 1.7354, grad_norm: 16.0430 2020-07-30 04:21:47,186 - mmaction - INFO - Epoch [17][140/2505] lr: 5.000e-04, eta: 2 days, 8:12:44, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8250, loss_cls: 1.6698, loss: 1.6698, grad_norm: 16.0712 2020-07-30 04:22:25,088 - mmaction - INFO - Epoch [17][160/2505] lr: 5.000e-04, eta: 2 days, 8:12:00, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8177, loss_cls: 1.7119, loss: 1.7119, grad_norm: 16.1139 2020-07-30 04:23:03,069 - mmaction - INFO - Epoch [17][180/2505] lr: 5.000e-04, eta: 2 days, 8:11:15, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6115, top5_acc: 0.8057, loss_cls: 1.7646, loss: 1.7646, grad_norm: 16.5498 2020-07-30 04:23:40,977 - mmaction - INFO - Epoch [17][200/2505] lr: 5.000e-04, eta: 2 days, 8:10:31, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.5953, top5_acc: 0.7917, loss_cls: 1.8372, loss: 1.8372, grad_norm: 17.2085 2020-07-30 04:24:18,777 - mmaction - INFO - Epoch [17][220/2505] lr: 5.000e-04, eta: 2 days, 8:09:45, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.8036, loss_cls: 1.8161, loss: 1.8161, grad_norm: 17.6810 2020-07-30 04:24:56,665 - mmaction - INFO - Epoch [17][240/2505] lr: 5.000e-04, eta: 2 days, 8:09:00, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8219, loss_cls: 1.7089, loss: 1.7089, grad_norm: 16.7481 2020-07-30 04:25:35,340 - mmaction - INFO - Epoch [17][260/2505] lr: 5.000e-04, eta: 2 days, 8:08:23, time: 1.933, data_time: 0.001, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8234, loss_cls: 1.6607, loss: 1.6607, grad_norm: 15.9144 2020-07-30 04:26:13,342 - mmaction - INFO - Epoch [17][280/2505] lr: 5.000e-04, eta: 2 days, 8:07:39, time: 1.901, data_time: 0.005, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.6569, loss: 1.6569, grad_norm: 16.1522 2020-07-30 04:26:51,304 - mmaction - INFO - Epoch [17][300/2505] lr: 5.000e-04, eta: 2 days, 8:06:55, time: 1.898, data_time: 0.000, memory: 8518, top1_acc: 0.6146, top5_acc: 0.8151, loss_cls: 1.7250, loss: 1.7250, grad_norm: 16.1643 2020-07-30 04:27:29,257 - mmaction - INFO - Epoch [17][320/2505] lr: 5.000e-04, eta: 2 days, 8:06:11, time: 1.897, data_time: 0.000, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8052, loss_cls: 1.7594, loss: 1.7594, grad_norm: 16.3496 2020-07-30 04:28:07,216 - mmaction - INFO - Epoch [17][340/2505] lr: 5.000e-04, eta: 2 days, 8:05:27, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8031, loss_cls: 1.7455, loss: 1.7455, grad_norm: 16.1602 2020-07-30 04:28:45,180 - mmaction - INFO - Epoch [17][360/2505] lr: 5.000e-04, eta: 2 days, 8:04:43, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8182, loss_cls: 1.7159, loss: 1.7159, grad_norm: 16.6470 2020-07-30 04:29:23,116 - mmaction - INFO - Epoch [17][380/2505] lr: 5.000e-04, eta: 2 days, 8:03:59, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8109, loss_cls: 1.7796, loss: 1.7796, grad_norm: 16.5712 2020-07-30 04:30:01,037 - mmaction - INFO - Epoch [17][400/2505] lr: 5.000e-04, eta: 2 days, 8:03:14, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8188, loss_cls: 1.7004, loss: 1.7004, grad_norm: 16.7696 2020-07-30 04:30:39,304 - mmaction - INFO - Epoch [17][420/2505] lr: 5.000e-04, eta: 2 days, 8:02:33, time: 1.913, data_time: 0.001, memory: 8518, top1_acc: 0.6115, top5_acc: 0.8172, loss_cls: 1.7313, loss: 1.7313, grad_norm: 16.3566 2020-07-30 04:31:17,268 - mmaction - INFO - Epoch [17][440/2505] lr: 5.000e-04, eta: 2 days, 8:01:49, time: 1.898, data_time: 0.003, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8016, loss_cls: 1.7628, loss: 1.7628, grad_norm: 16.2577 2020-07-30 04:31:55,274 - mmaction - INFO - Epoch [17][460/2505] lr: 5.000e-04, eta: 2 days, 8:01:06, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6313, top5_acc: 0.8193, loss_cls: 1.7171, loss: 1.7171, grad_norm: 17.0672 2020-07-30 04:32:33,216 - mmaction - INFO - Epoch [17][480/2505] lr: 5.000e-04, eta: 2 days, 8:00:22, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8036, loss_cls: 1.7651, loss: 1.7651, grad_norm: 16.5655 2020-07-30 04:33:11,245 - mmaction - INFO - Epoch [17][500/2505] lr: 5.000e-04, eta: 2 days, 7:59:39, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8214, loss_cls: 1.6888, loss: 1.6888, grad_norm: 16.5426 2020-07-30 04:33:49,071 - mmaction - INFO - Epoch [17][520/2505] lr: 5.000e-04, eta: 2 days, 7:58:53, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6089, top5_acc: 0.8083, loss_cls: 1.7596, loss: 1.7596, grad_norm: 16.8670 2020-07-30 04:34:26,970 - mmaction - INFO - Epoch [17][540/2505] lr: 5.000e-04, eta: 2 days, 7:58:09, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8401, loss_cls: 1.6145, loss: 1.6145, grad_norm: 16.2868 2020-07-30 04:35:04,868 - mmaction - INFO - Epoch [17][560/2505] lr: 5.000e-04, eta: 2 days, 7:57:24, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8057, loss_cls: 1.7490, loss: 1.7490, grad_norm: 16.3794 2020-07-30 04:35:42,716 - mmaction - INFO - Epoch [17][580/2505] lr: 5.000e-04, eta: 2 days, 7:56:39, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6146, top5_acc: 0.8187, loss_cls: 1.7141, loss: 1.7141, grad_norm: 16.7267 2020-07-30 04:36:20,605 - mmaction - INFO - Epoch [17][600/2505] lr: 5.000e-04, eta: 2 days, 7:55:55, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8286, loss_cls: 1.6947, loss: 1.6947, grad_norm: 16.7724 2020-07-30 04:36:58,461 - mmaction - INFO - Epoch [17][620/2505] lr: 5.000e-04, eta: 2 days, 7:55:10, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6151, top5_acc: 0.8099, loss_cls: 1.7469, loss: 1.7469, grad_norm: 17.3318 2020-07-30 04:37:36,349 - mmaction - INFO - Epoch [17][640/2505] lr: 5.000e-04, eta: 2 days, 7:54:26, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.5938, top5_acc: 0.8016, loss_cls: 1.8395, loss: 1.8395, grad_norm: 16.5780 2020-07-30 04:38:14,304 - mmaction - INFO - Epoch [17][660/2505] lr: 5.000e-04, eta: 2 days, 7:53:42, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8141, loss_cls: 1.7336, loss: 1.7336, grad_norm: 16.2978 2020-07-30 04:38:52,307 - mmaction - INFO - Epoch [17][680/2505] lr: 5.000e-04, eta: 2 days, 7:52:59, time: 1.899, data_time: 0.000, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8057, loss_cls: 1.7779, loss: 1.7779, grad_norm: 16.5751 2020-07-30 04:39:30,165 - mmaction - INFO - Epoch [17][700/2505] lr: 5.000e-04, eta: 2 days, 7:52:14, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8057, loss_cls: 1.7704, loss: 1.7704, grad_norm: 16.8872 2020-07-30 04:40:08,164 - mmaction - INFO - Epoch [17][720/2505] lr: 5.000e-04, eta: 2 days, 7:51:31, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8130, loss_cls: 1.6898, loss: 1.6898, grad_norm: 15.9555 2020-07-30 04:40:46,041 - mmaction - INFO - Epoch [17][740/2505] lr: 5.000e-04, eta: 2 days, 7:50:46, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6318, top5_acc: 0.8130, loss_cls: 1.7153, loss: 1.7153, grad_norm: 16.8424 2020-07-30 04:41:23,913 - mmaction - INFO - Epoch [17][760/2505] lr: 5.000e-04, eta: 2 days, 7:50:02, time: 1.893, data_time: 0.000, memory: 8518, top1_acc: 0.5995, top5_acc: 0.8208, loss_cls: 1.7621, loss: 1.7621, grad_norm: 16.6531 2020-07-30 04:42:01,802 - mmaction - INFO - Epoch [17][780/2505] lr: 5.000e-04, eta: 2 days, 7:49:18, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8010, loss_cls: 1.7634, loss: 1.7634, grad_norm: 15.6607 2020-07-30 04:42:39,740 - mmaction - INFO - Epoch [17][800/2505] lr: 5.000e-04, eta: 2 days, 7:48:34, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6042, top5_acc: 0.8021, loss_cls: 1.8021, loss: 1.8021, grad_norm: 16.3670 2020-07-30 04:43:17,866 - mmaction - INFO - Epoch [17][820/2505] lr: 5.000e-04, eta: 2 days, 7:47:52, time: 1.906, data_time: 0.000, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8021, loss_cls: 1.7563, loss: 1.7563, grad_norm: 16.2059 2020-07-30 04:43:55,797 - mmaction - INFO - Epoch [17][840/2505] lr: 5.000e-04, eta: 2 days, 7:47:08, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8115, loss_cls: 1.7375, loss: 1.7375, grad_norm: 16.6404 2020-07-30 04:44:33,901 - mmaction - INFO - Epoch [17][860/2505] lr: 5.000e-04, eta: 2 days, 7:46:26, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6151, top5_acc: 0.7927, loss_cls: 1.7826, loss: 1.7826, grad_norm: 17.5164 2020-07-30 04:45:11,903 - mmaction - INFO - Epoch [17][880/2505] lr: 5.000e-04, eta: 2 days, 7:45:43, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6312, top5_acc: 0.8182, loss_cls: 1.7157, loss: 1.7157, grad_norm: 16.3298 2020-07-30 04:45:49,750 - mmaction - INFO - Epoch [17][900/2505] lr: 5.000e-04, eta: 2 days, 7:44:58, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8172, loss_cls: 1.7116, loss: 1.7116, grad_norm: 16.6071 2020-07-30 04:46:27,525 - mmaction - INFO - Epoch [17][920/2505] lr: 5.000e-04, eta: 2 days, 7:44:13, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6396, top5_acc: 0.8203, loss_cls: 1.6657, loss: 1.6657, grad_norm: 15.9424 2020-07-30 04:47:05,511 - mmaction - INFO - Epoch [17][940/2505] lr: 5.000e-04, eta: 2 days, 7:43:30, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8026, loss_cls: 1.8124, loss: 1.8124, grad_norm: 16.4715 2020-07-30 04:47:43,489 - mmaction - INFO - Epoch [17][960/2505] lr: 5.000e-04, eta: 2 days, 7:42:47, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8161, loss_cls: 1.7211, loss: 1.7211, grad_norm: 16.3418 2020-07-30 04:48:21,510 - mmaction - INFO - Epoch [17][980/2505] lr: 5.000e-04, eta: 2 days, 7:42:04, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6432, top5_acc: 0.8172, loss_cls: 1.6557, loss: 1.6557, grad_norm: 15.6328 2020-07-30 04:48:59,340 - mmaction - INFO - Epoch [17][1000/2505] lr: 5.000e-04, eta: 2 days, 7:41:19, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8177, loss_cls: 1.7708, loss: 1.7708, grad_norm: 16.6469 2020-07-30 04:49:37,198 - mmaction - INFO - Epoch [17][1020/2505] lr: 5.000e-04, eta: 2 days, 7:40:35, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8068, loss_cls: 1.7551, loss: 1.7551, grad_norm: 16.7434 2020-07-30 04:50:15,095 - mmaction - INFO - Epoch [17][1040/2505] lr: 5.000e-04, eta: 2 days, 7:39:51, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8115, loss_cls: 1.7316, loss: 1.7316, grad_norm: 16.0369 2020-07-30 04:50:52,961 - mmaction - INFO - Epoch [17][1060/2505] lr: 5.000e-04, eta: 2 days, 7:39:07, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8188, loss_cls: 1.7175, loss: 1.7175, grad_norm: 16.6294 2020-07-30 04:51:31,038 - mmaction - INFO - Epoch [17][1080/2505] lr: 5.000e-04, eta: 2 days, 7:38:25, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6063, top5_acc: 0.7948, loss_cls: 1.8173, loss: 1.8173, grad_norm: 16.6951 2020-07-30 04:52:08,878 - mmaction - INFO - Epoch [17][1100/2505] lr: 5.000e-04, eta: 2 days, 7:37:40, time: 1.891, data_time: 0.000, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8078, loss_cls: 1.7474, loss: 1.7474, grad_norm: 16.2970 2020-07-30 04:52:46,702 - mmaction - INFO - Epoch [17][1120/2505] lr: 5.000e-04, eta: 2 days, 7:36:56, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8286, loss_cls: 1.6930, loss: 1.6930, grad_norm: 16.8805 2020-07-30 04:53:24,605 - mmaction - INFO - Epoch [17][1140/2505] lr: 5.000e-04, eta: 2 days, 7:36:12, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8203, loss_cls: 1.7017, loss: 1.7017, grad_norm: 15.8681 2020-07-30 04:54:02,472 - mmaction - INFO - Epoch [17][1160/2505] lr: 5.000e-04, eta: 2 days, 7:35:28, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.7974, loss_cls: 1.7677, loss: 1.7677, grad_norm: 16.4406 2020-07-30 04:54:40,406 - mmaction - INFO - Epoch [17][1180/2505] lr: 5.000e-04, eta: 2 days, 7:34:44, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6234, top5_acc: 0.8172, loss_cls: 1.7425, loss: 1.7425, grad_norm: 16.7673 2020-07-30 04:55:18,404 - mmaction - INFO - Epoch [17][1200/2505] lr: 5.000e-04, eta: 2 days, 7:34:02, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6115, top5_acc: 0.8073, loss_cls: 1.7433, loss: 1.7433, grad_norm: 16.1281 2020-07-30 04:55:56,371 - mmaction - INFO - Epoch [17][1220/2505] lr: 5.000e-04, eta: 2 days, 7:33:18, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8266, loss_cls: 1.6796, loss: 1.6796, grad_norm: 16.6836 2020-07-30 04:56:34,285 - mmaction - INFO - Epoch [17][1240/2505] lr: 5.000e-04, eta: 2 days, 7:32:35, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6073, top5_acc: 0.7953, loss_cls: 1.8011, loss: 1.8011, grad_norm: 16.3593 2020-07-30 04:57:12,116 - mmaction - INFO - Epoch [17][1260/2505] lr: 5.000e-04, eta: 2 days, 7:31:51, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.5995, top5_acc: 0.8167, loss_cls: 1.7710, loss: 1.7710, grad_norm: 17.1345 2020-07-30 04:57:50,022 - mmaction - INFO - Epoch [17][1280/2505] lr: 5.000e-04, eta: 2 days, 7:31:07, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6224, top5_acc: 0.8130, loss_cls: 1.6706, loss: 1.6706, grad_norm: 16.3500 2020-07-30 04:58:27,923 - mmaction - INFO - Epoch [17][1300/2505] lr: 5.000e-04, eta: 2 days, 7:30:23, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6146, top5_acc: 0.8073, loss_cls: 1.7255, loss: 1.7255, grad_norm: 16.9652 2020-07-30 04:59:05,844 - mmaction - INFO - Epoch [17][1320/2505] lr: 5.000e-04, eta: 2 days, 7:29:40, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.7893, loss: 1.7893, grad_norm: 17.2438 2020-07-30 04:59:43,769 - mmaction - INFO - Epoch [17][1340/2505] lr: 5.000e-04, eta: 2 days, 7:28:57, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8042, loss_cls: 1.7573, loss: 1.7573, grad_norm: 16.1852 2020-07-30 05:00:24,409 - mmaction - INFO - Epoch [17][1360/2505] lr: 5.000e-04, eta: 2 days, 7:28:38, time: 2.030, data_time: 0.002, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8214, loss_cls: 1.7145, loss: 1.7145, grad_norm: 16.5797 2020-07-30 05:01:02,581 - mmaction - INFO - Epoch [17][1380/2505] lr: 5.000e-04, eta: 2 days, 7:27:57, time: 1.910, data_time: 0.013, memory: 8518, top1_acc: 0.6234, top5_acc: 0.8208, loss_cls: 1.6963, loss: 1.6963, grad_norm: 16.5627 2020-07-30 05:01:40,612 - mmaction - INFO - Epoch [17][1400/2505] lr: 5.000e-04, eta: 2 days, 7:27:15, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.5948, top5_acc: 0.8036, loss_cls: 1.7952, loss: 1.7952, grad_norm: 17.4093 2020-07-30 05:02:18,674 - mmaction - INFO - Epoch [17][1420/2505] lr: 5.000e-04, eta: 2 days, 7:26:33, time: 1.903, data_time: 0.000, memory: 8518, top1_acc: 0.6036, top5_acc: 0.8089, loss_cls: 1.7873, loss: 1.7873, grad_norm: 16.5593 2020-07-30 05:02:56,585 - mmaction - INFO - Epoch [17][1440/2505] lr: 5.000e-04, eta: 2 days, 7:25:49, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8276, loss_cls: 1.6839, loss: 1.6839, grad_norm: 16.2627 2020-07-30 05:03:34,551 - mmaction - INFO - Epoch [17][1460/2505] lr: 5.000e-04, eta: 2 days, 7:25:06, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8146, loss_cls: 1.6826, loss: 1.6826, grad_norm: 16.9292 2020-07-30 05:04:12,312 - mmaction - INFO - Epoch [17][1480/2505] lr: 5.000e-04, eta: 2 days, 7:24:21, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8141, loss_cls: 1.6714, loss: 1.6714, grad_norm: 16.4351 2020-07-30 05:04:50,131 - mmaction - INFO - Epoch [17][1500/2505] lr: 5.000e-04, eta: 2 days, 7:23:37, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8036, loss_cls: 1.7464, loss: 1.7464, grad_norm: 16.5903 2020-07-30 05:05:29,037 - mmaction - INFO - Epoch [17][1520/2505] lr: 5.000e-04, eta: 2 days, 7:23:03, time: 1.945, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8193, loss_cls: 1.7170, loss: 1.7170, grad_norm: 16.1018 2020-07-30 05:06:07,019 - mmaction - INFO - Epoch [17][1540/2505] lr: 5.000e-04, eta: 2 days, 7:22:20, time: 1.900, data_time: 0.004, memory: 8518, top1_acc: 0.5891, top5_acc: 0.8125, loss_cls: 1.7933, loss: 1.7933, grad_norm: 17.2332 2020-07-30 05:06:44,827 - mmaction - INFO - Epoch [17][1560/2505] lr: 5.000e-04, eta: 2 days, 7:21:36, time: 1.890, data_time: 0.000, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8047, loss_cls: 1.7834, loss: 1.7834, grad_norm: 16.6742 2020-07-30 05:07:22,628 - mmaction - INFO - Epoch [17][1580/2505] lr: 5.000e-04, eta: 2 days, 7:20:52, time: 1.890, data_time: 0.000, memory: 8518, top1_acc: 0.6130, top5_acc: 0.8151, loss_cls: 1.7411, loss: 1.7411, grad_norm: 16.4643 2020-07-30 05:08:00,456 - mmaction - INFO - Epoch [17][1600/2505] lr: 5.000e-04, eta: 2 days, 7:20:08, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8089, loss_cls: 1.7595, loss: 1.7595, grad_norm: 16.7048 2020-07-30 05:08:38,378 - mmaction - INFO - Epoch [17][1620/2505] lr: 5.000e-04, eta: 2 days, 7:19:24, time: 1.895, data_time: 0.000, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8099, loss_cls: 1.6942, loss: 1.6942, grad_norm: 15.7670 2020-07-30 05:09:16,156 - mmaction - INFO - Epoch [17][1640/2505] lr: 5.000e-04, eta: 2 days, 7:18:40, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6000, top5_acc: 0.8036, loss_cls: 1.8038, loss: 1.8038, grad_norm: 16.8583 2020-07-30 05:09:53,980 - mmaction - INFO - Epoch [17][1660/2505] lr: 5.000e-04, eta: 2 days, 7:17:56, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.6414, loss: 1.6414, grad_norm: 15.6730 2020-07-30 05:10:32,109 - mmaction - INFO - Epoch [17][1680/2505] lr: 5.000e-04, eta: 2 days, 7:17:15, time: 1.907, data_time: 0.001, memory: 8518, top1_acc: 0.6042, top5_acc: 0.8089, loss_cls: 1.7955, loss: 1.7955, grad_norm: 16.7310 2020-07-30 05:11:10,038 - mmaction - INFO - Epoch [17][1700/2505] lr: 5.000e-04, eta: 2 days, 7:16:31, time: 1.896, data_time: 0.003, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8109, loss_cls: 1.7068, loss: 1.7068, grad_norm: 16.3911 2020-07-30 05:11:47,996 - mmaction - INFO - Epoch [17][1720/2505] lr: 5.000e-04, eta: 2 days, 7:15:49, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8062, loss_cls: 1.7448, loss: 1.7448, grad_norm: 16.6778 2020-07-30 05:12:25,915 - mmaction - INFO - Epoch [17][1740/2505] lr: 5.000e-04, eta: 2 days, 7:15:05, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8151, loss_cls: 1.7558, loss: 1.7558, grad_norm: 16.5682 2020-07-30 05:13:03,902 - mmaction - INFO - Epoch [17][1760/2505] lr: 5.000e-04, eta: 2 days, 7:14:23, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6104, top5_acc: 0.8010, loss_cls: 1.7962, loss: 1.7962, grad_norm: 16.8335 2020-07-30 05:13:42,023 - mmaction - INFO - Epoch [17][1780/2505] lr: 5.000e-04, eta: 2 days, 7:13:42, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6240, top5_acc: 0.8224, loss_cls: 1.6585, loss: 1.6585, grad_norm: 16.0912 2020-07-30 05:14:19,850 - mmaction - INFO - Epoch [17][1800/2505] lr: 5.000e-04, eta: 2 days, 7:12:58, time: 1.892, data_time: 0.002, memory: 8518, top1_acc: 0.6266, top5_acc: 0.7990, loss_cls: 1.7583, loss: 1.7583, grad_norm: 16.3795 2020-07-30 05:14:57,751 - mmaction - INFO - Epoch [17][1820/2505] lr: 5.000e-04, eta: 2 days, 7:12:15, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6047, top5_acc: 0.8146, loss_cls: 1.7253, loss: 1.7253, grad_norm: 17.1073 2020-07-30 05:15:35,907 - mmaction - INFO - Epoch [17][1840/2505] lr: 5.000e-04, eta: 2 days, 7:11:34, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8042, loss_cls: 1.7254, loss: 1.7254, grad_norm: 16.4589 2020-07-30 05:16:13,997 - mmaction - INFO - Epoch [17][1860/2505] lr: 5.000e-04, eta: 2 days, 7:10:52, time: 1.904, data_time: 0.007, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8115, loss_cls: 1.7689, loss: 1.7689, grad_norm: 16.6932 2020-07-30 05:16:51,857 - mmaction - INFO - Epoch [17][1880/2505] lr: 5.000e-04, eta: 2 days, 7:10:09, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5911, top5_acc: 0.7927, loss_cls: 1.8556, loss: 1.8556, grad_norm: 16.1461 2020-07-30 05:17:29,618 - mmaction - INFO - Epoch [17][1900/2505] lr: 5.000e-04, eta: 2 days, 7:09:24, time: 1.887, data_time: 0.000, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8057, loss_cls: 1.7752, loss: 1.7752, grad_norm: 16.4732 2020-07-30 05:18:07,386 - mmaction - INFO - Epoch [17][1920/2505] lr: 5.000e-04, eta: 2 days, 7:08:40, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.7267, loss: 1.7267, grad_norm: 16.3943 2020-07-30 05:18:45,315 - mmaction - INFO - Epoch [17][1940/2505] lr: 5.000e-04, eta: 2 days, 7:07:57, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8214, loss_cls: 1.6823, loss: 1.6823, grad_norm: 16.0184 2020-07-30 05:19:23,196 - mmaction - INFO - Epoch [17][1960/2505] lr: 5.000e-04, eta: 2 days, 7:07:14, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8219, loss_cls: 1.6752, loss: 1.6752, grad_norm: 16.8310 2020-07-30 05:20:00,993 - mmaction - INFO - Epoch [17][1980/2505] lr: 5.000e-04, eta: 2 days, 7:06:30, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8193, loss_cls: 1.7132, loss: 1.7132, grad_norm: 17.3193 2020-07-30 05:20:38,835 - mmaction - INFO - Epoch [17][2000/2505] lr: 5.000e-04, eta: 2 days, 7:05:47, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8094, loss_cls: 1.7821, loss: 1.7821, grad_norm: 17.0326 2020-07-30 05:21:17,165 - mmaction - INFO - Epoch [17][2020/2505] lr: 5.000e-04, eta: 2 days, 7:05:07, time: 1.916, data_time: 0.011, memory: 8518, top1_acc: 0.6083, top5_acc: 0.7995, loss_cls: 1.8022, loss: 1.8022, grad_norm: 17.0091 2020-07-30 05:21:54,927 - mmaction - INFO - Epoch [17][2040/2505] lr: 5.000e-04, eta: 2 days, 7:04:23, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.5974, top5_acc: 0.8089, loss_cls: 1.7892, loss: 1.7892, grad_norm: 17.1785 2020-07-30 05:22:32,796 - mmaction - INFO - Epoch [17][2060/2505] lr: 5.000e-04, eta: 2 days, 7:03:40, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8130, loss_cls: 1.7088, loss: 1.7088, grad_norm: 15.6808 2020-07-30 05:23:10,816 - mmaction - INFO - Epoch [17][2080/2505] lr: 5.000e-04, eta: 2 days, 7:02:58, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6365, top5_acc: 0.8255, loss_cls: 1.6584, loss: 1.6584, grad_norm: 16.2713 2020-07-30 05:23:48,569 - mmaction - INFO - Epoch [17][2100/2505] lr: 5.000e-04, eta: 2 days, 7:02:14, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.8031, loss_cls: 1.7755, loss: 1.7755, grad_norm: 16.5432 2020-07-30 05:24:26,483 - mmaction - INFO - Epoch [17][2120/2505] lr: 5.000e-04, eta: 2 days, 7:01:31, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6063, top5_acc: 0.8104, loss_cls: 1.7807, loss: 1.7807, grad_norm: 16.4281 2020-07-30 05:25:04,454 - mmaction - INFO - Epoch [17][2140/2505] lr: 5.000e-04, eta: 2 days, 7:00:48, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6187, top5_acc: 0.8161, loss_cls: 1.6929, loss: 1.6929, grad_norm: 16.1088 2020-07-30 05:25:42,135 - mmaction - INFO - Epoch [17][2160/2505] lr: 5.000e-04, eta: 2 days, 7:00:04, time: 1.884, data_time: 0.001, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8005, loss_cls: 1.7943, loss: 1.7943, grad_norm: 16.7685 2020-07-30 05:26:19,992 - mmaction - INFO - Epoch [17][2180/2505] lr: 5.000e-04, eta: 2 days, 6:59:20, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8208, loss_cls: 1.7123, loss: 1.7123, grad_norm: 16.3647 2020-07-30 05:26:57,866 - mmaction - INFO - Epoch [17][2200/2505] lr: 5.000e-04, eta: 2 days, 6:58:37, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6031, top5_acc: 0.8073, loss_cls: 1.7894, loss: 1.7894, grad_norm: 16.8701 2020-07-30 05:27:35,628 - mmaction - INFO - Epoch [17][2220/2505] lr: 5.000e-04, eta: 2 days, 6:57:53, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8109, loss_cls: 1.7561, loss: 1.7561, grad_norm: 17.3024 2020-07-30 05:28:13,433 - mmaction - INFO - Epoch [17][2240/2505] lr: 5.000e-04, eta: 2 days, 6:57:10, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8172, loss_cls: 1.7246, loss: 1.7246, grad_norm: 16.3189 2020-07-30 05:28:51,197 - mmaction - INFO - Epoch [17][2260/2505] lr: 5.000e-04, eta: 2 days, 6:56:26, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8062, loss_cls: 1.7612, loss: 1.7612, grad_norm: 17.4099 2020-07-30 05:29:28,940 - mmaction - INFO - Epoch [17][2280/2505] lr: 5.000e-04, eta: 2 days, 6:55:42, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8198, loss_cls: 1.7158, loss: 1.7158, grad_norm: 16.4711 2020-07-30 05:30:06,713 - mmaction - INFO - Epoch [17][2300/2505] lr: 5.000e-04, eta: 2 days, 6:54:58, time: 1.889, data_time: 0.000, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8057, loss_cls: 1.7267, loss: 1.7267, grad_norm: 16.1189 2020-07-30 05:30:44,518 - mmaction - INFO - Epoch [17][2320/2505] lr: 5.000e-04, eta: 2 days, 6:54:14, time: 1.890, data_time: 0.000, memory: 8518, top1_acc: 0.5974, top5_acc: 0.7958, loss_cls: 1.8536, loss: 1.8536, grad_norm: 16.8297 2020-07-30 05:31:22,377 - mmaction - INFO - Epoch [17][2340/2505] lr: 5.000e-04, eta: 2 days, 6:53:31, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.8283, loss: 1.8283, grad_norm: 17.3919 2020-07-30 05:32:00,320 - mmaction - INFO - Epoch [17][2360/2505] lr: 5.000e-04, eta: 2 days, 6:52:49, time: 1.897, data_time: 0.000, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8177, loss_cls: 1.7204, loss: 1.7204, grad_norm: 15.6843 2020-07-30 05:32:38,167 - mmaction - INFO - Epoch [17][2380/2505] lr: 5.000e-04, eta: 2 days, 6:52:05, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.7932, loss_cls: 1.8052, loss: 1.8052, grad_norm: 16.5382 2020-07-30 05:33:16,058 - mmaction - INFO - Epoch [17][2400/2505] lr: 5.000e-04, eta: 2 days, 6:51:23, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6188, top5_acc: 0.8078, loss_cls: 1.7439, loss: 1.7439, grad_norm: 17.1356 2020-07-30 05:33:54,006 - mmaction - INFO - Epoch [17][2420/2505] lr: 5.000e-04, eta: 2 days, 6:50:40, time: 1.897, data_time: 0.000, memory: 8518, top1_acc: 0.6026, top5_acc: 0.8167, loss_cls: 1.7303, loss: 1.7303, grad_norm: 16.9387 2020-07-30 05:34:31,990 - mmaction - INFO - Epoch [17][2440/2505] lr: 5.000e-04, eta: 2 days, 6:49:58, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8224, loss_cls: 1.6690, loss: 1.6690, grad_norm: 16.6642 2020-07-30 05:35:09,877 - mmaction - INFO - Epoch [17][2460/2505] lr: 5.000e-04, eta: 2 days, 6:49:16, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6063, top5_acc: 0.8031, loss_cls: 1.8072, loss: 1.8072, grad_norm: 16.0566 2020-07-30 05:35:47,658 - mmaction - INFO - Epoch [17][2480/2505] lr: 5.000e-04, eta: 2 days, 6:48:32, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6057, top5_acc: 0.8057, loss_cls: 1.7822, loss: 1.7822, grad_norm: 16.2827 2020-07-30 05:36:25,518 - mmaction - INFO - Epoch [17][2500/2505] lr: 5.000e-04, eta: 2 days, 6:47:49, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8193, loss_cls: 1.7033, loss: 1.7033, grad_norm: 16.8873 2020-07-30 05:38:24,685 - mmaction - INFO - Epoch [18][20/2505] lr: 5.000e-04, eta: 2 days, 6:54:21, time: 5.087, data_time: 3.126, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8208, loss_cls: 1.6841, loss: 1.6841, grad_norm: 16.3743 2020-07-30 05:39:03,200 - mmaction - INFO - Epoch [18][40/2505] lr: 5.000e-04, eta: 2 days, 6:53:43, time: 1.926, data_time: 0.016, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8245, loss_cls: 1.6729, loss: 1.6729, grad_norm: 17.0827 2020-07-30 05:39:41,264 - mmaction - INFO - Epoch [18][60/2505] lr: 5.000e-04, eta: 2 days, 6:53:00, time: 1.903, data_time: 0.002, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8057, loss_cls: 1.7281, loss: 1.7281, grad_norm: 16.4525 2020-07-30 05:40:20,003 - mmaction - INFO - Epoch [18][80/2505] lr: 5.000e-04, eta: 2 days, 6:52:24, time: 1.937, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8156, loss_cls: 1.7082, loss: 1.7082, grad_norm: 16.1761 2020-07-30 05:40:58,111 - mmaction - INFO - Epoch [18][100/2505] lr: 5.000e-04, eta: 2 days, 6:51:42, time: 1.905, data_time: 0.004, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8135, loss_cls: 1.7344, loss: 1.7344, grad_norm: 16.7001 2020-07-30 05:41:36,126 - mmaction - INFO - Epoch [18][120/2505] lr: 5.000e-04, eta: 2 days, 6:51:00, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.8010, loss: 1.8010, grad_norm: 16.5605 2020-07-30 05:42:14,165 - mmaction - INFO - Epoch [18][140/2505] lr: 5.000e-04, eta: 2 days, 6:50:18, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.5927, top5_acc: 0.8052, loss_cls: 1.7867, loss: 1.7867, grad_norm: 16.6375 2020-07-30 05:42:52,200 - mmaction - INFO - Epoch [18][160/2505] lr: 5.000e-04, eta: 2 days, 6:49:35, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6385, top5_acc: 0.8344, loss_cls: 1.6182, loss: 1.6182, grad_norm: 16.1672 2020-07-30 05:43:30,288 - mmaction - INFO - Epoch [18][180/2505] lr: 5.000e-04, eta: 2 days, 6:48:54, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8094, loss_cls: 1.7113, loss: 1.7113, grad_norm: 16.5325 2020-07-30 05:44:08,276 - mmaction - INFO - Epoch [18][200/2505] lr: 5.000e-04, eta: 2 days, 6:48:11, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6401, top5_acc: 0.8297, loss_cls: 1.6316, loss: 1.6316, grad_norm: 16.0525 2020-07-30 05:44:46,199 - mmaction - INFO - Epoch [18][220/2505] lr: 5.000e-04, eta: 2 days, 6:47:28, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8198, loss_cls: 1.6912, loss: 1.6912, grad_norm: 16.0358 2020-07-30 05:45:24,551 - mmaction - INFO - Epoch [18][240/2505] lr: 5.000e-04, eta: 2 days, 6:46:48, time: 1.918, data_time: 0.001, memory: 8518, top1_acc: 0.6224, top5_acc: 0.8219, loss_cls: 1.7144, loss: 1.7144, grad_norm: 16.7430 2020-07-30 05:46:02,541 - mmaction - INFO - Epoch [18][260/2505] lr: 5.000e-04, eta: 2 days, 6:46:06, time: 1.900, data_time: 0.005, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8141, loss_cls: 1.7067, loss: 1.7067, grad_norm: 16.2170 2020-07-30 05:46:40,554 - mmaction - INFO - Epoch [18][280/2505] lr: 5.000e-04, eta: 2 days, 6:45:23, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6146, top5_acc: 0.8073, loss_cls: 1.7419, loss: 1.7419, grad_norm: 17.2767 2020-07-30 05:47:18,309 - mmaction - INFO - Epoch [18][300/2505] lr: 5.000e-04, eta: 2 days, 6:44:39, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6385, top5_acc: 0.8141, loss_cls: 1.6781, loss: 1.6781, grad_norm: 16.1901 2020-07-30 05:47:56,212 - mmaction - INFO - Epoch [18][320/2505] lr: 5.000e-04, eta: 2 days, 6:43:56, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.7298, loss: 1.7298, grad_norm: 17.3446 2020-07-30 05:48:34,127 - mmaction - INFO - Epoch [18][340/2505] lr: 5.000e-04, eta: 2 days, 6:43:13, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8203, loss_cls: 1.6754, loss: 1.6754, grad_norm: 16.5031 2020-07-30 05:49:11,991 - mmaction - INFO - Epoch [18][360/2505] lr: 5.000e-04, eta: 2 days, 6:42:29, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6000, top5_acc: 0.7995, loss_cls: 1.8007, loss: 1.8007, grad_norm: 16.8263 2020-07-30 05:49:49,807 - mmaction - INFO - Epoch [18][380/2505] lr: 5.000e-04, eta: 2 days, 6:41:46, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6057, top5_acc: 0.8021, loss_cls: 1.7796, loss: 1.7796, grad_norm: 16.7474 2020-07-30 05:50:27,961 - mmaction - INFO - Epoch [18][400/2505] lr: 5.000e-04, eta: 2 days, 6:41:04, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8271, loss_cls: 1.6745, loss: 1.6745, grad_norm: 16.8359 2020-07-30 05:51:05,913 - mmaction - INFO - Epoch [18][420/2505] lr: 5.000e-04, eta: 2 days, 6:40:22, time: 1.897, data_time: 0.004, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8057, loss_cls: 1.7614, loss: 1.7614, grad_norm: 16.4609 2020-07-30 05:51:43,614 - mmaction - INFO - Epoch [18][440/2505] lr: 5.000e-04, eta: 2 days, 6:39:37, time: 1.885, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8177, loss_cls: 1.7087, loss: 1.7087, grad_norm: 16.4250 2020-07-30 05:52:21,395 - mmaction - INFO - Epoch [18][460/2505] lr: 5.000e-04, eta: 2 days, 6:38:53, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.6801, loss: 1.6801, grad_norm: 17.1848 2020-07-30 05:52:59,160 - mmaction - INFO - Epoch [18][480/2505] lr: 5.000e-04, eta: 2 days, 6:38:09, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8188, loss_cls: 1.7135, loss: 1.7135, grad_norm: 16.8147 2020-07-30 05:53:36,925 - mmaction - INFO - Epoch [18][500/2505] lr: 5.000e-04, eta: 2 days, 6:37:25, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8172, loss_cls: 1.7282, loss: 1.7282, grad_norm: 16.4403 2020-07-30 05:54:14,722 - mmaction - INFO - Epoch [18][520/2505] lr: 5.000e-04, eta: 2 days, 6:36:41, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8188, loss_cls: 1.6816, loss: 1.6816, grad_norm: 16.4655 2020-07-30 05:54:52,534 - mmaction - INFO - Epoch [18][540/2505] lr: 5.000e-04, eta: 2 days, 6:35:57, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6115, top5_acc: 0.8089, loss_cls: 1.7620, loss: 1.7620, grad_norm: 16.7301 2020-07-30 05:55:30,820 - mmaction - INFO - Epoch [18][560/2505] lr: 5.000e-04, eta: 2 days, 6:35:17, time: 1.914, data_time: 0.001, memory: 8518, top1_acc: 0.6505, top5_acc: 0.8281, loss_cls: 1.6061, loss: 1.6061, grad_norm: 15.8996 2020-07-30 05:56:08,743 - mmaction - INFO - Epoch [18][580/2505] lr: 5.000e-04, eta: 2 days, 6:34:35, time: 1.896, data_time: 0.003, memory: 8518, top1_acc: 0.5984, top5_acc: 0.8036, loss_cls: 1.7682, loss: 1.7682, grad_norm: 16.9730 2020-07-30 05:56:46,619 - mmaction - INFO - Epoch [18][600/2505] lr: 5.000e-04, eta: 2 days, 6:33:51, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8094, loss_cls: 1.7178, loss: 1.7178, grad_norm: 16.2421 2020-07-30 05:57:24,442 - mmaction - INFO - Epoch [18][620/2505] lr: 5.000e-04, eta: 2 days, 6:33:08, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8198, loss_cls: 1.6765, loss: 1.6765, grad_norm: 16.6325 2020-07-30 05:58:02,325 - mmaction - INFO - Epoch [18][640/2505] lr: 5.000e-04, eta: 2 days, 6:32:25, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8161, loss_cls: 1.6834, loss: 1.6834, grad_norm: 16.9197 2020-07-30 05:58:40,108 - mmaction - INFO - Epoch [18][660/2505] lr: 5.000e-04, eta: 2 days, 6:31:41, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6057, top5_acc: 0.8063, loss_cls: 1.8048, loss: 1.8048, grad_norm: 17.5439 2020-07-30 05:59:17,904 - mmaction - INFO - Epoch [18][680/2505] lr: 5.000e-04, eta: 2 days, 6:30:57, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8146, loss_cls: 1.6748, loss: 1.6748, grad_norm: 17.0167 2020-07-30 05:59:55,576 - mmaction - INFO - Epoch [18][700/2505] lr: 5.000e-04, eta: 2 days, 6:30:13, time: 1.884, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.8036, loss_cls: 1.8007, loss: 1.8007, grad_norm: 16.8050 2020-07-30 06:00:39,439 - mmaction - INFO - Epoch [18][720/2505] lr: 5.000e-04, eta: 2 days, 6:30:15, time: 2.192, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8089, loss_cls: 1.7063, loss: 1.7063, grad_norm: 16.4522 2020-07-30 06:01:17,483 - mmaction - INFO - Epoch [18][740/2505] lr: 5.000e-04, eta: 2 days, 6:29:34, time: 1.903, data_time: 0.010, memory: 8518, top1_acc: 0.6057, top5_acc: 0.8078, loss_cls: 1.7519, loss: 1.7519, grad_norm: 16.9909 2020-07-30 06:01:55,815 - mmaction - INFO - Epoch [18][760/2505] lr: 5.000e-04, eta: 2 days, 6:28:54, time: 1.917, data_time: 0.001, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8214, loss_cls: 1.6858, loss: 1.6858, grad_norm: 16.3761 2020-07-30 06:02:33,676 - mmaction - INFO - Epoch [18][780/2505] lr: 5.000e-04, eta: 2 days, 6:28:11, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8203, loss_cls: 1.6758, loss: 1.6758, grad_norm: 16.4419 2020-07-30 06:03:11,628 - mmaction - INFO - Epoch [18][800/2505] lr: 5.000e-04, eta: 2 days, 6:27:28, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.5984, top5_acc: 0.8083, loss_cls: 1.7928, loss: 1.7928, grad_norm: 17.3406 2020-07-30 06:03:49,566 - mmaction - INFO - Epoch [18][820/2505] lr: 5.000e-04, eta: 2 days, 6:26:46, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8141, loss_cls: 1.7171, loss: 1.7171, grad_norm: 16.4880 2020-07-30 06:04:27,585 - mmaction - INFO - Epoch [18][840/2505] lr: 5.000e-04, eta: 2 days, 6:26:04, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8083, loss_cls: 1.7241, loss: 1.7241, grad_norm: 16.6284 2020-07-30 06:05:06,156 - mmaction - INFO - Epoch [18][860/2505] lr: 5.000e-04, eta: 2 days, 6:25:26, time: 1.928, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8130, loss_cls: 1.6665, loss: 1.6665, grad_norm: 16.4239 2020-07-30 06:05:44,293 - mmaction - INFO - Epoch [18][880/2505] lr: 5.000e-04, eta: 2 days, 6:24:45, time: 1.908, data_time: 0.004, memory: 8518, top1_acc: 0.6021, top5_acc: 0.7984, loss_cls: 1.7964, loss: 1.7964, grad_norm: 17.5264 2020-07-30 06:06:22,433 - mmaction - INFO - Epoch [18][900/2505] lr: 5.000e-04, eta: 2 days, 6:24:04, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8130, loss_cls: 1.7283, loss: 1.7283, grad_norm: 16.4404 2020-07-30 06:07:00,542 - mmaction - INFO - Epoch [18][920/2505] lr: 5.000e-04, eta: 2 days, 6:23:23, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8182, loss_cls: 1.7074, loss: 1.7074, grad_norm: 15.8587 2020-07-30 06:07:38,473 - mmaction - INFO - Epoch [18][940/2505] lr: 5.000e-04, eta: 2 days, 6:22:40, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8099, loss_cls: 1.7281, loss: 1.7281, grad_norm: 16.7215 2020-07-30 06:08:16,403 - mmaction - INFO - Epoch [18][960/2505] lr: 5.000e-04, eta: 2 days, 6:21:58, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6224, top5_acc: 0.8219, loss_cls: 1.7272, loss: 1.7272, grad_norm: 16.7941 2020-07-30 06:08:54,311 - mmaction - INFO - Epoch [18][980/2505] lr: 5.000e-04, eta: 2 days, 6:21:15, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8120, loss_cls: 1.6954, loss: 1.6954, grad_norm: 16.5600 2020-07-30 06:09:32,182 - mmaction - INFO - Epoch [18][1000/2505] lr: 5.000e-04, eta: 2 days, 6:20:32, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8115, loss_cls: 1.7411, loss: 1.7411, grad_norm: 16.7957 2020-07-30 06:10:10,463 - mmaction - INFO - Epoch [18][1020/2505] lr: 5.000e-04, eta: 2 days, 6:19:52, time: 1.913, data_time: 0.000, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8203, loss_cls: 1.6640, loss: 1.6640, grad_norm: 16.4569 2020-07-30 06:10:48,193 - mmaction - INFO - Epoch [18][1040/2505] lr: 5.000e-04, eta: 2 days, 6:19:08, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8177, loss_cls: 1.7135, loss: 1.7135, grad_norm: 17.7222 2020-07-30 06:11:26,080 - mmaction - INFO - Epoch [18][1060/2505] lr: 5.000e-04, eta: 2 days, 6:18:25, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6385, top5_acc: 0.8224, loss_cls: 1.6614, loss: 1.6614, grad_norm: 16.5099 2020-07-30 06:12:03,891 - mmaction - INFO - Epoch [18][1080/2505] lr: 5.000e-04, eta: 2 days, 6:17:42, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8083, loss_cls: 1.6955, loss: 1.6955, grad_norm: 15.8744 2020-07-30 06:12:41,791 - mmaction - INFO - Epoch [18][1100/2505] lr: 5.000e-04, eta: 2 days, 6:16:59, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8214, loss_cls: 1.6613, loss: 1.6613, grad_norm: 15.7890 2020-07-30 06:13:19,664 - mmaction - INFO - Epoch [18][1120/2505] lr: 5.000e-04, eta: 2 days, 6:16:16, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6411, top5_acc: 0.8130, loss_cls: 1.6915, loss: 1.6915, grad_norm: 16.3650 2020-07-30 06:13:57,627 - mmaction - INFO - Epoch [18][1140/2505] lr: 5.000e-04, eta: 2 days, 6:15:34, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8151, loss_cls: 1.7130, loss: 1.7130, grad_norm: 16.9128 2020-07-30 06:14:35,501 - mmaction - INFO - Epoch [18][1160/2505] lr: 5.000e-04, eta: 2 days, 6:14:51, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.6690, loss: 1.6690, grad_norm: 16.8531 2020-07-30 06:15:13,529 - mmaction - INFO - Epoch [18][1180/2505] lr: 5.000e-04, eta: 2 days, 6:14:10, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8130, loss_cls: 1.7365, loss: 1.7365, grad_norm: 16.9669 2020-07-30 06:15:51,533 - mmaction - INFO - Epoch [18][1200/2505] lr: 5.000e-04, eta: 2 days, 6:13:28, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6302, top5_acc: 0.8260, loss_cls: 1.6314, loss: 1.6314, grad_norm: 16.5246 2020-07-30 06:16:29,473 - mmaction - INFO - Epoch [18][1220/2505] lr: 5.000e-04, eta: 2 days, 6:12:45, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8099, loss_cls: 1.6636, loss: 1.6636, grad_norm: 16.7345 2020-07-30 06:17:07,407 - mmaction - INFO - Epoch [18][1240/2505] lr: 5.000e-04, eta: 2 days, 6:12:03, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.7476, loss: 1.7476, grad_norm: 16.8448 2020-07-30 06:17:45,234 - mmaction - INFO - Epoch [18][1260/2505] lr: 5.000e-04, eta: 2 days, 6:11:20, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8177, loss_cls: 1.6795, loss: 1.6795, grad_norm: 16.8415 2020-07-30 06:18:23,149 - mmaction - INFO - Epoch [18][1280/2505] lr: 5.000e-04, eta: 2 days, 6:10:37, time: 1.895, data_time: 0.000, memory: 8518, top1_acc: 0.6302, top5_acc: 0.8328, loss_cls: 1.6248, loss: 1.6248, grad_norm: 15.9784 2020-07-30 06:19:01,090 - mmaction - INFO - Epoch [18][1300/2505] lr: 5.000e-04, eta: 2 days, 6:09:55, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8182, loss_cls: 1.6638, loss: 1.6638, grad_norm: 17.0906 2020-07-30 06:19:38,802 - mmaction - INFO - Epoch [18][1320/2505] lr: 5.000e-04, eta: 2 days, 6:09:11, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8141, loss_cls: 1.7506, loss: 1.7506, grad_norm: 17.0393 2020-07-30 06:20:16,740 - mmaction - INFO - Epoch [18][1340/2505] lr: 5.000e-04, eta: 2 days, 6:08:29, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6115, top5_acc: 0.7995, loss_cls: 1.7734, loss: 1.7734, grad_norm: 16.6601 2020-07-30 06:20:54,604 - mmaction - INFO - Epoch [18][1360/2505] lr: 5.000e-04, eta: 2 days, 6:07:46, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6031, top5_acc: 0.7990, loss_cls: 1.7784, loss: 1.7784, grad_norm: 16.4423 2020-07-30 06:21:33,747 - mmaction - INFO - Epoch [18][1380/2505] lr: 5.000e-04, eta: 2 days, 6:07:13, time: 1.957, data_time: 0.001, memory: 8518, top1_acc: 0.6010, top5_acc: 0.8115, loss_cls: 1.7543, loss: 1.7543, grad_norm: 16.2897 2020-07-30 06:22:11,662 - mmaction - INFO - Epoch [18][1400/2505] lr: 5.000e-04, eta: 2 days, 6:06:30, time: 1.896, data_time: 0.002, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8125, loss_cls: 1.6859, loss: 1.6859, grad_norm: 16.1431 2020-07-30 06:22:49,544 - mmaction - INFO - Epoch [18][1420/2505] lr: 5.000e-04, eta: 2 days, 6:05:48, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8115, loss_cls: 1.7091, loss: 1.7091, grad_norm: 16.5493 2020-07-30 06:23:27,516 - mmaction - INFO - Epoch [18][1440/2505] lr: 5.000e-04, eta: 2 days, 6:05:06, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8068, loss_cls: 1.7141, loss: 1.7141, grad_norm: 16.7047 2020-07-30 06:24:05,437 - mmaction - INFO - Epoch [18][1460/2505] lr: 5.000e-04, eta: 2 days, 6:04:23, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6495, top5_acc: 0.8219, loss_cls: 1.6403, loss: 1.6403, grad_norm: 16.0938 2020-07-30 06:24:43,427 - mmaction - INFO - Epoch [18][1480/2505] lr: 5.000e-04, eta: 2 days, 6:03:42, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.7191, loss: 1.7191, grad_norm: 16.1083 2020-07-30 06:25:21,547 - mmaction - INFO - Epoch [18][1500/2505] lr: 5.000e-04, eta: 2 days, 6:03:01, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8245, loss_cls: 1.6505, loss: 1.6505, grad_norm: 16.2388 2020-07-30 06:25:59,490 - mmaction - INFO - Epoch [18][1520/2505] lr: 5.000e-04, eta: 2 days, 6:02:19, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8167, loss_cls: 1.7151, loss: 1.7151, grad_norm: 16.7468 2020-07-30 06:26:37,501 - mmaction - INFO - Epoch [18][1540/2505] lr: 5.000e-04, eta: 2 days, 6:01:37, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8219, loss_cls: 1.7299, loss: 1.7299, grad_norm: 17.0315 2020-07-30 06:27:15,404 - mmaction - INFO - Epoch [18][1560/2505] lr: 5.000e-04, eta: 2 days, 6:00:55, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8245, loss_cls: 1.6998, loss: 1.6998, grad_norm: 17.0410 2020-07-30 06:27:53,208 - mmaction - INFO - Epoch [18][1580/2505] lr: 5.000e-04, eta: 2 days, 6:00:12, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.8172, loss_cls: 1.7122, loss: 1.7122, grad_norm: 18.2014 2020-07-30 06:28:31,053 - mmaction - INFO - Epoch [18][1600/2505] lr: 5.000e-04, eta: 2 days, 5:59:29, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8135, loss_cls: 1.6958, loss: 1.6958, grad_norm: 16.8651 2020-07-30 06:29:08,951 - mmaction - INFO - Epoch [18][1620/2505] lr: 5.000e-04, eta: 2 days, 5:58:46, time: 1.895, data_time: 0.000, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8036, loss_cls: 1.7491, loss: 1.7491, grad_norm: 16.9699 2020-07-30 06:29:46,720 - mmaction - INFO - Epoch [18][1640/2505] lr: 5.000e-04, eta: 2 days, 5:58:03, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8026, loss_cls: 1.7710, loss: 1.7710, grad_norm: 17.8045 2020-07-30 06:30:24,592 - mmaction - INFO - Epoch [18][1660/2505] lr: 5.000e-04, eta: 2 days, 5:57:21, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8187, loss_cls: 1.6661, loss: 1.6661, grad_norm: 16.7478 2020-07-30 06:31:02,553 - mmaction - INFO - Epoch [18][1680/2505] lr: 5.000e-04, eta: 2 days, 5:56:39, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8151, loss_cls: 1.6789, loss: 1.6789, grad_norm: 16.6598 2020-07-30 06:31:40,403 - mmaction - INFO - Epoch [18][1700/2505] lr: 5.000e-04, eta: 2 days, 5:55:56, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6187, top5_acc: 0.7969, loss_cls: 1.7786, loss: 1.7786, grad_norm: 16.9660 2020-07-30 06:32:18,228 - mmaction - INFO - Epoch [18][1720/2505] lr: 5.000e-04, eta: 2 days, 5:55:13, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8042, loss_cls: 1.7383, loss: 1.7383, grad_norm: 16.0906 2020-07-30 06:32:56,104 - mmaction - INFO - Epoch [18][1740/2505] lr: 5.000e-04, eta: 2 days, 5:54:31, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6370, top5_acc: 0.8208, loss_cls: 1.6631, loss: 1.6631, grad_norm: 17.4403 2020-07-30 06:33:34,022 - mmaction - INFO - Epoch [18][1760/2505] lr: 5.000e-04, eta: 2 days, 5:53:48, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8146, loss_cls: 1.7682, loss: 1.7682, grad_norm: 16.4677 2020-07-30 06:34:12,085 - mmaction - INFO - Epoch [18][1780/2505] lr: 5.000e-04, eta: 2 days, 5:53:07, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8276, loss_cls: 1.6489, loss: 1.6489, grad_norm: 16.4674 2020-07-30 06:34:49,886 - mmaction - INFO - Epoch [18][1800/2505] lr: 5.000e-04, eta: 2 days, 5:52:24, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8193, loss_cls: 1.7169, loss: 1.7169, grad_norm: 16.7339 2020-07-30 06:35:27,901 - mmaction - INFO - Epoch [18][1820/2505] lr: 5.000e-04, eta: 2 days, 5:51:43, time: 1.900, data_time: 0.000, memory: 8518, top1_acc: 0.6130, top5_acc: 0.8203, loss_cls: 1.7048, loss: 1.7048, grad_norm: 16.5909 2020-07-30 06:36:05,967 - mmaction - INFO - Epoch [18][1840/2505] lr: 5.000e-04, eta: 2 days, 5:51:02, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8135, loss_cls: 1.6850, loss: 1.6850, grad_norm: 16.3565 2020-07-30 06:36:43,861 - mmaction - INFO - Epoch [18][1860/2505] lr: 5.000e-04, eta: 2 days, 5:50:20, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.5990, top5_acc: 0.8130, loss_cls: 1.7416, loss: 1.7416, grad_norm: 16.4694 2020-07-30 06:37:21,677 - mmaction - INFO - Epoch [18][1880/2505] lr: 5.000e-04, eta: 2 days, 5:49:37, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6188, top5_acc: 0.8109, loss_cls: 1.7329, loss: 1.7329, grad_norm: 16.2343 2020-07-30 06:37:59,609 - mmaction - INFO - Epoch [18][1900/2505] lr: 5.000e-04, eta: 2 days, 5:48:55, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.6129, loss: 1.6129, grad_norm: 16.0378 2020-07-30 06:38:37,544 - mmaction - INFO - Epoch [18][1920/2505] lr: 5.000e-04, eta: 2 days, 5:48:13, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6188, top5_acc: 0.8063, loss_cls: 1.7058, loss: 1.7058, grad_norm: 16.1373 2020-07-30 06:39:15,439 - mmaction - INFO - Epoch [18][1940/2505] lr: 5.000e-04, eta: 2 days, 5:47:31, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8135, loss_cls: 1.6846, loss: 1.6846, grad_norm: 16.9091 2020-07-30 06:39:53,316 - mmaction - INFO - Epoch [18][1960/2505] lr: 5.000e-04, eta: 2 days, 5:46:48, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6380, top5_acc: 0.8130, loss_cls: 1.6553, loss: 1.6553, grad_norm: 16.5264 2020-07-30 06:40:31,313 - mmaction - INFO - Epoch [18][1980/2505] lr: 5.000e-04, eta: 2 days, 5:46:07, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8198, loss_cls: 1.6476, loss: 1.6476, grad_norm: 16.5627 2020-07-30 06:41:09,145 - mmaction - INFO - Epoch [18][2000/2505] lr: 5.000e-04, eta: 2 days, 5:45:24, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6240, top5_acc: 0.8281, loss_cls: 1.6627, loss: 1.6627, grad_norm: 16.8015 2020-07-30 06:41:47,078 - mmaction - INFO - Epoch [18][2020/2505] lr: 5.000e-04, eta: 2 days, 5:44:42, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8198, loss_cls: 1.6649, loss: 1.6649, grad_norm: 16.1823 2020-07-30 06:42:24,988 - mmaction - INFO - Epoch [18][2040/2505] lr: 5.000e-04, eta: 2 days, 5:44:00, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.8156, loss_cls: 1.7153, loss: 1.7153, grad_norm: 16.8355 2020-07-30 06:43:02,899 - mmaction - INFO - Epoch [18][2060/2505] lr: 5.000e-04, eta: 2 days, 5:43:18, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8089, loss_cls: 1.7149, loss: 1.7149, grad_norm: 16.4074 2020-07-30 06:43:40,727 - mmaction - INFO - Epoch [18][2080/2505] lr: 5.000e-04, eta: 2 days, 5:42:36, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8224, loss_cls: 1.7232, loss: 1.7232, grad_norm: 16.9023 2020-07-30 06:44:18,669 - mmaction - INFO - Epoch [18][2100/2505] lr: 5.000e-04, eta: 2 days, 5:41:54, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6057, top5_acc: 0.8182, loss_cls: 1.7116, loss: 1.7116, grad_norm: 16.4908 2020-07-30 06:44:56,518 - mmaction - INFO - Epoch [18][2120/2505] lr: 5.000e-04, eta: 2 days, 5:41:11, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8187, loss_cls: 1.6590, loss: 1.6590, grad_norm: 16.0259 2020-07-30 06:45:34,211 - mmaction - INFO - Epoch [18][2140/2505] lr: 5.000e-04, eta: 2 days, 5:40:28, time: 1.885, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8146, loss_cls: 1.7312, loss: 1.7312, grad_norm: 16.9231 2020-07-30 06:46:12,014 - mmaction - INFO - Epoch [18][2160/2505] lr: 5.000e-04, eta: 2 days, 5:39:45, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8083, loss_cls: 1.7692, loss: 1.7692, grad_norm: 16.4413 2020-07-30 06:46:49,869 - mmaction - INFO - Epoch [18][2180/2505] lr: 5.000e-04, eta: 2 days, 5:39:03, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8115, loss_cls: 1.7146, loss: 1.7146, grad_norm: 16.3962 2020-07-30 06:47:27,721 - mmaction - INFO - Epoch [18][2200/2505] lr: 5.000e-04, eta: 2 days, 5:38:21, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8073, loss_cls: 1.7215, loss: 1.7215, grad_norm: 16.1266 2020-07-30 06:48:05,593 - mmaction - INFO - Epoch [18][2220/2505] lr: 5.000e-04, eta: 2 days, 5:37:38, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.8031, loss_cls: 1.7614, loss: 1.7614, grad_norm: 17.0306 2020-07-30 06:48:43,371 - mmaction - INFO - Epoch [18][2240/2505] lr: 5.000e-04, eta: 2 days, 5:36:56, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.7964, loss_cls: 1.8165, loss: 1.8165, grad_norm: 16.4374 2020-07-30 06:49:21,149 - mmaction - INFO - Epoch [18][2260/2505] lr: 5.000e-04, eta: 2 days, 5:36:13, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8016, loss_cls: 1.7545, loss: 1.7545, grad_norm: 16.9483 2020-07-30 06:49:58,967 - mmaction - INFO - Epoch [18][2280/2505] lr: 5.000e-04, eta: 2 days, 5:35:30, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8063, loss_cls: 1.7463, loss: 1.7463, grad_norm: 17.2256 2020-07-30 06:50:37,035 - mmaction - INFO - Epoch [18][2300/2505] lr: 5.000e-04, eta: 2 days, 5:34:49, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8120, loss_cls: 1.7488, loss: 1.7488, grad_norm: 16.8919 2020-07-30 06:51:14,861 - mmaction - INFO - Epoch [18][2320/2505] lr: 5.000e-04, eta: 2 days, 5:34:07, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6365, top5_acc: 0.8312, loss_cls: 1.6350, loss: 1.6350, grad_norm: 16.4937 2020-07-30 06:51:52,788 - mmaction - INFO - Epoch [18][2340/2505] lr: 5.000e-04, eta: 2 days, 5:33:25, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8146, loss_cls: 1.7256, loss: 1.7256, grad_norm: 17.2614 2020-07-30 06:52:30,645 - mmaction - INFO - Epoch [18][2360/2505] lr: 5.000e-04, eta: 2 days, 5:32:43, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8141, loss_cls: 1.7320, loss: 1.7320, grad_norm: 16.9787 2020-07-30 06:53:08,532 - mmaction - INFO - Epoch [18][2380/2505] lr: 5.000e-04, eta: 2 days, 5:32:01, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6339, top5_acc: 0.8182, loss_cls: 1.6957, loss: 1.6957, grad_norm: 16.5981 2020-07-30 06:53:46,406 - mmaction - INFO - Epoch [18][2400/2505] lr: 5.000e-04, eta: 2 days, 5:31:19, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6063, top5_acc: 0.8052, loss_cls: 1.7726, loss: 1.7726, grad_norm: 16.0439 2020-07-30 06:54:24,284 - mmaction - INFO - Epoch [18][2420/2505] lr: 5.000e-04, eta: 2 days, 5:30:37, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8130, loss_cls: 1.7221, loss: 1.7221, grad_norm: 16.5450 2020-07-30 06:55:02,232 - mmaction - INFO - Epoch [18][2440/2505] lr: 5.000e-04, eta: 2 days, 5:29:55, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8094, loss_cls: 1.7204, loss: 1.7204, grad_norm: 17.2014 2020-07-30 06:55:40,066 - mmaction - INFO - Epoch [18][2460/2505] lr: 5.000e-04, eta: 2 days, 5:29:13, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8151, loss_cls: 1.6882, loss: 1.6882, grad_norm: 16.6376 2020-07-30 06:56:17,893 - mmaction - INFO - Epoch [18][2480/2505] lr: 5.000e-04, eta: 2 days, 5:28:31, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8109, loss_cls: 1.7026, loss: 1.7026, grad_norm: 16.7909 2020-07-30 06:56:55,722 - mmaction - INFO - Epoch [18][2500/2505] lr: 5.000e-04, eta: 2 days, 5:27:48, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6240, top5_acc: 0.8208, loss_cls: 1.6642, loss: 1.6642, grad_norm: 15.9808 2020-07-30 06:57:13,411 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-07-30 06:58:59,428 - mmaction - INFO - Epoch [19][20/2505] lr: 5.000e-04, eta: 2 days, 5:33:22, time: 5.271, data_time: 3.237, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8172, loss_cls: 1.7167, loss: 1.7167, grad_norm: 16.8085 2020-07-30 06:59:37,974 - mmaction - INFO - Epoch [19][40/2505] lr: 5.000e-04, eta: 2 days, 5:32:44, time: 1.927, data_time: 0.024, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8224, loss_cls: 1.6549, loss: 1.6549, grad_norm: 16.9587 2020-07-30 07:00:19,902 - mmaction - INFO - Epoch [19][60/2505] lr: 5.000e-04, eta: 2 days, 5:32:28, time: 2.096, data_time: 0.003, memory: 8518, top1_acc: 0.6078, top5_acc: 0.8099, loss_cls: 1.7205, loss: 1.7205, grad_norm: 17.0398 2020-07-30 07:00:58,235 - mmaction - INFO - Epoch [19][80/2505] lr: 5.000e-04, eta: 2 days, 5:31:49, time: 1.917, data_time: 0.008, memory: 8518, top1_acc: 0.6099, top5_acc: 0.7922, loss_cls: 1.7564, loss: 1.7564, grad_norm: 16.9231 2020-07-30 07:01:36,285 - mmaction - INFO - Epoch [19][100/2505] lr: 5.000e-04, eta: 2 days, 5:31:07, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8271, loss_cls: 1.6343, loss: 1.6343, grad_norm: 16.2366 2020-07-30 07:02:14,469 - mmaction - INFO - Epoch [19][120/2505] lr: 5.000e-04, eta: 2 days, 5:30:27, time: 1.909, data_time: 0.008, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8297, loss_cls: 1.6903, loss: 1.6903, grad_norm: 16.7867 2020-07-30 07:02:52,494 - mmaction - INFO - Epoch [19][140/2505] lr: 5.000e-04, eta: 2 days, 5:29:45, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8312, loss_cls: 1.6686, loss: 1.6686, grad_norm: 16.6000 2020-07-30 07:03:30,287 - mmaction - INFO - Epoch [19][160/2505] lr: 5.000e-04, eta: 2 days, 5:29:02, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8135, loss_cls: 1.6812, loss: 1.6812, grad_norm: 16.9931 2020-07-30 07:04:08,120 - mmaction - INFO - Epoch [19][180/2505] lr: 5.000e-04, eta: 2 days, 5:28:19, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8120, loss_cls: 1.7622, loss: 1.7622, grad_norm: 17.3317 2020-07-30 07:04:46,000 - mmaction - INFO - Epoch [19][200/2505] lr: 5.000e-04, eta: 2 days, 5:27:37, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6448, top5_acc: 0.8203, loss_cls: 1.6464, loss: 1.6464, grad_norm: 16.3035 2020-07-30 07:05:25,313 - mmaction - INFO - Epoch [19][220/2505] lr: 5.000e-04, eta: 2 days, 5:27:04, time: 1.964, data_time: 0.000, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8052, loss_cls: 1.7412, loss: 1.7412, grad_norm: 16.0804 2020-07-30 07:06:03,532 - mmaction - INFO - Epoch [19][240/2505] lr: 5.000e-04, eta: 2 days, 5:26:23, time: 1.912, data_time: 0.004, memory: 8518, top1_acc: 0.6078, top5_acc: 0.8073, loss_cls: 1.7769, loss: 1.7769, grad_norm: 17.1257 2020-07-30 07:06:42,339 - mmaction - INFO - Epoch [19][260/2505] lr: 5.000e-04, eta: 2 days, 5:25:47, time: 1.940, data_time: 0.021, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.6748, loss: 1.6748, grad_norm: 16.1598 2020-07-30 07:07:20,668 - mmaction - INFO - Epoch [19][280/2505] lr: 5.000e-04, eta: 2 days, 5:25:07, time: 1.917, data_time: 0.001, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8219, loss_cls: 1.6469, loss: 1.6469, grad_norm: 15.9977 2020-07-30 07:07:58,641 - mmaction - INFO - Epoch [19][300/2505] lr: 5.000e-04, eta: 2 days, 5:24:26, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8188, loss_cls: 1.6881, loss: 1.6881, grad_norm: 16.5768 2020-07-30 07:08:36,857 - mmaction - INFO - Epoch [19][320/2505] lr: 5.000e-04, eta: 2 days, 5:23:45, time: 1.911, data_time: 0.001, memory: 8518, top1_acc: 0.6401, top5_acc: 0.8219, loss_cls: 1.6567, loss: 1.6567, grad_norm: 16.3541 2020-07-30 07:09:14,729 - mmaction - INFO - Epoch [19][340/2505] lr: 5.000e-04, eta: 2 days, 5:23:03, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8141, loss_cls: 1.7082, loss: 1.7082, grad_norm: 16.3751 2020-07-30 07:09:52,635 - mmaction - INFO - Epoch [19][360/2505] lr: 5.000e-04, eta: 2 days, 5:22:21, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8208, loss_cls: 1.6628, loss: 1.6628, grad_norm: 15.9025 2020-07-30 07:10:30,729 - mmaction - INFO - Epoch [19][380/2505] lr: 5.000e-04, eta: 2 days, 5:21:39, time: 1.904, data_time: 0.000, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8063, loss_cls: 1.7096, loss: 1.7096, grad_norm: 16.8989 2020-07-30 07:11:08,727 - mmaction - INFO - Epoch [19][400/2505] lr: 5.000e-04, eta: 2 days, 5:20:58, time: 1.900, data_time: 0.008, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8104, loss_cls: 1.7349, loss: 1.7349, grad_norm: 16.5149 2020-07-30 07:11:46,723 - mmaction - INFO - Epoch [19][420/2505] lr: 5.000e-04, eta: 2 days, 5:20:16, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8208, loss_cls: 1.6795, loss: 1.6795, grad_norm: 16.3841 2020-07-30 07:12:24,899 - mmaction - INFO - Epoch [19][440/2505] lr: 5.000e-04, eta: 2 days, 5:19:36, time: 1.909, data_time: 0.001, memory: 8518, top1_acc: 0.6151, top5_acc: 0.8057, loss_cls: 1.7265, loss: 1.7265, grad_norm: 16.6694 2020-07-30 07:13:03,060 - mmaction - INFO - Epoch [19][460/2505] lr: 5.000e-04, eta: 2 days, 5:18:55, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8146, loss_cls: 1.7145, loss: 1.7145, grad_norm: 17.1839 2020-07-30 07:13:40,926 - mmaction - INFO - Epoch [19][480/2505] lr: 5.000e-04, eta: 2 days, 5:18:13, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8188, loss_cls: 1.6725, loss: 1.6725, grad_norm: 16.6213 2020-07-30 07:14:19,042 - mmaction - INFO - Epoch [19][500/2505] lr: 5.000e-04, eta: 2 days, 5:17:32, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6318, top5_acc: 0.8104, loss_cls: 1.6966, loss: 1.6966, grad_norm: 16.9333 2020-07-30 07:14:56,991 - mmaction - INFO - Epoch [19][520/2505] lr: 5.000e-04, eta: 2 days, 5:16:50, time: 1.898, data_time: 0.002, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8031, loss_cls: 1.7348, loss: 1.7348, grad_norm: 17.4360 2020-07-30 07:15:35,046 - mmaction - INFO - Epoch [19][540/2505] lr: 5.000e-04, eta: 2 days, 5:16:08, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8125, loss_cls: 1.7179, loss: 1.7179, grad_norm: 16.5130 2020-07-30 07:16:13,037 - mmaction - INFO - Epoch [19][560/2505] lr: 5.000e-04, eta: 2 days, 5:15:27, time: 1.899, data_time: 0.005, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8182, loss_cls: 1.6981, loss: 1.6981, grad_norm: 16.9992 2020-07-30 07:16:50,872 - mmaction - INFO - Epoch [19][580/2505] lr: 5.000e-04, eta: 2 days, 5:14:44, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8047, loss_cls: 1.7229, loss: 1.7229, grad_norm: 17.4313 2020-07-30 07:17:28,956 - mmaction - INFO - Epoch [19][600/2505] lr: 5.000e-04, eta: 2 days, 5:14:03, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8146, loss_cls: 1.6741, loss: 1.6741, grad_norm: 16.3740 2020-07-30 07:18:06,715 - mmaction - INFO - Epoch [19][620/2505] lr: 5.000e-04, eta: 2 days, 5:13:20, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6130, top5_acc: 0.8036, loss_cls: 1.7492, loss: 1.7492, grad_norm: 16.8079 2020-07-30 07:18:44,572 - mmaction - INFO - Epoch [19][640/2505] lr: 5.000e-04, eta: 2 days, 5:12:38, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6380, top5_acc: 0.8385, loss_cls: 1.6062, loss: 1.6062, grad_norm: 16.3037 2020-07-30 07:19:22,585 - mmaction - INFO - Epoch [19][660/2505] lr: 5.000e-04, eta: 2 days, 5:11:56, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.8047, loss_cls: 1.7537, loss: 1.7537, grad_norm: 17.7367 2020-07-30 07:20:00,506 - mmaction - INFO - Epoch [19][680/2505] lr: 5.000e-04, eta: 2 days, 5:11:14, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8062, loss_cls: 1.7048, loss: 1.7048, grad_norm: 16.8781 2020-07-30 07:20:38,676 - mmaction - INFO - Epoch [19][700/2505] lr: 5.000e-04, eta: 2 days, 5:10:34, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6490, top5_acc: 0.8208, loss_cls: 1.6130, loss: 1.6130, grad_norm: 16.7046 2020-07-30 07:21:16,682 - mmaction - INFO - Epoch [19][720/2505] lr: 5.000e-04, eta: 2 days, 5:09:52, time: 1.900, data_time: 0.005, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8052, loss_cls: 1.7300, loss: 1.7300, grad_norm: 17.2580 2020-07-30 07:21:54,607 - mmaction - INFO - Epoch [19][740/2505] lr: 5.000e-04, eta: 2 days, 5:09:10, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8177, loss_cls: 1.7135, loss: 1.7135, grad_norm: 17.7912 2020-07-30 07:22:32,630 - mmaction - INFO - Epoch [19][760/2505] lr: 5.000e-04, eta: 2 days, 5:08:29, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8156, loss_cls: 1.7091, loss: 1.7091, grad_norm: 16.7727 2020-07-30 07:23:10,437 - mmaction - INFO - Epoch [19][780/2505] lr: 5.000e-04, eta: 2 days, 5:07:46, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6396, top5_acc: 0.8260, loss_cls: 1.6743, loss: 1.6743, grad_norm: 16.9776 2020-07-30 07:23:48,697 - mmaction - INFO - Epoch [19][800/2505] lr: 5.000e-04, eta: 2 days, 5:07:06, time: 1.913, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8047, loss_cls: 1.7381, loss: 1.7381, grad_norm: 16.0118 2020-07-30 07:24:26,813 - mmaction - INFO - Epoch [19][820/2505] lr: 5.000e-04, eta: 2 days, 5:06:26, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.8078, loss_cls: 1.7269, loss: 1.7269, grad_norm: 17.1261 2020-07-30 07:25:05,073 - mmaction - INFO - Epoch [19][840/2505] lr: 5.000e-04, eta: 2 days, 5:05:46, time: 1.912, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8172, loss_cls: 1.7465, loss: 1.7465, grad_norm: 16.4063 2020-07-30 07:25:43,042 - mmaction - INFO - Epoch [19][860/2505] lr: 5.000e-04, eta: 2 days, 5:05:04, time: 1.900, data_time: 0.005, memory: 8518, top1_acc: 0.6495, top5_acc: 0.8318, loss_cls: 1.5979, loss: 1.5979, grad_norm: 15.9301 2020-07-30 07:26:21,005 - mmaction - INFO - Epoch [19][880/2505] lr: 5.000e-04, eta: 2 days, 5:04:23, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6302, top5_acc: 0.8193, loss_cls: 1.6692, loss: 1.6692, grad_norm: 16.3376 2020-07-30 07:26:59,099 - mmaction - INFO - Epoch [19][900/2505] lr: 5.000e-04, eta: 2 days, 5:03:42, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8255, loss_cls: 1.6619, loss: 1.6619, grad_norm: 16.9186 2020-07-30 07:27:36,941 - mmaction - INFO - Epoch [19][920/2505] lr: 5.000e-04, eta: 2 days, 5:02:59, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8286, loss_cls: 1.6589, loss: 1.6589, grad_norm: 15.4921 2020-07-30 07:28:14,888 - mmaction - INFO - Epoch [19][940/2505] lr: 5.000e-04, eta: 2 days, 5:02:18, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8141, loss_cls: 1.7179, loss: 1.7179, grad_norm: 15.9334 2020-07-30 07:28:52,790 - mmaction - INFO - Epoch [19][960/2505] lr: 5.000e-04, eta: 2 days, 5:01:36, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8115, loss_cls: 1.7250, loss: 1.7250, grad_norm: 16.9764 2020-07-30 07:29:30,660 - mmaction - INFO - Epoch [19][980/2505] lr: 5.000e-04, eta: 2 days, 5:00:53, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8188, loss_cls: 1.6681, loss: 1.6681, grad_norm: 16.3520 2020-07-30 07:30:08,585 - mmaction - INFO - Epoch [19][1000/2505] lr: 5.000e-04, eta: 2 days, 5:00:11, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8042, loss_cls: 1.7573, loss: 1.7573, grad_norm: 16.8616 2020-07-30 07:30:46,684 - mmaction - INFO - Epoch [19][1020/2505] lr: 5.000e-04, eta: 2 days, 4:59:31, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8187, loss_cls: 1.6872, loss: 1.6872, grad_norm: 16.2293 2020-07-30 07:31:24,638 - mmaction - INFO - Epoch [19][1040/2505] lr: 5.000e-04, eta: 2 days, 4:58:49, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6099, top5_acc: 0.8005, loss_cls: 1.7267, loss: 1.7267, grad_norm: 16.1209 2020-07-30 07:32:02,712 - mmaction - INFO - Epoch [19][1060/2505] lr: 5.000e-04, eta: 2 days, 4:58:08, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6396, top5_acc: 0.8234, loss_cls: 1.6468, loss: 1.6468, grad_norm: 16.5191 2020-07-30 07:32:40,883 - mmaction - INFO - Epoch [19][1080/2505] lr: 5.000e-04, eta: 2 days, 4:57:28, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8281, loss_cls: 1.6512, loss: 1.6512, grad_norm: 17.0614 2020-07-30 07:33:18,895 - mmaction - INFO - Epoch [19][1100/2505] lr: 5.000e-04, eta: 2 days, 4:56:47, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8135, loss_cls: 1.7046, loss: 1.7046, grad_norm: 16.6106 2020-07-30 07:33:56,707 - mmaction - INFO - Epoch [19][1120/2505] lr: 5.000e-04, eta: 2 days, 4:56:04, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8224, loss_cls: 1.6435, loss: 1.6435, grad_norm: 16.0113 2020-07-30 07:34:34,623 - mmaction - INFO - Epoch [19][1140/2505] lr: 5.000e-04, eta: 2 days, 4:55:22, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6495, top5_acc: 0.8354, loss_cls: 1.6266, loss: 1.6266, grad_norm: 16.4219 2020-07-30 07:35:12,613 - mmaction - INFO - Epoch [19][1160/2505] lr: 5.000e-04, eta: 2 days, 4:54:41, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8208, loss_cls: 1.7178, loss: 1.7178, grad_norm: 17.6274 2020-07-30 07:35:50,592 - mmaction - INFO - Epoch [19][1180/2505] lr: 5.000e-04, eta: 2 days, 4:53:59, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8125, loss_cls: 1.7553, loss: 1.7553, grad_norm: 17.1394 2020-07-30 07:36:28,455 - mmaction - INFO - Epoch [19][1200/2505] lr: 5.000e-04, eta: 2 days, 4:53:17, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6385, top5_acc: 0.8208, loss_cls: 1.6497, loss: 1.6497, grad_norm: 16.5194 2020-07-30 07:37:06,649 - mmaction - INFO - Epoch [19][1220/2505] lr: 5.000e-04, eta: 2 days, 4:52:37, time: 1.910, data_time: 0.001, memory: 8518, top1_acc: 0.6328, top5_acc: 0.7984, loss_cls: 1.7637, loss: 1.7637, grad_norm: 16.8140 2020-07-30 07:37:44,679 - mmaction - INFO - Epoch [19][1240/2505] lr: 5.000e-04, eta: 2 days, 4:51:56, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8276, loss_cls: 1.6628, loss: 1.6628, grad_norm: 16.8294 2020-07-30 07:38:22,705 - mmaction - INFO - Epoch [19][1260/2505] lr: 5.000e-04, eta: 2 days, 4:51:15, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.6958, loss: 1.6958, grad_norm: 17.3004 2020-07-30 07:39:00,668 - mmaction - INFO - Epoch [19][1280/2505] lr: 5.000e-04, eta: 2 days, 4:50:33, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8266, loss_cls: 1.6765, loss: 1.6765, grad_norm: 17.0094 2020-07-30 07:39:38,591 - mmaction - INFO - Epoch [19][1300/2505] lr: 5.000e-04, eta: 2 days, 4:49:52, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8229, loss_cls: 1.6973, loss: 1.6973, grad_norm: 17.0216 2020-07-30 07:40:16,366 - mmaction - INFO - Epoch [19][1320/2505] lr: 5.000e-04, eta: 2 days, 4:49:09, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8229, loss_cls: 1.6777, loss: 1.6777, grad_norm: 16.8163 2020-07-30 07:40:54,389 - mmaction - INFO - Epoch [19][1340/2505] lr: 5.000e-04, eta: 2 days, 4:48:28, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8062, loss_cls: 1.7468, loss: 1.7468, grad_norm: 17.0603 2020-07-30 07:41:32,224 - mmaction - INFO - Epoch [19][1360/2505] lr: 5.000e-04, eta: 2 days, 4:47:46, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.5971, loss: 1.5971, grad_norm: 16.4646 2020-07-30 07:42:10,186 - mmaction - INFO - Epoch [19][1380/2505] lr: 5.000e-04, eta: 2 days, 4:47:04, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8271, loss_cls: 1.6565, loss: 1.6565, grad_norm: 16.7717 2020-07-30 07:42:48,387 - mmaction - INFO - Epoch [19][1400/2505] lr: 5.000e-04, eta: 2 days, 4:46:24, time: 1.910, data_time: 0.001, memory: 8518, top1_acc: 0.6313, top5_acc: 0.8187, loss_cls: 1.6797, loss: 1.6797, grad_norm: 16.7633 2020-07-30 07:43:26,367 - mmaction - INFO - Epoch [19][1420/2505] lr: 5.000e-04, eta: 2 days, 4:45:43, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6469, top5_acc: 0.8224, loss_cls: 1.6083, loss: 1.6083, grad_norm: 16.2626 2020-07-30 07:44:05,623 - mmaction - INFO - Epoch [19][1440/2505] lr: 5.000e-04, eta: 2 days, 4:45:09, time: 1.962, data_time: 0.001, memory: 8518, top1_acc: 0.6016, top5_acc: 0.8146, loss_cls: 1.7205, loss: 1.7205, grad_norm: 16.8711 2020-07-30 07:44:43,661 - mmaction - INFO - Epoch [19][1460/2505] lr: 5.000e-04, eta: 2 days, 4:44:28, time: 1.903, data_time: 0.002, memory: 8518, top1_acc: 0.6516, top5_acc: 0.8234, loss_cls: 1.6289, loss: 1.6289, grad_norm: 16.6385 2020-07-30 07:45:21,712 - mmaction - INFO - Epoch [19][1480/2505] lr: 5.000e-04, eta: 2 days, 4:43:47, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6224, top5_acc: 0.8187, loss_cls: 1.6907, loss: 1.6907, grad_norm: 17.1557 2020-07-30 07:45:59,585 - mmaction - INFO - Epoch [19][1500/2505] lr: 5.000e-04, eta: 2 days, 4:43:05, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6396, top5_acc: 0.8271, loss_cls: 1.6169, loss: 1.6169, grad_norm: 16.3861 2020-07-30 07:46:37,598 - mmaction - INFO - Epoch [19][1520/2505] lr: 5.000e-04, eta: 2 days, 4:42:24, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8094, loss_cls: 1.7487, loss: 1.7487, grad_norm: 16.8771 2020-07-30 07:47:15,467 - mmaction - INFO - Epoch [19][1540/2505] lr: 5.000e-04, eta: 2 days, 4:41:42, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8094, loss_cls: 1.7257, loss: 1.7257, grad_norm: 16.9358 2020-07-30 07:47:53,460 - mmaction - INFO - Epoch [19][1560/2505] lr: 5.000e-04, eta: 2 days, 4:41:01, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6224, top5_acc: 0.8156, loss_cls: 1.7110, loss: 1.7110, grad_norm: 17.2899 2020-07-30 07:48:31,300 - mmaction - INFO - Epoch [19][1580/2505] lr: 5.000e-04, eta: 2 days, 4:40:19, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8146, loss_cls: 1.6658, loss: 1.6658, grad_norm: 17.2203 2020-07-30 07:49:09,440 - mmaction - INFO - Epoch [19][1600/2505] lr: 5.000e-04, eta: 2 days, 4:39:39, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8151, loss_cls: 1.6559, loss: 1.6559, grad_norm: 16.5955 2020-07-30 07:49:47,297 - mmaction - INFO - Epoch [19][1620/2505] lr: 5.000e-04, eta: 2 days, 4:38:57, time: 1.892, data_time: 0.000, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8094, loss_cls: 1.7262, loss: 1.7262, grad_norm: 17.8145 2020-07-30 07:50:25,045 - mmaction - INFO - Epoch [19][1640/2505] lr: 5.000e-04, eta: 2 days, 4:38:14, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8125, loss_cls: 1.7462, loss: 1.7462, grad_norm: 16.5675 2020-07-30 07:51:02,832 - mmaction - INFO - Epoch [19][1660/2505] lr: 5.000e-04, eta: 2 days, 4:37:32, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6146, top5_acc: 0.8068, loss_cls: 1.7491, loss: 1.7491, grad_norm: 17.1758 2020-07-30 07:51:40,650 - mmaction - INFO - Epoch [19][1680/2505] lr: 5.000e-04, eta: 2 days, 4:36:50, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6115, top5_acc: 0.8099, loss_cls: 1.7342, loss: 1.7342, grad_norm: 16.8549 2020-07-30 07:52:18,475 - mmaction - INFO - Epoch [19][1700/2505] lr: 5.000e-04, eta: 2 days, 4:36:07, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8104, loss_cls: 1.7173, loss: 1.7173, grad_norm: 17.0032 2020-07-30 07:52:56,505 - mmaction - INFO - Epoch [19][1720/2505] lr: 5.000e-04, eta: 2 days, 4:35:27, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.7816, loss: 1.7816, grad_norm: 17.3435 2020-07-30 07:53:34,426 - mmaction - INFO - Epoch [19][1740/2505] lr: 5.000e-04, eta: 2 days, 4:34:45, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.7083, loss: 1.7083, grad_norm: 17.4501 2020-07-30 07:54:12,230 - mmaction - INFO - Epoch [19][1760/2505] lr: 5.000e-04, eta: 2 days, 4:34:03, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6417, top5_acc: 0.8187, loss_cls: 1.6950, loss: 1.6950, grad_norm: 16.8979 2020-07-30 07:54:50,195 - mmaction - INFO - Epoch [19][1780/2505] lr: 5.000e-04, eta: 2 days, 4:33:21, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8234, loss_cls: 1.6616, loss: 1.6616, grad_norm: 16.7322 2020-07-30 07:55:28,152 - mmaction - INFO - Epoch [19][1800/2505] lr: 5.000e-04, eta: 2 days, 4:32:40, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6318, top5_acc: 0.8141, loss_cls: 1.6621, loss: 1.6621, grad_norm: 16.0861 2020-07-30 07:56:06,165 - mmaction - INFO - Epoch [19][1820/2505] lr: 5.000e-04, eta: 2 days, 4:31:59, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6240, top5_acc: 0.8031, loss_cls: 1.7377, loss: 1.7377, grad_norm: 16.3419 2020-07-30 07:56:44,188 - mmaction - INFO - Epoch [19][1840/2505] lr: 5.000e-04, eta: 2 days, 4:31:18, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8224, loss_cls: 1.6316, loss: 1.6316, grad_norm: 16.2641 2020-07-30 07:57:22,148 - mmaction - INFO - Epoch [19][1860/2505] lr: 5.000e-04, eta: 2 days, 4:30:37, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.7055, loss: 1.7055, grad_norm: 16.9187 2020-07-30 07:57:59,923 - mmaction - INFO - Epoch [19][1880/2505] lr: 5.000e-04, eta: 2 days, 4:29:55, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8146, loss_cls: 1.6931, loss: 1.6931, grad_norm: 16.7661 2020-07-30 07:58:37,785 - mmaction - INFO - Epoch [19][1900/2505] lr: 5.000e-04, eta: 2 days, 4:29:13, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8062, loss_cls: 1.7478, loss: 1.7478, grad_norm: 16.6721 2020-07-30 07:59:15,599 - mmaction - INFO - Epoch [19][1920/2505] lr: 5.000e-04, eta: 2 days, 4:28:31, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.5958, top5_acc: 0.8120, loss_cls: 1.8023, loss: 1.8023, grad_norm: 17.6704 2020-07-30 07:59:53,716 - mmaction - INFO - Epoch [19][1940/2505] lr: 5.000e-04, eta: 2 days, 4:27:50, time: 1.905, data_time: 0.000, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8078, loss_cls: 1.6875, loss: 1.6875, grad_norm: 16.7674 2020-07-30 08:00:35,239 - mmaction - INFO - Epoch [19][1960/2505] lr: 5.000e-04, eta: 2 days, 4:27:30, time: 2.075, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8224, loss_cls: 1.6743, loss: 1.6743, grad_norm: 16.7597 2020-07-30 08:01:13,185 - mmaction - INFO - Epoch [19][1980/2505] lr: 5.000e-04, eta: 2 days, 4:26:48, time: 1.898, data_time: 0.010, memory: 8518, top1_acc: 0.6333, top5_acc: 0.8156, loss_cls: 1.6964, loss: 1.6964, grad_norm: 16.2515 2020-07-30 08:01:51,088 - mmaction - INFO - Epoch [19][2000/2505] lr: 5.000e-04, eta: 2 days, 4:26:07, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6302, top5_acc: 0.8219, loss_cls: 1.6833, loss: 1.6833, grad_norm: 17.0523 2020-07-30 08:02:29,375 - mmaction - INFO - Epoch [19][2020/2505] lr: 5.000e-04, eta: 2 days, 4:25:27, time: 1.914, data_time: 0.000, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8005, loss_cls: 1.7470, loss: 1.7470, grad_norm: 17.1899 2020-07-30 08:03:07,385 - mmaction - INFO - Epoch [19][2040/2505] lr: 5.000e-04, eta: 2 days, 4:24:47, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.8005, loss_cls: 1.7881, loss: 1.7881, grad_norm: 16.8845 2020-07-30 08:03:45,285 - mmaction - INFO - Epoch [19][2060/2505] lr: 5.000e-04, eta: 2 days, 4:24:05, time: 1.895, data_time: 0.002, memory: 8518, top1_acc: 0.6151, top5_acc: 0.8177, loss_cls: 1.7138, loss: 1.7138, grad_norm: 17.3595 2020-07-30 08:04:23,269 - mmaction - INFO - Epoch [19][2080/2505] lr: 5.000e-04, eta: 2 days, 4:23:24, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8182, loss_cls: 1.6575, loss: 1.6575, grad_norm: 16.6890 2020-07-30 08:05:01,091 - mmaction - INFO - Epoch [19][2100/2505] lr: 5.000e-04, eta: 2 days, 4:22:42, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8099, loss_cls: 1.7106, loss: 1.7106, grad_norm: 16.3969 2020-07-30 08:05:39,201 - mmaction - INFO - Epoch [19][2120/2505] lr: 5.000e-04, eta: 2 days, 4:22:02, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6568, top5_acc: 0.8286, loss_cls: 1.6015, loss: 1.6015, grad_norm: 15.8761 2020-07-30 08:06:17,028 - mmaction - INFO - Epoch [19][2140/2505] lr: 5.000e-04, eta: 2 days, 4:21:20, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6313, top5_acc: 0.8250, loss_cls: 1.6655, loss: 1.6655, grad_norm: 16.6956 2020-07-30 08:06:54,991 - mmaction - INFO - Epoch [19][2160/2505] lr: 5.000e-04, eta: 2 days, 4:20:38, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8271, loss_cls: 1.6310, loss: 1.6310, grad_norm: 16.6380 2020-07-30 08:07:32,881 - mmaction - INFO - Epoch [19][2180/2505] lr: 5.000e-04, eta: 2 days, 4:19:57, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.5984, top5_acc: 0.8151, loss_cls: 1.7296, loss: 1.7296, grad_norm: 17.6134 2020-07-30 08:08:10,718 - mmaction - INFO - Epoch [19][2200/2505] lr: 5.000e-04, eta: 2 days, 4:19:15, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8339, loss_cls: 1.6357, loss: 1.6357, grad_norm: 16.3265 2020-07-30 08:08:48,697 - mmaction - INFO - Epoch [19][2220/2505] lr: 5.000e-04, eta: 2 days, 4:18:34, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.7974, loss_cls: 1.7478, loss: 1.7478, grad_norm: 16.5806 2020-07-30 08:09:26,577 - mmaction - INFO - Epoch [19][2240/2505] lr: 5.000e-04, eta: 2 days, 4:17:52, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6464, top5_acc: 0.8240, loss_cls: 1.6443, loss: 1.6443, grad_norm: 16.7126 2020-07-30 08:10:04,669 - mmaction - INFO - Epoch [19][2260/2505] lr: 5.000e-04, eta: 2 days, 4:17:12, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8109, loss_cls: 1.6762, loss: 1.6762, grad_norm: 17.2505 2020-07-30 08:10:42,565 - mmaction - INFO - Epoch [19][2280/2505] lr: 5.000e-04, eta: 2 days, 4:16:30, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6036, top5_acc: 0.8094, loss_cls: 1.7251, loss: 1.7251, grad_norm: 16.8982 2020-07-30 08:11:20,391 - mmaction - INFO - Epoch [19][2300/2505] lr: 5.000e-04, eta: 2 days, 4:15:49, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8161, loss_cls: 1.6844, loss: 1.6844, grad_norm: 17.0094 2020-07-30 08:11:58,209 - mmaction - INFO - Epoch [19][2320/2505] lr: 5.000e-04, eta: 2 days, 4:15:07, time: 1.890, data_time: 0.000, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8198, loss_cls: 1.6769, loss: 1.6769, grad_norm: 16.7617 2020-07-30 08:12:36,100 - mmaction - INFO - Epoch [19][2340/2505] lr: 5.000e-04, eta: 2 days, 4:14:25, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8094, loss_cls: 1.7409, loss: 1.7409, grad_norm: 17.1201 2020-07-30 08:13:13,930 - mmaction - INFO - Epoch [19][2360/2505] lr: 5.000e-04, eta: 2 days, 4:13:43, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8161, loss_cls: 1.6681, loss: 1.6681, grad_norm: 16.3216 2020-07-30 08:13:51,830 - mmaction - INFO - Epoch [19][2380/2505] lr: 5.000e-04, eta: 2 days, 4:13:02, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8151, loss_cls: 1.6830, loss: 1.6830, grad_norm: 16.9192 2020-07-30 08:14:29,953 - mmaction - INFO - Epoch [19][2400/2505] lr: 5.000e-04, eta: 2 days, 4:12:22, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8193, loss_cls: 1.7194, loss: 1.7194, grad_norm: 16.5037 2020-07-30 08:15:07,882 - mmaction - INFO - Epoch [19][2420/2505] lr: 5.000e-04, eta: 2 days, 4:11:40, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8172, loss_cls: 1.6991, loss: 1.6991, grad_norm: 17.0760 2020-07-30 08:15:45,831 - mmaction - INFO - Epoch [19][2440/2505] lr: 5.000e-04, eta: 2 days, 4:10:59, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8120, loss_cls: 1.7081, loss: 1.7081, grad_norm: 16.9598 2020-07-30 08:16:24,125 - mmaction - INFO - Epoch [19][2460/2505] lr: 5.000e-04, eta: 2 days, 4:10:20, time: 1.915, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8151, loss_cls: 1.6902, loss: 1.6902, grad_norm: 16.6985 2020-07-30 08:17:01,931 - mmaction - INFO - Epoch [19][2480/2505] lr: 5.000e-04, eta: 2 days, 4:09:38, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8120, loss_cls: 1.6944, loss: 1.6944, grad_norm: 16.2718 2020-07-30 08:17:39,801 - mmaction - INFO - Epoch [19][2500/2505] lr: 5.000e-04, eta: 2 days, 4:08:56, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6380, top5_acc: 0.8151, loss_cls: 1.6414, loss: 1.6414, grad_norm: 16.2648 2020-07-30 08:19:41,954 - mmaction - INFO - Epoch [20][20/2505] lr: 5.000e-04, eta: 2 days, 4:13:25, time: 5.249, data_time: 3.300, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8229, loss_cls: 1.6505, loss: 1.6505, grad_norm: 16.6220 2020-07-30 08:20:21,064 - mmaction - INFO - Epoch [20][40/2505] lr: 5.000e-04, eta: 2 days, 4:12:50, time: 1.955, data_time: 0.017, memory: 8518, top1_acc: 0.6333, top5_acc: 0.8240, loss_cls: 1.6432, loss: 1.6432, grad_norm: 16.1956 2020-07-30 08:20:59,234 - mmaction - INFO - Epoch [20][60/2505] lr: 5.000e-04, eta: 2 days, 4:12:10, time: 1.909, data_time: 0.005, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8151, loss_cls: 1.6551, loss: 1.6551, grad_norm: 16.8132 2020-07-30 08:21:37,458 - mmaction - INFO - Epoch [20][80/2505] lr: 5.000e-04, eta: 2 days, 4:11:30, time: 1.911, data_time: 0.001, memory: 8518, top1_acc: 0.6318, top5_acc: 0.8151, loss_cls: 1.6706, loss: 1.6706, grad_norm: 17.2886 2020-07-30 08:22:15,580 - mmaction - INFO - Epoch [20][100/2505] lr: 5.000e-04, eta: 2 days, 4:10:49, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6052, top5_acc: 0.8094, loss_cls: 1.7400, loss: 1.7400, grad_norm: 16.9610 2020-07-30 08:22:53,683 - mmaction - INFO - Epoch [20][120/2505] lr: 5.000e-04, eta: 2 days, 4:10:09, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6474, top5_acc: 0.8411, loss_cls: 1.5962, loss: 1.5962, grad_norm: 16.7800 2020-07-30 08:23:31,633 - mmaction - INFO - Epoch [20][140/2505] lr: 5.000e-04, eta: 2 days, 4:09:27, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6224, top5_acc: 0.8281, loss_cls: 1.6470, loss: 1.6470, grad_norm: 16.8095 2020-07-30 08:24:09,738 - mmaction - INFO - Epoch [20][160/2505] lr: 5.000e-04, eta: 2 days, 4:08:47, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6031, top5_acc: 0.8130, loss_cls: 1.7477, loss: 1.7477, grad_norm: 18.2201 2020-07-30 08:24:47,711 - mmaction - INFO - Epoch [20][180/2505] lr: 5.000e-04, eta: 2 days, 4:08:05, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.5880, top5_acc: 0.8109, loss_cls: 1.7577, loss: 1.7577, grad_norm: 17.3617 2020-07-30 08:25:25,887 - mmaction - INFO - Epoch [20][200/2505] lr: 5.000e-04, eta: 2 days, 4:07:25, time: 1.909, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8031, loss_cls: 1.7351, loss: 1.7351, grad_norm: 16.9746 2020-07-30 08:26:03,968 - mmaction - INFO - Epoch [20][220/2505] lr: 5.000e-04, eta: 2 days, 4:06:44, time: 1.904, data_time: 0.005, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.7327, loss: 1.7327, grad_norm: 16.9942 2020-07-30 08:26:42,008 - mmaction - INFO - Epoch [20][240/2505] lr: 5.000e-04, eta: 2 days, 4:06:03, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8255, loss_cls: 1.6665, loss: 1.6665, grad_norm: 16.6552 2020-07-30 08:27:19,964 - mmaction - INFO - Epoch [20][260/2505] lr: 5.000e-04, eta: 2 days, 4:05:22, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.6395, loss: 1.6395, grad_norm: 16.4998 2020-07-30 08:27:58,038 - mmaction - INFO - Epoch [20][280/2505] lr: 5.000e-04, eta: 2 days, 4:04:41, time: 1.903, data_time: 0.000, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8167, loss_cls: 1.6744, loss: 1.6744, grad_norm: 16.1199 2020-07-30 08:28:35,980 - mmaction - INFO - Epoch [20][300/2505] lr: 5.000e-04, eta: 2 days, 4:03:59, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8135, loss_cls: 1.6966, loss: 1.6966, grad_norm: 16.1861 2020-07-30 08:29:14,034 - mmaction - INFO - Epoch [20][320/2505] lr: 5.000e-04, eta: 2 days, 4:03:19, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.6552, loss: 1.6552, grad_norm: 16.3162 2020-07-30 08:29:51,927 - mmaction - INFO - Epoch [20][340/2505] lr: 5.000e-04, eta: 2 days, 4:02:37, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8089, loss_cls: 1.7159, loss: 1.7159, grad_norm: 16.7841 2020-07-30 08:30:30,088 - mmaction - INFO - Epoch [20][360/2505] lr: 5.000e-04, eta: 2 days, 4:01:57, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8182, loss_cls: 1.6359, loss: 1.6359, grad_norm: 16.4683 2020-07-30 08:31:08,199 - mmaction - INFO - Epoch [20][380/2505] lr: 5.000e-04, eta: 2 days, 4:01:16, time: 1.905, data_time: 0.004, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8063, loss_cls: 1.7270, loss: 1.7270, grad_norm: 16.7155 2020-07-30 08:31:46,321 - mmaction - INFO - Epoch [20][400/2505] lr: 5.000e-04, eta: 2 days, 4:00:36, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6370, top5_acc: 0.8125, loss_cls: 1.6770, loss: 1.6770, grad_norm: 16.1930 2020-07-30 08:32:24,400 - mmaction - INFO - Epoch [20][420/2505] lr: 5.000e-04, eta: 2 days, 3:59:55, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8182, loss_cls: 1.6650, loss: 1.6650, grad_norm: 16.1780 2020-07-30 08:33:02,564 - mmaction - INFO - Epoch [20][440/2505] lr: 5.000e-04, eta: 2 days, 3:59:15, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8297, loss_cls: 1.6533, loss: 1.6533, grad_norm: 16.5708 2020-07-30 08:33:40,499 - mmaction - INFO - Epoch [20][460/2505] lr: 5.000e-04, eta: 2 days, 3:58:33, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8203, loss_cls: 1.6659, loss: 1.6659, grad_norm: 16.6951 2020-07-30 08:34:18,315 - mmaction - INFO - Epoch [20][480/2505] lr: 5.000e-04, eta: 2 days, 3:57:51, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8156, loss_cls: 1.7032, loss: 1.7032, grad_norm: 16.6886 2020-07-30 08:34:56,235 - mmaction - INFO - Epoch [20][500/2505] lr: 5.000e-04, eta: 2 days, 3:57:09, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8104, loss_cls: 1.6868, loss: 1.6868, grad_norm: 16.5329 2020-07-30 08:35:34,459 - mmaction - INFO - Epoch [20][520/2505] lr: 5.000e-04, eta: 2 days, 3:56:30, time: 1.911, data_time: 0.001, memory: 8518, top1_acc: 0.6135, top5_acc: 0.8208, loss_cls: 1.7250, loss: 1.7250, grad_norm: 16.6572 2020-07-30 08:36:12,535 - mmaction - INFO - Epoch [20][540/2505] lr: 5.000e-04, eta: 2 days, 3:55:49, time: 1.904, data_time: 0.004, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.7877, loss: 1.7877, grad_norm: 17.2952 2020-07-30 08:36:50,363 - mmaction - INFO - Epoch [20][560/2505] lr: 5.000e-04, eta: 2 days, 3:55:07, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6302, top5_acc: 0.8214, loss_cls: 1.6737, loss: 1.6737, grad_norm: 16.4271 2020-07-30 08:37:28,332 - mmaction - INFO - Epoch [20][580/2505] lr: 5.000e-04, eta: 2 days, 3:54:26, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8135, loss_cls: 1.7021, loss: 1.7021, grad_norm: 16.1620 2020-07-30 08:38:06,272 - mmaction - INFO - Epoch [20][600/2505] lr: 5.000e-04, eta: 2 days, 3:53:44, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8187, loss_cls: 1.7002, loss: 1.7002, grad_norm: 16.9213 2020-07-30 08:38:44,282 - mmaction - INFO - Epoch [20][620/2505] lr: 5.000e-04, eta: 2 days, 3:53:03, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6443, top5_acc: 0.8203, loss_cls: 1.6525, loss: 1.6525, grad_norm: 16.4594 2020-07-30 08:39:22,241 - mmaction - INFO - Epoch [20][640/2505] lr: 5.000e-04, eta: 2 days, 3:52:22, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8135, loss_cls: 1.6984, loss: 1.6984, grad_norm: 16.5167 2020-07-30 08:40:00,186 - mmaction - INFO - Epoch [20][660/2505] lr: 5.000e-04, eta: 2 days, 3:51:41, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8052, loss_cls: 1.7120, loss: 1.7120, grad_norm: 16.8393 2020-07-30 08:40:38,390 - mmaction - INFO - Epoch [20][680/2505] lr: 5.000e-04, eta: 2 days, 3:51:01, time: 1.910, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8203, loss_cls: 1.6780, loss: 1.6780, grad_norm: 15.9639 2020-07-30 08:41:16,702 - mmaction - INFO - Epoch [20][700/2505] lr: 5.000e-04, eta: 2 days, 3:50:21, time: 1.916, data_time: 0.005, memory: 8518, top1_acc: 0.6234, top5_acc: 0.8240, loss_cls: 1.6390, loss: 1.6390, grad_norm: 16.3162 2020-07-30 08:41:54,654 - mmaction - INFO - Epoch [20][720/2505] lr: 5.000e-04, eta: 2 days, 3:49:40, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8333, loss_cls: 1.6156, loss: 1.6156, grad_norm: 17.0716 2020-07-30 08:42:32,467 - mmaction - INFO - Epoch [20][740/2505] lr: 5.000e-04, eta: 2 days, 3:48:58, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8151, loss_cls: 1.6958, loss: 1.6958, grad_norm: 17.4072 2020-07-30 08:43:10,393 - mmaction - INFO - Epoch [20][760/2505] lr: 5.000e-04, eta: 2 days, 3:48:17, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6385, top5_acc: 0.8245, loss_cls: 1.6209, loss: 1.6209, grad_norm: 17.1860 2020-07-30 08:43:48,370 - mmaction - INFO - Epoch [20][780/2505] lr: 5.000e-04, eta: 2 days, 3:47:35, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8052, loss_cls: 1.6761, loss: 1.6761, grad_norm: 16.5094 2020-07-30 08:44:26,317 - mmaction - INFO - Epoch [20][800/2505] lr: 5.000e-04, eta: 2 days, 3:46:54, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8281, loss_cls: 1.6409, loss: 1.6409, grad_norm: 16.2289 2020-07-30 08:45:05,015 - mmaction - INFO - Epoch [20][820/2505] lr: 5.000e-04, eta: 2 days, 3:46:17, time: 1.935, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8339, loss_cls: 1.6196, loss: 1.6196, grad_norm: 15.9516 2020-07-30 08:45:43,141 - mmaction - INFO - Epoch [20][840/2505] lr: 5.000e-04, eta: 2 days, 3:45:36, time: 1.906, data_time: 0.002, memory: 8518, top1_acc: 0.6151, top5_acc: 0.8255, loss_cls: 1.6942, loss: 1.6942, grad_norm: 16.9944 2020-07-30 08:46:21,157 - mmaction - INFO - Epoch [20][860/2505] lr: 5.000e-04, eta: 2 days, 3:44:56, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8120, loss_cls: 1.7260, loss: 1.7260, grad_norm: 17.3188 2020-07-30 08:46:59,223 - mmaction - INFO - Epoch [20][880/2505] lr: 5.000e-04, eta: 2 days, 3:44:15, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.6859, loss: 1.6859, grad_norm: 16.9484 2020-07-30 08:47:37,162 - mmaction - INFO - Epoch [20][900/2505] lr: 5.000e-04, eta: 2 days, 3:43:34, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8042, loss_cls: 1.6829, loss: 1.6829, grad_norm: 16.8188 2020-07-30 08:48:15,075 - mmaction - INFO - Epoch [20][920/2505] lr: 5.000e-04, eta: 2 days, 3:42:52, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8151, loss_cls: 1.7163, loss: 1.7163, grad_norm: 17.3158 2020-07-30 08:48:53,071 - mmaction - INFO - Epoch [20][940/2505] lr: 5.000e-04, eta: 2 days, 3:42:11, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8156, loss_cls: 1.6886, loss: 1.6886, grad_norm: 17.0044 2020-07-30 08:49:30,864 - mmaction - INFO - Epoch [20][960/2505] lr: 5.000e-04, eta: 2 days, 3:41:29, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6464, top5_acc: 0.8260, loss_cls: 1.5928, loss: 1.5928, grad_norm: 16.5244 2020-07-30 08:50:08,802 - mmaction - INFO - Epoch [20][980/2505] lr: 5.000e-04, eta: 2 days, 3:40:48, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8203, loss_cls: 1.6466, loss: 1.6466, grad_norm: 16.4864 2020-07-30 08:50:46,730 - mmaction - INFO - Epoch [20][1000/2505] lr: 5.000e-04, eta: 2 days, 3:40:07, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8260, loss_cls: 1.6331, loss: 1.6331, grad_norm: 16.3483 2020-07-30 08:51:24,757 - mmaction - INFO - Epoch [20][1020/2505] lr: 5.000e-04, eta: 2 days, 3:39:26, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8161, loss_cls: 1.6843, loss: 1.6843, grad_norm: 16.5086 2020-07-30 08:52:02,768 - mmaction - INFO - Epoch [20][1040/2505] lr: 5.000e-04, eta: 2 days, 3:38:45, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.6770, loss: 1.6770, grad_norm: 17.2678 2020-07-30 08:52:40,630 - mmaction - INFO - Epoch [20][1060/2505] lr: 5.000e-04, eta: 2 days, 3:38:03, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6234, top5_acc: 0.8120, loss_cls: 1.7083, loss: 1.7083, grad_norm: 16.5620 2020-07-30 08:53:18,624 - mmaction - INFO - Epoch [20][1080/2505] lr: 5.000e-04, eta: 2 days, 3:37:22, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.5461, loss: 1.5461, grad_norm: 16.2370 2020-07-30 08:53:56,859 - mmaction - INFO - Epoch [20][1100/2505] lr: 5.000e-04, eta: 2 days, 3:36:43, time: 1.912, data_time: 0.001, memory: 8518, top1_acc: 0.6432, top5_acc: 0.8198, loss_cls: 1.6078, loss: 1.6078, grad_norm: 16.3985 2020-07-30 08:54:34,717 - mmaction - INFO - Epoch [20][1120/2505] lr: 5.000e-04, eta: 2 days, 3:36:01, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8151, loss_cls: 1.6965, loss: 1.6965, grad_norm: 17.2068 2020-07-30 08:55:12,801 - mmaction - INFO - Epoch [20][1140/2505] lr: 5.000e-04, eta: 2 days, 3:35:21, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6141, top5_acc: 0.8135, loss_cls: 1.7386, loss: 1.7386, grad_norm: 17.7910 2020-07-30 08:55:50,779 - mmaction - INFO - Epoch [20][1160/2505] lr: 5.000e-04, eta: 2 days, 3:34:40, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6089, top5_acc: 0.8115, loss_cls: 1.7150, loss: 1.7150, grad_norm: 16.5775 2020-07-30 08:56:28,978 - mmaction - INFO - Epoch [20][1180/2505] lr: 5.000e-04, eta: 2 days, 3:34:00, time: 1.910, data_time: 0.001, memory: 8518, top1_acc: 0.6234, top5_acc: 0.8307, loss_cls: 1.6515, loss: 1.6515, grad_norm: 17.3345 2020-07-30 08:57:06,974 - mmaction - INFO - Epoch [20][1200/2505] lr: 5.000e-04, eta: 2 days, 3:33:19, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8031, loss_cls: 1.7638, loss: 1.7638, grad_norm: 16.7825 2020-07-30 08:57:44,967 - mmaction - INFO - Epoch [20][1220/2505] lr: 5.000e-04, eta: 2 days, 3:32:38, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8135, loss_cls: 1.6598, loss: 1.6598, grad_norm: 16.0118 2020-07-30 08:58:22,874 - mmaction - INFO - Epoch [20][1240/2505] lr: 5.000e-04, eta: 2 days, 3:31:57, time: 1.895, data_time: 0.000, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8240, loss_cls: 1.6891, loss: 1.6891, grad_norm: 16.8286 2020-07-30 08:59:00,774 - mmaction - INFO - Epoch [20][1260/2505] lr: 5.000e-04, eta: 2 days, 3:31:15, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6380, top5_acc: 0.8198, loss_cls: 1.6619, loss: 1.6619, grad_norm: 15.8358 2020-07-30 08:59:38,809 - mmaction - INFO - Epoch [20][1280/2505] lr: 5.000e-04, eta: 2 days, 3:30:34, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8151, loss_cls: 1.6664, loss: 1.6664, grad_norm: 16.4575 2020-07-30 09:00:22,198 - mmaction - INFO - Epoch [20][1300/2505] lr: 5.000e-04, eta: 2 days, 3:30:21, time: 2.169, data_time: 0.001, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8271, loss_cls: 1.6062, loss: 1.6062, grad_norm: 17.2105 2020-07-30 09:01:00,480 - mmaction - INFO - Epoch [20][1320/2505] lr: 5.000e-04, eta: 2 days, 3:29:42, time: 1.915, data_time: 0.013, memory: 8518, top1_acc: 0.6432, top5_acc: 0.8406, loss_cls: 1.5786, loss: 1.5786, grad_norm: 16.1180 2020-07-30 09:01:38,596 - mmaction - INFO - Epoch [20][1340/2505] lr: 5.000e-04, eta: 2 days, 3:29:01, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6396, top5_acc: 0.8260, loss_cls: 1.6496, loss: 1.6496, grad_norm: 16.9643 2020-07-30 09:02:16,566 - mmaction - INFO - Epoch [20][1360/2505] lr: 5.000e-04, eta: 2 days, 3:28:20, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6224, top5_acc: 0.8260, loss_cls: 1.6725, loss: 1.6725, grad_norm: 16.7694 2020-07-30 09:02:54,559 - mmaction - INFO - Epoch [20][1380/2505] lr: 5.000e-04, eta: 2 days, 3:27:40, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8203, loss_cls: 1.6689, loss: 1.6689, grad_norm: 16.9567 2020-07-30 09:03:32,499 - mmaction - INFO - Epoch [20][1400/2505] lr: 5.000e-04, eta: 2 days, 3:26:58, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6396, top5_acc: 0.8260, loss_cls: 1.6162, loss: 1.6162, grad_norm: 16.2565 2020-07-30 09:04:10,437 - mmaction - INFO - Epoch [20][1420/2505] lr: 5.000e-04, eta: 2 days, 3:26:17, time: 1.897, data_time: 0.002, memory: 8518, top1_acc: 0.6427, top5_acc: 0.8349, loss_cls: 1.5942, loss: 1.5942, grad_norm: 16.1530 2020-07-30 09:04:48,547 - mmaction - INFO - Epoch [20][1440/2505] lr: 5.000e-04, eta: 2 days, 3:25:37, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6411, top5_acc: 0.8307, loss_cls: 1.6097, loss: 1.6097, grad_norm: 16.6290 2020-07-30 09:05:27,385 - mmaction - INFO - Epoch [20][1460/2505] lr: 5.000e-04, eta: 2 days, 3:25:00, time: 1.941, data_time: 0.000, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8115, loss_cls: 1.7174, loss: 1.7174, grad_norm: 17.1524 2020-07-30 09:06:05,413 - mmaction - INFO - Epoch [20][1480/2505] lr: 5.000e-04, eta: 2 days, 3:24:20, time: 1.902, data_time: 0.005, memory: 8518, top1_acc: 0.6115, top5_acc: 0.8182, loss_cls: 1.6985, loss: 1.6985, grad_norm: 17.2332 2020-07-30 09:06:43,357 - mmaction - INFO - Epoch [20][1500/2505] lr: 5.000e-04, eta: 2 days, 3:23:39, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8010, loss_cls: 1.7570, loss: 1.7570, grad_norm: 16.9480 2020-07-30 09:07:21,313 - mmaction - INFO - Epoch [20][1520/2505] lr: 5.000e-04, eta: 2 days, 3:22:57, time: 1.897, data_time: 0.000, memory: 8518, top1_acc: 0.6109, top5_acc: 0.7917, loss_cls: 1.8094, loss: 1.8094, grad_norm: 17.4042 2020-07-30 09:07:59,350 - mmaction - INFO - Epoch [20][1540/2505] lr: 5.000e-04, eta: 2 days, 3:22:17, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6318, top5_acc: 0.8260, loss_cls: 1.6202, loss: 1.6202, grad_norm: 17.1071 2020-07-30 09:08:37,429 - mmaction - INFO - Epoch [20][1560/2505] lr: 5.000e-04, eta: 2 days, 3:21:36, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6313, top5_acc: 0.8146, loss_cls: 1.6519, loss: 1.6519, grad_norm: 16.3938 2020-07-30 09:09:15,404 - mmaction - INFO - Epoch [20][1580/2505] lr: 5.000e-04, eta: 2 days, 3:20:55, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8240, loss_cls: 1.6793, loss: 1.6793, grad_norm: 16.8682 2020-07-30 09:09:53,422 - mmaction - INFO - Epoch [20][1600/2505] lr: 5.000e-04, eta: 2 days, 3:20:15, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6380, top5_acc: 0.8302, loss_cls: 1.6272, loss: 1.6272, grad_norm: 16.7874 2020-07-30 09:10:31,635 - mmaction - INFO - Epoch [20][1620/2505] lr: 5.000e-04, eta: 2 days, 3:19:35, time: 1.910, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8115, loss_cls: 1.6915, loss: 1.6915, grad_norm: 17.1029 2020-07-30 09:11:09,628 - mmaction - INFO - Epoch [20][1640/2505] lr: 5.000e-04, eta: 2 days, 3:18:54, time: 1.900, data_time: 0.003, memory: 8518, top1_acc: 0.6469, top5_acc: 0.8151, loss_cls: 1.6297, loss: 1.6297, grad_norm: 16.9062 2020-07-30 09:11:47,720 - mmaction - INFO - Epoch [20][1660/2505] lr: 5.000e-04, eta: 2 days, 3:18:14, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6313, top5_acc: 0.8187, loss_cls: 1.6960, loss: 1.6960, grad_norm: 16.7872 2020-07-30 09:12:25,609 - mmaction - INFO - Epoch [20][1680/2505] lr: 5.000e-04, eta: 2 days, 3:17:33, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8146, loss_cls: 1.7040, loss: 1.7040, grad_norm: 17.1261 2020-07-30 09:13:03,478 - mmaction - INFO - Epoch [20][1700/2505] lr: 5.000e-04, eta: 2 days, 3:16:51, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8260, loss_cls: 1.6649, loss: 1.6649, grad_norm: 17.0830 2020-07-30 09:13:41,360 - mmaction - INFO - Epoch [20][1720/2505] lr: 5.000e-04, eta: 2 days, 3:16:10, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6634, loss: 1.6634, grad_norm: 16.7587 2020-07-30 09:14:19,296 - mmaction - INFO - Epoch [20][1740/2505] lr: 5.000e-04, eta: 2 days, 3:15:29, time: 1.897, data_time: 0.002, memory: 8518, top1_acc: 0.6339, top5_acc: 0.8224, loss_cls: 1.6518, loss: 1.6518, grad_norm: 17.5346 2020-07-30 09:14:57,158 - mmaction - INFO - Epoch [20][1760/2505] lr: 5.000e-04, eta: 2 days, 3:14:47, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8260, loss_cls: 1.6647, loss: 1.6647, grad_norm: 16.8276 2020-07-30 09:15:36,588 - mmaction - INFO - Epoch [20][1780/2505] lr: 5.000e-04, eta: 2 days, 3:14:14, time: 1.971, data_time: 0.001, memory: 8518, top1_acc: 0.6172, top5_acc: 0.8177, loss_cls: 1.6747, loss: 1.6747, grad_norm: 16.7815 2020-07-30 09:16:14,653 - mmaction - INFO - Epoch [20][1800/2505] lr: 5.000e-04, eta: 2 days, 3:13:33, time: 1.903, data_time: 0.005, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8182, loss_cls: 1.6896, loss: 1.6896, grad_norm: 17.3025 2020-07-30 09:16:52,558 - mmaction - INFO - Epoch [20][1820/2505] lr: 5.000e-04, eta: 2 days, 3:12:52, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6036, top5_acc: 0.8234, loss_cls: 1.6636, loss: 1.6636, grad_norm: 16.6300 2020-07-30 09:17:30,421 - mmaction - INFO - Epoch [20][1840/2505] lr: 5.000e-04, eta: 2 days, 3:12:10, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8260, loss_cls: 1.6817, loss: 1.6817, grad_norm: 16.8689 2020-07-30 09:18:08,242 - mmaction - INFO - Epoch [20][1860/2505] lr: 5.000e-04, eta: 2 days, 3:11:29, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6151, top5_acc: 0.8036, loss_cls: 1.7777, loss: 1.7777, grad_norm: 17.2200 2020-07-30 09:18:46,198 - mmaction - INFO - Epoch [20][1880/2505] lr: 5.000e-04, eta: 2 days, 3:10:48, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6417, top5_acc: 0.8224, loss_cls: 1.6347, loss: 1.6347, grad_norm: 16.4324 2020-07-30 09:19:24,376 - mmaction - INFO - Epoch [20][1900/2505] lr: 5.000e-04, eta: 2 days, 3:10:08, time: 1.909, data_time: 0.001, memory: 8518, top1_acc: 0.6365, top5_acc: 0.8182, loss_cls: 1.6349, loss: 1.6349, grad_norm: 16.4978 2020-07-30 09:20:02,705 - mmaction - INFO - Epoch [20][1920/2505] lr: 5.000e-04, eta: 2 days, 3:09:28, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8297, loss_cls: 1.5932, loss: 1.5932, grad_norm: 16.3008 2020-07-30 09:20:40,714 - mmaction - INFO - Epoch [20][1940/2505] lr: 5.000e-04, eta: 2 days, 3:08:48, time: 1.914, data_time: 0.017, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8245, loss_cls: 1.6607, loss: 1.6607, grad_norm: 16.9615 2020-07-30 09:21:18,641 - mmaction - INFO - Epoch [20][1960/2505] lr: 5.000e-04, eta: 2 days, 3:08:07, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8240, loss_cls: 1.6582, loss: 1.6582, grad_norm: 17.0746 2020-07-30 09:21:56,595 - mmaction - INFO - Epoch [20][1980/2505] lr: 5.000e-04, eta: 2 days, 3:07:26, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6313, top5_acc: 0.8229, loss_cls: 1.6666, loss: 1.6666, grad_norm: 16.0308 2020-07-30 09:22:34,591 - mmaction - INFO - Epoch [20][2000/2505] lr: 5.000e-04, eta: 2 days, 3:06:46, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8182, loss_cls: 1.6798, loss: 1.6798, grad_norm: 17.0101 2020-07-30 09:23:12,503 - mmaction - INFO - Epoch [20][2020/2505] lr: 5.000e-04, eta: 2 days, 3:06:04, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.5974, top5_acc: 0.8047, loss_cls: 1.7520, loss: 1.7520, grad_norm: 16.9730 2020-07-30 09:23:50,411 - mmaction - INFO - Epoch [20][2040/2505] lr: 5.000e-04, eta: 2 days, 3:05:23, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8078, loss_cls: 1.7230, loss: 1.7230, grad_norm: 16.9770 2020-07-30 09:24:28,419 - mmaction - INFO - Epoch [20][2060/2505] lr: 5.000e-04, eta: 2 days, 3:04:43, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8083, loss_cls: 1.7133, loss: 1.7133, grad_norm: 17.0209 2020-07-30 09:25:06,402 - mmaction - INFO - Epoch [20][2080/2505] lr: 5.000e-04, eta: 2 days, 3:04:02, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6234, top5_acc: 0.8266, loss_cls: 1.6596, loss: 1.6596, grad_norm: 17.1298 2020-07-30 09:25:44,337 - mmaction - INFO - Epoch [20][2100/2505] lr: 5.000e-04, eta: 2 days, 3:03:21, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8161, loss_cls: 1.7263, loss: 1.7263, grad_norm: 17.0213 2020-07-30 09:26:22,268 - mmaction - INFO - Epoch [20][2120/2505] lr: 5.000e-04, eta: 2 days, 3:02:40, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8130, loss_cls: 1.7512, loss: 1.7512, grad_norm: 16.2241 2020-07-30 09:27:00,216 - mmaction - INFO - Epoch [20][2140/2505] lr: 5.000e-04, eta: 2 days, 3:01:59, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6385, top5_acc: 0.8214, loss_cls: 1.6321, loss: 1.6321, grad_norm: 16.8173 2020-07-30 09:27:38,124 - mmaction - INFO - Epoch [20][2160/2505] lr: 5.000e-04, eta: 2 days, 3:01:18, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8302, loss_cls: 1.6302, loss: 1.6302, grad_norm: 16.4008 2020-07-30 09:28:16,053 - mmaction - INFO - Epoch [20][2180/2505] lr: 5.000e-04, eta: 2 days, 3:00:37, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6443, top5_acc: 0.8240, loss_cls: 1.6515, loss: 1.6515, grad_norm: 16.1629 2020-07-30 09:28:53,949 - mmaction - INFO - Epoch [20][2200/2505] lr: 5.000e-04, eta: 2 days, 2:59:56, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8151, loss_cls: 1.7268, loss: 1.7268, grad_norm: 17.0663 2020-07-30 09:29:31,780 - mmaction - INFO - Epoch [20][2220/2505] lr: 5.000e-04, eta: 2 days, 2:59:14, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8135, loss_cls: 1.6927, loss: 1.6927, grad_norm: 16.4963 2020-07-30 09:30:09,670 - mmaction - INFO - Epoch [20][2240/2505] lr: 5.000e-04, eta: 2 days, 2:58:33, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6104, top5_acc: 0.8083, loss_cls: 1.7411, loss: 1.7411, grad_norm: 17.5532 2020-07-30 09:30:47,666 - mmaction - INFO - Epoch [20][2260/2505] lr: 5.000e-04, eta: 2 days, 2:57:53, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8161, loss_cls: 1.6889, loss: 1.6889, grad_norm: 17.4372 2020-07-30 09:31:25,540 - mmaction - INFO - Epoch [20][2280/2505] lr: 5.000e-04, eta: 2 days, 2:57:11, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6333, top5_acc: 0.8208, loss_cls: 1.6809, loss: 1.6809, grad_norm: 16.4080 2020-07-30 09:32:03,631 - mmaction - INFO - Epoch [20][2300/2505] lr: 5.000e-04, eta: 2 days, 2:56:31, time: 1.904, data_time: 0.000, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8240, loss_cls: 1.6746, loss: 1.6746, grad_norm: 17.7536 2020-07-30 09:32:41,703 - mmaction - INFO - Epoch [20][2320/2505] lr: 5.000e-04, eta: 2 days, 2:55:51, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8255, loss_cls: 1.6148, loss: 1.6148, grad_norm: 16.2397 2020-07-30 09:33:19,611 - mmaction - INFO - Epoch [20][2340/2505] lr: 5.000e-04, eta: 2 days, 2:55:10, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8385, loss_cls: 1.6251, loss: 1.6251, grad_norm: 17.2275 2020-07-30 09:33:57,440 - mmaction - INFO - Epoch [20][2360/2505] lr: 5.000e-04, eta: 2 days, 2:54:28, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8208, loss_cls: 1.6705, loss: 1.6705, grad_norm: 17.0296 2020-07-30 09:34:35,337 - mmaction - INFO - Epoch [20][2380/2505] lr: 5.000e-04, eta: 2 days, 2:53:47, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6312, top5_acc: 0.8156, loss_cls: 1.6846, loss: 1.6846, grad_norm: 16.5731 2020-07-30 09:35:13,331 - mmaction - INFO - Epoch [20][2400/2505] lr: 5.000e-04, eta: 2 days, 2:53:07, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8068, loss_cls: 1.7297, loss: 1.7297, grad_norm: 16.8125 2020-07-30 09:35:51,429 - mmaction - INFO - Epoch [20][2420/2505] lr: 5.000e-04, eta: 2 days, 2:52:27, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8172, loss_cls: 1.6631, loss: 1.6631, grad_norm: 16.6056 2020-07-30 09:36:29,581 - mmaction - INFO - Epoch [20][2440/2505] lr: 5.000e-04, eta: 2 days, 2:51:47, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6516, top5_acc: 0.8286, loss_cls: 1.6199, loss: 1.6199, grad_norm: 17.1190 2020-07-30 09:37:07,873 - mmaction - INFO - Epoch [20][2460/2505] lr: 5.000e-04, eta: 2 days, 2:51:08, time: 1.915, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.7979, loss_cls: 1.7649, loss: 1.7649, grad_norm: 17.1909 2020-07-30 09:37:45,969 - mmaction - INFO - Epoch [20][2480/2505] lr: 5.000e-04, eta: 2 days, 2:50:27, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8016, loss_cls: 1.7503, loss: 1.7503, grad_norm: 17.1684 2020-07-30 09:38:23,972 - mmaction - INFO - Epoch [20][2500/2505] lr: 5.000e-04, eta: 2 days, 2:49:47, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6333, top5_acc: 0.8297, loss_cls: 1.6289, loss: 1.6289, grad_norm: 16.7687 2020-07-30 09:38:42,119 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-30 09:40:25,625 - mmaction - INFO - Epoch [21][20/2505] lr: 5.000e-04, eta: 2 days, 2:53:19, time: 5.146, data_time: 2.785, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8187, loss_cls: 1.6954, loss: 1.6954, grad_norm: 16.1042 2020-07-30 09:41:04,611 - mmaction - INFO - Epoch [21][40/2505] lr: 5.000e-04, eta: 2 days, 2:52:43, time: 1.950, data_time: 0.028, memory: 8518, top1_acc: 0.6365, top5_acc: 0.8146, loss_cls: 1.6264, loss: 1.6264, grad_norm: 16.2286 2020-07-30 09:41:42,803 - mmaction - INFO - Epoch [21][60/2505] lr: 5.000e-04, eta: 2 days, 2:52:03, time: 1.909, data_time: 0.002, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8172, loss_cls: 1.6691, loss: 1.6691, grad_norm: 16.5051 2020-07-30 09:42:21,071 - mmaction - INFO - Epoch [21][80/2505] lr: 5.000e-04, eta: 2 days, 2:51:23, time: 1.913, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8193, loss_cls: 1.6702, loss: 1.6702, grad_norm: 17.0241 2020-07-30 09:42:59,180 - mmaction - INFO - Epoch [21][100/2505] lr: 5.000e-04, eta: 2 days, 2:50:43, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8078, loss_cls: 1.6828, loss: 1.6828, grad_norm: 16.9537 2020-07-30 09:43:37,305 - mmaction - INFO - Epoch [21][120/2505] lr: 5.000e-04, eta: 2 days, 2:50:03, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8078, loss_cls: 1.6778, loss: 1.6778, grad_norm: 16.4872 2020-07-30 09:44:15,313 - mmaction - INFO - Epoch [21][140/2505] lr: 5.000e-04, eta: 2 days, 2:49:22, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8104, loss_cls: 1.6936, loss: 1.6936, grad_norm: 16.7379 2020-07-30 09:44:53,403 - mmaction - INFO - Epoch [21][160/2505] lr: 5.000e-04, eta: 2 days, 2:48:42, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6396, top5_acc: 0.8401, loss_cls: 1.5701, loss: 1.5701, grad_norm: 16.6182 2020-07-30 09:45:31,486 - mmaction - INFO - Epoch [21][180/2505] lr: 5.000e-04, eta: 2 days, 2:48:01, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8146, loss_cls: 1.6709, loss: 1.6709, grad_norm: 16.7916 2020-07-30 09:46:09,588 - mmaction - INFO - Epoch [21][200/2505] lr: 5.000e-04, eta: 2 days, 2:47:21, time: 1.905, data_time: 0.006, memory: 8518, top1_acc: 0.6255, top5_acc: 0.8177, loss_cls: 1.6262, loss: 1.6262, grad_norm: 16.8934 2020-07-30 09:46:47,553 - mmaction - INFO - Epoch [21][220/2505] lr: 5.000e-04, eta: 2 days, 2:46:40, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6464, top5_acc: 0.8281, loss_cls: 1.6039, loss: 1.6039, grad_norm: 17.0502 2020-07-30 09:47:25,679 - mmaction - INFO - Epoch [21][240/2505] lr: 5.000e-04, eta: 2 days, 2:46:00, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6312, top5_acc: 0.8182, loss_cls: 1.6537, loss: 1.6537, grad_norm: 17.0017 2020-07-30 09:48:03,602 - mmaction - INFO - Epoch [21][260/2505] lr: 5.000e-04, eta: 2 days, 2:45:18, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6406, top5_acc: 0.8198, loss_cls: 1.6415, loss: 1.6415, grad_norm: 16.5942 2020-07-30 09:48:41,684 - mmaction - INFO - Epoch [21][280/2505] lr: 5.000e-04, eta: 2 days, 2:44:38, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8240, loss_cls: 1.6562, loss: 1.6562, grad_norm: 16.5163 2020-07-30 09:49:19,591 - mmaction - INFO - Epoch [21][300/2505] lr: 5.000e-04, eta: 2 days, 2:43:57, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8240, loss_cls: 1.6530, loss: 1.6530, grad_norm: 17.6989 2020-07-30 09:49:57,522 - mmaction - INFO - Epoch [21][320/2505] lr: 5.000e-04, eta: 2 days, 2:43:16, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8182, loss_cls: 1.6700, loss: 1.6700, grad_norm: 16.2162 2020-07-30 09:50:36,144 - mmaction - INFO - Epoch [21][340/2505] lr: 5.000e-04, eta: 2 days, 2:42:38, time: 1.931, data_time: 0.001, memory: 8518, top1_acc: 0.6484, top5_acc: 0.8203, loss_cls: 1.6588, loss: 1.6588, grad_norm: 16.7698 2020-07-30 09:51:14,191 - mmaction - INFO - Epoch [21][360/2505] lr: 5.000e-04, eta: 2 days, 2:41:57, time: 1.903, data_time: 0.004, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8286, loss_cls: 1.6104, loss: 1.6104, grad_norm: 16.9458 2020-07-30 09:51:52,137 - mmaction - INFO - Epoch [21][380/2505] lr: 5.000e-04, eta: 2 days, 2:41:16, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.6674, loss: 1.6674, grad_norm: 17.1365 2020-07-30 09:52:30,121 - mmaction - INFO - Epoch [21][400/2505] lr: 5.000e-04, eta: 2 days, 2:40:35, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6339, top5_acc: 0.8193, loss_cls: 1.6538, loss: 1.6538, grad_norm: 16.8894 2020-07-30 09:53:08,097 - mmaction - INFO - Epoch [21][420/2505] lr: 5.000e-04, eta: 2 days, 2:39:54, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8193, loss_cls: 1.6544, loss: 1.6544, grad_norm: 16.8601 2020-07-30 09:53:45,961 - mmaction - INFO - Epoch [21][440/2505] lr: 5.000e-04, eta: 2 days, 2:39:13, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6182, top5_acc: 0.8104, loss_cls: 1.7421, loss: 1.7421, grad_norm: 16.7394 2020-07-30 09:54:23,907 - mmaction - INFO - Epoch [21][460/2505] lr: 5.000e-04, eta: 2 days, 2:38:32, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6318, top5_acc: 0.8193, loss_cls: 1.6790, loss: 1.6790, grad_norm: 16.9781 2020-07-30 09:55:01,916 - mmaction - INFO - Epoch [21][480/2505] lr: 5.000e-04, eta: 2 days, 2:37:51, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8266, loss_cls: 1.6804, loss: 1.6804, grad_norm: 17.0245 2020-07-30 09:55:39,989 - mmaction - INFO - Epoch [21][500/2505] lr: 5.000e-04, eta: 2 days, 2:37:11, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6505, top5_acc: 0.8313, loss_cls: 1.6348, loss: 1.6348, grad_norm: 16.7985 2020-07-30 09:56:17,967 - mmaction - INFO - Epoch [21][520/2505] lr: 5.000e-04, eta: 2 days, 2:36:30, time: 1.899, data_time: 0.004, memory: 8518, top1_acc: 0.6401, top5_acc: 0.8250, loss_cls: 1.5891, loss: 1.5891, grad_norm: 16.0788 2020-07-30 09:56:55,986 - mmaction - INFO - Epoch [21][540/2505] lr: 5.000e-04, eta: 2 days, 2:35:49, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6312, top5_acc: 0.8198, loss_cls: 1.6549, loss: 1.6549, grad_norm: 16.0195 2020-07-30 09:57:33,841 - mmaction - INFO - Epoch [21][560/2505] lr: 5.000e-04, eta: 2 days, 2:35:08, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6146, top5_acc: 0.8057, loss_cls: 1.7542, loss: 1.7542, grad_norm: 17.2579 2020-07-30 09:58:11,695 - mmaction - INFO - Epoch [21][580/2505] lr: 5.000e-04, eta: 2 days, 2:34:27, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8109, loss_cls: 1.6316, loss: 1.6316, grad_norm: 16.4634 2020-07-30 09:58:49,530 - mmaction - INFO - Epoch [21][600/2505] lr: 5.000e-04, eta: 2 days, 2:33:45, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8146, loss_cls: 1.6666, loss: 1.6666, grad_norm: 16.3557 2020-07-30 09:59:27,428 - mmaction - INFO - Epoch [21][620/2505] lr: 5.000e-04, eta: 2 days, 2:33:04, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8214, loss_cls: 1.6331, loss: 1.6331, grad_norm: 16.5006 2020-07-30 10:00:11,348 - mmaction - INFO - Epoch [21][640/2505] lr: 5.000e-04, eta: 2 days, 2:32:50, time: 2.196, data_time: 0.005, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8219, loss_cls: 1.6529, loss: 1.6529, grad_norm: 16.8558 2020-07-30 10:00:49,278 - mmaction - INFO - Epoch [21][660/2505] lr: 5.000e-04, eta: 2 days, 2:32:09, time: 1.897, data_time: 0.008, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8156, loss_cls: 1.6858, loss: 1.6858, grad_norm: 17.1564 2020-07-30 10:01:27,379 - mmaction - INFO - Epoch [21][680/2505] lr: 5.000e-04, eta: 2 days, 2:31:29, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6229, top5_acc: 0.8193, loss_cls: 1.6707, loss: 1.6707, grad_norm: 16.4311 2020-07-30 10:02:05,390 - mmaction - INFO - Epoch [21][700/2505] lr: 5.000e-04, eta: 2 days, 2:30:48, time: 1.900, data_time: 0.000, memory: 8518, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.5866, loss: 1.5866, grad_norm: 16.6439 2020-07-30 10:02:43,356 - mmaction - INFO - Epoch [21][720/2505] lr: 5.000e-04, eta: 2 days, 2:30:07, time: 1.898, data_time: 0.002, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.6189, loss: 1.6189, grad_norm: 16.3420 2020-07-30 10:03:21,550 - mmaction - INFO - Epoch [21][740/2505] lr: 5.000e-04, eta: 2 days, 2:29:28, time: 1.910, data_time: 0.001, memory: 8518, top1_acc: 0.6510, top5_acc: 0.8443, loss_cls: 1.5369, loss: 1.5369, grad_norm: 16.3948 2020-07-30 10:03:59,610 - mmaction - INFO - Epoch [21][760/2505] lr: 5.000e-04, eta: 2 days, 2:28:47, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.6046, loss: 1.6046, grad_norm: 16.7978 2020-07-30 10:04:37,553 - mmaction - INFO - Epoch [21][780/2505] lr: 5.000e-04, eta: 2 days, 2:28:06, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8234, loss_cls: 1.6326, loss: 1.6326, grad_norm: 16.1671 2020-07-30 10:05:16,516 - mmaction - INFO - Epoch [21][800/2505] lr: 5.000e-04, eta: 2 days, 2:27:30, time: 1.946, data_time: 0.001, memory: 8518, top1_acc: 0.6130, top5_acc: 0.8125, loss_cls: 1.7227, loss: 1.7227, grad_norm: 17.2743 2020-07-30 10:05:54,472 - mmaction - INFO - Epoch [21][820/2505] lr: 5.000e-04, eta: 2 days, 2:26:49, time: 1.900, data_time: 0.006, memory: 8518, top1_acc: 0.6427, top5_acc: 0.8240, loss_cls: 1.6300, loss: 1.6300, grad_norm: 16.8863 2020-07-30 10:06:32,518 - mmaction - INFO - Epoch [21][840/2505] lr: 5.000e-04, eta: 2 days, 2:26:08, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6224, top5_acc: 0.8089, loss_cls: 1.7235, loss: 1.7235, grad_norm: 16.9092 2020-07-30 10:07:10,530 - mmaction - INFO - Epoch [21][860/2505] lr: 5.000e-04, eta: 2 days, 2:25:28, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8125, loss_cls: 1.7018, loss: 1.7018, grad_norm: 16.8525 2020-07-30 10:07:48,574 - mmaction - INFO - Epoch [21][880/2505] lr: 5.000e-04, eta: 2 days, 2:24:47, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8062, loss_cls: 1.7047, loss: 1.7047, grad_norm: 16.7815 2020-07-30 10:08:26,509 - mmaction - INFO - Epoch [21][900/2505] lr: 5.000e-04, eta: 2 days, 2:24:06, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8141, loss_cls: 1.6628, loss: 1.6628, grad_norm: 16.3528 2020-07-30 10:09:04,410 - mmaction - INFO - Epoch [21][920/2505] lr: 5.000e-04, eta: 2 days, 2:23:25, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6302, top5_acc: 0.8229, loss_cls: 1.6612, loss: 1.6612, grad_norm: 16.0841 2020-07-30 10:09:42,189 - mmaction - INFO - Epoch [21][940/2505] lr: 5.000e-04, eta: 2 days, 2:22:43, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6505, top5_acc: 0.8307, loss_cls: 1.6216, loss: 1.6216, grad_norm: 16.6139 2020-07-30 10:10:20,334 - mmaction - INFO - Epoch [21][960/2505] lr: 5.000e-04, eta: 2 days, 2:22:03, time: 1.907, data_time: 0.001, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8276, loss_cls: 1.6328, loss: 1.6328, grad_norm: 16.3633 2020-07-30 10:10:58,679 - mmaction - INFO - Epoch [21][980/2505] lr: 5.000e-04, eta: 2 days, 2:21:24, time: 1.917, data_time: 0.007, memory: 8518, top1_acc: 0.6089, top5_acc: 0.8177, loss_cls: 1.6902, loss: 1.6902, grad_norm: 16.6483 2020-07-30 10:11:36,772 - mmaction - INFO - Epoch [21][1000/2505] lr: 5.000e-04, eta: 2 days, 2:20:44, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8115, loss_cls: 1.6915, loss: 1.6915, grad_norm: 16.8744 2020-07-30 10:12:14,744 - mmaction - INFO - Epoch [21][1020/2505] lr: 5.000e-04, eta: 2 days, 2:20:03, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8036, loss_cls: 1.7312, loss: 1.7312, grad_norm: 16.0889 2020-07-30 10:12:52,682 - mmaction - INFO - Epoch [21][1040/2505] lr: 5.000e-04, eta: 2 days, 2:19:22, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6385, top5_acc: 0.8161, loss_cls: 1.6511, loss: 1.6511, grad_norm: 16.6880 2020-07-30 10:13:30,613 - mmaction - INFO - Epoch [21][1060/2505] lr: 5.000e-04, eta: 2 days, 2:18:41, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8089, loss_cls: 1.6912, loss: 1.6912, grad_norm: 16.9169 2020-07-30 10:14:08,525 - mmaction - INFO - Epoch [21][1080/2505] lr: 5.000e-04, eta: 2 days, 2:18:00, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8323, loss_cls: 1.6230, loss: 1.6230, grad_norm: 16.6778 2020-07-30 10:14:46,469 - mmaction - INFO - Epoch [21][1100/2505] lr: 5.000e-04, eta: 2 days, 2:17:20, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6240, top5_acc: 0.8047, loss_cls: 1.7453, loss: 1.7453, grad_norm: 15.8774 2020-07-30 10:15:24,649 - mmaction - INFO - Epoch [21][1120/2505] lr: 5.000e-04, eta: 2 days, 2:16:40, time: 1.909, data_time: 0.001, memory: 8518, top1_acc: 0.6458, top5_acc: 0.8328, loss_cls: 1.6051, loss: 1.6051, grad_norm: 16.0383 2020-07-30 10:16:02,632 - mmaction - INFO - Epoch [21][1140/2505] lr: 5.000e-04, eta: 2 days, 2:15:59, time: 1.899, data_time: 0.007, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8245, loss_cls: 1.6642, loss: 1.6642, grad_norm: 16.2203 2020-07-30 10:16:40,540 - mmaction - INFO - Epoch [21][1160/2505] lr: 5.000e-04, eta: 2 days, 2:15:18, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6422, top5_acc: 0.8365, loss_cls: 1.5867, loss: 1.5867, grad_norm: 16.0618 2020-07-30 10:17:18,526 - mmaction - INFO - Epoch [21][1180/2505] lr: 5.000e-04, eta: 2 days, 2:14:37, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8255, loss_cls: 1.6051, loss: 1.6051, grad_norm: 16.4574 2020-07-30 10:17:56,500 - mmaction - INFO - Epoch [21][1200/2505] lr: 5.000e-04, eta: 2 days, 2:13:57, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8104, loss_cls: 1.7160, loss: 1.7160, grad_norm: 16.7814 2020-07-30 10:18:34,389 - mmaction - INFO - Epoch [21][1220/2505] lr: 5.000e-04, eta: 2 days, 2:13:15, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6422, top5_acc: 0.8203, loss_cls: 1.6325, loss: 1.6325, grad_norm: 16.8370 2020-07-30 10:19:12,186 - mmaction - INFO - Epoch [21][1240/2505] lr: 5.000e-04, eta: 2 days, 2:12:34, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6281, top5_acc: 0.8172, loss_cls: 1.6652, loss: 1.6652, grad_norm: 16.9501 2020-07-30 10:19:50,272 - mmaction - INFO - Epoch [21][1260/2505] lr: 5.000e-04, eta: 2 days, 2:11:54, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8146, loss_cls: 1.6862, loss: 1.6862, grad_norm: 17.3565 2020-07-30 10:20:28,425 - mmaction - INFO - Epoch [21][1280/2505] lr: 5.000e-04, eta: 2 days, 2:11:14, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6094, top5_acc: 0.8146, loss_cls: 1.7179, loss: 1.7179, grad_norm: 17.8050 2020-07-30 10:21:06,570 - mmaction - INFO - Epoch [21][1300/2505] lr: 5.000e-04, eta: 2 days, 2:10:34, time: 1.907, data_time: 0.008, memory: 8518, top1_acc: 0.6417, top5_acc: 0.8224, loss_cls: 1.6628, loss: 1.6628, grad_norm: 17.1076 2020-07-30 10:21:44,411 - mmaction - INFO - Epoch [21][1320/2505] lr: 5.000e-04, eta: 2 days, 2:09:53, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8260, loss_cls: 1.6521, loss: 1.6521, grad_norm: 16.7655 2020-07-30 10:22:22,255 - mmaction - INFO - Epoch [21][1340/2505] lr: 5.000e-04, eta: 2 days, 2:09:11, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8125, loss_cls: 1.6922, loss: 1.6922, grad_norm: 17.5486 2020-07-30 10:23:00,336 - mmaction - INFO - Epoch [21][1360/2505] lr: 5.000e-04, eta: 2 days, 2:08:31, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8224, loss_cls: 1.6592, loss: 1.6592, grad_norm: 16.9602 2020-07-30 10:23:38,329 - mmaction - INFO - Epoch [21][1380/2505] lr: 5.000e-04, eta: 2 days, 2:07:51, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6365, top5_acc: 0.8224, loss_cls: 1.6348, loss: 1.6348, grad_norm: 16.7579 2020-07-30 10:24:16,306 - mmaction - INFO - Epoch [21][1400/2505] lr: 5.000e-04, eta: 2 days, 2:07:10, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6479, top5_acc: 0.8302, loss_cls: 1.6016, loss: 1.6016, grad_norm: 16.1749 2020-07-30 10:24:54,078 - mmaction - INFO - Epoch [21][1420/2505] lr: 5.000e-04, eta: 2 days, 2:06:28, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6240, top5_acc: 0.8063, loss_cls: 1.7028, loss: 1.7028, grad_norm: 17.2387 2020-07-30 10:25:32,844 - mmaction - INFO - Epoch [21][1440/2505] lr: 5.000e-04, eta: 2 days, 2:05:51, time: 1.938, data_time: 0.001, memory: 8518, top1_acc: 0.6438, top5_acc: 0.8229, loss_cls: 1.6321, loss: 1.6321, grad_norm: 16.8719 2020-07-30 10:26:10,937 - mmaction - INFO - Epoch [21][1460/2505] lr: 5.000e-04, eta: 2 days, 2:05:11, time: 1.905, data_time: 0.004, memory: 8518, top1_acc: 0.6385, top5_acc: 0.8250, loss_cls: 1.6265, loss: 1.6265, grad_norm: 17.0081 2020-07-30 10:26:48,809 - mmaction - INFO - Epoch [21][1480/2505] lr: 5.000e-04, eta: 2 days, 2:04:30, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8208, loss_cls: 1.7084, loss: 1.7084, grad_norm: 17.3994 2020-07-30 10:27:26,771 - mmaction - INFO - Epoch [21][1500/2505] lr: 5.000e-04, eta: 2 days, 2:03:49, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8161, loss_cls: 1.7079, loss: 1.7079, grad_norm: 16.9744 2020-07-30 10:28:04,805 - mmaction - INFO - Epoch [21][1520/2505] lr: 5.000e-04, eta: 2 days, 2:03:09, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8083, loss_cls: 1.7415, loss: 1.7415, grad_norm: 16.4476 2020-07-30 10:28:42,944 - mmaction - INFO - Epoch [21][1540/2505] lr: 5.000e-04, eta: 2 days, 2:02:29, time: 1.907, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8130, loss_cls: 1.7087, loss: 1.7087, grad_norm: 17.2457 2020-07-30 10:29:21,029 - mmaction - INFO - Epoch [21][1560/2505] lr: 5.000e-04, eta: 2 days, 2:01:49, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6339, top5_acc: 0.8250, loss_cls: 1.5853, loss: 1.5853, grad_norm: 16.6070 2020-07-30 10:29:59,116 - mmaction - INFO - Epoch [21][1580/2505] lr: 5.000e-04, eta: 2 days, 2:01:09, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8208, loss_cls: 1.6928, loss: 1.6928, grad_norm: 17.0650 2020-07-30 10:30:37,500 - mmaction - INFO - Epoch [21][1600/2505] lr: 5.000e-04, eta: 2 days, 2:00:30, time: 1.919, data_time: 0.001, memory: 8518, top1_acc: 0.6458, top5_acc: 0.8286, loss_cls: 1.6000, loss: 1.6000, grad_norm: 17.0894 2020-07-30 10:31:15,547 - mmaction - INFO - Epoch [21][1620/2505] lr: 5.000e-04, eta: 2 days, 1:59:49, time: 1.903, data_time: 0.004, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8167, loss_cls: 1.6952, loss: 1.6952, grad_norm: 17.0307 2020-07-30 10:31:53,541 - mmaction - INFO - Epoch [21][1640/2505] lr: 5.000e-04, eta: 2 days, 1:59:09, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6552, top5_acc: 0.8339, loss_cls: 1.5973, loss: 1.5973, grad_norm: 17.0121 2020-07-30 10:32:31,578 - mmaction - INFO - Epoch [21][1660/2505] lr: 5.000e-04, eta: 2 days, 1:58:29, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6427, top5_acc: 0.8312, loss_cls: 1.6169, loss: 1.6169, grad_norm: 17.0258 2020-07-30 10:33:09,813 - mmaction - INFO - Epoch [21][1680/2505] lr: 5.000e-04, eta: 2 days, 1:57:49, time: 1.912, data_time: 0.001, memory: 8518, top1_acc: 0.6234, top5_acc: 0.8130, loss_cls: 1.7100, loss: 1.7100, grad_norm: 18.0358 2020-07-30 10:33:47,927 - mmaction - INFO - Epoch [21][1700/2505] lr: 5.000e-04, eta: 2 days, 1:57:09, time: 1.906, data_time: 0.001, memory: 8518, top1_acc: 0.6406, top5_acc: 0.8177, loss_cls: 1.6214, loss: 1.6214, grad_norm: 17.0662 2020-07-30 10:34:25,797 - mmaction - INFO - Epoch [21][1720/2505] lr: 5.000e-04, eta: 2 days, 1:56:28, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6448, top5_acc: 0.8365, loss_cls: 1.5623, loss: 1.5623, grad_norm: 16.5015 2020-07-30 10:35:04,016 - mmaction - INFO - Epoch [21][1740/2505] lr: 5.000e-04, eta: 2 days, 1:55:48, time: 1.911, data_time: 0.001, memory: 8518, top1_acc: 0.6380, top5_acc: 0.8188, loss_cls: 1.6249, loss: 1.6249, grad_norm: 17.1081 2020-07-30 10:35:42,006 - mmaction - INFO - Epoch [21][1760/2505] lr: 5.000e-04, eta: 2 days, 1:55:08, time: 1.899, data_time: 0.003, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8193, loss_cls: 1.6605, loss: 1.6605, grad_norm: 17.0072 2020-07-30 10:36:19,883 - mmaction - INFO - Epoch [21][1780/2505] lr: 5.000e-04, eta: 2 days, 1:54:27, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6417, top5_acc: 0.8234, loss_cls: 1.6281, loss: 1.6281, grad_norm: 16.9699 2020-07-30 10:36:57,992 - mmaction - INFO - Epoch [21][1800/2505] lr: 5.000e-04, eta: 2 days, 1:53:47, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6130, top5_acc: 0.7974, loss_cls: 1.7841, loss: 1.7841, grad_norm: 17.5963 2020-07-30 10:37:36,051 - mmaction - INFO - Epoch [21][1820/2505] lr: 5.000e-04, eta: 2 days, 1:53:07, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8297, loss_cls: 1.6386, loss: 1.6386, grad_norm: 16.6730 2020-07-30 10:38:13,878 - mmaction - INFO - Epoch [21][1840/2505] lr: 5.000e-04, eta: 2 days, 1:52:26, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6385, top5_acc: 0.8214, loss_cls: 1.6436, loss: 1.6436, grad_norm: 16.5824 2020-07-30 10:38:51,841 - mmaction - INFO - Epoch [21][1860/2505] lr: 5.000e-04, eta: 2 days, 1:51:45, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8161, loss_cls: 1.6616, loss: 1.6616, grad_norm: 16.6288 2020-07-30 10:39:30,012 - mmaction - INFO - Epoch [21][1880/2505] lr: 5.000e-04, eta: 2 days, 1:51:05, time: 1.909, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8203, loss_cls: 1.6686, loss: 1.6686, grad_norm: 16.9486 2020-07-30 10:40:08,043 - mmaction - INFO - Epoch [21][1900/2505] lr: 5.000e-04, eta: 2 days, 1:50:25, time: 1.901, data_time: 0.000, memory: 8518, top1_acc: 0.6359, top5_acc: 0.8276, loss_cls: 1.6269, loss: 1.6269, grad_norm: 17.0235 2020-07-30 10:40:46,111 - mmaction - INFO - Epoch [21][1920/2505] lr: 5.000e-04, eta: 2 days, 1:49:45, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8214, loss_cls: 1.6667, loss: 1.6667, grad_norm: 16.9642 2020-07-30 10:41:23,990 - mmaction - INFO - Epoch [21][1940/2505] lr: 5.000e-04, eta: 2 days, 1:49:04, time: 1.894, data_time: 0.000, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8365, loss_cls: 1.6051, loss: 1.6051, grad_norm: 16.6536 2020-07-30 10:42:01,868 - mmaction - INFO - Epoch [21][1960/2505] lr: 5.000e-04, eta: 2 days, 1:48:23, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6380, top5_acc: 0.8125, loss_cls: 1.6834, loss: 1.6834, grad_norm: 17.2840 2020-07-30 10:42:39,729 - mmaction - INFO - Epoch [21][1980/2505] lr: 5.000e-04, eta: 2 days, 1:47:42, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6057, top5_acc: 0.8130, loss_cls: 1.7402, loss: 1.7402, grad_norm: 17.3399 2020-07-30 10:43:17,689 - mmaction - INFO - Epoch [21][2000/2505] lr: 5.000e-04, eta: 2 days, 1:47:01, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8214, loss_cls: 1.6131, loss: 1.6131, grad_norm: 16.8889 2020-07-30 10:43:55,490 - mmaction - INFO - Epoch [21][2020/2505] lr: 5.000e-04, eta: 2 days, 1:46:20, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6411, top5_acc: 0.8214, loss_cls: 1.6628, loss: 1.6628, grad_norm: 17.0970 2020-07-30 10:44:33,554 - mmaction - INFO - Epoch [21][2040/2505] lr: 5.000e-04, eta: 2 days, 1:45:40, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6406, top5_acc: 0.8318, loss_cls: 1.6131, loss: 1.6131, grad_norm: 16.5179 2020-07-30 10:45:11,449 - mmaction - INFO - Epoch [21][2060/2505] lr: 5.000e-04, eta: 2 days, 1:44:59, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6339, top5_acc: 0.8302, loss_cls: 1.6250, loss: 1.6250, grad_norm: 16.6304 2020-07-30 10:45:49,329 - mmaction - INFO - Epoch [21][2080/2505] lr: 5.000e-04, eta: 2 days, 1:44:18, time: 1.893, data_time: 0.000, memory: 8518, top1_acc: 0.6365, top5_acc: 0.8089, loss_cls: 1.6749, loss: 1.6749, grad_norm: 16.5533 2020-07-30 10:46:27,317 - mmaction - INFO - Epoch [21][2100/2505] lr: 5.000e-04, eta: 2 days, 1:43:38, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8120, loss_cls: 1.7163, loss: 1.7163, grad_norm: 17.1462 2020-07-30 10:47:05,328 - mmaction - INFO - Epoch [21][2120/2505] lr: 5.000e-04, eta: 2 days, 1:42:57, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8146, loss_cls: 1.6314, loss: 1.6314, grad_norm: 17.6056 2020-07-30 10:47:43,359 - mmaction - INFO - Epoch [21][2140/2505] lr: 5.000e-04, eta: 2 days, 1:42:17, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8281, loss_cls: 1.6259, loss: 1.6259, grad_norm: 16.8395 2020-07-30 10:48:21,314 - mmaction - INFO - Epoch [21][2160/2505] lr: 5.000e-04, eta: 2 days, 1:41:36, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8151, loss_cls: 1.6632, loss: 1.6632, grad_norm: 16.6781 2020-07-30 10:48:59,344 - mmaction - INFO - Epoch [21][2180/2505] lr: 5.000e-04, eta: 2 days, 1:40:56, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8198, loss_cls: 1.6593, loss: 1.6593, grad_norm: 17.5802 2020-07-30 10:49:37,378 - mmaction - INFO - Epoch [21][2200/2505] lr: 5.000e-04, eta: 2 days, 1:40:16, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6693, top5_acc: 0.8432, loss_cls: 1.5116, loss: 1.5116, grad_norm: 16.8528 2020-07-30 10:50:15,318 - mmaction - INFO - Epoch [21][2220/2505] lr: 5.000e-04, eta: 2 days, 1:39:35, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6068, top5_acc: 0.8089, loss_cls: 1.7700, loss: 1.7700, grad_norm: 17.6506 2020-07-30 10:50:53,188 - mmaction - INFO - Epoch [21][2240/2505] lr: 5.000e-04, eta: 2 days, 1:38:54, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8208, loss_cls: 1.6945, loss: 1.6945, grad_norm: 17.6131 2020-07-30 10:51:31,007 - mmaction - INFO - Epoch [21][2260/2505] lr: 5.000e-04, eta: 2 days, 1:38:13, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6438, top5_acc: 0.8245, loss_cls: 1.6003, loss: 1.6003, grad_norm: 17.0444 2020-07-30 10:52:08,957 - mmaction - INFO - Epoch [21][2280/2505] lr: 5.000e-04, eta: 2 days, 1:37:33, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5971, loss: 1.5971, grad_norm: 16.4558 2020-07-30 10:52:46,782 - mmaction - INFO - Epoch [21][2300/2505] lr: 5.000e-04, eta: 2 days, 1:36:52, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8120, loss_cls: 1.6663, loss: 1.6663, grad_norm: 16.4822 2020-07-30 10:53:24,824 - mmaction - INFO - Epoch [21][2320/2505] lr: 5.000e-04, eta: 2 days, 1:36:11, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8292, loss_cls: 1.5973, loss: 1.5973, grad_norm: 17.0204 2020-07-30 10:54:02,758 - mmaction - INFO - Epoch [21][2340/2505] lr: 5.000e-04, eta: 2 days, 1:35:31, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8229, loss_cls: 1.6196, loss: 1.6196, grad_norm: 15.9056 2020-07-30 10:54:40,691 - mmaction - INFO - Epoch [21][2360/2505] lr: 5.000e-04, eta: 2 days, 1:34:50, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8161, loss_cls: 1.6699, loss: 1.6699, grad_norm: 16.8078 2020-07-30 10:55:18,669 - mmaction - INFO - Epoch [21][2380/2505] lr: 5.000e-04, eta: 2 days, 1:34:10, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8234, loss_cls: 1.6557, loss: 1.6557, grad_norm: 17.5213 2020-07-30 10:55:56,632 - mmaction - INFO - Epoch [21][2400/2505] lr: 5.000e-04, eta: 2 days, 1:33:29, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8187, loss_cls: 1.6717, loss: 1.6717, grad_norm: 17.0264 2020-07-30 10:56:34,545 - mmaction - INFO - Epoch [21][2420/2505] lr: 5.000e-04, eta: 2 days, 1:32:48, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6276, top5_acc: 0.8286, loss_cls: 1.6508, loss: 1.6508, grad_norm: 16.5036 2020-07-30 10:57:12,465 - mmaction - INFO - Epoch [21][2440/2505] lr: 5.000e-04, eta: 2 days, 1:32:08, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6411, top5_acc: 0.8151, loss_cls: 1.6600, loss: 1.6600, grad_norm: 16.9205 2020-07-30 10:57:50,544 - mmaction - INFO - Epoch [21][2460/2505] lr: 5.000e-04, eta: 2 days, 1:31:28, time: 1.904, data_time: 0.001, memory: 8518, top1_acc: 0.6438, top5_acc: 0.8229, loss_cls: 1.6550, loss: 1.6550, grad_norm: 16.8298 2020-07-30 10:58:28,551 - mmaction - INFO - Epoch [21][2480/2505] lr: 5.000e-04, eta: 2 days, 1:30:48, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8135, loss_cls: 1.6637, loss: 1.6637, grad_norm: 17.6716 2020-07-30 10:59:06,512 - mmaction - INFO - Epoch [21][2500/2505] lr: 5.000e-04, eta: 2 days, 1:30:07, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8203, loss_cls: 1.6467, loss: 1.6467, grad_norm: 16.9440 2020-07-30 11:01:18,432 - mmaction - INFO - Epoch [22][20/2505] lr: 5.000e-04, eta: 2 days, 1:33:48, time: 5.678, data_time: 3.612, memory: 8518, top1_acc: 0.6505, top5_acc: 0.8286, loss_cls: 1.5659, loss: 1.5659, grad_norm: 16.4232 2020-07-30 11:01:56,918 - mmaction - INFO - Epoch [22][40/2505] lr: 5.000e-04, eta: 2 days, 1:33:09, time: 1.924, data_time: 0.015, memory: 8518, top1_acc: 0.6552, top5_acc: 0.8458, loss_cls: 1.5219, loss: 1.5219, grad_norm: 16.9101 2020-07-30 11:02:35,036 - mmaction - INFO - Epoch [22][60/2505] lr: 5.000e-04, eta: 2 days, 1:32:29, time: 1.906, data_time: 0.004, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8177, loss_cls: 1.6653, loss: 1.6653, grad_norm: 16.9606 2020-07-30 11:03:13,132 - mmaction - INFO - Epoch [22][80/2505] lr: 5.000e-04, eta: 2 days, 1:31:49, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6500, top5_acc: 0.8307, loss_cls: 1.5809, loss: 1.5809, grad_norm: 16.5851 2020-07-30 11:03:51,137 - mmaction - INFO - Epoch [22][100/2505] lr: 5.000e-04, eta: 2 days, 1:31:08, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6427, top5_acc: 0.8245, loss_cls: 1.6076, loss: 1.6076, grad_norm: 16.7347 2020-07-30 11:04:29,076 - mmaction - INFO - Epoch [22][120/2505] lr: 5.000e-04, eta: 2 days, 1:30:28, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8198, loss_cls: 1.6473, loss: 1.6473, grad_norm: 16.2202 2020-07-30 11:05:07,702 - mmaction - INFO - Epoch [22][140/2505] lr: 5.000e-04, eta: 2 days, 1:29:50, time: 1.931, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8333, loss_cls: 1.6190, loss: 1.6190, grad_norm: 16.3304 2020-07-30 11:05:45,629 - mmaction - INFO - Epoch [22][160/2505] lr: 5.000e-04, eta: 2 days, 1:29:09, time: 1.897, data_time: 0.003, memory: 8518, top1_acc: 0.6542, top5_acc: 0.8193, loss_cls: 1.6139, loss: 1.6139, grad_norm: 16.6115 2020-07-30 11:06:23,566 - mmaction - INFO - Epoch [22][180/2505] lr: 5.000e-04, eta: 2 days, 1:28:28, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6333, top5_acc: 0.8182, loss_cls: 1.6717, loss: 1.6717, grad_norm: 17.1478 2020-07-30 11:07:01,486 - mmaction - INFO - Epoch [22][200/2505] lr: 5.000e-04, eta: 2 days, 1:27:47, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8271, loss_cls: 1.6020, loss: 1.6020, grad_norm: 16.5508 2020-07-30 11:07:39,494 - mmaction - INFO - Epoch [22][220/2505] lr: 5.000e-04, eta: 2 days, 1:27:06, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8151, loss_cls: 1.6772, loss: 1.6772, grad_norm: 16.6468 2020-07-30 11:08:17,420 - mmaction - INFO - Epoch [22][240/2505] lr: 5.000e-04, eta: 2 days, 1:26:26, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8214, loss_cls: 1.6426, loss: 1.6426, grad_norm: 17.0080 2020-07-30 11:08:55,520 - mmaction - INFO - Epoch [22][260/2505] lr: 5.000e-04, eta: 2 days, 1:25:45, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6302, top5_acc: 0.8151, loss_cls: 1.6794, loss: 1.6794, grad_norm: 17.8696 2020-07-30 11:09:33,422 - mmaction - INFO - Epoch [22][280/2505] lr: 5.000e-04, eta: 2 days, 1:25:04, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6318, top5_acc: 0.8307, loss_cls: 1.6132, loss: 1.6132, grad_norm: 16.4317 2020-07-30 11:10:11,467 - mmaction - INFO - Epoch [22][300/2505] lr: 5.000e-04, eta: 2 days, 1:24:24, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6526, top5_acc: 0.8250, loss_cls: 1.6418, loss: 1.6418, grad_norm: 17.0038 2020-07-30 11:10:49,515 - mmaction - INFO - Epoch [22][320/2505] lr: 5.000e-04, eta: 2 days, 1:23:44, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8182, loss_cls: 1.6541, loss: 1.6541, grad_norm: 16.7824 2020-07-30 11:11:27,287 - mmaction - INFO - Epoch [22][340/2505] lr: 5.000e-04, eta: 2 days, 1:23:02, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6240, top5_acc: 0.8208, loss_cls: 1.6757, loss: 1.6757, grad_norm: 17.3469 2020-07-30 11:12:05,235 - mmaction - INFO - Epoch [22][360/2505] lr: 5.000e-04, eta: 2 days, 1:22:21, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6313, top5_acc: 0.8167, loss_cls: 1.6781, loss: 1.6781, grad_norm: 16.8703 2020-07-30 11:12:43,171 - mmaction - INFO - Epoch [22][380/2505] lr: 5.000e-04, eta: 2 days, 1:21:41, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6370, top5_acc: 0.8208, loss_cls: 1.6855, loss: 1.6855, grad_norm: 16.9539 2020-07-30 11:13:21,053 - mmaction - INFO - Epoch [22][400/2505] lr: 5.000e-04, eta: 2 days, 1:21:00, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8115, loss_cls: 1.6838, loss: 1.6838, grad_norm: 16.4600 2020-07-30 11:13:59,210 - mmaction - INFO - Epoch [22][420/2505] lr: 5.000e-04, eta: 2 days, 1:20:20, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6510, top5_acc: 0.8385, loss_cls: 1.5612, loss: 1.5612, grad_norm: 16.2930 2020-07-30 11:14:37,117 - mmaction - INFO - Epoch [22][440/2505] lr: 5.000e-04, eta: 2 days, 1:19:39, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8234, loss_cls: 1.6338, loss: 1.6338, grad_norm: 16.9508 2020-07-30 11:15:14,987 - mmaction - INFO - Epoch [22][460/2505] lr: 5.000e-04, eta: 2 days, 1:18:58, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6495, top5_acc: 0.8359, loss_cls: 1.5798, loss: 1.5798, grad_norm: 16.9346 2020-07-30 11:15:52,784 - mmaction - INFO - Epoch [22][480/2505] lr: 5.000e-04, eta: 2 days, 1:18:17, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6167, top5_acc: 0.8099, loss_cls: 1.7242, loss: 1.7242, grad_norm: 16.9313 2020-07-30 11:16:30,973 - mmaction - INFO - Epoch [22][500/2505] lr: 5.000e-04, eta: 2 days, 1:17:37, time: 1.909, data_time: 0.001, memory: 8518, top1_acc: 0.6286, top5_acc: 0.8135, loss_cls: 1.6695, loss: 1.6695, grad_norm: 16.7695 2020-07-30 11:17:08,778 - mmaction - INFO - Epoch [22][520/2505] lr: 5.000e-04, eta: 2 days, 1:16:56, time: 1.890, data_time: 0.002, memory: 8518, top1_acc: 0.6417, top5_acc: 0.8146, loss_cls: 1.6776, loss: 1.6776, grad_norm: 16.2805 2020-07-30 11:17:46,738 - mmaction - INFO - Epoch [22][540/2505] lr: 5.000e-04, eta: 2 days, 1:16:15, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6406, top5_acc: 0.8115, loss_cls: 1.6460, loss: 1.6460, grad_norm: 16.5718 2020-07-30 11:18:24,765 - mmaction - INFO - Epoch [22][560/2505] lr: 5.000e-04, eta: 2 days, 1:15:35, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6505, top5_acc: 0.8240, loss_cls: 1.6107, loss: 1.6107, grad_norm: 15.7743 2020-07-30 11:19:02,691 - mmaction - INFO - Epoch [22][580/2505] lr: 5.000e-04, eta: 2 days, 1:14:54, time: 1.896, data_time: 0.000, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8260, loss_cls: 1.6263, loss: 1.6263, grad_norm: 16.9776 2020-07-30 11:19:40,724 - mmaction - INFO - Epoch [22][600/2505] lr: 5.000e-04, eta: 2 days, 1:14:13, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6349, top5_acc: 0.8245, loss_cls: 1.6267, loss: 1.6267, grad_norm: 16.4440 2020-07-30 11:20:18,775 - mmaction - INFO - Epoch [22][620/2505] lr: 5.000e-04, eta: 2 days, 1:13:33, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6375, top5_acc: 0.8130, loss_cls: 1.6378, loss: 1.6378, grad_norm: 16.8151 2020-07-30 11:20:56,670 - mmaction - INFO - Epoch [22][640/2505] lr: 5.000e-04, eta: 2 days, 1:12:52, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8214, loss_cls: 1.6582, loss: 1.6582, grad_norm: 16.7404 2020-07-30 11:21:34,546 - mmaction - INFO - Epoch [22][660/2505] lr: 5.000e-04, eta: 2 days, 1:12:11, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6385, top5_acc: 0.8161, loss_cls: 1.6682, loss: 1.6682, grad_norm: 17.3148 2020-07-30 11:22:12,638 - mmaction - INFO - Epoch [22][680/2505] lr: 5.000e-04, eta: 2 days, 1:11:31, time: 1.905, data_time: 0.001, memory: 8518, top1_acc: 0.6464, top5_acc: 0.8344, loss_cls: 1.5835, loss: 1.5835, grad_norm: 16.1151 2020-07-30 11:22:50,560 - mmaction - INFO - Epoch [22][700/2505] lr: 5.000e-04, eta: 2 days, 1:10:50, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6396, top5_acc: 0.8182, loss_cls: 1.6033, loss: 1.6033, grad_norm: 16.8591 2020-07-30 11:23:28,600 - mmaction - INFO - Epoch [22][720/2505] lr: 5.000e-04, eta: 2 days, 1:10:10, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8167, loss_cls: 1.6678, loss: 1.6678, grad_norm: 16.9613 2020-07-30 11:24:06,514 - mmaction - INFO - Epoch [22][740/2505] lr: 5.000e-04, eta: 2 days, 1:09:29, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6380, top5_acc: 0.8135, loss_cls: 1.6903, loss: 1.6903, grad_norm: 17.4328 2020-07-30 11:24:44,553 - mmaction - INFO - Epoch [22][760/2505] lr: 5.000e-04, eta: 2 days, 1:08:49, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8313, loss_cls: 1.6374, loss: 1.6374, grad_norm: 17.2092 2020-07-30 11:25:22,553 - mmaction - INFO - Epoch [22][780/2505] lr: 5.000e-04, eta: 2 days, 1:08:09, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8182, loss_cls: 1.6271, loss: 1.6271, grad_norm: 16.5767 2020-07-30 11:26:00,424 - mmaction - INFO - Epoch [22][800/2505] lr: 5.000e-04, eta: 2 days, 1:07:28, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6318, top5_acc: 0.8276, loss_cls: 1.6522, loss: 1.6522, grad_norm: 17.6284 2020-07-30 11:26:38,270 - mmaction - INFO - Epoch [22][820/2505] lr: 5.000e-04, eta: 2 days, 1:06:47, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6484, top5_acc: 0.8240, loss_cls: 1.6205, loss: 1.6205, grad_norm: 17.1916 2020-07-30 11:27:16,152 - mmaction - INFO - Epoch [22][840/2505] lr: 5.000e-04, eta: 2 days, 1:06:06, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6542, top5_acc: 0.8359, loss_cls: 1.5974, loss: 1.5974, grad_norm: 17.3761 2020-07-30 11:27:54,179 - mmaction - INFO - Epoch [22][860/2505] lr: 5.000e-04, eta: 2 days, 1:05:25, time: 1.901, data_time: 0.001, memory: 8518, top1_acc: 0.6458, top5_acc: 0.8297, loss_cls: 1.5999, loss: 1.5999, grad_norm: 16.5188 2020-07-30 11:28:31,976 - mmaction - INFO - Epoch [22][880/2505] lr: 5.000e-04, eta: 2 days, 1:04:44, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.6053, loss: 1.6053, grad_norm: 17.3490 2020-07-30 11:29:09,736 - mmaction - INFO - Epoch [22][900/2505] lr: 5.000e-04, eta: 2 days, 1:04:03, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6318, top5_acc: 0.8208, loss_cls: 1.6691, loss: 1.6691, grad_norm: 17.2101 2020-07-30 11:29:47,717 - mmaction - INFO - Epoch [22][920/2505] lr: 5.000e-04, eta: 2 days, 1:03:22, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8057, loss_cls: 1.6997, loss: 1.6997, grad_norm: 18.4028 2020-07-30 11:30:25,533 - mmaction - INFO - Epoch [22][940/2505] lr: 5.000e-04, eta: 2 days, 1:02:41, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8219, loss_cls: 1.6576, loss: 1.6576, grad_norm: 17.2430 2020-07-30 11:31:03,440 - mmaction - INFO - Epoch [22][960/2505] lr: 5.000e-04, eta: 2 days, 1:02:00, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6380, top5_acc: 0.8167, loss_cls: 1.6325, loss: 1.6325, grad_norm: 17.0029 2020-07-30 11:31:41,303 - mmaction - INFO - Epoch [22][980/2505] lr: 5.000e-04, eta: 2 days, 1:01:19, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.6444, loss: 1.6444, grad_norm: 17.1709 2020-07-30 11:32:19,083 - mmaction - INFO - Epoch [22][1000/2505] lr: 5.000e-04, eta: 2 days, 1:00:38, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.5809, loss: 1.5809, grad_norm: 16.9154 2020-07-30 11:32:57,256 - mmaction - INFO - Epoch [22][1020/2505] lr: 5.000e-04, eta: 2 days, 0:59:58, time: 1.908, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8135, loss_cls: 1.6704, loss: 1.6704, grad_norm: 17.5277 2020-07-30 11:33:34,980 - mmaction - INFO - Epoch [22][1040/2505] lr: 5.000e-04, eta: 2 days, 0:59:17, time: 1.887, data_time: 0.001, memory: 8518, top1_acc: 0.6302, top5_acc: 0.8182, loss_cls: 1.6705, loss: 1.6705, grad_norm: 17.1351 2020-07-30 11:34:12,822 - mmaction - INFO - Epoch [22][1060/2505] lr: 5.000e-04, eta: 2 days, 0:58:36, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8167, loss_cls: 1.6719, loss: 1.6719, grad_norm: 16.4425 2020-07-30 11:34:50,607 - mmaction - INFO - Epoch [22][1080/2505] lr: 5.000e-04, eta: 2 days, 0:57:55, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6193, top5_acc: 0.8182, loss_cls: 1.6830, loss: 1.6830, grad_norm: 16.8571 2020-07-30 11:35:28,557 - mmaction - INFO - Epoch [22][1100/2505] lr: 5.000e-04, eta: 2 days, 0:57:14, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6417, top5_acc: 0.8161, loss_cls: 1.6541, loss: 1.6541, grad_norm: 16.6874 2020-07-30 11:36:06,502 - mmaction - INFO - Epoch [22][1120/2505] lr: 5.000e-04, eta: 2 days, 0:56:34, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8161, loss_cls: 1.6679, loss: 1.6679, grad_norm: 16.7225 2020-07-30 11:36:44,436 - mmaction - INFO - Epoch [22][1140/2505] lr: 5.000e-04, eta: 2 days, 0:55:53, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6083, top5_acc: 0.8156, loss_cls: 1.7192, loss: 1.7192, grad_norm: 17.0935 2020-07-30 11:37:22,315 - mmaction - INFO - Epoch [22][1160/2505] lr: 5.000e-04, eta: 2 days, 0:55:12, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8234, loss_cls: 1.6290, loss: 1.6290, grad_norm: 17.5632 2020-07-30 11:38:00,121 - mmaction - INFO - Epoch [22][1180/2505] lr: 5.000e-04, eta: 2 days, 0:54:31, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6464, top5_acc: 0.8323, loss_cls: 1.6068, loss: 1.6068, grad_norm: 16.7178 2020-07-30 11:38:37,912 - mmaction - INFO - Epoch [22][1200/2505] lr: 5.000e-04, eta: 2 days, 0:53:50, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6406, top5_acc: 0.8260, loss_cls: 1.6199, loss: 1.6199, grad_norm: 16.5705 2020-07-30 11:39:15,638 - mmaction - INFO - Epoch [22][1220/2505] lr: 5.000e-04, eta: 2 days, 0:53:09, time: 1.886, data_time: 0.001, memory: 8518, top1_acc: 0.6370, top5_acc: 0.8271, loss_cls: 1.6416, loss: 1.6416, grad_norm: 17.0078 2020-07-30 11:39:53,496 - mmaction - INFO - Epoch [22][1240/2505] lr: 5.000e-04, eta: 2 days, 0:52:28, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6323, top5_acc: 0.8156, loss_cls: 1.6532, loss: 1.6532, grad_norm: 17.1179 2020-07-30 11:40:31,328 - mmaction - INFO - Epoch [22][1260/2505] lr: 5.000e-04, eta: 2 days, 0:51:47, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6312, top5_acc: 0.8198, loss_cls: 1.6566, loss: 1.6566, grad_norm: 17.0093 2020-07-30 11:41:09,115 - mmaction - INFO - Epoch [22][1280/2505] lr: 5.000e-04, eta: 2 days, 0:51:06, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6333, top5_acc: 0.8188, loss_cls: 1.6816, loss: 1.6816, grad_norm: 17.0702 2020-07-30 11:41:47,098 - mmaction - INFO - Epoch [22][1300/2505] lr: 5.000e-04, eta: 2 days, 0:50:25, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6365, top5_acc: 0.8161, loss_cls: 1.6509, loss: 1.6509, grad_norm: 16.8259 2020-07-30 11:42:25,069 - mmaction - INFO - Epoch [22][1320/2505] lr: 5.000e-04, eta: 2 days, 0:49:45, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6333, top5_acc: 0.8245, loss_cls: 1.6262, loss: 1.6262, grad_norm: 16.9502 2020-07-30 11:43:03,052 - mmaction - INFO - Epoch [22][1340/2505] lr: 5.000e-04, eta: 2 days, 0:49:04, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6365, top5_acc: 0.8260, loss_cls: 1.5897, loss: 1.5897, grad_norm: 17.1526 2020-07-30 11:43:40,869 - mmaction - INFO - Epoch [22][1360/2505] lr: 5.000e-04, eta: 2 days, 0:48:23, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8328, loss_cls: 1.5864, loss: 1.5864, grad_norm: 17.8234 2020-07-30 11:44:18,834 - mmaction - INFO - Epoch [22][1380/2505] lr: 5.000e-04, eta: 2 days, 0:47:43, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6401, top5_acc: 0.8354, loss_cls: 1.6000, loss: 1.6000, grad_norm: 16.6755 2020-07-30 11:44:56,635 - mmaction - INFO - Epoch [22][1400/2505] lr: 5.000e-04, eta: 2 days, 0:47:02, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6401, top5_acc: 0.8187, loss_cls: 1.6293, loss: 1.6293, grad_norm: 16.9605 2020-07-30 11:45:34,513 - mmaction - INFO - Epoch [22][1420/2505] lr: 5.000e-04, eta: 2 days, 0:46:21, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6365, top5_acc: 0.8219, loss_cls: 1.6602, loss: 1.6602, grad_norm: 16.9354 2020-07-30 11:46:12,412 - mmaction - INFO - Epoch [22][1440/2505] lr: 5.000e-04, eta: 2 days, 0:45:40, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.6246, loss: 1.6246, grad_norm: 16.9418 2020-07-30 11:46:50,215 - mmaction - INFO - Epoch [22][1460/2505] lr: 5.000e-04, eta: 2 days, 0:44:59, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6427, top5_acc: 0.8177, loss_cls: 1.6078, loss: 1.6078, grad_norm: 17.0906 2020-07-30 11:47:28,146 - mmaction - INFO - Epoch [22][1480/2505] lr: 5.000e-04, eta: 2 days, 0:44:19, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6516, top5_acc: 0.8380, loss_cls: 1.5532, loss: 1.5532, grad_norm: 16.8210 2020-07-30 11:48:06,109 - mmaction - INFO - Epoch [22][1500/2505] lr: 5.000e-04, eta: 2 days, 0:43:38, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8229, loss_cls: 1.6597, loss: 1.6597, grad_norm: 17.6956 2020-07-30 11:48:43,943 - mmaction - INFO - Epoch [22][1520/2505] lr: 5.000e-04, eta: 2 days, 0:42:58, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6214, top5_acc: 0.8073, loss_cls: 1.7004, loss: 1.7004, grad_norm: 17.1890 2020-07-30 11:49:21,868 - mmaction - INFO - Epoch [22][1540/2505] lr: 5.000e-04, eta: 2 days, 0:42:17, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6250, top5_acc: 0.8359, loss_cls: 1.6339, loss: 1.6339, grad_norm: 17.0435 2020-07-30 11:49:59,727 - mmaction - INFO - Epoch [22][1560/2505] lr: 5.000e-04, eta: 2 days, 0:41:36, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6271, top5_acc: 0.8115, loss_cls: 1.7110, loss: 1.7110, grad_norm: 17.4084 2020-07-30 11:50:37,692 - mmaction - INFO - Epoch [22][1580/2505] lr: 5.000e-04, eta: 2 days, 0:40:56, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6177, top5_acc: 0.8146, loss_cls: 1.7129, loss: 1.7129, grad_norm: 17.6118 2020-07-30 11:51:15,569 - mmaction - INFO - Epoch [22][1600/2505] lr: 5.000e-04, eta: 2 days, 0:40:15, time: 1.894, data_time: 0.001, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8250, loss_cls: 1.6032, loss: 1.6032, grad_norm: 16.9927 2020-07-30 11:51:53,513 - mmaction - INFO - Epoch [22][1620/2505] lr: 5.000e-04, eta: 2 days, 0:39:35, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6417, top5_acc: 0.8359, loss_cls: 1.5766, loss: 1.5766, grad_norm: 17.1188 2020-07-30 11:52:31,320 - mmaction - INFO - Epoch [22][1640/2505] lr: 5.000e-04, eta: 2 days, 0:38:54, time: 1.890, data_time: 0.001, memory: 8518, top1_acc: 0.6448, top5_acc: 0.8411, loss_cls: 1.5350, loss: 1.5350, grad_norm: 16.8071 2020-07-30 11:53:09,220 - mmaction - INFO - Epoch [22][1660/2505] lr: 5.000e-04, eta: 2 days, 0:38:13, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8208, loss_cls: 1.6620, loss: 1.6620, grad_norm: 17.5409 2020-07-30 11:53:47,038 - mmaction - INFO - Epoch [22][1680/2505] lr: 5.000e-04, eta: 2 days, 0:37:32, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6417, top5_acc: 0.8255, loss_cls: 1.6189, loss: 1.6189, grad_norm: 16.7130 2020-07-30 11:54:25,002 - mmaction - INFO - Epoch [22][1700/2505] lr: 5.000e-04, eta: 2 days, 0:36:52, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6312, top5_acc: 0.8177, loss_cls: 1.6682, loss: 1.6682, grad_norm: 17.3555 2020-07-30 11:55:02,986 - mmaction - INFO - Epoch [22][1720/2505] lr: 5.000e-04, eta: 2 days, 0:36:11, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8266, loss_cls: 1.6046, loss: 1.6046, grad_norm: 17.1359 2020-07-30 11:55:40,851 - mmaction - INFO - Epoch [22][1740/2505] lr: 5.000e-04, eta: 2 days, 0:35:31, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6474, top5_acc: 0.8266, loss_cls: 1.6377, loss: 1.6377, grad_norm: 16.3006 2020-07-30 11:56:18,816 - mmaction - INFO - Epoch [22][1760/2505] lr: 5.000e-04, eta: 2 days, 0:34:50, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6297, top5_acc: 0.8193, loss_cls: 1.6735, loss: 1.6735, grad_norm: 16.5619 2020-07-30 11:56:56,596 - mmaction - INFO - Epoch [22][1780/2505] lr: 5.000e-04, eta: 2 days, 0:34:09, time: 1.889, data_time: 0.001, memory: 8518, top1_acc: 0.6161, top5_acc: 0.8099, loss_cls: 1.6983, loss: 1.6983, grad_norm: 17.2907 2020-07-30 11:57:34,436 - mmaction - INFO - Epoch [22][1800/2505] lr: 5.000e-04, eta: 2 days, 0:33:28, time: 1.892, data_time: 0.001, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8255, loss_cls: 1.6352, loss: 1.6352, grad_norm: 16.9804 2020-07-30 11:58:12,665 - mmaction - INFO - Epoch [22][1820/2505] lr: 5.000e-04, eta: 2 days, 0:32:49, time: 1.911, data_time: 0.001, memory: 8518, top1_acc: 0.6396, top5_acc: 0.8234, loss_cls: 1.5993, loss: 1.5993, grad_norm: 16.3090 2020-07-30 11:58:50,595 - mmaction - INFO - Epoch [22][1840/2505] lr: 5.000e-04, eta: 2 days, 0:32:09, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8151, loss_cls: 1.6474, loss: 1.6474, grad_norm: 17.1665 2020-07-30 11:59:28,631 - mmaction - INFO - Epoch [22][1860/2505] lr: 5.000e-04, eta: 2 days, 0:31:29, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6354, top5_acc: 0.8193, loss_cls: 1.6615, loss: 1.6615, grad_norm: 17.0917 2020-07-30 12:00:10,692 - mmaction - INFO - Epoch [22][1880/2505] lr: 5.000e-04, eta: 2 days, 0:31:03, time: 2.102, data_time: 0.003, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8151, loss_cls: 1.6971, loss: 1.6971, grad_norm: 17.0550 2020-07-30 12:00:48,680 - mmaction - INFO - Epoch [22][1900/2505] lr: 5.000e-04, eta: 2 days, 0:30:23, time: 1.901, data_time: 0.009, memory: 8518, top1_acc: 0.6292, top5_acc: 0.8271, loss_cls: 1.6333, loss: 1.6333, grad_norm: 16.7689 2020-07-30 12:01:26,497 - mmaction - INFO - Epoch [22][1920/2505] lr: 5.000e-04, eta: 2 days, 0:29:42, time: 1.891, data_time: 0.002, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8302, loss_cls: 1.6122, loss: 1.6122, grad_norm: 16.5814 2020-07-30 12:02:04,450 - mmaction - INFO - Epoch [22][1940/2505] lr: 5.000e-04, eta: 2 days, 0:29:02, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6198, top5_acc: 0.8104, loss_cls: 1.7231, loss: 1.7231, grad_norm: 17.4221 2020-07-30 12:02:42,412 - mmaction - INFO - Epoch [22][1960/2505] lr: 5.000e-04, eta: 2 days, 0:28:22, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8198, loss_cls: 1.6836, loss: 1.6836, grad_norm: 17.5153 2020-07-30 12:03:20,329 - mmaction - INFO - Epoch [22][1980/2505] lr: 5.000e-04, eta: 2 days, 0:27:41, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6583, top5_acc: 0.8432, loss_cls: 1.5430, loss: 1.5430, grad_norm: 16.8914 2020-07-30 12:03:58,188 - mmaction - INFO - Epoch [22][2000/2505] lr: 5.000e-04, eta: 2 days, 0:27:00, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6240, top5_acc: 0.8156, loss_cls: 1.7023, loss: 1.7023, grad_norm: 18.0111 2020-07-30 12:04:36,176 - mmaction - INFO - Epoch [22][2020/2505] lr: 5.000e-04, eta: 2 days, 0:26:20, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6438, top5_acc: 0.8318, loss_cls: 1.6385, loss: 1.6385, grad_norm: 16.2816 2020-07-30 12:05:14,653 - mmaction - INFO - Epoch [22][2040/2505] lr: 5.000e-04, eta: 2 days, 0:25:42, time: 1.924, data_time: 0.001, memory: 8518, top1_acc: 0.6427, top5_acc: 0.8422, loss_cls: 1.5444, loss: 1.5444, grad_norm: 16.8413 2020-07-30 12:05:53,237 - mmaction - INFO - Epoch [22][2060/2505] lr: 5.000e-04, eta: 2 days, 0:25:04, time: 1.929, data_time: 0.014, memory: 8518, top1_acc: 0.6120, top5_acc: 0.8057, loss_cls: 1.7005, loss: 1.7005, grad_norm: 17.2180 2020-07-30 12:06:31,195 - mmaction - INFO - Epoch [22][2080/2505] lr: 5.000e-04, eta: 2 days, 0:24:23, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6307, top5_acc: 0.8177, loss_cls: 1.6538, loss: 1.6538, grad_norm: 17.1938 2020-07-30 12:07:09,124 - mmaction - INFO - Epoch [22][2100/2505] lr: 5.000e-04, eta: 2 days, 0:23:43, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6344, top5_acc: 0.8182, loss_cls: 1.6360, loss: 1.6360, grad_norm: 16.3321 2020-07-30 12:07:46,978 - mmaction - INFO - Epoch [22][2120/2505] lr: 5.000e-04, eta: 2 days, 0:23:02, time: 1.893, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8177, loss_cls: 1.6827, loss: 1.6827, grad_norm: 16.9334 2020-07-30 12:08:24,908 - mmaction - INFO - Epoch [22][2140/2505] lr: 5.000e-04, eta: 2 days, 0:22:22, time: 1.897, data_time: 0.001, memory: 8518, top1_acc: 0.6208, top5_acc: 0.8109, loss_cls: 1.6918, loss: 1.6918, grad_norm: 17.4161 2020-07-30 12:09:02,663 - mmaction - INFO - Epoch [22][2160/2505] lr: 5.000e-04, eta: 2 days, 0:21:41, time: 1.888, data_time: 0.001, memory: 8518, top1_acc: 0.6458, top5_acc: 0.8385, loss_cls: 1.5678, loss: 1.5678, grad_norm: 16.3490 2020-07-30 12:09:40,556 - mmaction - INFO - Epoch [22][2180/2505] lr: 5.000e-04, eta: 2 days, 0:21:00, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.5538, loss: 1.5538, grad_norm: 16.8236 2020-07-30 12:10:19,728 - mmaction - INFO - Epoch [22][2200/2505] lr: 5.000e-04, eta: 2 days, 0:20:24, time: 1.958, data_time: 0.001, memory: 8518, top1_acc: 0.6312, top5_acc: 0.8167, loss_cls: 1.6491, loss: 1.6491, grad_norm: 17.5863 2020-07-30 12:10:57,777 - mmaction - INFO - Epoch [22][2220/2505] lr: 5.000e-04, eta: 2 days, 0:19:44, time: 1.903, data_time: 0.004, memory: 8518, top1_acc: 0.6391, top5_acc: 0.8286, loss_cls: 1.5992, loss: 1.5992, grad_norm: 17.1928 2020-07-30 12:11:35,600 - mmaction - INFO - Epoch [22][2240/2505] lr: 5.000e-04, eta: 2 days, 0:19:03, time: 1.891, data_time: 0.001, memory: 8518, top1_acc: 0.6245, top5_acc: 0.8146, loss_cls: 1.6327, loss: 1.6327, grad_norm: 16.7537 2020-07-30 12:12:13,503 - mmaction - INFO - Epoch [22][2260/2505] lr: 5.000e-04, eta: 2 days, 0:18:23, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6156, top5_acc: 0.8130, loss_cls: 1.7127, loss: 1.7127, grad_norm: 17.0140 2020-07-30 12:12:51,417 - mmaction - INFO - Epoch [22][2280/2505] lr: 5.000e-04, eta: 2 days, 0:17:42, time: 1.895, data_time: 0.001, memory: 8518, top1_acc: 0.6406, top5_acc: 0.8208, loss_cls: 1.6370, loss: 1.6370, grad_norm: 16.3627 2020-07-30 12:13:29,478 - mmaction - INFO - Epoch [22][2300/2505] lr: 5.000e-04, eta: 2 days, 0:17:03, time: 1.903, data_time: 0.001, memory: 8518, top1_acc: 0.6417, top5_acc: 0.8375, loss_cls: 1.5892, loss: 1.5892, grad_norm: 16.1142 2020-07-30 12:14:07,403 - mmaction - INFO - Epoch [22][2320/2505] lr: 5.000e-04, eta: 2 days, 0:16:22, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6328, top5_acc: 0.8229, loss_cls: 1.6561, loss: 1.6561, grad_norm: 17.3640 2020-07-30 12:14:45,377 - mmaction - INFO - Epoch [22][2340/2505] lr: 5.000e-04, eta: 2 days, 0:15:42, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6469, top5_acc: 0.8276, loss_cls: 1.6123, loss: 1.6123, grad_norm: 16.7606 2020-07-30 12:15:23,647 - mmaction - INFO - Epoch [22][2360/2505] lr: 5.000e-04, eta: 2 days, 0:15:03, time: 1.913, data_time: 0.001, memory: 8518, top1_acc: 0.6313, top5_acc: 0.8182, loss_cls: 1.6766, loss: 1.6766, grad_norm: 16.8623 2020-07-30 12:16:01,583 - mmaction - INFO - Epoch [22][2380/2505] lr: 5.000e-04, eta: 2 days, 0:14:22, time: 1.897, data_time: 0.007, memory: 8518, top1_acc: 0.6333, top5_acc: 0.8234, loss_cls: 1.6384, loss: 1.6384, grad_norm: 17.3457 2020-07-30 12:16:39,625 - mmaction - INFO - Epoch [22][2400/2505] lr: 5.000e-04, eta: 2 days, 0:13:42, time: 1.902, data_time: 0.001, memory: 8518, top1_acc: 0.6562, top5_acc: 0.8250, loss_cls: 1.5815, loss: 1.5815, grad_norm: 16.7451 2020-07-30 12:17:17,575 - mmaction - INFO - Epoch [22][2420/2505] lr: 5.000e-04, eta: 2 days, 0:13:02, time: 1.898, data_time: 0.001, memory: 8518, top1_acc: 0.6448, top5_acc: 0.8224, loss_cls: 1.6233, loss: 1.6233, grad_norm: 16.5950 2020-07-30 12:17:55,846 - mmaction - INFO - Epoch [22][2440/2505] lr: 5.000e-04, eta: 2 days, 0:12:23, time: 1.914, data_time: 0.001, memory: 8518, top1_acc: 0.6411, top5_acc: 0.8224, loss_cls: 1.6299, loss: 1.6299, grad_norm: 17.1644 2020-07-30 12:18:33,854 - mmaction - INFO - Epoch [22][2460/2505] lr: 5.000e-04, eta: 2 days, 0:11:43, time: 1.900, data_time: 0.001, memory: 8518, top1_acc: 0.6109, top5_acc: 0.8161, loss_cls: 1.7093, loss: 1.7093, grad_norm: 17.6080 2020-07-30 12:19:11,773 - mmaction - INFO - Epoch [22][2480/2505] lr: 5.000e-04, eta: 2 days, 0:11:02, time: 1.896, data_time: 0.001, memory: 8518, top1_acc: 0.6339, top5_acc: 0.8187, loss_cls: 1.6722, loss: 1.6722, grad_norm: 17.2486 2020-07-30 12:19:49,760 - mmaction - INFO - Epoch [22][2500/2505] lr: 5.000e-04, eta: 2 days, 0:10:22, time: 1.899, data_time: 0.001, memory: 8518, top1_acc: 0.6260, top5_acc: 0.8151, loss_cls: 1.6693, loss: 1.6693, grad_norm: 16.5993 2020-07-30 12:20:08,718 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-07-30 21:25:43,484 - mmaction - INFO - Epoch [23][20/2505] lr: 5.000e-04, eta: 3 days, 2:04:31, time: 2.958, data_time: 0.938, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8255, loss_cls: 1.5870, loss: 1.5870, grad_norm: 16.9975 2020-07-30 21:26:21,854 - mmaction - INFO - Epoch [23][40/2505] lr: 5.000e-04, eta: 2 days, 13:03:07, time: 1.919, data_time: 0.011, memory: 8520, top1_acc: 0.6245, top5_acc: 0.8208, loss_cls: 1.6218, loss: 1.6218, grad_norm: 17.1991 2020-07-30 21:26:59,766 - mmaction - INFO - Epoch [23][60/2505] lr: 5.000e-04, eta: 2 days, 8:30:23, time: 1.895, data_time: 0.003, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8323, loss_cls: 1.5864, loss: 1.5864, grad_norm: 16.3028 2020-07-30 21:27:37,693 - mmaction - INFO - Epoch [23][80/2505] lr: 5.000e-04, eta: 2 days, 6:14:12, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6250, top5_acc: 0.8161, loss_cls: 1.6935, loss: 1.6935, grad_norm: 17.0123 2020-07-30 21:28:16,102 - mmaction - INFO - Epoch [23][100/2505] lr: 5.000e-04, eta: 2 days, 4:59:15, time: 1.920, data_time: 0.003, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8349, loss_cls: 1.5805, loss: 1.5805, grad_norm: 16.6555 2020-07-30 21:28:54,245 - mmaction - INFO - Epoch [23][120/2505] lr: 5.000e-04, eta: 2 days, 4:06:01, time: 1.908, data_time: 0.017, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8370, loss_cls: 1.5811, loss: 1.5811, grad_norm: 17.2800 2020-07-30 21:29:32,114 - mmaction - INFO - Epoch [23][140/2505] lr: 5.000e-04, eta: 2 days, 3:24:53, time: 1.894, data_time: 0.002, memory: 8520, top1_acc: 0.6250, top5_acc: 0.8120, loss_cls: 1.6807, loss: 1.6807, grad_norm: 16.9395 2020-07-30 21:30:10,191 - mmaction - INFO - Epoch [23][160/2505] lr: 5.000e-04, eta: 2 days, 2:55:43, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8484, loss_cls: 1.5294, loss: 1.5294, grad_norm: 16.3950 2020-07-30 21:30:48,059 - mmaction - INFO - Epoch [23][180/2505] lr: 5.000e-04, eta: 2 days, 2:31:03, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8156, loss_cls: 1.6409, loss: 1.6409, grad_norm: 16.6758 2020-07-30 21:31:26,129 - mmaction - INFO - Epoch [23][200/2505] lr: 5.000e-04, eta: 2 days, 2:12:48, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6411, top5_acc: 0.8286, loss_cls: 1.5933, loss: 1.5933, grad_norm: 16.2521 2020-07-30 21:32:03,879 - mmaction - INFO - Epoch [23][220/2505] lr: 5.000e-04, eta: 2 days, 1:55:35, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8307, loss_cls: 1.6274, loss: 1.6274, grad_norm: 16.3266 2020-07-30 21:32:41,910 - mmaction - INFO - Epoch [23][240/2505] lr: 5.000e-04, eta: 2 days, 1:42:52, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6333, top5_acc: 0.8297, loss_cls: 1.6278, loss: 1.6278, grad_norm: 17.2816 2020-07-30 21:33:20,256 - mmaction - INFO - Epoch [23][260/2505] lr: 5.000e-04, eta: 2 days, 1:33:45, time: 1.917, data_time: 0.003, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8411, loss_cls: 1.5278, loss: 1.5278, grad_norm: 16.1962 2020-07-30 21:33:58,083 - mmaction - INFO - Epoch [23][280/2505] lr: 5.000e-04, eta: 2 days, 1:23:14, time: 1.892, data_time: 0.003, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8234, loss_cls: 1.6148, loss: 1.6148, grad_norm: 17.3731 2020-07-30 21:34:35,894 - mmaction - INFO - Epoch [23][300/2505] lr: 5.000e-04, eta: 2 days, 1:13:52, time: 1.891, data_time: 0.002, memory: 8520, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.6571, loss: 1.6571, grad_norm: 17.0597 2020-07-30 21:35:13,847 - mmaction - INFO - Epoch [23][320/2505] lr: 5.000e-04, eta: 2 days, 1:06:15, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6203, top5_acc: 0.8177, loss_cls: 1.6425, loss: 1.6425, grad_norm: 16.7612 2020-07-30 21:35:51,623 - mmaction - INFO - Epoch [23][340/2505] lr: 5.000e-04, eta: 2 days, 0:58:45, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8266, loss_cls: 1.5944, loss: 1.5944, grad_norm: 16.3332 2020-07-30 21:36:29,528 - mmaction - INFO - Epoch [23][360/2505] lr: 5.000e-04, eta: 2 days, 0:52:26, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6313, top5_acc: 0.8193, loss_cls: 1.6629, loss: 1.6629, grad_norm: 16.8646 2020-07-30 21:37:07,376 - mmaction - INFO - Epoch [23][380/2505] lr: 5.000e-04, eta: 2 days, 0:46:33, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6323, top5_acc: 0.8130, loss_cls: 1.6616, loss: 1.6616, grad_norm: 16.9761 2020-07-30 21:37:45,254 - mmaction - INFO - Epoch [23][400/2505] lr: 5.000e-04, eta: 2 days, 0:41:17, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8354, loss_cls: 1.5429, loss: 1.5429, grad_norm: 16.8183 2020-07-30 21:38:23,243 - mmaction - INFO - Epoch [23][420/2505] lr: 5.000e-04, eta: 2 days, 0:36:52, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6260, top5_acc: 0.8339, loss_cls: 1.6085, loss: 1.6085, grad_norm: 17.1151 2020-07-30 21:39:01,112 - mmaction - INFO - Epoch [23][440/2505] lr: 5.000e-04, eta: 2 days, 0:32:24, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8271, loss_cls: 1.5984, loss: 1.5984, grad_norm: 16.9427 2020-07-30 21:39:39,024 - mmaction - INFO - Epoch [23][460/2505] lr: 5.000e-04, eta: 2 days, 0:28:23, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8266, loss_cls: 1.6116, loss: 1.6116, grad_norm: 16.7023 2020-07-30 21:40:16,883 - mmaction - INFO - Epoch [23][480/2505] lr: 5.000e-04, eta: 2 days, 0:24:29, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6344, top5_acc: 0.8385, loss_cls: 1.6437, loss: 1.6437, grad_norm: 16.9534 2020-07-30 21:40:55,030 - mmaction - INFO - Epoch [23][500/2505] lr: 5.000e-04, eta: 2 days, 0:21:44, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8255, loss_cls: 1.6072, loss: 1.6072, grad_norm: 17.4931 2020-07-30 21:41:32,985 - mmaction - INFO - Epoch [23][520/2505] lr: 5.000e-04, eta: 2 days, 0:18:34, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8354, loss_cls: 1.5467, loss: 1.5467, grad_norm: 16.8956 2020-07-30 21:42:11,062 - mmaction - INFO - Epoch [23][540/2505] lr: 5.000e-04, eta: 2 days, 0:15:56, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8302, loss_cls: 1.6141, loss: 1.6141, grad_norm: 17.2902 2020-07-30 21:42:49,061 - mmaction - INFO - Epoch [23][560/2505] lr: 5.000e-04, eta: 2 days, 0:13:15, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6151, top5_acc: 0.8135, loss_cls: 1.7133, loss: 1.7133, grad_norm: 17.2855 2020-07-30 21:43:27,145 - mmaction - INFO - Epoch [23][580/2505] lr: 5.000e-04, eta: 2 days, 0:10:55, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6411, top5_acc: 0.8318, loss_cls: 1.5962, loss: 1.5962, grad_norm: 16.6619 2020-07-30 21:44:04,867 - mmaction - INFO - Epoch [23][600/2505] lr: 5.000e-04, eta: 2 days, 0:07:47, time: 1.886, data_time: 0.001, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8187, loss_cls: 1.6611, loss: 1.6611, grad_norm: 16.8986 2020-07-30 21:44:42,640 - mmaction - INFO - Epoch [23][620/2505] lr: 5.000e-04, eta: 2 days, 0:04:57, time: 1.889, data_time: 0.004, memory: 8520, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.6297, loss: 1.6297, grad_norm: 17.1354 2020-07-30 21:45:20,665 - mmaction - INFO - Epoch [23][640/2505] lr: 5.000e-04, eta: 2 days, 0:02:51, time: 1.902, data_time: 0.002, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8281, loss_cls: 1.5848, loss: 1.5848, grad_norm: 16.3738 2020-07-30 21:45:58,425 - mmaction - INFO - Epoch [23][660/2505] lr: 5.000e-04, eta: 2 days, 0:00:13, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8229, loss_cls: 1.5946, loss: 1.5946, grad_norm: 16.7173 2020-07-30 21:46:36,222 - mmaction - INFO - Epoch [23][680/2505] lr: 5.000e-04, eta: 1 day, 23:57:47, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8469, loss_cls: 1.5203, loss: 1.5203, grad_norm: 16.3879 2020-07-30 21:47:14,127 - mmaction - INFO - Epoch [23][700/2505] lr: 5.000e-04, eta: 1 day, 23:55:41, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8323, loss_cls: 1.5909, loss: 1.5909, grad_norm: 16.7589 2020-07-30 21:47:51,981 - mmaction - INFO - Epoch [23][720/2505] lr: 5.000e-04, eta: 1 day, 23:53:35, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6406, top5_acc: 0.8177, loss_cls: 1.6553, loss: 1.6553, grad_norm: 17.4770 2020-07-30 21:48:29,934 - mmaction - INFO - Epoch [23][740/2505] lr: 5.000e-04, eta: 1 day, 23:51:45, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8255, loss_cls: 1.5903, loss: 1.5903, grad_norm: 17.0009 2020-07-30 21:49:07,770 - mmaction - INFO - Epoch [23][760/2505] lr: 5.000e-04, eta: 1 day, 23:49:44, time: 1.892, data_time: 0.002, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8297, loss_cls: 1.5558, loss: 1.5558, grad_norm: 16.9310 2020-07-30 21:49:45,498 - mmaction - INFO - Epoch [23][780/2505] lr: 5.000e-04, eta: 1 day, 23:47:37, time: 1.887, data_time: 0.001, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8339, loss_cls: 1.5908, loss: 1.5908, grad_norm: 17.4235 2020-07-30 21:50:23,494 - mmaction - INFO - Epoch [23][800/2505] lr: 5.000e-04, eta: 1 day, 23:46:02, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6234, top5_acc: 0.8245, loss_cls: 1.6445, loss: 1.6445, grad_norm: 16.9997 2020-07-30 21:51:01,228 - mmaction - INFO - Epoch [23][820/2505] lr: 5.000e-04, eta: 1 day, 23:44:02, time: 1.887, data_time: 0.001, memory: 8520, top1_acc: 0.6437, top5_acc: 0.8260, loss_cls: 1.5857, loss: 1.5857, grad_norm: 16.7557 2020-07-30 21:51:39,042 - mmaction - INFO - Epoch [23][840/2505] lr: 5.000e-04, eta: 1 day, 23:42:15, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8115, loss_cls: 1.6432, loss: 1.6432, grad_norm: 17.1514 2020-07-30 21:52:16,712 - mmaction - INFO - Epoch [23][860/2505] lr: 5.000e-04, eta: 1 day, 23:40:16, time: 1.884, data_time: 0.001, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8276, loss_cls: 1.5821, loss: 1.5821, grad_norm: 15.8151 2020-07-30 21:52:54,468 - mmaction - INFO - Epoch [23][880/2505] lr: 5.000e-04, eta: 1 day, 23:38:31, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8260, loss_cls: 1.5869, loss: 1.5869, grad_norm: 17.0997 2020-07-30 21:53:32,927 - mmaction - INFO - Epoch [23][900/2505] lr: 5.000e-04, eta: 1 day, 23:37:55, time: 1.922, data_time: 0.001, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8479, loss_cls: 1.5617, loss: 1.5617, grad_norm: 17.0632 2020-07-30 21:54:10,783 - mmaction - INFO - Epoch [23][920/2505] lr: 5.000e-04, eta: 1 day, 23:36:23, time: 1.893, data_time: 0.003, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8422, loss_cls: 1.5868, loss: 1.5868, grad_norm: 17.2105 2020-07-30 21:54:48,629 - mmaction - INFO - Epoch [23][940/2505] lr: 5.000e-04, eta: 1 day, 23:34:52, time: 1.893, data_time: 0.002, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8302, loss_cls: 1.5874, loss: 1.5874, grad_norm: 17.1507 2020-07-30 21:55:26,575 - mmaction - INFO - Epoch [23][960/2505] lr: 5.000e-04, eta: 1 day, 23:33:33, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6443, top5_acc: 0.8323, loss_cls: 1.5934, loss: 1.5934, grad_norm: 16.3996 2020-07-30 21:56:04,487 - mmaction - INFO - Epoch [23][980/2505] lr: 5.000e-04, eta: 1 day, 23:32:12, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6406, top5_acc: 0.8146, loss_cls: 1.6523, loss: 1.6523, grad_norm: 16.8946 2020-07-30 21:56:42,425 - mmaction - INFO - Epoch [23][1000/2505] lr: 5.000e-04, eta: 1 day, 23:30:55, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6625, top5_acc: 0.8385, loss_cls: 1.5209, loss: 1.5209, grad_norm: 16.8503 2020-07-30 21:57:20,302 - mmaction - INFO - Epoch [23][1020/2505] lr: 5.000e-04, eta: 1 day, 23:29:34, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8234, loss_cls: 1.6650, loss: 1.6650, grad_norm: 17.2864 2020-07-30 21:57:58,457 - mmaction - INFO - Epoch [23][1040/2505] lr: 5.000e-04, eta: 1 day, 23:28:21, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6302, top5_acc: 0.8161, loss_cls: 1.6550, loss: 1.6550, grad_norm: 16.4592 2020-07-30 21:58:36,417 - mmaction - INFO - Epoch [23][1060/2505] lr: 5.000e-04, eta: 1 day, 23:27:28, time: 1.908, data_time: 0.012, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8177, loss_cls: 1.6066, loss: 1.6066, grad_norm: 16.8973 2020-07-30 21:59:14,164 - mmaction - INFO - Epoch [23][1080/2505] lr: 5.000e-04, eta: 1 day, 23:26:00, time: 1.887, data_time: 0.001, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8266, loss_cls: 1.6169, loss: 1.6169, grad_norm: 16.6816 2020-07-30 21:59:52,030 - mmaction - INFO - Epoch [23][1100/2505] lr: 5.000e-04, eta: 1 day, 23:24:44, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8286, loss_cls: 1.6186, loss: 1.6186, grad_norm: 17.3773 2020-07-30 22:00:35,069 - mmaction - INFO - Epoch [23][1120/2505] lr: 5.000e-04, eta: 1 day, 23:30:20, time: 2.151, data_time: 0.001, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8281, loss_cls: 1.5869, loss: 1.5869, grad_norm: 17.7196 2020-07-30 22:01:12,966 - mmaction - INFO - Epoch [23][1140/2505] lr: 5.000e-04, eta: 1 day, 23:29:03, time: 1.896, data_time: 0.009, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8370, loss_cls: 1.5913, loss: 1.5913, grad_norm: 16.9884 2020-07-30 22:01:50,739 - mmaction - INFO - Epoch [23][1160/2505] lr: 5.000e-04, eta: 1 day, 23:27:37, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8385, loss_cls: 1.5667, loss: 1.5667, grad_norm: 17.1445 2020-07-30 22:02:28,616 - mmaction - INFO - Epoch [23][1180/2505] lr: 5.000e-04, eta: 1 day, 23:26:21, time: 1.895, data_time: 0.002, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8229, loss_cls: 1.6133, loss: 1.6133, grad_norm: 17.1459 2020-07-30 22:03:07,139 - mmaction - INFO - Epoch [23][1200/2505] lr: 5.000e-04, eta: 1 day, 23:25:52, time: 1.925, data_time: 0.002, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8276, loss_cls: 1.6096, loss: 1.6096, grad_norm: 16.9480 2020-07-30 22:03:45,173 - mmaction - INFO - Epoch [23][1220/2505] lr: 5.000e-04, eta: 1 day, 23:24:49, time: 1.902, data_time: 0.010, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.6432, loss: 1.6432, grad_norm: 17.3483 2020-07-30 22:04:23,186 - mmaction - INFO - Epoch [23][1240/2505] lr: 5.000e-04, eta: 1 day, 23:23:44, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8250, loss_cls: 1.6625, loss: 1.6625, grad_norm: 16.8754 2020-07-30 22:05:01,133 - mmaction - INFO - Epoch [23][1260/2505] lr: 5.000e-04, eta: 1 day, 23:22:36, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8401, loss_cls: 1.5639, loss: 1.5639, grad_norm: 17.2329 2020-07-30 22:05:39,443 - mmaction - INFO - Epoch [23][1280/2505] lr: 5.000e-04, eta: 1 day, 23:21:54, time: 1.915, data_time: 0.005, memory: 8520, top1_acc: 0.6312, top5_acc: 0.8292, loss_cls: 1.6002, loss: 1.6002, grad_norm: 17.5582 2020-07-30 22:06:17,271 - mmaction - INFO - Epoch [23][1300/2505] lr: 5.000e-04, eta: 1 day, 23:20:39, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8281, loss_cls: 1.6083, loss: 1.6083, grad_norm: 17.4951 2020-07-30 22:06:55,116 - mmaction - INFO - Epoch [23][1320/2505] lr: 5.000e-04, eta: 1 day, 23:19:27, time: 1.892, data_time: 0.002, memory: 8520, top1_acc: 0.6406, top5_acc: 0.8188, loss_cls: 1.6402, loss: 1.6402, grad_norm: 16.9283 2020-07-30 22:07:32,945 - mmaction - INFO - Epoch [23][1340/2505] lr: 5.000e-04, eta: 1 day, 23:18:14, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8172, loss_cls: 1.6339, loss: 1.6339, grad_norm: 17.2064 2020-07-30 22:08:10,915 - mmaction - INFO - Epoch [23][1360/2505] lr: 5.000e-04, eta: 1 day, 23:17:12, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8203, loss_cls: 1.6587, loss: 1.6587, grad_norm: 16.9124 2020-07-30 22:08:48,765 - mmaction - INFO - Epoch [23][1380/2505] lr: 5.000e-04, eta: 1 day, 23:16:03, time: 1.893, data_time: 0.002, memory: 8520, top1_acc: 0.6443, top5_acc: 0.8370, loss_cls: 1.6152, loss: 1.6152, grad_norm: 17.5374 2020-07-30 22:09:26,578 - mmaction - INFO - Epoch [23][1400/2505] lr: 5.000e-04, eta: 1 day, 23:14:52, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8297, loss_cls: 1.5936, loss: 1.5936, grad_norm: 17.3030 2020-07-30 22:10:04,476 - mmaction - INFO - Epoch [23][1420/2505] lr: 5.000e-04, eta: 1 day, 23:13:47, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6292, top5_acc: 0.8250, loss_cls: 1.6559, loss: 1.6559, grad_norm: 16.6209 2020-07-30 22:10:42,431 - mmaction - INFO - Epoch [23][1440/2505] lr: 5.000e-04, eta: 1 day, 23:12:47, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6198, top5_acc: 0.8224, loss_cls: 1.6928, loss: 1.6928, grad_norm: 17.2719 2020-07-30 22:11:20,255 - mmaction - INFO - Epoch [23][1460/2505] lr: 5.000e-04, eta: 1 day, 23:11:39, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6266, top5_acc: 0.8224, loss_cls: 1.6446, loss: 1.6446, grad_norm: 16.7450 2020-07-30 22:11:58,021 - mmaction - INFO - Epoch [23][1480/2505] lr: 5.000e-04, eta: 1 day, 23:10:29, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8297, loss_cls: 1.6284, loss: 1.6284, grad_norm: 16.8277 2020-07-30 22:12:35,848 - mmaction - INFO - Epoch [23][1500/2505] lr: 5.000e-04, eta: 1 day, 23:09:23, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8089, loss_cls: 1.6682, loss: 1.6682, grad_norm: 17.7838 2020-07-30 22:13:14,299 - mmaction - INFO - Epoch [23][1520/2505] lr: 5.000e-04, eta: 1 day, 23:08:54, time: 1.922, data_time: 0.005, memory: 8520, top1_acc: 0.6172, top5_acc: 0.8151, loss_cls: 1.6618, loss: 1.6618, grad_norm: 16.8375 2020-07-30 22:13:52,235 - mmaction - INFO - Epoch [23][1540/2505] lr: 5.000e-04, eta: 1 day, 23:07:55, time: 1.897, data_time: 0.003, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8224, loss_cls: 1.5953, loss: 1.5953, grad_norm: 16.6237 2020-07-30 22:14:30,126 - mmaction - INFO - Epoch [23][1560/2505] lr: 5.000e-04, eta: 1 day, 23:06:55, time: 1.895, data_time: 0.002, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8240, loss_cls: 1.6285, loss: 1.6285, grad_norm: 17.1248 2020-07-30 22:15:08,056 - mmaction - INFO - Epoch [23][1580/2505] lr: 5.000e-04, eta: 1 day, 23:05:57, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8130, loss_cls: 1.6575, loss: 1.6575, grad_norm: 17.7003 2020-07-30 22:15:45,842 - mmaction - INFO - Epoch [23][1600/2505] lr: 5.000e-04, eta: 1 day, 23:04:52, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6437, top5_acc: 0.8177, loss_cls: 1.5966, loss: 1.5966, grad_norm: 16.6397 2020-07-30 22:16:23,589 - mmaction - INFO - Epoch [23][1620/2505] lr: 5.000e-04, eta: 1 day, 23:03:46, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8177, loss_cls: 1.5979, loss: 1.5979, grad_norm: 16.8546 2020-07-30 22:17:01,279 - mmaction - INFO - Epoch [23][1640/2505] lr: 5.000e-04, eta: 1 day, 23:02:36, time: 1.884, data_time: 0.001, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8401, loss_cls: 1.5894, loss: 1.5894, grad_norm: 17.2556 2020-07-30 22:17:39,023 - mmaction - INFO - Epoch [23][1660/2505] lr: 5.000e-04, eta: 1 day, 23:01:30, time: 1.887, data_time: 0.001, memory: 8520, top1_acc: 0.6224, top5_acc: 0.8219, loss_cls: 1.6549, loss: 1.6549, grad_norm: 17.1877 2020-07-30 22:18:16,875 - mmaction - INFO - Epoch [23][1680/2505] lr: 5.000e-04, eta: 1 day, 23:00:31, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8260, loss_cls: 1.6021, loss: 1.6021, grad_norm: 16.9290 2020-07-30 22:18:54,588 - mmaction - INFO - Epoch [23][1700/2505] lr: 5.000e-04, eta: 1 day, 22:59:26, time: 1.886, data_time: 0.001, memory: 8520, top1_acc: 0.6125, top5_acc: 0.8297, loss_cls: 1.6535, loss: 1.6535, grad_norm: 16.7918 2020-07-30 22:19:32,558 - mmaction - INFO - Epoch [23][1720/2505] lr: 5.000e-04, eta: 1 day, 22:58:33, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6167, top5_acc: 0.8115, loss_cls: 1.6914, loss: 1.6914, grad_norm: 17.0075 2020-07-30 22:20:10,450 - mmaction - INFO - Epoch [23][1740/2505] lr: 5.000e-04, eta: 1 day, 22:57:38, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6333, top5_acc: 0.8276, loss_cls: 1.6315, loss: 1.6315, grad_norm: 17.0271 2020-07-30 22:20:48,397 - mmaction - INFO - Epoch [23][1760/2505] lr: 5.000e-04, eta: 1 day, 22:56:45, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8344, loss_cls: 1.5226, loss: 1.5226, grad_norm: 16.5961 2020-07-30 22:21:26,604 - mmaction - INFO - Epoch [23][1780/2505] lr: 5.000e-04, eta: 1 day, 22:56:06, time: 1.910, data_time: 0.002, memory: 8520, top1_acc: 0.6255, top5_acc: 0.8208, loss_cls: 1.6701, loss: 1.6701, grad_norm: 17.4006 2020-07-30 22:22:04,432 - mmaction - INFO - Epoch [23][1800/2505] lr: 5.000e-04, eta: 1 day, 22:55:08, time: 1.891, data_time: 0.002, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8297, loss_cls: 1.6366, loss: 1.6366, grad_norm: 17.2469 2020-07-30 22:22:42,170 - mmaction - INFO - Epoch [23][1820/2505] lr: 5.000e-04, eta: 1 day, 22:54:06, time: 1.887, data_time: 0.001, memory: 8520, top1_acc: 0.6245, top5_acc: 0.8036, loss_cls: 1.6728, loss: 1.6728, grad_norm: 17.1085 2020-07-30 22:23:20,278 - mmaction - INFO - Epoch [23][1840/2505] lr: 5.000e-04, eta: 1 day, 22:53:22, time: 1.905, data_time: 0.003, memory: 8520, top1_acc: 0.6234, top5_acc: 0.8182, loss_cls: 1.6629, loss: 1.6629, grad_norm: 17.2163 2020-07-30 22:23:58,698 - mmaction - INFO - Epoch [23][1860/2505] lr: 5.000e-04, eta: 1 day, 22:52:54, time: 1.922, data_time: 0.004, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8276, loss_cls: 1.5911, loss: 1.5911, grad_norm: 17.5019 2020-07-30 22:24:36,849 - mmaction - INFO - Epoch [23][1880/2505] lr: 5.000e-04, eta: 1 day, 22:52:13, time: 1.907, data_time: 0.003, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8297, loss_cls: 1.6035, loss: 1.6035, grad_norm: 16.7734 2020-07-30 22:25:15,162 - mmaction - INFO - Epoch [23][1900/2505] lr: 5.000e-04, eta: 1 day, 22:51:39, time: 1.916, data_time: 0.003, memory: 8520, top1_acc: 0.6323, top5_acc: 0.8323, loss_cls: 1.5846, loss: 1.5846, grad_norm: 16.7741 2020-07-30 22:25:53,273 - mmaction - INFO - Epoch [23][1920/2505] lr: 5.000e-04, eta: 1 day, 22:50:56, time: 1.906, data_time: 0.002, memory: 8520, top1_acc: 0.6318, top5_acc: 0.8146, loss_cls: 1.6742, loss: 1.6742, grad_norm: 16.9502 2020-07-30 22:26:31,266 - mmaction - INFO - Epoch [23][1940/2505] lr: 5.000e-04, eta: 1 day, 22:50:07, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8255, loss_cls: 1.6000, loss: 1.6000, grad_norm: 16.6986 2020-07-30 22:27:09,244 - mmaction - INFO - Epoch [23][1960/2505] lr: 5.000e-04, eta: 1 day, 22:49:18, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8214, loss_cls: 1.6118, loss: 1.6118, grad_norm: 16.9989 2020-07-30 22:27:47,157 - mmaction - INFO - Epoch [23][1980/2505] lr: 5.000e-04, eta: 1 day, 22:48:27, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8318, loss_cls: 1.6189, loss: 1.6189, grad_norm: 17.2053 2020-07-30 22:28:25,424 - mmaction - INFO - Epoch [23][2000/2505] lr: 5.000e-04, eta: 1 day, 22:47:51, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6318, top5_acc: 0.8229, loss_cls: 1.6107, loss: 1.6107, grad_norm: 16.5542 2020-07-30 22:29:04,328 - mmaction - INFO - Epoch [23][2020/2505] lr: 5.000e-04, eta: 1 day, 22:47:43, time: 1.945, data_time: 0.043, memory: 8520, top1_acc: 0.6276, top5_acc: 0.8245, loss_cls: 1.6534, loss: 1.6534, grad_norm: 17.0489 2020-07-30 22:29:42,420 - mmaction - INFO - Epoch [23][2040/2505] lr: 5.000e-04, eta: 1 day, 22:46:59, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6333, top5_acc: 0.8146, loss_cls: 1.6437, loss: 1.6437, grad_norm: 17.0789 2020-07-30 22:30:20,647 - mmaction - INFO - Epoch [23][2060/2505] lr: 5.000e-04, eta: 1 day, 22:46:22, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8260, loss_cls: 1.6187, loss: 1.6187, grad_norm: 16.7287 2020-07-30 22:30:58,553 - mmaction - INFO - Epoch [23][2080/2505] lr: 5.000e-04, eta: 1 day, 22:45:30, time: 1.895, data_time: 0.002, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8313, loss_cls: 1.5765, loss: 1.5765, grad_norm: 16.2383 2020-07-30 22:31:36,517 - mmaction - INFO - Epoch [23][2100/2505] lr: 5.000e-04, eta: 1 day, 22:44:42, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8281, loss_cls: 1.6103, loss: 1.6103, grad_norm: 16.8727 2020-07-30 22:32:14,210 - mmaction - INFO - Epoch [23][2120/2505] lr: 5.000e-04, eta: 1 day, 22:43:42, time: 1.885, data_time: 0.001, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8281, loss_cls: 1.6096, loss: 1.6096, grad_norm: 16.6277 2020-07-30 22:32:51,966 - mmaction - INFO - Epoch [23][2140/2505] lr: 5.000e-04, eta: 1 day, 22:42:45, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6292, top5_acc: 0.8214, loss_cls: 1.6397, loss: 1.6397, grad_norm: 16.3218 2020-07-30 22:33:30,346 - mmaction - INFO - Epoch [23][2160/2505] lr: 5.000e-04, eta: 1 day, 22:42:14, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8354, loss_cls: 1.5439, loss: 1.5439, grad_norm: 16.3118 2020-07-30 22:34:08,094 - mmaction - INFO - Epoch [23][2180/2505] lr: 5.000e-04, eta: 1 day, 22:41:18, time: 1.888, data_time: 0.002, memory: 8520, top1_acc: 0.6708, top5_acc: 0.8396, loss_cls: 1.4514, loss: 1.4514, grad_norm: 16.2686 2020-07-30 22:34:45,928 - mmaction - INFO - Epoch [23][2200/2505] lr: 5.000e-04, eta: 1 day, 22:40:25, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6281, top5_acc: 0.8255, loss_cls: 1.6533, loss: 1.6533, grad_norm: 16.8717 2020-07-30 22:35:23,784 - mmaction - INFO - Epoch [23][2220/2505] lr: 5.000e-04, eta: 1 day, 22:39:33, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8172, loss_cls: 1.6559, loss: 1.6559, grad_norm: 16.7340 2020-07-30 22:36:01,711 - mmaction - INFO - Epoch [23][2240/2505] lr: 5.000e-04, eta: 1 day, 22:38:44, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8292, loss_cls: 1.5951, loss: 1.5951, grad_norm: 16.6007 2020-07-30 22:36:39,451 - mmaction - INFO - Epoch [23][2260/2505] lr: 5.000e-04, eta: 1 day, 22:37:49, time: 1.887, data_time: 0.001, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8292, loss_cls: 1.5761, loss: 1.5761, grad_norm: 16.8104 2020-07-30 22:37:17,224 - mmaction - INFO - Epoch [23][2280/2505] lr: 5.000e-04, eta: 1 day, 22:36:55, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6292, top5_acc: 0.8229, loss_cls: 1.6610, loss: 1.6610, grad_norm: 17.1652 2020-07-30 22:37:55,328 - mmaction - INFO - Epoch [23][2300/2505] lr: 5.000e-04, eta: 1 day, 22:36:13, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8250, loss_cls: 1.6174, loss: 1.6174, grad_norm: 16.7412 2020-07-30 22:38:33,135 - mmaction - INFO - Epoch [23][2320/2505] lr: 5.000e-04, eta: 1 day, 22:35:21, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6234, top5_acc: 0.8208, loss_cls: 1.6993, loss: 1.6993, grad_norm: 17.5397 2020-07-30 22:39:10,861 - mmaction - INFO - Epoch [23][2340/2505] lr: 5.000e-04, eta: 1 day, 22:34:26, time: 1.886, data_time: 0.001, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8370, loss_cls: 1.6029, loss: 1.6029, grad_norm: 16.8458 2020-07-30 22:39:48,833 - mmaction - INFO - Epoch [23][2360/2505] lr: 5.000e-04, eta: 1 day, 22:33:40, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8302, loss_cls: 1.5684, loss: 1.5684, grad_norm: 16.5796 2020-07-30 22:40:26,899 - mmaction - INFO - Epoch [23][2380/2505] lr: 5.000e-04, eta: 1 day, 22:32:58, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8276, loss_cls: 1.5840, loss: 1.5840, grad_norm: 17.1332 2020-07-30 22:41:04,917 - mmaction - INFO - Epoch [23][2400/2505] lr: 5.000e-04, eta: 1 day, 22:32:14, time: 1.901, data_time: 0.003, memory: 8520, top1_acc: 0.6260, top5_acc: 0.8125, loss_cls: 1.7024, loss: 1.7024, grad_norm: 17.5663 2020-07-30 22:41:42,695 - mmaction - INFO - Epoch [23][2420/2505] lr: 5.000e-04, eta: 1 day, 22:31:22, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6177, top5_acc: 0.8156, loss_cls: 1.6441, loss: 1.6441, grad_norm: 16.7075 2020-07-30 22:42:20,620 - mmaction - INFO - Epoch [23][2440/2505] lr: 5.000e-04, eta: 1 day, 22:30:35, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8250, loss_cls: 1.5574, loss: 1.5574, grad_norm: 16.6494 2020-07-30 22:42:58,586 - mmaction - INFO - Epoch [23][2460/2505] lr: 5.000e-04, eta: 1 day, 22:29:49, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6094, top5_acc: 0.8052, loss_cls: 1.6974, loss: 1.6974, grad_norm: 17.4313 2020-07-30 22:43:36,561 - mmaction - INFO - Epoch [23][2480/2505] lr: 5.000e-04, eta: 1 day, 22:29:04, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8245, loss_cls: 1.6121, loss: 1.6121, grad_norm: 16.8721 2020-07-30 22:44:14,486 - mmaction - INFO - Epoch [23][2500/2505] lr: 5.000e-04, eta: 1 day, 22:28:18, time: 1.896, data_time: 0.002, memory: 8520, top1_acc: 0.6250, top5_acc: 0.8161, loss_cls: 1.6954, loss: 1.6954, grad_norm: 16.8971 2020-07-30 22:46:18,590 - mmaction - INFO - Epoch [24][20/2505] lr: 5.000e-04, eta: 1 day, 23:01:33, time: 5.328, data_time: 3.348, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8281, loss_cls: 1.5704, loss: 1.5704, grad_norm: 17.0072 2020-07-30 22:46:56,937 - mmaction - INFO - Epoch [24][40/2505] lr: 5.000e-04, eta: 1 day, 23:00:45, time: 1.917, data_time: 0.013, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8214, loss_cls: 1.6020, loss: 1.6020, grad_norm: 17.0496 2020-07-30 22:47:35,022 - mmaction - INFO - Epoch [24][60/2505] lr: 5.000e-04, eta: 1 day, 22:59:48, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8229, loss_cls: 1.6285, loss: 1.6285, grad_norm: 17.4266 2020-07-30 22:48:13,509 - mmaction - INFO - Epoch [24][80/2505] lr: 5.000e-04, eta: 1 day, 22:59:04, time: 1.923, data_time: 0.003, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8333, loss_cls: 1.5532, loss: 1.5532, grad_norm: 17.4248 2020-07-30 22:48:51,484 - mmaction - INFO - Epoch [24][100/2505] lr: 5.000e-04, eta: 1 day, 22:58:04, time: 1.900, data_time: 0.009, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8266, loss_cls: 1.5866, loss: 1.5866, grad_norm: 17.1960 2020-07-30 22:49:29,423 - mmaction - INFO - Epoch [24][120/2505] lr: 5.000e-04, eta: 1 day, 22:57:04, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8406, loss_cls: 1.5110, loss: 1.5110, grad_norm: 16.8857 2020-07-30 22:50:07,833 - mmaction - INFO - Epoch [24][140/2505] lr: 5.000e-04, eta: 1 day, 22:56:18, time: 1.920, data_time: 0.000, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8302, loss_cls: 1.6038, loss: 1.6038, grad_norm: 17.0709 2020-07-30 22:50:45,779 - mmaction - INFO - Epoch [24][160/2505] lr: 5.000e-04, eta: 1 day, 22:55:18, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6255, top5_acc: 0.8203, loss_cls: 1.6387, loss: 1.6387, grad_norm: 16.9580 2020-07-30 22:51:23,682 - mmaction - INFO - Epoch [24][180/2505] lr: 5.000e-04, eta: 1 day, 22:54:16, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8385, loss_cls: 1.5408, loss: 1.5408, grad_norm: 16.7313 2020-07-30 22:52:01,591 - mmaction - INFO - Epoch [24][200/2505] lr: 5.000e-04, eta: 1 day, 22:53:15, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8156, loss_cls: 1.6640, loss: 1.6640, grad_norm: 16.8404 2020-07-30 22:52:39,518 - mmaction - INFO - Epoch [24][220/2505] lr: 5.000e-04, eta: 1 day, 22:52:15, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8359, loss_cls: 1.5430, loss: 1.5430, grad_norm: 15.9351 2020-07-30 22:53:17,435 - mmaction - INFO - Epoch [24][240/2505] lr: 5.000e-04, eta: 1 day, 22:51:15, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6255, top5_acc: 0.8187, loss_cls: 1.6514, loss: 1.6514, grad_norm: 17.1361 2020-07-30 22:53:55,207 - mmaction - INFO - Epoch [24][260/2505] lr: 5.000e-04, eta: 1 day, 22:50:11, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8307, loss_cls: 1.6058, loss: 1.6058, grad_norm: 16.8229 2020-07-30 22:54:33,036 - mmaction - INFO - Epoch [24][280/2505] lr: 5.000e-04, eta: 1 day, 22:49:09, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8297, loss_cls: 1.5896, loss: 1.5896, grad_norm: 17.0722 2020-07-30 22:55:11,263 - mmaction - INFO - Epoch [24][300/2505] lr: 5.000e-04, eta: 1 day, 22:48:20, time: 1.911, data_time: 0.012, memory: 8520, top1_acc: 0.6219, top5_acc: 0.8083, loss_cls: 1.7084, loss: 1.7084, grad_norm: 17.7173 2020-07-30 22:55:49,237 - mmaction - INFO - Epoch [24][320/2505] lr: 5.000e-04, eta: 1 day, 22:47:22, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8333, loss_cls: 1.5834, loss: 1.5834, grad_norm: 16.8150 2020-07-30 22:56:27,130 - mmaction - INFO - Epoch [24][340/2505] lr: 5.000e-04, eta: 1 day, 22:46:24, time: 1.895, data_time: 0.002, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8156, loss_cls: 1.6282, loss: 1.6282, grad_norm: 17.8459 2020-07-30 22:57:05,023 - mmaction - INFO - Epoch [24][360/2505] lr: 5.000e-04, eta: 1 day, 22:45:25, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8281, loss_cls: 1.5685, loss: 1.5685, grad_norm: 16.9529 2020-07-30 22:57:42,946 - mmaction - INFO - Epoch [24][380/2505] lr: 5.000e-04, eta: 1 day, 22:44:27, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6292, top5_acc: 0.8318, loss_cls: 1.6304, loss: 1.6304, grad_norm: 16.9700 2020-07-30 22:58:20,789 - mmaction - INFO - Epoch [24][400/2505] lr: 5.000e-04, eta: 1 day, 22:43:27, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8260, loss_cls: 1.5930, loss: 1.5930, grad_norm: 16.6612 2020-07-30 22:58:58,686 - mmaction - INFO - Epoch [24][420/2505] lr: 5.000e-04, eta: 1 day, 22:42:29, time: 1.895, data_time: 0.002, memory: 8520, top1_acc: 0.6323, top5_acc: 0.8224, loss_cls: 1.6184, loss: 1.6184, grad_norm: 17.1523 2020-07-30 22:59:36,601 - mmaction - INFO - Epoch [24][440/2505] lr: 5.000e-04, eta: 1 day, 22:41:32, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8323, loss_cls: 1.4986, loss: 1.4986, grad_norm: 16.9239 2020-07-30 23:00:18,655 - mmaction - INFO - Epoch [24][460/2505] lr: 5.000e-04, eta: 1 day, 22:42:36, time: 2.101, data_time: 0.003, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8240, loss_cls: 1.6338, loss: 1.6338, grad_norm: 17.5446 2020-07-30 23:00:56,687 - mmaction - INFO - Epoch [24][480/2505] lr: 5.000e-04, eta: 1 day, 22:41:43, time: 1.903, data_time: 0.011, memory: 8520, top1_acc: 0.6240, top5_acc: 0.8078, loss_cls: 1.6857, loss: 1.6857, grad_norm: 17.3526 2020-07-30 23:01:34,658 - mmaction - INFO - Epoch [24][500/2505] lr: 5.000e-04, eta: 1 day, 22:40:47, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8302, loss_cls: 1.6028, loss: 1.6028, grad_norm: 17.2242 2020-07-30 23:02:12,600 - mmaction - INFO - Epoch [24][520/2505] lr: 5.000e-04, eta: 1 day, 22:39:51, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6323, top5_acc: 0.8234, loss_cls: 1.6209, loss: 1.6209, grad_norm: 17.0448 2020-07-30 23:02:50,416 - mmaction - INFO - Epoch [24][540/2505] lr: 5.000e-04, eta: 1 day, 22:38:52, time: 1.891, data_time: 0.002, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8281, loss_cls: 1.5888, loss: 1.5888, grad_norm: 16.4994 2020-07-30 23:03:28,493 - mmaction - INFO - Epoch [24][560/2505] lr: 5.000e-04, eta: 1 day, 22:38:00, time: 1.904, data_time: 0.002, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8328, loss_cls: 1.6028, loss: 1.6028, grad_norm: 17.1116 2020-07-30 23:04:06,557 - mmaction - INFO - Epoch [24][580/2505] lr: 5.000e-04, eta: 1 day, 22:37:08, time: 1.904, data_time: 0.012, memory: 8520, top1_acc: 0.6318, top5_acc: 0.8292, loss_cls: 1.6051, loss: 1.6051, grad_norm: 17.4316 2020-07-30 23:04:44,344 - mmaction - INFO - Epoch [24][600/2505] lr: 5.000e-04, eta: 1 day, 22:36:08, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6302, top5_acc: 0.8292, loss_cls: 1.6221, loss: 1.6221, grad_norm: 17.5857 2020-07-30 23:05:22,931 - mmaction - INFO - Epoch [24][620/2505] lr: 5.000e-04, eta: 1 day, 22:35:31, time: 1.929, data_time: 0.001, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8422, loss_cls: 1.5258, loss: 1.5258, grad_norm: 17.3434 2020-07-30 23:06:00,881 - mmaction - INFO - Epoch [24][640/2505] lr: 5.000e-04, eta: 1 day, 22:34:36, time: 1.898, data_time: 0.004, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8182, loss_cls: 1.6445, loss: 1.6445, grad_norm: 17.3947 2020-07-30 23:06:38,953 - mmaction - INFO - Epoch [24][660/2505] lr: 5.000e-04, eta: 1 day, 22:33:45, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.5934, loss: 1.5934, grad_norm: 17.0780 2020-07-30 23:07:16,820 - mmaction - INFO - Epoch [24][680/2505] lr: 5.000e-04, eta: 1 day, 22:32:49, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8286, loss_cls: 1.6316, loss: 1.6316, grad_norm: 17.6431 2020-07-30 23:07:54,637 - mmaction - INFO - Epoch [24][700/2505] lr: 5.000e-04, eta: 1 day, 22:31:51, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6318, top5_acc: 0.8245, loss_cls: 1.6563, loss: 1.6563, grad_norm: 17.0300 2020-07-30 23:08:32,586 - mmaction - INFO - Epoch [24][720/2505] lr: 5.000e-04, eta: 1 day, 22:30:57, time: 1.897, data_time: 0.003, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8271, loss_cls: 1.5749, loss: 1.5749, grad_norm: 17.2801 2020-07-30 23:09:10,570 - mmaction - INFO - Epoch [24][740/2505] lr: 5.000e-04, eta: 1 day, 22:30:04, time: 1.900, data_time: 0.003, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8359, loss_cls: 1.5781, loss: 1.5781, grad_norm: 17.1087 2020-07-30 23:09:48,333 - mmaction - INFO - Epoch [24][760/2505] lr: 5.000e-04, eta: 1 day, 22:29:06, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6276, top5_acc: 0.8240, loss_cls: 1.6944, loss: 1.6944, grad_norm: 17.6084 2020-07-30 23:10:26,553 - mmaction - INFO - Epoch [24][780/2505] lr: 5.000e-04, eta: 1 day, 22:28:20, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8406, loss_cls: 1.5331, loss: 1.5331, grad_norm: 16.6857 2020-07-30 23:11:04,506 - mmaction - INFO - Epoch [24][800/2505] lr: 5.000e-04, eta: 1 day, 22:27:27, time: 1.898, data_time: 0.004, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8328, loss_cls: 1.5559, loss: 1.5559, grad_norm: 16.8585 2020-07-30 23:11:42,473 - mmaction - INFO - Epoch [24][820/2505] lr: 5.000e-04, eta: 1 day, 22:26:34, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8333, loss_cls: 1.5656, loss: 1.5656, grad_norm: 16.5061 2020-07-30 23:12:20,390 - mmaction - INFO - Epoch [24][840/2505] lr: 5.000e-04, eta: 1 day, 22:25:40, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8365, loss_cls: 1.5422, loss: 1.5422, grad_norm: 16.7217 2020-07-30 23:12:58,130 - mmaction - INFO - Epoch [24][860/2505] lr: 5.000e-04, eta: 1 day, 22:24:43, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8208, loss_cls: 1.6072, loss: 1.6072, grad_norm: 16.4765 2020-07-30 23:13:36,103 - mmaction - INFO - Epoch [24][880/2505] lr: 5.000e-04, eta: 1 day, 22:23:51, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8276, loss_cls: 1.5739, loss: 1.5739, grad_norm: 16.7074 2020-07-30 23:14:14,076 - mmaction - INFO - Epoch [24][900/2505] lr: 5.000e-04, eta: 1 day, 22:22:59, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8161, loss_cls: 1.6223, loss: 1.6223, grad_norm: 17.1680 2020-07-30 23:14:52,031 - mmaction - INFO - Epoch [24][920/2505] lr: 5.000e-04, eta: 1 day, 22:22:07, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8292, loss_cls: 1.5641, loss: 1.5641, grad_norm: 16.5566 2020-07-30 23:15:30,277 - mmaction - INFO - Epoch [24][940/2505] lr: 5.000e-04, eta: 1 day, 22:21:23, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8094, loss_cls: 1.6185, loss: 1.6185, grad_norm: 17.2513 2020-07-30 23:16:08,414 - mmaction - INFO - Epoch [24][960/2505] lr: 5.000e-04, eta: 1 day, 22:20:35, time: 1.907, data_time: 0.004, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8266, loss_cls: 1.6220, loss: 1.6220, grad_norm: 16.9519 2020-07-30 23:16:46,499 - mmaction - INFO - Epoch [24][980/2505] lr: 5.000e-04, eta: 1 day, 22:19:47, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8349, loss_cls: 1.5808, loss: 1.5808, grad_norm: 16.8037 2020-07-30 23:17:24,415 - mmaction - INFO - Epoch [24][1000/2505] lr: 5.000e-04, eta: 1 day, 22:18:55, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6234, top5_acc: 0.8089, loss_cls: 1.6899, loss: 1.6899, grad_norm: 17.2303 2020-07-30 23:18:02,648 - mmaction - INFO - Epoch [24][1020/2505] lr: 5.000e-04, eta: 1 day, 22:18:10, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6250, top5_acc: 0.8229, loss_cls: 1.6183, loss: 1.6183, grad_norm: 17.2242 2020-07-30 23:18:40,990 - mmaction - INFO - Epoch [24][1040/2505] lr: 5.000e-04, eta: 1 day, 22:17:29, time: 1.917, data_time: 0.003, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8354, loss_cls: 1.5292, loss: 1.5292, grad_norm: 16.5650 2020-07-30 23:19:18,839 - mmaction - INFO - Epoch [24][1060/2505] lr: 5.000e-04, eta: 1 day, 22:16:35, time: 1.892, data_time: 0.003, memory: 8520, top1_acc: 0.6651, top5_acc: 0.8448, loss_cls: 1.4669, loss: 1.4669, grad_norm: 16.0324 2020-07-30 23:19:56,624 - mmaction - INFO - Epoch [24][1080/2505] lr: 5.000e-04, eta: 1 day, 22:15:40, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8250, loss_cls: 1.5980, loss: 1.5980, grad_norm: 17.7429 2020-07-30 23:20:34,920 - mmaction - INFO - Epoch [24][1100/2505] lr: 5.000e-04, eta: 1 day, 22:14:58, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6172, top5_acc: 0.8151, loss_cls: 1.6826, loss: 1.6826, grad_norm: 17.5495 2020-07-30 23:21:12,847 - mmaction - INFO - Epoch [24][1120/2505] lr: 5.000e-04, eta: 1 day, 22:14:07, time: 1.897, data_time: 0.004, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8464, loss_cls: 1.5507, loss: 1.5507, grad_norm: 17.0737 2020-07-30 23:21:50,832 - mmaction - INFO - Epoch [24][1140/2505] lr: 5.000e-04, eta: 1 day, 22:13:17, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8182, loss_cls: 1.6468, loss: 1.6468, grad_norm: 16.0007 2020-07-30 23:22:28,766 - mmaction - INFO - Epoch [24][1160/2505] lr: 5.000e-04, eta: 1 day, 22:12:26, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6302, top5_acc: 0.8297, loss_cls: 1.5843, loss: 1.5843, grad_norm: 16.7390 2020-07-30 23:23:06,439 - mmaction - INFO - Epoch [24][1180/2505] lr: 5.000e-04, eta: 1 day, 22:11:29, time: 1.884, data_time: 0.001, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8437, loss_cls: 1.5285, loss: 1.5285, grad_norm: 16.0840 2020-07-30 23:23:44,364 - mmaction - INFO - Epoch [24][1200/2505] lr: 5.000e-04, eta: 1 day, 22:10:38, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4980, loss: 1.4980, grad_norm: 16.9744 2020-07-30 23:24:22,147 - mmaction - INFO - Epoch [24][1220/2505] lr: 5.000e-04, eta: 1 day, 22:09:44, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8234, loss_cls: 1.5848, loss: 1.5848, grad_norm: 17.5132 2020-07-30 23:25:00,298 - mmaction - INFO - Epoch [24][1240/2505] lr: 5.000e-04, eta: 1 day, 22:08:59, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8432, loss_cls: 1.5188, loss: 1.5188, grad_norm: 17.2521 2020-07-30 23:25:39,207 - mmaction - INFO - Epoch [24][1260/2505] lr: 5.000e-04, eta: 1 day, 22:08:25, time: 1.932, data_time: 0.002, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8370, loss_cls: 1.5967, loss: 1.5967, grad_norm: 17.3846 2020-07-30 23:26:17,222 - mmaction - INFO - Epoch [24][1280/2505] lr: 5.000e-04, eta: 1 day, 22:07:43, time: 1.914, data_time: 0.017, memory: 8520, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.6565, loss: 1.6565, grad_norm: 16.8316 2020-07-30 23:26:55,174 - mmaction - INFO - Epoch [24][1300/2505] lr: 5.000e-04, eta: 1 day, 22:06:54, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8203, loss_cls: 1.6023, loss: 1.6023, grad_norm: 16.8566 2020-07-30 23:27:32,972 - mmaction - INFO - Epoch [24][1320/2505] lr: 5.000e-04, eta: 1 day, 22:06:01, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6729, top5_acc: 0.8401, loss_cls: 1.5074, loss: 1.5074, grad_norm: 16.5148 2020-07-30 23:28:10,715 - mmaction - INFO - Epoch [24][1340/2505] lr: 5.000e-04, eta: 1 day, 22:05:07, time: 1.887, data_time: 0.001, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8203, loss_cls: 1.6178, loss: 1.6178, grad_norm: 16.6737 2020-07-30 23:28:48,993 - mmaction - INFO - Epoch [24][1360/2505] lr: 5.000e-04, eta: 1 day, 22:04:25, time: 1.913, data_time: 0.006, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8198, loss_cls: 1.6120, loss: 1.6120, grad_norm: 16.8791 2020-07-30 23:29:26,874 - mmaction - INFO - Epoch [24][1380/2505] lr: 5.000e-04, eta: 1 day, 22:03:34, time: 1.894, data_time: 0.003, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8266, loss_cls: 1.6073, loss: 1.6073, grad_norm: 16.8775 2020-07-30 23:30:04,847 - mmaction - INFO - Epoch [24][1400/2505] lr: 5.000e-04, eta: 1 day, 22:02:45, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8255, loss_cls: 1.5821, loss: 1.5821, grad_norm: 16.7648 2020-07-30 23:30:42,705 - mmaction - INFO - Epoch [24][1420/2505] lr: 5.000e-04, eta: 1 day, 22:01:54, time: 1.893, data_time: 0.003, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8417, loss_cls: 1.5324, loss: 1.5324, grad_norm: 16.6031 2020-07-30 23:31:21,124 - mmaction - INFO - Epoch [24][1440/2505] lr: 5.000e-04, eta: 1 day, 22:01:16, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8411, loss_cls: 1.5607, loss: 1.5607, grad_norm: 16.9437 2020-07-30 23:31:58,911 - mmaction - INFO - Epoch [24][1460/2505] lr: 5.000e-04, eta: 1 day, 22:00:24, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8203, loss_cls: 1.6419, loss: 1.6419, grad_norm: 17.4624 2020-07-30 23:32:36,980 - mmaction - INFO - Epoch [24][1480/2505] lr: 5.000e-04, eta: 1 day, 21:59:38, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6333, top5_acc: 0.8182, loss_cls: 1.6340, loss: 1.6340, grad_norm: 17.1272 2020-07-30 23:33:14,947 - mmaction - INFO - Epoch [24][1500/2505] lr: 5.000e-04, eta: 1 day, 21:58:49, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8453, loss_cls: 1.5526, loss: 1.5526, grad_norm: 17.1196 2020-07-30 23:33:52,985 - mmaction - INFO - Epoch [24][1520/2505] lr: 5.000e-04, eta: 1 day, 21:58:03, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8130, loss_cls: 1.6870, loss: 1.6870, grad_norm: 17.3630 2020-07-30 23:34:31,046 - mmaction - INFO - Epoch [24][1540/2505] lr: 5.000e-04, eta: 1 day, 21:57:17, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8333, loss_cls: 1.5849, loss: 1.5849, grad_norm: 16.4379 2020-07-30 23:35:09,243 - mmaction - INFO - Epoch [24][1560/2505] lr: 5.000e-04, eta: 1 day, 21:56:34, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8318, loss_cls: 1.5837, loss: 1.5837, grad_norm: 17.5448 2020-07-30 23:35:47,167 - mmaction - INFO - Epoch [24][1580/2505] lr: 5.000e-04, eta: 1 day, 21:55:45, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8182, loss_cls: 1.6318, loss: 1.6318, grad_norm: 17.0035 2020-07-30 23:36:25,543 - mmaction - INFO - Epoch [24][1600/2505] lr: 5.000e-04, eta: 1 day, 21:54:57, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8203, loss_cls: 1.6429, loss: 1.6429, grad_norm: 16.7708 2020-07-30 23:37:03,804 - mmaction - INFO - Epoch [24][1620/2505] lr: 5.000e-04, eta: 1 day, 21:54:25, time: 1.934, data_time: 0.022, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8203, loss_cls: 1.6326, loss: 1.6326, grad_norm: 16.9146 2020-07-30 23:37:41,697 - mmaction - INFO - Epoch [24][1640/2505] lr: 5.000e-04, eta: 1 day, 21:53:36, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6172, top5_acc: 0.8094, loss_cls: 1.6992, loss: 1.6992, grad_norm: 17.9824 2020-07-30 23:38:19,806 - mmaction - INFO - Epoch [24][1660/2505] lr: 5.000e-04, eta: 1 day, 21:52:51, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8354, loss_cls: 1.5380, loss: 1.5380, grad_norm: 17.2284 2020-07-30 23:38:57,756 - mmaction - INFO - Epoch [24][1680/2505] lr: 5.000e-04, eta: 1 day, 21:52:03, time: 1.898, data_time: 0.002, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8417, loss_cls: 1.5401, loss: 1.5401, grad_norm: 16.0806 2020-07-30 23:39:35,742 - mmaction - INFO - Epoch [24][1700/2505] lr: 5.000e-04, eta: 1 day, 21:51:16, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6198, top5_acc: 0.8198, loss_cls: 1.6570, loss: 1.6570, grad_norm: 17.1166 2020-07-30 23:40:13,841 - mmaction - INFO - Epoch [24][1720/2505] lr: 5.000e-04, eta: 1 day, 21:50:32, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6292, top5_acc: 0.8167, loss_cls: 1.6502, loss: 1.6502, grad_norm: 16.8516 2020-07-30 23:40:51,862 - mmaction - INFO - Epoch [24][1740/2505] lr: 5.000e-04, eta: 1 day, 21:49:46, time: 1.901, data_time: 0.002, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8354, loss_cls: 1.5004, loss: 1.5004, grad_norm: 16.0793 2020-07-30 23:41:29,764 - mmaction - INFO - Epoch [24][1760/2505] lr: 5.000e-04, eta: 1 day, 21:48:57, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8177, loss_cls: 1.6278, loss: 1.6278, grad_norm: 16.3546 2020-07-30 23:42:07,766 - mmaction - INFO - Epoch [24][1780/2505] lr: 5.000e-04, eta: 1 day, 21:48:11, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8172, loss_cls: 1.6248, loss: 1.6248, grad_norm: 16.8762 2020-07-30 23:42:45,567 - mmaction - INFO - Epoch [24][1800/2505] lr: 5.000e-04, eta: 1 day, 21:47:21, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8281, loss_cls: 1.5854, loss: 1.5854, grad_norm: 16.4785 2020-07-30 23:43:23,651 - mmaction - INFO - Epoch [24][1820/2505] lr: 5.000e-04, eta: 1 day, 21:46:36, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8380, loss_cls: 1.5432, loss: 1.5432, grad_norm: 17.4805 2020-07-30 23:44:01,489 - mmaction - INFO - Epoch [24][1840/2505] lr: 5.000e-04, eta: 1 day, 21:45:47, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6583, top5_acc: 0.8427, loss_cls: 1.5468, loss: 1.5468, grad_norm: 17.2327 2020-07-30 23:44:40,315 - mmaction - INFO - Epoch [24][1860/2505] lr: 5.000e-04, eta: 1 day, 21:45:17, time: 1.941, data_time: 0.001, memory: 8520, top1_acc: 0.6229, top5_acc: 0.8271, loss_cls: 1.6406, loss: 1.6406, grad_norm: 16.9226 2020-07-30 23:45:18,424 - mmaction - INFO - Epoch [24][1880/2505] lr: 5.000e-04, eta: 1 day, 21:44:33, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8146, loss_cls: 1.6377, loss: 1.6377, grad_norm: 16.7285 2020-07-30 23:45:56,336 - mmaction - INFO - Epoch [24][1900/2505] lr: 5.000e-04, eta: 1 day, 21:43:46, time: 1.896, data_time: 0.002, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8224, loss_cls: 1.6185, loss: 1.6185, grad_norm: 17.2800 2020-07-30 23:46:34,243 - mmaction - INFO - Epoch [24][1920/2505] lr: 5.000e-04, eta: 1 day, 21:42:58, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8125, loss_cls: 1.6386, loss: 1.6386, grad_norm: 16.9295 2020-07-30 23:47:12,138 - mmaction - INFO - Epoch [24][1940/2505] lr: 5.000e-04, eta: 1 day, 21:42:10, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8339, loss_cls: 1.6249, loss: 1.6249, grad_norm: 17.0764 2020-07-30 23:47:49,972 - mmaction - INFO - Epoch [24][1960/2505] lr: 5.000e-04, eta: 1 day, 21:41:21, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8229, loss_cls: 1.5975, loss: 1.5975, grad_norm: 16.4156 2020-07-30 23:48:28,237 - mmaction - INFO - Epoch [24][1980/2505] lr: 5.000e-04, eta: 1 day, 21:40:40, time: 1.912, data_time: 0.003, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8281, loss_cls: 1.5716, loss: 1.5716, grad_norm: 16.8001 2020-07-30 23:49:06,351 - mmaction - INFO - Epoch [24][2000/2505] lr: 5.000e-04, eta: 1 day, 21:39:57, time: 1.907, data_time: 0.004, memory: 8520, top1_acc: 0.6214, top5_acc: 0.8276, loss_cls: 1.6255, loss: 1.6255, grad_norm: 16.9303 2020-07-30 23:49:44,481 - mmaction - INFO - Epoch [24][2020/2505] lr: 5.000e-04, eta: 1 day, 21:39:14, time: 1.906, data_time: 0.002, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8255, loss_cls: 1.6190, loss: 1.6190, grad_norm: 17.7054 2020-07-30 23:50:22,426 - mmaction - INFO - Epoch [24][2040/2505] lr: 5.000e-04, eta: 1 day, 21:38:28, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6411, top5_acc: 0.8297, loss_cls: 1.5987, loss: 1.5987, grad_norm: 16.8128 2020-07-30 23:51:00,478 - mmaction - INFO - Epoch [24][2060/2505] lr: 5.000e-04, eta: 1 day, 21:37:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8302, loss_cls: 1.6489, loss: 1.6489, grad_norm: 17.1877 2020-07-30 23:51:38,363 - mmaction - INFO - Epoch [24][2080/2505] lr: 5.000e-04, eta: 1 day, 21:36:56, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6333, top5_acc: 0.8281, loss_cls: 1.6169, loss: 1.6169, grad_norm: 17.6507 2020-07-30 23:52:16,354 - mmaction - INFO - Epoch [24][2100/2505] lr: 5.000e-04, eta: 1 day, 21:36:10, time: 1.900, data_time: 0.002, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8323, loss_cls: 1.5834, loss: 1.5834, grad_norm: 16.5565 2020-07-30 23:52:54,354 - mmaction - INFO - Epoch [24][2120/2505] lr: 5.000e-04, eta: 1 day, 21:35:25, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8365, loss_cls: 1.5296, loss: 1.5296, grad_norm: 17.1182 2020-07-30 23:53:32,354 - mmaction - INFO - Epoch [24][2140/2505] lr: 5.000e-04, eta: 1 day, 21:34:40, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6297, top5_acc: 0.8271, loss_cls: 1.5981, loss: 1.5981, grad_norm: 17.4934 2020-07-30 23:54:10,472 - mmaction - INFO - Epoch [24][2160/2505] lr: 5.000e-04, eta: 1 day, 21:33:57, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8328, loss_cls: 1.6071, loss: 1.6071, grad_norm: 17.7466 2020-07-30 23:54:48,377 - mmaction - INFO - Epoch [24][2180/2505] lr: 5.000e-04, eta: 1 day, 21:33:10, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8401, loss_cls: 1.5312, loss: 1.5312, grad_norm: 17.3931 2020-07-30 23:55:26,417 - mmaction - INFO - Epoch [24][2200/2505] lr: 5.000e-04, eta: 1 day, 21:32:26, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6333, top5_acc: 0.8302, loss_cls: 1.5851, loss: 1.5851, grad_norm: 16.8424 2020-07-30 23:56:04,405 - mmaction - INFO - Epoch [24][2220/2505] lr: 5.000e-04, eta: 1 day, 21:31:41, time: 1.900, data_time: 0.002, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8359, loss_cls: 1.5665, loss: 1.5665, grad_norm: 17.2098 2020-07-30 23:56:42,293 - mmaction - INFO - Epoch [24][2240/2505] lr: 5.000e-04, eta: 1 day, 21:30:54, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6104, top5_acc: 0.8172, loss_cls: 1.7248, loss: 1.7248, grad_norm: 17.7242 2020-07-30 23:57:20,271 - mmaction - INFO - Epoch [24][2260/2505] lr: 5.000e-04, eta: 1 day, 21:30:09, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8203, loss_cls: 1.6222, loss: 1.6222, grad_norm: 17.2405 2020-07-30 23:57:58,196 - mmaction - INFO - Epoch [24][2280/2505] lr: 5.000e-04, eta: 1 day, 21:29:23, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6333, top5_acc: 0.8073, loss_cls: 1.6847, loss: 1.6847, grad_norm: 17.4355 2020-07-30 23:58:36,309 - mmaction - INFO - Epoch [24][2300/2505] lr: 5.000e-04, eta: 1 day, 21:28:40, time: 1.905, data_time: 0.003, memory: 8520, top1_acc: 0.6307, top5_acc: 0.8250, loss_cls: 1.5997, loss: 1.5997, grad_norm: 16.7035 2020-07-30 23:59:14,409 - mmaction - INFO - Epoch [24][2320/2505] lr: 5.000e-04, eta: 1 day, 21:27:57, time: 1.906, data_time: 0.003, memory: 8520, top1_acc: 0.6245, top5_acc: 0.8208, loss_cls: 1.6355, loss: 1.6355, grad_norm: 16.7735 2020-07-30 23:59:52,393 - mmaction - INFO - Epoch [24][2340/2505] lr: 5.000e-04, eta: 1 day, 21:27:13, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8323, loss_cls: 1.5796, loss: 1.5796, grad_norm: 16.3177 2020-07-31 00:00:33,781 - mmaction - INFO - Epoch [24][2360/2505] lr: 5.000e-04, eta: 1 day, 21:27:27, time: 2.068, data_time: 0.005, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8250, loss_cls: 1.5783, loss: 1.5783, grad_norm: 16.0468 2020-07-31 00:01:12,103 - mmaction - INFO - Epoch [24][2380/2505] lr: 5.000e-04, eta: 1 day, 21:26:48, time: 1.917, data_time: 0.014, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8125, loss_cls: 1.6677, loss: 1.6677, grad_norm: 17.0307 2020-07-31 00:01:50,001 - mmaction - INFO - Epoch [24][2400/2505] lr: 5.000e-04, eta: 1 day, 21:26:02, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8271, loss_cls: 1.6197, loss: 1.6197, grad_norm: 17.0880 2020-07-31 00:02:28,014 - mmaction - INFO - Epoch [24][2420/2505] lr: 5.000e-04, eta: 1 day, 21:25:18, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8198, loss_cls: 1.6147, loss: 1.6147, grad_norm: 16.4149 2020-07-31 00:03:06,047 - mmaction - INFO - Epoch [24][2440/2505] lr: 5.000e-04, eta: 1 day, 21:24:34, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8391, loss_cls: 1.5574, loss: 1.5574, grad_norm: 16.4317 2020-07-31 00:03:44,585 - mmaction - INFO - Epoch [24][2460/2505] lr: 5.000e-04, eta: 1 day, 21:23:58, time: 1.926, data_time: 0.003, memory: 8520, top1_acc: 0.6240, top5_acc: 0.8109, loss_cls: 1.7059, loss: 1.7059, grad_norm: 17.4158 2020-07-31 00:04:22,653 - mmaction - INFO - Epoch [24][2480/2505] lr: 5.000e-04, eta: 1 day, 21:23:15, time: 1.904, data_time: 0.011, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8240, loss_cls: 1.6260, loss: 1.6260, grad_norm: 17.1675 2020-07-31 00:05:00,576 - mmaction - INFO - Epoch [24][2500/2505] lr: 5.000e-04, eta: 1 day, 21:22:29, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8234, loss_cls: 1.6233, loss: 1.6233, grad_norm: 16.5539 2020-07-31 00:05:18,570 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-31 00:06:59,950 - mmaction - INFO - Epoch [25][20/2505] lr: 5.000e-04, eta: 1 day, 21:36:35, time: 5.038, data_time: 2.873, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8292, loss_cls: 1.6126, loss: 1.6126, grad_norm: 16.6691 2020-07-31 00:07:38,054 - mmaction - INFO - Epoch [25][40/2505] lr: 5.000e-04, eta: 1 day, 21:35:49, time: 1.905, data_time: 0.004, memory: 8520, top1_acc: 0.6302, top5_acc: 0.8344, loss_cls: 1.5779, loss: 1.5779, grad_norm: 16.2695 2020-07-31 00:08:16,314 - mmaction - INFO - Epoch [25][60/2505] lr: 5.000e-04, eta: 1 day, 21:35:05, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8354, loss_cls: 1.5413, loss: 1.5413, grad_norm: 16.2438 2020-07-31 00:08:55,257 - mmaction - INFO - Epoch [25][80/2505] lr: 5.000e-04, eta: 1 day, 21:34:33, time: 1.946, data_time: 0.005, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8297, loss_cls: 1.5711, loss: 1.5711, grad_norm: 16.8535 2020-07-31 00:09:33,465 - mmaction - INFO - Epoch [25][100/2505] lr: 5.000e-04, eta: 1 day, 21:33:49, time: 1.911, data_time: 0.013, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8224, loss_cls: 1.6243, loss: 1.6243, grad_norm: 16.9083 2020-07-31 00:10:12,130 - mmaction - INFO - Epoch [25][120/2505] lr: 5.000e-04, eta: 1 day, 21:33:11, time: 1.933, data_time: 0.001, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8443, loss_cls: 1.5241, loss: 1.5241, grad_norm: 16.7112 2020-07-31 00:10:50,020 - mmaction - INFO - Epoch [25][140/2505] lr: 5.000e-04, eta: 1 day, 21:32:22, time: 1.895, data_time: 0.002, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8224, loss_cls: 1.6162, loss: 1.6162, grad_norm: 17.6350 2020-07-31 00:11:27,927 - mmaction - INFO - Epoch [25][160/2505] lr: 5.000e-04, eta: 1 day, 21:31:33, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8203, loss_cls: 1.6340, loss: 1.6340, grad_norm: 17.2521 2020-07-31 00:12:05,774 - mmaction - INFO - Epoch [25][180/2505] lr: 5.000e-04, eta: 1 day, 21:30:42, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8438, loss_cls: 1.4979, loss: 1.4979, grad_norm: 16.5228 2020-07-31 00:12:43,821 - mmaction - INFO - Epoch [25][200/2505] lr: 5.000e-04, eta: 1 day, 21:29:56, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8339, loss_cls: 1.5420, loss: 1.5420, grad_norm: 16.6224 2020-07-31 00:13:21,686 - mmaction - INFO - Epoch [25][220/2505] lr: 5.000e-04, eta: 1 day, 21:29:06, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8115, loss_cls: 1.6729, loss: 1.6729, grad_norm: 16.9581 2020-07-31 00:13:59,720 - mmaction - INFO - Epoch [25][240/2505] lr: 5.000e-04, eta: 1 day, 21:28:19, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6318, top5_acc: 0.8224, loss_cls: 1.6397, loss: 1.6397, grad_norm: 17.2259 2020-07-31 00:14:37,622 - mmaction - INFO - Epoch [25][260/2505] lr: 5.000e-04, eta: 1 day, 21:27:30, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8297, loss_cls: 1.5995, loss: 1.5995, grad_norm: 16.5663 2020-07-31 00:15:15,711 - mmaction - INFO - Epoch [25][280/2505] lr: 5.000e-04, eta: 1 day, 21:26:44, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6443, top5_acc: 0.8406, loss_cls: 1.5633, loss: 1.5633, grad_norm: 17.8942 2020-07-31 00:15:53,791 - mmaction - INFO - Epoch [25][300/2505] lr: 5.000e-04, eta: 1 day, 21:25:58, time: 1.904, data_time: 0.004, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8302, loss_cls: 1.6197, loss: 1.6197, grad_norm: 17.5178 2020-07-31 00:16:31,769 - mmaction - INFO - Epoch [25][320/2505] lr: 5.000e-04, eta: 1 day, 21:25:11, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8323, loss_cls: 1.6089, loss: 1.6089, grad_norm: 17.6819 2020-07-31 00:17:09,625 - mmaction - INFO - Epoch [25][340/2505] lr: 5.000e-04, eta: 1 day, 21:24:21, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8323, loss_cls: 1.5967, loss: 1.5967, grad_norm: 17.5653 2020-07-31 00:17:47,606 - mmaction - INFO - Epoch [25][360/2505] lr: 5.000e-04, eta: 1 day, 21:23:34, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8344, loss_cls: 1.5359, loss: 1.5359, grad_norm: 16.5795 2020-07-31 00:18:26,094 - mmaction - INFO - Epoch [25][380/2505] lr: 5.000e-04, eta: 1 day, 21:22:54, time: 1.924, data_time: 0.005, memory: 8520, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.6199, loss: 1.6199, grad_norm: 17.4596 2020-07-31 00:19:04,180 - mmaction - INFO - Epoch [25][400/2505] lr: 5.000e-04, eta: 1 day, 21:22:09, time: 1.905, data_time: 0.003, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8245, loss_cls: 1.5840, loss: 1.5840, grad_norm: 16.7674 2020-07-31 00:19:42,045 - mmaction - INFO - Epoch [25][420/2505] lr: 5.000e-04, eta: 1 day, 21:21:20, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6625, top5_acc: 0.8391, loss_cls: 1.5214, loss: 1.5214, grad_norm: 16.7211 2020-07-31 00:20:20,237 - mmaction - INFO - Epoch [25][440/2505] lr: 5.000e-04, eta: 1 day, 21:20:36, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8281, loss_cls: 1.6019, loss: 1.6019, grad_norm: 17.4893 2020-07-31 00:20:58,260 - mmaction - INFO - Epoch [25][460/2505] lr: 5.000e-04, eta: 1 day, 21:19:50, time: 1.901, data_time: 0.005, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5934, loss: 1.5934, grad_norm: 16.9081 2020-07-31 00:21:36,095 - mmaction - INFO - Epoch [25][480/2505] lr: 5.000e-04, eta: 1 day, 21:19:00, time: 1.892, data_time: 0.002, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8359, loss_cls: 1.5508, loss: 1.5508, grad_norm: 16.5100 2020-07-31 00:22:13,879 - mmaction - INFO - Epoch [25][500/2505] lr: 5.000e-04, eta: 1 day, 21:18:10, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8229, loss_cls: 1.5967, loss: 1.5967, grad_norm: 17.5988 2020-07-31 00:22:51,709 - mmaction - INFO - Epoch [25][520/2505] lr: 5.000e-04, eta: 1 day, 21:17:21, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8286, loss_cls: 1.5796, loss: 1.5796, grad_norm: 16.8199 2020-07-31 00:23:29,711 - mmaction - INFO - Epoch [25][540/2505] lr: 5.000e-04, eta: 1 day, 21:16:35, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8266, loss_cls: 1.6102, loss: 1.6102, grad_norm: 17.1774 2020-07-31 00:24:07,641 - mmaction - INFO - Epoch [25][560/2505] lr: 5.000e-04, eta: 1 day, 21:15:47, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8292, loss_cls: 1.5804, loss: 1.5804, grad_norm: 17.4428 2020-07-31 00:24:45,537 - mmaction - INFO - Epoch [25][580/2505] lr: 5.000e-04, eta: 1 day, 21:14:59, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8260, loss_cls: 1.5871, loss: 1.5871, grad_norm: 16.8163 2020-07-31 00:25:23,526 - mmaction - INFO - Epoch [25][600/2505] lr: 5.000e-04, eta: 1 day, 21:14:13, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6672, top5_acc: 0.8365, loss_cls: 1.5268, loss: 1.5268, grad_norm: 17.3781 2020-07-31 00:26:01,439 - mmaction - INFO - Epoch [25][620/2505] lr: 5.000e-04, eta: 1 day, 21:13:25, time: 1.896, data_time: 0.008, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8292, loss_cls: 1.5490, loss: 1.5490, grad_norm: 16.5796 2020-07-31 00:26:39,388 - mmaction - INFO - Epoch [25][640/2505] lr: 5.000e-04, eta: 1 day, 21:12:39, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6437, top5_acc: 0.8292, loss_cls: 1.6368, loss: 1.6368, grad_norm: 17.2927 2020-07-31 00:27:17,526 - mmaction - INFO - Epoch [25][660/2505] lr: 5.000e-04, eta: 1 day, 21:11:55, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8193, loss_cls: 1.5757, loss: 1.5757, grad_norm: 16.8691 2020-07-31 00:27:55,634 - mmaction - INFO - Epoch [25][680/2505] lr: 5.000e-04, eta: 1 day, 21:11:10, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6323, top5_acc: 0.8125, loss_cls: 1.6730, loss: 1.6730, grad_norm: 17.5461 2020-07-31 00:28:34,122 - mmaction - INFO - Epoch [25][700/2505] lr: 5.000e-04, eta: 1 day, 21:10:31, time: 1.924, data_time: 0.004, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8245, loss_cls: 1.5995, loss: 1.5995, grad_norm: 16.9591 2020-07-31 00:29:12,180 - mmaction - INFO - Epoch [25][720/2505] lr: 5.000e-04, eta: 1 day, 21:09:46, time: 1.904, data_time: 0.003, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8302, loss_cls: 1.5693, loss: 1.5693, grad_norm: 16.9487 2020-07-31 00:29:50,191 - mmaction - INFO - Epoch [25][740/2505] lr: 5.000e-04, eta: 1 day, 21:09:00, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8312, loss_cls: 1.5559, loss: 1.5559, grad_norm: 16.5359 2020-07-31 00:30:29,176 - mmaction - INFO - Epoch [25][760/2505] lr: 5.000e-04, eta: 1 day, 21:08:29, time: 1.949, data_time: 0.002, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8302, loss_cls: 1.5902, loss: 1.5902, grad_norm: 17.1758 2020-07-31 00:31:07,265 - mmaction - INFO - Epoch [25][780/2505] lr: 5.000e-04, eta: 1 day, 21:07:44, time: 1.904, data_time: 0.004, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8323, loss_cls: 1.5725, loss: 1.5725, grad_norm: 16.9113 2020-07-31 00:31:45,333 - mmaction - INFO - Epoch [25][800/2505] lr: 5.000e-04, eta: 1 day, 21:07:00, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8333, loss_cls: 1.5383, loss: 1.5383, grad_norm: 16.4966 2020-07-31 00:32:23,240 - mmaction - INFO - Epoch [25][820/2505] lr: 5.000e-04, eta: 1 day, 21:06:13, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8333, loss_cls: 1.5713, loss: 1.5713, grad_norm: 16.7933 2020-07-31 00:33:01,158 - mmaction - INFO - Epoch [25][840/2505] lr: 5.000e-04, eta: 1 day, 21:05:26, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6672, top5_acc: 0.8479, loss_cls: 1.4751, loss: 1.4751, grad_norm: 16.2710 2020-07-31 00:33:39,215 - mmaction - INFO - Epoch [25][860/2505] lr: 5.000e-04, eta: 1 day, 21:04:41, time: 1.903, data_time: 0.002, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8229, loss_cls: 1.6103, loss: 1.6103, grad_norm: 16.8257 2020-07-31 00:34:17,203 - mmaction - INFO - Epoch [25][880/2505] lr: 5.000e-04, eta: 1 day, 21:03:55, time: 1.900, data_time: 0.002, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8318, loss_cls: 1.5919, loss: 1.5919, grad_norm: 17.6559 2020-07-31 00:34:55,047 - mmaction - INFO - Epoch [25][900/2505] lr: 5.000e-04, eta: 1 day, 21:03:07, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6313, top5_acc: 0.8245, loss_cls: 1.6119, loss: 1.6119, grad_norm: 17.3242 2020-07-31 00:35:33,063 - mmaction - INFO - Epoch [25][920/2505] lr: 5.000e-04, eta: 1 day, 21:02:22, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8172, loss_cls: 1.6194, loss: 1.6194, grad_norm: 16.8435 2020-07-31 00:36:11,283 - mmaction - INFO - Epoch [25][940/2505] lr: 5.000e-04, eta: 1 day, 21:01:40, time: 1.911, data_time: 0.008, memory: 8520, top1_acc: 0.6411, top5_acc: 0.8224, loss_cls: 1.5950, loss: 1.5950, grad_norm: 17.2128 2020-07-31 00:36:49,260 - mmaction - INFO - Epoch [25][960/2505] lr: 5.000e-04, eta: 1 day, 21:00:54, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8229, loss_cls: 1.5574, loss: 1.5574, grad_norm: 16.8713 2020-07-31 00:37:27,063 - mmaction - INFO - Epoch [25][980/2505] lr: 5.000e-04, eta: 1 day, 21:00:06, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8385, loss_cls: 1.5540, loss: 1.5540, grad_norm: 16.7349 2020-07-31 00:38:04,842 - mmaction - INFO - Epoch [25][1000/2505] lr: 5.000e-04, eta: 1 day, 20:59:17, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8250, loss_cls: 1.6065, loss: 1.6065, grad_norm: 17.4562 2020-07-31 00:38:42,770 - mmaction - INFO - Epoch [25][1020/2505] lr: 5.000e-04, eta: 1 day, 20:58:31, time: 1.896, data_time: 0.002, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8271, loss_cls: 1.5513, loss: 1.5513, grad_norm: 16.7690 2020-07-31 00:39:20,590 - mmaction - INFO - Epoch [25][1040/2505] lr: 5.000e-04, eta: 1 day, 20:57:43, time: 1.891, data_time: 0.002, memory: 8520, top1_acc: 0.6234, top5_acc: 0.8208, loss_cls: 1.6595, loss: 1.6595, grad_norm: 17.3771 2020-07-31 00:39:58,365 - mmaction - INFO - Epoch [25][1060/2505] lr: 5.000e-04, eta: 1 day, 20:56:55, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8339, loss_cls: 1.5496, loss: 1.5496, grad_norm: 17.1791 2020-07-31 00:40:36,284 - mmaction - INFO - Epoch [25][1080/2505] lr: 5.000e-04, eta: 1 day, 20:56:09, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8240, loss_cls: 1.6192, loss: 1.6192, grad_norm: 17.4666 2020-07-31 00:41:14,053 - mmaction - INFO - Epoch [25][1100/2505] lr: 5.000e-04, eta: 1 day, 20:55:21, time: 1.889, data_time: 0.003, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8313, loss_cls: 1.5879, loss: 1.5879, grad_norm: 17.0337 2020-07-31 00:41:51,987 - mmaction - INFO - Epoch [25][1120/2505] lr: 5.000e-04, eta: 1 day, 20:54:35, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8109, loss_cls: 1.6644, loss: 1.6644, grad_norm: 17.1585 2020-07-31 00:42:29,876 - mmaction - INFO - Epoch [25][1140/2505] lr: 5.000e-04, eta: 1 day, 20:53:49, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8354, loss_cls: 1.5192, loss: 1.5192, grad_norm: 16.9349 2020-07-31 00:43:07,698 - mmaction - INFO - Epoch [25][1160/2505] lr: 5.000e-04, eta: 1 day, 20:53:01, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6302, top5_acc: 0.8250, loss_cls: 1.5948, loss: 1.5948, grad_norm: 17.1873 2020-07-31 00:43:45,954 - mmaction - INFO - Epoch [25][1180/2505] lr: 5.000e-04, eta: 1 day, 20:52:20, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8307, loss_cls: 1.5886, loss: 1.5886, grad_norm: 17.3277 2020-07-31 00:44:23,831 - mmaction - INFO - Epoch [25][1200/2505] lr: 5.000e-04, eta: 1 day, 20:51:33, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8323, loss_cls: 1.5546, loss: 1.5546, grad_norm: 16.7554 2020-07-31 00:45:02,357 - mmaction - INFO - Epoch [25][1220/2505] lr: 5.000e-04, eta: 1 day, 20:50:47, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8234, loss_cls: 1.5489, loss: 1.5489, grad_norm: 16.1346 2020-07-31 00:45:40,295 - mmaction - INFO - Epoch [25][1240/2505] lr: 5.000e-04, eta: 1 day, 20:50:10, time: 1.929, data_time: 0.047, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8354, loss_cls: 1.5814, loss: 1.5814, grad_norm: 17.1229 2020-07-31 00:46:18,206 - mmaction - INFO - Epoch [25][1260/2505] lr: 5.000e-04, eta: 1 day, 20:49:25, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8161, loss_cls: 1.6800, loss: 1.6800, grad_norm: 17.1578 2020-07-31 00:46:56,145 - mmaction - INFO - Epoch [25][1280/2505] lr: 5.000e-04, eta: 1 day, 20:48:39, time: 1.896, data_time: 0.000, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8276, loss_cls: 1.6240, loss: 1.6240, grad_norm: 17.1720 2020-07-31 00:47:34,010 - mmaction - INFO - Epoch [25][1300/2505] lr: 5.000e-04, eta: 1 day, 20:47:53, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8234, loss_cls: 1.5981, loss: 1.5981, grad_norm: 17.3178 2020-07-31 00:48:11,840 - mmaction - INFO - Epoch [25][1320/2505] lr: 5.000e-04, eta: 1 day, 20:47:06, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8198, loss_cls: 1.5920, loss: 1.5920, grad_norm: 16.9724 2020-07-31 00:48:49,907 - mmaction - INFO - Epoch [25][1340/2505] lr: 5.000e-04, eta: 1 day, 20:46:22, time: 1.902, data_time: 0.003, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8266, loss_cls: 1.6410, loss: 1.6410, grad_norm: 17.2023 2020-07-31 00:49:27,986 - mmaction - INFO - Epoch [25][1360/2505] lr: 5.000e-04, eta: 1 day, 20:45:39, time: 1.906, data_time: 0.004, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8203, loss_cls: 1.6316, loss: 1.6316, grad_norm: 17.1789 2020-07-31 00:50:05,936 - mmaction - INFO - Epoch [25][1380/2505] lr: 5.000e-04, eta: 1 day, 20:44:54, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8271, loss_cls: 1.5732, loss: 1.5732, grad_norm: 16.2635 2020-07-31 00:50:43,840 - mmaction - INFO - Epoch [25][1400/2505] lr: 5.000e-04, eta: 1 day, 20:44:08, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8240, loss_cls: 1.5659, loss: 1.5659, grad_norm: 16.9091 2020-07-31 00:51:21,798 - mmaction - INFO - Epoch [25][1420/2505] lr: 5.000e-04, eta: 1 day, 20:43:23, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8302, loss_cls: 1.6055, loss: 1.6055, grad_norm: 17.5130 2020-07-31 00:51:59,611 - mmaction - INFO - Epoch [25][1440/2505] lr: 5.000e-04, eta: 1 day, 20:42:37, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8286, loss_cls: 1.6148, loss: 1.6148, grad_norm: 17.2796 2020-07-31 00:52:37,599 - mmaction - INFO - Epoch [25][1460/2505] lr: 5.000e-04, eta: 1 day, 20:41:52, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8276, loss_cls: 1.5905, loss: 1.5905, grad_norm: 17.3419 2020-07-31 00:53:15,423 - mmaction - INFO - Epoch [25][1480/2505] lr: 5.000e-04, eta: 1 day, 20:41:06, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6411, top5_acc: 0.8224, loss_cls: 1.6178, loss: 1.6178, grad_norm: 17.3675 2020-07-31 00:53:53,382 - mmaction - INFO - Epoch [25][1500/2505] lr: 5.000e-04, eta: 1 day, 20:40:21, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8214, loss_cls: 1.5962, loss: 1.5962, grad_norm: 17.0334 2020-07-31 00:54:31,401 - mmaction - INFO - Epoch [25][1520/2505] lr: 5.000e-04, eta: 1 day, 20:39:37, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6406, top5_acc: 0.8271, loss_cls: 1.6220, loss: 1.6220, grad_norm: 17.0408 2020-07-31 00:55:09,378 - mmaction - INFO - Epoch [25][1540/2505] lr: 5.000e-04, eta: 1 day, 20:38:53, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8297, loss_cls: 1.6277, loss: 1.6277, grad_norm: 17.1984 2020-07-31 00:55:47,154 - mmaction - INFO - Epoch [25][1560/2505] lr: 5.000e-04, eta: 1 day, 20:38:06, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8453, loss_cls: 1.5359, loss: 1.5359, grad_norm: 17.3748 2020-07-31 00:56:25,086 - mmaction - INFO - Epoch [25][1580/2505] lr: 5.000e-04, eta: 1 day, 20:37:21, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8286, loss_cls: 1.6060, loss: 1.6060, grad_norm: 16.5796 2020-07-31 00:57:02,935 - mmaction - INFO - Epoch [25][1600/2505] lr: 5.000e-04, eta: 1 day, 20:36:35, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8302, loss_cls: 1.5902, loss: 1.5902, grad_norm: 17.2337 2020-07-31 00:57:40,751 - mmaction - INFO - Epoch [25][1620/2505] lr: 5.000e-04, eta: 1 day, 20:35:49, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8276, loss_cls: 1.5725, loss: 1.5725, grad_norm: 16.4306 2020-07-31 00:58:18,618 - mmaction - INFO - Epoch [25][1640/2505] lr: 5.000e-04, eta: 1 day, 20:35:04, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8198, loss_cls: 1.6010, loss: 1.6010, grad_norm: 17.0894 2020-07-31 00:58:56,825 - mmaction - INFO - Epoch [25][1660/2505] lr: 5.000e-04, eta: 1 day, 20:34:22, time: 1.910, data_time: 0.003, memory: 8520, top1_acc: 0.6208, top5_acc: 0.8099, loss_cls: 1.6843, loss: 1.6843, grad_norm: 16.8927 2020-07-31 00:59:34,915 - mmaction - INFO - Epoch [25][1680/2505] lr: 5.000e-04, eta: 1 day, 20:33:40, time: 1.905, data_time: 0.003, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8276, loss_cls: 1.6066, loss: 1.6066, grad_norm: 17.8996 2020-07-31 01:00:16,914 - mmaction - INFO - Epoch [25][1700/2505] lr: 5.000e-04, eta: 1 day, 20:33:46, time: 2.099, data_time: 0.003, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8354, loss_cls: 1.5721, loss: 1.5721, grad_norm: 16.3103 2020-07-31 01:00:54,959 - mmaction - INFO - Epoch [25][1720/2505] lr: 5.000e-04, eta: 1 day, 20:33:02, time: 1.903, data_time: 0.009, memory: 8520, top1_acc: 0.6245, top5_acc: 0.8099, loss_cls: 1.6932, loss: 1.6932, grad_norm: 17.2694 2020-07-31 01:01:32,891 - mmaction - INFO - Epoch [25][1740/2505] lr: 5.000e-04, eta: 1 day, 20:32:18, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8245, loss_cls: 1.5972, loss: 1.5972, grad_norm: 17.0218 2020-07-31 01:02:10,733 - mmaction - INFO - Epoch [25][1760/2505] lr: 5.000e-04, eta: 1 day, 20:31:32, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8328, loss_cls: 1.5686, loss: 1.5686, grad_norm: 17.1772 2020-07-31 01:02:48,905 - mmaction - INFO - Epoch [25][1780/2505] lr: 5.000e-04, eta: 1 day, 20:30:50, time: 1.909, data_time: 0.002, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8396, loss_cls: 1.5385, loss: 1.5385, grad_norm: 16.7634 2020-07-31 01:03:26,876 - mmaction - INFO - Epoch [25][1800/2505] lr: 5.000e-04, eta: 1 day, 20:30:06, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8448, loss_cls: 1.5463, loss: 1.5463, grad_norm: 15.8466 2020-07-31 01:04:05,221 - mmaction - INFO - Epoch [25][1820/2505] lr: 5.000e-04, eta: 1 day, 20:29:26, time: 1.917, data_time: 0.003, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8292, loss_cls: 1.5829, loss: 1.5829, grad_norm: 17.4242 2020-07-31 01:04:43,371 - mmaction - INFO - Epoch [25][1840/2505] lr: 5.000e-04, eta: 1 day, 20:28:45, time: 1.908, data_time: 0.012, memory: 8520, top1_acc: 0.6344, top5_acc: 0.8286, loss_cls: 1.6284, loss: 1.6284, grad_norm: 17.4779 2020-07-31 01:05:22,649 - mmaction - INFO - Epoch [25][1860/2505] lr: 5.000e-04, eta: 1 day, 20:28:17, time: 1.964, data_time: 0.002, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8229, loss_cls: 1.6284, loss: 1.6284, grad_norm: 16.6935 2020-07-31 01:06:00,555 - mmaction - INFO - Epoch [25][1880/2505] lr: 5.000e-04, eta: 1 day, 20:27:32, time: 1.896, data_time: 0.004, memory: 8520, top1_acc: 0.6250, top5_acc: 0.8161, loss_cls: 1.6408, loss: 1.6408, grad_norm: 17.6212 2020-07-31 01:06:38,554 - mmaction - INFO - Epoch [25][1900/2505] lr: 5.000e-04, eta: 1 day, 20:26:48, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8349, loss_cls: 1.5715, loss: 1.5715, grad_norm: 17.0639 2020-07-31 01:07:16,342 - mmaction - INFO - Epoch [25][1920/2505] lr: 5.000e-04, eta: 1 day, 20:26:02, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8365, loss_cls: 1.5614, loss: 1.5614, grad_norm: 17.1062 2020-07-31 01:07:54,537 - mmaction - INFO - Epoch [25][1940/2505] lr: 5.000e-04, eta: 1 day, 20:25:21, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8266, loss_cls: 1.5725, loss: 1.5725, grad_norm: 16.5901 2020-07-31 01:08:33,273 - mmaction - INFO - Epoch [25][1960/2505] lr: 5.000e-04, eta: 1 day, 20:24:41, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8307, loss_cls: 1.5750, loss: 1.5750, grad_norm: 16.7073 2020-07-31 01:09:11,276 - mmaction - INFO - Epoch [25][1980/2505] lr: 5.000e-04, eta: 1 day, 20:24:02, time: 1.922, data_time: 0.031, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8203, loss_cls: 1.6114, loss: 1.6114, grad_norm: 17.2375 2020-07-31 01:09:49,197 - mmaction - INFO - Epoch [25][2000/2505] lr: 5.000e-04, eta: 1 day, 20:23:18, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8255, loss_cls: 1.5517, loss: 1.5517, grad_norm: 16.9060 2020-07-31 01:10:27,491 - mmaction - INFO - Epoch [25][2020/2505] lr: 5.000e-04, eta: 1 day, 20:22:38, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8312, loss_cls: 1.5413, loss: 1.5413, grad_norm: 16.7403 2020-07-31 01:11:05,587 - mmaction - INFO - Epoch [25][2040/2505] lr: 5.000e-04, eta: 1 day, 20:21:56, time: 1.905, data_time: 0.003, memory: 8520, top1_acc: 0.6562, top5_acc: 0.8266, loss_cls: 1.5711, loss: 1.5711, grad_norm: 16.7289 2020-07-31 01:11:43,413 - mmaction - INFO - Epoch [25][2060/2505] lr: 5.000e-04, eta: 1 day, 20:21:10, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8219, loss_cls: 1.6371, loss: 1.6371, grad_norm: 18.0609 2020-07-31 01:12:21,315 - mmaction - INFO - Epoch [25][2080/2505] lr: 5.000e-04, eta: 1 day, 20:20:26, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8198, loss_cls: 1.6030, loss: 1.6030, grad_norm: 17.1110 2020-07-31 01:12:59,298 - mmaction - INFO - Epoch [25][2100/2505] lr: 5.000e-04, eta: 1 day, 20:19:42, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8292, loss_cls: 1.5877, loss: 1.5877, grad_norm: 17.1788 2020-07-31 01:13:37,244 - mmaction - INFO - Epoch [25][2120/2505] lr: 5.000e-04, eta: 1 day, 20:18:58, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6667, top5_acc: 0.8385, loss_cls: 1.5183, loss: 1.5183, grad_norm: 16.6436 2020-07-31 01:14:15,109 - mmaction - INFO - Epoch [25][2140/2505] lr: 5.000e-04, eta: 1 day, 20:18:13, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8302, loss_cls: 1.5808, loss: 1.5808, grad_norm: 17.6664 2020-07-31 01:14:52,914 - mmaction - INFO - Epoch [25][2160/2505] lr: 5.000e-04, eta: 1 day, 20:17:28, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8344, loss_cls: 1.6032, loss: 1.6032, grad_norm: 16.9448 2020-07-31 01:15:30,910 - mmaction - INFO - Epoch [25][2180/2505] lr: 5.000e-04, eta: 1 day, 20:16:44, time: 1.900, data_time: 0.002, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8323, loss_cls: 1.6134, loss: 1.6134, grad_norm: 16.9542 2020-07-31 01:16:08,905 - mmaction - INFO - Epoch [25][2200/2505] lr: 5.000e-04, eta: 1 day, 20:16:01, time: 1.900, data_time: 0.006, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8427, loss_cls: 1.5458, loss: 1.5458, grad_norm: 17.4238 2020-07-31 01:16:46,748 - mmaction - INFO - Epoch [25][2220/2505] lr: 5.000e-04, eta: 1 day, 20:15:16, time: 1.892, data_time: 0.002, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8302, loss_cls: 1.5768, loss: 1.5768, grad_norm: 16.8211 2020-07-31 01:17:24,693 - mmaction - INFO - Epoch [25][2240/2505] lr: 5.000e-04, eta: 1 day, 20:14:32, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8292, loss_cls: 1.5868, loss: 1.5868, grad_norm: 17.0821 2020-07-31 01:18:02,431 - mmaction - INFO - Epoch [25][2260/2505] lr: 5.000e-04, eta: 1 day, 20:13:46, time: 1.887, data_time: 0.002, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8307, loss_cls: 1.5775, loss: 1.5775, grad_norm: 16.5735 2020-07-31 01:18:40,305 - mmaction - INFO - Epoch [25][2280/2505] lr: 5.000e-04, eta: 1 day, 20:13:02, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6443, top5_acc: 0.8177, loss_cls: 1.6137, loss: 1.6137, grad_norm: 17.3069 2020-07-31 01:19:18,122 - mmaction - INFO - Epoch [25][2300/2505] lr: 5.000e-04, eta: 1 day, 20:12:17, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8328, loss_cls: 1.5382, loss: 1.5382, grad_norm: 16.5277 2020-07-31 01:19:55,922 - mmaction - INFO - Epoch [25][2320/2505] lr: 5.000e-04, eta: 1 day, 20:11:31, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8172, loss_cls: 1.6078, loss: 1.6078, grad_norm: 17.2786 2020-07-31 01:20:34,323 - mmaction - INFO - Epoch [25][2340/2505] lr: 5.000e-04, eta: 1 day, 20:10:53, time: 1.920, data_time: 0.002, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.6057, loss: 1.6057, grad_norm: 16.9152 2020-07-31 01:21:12,224 - mmaction - INFO - Epoch [25][2360/2505] lr: 5.000e-04, eta: 1 day, 20:10:09, time: 1.895, data_time: 0.004, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8380, loss_cls: 1.5226, loss: 1.5226, grad_norm: 17.0178 2020-07-31 01:21:50,149 - mmaction - INFO - Epoch [25][2380/2505] lr: 5.000e-04, eta: 1 day, 20:09:25, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6323, top5_acc: 0.8182, loss_cls: 1.6477, loss: 1.6477, grad_norm: 17.7254 2020-07-31 01:22:28,122 - mmaction - INFO - Epoch [25][2400/2505] lr: 5.000e-04, eta: 1 day, 20:08:42, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8313, loss_cls: 1.5730, loss: 1.5730, grad_norm: 17.3778 2020-07-31 01:23:05,959 - mmaction - INFO - Epoch [25][2420/2505] lr: 5.000e-04, eta: 1 day, 20:07:57, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8240, loss_cls: 1.6168, loss: 1.6168, grad_norm: 16.4055 2020-07-31 01:23:45,075 - mmaction - INFO - Epoch [25][2440/2505] lr: 5.000e-04, eta: 1 day, 20:07:27, time: 1.956, data_time: 0.001, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8214, loss_cls: 1.6332, loss: 1.6332, grad_norm: 16.4881 2020-07-31 01:24:23,235 - mmaction - INFO - Epoch [25][2460/2505] lr: 5.000e-04, eta: 1 day, 20:06:46, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8271, loss_cls: 1.6099, loss: 1.6099, grad_norm: 17.1796 2020-07-31 01:25:01,628 - mmaction - INFO - Epoch [25][2480/2505] lr: 5.000e-04, eta: 1 day, 20:06:04, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6318, top5_acc: 0.8229, loss_cls: 1.6315, loss: 1.6315, grad_norm: 17.4221 2020-07-31 01:25:39,650 - mmaction - INFO - Epoch [25][2500/2505] lr: 5.000e-04, eta: 1 day, 20:05:25, time: 1.917, data_time: 0.027, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8417, loss_cls: 1.5494, loss: 1.5494, grad_norm: 16.9517 2020-07-31 01:27:32,336 - mmaction - INFO - Epoch [26][20/2505] lr: 5.000e-04, eta: 1 day, 20:13:31, time: 4.836, data_time: 2.831, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8396, loss_cls: 1.5199, loss: 1.5199, grad_norm: 16.5709 2020-07-31 01:28:10,809 - mmaction - INFO - Epoch [26][40/2505] lr: 5.000e-04, eta: 1 day, 20:12:52, time: 1.924, data_time: 0.011, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8271, loss_cls: 1.6058, loss: 1.6058, grad_norm: 16.5252 2020-07-31 01:28:48,806 - mmaction - INFO - Epoch [26][60/2505] lr: 5.000e-04, eta: 1 day, 20:12:08, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8349, loss_cls: 1.5693, loss: 1.5693, grad_norm: 16.2622 2020-07-31 01:29:27,607 - mmaction - INFO - Epoch [26][80/2505] lr: 5.000e-04, eta: 1 day, 20:11:32, time: 1.940, data_time: 0.018, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8161, loss_cls: 1.6943, loss: 1.6943, grad_norm: 18.1873 2020-07-31 01:30:06,473 - mmaction - INFO - Epoch [26][100/2505] lr: 5.000e-04, eta: 1 day, 20:10:57, time: 1.943, data_time: 0.009, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.5107, loss: 1.5107, grad_norm: 16.9778 2020-07-31 01:30:44,478 - mmaction - INFO - Epoch [26][120/2505] lr: 5.000e-04, eta: 1 day, 20:10:13, time: 1.900, data_time: 0.002, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8260, loss_cls: 1.6245, loss: 1.6245, grad_norm: 17.0705 2020-07-31 01:31:22,339 - mmaction - INFO - Epoch [26][140/2505] lr: 5.000e-04, eta: 1 day, 20:09:27, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8245, loss_cls: 1.6055, loss: 1.6055, grad_norm: 16.6678 2020-07-31 01:32:00,449 - mmaction - INFO - Epoch [26][160/2505] lr: 5.000e-04, eta: 1 day, 20:08:44, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8245, loss_cls: 1.5778, loss: 1.5778, grad_norm: 16.6462 2020-07-31 01:32:38,424 - mmaction - INFO - Epoch [26][180/2505] lr: 5.000e-04, eta: 1 day, 20:08:00, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8312, loss_cls: 1.5501, loss: 1.5501, grad_norm: 17.6037 2020-07-31 01:33:16,283 - mmaction - INFO - Epoch [26][200/2505] lr: 5.000e-04, eta: 1 day, 20:07:14, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8474, loss_cls: 1.4822, loss: 1.4822, grad_norm: 16.8790 2020-07-31 01:33:54,816 - mmaction - INFO - Epoch [26][220/2505] lr: 5.000e-04, eta: 1 day, 20:06:36, time: 1.926, data_time: 0.003, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8318, loss_cls: 1.5644, loss: 1.5644, grad_norm: 17.6249 2020-07-31 01:34:32,888 - mmaction - INFO - Epoch [26][240/2505] lr: 5.000e-04, eta: 1 day, 20:05:53, time: 1.904, data_time: 0.009, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8135, loss_cls: 1.5699, loss: 1.5699, grad_norm: 17.1843 2020-07-31 01:35:10,937 - mmaction - INFO - Epoch [26][260/2505] lr: 5.000e-04, eta: 1 day, 20:05:09, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8224, loss_cls: 1.6108, loss: 1.6108, grad_norm: 17.4505 2020-07-31 01:35:48,987 - mmaction - INFO - Epoch [26][280/2505] lr: 5.000e-04, eta: 1 day, 20:04:26, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8349, loss_cls: 1.5566, loss: 1.5566, grad_norm: 17.0160 2020-07-31 01:36:27,029 - mmaction - INFO - Epoch [26][300/2505] lr: 5.000e-04, eta: 1 day, 20:03:42, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8193, loss_cls: 1.6421, loss: 1.6421, grad_norm: 17.8118 2020-07-31 01:37:05,157 - mmaction - INFO - Epoch [26][320/2505] lr: 5.000e-04, eta: 1 day, 20:02:59, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8135, loss_cls: 1.6461, loss: 1.6461, grad_norm: 16.9522 2020-07-31 01:37:43,439 - mmaction - INFO - Epoch [26][340/2505] lr: 5.000e-04, eta: 1 day, 20:02:18, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6583, top5_acc: 0.8240, loss_cls: 1.5802, loss: 1.5802, grad_norm: 17.0096 2020-07-31 01:38:21,442 - mmaction - INFO - Epoch [26][360/2505] lr: 5.000e-04, eta: 1 day, 20:01:35, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8260, loss_cls: 1.6182, loss: 1.6182, grad_norm: 16.5611 2020-07-31 01:38:59,520 - mmaction - INFO - Epoch [26][380/2505] lr: 5.000e-04, eta: 1 day, 20:00:52, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8359, loss_cls: 1.5458, loss: 1.5458, grad_norm: 17.2739 2020-07-31 01:39:37,384 - mmaction - INFO - Epoch [26][400/2505] lr: 5.000e-04, eta: 1 day, 20:00:06, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8396, loss_cls: 1.5573, loss: 1.5573, grad_norm: 17.0316 2020-07-31 01:40:15,268 - mmaction - INFO - Epoch [26][420/2505] lr: 5.000e-04, eta: 1 day, 19:59:21, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.5458, loss: 1.5458, grad_norm: 16.7276 2020-07-31 01:40:53,057 - mmaction - INFO - Epoch [26][440/2505] lr: 5.000e-04, eta: 1 day, 19:58:35, time: 1.889, data_time: 0.002, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.6016, loss: 1.6016, grad_norm: 16.9196 2020-07-31 01:41:31,068 - mmaction - INFO - Epoch [26][460/2505] lr: 5.000e-04, eta: 1 day, 19:57:52, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8339, loss_cls: 1.5670, loss: 1.5670, grad_norm: 17.2664 2020-07-31 01:42:09,043 - mmaction - INFO - Epoch [26][480/2505] lr: 5.000e-04, eta: 1 day, 19:57:08, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8401, loss_cls: 1.5244, loss: 1.5244, grad_norm: 16.2795 2020-07-31 01:42:47,039 - mmaction - INFO - Epoch [26][500/2505] lr: 5.000e-04, eta: 1 day, 19:56:24, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8224, loss_cls: 1.5740, loss: 1.5740, grad_norm: 16.8523 2020-07-31 01:43:24,882 - mmaction - INFO - Epoch [26][520/2505] lr: 5.000e-04, eta: 1 day, 19:55:39, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8276, loss_cls: 1.5705, loss: 1.5705, grad_norm: 16.7485 2020-07-31 01:44:02,997 - mmaction - INFO - Epoch [26][540/2505] lr: 5.000e-04, eta: 1 day, 19:54:56, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8328, loss_cls: 1.5653, loss: 1.5653, grad_norm: 16.8564 2020-07-31 01:44:41,009 - mmaction - INFO - Epoch [26][560/2505] lr: 5.000e-04, eta: 1 day, 19:54:13, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6625, top5_acc: 0.8365, loss_cls: 1.5012, loss: 1.5012, grad_norm: 16.3118 2020-07-31 01:45:19,124 - mmaction - INFO - Epoch [26][580/2505] lr: 5.000e-04, eta: 1 day, 19:53:30, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6333, top5_acc: 0.8214, loss_cls: 1.6084, loss: 1.6084, grad_norm: 17.6666 2020-07-31 01:45:57,212 - mmaction - INFO - Epoch [26][600/2505] lr: 5.000e-04, eta: 1 day, 19:52:48, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8365, loss_cls: 1.5196, loss: 1.5196, grad_norm: 17.0502 2020-07-31 01:46:35,178 - mmaction - INFO - Epoch [26][620/2505] lr: 5.000e-04, eta: 1 day, 19:52:04, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8203, loss_cls: 1.5745, loss: 1.5745, grad_norm: 17.1194 2020-07-31 01:47:13,108 - mmaction - INFO - Epoch [26][640/2505] lr: 5.000e-04, eta: 1 day, 19:51:20, time: 1.896, data_time: 0.002, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8422, loss_cls: 1.5642, loss: 1.5642, grad_norm: 17.4406 2020-07-31 01:47:51,049 - mmaction - INFO - Epoch [26][660/2505] lr: 5.000e-04, eta: 1 day, 19:50:36, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8323, loss_cls: 1.5853, loss: 1.5853, grad_norm: 16.9023 2020-07-31 01:48:29,060 - mmaction - INFO - Epoch [26][680/2505] lr: 5.000e-04, eta: 1 day, 19:49:52, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8234, loss_cls: 1.5738, loss: 1.5738, grad_norm: 16.3066 2020-07-31 01:49:07,147 - mmaction - INFO - Epoch [26][700/2505] lr: 5.000e-04, eta: 1 day, 19:49:10, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6198, top5_acc: 0.8177, loss_cls: 1.6605, loss: 1.6605, grad_norm: 17.2534 2020-07-31 01:49:44,934 - mmaction - INFO - Epoch [26][720/2505] lr: 5.000e-04, eta: 1 day, 19:48:24, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8328, loss_cls: 1.5627, loss: 1.5627, grad_norm: 16.4195 2020-07-31 01:50:22,762 - mmaction - INFO - Epoch [26][740/2505] lr: 5.000e-04, eta: 1 day, 19:47:39, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8193, loss_cls: 1.6169, loss: 1.6169, grad_norm: 16.8139 2020-07-31 01:51:00,802 - mmaction - INFO - Epoch [26][760/2505] lr: 5.000e-04, eta: 1 day, 19:46:56, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8307, loss_cls: 1.5578, loss: 1.5578, grad_norm: 16.4199 2020-07-31 01:51:38,762 - mmaction - INFO - Epoch [26][780/2505] lr: 5.000e-04, eta: 1 day, 19:46:12, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8391, loss_cls: 1.5445, loss: 1.5445, grad_norm: 16.7700 2020-07-31 01:52:16,882 - mmaction - INFO - Epoch [26][800/2505] lr: 5.000e-04, eta: 1 day, 19:45:30, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8411, loss_cls: 1.5082, loss: 1.5082, grad_norm: 17.2286 2020-07-31 01:52:54,876 - mmaction - INFO - Epoch [26][820/2505] lr: 5.000e-04, eta: 1 day, 19:44:47, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8188, loss_cls: 1.6071, loss: 1.6071, grad_norm: 16.9593 2020-07-31 01:53:32,826 - mmaction - INFO - Epoch [26][840/2505] lr: 5.000e-04, eta: 1 day, 19:44:03, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.6221, loss: 1.6221, grad_norm: 17.0433 2020-07-31 01:54:11,062 - mmaction - INFO - Epoch [26][860/2505] lr: 5.000e-04, eta: 1 day, 19:43:22, time: 1.911, data_time: 0.004, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.5509, loss: 1.5509, grad_norm: 16.9626 2020-07-31 01:54:49,058 - mmaction - INFO - Epoch [26][880/2505] lr: 5.000e-04, eta: 1 day, 19:42:39, time: 1.901, data_time: 0.003, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8234, loss_cls: 1.6232, loss: 1.6232, grad_norm: 17.1872 2020-07-31 01:55:26,970 - mmaction - INFO - Epoch [26][900/2505] lr: 5.000e-04, eta: 1 day, 19:41:55, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8281, loss_cls: 1.5791, loss: 1.5791, grad_norm: 17.0866 2020-07-31 01:56:04,909 - mmaction - INFO - Epoch [26][920/2505] lr: 5.000e-04, eta: 1 day, 19:41:11, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6313, top5_acc: 0.8323, loss_cls: 1.6179, loss: 1.6179, grad_norm: 17.3106 2020-07-31 01:56:43,094 - mmaction - INFO - Epoch [26][940/2505] lr: 5.000e-04, eta: 1 day, 19:40:30, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8365, loss_cls: 1.5683, loss: 1.5683, grad_norm: 17.2311 2020-07-31 01:57:21,027 - mmaction - INFO - Epoch [26][960/2505] lr: 5.000e-04, eta: 1 day, 19:39:46, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8198, loss_cls: 1.6665, loss: 1.6665, grad_norm: 16.7897 2020-07-31 01:57:59,070 - mmaction - INFO - Epoch [26][980/2505] lr: 5.000e-04, eta: 1 day, 19:39:04, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8318, loss_cls: 1.6002, loss: 1.6002, grad_norm: 16.6464 2020-07-31 01:58:37,046 - mmaction - INFO - Epoch [26][1000/2505] lr: 5.000e-04, eta: 1 day, 19:38:21, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6260, top5_acc: 0.8240, loss_cls: 1.6440, loss: 1.6440, grad_norm: 17.3483 2020-07-31 01:59:15,162 - mmaction - INFO - Epoch [26][1020/2505] lr: 5.000e-04, eta: 1 day, 19:37:39, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8219, loss_cls: 1.6354, loss: 1.6354, grad_norm: 18.0313 2020-07-31 01:59:53,079 - mmaction - INFO - Epoch [26][1040/2505] lr: 5.000e-04, eta: 1 day, 19:36:55, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8271, loss_cls: 1.6059, loss: 1.6059, grad_norm: 16.8317 2020-07-31 02:00:35,598 - mmaction - INFO - Epoch [26][1060/2505] lr: 5.000e-04, eta: 1 day, 19:36:55, time: 2.125, data_time: 0.003, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8266, loss_cls: 1.5690, loss: 1.5690, grad_norm: 16.8644 2020-07-31 02:01:13,891 - mmaction - INFO - Epoch [26][1080/2505] lr: 5.000e-04, eta: 1 day, 19:36:15, time: 1.916, data_time: 0.010, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8245, loss_cls: 1.6214, loss: 1.6214, grad_norm: 17.1342 2020-07-31 02:01:51,822 - mmaction - INFO - Epoch [26][1100/2505] lr: 5.000e-04, eta: 1 day, 19:35:31, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8443, loss_cls: 1.5126, loss: 1.5126, grad_norm: 17.0619 2020-07-31 02:02:29,753 - mmaction - INFO - Epoch [26][1120/2505] lr: 5.000e-04, eta: 1 day, 19:34:47, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8245, loss_cls: 1.6139, loss: 1.6139, grad_norm: 16.9855 2020-07-31 02:03:07,639 - mmaction - INFO - Epoch [26][1140/2505] lr: 5.000e-04, eta: 1 day, 19:34:03, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8297, loss_cls: 1.5847, loss: 1.5847, grad_norm: 17.1975 2020-07-31 02:03:47,327 - mmaction - INFO - Epoch [26][1160/2505] lr: 5.000e-04, eta: 1 day, 19:33:36, time: 1.983, data_time: 0.003, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.5269, loss: 1.5269, grad_norm: 16.9776 2020-07-31 02:04:25,397 - mmaction - INFO - Epoch [26][1180/2505] lr: 5.000e-04, eta: 1 day, 19:32:54, time: 1.905, data_time: 0.011, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8349, loss_cls: 1.5594, loss: 1.5594, grad_norm: 16.6952 2020-07-31 02:05:03,794 - mmaction - INFO - Epoch [26][1200/2505] lr: 5.000e-04, eta: 1 day, 19:32:11, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8302, loss_cls: 1.5895, loss: 1.5895, grad_norm: 17.2459 2020-07-31 02:05:41,940 - mmaction - INFO - Epoch [26][1220/2505] lr: 5.000e-04, eta: 1 day, 19:31:33, time: 1.927, data_time: 0.021, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8297, loss_cls: 1.5567, loss: 1.5567, grad_norm: 16.7728 2020-07-31 02:06:19,903 - mmaction - INFO - Epoch [26][1240/2505] lr: 5.000e-04, eta: 1 day, 19:30:50, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8370, loss_cls: 1.5412, loss: 1.5412, grad_norm: 17.1605 2020-07-31 02:06:57,807 - mmaction - INFO - Epoch [26][1260/2505] lr: 5.000e-04, eta: 1 day, 19:30:06, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8240, loss_cls: 1.6175, loss: 1.6175, grad_norm: 16.8165 2020-07-31 02:07:35,606 - mmaction - INFO - Epoch [26][1280/2505] lr: 5.000e-04, eta: 1 day, 19:29:21, time: 1.890, data_time: 0.002, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8448, loss_cls: 1.4985, loss: 1.4985, grad_norm: 16.4178 2020-07-31 02:08:13,457 - mmaction - INFO - Epoch [26][1300/2505] lr: 5.000e-04, eta: 1 day, 19:28:37, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8333, loss_cls: 1.5835, loss: 1.5835, grad_norm: 16.9206 2020-07-31 02:08:51,590 - mmaction - INFO - Epoch [26][1320/2505] lr: 5.000e-04, eta: 1 day, 19:27:55, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8286, loss_cls: 1.5670, loss: 1.5670, grad_norm: 16.9777 2020-07-31 02:09:29,739 - mmaction - INFO - Epoch [26][1340/2505] lr: 5.000e-04, eta: 1 day, 19:27:14, time: 1.907, data_time: 0.002, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8323, loss_cls: 1.5526, loss: 1.5526, grad_norm: 16.6947 2020-07-31 02:10:07,872 - mmaction - INFO - Epoch [26][1360/2505] lr: 5.000e-04, eta: 1 day, 19:26:32, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8333, loss_cls: 1.5831, loss: 1.5831, grad_norm: 17.1041 2020-07-31 02:10:45,836 - mmaction - INFO - Epoch [26][1380/2505] lr: 5.000e-04, eta: 1 day, 19:25:49, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8297, loss_cls: 1.6174, loss: 1.6174, grad_norm: 17.0903 2020-07-31 02:11:23,774 - mmaction - INFO - Epoch [26][1400/2505] lr: 5.000e-04, eta: 1 day, 19:25:06, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8318, loss_cls: 1.5374, loss: 1.5374, grad_norm: 17.3660 2020-07-31 02:12:01,611 - mmaction - INFO - Epoch [26][1420/2505] lr: 5.000e-04, eta: 1 day, 19:24:22, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8302, loss_cls: 1.5484, loss: 1.5484, grad_norm: 17.0192 2020-07-31 02:12:39,334 - mmaction - INFO - Epoch [26][1440/2505] lr: 5.000e-04, eta: 1 day, 19:23:36, time: 1.886, data_time: 0.001, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.5534, loss: 1.5534, grad_norm: 17.4111 2020-07-31 02:13:17,061 - mmaction - INFO - Epoch [26][1460/2505] lr: 5.000e-04, eta: 1 day, 19:22:51, time: 1.886, data_time: 0.001, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8375, loss_cls: 1.5448, loss: 1.5448, grad_norm: 16.1400 2020-07-31 02:13:55,189 - mmaction - INFO - Epoch [26][1480/2505] lr: 5.000e-04, eta: 1 day, 19:22:10, time: 1.906, data_time: 0.003, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8495, loss_cls: 1.5202, loss: 1.5202, grad_norm: 17.2878 2020-07-31 02:14:33,184 - mmaction - INFO - Epoch [26][1500/2505] lr: 5.000e-04, eta: 1 day, 19:21:27, time: 1.900, data_time: 0.003, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8313, loss_cls: 1.6022, loss: 1.6022, grad_norm: 17.1805 2020-07-31 02:15:11,242 - mmaction - INFO - Epoch [26][1520/2505] lr: 5.000e-04, eta: 1 day, 19:20:45, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8307, loss_cls: 1.5337, loss: 1.5337, grad_norm: 17.3499 2020-07-31 02:15:49,013 - mmaction - INFO - Epoch [26][1540/2505] lr: 5.000e-04, eta: 1 day, 19:20:00, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8260, loss_cls: 1.5908, loss: 1.5908, grad_norm: 17.8710 2020-07-31 02:16:26,793 - mmaction - INFO - Epoch [26][1560/2505] lr: 5.000e-04, eta: 1 day, 19:19:16, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8339, loss_cls: 1.5707, loss: 1.5707, grad_norm: 17.1741 2020-07-31 02:17:04,496 - mmaction - INFO - Epoch [26][1580/2505] lr: 5.000e-04, eta: 1 day, 19:18:31, time: 1.885, data_time: 0.001, memory: 8520, top1_acc: 0.6245, top5_acc: 0.8167, loss_cls: 1.6635, loss: 1.6635, grad_norm: 18.1904 2020-07-31 02:17:42,422 - mmaction - INFO - Epoch [26][1600/2505] lr: 5.000e-04, eta: 1 day, 19:17:48, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8516, loss_cls: 1.4601, loss: 1.4601, grad_norm: 16.5834 2020-07-31 02:18:20,434 - mmaction - INFO - Epoch [26][1620/2505] lr: 5.000e-04, eta: 1 day, 19:17:05, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8318, loss_cls: 1.5416, loss: 1.5416, grad_norm: 16.6034 2020-07-31 02:18:58,380 - mmaction - INFO - Epoch [26][1640/2505] lr: 5.000e-04, eta: 1 day, 19:16:22, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8234, loss_cls: 1.6168, loss: 1.6168, grad_norm: 17.5182 2020-07-31 02:19:36,476 - mmaction - INFO - Epoch [26][1660/2505] lr: 5.000e-04, eta: 1 day, 19:15:41, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8276, loss_cls: 1.5412, loss: 1.5412, grad_norm: 16.9031 2020-07-31 02:20:14,638 - mmaction - INFO - Epoch [26][1680/2505] lr: 5.000e-04, eta: 1 day, 19:14:59, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6260, top5_acc: 0.8167, loss_cls: 1.6969, loss: 1.6969, grad_norm: 17.5530 2020-07-31 02:20:52,756 - mmaction - INFO - Epoch [26][1700/2505] lr: 5.000e-04, eta: 1 day, 19:14:18, time: 1.907, data_time: 0.002, memory: 8520, top1_acc: 0.6302, top5_acc: 0.8156, loss_cls: 1.6425, loss: 1.6425, grad_norm: 16.8990 2020-07-31 02:21:30,651 - mmaction - INFO - Epoch [26][1720/2505] lr: 5.000e-04, eta: 1 day, 19:13:35, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8297, loss_cls: 1.5726, loss: 1.5726, grad_norm: 17.3820 2020-07-31 02:22:08,691 - mmaction - INFO - Epoch [26][1740/2505] lr: 5.000e-04, eta: 1 day, 19:12:53, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8323, loss_cls: 1.6156, loss: 1.6156, grad_norm: 16.9138 2020-07-31 02:22:46,786 - mmaction - INFO - Epoch [26][1760/2505] lr: 5.000e-04, eta: 1 day, 19:12:11, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8141, loss_cls: 1.6572, loss: 1.6572, grad_norm: 17.3268 2020-07-31 02:23:25,128 - mmaction - INFO - Epoch [26][1780/2505] lr: 5.000e-04, eta: 1 day, 19:11:32, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8286, loss_cls: 1.5996, loss: 1.5996, grad_norm: 17.4061 2020-07-31 02:24:03,384 - mmaction - INFO - Epoch [26][1800/2505] lr: 5.000e-04, eta: 1 day, 19:10:52, time: 1.913, data_time: 0.002, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8443, loss_cls: 1.4775, loss: 1.4775, grad_norm: 17.1187 2020-07-31 02:24:41,502 - mmaction - INFO - Epoch [26][1820/2505] lr: 5.000e-04, eta: 1 day, 19:10:10, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8323, loss_cls: 1.5760, loss: 1.5760, grad_norm: 17.6492 2020-07-31 02:25:19,704 - mmaction - INFO - Epoch [26][1840/2505] lr: 5.000e-04, eta: 1 day, 19:09:30, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8297, loss_cls: 1.5302, loss: 1.5302, grad_norm: 17.0771 2020-07-31 02:25:57,663 - mmaction - INFO - Epoch [26][1860/2505] lr: 5.000e-04, eta: 1 day, 19:08:47, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6344, top5_acc: 0.8135, loss_cls: 1.6427, loss: 1.6427, grad_norm: 17.3393 2020-07-31 02:26:35,535 - mmaction - INFO - Epoch [26][1880/2505] lr: 5.000e-04, eta: 1 day, 19:08:04, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8276, loss_cls: 1.6081, loss: 1.6081, grad_norm: 17.4369 2020-07-31 02:27:13,380 - mmaction - INFO - Epoch [26][1900/2505] lr: 5.000e-04, eta: 1 day, 19:07:20, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8365, loss_cls: 1.5815, loss: 1.5815, grad_norm: 17.1963 2020-07-31 02:27:51,122 - mmaction - INFO - Epoch [26][1920/2505] lr: 5.000e-04, eta: 1 day, 19:06:36, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8474, loss_cls: 1.4573, loss: 1.4573, grad_norm: 16.4262 2020-07-31 02:28:28,884 - mmaction - INFO - Epoch [26][1940/2505] lr: 5.000e-04, eta: 1 day, 19:05:52, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8302, loss_cls: 1.6340, loss: 1.6340, grad_norm: 17.2111 2020-07-31 02:29:07,027 - mmaction - INFO - Epoch [26][1960/2505] lr: 5.000e-04, eta: 1 day, 19:05:11, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8255, loss_cls: 1.5808, loss: 1.5808, grad_norm: 17.4104 2020-07-31 02:29:45,122 - mmaction - INFO - Epoch [26][1980/2505] lr: 5.000e-04, eta: 1 day, 19:04:29, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8208, loss_cls: 1.5903, loss: 1.5903, grad_norm: 17.2401 2020-07-31 02:30:23,492 - mmaction - INFO - Epoch [26][2000/2505] lr: 5.000e-04, eta: 1 day, 19:03:50, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8224, loss_cls: 1.6183, loss: 1.6183, grad_norm: 17.3499 2020-07-31 02:31:01,458 - mmaction - INFO - Epoch [26][2020/2505] lr: 5.000e-04, eta: 1 day, 19:03:08, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8333, loss_cls: 1.5487, loss: 1.5487, grad_norm: 16.3186 2020-07-31 10:08:45,745 - mmaction - INFO - Epoch [26][2040/2505] lr: 5.000e-04, eta: 4 days, 11:19:26, time: 1373.198, data_time: 0.001, memory: 8520, top1_acc: 0.6245, top5_acc: 0.8156, loss_cls: 1.6487, loss: 1.6487, grad_norm: 17.6802 2020-07-31 10:09:26,745 - mmaction - INFO - Epoch [26][2060/2505] lr: 5.000e-04, eta: 4 days, 11:10:11, time: 2.066, data_time: 0.031, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8292, loss_cls: 1.5797, loss: 1.5797, grad_norm: 17.1474 2020-07-31 10:10:08,000 - mmaction - INFO - Epoch [26][2080/2505] lr: 5.000e-04, eta: 4 days, 11:00:58, time: 2.063, data_time: 0.002, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8339, loss_cls: 1.5674, loss: 1.5674, grad_norm: 17.3387 2020-07-31 10:10:49,077 - mmaction - INFO - Epoch [26][2100/2505] lr: 5.000e-04, eta: 4 days, 10:51:45, time: 2.054, data_time: 0.002, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8370, loss_cls: 1.5310, loss: 1.5310, grad_norm: 16.8996 2020-07-31 10:11:29,428 - mmaction - INFO - Epoch [26][2120/2505] lr: 5.000e-04, eta: 4 days, 10:42:29, time: 2.018, data_time: 0.001, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8391, loss_cls: 1.5236, loss: 1.5236, grad_norm: 16.4395 2020-07-31 10:12:08,700 - mmaction - INFO - Epoch [26][2140/2505] lr: 5.000e-04, eta: 4 days, 10:33:05, time: 1.964, data_time: 0.001, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8339, loss_cls: 1.5168, loss: 1.5168, grad_norm: 17.0037 2020-07-31 10:12:48,465 - mmaction - INFO - Epoch [26][2160/2505] lr: 5.000e-04, eta: 4 days, 10:23:48, time: 1.988, data_time: 0.015, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8333, loss_cls: 1.5834, loss: 1.5834, grad_norm: 17.6967 2020-07-31 10:13:29,224 - mmaction - INFO - Epoch [26][2180/2505] lr: 5.000e-04, eta: 4 days, 10:14:41, time: 2.037, data_time: 0.001, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8245, loss_cls: 1.6216, loss: 1.6216, grad_norm: 17.3027 2020-07-31 10:14:10,250 - mmaction - INFO - Epoch [26][2200/2505] lr: 5.000e-04, eta: 4 days, 10:05:39, time: 2.052, data_time: 0.002, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8260, loss_cls: 1.5516, loss: 1.5516, grad_norm: 17.3677 2020-07-31 10:14:50,196 - mmaction - INFO - Epoch [26][2220/2505] lr: 5.000e-04, eta: 4 days, 9:56:29, time: 1.996, data_time: 0.001, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8281, loss_cls: 1.6009, loss: 1.6009, grad_norm: 17.3514 2020-07-31 10:15:30,263 - mmaction - INFO - Epoch [26][2240/2505] lr: 5.000e-04, eta: 4 days, 9:47:23, time: 2.005, data_time: 0.002, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8193, loss_cls: 1.6309, loss: 1.6309, grad_norm: 17.7222 2020-07-31 10:16:11,134 - mmaction - INFO - Epoch [26][2260/2505] lr: 5.000e-04, eta: 4 days, 9:38:26, time: 2.043, data_time: 0.001, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8151, loss_cls: 1.6383, loss: 1.6383, grad_norm: 17.8798 2020-07-31 10:16:52,986 - mmaction - INFO - Epoch [26][2280/2505] lr: 5.000e-04, eta: 4 days, 9:29:38, time: 2.093, data_time: 0.002, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8307, loss_cls: 1.5848, loss: 1.5848, grad_norm: 16.5885 2020-07-31 10:17:33,092 - mmaction - INFO - Epoch [26][2300/2505] lr: 5.000e-04, eta: 4 days, 9:20:38, time: 2.005, data_time: 0.006, memory: 8520, top1_acc: 0.6323, top5_acc: 0.8167, loss_cls: 1.6401, loss: 1.6401, grad_norm: 17.4112 2020-07-31 10:18:13,761 - mmaction - INFO - Epoch [26][2320/2505] lr: 5.000e-04, eta: 4 days, 9:11:45, time: 2.033, data_time: 0.003, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8172, loss_cls: 1.6623, loss: 1.6623, grad_norm: 17.6056 2020-07-31 10:18:54,161 - mmaction - INFO - Epoch [26][2340/2505] lr: 5.000e-04, eta: 4 days, 9:02:52, time: 2.020, data_time: 0.002, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.5691, loss: 1.5691, grad_norm: 16.4988 2020-07-31 10:19:34,102 - mmaction - INFO - Epoch [26][2360/2505] lr: 5.000e-04, eta: 4 days, 8:53:57, time: 1.997, data_time: 0.002, memory: 8520, top1_acc: 0.6229, top5_acc: 0.8135, loss_cls: 1.6458, loss: 1.6458, grad_norm: 17.1906 2020-07-31 10:20:13,975 - mmaction - INFO - Epoch [26][2380/2505] lr: 5.000e-04, eta: 4 days, 8:45:03, time: 1.994, data_time: 0.001, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8276, loss_cls: 1.5635, loss: 1.5635, grad_norm: 16.4346 2020-07-31 10:20:53,704 - mmaction - INFO - Epoch [26][2400/2505] lr: 5.000e-04, eta: 4 days, 8:36:10, time: 1.985, data_time: 0.002, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8380, loss_cls: 1.5498, loss: 1.5498, grad_norm: 16.8333 2020-07-31 10:21:34,003 - mmaction - INFO - Epoch [26][2420/2505] lr: 5.000e-04, eta: 4 days, 8:27:24, time: 2.017, data_time: 0.004, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8281, loss_cls: 1.5607, loss: 1.5607, grad_norm: 16.4767 2020-07-31 10:22:14,419 - mmaction - INFO - Epoch [26][2440/2505] lr: 5.000e-04, eta: 4 days, 8:18:41, time: 2.021, data_time: 0.001, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8286, loss_cls: 1.5865, loss: 1.5865, grad_norm: 17.0890 2020-07-31 10:22:54,309 - mmaction - INFO - Epoch [26][2460/2505] lr: 5.000e-04, eta: 4 days, 8:09:55, time: 1.995, data_time: 0.006, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8359, loss_cls: 1.5325, loss: 1.5325, grad_norm: 16.2117 2020-07-31 10:23:36,349 - mmaction - INFO - Epoch [26][2480/2505] lr: 5.000e-04, eta: 4 days, 8:01:29, time: 2.100, data_time: 0.014, memory: 8520, top1_acc: 0.6276, top5_acc: 0.8208, loss_cls: 1.6050, loss: 1.6050, grad_norm: 17.2284 2020-07-31 10:24:16,152 - mmaction - INFO - Epoch [26][2500/2505] lr: 5.000e-04, eta: 4 days, 7:52:46, time: 1.988, data_time: 0.014, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8286, loss_cls: 1.5976, loss: 1.5976, grad_norm: 17.4198 2020-07-31 10:24:33,186 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-08-01 23:55:12,398 - mmaction - INFO - Epoch [27][20/2505] lr: 5.000e-04, eta: 2 days, 22:51:02, time: 3.183, data_time: 0.817, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8333, loss_cls: 1.5330, loss: 1.5330, grad_norm: 16.8139 2020-08-01 23:55:53,035 - mmaction - INFO - Epoch [27][40/2505] lr: 5.000e-04, eta: 2 days, 10:06:45, time: 2.040, data_time: 0.029, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8313, loss_cls: 1.5502, loss: 1.5502, grad_norm: 17.1042 2020-08-01 23:56:33,118 - mmaction - INFO - Epoch [27][60/2505] lr: 5.000e-04, eta: 2 days, 5:35:59, time: 2.005, data_time: 0.006, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8464, loss_cls: 1.5043, loss: 1.5043, grad_norm: 16.7255 2020-08-01 23:57:13,939 - mmaction - INFO - Epoch [27][80/2505] lr: 5.000e-04, eta: 2 days, 3:32:12, time: 2.040, data_time: 0.009, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8339, loss_cls: 1.5506, loss: 1.5506, grad_norm: 17.4527 2020-08-01 23:57:54,756 - mmaction - INFO - Epoch [27][100/2505] lr: 5.000e-04, eta: 2 days, 2:15:16, time: 2.031, data_time: 0.009, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8344, loss_cls: 1.5430, loss: 1.5430, grad_norm: 17.1419 2020-08-01 23:58:36,116 - mmaction - INFO - Epoch [27][120/2505] lr: 5.000e-04, eta: 2 days, 1:34:09, time: 2.078, data_time: 0.014, memory: 8520, top1_acc: 0.6677, top5_acc: 0.8380, loss_cls: 1.5236, loss: 1.5236, grad_norm: 17.0302 2020-08-01 23:59:17,321 - mmaction - INFO - Epoch [27][140/2505] lr: 5.000e-04, eta: 2 days, 1:01:04, time: 2.060, data_time: 0.005, memory: 8520, top1_acc: 0.6313, top5_acc: 0.8286, loss_cls: 1.6310, loss: 1.6310, grad_norm: 17.4637 2020-08-01 23:59:58,274 - mmaction - INFO - Epoch [27][160/2505] lr: 5.000e-04, eta: 2 days, 0:34:11, time: 2.048, data_time: 0.008, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8198, loss_cls: 1.6088, loss: 1.6088, grad_norm: 17.1863 2020-08-02 00:00:42,212 - mmaction - INFO - Epoch [27][180/2505] lr: 5.000e-04, eta: 2 days, 0:35:04, time: 2.197, data_time: 0.008, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8323, loss_cls: 1.5417, loss: 1.5417, grad_norm: 17.2879 2020-08-02 00:01:22,344 - mmaction - INFO - Epoch [27][200/2505] lr: 5.000e-04, eta: 2 days, 0:10:22, time: 2.007, data_time: 0.009, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8427, loss_cls: 1.5059, loss: 1.5059, grad_norm: 17.3659 2020-08-02 00:02:02,951 - mmaction - INFO - Epoch [27][220/2505] lr: 5.000e-04, eta: 1 day, 23:52:43, time: 2.029, data_time: 0.008, memory: 8520, top1_acc: 0.6406, top5_acc: 0.8224, loss_cls: 1.6043, loss: 1.6043, grad_norm: 17.0056 2020-08-02 00:02:44,099 - mmaction - INFO - Epoch [27][240/2505] lr: 5.000e-04, eta: 1 day, 23:41:08, time: 2.058, data_time: 0.007, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8302, loss_cls: 1.5770, loss: 1.5770, grad_norm: 17.3109 2020-08-02 00:03:25,150 - mmaction - INFO - Epoch [27][260/2505] lr: 5.000e-04, eta: 1 day, 23:29:01, time: 2.037, data_time: 0.008, memory: 8520, top1_acc: 0.6260, top5_acc: 0.8292, loss_cls: 1.6359, loss: 1.6359, grad_norm: 17.4889 2020-08-02 00:04:07,394 - mmaction - INFO - Epoch [27][280/2505] lr: 5.000e-04, eta: 1 day, 23:26:58, time: 2.125, data_time: 0.023, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8214, loss_cls: 1.5803, loss: 1.5803, grad_norm: 17.5029 2020-08-02 00:04:48,321 - mmaction - INFO - Epoch [27][300/2505] lr: 5.000e-04, eta: 1 day, 23:17:28, time: 2.039, data_time: 0.012, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8245, loss_cls: 1.5846, loss: 1.5846, grad_norm: 16.9666 2020-08-02 00:05:28,579 - mmaction - INFO - Epoch [27][320/2505] lr: 5.000e-04, eta: 1 day, 23:06:47, time: 2.012, data_time: 0.018, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8354, loss_cls: 1.5254, loss: 1.5254, grad_norm: 17.3444 2020-08-02 00:06:10,752 - mmaction - INFO - Epoch [27][340/2505] lr: 5.000e-04, eta: 1 day, 23:05:36, time: 2.118, data_time: 0.016, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8271, loss_cls: 1.5922, loss: 1.5922, grad_norm: 17.4371 2020-08-02 00:06:50,753 - mmaction - INFO - Epoch [27][360/2505] lr: 5.000e-04, eta: 1 day, 22:55:45, time: 2.000, data_time: 0.006, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8333, loss_cls: 1.5359, loss: 1.5359, grad_norm: 17.0842 2020-08-02 00:07:31,883 - mmaction - INFO - Epoch [27][380/2505] lr: 5.000e-04, eta: 1 day, 22:50:46, time: 2.056, data_time: 0.006, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8385, loss_cls: 1.5197, loss: 1.5197, grad_norm: 16.5923 2020-08-02 00:08:12,987 - mmaction - INFO - Epoch [27][400/2505] lr: 5.000e-04, eta: 1 day, 22:46:10, time: 2.055, data_time: 0.010, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8490, loss_cls: 1.5218, loss: 1.5218, grad_norm: 17.5366 2020-08-02 00:08:53,584 - mmaction - INFO - Epoch [27][420/2505] lr: 5.000e-04, eta: 1 day, 22:40:22, time: 2.031, data_time: 0.007, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8479, loss_cls: 1.4871, loss: 1.4871, grad_norm: 16.7535 2020-08-02 00:09:35,124 - mmaction - INFO - Epoch [27][440/2505] lr: 5.000e-04, eta: 1 day, 22:37:47, time: 2.076, data_time: 0.006, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8214, loss_cls: 1.6411, loss: 1.6411, grad_norm: 17.8227 2020-08-02 00:10:14,481 - mmaction - INFO - Epoch [27][460/2505] lr: 5.000e-04, eta: 1 day, 22:29:10, time: 1.969, data_time: 0.007, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8141, loss_cls: 1.6011, loss: 1.6011, grad_norm: 16.9129 2020-08-02 00:10:55,255 - mmaction - INFO - Epoch [27][480/2505] lr: 5.000e-04, eta: 1 day, 22:25:07, time: 2.039, data_time: 0.005, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8349, loss_cls: 1.5669, loss: 1.5669, grad_norm: 16.4732 2020-08-02 00:11:35,192 - mmaction - INFO - Epoch [27][500/2505] lr: 5.000e-04, eta: 1 day, 22:19:02, time: 1.996, data_time: 0.005, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8292, loss_cls: 1.5692, loss: 1.5692, grad_norm: 16.7482 2020-08-02 00:12:15,087 - mmaction - INFO - Epoch [27][520/2505] lr: 5.000e-04, eta: 1 day, 22:13:19, time: 1.995, data_time: 0.008, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.5421, loss: 1.5421, grad_norm: 17.2815 2020-08-02 00:12:55,412 - mmaction - INFO - Epoch [27][540/2505] lr: 5.000e-04, eta: 1 day, 22:09:05, time: 2.017, data_time: 0.007, memory: 8520, top1_acc: 0.6240, top5_acc: 0.8219, loss_cls: 1.6417, loss: 1.6417, grad_norm: 17.0853 2020-08-02 00:13:37,154 - mmaction - INFO - Epoch [27][560/2505] lr: 5.000e-04, eta: 1 day, 22:08:11, time: 2.083, data_time: 0.005, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8187, loss_cls: 1.5882, loss: 1.5882, grad_norm: 16.6944 2020-08-02 00:14:19,250 - mmaction - INFO - Epoch [27][580/2505] lr: 5.000e-04, eta: 1 day, 22:08:15, time: 2.103, data_time: 0.012, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8255, loss_cls: 1.5916, loss: 1.5916, grad_norm: 16.7823 2020-08-02 00:14:59,850 - mmaction - INFO - Epoch [27][600/2505] lr: 5.000e-04, eta: 1 day, 22:04:34, time: 2.019, data_time: 0.013, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8380, loss_cls: 1.5487, loss: 1.5487, grad_norm: 17.0288 2020-08-02 00:15:41,366 - mmaction - INFO - Epoch [27][620/2505] lr: 5.000e-04, eta: 1 day, 22:04:08, time: 2.091, data_time: 0.022, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8391, loss_cls: 1.4960, loss: 1.4960, grad_norm: 16.5186 2020-08-02 00:16:22,210 - mmaction - INFO - Epoch [27][640/2505] lr: 5.000e-04, eta: 1 day, 22:00:49, time: 2.022, data_time: 0.008, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8266, loss_cls: 1.5862, loss: 1.5862, grad_norm: 17.3331 2020-08-02 00:17:03,924 - mmaction - INFO - Epoch [27][660/2505] lr: 5.000e-04, eta: 1 day, 22:01:04, time: 2.107, data_time: 0.033, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8297, loss_cls: 1.5139, loss: 1.5139, grad_norm: 17.2438 2020-08-02 00:17:46,450 - mmaction - INFO - Epoch [27][680/2505] lr: 5.000e-04, eta: 1 day, 22:01:32, time: 2.114, data_time: 0.013, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8375, loss_cls: 1.6197, loss: 1.6197, grad_norm: 17.0692 2020-08-02 00:18:27,791 - mmaction - INFO - Epoch [27][700/2505] lr: 5.000e-04, eta: 1 day, 22:00:03, time: 2.064, data_time: 0.020, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8276, loss_cls: 1.5377, loss: 1.5377, grad_norm: 16.4638 2020-08-02 00:19:09,036 - mmaction - INFO - Epoch [27][720/2505] lr: 5.000e-04, eta: 1 day, 21:59:08, time: 2.078, data_time: 0.025, memory: 8520, top1_acc: 0.6698, top5_acc: 0.8401, loss_cls: 1.5195, loss: 1.5195, grad_norm: 16.8013 2020-08-02 00:19:50,166 - mmaction - INFO - Epoch [27][740/2505] lr: 5.000e-04, eta: 1 day, 21:56:54, time: 2.041, data_time: 0.006, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.5263, loss: 1.5263, grad_norm: 17.1239 2020-08-02 00:20:30,116 - mmaction - INFO - Epoch [27][760/2505] lr: 5.000e-04, eta: 1 day, 21:53:46, time: 2.013, data_time: 0.024, memory: 8520, top1_acc: 0.6411, top5_acc: 0.8250, loss_cls: 1.5656, loss: 1.5656, grad_norm: 17.7674 2020-08-02 00:21:10,700 - mmaction - INFO - Epoch [27][780/2505] lr: 5.000e-04, eta: 1 day, 21:51:19, time: 2.029, data_time: 0.005, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8474, loss_cls: 1.4742, loss: 1.4742, grad_norm: 16.5826 2020-08-02 00:21:52,477 - mmaction - INFO - Epoch [27][800/2505] lr: 5.000e-04, eta: 1 day, 21:50:40, time: 2.081, data_time: 0.005, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8375, loss_cls: 1.5471, loss: 1.5471, grad_norm: 17.5379 2020-08-02 00:22:34,366 - mmaction - INFO - Epoch [27][820/2505] lr: 5.000e-04, eta: 1 day, 21:50:44, time: 2.103, data_time: 0.023, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8224, loss_cls: 1.5926, loss: 1.5926, grad_norm: 17.0361 2020-08-02 00:23:14,899 - mmaction - INFO - Epoch [27][840/2505] lr: 5.000e-04, eta: 1 day, 21:48:20, time: 2.026, data_time: 0.011, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8333, loss_cls: 1.5869, loss: 1.5869, grad_norm: 17.4083 2020-08-02 00:23:56,362 - mmaction - INFO - Epoch [27][860/2505] lr: 5.000e-04, eta: 1 day, 21:47:27, time: 2.073, data_time: 0.008, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8385, loss_cls: 1.5032, loss: 1.5032, grad_norm: 17.0939 2020-08-02 00:24:36,594 - mmaction - INFO - Epoch [27][880/2505] lr: 5.000e-04, eta: 1 day, 21:44:45, time: 2.012, data_time: 0.007, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8328, loss_cls: 1.5830, loss: 1.5830, grad_norm: 16.9340 2020-08-02 00:25:16,685 - mmaction - INFO - Epoch [27][900/2505] lr: 5.000e-04, eta: 1 day, 21:41:55, time: 2.005, data_time: 0.009, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8385, loss_cls: 1.5748, loss: 1.5748, grad_norm: 17.4418 2020-08-02 00:25:57,905 - mmaction - INFO - Epoch [27][920/2505] lr: 5.000e-04, eta: 1 day, 21:40:48, time: 2.061, data_time: 0.008, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8323, loss_cls: 1.5441, loss: 1.5441, grad_norm: 16.1701 2020-08-02 00:26:40,065 - mmaction - INFO - Epoch [27][940/2505] lr: 5.000e-04, eta: 1 day, 21:40:53, time: 2.103, data_time: 0.007, memory: 8520, top1_acc: 0.6318, top5_acc: 0.8286, loss_cls: 1.6137, loss: 1.6137, grad_norm: 16.9127 2020-08-02 00:27:20,656 - mmaction - INFO - Epoch [27][960/2505] lr: 5.000e-04, eta: 1 day, 21:38:40, time: 2.021, data_time: 0.014, memory: 8520, top1_acc: 0.6688, top5_acc: 0.8380, loss_cls: 1.5155, loss: 1.5155, grad_norm: 16.6665 2020-08-02 00:28:01,259 - mmaction - INFO - Epoch [27][980/2505] lr: 5.000e-04, eta: 1 day, 21:36:40, time: 2.026, data_time: 0.021, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8198, loss_cls: 1.5919, loss: 1.5919, grad_norm: 16.8647 2020-08-02 00:28:43,093 - mmaction - INFO - Epoch [27][1000/2505] lr: 5.000e-04, eta: 1 day, 21:36:44, time: 2.103, data_time: 0.023, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8307, loss_cls: 1.5742, loss: 1.5742, grad_norm: 17.6543 2020-08-02 00:29:24,740 - mmaction - INFO - Epoch [27][1020/2505] lr: 5.000e-04, eta: 1 day, 21:36:27, time: 2.090, data_time: 0.026, memory: 8520, top1_acc: 0.6760, top5_acc: 0.8453, loss_cls: 1.4794, loss: 1.4794, grad_norm: 16.9107 2020-08-02 00:30:05,238 - mmaction - INFO - Epoch [27][1040/2505] lr: 5.000e-04, eta: 1 day, 21:34:30, time: 2.025, data_time: 0.009, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8214, loss_cls: 1.5657, loss: 1.5657, grad_norm: 17.4737 2020-08-02 00:30:47,205 - mmaction - INFO - Epoch [27][1060/2505] lr: 5.000e-04, eta: 1 day, 21:34:25, time: 2.098, data_time: 0.009, memory: 8520, top1_acc: 0.6406, top5_acc: 0.8354, loss_cls: 1.5991, loss: 1.5991, grad_norm: 17.7002 2020-08-02 00:31:27,732 - mmaction - INFO - Epoch [27][1080/2505] lr: 5.000e-04, eta: 1 day, 21:32:31, time: 2.025, data_time: 0.009, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8260, loss_cls: 1.6286, loss: 1.6286, grad_norm: 17.9256 2020-08-02 00:32:10,229 - mmaction - INFO - Epoch [27][1100/2505] lr: 5.000e-04, eta: 1 day, 21:33:07, time: 2.127, data_time: 0.011, memory: 8520, top1_acc: 0.6667, top5_acc: 0.8344, loss_cls: 1.5232, loss: 1.5232, grad_norm: 16.5007 2020-08-02 00:32:51,457 - mmaction - INFO - Epoch [27][1120/2505] lr: 5.000e-04, eta: 1 day, 21:31:47, time: 2.047, data_time: 0.009, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8286, loss_cls: 1.5717, loss: 1.5717, grad_norm: 17.1886 2020-08-02 00:33:34,286 - mmaction - INFO - Epoch [27][1140/2505] lr: 5.000e-04, eta: 1 day, 21:32:58, time: 2.155, data_time: 0.023, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8318, loss_cls: 1.5577, loss: 1.5577, grad_norm: 17.2715 2020-08-02 00:34:15,983 - mmaction - INFO - Epoch [27][1160/2505] lr: 5.000e-04, eta: 1 day, 21:32:31, time: 2.085, data_time: 0.009, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8297, loss_cls: 1.5910, loss: 1.5910, grad_norm: 17.2194 2020-08-02 00:34:57,431 - mmaction - INFO - Epoch [27][1180/2505] lr: 5.000e-04, eta: 1 day, 21:31:45, time: 2.072, data_time: 0.008, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8536, loss_cls: 1.4845, loss: 1.4845, grad_norm: 16.2204 2020-08-02 00:35:37,612 - mmaction - INFO - Epoch [27][1200/2505] lr: 5.000e-04, eta: 1 day, 21:29:37, time: 2.009, data_time: 0.010, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8297, loss_cls: 1.5572, loss: 1.5572, grad_norm: 17.2161 2020-08-02 00:36:17,611 - mmaction - INFO - Epoch [27][1220/2505] lr: 5.000e-04, eta: 1 day, 21:27:19, time: 2.000, data_time: 0.008, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8339, loss_cls: 1.5193, loss: 1.5193, grad_norm: 16.5736 2020-08-02 00:37:00,744 - mmaction - INFO - Epoch [27][1240/2505] lr: 5.000e-04, eta: 1 day, 21:28:24, time: 2.156, data_time: 0.010, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8411, loss_cls: 1.4902, loss: 1.4902, grad_norm: 16.7603 2020-08-02 00:37:42,902 - mmaction - INFO - Epoch [27][1260/2505] lr: 5.000e-04, eta: 1 day, 21:28:24, time: 2.108, data_time: 0.009, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8250, loss_cls: 1.5667, loss: 1.5667, grad_norm: 17.1824 2020-08-02 00:38:24,573 - mmaction - INFO - Epoch [27][1280/2505] lr: 5.000e-04, eta: 1 day, 21:27:33, time: 2.067, data_time: 0.008, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8260, loss_cls: 1.5430, loss: 1.5430, grad_norm: 17.2944 2020-08-02 00:39:06,637 - mmaction - INFO - Epoch [27][1300/2505] lr: 5.000e-04, eta: 1 day, 21:27:47, time: 2.121, data_time: 0.023, memory: 8520, top1_acc: 0.6755, top5_acc: 0.8276, loss_cls: 1.5121, loss: 1.5121, grad_norm: 17.0552 2020-08-02 00:39:48,510 - mmaction - INFO - Epoch [27][1320/2505] lr: 5.000e-04, eta: 1 day, 21:27:27, time: 2.093, data_time: 0.008, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8344, loss_cls: 1.5636, loss: 1.5636, grad_norm: 17.1896 2020-08-02 00:40:27,852 - mmaction - INFO - Epoch [27][1340/2505] lr: 5.000e-04, eta: 1 day, 21:24:37, time: 1.967, data_time: 0.006, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8323, loss_cls: 1.5366, loss: 1.5366, grad_norm: 17.0811 2020-08-02 00:41:09,882 - mmaction - INFO - Epoch [27][1360/2505] lr: 5.000e-04, eta: 1 day, 21:24:13, time: 2.089, data_time: 0.008, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8312, loss_cls: 1.5679, loss: 1.5679, grad_norm: 17.3648 2020-08-02 00:41:50,034 - mmaction - INFO - Epoch [27][1380/2505] lr: 5.000e-04, eta: 1 day, 21:22:12, time: 2.004, data_time: 0.017, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8266, loss_cls: 1.6130, loss: 1.6130, grad_norm: 17.2591 2020-08-02 00:42:32,768 - mmaction - INFO - Epoch [27][1400/2505] lr: 5.000e-04, eta: 1 day, 21:22:59, time: 2.152, data_time: 0.023, memory: 8520, top1_acc: 0.6625, top5_acc: 0.8380, loss_cls: 1.5333, loss: 1.5333, grad_norm: 17.1133 2020-08-02 00:43:14,217 - mmaction - INFO - Epoch [27][1420/2505] lr: 5.000e-04, eta: 1 day, 21:22:06, time: 2.064, data_time: 0.006, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8260, loss_cls: 1.5894, loss: 1.5894, grad_norm: 17.8520 2020-08-02 00:43:54,664 - mmaction - INFO - Epoch [27][1440/2505] lr: 5.000e-04, eta: 1 day, 21:20:14, time: 2.009, data_time: 0.020, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8474, loss_cls: 1.5136, loss: 1.5136, grad_norm: 16.7161 2020-08-02 00:44:36,685 - mmaction - INFO - Epoch [27][1460/2505] lr: 5.000e-04, eta: 1 day, 21:20:25, time: 2.123, data_time: 0.035, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8333, loss_cls: 1.5611, loss: 1.5611, grad_norm: 17.3641 2020-08-02 00:45:16,530 - mmaction - INFO - Epoch [27][1480/2505] lr: 5.000e-04, eta: 1 day, 21:18:17, time: 1.992, data_time: 0.010, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8323, loss_cls: 1.5280, loss: 1.5280, grad_norm: 16.8631 2020-08-02 00:45:56,697 - mmaction - INFO - Epoch [27][1500/2505] lr: 5.000e-04, eta: 1 day, 21:16:28, time: 2.008, data_time: 0.007, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8141, loss_cls: 1.6363, loss: 1.6363, grad_norm: 16.7194 2020-08-02 00:46:36,553 - mmaction - INFO - Epoch [27][1520/2505] lr: 5.000e-04, eta: 1 day, 21:14:25, time: 1.993, data_time: 0.005, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8292, loss_cls: 1.6008, loss: 1.6008, grad_norm: 17.2543 2020-08-02 00:47:17,365 - mmaction - INFO - Epoch [27][1540/2505] lr: 5.000e-04, eta: 1 day, 21:13:13, time: 2.041, data_time: 0.007, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8271, loss_cls: 1.5890, loss: 1.5890, grad_norm: 16.9331 2020-08-02 00:47:58,874 - mmaction - INFO - Epoch [27][1560/2505] lr: 5.000e-04, eta: 1 day, 21:12:36, time: 2.075, data_time: 0.007, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8443, loss_cls: 1.5133, loss: 1.5133, grad_norm: 17.1408 2020-08-02 00:48:38,465 - mmaction - INFO - Epoch [27][1580/2505] lr: 5.000e-04, eta: 1 day, 21:10:24, time: 1.980, data_time: 0.007, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8234, loss_cls: 1.6230, loss: 1.6230, grad_norm: 17.5811 2020-08-02 00:49:19,009 - mmaction - INFO - Epoch [27][1600/2505] lr: 5.000e-04, eta: 1 day, 21:09:01, time: 2.027, data_time: 0.011, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8370, loss_cls: 1.5620, loss: 1.5620, grad_norm: 17.1271 2020-08-02 00:50:00,658 - mmaction - INFO - Epoch [27][1620/2505] lr: 5.000e-04, eta: 1 day, 21:08:33, time: 2.083, data_time: 0.010, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8448, loss_cls: 1.5270, loss: 1.5270, grad_norm: 17.3289 2020-08-02 00:50:41,097 - mmaction - INFO - Epoch [27][1640/2505] lr: 5.000e-04, eta: 1 day, 21:06:52, time: 2.007, data_time: 0.006, memory: 8520, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.4341, loss: 1.4341, grad_norm: 16.5275 2020-08-02 00:51:20,581 - mmaction - INFO - Epoch [27][1660/2505] lr: 5.000e-04, eta: 1 day, 21:04:45, time: 1.979, data_time: 0.020, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8302, loss_cls: 1.5663, loss: 1.5663, grad_norm: 16.7960 2020-08-02 00:52:02,877 - mmaction - INFO - Epoch [27][1680/2505] lr: 5.000e-04, eta: 1 day, 21:04:58, time: 2.125, data_time: 0.020, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8292, loss_cls: 1.5213, loss: 1.5213, grad_norm: 16.6070 2020-08-02 00:52:43,613 - mmaction - INFO - Epoch [27][1700/2505] lr: 5.000e-04, eta: 1 day, 21:03:47, time: 2.037, data_time: 0.006, memory: 8520, top1_acc: 0.6656, top5_acc: 0.8385, loss_cls: 1.5185, loss: 1.5185, grad_norm: 17.0861 2020-08-02 00:53:24,772 - mmaction - INFO - Epoch [27][1720/2505] lr: 5.000e-04, eta: 1 day, 21:02:57, time: 2.058, data_time: 0.007, memory: 8520, top1_acc: 0.6406, top5_acc: 0.8307, loss_cls: 1.5878, loss: 1.5878, grad_norm: 17.0149 2020-08-02 00:54:05,985 - mmaction - INFO - Epoch [27][1740/2505] lr: 5.000e-04, eta: 1 day, 21:01:56, time: 2.045, data_time: 0.008, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8115, loss_cls: 1.6335, loss: 1.6335, grad_norm: 16.9324 2020-08-02 00:54:47,755 - mmaction - INFO - Epoch [27][1760/2505] lr: 5.000e-04, eta: 1 day, 21:01:47, time: 2.104, data_time: 0.028, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8401, loss_cls: 1.5000, loss: 1.5000, grad_norm: 17.3849 2020-08-02 00:55:28,986 - mmaction - INFO - Epoch [27][1780/2505] lr: 5.000e-04, eta: 1 day, 21:01:00, time: 2.061, data_time: 0.008, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8438, loss_cls: 1.5320, loss: 1.5320, grad_norm: 17.0198 2020-08-02 00:56:09,135 - mmaction - INFO - Epoch [27][1800/2505] lr: 5.000e-04, eta: 1 day, 20:59:27, time: 2.009, data_time: 0.007, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8276, loss_cls: 1.5536, loss: 1.5536, grad_norm: 16.9429 2020-08-02 00:56:49,978 - mmaction - INFO - Epoch [27][1820/2505] lr: 5.000e-04, eta: 1 day, 20:58:24, time: 2.042, data_time: 0.007, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8250, loss_cls: 1.5937, loss: 1.5937, grad_norm: 16.8560 2020-08-02 00:57:31,757 - mmaction - INFO - Epoch [27][1840/2505] lr: 5.000e-04, eta: 1 day, 20:58:01, time: 2.088, data_time: 0.010, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8318, loss_cls: 1.5502, loss: 1.5502, grad_norm: 16.9374 2020-08-02 00:58:11,540 - mmaction - INFO - Epoch [27][1860/2505] lr: 5.000e-04, eta: 1 day, 20:56:04, time: 1.977, data_time: 0.008, memory: 8520, top1_acc: 0.6562, top5_acc: 0.8307, loss_cls: 1.5908, loss: 1.5908, grad_norm: 17.1350 2020-08-02 00:58:51,818 - mmaction - INFO - Epoch [27][1880/2505] lr: 5.000e-04, eta: 1 day, 20:54:50, time: 2.026, data_time: 0.021, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8286, loss_cls: 1.5185, loss: 1.5185, grad_norm: 16.7164 2020-08-02 00:59:33,831 - mmaction - INFO - Epoch [27][1900/2505] lr: 5.000e-04, eta: 1 day, 20:54:37, time: 2.101, data_time: 0.008, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8359, loss_cls: 1.5734, loss: 1.5734, grad_norm: 16.9770 2020-08-02 01:00:15,910 - mmaction - INFO - Epoch [27][1920/2505] lr: 5.000e-04, eta: 1 day, 20:54:10, time: 2.083, data_time: 0.007, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8375, loss_cls: 1.5490, loss: 1.5490, grad_norm: 17.2680 2020-08-02 01:00:56,886 - mmaction - INFO - Epoch [27][1940/2505] lr: 5.000e-04, eta: 1 day, 20:53:15, time: 2.049, data_time: 0.029, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8198, loss_cls: 1.5980, loss: 1.5980, grad_norm: 17.5175 2020-08-02 01:01:38,966 - mmaction - INFO - Epoch [27][1960/2505] lr: 5.000e-04, eta: 1 day, 20:53:21, time: 2.125, data_time: 0.036, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8146, loss_cls: 1.6479, loss: 1.6479, grad_norm: 17.5878 2020-08-02 01:02:19,514 - mmaction - INFO - Epoch [27][1980/2505] lr: 5.000e-04, eta: 1 day, 20:52:09, time: 2.028, data_time: 0.006, memory: 8520, top1_acc: 0.6271, top5_acc: 0.8240, loss_cls: 1.6490, loss: 1.6490, grad_norm: 17.4599 2020-08-02 01:03:01,100 - mmaction - INFO - Epoch [27][2000/2505] lr: 5.000e-04, eta: 1 day, 20:51:17, time: 2.053, data_time: 0.010, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8318, loss_cls: 1.5792, loss: 1.5792, grad_norm: 16.5174 2020-08-02 01:03:43,942 - mmaction - INFO - Epoch [27][2020/2505] lr: 5.000e-04, eta: 1 day, 20:51:55, time: 2.168, data_time: 0.036, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8281, loss_cls: 1.5812, loss: 1.5812, grad_norm: 17.2870 2020-08-02 01:04:26,624 - mmaction - INFO - Epoch [27][2040/2505] lr: 5.000e-04, eta: 1 day, 20:52:00, time: 2.128, data_time: 0.007, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8354, loss_cls: 1.5464, loss: 1.5464, grad_norm: 16.8117 2020-08-02 01:05:06,457 - mmaction - INFO - Epoch [27][2060/2505] lr: 5.000e-04, eta: 1 day, 20:50:26, time: 1.998, data_time: 0.018, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8302, loss_cls: 1.5442, loss: 1.5442, grad_norm: 17.0474 2020-08-02 01:05:46,882 - mmaction - INFO - Epoch [27][2080/2505] lr: 5.000e-04, eta: 1 day, 20:48:57, time: 2.003, data_time: 0.011, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8276, loss_cls: 1.5534, loss: 1.5534, grad_norm: 16.6781 2020-08-02 01:06:28,990 - mmaction - INFO - Epoch [27][2100/2505] lr: 5.000e-04, eta: 1 day, 20:48:58, time: 2.123, data_time: 0.031, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8187, loss_cls: 1.5944, loss: 1.5944, grad_norm: 17.1767 2020-08-02 01:07:08,777 - mmaction - INFO - Epoch [27][2120/2505] lr: 5.000e-04, eta: 1 day, 20:47:19, time: 1.989, data_time: 0.007, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8146, loss_cls: 1.6034, loss: 1.6034, grad_norm: 16.8065 2020-08-02 01:07:50,588 - mmaction - INFO - Epoch [27][2140/2505] lr: 5.000e-04, eta: 1 day, 20:46:54, time: 2.089, data_time: 0.007, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8193, loss_cls: 1.6377, loss: 1.6377, grad_norm: 17.1914 2020-08-02 01:08:32,413 - mmaction - INFO - Epoch [27][2160/2505] lr: 5.000e-04, eta: 1 day, 20:46:33, time: 2.094, data_time: 0.011, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8380, loss_cls: 1.5251, loss: 1.5251, grad_norm: 16.0948 2020-08-02 01:09:13,719 - mmaction - INFO - Epoch [27][2180/2505] lr: 5.000e-04, eta: 1 day, 20:45:50, time: 2.064, data_time: 0.008, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8328, loss_cls: 1.5926, loss: 1.5926, grad_norm: 17.3976 2020-08-02 01:09:55,078 - mmaction - INFO - Epoch [27][2200/2505] lr: 5.000e-04, eta: 1 day, 20:44:59, time: 2.054, data_time: 0.009, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8401, loss_cls: 1.5271, loss: 1.5271, grad_norm: 16.5750 2020-08-02 01:10:36,426 - mmaction - INFO - Epoch [27][2220/2505] lr: 5.000e-04, eta: 1 day, 20:44:19, time: 2.068, data_time: 0.022, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8307, loss_cls: 1.5816, loss: 1.5816, grad_norm: 17.0758 2020-08-02 01:11:17,469 - mmaction - INFO - Epoch [27][2240/2505] lr: 5.000e-04, eta: 1 day, 20:43:23, time: 2.046, data_time: 0.023, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8312, loss_cls: 1.5865, loss: 1.5865, grad_norm: 17.1629 2020-08-02 01:12:01,167 - mmaction - INFO - Epoch [27][2260/2505] lr: 5.000e-04, eta: 1 day, 20:44:18, time: 2.205, data_time: 0.037, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8224, loss_cls: 1.5848, loss: 1.5848, grad_norm: 17.5369 2020-08-02 01:12:41,785 - mmaction - INFO - Epoch [27][2280/2505] lr: 5.000e-04, eta: 1 day, 20:43:11, time: 2.030, data_time: 0.006, memory: 8520, top1_acc: 0.6406, top5_acc: 0.8245, loss_cls: 1.6052, loss: 1.6052, grad_norm: 17.3932 2020-08-02 01:13:23,386 - mmaction - INFO - Epoch [27][2300/2505] lr: 5.000e-04, eta: 1 day, 20:42:39, time: 2.081, data_time: 0.009, memory: 8520, top1_acc: 0.6651, top5_acc: 0.8328, loss_cls: 1.5361, loss: 1.5361, grad_norm: 16.7045 2020-08-02 01:14:06,304 - mmaction - INFO - Epoch [27][2320/2505] lr: 5.000e-04, eta: 1 day, 20:42:50, time: 2.145, data_time: 0.008, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8099, loss_cls: 1.6375, loss: 1.6375, grad_norm: 17.2465 2020-08-02 01:14:47,729 - mmaction - INFO - Epoch [27][2340/2505] lr: 5.000e-04, eta: 1 day, 20:42:04, time: 2.060, data_time: 0.009, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8391, loss_cls: 1.5659, loss: 1.5659, grad_norm: 16.9369 2020-08-02 01:15:29,353 - mmaction - INFO - Epoch [27][2360/2505] lr: 5.000e-04, eta: 1 day, 20:41:38, time: 2.092, data_time: 0.021, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8323, loss_cls: 1.6003, loss: 1.6003, grad_norm: 17.7481 2020-08-02 01:16:10,427 - mmaction - INFO - Epoch [27][2380/2505] lr: 5.000e-04, eta: 1 day, 20:40:48, time: 2.054, data_time: 0.007, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4895, loss: 1.4895, grad_norm: 16.7611 2020-08-02 01:16:51,976 - mmaction - INFO - Epoch [27][2400/2505] lr: 5.000e-04, eta: 1 day, 20:40:12, time: 2.077, data_time: 0.007, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8234, loss_cls: 1.6237, loss: 1.6237, grad_norm: 17.2827 2020-08-02 01:17:34,355 - mmaction - INFO - Epoch [27][2420/2505] lr: 5.000e-04, eta: 1 day, 20:40:04, time: 2.120, data_time: 0.008, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8203, loss_cls: 1.6049, loss: 1.6049, grad_norm: 16.7744 2020-08-02 01:18:15,034 - mmaction - INFO - Epoch [27][2440/2505] lr: 5.000e-04, eta: 1 day, 20:38:37, time: 1.997, data_time: 0.008, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8250, loss_cls: 1.5805, loss: 1.5805, grad_norm: 17.2062 2020-08-02 01:18:57,881 - mmaction - INFO - Epoch [27][2460/2505] lr: 5.000e-04, eta: 1 day, 20:39:06, time: 2.179, data_time: 0.050, memory: 8520, top1_acc: 0.6323, top5_acc: 0.8229, loss_cls: 1.6061, loss: 1.6061, grad_norm: 17.4375 2020-08-02 01:19:38,361 - mmaction - INFO - Epoch [27][2480/2505] lr: 5.000e-04, eta: 1 day, 20:37:44, time: 2.004, data_time: 0.007, memory: 8520, top1_acc: 0.6443, top5_acc: 0.8234, loss_cls: 1.5861, loss: 1.5861, grad_norm: 17.0311 2020-08-02 01:20:20,724 - mmaction - INFO - Epoch [27][2500/2505] lr: 5.000e-04, eta: 1 day, 20:37:44, time: 2.136, data_time: 0.034, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8177, loss_cls: 1.6145, loss: 1.6145, grad_norm: 17.4241 2020-08-02 01:21:37,255 - mmaction - INFO - Epoch [28][20/2505] lr: 5.000e-04, eta: 1 day, 20:43:37, time: 3.243, data_time: 1.220, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8292, loss_cls: 1.5338, loss: 1.5338, grad_norm: 16.4447 2020-08-02 01:22:18,447 - mmaction - INFO - Epoch [28][40/2505] lr: 5.000e-04, eta: 1 day, 20:42:39, time: 2.047, data_time: 0.010, memory: 8520, top1_acc: 0.6688, top5_acc: 0.8474, loss_cls: 1.5034, loss: 1.5034, grad_norm: 16.5297 2020-08-02 01:22:58,396 - mmaction - INFO - Epoch [28][60/2505] lr: 5.000e-04, eta: 1 day, 20:41:06, time: 1.989, data_time: 0.019, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8401, loss_cls: 1.5348, loss: 1.5348, grad_norm: 16.8777 2020-08-02 01:23:40,693 - mmaction - INFO - Epoch [28][80/2505] lr: 5.000e-04, eta: 1 day, 20:41:02, time: 2.135, data_time: 0.035, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8406, loss_cls: 1.5348, loss: 1.5348, grad_norm: 17.1806 2020-08-02 01:24:22,160 - mmaction - INFO - Epoch [28][100/2505] lr: 5.000e-04, eta: 1 day, 20:40:21, time: 2.074, data_time: 0.005, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8271, loss_cls: 1.5736, loss: 1.5736, grad_norm: 16.7199 2020-08-02 01:25:02,532 - mmaction - INFO - Epoch [28][120/2505] lr: 5.000e-04, eta: 1 day, 20:39:07, time: 2.019, data_time: 0.006, memory: 8520, top1_acc: 0.6443, top5_acc: 0.8240, loss_cls: 1.5826, loss: 1.5826, grad_norm: 17.5236 2020-08-02 01:25:44,319 - mmaction - INFO - Epoch [28][140/2505] lr: 5.000e-04, eta: 1 day, 20:38:35, time: 2.089, data_time: 0.006, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8354, loss_cls: 1.5663, loss: 1.5663, grad_norm: 16.7401 2020-08-02 01:26:25,390 - mmaction - INFO - Epoch [28][160/2505] lr: 5.000e-04, eta: 1 day, 20:37:33, time: 2.038, data_time: 0.007, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8385, loss_cls: 1.5398, loss: 1.5398, grad_norm: 17.3842 2020-08-02 01:27:06,377 - mmaction - INFO - Epoch [28][180/2505] lr: 5.000e-04, eta: 1 day, 20:36:41, time: 2.055, data_time: 0.024, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.5115, loss: 1.5115, grad_norm: 16.8357 2020-08-02 01:27:49,058 - mmaction - INFO - Epoch [28][200/2505] lr: 5.000e-04, eta: 1 day, 20:36:39, time: 2.143, data_time: 0.021, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8464, loss_cls: 1.4863, loss: 1.4863, grad_norm: 16.5065 2020-08-02 01:28:30,618 - mmaction - INFO - Epoch [28][220/2505] lr: 5.000e-04, eta: 1 day, 20:36:01, time: 2.079, data_time: 0.008, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8401, loss_cls: 1.5555, loss: 1.5555, grad_norm: 16.7441 2020-08-02 01:29:12,646 - mmaction - INFO - Epoch [28][240/2505] lr: 5.000e-04, eta: 1 day, 20:35:35, time: 2.101, data_time: 0.006, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8417, loss_cls: 1.5334, loss: 1.5334, grad_norm: 16.6833 2020-08-02 01:29:54,968 - mmaction - INFO - Epoch [28][260/2505] lr: 5.000e-04, eta: 1 day, 20:35:17, time: 2.116, data_time: 0.009, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8250, loss_cls: 1.5535, loss: 1.5535, grad_norm: 16.6850 2020-08-02 01:30:34,894 - mmaction - INFO - Epoch [28][280/2505] lr: 5.000e-04, eta: 1 day, 20:33:43, time: 1.979, data_time: 0.006, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8359, loss_cls: 1.5525, loss: 1.5525, grad_norm: 16.6974 2020-08-02 01:31:16,521 - mmaction - INFO - Epoch [28][300/2505] lr: 5.000e-04, eta: 1 day, 20:33:12, time: 2.093, data_time: 0.025, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8302, loss_cls: 1.5050, loss: 1.5050, grad_norm: 16.7037 2020-08-02 01:31:57,410 - mmaction - INFO - Epoch [28][320/2505] lr: 5.000e-04, eta: 1 day, 20:32:08, time: 2.032, data_time: 0.016, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8375, loss_cls: 1.5212, loss: 1.5212, grad_norm: 17.7796 2020-08-02 01:32:39,409 - mmaction - INFO - Epoch [28][340/2505] lr: 5.000e-04, eta: 1 day, 20:31:51, time: 2.117, data_time: 0.026, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8385, loss_cls: 1.5368, loss: 1.5368, grad_norm: 16.8294 2020-08-02 01:33:21,107 - mmaction - INFO - Epoch [28][360/2505] lr: 5.000e-04, eta: 1 day, 20:31:16, time: 2.086, data_time: 0.008, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8349, loss_cls: 1.5362, loss: 1.5362, grad_norm: 17.1693 2020-08-02 01:34:01,065 - mmaction - INFO - Epoch [28][380/2505] lr: 5.000e-04, eta: 1 day, 20:29:54, time: 1.998, data_time: 0.008, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8417, loss_cls: 1.5545, loss: 1.5545, grad_norm: 16.7720 2020-08-02 01:34:41,836 - mmaction - INFO - Epoch [28][400/2505] lr: 5.000e-04, eta: 1 day, 20:28:54, time: 2.038, data_time: 0.006, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8172, loss_cls: 1.6029, loss: 1.6029, grad_norm: 17.3995 2020-08-02 01:35:23,857 - mmaction - INFO - Epoch [28][420/2505] lr: 5.000e-04, eta: 1 day, 20:28:27, time: 2.101, data_time: 0.009, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8344, loss_cls: 1.5626, loss: 1.5626, grad_norm: 17.3957 2020-08-02 01:36:05,510 - mmaction - INFO - Epoch [28][440/2505] lr: 5.000e-04, eta: 1 day, 20:27:41, time: 2.063, data_time: 0.009, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8297, loss_cls: 1.5580, loss: 1.5580, grad_norm: 16.7667 2020-08-02 01:36:47,965 - mmaction - INFO - Epoch [28][460/2505] lr: 5.000e-04, eta: 1 day, 20:27:35, time: 2.141, data_time: 0.024, memory: 8520, top1_acc: 0.6677, top5_acc: 0.8411, loss_cls: 1.4950, loss: 1.4950, grad_norm: 16.9124 2020-08-02 01:37:29,624 - mmaction - INFO - Epoch [28][480/2505] lr: 5.000e-04, eta: 1 day, 20:26:59, time: 2.084, data_time: 0.008, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8167, loss_cls: 1.6090, loss: 1.6090, grad_norm: 16.9976 2020-08-02 01:38:09,375 - mmaction - INFO - Epoch [28][500/2505] lr: 5.000e-04, eta: 1 day, 20:25:24, time: 1.970, data_time: 0.008, memory: 8520, top1_acc: 0.6240, top5_acc: 0.8214, loss_cls: 1.6505, loss: 1.6505, grad_norm: 18.0846 2020-08-02 01:38:50,275 - mmaction - INFO - Epoch [28][520/2505] lr: 5.000e-04, eta: 1 day, 20:24:33, time: 2.054, data_time: 0.032, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8307, loss_cls: 1.6181, loss: 1.6181, grad_norm: 17.2170 2020-08-02 01:39:32,183 - mmaction - INFO - Epoch [28][540/2505] lr: 5.000e-04, eta: 1 day, 20:24:08, time: 2.104, data_time: 0.026, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8286, loss_cls: 1.5298, loss: 1.5298, grad_norm: 16.8559 2020-08-02 01:40:13,274 - mmaction - INFO - Epoch [28][560/2505] lr: 5.000e-04, eta: 1 day, 20:23:18, time: 2.056, data_time: 0.005, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8370, loss_cls: 1.5494, loss: 1.5494, grad_norm: 17.0376 2020-08-02 01:40:53,835 - mmaction - INFO - Epoch [28][580/2505] lr: 5.000e-04, eta: 1 day, 20:22:13, time: 2.027, data_time: 0.008, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8302, loss_cls: 1.5445, loss: 1.5445, grad_norm: 17.0234 2020-08-02 01:41:34,061 - mmaction - INFO - Epoch [28][600/2505] lr: 5.000e-04, eta: 1 day, 20:21:01, time: 2.011, data_time: 0.009, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8297, loss_cls: 1.5490, loss: 1.5490, grad_norm: 16.5605 2020-08-02 01:42:17,470 - mmaction - INFO - Epoch [28][620/2505] lr: 5.000e-04, eta: 1 day, 20:21:05, time: 2.163, data_time: 0.008, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8453, loss_cls: 1.5163, loss: 1.5163, grad_norm: 17.3019 2020-08-02 01:42:57,863 - mmaction - INFO - Epoch [28][640/2505] lr: 5.000e-04, eta: 1 day, 20:19:54, time: 2.014, data_time: 0.015, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8250, loss_cls: 1.5354, loss: 1.5354, grad_norm: 17.0626 2020-08-02 01:43:39,695 - mmaction - INFO - Epoch [28][660/2505] lr: 5.000e-04, eta: 1 day, 20:19:29, time: 2.105, data_time: 0.019, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8219, loss_cls: 1.6394, loss: 1.6394, grad_norm: 18.0914 2020-08-02 01:44:20,421 - mmaction - INFO - Epoch [28][680/2505] lr: 5.000e-04, eta: 1 day, 20:18:22, time: 2.020, data_time: 0.010, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8318, loss_cls: 1.6116, loss: 1.6116, grad_norm: 17.5984 2020-08-02 01:45:00,218 - mmaction - INFO - Epoch [28][700/2505] lr: 5.000e-04, eta: 1 day, 20:17:00, time: 1.989, data_time: 0.023, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8432, loss_cls: 1.5366, loss: 1.5366, grad_norm: 17.7604 2020-08-02 01:45:41,494 - mmaction - INFO - Epoch [28][720/2505] lr: 5.000e-04, eta: 1 day, 20:16:24, time: 2.082, data_time: 0.030, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8448, loss_cls: 1.5398, loss: 1.5398, grad_norm: 17.0262 2020-08-02 01:46:22,823 - mmaction - INFO - Epoch [28][740/2505] lr: 5.000e-04, eta: 1 day, 20:15:40, time: 2.067, data_time: 0.007, memory: 8520, top1_acc: 0.6719, top5_acc: 0.8453, loss_cls: 1.4862, loss: 1.4862, grad_norm: 17.5895 2020-08-02 01:47:02,863 - mmaction - INFO - Epoch [28][760/2505] lr: 5.000e-04, eta: 1 day, 20:14:26, time: 2.002, data_time: 0.006, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8365, loss_cls: 1.5545, loss: 1.5545, grad_norm: 17.7791 2020-08-02 01:47:44,199 - mmaction - INFO - Epoch [28][780/2505] lr: 5.000e-04, eta: 1 day, 20:13:42, time: 2.067, data_time: 0.005, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8354, loss_cls: 1.5065, loss: 1.5065, grad_norm: 16.9640 2020-08-02 01:48:24,611 - mmaction - INFO - Epoch [28][800/2505] lr: 5.000e-04, eta: 1 day, 20:12:37, time: 2.020, data_time: 0.006, memory: 8520, top1_acc: 0.6583, top5_acc: 0.8313, loss_cls: 1.5491, loss: 1.5491, grad_norm: 16.5232 2020-08-02 01:49:04,206 - mmaction - INFO - Epoch [28][820/2505] lr: 5.000e-04, eta: 1 day, 20:11:14, time: 1.980, data_time: 0.007, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8292, loss_cls: 1.5691, loss: 1.5691, grad_norm: 17.1925 2020-08-02 01:49:45,410 - mmaction - INFO - Epoch [28][840/2505] lr: 5.000e-04, eta: 1 day, 20:10:20, time: 2.043, data_time: 0.006, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8130, loss_cls: 1.6694, loss: 1.6694, grad_norm: 17.9061 2020-08-02 01:50:27,642 - mmaction - INFO - Epoch [28][860/2505] lr: 5.000e-04, eta: 1 day, 20:10:05, time: 2.128, data_time: 0.025, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8297, loss_cls: 1.5868, loss: 1.5868, grad_norm: 17.7914 2020-08-02 01:51:08,919 - mmaction - INFO - Epoch [28][880/2505] lr: 5.000e-04, eta: 1 day, 20:09:21, time: 2.063, data_time: 0.009, memory: 8520, top1_acc: 0.6667, top5_acc: 0.8349, loss_cls: 1.4996, loss: 1.4996, grad_norm: 15.8779 2020-08-02 01:51:49,869 - mmaction - INFO - Epoch [28][900/2505] lr: 5.000e-04, eta: 1 day, 20:08:29, time: 2.048, data_time: 0.009, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8333, loss_cls: 1.5218, loss: 1.5218, grad_norm: 16.7254 2020-08-02 01:52:30,781 - mmaction - INFO - Epoch [28][920/2505] lr: 5.000e-04, eta: 1 day, 20:07:33, time: 2.039, data_time: 0.006, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8464, loss_cls: 1.5096, loss: 1.5096, grad_norm: 17.1136 2020-08-02 01:53:11,386 - mmaction - INFO - Epoch [28][940/2505] lr: 5.000e-04, eta: 1 day, 20:06:31, time: 2.023, data_time: 0.020, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8156, loss_cls: 1.6115, loss: 1.6115, grad_norm: 16.9512 2020-08-02 01:53:51,208 - mmaction - INFO - Epoch [28][960/2505] lr: 5.000e-04, eta: 1 day, 20:05:13, time: 1.987, data_time: 0.021, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8255, loss_cls: 1.6048, loss: 1.6048, grad_norm: 17.1148 2020-08-02 01:54:31,495 - mmaction - INFO - Epoch [28][980/2505] lr: 5.000e-04, eta: 1 day, 20:04:09, time: 2.018, data_time: 0.030, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8417, loss_cls: 1.4880, loss: 1.4880, grad_norm: 16.7620 2020-08-02 01:55:13,006 - mmaction - INFO - Epoch [28][1000/2505] lr: 5.000e-04, eta: 1 day, 20:03:37, time: 2.090, data_time: 0.024, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8344, loss_cls: 1.5510, loss: 1.5510, grad_norm: 16.6927 2020-08-02 01:55:53,035 - mmaction - INFO - Epoch [28][1020/2505] lr: 5.000e-04, eta: 1 day, 20:02:26, time: 2.002, data_time: 0.012, memory: 8520, top1_acc: 0.6333, top5_acc: 0.8292, loss_cls: 1.6377, loss: 1.6377, grad_norm: 17.2401 2020-08-02 01:56:33,354 - mmaction - INFO - Epoch [28][1040/2505] lr: 5.000e-04, eta: 1 day, 20:01:22, time: 2.015, data_time: 0.005, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8505, loss_cls: 1.4807, loss: 1.4807, grad_norm: 16.7601 2020-08-02 01:57:13,796 - mmaction - INFO - Epoch [28][1060/2505] lr: 5.000e-04, eta: 1 day, 20:00:20, time: 2.022, data_time: 0.008, memory: 8520, top1_acc: 0.6729, top5_acc: 0.8318, loss_cls: 1.5374, loss: 1.5374, grad_norm: 16.5098 2020-08-02 01:57:56,025 - mmaction - INFO - Epoch [28][1080/2505] lr: 5.000e-04, eta: 1 day, 19:59:50, time: 2.095, data_time: 0.009, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8307, loss_cls: 1.5586, loss: 1.5586, grad_norm: 17.7662 2020-08-02 01:58:37,555 - mmaction - INFO - Epoch [28][1100/2505] lr: 5.000e-04, eta: 1 day, 19:59:12, time: 2.076, data_time: 0.022, memory: 8520, top1_acc: 0.6703, top5_acc: 0.8292, loss_cls: 1.5315, loss: 1.5315, grad_norm: 16.9420 2020-08-02 01:59:17,723 - mmaction - INFO - Epoch [28][1120/2505] lr: 5.000e-04, eta: 1 day, 19:58:06, time: 2.010, data_time: 0.022, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8422, loss_cls: 1.5000, loss: 1.5000, grad_norm: 17.3594 2020-08-02 01:59:57,782 - mmaction - INFO - Epoch [28][1140/2505] lr: 5.000e-04, eta: 1 day, 19:56:58, time: 2.005, data_time: 0.021, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8370, loss_cls: 1.5143, loss: 1.5143, grad_norm: 17.2149 2020-08-02 02:00:41,955 - mmaction - INFO - Epoch [28][1160/2505] lr: 5.000e-04, eta: 1 day, 19:57:10, time: 2.195, data_time: 0.019, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8302, loss_cls: 1.5684, loss: 1.5684, grad_norm: 17.2613 2020-08-02 02:01:22,563 - mmaction - INFO - Epoch [28][1180/2505] lr: 5.000e-04, eta: 1 day, 19:56:16, time: 2.038, data_time: 0.038, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8271, loss_cls: 1.5764, loss: 1.5764, grad_norm: 17.0135 2020-08-02 02:02:04,073 - mmaction - INFO - Epoch [28][1200/2505] lr: 5.000e-04, eta: 1 day, 19:55:46, time: 2.096, data_time: 0.030, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8214, loss_cls: 1.6267, loss: 1.6267, grad_norm: 17.0106 2020-08-02 02:02:45,851 - mmaction - INFO - Epoch [28][1220/2505] lr: 5.000e-04, eta: 1 day, 19:55:13, time: 2.090, data_time: 0.004, memory: 8520, top1_acc: 0.6411, top5_acc: 0.8187, loss_cls: 1.5908, loss: 1.5908, grad_norm: 17.5097 2020-08-02 02:03:28,610 - mmaction - INFO - Epoch [28][1240/2505] lr: 5.000e-04, eta: 1 day, 19:54:59, time: 2.136, data_time: 0.007, memory: 8520, top1_acc: 0.6323, top5_acc: 0.8208, loss_cls: 1.6219, loss: 1.6219, grad_norm: 17.4845 2020-08-02 02:04:10,731 - mmaction - INFO - Epoch [28][1260/2505] lr: 5.000e-04, eta: 1 day, 19:54:33, time: 2.106, data_time: 0.008, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8328, loss_cls: 1.5574, loss: 1.5574, grad_norm: 17.2128 2020-08-02 02:04:52,037 - mmaction - INFO - Epoch [28][1280/2505] lr: 5.000e-04, eta: 1 day, 19:53:46, time: 2.055, data_time: 0.008, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8307, loss_cls: 1.5698, loss: 1.5698, grad_norm: 17.5698 2020-08-02 02:05:31,936 - mmaction - INFO - Epoch [28][1300/2505] lr: 5.000e-04, eta: 1 day, 19:52:31, time: 1.985, data_time: 0.019, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8307, loss_cls: 1.5222, loss: 1.5222, grad_norm: 16.9558 2020-08-02 02:06:12,413 - mmaction - INFO - Epoch [28][1320/2505] lr: 5.000e-04, eta: 1 day, 19:51:32, time: 2.024, data_time: 0.026, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8307, loss_cls: 1.5674, loss: 1.5674, grad_norm: 16.9843 2020-08-02 02:06:54,466 - mmaction - INFO - Epoch [28][1340/2505] lr: 5.000e-04, eta: 1 day, 19:51:12, time: 2.122, data_time: 0.028, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8313, loss_cls: 1.5645, loss: 1.5645, grad_norm: 16.5779 2020-08-02 02:07:34,093 - mmaction - INFO - Epoch [28][1360/2505] lr: 5.000e-04, eta: 1 day, 19:49:56, time: 1.982, data_time: 0.005, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8339, loss_cls: 1.5511, loss: 1.5511, grad_norm: 16.8137 2020-08-02 02:08:14,525 - mmaction - INFO - Epoch [28][1380/2505] lr: 5.000e-04, eta: 1 day, 19:48:56, time: 2.020, data_time: 0.005, memory: 8520, top1_acc: 0.6292, top5_acc: 0.8229, loss_cls: 1.6315, loss: 1.6315, grad_norm: 18.5669 2020-08-02 02:08:54,635 - mmaction - INFO - Epoch [28][1400/2505] lr: 5.000e-04, eta: 1 day, 19:47:50, time: 2.006, data_time: 0.008, memory: 8520, top1_acc: 0.6755, top5_acc: 0.8396, loss_cls: 1.4762, loss: 1.4762, grad_norm: 17.4847 2020-08-02 02:09:36,122 - mmaction - INFO - Epoch [28][1420/2505] lr: 5.000e-04, eta: 1 day, 19:47:12, time: 2.074, data_time: 0.007, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8344, loss_cls: 1.5015, loss: 1.5015, grad_norm: 16.8202 2020-08-02 02:10:16,903 - mmaction - INFO - Epoch [28][1440/2505] lr: 5.000e-04, eta: 1 day, 19:46:18, time: 2.036, data_time: 0.005, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8292, loss_cls: 1.5788, loss: 1.5788, grad_norm: 16.7602 2020-08-02 02:10:58,407 - mmaction - INFO - Epoch [28][1460/2505] lr: 5.000e-04, eta: 1 day, 19:45:36, time: 2.066, data_time: 0.009, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.5362, loss: 1.5362, grad_norm: 17.4004 2020-08-02 02:11:40,289 - mmaction - INFO - Epoch [28][1480/2505] lr: 5.000e-04, eta: 1 day, 19:45:10, time: 2.107, data_time: 0.020, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8464, loss_cls: 1.5278, loss: 1.5278, grad_norm: 17.1312 2020-08-02 02:12:21,083 - mmaction - INFO - Epoch [28][1500/2505] lr: 5.000e-04, eta: 1 day, 19:44:12, time: 2.024, data_time: 0.004, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8385, loss_cls: 1.4893, loss: 1.4893, grad_norm: 17.1969 2020-08-02 02:13:02,515 - mmaction - INFO - Epoch [28][1520/2505] lr: 5.000e-04, eta: 1 day, 19:43:38, time: 2.087, data_time: 0.021, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8401, loss_cls: 1.5286, loss: 1.5286, grad_norm: 17.0101 2020-08-02 02:13:43,353 - mmaction - INFO - Epoch [28][1540/2505] lr: 5.000e-04, eta: 1 day, 19:42:39, time: 2.022, data_time: 0.008, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8240, loss_cls: 1.5610, loss: 1.5610, grad_norm: 17.2622 2020-08-02 02:14:25,429 - mmaction - INFO - Epoch [28][1560/2505] lr: 5.000e-04, eta: 1 day, 19:42:19, time: 2.123, data_time: 0.032, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8354, loss_cls: 1.5586, loss: 1.5586, grad_norm: 17.3845 2020-08-02 02:15:06,896 - mmaction - INFO - Epoch [28][1580/2505] lr: 5.000e-04, eta: 1 day, 19:41:40, time: 2.073, data_time: 0.006, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8240, loss_cls: 1.5882, loss: 1.5882, grad_norm: 17.4951 2020-08-02 02:15:47,918 - mmaction - INFO - Epoch [28][1600/2505] lr: 5.000e-04, eta: 1 day, 19:40:48, time: 2.039, data_time: 0.008, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8339, loss_cls: 1.5899, loss: 1.5899, grad_norm: 18.1015 2020-08-02 02:16:29,995 - mmaction - INFO - Epoch [28][1620/2505] lr: 5.000e-04, eta: 1 day, 19:40:24, time: 2.116, data_time: 0.018, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8125, loss_cls: 1.6044, loss: 1.6044, grad_norm: 17.8875 2020-08-02 02:17:11,325 - mmaction - INFO - Epoch [28][1640/2505] lr: 5.000e-04, eta: 1 day, 19:39:38, time: 2.054, data_time: 0.006, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8552, loss_cls: 1.4702, loss: 1.4702, grad_norm: 16.8636 2020-08-02 02:17:52,121 - mmaction - INFO - Epoch [28][1660/2505] lr: 5.000e-04, eta: 1 day, 19:38:51, time: 2.054, data_time: 0.019, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8401, loss_cls: 1.5294, loss: 1.5294, grad_norm: 17.6971 2020-08-02 02:18:33,640 - mmaction - INFO - Epoch [28][1680/2505] lr: 5.000e-04, eta: 1 day, 19:38:12, time: 2.074, data_time: 0.006, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8370, loss_cls: 1.5429, loss: 1.5429, grad_norm: 17.4700 2020-08-02 02:19:15,217 - mmaction - INFO - Epoch [28][1700/2505] lr: 5.000e-04, eta: 1 day, 19:37:35, time: 2.079, data_time: 0.008, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8359, loss_cls: 1.5480, loss: 1.5480, grad_norm: 17.3932 2020-08-02 02:19:56,254 - mmaction - INFO - Epoch [28][1720/2505] lr: 5.000e-04, eta: 1 day, 19:36:48, time: 2.052, data_time: 0.010, memory: 8520, top1_acc: 0.6667, top5_acc: 0.8438, loss_cls: 1.4926, loss: 1.4926, grad_norm: 17.0225 2020-08-02 02:20:37,949 - mmaction - INFO - Epoch [28][1740/2505] lr: 5.000e-04, eta: 1 day, 19:36:11, time: 2.080, data_time: 0.006, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8365, loss_cls: 1.5589, loss: 1.5589, grad_norm: 17.8944 2020-08-02 02:21:19,795 - mmaction - INFO - Epoch [28][1760/2505] lr: 5.000e-04, eta: 1 day, 19:35:35, time: 2.082, data_time: 0.009, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8375, loss_cls: 1.5355, loss: 1.5355, grad_norm: 17.0113 2020-08-02 02:22:01,826 - mmaction - INFO - Epoch [28][1780/2505] lr: 5.000e-04, eta: 1 day, 19:35:09, time: 2.112, data_time: 0.024, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8120, loss_cls: 1.6229, loss: 1.6229, grad_norm: 17.6882 2020-08-02 02:22:43,053 - mmaction - INFO - Epoch [28][1800/2505] lr: 5.000e-04, eta: 1 day, 19:34:27, time: 2.066, data_time: 0.011, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8318, loss_cls: 1.5641, loss: 1.5641, grad_norm: 17.1095 2020-08-02 02:23:23,794 - mmaction - INFO - Epoch [28][1820/2505] lr: 5.000e-04, eta: 1 day, 19:33:32, time: 2.028, data_time: 0.005, memory: 8520, top1_acc: 0.6359, top5_acc: 0.8292, loss_cls: 1.5800, loss: 1.5800, grad_norm: 17.3810 2020-08-02 02:24:04,232 - mmaction - INFO - Epoch [28][1840/2505] lr: 5.000e-04, eta: 1 day, 19:32:32, time: 2.015, data_time: 0.017, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8432, loss_cls: 1.5277, loss: 1.5277, grad_norm: 16.3848 2020-08-02 02:24:45,842 - mmaction - INFO - Epoch [28][1860/2505] lr: 5.000e-04, eta: 1 day, 19:32:01, time: 2.096, data_time: 0.028, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8271, loss_cls: 1.5797, loss: 1.5797, grad_norm: 17.1879 2020-08-02 02:25:26,942 - mmaction - INFO - Epoch [28][1880/2505] lr: 5.000e-04, eta: 1 day, 19:31:15, time: 2.055, data_time: 0.008, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8432, loss_cls: 1.4940, loss: 1.4940, grad_norm: 16.9906 2020-08-02 02:26:08,224 - mmaction - INFO - Epoch [28][1900/2505] lr: 5.000e-04, eta: 1 day, 19:30:32, time: 2.064, data_time: 0.009, memory: 8520, top1_acc: 0.6688, top5_acc: 0.8443, loss_cls: 1.5059, loss: 1.5059, grad_norm: 17.3078 2020-08-02 02:26:49,462 - mmaction - INFO - Epoch [28][1920/2505] lr: 5.000e-04, eta: 1 day, 19:29:49, time: 2.063, data_time: 0.006, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.5879, loss: 1.5879, grad_norm: 17.3061 2020-08-02 02:27:30,375 - mmaction - INFO - Epoch [28][1940/2505] lr: 5.000e-04, eta: 1 day, 19:29:00, time: 2.045, data_time: 0.006, memory: 8520, top1_acc: 0.6562, top5_acc: 0.8286, loss_cls: 1.5671, loss: 1.5671, grad_norm: 17.1524 2020-08-02 02:28:12,141 - mmaction - INFO - Epoch [28][1960/2505] lr: 5.000e-04, eta: 1 day, 19:28:25, time: 2.087, data_time: 0.007, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8417, loss_cls: 1.5475, loss: 1.5475, grad_norm: 17.1846 2020-08-02 02:28:53,361 - mmaction - INFO - Epoch [28][1980/2505] lr: 5.000e-04, eta: 1 day, 19:27:42, time: 2.063, data_time: 0.009, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8344, loss_cls: 1.5645, loss: 1.5645, grad_norm: 17.1388 2020-08-02 02:29:34,375 - mmaction - INFO - Epoch [28][2000/2505] lr: 5.000e-04, eta: 1 day, 19:26:55, time: 2.051, data_time: 0.007, memory: 8520, top1_acc: 0.6583, top5_acc: 0.8391, loss_cls: 1.5094, loss: 1.5094, grad_norm: 16.4739 2020-08-02 02:30:14,488 - mmaction - INFO - Epoch [28][2020/2505] lr: 5.000e-04, eta: 1 day, 19:25:49, time: 1.993, data_time: 0.009, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8354, loss_cls: 1.5266, loss: 1.5266, grad_norm: 16.8189 2020-08-02 02:30:54,623 - mmaction - INFO - Epoch [28][2040/2505] lr: 5.000e-04, eta: 1 day, 19:24:47, time: 2.004, data_time: 0.018, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8312, loss_cls: 1.5723, loss: 1.5723, grad_norm: 17.4870 2020-08-02 02:31:34,700 - mmaction - INFO - Epoch [28][2060/2505] lr: 5.000e-04, eta: 1 day, 19:23:44, time: 2.001, data_time: 0.022, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8224, loss_cls: 1.6356, loss: 1.6356, grad_norm: 17.6385 2020-08-02 02:32:16,448 - mmaction - INFO - Epoch [28][2080/2505] lr: 5.000e-04, eta: 1 day, 19:23:15, time: 2.105, data_time: 0.023, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8490, loss_cls: 1.4581, loss: 1.4581, grad_norm: 17.1362 2020-08-02 02:32:56,797 - mmaction - INFO - Epoch [28][2100/2505] lr: 5.000e-04, eta: 1 day, 19:22:17, time: 2.017, data_time: 0.011, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8370, loss_cls: 1.5793, loss: 1.5793, grad_norm: 17.1049 2020-08-02 02:33:36,936 - mmaction - INFO - Epoch [28][2120/2505] lr: 5.000e-04, eta: 1 day, 19:21:17, time: 2.007, data_time: 0.008, memory: 8520, top1_acc: 0.6672, top5_acc: 0.8359, loss_cls: 1.5209, loss: 1.5209, grad_norm: 16.8879 2020-08-02 02:34:18,851 - mmaction - INFO - Epoch [28][2140/2505] lr: 5.000e-04, eta: 1 day, 19:20:45, time: 2.095, data_time: 0.006, memory: 8520, top1_acc: 0.6562, top5_acc: 0.8281, loss_cls: 1.5505, loss: 1.5505, grad_norm: 17.0528 2020-08-02 02:34:59,220 - mmaction - INFO - Epoch [28][2160/2505] lr: 5.000e-04, eta: 1 day, 19:19:48, time: 2.018, data_time: 0.009, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8339, loss_cls: 1.5317, loss: 1.5317, grad_norm: 17.1946 2020-08-02 02:35:41,524 - mmaction - INFO - Epoch [28][2180/2505] lr: 5.000e-04, eta: 1 day, 19:19:23, time: 2.116, data_time: 0.009, memory: 8520, top1_acc: 0.6188, top5_acc: 0.8141, loss_cls: 1.6851, loss: 1.6851, grad_norm: 17.7098 2020-08-02 02:36:23,187 - mmaction - INFO - Epoch [28][2200/2505] lr: 5.000e-04, eta: 1 day, 19:18:47, time: 2.083, data_time: 0.006, memory: 8520, top1_acc: 0.6682, top5_acc: 0.8406, loss_cls: 1.4802, loss: 1.4802, grad_norm: 16.3529 2020-08-02 02:37:04,470 - mmaction - INFO - Epoch [28][2220/2505] lr: 5.000e-04, eta: 1 day, 19:18:04, time: 2.064, data_time: 0.009, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8219, loss_cls: 1.5884, loss: 1.5884, grad_norm: 16.5654 2020-08-02 02:37:45,488 - mmaction - INFO - Epoch [28][2240/2505] lr: 5.000e-04, eta: 1 day, 19:17:13, time: 2.034, data_time: 0.008, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8234, loss_cls: 1.5672, loss: 1.5672, grad_norm: 16.8152 2020-08-02 02:38:25,764 - mmaction - INFO - Epoch [28][2260/2505] lr: 5.000e-04, eta: 1 day, 19:16:14, time: 2.011, data_time: 0.031, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8188, loss_cls: 1.6298, loss: 1.6298, grad_norm: 17.6876 2020-08-02 02:39:07,511 - mmaction - INFO - Epoch [28][2280/2505] lr: 5.000e-04, eta: 1 day, 19:15:46, time: 2.108, data_time: 0.036, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8323, loss_cls: 1.5243, loss: 1.5243, grad_norm: 16.2415 2020-08-02 02:39:47,438 - mmaction - INFO - Epoch [28][2300/2505] lr: 5.000e-04, eta: 1 day, 19:14:42, time: 1.997, data_time: 0.007, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8224, loss_cls: 1.5744, loss: 1.5744, grad_norm: 17.3467 2020-08-02 02:40:27,798 - mmaction - INFO - Epoch [28][2320/2505] lr: 5.000e-04, eta: 1 day, 19:13:46, time: 2.018, data_time: 0.006, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8401, loss_cls: 1.5380, loss: 1.5380, grad_norm: 17.7042 2020-08-02 02:41:08,204 - mmaction - INFO - Epoch [28][2340/2505] lr: 5.000e-04, eta: 1 day, 19:12:51, time: 2.020, data_time: 0.005, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8344, loss_cls: 1.5678, loss: 1.5678, grad_norm: 17.8022 2020-08-02 02:41:49,857 - mmaction - INFO - Epoch [28][2360/2505] lr: 5.000e-04, eta: 1 day, 19:12:14, time: 2.082, data_time: 0.008, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8208, loss_cls: 1.5607, loss: 1.5607, grad_norm: 17.1190 2020-08-02 02:42:30,545 - mmaction - INFO - Epoch [28][2380/2505] lr: 5.000e-04, eta: 1 day, 19:11:23, time: 2.034, data_time: 0.006, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.5354, loss: 1.5354, grad_norm: 16.9921 2020-08-02 02:43:12,126 - mmaction - INFO - Epoch [28][2400/2505] lr: 5.000e-04, eta: 1 day, 19:10:46, time: 2.080, data_time: 0.008, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8411, loss_cls: 1.4957, loss: 1.4957, grad_norm: 17.5911 2020-08-02 02:43:52,100 - mmaction - INFO - Epoch [28][2420/2505] lr: 5.000e-04, eta: 1 day, 19:09:44, time: 1.998, data_time: 0.008, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.5469, loss: 1.5469, grad_norm: 17.2105 2020-08-02 02:44:34,645 - mmaction - INFO - Epoch [28][2440/2505] lr: 5.000e-04, eta: 1 day, 19:09:22, time: 2.128, data_time: 0.010, memory: 8520, top1_acc: 0.6677, top5_acc: 0.8464, loss_cls: 1.4816, loss: 1.4816, grad_norm: 17.1404 2020-08-02 02:45:16,107 - mmaction - INFO - Epoch [28][2460/2505] lr: 5.000e-04, eta: 1 day, 19:08:37, time: 2.053, data_time: 0.010, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8307, loss_cls: 1.5448, loss: 1.5448, grad_norm: 17.1812 2020-08-02 02:45:58,069 - mmaction - INFO - Epoch [28][2480/2505] lr: 5.000e-04, eta: 1 day, 19:08:12, time: 2.119, data_time: 0.031, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8266, loss_cls: 1.5983, loss: 1.5983, grad_norm: 17.4995 2020-08-02 02:46:39,597 - mmaction - INFO - Epoch [28][2500/2505] lr: 5.000e-04, eta: 1 day, 19:07:33, time: 2.073, data_time: 0.006, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8385, loss_cls: 1.5187, loss: 1.5187, grad_norm: 17.6247 2020-08-02 02:46:51,141 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-08-02 02:47:55,911 - mmaction - INFO - Epoch [29][20/2505] lr: 5.000e-04, eta: 1 day, 19:09:49, time: 3.212, data_time: 1.222, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8536, loss_cls: 1.4748, loss: 1.4748, grad_norm: 17.2529 2020-08-02 02:48:36,127 - mmaction - INFO - Epoch [29][40/2505] lr: 5.000e-04, eta: 1 day, 19:08:50, time: 2.010, data_time: 0.008, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8427, loss_cls: 1.5130, loss: 1.5130, grad_norm: 17.3260 2020-08-02 02:49:16,960 - mmaction - INFO - Epoch [29][60/2505] lr: 5.000e-04, eta: 1 day, 19:07:56, time: 2.025, data_time: 0.008, memory: 8520, top1_acc: 0.6672, top5_acc: 0.8432, loss_cls: 1.5046, loss: 1.5046, grad_norm: 17.1869 2020-08-02 02:49:58,347 - mmaction - INFO - Epoch [29][80/2505] lr: 5.000e-04, eta: 1 day, 19:07:20, time: 2.087, data_time: 0.033, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8484, loss_cls: 1.4779, loss: 1.4779, grad_norm: 16.8885 2020-08-02 02:50:38,794 - mmaction - INFO - Epoch [29][100/2505] lr: 5.000e-04, eta: 1 day, 19:06:26, time: 2.022, data_time: 0.007, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8385, loss_cls: 1.5397, loss: 1.5397, grad_norm: 17.1804 2020-08-02 02:51:19,223 - mmaction - INFO - Epoch [29][120/2505] lr: 5.000e-04, eta: 1 day, 19:05:31, time: 2.021, data_time: 0.008, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8474, loss_cls: 1.4867, loss: 1.4867, grad_norm: 16.5504 2020-08-02 02:52:00,617 - mmaction - INFO - Epoch [29][140/2505] lr: 5.000e-04, eta: 1 day, 19:04:50, time: 2.070, data_time: 0.006, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8333, loss_cls: 1.5805, loss: 1.5805, grad_norm: 17.4335 2020-08-02 02:52:41,362 - mmaction - INFO - Epoch [29][160/2505] lr: 5.000e-04, eta: 1 day, 19:03:55, time: 2.021, data_time: 0.007, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8302, loss_cls: 1.5728, loss: 1.5728, grad_norm: 16.8024 2020-08-02 02:53:22,493 - mmaction - INFO - Epoch [29][180/2505] lr: 5.000e-04, eta: 1 day, 19:03:15, time: 2.073, data_time: 0.022, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.5619, loss: 1.5619, grad_norm: 17.4521 2020-08-02 02:54:04,943 - mmaction - INFO - Epoch [29][200/2505] lr: 5.000e-04, eta: 1 day, 19:02:50, time: 2.122, data_time: 0.008, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8370, loss_cls: 1.5696, loss: 1.5696, grad_norm: 17.4631 2020-08-02 02:54:45,100 - mmaction - INFO - Epoch [29][220/2505] lr: 5.000e-04, eta: 1 day, 19:01:49, time: 2.000, data_time: 0.007, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8187, loss_cls: 1.5946, loss: 1.5946, grad_norm: 17.8684 2020-08-02 02:55:25,338 - mmaction - INFO - Epoch [29][240/2505] lr: 5.000e-04, eta: 1 day, 19:00:54, time: 2.020, data_time: 0.017, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8380, loss_cls: 1.4960, loss: 1.4960, grad_norm: 16.9803 2020-08-02 02:56:07,016 - mmaction - INFO - Epoch [29][260/2505] lr: 5.000e-04, eta: 1 day, 19:00:17, time: 2.084, data_time: 0.007, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8385, loss_cls: 1.5328, loss: 1.5328, grad_norm: 16.8179 2020-08-02 02:56:47,527 - mmaction - INFO - Epoch [29][280/2505] lr: 5.000e-04, eta: 1 day, 18:59:21, time: 2.014, data_time: 0.007, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8391, loss_cls: 1.5068, loss: 1.5068, grad_norm: 17.7663 2020-08-02 02:57:28,909 - mmaction - INFO - Epoch [29][300/2505] lr: 5.000e-04, eta: 1 day, 18:58:43, time: 2.080, data_time: 0.018, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8526, loss_cls: 1.4703, loss: 1.4703, grad_norm: 16.5785 2020-08-02 02:58:09,626 - mmaction - INFO - Epoch [29][320/2505] lr: 5.000e-04, eta: 1 day, 18:57:53, time: 2.036, data_time: 0.008, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8333, loss_cls: 1.5649, loss: 1.5649, grad_norm: 17.1102 2020-08-02 02:58:49,864 - mmaction - INFO - Epoch [29][340/2505] lr: 5.000e-04, eta: 1 day, 18:56:57, time: 2.012, data_time: 0.006, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8297, loss_cls: 1.5591, loss: 1.5591, grad_norm: 16.8874 2020-08-02 02:59:30,835 - mmaction - INFO - Epoch [29][360/2505] lr: 5.000e-04, eta: 1 day, 18:56:10, time: 2.048, data_time: 0.005, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8365, loss_cls: 1.5478, loss: 1.5478, grad_norm: 16.8794 2020-08-02 03:00:11,588 - mmaction - INFO - Epoch [29][380/2505] lr: 5.000e-04, eta: 1 day, 18:55:21, time: 2.037, data_time: 0.009, memory: 8520, top1_acc: 0.6583, top5_acc: 0.8370, loss_cls: 1.4892, loss: 1.4892, grad_norm: 16.5529 2020-08-02 03:00:52,184 - mmaction - INFO - Epoch [29][400/2505] lr: 5.000e-04, eta: 1 day, 18:54:25, time: 2.015, data_time: 0.006, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8224, loss_cls: 1.6095, loss: 1.6095, grad_norm: 17.1044 2020-08-02 03:01:32,349 - mmaction - INFO - Epoch [29][420/2505] lr: 5.000e-04, eta: 1 day, 18:53:32, time: 2.023, data_time: 0.020, memory: 8520, top1_acc: 0.6719, top5_acc: 0.8464, loss_cls: 1.4758, loss: 1.4758, grad_norm: 16.3771 2020-08-02 03:02:13,610 - mmaction - INFO - Epoch [29][440/2505] lr: 5.000e-04, eta: 1 day, 18:52:50, time: 2.063, data_time: 0.008, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8396, loss_cls: 1.4977, loss: 1.4977, grad_norm: 17.2669 2020-08-02 03:02:54,605 - mmaction - INFO - Epoch [29][460/2505] lr: 5.000e-04, eta: 1 day, 18:52:04, time: 2.050, data_time: 0.007, memory: 8520, top1_acc: 0.6651, top5_acc: 0.8391, loss_cls: 1.5004, loss: 1.5004, grad_norm: 17.1233 2020-08-02 03:03:35,933 - mmaction - INFO - Epoch [29][480/2505] lr: 5.000e-04, eta: 1 day, 18:51:19, time: 2.053, data_time: 0.007, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8417, loss_cls: 1.5313, loss: 1.5313, grad_norm: 17.1800 2020-08-02 03:04:16,080 - mmaction - INFO - Epoch [29][500/2505] lr: 5.000e-04, eta: 1 day, 18:50:25, time: 2.022, data_time: 0.020, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8292, loss_cls: 1.5908, loss: 1.5908, grad_norm: 17.3073 2020-08-02 03:04:57,904 - mmaction - INFO - Epoch [29][520/2505] lr: 5.000e-04, eta: 1 day, 18:49:51, time: 2.092, data_time: 0.006, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.5675, loss: 1.5675, grad_norm: 17.1754 2020-08-02 03:05:39,924 - mmaction - INFO - Epoch [29][540/2505] lr: 5.000e-04, eta: 1 day, 18:49:19, time: 2.100, data_time: 0.006, memory: 8520, top1_acc: 0.6750, top5_acc: 0.8469, loss_cls: 1.4332, loss: 1.4332, grad_norm: 16.7732 2020-08-02 03:06:20,183 - mmaction - INFO - Epoch [29][560/2505] lr: 5.000e-04, eta: 1 day, 18:48:23, time: 2.013, data_time: 0.007, memory: 8520, top1_acc: 0.6562, top5_acc: 0.8281, loss_cls: 1.5441, loss: 1.5441, grad_norm: 16.6410 2020-08-02 03:07:01,891 - mmaction - INFO - Epoch [29][580/2505] lr: 5.000e-04, eta: 1 day, 18:47:47, time: 2.085, data_time: 0.007, memory: 8520, top1_acc: 0.6651, top5_acc: 0.8380, loss_cls: 1.5230, loss: 1.5230, grad_norm: 16.6889 2020-08-02 03:07:42,709 - mmaction - INFO - Epoch [29][600/2505] lr: 5.000e-04, eta: 1 day, 18:46:58, time: 2.037, data_time: 0.009, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8240, loss_cls: 1.5652, loss: 1.5652, grad_norm: 17.6436 2020-08-02 03:08:24,057 - mmaction - INFO - Epoch [29][620/2505] lr: 5.000e-04, eta: 1 day, 18:46:13, time: 2.052, data_time: 0.010, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8203, loss_cls: 1.5873, loss: 1.5873, grad_norm: 17.0350 2020-08-02 03:09:06,212 - mmaction - INFO - Epoch [29][640/2505] lr: 5.000e-04, eta: 1 day, 18:45:48, time: 2.127, data_time: 0.027, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5611, loss: 1.5611, grad_norm: 18.3311 2020-08-02 03:09:47,643 - mmaction - INFO - Epoch [29][660/2505] lr: 5.000e-04, eta: 1 day, 18:45:08, time: 2.072, data_time: 0.008, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8302, loss_cls: 1.5699, loss: 1.5699, grad_norm: 17.1445 2020-08-02 03:10:28,125 - mmaction - INFO - Epoch [29][680/2505] lr: 5.000e-04, eta: 1 day, 18:44:14, time: 2.016, data_time: 0.006, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8302, loss_cls: 1.5537, loss: 1.5537, grad_norm: 16.7500 2020-08-02 03:11:10,063 - mmaction - INFO - Epoch [29][700/2505] lr: 5.000e-04, eta: 1 day, 18:43:42, time: 2.105, data_time: 0.022, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8312, loss_cls: 1.5603, loss: 1.5603, grad_norm: 17.1764 2020-08-02 03:11:50,165 - mmaction - INFO - Epoch [29][720/2505] lr: 5.000e-04, eta: 1 day, 18:42:45, time: 2.005, data_time: 0.006, memory: 8520, top1_acc: 0.6677, top5_acc: 0.8448, loss_cls: 1.4547, loss: 1.4547, grad_norm: 16.4357 2020-08-02 03:12:30,692 - mmaction - INFO - Epoch [29][740/2505] lr: 5.000e-04, eta: 1 day, 18:41:54, time: 2.026, data_time: 0.008, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8474, loss_cls: 1.5354, loss: 1.5354, grad_norm: 17.1499 2020-08-02 03:13:11,234 - mmaction - INFO - Epoch [29][760/2505] lr: 5.000e-04, eta: 1 day, 18:41:02, time: 2.027, data_time: 0.008, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8286, loss_cls: 1.5206, loss: 1.5206, grad_norm: 17.1244 2020-08-02 03:13:52,303 - mmaction - INFO - Epoch [29][780/2505] lr: 5.000e-04, eta: 1 day, 18:40:18, time: 2.054, data_time: 0.007, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8151, loss_cls: 1.6372, loss: 1.6372, grad_norm: 17.7335 2020-08-02 03:14:34,331 - mmaction - INFO - Epoch [29][800/2505] lr: 5.000e-04, eta: 1 day, 18:39:36, time: 2.063, data_time: 0.007, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8365, loss_cls: 1.5501, loss: 1.5501, grad_norm: 17.3199 2020-08-02 03:15:14,961 - mmaction - INFO - Epoch [29][820/2505] lr: 5.000e-04, eta: 1 day, 18:38:56, time: 2.069, data_time: 0.046, memory: 8520, top1_acc: 0.6693, top5_acc: 0.8370, loss_cls: 1.4921, loss: 1.4921, grad_norm: 16.6341 2020-08-02 03:15:56,153 - mmaction - INFO - Epoch [29][840/2505] lr: 5.000e-04, eta: 1 day, 18:38:13, time: 2.060, data_time: 0.007, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8255, loss_cls: 1.6046, loss: 1.6046, grad_norm: 17.7764 2020-08-02 03:16:37,611 - mmaction - INFO - Epoch [29][860/2505] lr: 5.000e-04, eta: 1 day, 18:37:29, time: 2.057, data_time: 0.005, memory: 8520, top1_acc: 0.6302, top5_acc: 0.8375, loss_cls: 1.5888, loss: 1.5888, grad_norm: 17.1850 2020-08-02 03:17:19,637 - mmaction - INFO - Epoch [29][880/2505] lr: 5.000e-04, eta: 1 day, 18:37:01, time: 2.117, data_time: 0.023, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8354, loss_cls: 1.5034, loss: 1.5034, grad_norm: 17.1076 2020-08-02 03:18:01,376 - mmaction - INFO - Epoch [29][900/2505] lr: 5.000e-04, eta: 1 day, 18:36:25, time: 2.086, data_time: 0.009, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.4774, loss: 1.4774, grad_norm: 16.7346 2020-08-02 03:18:43,239 - mmaction - INFO - Epoch [29][920/2505] lr: 5.000e-04, eta: 1 day, 18:35:51, time: 2.095, data_time: 0.006, memory: 8520, top1_acc: 0.6688, top5_acc: 0.8318, loss_cls: 1.5091, loss: 1.5091, grad_norm: 16.9815 2020-08-02 03:19:22,788 - mmaction - INFO - Epoch [29][940/2505] lr: 5.000e-04, eta: 1 day, 18:34:47, time: 1.978, data_time: 0.005, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.5449, loss: 1.5449, grad_norm: 16.9420 2020-08-02 03:20:03,205 - mmaction - INFO - Epoch [29][960/2505] lr: 5.000e-04, eta: 1 day, 18:33:55, time: 2.020, data_time: 0.006, memory: 8520, top1_acc: 0.6651, top5_acc: 0.8375, loss_cls: 1.4895, loss: 1.4895, grad_norm: 17.3440 2020-08-02 03:20:44,175 - mmaction - INFO - Epoch [29][980/2505] lr: 5.000e-04, eta: 1 day, 18:33:06, time: 2.034, data_time: 0.006, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8385, loss_cls: 1.5677, loss: 1.5677, grad_norm: 17.1930 2020-08-02 03:21:26,242 - mmaction - INFO - Epoch [29][1000/2505] lr: 5.000e-04, eta: 1 day, 18:32:37, time: 2.118, data_time: 0.022, memory: 8520, top1_acc: 0.6667, top5_acc: 0.8323, loss_cls: 1.5030, loss: 1.5030, grad_norm: 17.6190 2020-08-02 03:22:07,713 - mmaction - INFO - Epoch [29][1020/2505] lr: 5.000e-04, eta: 1 day, 18:31:58, time: 2.074, data_time: 0.007, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8245, loss_cls: 1.6075, loss: 1.6075, grad_norm: 17.5236 2020-08-02 03:22:49,254 - mmaction - INFO - Epoch [29][1040/2505] lr: 5.000e-04, eta: 1 day, 18:31:17, time: 2.066, data_time: 0.008, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8333, loss_cls: 1.5500, loss: 1.5500, grad_norm: 17.9642 2020-08-02 03:23:30,074 - mmaction - INFO - Epoch [29][1060/2505] lr: 5.000e-04, eta: 1 day, 18:30:29, time: 2.037, data_time: 0.022, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8318, loss_cls: 1.5784, loss: 1.5784, grad_norm: 17.0945 2020-08-02 03:24:11,913 - mmaction - INFO - Epoch [29][1080/2505] lr: 5.000e-04, eta: 1 day, 18:29:57, time: 2.106, data_time: 0.022, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8417, loss_cls: 1.4902, loss: 1.4902, grad_norm: 16.8782 2020-08-02 03:24:53,218 - mmaction - INFO - Epoch [29][1100/2505] lr: 5.000e-04, eta: 1 day, 18:29:16, time: 2.066, data_time: 0.005, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8318, loss_cls: 1.5669, loss: 1.5669, grad_norm: 17.6519 2020-08-02 03:25:34,932 - mmaction - INFO - Epoch [29][1120/2505] lr: 5.000e-04, eta: 1 day, 18:28:31, time: 2.051, data_time: 0.007, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.5398, loss: 1.5398, grad_norm: 17.3056 2020-08-02 03:26:15,610 - mmaction - INFO - Epoch [29][1140/2505] lr: 5.000e-04, eta: 1 day, 18:27:47, time: 2.054, data_time: 0.042, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8219, loss_cls: 1.5937, loss: 1.5937, grad_norm: 17.3880 2020-08-02 03:26:57,094 - mmaction - INFO - Epoch [29][1160/2505] lr: 5.000e-04, eta: 1 day, 18:27:11, time: 2.088, data_time: 0.023, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8224, loss_cls: 1.6107, loss: 1.6107, grad_norm: 17.4987 2020-08-02 03:27:39,519 - mmaction - INFO - Epoch [29][1180/2505] lr: 5.000e-04, eta: 1 day, 18:26:43, time: 2.121, data_time: 0.009, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8453, loss_cls: 1.5435, loss: 1.5435, grad_norm: 17.0641 2020-08-02 03:28:20,368 - mmaction - INFO - Epoch [29][1200/2505] lr: 5.000e-04, eta: 1 day, 18:25:54, time: 2.032, data_time: 0.008, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8240, loss_cls: 1.6102, loss: 1.6102, grad_norm: 16.6974 2020-08-02 03:29:01,160 - mmaction - INFO - Epoch [29][1220/2505] lr: 5.000e-04, eta: 1 day, 18:25:05, time: 2.035, data_time: 0.018, memory: 8520, top1_acc: 0.6703, top5_acc: 0.8474, loss_cls: 1.4792, loss: 1.4792, grad_norm: 17.0532 2020-08-02 03:29:44,102 - mmaction - INFO - Epoch [29][1240/2505] lr: 5.000e-04, eta: 1 day, 18:24:47, time: 2.162, data_time: 0.022, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8349, loss_cls: 1.4850, loss: 1.4850, grad_norm: 16.0146 2020-08-02 03:30:23,800 - mmaction - INFO - Epoch [29][1260/2505] lr: 5.000e-04, eta: 1 day, 18:23:47, time: 1.985, data_time: 0.009, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8281, loss_cls: 1.5529, loss: 1.5529, grad_norm: 16.5616 2020-08-02 03:31:05,044 - mmaction - INFO - Epoch [29][1280/2505] lr: 5.000e-04, eta: 1 day, 18:23:02, time: 2.050, data_time: 0.011, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8380, loss_cls: 1.5416, loss: 1.5416, grad_norm: 17.1153 2020-08-02 03:31:47,284 - mmaction - INFO - Epoch [29][1300/2505] lr: 5.000e-04, eta: 1 day, 18:22:34, time: 2.124, data_time: 0.021, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8234, loss_cls: 1.5345, loss: 1.5345, grad_norm: 16.6434 2020-08-02 03:32:28,468 - mmaction - INFO - Epoch [29][1320/2505] lr: 5.000e-04, eta: 1 day, 18:21:51, time: 2.057, data_time: 0.008, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8391, loss_cls: 1.5603, loss: 1.5603, grad_norm: 16.9675 2020-08-02 03:33:08,862 - mmaction - INFO - Epoch [29][1340/2505] lr: 5.000e-04, eta: 1 day, 18:20:59, time: 2.022, data_time: 0.008, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8292, loss_cls: 1.5585, loss: 1.5585, grad_norm: 16.8750 2020-08-02 03:33:48,334 - mmaction - INFO - Epoch [29][1360/2505] lr: 5.000e-04, eta: 1 day, 18:19:56, time: 1.973, data_time: 0.007, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8417, loss_cls: 1.4933, loss: 1.4933, grad_norm: 16.6960 2020-08-02 03:34:29,054 - mmaction - INFO - Epoch [29][1380/2505] lr: 5.000e-04, eta: 1 day, 18:19:08, time: 2.036, data_time: 0.007, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8318, loss_cls: 1.5843, loss: 1.5843, grad_norm: 17.3092 2020-08-02 03:35:09,855 - mmaction - INFO - Epoch [29][1400/2505] lr: 5.000e-04, eta: 1 day, 18:18:21, time: 2.041, data_time: 0.004, memory: 8520, top1_acc: 0.6302, top5_acc: 0.8240, loss_cls: 1.6421, loss: 1.6421, grad_norm: 17.3440 2020-08-02 03:35:50,897 - mmaction - INFO - Epoch [29][1420/2505] lr: 5.000e-04, eta: 1 day, 18:17:33, time: 2.032, data_time: 0.005, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8359, loss_cls: 1.5294, loss: 1.5294, grad_norm: 17.0958 2020-08-02 03:36:31,197 - mmaction - INFO - Epoch [29][1440/2505] lr: 5.000e-04, eta: 1 day, 18:16:41, time: 2.019, data_time: 0.026, memory: 8520, top1_acc: 0.6667, top5_acc: 0.8375, loss_cls: 1.5096, loss: 1.5096, grad_norm: 17.2506 2020-08-02 03:37:12,031 - mmaction - INFO - Epoch [29][1460/2505] lr: 5.000e-04, eta: 1 day, 18:15:58, time: 2.057, data_time: 0.022, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8224, loss_cls: 1.6080, loss: 1.6080, grad_norm: 17.3486 2020-08-02 03:37:53,419 - mmaction - INFO - Epoch [29][1480/2505] lr: 5.000e-04, eta: 1 day, 18:15:18, time: 2.071, data_time: 0.007, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8229, loss_cls: 1.5652, loss: 1.5652, grad_norm: 17.2750 2020-08-02 03:38:35,933 - mmaction - INFO - Epoch [29][1500/2505] lr: 5.000e-04, eta: 1 day, 18:14:47, time: 2.110, data_time: 0.004, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8255, loss_cls: 1.5532, loss: 1.5532, grad_norm: 16.7000 2020-08-02 03:39:18,760 - mmaction - INFO - Epoch [29][1520/2505] lr: 5.000e-04, eta: 1 day, 18:14:24, time: 2.150, data_time: 0.021, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8469, loss_cls: 1.5327, loss: 1.5327, grad_norm: 17.0827 2020-08-02 03:40:00,596 - mmaction - INFO - Epoch [29][1540/2505] lr: 5.000e-04, eta: 1 day, 18:13:50, time: 2.098, data_time: 0.011, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8260, loss_cls: 1.5837, loss: 1.5837, grad_norm: 17.0104 2020-08-02 03:40:42,330 - mmaction - INFO - Epoch [29][1560/2505] lr: 5.000e-04, eta: 1 day, 18:13:09, time: 2.067, data_time: 0.008, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8333, loss_cls: 1.5332, loss: 1.5332, grad_norm: 17.1477 2020-08-02 03:41:23,148 - mmaction - INFO - Epoch [29][1580/2505] lr: 5.000e-04, eta: 1 day, 18:12:27, time: 2.061, data_time: 0.037, memory: 8520, top1_acc: 0.6437, top5_acc: 0.8255, loss_cls: 1.5874, loss: 1.5874, grad_norm: 17.1421 2020-08-02 03:42:03,838 - mmaction - INFO - Epoch [29][1600/2505] lr: 5.000e-04, eta: 1 day, 18:11:39, time: 2.034, data_time: 0.009, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8292, loss_cls: 1.5565, loss: 1.5565, grad_norm: 17.6172 2020-08-02 03:42:45,022 - mmaction - INFO - Epoch [29][1620/2505] lr: 5.000e-04, eta: 1 day, 18:10:56, time: 2.060, data_time: 0.006, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8521, loss_cls: 1.4594, loss: 1.4594, grad_norm: 17.4048 2020-08-02 03:43:25,943 - mmaction - INFO - Epoch [29][1640/2505] lr: 5.000e-04, eta: 1 day, 18:10:11, time: 2.045, data_time: 0.008, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8359, loss_cls: 1.5541, loss: 1.5541, grad_norm: 17.5679 2020-08-02 03:44:07,587 - mmaction - INFO - Epoch [29][1660/2505] lr: 5.000e-04, eta: 1 day, 18:09:33, time: 2.083, data_time: 0.005, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8385, loss_cls: 1.5684, loss: 1.5684, grad_norm: 17.7333 2020-08-02 03:44:48,487 - mmaction - INFO - Epoch [29][1680/2505] lr: 5.000e-04, eta: 1 day, 18:08:47, time: 2.045, data_time: 0.005, memory: 8520, top1_acc: 0.6443, top5_acc: 0.8375, loss_cls: 1.5678, loss: 1.5678, grad_norm: 17.6461 2020-08-02 03:45:30,765 - mmaction - INFO - Epoch [29][1700/2505] lr: 5.000e-04, eta: 1 day, 18:08:17, time: 2.114, data_time: 0.009, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8266, loss_cls: 1.5744, loss: 1.5744, grad_norm: 18.0075 2020-08-02 03:46:11,258 - mmaction - INFO - Epoch [29][1720/2505] lr: 5.000e-04, eta: 1 day, 18:07:27, time: 2.024, data_time: 0.009, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5765, loss: 1.5765, grad_norm: 17.3872 2020-08-02 03:46:52,222 - mmaction - INFO - Epoch [29][1740/2505] lr: 5.000e-04, eta: 1 day, 18:06:38, time: 2.032, data_time: 0.008, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8380, loss_cls: 1.5656, loss: 1.5656, grad_norm: 17.3848 2020-08-02 03:47:32,174 - mmaction - INFO - Epoch [29][1760/2505] lr: 5.000e-04, eta: 1 day, 18:05:42, time: 1.999, data_time: 0.028, memory: 8520, top1_acc: 0.6443, top5_acc: 0.8188, loss_cls: 1.5902, loss: 1.5902, grad_norm: 16.8875 2020-08-02 03:48:12,066 - mmaction - INFO - Epoch [29][1780/2505] lr: 5.000e-04, eta: 1 day, 18:04:47, time: 1.999, data_time: 0.028, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8422, loss_cls: 1.5272, loss: 1.5272, grad_norm: 16.6465 2020-08-02 03:48:53,932 - mmaction - INFO - Epoch [29][1800/2505] lr: 5.000e-04, eta: 1 day, 18:04:14, time: 2.104, data_time: 0.023, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8458, loss_cls: 1.4726, loss: 1.4726, grad_norm: 16.4901 2020-08-02 03:49:36,075 - mmaction - INFO - Epoch [29][1820/2505] lr: 5.000e-04, eta: 1 day, 18:03:42, time: 2.107, data_time: 0.010, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8130, loss_cls: 1.6585, loss: 1.6585, grad_norm: 17.0921 2020-08-02 03:50:16,177 - mmaction - INFO - Epoch [29][1840/2505] lr: 5.000e-04, eta: 1 day, 18:02:48, time: 2.006, data_time: 0.005, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4919, loss: 1.4919, grad_norm: 16.6548 2020-08-02 03:50:57,419 - mmaction - INFO - Epoch [29][1860/2505] lr: 5.000e-04, eta: 1 day, 18:02:00, time: 2.033, data_time: 0.006, memory: 8520, top1_acc: 0.6583, top5_acc: 0.8349, loss_cls: 1.5234, loss: 1.5234, grad_norm: 16.9782 2020-08-02 03:51:40,449 - mmaction - INFO - Epoch [29][1880/2505] lr: 5.000e-04, eta: 1 day, 18:01:42, time: 2.175, data_time: 0.039, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4952, loss: 1.4952, grad_norm: 17.2285 2020-08-02 03:52:20,168 - mmaction - INFO - Epoch [29][1900/2505] lr: 5.000e-04, eta: 1 day, 18:00:41, time: 1.975, data_time: 0.010, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8396, loss_cls: 1.5057, loss: 1.5057, grad_norm: 16.9712 2020-08-02 03:53:00,992 - mmaction - INFO - Epoch [29][1920/2505] lr: 5.000e-04, eta: 1 day, 17:59:59, time: 2.057, data_time: 0.025, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8344, loss_cls: 1.5459, loss: 1.5459, grad_norm: 16.7453 2020-08-02 03:53:43,010 - mmaction - INFO - Epoch [29][1940/2505] lr: 5.000e-04, eta: 1 day, 17:59:25, time: 2.101, data_time: 0.006, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8406, loss_cls: 1.5667, loss: 1.5667, grad_norm: 17.2880 2020-08-02 03:54:24,566 - mmaction - INFO - Epoch [29][1960/2505] lr: 5.000e-04, eta: 1 day, 17:58:46, time: 2.078, data_time: 0.008, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8380, loss_cls: 1.5160, loss: 1.5160, grad_norm: 17.6342 2020-08-02 03:55:05,361 - mmaction - INFO - Epoch [29][1980/2505] lr: 5.000e-04, eta: 1 day, 17:58:00, time: 2.040, data_time: 0.007, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8307, loss_cls: 1.5767, loss: 1.5767, grad_norm: 17.8757 2020-08-02 03:55:47,168 - mmaction - INFO - Epoch [29][2000/2505] lr: 5.000e-04, eta: 1 day, 17:57:23, time: 2.087, data_time: 0.007, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8505, loss_cls: 1.5135, loss: 1.5135, grad_norm: 17.7639 2020-08-02 03:56:29,826 - mmaction - INFO - Epoch [29][2020/2505] lr: 5.000e-04, eta: 1 day, 17:56:57, time: 2.135, data_time: 0.011, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8333, loss_cls: 1.5158, loss: 1.5158, grad_norm: 17.2448 2020-08-02 03:57:10,857 - mmaction - INFO - Epoch [29][2040/2505] lr: 5.000e-04, eta: 1 day, 17:56:11, time: 2.043, data_time: 0.006, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8302, loss_cls: 1.5522, loss: 1.5522, grad_norm: 17.5217 2020-08-02 03:57:51,101 - mmaction - INFO - Epoch [29][2060/2505] lr: 5.000e-04, eta: 1 day, 17:55:18, time: 2.011, data_time: 0.014, memory: 8520, top1_acc: 0.6411, top5_acc: 0.8198, loss_cls: 1.6216, loss: 1.6216, grad_norm: 17.5912 2020-08-02 03:58:31,401 - mmaction - INFO - Epoch [29][2080/2505] lr: 5.000e-04, eta: 1 day, 17:54:27, time: 2.016, data_time: 0.016, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8365, loss_cls: 1.5152, loss: 1.5152, grad_norm: 16.7933 2020-08-02 03:59:12,984 - mmaction - INFO - Epoch [29][2100/2505] lr: 5.000e-04, eta: 1 day, 17:53:49, time: 2.081, data_time: 0.015, memory: 8520, top1_acc: 0.6406, top5_acc: 0.8167, loss_cls: 1.6129, loss: 1.6129, grad_norm: 17.4322 2020-08-02 03:59:53,551 - mmaction - INFO - Epoch [29][2120/2505] lr: 5.000e-04, eta: 1 day, 17:52:59, time: 2.021, data_time: 0.022, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8214, loss_cls: 1.6175, loss: 1.6175, grad_norm: 17.5792 2020-08-02 04:00:34,665 - mmaction - INFO - Epoch [29][2140/2505] lr: 5.000e-04, eta: 1 day, 17:52:19, time: 2.071, data_time: 0.022, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8370, loss_cls: 1.5524, loss: 1.5524, grad_norm: 16.4781 2020-08-02 04:01:15,947 - mmaction - INFO - Epoch [29][2160/2505] lr: 5.000e-04, eta: 1 day, 17:51:37, time: 2.065, data_time: 0.009, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8333, loss_cls: 1.5446, loss: 1.5446, grad_norm: 17.1339 2020-08-02 04:01:57,546 - mmaction - INFO - Epoch [29][2180/2505] lr: 5.000e-04, eta: 1 day, 17:50:59, time: 2.078, data_time: 0.008, memory: 8520, top1_acc: 0.6401, top5_acc: 0.8365, loss_cls: 1.5667, loss: 1.5667, grad_norm: 17.5431 2020-08-02 04:02:37,252 - mmaction - INFO - Epoch [29][2200/2505] lr: 5.000e-04, eta: 1 day, 17:50:02, time: 1.987, data_time: 0.007, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8313, loss_cls: 1.5234, loss: 1.5234, grad_norm: 17.2322 2020-08-02 04:03:17,142 - mmaction - INFO - Epoch [29][2220/2505] lr: 5.000e-04, eta: 1 day, 17:49:06, time: 1.994, data_time: 0.008, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8401, loss_cls: 1.5260, loss: 1.5260, grad_norm: 16.3865 2020-08-02 04:04:00,353 - mmaction - INFO - Epoch [29][2240/2505] lr: 5.000e-04, eta: 1 day, 17:48:42, time: 2.147, data_time: 0.010, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8234, loss_cls: 1.6071, loss: 1.6071, grad_norm: 16.8648 2020-08-02 04:04:41,796 - mmaction - INFO - Epoch [29][2260/2505] lr: 5.000e-04, eta: 1 day, 17:48:02, time: 2.071, data_time: 0.019, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8396, loss_cls: 1.5175, loss: 1.5175, grad_norm: 17.4815 2020-08-02 04:05:22,719 - mmaction - INFO - Epoch [29][2280/2505] lr: 5.000e-04, eta: 1 day, 17:47:20, time: 2.061, data_time: 0.021, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8240, loss_cls: 1.5913, loss: 1.5913, grad_norm: 17.5745 2020-08-02 04:06:04,803 - mmaction - INFO - Epoch [29][2300/2505] lr: 5.000e-04, eta: 1 day, 17:46:46, time: 2.104, data_time: 0.008, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8484, loss_cls: 1.4790, loss: 1.4790, grad_norm: 16.2830 2020-08-02 04:06:46,265 - mmaction - INFO - Epoch [29][2320/2505] lr: 5.000e-04, eta: 1 day, 17:46:07, time: 2.073, data_time: 0.008, memory: 8520, top1_acc: 0.6698, top5_acc: 0.8344, loss_cls: 1.5071, loss: 1.5071, grad_norm: 17.1889 2020-08-02 04:07:27,806 - mmaction - INFO - Epoch [29][2340/2505] lr: 5.000e-04, eta: 1 day, 17:45:28, time: 2.077, data_time: 0.007, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8323, loss_cls: 1.5412, loss: 1.5412, grad_norm: 17.3942 2020-08-02 04:08:08,376 - mmaction - INFO - Epoch [29][2360/2505] lr: 5.000e-04, eta: 1 day, 17:44:39, time: 2.028, data_time: 0.008, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8396, loss_cls: 1.5098, loss: 1.5098, grad_norm: 16.8378 2020-08-02 04:08:50,143 - mmaction - INFO - Epoch [29][2380/2505] lr: 5.000e-04, eta: 1 day, 17:44:03, time: 2.089, data_time: 0.008, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8365, loss_cls: 1.5507, loss: 1.5507, grad_norm: 17.2992 2020-08-02 04:09:31,080 - mmaction - INFO - Epoch [29][2400/2505] lr: 5.000e-04, eta: 1 day, 17:43:18, time: 2.047, data_time: 0.007, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8458, loss_cls: 1.4971, loss: 1.4971, grad_norm: 18.1188 2020-08-02 04:10:11,970 - mmaction - INFO - Epoch [29][2420/2505] lr: 5.000e-04, eta: 1 day, 17:42:33, time: 2.044, data_time: 0.006, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.6042, loss: 1.6042, grad_norm: 17.8718 2020-08-02 04:10:54,864 - mmaction - INFO - Epoch [29][2440/2505] lr: 5.000e-04, eta: 1 day, 17:42:07, time: 2.144, data_time: 0.008, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8380, loss_cls: 1.4904, loss: 1.4904, grad_norm: 16.8338 2020-08-02 04:11:34,507 - mmaction - INFO - Epoch [29][2460/2505] lr: 5.000e-04, eta: 1 day, 17:41:07, time: 1.966, data_time: 0.007, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8401, loss_cls: 1.5663, loss: 1.5663, grad_norm: 17.2517 2020-08-02 04:12:16,277 - mmaction - INFO - Epoch [29][2480/2505] lr: 5.000e-04, eta: 1 day, 17:40:33, time: 2.105, data_time: 0.028, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8302, loss_cls: 1.5391, loss: 1.5391, grad_norm: 17.4123 2020-08-02 04:12:56,647 - mmaction - INFO - Epoch [29][2500/2505] lr: 5.000e-04, eta: 1 day, 17:39:42, time: 2.013, data_time: 0.006, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8333, loss_cls: 1.5909, loss: 1.5909, grad_norm: 17.8180 2020-08-02 04:14:14,390 - mmaction - INFO - Epoch [30][20/2505] lr: 5.000e-04, eta: 1 day, 17:41:01, time: 3.260, data_time: 1.282, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8359, loss_cls: 1.5406, loss: 1.5406, grad_norm: 17.0044 2020-08-02 04:14:54,937 - mmaction - INFO - Epoch [30][40/2505] lr: 5.000e-04, eta: 1 day, 17:40:11, time: 2.017, data_time: 0.006, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8224, loss_cls: 1.6299, loss: 1.6299, grad_norm: 17.5118 2020-08-02 04:15:34,811 - mmaction - INFO - Epoch [30][60/2505] lr: 5.000e-04, eta: 1 day, 17:39:14, time: 1.988, data_time: 0.016, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8250, loss_cls: 1.5520, loss: 1.5520, grad_norm: 16.9304 2020-08-02 04:16:14,671 - mmaction - INFO - Epoch [30][80/2505] lr: 5.000e-04, eta: 1 day, 17:38:20, time: 1.997, data_time: 0.022, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8396, loss_cls: 1.5358, loss: 1.5358, grad_norm: 16.7311 2020-08-02 04:16:55,259 - mmaction - INFO - Epoch [30][100/2505] lr: 5.000e-04, eta: 1 day, 17:37:31, time: 2.024, data_time: 0.018, memory: 8520, top1_acc: 0.6583, top5_acc: 0.8333, loss_cls: 1.5174, loss: 1.5174, grad_norm: 16.6260 2020-08-02 04:17:37,359 - mmaction - INFO - Epoch [30][120/2505] lr: 5.000e-04, eta: 1 day, 17:37:00, time: 2.120, data_time: 0.023, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8349, loss_cls: 1.5215, loss: 1.5215, grad_norm: 17.0435 2020-08-02 04:18:17,209 - mmaction - INFO - Epoch [30][140/2505] lr: 5.000e-04, eta: 1 day, 17:36:05, time: 1.994, data_time: 0.006, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8349, loss_cls: 1.5331, loss: 1.5331, grad_norm: 17.4976 2020-08-02 04:18:58,993 - mmaction - INFO - Epoch [30][160/2505] lr: 5.000e-04, eta: 1 day, 17:35:28, time: 2.088, data_time: 0.007, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8380, loss_cls: 1.5560, loss: 1.5560, grad_norm: 16.5896 2020-08-02 04:19:41,209 - mmaction - INFO - Epoch [30][180/2505] lr: 5.000e-04, eta: 1 day, 17:34:55, time: 2.111, data_time: 0.009, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8234, loss_cls: 1.5577, loss: 1.5577, grad_norm: 17.0248 2020-08-02 04:20:21,110 - mmaction - INFO - Epoch [30][200/2505] lr: 5.000e-04, eta: 1 day, 17:33:58, time: 1.981, data_time: 0.004, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8307, loss_cls: 1.5629, loss: 1.5629, grad_norm: 17.4025 2020-08-02 04:21:02,134 - mmaction - INFO - Epoch [30][220/2505] lr: 5.000e-04, eta: 1 day, 17:33:16, time: 2.066, data_time: 0.020, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8318, loss_cls: 1.5264, loss: 1.5264, grad_norm: 17.2312 2020-08-02 04:21:42,888 - mmaction - INFO - Epoch [30][240/2505] lr: 5.000e-04, eta: 1 day, 17:32:28, time: 2.028, data_time: 0.006, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8286, loss_cls: 1.5146, loss: 1.5146, grad_norm: 17.0167 2020-08-02 04:22:24,159 - mmaction - INFO - Epoch [30][260/2505] lr: 5.000e-04, eta: 1 day, 17:31:48, time: 2.073, data_time: 0.018, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8396, loss_cls: 1.5019, loss: 1.5019, grad_norm: 16.8174 2020-08-02 04:23:05,003 - mmaction - INFO - Epoch [30][280/2505] lr: 5.000e-04, eta: 1 day, 17:31:03, time: 2.043, data_time: 0.006, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8333, loss_cls: 1.5054, loss: 1.5054, grad_norm: 17.3960 2020-08-02 04:23:45,931 - mmaction - INFO - Epoch [30][300/2505] lr: 5.000e-04, eta: 1 day, 17:30:18, time: 2.046, data_time: 0.007, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8339, loss_cls: 1.5584, loss: 1.5584, grad_norm: 17.9060 2020-08-02 04:24:27,445 - mmaction - INFO - Epoch [30][320/2505] lr: 5.000e-04, eta: 1 day, 17:29:38, time: 2.076, data_time: 0.010, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8328, loss_cls: 1.5294, loss: 1.5294, grad_norm: 16.6475 2020-08-02 04:25:07,784 - mmaction - INFO - Epoch [30][340/2505] lr: 5.000e-04, eta: 1 day, 17:28:48, time: 2.017, data_time: 0.006, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8417, loss_cls: 1.5182, loss: 1.5182, grad_norm: 17.6778 2020-08-02 04:25:49,145 - mmaction - INFO - Epoch [30][360/2505] lr: 5.000e-04, eta: 1 day, 17:28:07, time: 2.068, data_time: 0.009, memory: 8520, top1_acc: 0.6719, top5_acc: 0.8427, loss_cls: 1.5011, loss: 1.5011, grad_norm: 16.7816 2020-08-02 04:26:30,269 - mmaction - INFO - Epoch [30][380/2505] lr: 5.000e-04, eta: 1 day, 17:27:24, time: 2.056, data_time: 0.007, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8432, loss_cls: 1.4868, loss: 1.4868, grad_norm: 16.9155 2020-08-02 04:27:11,776 - mmaction - INFO - Epoch [30][400/2505] lr: 5.000e-04, eta: 1 day, 17:26:43, time: 2.067, data_time: 0.009, memory: 8520, top1_acc: 0.6818, top5_acc: 0.8432, loss_cls: 1.4632, loss: 1.4632, grad_norm: 16.3781 2020-08-02 04:27:51,850 - mmaction - INFO - Epoch [30][420/2505] lr: 5.000e-04, eta: 1 day, 17:25:49, time: 1.995, data_time: 0.013, memory: 8520, top1_acc: 0.6698, top5_acc: 0.8516, loss_cls: 1.4669, loss: 1.4669, grad_norm: 17.1407 2020-08-02 04:28:32,975 - mmaction - INFO - Epoch [30][440/2505] lr: 5.000e-04, eta: 1 day, 17:25:07, time: 2.059, data_time: 0.022, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8333, loss_cls: 1.4984, loss: 1.4984, grad_norm: 16.8614 2020-08-02 04:29:13,909 - mmaction - INFO - Epoch [30][460/2505] lr: 5.000e-04, eta: 1 day, 17:24:25, time: 2.062, data_time: 0.019, memory: 8520, top1_acc: 0.6625, top5_acc: 0.8359, loss_cls: 1.5085, loss: 1.5085, grad_norm: 16.8832 2020-08-02 04:29:54,180 - mmaction - INFO - Epoch [30][480/2505] lr: 5.000e-04, eta: 1 day, 17:23:32, time: 2.003, data_time: 0.005, memory: 8520, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.5102, loss: 1.5102, grad_norm: 16.6459 2020-08-02 04:30:34,194 - mmaction - INFO - Epoch [30][500/2505] lr: 5.000e-04, eta: 1 day, 17:22:38, time: 1.994, data_time: 0.016, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8438, loss_cls: 1.4121, loss: 1.4121, grad_norm: 16.4404 2020-08-02 04:31:14,263 - mmaction - INFO - Epoch [30][520/2505] lr: 5.000e-04, eta: 1 day, 17:21:46, time: 2.005, data_time: 0.022, memory: 8520, top1_acc: 0.6672, top5_acc: 0.8417, loss_cls: 1.4932, loss: 1.4932, grad_norm: 17.5134 2020-08-02 04:31:56,379 - mmaction - INFO - Epoch [30][540/2505] lr: 5.000e-04, eta: 1 day, 17:21:15, time: 2.122, data_time: 0.024, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8224, loss_cls: 1.5703, loss: 1.5703, grad_norm: 16.9162 2020-08-02 04:32:36,816 - mmaction - INFO - Epoch [30][560/2505] lr: 5.000e-04, eta: 1 day, 17:20:24, time: 2.010, data_time: 0.006, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8417, loss_cls: 1.5082, loss: 1.5082, grad_norm: 17.3382 2020-08-02 04:33:18,976 - mmaction - INFO - Epoch [30][580/2505] lr: 5.000e-04, eta: 1 day, 17:19:53, time: 2.121, data_time: 0.021, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8307, loss_cls: 1.5500, loss: 1.5500, grad_norm: 17.1013 2020-08-02 04:34:00,599 - mmaction - INFO - Epoch [30][600/2505] lr: 5.000e-04, eta: 1 day, 17:19:14, time: 2.081, data_time: 0.008, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8417, loss_cls: 1.5337, loss: 1.5337, grad_norm: 17.0076 2020-08-02 04:34:40,144 - mmaction - INFO - Epoch [30][620/2505] lr: 5.000e-04, eta: 1 day, 17:18:18, time: 1.978, data_time: 0.007, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8313, loss_cls: 1.5165, loss: 1.5165, grad_norm: 16.5359 2020-08-02 04:35:20,692 - mmaction - INFO - Epoch [30][640/2505] lr: 5.000e-04, eta: 1 day, 17:17:30, time: 2.028, data_time: 0.008, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8297, loss_cls: 1.5665, loss: 1.5665, grad_norm: 17.3048 2020-08-02 04:36:02,662 - mmaction - INFO - Epoch [30][660/2505] lr: 5.000e-04, eta: 1 day, 17:16:54, time: 2.098, data_time: 0.006, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8380, loss_cls: 1.5576, loss: 1.5576, grad_norm: 16.8548 2020-08-02 04:36:42,797 - mmaction - INFO - Epoch [30][680/2505] lr: 5.000e-04, eta: 1 day, 17:16:03, time: 2.006, data_time: 0.008, memory: 8520, top1_acc: 0.6729, top5_acc: 0.8464, loss_cls: 1.4536, loss: 1.4536, grad_norm: 16.2331 2020-08-02 04:37:23,790 - mmaction - INFO - Epoch [30][700/2505] lr: 5.000e-04, eta: 1 day, 17:15:19, time: 2.050, data_time: 0.005, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8240, loss_cls: 1.5630, loss: 1.5630, grad_norm: 16.8445 2020-08-02 04:38:05,592 - mmaction - INFO - Epoch [30][720/2505] lr: 5.000e-04, eta: 1 day, 17:14:42, time: 2.090, data_time: 0.008, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8396, loss_cls: 1.4966, loss: 1.4966, grad_norm: 17.4891 2020-08-02 04:38:46,546 - mmaction - INFO - Epoch [30][740/2505] lr: 5.000e-04, eta: 1 day, 17:13:57, time: 2.039, data_time: 0.007, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8365, loss_cls: 1.5141, loss: 1.5141, grad_norm: 17.3630 2020-08-02 04:39:27,387 - mmaction - INFO - Epoch [30][760/2505] lr: 5.000e-04, eta: 1 day, 17:13:11, time: 2.039, data_time: 0.017, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8370, loss_cls: 1.4850, loss: 1.4850, grad_norm: 16.8134 2020-08-02 04:40:08,707 - mmaction - INFO - Epoch [30][780/2505] lr: 5.000e-04, eta: 1 day, 17:12:32, time: 2.077, data_time: 0.018, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8495, loss_cls: 1.5060, loss: 1.5060, grad_norm: 17.5599 2020-08-02 04:40:49,073 - mmaction - INFO - Epoch [30][800/2505] lr: 5.000e-04, eta: 1 day, 17:11:43, time: 2.019, data_time: 0.007, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8417, loss_cls: 1.5041, loss: 1.5041, grad_norm: 17.6125 2020-08-02 04:41:31,294 - mmaction - INFO - Epoch [30][820/2505] lr: 5.000e-04, eta: 1 day, 17:11:09, time: 2.110, data_time: 0.009, memory: 8520, top1_acc: 0.6427, top5_acc: 0.8313, loss_cls: 1.5678, loss: 1.5678, grad_norm: 17.8491 2020-08-02 04:42:13,007 - mmaction - INFO - Epoch [30][840/2505] lr: 5.000e-04, eta: 1 day, 17:10:32, time: 2.086, data_time: 0.008, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8333, loss_cls: 1.4910, loss: 1.4910, grad_norm: 17.1467 2020-08-02 04:42:53,429 - mmaction - INFO - Epoch [30][860/2505] lr: 5.000e-04, eta: 1 day, 17:09:43, time: 2.021, data_time: 0.008, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8406, loss_cls: 1.5117, loss: 1.5117, grad_norm: 17.3065 2020-08-02 04:43:33,307 - mmaction - INFO - Epoch [30][880/2505] lr: 5.000e-04, eta: 1 day, 17:08:50, time: 1.994, data_time: 0.007, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8411, loss_cls: 1.5013, loss: 1.5013, grad_norm: 17.0149 2020-08-02 04:44:14,652 - mmaction - INFO - Epoch [30][900/2505] lr: 5.000e-04, eta: 1 day, 17:08:07, time: 2.055, data_time: 0.007, memory: 8520, top1_acc: 0.6328, top5_acc: 0.8172, loss_cls: 1.6361, loss: 1.6361, grad_norm: 18.3818 2020-08-02 04:44:55,744 - mmaction - INFO - Epoch [30][920/2505] lr: 5.000e-04, eta: 1 day, 17:07:23, time: 2.048, data_time: 0.017, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8328, loss_cls: 1.5446, loss: 1.5446, grad_norm: 17.6636 2020-08-02 04:45:37,700 - mmaction - INFO - Epoch [30][940/2505] lr: 5.000e-04, eta: 1 day, 17:06:48, time: 2.101, data_time: 0.029, memory: 8520, top1_acc: 0.6625, top5_acc: 0.8370, loss_cls: 1.5059, loss: 1.5059, grad_norm: 17.0701 2020-08-02 04:46:19,030 - mmaction - INFO - Epoch [30][960/2505] lr: 5.000e-04, eta: 1 day, 17:06:10, time: 2.082, data_time: 0.022, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8385, loss_cls: 1.5075, loss: 1.5075, grad_norm: 16.6924 2020-08-02 04:47:00,190 - mmaction - INFO - Epoch [30][980/2505] lr: 5.000e-04, eta: 1 day, 17:05:27, time: 2.056, data_time: 0.010, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8437, loss_cls: 1.5208, loss: 1.5208, grad_norm: 17.1885 2020-08-02 04:47:41,677 - mmaction - INFO - Epoch [30][1000/2505] lr: 5.000e-04, eta: 1 day, 17:04:48, time: 2.076, data_time: 0.009, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8104, loss_cls: 1.6690, loss: 1.6690, grad_norm: 17.2741 2020-08-02 04:48:23,178 - mmaction - INFO - Epoch [30][1020/2505] lr: 5.000e-04, eta: 1 day, 17:04:08, time: 2.070, data_time: 0.007, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8448, loss_cls: 1.4817, loss: 1.4817, grad_norm: 15.9799 2020-08-02 04:49:04,471 - mmaction - INFO - Epoch [30][1040/2505] lr: 5.000e-04, eta: 1 day, 17:03:27, time: 2.068, data_time: 0.014, memory: 8520, top1_acc: 0.6708, top5_acc: 0.8328, loss_cls: 1.5066, loss: 1.5066, grad_norm: 17.1506 2020-08-02 04:49:45,326 - mmaction - INFO - Epoch [30][1060/2505] lr: 5.000e-04, eta: 1 day, 17:02:41, time: 2.034, data_time: 0.008, memory: 8520, top1_acc: 0.6719, top5_acc: 0.8417, loss_cls: 1.5165, loss: 1.5165, grad_norm: 16.1637 2020-08-02 04:50:27,414 - mmaction - INFO - Epoch [30][1080/2505] lr: 5.000e-04, eta: 1 day, 17:02:06, time: 2.104, data_time: 0.017, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8224, loss_cls: 1.5903, loss: 1.5903, grad_norm: 17.2220 2020-08-02 04:51:08,994 - mmaction - INFO - Epoch [30][1100/2505] lr: 5.000e-04, eta: 1 day, 17:01:29, time: 2.090, data_time: 0.028, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8266, loss_cls: 1.5690, loss: 1.5690, grad_norm: 17.3612 2020-08-02 04:51:49,894 - mmaction - INFO - Epoch [30][1120/2505] lr: 5.000e-04, eta: 1 day, 17:00:44, time: 2.045, data_time: 0.012, memory: 8520, top1_acc: 0.6443, top5_acc: 0.8328, loss_cls: 1.5610, loss: 1.5610, grad_norm: 17.4835 2020-08-02 04:52:30,586 - mmaction - INFO - Epoch [30][1140/2505] lr: 5.000e-04, eta: 1 day, 16:59:58, time: 2.034, data_time: 0.006, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8359, loss_cls: 1.5389, loss: 1.5389, grad_norm: 17.5317 2020-08-02 04:53:12,042 - mmaction - INFO - Epoch [30][1160/2505] lr: 5.000e-04, eta: 1 day, 16:59:18, time: 2.072, data_time: 0.010, memory: 8520, top1_acc: 0.6771, top5_acc: 0.8505, loss_cls: 1.4467, loss: 1.4467, grad_norm: 16.6071 2020-08-02 04:53:52,764 - mmaction - INFO - Epoch [30][1180/2505] lr: 5.000e-04, eta: 1 day, 16:58:32, time: 2.035, data_time: 0.005, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8448, loss_cls: 1.4800, loss: 1.4800, grad_norm: 16.9520 2020-08-02 04:54:34,429 - mmaction - INFO - Epoch [30][1200/2505] lr: 5.000e-04, eta: 1 day, 16:57:54, time: 2.084, data_time: 0.008, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8411, loss_cls: 1.5189, loss: 1.5189, grad_norm: 16.9332 2020-08-02 04:55:14,479 - mmaction - INFO - Epoch [30][1220/2505] lr: 5.000e-04, eta: 1 day, 16:57:00, time: 1.986, data_time: 0.007, memory: 8520, top1_acc: 0.6734, top5_acc: 0.8422, loss_cls: 1.4566, loss: 1.4566, grad_norm: 15.9667 2020-08-02 04:55:56,091 - mmaction - INFO - Epoch [30][1240/2505] lr: 5.000e-04, eta: 1 day, 16:56:24, time: 2.097, data_time: 0.022, memory: 8520, top1_acc: 0.6411, top5_acc: 0.8172, loss_cls: 1.6354, loss: 1.6354, grad_norm: 17.4413 2020-08-02 04:56:36,095 - mmaction - INFO - Epoch [30][1260/2505] lr: 5.000e-04, eta: 1 day, 16:55:32, time: 1.995, data_time: 0.008, memory: 8520, top1_acc: 0.6734, top5_acc: 0.8417, loss_cls: 1.5133, loss: 1.5133, grad_norm: 16.7266 2020-08-02 04:57:16,518 - mmaction - INFO - Epoch [30][1280/2505] lr: 5.000e-04, eta: 1 day, 16:54:43, time: 2.021, data_time: 0.012, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8422, loss_cls: 1.5108, loss: 1.5108, grad_norm: 17.5105 2020-08-02 04:57:58,309 - mmaction - INFO - Epoch [30][1300/2505] lr: 5.000e-04, eta: 1 day, 16:54:07, time: 2.095, data_time: 0.011, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8417, loss_cls: 1.5198, loss: 1.5198, grad_norm: 17.7435 2020-08-02 04:58:38,935 - mmaction - INFO - Epoch [30][1320/2505] lr: 5.000e-04, eta: 1 day, 16:53:18, time: 2.012, data_time: 0.008, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8260, loss_cls: 1.5643, loss: 1.5643, grad_norm: 17.0221 2020-08-02 04:59:20,975 - mmaction - INFO - Epoch [30][1340/2505] lr: 5.000e-04, eta: 1 day, 16:52:46, time: 2.121, data_time: 0.032, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8401, loss_cls: 1.5281, loss: 1.5281, grad_norm: 16.9844 2020-08-02 05:00:00,993 - mmaction - INFO - Epoch [30][1360/2505] lr: 5.000e-04, eta: 1 day, 16:51:54, time: 2.001, data_time: 0.007, memory: 8520, top1_acc: 0.6698, top5_acc: 0.8536, loss_cls: 1.4687, loss: 1.4687, grad_norm: 16.3610 2020-08-02 05:00:42,808 - mmaction - INFO - Epoch [30][1380/2505] lr: 5.000e-04, eta: 1 day, 16:51:17, time: 2.091, data_time: 0.007, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8443, loss_cls: 1.4864, loss: 1.4864, grad_norm: 16.7122 2020-08-02 05:01:25,132 - mmaction - INFO - Epoch [30][1400/2505] lr: 5.000e-04, eta: 1 day, 16:50:42, time: 2.101, data_time: 0.010, memory: 8520, top1_acc: 0.6656, top5_acc: 0.8448, loss_cls: 1.4721, loss: 1.4721, grad_norm: 17.4834 2020-08-02 05:02:07,148 - mmaction - INFO - Epoch [30][1420/2505] lr: 5.000e-04, eta: 1 day, 16:50:09, time: 2.116, data_time: 0.024, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8349, loss_cls: 1.5393, loss: 1.5393, grad_norm: 17.6823 2020-08-02 05:02:47,835 - mmaction - INFO - Epoch [30][1440/2505] lr: 5.000e-04, eta: 1 day, 16:49:23, time: 2.035, data_time: 0.006, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8323, loss_cls: 1.5330, loss: 1.5330, grad_norm: 17.6625 2020-08-02 05:03:29,344 - mmaction - INFO - Epoch [30][1460/2505] lr: 5.000e-04, eta: 1 day, 16:48:44, time: 2.076, data_time: 0.009, memory: 8520, top1_acc: 0.6625, top5_acc: 0.8464, loss_cls: 1.5049, loss: 1.5049, grad_norm: 16.9917 2020-08-02 05:04:10,135 - mmaction - INFO - Epoch [30][1480/2505] lr: 5.000e-04, eta: 1 day, 16:47:56, time: 2.022, data_time: 0.007, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8297, loss_cls: 1.5626, loss: 1.5626, grad_norm: 17.1950 2020-08-02 05:04:51,985 - mmaction - INFO - Epoch [30][1500/2505] lr: 5.000e-04, eta: 1 day, 16:47:22, time: 2.109, data_time: 0.029, memory: 8520, top1_acc: 0.6698, top5_acc: 0.8443, loss_cls: 1.4695, loss: 1.4695, grad_norm: 17.2987 2020-08-02 05:05:31,167 - mmaction - INFO - Epoch [30][1520/2505] lr: 5.000e-04, eta: 1 day, 16:46:24, time: 1.960, data_time: 0.005, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8349, loss_cls: 1.5736, loss: 1.5736, grad_norm: 17.2180 2020-08-02 05:06:11,648 - mmaction - INFO - Epoch [30][1540/2505] lr: 5.000e-04, eta: 1 day, 16:45:36, time: 2.024, data_time: 0.008, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8385, loss_cls: 1.4961, loss: 1.4961, grad_norm: 17.0159 2020-08-02 05:06:51,470 - mmaction - INFO - Epoch [30][1560/2505] lr: 5.000e-04, eta: 1 day, 16:44:44, time: 1.991, data_time: 0.006, memory: 8520, top1_acc: 0.6677, top5_acc: 0.8406, loss_cls: 1.4892, loss: 1.4892, grad_norm: 17.0536 2020-08-02 05:07:31,742 - mmaction - INFO - Epoch [30][1580/2505] lr: 5.000e-04, eta: 1 day, 16:43:54, time: 2.013, data_time: 0.008, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8339, loss_cls: 1.5610, loss: 1.5610, grad_norm: 17.1347 2020-08-02 05:08:11,939 - mmaction - INFO - Epoch [30][1600/2505] lr: 5.000e-04, eta: 1 day, 16:43:05, time: 2.010, data_time: 0.007, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8266, loss_cls: 1.5161, loss: 1.5161, grad_norm: 17.9427 2020-08-02 05:08:52,241 - mmaction - INFO - Epoch [30][1620/2505] lr: 5.000e-04, eta: 1 day, 16:42:16, time: 2.015, data_time: 0.005, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8333, loss_cls: 1.5705, loss: 1.5705, grad_norm: 17.5726 2020-08-02 05:09:33,095 - mmaction - INFO - Epoch [30][1640/2505] lr: 5.000e-04, eta: 1 day, 16:41:32, time: 2.043, data_time: 0.006, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8370, loss_cls: 1.5007, loss: 1.5007, grad_norm: 17.1765 2020-08-02 05:10:15,014 - mmaction - INFO - Epoch [30][1660/2505] lr: 5.000e-04, eta: 1 day, 16:40:53, time: 2.081, data_time: 0.005, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8484, loss_cls: 1.4948, loss: 1.4948, grad_norm: 18.1227 2020-08-02 05:10:55,990 - mmaction - INFO - Epoch [30][1680/2505] lr: 5.000e-04, eta: 1 day, 16:40:09, time: 2.045, data_time: 0.020, memory: 8520, top1_acc: 0.6714, top5_acc: 0.8458, loss_cls: 1.4685, loss: 1.4685, grad_norm: 17.4229 2020-08-02 05:11:37,451 - mmaction - INFO - Epoch [30][1700/2505] lr: 5.000e-04, eta: 1 day, 16:39:32, time: 2.091, data_time: 0.025, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8255, loss_cls: 1.6203, loss: 1.6203, grad_norm: 18.5224 2020-08-02 05:12:18,224 - mmaction - INFO - Epoch [30][1720/2505] lr: 5.000e-04, eta: 1 day, 16:38:45, time: 2.025, data_time: 0.008, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.5459, loss: 1.5459, grad_norm: 17.2023 2020-08-02 05:13:00,121 - mmaction - INFO - Epoch [30][1740/2505] lr: 5.000e-04, eta: 1 day, 16:38:11, time: 2.108, data_time: 0.019, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8333, loss_cls: 1.5306, loss: 1.5306, grad_norm: 17.3446 2020-08-02 05:13:40,243 - mmaction - INFO - Epoch [30][1760/2505] lr: 5.000e-04, eta: 1 day, 16:37:19, time: 1.996, data_time: 0.006, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8328, loss_cls: 1.5708, loss: 1.5708, grad_norm: 17.9769 2020-08-02 05:14:22,129 - mmaction - INFO - Epoch [30][1780/2505] lr: 5.000e-04, eta: 1 day, 16:36:44, time: 2.105, data_time: 0.017, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8313, loss_cls: 1.6252, loss: 1.6252, grad_norm: 17.7070 2020-08-02 05:15:02,409 - mmaction - INFO - Epoch [30][1800/2505] lr: 5.000e-04, eta: 1 day, 16:35:54, time: 2.005, data_time: 0.008, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8401, loss_cls: 1.5461, loss: 1.5461, grad_norm: 17.9532 2020-08-02 05:15:43,309 - mmaction - INFO - Epoch [30][1820/2505] lr: 5.000e-04, eta: 1 day, 16:35:12, time: 2.055, data_time: 0.015, memory: 8520, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.5814, loss: 1.5814, grad_norm: 17.3981 2020-08-02 05:16:26,352 - mmaction - INFO - Epoch [30][1840/2505] lr: 5.000e-04, eta: 1 day, 16:34:43, time: 2.149, data_time: 0.006, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8302, loss_cls: 1.5773, loss: 1.5773, grad_norm: 17.8289 2020-08-02 05:17:06,576 - mmaction - INFO - Epoch [30][1860/2505] lr: 5.000e-04, eta: 1 day, 16:33:55, time: 2.014, data_time: 0.008, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8479, loss_cls: 1.4570, loss: 1.4570, grad_norm: 17.0634 2020-08-02 05:17:49,114 - mmaction - INFO - Epoch [30][1880/2505] lr: 5.000e-04, eta: 1 day, 16:33:23, time: 2.128, data_time: 0.010, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8255, loss_cls: 1.5728, loss: 1.5728, grad_norm: 17.4278 2020-08-02 05:18:30,550 - mmaction - INFO - Epoch [30][1900/2505] lr: 5.000e-04, eta: 1 day, 16:32:42, time: 2.066, data_time: 0.008, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8427, loss_cls: 1.5191, loss: 1.5191, grad_norm: 17.1687 2020-08-02 05:19:11,128 - mmaction - INFO - Epoch [30][1920/2505] lr: 5.000e-04, eta: 1 day, 16:31:53, time: 2.012, data_time: 0.011, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8458, loss_cls: 1.4873, loss: 1.4873, grad_norm: 16.5724 2020-08-02 05:19:52,647 - mmaction - INFO - Epoch [30][1940/2505] lr: 5.000e-04, eta: 1 day, 16:31:17, time: 2.097, data_time: 0.037, memory: 8520, top1_acc: 0.6771, top5_acc: 0.8474, loss_cls: 1.4573, loss: 1.4573, grad_norm: 17.4251 2020-08-02 05:20:32,826 - mmaction - INFO - Epoch [30][1960/2505] lr: 5.000e-04, eta: 1 day, 16:30:28, time: 2.009, data_time: 0.005, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8214, loss_cls: 1.5822, loss: 1.5822, grad_norm: 17.6317 2020-08-02 05:21:13,063 - mmaction - INFO - Epoch [30][1980/2505] lr: 5.000e-04, eta: 1 day, 16:29:39, time: 2.012, data_time: 0.006, memory: 8520, top1_acc: 0.6656, top5_acc: 0.8370, loss_cls: 1.5082, loss: 1.5082, grad_norm: 17.0851 2020-08-02 05:21:56,080 - mmaction - INFO - Epoch [30][2000/2505] lr: 5.000e-04, eta: 1 day, 16:29:09, time: 2.138, data_time: 0.008, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8297, loss_cls: 1.5173, loss: 1.5173, grad_norm: 16.6598 2020-08-02 05:22:36,839 - mmaction - INFO - Epoch [30][2020/2505] lr: 5.000e-04, eta: 1 day, 16:28:23, time: 2.033, data_time: 0.017, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8224, loss_cls: 1.5679, loss: 1.5679, grad_norm: 17.2742 2020-08-02 05:23:18,170 - mmaction - INFO - Epoch [30][2040/2505] lr: 5.000e-04, eta: 1 day, 16:27:43, time: 2.072, data_time: 0.023, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8307, loss_cls: 1.5399, loss: 1.5399, grad_norm: 16.3744 2020-08-02 05:24:00,015 - mmaction - INFO - Epoch [30][2060/2505] lr: 5.000e-04, eta: 1 day, 16:27:07, time: 2.093, data_time: 0.017, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8333, loss_cls: 1.5573, loss: 1.5573, grad_norm: 17.0785 2020-08-02 05:24:41,210 - mmaction - INFO - Epoch [30][2080/2505] lr: 5.000e-04, eta: 1 day, 16:26:25, time: 2.060, data_time: 0.015, memory: 8520, top1_acc: 0.6714, top5_acc: 0.8432, loss_cls: 1.4991, loss: 1.4991, grad_norm: 16.6723 2020-08-02 05:25:22,094 - mmaction - INFO - Epoch [30][2100/2505] lr: 5.000e-04, eta: 1 day, 16:25:39, time: 2.032, data_time: 0.025, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8281, loss_cls: 1.5873, loss: 1.5873, grad_norm: 17.2155 2020-08-02 05:26:05,162 - mmaction - INFO - Epoch [30][2120/2505] lr: 5.000e-04, eta: 1 day, 16:25:14, time: 2.176, data_time: 0.037, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8417, loss_cls: 1.5092, loss: 1.5092, grad_norm: 17.1823 2020-08-02 05:26:46,380 - mmaction - INFO - Epoch [30][2140/2505] lr: 5.000e-04, eta: 1 day, 16:24:33, time: 2.061, data_time: 0.008, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8365, loss_cls: 1.5414, loss: 1.5414, grad_norm: 17.5625 2020-08-02 05:27:28,547 - mmaction - INFO - Epoch [30][2160/2505] lr: 5.000e-04, eta: 1 day, 16:23:56, time: 2.092, data_time: 0.009, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8234, loss_cls: 1.5622, loss: 1.5622, grad_norm: 16.7551 2020-08-02 05:28:10,643 - mmaction - INFO - Epoch [30][2180/2505] lr: 5.000e-04, eta: 1 day, 16:23:23, time: 2.121, data_time: 0.021, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8344, loss_cls: 1.5370, loss: 1.5370, grad_norm: 17.1575 2020-08-02 05:28:51,486 - mmaction - INFO - Epoch [30][2200/2505] lr: 5.000e-04, eta: 1 day, 16:22:37, time: 2.031, data_time: 0.003, memory: 8520, top1_acc: 0.6313, top5_acc: 0.8266, loss_cls: 1.6311, loss: 1.6311, grad_norm: 17.3851 2020-08-02 05:29:32,091 - mmaction - INFO - Epoch [30][2220/2505] lr: 5.000e-04, eta: 1 day, 16:21:50, time: 2.026, data_time: 0.019, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8312, loss_cls: 1.5299, loss: 1.5299, grad_norm: 17.9359 2020-08-02 05:30:13,915 - mmaction - INFO - Epoch [30][2240/2505] lr: 5.000e-04, eta: 1 day, 16:21:15, time: 2.106, data_time: 0.022, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8318, loss_cls: 1.5320, loss: 1.5320, grad_norm: 17.4536 2020-08-02 05:30:54,115 - mmaction - INFO - Epoch [30][2260/2505] lr: 5.000e-04, eta: 1 day, 16:20:26, time: 2.010, data_time: 0.008, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8187, loss_cls: 1.6215, loss: 1.6215, grad_norm: 17.4931 2020-08-02 05:31:34,455 - mmaction - INFO - Epoch [30][2280/2505] lr: 5.000e-04, eta: 1 day, 16:19:38, time: 2.017, data_time: 0.007, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8365, loss_cls: 1.4871, loss: 1.4871, grad_norm: 16.7093 2020-08-02 05:32:15,002 - mmaction - INFO - Epoch [30][2300/2505] lr: 5.000e-04, eta: 1 day, 16:18:52, time: 2.027, data_time: 0.006, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8453, loss_cls: 1.4664, loss: 1.4664, grad_norm: 17.1401 2020-08-02 05:32:56,925 - mmaction - INFO - Epoch [30][2320/2505] lr: 5.000e-04, eta: 1 day, 16:18:13, time: 2.080, data_time: 0.009, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8292, loss_cls: 1.5393, loss: 1.5393, grad_norm: 17.1333 2020-08-02 05:33:37,944 - mmaction - INFO - Epoch [30][2340/2505] lr: 5.000e-04, eta: 1 day, 16:17:29, time: 2.048, data_time: 0.022, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8307, loss_cls: 1.5801, loss: 1.5801, grad_norm: 17.4487 2020-08-02 05:34:20,200 - mmaction - INFO - Epoch [30][2360/2505] lr: 5.000e-04, eta: 1 day, 16:16:57, time: 2.127, data_time: 0.023, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8339, loss_cls: 1.5481, loss: 1.5481, grad_norm: 16.9832 2020-08-02 05:35:01,843 - mmaction - INFO - Epoch [30][2380/2505] lr: 5.000e-04, eta: 1 day, 16:16:18, time: 2.079, data_time: 0.011, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8417, loss_cls: 1.4940, loss: 1.4940, grad_norm: 17.1174 2020-08-02 05:35:42,375 - mmaction - INFO - Epoch [30][2400/2505] lr: 5.000e-04, eta: 1 day, 16:15:30, time: 2.016, data_time: 0.016, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8266, loss_cls: 1.5971, loss: 1.5971, grad_norm: 18.5149 2020-08-02 05:36:22,911 - mmaction - INFO - Epoch [30][2420/2505] lr: 5.000e-04, eta: 1 day, 16:14:46, time: 2.045, data_time: 0.033, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8234, loss_cls: 1.5961, loss: 1.5961, grad_norm: 17.5565 2020-08-02 05:37:05,099 - mmaction - INFO - Epoch [30][2440/2505] lr: 5.000e-04, eta: 1 day, 16:14:12, time: 2.111, data_time: 0.009, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8380, loss_cls: 1.5434, loss: 1.5434, grad_norm: 17.6322 2020-08-02 05:37:47,588 - mmaction - INFO - Epoch [30][2460/2505] lr: 5.000e-04, eta: 1 day, 16:13:38, time: 2.115, data_time: 0.008, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8411, loss_cls: 1.5387, loss: 1.5387, grad_norm: 17.5787 2020-08-02 05:38:28,669 - mmaction - INFO - Epoch [30][2480/2505] lr: 5.000e-04, eta: 1 day, 16:12:57, time: 2.064, data_time: 0.018, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8401, loss_cls: 1.4950, loss: 1.4950, grad_norm: 17.2028 2020-08-02 05:39:09,645 - mmaction - INFO - Epoch [30][2500/2505] lr: 5.000e-04, eta: 1 day, 16:12:12, time: 2.043, data_time: 0.007, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8396, loss_cls: 1.5038, loss: 1.5038, grad_norm: 17.2280 2020-08-02 05:39:22,470 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-08-02 05:40:30,086 - mmaction - INFO - Epoch [31][20/2505] lr: 5.000e-04, eta: 1 day, 16:13:10, time: 3.357, data_time: 1.378, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8349, loss_cls: 1.5163, loss: 1.5163, grad_norm: 17.5145 2020-08-02 05:41:11,106 - mmaction - INFO - Epoch [31][40/2505] lr: 5.000e-04, eta: 1 day, 16:12:25, time: 2.043, data_time: 0.009, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8464, loss_cls: 1.4894, loss: 1.4894, grad_norm: 16.6750 2020-08-02 05:41:52,429 - mmaction - INFO - Epoch [31][60/2505] lr: 5.000e-04, eta: 1 day, 16:11:45, time: 2.074, data_time: 0.014, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.5043, loss: 1.5043, grad_norm: 16.5911 2020-08-02 05:42:32,909 - mmaction - INFO - Epoch [31][80/2505] lr: 5.000e-04, eta: 1 day, 16:10:57, time: 2.013, data_time: 0.008, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8469, loss_cls: 1.4752, loss: 1.4752, grad_norm: 17.1710 2020-08-02 05:43:13,215 - mmaction - INFO - Epoch [31][100/2505] lr: 5.000e-04, eta: 1 day, 16:10:07, time: 2.005, data_time: 0.020, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8255, loss_cls: 1.5839, loss: 1.5839, grad_norm: 16.6799 2020-08-02 05:43:55,210 - mmaction - INFO - Epoch [31][120/2505] lr: 5.000e-04, eta: 1 day, 16:09:34, time: 2.122, data_time: 0.032, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8297, loss_cls: 1.5597, loss: 1.5597, grad_norm: 16.8706 2020-08-02 05:44:35,391 - mmaction - INFO - Epoch [31][140/2505] lr: 5.000e-04, eta: 1 day, 16:08:45, time: 2.009, data_time: 0.003, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8391, loss_cls: 1.5180, loss: 1.5180, grad_norm: 17.4219 2020-08-02 05:45:15,192 - mmaction - INFO - Epoch [31][160/2505] lr: 5.000e-04, eta: 1 day, 16:07:53, time: 1.989, data_time: 0.004, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8354, loss_cls: 1.5231, loss: 1.5231, grad_norm: 17.5928 2020-08-02 05:45:55,286 - mmaction - INFO - Epoch [31][180/2505] lr: 5.000e-04, eta: 1 day, 16:07:04, time: 2.005, data_time: 0.005, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.4679, loss: 1.4679, grad_norm: 17.4248 2020-08-02 05:46:35,702 - mmaction - INFO - Epoch [31][200/2505] lr: 5.000e-04, eta: 1 day, 16:06:16, time: 2.021, data_time: 0.005, memory: 8520, top1_acc: 0.6714, top5_acc: 0.8375, loss_cls: 1.4845, loss: 1.4845, grad_norm: 17.1602 2020-08-02 05:47:16,351 - mmaction - INFO - Epoch [31][220/2505] lr: 5.000e-04, eta: 1 day, 16:05:31, time: 2.032, data_time: 0.007, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8281, loss_cls: 1.5223, loss: 1.5223, grad_norm: 17.0824 2020-08-02 05:47:56,972 - mmaction - INFO - Epoch [31][240/2505] lr: 5.000e-04, eta: 1 day, 16:04:45, time: 2.031, data_time: 0.010, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8292, loss_cls: 1.5531, loss: 1.5531, grad_norm: 17.7339 2020-08-02 05:48:37,779 - mmaction - INFO - Epoch [31][260/2505] lr: 5.000e-04, eta: 1 day, 16:04:00, time: 2.040, data_time: 0.007, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8448, loss_cls: 1.4787, loss: 1.4787, grad_norm: 16.3366 2020-08-02 05:49:19,429 - mmaction - INFO - Epoch [31][280/2505] lr: 5.000e-04, eta: 1 day, 16:03:21, time: 2.082, data_time: 0.010, memory: 8520, top1_acc: 0.6625, top5_acc: 0.8411, loss_cls: 1.5459, loss: 1.5459, grad_norm: 17.4543 2020-08-02 05:50:01,675 - mmaction - INFO - Epoch [31][300/2505] lr: 5.000e-04, eta: 1 day, 16:02:45, time: 2.100, data_time: 0.006, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8354, loss_cls: 1.5206, loss: 1.5206, grad_norm: 17.7600 2020-08-02 05:50:41,995 - mmaction - INFO - Epoch [31][320/2505] lr: 5.000e-04, eta: 1 day, 16:01:57, time: 2.015, data_time: 0.019, memory: 8520, top1_acc: 0.6667, top5_acc: 0.8344, loss_cls: 1.5206, loss: 1.5206, grad_norm: 17.4805 2020-08-02 05:51:24,092 - mmaction - INFO - Epoch [31][340/2505] lr: 5.000e-04, eta: 1 day, 16:01:22, time: 2.111, data_time: 0.020, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8250, loss_cls: 1.5825, loss: 1.5825, grad_norm: 17.5274 2020-08-02 05:52:05,993 - mmaction - INFO - Epoch [31][360/2505] lr: 5.000e-04, eta: 1 day, 16:00:46, time: 2.104, data_time: 0.021, memory: 8520, top1_acc: 0.6766, top5_acc: 0.8490, loss_cls: 1.4442, loss: 1.4442, grad_norm: 17.2011 2020-08-02 05:52:47,444 - mmaction - INFO - Epoch [31][380/2505] lr: 5.000e-04, eta: 1 day, 16:00:06, time: 2.072, data_time: 0.005, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8297, loss_cls: 1.5504, loss: 1.5504, grad_norm: 17.1732 2020-08-02 05:53:28,166 - mmaction - INFO - Epoch [31][400/2505] lr: 5.000e-04, eta: 1 day, 15:59:21, time: 2.036, data_time: 0.008, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.5464, loss: 1.5464, grad_norm: 17.3151 2020-08-02 05:54:08,123 - mmaction - INFO - Epoch [31][420/2505] lr: 5.000e-04, eta: 1 day, 15:58:31, time: 1.998, data_time: 0.008, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8297, loss_cls: 1.5394, loss: 1.5394, grad_norm: 17.4734 2020-08-02 05:54:49,959 - mmaction - INFO - Epoch [31][440/2505] lr: 5.000e-04, eta: 1 day, 15:57:53, time: 2.091, data_time: 0.005, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8500, loss_cls: 1.4987, loss: 1.4987, grad_norm: 17.2715 2020-08-02 05:55:30,919 - mmaction - INFO - Epoch [31][460/2505] lr: 5.000e-04, eta: 1 day, 15:57:10, time: 2.048, data_time: 0.008, memory: 8520, top1_acc: 0.6656, top5_acc: 0.8359, loss_cls: 1.4896, loss: 1.4896, grad_norm: 17.2129 2020-08-02 05:56:12,532 - mmaction - INFO - Epoch [31][480/2505] lr: 5.000e-04, eta: 1 day, 15:56:30, time: 2.080, data_time: 0.009, memory: 8520, top1_acc: 0.6745, top5_acc: 0.8469, loss_cls: 1.4155, loss: 1.4155, grad_norm: 16.9280 2020-08-02 05:56:52,242 - mmaction - INFO - Epoch [31][500/2505] lr: 5.000e-04, eta: 1 day, 15:55:39, time: 1.986, data_time: 0.007, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8328, loss_cls: 1.5127, loss: 1.5127, grad_norm: 17.8996 2020-08-02 05:57:32,301 - mmaction - INFO - Epoch [31][520/2505] lr: 5.000e-04, eta: 1 day, 15:54:48, time: 1.994, data_time: 0.008, memory: 8520, top1_acc: 0.6818, top5_acc: 0.8500, loss_cls: 1.4176, loss: 1.4176, grad_norm: 16.5470 2020-08-02 05:58:12,003 - mmaction - INFO - Epoch [31][540/2505] lr: 5.000e-04, eta: 1 day, 15:53:56, time: 1.985, data_time: 0.014, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8339, loss_cls: 1.5383, loss: 1.5383, grad_norm: 17.1604 2020-08-02 05:58:52,491 - mmaction - INFO - Epoch [31][560/2505] lr: 5.000e-04, eta: 1 day, 15:53:10, time: 2.025, data_time: 0.017, memory: 8520, top1_acc: 0.6479, top5_acc: 0.8370, loss_cls: 1.5320, loss: 1.5320, grad_norm: 17.4736 2020-08-02 05:59:32,904 - mmaction - INFO - Epoch [31][580/2505] lr: 5.000e-04, eta: 1 day, 15:52:23, time: 2.019, data_time: 0.015, memory: 8520, top1_acc: 0.6687, top5_acc: 0.8411, loss_cls: 1.4556, loss: 1.4556, grad_norm: 17.4552 2020-08-02 06:00:13,740 - mmaction - INFO - Epoch [31][600/2505] lr: 5.000e-04, eta: 1 day, 15:51:40, time: 2.053, data_time: 0.015, memory: 8520, top1_acc: 0.6411, top5_acc: 0.8271, loss_cls: 1.5658, loss: 1.5658, grad_norm: 17.5339 2020-08-02 06:00:54,996 - mmaction - INFO - Epoch [31][620/2505] lr: 5.000e-04, eta: 1 day, 15:50:55, time: 2.036, data_time: 0.004, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8266, loss_cls: 1.5569, loss: 1.5569, grad_norm: 17.0012 2020-08-02 06:01:35,222 - mmaction - INFO - Epoch [31][640/2505] lr: 5.000e-04, eta: 1 day, 15:50:07, time: 2.012, data_time: 0.039, memory: 8520, top1_acc: 0.6365, top5_acc: 0.8161, loss_cls: 1.6252, loss: 1.6252, grad_norm: 17.2857 2020-08-02 06:02:16,858 - mmaction - INFO - Epoch [31][660/2505] lr: 5.000e-04, eta: 1 day, 15:49:32, time: 2.108, data_time: 0.041, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8359, loss_cls: 1.4979, loss: 1.4979, grad_norm: 16.7647 2020-08-02 06:02:57,092 - mmaction - INFO - Epoch [31][680/2505] lr: 5.000e-04, eta: 1 day, 15:48:44, time: 2.012, data_time: 0.009, memory: 8520, top1_acc: 0.6714, top5_acc: 0.8432, loss_cls: 1.4798, loss: 1.4798, grad_norm: 16.4430 2020-08-02 06:03:36,875 - mmaction - INFO - Epoch [31][700/2505] lr: 5.000e-04, eta: 1 day, 15:47:53, time: 1.990, data_time: 0.007, memory: 8520, top1_acc: 0.6786, top5_acc: 0.8500, loss_cls: 1.4411, loss: 1.4411, grad_norm: 16.9051 2020-08-02 06:04:17,597 - mmaction - INFO - Epoch [31][720/2505] lr: 5.000e-04, eta: 1 day, 15:47:08, time: 2.035, data_time: 0.007, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8344, loss_cls: 1.5443, loss: 1.5443, grad_norm: 17.3016 2020-08-02 06:04:58,562 - mmaction - INFO - Epoch [31][740/2505] lr: 5.000e-04, eta: 1 day, 15:46:25, time: 2.049, data_time: 0.006, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8224, loss_cls: 1.6090, loss: 1.6090, grad_norm: 17.7978 2020-08-02 06:05:39,351 - mmaction - INFO - Epoch [31][760/2505] lr: 5.000e-04, eta: 1 day, 15:45:41, time: 2.039, data_time: 0.008, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8323, loss_cls: 1.5441, loss: 1.5441, grad_norm: 16.9413 2020-08-02 06:06:19,706 - mmaction - INFO - Epoch [31][780/2505] lr: 5.000e-04, eta: 1 day, 15:44:52, time: 2.006, data_time: 0.007, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.5384, loss: 1.5384, grad_norm: 17.3327 2020-08-02 06:07:03,835 - mmaction - INFO - Epoch [31][800/2505] lr: 5.000e-04, eta: 1 day, 15:44:31, time: 2.218, data_time: 0.022, memory: 8520, top1_acc: 0.6583, top5_acc: 0.8161, loss_cls: 1.5958, loss: 1.5958, grad_norm: 17.1760 2020-08-02 06:07:45,109 - mmaction - INFO - Epoch [31][820/2505] lr: 5.000e-04, eta: 1 day, 15:43:50, time: 2.064, data_time: 0.004, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8286, loss_cls: 1.5069, loss: 1.5069, grad_norm: 17.1959 2020-08-02 06:08:25,716 - mmaction - INFO - Epoch [31][840/2505] lr: 5.000e-04, eta: 1 day, 15:43:03, time: 2.019, data_time: 0.007, memory: 8520, top1_acc: 0.6583, top5_acc: 0.8297, loss_cls: 1.5533, loss: 1.5533, grad_norm: 18.1446 2020-08-02 06:09:07,882 - mmaction - INFO - Epoch [31][860/2505] lr: 5.000e-04, eta: 1 day, 15:42:29, time: 2.119, data_time: 0.018, memory: 8520, top1_acc: 0.6818, top5_acc: 0.8307, loss_cls: 1.5017, loss: 1.5017, grad_norm: 17.0524 2020-08-02 06:09:49,249 - mmaction - INFO - Epoch [31][880/2505] lr: 5.000e-04, eta: 1 day, 15:41:48, time: 2.069, data_time: 0.005, memory: 8520, top1_acc: 0.6781, top5_acc: 0.8552, loss_cls: 1.4300, loss: 1.4300, grad_norm: 17.3085 2020-08-02 06:10:29,807 - mmaction - INFO - Epoch [31][900/2505] lr: 5.000e-04, eta: 1 day, 15:41:02, time: 2.028, data_time: 0.006, memory: 8520, top1_acc: 0.6729, top5_acc: 0.8422, loss_cls: 1.4520, loss: 1.4520, grad_norm: 16.6366 2020-08-02 06:11:11,211 - mmaction - INFO - Epoch [31][920/2505] lr: 5.000e-04, eta: 1 day, 15:40:22, time: 2.070, data_time: 0.008, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8323, loss_cls: 1.5624, loss: 1.5624, grad_norm: 17.0741 2020-08-02 06:11:53,638 - mmaction - INFO - Epoch [31][940/2505] lr: 5.000e-04, eta: 1 day, 15:39:48, time: 2.121, data_time: 0.008, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8432, loss_cls: 1.5466, loss: 1.5466, grad_norm: 17.4330 2020-08-02 06:12:35,170 - mmaction - INFO - Epoch [31][960/2505] lr: 5.000e-04, eta: 1 day, 15:39:08, time: 2.077, data_time: 0.008, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8479, loss_cls: 1.5057, loss: 1.5057, grad_norm: 17.0167 2020-08-02 06:13:16,018 - mmaction - INFO - Epoch [31][980/2505] lr: 5.000e-04, eta: 1 day, 15:38:24, time: 2.042, data_time: 0.004, memory: 8520, top1_acc: 0.6677, top5_acc: 0.8370, loss_cls: 1.4840, loss: 1.4840, grad_norm: 17.3029 2020-08-02 06:13:57,808 - mmaction - INFO - Epoch [31][1000/2505] lr: 5.000e-04, eta: 1 day, 15:37:46, time: 2.090, data_time: 0.005, memory: 8520, top1_acc: 0.6708, top5_acc: 0.8422, loss_cls: 1.4928, loss: 1.4928, grad_norm: 17.1781 2020-08-02 06:14:37,675 - mmaction - INFO - Epoch [31][1020/2505] lr: 5.000e-04, eta: 1 day, 15:36:56, time: 1.993, data_time: 0.004, memory: 8520, top1_acc: 0.6714, top5_acc: 0.8380, loss_cls: 1.4811, loss: 1.4811, grad_norm: 17.4151 2020-08-02 06:15:18,200 - mmaction - INFO - Epoch [31][1040/2505] lr: 5.000e-04, eta: 1 day, 15:36:10, time: 2.026, data_time: 0.007, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8245, loss_cls: 1.5681, loss: 1.5681, grad_norm: 17.5940 2020-08-02 06:15:58,192 - mmaction - INFO - Epoch [31][1060/2505] lr: 5.000e-04, eta: 1 day, 15:35:21, time: 2.000, data_time: 0.009, memory: 8520, top1_acc: 0.6729, top5_acc: 0.8542, loss_cls: 1.4237, loss: 1.4237, grad_norm: 16.5381 2020-08-02 06:16:40,125 - mmaction - INFO - Epoch [31][1080/2505] lr: 5.000e-04, eta: 1 day, 15:34:44, time: 2.097, data_time: 0.004, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8401, loss_cls: 1.5259, loss: 1.5259, grad_norm: 16.8682 2020-08-02 06:17:21,782 - mmaction - INFO - Epoch [31][1100/2505] lr: 5.000e-04, eta: 1 day, 15:34:05, time: 2.082, data_time: 0.006, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8469, loss_cls: 1.5000, loss: 1.5000, grad_norm: 17.3273 2020-08-02 06:18:04,388 - mmaction - INFO - Epoch [31][1120/2505] lr: 5.000e-04, eta: 1 day, 15:33:32, time: 2.132, data_time: 0.012, memory: 8520, top1_acc: 0.6672, top5_acc: 0.8385, loss_cls: 1.5062, loss: 1.5062, grad_norm: 17.3567 2020-08-02 06:18:46,116 - mmaction - INFO - Epoch [31][1140/2505] lr: 5.000e-04, eta: 1 day, 15:32:54, time: 2.085, data_time: 0.008, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8401, loss_cls: 1.5152, loss: 1.5152, grad_norm: 17.3472 2020-08-02 06:19:26,588 - mmaction - INFO - Epoch [31][1160/2505] lr: 5.000e-04, eta: 1 day, 15:32:06, time: 2.007, data_time: 0.005, memory: 8520, top1_acc: 0.6651, top5_acc: 0.8344, loss_cls: 1.5181, loss: 1.5181, grad_norm: 17.7282 2020-08-02 06:20:06,560 - mmaction - INFO - Epoch [31][1180/2505] lr: 5.000e-04, eta: 1 day, 15:31:17, time: 2.008, data_time: 0.029, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8380, loss_cls: 1.5080, loss: 1.5080, grad_norm: 17.2385 2020-08-02 06:20:46,653 - mmaction - INFO - Epoch [31][1200/2505] lr: 5.000e-04, eta: 1 day, 15:30:29, time: 2.002, data_time: 0.022, memory: 8520, top1_acc: 0.6766, top5_acc: 0.8490, loss_cls: 1.4346, loss: 1.4346, grad_norm: 16.5555 2020-08-02 06:21:28,467 - mmaction - INFO - Epoch [31][1220/2505] lr: 5.000e-04, eta: 1 day, 15:29:52, time: 2.101, data_time: 0.020, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8302, loss_cls: 1.5561, loss: 1.5561, grad_norm: 17.6412 2020-08-02 06:22:08,080 - mmaction - INFO - Epoch [31][1240/2505] lr: 5.000e-04, eta: 1 day, 15:29:01, time: 1.980, data_time: 0.007, memory: 8520, top1_acc: 0.6698, top5_acc: 0.8432, loss_cls: 1.4743, loss: 1.4743, grad_norm: 17.4026 2020-08-02 06:22:49,312 - mmaction - INFO - Epoch [31][1260/2505] lr: 5.000e-04, eta: 1 day, 15:28:19, time: 2.062, data_time: 0.007, memory: 8520, top1_acc: 0.6750, top5_acc: 0.8479, loss_cls: 1.4473, loss: 1.4473, grad_norm: 16.3946 2020-08-02 06:23:31,040 - mmaction - INFO - Epoch [31][1280/2505] lr: 5.000e-04, eta: 1 day, 15:27:41, time: 2.087, data_time: 0.011, memory: 8520, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4630, loss: 1.4630, grad_norm: 16.9342 2020-08-02 06:24:12,999 - mmaction - INFO - Epoch [31][1300/2505] lr: 5.000e-04, eta: 1 day, 15:27:04, time: 2.098, data_time: 0.006, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8422, loss_cls: 1.4972, loss: 1.4972, grad_norm: 17.3391 2020-08-02 06:24:54,624 - mmaction - INFO - Epoch [31][1320/2505] lr: 5.000e-04, eta: 1 day, 15:26:24, time: 2.075, data_time: 0.009, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8391, loss_cls: 1.5412, loss: 1.5412, grad_norm: 17.0935 2020-08-02 06:25:35,419 - mmaction - INFO - Epoch [31][1340/2505] lr: 5.000e-04, eta: 1 day, 15:25:38, time: 2.026, data_time: 0.015, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8266, loss_cls: 1.5255, loss: 1.5255, grad_norm: 16.6408 2020-08-02 06:26:17,242 - mmaction - INFO - Epoch [31][1360/2505] lr: 5.000e-04, eta: 1 day, 15:25:03, time: 2.110, data_time: 0.024, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8297, loss_cls: 1.5284, loss: 1.5284, grad_norm: 17.4487 2020-08-02 06:26:58,458 - mmaction - INFO - Epoch [31][1380/2505] lr: 5.000e-04, eta: 1 day, 15:24:21, time: 2.062, data_time: 0.009, memory: 8520, top1_acc: 0.6422, top5_acc: 0.8307, loss_cls: 1.5979, loss: 1.5979, grad_norm: 18.0145 2020-08-02 06:27:39,620 - mmaction - INFO - Epoch [31][1400/2505] lr: 5.000e-04, eta: 1 day, 15:23:39, time: 2.058, data_time: 0.007, memory: 8520, top1_acc: 0.6672, top5_acc: 0.8615, loss_cls: 1.4657, loss: 1.4657, grad_norm: 16.5898 2020-08-02 06:28:19,950 - mmaction - INFO - Epoch [31][1420/2505] lr: 5.000e-04, eta: 1 day, 15:22:53, time: 2.016, data_time: 0.004, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8505, loss_cls: 1.4617, loss: 1.4617, grad_norm: 16.7495 2020-08-02 06:29:01,794 - mmaction - INFO - Epoch [31][1440/2505] lr: 5.000e-04, eta: 1 day, 15:22:15, time: 2.091, data_time: 0.008, memory: 8520, top1_acc: 0.6443, top5_acc: 0.8484, loss_cls: 1.5157, loss: 1.5157, grad_norm: 17.7403 2020-08-02 06:29:43,541 - mmaction - INFO - Epoch [31][1460/2505] lr: 5.000e-04, eta: 1 day, 15:21:34, time: 2.071, data_time: 0.007, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.5065, loss: 1.5065, grad_norm: 17.3570 2020-08-02 06:30:25,683 - mmaction - INFO - Epoch [31][1480/2505] lr: 5.000e-04, eta: 1 day, 15:21:00, time: 2.124, data_time: 0.023, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8380, loss_cls: 1.5249, loss: 1.5249, grad_norm: 17.8108 2020-08-02 06:31:05,632 - mmaction - INFO - Epoch [31][1500/2505] lr: 5.000e-04, eta: 1 day, 15:20:10, time: 1.985, data_time: 0.007, memory: 8520, top1_acc: 0.6245, top5_acc: 0.8167, loss_cls: 1.6638, loss: 1.6638, grad_norm: 17.6187 2020-08-02 06:31:47,183 - mmaction - INFO - Epoch [31][1520/2505] lr: 5.000e-04, eta: 1 day, 15:19:32, time: 2.091, data_time: 0.021, memory: 8520, top1_acc: 0.6719, top5_acc: 0.8474, loss_cls: 1.4651, loss: 1.4651, grad_norm: 17.1287 2020-08-02 06:32:28,256 - mmaction - INFO - Epoch [31][1540/2505] lr: 5.000e-04, eta: 1 day, 15:18:47, time: 2.037, data_time: 0.008, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8427, loss_cls: 1.4558, loss: 1.4558, grad_norm: 16.6760 2020-08-02 06:33:07,746 - mmaction - INFO - Epoch [31][1560/2505] lr: 5.000e-04, eta: 1 day, 15:17:56, time: 1.977, data_time: 0.028, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8276, loss_cls: 1.5385, loss: 1.5385, grad_norm: 17.3980 2020-08-02 06:33:48,599 - mmaction - INFO - Epoch [31][1580/2505] lr: 5.000e-04, eta: 1 day, 15:17:12, time: 2.036, data_time: 0.021, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8406, loss_cls: 1.5098, loss: 1.5098, grad_norm: 17.3555 2020-08-02 06:34:30,620 - mmaction - INFO - Epoch [31][1600/2505] lr: 5.000e-04, eta: 1 day, 15:16:37, time: 2.120, data_time: 0.033, memory: 8520, top1_acc: 0.6370, top5_acc: 0.8276, loss_cls: 1.5602, loss: 1.5602, grad_norm: 17.4404 2020-08-02 06:35:12,926 - mmaction - INFO - Epoch [31][1620/2505] lr: 5.000e-04, eta: 1 day, 15:16:02, time: 2.116, data_time: 0.008, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8365, loss_cls: 1.5090, loss: 1.5090, grad_norm: 17.5390 2020-08-02 06:35:54,145 - mmaction - INFO - Epoch [31][1640/2505] lr: 5.000e-04, eta: 1 day, 15:15:19, time: 2.051, data_time: 0.007, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8370, loss_cls: 1.5416, loss: 1.5416, grad_norm: 17.3930 2020-08-02 06:36:34,099 - mmaction - INFO - Epoch [31][1660/2505] lr: 5.000e-04, eta: 1 day, 15:14:31, time: 1.998, data_time: 0.016, memory: 8520, top1_acc: 0.6302, top5_acc: 0.8214, loss_cls: 1.6389, loss: 1.6389, grad_norm: 18.2604 2020-08-02 06:37:16,841 - mmaction - INFO - Epoch [31][1680/2505] lr: 5.000e-04, eta: 1 day, 15:13:59, time: 2.147, data_time: 0.019, memory: 8520, top1_acc: 0.6354, top5_acc: 0.8281, loss_cls: 1.5825, loss: 1.5825, grad_norm: 17.0005 2020-08-02 06:37:56,252 - mmaction - INFO - Epoch [31][1700/2505] lr: 5.000e-04, eta: 1 day, 15:13:06, time: 1.962, data_time: 0.006, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8219, loss_cls: 1.5610, loss: 1.5610, grad_norm: 17.6342 2020-08-02 06:38:38,857 - mmaction - INFO - Epoch [31][1720/2505] lr: 5.000e-04, eta: 1 day, 15:12:34, time: 2.139, data_time: 0.018, memory: 8520, top1_acc: 0.6323, top5_acc: 0.8229, loss_cls: 1.6038, loss: 1.6038, grad_norm: 17.5174 2020-08-02 06:39:20,176 - mmaction - INFO - Epoch [31][1740/2505] lr: 5.000e-04, eta: 1 day, 15:11:53, time: 2.067, data_time: 0.006, memory: 8520, top1_acc: 0.6703, top5_acc: 0.8443, loss_cls: 1.4588, loss: 1.4588, grad_norm: 16.7304 2020-08-02 06:40:01,879 - mmaction - INFO - Epoch [31][1760/2505] lr: 5.000e-04, eta: 1 day, 15:11:14, time: 2.083, data_time: 0.005, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8354, loss_cls: 1.5212, loss: 1.5212, grad_norm: 17.5516 2020-08-02 06:40:42,682 - mmaction - INFO - Epoch [31][1780/2505] lr: 5.000e-04, eta: 1 day, 15:10:30, time: 2.041, data_time: 0.009, memory: 8520, top1_acc: 0.6484, top5_acc: 0.8354, loss_cls: 1.5537, loss: 1.5537, grad_norm: 17.3529 2020-08-02 06:41:22,803 - mmaction - INFO - Epoch [31][1800/2505] lr: 5.000e-04, eta: 1 day, 15:09:42, time: 2.006, data_time: 0.009, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8427, loss_cls: 1.4893, loss: 1.4893, grad_norm: 16.9789 2020-08-02 06:42:03,350 - mmaction - INFO - Epoch [31][1820/2505] lr: 5.000e-04, eta: 1 day, 15:08:55, time: 2.015, data_time: 0.007, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8401, loss_cls: 1.4727, loss: 1.4727, grad_norm: 17.1982 2020-08-02 06:42:45,643 - mmaction - INFO - Epoch [31][1840/2505] lr: 5.000e-04, eta: 1 day, 15:08:21, time: 2.127, data_time: 0.018, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8323, loss_cls: 1.5680, loss: 1.5680, grad_norm: 18.0235 2020-08-02 06:43:27,025 - mmaction - INFO - Epoch [31][1860/2505] lr: 5.000e-04, eta: 1 day, 15:07:39, time: 2.056, data_time: 0.010, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8370, loss_cls: 1.4677, loss: 1.4677, grad_norm: 16.8318 2020-08-02 06:44:07,149 - mmaction - INFO - Epoch [31][1880/2505] lr: 5.000e-04, eta: 1 day, 15:06:53, time: 2.019, data_time: 0.020, memory: 8520, top1_acc: 0.6693, top5_acc: 0.8286, loss_cls: 1.5040, loss: 1.5040, grad_norm: 16.6762 2020-08-02 06:44:47,343 - mmaction - INFO - Epoch [31][1900/2505] lr: 5.000e-04, eta: 1 day, 15:06:04, time: 1.991, data_time: 0.006, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8318, loss_cls: 1.5322, loss: 1.5322, grad_norm: 16.8719 2020-08-02 06:45:28,932 - mmaction - INFO - Epoch [31][1920/2505] lr: 5.000e-04, eta: 1 day, 15:05:26, time: 2.098, data_time: 0.025, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8365, loss_cls: 1.5241, loss: 1.5241, grad_norm: 16.6526 2020-08-02 06:46:09,508 - mmaction - INFO - Epoch [31][1940/2505] lr: 5.000e-04, eta: 1 day, 15:04:39, time: 2.012, data_time: 0.007, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8286, loss_cls: 1.5923, loss: 1.5923, grad_norm: 17.0900 2020-08-02 06:46:50,512 - mmaction - INFO - Epoch [31][1960/2505] lr: 5.000e-04, eta: 1 day, 15:03:59, time: 2.067, data_time: 0.026, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8432, loss_cls: 1.5214, loss: 1.5214, grad_norm: 16.8667 2020-08-02 06:47:31,669 - mmaction - INFO - Epoch [31][1980/2505] lr: 5.000e-04, eta: 1 day, 15:03:17, time: 2.058, data_time: 0.008, memory: 8520, top1_acc: 0.6719, top5_acc: 0.8375, loss_cls: 1.4871, loss: 1.4871, grad_norm: 17.1735 2020-08-02 06:48:13,091 - mmaction - INFO - Epoch [31][2000/2505] lr: 5.000e-04, eta: 1 day, 15:02:37, time: 2.072, data_time: 0.005, memory: 8520, top1_acc: 0.6490, top5_acc: 0.8333, loss_cls: 1.5709, loss: 1.5709, grad_norm: 17.8770 2020-08-02 06:48:53,277 - mmaction - INFO - Epoch [31][2020/2505] lr: 5.000e-04, eta: 1 day, 15:01:49, time: 2.009, data_time: 0.009, memory: 8520, top1_acc: 0.6667, top5_acc: 0.8417, loss_cls: 1.4849, loss: 1.4849, grad_norm: 17.1903 2020-08-02 06:49:35,522 - mmaction - INFO - Epoch [31][2040/2505] lr: 5.000e-04, eta: 1 day, 15:01:14, time: 2.112, data_time: 0.007, memory: 8520, top1_acc: 0.6281, top5_acc: 0.8130, loss_cls: 1.6391, loss: 1.6391, grad_norm: 17.9096 2020-08-02 06:50:17,777 - mmaction - INFO - Epoch [31][2060/2505] lr: 5.000e-04, eta: 1 day, 15:00:37, time: 2.103, data_time: 0.007, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8333, loss_cls: 1.5626, loss: 1.5626, grad_norm: 17.4485 2020-08-02 06:50:58,470 - mmaction - INFO - Epoch [31][2080/2505] lr: 5.000e-04, eta: 1 day, 14:59:54, time: 2.045, data_time: 0.017, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8406, loss_cls: 1.4888, loss: 1.4888, grad_norm: 16.5062 2020-08-02 06:51:39,730 - mmaction - INFO - Epoch [31][2100/2505] lr: 5.000e-04, eta: 1 day, 14:59:11, time: 2.054, data_time: 0.005, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8344, loss_cls: 1.5476, loss: 1.5476, grad_norm: 16.9644 2020-08-02 06:52:21,366 - mmaction - INFO - Epoch [31][2120/2505] lr: 5.000e-04, eta: 1 day, 14:58:33, time: 2.091, data_time: 0.022, memory: 8520, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.4959, loss: 1.4959, grad_norm: 17.3319 2020-08-02 06:53:01,759 - mmaction - INFO - Epoch [31][2140/2505] lr: 5.000e-04, eta: 1 day, 14:57:47, time: 2.019, data_time: 0.007, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8401, loss_cls: 1.5314, loss: 1.5314, grad_norm: 17.0039 2020-08-02 06:53:42,415 - mmaction - INFO - Epoch [31][2160/2505] lr: 5.000e-04, eta: 1 day, 14:57:02, time: 2.033, data_time: 0.007, memory: 8520, top1_acc: 0.6745, top5_acc: 0.8312, loss_cls: 1.4983, loss: 1.4983, grad_norm: 17.0268 2020-08-02 06:54:24,904 - mmaction - INFO - Epoch [31][2180/2505] lr: 5.000e-04, eta: 1 day, 14:56:26, time: 2.108, data_time: 0.008, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8271, loss_cls: 1.5798, loss: 1.5798, grad_norm: 17.4596 2020-08-02 06:55:06,326 - mmaction - INFO - Epoch [31][2200/2505] lr: 5.000e-04, eta: 1 day, 14:55:48, time: 2.088, data_time: 0.024, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8292, loss_cls: 1.5354, loss: 1.5354, grad_norm: 17.0839 2020-08-02 06:55:47,965 - mmaction - INFO - Epoch [31][2220/2505] lr: 5.000e-04, eta: 1 day, 14:55:09, time: 2.081, data_time: 0.009, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8318, loss_cls: 1.5533, loss: 1.5533, grad_norm: 17.8128 2020-08-02 06:56:30,045 - mmaction - INFO - Epoch [31][2240/2505] lr: 5.000e-04, eta: 1 day, 14:54:31, time: 2.096, data_time: 0.006, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8411, loss_cls: 1.4925, loss: 1.4925, grad_norm: 17.4685 2020-08-02 06:57:10,764 - mmaction - INFO - Epoch [31][2260/2505] lr: 5.000e-04, eta: 1 day, 14:53:48, time: 2.045, data_time: 0.023, memory: 8520, top1_acc: 0.6474, top5_acc: 0.8245, loss_cls: 1.6158, loss: 1.6158, grad_norm: 17.2968 2020-08-02 06:57:52,314 - mmaction - INFO - Epoch [31][2280/2505] lr: 5.000e-04, eta: 1 day, 14:53:08, time: 2.077, data_time: 0.009, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8229, loss_cls: 1.5719, loss: 1.5719, grad_norm: 16.8905 2020-08-02 06:58:32,127 - mmaction - INFO - Epoch [31][2300/2505] lr: 5.000e-04, eta: 1 day, 14:52:19, time: 1.991, data_time: 0.008, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8469, loss_cls: 1.4643, loss: 1.4643, grad_norm: 18.1013 2020-08-02 06:59:14,456 - mmaction - INFO - Epoch [31][2320/2505] lr: 5.000e-04, eta: 1 day, 14:51:43, time: 2.116, data_time: 0.007, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8354, loss_cls: 1.5637, loss: 1.5637, grad_norm: 17.4296 2020-08-02 06:59:54,558 - mmaction - INFO - Epoch [31][2340/2505] lr: 5.000e-04, eta: 1 day, 14:50:56, time: 2.005, data_time: 0.007, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8365, loss_cls: 1.5151, loss: 1.5151, grad_norm: 17.4504 2020-08-02 07:00:36,593 - mmaction - INFO - Epoch [31][2360/2505] lr: 5.000e-04, eta: 1 day, 14:50:17, time: 2.082, data_time: 0.005, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8427, loss_cls: 1.4943, loss: 1.4943, grad_norm: 17.2399 2020-08-02 07:01:18,001 - mmaction - INFO - Epoch [31][2380/2505] lr: 5.000e-04, eta: 1 day, 14:49:37, time: 2.081, data_time: 0.028, memory: 8520, top1_acc: 0.6672, top5_acc: 0.8479, loss_cls: 1.4717, loss: 1.4717, grad_norm: 17.1492 2020-08-02 07:01:59,338 - mmaction - INFO - Epoch [31][2400/2505] lr: 5.000e-04, eta: 1 day, 14:48:58, time: 2.076, data_time: 0.017, memory: 8520, top1_acc: 0.6693, top5_acc: 0.8417, loss_cls: 1.4950, loss: 1.4950, grad_norm: 17.1622 2020-08-02 07:02:40,895 - mmaction - INFO - Epoch [31][2420/2505] lr: 5.000e-04, eta: 1 day, 14:48:18, time: 2.077, data_time: 0.008, memory: 8520, top1_acc: 0.6500, top5_acc: 0.8417, loss_cls: 1.5025, loss: 1.5025, grad_norm: 16.9933 2020-08-02 07:03:21,950 - mmaction - INFO - Epoch [31][2440/2505] lr: 5.000e-04, eta: 1 day, 14:47:36, time: 2.055, data_time: 0.008, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8333, loss_cls: 1.5077, loss: 1.5077, grad_norm: 16.8253 2020-08-02 07:04:03,048 - mmaction - INFO - Epoch [31][2460/2505] lr: 5.000e-04, eta: 1 day, 14:46:53, time: 2.053, data_time: 0.008, memory: 8520, top1_acc: 0.6719, top5_acc: 0.8490, loss_cls: 1.4423, loss: 1.4423, grad_norm: 17.3608 2020-08-02 07:04:44,660 - mmaction - INFO - Epoch [31][2480/2505] lr: 5.000e-04, eta: 1 day, 14:46:14, time: 2.081, data_time: 0.007, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8359, loss_cls: 1.5056, loss: 1.5056, grad_norm: 16.8437 2020-08-02 07:05:25,104 - mmaction - INFO - Epoch [31][2500/2505] lr: 5.000e-04, eta: 1 day, 14:45:28, time: 2.020, data_time: 0.005, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8292, loss_cls: 1.5525, loss: 1.5525, grad_norm: 16.8584 2020-08-02 07:06:43,165 - mmaction - INFO - Epoch [32][20/2505] lr: 5.000e-04, eta: 1 day, 14:45:56, time: 3.310, data_time: 1.292, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8406, loss_cls: 1.5504, loss: 1.5504, grad_norm: 17.3400 2020-08-02 07:07:24,608 - mmaction - INFO - Epoch [32][40/2505] lr: 5.000e-04, eta: 1 day, 14:45:15, time: 2.072, data_time: 0.010, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8490, loss_cls: 1.5205, loss: 1.5205, grad_norm: 18.1108 2020-08-02 07:08:05,228 - mmaction - INFO - Epoch [32][60/2505] lr: 5.000e-04, eta: 1 day, 14:44:30, time: 2.031, data_time: 0.008, memory: 8520, top1_acc: 0.6391, top5_acc: 0.8354, loss_cls: 1.5875, loss: 1.5875, grad_norm: 17.7671 2020-08-02 07:08:44,734 - mmaction - INFO - Epoch [32][80/2505] lr: 5.000e-04, eta: 1 day, 14:43:40, time: 1.975, data_time: 0.006, memory: 8520, top1_acc: 0.6703, top5_acc: 0.8448, loss_cls: 1.4581, loss: 1.4581, grad_norm: 16.7683 2020-08-02 07:09:25,248 - mmaction - INFO - Epoch [32][100/2505] lr: 5.000e-04, eta: 1 day, 14:42:54, time: 2.025, data_time: 0.008, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8307, loss_cls: 1.5324, loss: 1.5324, grad_norm: 17.2743 2020-08-02 07:10:06,930 - mmaction - INFO - Epoch [32][120/2505] lr: 5.000e-04, eta: 1 day, 14:42:15, time: 2.080, data_time: 0.007, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8474, loss_cls: 1.4144, loss: 1.4144, grad_norm: 16.2092 2020-08-02 07:10:47,509 - mmaction - INFO - Epoch [32][140/2505] lr: 5.000e-04, eta: 1 day, 14:41:30, time: 2.033, data_time: 0.010, memory: 8520, top1_acc: 0.6651, top5_acc: 0.8370, loss_cls: 1.4912, loss: 1.4912, grad_norm: 16.4706 2020-08-02 07:11:27,729 - mmaction - INFO - Epoch [32][160/2505] lr: 5.000e-04, eta: 1 day, 14:40:43, time: 2.011, data_time: 0.007, memory: 8520, top1_acc: 0.6594, top5_acc: 0.8380, loss_cls: 1.5165, loss: 1.5165, grad_norm: 17.1288 2020-08-02 07:12:09,705 - mmaction - INFO - Epoch [32][180/2505] lr: 5.000e-04, eta: 1 day, 14:40:06, time: 2.100, data_time: 0.005, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8250, loss_cls: 1.5160, loss: 1.5160, grad_norm: 17.3952 2020-08-02 07:12:49,865 - mmaction - INFO - Epoch [32][200/2505] lr: 5.000e-04, eta: 1 day, 14:39:17, time: 1.993, data_time: 0.006, memory: 8520, top1_acc: 0.6719, top5_acc: 0.8375, loss_cls: 1.4873, loss: 1.4873, grad_norm: 17.8134 2020-08-02 07:13:31,211 - mmaction - INFO - Epoch [32][220/2505] lr: 5.000e-04, eta: 1 day, 14:38:37, time: 2.073, data_time: 0.021, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8307, loss_cls: 1.5682, loss: 1.5682, grad_norm: 17.2877 2020-08-02 07:14:11,748 - mmaction - INFO - Epoch [32][240/2505] lr: 5.000e-04, eta: 1 day, 14:37:51, time: 2.025, data_time: 0.017, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8281, loss_cls: 1.5325, loss: 1.5325, grad_norm: 17.3257 2020-08-02 07:14:52,547 - mmaction - INFO - Epoch [32][260/2505] lr: 5.000e-04, eta: 1 day, 14:37:08, time: 2.039, data_time: 0.017, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8307, loss_cls: 1.5218, loss: 1.5218, grad_norm: 17.0272 2020-08-02 07:15:32,163 - mmaction - INFO - Epoch [32][280/2505] lr: 5.000e-04, eta: 1 day, 14:36:17, time: 1.976, data_time: 0.017, memory: 8520, top1_acc: 0.6677, top5_acc: 0.8370, loss_cls: 1.4972, loss: 1.4972, grad_norm: 17.1427 2020-08-02 07:16:12,013 - mmaction - INFO - Epoch [32][300/2505] lr: 5.000e-04, eta: 1 day, 14:35:28, time: 1.989, data_time: 0.028, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8349, loss_cls: 1.4926, loss: 1.4926, grad_norm: 16.8034 2020-08-02 07:16:53,979 - mmaction - INFO - Epoch [32][320/2505] lr: 5.000e-04, eta: 1 day, 14:34:52, time: 2.117, data_time: 0.030, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8432, loss_cls: 1.4873, loss: 1.4873, grad_norm: 17.3315 2020-08-02 07:17:34,518 - mmaction - INFO - Epoch [32][340/2505] lr: 5.000e-04, eta: 1 day, 14:34:07, time: 2.025, data_time: 0.007, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8318, loss_cls: 1.4998, loss: 1.4998, grad_norm: 17.4482 2020-08-02 07:18:14,376 - mmaction - INFO - Epoch [32][360/2505] lr: 5.000e-04, eta: 1 day, 14:33:19, time: 1.995, data_time: 0.008, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8417, loss_cls: 1.5009, loss: 1.5009, grad_norm: 17.0847 2020-08-02 07:18:54,832 - mmaction - INFO - Epoch [32][380/2505] lr: 5.000e-04, eta: 1 day, 14:32:33, time: 2.023, data_time: 0.008, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8276, loss_cls: 1.5593, loss: 1.5593, grad_norm: 17.1126 2020-08-02 07:19:34,495 - mmaction - INFO - Epoch [32][400/2505] lr: 5.000e-04, eta: 1 day, 14:31:44, time: 1.984, data_time: 0.004, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8318, loss_cls: 1.5334, loss: 1.5334, grad_norm: 17.2613 2020-08-02 07:20:15,934 - mmaction - INFO - Epoch [32][420/2505] lr: 5.000e-04, eta: 1 day, 14:31:03, time: 2.071, data_time: 0.008, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8380, loss_cls: 1.4813, loss: 1.4813, grad_norm: 17.7447 2020-08-02 07:20:56,404 - mmaction - INFO - Epoch [32][440/2505] lr: 5.000e-04, eta: 1 day, 14:30:18, time: 2.024, data_time: 0.007, memory: 8520, top1_acc: 0.6438, top5_acc: 0.8281, loss_cls: 1.5631, loss: 1.5631, grad_norm: 17.6057 2020-08-02 07:21:37,972 - mmaction - INFO - Epoch [32][460/2505] lr: 5.000e-04, eta: 1 day, 14:29:37, time: 2.069, data_time: 0.005, memory: 8520, top1_acc: 0.6349, top5_acc: 0.8365, loss_cls: 1.5701, loss: 1.5701, grad_norm: 17.5968 2020-08-02 07:22:20,463 - mmaction - INFO - Epoch [32][480/2505] lr: 5.000e-04, eta: 1 day, 14:29:03, time: 2.132, data_time: 0.020, memory: 8520, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.6546, loss: 1.6546, grad_norm: 17.8021 2020-08-02 07:23:00,879 - mmaction - INFO - Epoch [32][500/2505] lr: 5.000e-04, eta: 1 day, 14:28:16, time: 2.008, data_time: 0.008, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8380, loss_cls: 1.5274, loss: 1.5274, grad_norm: 17.5858 2020-08-02 07:23:40,665 - mmaction - INFO - Epoch [32][520/2505] lr: 5.000e-04, eta: 1 day, 14:27:27, time: 1.985, data_time: 0.020, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8286, loss_cls: 1.5364, loss: 1.5364, grad_norm: 17.2605 2020-08-02 07:24:20,816 - mmaction - INFO - Epoch [32][540/2505] lr: 5.000e-04, eta: 1 day, 14:26:41, time: 2.018, data_time: 0.026, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8391, loss_cls: 1.4857, loss: 1.4857, grad_norm: 16.7372 2020-08-02 07:25:01,869 - mmaction - INFO - Epoch [32][560/2505] lr: 5.000e-04, eta: 1 day, 14:26:00, time: 2.061, data_time: 0.018, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8286, loss_cls: 1.5233, loss: 1.5233, grad_norm: 18.0833 2020-08-02 07:25:43,182 - mmaction - INFO - Epoch [32][580/2505] lr: 5.000e-04, eta: 1 day, 14:25:18, time: 2.055, data_time: 0.008, memory: 8520, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4892, loss: 1.4892, grad_norm: 17.3709 2020-08-02 07:26:24,452 - mmaction - INFO - Epoch [32][600/2505] lr: 5.000e-04, eta: 1 day, 14:24:38, time: 2.075, data_time: 0.017, memory: 8520, top1_acc: 0.6771, top5_acc: 0.8380, loss_cls: 1.4796, loss: 1.4796, grad_norm: 17.3674 2020-08-02 07:27:05,375 - mmaction - INFO - Epoch [32][620/2505] lr: 5.000e-04, eta: 1 day, 14:23:55, time: 2.046, data_time: 0.008, memory: 8520, top1_acc: 0.6385, top5_acc: 0.8281, loss_cls: 1.6027, loss: 1.6027, grad_norm: 17.9160 2020-08-02 07:27:47,176 - mmaction - INFO - Epoch [32][640/2505] lr: 5.000e-04, eta: 1 day, 14:23:16, time: 2.090, data_time: 0.007, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8328, loss_cls: 1.5885, loss: 1.5885, grad_norm: 17.8093 2020-08-02 07:28:27,435 - mmaction - INFO - Epoch [32][660/2505] lr: 5.000e-04, eta: 1 day, 14:22:30, time: 2.011, data_time: 0.006, memory: 8520, top1_acc: 0.6599, top5_acc: 0.8375, loss_cls: 1.5122, loss: 1.5122, grad_norm: 17.1671 2020-08-02 07:29:09,167 - mmaction - INFO - Epoch [32][680/2505] lr: 5.000e-04, eta: 1 day, 14:21:51, time: 2.089, data_time: 0.007, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8307, loss_cls: 1.5376, loss: 1.5376, grad_norm: 17.3523 2020-08-02 07:29:49,283 - mmaction - INFO - Epoch [32][700/2505] lr: 5.000e-04, eta: 1 day, 14:21:04, time: 2.006, data_time: 0.009, memory: 8520, top1_acc: 0.6682, top5_acc: 0.8448, loss_cls: 1.4620, loss: 1.4620, grad_norm: 17.1045 2020-08-02 07:30:28,947 - mmaction - INFO - Epoch [32][720/2505] lr: 5.000e-04, eta: 1 day, 14:20:14, time: 1.973, data_time: 0.006, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8255, loss_cls: 1.5598, loss: 1.5598, grad_norm: 17.3285 2020-08-02 07:31:09,932 - mmaction - INFO - Epoch [32][740/2505] lr: 5.000e-04, eta: 1 day, 14:19:32, time: 2.059, data_time: 0.013, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8266, loss_cls: 1.5450, loss: 1.5450, grad_norm: 16.9718 2020-08-02 07:31:49,388 - mmaction - INFO - Epoch [32][760/2505] lr: 5.000e-04, eta: 1 day, 14:18:42, time: 1.973, data_time: 0.005, memory: 8520, top1_acc: 0.6510, top5_acc: 0.8354, loss_cls: 1.5007, loss: 1.5007, grad_norm: 17.1719 2020-08-02 07:32:29,637 - mmaction - INFO - Epoch [32][780/2505] lr: 5.000e-04, eta: 1 day, 14:17:56, time: 2.013, data_time: 0.006, memory: 8520, top1_acc: 0.6698, top5_acc: 0.8469, loss_cls: 1.4596, loss: 1.4596, grad_norm: 16.7475 2020-08-02 07:33:12,486 - mmaction - INFO - Epoch [32][800/2505] lr: 5.000e-04, eta: 1 day, 14:17:22, time: 2.142, data_time: 0.008, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8474, loss_cls: 1.5234, loss: 1.5234, grad_norm: 17.6374 2020-08-02 07:33:53,861 - mmaction - INFO - Epoch [32][820/2505] lr: 5.000e-04, eta: 1 day, 14:16:42, time: 2.069, data_time: 0.006, memory: 8520, top1_acc: 0.6375, top5_acc: 0.8229, loss_cls: 1.5707, loss: 1.5707, grad_norm: 17.0993 2020-08-02 07:34:34,051 - mmaction - INFO - Epoch [32][840/2505] lr: 5.000e-04, eta: 1 day, 14:15:54, time: 1.998, data_time: 0.007, memory: 8520, top1_acc: 0.6672, top5_acc: 0.8391, loss_cls: 1.4791, loss: 1.4791, grad_norm: 17.4009 2020-08-02 07:35:14,093 - mmaction - INFO - Epoch [32][860/2505] lr: 5.000e-04, eta: 1 day, 14:15:06, time: 1.998, data_time: 0.018, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8427, loss_cls: 1.5191, loss: 1.5191, grad_norm: 16.9355 2020-08-02 07:35:55,769 - mmaction - INFO - Epoch [32][880/2505] lr: 5.000e-04, eta: 1 day, 14:14:29, time: 2.099, data_time: 0.022, memory: 8520, top1_acc: 0.6708, top5_acc: 0.8375, loss_cls: 1.4607, loss: 1.4607, grad_norm: 17.0262 2020-08-02 07:36:36,481 - mmaction - INFO - Epoch [32][900/2505] lr: 5.000e-04, eta: 1 day, 14:13:45, time: 2.036, data_time: 0.004, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8427, loss_cls: 1.5373, loss: 1.5373, grad_norm: 17.7170 2020-08-02 07:37:17,727 - mmaction - INFO - Epoch [32][920/2505] lr: 5.000e-04, eta: 1 day, 14:13:04, time: 2.062, data_time: 0.005, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8406, loss_cls: 1.5137, loss: 1.5137, grad_norm: 17.7579 2020-08-02 07:37:58,815 - mmaction - INFO - Epoch [32][940/2505] lr: 5.000e-04, eta: 1 day, 14:12:20, time: 2.037, data_time: 0.007, memory: 8520, top1_acc: 0.6557, top5_acc: 0.8344, loss_cls: 1.5256, loss: 1.5256, grad_norm: 17.5340 2020-08-02 07:38:40,861 - mmaction - INFO - Epoch [32][960/2505] lr: 5.000e-04, eta: 1 day, 14:11:44, time: 2.116, data_time: 0.023, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8344, loss_cls: 1.5603, loss: 1.5603, grad_norm: 17.8537 2020-08-02 07:39:22,092 - mmaction - INFO - Epoch [32][980/2505] lr: 5.000e-04, eta: 1 day, 14:11:02, time: 2.051, data_time: 0.012, memory: 8520, top1_acc: 0.6719, top5_acc: 0.8521, loss_cls: 1.4653, loss: 1.4653, grad_norm: 17.5654 2020-08-02 07:40:02,931 - mmaction - INFO - Epoch [32][1000/2505] lr: 5.000e-04, eta: 1 day, 14:10:20, time: 2.056, data_time: 0.020, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8380, loss_cls: 1.4694, loss: 1.4694, grad_norm: 16.6463 2020-08-02 07:40:44,724 - mmaction - INFO - Epoch [32][1020/2505] lr: 5.000e-04, eta: 1 day, 14:09:41, time: 2.089, data_time: 0.009, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8427, loss_cls: 1.5129, loss: 1.5129, grad_norm: 17.8175 2020-08-02 07:41:26,224 - mmaction - INFO - Epoch [32][1040/2505] lr: 5.000e-04, eta: 1 day, 14:09:01, time: 2.075, data_time: 0.011, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8344, loss_cls: 1.4977, loss: 1.4977, grad_norm: 17.4679 2020-08-02 07:42:08,242 - mmaction - INFO - Epoch [32][1060/2505] lr: 5.000e-04, eta: 1 day, 14:08:24, time: 2.101, data_time: 0.009, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8411, loss_cls: 1.4959, loss: 1.4959, grad_norm: 17.2516 2020-08-02 07:42:49,156 - mmaction - INFO - Epoch [32][1080/2505] lr: 5.000e-04, eta: 1 day, 14:07:41, time: 2.045, data_time: 0.009, memory: 8520, top1_acc: 0.6651, top5_acc: 0.8391, loss_cls: 1.4711, loss: 1.4711, grad_norm: 17.3979 2020-08-02 07:43:30,584 - mmaction - INFO - Epoch [32][1100/2505] lr: 5.000e-04, eta: 1 day, 14:06:59, time: 2.059, data_time: 0.007, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8323, loss_cls: 1.5154, loss: 1.5154, grad_norm: 17.6018 2020-08-02 07:44:11,525 - mmaction - INFO - Epoch [32][1120/2505] lr: 5.000e-04, eta: 1 day, 14:06:18, time: 2.059, data_time: 0.019, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8469, loss_cls: 1.4881, loss: 1.4881, grad_norm: 17.2491 2020-08-02 07:44:53,279 - mmaction - INFO - Epoch [32][1140/2505] lr: 5.000e-04, eta: 1 day, 14:05:39, time: 2.090, data_time: 0.009, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8505, loss_cls: 1.4566, loss: 1.4566, grad_norm: 17.2317 2020-08-02 07:45:34,327 - mmaction - INFO - Epoch [32][1160/2505] lr: 5.000e-04, eta: 1 day, 14:04:55, time: 2.034, data_time: 0.006, memory: 8520, top1_acc: 0.6536, top5_acc: 0.8297, loss_cls: 1.5443, loss: 1.5443, grad_norm: 17.7329 2020-08-02 07:46:15,761 - mmaction - INFO - Epoch [32][1180/2505] lr: 5.000e-04, eta: 1 day, 14:04:16, time: 2.090, data_time: 0.025, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8271, loss_cls: 1.6007, loss: 1.6007, grad_norm: 18.2357 2020-08-02 07:46:58,367 - mmaction - INFO - Epoch [32][1200/2505] lr: 5.000e-04, eta: 1 day, 14:03:42, time: 2.131, data_time: 0.008, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8359, loss_cls: 1.5484, loss: 1.5484, grad_norm: 17.5718 2020-08-02 07:47:39,048 - mmaction - INFO - Epoch [32][1220/2505] lr: 5.000e-04, eta: 1 day, 14:02:58, time: 2.034, data_time: 0.005, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4973, loss: 1.4973, grad_norm: 17.4160 2020-08-02 07:48:21,994 - mmaction - INFO - Epoch [32][1240/2505] lr: 5.000e-04, eta: 1 day, 14:02:23, time: 2.130, data_time: 0.004, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.4793, loss: 1.4793, grad_norm: 16.7872 2020-08-02 07:49:04,556 - mmaction - INFO - Epoch [32][1260/2505] lr: 5.000e-04, eta: 1 day, 14:01:50, time: 2.145, data_time: 0.024, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4940, loss: 1.4940, grad_norm: 17.2236 2020-08-02 07:49:45,326 - mmaction - INFO - Epoch [32][1280/2505] lr: 5.000e-04, eta: 1 day, 14:01:04, time: 2.020, data_time: 0.005, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8484, loss_cls: 1.4468, loss: 1.4468, grad_norm: 16.8585 2020-08-02 07:50:27,329 - mmaction - INFO - Epoch [32][1300/2505] lr: 5.000e-04, eta: 1 day, 14:00:29, time: 2.119, data_time: 0.028, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8396, loss_cls: 1.4819, loss: 1.4819, grad_norm: 17.7925 2020-08-02 07:51:09,197 - mmaction - INFO - Epoch [32][1320/2505] lr: 5.000e-04, eta: 1 day, 13:59:50, time: 2.093, data_time: 0.009, memory: 8520, top1_acc: 0.6552, top5_acc: 0.8396, loss_cls: 1.5321, loss: 1.5321, grad_norm: 17.4336 2020-08-02 07:51:49,722 - mmaction - INFO - Epoch [32][1340/2505] lr: 5.000e-04, eta: 1 day, 13:59:05, time: 2.026, data_time: 0.007, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8464, loss_cls: 1.4793, loss: 1.4793, grad_norm: 17.1417 2020-08-02 07:52:30,054 - mmaction - INFO - Epoch [32][1360/2505] lr: 5.000e-04, eta: 1 day, 13:58:20, time: 2.017, data_time: 0.006, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8448, loss_cls: 1.4956, loss: 1.4956, grad_norm: 17.2376 2020-08-02 07:53:11,466 - mmaction - INFO - Epoch [32][1380/2505] lr: 5.000e-04, eta: 1 day, 13:57:39, time: 2.071, data_time: 0.008, memory: 8520, top1_acc: 0.6755, top5_acc: 0.8411, loss_cls: 1.4925, loss: 1.4925, grad_norm: 16.6832 2020-08-02 07:53:53,460 - mmaction - INFO - Epoch [32][1400/2505] lr: 5.000e-04, eta: 1 day, 13:57:02, time: 2.100, data_time: 0.009, memory: 8520, top1_acc: 0.6563, top5_acc: 0.8479, loss_cls: 1.4886, loss: 1.4886, grad_norm: 17.3630 2020-08-02 07:54:33,448 - mmaction - INFO - Epoch [32][1420/2505] lr: 5.000e-04, eta: 1 day, 13:56:14, time: 2.000, data_time: 0.005, memory: 8520, top1_acc: 0.6464, top5_acc: 0.8312, loss_cls: 1.5644, loss: 1.5644, grad_norm: 17.4131 2020-08-02 07:55:15,524 - mmaction - INFO - Epoch [32][1440/2505] lr: 5.000e-04, eta: 1 day, 13:55:35, time: 2.084, data_time: 0.010, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8422, loss_cls: 1.5010, loss: 1.5010, grad_norm: 17.3829 2020-08-02 07:55:58,122 - mmaction - INFO - Epoch [32][1460/2505] lr: 5.000e-04, eta: 1 day, 13:55:02, time: 2.149, data_time: 0.028, memory: 8520, top1_acc: 0.6615, top5_acc: 0.8417, loss_cls: 1.4984, loss: 1.4984, grad_norm: 17.7858 2020-08-02 07:56:39,870 - mmaction - INFO - Epoch [32][1480/2505] lr: 5.000e-04, eta: 1 day, 13:54:23, time: 2.087, data_time: 0.008, memory: 8520, top1_acc: 0.6656, top5_acc: 0.8417, loss_cls: 1.5131, loss: 1.5131, grad_norm: 17.1707 2020-08-02 07:57:20,698 - mmaction - INFO - Epoch [32][1500/2505] lr: 5.000e-04, eta: 1 day, 13:53:37, time: 2.015, data_time: 0.009, memory: 8520, top1_acc: 0.6542, top5_acc: 0.8260, loss_cls: 1.5803, loss: 1.5803, grad_norm: 18.0856 2020-08-02 07:58:02,089 - mmaction - INFO - Epoch [32][1520/2505] lr: 5.000e-04, eta: 1 day, 13:52:58, time: 2.086, data_time: 0.035, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8365, loss_cls: 1.4521, loss: 1.4521, grad_norm: 16.7188 2020-08-02 07:58:42,975 - mmaction - INFO - Epoch [32][1540/2505] lr: 5.000e-04, eta: 1 day, 13:52:15, time: 2.038, data_time: 0.015, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8438, loss_cls: 1.5025, loss: 1.5025, grad_norm: 17.0929 2020-08-02 07:59:24,435 - mmaction - INFO - Epoch [32][1560/2505] lr: 5.000e-04, eta: 1 day, 13:51:34, time: 2.072, data_time: 0.021, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8339, loss_cls: 1.5698, loss: 1.5698, grad_norm: 18.3456 2020-08-02 08:00:05,976 - mmaction - INFO - Epoch [32][1580/2505] lr: 5.000e-04, eta: 1 day, 13:50:56, time: 2.094, data_time: 0.024, memory: 8520, top1_acc: 0.6448, top5_acc: 0.8339, loss_cls: 1.5098, loss: 1.5098, grad_norm: 17.0902 2020-08-02 08:00:47,165 - mmaction - INFO - Epoch [32][1600/2505] lr: 5.000e-04, eta: 1 day, 13:50:13, time: 2.043, data_time: 0.008, memory: 8520, top1_acc: 0.6625, top5_acc: 0.8443, loss_cls: 1.4788, loss: 1.4788, grad_norm: 17.3873 2020-08-02 08:01:29,004 - mmaction - INFO - Epoch [32][1620/2505] lr: 5.000e-04, eta: 1 day, 13:49:36, time: 2.109, data_time: 0.031, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8156, loss_cls: 1.5797, loss: 1.5797, grad_norm: 17.2828 2020-08-02 08:02:11,140 - mmaction - INFO - Epoch [32][1640/2505] lr: 5.000e-04, eta: 1 day, 13:48:57, time: 2.092, data_time: 0.007, memory: 8520, top1_acc: 0.6589, top5_acc: 0.8318, loss_cls: 1.5069, loss: 1.5069, grad_norm: 17.0888 2020-08-02 08:02:52,833 - mmaction - INFO - Epoch [32][1660/2505] lr: 5.000e-04, eta: 1 day, 13:48:20, time: 2.100, data_time: 0.020, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8500, loss_cls: 1.5058, loss: 1.5058, grad_norm: 17.4530 2020-08-02 08:03:34,128 - mmaction - INFO - Epoch [32][1680/2505] lr: 5.000e-04, eta: 1 day, 13:47:39, time: 2.065, data_time: 0.007, memory: 8520, top1_acc: 0.6547, top5_acc: 0.8333, loss_cls: 1.4829, loss: 1.4829, grad_norm: 17.6214 2020-08-02 08:04:14,950 - mmaction - INFO - Epoch [32][1700/2505] lr: 5.000e-04, eta: 1 day, 13:46:55, time: 2.042, data_time: 0.007, memory: 8520, top1_acc: 0.6828, top5_acc: 0.8552, loss_cls: 1.4483, loss: 1.4483, grad_norm: 17.0534 2020-08-02 08:04:55,130 - mmaction - INFO - Epoch [32][1720/2505] lr: 5.000e-04, eta: 1 day, 13:46:09, time: 2.008, data_time: 0.004, memory: 8520, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4833, loss: 1.4833, grad_norm: 17.7286 2020-08-02 08:05:36,834 - mmaction - INFO - Epoch [32][1740/2505] lr: 5.000e-04, eta: 1 day, 13:45:29, time: 2.075, data_time: 0.008, memory: 8520, top1_acc: 0.6667, top5_acc: 0.8391, loss_cls: 1.4909, loss: 1.4909, grad_norm: 17.2423 2020-08-02 08:06:18,247 - mmaction - INFO - Epoch [32][1760/2505] lr: 5.000e-04, eta: 1 day, 13:44:48, time: 2.070, data_time: 0.016, memory: 8520, top1_acc: 0.6667, top5_acc: 0.8432, loss_cls: 1.4574, loss: 1.4574, grad_norm: 16.8855 2020-08-02 08:06:59,027 - mmaction - INFO - Epoch [32][1780/2505] lr: 5.000e-04, eta: 1 day, 13:44:06, time: 2.049, data_time: 0.019, memory: 8520, top1_acc: 0.6516, top5_acc: 0.8396, loss_cls: 1.4999, loss: 1.4999, grad_norm: 16.1522 2020-08-02 08:07:38,713 - mmaction - INFO - Epoch [32][1800/2505] lr: 5.000e-04, eta: 1 day, 13:43:17, time: 1.985, data_time: 0.008, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8297, loss_cls: 1.5195, loss: 1.5195, grad_norm: 17.0521 2020-08-02 08:08:20,673 - mmaction - INFO - Epoch [32][1820/2505] lr: 5.000e-04, eta: 1 day, 13:42:39, time: 2.098, data_time: 0.008, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8432, loss_cls: 1.4974, loss: 1.4974, grad_norm: 17.1500 2020-08-02 08:09:00,853 - mmaction - INFO - Epoch [32][1840/2505] lr: 5.000e-04, eta: 1 day, 13:41:53, time: 2.009, data_time: 0.007, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8385, loss_cls: 1.4985, loss: 1.4985, grad_norm: 17.1962 2020-08-02 08:09:43,058 - mmaction - INFO - Epoch [32][1860/2505] lr: 5.000e-04, eta: 1 day, 13:41:16, time: 2.110, data_time: 0.007, memory: 8520, top1_acc: 0.6792, top5_acc: 0.8333, loss_cls: 1.4959, loss: 1.4959, grad_norm: 17.3945 2020-08-02 08:10:23,414 - mmaction - INFO - Epoch [32][1880/2505] lr: 5.000e-04, eta: 1 day, 13:40:31, time: 2.018, data_time: 0.004, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8401, loss_cls: 1.4868, loss: 1.4868, grad_norm: 16.9386 2020-08-02 08:11:05,249 - mmaction - INFO - Epoch [32][1900/2505] lr: 5.000e-04, eta: 1 day, 13:39:52, time: 2.088, data_time: 0.006, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8427, loss_cls: 1.4922, loss: 1.4922, grad_norm: 16.8958 2020-08-02 08:11:45,521 - mmaction - INFO - Epoch [32][1920/2505] lr: 5.000e-04, eta: 1 day, 13:39:07, time: 2.016, data_time: 0.010, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8516, loss_cls: 1.5105, loss: 1.5105, grad_norm: 18.0104 2020-08-02 08:12:25,610 - mmaction - INFO - Epoch [32][1940/2505] lr: 5.000e-04, eta: 1 day, 13:38:18, time: 1.986, data_time: 0.007, memory: 8520, top1_acc: 0.6672, top5_acc: 0.8380, loss_cls: 1.5152, loss: 1.5152, grad_norm: 17.3192 2020-08-02 08:13:07,767 - mmaction - INFO - Epoch [32][1960/2505] lr: 5.000e-04, eta: 1 day, 13:37:42, time: 2.118, data_time: 0.024, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8521, loss_cls: 1.5108, loss: 1.5108, grad_norm: 17.1149 2020-08-02 08:13:49,446 - mmaction - INFO - Epoch [32][1980/2505] lr: 5.000e-04, eta: 1 day, 13:37:04, time: 2.093, data_time: 0.020, memory: 8520, top1_acc: 0.6521, top5_acc: 0.8302, loss_cls: 1.5722, loss: 1.5722, grad_norm: 18.0908 2020-08-02 08:14:28,850 - mmaction - INFO - Epoch [32][2000/2505] lr: 5.000e-04, eta: 1 day, 13:36:14, time: 1.970, data_time: 0.007, memory: 8520, top1_acc: 0.6609, top5_acc: 0.8380, loss_cls: 1.5068, loss: 1.5068, grad_norm: 16.8296 2020-08-02 08:15:09,985 - mmaction - INFO - Epoch [32][2020/2505] lr: 5.000e-04, eta: 1 day, 13:35:32, time: 2.056, data_time: 0.007, memory: 8520, top1_acc: 0.6380, top5_acc: 0.8365, loss_cls: 1.5585, loss: 1.5585, grad_norm: 18.0022 2020-08-02 08:15:50,265 - mmaction - INFO - Epoch [32][2040/2505] lr: 5.000e-04, eta: 1 day, 13:34:47, time: 2.014, data_time: 0.007, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8422, loss_cls: 1.5141, loss: 1.5141, grad_norm: 17.8419 2020-08-02 08:16:31,601 - mmaction - INFO - Epoch [32][2060/2505] lr: 5.000e-04, eta: 1 day, 13:34:06, time: 2.066, data_time: 0.009, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.5308, loss: 1.5308, grad_norm: 17.2977 2020-08-02 08:17:11,719 - mmaction - INFO - Epoch [32][2080/2505] lr: 5.000e-04, eta: 1 day, 13:33:19, time: 2.007, data_time: 0.005, memory: 8520, top1_acc: 0.6417, top5_acc: 0.8292, loss_cls: 1.5471, loss: 1.5471, grad_norm: 17.1694 2020-08-02 08:17:51,792 - mmaction - INFO - Epoch [32][2100/2505] lr: 5.000e-04, eta: 1 day, 13:32:33, time: 2.003, data_time: 0.005, memory: 8520, top1_acc: 0.6750, top5_acc: 0.8365, loss_cls: 1.4916, loss: 1.4916, grad_norm: 17.0599 2020-08-02 08:18:32,024 - mmaction - INFO - Epoch [32][2120/2505] lr: 5.000e-04, eta: 1 day, 13:31:47, time: 2.012, data_time: 0.004, memory: 8520, top1_acc: 0.6505, top5_acc: 0.8286, loss_cls: 1.6005, loss: 1.6005, grad_norm: 17.1432 2020-08-02 08:19:11,742 - mmaction - INFO - Epoch [32][2140/2505] lr: 5.000e-04, eta: 1 day, 13:30:59, time: 1.985, data_time: 0.009, memory: 8520, top1_acc: 0.6339, top5_acc: 0.8385, loss_cls: 1.5346, loss: 1.5346, grad_norm: 17.2426 2020-08-02 08:19:52,869 - mmaction - INFO - Epoch [32][2160/2505] lr: 5.000e-04, eta: 1 day, 13:30:17, time: 2.054, data_time: 0.007, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8458, loss_cls: 1.4782, loss: 1.4782, grad_norm: 17.9426 2020-08-02 08:20:34,049 - mmaction - INFO - Epoch [32][2180/2505] lr: 5.000e-04, eta: 1 day, 13:29:35, time: 2.052, data_time: 0.011, memory: 8520, top1_acc: 0.6396, top5_acc: 0.8344, loss_cls: 1.5905, loss: 1.5905, grad_norm: 17.6813 2020-08-02 08:21:14,367 - mmaction - INFO - Epoch [32][2200/2505] lr: 5.000e-04, eta: 1 day, 13:28:50, time: 2.025, data_time: 0.015, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8448, loss_cls: 1.5155, loss: 1.5155, grad_norm: 17.2984 2020-08-02 08:21:54,289 - mmaction - INFO - Epoch [32][2220/2505] lr: 5.000e-04, eta: 1 day, 13:28:02, time: 1.982, data_time: 0.006, memory: 8520, top1_acc: 0.6568, top5_acc: 0.8474, loss_cls: 1.4932, loss: 1.4932, grad_norm: 16.8999 2020-08-02 08:22:34,363 - mmaction - INFO - Epoch [32][2240/2505] lr: 5.000e-04, eta: 1 day, 13:27:16, time: 2.004, data_time: 0.020, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8271, loss_cls: 1.5263, loss: 1.5263, grad_norm: 16.8911 2020-08-02 08:23:15,207 - mmaction - INFO - Epoch [32][2260/2505] lr: 5.000e-04, eta: 1 day, 13:26:34, time: 2.052, data_time: 0.021, memory: 8520, top1_acc: 0.6318, top5_acc: 0.8286, loss_cls: 1.5845, loss: 1.5845, grad_norm: 17.5172 2020-08-02 08:23:56,490 - mmaction - INFO - Epoch [32][2280/2505] lr: 5.000e-04, eta: 1 day, 13:25:53, time: 2.067, data_time: 0.008, memory: 8520, top1_acc: 0.6458, top5_acc: 0.8344, loss_cls: 1.5562, loss: 1.5562, grad_norm: 17.4685 2020-08-02 08:24:37,904 - mmaction - INFO - Epoch [32][2300/2505] lr: 5.000e-04, eta: 1 day, 13:25:12, time: 2.071, data_time: 0.007, memory: 8520, top1_acc: 0.6531, top5_acc: 0.8323, loss_cls: 1.5271, loss: 1.5271, grad_norm: 18.0923 2020-08-02 08:25:18,241 - mmaction - INFO - Epoch [32][2320/2505] lr: 5.000e-04, eta: 1 day, 13:24:26, time: 2.006, data_time: 0.009, memory: 8520, top1_acc: 0.6651, top5_acc: 0.8411, loss_cls: 1.4901, loss: 1.4901, grad_norm: 17.2430 2020-08-02 08:26:00,067 - mmaction - INFO - Epoch [32][2340/2505] lr: 5.000e-04, eta: 1 day, 13:23:48, time: 2.102, data_time: 0.018, memory: 8520, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.5111, loss: 1.5111, grad_norm: 18.2000 2020-08-02 08:26:42,742 - mmaction - INFO - Epoch [32][2360/2505] lr: 5.000e-04, eta: 1 day, 13:23:14, time: 2.134, data_time: 0.008, memory: 8520, top1_acc: 0.6604, top5_acc: 0.8349, loss_cls: 1.5290, loss: 1.5290, grad_norm: 17.4294 2020-08-02 08:27:24,738 - mmaction - INFO - Epoch [32][2380/2505] lr: 5.000e-04, eta: 1 day, 13:22:36, time: 2.100, data_time: 0.007, memory: 8520, top1_acc: 0.6646, top5_acc: 0.8365, loss_cls: 1.5162, loss: 1.5162, grad_norm: 17.2979 2020-08-02 08:28:06,900 - mmaction - INFO - Epoch [32][2400/2505] lr: 5.000e-04, eta: 1 day, 13:21:58, time: 2.108, data_time: 0.009, memory: 8520, top1_acc: 0.6495, top5_acc: 0.8307, loss_cls: 1.5743, loss: 1.5743, grad_norm: 17.8511 2020-08-02 08:28:48,099 - mmaction - INFO - Epoch [32][2420/2505] lr: 5.000e-04, eta: 1 day, 13:21:17, time: 2.059, data_time: 0.006, memory: 8520, top1_acc: 0.6432, top5_acc: 0.8339, loss_cls: 1.5618, loss: 1.5618, grad_norm: 17.4495 2020-08-02 08:29:28,491 - mmaction - INFO - Epoch [32][2440/2505] lr: 5.000e-04, eta: 1 day, 13:20:31, time: 2.008, data_time: 0.005, memory: 8520, top1_acc: 0.6620, top5_acc: 0.8323, loss_cls: 1.5363, loss: 1.5363, grad_norm: 16.7398 2020-08-02 08:30:10,486 - mmaction - INFO - Epoch [32][2460/2505] lr: 5.000e-04, eta: 1 day, 13:19:54, time: 2.112, data_time: 0.020, memory: 8520, top1_acc: 0.6526, top5_acc: 0.8406, loss_cls: 1.5209, loss: 1.5209, grad_norm: 17.4779 2020-08-02 08:30:51,048 - mmaction - INFO - Epoch [32][2480/2505] lr: 5.000e-04, eta: 1 day, 13:19:10, time: 2.028, data_time: 0.005, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8474, loss_cls: 1.4569, loss: 1.4569, grad_norm: 17.1411 2020-08-02 08:31:33,125 - mmaction - INFO - Epoch [32][2500/2505] lr: 5.000e-04, eta: 1 day, 13:18:32, time: 2.101, data_time: 0.005, memory: 8520, top1_acc: 0.6573, top5_acc: 0.8562, loss_cls: 1.4832, loss: 1.4832, grad_norm: 17.5209 2020-08-02 08:31:46,098 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-08-02 08:33:01,418 - mmaction - INFO - Epoch [33][20/2505] lr: 5.000e-05, eta: 1 day, 13:19:21, time: 3.742, data_time: 1.641, memory: 8520, top1_acc: 0.6734, top5_acc: 0.8521, loss_cls: 1.4157, loss: 1.4157, grad_norm: 16.7324 2020-08-02 08:33:41,715 - mmaction - INFO - Epoch [33][40/2505] lr: 5.000e-05, eta: 1 day, 13:18:36, time: 2.013, data_time: 0.007, memory: 8520, top1_acc: 0.6693, top5_acc: 0.8443, loss_cls: 1.4563, loss: 1.4563, grad_norm: 17.1963 2020-08-02 08:34:21,982 - mmaction - INFO - Epoch [33][60/2505] lr: 5.000e-05, eta: 1 day, 13:17:50, time: 2.015, data_time: 0.005, memory: 8520, top1_acc: 0.6745, top5_acc: 0.8536, loss_cls: 1.4268, loss: 1.4268, grad_norm: 17.0784 2020-08-02 08:35:03,436 - mmaction - INFO - Epoch [33][80/2505] lr: 5.000e-05, eta: 1 day, 13:17:10, time: 2.072, data_time: 0.007, memory: 8520, top1_acc: 0.6802, top5_acc: 0.8474, loss_cls: 1.4295, loss: 1.4295, grad_norm: 16.9107 2020-08-02 08:35:44,137 - mmaction - INFO - Epoch [33][100/2505] lr: 5.000e-05, eta: 1 day, 13:16:26, time: 2.033, data_time: 0.007, memory: 8520, top1_acc: 0.6766, top5_acc: 0.8552, loss_cls: 1.4081, loss: 1.4081, grad_norm: 17.0673 2020-08-02 08:36:26,123 - mmaction - INFO - Epoch [33][120/2505] lr: 5.000e-05, eta: 1 day, 13:15:48, time: 2.102, data_time: 0.008, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8729, loss_cls: 1.3552, loss: 1.3552, grad_norm: 16.9732 2020-08-02 08:37:06,558 - mmaction - INFO - Epoch [33][140/2505] lr: 5.000e-05, eta: 1 day, 13:15:03, time: 2.021, data_time: 0.006, memory: 8520, top1_acc: 0.6776, top5_acc: 0.8521, loss_cls: 1.4080, loss: 1.4080, grad_norm: 17.5344 2020-08-02 08:37:48,912 - mmaction - INFO - Epoch [33][160/2505] lr: 5.000e-05, eta: 1 day, 13:14:26, time: 2.118, data_time: 0.006, memory: 8520, top1_acc: 0.6823, top5_acc: 0.8458, loss_cls: 1.4278, loss: 1.4278, grad_norm: 16.7680 2020-08-02 08:38:30,351 - mmaction - INFO - Epoch [33][180/2505] lr: 5.000e-05, eta: 1 day, 13:13:45, time: 2.061, data_time: 0.014, memory: 8520, top1_acc: 0.6740, top5_acc: 0.8562, loss_cls: 1.4108, loss: 1.4108, grad_norm: 17.0564 2020-08-02 08:39:11,789 - mmaction - INFO - Epoch [33][200/2505] lr: 5.000e-05, eta: 1 day, 13:13:05, time: 2.082, data_time: 0.019, memory: 8520, top1_acc: 0.6740, top5_acc: 0.8380, loss_cls: 1.4493, loss: 1.4493, grad_norm: 16.5690 2020-08-02 08:39:54,301 - mmaction - INFO - Epoch [33][220/2505] lr: 5.000e-05, eta: 1 day, 13:12:29, time: 2.124, data_time: 0.011, memory: 8520, top1_acc: 0.6651, top5_acc: 0.8396, loss_cls: 1.4732, loss: 1.4732, grad_norm: 16.9933 2020-08-02 08:40:35,309 - mmaction - INFO - Epoch [33][240/2505] lr: 5.000e-05, eta: 1 day, 13:11:44, time: 2.025, data_time: 0.006, memory: 8520, top1_acc: 0.6802, top5_acc: 0.8542, loss_cls: 1.3810, loss: 1.3810, grad_norm: 16.2099 2020-08-02 08:41:16,451 - mmaction - INFO - Epoch [33][260/2505] lr: 5.000e-05, eta: 1 day, 13:11:05, time: 2.085, data_time: 0.035, memory: 8520, top1_acc: 0.6818, top5_acc: 0.8568, loss_cls: 1.3980, loss: 1.3980, grad_norm: 16.6720 2020-08-02 08:41:56,997 - mmaction - INFO - Epoch [33][280/2505] lr: 5.000e-05, eta: 1 day, 13:10:20, time: 2.024, data_time: 0.006, memory: 8520, top1_acc: 0.6661, top5_acc: 0.8354, loss_cls: 1.4307, loss: 1.4307, grad_norm: 16.3419 2020-08-02 08:42:38,158 - mmaction - INFO - Epoch [33][300/2505] lr: 5.000e-05, eta: 1 day, 13:09:39, time: 2.058, data_time: 0.008, memory: 8520, top1_acc: 0.6714, top5_acc: 0.8432, loss_cls: 1.4420, loss: 1.4420, grad_norm: 17.1132 2020-08-02 08:43:20,046 - mmaction - INFO - Epoch [33][320/2505] lr: 5.000e-05, eta: 1 day, 13:09:00, time: 2.097, data_time: 0.010, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8635, loss_cls: 1.3628, loss: 1.3628, grad_norm: 16.3607 2020-08-02 08:44:01,062 - mmaction - INFO - Epoch [33][340/2505] lr: 5.000e-05, eta: 1 day, 13:08:16, time: 2.036, data_time: 0.008, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8516, loss_cls: 1.3755, loss: 1.3755, grad_norm: 16.8117 2020-08-02 08:44:42,751 - mmaction - INFO - Epoch [33][360/2505] lr: 5.000e-05, eta: 1 day, 13:07:38, time: 2.100, data_time: 0.020, memory: 8520, top1_acc: 0.6714, top5_acc: 0.8349, loss_cls: 1.4649, loss: 1.4649, grad_norm: 17.2090 2020-08-02 08:45:23,803 - mmaction - INFO - Epoch [33][380/2505] lr: 5.000e-05, eta: 1 day, 13:06:56, time: 2.051, data_time: 0.004, memory: 8520, top1_acc: 0.6708, top5_acc: 0.8406, loss_cls: 1.4815, loss: 1.4815, grad_norm: 17.1289 2020-08-02 08:46:06,035 - mmaction - INFO - Epoch [33][400/2505] lr: 5.000e-05, eta: 1 day, 13:06:18, time: 2.108, data_time: 0.013, memory: 8520, top1_acc: 0.6630, top5_acc: 0.8391, loss_cls: 1.4878, loss: 1.4878, grad_norm: 16.7375 2020-08-02 08:46:47,446 - mmaction - INFO - Epoch [33][420/2505] lr: 5.000e-05, eta: 1 day, 13:05:38, time: 2.075, data_time: 0.010, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8583, loss_cls: 1.3942, loss: 1.3942, grad_norm: 16.2827 2020-08-02 08:47:28,697 - mmaction - INFO - Epoch [33][440/2505] lr: 5.000e-05, eta: 1 day, 13:04:56, time: 2.053, data_time: 0.009, memory: 8520, top1_acc: 0.6734, top5_acc: 0.8339, loss_cls: 1.4621, loss: 1.4621, grad_norm: 16.7973 2020-08-02 08:48:08,836 - mmaction - INFO - Epoch [33][460/2505] lr: 5.000e-05, eta: 1 day, 13:04:10, time: 2.002, data_time: 0.013, memory: 8520, top1_acc: 0.6766, top5_acc: 0.8505, loss_cls: 1.4214, loss: 1.4214, grad_norm: 16.4965 2020-08-02 08:48:50,401 - mmaction - INFO - Epoch [33][480/2505] lr: 5.000e-05, eta: 1 day, 13:03:31, time: 2.093, data_time: 0.018, memory: 8520, top1_acc: 0.6714, top5_acc: 0.8490, loss_cls: 1.4383, loss: 1.4383, grad_norm: 17.1368 2020-08-02 08:49:30,983 - mmaction - INFO - Epoch [33][500/2505] lr: 5.000e-05, eta: 1 day, 13:02:45, time: 2.011, data_time: 0.008, memory: 8520, top1_acc: 0.6807, top5_acc: 0.8495, loss_cls: 1.4271, loss: 1.4271, grad_norm: 16.8310 2020-08-02 08:50:11,513 - mmaction - INFO - Epoch [33][520/2505] lr: 5.000e-05, eta: 1 day, 13:02:02, time: 2.045, data_time: 0.033, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8443, loss_cls: 1.4170, loss: 1.4170, grad_norm: 16.8570 2020-08-02 08:50:52,705 - mmaction - INFO - Epoch [33][540/2505] lr: 5.000e-05, eta: 1 day, 13:01:21, time: 2.060, data_time: 0.005, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8495, loss_cls: 1.4222, loss: 1.4222, grad_norm: 16.5226 2020-08-02 08:51:33,250 - mmaction - INFO - Epoch [33][560/2505] lr: 5.000e-05, eta: 1 day, 13:00:36, time: 2.027, data_time: 0.005, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8568, loss_cls: 1.3398, loss: 1.3398, grad_norm: 16.0034 2020-08-02 08:52:12,906 - mmaction - INFO - Epoch [33][580/2505] lr: 5.000e-05, eta: 1 day, 12:59:48, time: 1.983, data_time: 0.005, memory: 8520, top1_acc: 0.6703, top5_acc: 0.8526, loss_cls: 1.4392, loss: 1.4392, grad_norm: 17.3587 2020-08-02 08:52:53,769 - mmaction - INFO - Epoch [33][600/2505] lr: 5.000e-05, eta: 1 day, 12:59:05, time: 2.042, data_time: 0.007, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8510, loss_cls: 1.3827, loss: 1.3827, grad_norm: 16.5608 2020-08-02 08:53:35,211 - mmaction - INFO - Epoch [33][620/2505] lr: 5.000e-05, eta: 1 day, 12:58:25, time: 2.072, data_time: 0.009, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8438, loss_cls: 1.4317, loss: 1.4317, grad_norm: 17.1762 2020-08-02 08:54:15,325 - mmaction - INFO - Epoch [33][640/2505] lr: 5.000e-05, eta: 1 day, 12:57:39, time: 2.005, data_time: 0.006, memory: 8520, top1_acc: 0.6750, top5_acc: 0.8479, loss_cls: 1.4373, loss: 1.4373, grad_norm: 16.4809 2020-08-02 08:54:56,402 - mmaction - INFO - Epoch [33][660/2505] lr: 5.000e-05, eta: 1 day, 12:56:56, time: 2.043, data_time: 0.007, memory: 8520, top1_acc: 0.6750, top5_acc: 0.8510, loss_cls: 1.4078, loss: 1.4078, grad_norm: 16.4542 2020-08-02 08:55:37,479 - mmaction - INFO - Epoch [33][680/2505] lr: 5.000e-05, eta: 1 day, 12:56:14, time: 2.052, data_time: 0.020, memory: 8520, top1_acc: 0.6818, top5_acc: 0.8521, loss_cls: 1.3977, loss: 1.3977, grad_norm: 17.0356 2020-08-02 08:56:19,580 - mmaction - INFO - Epoch [33][700/2505] lr: 5.000e-05, eta: 1 day, 12:55:36, time: 2.103, data_time: 0.023, memory: 8520, top1_acc: 0.6771, top5_acc: 0.8443, loss_cls: 1.4402, loss: 1.4402, grad_norm: 16.6051 2020-08-02 08:57:00,814 - mmaction - INFO - Epoch [33][720/2505] lr: 5.000e-05, eta: 1 day, 12:54:55, time: 2.077, data_time: 0.022, memory: 8520, top1_acc: 0.6693, top5_acc: 0.8396, loss_cls: 1.4668, loss: 1.4668, grad_norm: 16.7015 2020-08-02 08:57:42,055 - mmaction - INFO - Epoch [33][740/2505] lr: 5.000e-05, eta: 1 day, 12:54:13, time: 2.047, data_time: 0.008, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8505, loss_cls: 1.3891, loss: 1.3891, grad_norm: 16.0461 2020-08-02 08:58:24,173 - mmaction - INFO - Epoch [33][760/2505] lr: 5.000e-05, eta: 1 day, 12:53:36, time: 2.123, data_time: 0.026, memory: 8520, top1_acc: 0.6823, top5_acc: 0.8411, loss_cls: 1.4186, loss: 1.4186, grad_norm: 16.6736 2020-08-02 08:59:05,820 - mmaction - INFO - Epoch [33][780/2505] lr: 5.000e-05, eta: 1 day, 12:52:57, time: 2.082, data_time: 0.006, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8568, loss_cls: 1.3875, loss: 1.3875, grad_norm: 16.6439 2020-08-02 08:59:46,011 - mmaction - INFO - Epoch [33][800/2505] lr: 5.000e-05, eta: 1 day, 12:52:11, time: 2.010, data_time: 0.004, memory: 8520, top1_acc: 0.6823, top5_acc: 0.8500, loss_cls: 1.4101, loss: 1.4101, grad_norm: 16.8908 2020-08-02 09:00:27,778 - mmaction - INFO - Epoch [33][820/2505] lr: 5.000e-05, eta: 1 day, 12:51:32, time: 2.088, data_time: 0.006, memory: 8520, top1_acc: 0.6656, top5_acc: 0.8417, loss_cls: 1.4585, loss: 1.4585, grad_norm: 16.5679 2020-08-02 09:01:07,941 - mmaction - INFO - Epoch [33][840/2505] lr: 5.000e-05, eta: 1 day, 12:50:45, time: 1.994, data_time: 0.005, memory: 8520, top1_acc: 0.6745, top5_acc: 0.8432, loss_cls: 1.4171, loss: 1.4171, grad_norm: 16.1622 2020-08-02 09:01:48,165 - mmaction - INFO - Epoch [33][860/2505] lr: 5.000e-05, eta: 1 day, 12:50:01, time: 2.024, data_time: 0.020, memory: 8520, top1_acc: 0.6766, top5_acc: 0.8375, loss_cls: 1.4603, loss: 1.4603, grad_norm: 16.9424 2020-08-02 09:02:30,087 - mmaction - INFO - Epoch [33][880/2505] lr: 5.000e-05, eta: 1 day, 12:49:22, time: 2.097, data_time: 0.006, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8484, loss_cls: 1.3977, loss: 1.3977, grad_norm: 16.5970 2020-08-02 09:03:11,035 - mmaction - INFO - Epoch [33][900/2505] lr: 5.000e-05, eta: 1 day, 12:48:39, time: 2.048, data_time: 0.006, memory: 8520, top1_acc: 0.6823, top5_acc: 0.8542, loss_cls: 1.3791, loss: 1.3791, grad_norm: 16.6304 2020-08-02 09:03:52,090 - mmaction - INFO - Epoch [33][920/2505] lr: 5.000e-05, eta: 1 day, 12:47:57, time: 2.052, data_time: 0.008, memory: 8520, top1_acc: 0.6818, top5_acc: 0.8578, loss_cls: 1.3650, loss: 1.3650, grad_norm: 16.5885 2020-08-02 09:04:32,611 - mmaction - INFO - Epoch [33][940/2505] lr: 5.000e-05, eta: 1 day, 12:47:12, time: 2.015, data_time: 0.009, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8484, loss_cls: 1.3758, loss: 1.3758, grad_norm: 16.2844 2020-08-02 09:05:12,443 - mmaction - INFO - Epoch [33][960/2505] lr: 5.000e-05, eta: 1 day, 12:46:25, time: 1.988, data_time: 0.016, memory: 8520, top1_acc: 0.6771, top5_acc: 0.8495, loss_cls: 1.4087, loss: 1.4087, grad_norm: 16.8193 2020-08-02 09:05:53,692 - mmaction - INFO - Epoch [33][980/2505] lr: 5.000e-05, eta: 1 day, 12:45:45, time: 2.077, data_time: 0.022, memory: 8520, top1_acc: 0.6802, top5_acc: 0.8458, loss_cls: 1.4180, loss: 1.4180, grad_norm: 16.9517 2020-08-02 09:06:34,610 - mmaction - INFO - Epoch [33][1000/2505] lr: 5.000e-05, eta: 1 day, 12:45:02, time: 2.046, data_time: 0.008, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8651, loss_cls: 1.3295, loss: 1.3295, grad_norm: 15.8686 2020-08-02 09:07:15,497 - mmaction - INFO - Epoch [33][1020/2505] lr: 5.000e-05, eta: 1 day, 12:44:19, time: 2.045, data_time: 0.007, memory: 8520, top1_acc: 0.6813, top5_acc: 0.8438, loss_cls: 1.4443, loss: 1.4443, grad_norm: 17.3836 2020-08-02 09:07:57,587 - mmaction - INFO - Epoch [33][1040/2505] lr: 5.000e-05, eta: 1 day, 12:43:40, time: 2.081, data_time: 0.009, memory: 8520, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3914, loss: 1.3914, grad_norm: 17.1314 2020-08-02 09:08:38,927 - mmaction - INFO - Epoch [33][1060/2505] lr: 5.000e-05, eta: 1 day, 12:43:00, time: 2.090, data_time: 0.028, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3763, loss: 1.3763, grad_norm: 17.1773 2020-08-02 09:09:19,413 - mmaction - INFO - Epoch [33][1080/2505] lr: 5.000e-05, eta: 1 day, 12:42:15, time: 2.013, data_time: 0.007, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8646, loss_cls: 1.3348, loss: 1.3348, grad_norm: 16.4084 2020-08-02 09:10:01,290 - mmaction - INFO - Epoch [33][1100/2505] lr: 5.000e-05, eta: 1 day, 12:41:36, time: 2.090, data_time: 0.020, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8422, loss_cls: 1.4391, loss: 1.4391, grad_norm: 17.1126 2020-08-02 09:10:43,914 - mmaction - INFO - Epoch [33][1120/2505] lr: 5.000e-05, eta: 1 day, 12:41:01, time: 2.146, data_time: 0.024, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8646, loss_cls: 1.3661, loss: 1.3661, grad_norm: 16.4087 2020-08-02 09:11:25,521 - mmaction - INFO - Epoch [33][1140/2505] lr: 5.000e-05, eta: 1 day, 12:40:22, time: 2.079, data_time: 0.006, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8500, loss_cls: 1.4142, loss: 1.4142, grad_norm: 16.9945 2020-08-02 09:12:05,690 - mmaction - INFO - Epoch [33][1160/2505] lr: 5.000e-05, eta: 1 day, 12:39:36, time: 2.010, data_time: 0.005, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3706, loss: 1.3706, grad_norm: 16.5400 2020-08-02 09:12:45,721 - mmaction - INFO - Epoch [33][1180/2505] lr: 5.000e-05, eta: 1 day, 12:38:50, time: 2.000, data_time: 0.004, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8620, loss_cls: 1.3371, loss: 1.3371, grad_norm: 16.3658 2020-08-02 09:13:27,351 - mmaction - INFO - Epoch [33][1200/2505] lr: 5.000e-05, eta: 1 day, 12:38:10, time: 2.081, data_time: 0.009, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.3167, loss: 1.3167, grad_norm: 15.7080 2020-08-02 09:14:09,170 - mmaction - INFO - Epoch [33][1220/2505] lr: 5.000e-05, eta: 1 day, 12:37:31, time: 2.092, data_time: 0.005, memory: 8520, top1_acc: 0.6760, top5_acc: 0.8516, loss_cls: 1.4116, loss: 1.4116, grad_norm: 17.1854 2020-08-02 09:14:51,863 - mmaction - INFO - Epoch [33][1240/2505] lr: 5.000e-05, eta: 1 day, 12:36:55, time: 2.134, data_time: 0.011, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.4061, loss: 1.4061, grad_norm: 17.0393 2020-08-02 09:15:32,976 - mmaction - INFO - Epoch [33][1260/2505] lr: 5.000e-05, eta: 1 day, 12:36:12, time: 2.040, data_time: 0.006, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8635, loss_cls: 1.3145, loss: 1.3145, grad_norm: 16.6541 2020-08-02 09:16:13,879 - mmaction - INFO - Epoch [33][1280/2505] lr: 5.000e-05, eta: 1 day, 12:35:30, time: 2.049, data_time: 0.024, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8677, loss_cls: 1.3332, loss: 1.3332, grad_norm: 16.4945 2020-08-02 09:16:53,950 - mmaction - INFO - Epoch [33][1300/2505] lr: 5.000e-05, eta: 1 day, 12:34:43, time: 1.995, data_time: 0.018, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8661, loss_cls: 1.3081, loss: 1.3081, grad_norm: 16.6460 2020-08-02 09:17:37,439 - mmaction - INFO - Epoch [33][1320/2505] lr: 5.000e-05, eta: 1 day, 12:34:12, time: 2.195, data_time: 0.033, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8792, loss_cls: 1.2762, loss: 1.2762, grad_norm: 16.1350 2020-08-02 09:18:17,159 - mmaction - INFO - Epoch [33][1340/2505] lr: 5.000e-05, eta: 1 day, 12:33:25, time: 1.985, data_time: 0.006, memory: 8520, top1_acc: 0.6708, top5_acc: 0.8464, loss_cls: 1.4544, loss: 1.4544, grad_norm: 17.2774 2020-08-02 09:18:57,257 - mmaction - INFO - Epoch [33][1360/2505] lr: 5.000e-05, eta: 1 day, 12:32:39, time: 2.005, data_time: 0.009, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3458, loss: 1.3458, grad_norm: 17.0561 2020-08-02 09:19:38,301 - mmaction - INFO - Epoch [33][1380/2505] lr: 5.000e-05, eta: 1 day, 12:31:56, time: 2.040, data_time: 0.008, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8630, loss_cls: 1.3572, loss: 1.3572, grad_norm: 16.8536 2020-08-02 09:20:19,997 - mmaction - INFO - Epoch [33][1400/2505] lr: 5.000e-05, eta: 1 day, 12:31:16, time: 2.080, data_time: 0.020, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8583, loss_cls: 1.3307, loss: 1.3307, grad_norm: 16.6854 2020-08-02 09:21:01,406 - mmaction - INFO - Epoch [33][1420/2505] lr: 5.000e-05, eta: 1 day, 12:30:37, time: 2.087, data_time: 0.023, memory: 8520, top1_acc: 0.6812, top5_acc: 0.8500, loss_cls: 1.4163, loss: 1.4163, grad_norm: 17.1960 2020-08-02 09:21:43,228 - mmaction - INFO - Epoch [33][1440/2505] lr: 5.000e-05, eta: 1 day, 12:29:58, time: 2.092, data_time: 0.008, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8589, loss_cls: 1.3675, loss: 1.3675, grad_norm: 17.1319 2020-08-02 09:22:24,395 - mmaction - INFO - Epoch [33][1460/2505] lr: 5.000e-05, eta: 1 day, 12:29:15, time: 2.040, data_time: 0.004, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8542, loss_cls: 1.3755, loss: 1.3755, grad_norm: 16.8088 2020-08-02 09:23:04,812 - mmaction - INFO - Epoch [33][1480/2505] lr: 5.000e-05, eta: 1 day, 12:28:31, time: 2.025, data_time: 0.030, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8641, loss_cls: 1.3619, loss: 1.3619, grad_norm: 16.6495 2020-08-02 09:23:47,023 - mmaction - INFO - Epoch [33][1500/2505] lr: 5.000e-05, eta: 1 day, 12:27:54, time: 2.124, data_time: 0.023, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8583, loss_cls: 1.3717, loss: 1.3717, grad_norm: 17.2902 2020-08-02 09:24:29,641 - mmaction - INFO - Epoch [33][1520/2505] lr: 5.000e-05, eta: 1 day, 12:27:18, time: 2.125, data_time: 0.004, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8599, loss_cls: 1.3285, loss: 1.3285, grad_norm: 16.2077 2020-08-02 09:25:10,463 - mmaction - INFO - Epoch [33][1540/2505] lr: 5.000e-05, eta: 1 day, 12:26:35, time: 2.046, data_time: 0.014, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8443, loss_cls: 1.3889, loss: 1.3889, grad_norm: 16.6190 2020-08-02 09:25:52,293 - mmaction - INFO - Epoch [33][1560/2505] lr: 5.000e-05, eta: 1 day, 12:25:56, time: 2.092, data_time: 0.009, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8526, loss_cls: 1.3637, loss: 1.3637, grad_norm: 17.0961 2020-08-02 09:26:32,843 - mmaction - INFO - Epoch [33][1580/2505] lr: 5.000e-05, eta: 1 day, 12:25:12, time: 2.027, data_time: 0.008, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8562, loss_cls: 1.3632, loss: 1.3632, grad_norm: 17.0670 2020-08-02 09:27:14,314 - mmaction - INFO - Epoch [33][1600/2505] lr: 5.000e-05, eta: 1 day, 12:24:31, time: 2.073, data_time: 0.011, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3774, loss: 1.3774, grad_norm: 16.6664 2020-08-02 09:27:54,539 - mmaction - INFO - Epoch [33][1620/2505] lr: 5.000e-05, eta: 1 day, 12:23:45, time: 1.993, data_time: 0.005, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8651, loss_cls: 1.2985, loss: 1.2985, grad_norm: 16.4313 2020-08-02 09:28:34,914 - mmaction - INFO - Epoch [33][1640/2505] lr: 5.000e-05, eta: 1 day, 12:23:00, time: 2.016, data_time: 0.029, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8557, loss_cls: 1.3650, loss: 1.3650, grad_norm: 17.4599 2020-08-02 09:29:16,694 - mmaction - INFO - Epoch [33][1660/2505] lr: 5.000e-05, eta: 1 day, 12:22:22, time: 2.110, data_time: 0.030, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8620, loss_cls: 1.2985, loss: 1.2985, grad_norm: 16.4711 2020-08-02 09:29:56,306 - mmaction - INFO - Epoch [33][1680/2505] lr: 5.000e-05, eta: 1 day, 12:21:35, time: 1.981, data_time: 0.007, memory: 8520, top1_acc: 0.6792, top5_acc: 0.8385, loss_cls: 1.4530, loss: 1.4530, grad_norm: 16.6025 2020-08-02 09:30:36,992 - mmaction - INFO - Epoch [33][1700/2505] lr: 5.000e-05, eta: 1 day, 12:20:51, time: 2.034, data_time: 0.006, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8651, loss_cls: 1.3353, loss: 1.3353, grad_norm: 16.4268 2020-08-02 09:31:17,042 - mmaction - INFO - Epoch [33][1720/2505] lr: 5.000e-05, eta: 1 day, 12:20:06, time: 2.003, data_time: 0.006, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8651, loss_cls: 1.3263, loss: 1.3263, grad_norm: 16.2058 2020-08-02 09:31:57,362 - mmaction - INFO - Epoch [33][1740/2505] lr: 5.000e-05, eta: 1 day, 12:19:21, time: 2.015, data_time: 0.007, memory: 8520, top1_acc: 0.6755, top5_acc: 0.8500, loss_cls: 1.4191, loss: 1.4191, grad_norm: 16.5647 2020-08-02 09:32:38,670 - mmaction - INFO - Epoch [33][1760/2505] lr: 5.000e-05, eta: 1 day, 12:18:40, time: 2.065, data_time: 0.008, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8573, loss_cls: 1.3734, loss: 1.3734, grad_norm: 17.2809 2020-08-02 09:33:19,338 - mmaction - INFO - Epoch [33][1780/2505] lr: 5.000e-05, eta: 1 day, 12:17:56, time: 2.034, data_time: 0.005, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8490, loss_cls: 1.4006, loss: 1.4006, grad_norm: 16.6298 2020-08-02 09:33:59,073 - mmaction - INFO - Epoch [33][1800/2505] lr: 5.000e-05, eta: 1 day, 12:17:09, time: 1.987, data_time: 0.006, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8677, loss_cls: 1.3003, loss: 1.3003, grad_norm: 15.5705 2020-08-02 09:34:41,001 - mmaction - INFO - Epoch [33][1820/2505] lr: 5.000e-05, eta: 1 day, 12:16:31, time: 2.097, data_time: 0.004, memory: 8520, top1_acc: 0.6766, top5_acc: 0.8432, loss_cls: 1.4223, loss: 1.4223, grad_norm: 16.8334 2020-08-02 09:35:21,373 - mmaction - INFO - Epoch [33][1840/2505] lr: 5.000e-05, eta: 1 day, 12:15:45, time: 2.005, data_time: 0.005, memory: 8520, top1_acc: 0.6828, top5_acc: 0.8401, loss_cls: 1.4516, loss: 1.4516, grad_norm: 16.5333 2020-08-02 09:36:01,577 - mmaction - INFO - Epoch [33][1860/2505] lr: 5.000e-05, eta: 1 day, 12:15:01, time: 2.024, data_time: 0.019, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8568, loss_cls: 1.3692, loss: 1.3692, grad_norm: 16.9882 2020-08-02 09:36:43,357 - mmaction - INFO - Epoch [33][1880/2505] lr: 5.000e-05, eta: 1 day, 12:14:21, time: 2.089, data_time: 0.006, memory: 8520, top1_acc: 0.6750, top5_acc: 0.8521, loss_cls: 1.4031, loss: 1.4031, grad_norm: 16.7974 2020-08-02 09:37:25,141 - mmaction - INFO - Epoch [33][1900/2505] lr: 5.000e-05, eta: 1 day, 12:13:42, time: 2.089, data_time: 0.008, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8568, loss_cls: 1.3245, loss: 1.3245, grad_norm: 16.2466 2020-08-02 09:38:05,896 - mmaction - INFO - Epoch [33][1920/2505] lr: 5.000e-05, eta: 1 day, 12:12:58, time: 2.023, data_time: 0.008, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8656, loss_cls: 1.3438, loss: 1.3438, grad_norm: 16.7067 2020-08-02 09:38:47,504 - mmaction - INFO - Epoch [33][1940/2505] lr: 5.000e-05, eta: 1 day, 12:12:19, time: 2.095, data_time: 0.023, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8490, loss_cls: 1.3967, loss: 1.3967, grad_norm: 16.7411 2020-08-02 09:39:29,284 - mmaction - INFO - Epoch [33][1960/2505] lr: 5.000e-05, eta: 1 day, 12:11:40, time: 2.089, data_time: 0.007, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8505, loss_cls: 1.3953, loss: 1.3953, grad_norm: 16.9810 2020-08-02 09:40:09,427 - mmaction - INFO - Epoch [33][1980/2505] lr: 5.000e-05, eta: 1 day, 12:10:55, time: 2.008, data_time: 0.007, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8568, loss_cls: 1.3884, loss: 1.3884, grad_norm: 16.6334 2020-08-02 09:40:51,718 - mmaction - INFO - Epoch [33][2000/2505] lr: 5.000e-05, eta: 1 day, 12:10:17, time: 2.109, data_time: 0.007, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8505, loss_cls: 1.3763, loss: 1.3763, grad_norm: 17.3321 2020-08-02 09:41:31,951 - mmaction - INFO - Epoch [33][2020/2505] lr: 5.000e-05, eta: 1 day, 12:09:32, time: 2.016, data_time: 0.012, memory: 8520, top1_acc: 0.6771, top5_acc: 0.8557, loss_cls: 1.3992, loss: 1.3992, grad_norm: 17.4145 2020-08-02 09:42:12,011 - mmaction - INFO - Epoch [33][2040/2505] lr: 5.000e-05, eta: 1 day, 12:08:46, time: 2.002, data_time: 0.006, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8479, loss_cls: 1.4156, loss: 1.4156, grad_norm: 16.9717 2020-08-02 09:42:51,791 - mmaction - INFO - Epoch [33][2060/2505] lr: 5.000e-05, eta: 1 day, 12:07:59, time: 1.986, data_time: 0.006, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8635, loss_cls: 1.3193, loss: 1.3193, grad_norm: 17.0859 2020-08-02 09:43:32,119 - mmaction - INFO - Epoch [33][2080/2505] lr: 5.000e-05, eta: 1 day, 12:07:14, time: 2.009, data_time: 0.008, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8516, loss_cls: 1.3740, loss: 1.3740, grad_norm: 17.0348 2020-08-02 09:44:14,047 - mmaction - INFO - Epoch [33][2100/2505] lr: 5.000e-05, eta: 1 day, 12:06:36, time: 2.108, data_time: 0.014, memory: 8520, top1_acc: 0.6786, top5_acc: 0.8458, loss_cls: 1.4421, loss: 1.4421, grad_norm: 16.9337 2020-08-02 09:44:53,720 - mmaction - INFO - Epoch [33][2120/2505] lr: 5.000e-05, eta: 1 day, 12:05:49, time: 1.978, data_time: 0.003, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8531, loss_cls: 1.3946, loss: 1.3946, grad_norm: 16.6896 2020-08-02 09:45:34,285 - mmaction - INFO - Epoch [33][2140/2505] lr: 5.000e-05, eta: 1 day, 12:05:06, time: 2.034, data_time: 0.011, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8531, loss_cls: 1.4072, loss: 1.4072, grad_norm: 17.2049 2020-08-02 09:46:14,335 - mmaction - INFO - Epoch [33][2160/2505] lr: 5.000e-05, eta: 1 day, 12:04:20, time: 1.998, data_time: 0.007, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8589, loss_cls: 1.3259, loss: 1.3259, grad_norm: 16.4336 2020-08-02 09:46:54,772 - mmaction - INFO - Epoch [33][2180/2505] lr: 5.000e-05, eta: 1 day, 12:03:36, time: 2.026, data_time: 0.010, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8484, loss_cls: 1.4072, loss: 1.4072, grad_norm: 17.3734 2020-08-02 09:47:35,434 - mmaction - INFO - Epoch [33][2200/2505] lr: 5.000e-05, eta: 1 day, 12:02:52, time: 2.033, data_time: 0.006, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8708, loss_cls: 1.3130, loss: 1.3130, grad_norm: 16.2455 2020-08-02 09:48:16,549 - mmaction - INFO - Epoch [33][2220/2505] lr: 5.000e-05, eta: 1 day, 12:02:11, time: 2.055, data_time: 0.007, memory: 8520, top1_acc: 0.6740, top5_acc: 0.8568, loss_cls: 1.3805, loss: 1.3805, grad_norm: 17.0763 2020-08-02 09:48:57,230 - mmaction - INFO - Epoch [33][2240/2505] lr: 5.000e-05, eta: 1 day, 12:01:26, time: 2.019, data_time: 0.007, memory: 8520, top1_acc: 0.6823, top5_acc: 0.8505, loss_cls: 1.4039, loss: 1.4039, grad_norm: 16.2633 2020-08-02 09:49:40,826 - mmaction - INFO - Epoch [33][2260/2505] lr: 5.000e-05, eta: 1 day, 12:00:55, time: 2.196, data_time: 0.026, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8594, loss_cls: 1.3695, loss: 1.3695, grad_norm: 16.8708 2020-08-02 09:50:21,784 - mmaction - INFO - Epoch [33][2280/2505] lr: 5.000e-05, eta: 1 day, 12:00:10, time: 2.022, data_time: 0.005, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8547, loss_cls: 1.3638, loss: 1.3638, grad_norm: 16.7866 2020-08-02 09:51:02,677 - mmaction - INFO - Epoch [33][2300/2505] lr: 5.000e-05, eta: 1 day, 11:59:30, time: 2.067, data_time: 0.033, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8536, loss_cls: 1.3703, loss: 1.3703, grad_norm: 16.4808 2020-08-02 09:51:43,659 - mmaction - INFO - Epoch [33][2320/2505] lr: 5.000e-05, eta: 1 day, 11:58:47, time: 2.038, data_time: 0.008, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8724, loss_cls: 1.3068, loss: 1.3068, grad_norm: 17.3995 2020-08-02 09:52:26,514 - mmaction - INFO - Epoch [33][2340/2505] lr: 5.000e-05, eta: 1 day, 11:58:11, time: 2.146, data_time: 0.018, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8589, loss_cls: 1.3581, loss: 1.3581, grad_norm: 16.9340 2020-08-02 09:53:06,665 - mmaction - INFO - Epoch [33][2360/2505] lr: 5.000e-05, eta: 1 day, 11:57:27, time: 2.020, data_time: 0.024, memory: 8520, top1_acc: 0.6865, top5_acc: 0.8464, loss_cls: 1.4462, loss: 1.4462, grad_norm: 17.0506 2020-08-02 09:53:46,843 - mmaction - INFO - Epoch [33][2380/2505] lr: 5.000e-05, eta: 1 day, 11:56:41, time: 1.998, data_time: 0.004, memory: 8520, top1_acc: 0.6714, top5_acc: 0.8385, loss_cls: 1.4615, loss: 1.4615, grad_norm: 16.8761 2020-08-02 09:54:27,315 - mmaction - INFO - Epoch [33][2400/2505] lr: 5.000e-05, eta: 1 day, 11:55:56, time: 2.015, data_time: 0.024, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8646, loss_cls: 1.3311, loss: 1.3311, grad_norm: 16.6329 2020-08-02 09:55:10,483 - mmaction - INFO - Epoch [33][2420/2505] lr: 5.000e-05, eta: 1 day, 11:55:24, time: 2.178, data_time: 0.035, memory: 8520, top1_acc: 0.6807, top5_acc: 0.8500, loss_cls: 1.4279, loss: 1.4279, grad_norm: 17.4746 2020-08-02 09:55:50,740 - mmaction - INFO - Epoch [33][2440/2505] lr: 5.000e-05, eta: 1 day, 11:54:39, time: 2.014, data_time: 0.008, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8542, loss_cls: 1.3572, loss: 1.3572, grad_norm: 16.5734 2020-08-02 09:56:32,394 - mmaction - INFO - Epoch [33][2460/2505] lr: 5.000e-05, eta: 1 day, 11:53:58, time: 2.070, data_time: 0.008, memory: 8520, top1_acc: 0.6641, top5_acc: 0.8380, loss_cls: 1.4578, loss: 1.4578, grad_norm: 17.0585 2020-08-02 09:57:14,698 - mmaction - INFO - Epoch [33][2480/2505] lr: 5.000e-05, eta: 1 day, 11:53:20, time: 2.111, data_time: 0.021, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8651, loss_cls: 1.3536, loss: 1.3536, grad_norm: 16.7067 2020-08-02 09:57:56,093 - mmaction - INFO - Epoch [33][2500/2505] lr: 5.000e-05, eta: 1 day, 11:52:40, time: 2.071, data_time: 0.021, memory: 8520, top1_acc: 0.6823, top5_acc: 0.8594, loss_cls: 1.3751, loss: 1.3751, grad_norm: 17.5808 2020-08-02 09:59:15,490 - mmaction - INFO - Epoch [34][20/2505] lr: 5.000e-05, eta: 1 day, 11:52:41, time: 3.323, data_time: 1.243, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8661, loss_cls: 1.3058, loss: 1.3058, grad_norm: 16.5046 2020-08-02 09:59:56,849 - mmaction - INFO - Epoch [34][40/2505] lr: 5.000e-05, eta: 1 day, 11:52:00, time: 2.067, data_time: 0.006, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8552, loss_cls: 1.3644, loss: 1.3644, grad_norm: 16.3959 2020-08-02 10:00:36,620 - mmaction - INFO - Epoch [34][60/2505] lr: 5.000e-05, eta: 1 day, 11:51:14, time: 1.989, data_time: 0.007, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8583, loss_cls: 1.3676, loss: 1.3676, grad_norm: 17.3630 2020-08-02 10:01:15,072 - mmaction - INFO - Epoch [34][80/2505] lr: 5.000e-05, eta: 1 day, 11:50:23, time: 1.924, data_time: 0.006, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8641, loss_cls: 1.2621, loss: 1.2621, grad_norm: 15.8768 2020-08-02 10:01:53,256 - mmaction - INFO - Epoch [34][100/2505] lr: 5.000e-05, eta: 1 day, 11:49:30, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8708, loss_cls: 1.2857, loss: 1.2857, grad_norm: 16.6245 2020-08-02 10:02:31,374 - mmaction - INFO - Epoch [34][120/2505] lr: 5.000e-05, eta: 1 day, 11:48:38, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8745, loss_cls: 1.3116, loss: 1.3116, grad_norm: 17.1181 2020-08-02 10:03:09,777 - mmaction - INFO - Epoch [34][140/2505] lr: 5.000e-05, eta: 1 day, 11:47:47, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8531, loss_cls: 1.3958, loss: 1.3958, grad_norm: 17.0300 2020-08-02 10:03:47,966 - mmaction - INFO - Epoch [34][160/2505] lr: 5.000e-05, eta: 1 day, 11:46:55, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8490, loss_cls: 1.3840, loss: 1.3840, grad_norm: 16.2186 2020-08-02 10:04:26,201 - mmaction - INFO - Epoch [34][180/2505] lr: 5.000e-05, eta: 1 day, 11:46:03, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8594, loss_cls: 1.3765, loss: 1.3765, grad_norm: 17.2754 2020-08-02 10:05:04,796 - mmaction - INFO - Epoch [34][200/2505] lr: 5.000e-05, eta: 1 day, 11:45:12, time: 1.930, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8677, loss_cls: 1.3550, loss: 1.3550, grad_norm: 16.7024 2020-08-02 10:05:42,931 - mmaction - INFO - Epoch [34][220/2505] lr: 5.000e-05, eta: 1 day, 11:44:20, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6776, top5_acc: 0.8453, loss_cls: 1.4119, loss: 1.4119, grad_norm: 17.0335 2020-08-02 10:06:21,196 - mmaction - INFO - Epoch [34][240/2505] lr: 5.000e-05, eta: 1 day, 11:43:29, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8620, loss_cls: 1.3311, loss: 1.3311, grad_norm: 16.5174 2020-08-02 10:06:59,403 - mmaction - INFO - Epoch [34][260/2505] lr: 5.000e-05, eta: 1 day, 11:42:37, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8510, loss_cls: 1.4051, loss: 1.4051, grad_norm: 17.1233 2020-08-02 10:07:37,617 - mmaction - INFO - Epoch [34][280/2505] lr: 5.000e-05, eta: 1 day, 11:41:45, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3579, loss: 1.3579, grad_norm: 16.9801 2020-08-02 10:08:15,842 - mmaction - INFO - Epoch [34][300/2505] lr: 5.000e-05, eta: 1 day, 11:40:53, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8620, loss_cls: 1.3449, loss: 1.3449, grad_norm: 17.0680 2020-08-02 10:08:54,031 - mmaction - INFO - Epoch [34][320/2505] lr: 5.000e-05, eta: 1 day, 11:40:01, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8552, loss_cls: 1.3562, loss: 1.3562, grad_norm: 17.2554 2020-08-02 10:09:31,926 - mmaction - INFO - Epoch [34][340/2505] lr: 5.000e-05, eta: 1 day, 11:39:09, time: 1.896, data_time: 0.002, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8729, loss_cls: 1.2772, loss: 1.2772, grad_norm: 16.6352 2020-08-02 10:10:09,811 - mmaction - INFO - Epoch [34][360/2505] lr: 5.000e-05, eta: 1 day, 11:38:16, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8547, loss_cls: 1.3365, loss: 1.3365, grad_norm: 16.5543 2020-08-02 10:10:47,861 - mmaction - INFO - Epoch [34][380/2505] lr: 5.000e-05, eta: 1 day, 11:37:24, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8557, loss_cls: 1.3479, loss: 1.3479, grad_norm: 17.1203 2020-08-02 10:11:25,947 - mmaction - INFO - Epoch [34][400/2505] lr: 5.000e-05, eta: 1 day, 11:36:32, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8599, loss_cls: 1.3219, loss: 1.3219, grad_norm: 16.7365 2020-08-02 10:12:04,052 - mmaction - INFO - Epoch [34][420/2505] lr: 5.000e-05, eta: 1 day, 11:35:40, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8495, loss_cls: 1.3676, loss: 1.3676, grad_norm: 16.9067 2020-08-02 10:12:42,393 - mmaction - INFO - Epoch [34][440/2505] lr: 5.000e-05, eta: 1 day, 11:34:49, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8547, loss_cls: 1.3606, loss: 1.3606, grad_norm: 17.0833 2020-08-02 10:13:20,439 - mmaction - INFO - Epoch [34][460/2505] lr: 5.000e-05, eta: 1 day, 11:33:57, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8573, loss_cls: 1.3492, loss: 1.3492, grad_norm: 16.7290 2020-08-02 10:13:58,409 - mmaction - INFO - Epoch [34][480/2505] lr: 5.000e-05, eta: 1 day, 11:33:04, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8635, loss_cls: 1.3580, loss: 1.3580, grad_norm: 16.8862 2020-08-02 10:14:36,772 - mmaction - INFO - Epoch [34][500/2505] lr: 5.000e-05, eta: 1 day, 11:32:13, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8724, loss_cls: 1.3118, loss: 1.3118, grad_norm: 16.0954 2020-08-02 10:15:15,027 - mmaction - INFO - Epoch [34][520/2505] lr: 5.000e-05, eta: 1 day, 11:31:22, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8734, loss_cls: 1.3083, loss: 1.3083, grad_norm: 17.2031 2020-08-02 10:15:53,237 - mmaction - INFO - Epoch [34][540/2505] lr: 5.000e-05, eta: 1 day, 11:30:31, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8635, loss_cls: 1.2899, loss: 1.2899, grad_norm: 16.2974 2020-08-02 10:16:31,384 - mmaction - INFO - Epoch [34][560/2505] lr: 5.000e-05, eta: 1 day, 11:29:39, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8542, loss_cls: 1.3281, loss: 1.3281, grad_norm: 16.7524 2020-08-02 10:17:09,621 - mmaction - INFO - Epoch [34][580/2505] lr: 5.000e-05, eta: 1 day, 11:28:48, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8651, loss_cls: 1.3146, loss: 1.3146, grad_norm: 17.1884 2020-08-02 10:17:47,680 - mmaction - INFO - Epoch [34][600/2505] lr: 5.000e-05, eta: 1 day, 11:27:56, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8563, loss_cls: 1.3475, loss: 1.3475, grad_norm: 16.6992 2020-08-02 10:18:25,741 - mmaction - INFO - Epoch [34][620/2505] lr: 5.000e-05, eta: 1 day, 11:27:04, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8760, loss_cls: 1.2997, loss: 1.2997, grad_norm: 16.2262 2020-08-02 10:19:04,051 - mmaction - INFO - Epoch [34][640/2505] lr: 5.000e-05, eta: 1 day, 11:26:13, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8615, loss_cls: 1.3064, loss: 1.3064, grad_norm: 16.3069 2020-08-02 10:19:42,463 - mmaction - INFO - Epoch [34][660/2505] lr: 5.000e-05, eta: 1 day, 11:25:23, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.6760, top5_acc: 0.8583, loss_cls: 1.3968, loss: 1.3968, grad_norm: 16.7320 2020-08-02 10:20:20,713 - mmaction - INFO - Epoch [34][680/2505] lr: 5.000e-05, eta: 1 day, 11:24:32, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8609, loss_cls: 1.3375, loss: 1.3375, grad_norm: 16.7807 2020-08-02 10:20:58,654 - mmaction - INFO - Epoch [34][700/2505] lr: 5.000e-05, eta: 1 day, 11:23:40, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2928, loss: 1.2928, grad_norm: 16.4969 2020-08-02 10:21:36,867 - mmaction - INFO - Epoch [34][720/2505] lr: 5.000e-05, eta: 1 day, 11:22:49, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8661, loss_cls: 1.2972, loss: 1.2972, grad_norm: 16.9305 2020-08-02 10:22:14,921 - mmaction - INFO - Epoch [34][740/2505] lr: 5.000e-05, eta: 1 day, 11:21:57, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8698, loss_cls: 1.2572, loss: 1.2572, grad_norm: 16.4598 2020-08-02 10:22:52,921 - mmaction - INFO - Epoch [34][760/2505] lr: 5.000e-05, eta: 1 day, 11:21:05, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8714, loss_cls: 1.3211, loss: 1.3211, grad_norm: 16.9215 2020-08-02 10:23:31,188 - mmaction - INFO - Epoch [34][780/2505] lr: 5.000e-05, eta: 1 day, 11:20:14, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8526, loss_cls: 1.3355, loss: 1.3355, grad_norm: 16.1229 2020-08-02 10:24:09,485 - mmaction - INFO - Epoch [34][800/2505] lr: 5.000e-05, eta: 1 day, 11:19:24, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8589, loss_cls: 1.3715, loss: 1.3715, grad_norm: 17.0407 2020-08-02 10:24:47,663 - mmaction - INFO - Epoch [34][820/2505] lr: 5.000e-05, eta: 1 day, 11:18:32, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8589, loss_cls: 1.3403, loss: 1.3403, grad_norm: 16.8129 2020-08-02 10:25:25,831 - mmaction - INFO - Epoch [34][840/2505] lr: 5.000e-05, eta: 1 day, 11:17:41, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8719, loss_cls: 1.2806, loss: 1.2806, grad_norm: 16.2416 2020-08-02 10:26:03,958 - mmaction - INFO - Epoch [34][860/2505] lr: 5.000e-05, eta: 1 day, 11:16:50, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6714, top5_acc: 0.8521, loss_cls: 1.3976, loss: 1.3976, grad_norm: 17.1088 2020-08-02 10:26:42,099 - mmaction - INFO - Epoch [34][880/2505] lr: 5.000e-05, eta: 1 day, 11:15:59, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6776, top5_acc: 0.8432, loss_cls: 1.4288, loss: 1.4288, grad_norm: 16.8261 2020-08-02 10:27:20,022 - mmaction - INFO - Epoch [34][900/2505] lr: 5.000e-05, eta: 1 day, 11:15:07, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6818, top5_acc: 0.8594, loss_cls: 1.3887, loss: 1.3887, grad_norm: 17.3701 2020-08-02 10:27:58,065 - mmaction - INFO - Epoch [34][920/2505] lr: 5.000e-05, eta: 1 day, 11:14:16, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6807, top5_acc: 0.8531, loss_cls: 1.3659, loss: 1.3659, grad_norm: 17.0703 2020-08-02 10:28:35,990 - mmaction - INFO - Epoch [34][940/2505] lr: 5.000e-05, eta: 1 day, 11:13:24, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8604, loss_cls: 1.3357, loss: 1.3357, grad_norm: 17.2151 2020-08-02 10:29:14,345 - mmaction - INFO - Epoch [34][960/2505] lr: 5.000e-05, eta: 1 day, 11:12:34, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8557, loss_cls: 1.4061, loss: 1.4061, grad_norm: 16.5828 2020-08-02 10:29:52,237 - mmaction - INFO - Epoch [34][980/2505] lr: 5.000e-05, eta: 1 day, 11:11:42, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8573, loss_cls: 1.3367, loss: 1.3367, grad_norm: 16.9385 2020-08-02 10:30:30,402 - mmaction - INFO - Epoch [34][1000/2505] lr: 5.000e-05, eta: 1 day, 11:10:51, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8703, loss_cls: 1.2629, loss: 1.2629, grad_norm: 16.4239 2020-08-02 10:31:08,465 - mmaction - INFO - Epoch [34][1020/2505] lr: 5.000e-05, eta: 1 day, 11:10:00, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8635, loss_cls: 1.3237, loss: 1.3237, grad_norm: 16.6554 2020-08-02 10:31:46,699 - mmaction - INFO - Epoch [34][1040/2505] lr: 5.000e-05, eta: 1 day, 11:09:09, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8542, loss_cls: 1.3607, loss: 1.3607, grad_norm: 16.7877 2020-08-02 10:32:25,074 - mmaction - INFO - Epoch [34][1060/2505] lr: 5.000e-05, eta: 1 day, 11:08:19, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8573, loss_cls: 1.3991, loss: 1.3991, grad_norm: 17.0146 2020-08-02 10:33:03,258 - mmaction - INFO - Epoch [34][1080/2505] lr: 5.000e-05, eta: 1 day, 11:07:28, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8464, loss_cls: 1.4376, loss: 1.4376, grad_norm: 16.9373 2020-08-02 10:33:41,540 - mmaction - INFO - Epoch [34][1100/2505] lr: 5.000e-05, eta: 1 day, 11:06:38, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8448, loss_cls: 1.4146, loss: 1.4146, grad_norm: 17.3514 2020-08-02 10:34:19,682 - mmaction - INFO - Epoch [34][1120/2505] lr: 5.000e-05, eta: 1 day, 11:05:47, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.3077, loss: 1.3077, grad_norm: 16.1406 2020-08-02 10:34:57,878 - mmaction - INFO - Epoch [34][1140/2505] lr: 5.000e-05, eta: 1 day, 11:04:56, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.3688, loss: 1.3688, grad_norm: 16.6708 2020-08-02 10:35:36,039 - mmaction - INFO - Epoch [34][1160/2505] lr: 5.000e-05, eta: 1 day, 11:04:06, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8620, loss_cls: 1.3051, loss: 1.3051, grad_norm: 16.6439 2020-08-02 10:36:14,145 - mmaction - INFO - Epoch [34][1180/2505] lr: 5.000e-05, eta: 1 day, 11:03:15, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8641, loss_cls: 1.3709, loss: 1.3709, grad_norm: 16.5591 2020-08-02 10:36:52,586 - mmaction - INFO - Epoch [34][1200/2505] lr: 5.000e-05, eta: 1 day, 11:02:25, time: 1.922, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8510, loss_cls: 1.3952, loss: 1.3952, grad_norm: 17.0200 2020-08-02 10:37:30,851 - mmaction - INFO - Epoch [34][1220/2505] lr: 5.000e-05, eta: 1 day, 11:01:35, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8635, loss_cls: 1.3584, loss: 1.3584, grad_norm: 16.9914 2020-08-02 10:38:09,069 - mmaction - INFO - Epoch [34][1240/2505] lr: 5.000e-05, eta: 1 day, 11:00:45, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8599, loss_cls: 1.3603, loss: 1.3603, grad_norm: 16.8276 2020-08-02 10:38:47,286 - mmaction - INFO - Epoch [34][1260/2505] lr: 5.000e-05, eta: 1 day, 10:59:54, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3815, loss: 1.3815, grad_norm: 16.7168 2020-08-02 10:39:25,544 - mmaction - INFO - Epoch [34][1280/2505] lr: 5.000e-05, eta: 1 day, 10:59:04, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8630, loss_cls: 1.3195, loss: 1.3195, grad_norm: 16.1712 2020-08-02 10:40:03,858 - mmaction - INFO - Epoch [34][1300/2505] lr: 5.000e-05, eta: 1 day, 10:58:14, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8484, loss_cls: 1.4151, loss: 1.4151, grad_norm: 17.0654 2020-08-02 10:40:42,116 - mmaction - INFO - Epoch [34][1320/2505] lr: 5.000e-05, eta: 1 day, 10:57:24, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6760, top5_acc: 0.8552, loss_cls: 1.4081, loss: 1.4081, grad_norm: 17.5797 2020-08-02 10:41:20,266 - mmaction - INFO - Epoch [34][1340/2505] lr: 5.000e-05, eta: 1 day, 10:56:33, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6781, top5_acc: 0.8630, loss_cls: 1.3508, loss: 1.3508, grad_norm: 17.5479 2020-08-02 10:41:58,264 - mmaction - INFO - Epoch [34][1360/2505] lr: 5.000e-05, eta: 1 day, 10:55:42, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6786, top5_acc: 0.8568, loss_cls: 1.3915, loss: 1.3915, grad_norm: 17.4009 2020-08-02 10:42:36,423 - mmaction - INFO - Epoch [34][1380/2505] lr: 5.000e-05, eta: 1 day, 10:54:52, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8552, loss_cls: 1.3956, loss: 1.3956, grad_norm: 16.9788 2020-08-02 10:43:14,535 - mmaction - INFO - Epoch [34][1400/2505] lr: 5.000e-05, eta: 1 day, 10:54:01, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3720, loss: 1.3720, grad_norm: 17.5168 2020-08-02 10:43:52,662 - mmaction - INFO - Epoch [34][1420/2505] lr: 5.000e-05, eta: 1 day, 10:53:11, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.3755, loss: 1.3755, grad_norm: 17.1802 2020-08-02 10:44:30,515 - mmaction - INFO - Epoch [34][1440/2505] lr: 5.000e-05, eta: 1 day, 10:52:20, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3991, loss: 1.3991, grad_norm: 17.0026 2020-08-02 10:45:08,558 - mmaction - INFO - Epoch [34][1460/2505] lr: 5.000e-05, eta: 1 day, 10:51:29, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8625, loss_cls: 1.3142, loss: 1.3142, grad_norm: 16.6605 2020-08-02 10:45:46,583 - mmaction - INFO - Epoch [34][1480/2505] lr: 5.000e-05, eta: 1 day, 10:50:38, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8625, loss_cls: 1.3079, loss: 1.3079, grad_norm: 16.8279 2020-08-02 10:46:24,536 - mmaction - INFO - Epoch [34][1500/2505] lr: 5.000e-05, eta: 1 day, 10:49:47, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6750, top5_acc: 0.8521, loss_cls: 1.4438, loss: 1.4438, grad_norm: 17.6517 2020-08-02 10:47:02,524 - mmaction - INFO - Epoch [34][1520/2505] lr: 5.000e-05, eta: 1 day, 10:48:57, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6771, top5_acc: 0.8500, loss_cls: 1.4185, loss: 1.4185, grad_norm: 17.4087 2020-08-02 10:47:40,568 - mmaction - INFO - Epoch [34][1540/2505] lr: 5.000e-05, eta: 1 day, 10:48:06, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8557, loss_cls: 1.3855, loss: 1.3855, grad_norm: 17.1007 2020-08-02 10:48:18,825 - mmaction - INFO - Epoch [34][1560/2505] lr: 5.000e-05, eta: 1 day, 10:47:16, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6828, top5_acc: 0.8568, loss_cls: 1.3621, loss: 1.3621, grad_norm: 17.0169 2020-08-02 10:48:57,040 - mmaction - INFO - Epoch [34][1580/2505] lr: 5.000e-05, eta: 1 day, 10:46:26, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6807, top5_acc: 0.8516, loss_cls: 1.3743, loss: 1.3743, grad_norm: 16.6041 2020-08-02 10:49:35,150 - mmaction - INFO - Epoch [34][1600/2505] lr: 5.000e-05, eta: 1 day, 10:45:36, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6833, top5_acc: 0.8573, loss_cls: 1.3970, loss: 1.3970, grad_norm: 17.0532 2020-08-02 10:50:13,107 - mmaction - INFO - Epoch [34][1620/2505] lr: 5.000e-05, eta: 1 day, 10:44:45, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.3140, loss: 1.3140, grad_norm: 16.5683 2020-08-02 10:50:51,228 - mmaction - INFO - Epoch [34][1640/2505] lr: 5.000e-05, eta: 1 day, 10:43:55, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8542, loss_cls: 1.3614, loss: 1.3614, grad_norm: 17.9990 2020-08-02 10:51:29,351 - mmaction - INFO - Epoch [34][1660/2505] lr: 5.000e-05, eta: 1 day, 10:43:05, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8589, loss_cls: 1.3598, loss: 1.3598, grad_norm: 16.6132 2020-08-02 10:52:07,331 - mmaction - INFO - Epoch [34][1680/2505] lr: 5.000e-05, eta: 1 day, 10:42:14, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8667, loss_cls: 1.3100, loss: 1.3100, grad_norm: 16.8530 2020-08-02 10:52:45,364 - mmaction - INFO - Epoch [34][1700/2505] lr: 5.000e-05, eta: 1 day, 10:41:24, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8547, loss_cls: 1.3544, loss: 1.3544, grad_norm: 16.3588 2020-08-02 10:53:23,529 - mmaction - INFO - Epoch [34][1720/2505] lr: 5.000e-05, eta: 1 day, 10:40:34, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6708, top5_acc: 0.8521, loss_cls: 1.4079, loss: 1.4079, grad_norm: 17.1380 2020-08-02 10:54:01,684 - mmaction - INFO - Epoch [34][1740/2505] lr: 5.000e-05, eta: 1 day, 10:39:44, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8531, loss_cls: 1.3864, loss: 1.3864, grad_norm: 17.2435 2020-08-02 10:54:39,844 - mmaction - INFO - Epoch [34][1760/2505] lr: 5.000e-05, eta: 1 day, 10:38:54, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8531, loss_cls: 1.3558, loss: 1.3558, grad_norm: 17.0764 2020-08-02 10:55:17,903 - mmaction - INFO - Epoch [34][1780/2505] lr: 5.000e-05, eta: 1 day, 10:38:04, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3518, loss: 1.3518, grad_norm: 17.0688 2020-08-02 10:55:56,279 - mmaction - INFO - Epoch [34][1800/2505] lr: 5.000e-05, eta: 1 day, 10:37:15, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8411, loss_cls: 1.4063, loss: 1.4063, grad_norm: 16.5611 2020-08-02 10:56:34,475 - mmaction - INFO - Epoch [34][1820/2505] lr: 5.000e-05, eta: 1 day, 10:36:25, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8646, loss_cls: 1.2938, loss: 1.2938, grad_norm: 16.5087 2020-08-02 10:57:12,405 - mmaction - INFO - Epoch [34][1840/2505] lr: 5.000e-05, eta: 1 day, 10:35:34, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8620, loss_cls: 1.3074, loss: 1.3074, grad_norm: 16.2116 2020-08-02 10:57:50,259 - mmaction - INFO - Epoch [34][1860/2505] lr: 5.000e-05, eta: 1 day, 10:34:44, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.3214, loss: 1.3214, grad_norm: 17.1280 2020-08-02 10:58:28,391 - mmaction - INFO - Epoch [34][1880/2505] lr: 5.000e-05, eta: 1 day, 10:33:54, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6755, top5_acc: 0.8484, loss_cls: 1.4497, loss: 1.4497, grad_norm: 17.1554 2020-08-02 10:59:06,408 - mmaction - INFO - Epoch [34][1900/2505] lr: 5.000e-05, eta: 1 day, 10:33:04, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8630, loss_cls: 1.2897, loss: 1.2897, grad_norm: 17.0146 2020-08-02 10:59:44,658 - mmaction - INFO - Epoch [34][1920/2505] lr: 5.000e-05, eta: 1 day, 10:32:14, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8563, loss_cls: 1.3462, loss: 1.3462, grad_norm: 16.5035 2020-08-02 11:00:25,168 - mmaction - INFO - Epoch [34][1940/2505] lr: 5.000e-05, eta: 1 day, 10:31:32, time: 2.025, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8719, loss_cls: 1.2949, loss: 1.2949, grad_norm: 16.8224 2020-08-02 11:01:03,248 - mmaction - INFO - Epoch [34][1960/2505] lr: 5.000e-05, eta: 1 day, 10:30:42, time: 1.905, data_time: 0.006, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8625, loss_cls: 1.3291, loss: 1.3291, grad_norm: 16.3955 2020-08-02 11:01:41,253 - mmaction - INFO - Epoch [34][1980/2505] lr: 5.000e-05, eta: 1 day, 10:29:52, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8599, loss_cls: 1.3458, loss: 1.3458, grad_norm: 16.8586 2020-08-02 11:02:19,117 - mmaction - INFO - Epoch [34][2000/2505] lr: 5.000e-05, eta: 1 day, 10:29:01, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8552, loss_cls: 1.3736, loss: 1.3736, grad_norm: 16.9903 2020-08-02 11:02:57,048 - mmaction - INFO - Epoch [34][2020/2505] lr: 5.000e-05, eta: 1 day, 10:28:11, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8661, loss_cls: 1.2907, loss: 1.2907, grad_norm: 16.2361 2020-08-02 11:03:35,033 - mmaction - INFO - Epoch [34][2040/2505] lr: 5.000e-05, eta: 1 day, 10:27:21, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6833, top5_acc: 0.8531, loss_cls: 1.3826, loss: 1.3826, grad_norm: 16.2950 2020-08-02 11:04:13,180 - mmaction - INFO - Epoch [34][2060/2505] lr: 5.000e-05, eta: 1 day, 10:26:31, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6833, top5_acc: 0.8464, loss_cls: 1.4400, loss: 1.4400, grad_norm: 17.0755 2020-08-02 11:04:51,409 - mmaction - INFO - Epoch [34][2080/2505] lr: 5.000e-05, eta: 1 day, 10:25:42, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6833, top5_acc: 0.8568, loss_cls: 1.3790, loss: 1.3790, grad_norm: 17.3484 2020-08-02 11:05:29,629 - mmaction - INFO - Epoch [34][2100/2505] lr: 5.000e-05, eta: 1 day, 10:24:52, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8458, loss_cls: 1.3993, loss: 1.3993, grad_norm: 16.9390 2020-08-02 11:06:07,659 - mmaction - INFO - Epoch [34][2120/2505] lr: 5.000e-05, eta: 1 day, 10:24:02, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8604, loss_cls: 1.3737, loss: 1.3737, grad_norm: 16.6686 2020-08-02 11:06:45,708 - mmaction - INFO - Epoch [34][2140/2505] lr: 5.000e-05, eta: 1 day, 10:23:13, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8552, loss_cls: 1.3435, loss: 1.3435, grad_norm: 16.7715 2020-08-02 11:07:23,956 - mmaction - INFO - Epoch [34][2160/2505] lr: 5.000e-05, eta: 1 day, 10:22:23, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6766, top5_acc: 0.8474, loss_cls: 1.4267, loss: 1.4267, grad_norm: 18.0862 2020-08-02 11:08:01,787 - mmaction - INFO - Epoch [34][2180/2505] lr: 5.000e-05, eta: 1 day, 10:21:33, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6865, top5_acc: 0.8380, loss_cls: 1.4383, loss: 1.4383, grad_norm: 16.6524 2020-08-02 11:08:39,909 - mmaction - INFO - Epoch [34][2200/2505] lr: 5.000e-05, eta: 1 day, 10:20:44, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8521, loss_cls: 1.3934, loss: 1.3934, grad_norm: 17.2773 2020-08-02 11:09:18,032 - mmaction - INFO - Epoch [34][2220/2505] lr: 5.000e-05, eta: 1 day, 10:19:54, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8583, loss_cls: 1.3904, loss: 1.3904, grad_norm: 16.6137 2020-08-02 11:09:56,100 - mmaction - INFO - Epoch [34][2240/2505] lr: 5.000e-05, eta: 1 day, 10:19:04, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8568, loss_cls: 1.3357, loss: 1.3357, grad_norm: 16.6649 2020-08-02 11:10:34,245 - mmaction - INFO - Epoch [34][2260/2505] lr: 5.000e-05, eta: 1 day, 10:18:15, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8672, loss_cls: 1.2880, loss: 1.2880, grad_norm: 16.7523 2020-08-02 11:11:12,358 - mmaction - INFO - Epoch [34][2280/2505] lr: 5.000e-05, eta: 1 day, 10:17:26, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8594, loss_cls: 1.3480, loss: 1.3480, grad_norm: 15.8422 2020-08-02 11:11:50,413 - mmaction - INFO - Epoch [34][2300/2505] lr: 5.000e-05, eta: 1 day, 10:16:36, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8531, loss_cls: 1.2969, loss: 1.2969, grad_norm: 16.3666 2020-08-02 11:12:28,555 - mmaction - INFO - Epoch [34][2320/2505] lr: 5.000e-05, eta: 1 day, 10:15:47, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8583, loss_cls: 1.3351, loss: 1.3351, grad_norm: 17.2247 2020-08-02 11:13:06,693 - mmaction - INFO - Epoch [34][2340/2505] lr: 5.000e-05, eta: 1 day, 10:14:57, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8708, loss_cls: 1.3354, loss: 1.3354, grad_norm: 17.2874 2020-08-02 11:13:44,976 - mmaction - INFO - Epoch [34][2360/2505] lr: 5.000e-05, eta: 1 day, 10:14:08, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8583, loss_cls: 1.4064, loss: 1.4064, grad_norm: 17.4500 2020-08-02 11:14:23,158 - mmaction - INFO - Epoch [34][2380/2505] lr: 5.000e-05, eta: 1 day, 10:13:19, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8469, loss_cls: 1.3844, loss: 1.3844, grad_norm: 17.1671 2020-08-02 11:15:01,199 - mmaction - INFO - Epoch [34][2400/2505] lr: 5.000e-05, eta: 1 day, 10:12:30, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8620, loss_cls: 1.3004, loss: 1.3004, grad_norm: 16.8504 2020-08-02 11:15:39,382 - mmaction - INFO - Epoch [34][2420/2505] lr: 5.000e-05, eta: 1 day, 10:11:41, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8714, loss_cls: 1.2802, loss: 1.2802, grad_norm: 16.6649 2020-08-02 11:16:17,613 - mmaction - INFO - Epoch [34][2440/2505] lr: 5.000e-05, eta: 1 day, 10:10:52, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8615, loss_cls: 1.3431, loss: 1.3431, grad_norm: 17.1681 2020-08-02 11:16:55,699 - mmaction - INFO - Epoch [34][2460/2505] lr: 5.000e-05, eta: 1 day, 10:10:02, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8635, loss_cls: 1.3286, loss: 1.3286, grad_norm: 16.7715 2020-08-02 11:17:33,870 - mmaction - INFO - Epoch [34][2480/2505] lr: 5.000e-05, eta: 1 day, 10:09:13, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8682, loss_cls: 1.3387, loss: 1.3387, grad_norm: 17.6867 2020-08-02 11:18:12,044 - mmaction - INFO - Epoch [34][2500/2505] lr: 5.000e-05, eta: 1 day, 10:08:24, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8609, loss_cls: 1.3460, loss: 1.3460, grad_norm: 17.1726 2020-08-02 11:18:24,233 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-08-02 11:19:30,841 - mmaction - INFO - Epoch [35][20/2505] lr: 5.000e-05, eta: 1 day, 10:08:18, time: 3.308, data_time: 1.369, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8734, loss_cls: 1.2884, loss: 1.2884, grad_norm: 16.7381 2020-08-02 11:20:09,988 - mmaction - INFO - Epoch [35][40/2505] lr: 5.000e-05, eta: 1 day, 10:07:32, time: 1.957, data_time: 0.013, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8641, loss_cls: 1.3385, loss: 1.3385, grad_norm: 16.4688 2020-08-02 11:20:48,446 - mmaction - INFO - Epoch [35][60/2505] lr: 5.000e-05, eta: 1 day, 10:06:44, time: 1.923, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8693, loss_cls: 1.2964, loss: 1.2964, grad_norm: 16.4785 2020-08-02 11:21:26,754 - mmaction - INFO - Epoch [35][80/2505] lr: 5.000e-05, eta: 1 day, 10:05:55, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8500, loss_cls: 1.4077, loss: 1.4077, grad_norm: 17.3978 2020-08-02 11:22:05,011 - mmaction - INFO - Epoch [35][100/2505] lr: 5.000e-05, eta: 1 day, 10:05:07, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6698, top5_acc: 0.8516, loss_cls: 1.4293, loss: 1.4293, grad_norm: 17.7242 2020-08-02 11:22:43,110 - mmaction - INFO - Epoch [35][120/2505] lr: 5.000e-05, eta: 1 day, 10:04:18, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8677, loss_cls: 1.3433, loss: 1.3433, grad_norm: 17.3183 2020-08-02 11:23:21,196 - mmaction - INFO - Epoch [35][140/2505] lr: 5.000e-05, eta: 1 day, 10:03:28, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6760, top5_acc: 0.8479, loss_cls: 1.4085, loss: 1.4085, grad_norm: 16.6609 2020-08-02 11:23:59,177 - mmaction - INFO - Epoch [35][160/2505] lr: 5.000e-05, eta: 1 day, 10:02:39, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8531, loss_cls: 1.3839, loss: 1.3839, grad_norm: 17.0106 2020-08-02 11:24:37,380 - mmaction - INFO - Epoch [35][180/2505] lr: 5.000e-05, eta: 1 day, 10:01:50, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6786, top5_acc: 0.8505, loss_cls: 1.4005, loss: 1.4005, grad_norm: 17.1889 2020-08-02 11:25:15,430 - mmaction - INFO - Epoch [35][200/2505] lr: 5.000e-05, eta: 1 day, 10:01:01, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.3551, loss: 1.3551, grad_norm: 17.1877 2020-08-02 11:25:53,315 - mmaction - INFO - Epoch [35][220/2505] lr: 5.000e-05, eta: 1 day, 10:00:11, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8557, loss_cls: 1.3425, loss: 1.3425, grad_norm: 17.1836 2020-08-02 11:26:31,145 - mmaction - INFO - Epoch [35][240/2505] lr: 5.000e-05, eta: 1 day, 9:59:21, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8615, loss_cls: 1.3080, loss: 1.3080, grad_norm: 16.9818 2020-08-02 11:27:09,292 - mmaction - INFO - Epoch [35][260/2505] lr: 5.000e-05, eta: 1 day, 9:58:32, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8557, loss_cls: 1.3431, loss: 1.3431, grad_norm: 17.0806 2020-08-02 11:27:47,506 - mmaction - INFO - Epoch [35][280/2505] lr: 5.000e-05, eta: 1 day, 9:57:44, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8589, loss_cls: 1.3540, loss: 1.3540, grad_norm: 16.8979 2020-08-02 11:28:25,723 - mmaction - INFO - Epoch [35][300/2505] lr: 5.000e-05, eta: 1 day, 9:56:55, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8479, loss_cls: 1.3869, loss: 1.3869, grad_norm: 17.1925 2020-08-02 11:29:03,802 - mmaction - INFO - Epoch [35][320/2505] lr: 5.000e-05, eta: 1 day, 9:56:06, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8563, loss_cls: 1.3705, loss: 1.3705, grad_norm: 16.8009 2020-08-02 11:29:42,134 - mmaction - INFO - Epoch [35][340/2505] lr: 5.000e-05, eta: 1 day, 9:55:18, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.2934, loss: 1.2934, grad_norm: 16.7318 2020-08-02 11:30:20,189 - mmaction - INFO - Epoch [35][360/2505] lr: 5.000e-05, eta: 1 day, 9:54:29, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8568, loss_cls: 1.3717, loss: 1.3717, grad_norm: 17.3896 2020-08-02 11:30:58,261 - mmaction - INFO - Epoch [35][380/2505] lr: 5.000e-05, eta: 1 day, 9:53:40, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8609, loss_cls: 1.3551, loss: 1.3551, grad_norm: 17.2867 2020-08-02 11:31:36,365 - mmaction - INFO - Epoch [35][400/2505] lr: 5.000e-05, eta: 1 day, 9:52:51, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8594, loss_cls: 1.3487, loss: 1.3487, grad_norm: 17.0433 2020-08-02 11:32:14,297 - mmaction - INFO - Epoch [35][420/2505] lr: 5.000e-05, eta: 1 day, 9:52:01, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8740, loss_cls: 1.2637, loss: 1.2637, grad_norm: 16.6249 2020-08-02 11:32:52,488 - mmaction - INFO - Epoch [35][440/2505] lr: 5.000e-05, eta: 1 day, 9:51:13, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8651, loss_cls: 1.3653, loss: 1.3653, grad_norm: 17.1730 2020-08-02 11:33:30,450 - mmaction - INFO - Epoch [35][460/2505] lr: 5.000e-05, eta: 1 day, 9:50:24, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6760, top5_acc: 0.8542, loss_cls: 1.4196, loss: 1.4196, grad_norm: 17.6372 2020-08-02 11:34:08,519 - mmaction - INFO - Epoch [35][480/2505] lr: 5.000e-05, eta: 1 day, 9:49:35, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6823, top5_acc: 0.8521, loss_cls: 1.3952, loss: 1.3952, grad_norm: 16.9567 2020-08-02 11:34:46,636 - mmaction - INFO - Epoch [35][500/2505] lr: 5.000e-05, eta: 1 day, 9:48:46, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8661, loss_cls: 1.3350, loss: 1.3350, grad_norm: 16.8637 2020-08-02 11:35:24,767 - mmaction - INFO - Epoch [35][520/2505] lr: 5.000e-05, eta: 1 day, 9:47:57, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8620, loss_cls: 1.3154, loss: 1.3154, grad_norm: 16.2166 2020-08-02 11:36:02,938 - mmaction - INFO - Epoch [35][540/2505] lr: 5.000e-05, eta: 1 day, 9:47:09, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8552, loss_cls: 1.3000, loss: 1.3000, grad_norm: 16.2325 2020-08-02 11:36:41,085 - mmaction - INFO - Epoch [35][560/2505] lr: 5.000e-05, eta: 1 day, 9:46:20, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8604, loss_cls: 1.3320, loss: 1.3320, grad_norm: 17.0954 2020-08-02 11:37:19,032 - mmaction - INFO - Epoch [35][580/2505] lr: 5.000e-05, eta: 1 day, 9:45:31, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8635, loss_cls: 1.3298, loss: 1.3298, grad_norm: 16.1828 2020-08-02 11:37:57,121 - mmaction - INFO - Epoch [35][600/2505] lr: 5.000e-05, eta: 1 day, 9:44:42, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8641, loss_cls: 1.3449, loss: 1.3449, grad_norm: 16.8080 2020-08-02 11:38:35,292 - mmaction - INFO - Epoch [35][620/2505] lr: 5.000e-05, eta: 1 day, 9:43:54, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8682, loss_cls: 1.3392, loss: 1.3392, grad_norm: 17.1528 2020-08-02 11:39:13,099 - mmaction - INFO - Epoch [35][640/2505] lr: 5.000e-05, eta: 1 day, 9:43:04, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2958, loss: 1.2958, grad_norm: 17.1360 2020-08-02 11:39:51,080 - mmaction - INFO - Epoch [35][660/2505] lr: 5.000e-05, eta: 1 day, 9:42:15, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8604, loss_cls: 1.3324, loss: 1.3324, grad_norm: 16.2278 2020-08-02 11:40:29,290 - mmaction - INFO - Epoch [35][680/2505] lr: 5.000e-05, eta: 1 day, 9:41:27, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6740, top5_acc: 0.8573, loss_cls: 1.3821, loss: 1.3821, grad_norm: 17.4670 2020-08-02 11:41:07,903 - mmaction - INFO - Epoch [35][700/2505] lr: 5.000e-05, eta: 1 day, 9:40:40, time: 1.931, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8526, loss_cls: 1.3894, loss: 1.3894, grad_norm: 17.1498 2020-08-02 11:41:46,169 - mmaction - INFO - Epoch [35][720/2505] lr: 5.000e-05, eta: 1 day, 9:39:52, time: 1.913, data_time: 0.002, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.3600, loss: 1.3600, grad_norm: 17.1145 2020-08-02 11:42:24,269 - mmaction - INFO - Epoch [35][740/2505] lr: 5.000e-05, eta: 1 day, 9:39:03, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8458, loss_cls: 1.3757, loss: 1.3757, grad_norm: 16.7052 2020-08-02 11:43:02,470 - mmaction - INFO - Epoch [35][760/2505] lr: 5.000e-05, eta: 1 day, 9:38:15, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8526, loss_cls: 1.3573, loss: 1.3573, grad_norm: 17.1246 2020-08-02 11:43:40,478 - mmaction - INFO - Epoch [35][780/2505] lr: 5.000e-05, eta: 1 day, 9:37:26, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8500, loss_cls: 1.3756, loss: 1.3756, grad_norm: 16.4503 2020-08-02 11:44:18,432 - mmaction - INFO - Epoch [35][800/2505] lr: 5.000e-05, eta: 1 day, 9:36:38, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8609, loss_cls: 1.3427, loss: 1.3427, grad_norm: 17.4836 2020-08-02 11:44:56,700 - mmaction - INFO - Epoch [35][820/2505] lr: 5.000e-05, eta: 1 day, 9:35:50, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8594, loss_cls: 1.3319, loss: 1.3319, grad_norm: 17.1548 2020-08-02 11:45:34,761 - mmaction - INFO - Epoch [35][840/2505] lr: 5.000e-05, eta: 1 day, 9:35:01, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8677, loss_cls: 1.2683, loss: 1.2683, grad_norm: 16.7683 2020-08-02 11:46:13,053 - mmaction - INFO - Epoch [35][860/2505] lr: 5.000e-05, eta: 1 day, 9:34:13, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.2962, loss: 1.2962, grad_norm: 17.0231 2020-08-02 11:46:51,168 - mmaction - INFO - Epoch [35][880/2505] lr: 5.000e-05, eta: 1 day, 9:33:25, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8500, loss_cls: 1.3634, loss: 1.3634, grad_norm: 16.4389 2020-08-02 11:47:29,330 - mmaction - INFO - Epoch [35][900/2505] lr: 5.000e-05, eta: 1 day, 9:32:37, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8552, loss_cls: 1.3661, loss: 1.3661, grad_norm: 16.7934 2020-08-02 11:48:07,592 - mmaction - INFO - Epoch [35][920/2505] lr: 5.000e-05, eta: 1 day, 9:31:49, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8604, loss_cls: 1.3238, loss: 1.3238, grad_norm: 17.3102 2020-08-02 11:48:45,886 - mmaction - INFO - Epoch [35][940/2505] lr: 5.000e-05, eta: 1 day, 9:31:01, time: 1.914, data_time: 0.000, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8620, loss_cls: 1.2934, loss: 1.2934, grad_norm: 16.5595 2020-08-02 11:49:23,877 - mmaction - INFO - Epoch [35][960/2505] lr: 5.000e-05, eta: 1 day, 9:30:12, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8714, loss_cls: 1.2571, loss: 1.2571, grad_norm: 15.9875 2020-08-02 11:50:02,203 - mmaction - INFO - Epoch [35][980/2505] lr: 5.000e-05, eta: 1 day, 9:29:25, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8672, loss_cls: 1.2965, loss: 1.2965, grad_norm: 16.4285 2020-08-02 11:50:40,125 - mmaction - INFO - Epoch [35][1000/2505] lr: 5.000e-05, eta: 1 day, 9:28:36, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6802, top5_acc: 0.8568, loss_cls: 1.3707, loss: 1.3707, grad_norm: 16.6362 2020-08-02 11:51:18,180 - mmaction - INFO - Epoch [35][1020/2505] lr: 5.000e-05, eta: 1 day, 9:27:47, time: 1.903, data_time: 0.000, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8740, loss_cls: 1.2956, loss: 1.2956, grad_norm: 16.2124 2020-08-02 11:51:56,451 - mmaction - INFO - Epoch [35][1040/2505] lr: 5.000e-05, eta: 1 day, 9:27:00, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8656, loss_cls: 1.2917, loss: 1.2917, grad_norm: 16.6721 2020-08-02 11:52:34,650 - mmaction - INFO - Epoch [35][1060/2505] lr: 5.000e-05, eta: 1 day, 9:26:12, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8656, loss_cls: 1.3404, loss: 1.3404, grad_norm: 17.0102 2020-08-02 11:53:12,582 - mmaction - INFO - Epoch [35][1080/2505] lr: 5.000e-05, eta: 1 day, 9:25:23, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6786, top5_acc: 0.8510, loss_cls: 1.3907, loss: 1.3907, grad_norm: 17.1321 2020-08-02 11:53:50,540 - mmaction - INFO - Epoch [35][1100/2505] lr: 5.000e-05, eta: 1 day, 9:24:34, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8526, loss_cls: 1.3943, loss: 1.3943, grad_norm: 16.7709 2020-08-02 11:54:28,858 - mmaction - INFO - Epoch [35][1120/2505] lr: 5.000e-05, eta: 1 day, 9:23:47, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8479, loss_cls: 1.3750, loss: 1.3750, grad_norm: 16.7406 2020-08-02 11:55:06,704 - mmaction - INFO - Epoch [35][1140/2505] lr: 5.000e-05, eta: 1 day, 9:22:58, time: 1.892, data_time: 0.000, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8411, loss_cls: 1.4037, loss: 1.4037, grad_norm: 17.0008 2020-08-02 11:55:44,802 - mmaction - INFO - Epoch [35][1160/2505] lr: 5.000e-05, eta: 1 day, 9:22:10, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8583, loss_cls: 1.3740, loss: 1.3740, grad_norm: 16.7161 2020-08-02 11:56:22,692 - mmaction - INFO - Epoch [35][1180/2505] lr: 5.000e-05, eta: 1 day, 9:21:21, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8578, loss_cls: 1.3665, loss: 1.3665, grad_norm: 16.7917 2020-08-02 11:57:00,518 - mmaction - INFO - Epoch [35][1200/2505] lr: 5.000e-05, eta: 1 day, 9:20:32, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8724, loss_cls: 1.2847, loss: 1.2847, grad_norm: 16.2036 2020-08-02 11:57:38,396 - mmaction - INFO - Epoch [35][1220/2505] lr: 5.000e-05, eta: 1 day, 9:19:44, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2880, loss: 1.2880, grad_norm: 17.0665 2020-08-02 11:58:16,486 - mmaction - INFO - Epoch [35][1240/2505] lr: 5.000e-05, eta: 1 day, 9:18:56, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6776, top5_acc: 0.8375, loss_cls: 1.4479, loss: 1.4479, grad_norm: 17.5253 2020-08-02 11:58:54,715 - mmaction - INFO - Epoch [35][1260/2505] lr: 5.000e-05, eta: 1 day, 9:18:08, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3833, loss: 1.3833, grad_norm: 17.4703 2020-08-02 11:59:32,820 - mmaction - INFO - Epoch [35][1280/2505] lr: 5.000e-05, eta: 1 day, 9:17:20, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8604, loss_cls: 1.3513, loss: 1.3513, grad_norm: 17.2147 2020-08-02 12:00:13,302 - mmaction - INFO - Epoch [35][1300/2505] lr: 5.000e-05, eta: 1 day, 9:16:38, time: 2.024, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3261, loss: 1.3261, grad_norm: 16.6467 2020-08-02 12:00:51,605 - mmaction - INFO - Epoch [35][1320/2505] lr: 5.000e-05, eta: 1 day, 9:15:51, time: 1.916, data_time: 0.004, memory: 8520, top1_acc: 0.6812, top5_acc: 0.8500, loss_cls: 1.4324, loss: 1.4324, grad_norm: 17.2902 2020-08-02 12:01:29,727 - mmaction - INFO - Epoch [35][1340/2505] lr: 5.000e-05, eta: 1 day, 9:15:03, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8714, loss_cls: 1.3050, loss: 1.3050, grad_norm: 16.6413 2020-08-02 12:02:07,769 - mmaction - INFO - Epoch [35][1360/2505] lr: 5.000e-05, eta: 1 day, 9:14:15, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8573, loss_cls: 1.3410, loss: 1.3410, grad_norm: 16.9214 2020-08-02 12:02:45,953 - mmaction - INFO - Epoch [35][1380/2505] lr: 5.000e-05, eta: 1 day, 9:13:27, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8698, loss_cls: 1.2518, loss: 1.2518, grad_norm: 16.5490 2020-08-02 12:03:23,942 - mmaction - INFO - Epoch [35][1400/2505] lr: 5.000e-05, eta: 1 day, 9:12:39, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8719, loss_cls: 1.2843, loss: 1.2843, grad_norm: 17.0781 2020-08-02 12:04:02,047 - mmaction - INFO - Epoch [35][1420/2505] lr: 5.000e-05, eta: 1 day, 9:11:51, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8661, loss_cls: 1.3024, loss: 1.3024, grad_norm: 16.7195 2020-08-02 12:04:40,086 - mmaction - INFO - Epoch [35][1440/2505] lr: 5.000e-05, eta: 1 day, 9:11:03, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8594, loss_cls: 1.3192, loss: 1.3192, grad_norm: 16.8553 2020-08-02 12:05:19,169 - mmaction - INFO - Epoch [35][1460/2505] lr: 5.000e-05, eta: 1 day, 9:10:18, time: 1.954, data_time: 0.001, memory: 8520, top1_acc: 0.6828, top5_acc: 0.8474, loss_cls: 1.4114, loss: 1.4114, grad_norm: 17.0578 2020-08-02 12:05:57,199 - mmaction - INFO - Epoch [35][1480/2505] lr: 5.000e-05, eta: 1 day, 9:09:30, time: 1.902, data_time: 0.003, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8625, loss_cls: 1.3469, loss: 1.3469, grad_norm: 17.1076 2020-08-02 12:06:35,174 - mmaction - INFO - Epoch [35][1500/2505] lr: 5.000e-05, eta: 1 day, 9:08:42, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8542, loss_cls: 1.3723, loss: 1.3723, grad_norm: 17.4295 2020-08-02 12:07:13,405 - mmaction - INFO - Epoch [35][1520/2505] lr: 5.000e-05, eta: 1 day, 9:07:54, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8490, loss_cls: 1.4050, loss: 1.4050, grad_norm: 17.0681 2020-08-02 12:07:51,525 - mmaction - INFO - Epoch [35][1540/2505] lr: 5.000e-05, eta: 1 day, 9:07:07, time: 1.906, data_time: 0.002, memory: 8520, top1_acc: 0.6865, top5_acc: 0.8536, loss_cls: 1.3767, loss: 1.3767, grad_norm: 16.9435 2020-08-02 12:08:29,837 - mmaction - INFO - Epoch [35][1560/2505] lr: 5.000e-05, eta: 1 day, 9:06:19, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8714, loss_cls: 1.2941, loss: 1.2941, grad_norm: 17.1762 2020-08-02 12:09:07,932 - mmaction - INFO - Epoch [35][1580/2505] lr: 5.000e-05, eta: 1 day, 9:05:32, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8646, loss_cls: 1.2983, loss: 1.2983, grad_norm: 16.9036 2020-08-02 12:09:45,997 - mmaction - INFO - Epoch [35][1600/2505] lr: 5.000e-05, eta: 1 day, 9:04:44, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8703, loss_cls: 1.3045, loss: 1.3045, grad_norm: 16.6912 2020-08-02 12:10:24,596 - mmaction - INFO - Epoch [35][1620/2505] lr: 5.000e-05, eta: 1 day, 9:03:57, time: 1.930, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8693, loss_cls: 1.3291, loss: 1.3291, grad_norm: 17.6267 2020-08-02 12:11:02,883 - mmaction - INFO - Epoch [35][1640/2505] lr: 5.000e-05, eta: 1 day, 9:03:10, time: 1.914, data_time: 0.004, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8682, loss_cls: 1.2706, loss: 1.2706, grad_norm: 16.5188 2020-08-02 12:11:40,789 - mmaction - INFO - Epoch [35][1660/2505] lr: 5.000e-05, eta: 1 day, 9:02:22, time: 1.896, data_time: 0.002, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8464, loss_cls: 1.3710, loss: 1.3710, grad_norm: 17.0928 2020-08-02 12:12:18,816 - mmaction - INFO - Epoch [35][1680/2505] lr: 5.000e-05, eta: 1 day, 9:01:34, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8563, loss_cls: 1.3746, loss: 1.3746, grad_norm: 16.8759 2020-08-02 12:12:56,802 - mmaction - INFO - Epoch [35][1700/2505] lr: 5.000e-05, eta: 1 day, 9:00:46, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8620, loss_cls: 1.3154, loss: 1.3154, grad_norm: 16.4575 2020-08-02 12:13:34,970 - mmaction - INFO - Epoch [35][1720/2505] lr: 5.000e-05, eta: 1 day, 8:59:59, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8641, loss_cls: 1.3272, loss: 1.3272, grad_norm: 16.9355 2020-08-02 12:14:12,769 - mmaction - INFO - Epoch [35][1740/2505] lr: 5.000e-05, eta: 1 day, 8:59:10, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8589, loss_cls: 1.3553, loss: 1.3553, grad_norm: 17.4811 2020-08-02 12:14:50,876 - mmaction - INFO - Epoch [35][1760/2505] lr: 5.000e-05, eta: 1 day, 8:58:23, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8755, loss_cls: 1.2650, loss: 1.2650, grad_norm: 17.2954 2020-08-02 12:15:28,982 - mmaction - INFO - Epoch [35][1780/2505] lr: 5.000e-05, eta: 1 day, 8:57:35, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8656, loss_cls: 1.3079, loss: 1.3079, grad_norm: 16.9324 2020-08-02 12:16:07,353 - mmaction - INFO - Epoch [35][1800/2505] lr: 5.000e-05, eta: 1 day, 8:56:48, time: 1.918, data_time: 0.006, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8615, loss_cls: 1.3245, loss: 1.3245, grad_norm: 16.8881 2020-08-02 12:16:45,298 - mmaction - INFO - Epoch [35][1820/2505] lr: 5.000e-05, eta: 1 day, 8:56:00, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8562, loss_cls: 1.3552, loss: 1.3552, grad_norm: 16.9579 2020-08-02 12:17:23,401 - mmaction - INFO - Epoch [35][1840/2505] lr: 5.000e-05, eta: 1 day, 8:55:13, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8500, loss_cls: 1.3750, loss: 1.3750, grad_norm: 16.9880 2020-08-02 12:18:01,331 - mmaction - INFO - Epoch [35][1860/2505] lr: 5.000e-05, eta: 1 day, 8:54:25, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8724, loss_cls: 1.2872, loss: 1.2872, grad_norm: 16.3229 2020-08-02 12:18:39,391 - mmaction - INFO - Epoch [35][1880/2505] lr: 5.000e-05, eta: 1 day, 8:53:37, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8641, loss_cls: 1.2963, loss: 1.2963, grad_norm: 16.5886 2020-08-02 12:19:17,403 - mmaction - INFO - Epoch [35][1900/2505] lr: 5.000e-05, eta: 1 day, 8:52:50, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8635, loss_cls: 1.2929, loss: 1.2929, grad_norm: 16.9699 2020-08-02 12:19:55,441 - mmaction - INFO - Epoch [35][1920/2505] lr: 5.000e-05, eta: 1 day, 8:52:02, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8714, loss_cls: 1.3319, loss: 1.3319, grad_norm: 17.0611 2020-08-02 12:20:33,532 - mmaction - INFO - Epoch [35][1940/2505] lr: 5.000e-05, eta: 1 day, 8:51:15, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8703, loss_cls: 1.3137, loss: 1.3137, grad_norm: 17.4924 2020-08-02 12:21:11,625 - mmaction - INFO - Epoch [35][1960/2505] lr: 5.000e-05, eta: 1 day, 8:50:27, time: 1.905, data_time: 0.004, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.3607, loss: 1.3607, grad_norm: 16.9061 2020-08-02 12:21:49,651 - mmaction - INFO - Epoch [35][1980/2505] lr: 5.000e-05, eta: 1 day, 8:49:40, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8562, loss_cls: 1.3841, loss: 1.3841, grad_norm: 17.2981 2020-08-02 12:22:27,852 - mmaction - INFO - Epoch [35][2000/2505] lr: 5.000e-05, eta: 1 day, 8:48:52, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.3661, loss: 1.3661, grad_norm: 16.6921 2020-08-02 12:23:05,838 - mmaction - INFO - Epoch [35][2020/2505] lr: 5.000e-05, eta: 1 day, 8:48:05, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8625, loss_cls: 1.3398, loss: 1.3398, grad_norm: 17.2264 2020-08-02 12:23:43,899 - mmaction - INFO - Epoch [35][2040/2505] lr: 5.000e-05, eta: 1 day, 8:47:17, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8604, loss_cls: 1.3254, loss: 1.3254, grad_norm: 16.5142 2020-08-02 12:24:22,232 - mmaction - INFO - Epoch [35][2060/2505] lr: 5.000e-05, eta: 1 day, 8:46:31, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8688, loss_cls: 1.3053, loss: 1.3053, grad_norm: 17.5507 2020-08-02 12:25:00,410 - mmaction - INFO - Epoch [35][2080/2505] lr: 5.000e-05, eta: 1 day, 8:45:43, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8568, loss_cls: 1.3712, loss: 1.3712, grad_norm: 16.9078 2020-08-02 12:25:38,696 - mmaction - INFO - Epoch [35][2100/2505] lr: 5.000e-05, eta: 1 day, 8:44:57, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6865, top5_acc: 0.8521, loss_cls: 1.3873, loss: 1.3873, grad_norm: 17.5439 2020-08-02 12:26:17,011 - mmaction - INFO - Epoch [35][2120/2505] lr: 5.000e-05, eta: 1 day, 8:44:10, time: 1.916, data_time: 0.004, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8708, loss_cls: 1.2897, loss: 1.2897, grad_norm: 16.9744 2020-08-02 12:26:55,096 - mmaction - INFO - Epoch [35][2140/2505] lr: 5.000e-05, eta: 1 day, 8:43:23, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8719, loss_cls: 1.2829, loss: 1.2829, grad_norm: 17.0234 2020-08-02 12:27:33,395 - mmaction - INFO - Epoch [35][2160/2505] lr: 5.000e-05, eta: 1 day, 8:42:36, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8734, loss_cls: 1.2943, loss: 1.2943, grad_norm: 16.6324 2020-08-02 12:28:11,382 - mmaction - INFO - Epoch [35][2180/2505] lr: 5.000e-05, eta: 1 day, 8:41:48, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8641, loss_cls: 1.2898, loss: 1.2898, grad_norm: 16.5157 2020-08-02 12:28:49,506 - mmaction - INFO - Epoch [35][2200/2505] lr: 5.000e-05, eta: 1 day, 8:41:01, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6823, top5_acc: 0.8573, loss_cls: 1.3480, loss: 1.3480, grad_norm: 17.4021 2020-08-02 12:29:27,569 - mmaction - INFO - Epoch [35][2220/2505] lr: 5.000e-05, eta: 1 day, 8:40:14, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8583, loss_cls: 1.3421, loss: 1.3421, grad_norm: 17.4654 2020-08-02 12:30:06,146 - mmaction - INFO - Epoch [35][2240/2505] lr: 5.000e-05, eta: 1 day, 8:39:28, time: 1.929, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8604, loss_cls: 1.3396, loss: 1.3396, grad_norm: 17.2896 2020-08-02 12:30:43,987 - mmaction - INFO - Epoch [35][2260/2505] lr: 5.000e-05, eta: 1 day, 8:38:40, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8703, loss_cls: 1.2920, loss: 1.2920, grad_norm: 17.4883 2020-08-02 12:31:21,785 - mmaction - INFO - Epoch [35][2280/2505] lr: 5.000e-05, eta: 1 day, 8:37:52, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8630, loss_cls: 1.3191, loss: 1.3191, grad_norm: 16.8638 2020-08-02 12:31:59,713 - mmaction - INFO - Epoch [35][2300/2505] lr: 5.000e-05, eta: 1 day, 8:37:05, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8599, loss_cls: 1.3633, loss: 1.3633, grad_norm: 17.2112 2020-08-02 12:32:37,690 - mmaction - INFO - Epoch [35][2320/2505] lr: 5.000e-05, eta: 1 day, 8:36:17, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8448, loss_cls: 1.4089, loss: 1.4089, grad_norm: 17.4040 2020-08-02 12:33:15,430 - mmaction - INFO - Epoch [35][2340/2505] lr: 5.000e-05, eta: 1 day, 8:35:29, time: 1.887, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8552, loss_cls: 1.3881, loss: 1.3881, grad_norm: 17.0334 2020-08-02 12:33:53,195 - mmaction - INFO - Epoch [35][2360/2505] lr: 5.000e-05, eta: 1 day, 8:34:41, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8630, loss_cls: 1.3229, loss: 1.3229, grad_norm: 16.7423 2020-08-02 12:34:31,062 - mmaction - INFO - Epoch [35][2380/2505] lr: 5.000e-05, eta: 1 day, 8:33:53, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8594, loss_cls: 1.3413, loss: 1.3413, grad_norm: 17.0763 2020-08-02 12:35:09,016 - mmaction - INFO - Epoch [35][2400/2505] lr: 5.000e-05, eta: 1 day, 8:33:06, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8703, loss_cls: 1.2707, loss: 1.2707, grad_norm: 16.1573 2020-08-02 12:35:46,944 - mmaction - INFO - Epoch [35][2420/2505] lr: 5.000e-05, eta: 1 day, 8:32:19, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8818, loss_cls: 1.2373, loss: 1.2373, grad_norm: 16.1282 2020-08-02 12:36:25,029 - mmaction - INFO - Epoch [35][2440/2505] lr: 5.000e-05, eta: 1 day, 8:31:31, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8719, loss_cls: 1.2908, loss: 1.2908, grad_norm: 17.2076 2020-08-02 12:37:03,249 - mmaction - INFO - Epoch [35][2460/2505] lr: 5.000e-05, eta: 1 day, 8:30:45, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8641, loss_cls: 1.3317, loss: 1.3317, grad_norm: 16.6626 2020-08-02 12:37:41,437 - mmaction - INFO - Epoch [35][2480/2505] lr: 5.000e-05, eta: 1 day, 8:29:58, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8641, loss_cls: 1.2979, loss: 1.2979, grad_norm: 16.3450 2020-08-02 12:38:19,323 - mmaction - INFO - Epoch [35][2500/2505] lr: 5.000e-05, eta: 1 day, 8:29:10, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8562, loss_cls: 1.3416, loss: 1.3416, grad_norm: 16.7410 2020-08-02 12:39:53,327 - mmaction - INFO - Epoch [36][20/2505] lr: 5.000e-05, eta: 1 day, 8:29:36, time: 4.022, data_time: 2.094, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8573, loss_cls: 1.3190, loss: 1.3190, grad_norm: 16.8873 2020-08-02 12:40:32,097 - mmaction - INFO - Epoch [36][40/2505] lr: 5.000e-05, eta: 1 day, 8:28:50, time: 1.939, data_time: 0.006, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8755, loss_cls: 1.2923, loss: 1.2923, grad_norm: 16.5732 2020-08-02 12:41:10,618 - mmaction - INFO - Epoch [36][60/2505] lr: 5.000e-05, eta: 1 day, 8:28:04, time: 1.925, data_time: 0.002, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2639, loss: 1.2639, grad_norm: 16.5162 2020-08-02 12:41:48,645 - mmaction - INFO - Epoch [36][80/2505] lr: 5.000e-05, eta: 1 day, 8:27:17, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8620, loss_cls: 1.3310, loss: 1.3310, grad_norm: 17.0293 2020-08-02 12:42:26,858 - mmaction - INFO - Epoch [36][100/2505] lr: 5.000e-05, eta: 1 day, 8:26:30, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8630, loss_cls: 1.2802, loss: 1.2802, grad_norm: 16.8997 2020-08-02 12:43:05,119 - mmaction - INFO - Epoch [36][120/2505] lr: 5.000e-05, eta: 1 day, 8:25:44, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8599, loss_cls: 1.3283, loss: 1.3283, grad_norm: 17.1313 2020-08-02 12:43:43,396 - mmaction - INFO - Epoch [36][140/2505] lr: 5.000e-05, eta: 1 day, 8:24:57, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8698, loss_cls: 1.2722, loss: 1.2722, grad_norm: 16.8753 2020-08-02 12:44:21,724 - mmaction - INFO - Epoch [36][160/2505] lr: 5.000e-05, eta: 1 day, 8:24:11, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8708, loss_cls: 1.2739, loss: 1.2739, grad_norm: 17.0999 2020-08-02 12:44:59,935 - mmaction - INFO - Epoch [36][180/2505] lr: 5.000e-05, eta: 1 day, 8:23:24, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6766, top5_acc: 0.8536, loss_cls: 1.4051, loss: 1.4051, grad_norm: 17.7196 2020-08-02 12:45:38,394 - mmaction - INFO - Epoch [36][200/2505] lr: 5.000e-05, eta: 1 day, 8:22:38, time: 1.923, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8740, loss_cls: 1.2933, loss: 1.2933, grad_norm: 16.9410 2020-08-02 12:46:16,651 - mmaction - INFO - Epoch [36][220/2505] lr: 5.000e-05, eta: 1 day, 8:21:52, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8755, loss_cls: 1.2395, loss: 1.2395, grad_norm: 16.7060 2020-08-02 12:46:55,030 - mmaction - INFO - Epoch [36][240/2505] lr: 5.000e-05, eta: 1 day, 8:21:05, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8703, loss_cls: 1.3076, loss: 1.3076, grad_norm: 16.5718 2020-08-02 12:47:33,449 - mmaction - INFO - Epoch [36][260/2505] lr: 5.000e-05, eta: 1 day, 8:20:19, time: 1.920, data_time: 0.000, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2744, loss: 1.2744, grad_norm: 16.5908 2020-08-02 12:48:11,628 - mmaction - INFO - Epoch [36][280/2505] lr: 5.000e-05, eta: 1 day, 8:19:33, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8578, loss_cls: 1.3527, loss: 1.3527, grad_norm: 17.2711 2020-08-02 12:48:49,955 - mmaction - INFO - Epoch [36][300/2505] lr: 5.000e-05, eta: 1 day, 8:18:46, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8719, loss_cls: 1.3162, loss: 1.3162, grad_norm: 17.1251 2020-08-02 12:49:28,099 - mmaction - INFO - Epoch [36][320/2505] lr: 5.000e-05, eta: 1 day, 8:18:00, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8620, loss_cls: 1.3301, loss: 1.3301, grad_norm: 17.3193 2020-08-02 12:50:06,598 - mmaction - INFO - Epoch [36][340/2505] lr: 5.000e-05, eta: 1 day, 8:17:14, time: 1.925, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.2913, loss: 1.2913, grad_norm: 16.3392 2020-08-02 12:50:44,882 - mmaction - INFO - Epoch [36][360/2505] lr: 5.000e-05, eta: 1 day, 8:16:28, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8495, loss_cls: 1.3709, loss: 1.3709, grad_norm: 17.1712 2020-08-02 12:51:23,015 - mmaction - INFO - Epoch [36][380/2505] lr: 5.000e-05, eta: 1 day, 8:15:41, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8630, loss_cls: 1.2945, loss: 1.2945, grad_norm: 16.5161 2020-08-02 12:52:00,983 - mmaction - INFO - Epoch [36][400/2505] lr: 5.000e-05, eta: 1 day, 8:14:54, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8677, loss_cls: 1.3350, loss: 1.3350, grad_norm: 17.3514 2020-08-02 12:52:39,056 - mmaction - INFO - Epoch [36][420/2505] lr: 5.000e-05, eta: 1 day, 8:14:07, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8630, loss_cls: 1.3620, loss: 1.3620, grad_norm: 17.0405 2020-08-02 12:53:17,321 - mmaction - INFO - Epoch [36][440/2505] lr: 5.000e-05, eta: 1 day, 8:13:21, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8688, loss_cls: 1.2966, loss: 1.2966, grad_norm: 16.8737 2020-08-02 12:53:55,504 - mmaction - INFO - Epoch [36][460/2505] lr: 5.000e-05, eta: 1 day, 8:12:34, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8594, loss_cls: 1.3447, loss: 1.3447, grad_norm: 16.9600 2020-08-02 12:54:33,779 - mmaction - INFO - Epoch [36][480/2505] lr: 5.000e-05, eta: 1 day, 8:11:48, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8516, loss_cls: 1.3359, loss: 1.3359, grad_norm: 16.8440 2020-08-02 12:55:12,009 - mmaction - INFO - Epoch [36][500/2505] lr: 5.000e-05, eta: 1 day, 8:11:01, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8589, loss_cls: 1.3390, loss: 1.3390, grad_norm: 16.8258 2020-08-02 12:55:50,285 - mmaction - INFO - Epoch [36][520/2505] lr: 5.000e-05, eta: 1 day, 8:10:15, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8755, loss_cls: 1.2920, loss: 1.2920, grad_norm: 16.5590 2020-08-02 12:56:28,487 - mmaction - INFO - Epoch [36][540/2505] lr: 5.000e-05, eta: 1 day, 8:09:29, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8594, loss_cls: 1.3116, loss: 1.3116, grad_norm: 17.0315 2020-08-02 12:57:06,613 - mmaction - INFO - Epoch [36][560/2505] lr: 5.000e-05, eta: 1 day, 8:08:42, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8573, loss_cls: 1.3585, loss: 1.3585, grad_norm: 16.6845 2020-08-02 12:57:44,623 - mmaction - INFO - Epoch [36][580/2505] lr: 5.000e-05, eta: 1 day, 8:07:55, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8552, loss_cls: 1.3415, loss: 1.3415, grad_norm: 17.4257 2020-08-02 12:58:22,696 - mmaction - INFO - Epoch [36][600/2505] lr: 5.000e-05, eta: 1 day, 8:07:08, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8495, loss_cls: 1.3435, loss: 1.3435, grad_norm: 16.8399 2020-08-02 12:59:00,963 - mmaction - INFO - Epoch [36][620/2505] lr: 5.000e-05, eta: 1 day, 8:06:22, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8667, loss_cls: 1.3192, loss: 1.3192, grad_norm: 17.0168 2020-08-02 12:59:39,062 - mmaction - INFO - Epoch [36][640/2505] lr: 5.000e-05, eta: 1 day, 8:05:36, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8667, loss_cls: 1.3097, loss: 1.3097, grad_norm: 16.9471 2020-08-02 13:00:19,481 - mmaction - INFO - Epoch [36][660/2505] lr: 5.000e-05, eta: 1 day, 8:04:55, time: 2.020, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8625, loss_cls: 1.2750, loss: 1.2750, grad_norm: 16.2746 2020-08-02 13:00:57,728 - mmaction - INFO - Epoch [36][680/2505] lr: 5.000e-05, eta: 1 day, 8:04:09, time: 1.914, data_time: 0.007, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8620, loss_cls: 1.3006, loss: 1.3006, grad_norm: 17.1038 2020-08-02 13:01:35,765 - mmaction - INFO - Epoch [36][700/2505] lr: 5.000e-05, eta: 1 day, 8:03:22, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6740, top5_acc: 0.8547, loss_cls: 1.4132, loss: 1.4132, grad_norm: 17.3804 2020-08-02 13:02:14,003 - mmaction - INFO - Epoch [36][720/2505] lr: 5.000e-05, eta: 1 day, 8:02:36, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8818, loss_cls: 1.2235, loss: 1.2235, grad_norm: 16.6324 2020-08-02 13:02:52,083 - mmaction - INFO - Epoch [36][740/2505] lr: 5.000e-05, eta: 1 day, 8:01:49, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8495, loss_cls: 1.3306, loss: 1.3306, grad_norm: 16.5689 2020-08-02 13:03:30,327 - mmaction - INFO - Epoch [36][760/2505] lr: 5.000e-05, eta: 1 day, 8:01:03, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8714, loss_cls: 1.2462, loss: 1.2462, grad_norm: 16.7059 2020-08-02 13:04:08,505 - mmaction - INFO - Epoch [36][780/2505] lr: 5.000e-05, eta: 1 day, 8:00:17, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8667, loss_cls: 1.3182, loss: 1.3182, grad_norm: 17.0226 2020-08-02 13:04:46,726 - mmaction - INFO - Epoch [36][800/2505] lr: 5.000e-05, eta: 1 day, 7:59:30, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8656, loss_cls: 1.3338, loss: 1.3338, grad_norm: 17.0110 2020-08-02 13:05:25,389 - mmaction - INFO - Epoch [36][820/2505] lr: 5.000e-05, eta: 1 day, 7:58:45, time: 1.934, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8724, loss_cls: 1.2862, loss: 1.2862, grad_norm: 17.7272 2020-08-02 13:06:03,544 - mmaction - INFO - Epoch [36][840/2505] lr: 5.000e-05, eta: 1 day, 7:57:59, time: 1.907, data_time: 0.002, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8635, loss_cls: 1.3239, loss: 1.3239, grad_norm: 16.8001 2020-08-02 13:06:41,612 - mmaction - INFO - Epoch [36][860/2505] lr: 5.000e-05, eta: 1 day, 7:57:12, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8682, loss_cls: 1.3129, loss: 1.3129, grad_norm: 17.6833 2020-08-02 13:07:19,857 - mmaction - INFO - Epoch [36][880/2505] lr: 5.000e-05, eta: 1 day, 7:56:26, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8661, loss_cls: 1.3391, loss: 1.3391, grad_norm: 17.6632 2020-08-02 13:07:58,079 - mmaction - INFO - Epoch [36][900/2505] lr: 5.000e-05, eta: 1 day, 7:55:40, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8599, loss_cls: 1.3353, loss: 1.3353, grad_norm: 16.9940 2020-08-02 13:08:36,128 - mmaction - INFO - Epoch [36][920/2505] lr: 5.000e-05, eta: 1 day, 7:54:54, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8609, loss_cls: 1.3039, loss: 1.3039, grad_norm: 17.3278 2020-08-02 13:09:14,376 - mmaction - INFO - Epoch [36][940/2505] lr: 5.000e-05, eta: 1 day, 7:54:08, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8635, loss_cls: 1.3459, loss: 1.3459, grad_norm: 16.8852 2020-08-02 13:09:52,557 - mmaction - INFO - Epoch [36][960/2505] lr: 5.000e-05, eta: 1 day, 7:53:21, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8703, loss_cls: 1.2883, loss: 1.2883, grad_norm: 17.2142 2020-08-02 13:10:31,164 - mmaction - INFO - Epoch [36][980/2505] lr: 5.000e-05, eta: 1 day, 7:52:36, time: 1.929, data_time: 0.001, memory: 8520, top1_acc: 0.6729, top5_acc: 0.8651, loss_cls: 1.3975, loss: 1.3975, grad_norm: 18.0427 2020-08-02 13:11:09,347 - mmaction - INFO - Epoch [36][1000/2505] lr: 5.000e-05, eta: 1 day, 7:51:50, time: 1.911, data_time: 0.003, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8677, loss_cls: 1.2802, loss: 1.2802, grad_norm: 16.5873 2020-08-02 13:11:47,613 - mmaction - INFO - Epoch [36][1020/2505] lr: 5.000e-05, eta: 1 day, 7:51:04, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8521, loss_cls: 1.3812, loss: 1.3812, grad_norm: 17.7775 2020-08-02 13:12:25,811 - mmaction - INFO - Epoch [36][1040/2505] lr: 5.000e-05, eta: 1 day, 7:50:18, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.3100, loss: 1.3100, grad_norm: 17.4205 2020-08-02 13:13:04,004 - mmaction - INFO - Epoch [36][1060/2505] lr: 5.000e-05, eta: 1 day, 7:49:32, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8490, loss_cls: 1.4123, loss: 1.4123, grad_norm: 17.4626 2020-08-02 13:13:42,061 - mmaction - INFO - Epoch [36][1080/2505] lr: 5.000e-05, eta: 1 day, 7:48:46, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8661, loss_cls: 1.2786, loss: 1.2786, grad_norm: 16.5017 2020-08-02 13:14:20,254 - mmaction - INFO - Epoch [36][1100/2505] lr: 5.000e-05, eta: 1 day, 7:47:59, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8625, loss_cls: 1.3189, loss: 1.3189, grad_norm: 16.7593 2020-08-02 13:14:58,318 - mmaction - INFO - Epoch [36][1120/2505] lr: 5.000e-05, eta: 1 day, 7:47:13, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8609, loss_cls: 1.3128, loss: 1.3128, grad_norm: 17.0669 2020-08-02 13:15:36,318 - mmaction - INFO - Epoch [36][1140/2505] lr: 5.000e-05, eta: 1 day, 7:46:27, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8849, loss_cls: 1.2346, loss: 1.2346, grad_norm: 16.3338 2020-08-02 13:16:14,885 - mmaction - INFO - Epoch [36][1160/2505] lr: 5.000e-05, eta: 1 day, 7:45:42, time: 1.928, data_time: 0.008, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8771, loss_cls: 1.2265, loss: 1.2265, grad_norm: 16.3236 2020-08-02 13:16:53,084 - mmaction - INFO - Epoch [36][1180/2505] lr: 5.000e-05, eta: 1 day, 7:44:56, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8599, loss_cls: 1.3736, loss: 1.3736, grad_norm: 16.8351 2020-08-02 13:17:31,311 - mmaction - INFO - Epoch [36][1200/2505] lr: 5.000e-05, eta: 1 day, 7:44:10, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8573, loss_cls: 1.3124, loss: 1.3124, grad_norm: 17.1712 2020-08-02 13:18:09,529 - mmaction - INFO - Epoch [36][1220/2505] lr: 5.000e-05, eta: 1 day, 7:43:24, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8573, loss_cls: 1.3273, loss: 1.3273, grad_norm: 17.1973 2020-08-02 13:18:47,728 - mmaction - INFO - Epoch [36][1240/2505] lr: 5.000e-05, eta: 1 day, 7:42:38, time: 1.910, data_time: 0.002, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8536, loss_cls: 1.3156, loss: 1.3156, grad_norm: 16.3453 2020-08-02 13:19:25,921 - mmaction - INFO - Epoch [36][1260/2505] lr: 5.000e-05, eta: 1 day, 7:41:52, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8557, loss_cls: 1.3756, loss: 1.3756, grad_norm: 18.3315 2020-08-02 13:20:04,140 - mmaction - INFO - Epoch [36][1280/2505] lr: 5.000e-05, eta: 1 day, 7:41:06, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8750, loss_cls: 1.2482, loss: 1.2482, grad_norm: 17.1051 2020-08-02 13:20:42,316 - mmaction - INFO - Epoch [36][1300/2505] lr: 5.000e-05, eta: 1 day, 7:40:20, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8708, loss_cls: 1.2997, loss: 1.2997, grad_norm: 17.0645 2020-08-02 13:21:20,334 - mmaction - INFO - Epoch [36][1320/2505] lr: 5.000e-05, eta: 1 day, 7:39:34, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8687, loss_cls: 1.2786, loss: 1.2786, grad_norm: 17.0262 2020-08-02 13:21:58,463 - mmaction - INFO - Epoch [36][1340/2505] lr: 5.000e-05, eta: 1 day, 7:38:47, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8599, loss_cls: 1.3153, loss: 1.3153, grad_norm: 17.1935 2020-08-02 13:22:36,553 - mmaction - INFO - Epoch [36][1360/2505] lr: 5.000e-05, eta: 1 day, 7:38:01, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.3611, loss: 1.3611, grad_norm: 17.4594 2020-08-02 13:23:14,658 - mmaction - INFO - Epoch [36][1380/2505] lr: 5.000e-05, eta: 1 day, 7:37:15, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8682, loss_cls: 1.2961, loss: 1.2961, grad_norm: 17.3801 2020-08-02 13:23:52,585 - mmaction - INFO - Epoch [36][1400/2505] lr: 5.000e-05, eta: 1 day, 7:36:29, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8677, loss_cls: 1.3002, loss: 1.3002, grad_norm: 17.0465 2020-08-02 13:24:30,807 - mmaction - INFO - Epoch [36][1420/2505] lr: 5.000e-05, eta: 1 day, 7:35:43, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.3255, loss: 1.3255, grad_norm: 16.9620 2020-08-02 13:25:08,746 - mmaction - INFO - Epoch [36][1440/2505] lr: 5.000e-05, eta: 1 day, 7:34:57, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8604, loss_cls: 1.3180, loss: 1.3180, grad_norm: 16.8337 2020-08-02 13:25:47,018 - mmaction - INFO - Epoch [36][1460/2505] lr: 5.000e-05, eta: 1 day, 7:34:11, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8625, loss_cls: 1.3353, loss: 1.3353, grad_norm: 16.7039 2020-08-02 13:26:25,189 - mmaction - INFO - Epoch [36][1480/2505] lr: 5.000e-05, eta: 1 day, 7:33:25, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8422, loss_cls: 1.3844, loss: 1.3844, grad_norm: 17.0196 2020-08-02 13:27:03,235 - mmaction - INFO - Epoch [36][1500/2505] lr: 5.000e-05, eta: 1 day, 7:32:39, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8469, loss_cls: 1.4456, loss: 1.4456, grad_norm: 17.5765 2020-08-02 13:27:41,387 - mmaction - INFO - Epoch [36][1520/2505] lr: 5.000e-05, eta: 1 day, 7:31:53, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8755, loss_cls: 1.2513, loss: 1.2513, grad_norm: 17.0968 2020-08-02 13:28:19,586 - mmaction - INFO - Epoch [36][1540/2505] lr: 5.000e-05, eta: 1 day, 7:31:07, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8714, loss_cls: 1.3353, loss: 1.3353, grad_norm: 17.4248 2020-08-02 13:28:57,453 - mmaction - INFO - Epoch [36][1560/2505] lr: 5.000e-05, eta: 1 day, 7:30:21, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8729, loss_cls: 1.2517, loss: 1.2517, grad_norm: 16.3504 2020-08-02 13:29:35,475 - mmaction - INFO - Epoch [36][1580/2505] lr: 5.000e-05, eta: 1 day, 7:29:35, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8557, loss_cls: 1.3279, loss: 1.3279, grad_norm: 16.9745 2020-08-02 13:30:13,903 - mmaction - INFO - Epoch [36][1600/2505] lr: 5.000e-05, eta: 1 day, 7:28:49, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8615, loss_cls: 1.3198, loss: 1.3198, grad_norm: 17.2522 2020-08-02 13:30:52,061 - mmaction - INFO - Epoch [36][1620/2505] lr: 5.000e-05, eta: 1 day, 7:28:04, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8661, loss_cls: 1.3468, loss: 1.3468, grad_norm: 17.7097 2020-08-02 13:31:30,214 - mmaction - INFO - Epoch [36][1640/2505] lr: 5.000e-05, eta: 1 day, 7:27:18, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8557, loss_cls: 1.3659, loss: 1.3659, grad_norm: 17.3308 2020-08-02 13:32:08,174 - mmaction - INFO - Epoch [36][1660/2505] lr: 5.000e-05, eta: 1 day, 7:26:32, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8552, loss_cls: 1.3105, loss: 1.3105, grad_norm: 17.0839 2020-08-02 13:32:46,437 - mmaction - INFO - Epoch [36][1680/2505] lr: 5.000e-05, eta: 1 day, 7:25:46, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8734, loss_cls: 1.2591, loss: 1.2591, grad_norm: 17.1914 2020-08-02 13:33:24,607 - mmaction - INFO - Epoch [36][1700/2505] lr: 5.000e-05, eta: 1 day, 7:25:00, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8609, loss_cls: 1.3159, loss: 1.3159, grad_norm: 16.4810 2020-08-02 13:34:03,012 - mmaction - INFO - Epoch [36][1720/2505] lr: 5.000e-05, eta: 1 day, 7:24:15, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8646, loss_cls: 1.3199, loss: 1.3199, grad_norm: 17.1853 2020-08-02 13:34:41,321 - mmaction - INFO - Epoch [36][1740/2505] lr: 5.000e-05, eta: 1 day, 7:23:30, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8641, loss_cls: 1.3074, loss: 1.3074, grad_norm: 16.5975 2020-08-02 13:35:19,541 - mmaction - INFO - Epoch [36][1760/2505] lr: 5.000e-05, eta: 1 day, 7:22:44, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8516, loss_cls: 1.3537, loss: 1.3537, grad_norm: 17.1134 2020-08-02 13:35:57,854 - mmaction - INFO - Epoch [36][1780/2505] lr: 5.000e-05, eta: 1 day, 7:21:59, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.6766, top5_acc: 0.8542, loss_cls: 1.3656, loss: 1.3656, grad_norm: 17.5349 2020-08-02 13:36:36,176 - mmaction - INFO - Epoch [36][1800/2505] lr: 5.000e-05, eta: 1 day, 7:21:13, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8651, loss_cls: 1.2836, loss: 1.2836, grad_norm: 17.1273 2020-08-02 13:37:14,307 - mmaction - INFO - Epoch [36][1820/2505] lr: 5.000e-05, eta: 1 day, 7:20:28, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8646, loss_cls: 1.3006, loss: 1.3006, grad_norm: 17.0965 2020-08-02 13:37:52,418 - mmaction - INFO - Epoch [36][1840/2505] lr: 5.000e-05, eta: 1 day, 7:19:42, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8578, loss_cls: 1.3204, loss: 1.3204, grad_norm: 17.0879 2020-08-02 13:38:30,320 - mmaction - INFO - Epoch [36][1860/2505] lr: 5.000e-05, eta: 1 day, 7:18:56, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8646, loss_cls: 1.3071, loss: 1.3071, grad_norm: 17.5500 2020-08-02 13:39:08,528 - mmaction - INFO - Epoch [36][1880/2505] lr: 5.000e-05, eta: 1 day, 7:18:10, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8656, loss_cls: 1.3334, loss: 1.3334, grad_norm: 16.7014 2020-08-02 13:39:46,582 - mmaction - INFO - Epoch [36][1900/2505] lr: 5.000e-05, eta: 1 day, 7:17:24, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8703, loss_cls: 1.2344, loss: 1.2344, grad_norm: 16.3869 2020-08-02 13:40:24,668 - mmaction - INFO - Epoch [36][1920/2505] lr: 5.000e-05, eta: 1 day, 7:16:38, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2862, loss: 1.2862, grad_norm: 17.6076 2020-08-02 13:41:02,758 - mmaction - INFO - Epoch [36][1940/2505] lr: 5.000e-05, eta: 1 day, 7:15:53, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8583, loss_cls: 1.3620, loss: 1.3620, grad_norm: 17.0781 2020-08-02 13:41:40,800 - mmaction - INFO - Epoch [36][1960/2505] lr: 5.000e-05, eta: 1 day, 7:15:07, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8698, loss_cls: 1.3094, loss: 1.3094, grad_norm: 17.2494 2020-08-02 13:42:19,000 - mmaction - INFO - Epoch [36][1980/2505] lr: 5.000e-05, eta: 1 day, 7:14:21, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8750, loss_cls: 1.2732, loss: 1.2732, grad_norm: 17.4544 2020-08-02 13:42:57,143 - mmaction - INFO - Epoch [36][2000/2505] lr: 5.000e-05, eta: 1 day, 7:13:36, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8661, loss_cls: 1.3207, loss: 1.3207, grad_norm: 16.8194 2020-08-02 13:43:35,130 - mmaction - INFO - Epoch [36][2020/2505] lr: 5.000e-05, eta: 1 day, 7:12:50, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8646, loss_cls: 1.3094, loss: 1.3094, grad_norm: 16.8002 2020-08-02 13:44:13,112 - mmaction - INFO - Epoch [36][2040/2505] lr: 5.000e-05, eta: 1 day, 7:12:04, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8667, loss_cls: 1.3257, loss: 1.3257, grad_norm: 17.6345 2020-08-02 13:44:51,429 - mmaction - INFO - Epoch [36][2060/2505] lr: 5.000e-05, eta: 1 day, 7:11:19, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8526, loss_cls: 1.3775, loss: 1.3775, grad_norm: 17.1954 2020-08-02 13:45:29,757 - mmaction - INFO - Epoch [36][2080/2505] lr: 5.000e-05, eta: 1 day, 7:10:34, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.3379, loss: 1.3379, grad_norm: 16.7909 2020-08-02 13:46:07,746 - mmaction - INFO - Epoch [36][2100/2505] lr: 5.000e-05, eta: 1 day, 7:09:48, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8589, loss_cls: 1.3258, loss: 1.3258, grad_norm: 16.8999 2020-08-02 13:46:45,801 - mmaction - INFO - Epoch [36][2120/2505] lr: 5.000e-05, eta: 1 day, 7:09:02, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8635, loss_cls: 1.3072, loss: 1.3072, grad_norm: 17.4163 2020-08-02 13:47:23,896 - mmaction - INFO - Epoch [36][2140/2505] lr: 5.000e-05, eta: 1 day, 7:08:16, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8635, loss_cls: 1.3302, loss: 1.3302, grad_norm: 17.6768 2020-08-02 13:48:02,095 - mmaction - INFO - Epoch [36][2160/2505] lr: 5.000e-05, eta: 1 day, 7:07:31, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8526, loss_cls: 1.3728, loss: 1.3728, grad_norm: 17.0435 2020-08-02 13:48:40,309 - mmaction - INFO - Epoch [36][2180/2505] lr: 5.000e-05, eta: 1 day, 7:06:46, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8651, loss_cls: 1.3396, loss: 1.3396, grad_norm: 17.3766 2020-08-02 13:49:18,635 - mmaction - INFO - Epoch [36][2200/2505] lr: 5.000e-05, eta: 1 day, 7:06:00, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8583, loss_cls: 1.3635, loss: 1.3635, grad_norm: 17.2592 2020-08-02 13:49:56,874 - mmaction - INFO - Epoch [36][2220/2505] lr: 5.000e-05, eta: 1 day, 7:05:15, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8651, loss_cls: 1.3024, loss: 1.3024, grad_norm: 17.2753 2020-08-02 13:50:34,916 - mmaction - INFO - Epoch [36][2240/2505] lr: 5.000e-05, eta: 1 day, 7:04:30, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8625, loss_cls: 1.2629, loss: 1.2629, grad_norm: 16.8119 2020-08-02 13:51:13,100 - mmaction - INFO - Epoch [36][2260/2505] lr: 5.000e-05, eta: 1 day, 7:03:44, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8651, loss_cls: 1.3612, loss: 1.3612, grad_norm: 17.3936 2020-08-02 13:51:51,171 - mmaction - INFO - Epoch [36][2280/2505] lr: 5.000e-05, eta: 1 day, 7:02:59, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8573, loss_cls: 1.3387, loss: 1.3387, grad_norm: 17.1615 2020-08-02 13:52:29,409 - mmaction - INFO - Epoch [36][2300/2505] lr: 5.000e-05, eta: 1 day, 7:02:13, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8755, loss_cls: 1.2464, loss: 1.2464, grad_norm: 16.1447 2020-08-02 13:53:07,431 - mmaction - INFO - Epoch [36][2320/2505] lr: 5.000e-05, eta: 1 day, 7:01:28, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6792, top5_acc: 0.8562, loss_cls: 1.4036, loss: 1.4036, grad_norm: 17.8926 2020-08-02 13:53:45,608 - mmaction - INFO - Epoch [36][2340/2505] lr: 5.000e-05, eta: 1 day, 7:00:42, time: 1.910, data_time: 0.002, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8656, loss_cls: 1.2901, loss: 1.2901, grad_norm: 16.3933 2020-08-02 13:54:23,692 - mmaction - INFO - Epoch [36][2360/2505] lr: 5.000e-05, eta: 1 day, 6:59:57, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8604, loss_cls: 1.3781, loss: 1.3781, grad_norm: 17.5280 2020-08-02 13:55:01,854 - mmaction - INFO - Epoch [36][2380/2505] lr: 5.000e-05, eta: 1 day, 6:59:11, time: 1.908, data_time: 0.002, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8464, loss_cls: 1.3654, loss: 1.3654, grad_norm: 17.5635 2020-08-02 13:55:39,982 - mmaction - INFO - Epoch [36][2400/2505] lr: 5.000e-05, eta: 1 day, 6:58:26, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8651, loss_cls: 1.2961, loss: 1.2961, grad_norm: 17.2672 2020-08-02 13:56:18,103 - mmaction - INFO - Epoch [36][2420/2505] lr: 5.000e-05, eta: 1 day, 6:57:41, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6781, top5_acc: 0.8521, loss_cls: 1.3969, loss: 1.3969, grad_norm: 17.3633 2020-08-02 13:56:56,110 - mmaction - INFO - Epoch [36][2440/2505] lr: 5.000e-05, eta: 1 day, 6:56:55, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8594, loss_cls: 1.3065, loss: 1.3065, grad_norm: 17.3974 2020-08-02 13:57:34,216 - mmaction - INFO - Epoch [36][2460/2505] lr: 5.000e-05, eta: 1 day, 6:56:10, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8562, loss_cls: 1.3502, loss: 1.3502, grad_norm: 17.2417 2020-08-02 13:58:12,250 - mmaction - INFO - Epoch [36][2480/2505] lr: 5.000e-05, eta: 1 day, 6:55:24, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.2260, loss: 1.2260, grad_norm: 17.1953 2020-08-02 13:58:50,156 - mmaction - INFO - Epoch [36][2500/2505] lr: 5.000e-05, eta: 1 day, 6:54:38, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8547, loss_cls: 1.3540, loss: 1.3540, grad_norm: 17.3899 2020-08-02 13:59:03,371 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-08-02 14:00:22,851 - mmaction - INFO - Epoch [37][20/2505] lr: 5.000e-05, eta: 1 day, 6:54:50, time: 3.941, data_time: 1.916, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.3431, loss: 1.3431, grad_norm: 17.2686 2020-08-02 14:01:01,290 - mmaction - INFO - Epoch [37][40/2505] lr: 5.000e-05, eta: 1 day, 6:54:05, time: 1.923, data_time: 0.006, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8672, loss_cls: 1.3181, loss: 1.3181, grad_norm: 16.9703 2020-08-02 14:01:39,616 - mmaction - INFO - Epoch [37][60/2505] lr: 5.000e-05, eta: 1 day, 6:53:20, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8578, loss_cls: 1.3278, loss: 1.3278, grad_norm: 18.2716 2020-08-02 14:02:17,771 - mmaction - INFO - Epoch [37][80/2505] lr: 5.000e-05, eta: 1 day, 6:52:35, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8646, loss_cls: 1.2956, loss: 1.2956, grad_norm: 16.8404 2020-08-02 14:02:55,920 - mmaction - INFO - Epoch [37][100/2505] lr: 5.000e-05, eta: 1 day, 6:51:50, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8646, loss_cls: 1.3331, loss: 1.3331, grad_norm: 17.6182 2020-08-02 14:03:33,965 - mmaction - INFO - Epoch [37][120/2505] lr: 5.000e-05, eta: 1 day, 6:51:04, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8599, loss_cls: 1.3043, loss: 1.3043, grad_norm: 16.7697 2020-08-02 14:04:12,178 - mmaction - INFO - Epoch [37][140/2505] lr: 5.000e-05, eta: 1 day, 6:50:19, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8661, loss_cls: 1.3179, loss: 1.3179, grad_norm: 17.3705 2020-08-02 14:04:50,736 - mmaction - INFO - Epoch [37][160/2505] lr: 5.000e-05, eta: 1 day, 6:49:35, time: 1.928, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8708, loss_cls: 1.2967, loss: 1.2967, grad_norm: 16.7226 2020-08-02 14:05:29,488 - mmaction - INFO - Epoch [37][180/2505] lr: 5.000e-05, eta: 1 day, 6:48:51, time: 1.937, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8531, loss_cls: 1.3338, loss: 1.3338, grad_norm: 17.0974 2020-08-02 14:06:07,579 - mmaction - INFO - Epoch [37][200/2505] lr: 5.000e-05, eta: 1 day, 6:48:05, time: 1.905, data_time: 0.003, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8714, loss_cls: 1.2950, loss: 1.2950, grad_norm: 17.4276 2020-08-02 14:06:45,678 - mmaction - INFO - Epoch [37][220/2505] lr: 5.000e-05, eta: 1 day, 6:47:20, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6776, top5_acc: 0.8547, loss_cls: 1.3944, loss: 1.3944, grad_norm: 17.8799 2020-08-02 14:07:23,603 - mmaction - INFO - Epoch [37][240/2505] lr: 5.000e-05, eta: 1 day, 6:46:34, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8625, loss_cls: 1.3088, loss: 1.3088, grad_norm: 16.7325 2020-08-02 14:08:01,644 - mmaction - INFO - Epoch [37][260/2505] lr: 5.000e-05, eta: 1 day, 6:45:49, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8625, loss_cls: 1.3542, loss: 1.3542, grad_norm: 17.0859 2020-08-02 14:08:39,857 - mmaction - INFO - Epoch [37][280/2505] lr: 5.000e-05, eta: 1 day, 6:45:04, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8734, loss_cls: 1.2822, loss: 1.2822, grad_norm: 17.0405 2020-08-02 14:09:18,113 - mmaction - INFO - Epoch [37][300/2505] lr: 5.000e-05, eta: 1 day, 6:44:19, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8562, loss_cls: 1.3686, loss: 1.3686, grad_norm: 17.7152 2020-08-02 14:09:56,282 - mmaction - INFO - Epoch [37][320/2505] lr: 5.000e-05, eta: 1 day, 6:43:34, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8651, loss_cls: 1.2916, loss: 1.2916, grad_norm: 16.6617 2020-08-02 14:10:34,302 - mmaction - INFO - Epoch [37][340/2505] lr: 5.000e-05, eta: 1 day, 6:42:48, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8583, loss_cls: 1.3239, loss: 1.3239, grad_norm: 17.1885 2020-08-02 14:11:12,283 - mmaction - INFO - Epoch [37][360/2505] lr: 5.000e-05, eta: 1 day, 6:42:03, time: 1.899, data_time: 0.004, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8625, loss_cls: 1.3221, loss: 1.3221, grad_norm: 17.5713 2020-08-02 14:11:50,541 - mmaction - INFO - Epoch [37][380/2505] lr: 5.000e-05, eta: 1 day, 6:41:18, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8708, loss_cls: 1.2355, loss: 1.2355, grad_norm: 17.1921 2020-08-02 14:12:28,414 - mmaction - INFO - Epoch [37][400/2505] lr: 5.000e-05, eta: 1 day, 6:40:32, time: 1.894, data_time: 0.002, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8526, loss_cls: 1.3314, loss: 1.3314, grad_norm: 16.6515 2020-08-02 14:13:06,576 - mmaction - INFO - Epoch [37][420/2505] lr: 5.000e-05, eta: 1 day, 6:39:47, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8542, loss_cls: 1.3490, loss: 1.3490, grad_norm: 17.7904 2020-08-02 14:13:44,727 - mmaction - INFO - Epoch [37][440/2505] lr: 5.000e-05, eta: 1 day, 6:39:02, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8536, loss_cls: 1.3484, loss: 1.3484, grad_norm: 17.3963 2020-08-02 14:14:22,691 - mmaction - INFO - Epoch [37][460/2505] lr: 5.000e-05, eta: 1 day, 6:38:16, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8724, loss_cls: 1.2337, loss: 1.2337, grad_norm: 16.8657 2020-08-02 14:15:00,786 - mmaction - INFO - Epoch [37][480/2505] lr: 5.000e-05, eta: 1 day, 6:37:31, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8536, loss_cls: 1.3485, loss: 1.3485, grad_norm: 17.6521 2020-08-02 14:15:39,012 - mmaction - INFO - Epoch [37][500/2505] lr: 5.000e-05, eta: 1 day, 6:36:46, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8719, loss_cls: 1.2829, loss: 1.2829, grad_norm: 17.4043 2020-08-02 14:16:17,261 - mmaction - INFO - Epoch [37][520/2505] lr: 5.000e-05, eta: 1 day, 6:36:01, time: 1.912, data_time: 0.004, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8594, loss_cls: 1.3485, loss: 1.3485, grad_norm: 16.8348 2020-08-02 14:16:55,511 - mmaction - INFO - Epoch [37][540/2505] lr: 5.000e-05, eta: 1 day, 6:35:16, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8724, loss_cls: 1.2941, loss: 1.2941, grad_norm: 17.9572 2020-08-02 14:17:33,456 - mmaction - INFO - Epoch [37][560/2505] lr: 5.000e-05, eta: 1 day, 6:34:31, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8688, loss_cls: 1.2818, loss: 1.2818, grad_norm: 16.7150 2020-08-02 14:18:11,239 - mmaction - INFO - Epoch [37][580/2505] lr: 5.000e-05, eta: 1 day, 6:33:45, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8734, loss_cls: 1.2651, loss: 1.2651, grad_norm: 16.7187 2020-08-02 14:18:49,130 - mmaction - INFO - Epoch [37][600/2505] lr: 5.000e-05, eta: 1 day, 6:32:59, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8625, loss_cls: 1.3290, loss: 1.3290, grad_norm: 17.3330 2020-08-02 14:19:27,254 - mmaction - INFO - Epoch [37][620/2505] lr: 5.000e-05, eta: 1 day, 6:32:14, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8651, loss_cls: 1.3188, loss: 1.3188, grad_norm: 16.9964 2020-08-02 14:20:05,968 - mmaction - INFO - Epoch [37][640/2505] lr: 5.000e-05, eta: 1 day, 6:31:30, time: 1.936, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8693, loss_cls: 1.3251, loss: 1.3251, grad_norm: 17.6803 2020-08-02 14:20:43,924 - mmaction - INFO - Epoch [37][660/2505] lr: 5.000e-05, eta: 1 day, 6:30:45, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8609, loss_cls: 1.2928, loss: 1.2928, grad_norm: 17.3658 2020-08-02 14:21:21,956 - mmaction - INFO - Epoch [37][680/2505] lr: 5.000e-05, eta: 1 day, 6:30:00, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8755, loss_cls: 1.2230, loss: 1.2230, grad_norm: 17.0959 2020-08-02 14:21:59,931 - mmaction - INFO - Epoch [37][700/2505] lr: 5.000e-05, eta: 1 day, 6:29:14, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8568, loss_cls: 1.3864, loss: 1.3864, grad_norm: 17.1779 2020-08-02 14:22:38,277 - mmaction - INFO - Epoch [37][720/2505] lr: 5.000e-05, eta: 1 day, 6:28:30, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8682, loss_cls: 1.2509, loss: 1.2509, grad_norm: 16.5566 2020-08-02 14:23:16,193 - mmaction - INFO - Epoch [37][740/2505] lr: 5.000e-05, eta: 1 day, 6:27:44, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8630, loss_cls: 1.2890, loss: 1.2890, grad_norm: 17.1820 2020-08-02 14:23:54,241 - mmaction - INFO - Epoch [37][760/2505] lr: 5.000e-05, eta: 1 day, 6:26:59, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8630, loss_cls: 1.3091, loss: 1.3091, grad_norm: 16.7896 2020-08-02 14:24:32,435 - mmaction - INFO - Epoch [37][780/2505] lr: 5.000e-05, eta: 1 day, 6:26:14, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8677, loss_cls: 1.3326, loss: 1.3326, grad_norm: 17.1092 2020-08-02 14:25:10,488 - mmaction - INFO - Epoch [37][800/2505] lr: 5.000e-05, eta: 1 day, 6:25:29, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8672, loss_cls: 1.2900, loss: 1.2900, grad_norm: 16.9421 2020-08-02 14:25:48,684 - mmaction - INFO - Epoch [37][820/2505] lr: 5.000e-05, eta: 1 day, 6:24:44, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8484, loss_cls: 1.3651, loss: 1.3651, grad_norm: 17.2570 2020-08-02 14:26:26,775 - mmaction - INFO - Epoch [37][840/2505] lr: 5.000e-05, eta: 1 day, 6:23:59, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8698, loss_cls: 1.2636, loss: 1.2636, grad_norm: 17.1375 2020-08-02 14:27:04,932 - mmaction - INFO - Epoch [37][860/2505] lr: 5.000e-05, eta: 1 day, 6:23:15, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8745, loss_cls: 1.2299, loss: 1.2299, grad_norm: 16.7766 2020-08-02 14:27:42,982 - mmaction - INFO - Epoch [37][880/2505] lr: 5.000e-05, eta: 1 day, 6:22:29, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8620, loss_cls: 1.3078, loss: 1.3078, grad_norm: 17.1043 2020-08-02 14:28:21,016 - mmaction - INFO - Epoch [37][900/2505] lr: 5.000e-05, eta: 1 day, 6:21:44, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8724, loss_cls: 1.2834, loss: 1.2834, grad_norm: 16.6404 2020-08-02 14:28:59,218 - mmaction - INFO - Epoch [37][920/2505] lr: 5.000e-05, eta: 1 day, 6:21:00, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8630, loss_cls: 1.2858, loss: 1.2858, grad_norm: 16.9873 2020-08-02 14:29:37,156 - mmaction - INFO - Epoch [37][940/2505] lr: 5.000e-05, eta: 1 day, 6:20:14, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8635, loss_cls: 1.3329, loss: 1.3329, grad_norm: 17.6221 2020-08-02 14:30:15,177 - mmaction - INFO - Epoch [37][960/2505] lr: 5.000e-05, eta: 1 day, 6:19:29, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8625, loss_cls: 1.3352, loss: 1.3352, grad_norm: 17.2688 2020-08-02 14:30:53,240 - mmaction - INFO - Epoch [37][980/2505] lr: 5.000e-05, eta: 1 day, 6:18:44, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8646, loss_cls: 1.3081, loss: 1.3081, grad_norm: 17.3926 2020-08-02 14:31:31,139 - mmaction - INFO - Epoch [37][1000/2505] lr: 5.000e-05, eta: 1 day, 6:17:59, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8562, loss_cls: 1.3106, loss: 1.3106, grad_norm: 17.1265 2020-08-02 14:32:08,995 - mmaction - INFO - Epoch [37][1020/2505] lr: 5.000e-05, eta: 1 day, 6:17:13, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8677, loss_cls: 1.2940, loss: 1.2940, grad_norm: 17.3990 2020-08-02 14:32:47,222 - mmaction - INFO - Epoch [37][1040/2505] lr: 5.000e-05, eta: 1 day, 6:16:29, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8641, loss_cls: 1.3095, loss: 1.3095, grad_norm: 17.3294 2020-08-02 14:33:25,257 - mmaction - INFO - Epoch [37][1060/2505] lr: 5.000e-05, eta: 1 day, 6:15:44, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8745, loss_cls: 1.3100, loss: 1.3100, grad_norm: 17.5301 2020-08-02 14:34:03,251 - mmaction - INFO - Epoch [37][1080/2505] lr: 5.000e-05, eta: 1 day, 6:14:59, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8802, loss_cls: 1.1925, loss: 1.1925, grad_norm: 16.6874 2020-08-02 14:34:41,206 - mmaction - INFO - Epoch [37][1100/2505] lr: 5.000e-05, eta: 1 day, 6:14:13, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8667, loss_cls: 1.3134, loss: 1.3134, grad_norm: 16.9875 2020-08-02 14:35:19,156 - mmaction - INFO - Epoch [37][1120/2505] lr: 5.000e-05, eta: 1 day, 6:13:28, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8562, loss_cls: 1.3485, loss: 1.3485, grad_norm: 17.9836 2020-08-02 14:35:57,224 - mmaction - INFO - Epoch [37][1140/2505] lr: 5.000e-05, eta: 1 day, 6:12:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8698, loss_cls: 1.3086, loss: 1.3086, grad_norm: 17.2030 2020-08-02 14:36:35,261 - mmaction - INFO - Epoch [37][1160/2505] lr: 5.000e-05, eta: 1 day, 6:11:58, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8500, loss_cls: 1.3331, loss: 1.3331, grad_norm: 16.7277 2020-08-02 14:37:13,252 - mmaction - INFO - Epoch [37][1180/2505] lr: 5.000e-05, eta: 1 day, 6:11:13, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8698, loss_cls: 1.2808, loss: 1.2808, grad_norm: 17.2167 2020-08-02 14:37:51,124 - mmaction - INFO - Epoch [37][1200/2505] lr: 5.000e-05, eta: 1 day, 6:10:28, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8682, loss_cls: 1.3431, loss: 1.3431, grad_norm: 17.1456 2020-08-02 14:38:28,975 - mmaction - INFO - Epoch [37][1220/2505] lr: 5.000e-05, eta: 1 day, 6:09:43, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8510, loss_cls: 1.3573, loss: 1.3573, grad_norm: 17.4344 2020-08-02 14:39:06,809 - mmaction - INFO - Epoch [37][1240/2505] lr: 5.000e-05, eta: 1 day, 6:08:57, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8698, loss_cls: 1.2562, loss: 1.2562, grad_norm: 17.0593 2020-08-02 14:39:44,812 - mmaction - INFO - Epoch [37][1260/2505] lr: 5.000e-05, eta: 1 day, 6:08:12, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8740, loss_cls: 1.2587, loss: 1.2587, grad_norm: 16.8012 2020-08-02 14:40:22,808 - mmaction - INFO - Epoch [37][1280/2505] lr: 5.000e-05, eta: 1 day, 6:07:27, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8604, loss_cls: 1.2830, loss: 1.2830, grad_norm: 16.8674 2020-08-02 14:41:00,786 - mmaction - INFO - Epoch [37][1300/2505] lr: 5.000e-05, eta: 1 day, 6:06:42, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8490, loss_cls: 1.3612, loss: 1.3612, grad_norm: 17.6933 2020-08-02 14:41:38,744 - mmaction - INFO - Epoch [37][1320/2505] lr: 5.000e-05, eta: 1 day, 6:05:57, time: 1.898, data_time: 0.000, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8651, loss_cls: 1.2995, loss: 1.2995, grad_norm: 16.9720 2020-08-02 14:42:16,914 - mmaction - INFO - Epoch [37][1340/2505] lr: 5.000e-05, eta: 1 day, 6:05:13, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3629, loss: 1.3629, grad_norm: 17.4050 2020-08-02 14:42:55,007 - mmaction - INFO - Epoch [37][1360/2505] lr: 5.000e-05, eta: 1 day, 6:04:28, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8516, loss_cls: 1.3364, loss: 1.3364, grad_norm: 17.1076 2020-08-02 14:43:33,077 - mmaction - INFO - Epoch [37][1380/2505] lr: 5.000e-05, eta: 1 day, 6:03:43, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8547, loss_cls: 1.3847, loss: 1.3847, grad_norm: 17.6303 2020-08-02 14:44:11,029 - mmaction - INFO - Epoch [37][1400/2505] lr: 5.000e-05, eta: 1 day, 6:02:58, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8667, loss_cls: 1.2998, loss: 1.2998, grad_norm: 17.6180 2020-08-02 14:44:48,934 - mmaction - INFO - Epoch [37][1420/2505] lr: 5.000e-05, eta: 1 day, 6:02:13, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6807, top5_acc: 0.8526, loss_cls: 1.3952, loss: 1.3952, grad_norm: 17.5408 2020-08-02 14:45:27,091 - mmaction - INFO - Epoch [37][1440/2505] lr: 5.000e-05, eta: 1 day, 6:01:28, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6818, top5_acc: 0.8458, loss_cls: 1.4154, loss: 1.4154, grad_norm: 17.4125 2020-08-02 14:46:05,241 - mmaction - INFO - Epoch [37][1460/2505] lr: 5.000e-05, eta: 1 day, 6:00:44, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8672, loss_cls: 1.2910, loss: 1.2910, grad_norm: 16.7999 2020-08-02 14:46:44,056 - mmaction - INFO - Epoch [37][1480/2505] lr: 5.000e-05, eta: 1 day, 6:00:01, time: 1.941, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8604, loss_cls: 1.3537, loss: 1.3537, grad_norm: 17.1903 2020-08-02 14:47:22,277 - mmaction - INFO - Epoch [37][1500/2505] lr: 5.000e-05, eta: 1 day, 5:59:16, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8661, loss_cls: 1.3088, loss: 1.3088, grad_norm: 17.4367 2020-08-02 14:48:00,374 - mmaction - INFO - Epoch [37][1520/2505] lr: 5.000e-05, eta: 1 day, 5:58:31, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8672, loss_cls: 1.2933, loss: 1.2933, grad_norm: 16.4885 2020-08-02 14:48:38,761 - mmaction - INFO - Epoch [37][1540/2505] lr: 5.000e-05, eta: 1 day, 5:57:47, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8625, loss_cls: 1.2734, loss: 1.2734, grad_norm: 16.8992 2020-08-02 14:49:17,004 - mmaction - INFO - Epoch [37][1560/2505] lr: 5.000e-05, eta: 1 day, 5:57:03, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6755, top5_acc: 0.8542, loss_cls: 1.3881, loss: 1.3881, grad_norm: 17.2911 2020-08-02 14:49:54,936 - mmaction - INFO - Epoch [37][1580/2505] lr: 5.000e-05, eta: 1 day, 5:56:18, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8589, loss_cls: 1.3179, loss: 1.3179, grad_norm: 17.0598 2020-08-02 14:50:32,915 - mmaction - INFO - Epoch [37][1600/2505] lr: 5.000e-05, eta: 1 day, 5:55:33, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8714, loss_cls: 1.2592, loss: 1.2592, grad_norm: 17.1196 2020-08-02 14:51:10,983 - mmaction - INFO - Epoch [37][1620/2505] lr: 5.000e-05, eta: 1 day, 5:54:49, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8620, loss_cls: 1.3116, loss: 1.3116, grad_norm: 16.6754 2020-08-02 14:51:48,852 - mmaction - INFO - Epoch [37][1640/2505] lr: 5.000e-05, eta: 1 day, 5:54:03, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2694, loss: 1.2694, grad_norm: 16.9787 2020-08-02 14:52:26,727 - mmaction - INFO - Epoch [37][1660/2505] lr: 5.000e-05, eta: 1 day, 5:53:18, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8568, loss_cls: 1.3675, loss: 1.3675, grad_norm: 17.5447 2020-08-02 14:53:04,639 - mmaction - INFO - Epoch [37][1680/2505] lr: 5.000e-05, eta: 1 day, 5:52:33, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8667, loss_cls: 1.2805, loss: 1.2805, grad_norm: 16.5654 2020-08-02 14:53:42,440 - mmaction - INFO - Epoch [37][1700/2505] lr: 5.000e-05, eta: 1 day, 5:51:48, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8495, loss_cls: 1.3456, loss: 1.3456, grad_norm: 16.6629 2020-08-02 14:54:20,239 - mmaction - INFO - Epoch [37][1720/2505] lr: 5.000e-05, eta: 1 day, 5:51:03, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8573, loss_cls: 1.3499, loss: 1.3499, grad_norm: 17.1431 2020-08-02 14:54:58,188 - mmaction - INFO - Epoch [37][1740/2505] lr: 5.000e-05, eta: 1 day, 5:50:18, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8750, loss_cls: 1.2526, loss: 1.2526, grad_norm: 16.9695 2020-08-02 14:55:36,032 - mmaction - INFO - Epoch [37][1760/2505] lr: 5.000e-05, eta: 1 day, 5:49:33, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8667, loss_cls: 1.2736, loss: 1.2736, grad_norm: 17.3408 2020-08-02 14:56:13,838 - mmaction - INFO - Epoch [37][1780/2505] lr: 5.000e-05, eta: 1 day, 5:48:48, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.3277, loss: 1.3277, grad_norm: 17.3400 2020-08-02 14:56:51,696 - mmaction - INFO - Epoch [37][1800/2505] lr: 5.000e-05, eta: 1 day, 5:48:03, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8583, loss_cls: 1.3315, loss: 1.3315, grad_norm: 16.9181 2020-08-02 14:57:29,701 - mmaction - INFO - Epoch [37][1820/2505] lr: 5.000e-05, eta: 1 day, 5:47:18, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8557, loss_cls: 1.3566, loss: 1.3566, grad_norm: 17.0508 2020-08-02 14:58:07,669 - mmaction - INFO - Epoch [37][1840/2505] lr: 5.000e-05, eta: 1 day, 5:46:34, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8750, loss_cls: 1.2535, loss: 1.2535, grad_norm: 16.3123 2020-08-02 14:58:45,646 - mmaction - INFO - Epoch [37][1860/2505] lr: 5.000e-05, eta: 1 day, 5:45:49, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8755, loss_cls: 1.2965, loss: 1.2965, grad_norm: 16.6459 2020-08-02 14:59:23,609 - mmaction - INFO - Epoch [37][1880/2505] lr: 5.000e-05, eta: 1 day, 5:45:04, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8865, loss_cls: 1.1715, loss: 1.1715, grad_norm: 16.7999 2020-08-02 15:00:01,439 - mmaction - INFO - Epoch [37][1900/2505] lr: 5.000e-05, eta: 1 day, 5:44:19, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8677, loss_cls: 1.2883, loss: 1.2883, grad_norm: 17.2490 2020-08-02 15:00:40,379 - mmaction - INFO - Epoch [37][1920/2505] lr: 5.000e-05, eta: 1 day, 5:43:36, time: 1.946, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8656, loss_cls: 1.2449, loss: 1.2449, grad_norm: 16.8569 2020-08-02 15:01:18,234 - mmaction - INFO - Epoch [37][1940/2505] lr: 5.000e-05, eta: 1 day, 5:42:51, time: 1.893, data_time: 0.004, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8688, loss_cls: 1.2883, loss: 1.2883, grad_norm: 17.2764 2020-08-02 15:01:55,984 - mmaction - INFO - Epoch [37][1960/2505] lr: 5.000e-05, eta: 1 day, 5:42:06, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8620, loss_cls: 1.3519, loss: 1.3519, grad_norm: 17.4724 2020-08-02 15:02:33,850 - mmaction - INFO - Epoch [37][1980/2505] lr: 5.000e-05, eta: 1 day, 5:41:21, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8630, loss_cls: 1.2719, loss: 1.2719, grad_norm: 16.9904 2020-08-02 15:03:11,698 - mmaction - INFO - Epoch [37][2000/2505] lr: 5.000e-05, eta: 1 day, 5:40:36, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8578, loss_cls: 1.3096, loss: 1.3096, grad_norm: 17.2279 2020-08-02 15:03:49,548 - mmaction - INFO - Epoch [37][2020/2505] lr: 5.000e-05, eta: 1 day, 5:39:52, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8578, loss_cls: 1.3573, loss: 1.3573, grad_norm: 16.7429 2020-08-02 15:04:27,265 - mmaction - INFO - Epoch [37][2040/2505] lr: 5.000e-05, eta: 1 day, 5:39:06, time: 1.886, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8724, loss_cls: 1.2629, loss: 1.2629, grad_norm: 16.6859 2020-08-02 15:05:05,237 - mmaction - INFO - Epoch [37][2060/2505] lr: 5.000e-05, eta: 1 day, 5:38:22, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8531, loss_cls: 1.3650, loss: 1.3650, grad_norm: 17.5042 2020-08-02 15:05:43,145 - mmaction - INFO - Epoch [37][2080/2505] lr: 5.000e-05, eta: 1 day, 5:37:37, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8776, loss_cls: 1.2259, loss: 1.2259, grad_norm: 17.0790 2020-08-02 15:06:21,126 - mmaction - INFO - Epoch [37][2100/2505] lr: 5.000e-05, eta: 1 day, 5:36:52, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8620, loss_cls: 1.3333, loss: 1.3333, grad_norm: 17.2362 2020-08-02 15:06:59,028 - mmaction - INFO - Epoch [37][2120/2505] lr: 5.000e-05, eta: 1 day, 5:36:08, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8542, loss_cls: 1.3473, loss: 1.3473, grad_norm: 17.7186 2020-08-02 15:07:36,919 - mmaction - INFO - Epoch [37][2140/2505] lr: 5.000e-05, eta: 1 day, 5:35:23, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8635, loss_cls: 1.3498, loss: 1.3498, grad_norm: 17.5221 2020-08-02 15:08:14,798 - mmaction - INFO - Epoch [37][2160/2505] lr: 5.000e-05, eta: 1 day, 5:34:38, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6797, top5_acc: 0.8422, loss_cls: 1.4463, loss: 1.4463, grad_norm: 17.5739 2020-08-02 15:08:52,675 - mmaction - INFO - Epoch [37][2180/2505] lr: 5.000e-05, eta: 1 day, 5:33:53, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8599, loss_cls: 1.2996, loss: 1.2996, grad_norm: 16.8949 2020-08-02 15:09:30,463 - mmaction - INFO - Epoch [37][2200/2505] lr: 5.000e-05, eta: 1 day, 5:33:08, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8745, loss_cls: 1.2706, loss: 1.2706, grad_norm: 17.1437 2020-08-02 15:10:08,225 - mmaction - INFO - Epoch [37][2220/2505] lr: 5.000e-05, eta: 1 day, 5:32:23, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8661, loss_cls: 1.3339, loss: 1.3339, grad_norm: 17.6803 2020-08-02 15:10:46,085 - mmaction - INFO - Epoch [37][2240/2505] lr: 5.000e-05, eta: 1 day, 5:31:39, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8630, loss_cls: 1.3855, loss: 1.3855, grad_norm: 17.3582 2020-08-02 15:11:23,795 - mmaction - INFO - Epoch [37][2260/2505] lr: 5.000e-05, eta: 1 day, 5:30:54, time: 1.886, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8521, loss_cls: 1.3868, loss: 1.3868, grad_norm: 17.5447 2020-08-02 15:12:01,664 - mmaction - INFO - Epoch [37][2280/2505] lr: 5.000e-05, eta: 1 day, 5:30:09, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8661, loss_cls: 1.3020, loss: 1.3020, grad_norm: 16.5000 2020-08-02 15:12:39,733 - mmaction - INFO - Epoch [37][2300/2505] lr: 5.000e-05, eta: 1 day, 5:29:25, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8724, loss_cls: 1.2970, loss: 1.2970, grad_norm: 17.4513 2020-08-02 15:13:17,637 - mmaction - INFO - Epoch [37][2320/2505] lr: 5.000e-05, eta: 1 day, 5:28:40, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8682, loss_cls: 1.2570, loss: 1.2570, grad_norm: 16.3293 2020-08-02 15:13:55,788 - mmaction - INFO - Epoch [37][2340/2505] lr: 5.000e-05, eta: 1 day, 5:27:56, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8635, loss_cls: 1.3571, loss: 1.3571, grad_norm: 17.0640 2020-08-02 15:14:33,738 - mmaction - INFO - Epoch [37][2360/2505] lr: 5.000e-05, eta: 1 day, 5:27:11, time: 1.898, data_time: 0.002, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8771, loss_cls: 1.2568, loss: 1.2568, grad_norm: 17.3702 2020-08-02 15:15:11,611 - mmaction - INFO - Epoch [37][2380/2505] lr: 5.000e-05, eta: 1 day, 5:26:26, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8771, loss_cls: 1.2425, loss: 1.2425, grad_norm: 16.9830 2020-08-02 15:15:49,515 - mmaction - INFO - Epoch [37][2400/2505] lr: 5.000e-05, eta: 1 day, 5:25:42, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6802, top5_acc: 0.8453, loss_cls: 1.4226, loss: 1.4226, grad_norm: 18.3787 2020-08-02 15:16:28,233 - mmaction - INFO - Epoch [37][2420/2505] lr: 5.000e-05, eta: 1 day, 5:24:59, time: 1.936, data_time: 0.005, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8568, loss_cls: 1.3411, loss: 1.3411, grad_norm: 17.6110 2020-08-02 15:17:06,058 - mmaction - INFO - Epoch [37][2440/2505] lr: 5.000e-05, eta: 1 day, 5:24:14, time: 1.892, data_time: 0.006, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8745, loss_cls: 1.2825, loss: 1.2825, grad_norm: 17.1602 2020-08-02 15:17:43,914 - mmaction - INFO - Epoch [37][2460/2505] lr: 5.000e-05, eta: 1 day, 5:23:29, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8432, loss_cls: 1.3969, loss: 1.3969, grad_norm: 17.0377 2020-08-02 15:18:21,703 - mmaction - INFO - Epoch [37][2480/2505] lr: 5.000e-05, eta: 1 day, 5:22:45, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8552, loss_cls: 1.3451, loss: 1.3451, grad_norm: 16.8730 2020-08-02 15:18:59,486 - mmaction - INFO - Epoch [37][2500/2505] lr: 5.000e-05, eta: 1 day, 5:22:00, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8682, loss_cls: 1.2966, loss: 1.2966, grad_norm: 16.9263 2020-08-02 15:20:25,436 - mmaction - INFO - Epoch [38][20/2505] lr: 5.000e-05, eta: 1 day, 5:21:54, time: 3.666, data_time: 1.691, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8573, loss_cls: 1.3387, loss: 1.3387, grad_norm: 17.0721 2020-08-02 15:21:03,835 - mmaction - INFO - Epoch [38][40/2505] lr: 5.000e-05, eta: 1 day, 5:21:10, time: 1.920, data_time: 0.009, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8719, loss_cls: 1.2774, loss: 1.2774, grad_norm: 17.3004 2020-08-02 15:21:42,151 - mmaction - INFO - Epoch [38][60/2505] lr: 5.000e-05, eta: 1 day, 5:20:26, time: 1.916, data_time: 0.002, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8693, loss_cls: 1.2598, loss: 1.2598, grad_norm: 16.9636 2020-08-02 15:22:20,090 - mmaction - INFO - Epoch [38][80/2505] lr: 5.000e-05, eta: 1 day, 5:19:42, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8688, loss_cls: 1.2815, loss: 1.2815, grad_norm: 16.8711 2020-08-02 15:22:58,274 - mmaction - INFO - Epoch [38][100/2505] lr: 5.000e-05, eta: 1 day, 5:18:58, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8620, loss_cls: 1.2926, loss: 1.2926, grad_norm: 16.2569 2020-08-02 15:23:36,485 - mmaction - INFO - Epoch [38][120/2505] lr: 5.000e-05, eta: 1 day, 5:18:14, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8589, loss_cls: 1.3319, loss: 1.3319, grad_norm: 17.3347 2020-08-02 15:24:14,676 - mmaction - INFO - Epoch [38][140/2505] lr: 5.000e-05, eta: 1 day, 5:17:30, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8661, loss_cls: 1.3012, loss: 1.3012, grad_norm: 17.0506 2020-08-02 15:24:52,756 - mmaction - INFO - Epoch [38][160/2505] lr: 5.000e-05, eta: 1 day, 5:16:45, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8729, loss_cls: 1.2232, loss: 1.2232, grad_norm: 16.6517 2020-08-02 15:25:30,852 - mmaction - INFO - Epoch [38][180/2505] lr: 5.000e-05, eta: 1 day, 5:16:01, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8776, loss_cls: 1.2751, loss: 1.2751, grad_norm: 17.1939 2020-08-02 15:26:08,950 - mmaction - INFO - Epoch [38][200/2505] lr: 5.000e-05, eta: 1 day, 5:15:17, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8630, loss_cls: 1.2907, loss: 1.2907, grad_norm: 17.3266 2020-08-02 15:26:47,140 - mmaction - INFO - Epoch [38][220/2505] lr: 5.000e-05, eta: 1 day, 5:14:33, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.2698, loss: 1.2698, grad_norm: 16.6255 2020-08-02 15:27:24,980 - mmaction - INFO - Epoch [38][240/2505] lr: 5.000e-05, eta: 1 day, 5:13:49, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8740, loss_cls: 1.3075, loss: 1.3075, grad_norm: 17.3514 2020-08-02 15:28:03,055 - mmaction - INFO - Epoch [38][260/2505] lr: 5.000e-05, eta: 1 day, 5:13:04, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8719, loss_cls: 1.2762, loss: 1.2762, grad_norm: 17.3517 2020-08-02 15:28:40,990 - mmaction - INFO - Epoch [38][280/2505] lr: 5.000e-05, eta: 1 day, 5:12:20, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8698, loss_cls: 1.2872, loss: 1.2872, grad_norm: 17.0114 2020-08-02 15:29:19,007 - mmaction - INFO - Epoch [38][300/2505] lr: 5.000e-05, eta: 1 day, 5:11:36, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2878, loss: 1.2878, grad_norm: 16.9430 2020-08-02 15:29:57,088 - mmaction - INFO - Epoch [38][320/2505] lr: 5.000e-05, eta: 1 day, 5:10:52, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8630, loss_cls: 1.3538, loss: 1.3538, grad_norm: 17.1200 2020-08-02 15:30:35,204 - mmaction - INFO - Epoch [38][340/2505] lr: 5.000e-05, eta: 1 day, 5:10:07, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8740, loss_cls: 1.2739, loss: 1.2739, grad_norm: 16.9366 2020-08-02 15:31:13,285 - mmaction - INFO - Epoch [38][360/2505] lr: 5.000e-05, eta: 1 day, 5:09:23, time: 1.904, data_time: 0.002, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8693, loss_cls: 1.2835, loss: 1.2835, grad_norm: 16.6621 2020-08-02 15:31:51,351 - mmaction - INFO - Epoch [38][380/2505] lr: 5.000e-05, eta: 1 day, 5:08:39, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8625, loss_cls: 1.3445, loss: 1.3445, grad_norm: 17.2211 2020-08-02 15:32:29,262 - mmaction - INFO - Epoch [38][400/2505] lr: 5.000e-05, eta: 1 day, 5:07:55, time: 1.895, data_time: 0.000, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3454, loss: 1.3454, grad_norm: 17.0080 2020-08-02 15:33:07,384 - mmaction - INFO - Epoch [38][420/2505] lr: 5.000e-05, eta: 1 day, 5:07:11, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8589, loss_cls: 1.2965, loss: 1.2965, grad_norm: 16.5804 2020-08-02 15:33:45,432 - mmaction - INFO - Epoch [38][440/2505] lr: 5.000e-05, eta: 1 day, 5:06:27, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8536, loss_cls: 1.3560, loss: 1.3560, grad_norm: 16.9516 2020-08-02 15:34:23,623 - mmaction - INFO - Epoch [38][460/2505] lr: 5.000e-05, eta: 1 day, 5:05:43, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8776, loss_cls: 1.2359, loss: 1.2359, grad_norm: 17.3698 2020-08-02 15:35:01,655 - mmaction - INFO - Epoch [38][480/2505] lr: 5.000e-05, eta: 1 day, 5:04:59, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.3162, loss: 1.3162, grad_norm: 17.1489 2020-08-02 15:35:39,717 - mmaction - INFO - Epoch [38][500/2505] lr: 5.000e-05, eta: 1 day, 5:04:15, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8667, loss_cls: 1.2939, loss: 1.2939, grad_norm: 16.5645 2020-08-02 15:36:17,725 - mmaction - INFO - Epoch [38][520/2505] lr: 5.000e-05, eta: 1 day, 5:03:30, time: 1.901, data_time: 0.003, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8724, loss_cls: 1.2508, loss: 1.2508, grad_norm: 16.8533 2020-08-02 15:36:55,600 - mmaction - INFO - Epoch [38][540/2505] lr: 5.000e-05, eta: 1 day, 5:02:46, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8568, loss_cls: 1.3423, loss: 1.3423, grad_norm: 17.3440 2020-08-02 15:37:33,524 - mmaction - INFO - Epoch [38][560/2505] lr: 5.000e-05, eta: 1 day, 5:02:02, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8807, loss_cls: 1.2427, loss: 1.2427, grad_norm: 17.2632 2020-08-02 15:38:11,461 - mmaction - INFO - Epoch [38][580/2505] lr: 5.000e-05, eta: 1 day, 5:01:17, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8604, loss_cls: 1.3528, loss: 1.3528, grad_norm: 18.0207 2020-08-02 15:38:49,501 - mmaction - INFO - Epoch [38][600/2505] lr: 5.000e-05, eta: 1 day, 5:00:33, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8792, loss_cls: 1.2231, loss: 1.2231, grad_norm: 16.7976 2020-08-02 15:39:27,586 - mmaction - INFO - Epoch [38][620/2505] lr: 5.000e-05, eta: 1 day, 4:59:49, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8688, loss_cls: 1.3150, loss: 1.3150, grad_norm: 17.6524 2020-08-02 15:40:05,639 - mmaction - INFO - Epoch [38][640/2505] lr: 5.000e-05, eta: 1 day, 4:59:05, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8682, loss_cls: 1.3130, loss: 1.3130, grad_norm: 17.6156 2020-08-02 15:40:43,724 - mmaction - INFO - Epoch [38][660/2505] lr: 5.000e-05, eta: 1 day, 4:58:21, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8766, loss_cls: 1.2874, loss: 1.2874, grad_norm: 18.0947 2020-08-02 15:41:21,831 - mmaction - INFO - Epoch [38][680/2505] lr: 5.000e-05, eta: 1 day, 4:57:37, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8698, loss_cls: 1.3041, loss: 1.3041, grad_norm: 17.5594 2020-08-02 15:42:00,036 - mmaction - INFO - Epoch [38][700/2505] lr: 5.000e-05, eta: 1 day, 4:56:54, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8734, loss_cls: 1.2477, loss: 1.2477, grad_norm: 16.7172 2020-08-02 15:42:38,086 - mmaction - INFO - Epoch [38][720/2505] lr: 5.000e-05, eta: 1 day, 4:56:10, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8604, loss_cls: 1.3050, loss: 1.3050, grad_norm: 17.2522 2020-08-02 15:43:16,216 - mmaction - INFO - Epoch [38][740/2505] lr: 5.000e-05, eta: 1 day, 4:55:26, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8661, loss_cls: 1.2618, loss: 1.2618, grad_norm: 17.1202 2020-08-02 15:43:54,400 - mmaction - INFO - Epoch [38][760/2505] lr: 5.000e-05, eta: 1 day, 4:54:42, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8724, loss_cls: 1.2922, loss: 1.2922, grad_norm: 17.6045 2020-08-02 15:44:32,644 - mmaction - INFO - Epoch [38][780/2505] lr: 5.000e-05, eta: 1 day, 4:53:58, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8677, loss_cls: 1.2861, loss: 1.2861, grad_norm: 16.8913 2020-08-02 15:45:10,634 - mmaction - INFO - Epoch [38][800/2505] lr: 5.000e-05, eta: 1 day, 4:53:14, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8620, loss_cls: 1.3181, loss: 1.3181, grad_norm: 16.9750 2020-08-02 15:45:48,505 - mmaction - INFO - Epoch [38][820/2505] lr: 5.000e-05, eta: 1 day, 4:52:30, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8724, loss_cls: 1.3031, loss: 1.3031, grad_norm: 17.1333 2020-08-02 15:46:26,486 - mmaction - INFO - Epoch [38][840/2505] lr: 5.000e-05, eta: 1 day, 4:51:46, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8557, loss_cls: 1.3571, loss: 1.3571, grad_norm: 18.2425 2020-08-02 15:47:04,514 - mmaction - INFO - Epoch [38][860/2505] lr: 5.000e-05, eta: 1 day, 4:51:02, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8630, loss_cls: 1.3191, loss: 1.3191, grad_norm: 17.3550 2020-08-02 15:47:42,650 - mmaction - INFO - Epoch [38][880/2505] lr: 5.000e-05, eta: 1 day, 4:50:18, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6818, top5_acc: 0.8464, loss_cls: 1.4137, loss: 1.4137, grad_norm: 17.7356 2020-08-02 15:48:20,705 - mmaction - INFO - Epoch [38][900/2505] lr: 5.000e-05, eta: 1 day, 4:49:34, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.3400, loss: 1.3400, grad_norm: 17.7674 2020-08-02 15:48:58,875 - mmaction - INFO - Epoch [38][920/2505] lr: 5.000e-05, eta: 1 day, 4:48:50, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8641, loss_cls: 1.3327, loss: 1.3327, grad_norm: 17.3938 2020-08-02 15:49:36,791 - mmaction - INFO - Epoch [38][940/2505] lr: 5.000e-05, eta: 1 day, 4:48:06, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8672, loss_cls: 1.3040, loss: 1.3040, grad_norm: 17.4003 2020-08-02 15:50:14,902 - mmaction - INFO - Epoch [38][960/2505] lr: 5.000e-05, eta: 1 day, 4:47:22, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8755, loss_cls: 1.2725, loss: 1.2725, grad_norm: 17.1519 2020-08-02 15:50:53,046 - mmaction - INFO - Epoch [38][980/2505] lr: 5.000e-05, eta: 1 day, 4:46:39, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8479, loss_cls: 1.3653, loss: 1.3653, grad_norm: 17.5430 2020-08-02 15:51:31,248 - mmaction - INFO - Epoch [38][1000/2505] lr: 5.000e-05, eta: 1 day, 4:45:55, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8516, loss_cls: 1.3600, loss: 1.3600, grad_norm: 17.3564 2020-08-02 15:52:09,271 - mmaction - INFO - Epoch [38][1020/2505] lr: 5.000e-05, eta: 1 day, 4:45:11, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8646, loss_cls: 1.2975, loss: 1.2975, grad_norm: 17.0063 2020-08-02 15:52:47,501 - mmaction - INFO - Epoch [38][1040/2505] lr: 5.000e-05, eta: 1 day, 4:44:27, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8729, loss_cls: 1.2784, loss: 1.2784, grad_norm: 16.7854 2020-08-02 15:53:25,578 - mmaction - INFO - Epoch [38][1060/2505] lr: 5.000e-05, eta: 1 day, 4:43:44, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8542, loss_cls: 1.3685, loss: 1.3685, grad_norm: 17.4968 2020-08-02 15:54:03,528 - mmaction - INFO - Epoch [38][1080/2505] lr: 5.000e-05, eta: 1 day, 4:43:00, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8568, loss_cls: 1.3549, loss: 1.3549, grad_norm: 17.2253 2020-08-02 15:54:41,748 - mmaction - INFO - Epoch [38][1100/2505] lr: 5.000e-05, eta: 1 day, 4:42:16, time: 1.911, data_time: 0.000, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8536, loss_cls: 1.3605, loss: 1.3605, grad_norm: 17.4283 2020-08-02 15:55:19,814 - mmaction - INFO - Epoch [38][1120/2505] lr: 5.000e-05, eta: 1 day, 4:41:32, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8479, loss_cls: 1.3575, loss: 1.3575, grad_norm: 17.4433 2020-08-02 15:55:57,723 - mmaction - INFO - Epoch [38][1140/2505] lr: 5.000e-05, eta: 1 day, 4:40:48, time: 1.895, data_time: 0.002, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8698, loss_cls: 1.2785, loss: 1.2785, grad_norm: 17.4808 2020-08-02 15:56:35,784 - mmaction - INFO - Epoch [38][1160/2505] lr: 5.000e-05, eta: 1 day, 4:40:04, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8557, loss_cls: 1.3598, loss: 1.3598, grad_norm: 17.5801 2020-08-02 15:57:14,050 - mmaction - INFO - Epoch [38][1180/2505] lr: 5.000e-05, eta: 1 day, 4:39:21, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8635, loss_cls: 1.3439, loss: 1.3439, grad_norm: 17.3796 2020-08-02 15:57:52,251 - mmaction - INFO - Epoch [38][1200/2505] lr: 5.000e-05, eta: 1 day, 4:38:37, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8630, loss_cls: 1.3506, loss: 1.3506, grad_norm: 18.1577 2020-08-02 15:58:30,236 - mmaction - INFO - Epoch [38][1220/2505] lr: 5.000e-05, eta: 1 day, 4:37:53, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8641, loss_cls: 1.3070, loss: 1.3070, grad_norm: 16.6365 2020-08-02 15:59:08,136 - mmaction - INFO - Epoch [38][1240/2505] lr: 5.000e-05, eta: 1 day, 4:37:09, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8568, loss_cls: 1.3811, loss: 1.3811, grad_norm: 17.4576 2020-08-02 15:59:46,194 - mmaction - INFO - Epoch [38][1260/2505] lr: 5.000e-05, eta: 1 day, 4:36:25, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8745, loss_cls: 1.2602, loss: 1.2602, grad_norm: 17.0694 2020-08-02 16:00:26,611 - mmaction - INFO - Epoch [38][1280/2505] lr: 5.000e-05, eta: 1 day, 4:35:46, time: 2.020, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8552, loss_cls: 1.3453, loss: 1.3453, grad_norm: 17.1484 2020-08-02 16:01:04,783 - mmaction - INFO - Epoch [38][1300/2505] lr: 5.000e-05, eta: 1 day, 4:35:02, time: 1.909, data_time: 0.006, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8562, loss_cls: 1.3508, loss: 1.3508, grad_norm: 17.0958 2020-08-02 16:01:42,838 - mmaction - INFO - Epoch [38][1320/2505] lr: 5.000e-05, eta: 1 day, 4:34:19, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8646, loss_cls: 1.3198, loss: 1.3198, grad_norm: 17.4136 2020-08-02 16:02:20,747 - mmaction - INFO - Epoch [38][1340/2505] lr: 5.000e-05, eta: 1 day, 4:33:35, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8651, loss_cls: 1.3069, loss: 1.3069, grad_norm: 17.3779 2020-08-02 16:02:58,755 - mmaction - INFO - Epoch [38][1360/2505] lr: 5.000e-05, eta: 1 day, 4:32:51, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8661, loss_cls: 1.2948, loss: 1.2948, grad_norm: 16.6747 2020-08-02 16:03:36,961 - mmaction - INFO - Epoch [38][1380/2505] lr: 5.000e-05, eta: 1 day, 4:32:07, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8568, loss_cls: 1.3674, loss: 1.3674, grad_norm: 17.6593 2020-08-02 16:04:15,163 - mmaction - INFO - Epoch [38][1400/2505] lr: 5.000e-05, eta: 1 day, 4:31:24, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8786, loss_cls: 1.2722, loss: 1.2722, grad_norm: 17.2051 2020-08-02 16:04:53,153 - mmaction - INFO - Epoch [38][1420/2505] lr: 5.000e-05, eta: 1 day, 4:30:40, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8604, loss_cls: 1.3481, loss: 1.3481, grad_norm: 17.6043 2020-08-02 16:05:31,608 - mmaction - INFO - Epoch [38][1440/2505] lr: 5.000e-05, eta: 1 day, 4:29:57, time: 1.923, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8563, loss_cls: 1.3565, loss: 1.3565, grad_norm: 17.3267 2020-08-02 16:06:09,718 - mmaction - INFO - Epoch [38][1460/2505] lr: 5.000e-05, eta: 1 day, 4:29:13, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8562, loss_cls: 1.3128, loss: 1.3128, grad_norm: 16.7933 2020-08-02 16:06:47,766 - mmaction - INFO - Epoch [38][1480/2505] lr: 5.000e-05, eta: 1 day, 4:28:29, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8781, loss_cls: 1.2413, loss: 1.2413, grad_norm: 17.2186 2020-08-02 16:07:25,947 - mmaction - INFO - Epoch [38][1500/2505] lr: 5.000e-05, eta: 1 day, 4:27:46, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8604, loss_cls: 1.3135, loss: 1.3135, grad_norm: 17.0637 2020-08-02 16:08:04,193 - mmaction - INFO - Epoch [38][1520/2505] lr: 5.000e-05, eta: 1 day, 4:27:03, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8667, loss_cls: 1.3034, loss: 1.3034, grad_norm: 17.1369 2020-08-02 16:08:42,259 - mmaction - INFO - Epoch [38][1540/2505] lr: 5.000e-05, eta: 1 day, 4:26:19, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8552, loss_cls: 1.3517, loss: 1.3517, grad_norm: 17.7519 2020-08-02 16:09:20,404 - mmaction - INFO - Epoch [38][1560/2505] lr: 5.000e-05, eta: 1 day, 4:25:35, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8661, loss_cls: 1.2811, loss: 1.2811, grad_norm: 17.2718 2020-08-02 16:09:58,612 - mmaction - INFO - Epoch [38][1580/2505] lr: 5.000e-05, eta: 1 day, 4:24:52, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8760, loss_cls: 1.2621, loss: 1.2621, grad_norm: 17.3742 2020-08-02 16:10:36,866 - mmaction - INFO - Epoch [38][1600/2505] lr: 5.000e-05, eta: 1 day, 4:24:09, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8641, loss_cls: 1.3287, loss: 1.3287, grad_norm: 17.3264 2020-08-02 16:11:15,103 - mmaction - INFO - Epoch [38][1620/2505] lr: 5.000e-05, eta: 1 day, 4:23:25, time: 1.912, data_time: 0.003, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8698, loss_cls: 1.3257, loss: 1.3257, grad_norm: 17.1263 2020-08-02 16:11:53,135 - mmaction - INFO - Epoch [38][1640/2505] lr: 5.000e-05, eta: 1 day, 4:22:42, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8505, loss_cls: 1.3590, loss: 1.3590, grad_norm: 17.4156 2020-08-02 16:12:30,999 - mmaction - INFO - Epoch [38][1660/2505] lr: 5.000e-05, eta: 1 day, 4:21:58, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8734, loss_cls: 1.2579, loss: 1.2579, grad_norm: 16.4899 2020-08-02 16:13:08,914 - mmaction - INFO - Epoch [38][1680/2505] lr: 5.000e-05, eta: 1 day, 4:21:14, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6813, top5_acc: 0.8635, loss_cls: 1.3246, loss: 1.3246, grad_norm: 17.0546 2020-08-02 16:13:47,024 - mmaction - INFO - Epoch [38][1700/2505] lr: 5.000e-05, eta: 1 day, 4:20:30, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8708, loss_cls: 1.2960, loss: 1.2960, grad_norm: 17.6869 2020-08-02 16:14:25,191 - mmaction - INFO - Epoch [38][1720/2505] lr: 5.000e-05, eta: 1 day, 4:19:47, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.2542, loss: 1.2542, grad_norm: 16.8730 2020-08-02 16:15:03,855 - mmaction - INFO - Epoch [38][1740/2505] lr: 5.000e-05, eta: 1 day, 4:19:04, time: 1.933, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8583, loss_cls: 1.3150, loss: 1.3150, grad_norm: 16.9312 2020-08-02 16:15:41,801 - mmaction - INFO - Epoch [38][1760/2505] lr: 5.000e-05, eta: 1 day, 4:18:21, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8620, loss_cls: 1.3043, loss: 1.3043, grad_norm: 16.9285 2020-08-02 16:16:20,021 - mmaction - INFO - Epoch [38][1780/2505] lr: 5.000e-05, eta: 1 day, 4:17:37, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8635, loss_cls: 1.3576, loss: 1.3576, grad_norm: 17.4137 2020-08-02 16:16:58,093 - mmaction - INFO - Epoch [38][1800/2505] lr: 5.000e-05, eta: 1 day, 4:16:54, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2991, loss: 1.2991, grad_norm: 17.3984 2020-08-02 16:17:36,102 - mmaction - INFO - Epoch [38][1820/2505] lr: 5.000e-05, eta: 1 day, 4:16:10, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8677, loss_cls: 1.2816, loss: 1.2816, grad_norm: 16.6554 2020-08-02 16:18:14,226 - mmaction - INFO - Epoch [38][1840/2505] lr: 5.000e-05, eta: 1 day, 4:15:27, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8505, loss_cls: 1.3802, loss: 1.3802, grad_norm: 17.6107 2020-08-02 16:18:52,318 - mmaction - INFO - Epoch [38][1860/2505] lr: 5.000e-05, eta: 1 day, 4:14:43, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8646, loss_cls: 1.3131, loss: 1.3131, grad_norm: 16.9545 2020-08-02 16:19:30,413 - mmaction - INFO - Epoch [38][1880/2505] lr: 5.000e-05, eta: 1 day, 4:14:00, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8583, loss_cls: 1.3167, loss: 1.3167, grad_norm: 17.1521 2020-08-02 16:20:08,474 - mmaction - INFO - Epoch [38][1900/2505] lr: 5.000e-05, eta: 1 day, 4:13:16, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8630, loss_cls: 1.3128, loss: 1.3128, grad_norm: 17.2927 2020-08-02 16:20:46,442 - mmaction - INFO - Epoch [38][1920/2505] lr: 5.000e-05, eta: 1 day, 4:12:32, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6865, top5_acc: 0.8505, loss_cls: 1.4011, loss: 1.4011, grad_norm: 17.7715 2020-08-02 16:21:24,476 - mmaction - INFO - Epoch [38][1940/2505] lr: 5.000e-05, eta: 1 day, 4:11:49, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8667, loss_cls: 1.3320, loss: 1.3320, grad_norm: 17.1103 2020-08-02 16:22:02,827 - mmaction - INFO - Epoch [38][1960/2505] lr: 5.000e-05, eta: 1 day, 4:11:06, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8786, loss_cls: 1.2449, loss: 1.2449, grad_norm: 16.6299 2020-08-02 16:22:40,925 - mmaction - INFO - Epoch [38][1980/2505] lr: 5.000e-05, eta: 1 day, 4:10:22, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8677, loss_cls: 1.2925, loss: 1.2925, grad_norm: 17.2408 2020-08-02 16:23:18,709 - mmaction - INFO - Epoch [38][2000/2505] lr: 5.000e-05, eta: 1 day, 4:09:38, time: 1.889, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8667, loss_cls: 1.3211, loss: 1.3211, grad_norm: 17.0326 2020-08-02 16:23:56,941 - mmaction - INFO - Epoch [38][2020/2505] lr: 5.000e-05, eta: 1 day, 4:08:55, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8823, loss_cls: 1.2667, loss: 1.2667, grad_norm: 17.3487 2020-08-02 16:24:34,952 - mmaction - INFO - Epoch [38][2040/2505] lr: 5.000e-05, eta: 1 day, 4:08:12, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8578, loss_cls: 1.3565, loss: 1.3565, grad_norm: 17.2987 2020-08-02 16:25:13,211 - mmaction - INFO - Epoch [38][2060/2505] lr: 5.000e-05, eta: 1 day, 4:07:28, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8583, loss_cls: 1.3004, loss: 1.3004, grad_norm: 16.6717 2020-08-02 16:25:51,209 - mmaction - INFO - Epoch [38][2080/2505] lr: 5.000e-05, eta: 1 day, 4:06:45, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8766, loss_cls: 1.2526, loss: 1.2526, grad_norm: 17.0162 2020-08-02 16:26:29,196 - mmaction - INFO - Epoch [38][2100/2505] lr: 5.000e-05, eta: 1 day, 4:06:01, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8625, loss_cls: 1.3399, loss: 1.3399, grad_norm: 17.8255 2020-08-02 16:27:07,331 - mmaction - INFO - Epoch [38][2120/2505] lr: 5.000e-05, eta: 1 day, 4:05:18, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8677, loss_cls: 1.2994, loss: 1.2994, grad_norm: 17.2481 2020-08-02 16:27:45,389 - mmaction - INFO - Epoch [38][2140/2505] lr: 5.000e-05, eta: 1 day, 4:04:34, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8708, loss_cls: 1.2774, loss: 1.2774, grad_norm: 17.6486 2020-08-02 16:28:23,292 - mmaction - INFO - Epoch [38][2160/2505] lr: 5.000e-05, eta: 1 day, 4:03:51, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8708, loss_cls: 1.2359, loss: 1.2359, grad_norm: 16.6588 2020-08-02 16:29:01,169 - mmaction - INFO - Epoch [38][2180/2505] lr: 5.000e-05, eta: 1 day, 4:03:07, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8573, loss_cls: 1.3268, loss: 1.3268, grad_norm: 17.2402 2020-08-02 16:29:39,072 - mmaction - INFO - Epoch [38][2200/2505] lr: 5.000e-05, eta: 1 day, 4:02:23, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8625, loss_cls: 1.2591, loss: 1.2591, grad_norm: 16.6754 2020-08-02 16:30:16,927 - mmaction - INFO - Epoch [38][2220/2505] lr: 5.000e-05, eta: 1 day, 4:01:39, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8703, loss_cls: 1.2962, loss: 1.2962, grad_norm: 17.2455 2020-08-02 16:30:54,921 - mmaction - INFO - Epoch [38][2240/2505] lr: 5.000e-05, eta: 1 day, 4:00:56, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8557, loss_cls: 1.3545, loss: 1.3545, grad_norm: 17.7022 2020-08-02 16:31:33,029 - mmaction - INFO - Epoch [38][2260/2505] lr: 5.000e-05, eta: 1 day, 4:00:13, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8698, loss_cls: 1.2833, loss: 1.2833, grad_norm: 16.5917 2020-08-02 16:32:10,977 - mmaction - INFO - Epoch [38][2280/2505] lr: 5.000e-05, eta: 1 day, 3:59:29, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8469, loss_cls: 1.3907, loss: 1.3907, grad_norm: 17.7463 2020-08-02 16:32:49,208 - mmaction - INFO - Epoch [38][2300/2505] lr: 5.000e-05, eta: 1 day, 3:58:46, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8651, loss_cls: 1.3398, loss: 1.3398, grad_norm: 17.4147 2020-08-02 16:33:27,239 - mmaction - INFO - Epoch [38][2320/2505] lr: 5.000e-05, eta: 1 day, 3:58:03, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8688, loss_cls: 1.3333, loss: 1.3333, grad_norm: 17.5764 2020-08-02 16:34:05,402 - mmaction - INFO - Epoch [38][2340/2505] lr: 5.000e-05, eta: 1 day, 3:57:19, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8516, loss_cls: 1.3575, loss: 1.3575, grad_norm: 17.2416 2020-08-02 16:34:43,275 - mmaction - INFO - Epoch [38][2360/2505] lr: 5.000e-05, eta: 1 day, 3:56:36, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8724, loss_cls: 1.2295, loss: 1.2295, grad_norm: 16.6272 2020-08-02 16:35:21,147 - mmaction - INFO - Epoch [38][2380/2505] lr: 5.000e-05, eta: 1 day, 3:55:52, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8714, loss_cls: 1.2690, loss: 1.2690, grad_norm: 17.1769 2020-08-02 16:35:59,238 - mmaction - INFO - Epoch [38][2400/2505] lr: 5.000e-05, eta: 1 day, 3:55:09, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8510, loss_cls: 1.3680, loss: 1.3680, grad_norm: 17.0452 2020-08-02 16:36:37,250 - mmaction - INFO - Epoch [38][2420/2505] lr: 5.000e-05, eta: 1 day, 3:54:25, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8552, loss_cls: 1.3555, loss: 1.3555, grad_norm: 16.7654 2020-08-02 16:37:15,168 - mmaction - INFO - Epoch [38][2440/2505] lr: 5.000e-05, eta: 1 day, 3:53:42, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8813, loss_cls: 1.2266, loss: 1.2266, grad_norm: 16.6060 2020-08-02 16:37:53,205 - mmaction - INFO - Epoch [38][2460/2505] lr: 5.000e-05, eta: 1 day, 3:52:58, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8557, loss_cls: 1.3523, loss: 1.3523, grad_norm: 17.4296 2020-08-02 16:38:31,251 - mmaction - INFO - Epoch [38][2480/2505] lr: 5.000e-05, eta: 1 day, 3:52:15, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8698, loss_cls: 1.3109, loss: 1.3109, grad_norm: 17.7445 2020-08-02 16:39:09,240 - mmaction - INFO - Epoch [38][2500/2505] lr: 5.000e-05, eta: 1 day, 3:51:31, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8573, loss_cls: 1.3243, loss: 1.3243, grad_norm: 16.6431 2020-08-02 16:39:21,547 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-08-02 16:40:29,346 - mmaction - INFO - Epoch [39][20/2505] lr: 5.000e-05, eta: 1 day, 3:51:10, time: 3.367, data_time: 1.396, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8568, loss_cls: 1.3701, loss: 1.3701, grad_norm: 17.4878 2020-08-02 16:41:08,344 - mmaction - INFO - Epoch [39][40/2505] lr: 5.000e-05, eta: 1 day, 3:50:28, time: 1.950, data_time: 0.014, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8542, loss_cls: 1.3446, loss: 1.3446, grad_norm: 17.4670 2020-08-02 16:41:46,512 - mmaction - INFO - Epoch [39][60/2505] lr: 5.000e-05, eta: 1 day, 3:49:45, time: 1.908, data_time: 0.002, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8651, loss_cls: 1.3099, loss: 1.3099, grad_norm: 17.3139 2020-08-02 16:42:24,821 - mmaction - INFO - Epoch [39][80/2505] lr: 5.000e-05, eta: 1 day, 3:49:02, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3342, loss: 1.3342, grad_norm: 17.1896 2020-08-02 16:43:03,091 - mmaction - INFO - Epoch [39][100/2505] lr: 5.000e-05, eta: 1 day, 3:48:19, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8620, loss_cls: 1.3236, loss: 1.3236, grad_norm: 17.1824 2020-08-02 16:43:41,439 - mmaction - INFO - Epoch [39][120/2505] lr: 5.000e-05, eta: 1 day, 3:47:36, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.6865, top5_acc: 0.8609, loss_cls: 1.3416, loss: 1.3416, grad_norm: 17.2943 2020-08-02 16:44:19,624 - mmaction - INFO - Epoch [39][140/2505] lr: 5.000e-05, eta: 1 day, 3:46:53, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8766, loss_cls: 1.2347, loss: 1.2347, grad_norm: 16.8905 2020-08-02 16:44:57,923 - mmaction - INFO - Epoch [39][160/2505] lr: 5.000e-05, eta: 1 day, 3:46:10, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8609, loss_cls: 1.2771, loss: 1.2771, grad_norm: 16.4517 2020-08-02 16:45:36,623 - mmaction - INFO - Epoch [39][180/2505] lr: 5.000e-05, eta: 1 day, 3:45:28, time: 1.934, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8677, loss_cls: 1.2852, loss: 1.2852, grad_norm: 17.8291 2020-08-02 16:46:15,035 - mmaction - INFO - Epoch [39][200/2505] lr: 5.000e-05, eta: 1 day, 3:44:46, time: 1.921, data_time: 0.002, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.3341, loss: 1.3341, grad_norm: 17.4025 2020-08-02 16:46:53,153 - mmaction - INFO - Epoch [39][220/2505] lr: 5.000e-05, eta: 1 day, 3:44:02, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.3036, loss: 1.3036, grad_norm: 17.1826 2020-08-02 16:47:31,225 - mmaction - INFO - Epoch [39][240/2505] lr: 5.000e-05, eta: 1 day, 3:43:19, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8620, loss_cls: 1.3359, loss: 1.3359, grad_norm: 17.0945 2020-08-02 16:48:09,440 - mmaction - INFO - Epoch [39][260/2505] lr: 5.000e-05, eta: 1 day, 3:42:36, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8693, loss_cls: 1.2898, loss: 1.2898, grad_norm: 17.1106 2020-08-02 16:48:47,550 - mmaction - INFO - Epoch [39][280/2505] lr: 5.000e-05, eta: 1 day, 3:41:53, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8578, loss_cls: 1.3294, loss: 1.3294, grad_norm: 16.8422 2020-08-02 16:49:25,631 - mmaction - INFO - Epoch [39][300/2505] lr: 5.000e-05, eta: 1 day, 3:41:10, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8693, loss_cls: 1.2897, loss: 1.2897, grad_norm: 17.2489 2020-08-02 16:50:04,115 - mmaction - INFO - Epoch [39][320/2505] lr: 5.000e-05, eta: 1 day, 3:40:27, time: 1.924, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8745, loss_cls: 1.2830, loss: 1.2830, grad_norm: 17.2644 2020-08-02 16:50:42,274 - mmaction - INFO - Epoch [39][340/2505] lr: 5.000e-05, eta: 1 day, 3:39:44, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8578, loss_cls: 1.3755, loss: 1.3755, grad_norm: 17.7585 2020-08-02 16:51:20,297 - mmaction - INFO - Epoch [39][360/2505] lr: 5.000e-05, eta: 1 day, 3:39:01, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8573, loss_cls: 1.3450, loss: 1.3450, grad_norm: 17.2669 2020-08-02 16:51:58,366 - mmaction - INFO - Epoch [39][380/2505] lr: 5.000e-05, eta: 1 day, 3:38:17, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8589, loss_cls: 1.2780, loss: 1.2780, grad_norm: 16.5952 2020-08-02 16:52:36,316 - mmaction - INFO - Epoch [39][400/2505] lr: 5.000e-05, eta: 1 day, 3:37:34, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8693, loss_cls: 1.2701, loss: 1.2701, grad_norm: 17.1809 2020-08-02 16:53:14,335 - mmaction - INFO - Epoch [39][420/2505] lr: 5.000e-05, eta: 1 day, 3:36:51, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8646, loss_cls: 1.3147, loss: 1.3147, grad_norm: 17.0776 2020-08-02 16:53:52,399 - mmaction - INFO - Epoch [39][440/2505] lr: 5.000e-05, eta: 1 day, 3:36:08, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8656, loss_cls: 1.2571, loss: 1.2571, grad_norm: 16.7209 2020-08-02 16:54:30,426 - mmaction - INFO - Epoch [39][460/2505] lr: 5.000e-05, eta: 1 day, 3:35:24, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8594, loss_cls: 1.3408, loss: 1.3408, grad_norm: 17.5080 2020-08-02 16:55:08,546 - mmaction - INFO - Epoch [39][480/2505] lr: 5.000e-05, eta: 1 day, 3:34:41, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8552, loss_cls: 1.3259, loss: 1.3259, grad_norm: 17.4347 2020-08-02 16:55:46,671 - mmaction - INFO - Epoch [39][500/2505] lr: 5.000e-05, eta: 1 day, 3:33:58, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8667, loss_cls: 1.3191, loss: 1.3191, grad_norm: 16.9721 2020-08-02 16:56:24,908 - mmaction - INFO - Epoch [39][520/2505] lr: 5.000e-05, eta: 1 day, 3:33:15, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8651, loss_cls: 1.2752, loss: 1.2752, grad_norm: 17.7674 2020-08-02 16:57:02,940 - mmaction - INFO - Epoch [39][540/2505] lr: 5.000e-05, eta: 1 day, 3:32:32, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8688, loss_cls: 1.2971, loss: 1.2971, grad_norm: 17.4390 2020-08-02 16:57:40,990 - mmaction - INFO - Epoch [39][560/2505] lr: 5.000e-05, eta: 1 day, 3:31:49, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8594, loss_cls: 1.3248, loss: 1.3248, grad_norm: 17.0192 2020-08-02 16:58:19,055 - mmaction - INFO - Epoch [39][580/2505] lr: 5.000e-05, eta: 1 day, 3:31:06, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8677, loss_cls: 1.2750, loss: 1.2750, grad_norm: 17.1976 2020-08-02 16:58:57,036 - mmaction - INFO - Epoch [39][600/2505] lr: 5.000e-05, eta: 1 day, 3:30:22, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8661, loss_cls: 1.2441, loss: 1.2441, grad_norm: 16.6856 2020-08-02 16:59:35,270 - mmaction - INFO - Epoch [39][620/2505] lr: 5.000e-05, eta: 1 day, 3:29:39, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8667, loss_cls: 1.3137, loss: 1.3137, grad_norm: 18.3497 2020-08-02 17:00:15,515 - mmaction - INFO - Epoch [39][640/2505] lr: 5.000e-05, eta: 1 day, 3:29:00, time: 2.012, data_time: 0.001, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3409, loss: 1.3409, grad_norm: 17.2193 2020-08-02 17:00:53,884 - mmaction - INFO - Epoch [39][660/2505] lr: 5.000e-05, eta: 1 day, 3:28:17, time: 1.919, data_time: 0.005, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8630, loss_cls: 1.3736, loss: 1.3736, grad_norm: 17.6184 2020-08-02 17:01:32,061 - mmaction - INFO - Epoch [39][680/2505] lr: 5.000e-05, eta: 1 day, 3:27:34, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8630, loss_cls: 1.2688, loss: 1.2688, grad_norm: 17.6557 2020-08-02 17:02:10,085 - mmaction - INFO - Epoch [39][700/2505] lr: 5.000e-05, eta: 1 day, 3:26:51, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8797, loss_cls: 1.2399, loss: 1.2399, grad_norm: 17.6816 2020-08-02 17:02:48,212 - mmaction - INFO - Epoch [39][720/2505] lr: 5.000e-05, eta: 1 day, 3:26:08, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3289, loss: 1.3289, grad_norm: 17.3465 2020-08-02 17:03:26,418 - mmaction - INFO - Epoch [39][740/2505] lr: 5.000e-05, eta: 1 day, 3:25:25, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8510, loss_cls: 1.3841, loss: 1.3841, grad_norm: 17.4055 2020-08-02 17:04:04,355 - mmaction - INFO - Epoch [39][760/2505] lr: 5.000e-05, eta: 1 day, 3:24:42, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8661, loss_cls: 1.3318, loss: 1.3318, grad_norm: 16.6428 2020-08-02 17:04:42,533 - mmaction - INFO - Epoch [39][780/2505] lr: 5.000e-05, eta: 1 day, 3:23:59, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8641, loss_cls: 1.2887, loss: 1.2887, grad_norm: 16.4406 2020-08-02 17:05:21,255 - mmaction - INFO - Epoch [39][800/2505] lr: 5.000e-05, eta: 1 day, 3:23:17, time: 1.936, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8578, loss_cls: 1.3553, loss: 1.3553, grad_norm: 16.9647 2020-08-02 17:05:59,241 - mmaction - INFO - Epoch [39][820/2505] lr: 5.000e-05, eta: 1 day, 3:22:34, time: 1.899, data_time: 0.002, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8562, loss_cls: 1.3412, loss: 1.3412, grad_norm: 17.1159 2020-08-02 17:06:37,365 - mmaction - INFO - Epoch [39][840/2505] lr: 5.000e-05, eta: 1 day, 3:21:51, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8609, loss_cls: 1.3305, loss: 1.3305, grad_norm: 17.4942 2020-08-02 17:07:15,351 - mmaction - INFO - Epoch [39][860/2505] lr: 5.000e-05, eta: 1 day, 3:21:08, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8703, loss_cls: 1.2791, loss: 1.2791, grad_norm: 17.1868 2020-08-02 17:07:53,310 - mmaction - INFO - Epoch [39][880/2505] lr: 5.000e-05, eta: 1 day, 3:20:24, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8776, loss_cls: 1.2304, loss: 1.2304, grad_norm: 16.9208 2020-08-02 17:08:31,322 - mmaction - INFO - Epoch [39][900/2505] lr: 5.000e-05, eta: 1 day, 3:19:41, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8708, loss_cls: 1.2978, loss: 1.2978, grad_norm: 17.2150 2020-08-02 17:09:09,369 - mmaction - INFO - Epoch [39][920/2505] lr: 5.000e-05, eta: 1 day, 3:18:58, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8672, loss_cls: 1.2796, loss: 1.2796, grad_norm: 17.3965 2020-08-02 17:09:47,526 - mmaction - INFO - Epoch [39][940/2505] lr: 5.000e-05, eta: 1 day, 3:18:15, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8547, loss_cls: 1.3652, loss: 1.3652, grad_norm: 17.3523 2020-08-02 17:10:25,897 - mmaction - INFO - Epoch [39][960/2505] lr: 5.000e-05, eta: 1 day, 3:17:33, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8813, loss_cls: 1.2240, loss: 1.2240, grad_norm: 16.7503 2020-08-02 17:11:04,086 - mmaction - INFO - Epoch [39][980/2505] lr: 5.000e-05, eta: 1 day, 3:16:50, time: 1.909, data_time: 0.002, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8589, loss_cls: 1.3494, loss: 1.3494, grad_norm: 16.9664 2020-08-02 17:11:42,366 - mmaction - INFO - Epoch [39][1000/2505] lr: 5.000e-05, eta: 1 day, 3:16:07, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8646, loss_cls: 1.3436, loss: 1.3436, grad_norm: 17.5767 2020-08-02 17:12:20,608 - mmaction - INFO - Epoch [39][1020/2505] lr: 5.000e-05, eta: 1 day, 3:15:24, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8729, loss_cls: 1.2688, loss: 1.2688, grad_norm: 16.6801 2020-08-02 17:12:58,433 - mmaction - INFO - Epoch [39][1040/2505] lr: 5.000e-05, eta: 1 day, 3:14:41, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8542, loss_cls: 1.3882, loss: 1.3882, grad_norm: 17.5242 2020-08-02 17:13:36,466 - mmaction - INFO - Epoch [39][1060/2505] lr: 5.000e-05, eta: 1 day, 3:13:58, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8693, loss_cls: 1.2556, loss: 1.2556, grad_norm: 17.6336 2020-08-02 17:14:14,682 - mmaction - INFO - Epoch [39][1080/2505] lr: 5.000e-05, eta: 1 day, 3:13:15, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8630, loss_cls: 1.3146, loss: 1.3146, grad_norm: 17.4740 2020-08-02 17:14:52,809 - mmaction - INFO - Epoch [39][1100/2505] lr: 5.000e-05, eta: 1 day, 3:12:32, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8771, loss_cls: 1.2528, loss: 1.2528, grad_norm: 17.1844 2020-08-02 17:15:31,294 - mmaction - INFO - Epoch [39][1120/2505] lr: 5.000e-05, eta: 1 day, 3:11:50, time: 1.924, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8656, loss_cls: 1.3145, loss: 1.3145, grad_norm: 16.4993 2020-08-02 17:16:09,359 - mmaction - INFO - Epoch [39][1140/2505] lr: 5.000e-05, eta: 1 day, 3:11:07, time: 1.903, data_time: 0.002, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8719, loss_cls: 1.2844, loss: 1.2844, grad_norm: 16.9036 2020-08-02 17:16:47,389 - mmaction - INFO - Epoch [39][1160/2505] lr: 5.000e-05, eta: 1 day, 3:10:24, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8688, loss_cls: 1.3206, loss: 1.3206, grad_norm: 17.6032 2020-08-02 17:17:25,617 - mmaction - INFO - Epoch [39][1180/2505] lr: 5.000e-05, eta: 1 day, 3:09:41, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8724, loss_cls: 1.2880, loss: 1.2880, grad_norm: 17.5372 2020-08-02 17:18:03,774 - mmaction - INFO - Epoch [39][1200/2505] lr: 5.000e-05, eta: 1 day, 3:08:58, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8552, loss_cls: 1.3953, loss: 1.3953, grad_norm: 17.4722 2020-08-02 17:18:42,006 - mmaction - INFO - Epoch [39][1220/2505] lr: 5.000e-05, eta: 1 day, 3:08:16, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8656, loss_cls: 1.3315, loss: 1.3315, grad_norm: 17.2132 2020-08-02 17:19:20,135 - mmaction - INFO - Epoch [39][1240/2505] lr: 5.000e-05, eta: 1 day, 3:07:33, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8583, loss_cls: 1.3367, loss: 1.3367, grad_norm: 17.0590 2020-08-02 17:19:58,286 - mmaction - INFO - Epoch [39][1260/2505] lr: 5.000e-05, eta: 1 day, 3:06:50, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8620, loss_cls: 1.3367, loss: 1.3367, grad_norm: 17.2579 2020-08-02 17:20:36,700 - mmaction - INFO - Epoch [39][1280/2505] lr: 5.000e-05, eta: 1 day, 3:06:08, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8661, loss_cls: 1.2680, loss: 1.2680, grad_norm: 16.8640 2020-08-02 17:21:14,647 - mmaction - INFO - Epoch [39][1300/2505] lr: 5.000e-05, eta: 1 day, 3:05:24, time: 1.898, data_time: 0.002, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8641, loss_cls: 1.3035, loss: 1.3035, grad_norm: 17.3772 2020-08-02 17:21:52,503 - mmaction - INFO - Epoch [39][1320/2505] lr: 5.000e-05, eta: 1 day, 3:04:41, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8797, loss_cls: 1.2561, loss: 1.2561, grad_norm: 17.5504 2020-08-02 17:22:30,526 - mmaction - INFO - Epoch [39][1340/2505] lr: 5.000e-05, eta: 1 day, 3:03:58, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8531, loss_cls: 1.3672, loss: 1.3672, grad_norm: 17.5004 2020-08-02 17:23:08,512 - mmaction - INFO - Epoch [39][1360/2505] lr: 5.000e-05, eta: 1 day, 3:03:15, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8703, loss_cls: 1.2718, loss: 1.2718, grad_norm: 16.8298 2020-08-02 17:23:46,561 - mmaction - INFO - Epoch [39][1380/2505] lr: 5.000e-05, eta: 1 day, 3:02:32, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8615, loss_cls: 1.2942, loss: 1.2942, grad_norm: 16.8768 2020-08-02 17:24:24,598 - mmaction - INFO - Epoch [39][1400/2505] lr: 5.000e-05, eta: 1 day, 3:01:49, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8687, loss_cls: 1.2668, loss: 1.2668, grad_norm: 17.1207 2020-08-02 17:25:02,574 - mmaction - INFO - Epoch [39][1420/2505] lr: 5.000e-05, eta: 1 day, 3:01:06, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8562, loss_cls: 1.3752, loss: 1.3752, grad_norm: 17.7656 2020-08-02 17:25:40,769 - mmaction - INFO - Epoch [39][1440/2505] lr: 5.000e-05, eta: 1 day, 3:00:24, time: 1.910, data_time: 0.002, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8703, loss_cls: 1.2871, loss: 1.2871, grad_norm: 17.5076 2020-08-02 17:26:18,808 - mmaction - INFO - Epoch [39][1460/2505] lr: 5.000e-05, eta: 1 day, 2:59:41, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8844, loss_cls: 1.2499, loss: 1.2499, grad_norm: 17.6015 2020-08-02 17:26:57,004 - mmaction - INFO - Epoch [39][1480/2505] lr: 5.000e-05, eta: 1 day, 2:58:58, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8630, loss_cls: 1.3020, loss: 1.3020, grad_norm: 17.3091 2020-08-02 17:27:35,119 - mmaction - INFO - Epoch [39][1500/2505] lr: 5.000e-05, eta: 1 day, 2:58:15, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8661, loss_cls: 1.3217, loss: 1.3217, grad_norm: 16.9467 2020-08-02 17:28:13,153 - mmaction - INFO - Epoch [39][1520/2505] lr: 5.000e-05, eta: 1 day, 2:57:32, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.2502, loss: 1.2502, grad_norm: 16.9204 2020-08-02 17:28:51,215 - mmaction - INFO - Epoch [39][1540/2505] lr: 5.000e-05, eta: 1 day, 2:56:49, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8583, loss_cls: 1.3150, loss: 1.3150, grad_norm: 17.7967 2020-08-02 17:29:29,619 - mmaction - INFO - Epoch [39][1560/2505] lr: 5.000e-05, eta: 1 day, 2:56:07, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8875, loss_cls: 1.2257, loss: 1.2257, grad_norm: 17.2418 2020-08-02 17:30:07,753 - mmaction - INFO - Epoch [39][1580/2505] lr: 5.000e-05, eta: 1 day, 2:55:24, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8682, loss_cls: 1.2969, loss: 1.2969, grad_norm: 16.9010 2020-08-02 17:30:45,810 - mmaction - INFO - Epoch [39][1600/2505] lr: 5.000e-05, eta: 1 day, 2:54:41, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8693, loss_cls: 1.2854, loss: 1.2854, grad_norm: 17.1910 2020-08-02 17:31:23,895 - mmaction - INFO - Epoch [39][1620/2505] lr: 5.000e-05, eta: 1 day, 2:53:59, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8630, loss_cls: 1.3252, loss: 1.3252, grad_norm: 17.2171 2020-08-02 17:32:01,981 - mmaction - INFO - Epoch [39][1640/2505] lr: 5.000e-05, eta: 1 day, 2:53:16, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8708, loss_cls: 1.2146, loss: 1.2146, grad_norm: 16.6602 2020-08-02 17:32:40,021 - mmaction - INFO - Epoch [39][1660/2505] lr: 5.000e-05, eta: 1 day, 2:52:33, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8630, loss_cls: 1.2929, loss: 1.2929, grad_norm: 17.1634 2020-08-02 17:33:18,222 - mmaction - INFO - Epoch [39][1680/2505] lr: 5.000e-05, eta: 1 day, 2:51:50, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8688, loss_cls: 1.3008, loss: 1.3008, grad_norm: 17.2752 2020-08-02 17:33:56,249 - mmaction - INFO - Epoch [39][1700/2505] lr: 5.000e-05, eta: 1 day, 2:51:07, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8609, loss_cls: 1.3346, loss: 1.3346, grad_norm: 17.1859 2020-08-02 17:34:34,290 - mmaction - INFO - Epoch [39][1720/2505] lr: 5.000e-05, eta: 1 day, 2:50:25, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8672, loss_cls: 1.2983, loss: 1.2983, grad_norm: 16.9965 2020-08-02 17:35:12,340 - mmaction - INFO - Epoch [39][1740/2505] lr: 5.000e-05, eta: 1 day, 2:49:42, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8635, loss_cls: 1.3133, loss: 1.3133, grad_norm: 17.7194 2020-08-02 17:35:50,192 - mmaction - INFO - Epoch [39][1760/2505] lr: 5.000e-05, eta: 1 day, 2:48:59, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8818, loss_cls: 1.1815, loss: 1.1815, grad_norm: 16.4217 2020-08-02 17:36:28,379 - mmaction - INFO - Epoch [39][1780/2505] lr: 5.000e-05, eta: 1 day, 2:48:16, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8646, loss_cls: 1.2739, loss: 1.2739, grad_norm: 16.7356 2020-08-02 17:37:06,182 - mmaction - INFO - Epoch [39][1800/2505] lr: 5.000e-05, eta: 1 day, 2:47:33, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8625, loss_cls: 1.2668, loss: 1.2668, grad_norm: 16.3028 2020-08-02 17:37:44,163 - mmaction - INFO - Epoch [39][1820/2505] lr: 5.000e-05, eta: 1 day, 2:46:50, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8734, loss_cls: 1.2635, loss: 1.2635, grad_norm: 17.0846 2020-08-02 17:38:22,068 - mmaction - INFO - Epoch [39][1840/2505] lr: 5.000e-05, eta: 1 day, 2:46:07, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8646, loss_cls: 1.2898, loss: 1.2898, grad_norm: 16.5770 2020-08-02 17:39:00,291 - mmaction - INFO - Epoch [39][1860/2505] lr: 5.000e-05, eta: 1 day, 2:45:24, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8406, loss_cls: 1.3793, loss: 1.3793, grad_norm: 17.5451 2020-08-02 17:39:38,444 - mmaction - INFO - Epoch [39][1880/2505] lr: 5.000e-05, eta: 1 day, 2:44:42, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8729, loss_cls: 1.2982, loss: 1.2982, grad_norm: 17.2472 2020-08-02 17:40:16,348 - mmaction - INFO - Epoch [39][1900/2505] lr: 5.000e-05, eta: 1 day, 2:43:59, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8745, loss_cls: 1.2811, loss: 1.2811, grad_norm: 17.3468 2020-08-02 17:40:54,351 - mmaction - INFO - Epoch [39][1920/2505] lr: 5.000e-05, eta: 1 day, 2:43:16, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8698, loss_cls: 1.2975, loss: 1.2975, grad_norm: 17.6921 2020-08-02 17:41:32,252 - mmaction - INFO - Epoch [39][1940/2505] lr: 5.000e-05, eta: 1 day, 2:42:33, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3365, loss: 1.3365, grad_norm: 17.3747 2020-08-02 17:42:10,275 - mmaction - INFO - Epoch [39][1960/2505] lr: 5.000e-05, eta: 1 day, 2:41:50, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8646, loss_cls: 1.2699, loss: 1.2699, grad_norm: 17.0007 2020-08-02 17:42:48,423 - mmaction - INFO - Epoch [39][1980/2505] lr: 5.000e-05, eta: 1 day, 2:41:08, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8625, loss_cls: 1.3230, loss: 1.3230, grad_norm: 16.3807 2020-08-02 17:43:26,370 - mmaction - INFO - Epoch [39][2000/2505] lr: 5.000e-05, eta: 1 day, 2:40:25, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8625, loss_cls: 1.3120, loss: 1.3120, grad_norm: 16.5969 2020-08-02 17:44:04,373 - mmaction - INFO - Epoch [39][2020/2505] lr: 5.000e-05, eta: 1 day, 2:39:42, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6865, top5_acc: 0.8589, loss_cls: 1.3671, loss: 1.3671, grad_norm: 17.6443 2020-08-02 17:44:42,384 - mmaction - INFO - Epoch [39][2040/2505] lr: 5.000e-05, eta: 1 day, 2:38:59, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8667, loss_cls: 1.2997, loss: 1.2997, grad_norm: 17.2122 2020-08-02 17:45:20,404 - mmaction - INFO - Epoch [39][2060/2505] lr: 5.000e-05, eta: 1 day, 2:38:16, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8688, loss_cls: 1.2383, loss: 1.2383, grad_norm: 16.6877 2020-08-02 17:45:58,484 - mmaction - INFO - Epoch [39][2080/2505] lr: 5.000e-05, eta: 1 day, 2:37:34, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8677, loss_cls: 1.3507, loss: 1.3507, grad_norm: 17.2023 2020-08-02 17:46:36,700 - mmaction - INFO - Epoch [39][2100/2505] lr: 5.000e-05, eta: 1 day, 2:36:51, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8687, loss_cls: 1.3173, loss: 1.3173, grad_norm: 17.1056 2020-08-02 17:47:14,700 - mmaction - INFO - Epoch [39][2120/2505] lr: 5.000e-05, eta: 1 day, 2:36:08, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6760, top5_acc: 0.8521, loss_cls: 1.3903, loss: 1.3903, grad_norm: 17.5352 2020-08-02 17:47:52,795 - mmaction - INFO - Epoch [39][2140/2505] lr: 5.000e-05, eta: 1 day, 2:35:26, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8818, loss_cls: 1.2349, loss: 1.2349, grad_norm: 16.5472 2020-08-02 17:48:30,781 - mmaction - INFO - Epoch [39][2160/2505] lr: 5.000e-05, eta: 1 day, 2:34:43, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8594, loss_cls: 1.3314, loss: 1.3314, grad_norm: 17.9354 2020-08-02 17:49:08,917 - mmaction - INFO - Epoch [39][2180/2505] lr: 5.000e-05, eta: 1 day, 2:34:00, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8646, loss_cls: 1.3260, loss: 1.3260, grad_norm: 17.2703 2020-08-02 17:49:47,026 - mmaction - INFO - Epoch [39][2200/2505] lr: 5.000e-05, eta: 1 day, 2:33:18, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8599, loss_cls: 1.3371, loss: 1.3371, grad_norm: 17.9196 2020-08-02 17:50:25,079 - mmaction - INFO - Epoch [39][2220/2505] lr: 5.000e-05, eta: 1 day, 2:32:35, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8641, loss_cls: 1.3331, loss: 1.3331, grad_norm: 16.9903 2020-08-02 17:51:03,135 - mmaction - INFO - Epoch [39][2240/2505] lr: 5.000e-05, eta: 1 day, 2:31:52, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3954, loss: 1.3954, grad_norm: 18.0248 2020-08-02 17:51:41,079 - mmaction - INFO - Epoch [39][2260/2505] lr: 5.000e-05, eta: 1 day, 2:31:10, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.3236, loss: 1.3236, grad_norm: 17.3619 2020-08-02 17:52:19,131 - mmaction - INFO - Epoch [39][2280/2505] lr: 5.000e-05, eta: 1 day, 2:30:27, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6724, top5_acc: 0.8568, loss_cls: 1.4081, loss: 1.4081, grad_norm: 17.6823 2020-08-02 17:52:57,278 - mmaction - INFO - Epoch [39][2300/2505] lr: 5.000e-05, eta: 1 day, 2:29:44, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8667, loss_cls: 1.2882, loss: 1.2882, grad_norm: 17.0008 2020-08-02 17:53:35,421 - mmaction - INFO - Epoch [39][2320/2505] lr: 5.000e-05, eta: 1 day, 2:29:02, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8740, loss_cls: 1.2774, loss: 1.2774, grad_norm: 16.6685 2020-08-02 17:54:13,486 - mmaction - INFO - Epoch [39][2340/2505] lr: 5.000e-05, eta: 1 day, 2:28:19, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8693, loss_cls: 1.2782, loss: 1.2782, grad_norm: 16.6767 2020-08-02 17:54:51,542 - mmaction - INFO - Epoch [39][2360/2505] lr: 5.000e-05, eta: 1 day, 2:27:37, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8615, loss_cls: 1.3057, loss: 1.3057, grad_norm: 17.9332 2020-08-02 17:55:29,471 - mmaction - INFO - Epoch [39][2380/2505] lr: 5.000e-05, eta: 1 day, 2:26:54, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8599, loss_cls: 1.3583, loss: 1.3583, grad_norm: 17.4016 2020-08-02 17:56:07,484 - mmaction - INFO - Epoch [39][2400/2505] lr: 5.000e-05, eta: 1 day, 2:26:11, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8630, loss_cls: 1.2972, loss: 1.2972, grad_norm: 17.2230 2020-08-02 17:56:45,622 - mmaction - INFO - Epoch [39][2420/2505] lr: 5.000e-05, eta: 1 day, 2:25:29, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8609, loss_cls: 1.3805, loss: 1.3805, grad_norm: 17.8732 2020-08-02 17:57:23,533 - mmaction - INFO - Epoch [39][2440/2505] lr: 5.000e-05, eta: 1 day, 2:24:46, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.3239, loss: 1.3239, grad_norm: 17.4953 2020-08-02 17:58:01,418 - mmaction - INFO - Epoch [39][2460/2505] lr: 5.000e-05, eta: 1 day, 2:24:03, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8651, loss_cls: 1.3121, loss: 1.3121, grad_norm: 17.5401 2020-08-02 17:58:39,477 - mmaction - INFO - Epoch [39][2480/2505] lr: 5.000e-05, eta: 1 day, 2:23:20, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7250, top5_acc: 0.8703, loss_cls: 1.2609, loss: 1.2609, grad_norm: 16.2612 2020-08-02 17:59:17,351 - mmaction - INFO - Epoch [39][2500/2505] lr: 5.000e-05, eta: 1 day, 2:22:38, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8635, loss_cls: 1.2827, loss: 1.2827, grad_norm: 17.3811 2020-08-02 18:00:38,642 - mmaction - INFO - Epoch [40][20/2505] lr: 5.000e-05, eta: 1 day, 2:22:16, time: 3.470, data_time: 1.417, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8786, loss_cls: 1.2423, loss: 1.2423, grad_norm: 17.4664 2020-08-02 18:01:17,200 - mmaction - INFO - Epoch [40][40/2505] lr: 5.000e-05, eta: 1 day, 2:21:34, time: 1.929, data_time: 0.006, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8615, loss_cls: 1.2831, loss: 1.2831, grad_norm: 16.7588 2020-08-02 18:01:55,303 - mmaction - INFO - Epoch [40][60/2505] lr: 5.000e-05, eta: 1 day, 2:20:52, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8635, loss_cls: 1.3479, loss: 1.3479, grad_norm: 18.7034 2020-08-02 18:02:33,636 - mmaction - INFO - Epoch [40][80/2505] lr: 5.000e-05, eta: 1 day, 2:20:10, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8651, loss_cls: 1.2746, loss: 1.2746, grad_norm: 17.2701 2020-08-02 18:03:11,697 - mmaction - INFO - Epoch [40][100/2505] lr: 5.000e-05, eta: 1 day, 2:19:27, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8510, loss_cls: 1.3630, loss: 1.3630, grad_norm: 17.9728 2020-08-02 18:03:50,206 - mmaction - INFO - Epoch [40][120/2505] lr: 5.000e-05, eta: 1 day, 2:18:45, time: 1.925, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8740, loss_cls: 1.2579, loss: 1.2579, grad_norm: 17.4583 2020-08-02 18:04:28,480 - mmaction - INFO - Epoch [40][140/2505] lr: 5.000e-05, eta: 1 day, 2:18:03, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.3514, loss: 1.3514, grad_norm: 17.8577 2020-08-02 18:05:08,065 - mmaction - INFO - Epoch [40][160/2505] lr: 5.000e-05, eta: 1 day, 2:17:22, time: 1.979, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2921, loss: 1.2921, grad_norm: 17.2885 2020-08-02 18:05:46,106 - mmaction - INFO - Epoch [40][180/2505] lr: 5.000e-05, eta: 1 day, 2:16:40, time: 1.902, data_time: 0.002, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8724, loss_cls: 1.2913, loss: 1.2913, grad_norm: 17.4362 2020-08-02 18:06:24,181 - mmaction - INFO - Epoch [40][200/2505] lr: 5.000e-05, eta: 1 day, 2:15:57, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8766, loss_cls: 1.2894, loss: 1.2894, grad_norm: 17.0242 2020-08-02 18:07:02,195 - mmaction - INFO - Epoch [40][220/2505] lr: 5.000e-05, eta: 1 day, 2:15:15, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8578, loss_cls: 1.3387, loss: 1.3387, grad_norm: 17.5001 2020-08-02 18:07:40,437 - mmaction - INFO - Epoch [40][240/2505] lr: 5.000e-05, eta: 1 day, 2:14:32, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8604, loss_cls: 1.2853, loss: 1.2853, grad_norm: 17.5790 2020-08-02 18:08:18,587 - mmaction - INFO - Epoch [40][260/2505] lr: 5.000e-05, eta: 1 day, 2:13:50, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8604, loss_cls: 1.2973, loss: 1.2973, grad_norm: 17.8234 2020-08-02 18:08:56,617 - mmaction - INFO - Epoch [40][280/2505] lr: 5.000e-05, eta: 1 day, 2:13:07, time: 1.902, data_time: 0.002, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8505, loss_cls: 1.3848, loss: 1.3848, grad_norm: 17.5104 2020-08-02 18:09:34,825 - mmaction - INFO - Epoch [40][300/2505] lr: 5.000e-05, eta: 1 day, 2:12:25, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8635, loss_cls: 1.2674, loss: 1.2674, grad_norm: 16.7547 2020-08-02 18:10:12,986 - mmaction - INFO - Epoch [40][320/2505] lr: 5.000e-05, eta: 1 day, 2:11:43, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8635, loss_cls: 1.3318, loss: 1.3318, grad_norm: 17.5449 2020-08-02 18:10:51,034 - mmaction - INFO - Epoch [40][340/2505] lr: 5.000e-05, eta: 1 day, 2:11:00, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8667, loss_cls: 1.2751, loss: 1.2751, grad_norm: 17.6522 2020-08-02 18:11:29,279 - mmaction - INFO - Epoch [40][360/2505] lr: 5.000e-05, eta: 1 day, 2:10:18, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8693, loss_cls: 1.2155, loss: 1.2155, grad_norm: 17.1038 2020-08-02 18:12:07,484 - mmaction - INFO - Epoch [40][380/2505] lr: 5.000e-05, eta: 1 day, 2:09:35, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8729, loss_cls: 1.2833, loss: 1.2833, grad_norm: 17.3777 2020-08-02 18:12:45,549 - mmaction - INFO - Epoch [40][400/2505] lr: 5.000e-05, eta: 1 day, 2:08:53, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8635, loss_cls: 1.3271, loss: 1.3271, grad_norm: 18.0576 2020-08-02 18:13:23,665 - mmaction - INFO - Epoch [40][420/2505] lr: 5.000e-05, eta: 1 day, 2:08:11, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8615, loss_cls: 1.3298, loss: 1.3298, grad_norm: 17.3691 2020-08-02 18:14:01,856 - mmaction - INFO - Epoch [40][440/2505] lr: 5.000e-05, eta: 1 day, 2:07:28, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8583, loss_cls: 1.3212, loss: 1.3212, grad_norm: 17.1924 2020-08-02 18:14:40,222 - mmaction - INFO - Epoch [40][460/2505] lr: 5.000e-05, eta: 1 day, 2:06:46, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8760, loss_cls: 1.2662, loss: 1.2662, grad_norm: 17.3941 2020-08-02 18:15:18,396 - mmaction - INFO - Epoch [40][480/2505] lr: 5.000e-05, eta: 1 day, 2:06:04, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2931, loss: 1.2931, grad_norm: 17.2818 2020-08-02 18:15:56,679 - mmaction - INFO - Epoch [40][500/2505] lr: 5.000e-05, eta: 1 day, 2:05:22, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8693, loss_cls: 1.2666, loss: 1.2666, grad_norm: 16.8340 2020-08-02 18:16:35,029 - mmaction - INFO - Epoch [40][520/2505] lr: 5.000e-05, eta: 1 day, 2:04:40, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8620, loss_cls: 1.2958, loss: 1.2958, grad_norm: 17.1960 2020-08-02 18:17:13,255 - mmaction - INFO - Epoch [40][540/2505] lr: 5.000e-05, eta: 1 day, 2:03:57, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2608, loss: 1.2608, grad_norm: 17.5476 2020-08-02 18:17:51,299 - mmaction - INFO - Epoch [40][560/2505] lr: 5.000e-05, eta: 1 day, 2:03:15, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8646, loss_cls: 1.2623, loss: 1.2623, grad_norm: 17.3205 2020-08-02 18:18:29,407 - mmaction - INFO - Epoch [40][580/2505] lr: 5.000e-05, eta: 1 day, 2:02:32, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8682, loss_cls: 1.2693, loss: 1.2693, grad_norm: 17.2026 2020-08-02 18:19:07,592 - mmaction - INFO - Epoch [40][600/2505] lr: 5.000e-05, eta: 1 day, 2:01:50, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6828, top5_acc: 0.8630, loss_cls: 1.3506, loss: 1.3506, grad_norm: 18.2186 2020-08-02 18:19:45,930 - mmaction - INFO - Epoch [40][620/2505] lr: 5.000e-05, eta: 1 day, 2:01:08, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.6750, top5_acc: 0.8604, loss_cls: 1.3518, loss: 1.3518, grad_norm: 17.4721 2020-08-02 18:20:24,224 - mmaction - INFO - Epoch [40][640/2505] lr: 5.000e-05, eta: 1 day, 2:00:26, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8583, loss_cls: 1.3605, loss: 1.3605, grad_norm: 17.4548 2020-08-02 18:21:02,320 - mmaction - INFO - Epoch [40][660/2505] lr: 5.000e-05, eta: 1 day, 1:59:44, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8490, loss_cls: 1.4109, loss: 1.4109, grad_norm: 17.6543 2020-08-02 18:21:40,504 - mmaction - INFO - Epoch [40][680/2505] lr: 5.000e-05, eta: 1 day, 1:59:01, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8516, loss_cls: 1.3156, loss: 1.3156, grad_norm: 17.0879 2020-08-02 18:22:18,843 - mmaction - INFO - Epoch [40][700/2505] lr: 5.000e-05, eta: 1 day, 1:58:19, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8698, loss_cls: 1.2779, loss: 1.2779, grad_norm: 17.4318 2020-08-02 18:22:57,143 - mmaction - INFO - Epoch [40][720/2505] lr: 5.000e-05, eta: 1 day, 1:57:37, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6771, top5_acc: 0.8464, loss_cls: 1.3777, loss: 1.3777, grad_norm: 18.0209 2020-08-02 18:23:35,524 - mmaction - INFO - Epoch [40][740/2505] lr: 5.000e-05, eta: 1 day, 1:56:55, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8734, loss_cls: 1.2333, loss: 1.2333, grad_norm: 16.5475 2020-08-02 18:24:13,696 - mmaction - INFO - Epoch [40][760/2505] lr: 5.000e-05, eta: 1 day, 1:56:13, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8708, loss_cls: 1.2686, loss: 1.2686, grad_norm: 17.1297 2020-08-02 18:24:51,849 - mmaction - INFO - Epoch [40][780/2505] lr: 5.000e-05, eta: 1 day, 1:55:31, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8646, loss_cls: 1.3077, loss: 1.3077, grad_norm: 17.7924 2020-08-02 18:25:30,143 - mmaction - INFO - Epoch [40][800/2505] lr: 5.000e-05, eta: 1 day, 1:54:48, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8536, loss_cls: 1.3447, loss: 1.3447, grad_norm: 16.8088 2020-08-02 18:26:08,141 - mmaction - INFO - Epoch [40][820/2505] lr: 5.000e-05, eta: 1 day, 1:54:06, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8734, loss_cls: 1.2238, loss: 1.2238, grad_norm: 16.6074 2020-08-02 18:26:46,214 - mmaction - INFO - Epoch [40][840/2505] lr: 5.000e-05, eta: 1 day, 1:53:24, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8594, loss_cls: 1.3527, loss: 1.3527, grad_norm: 17.5577 2020-08-02 18:27:24,374 - mmaction - INFO - Epoch [40][860/2505] lr: 5.000e-05, eta: 1 day, 1:52:41, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3178, loss: 1.3178, grad_norm: 18.0083 2020-08-02 18:28:02,430 - mmaction - INFO - Epoch [40][880/2505] lr: 5.000e-05, eta: 1 day, 1:51:59, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8667, loss_cls: 1.3113, loss: 1.3113, grad_norm: 17.2794 2020-08-02 18:28:40,719 - mmaction - INFO - Epoch [40][900/2505] lr: 5.000e-05, eta: 1 day, 1:51:17, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8682, loss_cls: 1.2973, loss: 1.2973, grad_norm: 17.3981 2020-08-02 18:29:19,123 - mmaction - INFO - Epoch [40][920/2505] lr: 5.000e-05, eta: 1 day, 1:50:35, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8672, loss_cls: 1.2482, loss: 1.2482, grad_norm: 16.9263 2020-08-02 18:29:57,357 - mmaction - INFO - Epoch [40][940/2505] lr: 5.000e-05, eta: 1 day, 1:49:53, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8703, loss_cls: 1.2672, loss: 1.2672, grad_norm: 17.4258 2020-08-02 18:30:35,527 - mmaction - INFO - Epoch [40][960/2505] lr: 5.000e-05, eta: 1 day, 1:49:11, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8677, loss_cls: 1.3061, loss: 1.3061, grad_norm: 17.0409 2020-08-02 18:31:13,703 - mmaction - INFO - Epoch [40][980/2505] lr: 5.000e-05, eta: 1 day, 1:48:28, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8573, loss_cls: 1.3233, loss: 1.3233, grad_norm: 16.9694 2020-08-02 18:31:51,790 - mmaction - INFO - Epoch [40][1000/2505] lr: 5.000e-05, eta: 1 day, 1:47:46, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8490, loss_cls: 1.3567, loss: 1.3567, grad_norm: 17.5126 2020-08-02 18:32:30,121 - mmaction - INFO - Epoch [40][1020/2505] lr: 5.000e-05, eta: 1 day, 1:47:04, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8656, loss_cls: 1.2977, loss: 1.2977, grad_norm: 17.5250 2020-08-02 18:33:08,315 - mmaction - INFO - Epoch [40][1040/2505] lr: 5.000e-05, eta: 1 day, 1:46:22, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8677, loss_cls: 1.2898, loss: 1.2898, grad_norm: 16.9945 2020-08-02 18:33:46,529 - mmaction - INFO - Epoch [40][1060/2505] lr: 5.000e-05, eta: 1 day, 1:45:40, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8641, loss_cls: 1.2937, loss: 1.2937, grad_norm: 16.9190 2020-08-02 18:34:24,710 - mmaction - INFO - Epoch [40][1080/2505] lr: 5.000e-05, eta: 1 day, 1:44:58, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8698, loss_cls: 1.2598, loss: 1.2598, grad_norm: 16.9133 2020-08-02 18:35:02,955 - mmaction - INFO - Epoch [40][1100/2505] lr: 5.000e-05, eta: 1 day, 1:44:16, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8797, loss_cls: 1.2178, loss: 1.2178, grad_norm: 17.2130 2020-08-02 18:35:41,187 - mmaction - INFO - Epoch [40][1120/2505] lr: 5.000e-05, eta: 1 day, 1:43:33, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8786, loss_cls: 1.2309, loss: 1.2309, grad_norm: 16.9768 2020-08-02 18:36:19,324 - mmaction - INFO - Epoch [40][1140/2505] lr: 5.000e-05, eta: 1 day, 1:42:51, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8521, loss_cls: 1.3818, loss: 1.3818, grad_norm: 17.8171 2020-08-02 18:36:57,546 - mmaction - INFO - Epoch [40][1160/2505] lr: 5.000e-05, eta: 1 day, 1:42:09, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8724, loss_cls: 1.2902, loss: 1.2902, grad_norm: 17.2875 2020-08-02 18:37:35,713 - mmaction - INFO - Epoch [40][1180/2505] lr: 5.000e-05, eta: 1 day, 1:41:27, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3596, loss: 1.3596, grad_norm: 18.3859 2020-08-02 18:38:13,928 - mmaction - INFO - Epoch [40][1200/2505] lr: 5.000e-05, eta: 1 day, 1:40:45, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8667, loss_cls: 1.3112, loss: 1.3112, grad_norm: 18.0756 2020-08-02 18:38:52,095 - mmaction - INFO - Epoch [40][1220/2505] lr: 5.000e-05, eta: 1 day, 1:40:03, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8682, loss_cls: 1.3059, loss: 1.3059, grad_norm: 17.6726 2020-08-02 18:39:30,301 - mmaction - INFO - Epoch [40][1240/2505] lr: 5.000e-05, eta: 1 day, 1:39:21, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2893, loss: 1.2893, grad_norm: 17.7260 2020-08-02 18:40:08,516 - mmaction - INFO - Epoch [40][1260/2505] lr: 5.000e-05, eta: 1 day, 1:38:38, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8573, loss_cls: 1.3630, loss: 1.3630, grad_norm: 17.5428 2020-08-02 18:40:46,621 - mmaction - INFO - Epoch [40][1280/2505] lr: 5.000e-05, eta: 1 day, 1:37:56, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8630, loss_cls: 1.2861, loss: 1.2861, grad_norm: 17.0320 2020-08-02 18:41:24,860 - mmaction - INFO - Epoch [40][1300/2505] lr: 5.000e-05, eta: 1 day, 1:37:14, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8698, loss_cls: 1.2982, loss: 1.2982, grad_norm: 17.2551 2020-08-02 18:42:02,968 - mmaction - INFO - Epoch [40][1320/2505] lr: 5.000e-05, eta: 1 day, 1:36:32, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8724, loss_cls: 1.2732, loss: 1.2732, grad_norm: 17.2626 2020-08-02 18:42:41,163 - mmaction - INFO - Epoch [40][1340/2505] lr: 5.000e-05, eta: 1 day, 1:35:50, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8495, loss_cls: 1.3895, loss: 1.3895, grad_norm: 17.1693 2020-08-02 18:43:19,224 - mmaction - INFO - Epoch [40][1360/2505] lr: 5.000e-05, eta: 1 day, 1:35:08, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8682, loss_cls: 1.2977, loss: 1.2977, grad_norm: 17.3521 2020-08-02 18:43:57,320 - mmaction - INFO - Epoch [40][1380/2505] lr: 5.000e-05, eta: 1 day, 1:34:25, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8708, loss_cls: 1.2762, loss: 1.2762, grad_norm: 17.7797 2020-08-02 18:44:35,501 - mmaction - INFO - Epoch [40][1400/2505] lr: 5.000e-05, eta: 1 day, 1:33:43, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8703, loss_cls: 1.2918, loss: 1.2918, grad_norm: 17.6160 2020-08-02 18:45:13,740 - mmaction - INFO - Epoch [40][1420/2505] lr: 5.000e-05, eta: 1 day, 1:33:01, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8583, loss_cls: 1.2849, loss: 1.2849, grad_norm: 17.6679 2020-08-02 18:45:51,832 - mmaction - INFO - Epoch [40][1440/2505] lr: 5.000e-05, eta: 1 day, 1:32:19, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.3301, loss: 1.3301, grad_norm: 17.3291 2020-08-02 18:46:29,958 - mmaction - INFO - Epoch [40][1460/2505] lr: 5.000e-05, eta: 1 day, 1:31:37, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8729, loss_cls: 1.2893, loss: 1.2893, grad_norm: 17.6459 2020-08-02 18:47:08,127 - mmaction - INFO - Epoch [40][1480/2505] lr: 5.000e-05, eta: 1 day, 1:30:55, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8620, loss_cls: 1.3444, loss: 1.3444, grad_norm: 17.5040 2020-08-02 18:47:46,211 - mmaction - INFO - Epoch [40][1500/2505] lr: 5.000e-05, eta: 1 day, 1:30:13, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8552, loss_cls: 1.3270, loss: 1.3270, grad_norm: 18.0666 2020-08-02 18:48:24,279 - mmaction - INFO - Epoch [40][1520/2505] lr: 5.000e-05, eta: 1 day, 1:29:30, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8714, loss_cls: 1.2377, loss: 1.2377, grad_norm: 16.6582 2020-08-02 18:49:02,443 - mmaction - INFO - Epoch [40][1540/2505] lr: 5.000e-05, eta: 1 day, 1:28:48, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8734, loss_cls: 1.2709, loss: 1.2709, grad_norm: 17.0618 2020-08-02 18:49:40,643 - mmaction - INFO - Epoch [40][1560/2505] lr: 5.000e-05, eta: 1 day, 1:28:06, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8563, loss_cls: 1.3379, loss: 1.3379, grad_norm: 17.9918 2020-08-02 18:50:18,844 - mmaction - INFO - Epoch [40][1580/2505] lr: 5.000e-05, eta: 1 day, 1:27:24, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8661, loss_cls: 1.3096, loss: 1.3096, grad_norm: 17.4889 2020-08-02 18:50:57,090 - mmaction - INFO - Epoch [40][1600/2505] lr: 5.000e-05, eta: 1 day, 1:26:42, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8630, loss_cls: 1.3106, loss: 1.3106, grad_norm: 17.2027 2020-08-02 18:51:35,207 - mmaction - INFO - Epoch [40][1620/2505] lr: 5.000e-05, eta: 1 day, 1:26:00, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6865, top5_acc: 0.8521, loss_cls: 1.3846, loss: 1.3846, grad_norm: 17.6074 2020-08-02 18:52:13,133 - mmaction - INFO - Epoch [40][1640/2505] lr: 5.000e-05, eta: 1 day, 1:25:18, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8760, loss_cls: 1.2938, loss: 1.2938, grad_norm: 17.3291 2020-08-02 18:52:51,351 - mmaction - INFO - Epoch [40][1660/2505] lr: 5.000e-05, eta: 1 day, 1:24:36, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8604, loss_cls: 1.3122, loss: 1.3122, grad_norm: 16.8686 2020-08-02 18:53:29,599 - mmaction - INFO - Epoch [40][1680/2505] lr: 5.000e-05, eta: 1 day, 1:23:54, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8745, loss_cls: 1.3010, loss: 1.3010, grad_norm: 16.6155 2020-08-02 18:54:07,820 - mmaction - INFO - Epoch [40][1700/2505] lr: 5.000e-05, eta: 1 day, 1:23:12, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8661, loss_cls: 1.3009, loss: 1.3009, grad_norm: 17.9158 2020-08-02 18:54:45,994 - mmaction - INFO - Epoch [40][1720/2505] lr: 5.000e-05, eta: 1 day, 1:22:30, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8781, loss_cls: 1.2472, loss: 1.2472, grad_norm: 17.0545 2020-08-02 18:55:24,276 - mmaction - INFO - Epoch [40][1740/2505] lr: 5.000e-05, eta: 1 day, 1:21:48, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8438, loss_cls: 1.4067, loss: 1.4067, grad_norm: 17.5602 2020-08-02 18:56:02,474 - mmaction - INFO - Epoch [40][1760/2505] lr: 5.000e-05, eta: 1 day, 1:21:06, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8578, loss_cls: 1.3218, loss: 1.3218, grad_norm: 17.0689 2020-08-02 18:56:40,718 - mmaction - INFO - Epoch [40][1780/2505] lr: 5.000e-05, eta: 1 day, 1:20:24, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8568, loss_cls: 1.2936, loss: 1.2936, grad_norm: 17.6754 2020-08-02 18:57:18,855 - mmaction - INFO - Epoch [40][1800/2505] lr: 5.000e-05, eta: 1 day, 1:19:42, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8792, loss_cls: 1.2384, loss: 1.2384, grad_norm: 16.9207 2020-08-02 18:57:56,964 - mmaction - INFO - Epoch [40][1820/2505] lr: 5.000e-05, eta: 1 day, 1:19:00, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8609, loss_cls: 1.3392, loss: 1.3392, grad_norm: 17.7253 2020-08-02 18:58:35,259 - mmaction - INFO - Epoch [40][1840/2505] lr: 5.000e-05, eta: 1 day, 1:18:18, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8802, loss_cls: 1.2359, loss: 1.2359, grad_norm: 16.9005 2020-08-02 18:59:13,333 - mmaction - INFO - Epoch [40][1860/2505] lr: 5.000e-05, eta: 1 day, 1:17:36, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8661, loss_cls: 1.3045, loss: 1.3045, grad_norm: 17.9129 2020-08-02 18:59:51,560 - mmaction - INFO - Epoch [40][1880/2505] lr: 5.000e-05, eta: 1 day, 1:16:54, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8542, loss_cls: 1.3595, loss: 1.3595, grad_norm: 17.2698 2020-08-02 19:00:30,593 - mmaction - INFO - Epoch [40][1900/2505] lr: 5.000e-05, eta: 1 day, 1:16:13, time: 1.951, data_time: 0.003, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8740, loss_cls: 1.2688, loss: 1.2688, grad_norm: 16.8287 2020-08-02 19:01:08,832 - mmaction - INFO - Epoch [40][1920/2505] lr: 5.000e-05, eta: 1 day, 1:15:31, time: 1.912, data_time: 0.006, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8604, loss_cls: 1.3436, loss: 1.3436, grad_norm: 18.2476 2020-08-02 19:01:46,867 - mmaction - INFO - Epoch [40][1940/2505] lr: 5.000e-05, eta: 1 day, 1:14:49, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8630, loss_cls: 1.3194, loss: 1.3194, grad_norm: 17.8263 2020-08-02 19:02:25,006 - mmaction - INFO - Epoch [40][1960/2505] lr: 5.000e-05, eta: 1 day, 1:14:07, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8635, loss_cls: 1.2935, loss: 1.2935, grad_norm: 16.4435 2020-08-02 19:03:03,108 - mmaction - INFO - Epoch [40][1980/2505] lr: 5.000e-05, eta: 1 day, 1:13:25, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8630, loss_cls: 1.3231, loss: 1.3231, grad_norm: 17.3593 2020-08-02 19:03:41,365 - mmaction - INFO - Epoch [40][2000/2505] lr: 5.000e-05, eta: 1 day, 1:12:43, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8635, loss_cls: 1.2797, loss: 1.2797, grad_norm: 17.8680 2020-08-02 19:04:19,629 - mmaction - INFO - Epoch [40][2020/2505] lr: 5.000e-05, eta: 1 day, 1:12:01, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8620, loss_cls: 1.3218, loss: 1.3218, grad_norm: 17.7374 2020-08-02 19:04:57,698 - mmaction - INFO - Epoch [40][2040/2505] lr: 5.000e-05, eta: 1 day, 1:11:19, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8594, loss_cls: 1.3223, loss: 1.3223, grad_norm: 17.9939 2020-08-02 19:05:35,873 - mmaction - INFO - Epoch [40][2060/2505] lr: 5.000e-05, eta: 1 day, 1:10:37, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8677, loss_cls: 1.2736, loss: 1.2736, grad_norm: 17.2879 2020-08-02 19:06:13,966 - mmaction - INFO - Epoch [40][2080/2505] lr: 5.000e-05, eta: 1 day, 1:09:55, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8703, loss_cls: 1.2993, loss: 1.2993, grad_norm: 17.2289 2020-08-02 19:06:52,055 - mmaction - INFO - Epoch [40][2100/2505] lr: 5.000e-05, eta: 1 day, 1:09:13, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8698, loss_cls: 1.2703, loss: 1.2703, grad_norm: 16.8474 2020-08-02 19:07:30,191 - mmaction - INFO - Epoch [40][2120/2505] lr: 5.000e-05, eta: 1 day, 1:08:31, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2297, loss: 1.2297, grad_norm: 16.5714 2020-08-02 19:08:08,371 - mmaction - INFO - Epoch [40][2140/2505] lr: 5.000e-05, eta: 1 day, 1:07:49, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8635, loss_cls: 1.3162, loss: 1.3162, grad_norm: 17.6538 2020-08-02 19:08:46,361 - mmaction - INFO - Epoch [40][2160/2505] lr: 5.000e-05, eta: 1 day, 1:07:07, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8708, loss_cls: 1.2219, loss: 1.2219, grad_norm: 16.7431 2020-08-02 19:09:24,730 - mmaction - INFO - Epoch [40][2180/2505] lr: 5.000e-05, eta: 1 day, 1:06:25, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8583, loss_cls: 1.3066, loss: 1.3066, grad_norm: 17.0056 2020-08-02 19:10:02,920 - mmaction - INFO - Epoch [40][2200/2505] lr: 5.000e-05, eta: 1 day, 1:05:43, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8776, loss_cls: 1.2159, loss: 1.2159, grad_norm: 17.4416 2020-08-02 19:10:41,160 - mmaction - INFO - Epoch [40][2220/2505] lr: 5.000e-05, eta: 1 day, 1:05:01, time: 1.912, data_time: 0.002, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8620, loss_cls: 1.3358, loss: 1.3358, grad_norm: 17.6697 2020-08-02 19:11:19,459 - mmaction - INFO - Epoch [40][2240/2505] lr: 5.000e-05, eta: 1 day, 1:04:20, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6760, top5_acc: 0.8583, loss_cls: 1.3601, loss: 1.3601, grad_norm: 18.0522 2020-08-02 19:11:57,559 - mmaction - INFO - Epoch [40][2260/2505] lr: 5.000e-05, eta: 1 day, 1:03:38, time: 1.906, data_time: 0.002, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8599, loss_cls: 1.3315, loss: 1.3315, grad_norm: 17.8465 2020-08-02 19:12:35,803 - mmaction - INFO - Epoch [40][2280/2505] lr: 5.000e-05, eta: 1 day, 1:02:56, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8760, loss_cls: 1.2814, loss: 1.2814, grad_norm: 18.3356 2020-08-02 19:13:13,792 - mmaction - INFO - Epoch [40][2300/2505] lr: 5.000e-05, eta: 1 day, 1:02:14, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8620, loss_cls: 1.3055, loss: 1.3055, grad_norm: 17.5663 2020-08-02 19:13:51,966 - mmaction - INFO - Epoch [40][2320/2505] lr: 5.000e-05, eta: 1 day, 1:01:32, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8583, loss_cls: 1.3090, loss: 1.3090, grad_norm: 17.2527 2020-08-02 19:14:30,001 - mmaction - INFO - Epoch [40][2340/2505] lr: 5.000e-05, eta: 1 day, 1:00:50, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8641, loss_cls: 1.2998, loss: 1.2998, grad_norm: 17.4810 2020-08-02 19:15:08,066 - mmaction - INFO - Epoch [40][2360/2505] lr: 5.000e-05, eta: 1 day, 1:00:07, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8594, loss_cls: 1.3331, loss: 1.3331, grad_norm: 17.1524 2020-08-02 19:15:45,938 - mmaction - INFO - Epoch [40][2380/2505] lr: 5.000e-05, eta: 1 day, 0:59:25, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8672, loss_cls: 1.3060, loss: 1.3060, grad_norm: 17.9136 2020-08-02 19:16:24,016 - mmaction - INFO - Epoch [40][2400/2505] lr: 5.000e-05, eta: 1 day, 0:58:43, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2858, loss: 1.2858, grad_norm: 17.0369 2020-08-02 19:17:02,245 - mmaction - INFO - Epoch [40][2420/2505] lr: 5.000e-05, eta: 1 day, 0:58:01, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8729, loss_cls: 1.2357, loss: 1.2357, grad_norm: 17.2139 2020-08-02 19:17:40,427 - mmaction - INFO - Epoch [40][2440/2505] lr: 5.000e-05, eta: 1 day, 0:57:20, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8536, loss_cls: 1.3231, loss: 1.3231, grad_norm: 16.7681 2020-08-02 19:18:18,450 - mmaction - INFO - Epoch [40][2460/2505] lr: 5.000e-05, eta: 1 day, 0:56:37, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8667, loss_cls: 1.3242, loss: 1.3242, grad_norm: 17.0791 2020-08-02 19:18:56,604 - mmaction - INFO - Epoch [40][2480/2505] lr: 5.000e-05, eta: 1 day, 0:55:56, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8604, loss_cls: 1.2983, loss: 1.2983, grad_norm: 17.1482 2020-08-02 19:19:34,682 - mmaction - INFO - Epoch [40][2500/2505] lr: 5.000e-05, eta: 1 day, 0:55:14, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8698, loss_cls: 1.2957, loss: 1.2957, grad_norm: 17.7164 2020-08-02 19:19:46,352 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-08-02 19:20:50,383 - mmaction - INFO - Epoch [41][20/2505] lr: 5.000e-05, eta: 1 day, 0:54:41, time: 3.174, data_time: 1.229, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8641, loss_cls: 1.3081, loss: 1.3081, grad_norm: 17.2303 2020-08-02 19:21:28,890 - mmaction - INFO - Epoch [41][40/2505] lr: 5.000e-05, eta: 1 day, 0:54:00, time: 1.925, data_time: 0.009, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8771, loss_cls: 1.2364, loss: 1.2364, grad_norm: 16.7910 2020-08-02 19:22:07,117 - mmaction - INFO - Epoch [41][60/2505] lr: 5.000e-05, eta: 1 day, 0:53:18, time: 1.911, data_time: 0.002, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8708, loss_cls: 1.2298, loss: 1.2298, grad_norm: 16.2750 2020-08-02 19:22:45,495 - mmaction - INFO - Epoch [41][80/2505] lr: 5.000e-05, eta: 1 day, 0:52:37, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8578, loss_cls: 1.3299, loss: 1.3299, grad_norm: 17.0252 2020-08-02 19:23:23,696 - mmaction - INFO - Epoch [41][100/2505] lr: 5.000e-05, eta: 1 day, 0:51:55, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8531, loss_cls: 1.3377, loss: 1.3377, grad_norm: 18.4191 2020-08-02 19:24:02,130 - mmaction - INFO - Epoch [41][120/2505] lr: 5.000e-05, eta: 1 day, 0:51:13, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2763, loss: 1.2763, grad_norm: 17.3629 2020-08-02 19:24:40,452 - mmaction - INFO - Epoch [41][140/2505] lr: 5.000e-05, eta: 1 day, 0:50:32, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8724, loss_cls: 1.3003, loss: 1.3003, grad_norm: 17.8485 2020-08-02 19:25:18,556 - mmaction - INFO - Epoch [41][160/2505] lr: 5.000e-05, eta: 1 day, 0:49:50, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8760, loss_cls: 1.2392, loss: 1.2392, grad_norm: 16.8785 2020-08-02 19:25:56,666 - mmaction - INFO - Epoch [41][180/2505] lr: 5.000e-05, eta: 1 day, 0:49:08, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8776, loss_cls: 1.2439, loss: 1.2439, grad_norm: 17.3542 2020-08-02 19:26:34,948 - mmaction - INFO - Epoch [41][200/2505] lr: 5.000e-05, eta: 1 day, 0:48:26, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8651, loss_cls: 1.3196, loss: 1.3196, grad_norm: 17.3390 2020-08-02 19:27:13,006 - mmaction - INFO - Epoch [41][220/2505] lr: 5.000e-05, eta: 1 day, 0:47:44, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2689, loss: 1.2689, grad_norm: 17.7112 2020-08-02 19:27:51,017 - mmaction - INFO - Epoch [41][240/2505] lr: 5.000e-05, eta: 1 day, 0:47:02, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8693, loss_cls: 1.2639, loss: 1.2639, grad_norm: 17.4466 2020-08-02 19:28:29,135 - mmaction - INFO - Epoch [41][260/2505] lr: 5.000e-05, eta: 1 day, 0:46:20, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8688, loss_cls: 1.2974, loss: 1.2974, grad_norm: 17.9847 2020-08-02 19:29:07,429 - mmaction - INFO - Epoch [41][280/2505] lr: 5.000e-05, eta: 1 day, 0:45:38, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2722, loss: 1.2722, grad_norm: 17.4601 2020-08-02 19:29:45,461 - mmaction - INFO - Epoch [41][300/2505] lr: 5.000e-05, eta: 1 day, 0:44:56, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8656, loss_cls: 1.2706, loss: 1.2706, grad_norm: 17.4287 2020-08-02 19:30:23,569 - mmaction - INFO - Epoch [41][320/2505] lr: 5.000e-05, eta: 1 day, 0:44:14, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8604, loss_cls: 1.3347, loss: 1.3347, grad_norm: 17.4517 2020-08-02 19:31:01,768 - mmaction - INFO - Epoch [41][340/2505] lr: 5.000e-05, eta: 1 day, 0:43:33, time: 1.910, data_time: 0.002, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8682, loss_cls: 1.2853, loss: 1.2853, grad_norm: 17.6489 2020-08-02 19:31:39,844 - mmaction - INFO - Epoch [41][360/2505] lr: 5.000e-05, eta: 1 day, 0:42:51, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8667, loss_cls: 1.2960, loss: 1.2960, grad_norm: 16.9399 2020-08-02 19:32:17,915 - mmaction - INFO - Epoch [41][380/2505] lr: 5.000e-05, eta: 1 day, 0:42:09, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8729, loss_cls: 1.2170, loss: 1.2170, grad_norm: 17.1977 2020-08-02 19:32:55,933 - mmaction - INFO - Epoch [41][400/2505] lr: 5.000e-05, eta: 1 day, 0:41:27, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6833, top5_acc: 0.8568, loss_cls: 1.3838, loss: 1.3838, grad_norm: 17.4412 2020-08-02 19:33:33,918 - mmaction - INFO - Epoch [41][420/2505] lr: 5.000e-05, eta: 1 day, 0:40:45, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8714, loss_cls: 1.2568, loss: 1.2568, grad_norm: 16.9075 2020-08-02 19:34:12,059 - mmaction - INFO - Epoch [41][440/2505] lr: 5.000e-05, eta: 1 day, 0:40:03, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8724, loss_cls: 1.2612, loss: 1.2612, grad_norm: 16.8373 2020-08-02 19:34:50,306 - mmaction - INFO - Epoch [41][460/2505] lr: 5.000e-05, eta: 1 day, 0:39:21, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.1968, loss: 1.1968, grad_norm: 16.9900 2020-08-02 19:35:28,479 - mmaction - INFO - Epoch [41][480/2505] lr: 5.000e-05, eta: 1 day, 0:38:39, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8682, loss_cls: 1.2624, loss: 1.2624, grad_norm: 17.3712 2020-08-02 19:36:06,540 - mmaction - INFO - Epoch [41][500/2505] lr: 5.000e-05, eta: 1 day, 0:37:57, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8495, loss_cls: 1.3609, loss: 1.3609, grad_norm: 17.4165 2020-08-02 19:36:44,656 - mmaction - INFO - Epoch [41][520/2505] lr: 5.000e-05, eta: 1 day, 0:37:16, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8625, loss_cls: 1.3110, loss: 1.3110, grad_norm: 17.3646 2020-08-02 19:37:22,728 - mmaction - INFO - Epoch [41][540/2505] lr: 5.000e-05, eta: 1 day, 0:36:34, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8531, loss_cls: 1.3447, loss: 1.3447, grad_norm: 17.6068 2020-08-02 19:38:00,982 - mmaction - INFO - Epoch [41][560/2505] lr: 5.000e-05, eta: 1 day, 0:35:52, time: 1.913, data_time: 0.002, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8615, loss_cls: 1.2933, loss: 1.2933, grad_norm: 17.2887 2020-08-02 19:38:39,140 - mmaction - INFO - Epoch [41][580/2505] lr: 5.000e-05, eta: 1 day, 0:35:10, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8729, loss_cls: 1.2644, loss: 1.2644, grad_norm: 17.5981 2020-08-02 19:39:17,324 - mmaction - INFO - Epoch [41][600/2505] lr: 5.000e-05, eta: 1 day, 0:34:29, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7286, top5_acc: 0.8771, loss_cls: 1.2001, loss: 1.2001, grad_norm: 17.2785 2020-08-02 19:39:55,492 - mmaction - INFO - Epoch [41][620/2505] lr: 5.000e-05, eta: 1 day, 0:33:47, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8745, loss_cls: 1.2558, loss: 1.2558, grad_norm: 16.9953 2020-08-02 19:40:33,510 - mmaction - INFO - Epoch [41][640/2505] lr: 5.000e-05, eta: 1 day, 0:33:05, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8661, loss_cls: 1.3274, loss: 1.3274, grad_norm: 17.8040 2020-08-02 19:41:11,661 - mmaction - INFO - Epoch [41][660/2505] lr: 5.000e-05, eta: 1 day, 0:32:23, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8641, loss_cls: 1.2969, loss: 1.2969, grad_norm: 17.1573 2020-08-02 19:41:49,853 - mmaction - INFO - Epoch [41][680/2505] lr: 5.000e-05, eta: 1 day, 0:31:41, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8750, loss_cls: 1.2307, loss: 1.2307, grad_norm: 17.0587 2020-08-02 19:42:28,109 - mmaction - INFO - Epoch [41][700/2505] lr: 5.000e-05, eta: 1 day, 0:31:00, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8693, loss_cls: 1.2302, loss: 1.2302, grad_norm: 17.0559 2020-08-02 19:43:06,192 - mmaction - INFO - Epoch [41][720/2505] lr: 5.000e-05, eta: 1 day, 0:30:18, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8760, loss_cls: 1.2719, loss: 1.2719, grad_norm: 17.3087 2020-08-02 19:43:44,261 - mmaction - INFO - Epoch [41][740/2505] lr: 5.000e-05, eta: 1 day, 0:29:36, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8536, loss_cls: 1.3278, loss: 1.3278, grad_norm: 17.3074 2020-08-02 19:44:22,437 - mmaction - INFO - Epoch [41][760/2505] lr: 5.000e-05, eta: 1 day, 0:28:54, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8531, loss_cls: 1.3634, loss: 1.3634, grad_norm: 17.5034 2020-08-02 19:45:00,579 - mmaction - INFO - Epoch [41][780/2505] lr: 5.000e-05, eta: 1 day, 0:28:12, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.3256, loss: 1.3256, grad_norm: 17.5710 2020-08-02 19:45:38,726 - mmaction - INFO - Epoch [41][800/2505] lr: 5.000e-05, eta: 1 day, 0:27:31, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8781, loss_cls: 1.2684, loss: 1.2684, grad_norm: 17.8250 2020-08-02 19:46:16,749 - mmaction - INFO - Epoch [41][820/2505] lr: 5.000e-05, eta: 1 day, 0:26:49, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8693, loss_cls: 1.3116, loss: 1.3116, grad_norm: 17.9204 2020-08-02 19:46:54,879 - mmaction - INFO - Epoch [41][840/2505] lr: 5.000e-05, eta: 1 day, 0:26:07, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8656, loss_cls: 1.3042, loss: 1.3042, grad_norm: 17.5235 2020-08-02 19:47:32,998 - mmaction - INFO - Epoch [41][860/2505] lr: 5.000e-05, eta: 1 day, 0:25:25, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8651, loss_cls: 1.3187, loss: 1.3187, grad_norm: 17.3883 2020-08-02 19:48:11,281 - mmaction - INFO - Epoch [41][880/2505] lr: 5.000e-05, eta: 1 day, 0:24:44, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8698, loss_cls: 1.2197, loss: 1.2197, grad_norm: 17.3799 2020-08-02 19:48:49,467 - mmaction - INFO - Epoch [41][900/2505] lr: 5.000e-05, eta: 1 day, 0:24:02, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8583, loss_cls: 1.3760, loss: 1.3760, grad_norm: 18.3831 2020-08-02 19:49:27,603 - mmaction - INFO - Epoch [41][920/2505] lr: 5.000e-05, eta: 1 day, 0:23:20, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8703, loss_cls: 1.2574, loss: 1.2574, grad_norm: 17.8850 2020-08-02 19:50:05,722 - mmaction - INFO - Epoch [41][940/2505] lr: 5.000e-05, eta: 1 day, 0:22:38, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8698, loss_cls: 1.2974, loss: 1.2974, grad_norm: 18.1022 2020-08-02 19:50:43,926 - mmaction - INFO - Epoch [41][960/2505] lr: 5.000e-05, eta: 1 day, 0:21:57, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8573, loss_cls: 1.2936, loss: 1.2936, grad_norm: 17.8768 2020-08-02 19:51:22,104 - mmaction - INFO - Epoch [41][980/2505] lr: 5.000e-05, eta: 1 day, 0:21:15, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8698, loss_cls: 1.2369, loss: 1.2369, grad_norm: 16.7619 2020-08-02 19:52:00,403 - mmaction - INFO - Epoch [41][1000/2505] lr: 5.000e-05, eta: 1 day, 0:20:34, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8734, loss_cls: 1.2040, loss: 1.2040, grad_norm: 16.8678 2020-08-02 19:52:38,616 - mmaction - INFO - Epoch [41][1020/2505] lr: 5.000e-05, eta: 1 day, 0:19:52, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8635, loss_cls: 1.3107, loss: 1.3107, grad_norm: 17.0396 2020-08-02 19:53:16,620 - mmaction - INFO - Epoch [41][1040/2505] lr: 5.000e-05, eta: 1 day, 0:19:10, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8693, loss_cls: 1.3260, loss: 1.3260, grad_norm: 17.4372 2020-08-02 19:53:54,493 - mmaction - INFO - Epoch [41][1060/2505] lr: 5.000e-05, eta: 1 day, 0:18:28, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8771, loss_cls: 1.2395, loss: 1.2395, grad_norm: 17.3585 2020-08-02 19:54:32,534 - mmaction - INFO - Epoch [41][1080/2505] lr: 5.000e-05, eta: 1 day, 0:17:46, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8635, loss_cls: 1.3174, loss: 1.3174, grad_norm: 17.6954 2020-08-02 19:55:10,721 - mmaction - INFO - Epoch [41][1100/2505] lr: 5.000e-05, eta: 1 day, 0:17:05, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8661, loss_cls: 1.2763, loss: 1.2763, grad_norm: 17.3914 2020-08-02 19:55:48,809 - mmaction - INFO - Epoch [41][1120/2505] lr: 5.000e-05, eta: 1 day, 0:16:23, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8667, loss_cls: 1.2978, loss: 1.2978, grad_norm: 17.4464 2020-08-02 19:56:26,981 - mmaction - INFO - Epoch [41][1140/2505] lr: 5.000e-05, eta: 1 day, 0:15:41, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8714, loss_cls: 1.2492, loss: 1.2492, grad_norm: 17.6822 2020-08-02 19:57:05,113 - mmaction - INFO - Epoch [41][1160/2505] lr: 5.000e-05, eta: 1 day, 0:14:59, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8688, loss_cls: 1.3007, loss: 1.3007, grad_norm: 17.4020 2020-08-02 19:57:43,235 - mmaction - INFO - Epoch [41][1180/2505] lr: 5.000e-05, eta: 1 day, 0:14:18, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8714, loss_cls: 1.3076, loss: 1.3076, grad_norm: 17.7046 2020-08-02 19:58:21,501 - mmaction - INFO - Epoch [41][1200/2505] lr: 5.000e-05, eta: 1 day, 0:13:36, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8682, loss_cls: 1.2939, loss: 1.2939, grad_norm: 17.7030 2020-08-02 19:58:59,684 - mmaction - INFO - Epoch [41][1220/2505] lr: 5.000e-05, eta: 1 day, 0:12:55, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8661, loss_cls: 1.2608, loss: 1.2608, grad_norm: 17.0699 2020-08-02 19:59:37,786 - mmaction - INFO - Epoch [41][1240/2505] lr: 5.000e-05, eta: 1 day, 0:12:13, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.2369, loss: 1.2369, grad_norm: 16.5841 2020-08-02 20:00:17,398 - mmaction - INFO - Epoch [41][1260/2505] lr: 5.000e-05, eta: 1 day, 0:11:33, time: 1.979, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8682, loss_cls: 1.3025, loss: 1.3025, grad_norm: 17.7668 2020-08-02 20:00:55,593 - mmaction - INFO - Epoch [41][1280/2505] lr: 5.000e-05, eta: 1 day, 0:10:51, time: 1.910, data_time: 0.006, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8589, loss_cls: 1.3227, loss: 1.3227, grad_norm: 16.8871 2020-08-02 20:01:33,584 - mmaction - INFO - Epoch [41][1300/2505] lr: 5.000e-05, eta: 1 day, 0:10:09, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8677, loss_cls: 1.3322, loss: 1.3322, grad_norm: 17.8851 2020-08-02 20:02:11,481 - mmaction - INFO - Epoch [41][1320/2505] lr: 5.000e-05, eta: 1 day, 0:09:28, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8583, loss_cls: 1.3597, loss: 1.3597, grad_norm: 18.2563 2020-08-02 20:02:49,608 - mmaction - INFO - Epoch [41][1340/2505] lr: 5.000e-05, eta: 1 day, 0:08:46, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8656, loss_cls: 1.2927, loss: 1.2927, grad_norm: 17.7200 2020-08-02 20:03:27,579 - mmaction - INFO - Epoch [41][1360/2505] lr: 5.000e-05, eta: 1 day, 0:08:04, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8672, loss_cls: 1.3043, loss: 1.3043, grad_norm: 17.5573 2020-08-02 20:04:05,868 - mmaction - INFO - Epoch [41][1380/2505] lr: 5.000e-05, eta: 1 day, 0:07:23, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8589, loss_cls: 1.3444, loss: 1.3444, grad_norm: 18.1318 2020-08-02 20:04:43,937 - mmaction - INFO - Epoch [41][1400/2505] lr: 5.000e-05, eta: 1 day, 0:06:41, time: 1.904, data_time: 0.002, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.3020, loss: 1.3020, grad_norm: 17.6808 2020-08-02 20:05:22,670 - mmaction - INFO - Epoch [41][1420/2505] lr: 5.000e-05, eta: 1 day, 0:06:00, time: 1.936, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8589, loss_cls: 1.2974, loss: 1.2974, grad_norm: 17.2407 2020-08-02 20:06:00,860 - mmaction - INFO - Epoch [41][1440/2505] lr: 5.000e-05, eta: 1 day, 0:05:18, time: 1.909, data_time: 0.004, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8734, loss_cls: 1.2126, loss: 1.2126, grad_norm: 17.5120 2020-08-02 20:06:39,048 - mmaction - INFO - Epoch [41][1460/2505] lr: 5.000e-05, eta: 1 day, 0:04:37, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8667, loss_cls: 1.2709, loss: 1.2709, grad_norm: 17.1800 2020-08-02 20:07:17,084 - mmaction - INFO - Epoch [41][1480/2505] lr: 5.000e-05, eta: 1 day, 0:03:55, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8693, loss_cls: 1.2835, loss: 1.2835, grad_norm: 17.8849 2020-08-02 20:07:55,219 - mmaction - INFO - Epoch [41][1500/2505] lr: 5.000e-05, eta: 1 day, 0:03:13, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8615, loss_cls: 1.3417, loss: 1.3417, grad_norm: 17.6283 2020-08-02 20:08:33,371 - mmaction - INFO - Epoch [41][1520/2505] lr: 5.000e-05, eta: 1 day, 0:02:32, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8714, loss_cls: 1.2917, loss: 1.2917, grad_norm: 17.9327 2020-08-02 20:09:11,634 - mmaction - INFO - Epoch [41][1540/2505] lr: 5.000e-05, eta: 1 day, 0:01:50, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8688, loss_cls: 1.2964, loss: 1.2964, grad_norm: 17.4624 2020-08-02 20:09:49,682 - mmaction - INFO - Epoch [41][1560/2505] lr: 5.000e-05, eta: 1 day, 0:01:09, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8594, loss_cls: 1.3314, loss: 1.3314, grad_norm: 17.9551 2020-08-02 20:10:28,092 - mmaction - INFO - Epoch [41][1580/2505] lr: 5.000e-05, eta: 1 day, 0:00:27, time: 1.920, data_time: 0.000, memory: 8520, top1_acc: 0.6880, top5_acc: 0.8542, loss_cls: 1.3775, loss: 1.3775, grad_norm: 17.9802 2020-08-02 20:11:06,113 - mmaction - INFO - Epoch [41][1600/2505] lr: 5.000e-05, eta: 23:59:45, time: 1.901, data_time: 0.003, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8771, loss_cls: 1.2077, loss: 1.2077, grad_norm: 17.5603 2020-08-02 20:11:44,108 - mmaction - INFO - Epoch [41][1620/2505] lr: 5.000e-05, eta: 23:59:04, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8536, loss_cls: 1.3725, loss: 1.3725, grad_norm: 17.7995 2020-08-02 20:12:22,222 - mmaction - INFO - Epoch [41][1640/2505] lr: 5.000e-05, eta: 23:58:22, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8641, loss_cls: 1.3152, loss: 1.3152, grad_norm: 17.5538 2020-08-02 20:13:00,234 - mmaction - INFO - Epoch [41][1660/2505] lr: 5.000e-05, eta: 23:57:40, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8682, loss_cls: 1.3108, loss: 1.3108, grad_norm: 17.5708 2020-08-02 20:13:38,250 - mmaction - INFO - Epoch [41][1680/2505] lr: 5.000e-05, eta: 23:56:59, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8531, loss_cls: 1.3565, loss: 1.3565, grad_norm: 18.1660 2020-08-02 20:14:16,442 - mmaction - INFO - Epoch [41][1700/2505] lr: 5.000e-05, eta: 23:56:17, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8641, loss_cls: 1.3208, loss: 1.3208, grad_norm: 17.7741 2020-08-02 20:14:54,679 - mmaction - INFO - Epoch [41][1720/2505] lr: 5.000e-05, eta: 23:55:36, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.3021, loss: 1.3021, grad_norm: 18.1820 2020-08-02 20:15:33,075 - mmaction - INFO - Epoch [41][1740/2505] lr: 5.000e-05, eta: 23:54:54, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8667, loss_cls: 1.3132, loss: 1.3132, grad_norm: 17.6250 2020-08-02 20:16:11,129 - mmaction - INFO - Epoch [41][1760/2505] lr: 5.000e-05, eta: 23:54:13, time: 1.903, data_time: 0.003, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8776, loss_cls: 1.2595, loss: 1.2595, grad_norm: 17.7151 2020-08-02 20:16:49,272 - mmaction - INFO - Epoch [41][1780/2505] lr: 5.000e-05, eta: 23:53:31, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6828, top5_acc: 0.8568, loss_cls: 1.3613, loss: 1.3613, grad_norm: 18.1233 2020-08-02 20:17:27,187 - mmaction - INFO - Epoch [41][1800/2505] lr: 5.000e-05, eta: 23:52:49, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8745, loss_cls: 1.2295, loss: 1.2295, grad_norm: 17.4061 2020-08-02 20:18:05,186 - mmaction - INFO - Epoch [41][1820/2505] lr: 5.000e-05, eta: 23:52:07, time: 1.899, data_time: 0.000, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8687, loss_cls: 1.2700, loss: 1.2700, grad_norm: 17.3615 2020-08-02 20:18:43,389 - mmaction - INFO - Epoch [41][1840/2505] lr: 5.000e-05, eta: 23:51:26, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8656, loss_cls: 1.2873, loss: 1.2873, grad_norm: 17.3646 2020-08-02 20:19:21,371 - mmaction - INFO - Epoch [41][1860/2505] lr: 5.000e-05, eta: 23:50:44, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8760, loss_cls: 1.2643, loss: 1.2643, grad_norm: 17.0137 2020-08-02 20:19:59,499 - mmaction - INFO - Epoch [41][1880/2505] lr: 5.000e-05, eta: 23:50:03, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8646, loss_cls: 1.3539, loss: 1.3539, grad_norm: 17.8652 2020-08-02 20:20:37,600 - mmaction - INFO - Epoch [41][1900/2505] lr: 5.000e-05, eta: 23:49:21, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.2175, loss: 1.2175, grad_norm: 16.9498 2020-08-02 20:21:15,675 - mmaction - INFO - Epoch [41][1920/2505] lr: 5.000e-05, eta: 23:48:39, time: 1.904, data_time: 0.003, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8698, loss_cls: 1.3054, loss: 1.3054, grad_norm: 17.9074 2020-08-02 20:21:53,813 - mmaction - INFO - Epoch [41][1940/2505] lr: 5.000e-05, eta: 23:47:58, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8547, loss_cls: 1.3526, loss: 1.3526, grad_norm: 17.9736 2020-08-02 20:22:31,989 - mmaction - INFO - Epoch [41][1960/2505] lr: 5.000e-05, eta: 23:47:16, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8635, loss_cls: 1.3376, loss: 1.3376, grad_norm: 17.9121 2020-08-02 20:23:10,130 - mmaction - INFO - Epoch [41][1980/2505] lr: 5.000e-05, eta: 23:46:35, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8714, loss_cls: 1.2764, loss: 1.2764, grad_norm: 17.2783 2020-08-02 20:23:48,110 - mmaction - INFO - Epoch [41][2000/2505] lr: 5.000e-05, eta: 23:45:53, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8672, loss_cls: 1.2726, loss: 1.2726, grad_norm: 17.1057 2020-08-02 20:24:26,313 - mmaction - INFO - Epoch [41][2020/2505] lr: 5.000e-05, eta: 23:45:12, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8573, loss_cls: 1.3641, loss: 1.3641, grad_norm: 17.8365 2020-08-02 20:25:04,397 - mmaction - INFO - Epoch [41][2040/2505] lr: 5.000e-05, eta: 23:44:30, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8688, loss_cls: 1.3142, loss: 1.3142, grad_norm: 17.3693 2020-08-02 20:25:42,492 - mmaction - INFO - Epoch [41][2060/2505] lr: 5.000e-05, eta: 23:43:48, time: 1.906, data_time: 0.002, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8760, loss_cls: 1.2366, loss: 1.2366, grad_norm: 17.4734 2020-08-02 20:26:20,339 - mmaction - INFO - Epoch [41][2080/2505] lr: 5.000e-05, eta: 23:43:07, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8609, loss_cls: 1.2952, loss: 1.2952, grad_norm: 18.0230 2020-08-02 20:26:58,450 - mmaction - INFO - Epoch [41][2100/2505] lr: 5.000e-05, eta: 23:42:25, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8568, loss_cls: 1.3430, loss: 1.3430, grad_norm: 17.6811 2020-08-02 20:27:36,504 - mmaction - INFO - Epoch [41][2120/2505] lr: 5.000e-05, eta: 23:41:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8677, loss_cls: 1.2925, loss: 1.2925, grad_norm: 17.2661 2020-08-02 20:28:14,390 - mmaction - INFO - Epoch [41][2140/2505] lr: 5.000e-05, eta: 23:41:02, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8526, loss_cls: 1.3719, loss: 1.3719, grad_norm: 17.7245 2020-08-02 20:28:52,628 - mmaction - INFO - Epoch [41][2160/2505] lr: 5.000e-05, eta: 23:40:20, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8641, loss_cls: 1.2968, loss: 1.2968, grad_norm: 17.4603 2020-08-02 20:29:30,565 - mmaction - INFO - Epoch [41][2180/2505] lr: 5.000e-05, eta: 23:39:39, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8578, loss_cls: 1.3590, loss: 1.3590, grad_norm: 17.7227 2020-08-02 20:30:08,680 - mmaction - INFO - Epoch [41][2200/2505] lr: 5.000e-05, eta: 23:38:57, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8516, loss_cls: 1.3675, loss: 1.3675, grad_norm: 17.8482 2020-08-02 20:30:46,907 - mmaction - INFO - Epoch [41][2220/2505] lr: 5.000e-05, eta: 23:38:16, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8620, loss_cls: 1.3332, loss: 1.3332, grad_norm: 17.6076 2020-08-02 20:31:25,037 - mmaction - INFO - Epoch [41][2240/2505] lr: 5.000e-05, eta: 23:37:34, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8536, loss_cls: 1.3610, loss: 1.3610, grad_norm: 18.2049 2020-08-02 20:32:03,133 - mmaction - INFO - Epoch [41][2260/2505] lr: 5.000e-05, eta: 23:36:53, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8599, loss_cls: 1.3084, loss: 1.3084, grad_norm: 17.4331 2020-08-02 20:32:41,190 - mmaction - INFO - Epoch [41][2280/2505] lr: 5.000e-05, eta: 23:36:11, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8656, loss_cls: 1.2986, loss: 1.2986, grad_norm: 16.7377 2020-08-02 20:33:19,522 - mmaction - INFO - Epoch [41][2300/2505] lr: 5.000e-05, eta: 23:35:30, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8667, loss_cls: 1.2575, loss: 1.2575, grad_norm: 17.2762 2020-08-02 20:33:57,634 - mmaction - INFO - Epoch [41][2320/2505] lr: 5.000e-05, eta: 23:34:48, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8672, loss_cls: 1.2458, loss: 1.2458, grad_norm: 17.1159 2020-08-02 20:34:35,609 - mmaction - INFO - Epoch [41][2340/2505] lr: 5.000e-05, eta: 23:34:07, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8698, loss_cls: 1.2902, loss: 1.2902, grad_norm: 17.1321 2020-08-02 20:35:13,646 - mmaction - INFO - Epoch [41][2360/2505] lr: 5.000e-05, eta: 23:33:25, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8703, loss_cls: 1.2896, loss: 1.2896, grad_norm: 17.7434 2020-08-02 20:35:51,699 - mmaction - INFO - Epoch [41][2380/2505] lr: 5.000e-05, eta: 23:32:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3419, loss: 1.3419, grad_norm: 17.7696 2020-08-02 20:36:29,809 - mmaction - INFO - Epoch [41][2400/2505] lr: 5.000e-05, eta: 23:32:02, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8760, loss_cls: 1.2553, loss: 1.2553, grad_norm: 17.7290 2020-08-02 20:37:07,946 - mmaction - INFO - Epoch [41][2420/2505] lr: 5.000e-05, eta: 23:31:20, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8786, loss_cls: 1.2848, loss: 1.2848, grad_norm: 17.0923 2020-08-02 20:37:46,019 - mmaction - INFO - Epoch [41][2440/2505] lr: 5.000e-05, eta: 23:30:39, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8672, loss_cls: 1.2885, loss: 1.2885, grad_norm: 17.7946 2020-08-02 20:38:24,194 - mmaction - INFO - Epoch [41][2460/2505] lr: 5.000e-05, eta: 23:29:57, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8760, loss_cls: 1.2170, loss: 1.2170, grad_norm: 16.3409 2020-08-02 20:39:02,446 - mmaction - INFO - Epoch [41][2480/2505] lr: 5.000e-05, eta: 23:29:16, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8667, loss_cls: 1.2949, loss: 1.2949, grad_norm: 17.7352 2020-08-02 20:39:40,422 - mmaction - INFO - Epoch [41][2500/2505] lr: 5.000e-05, eta: 23:28:35, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8693, loss_cls: 1.3197, loss: 1.3197, grad_norm: 16.9333 2020-08-02 20:41:11,587 - mmaction - INFO - Epoch [42][20/2505] lr: 5.000e-05, eta: 23:28:17, time: 3.885, data_time: 1.931, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8646, loss_cls: 1.2980, loss: 1.2980, grad_norm: 18.0729 2020-08-02 20:41:50,176 - mmaction - INFO - Epoch [42][40/2505] lr: 5.000e-05, eta: 23:27:36, time: 1.929, data_time: 0.010, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8734, loss_cls: 1.2890, loss: 1.2890, grad_norm: 17.8128 2020-08-02 20:42:28,460 - mmaction - INFO - Epoch [42][60/2505] lr: 5.000e-05, eta: 23:26:54, time: 1.914, data_time: 0.002, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8776, loss_cls: 1.2155, loss: 1.2155, grad_norm: 16.9168 2020-08-02 20:43:06,687 - mmaction - INFO - Epoch [42][80/2505] lr: 5.000e-05, eta: 23:26:13, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8630, loss_cls: 1.2741, loss: 1.2741, grad_norm: 17.1904 2020-08-02 20:43:44,759 - mmaction - INFO - Epoch [42][100/2505] lr: 5.000e-05, eta: 23:25:32, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8740, loss_cls: 1.2674, loss: 1.2674, grad_norm: 17.4947 2020-08-02 20:44:22,829 - mmaction - INFO - Epoch [42][120/2505] lr: 5.000e-05, eta: 23:24:50, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8604, loss_cls: 1.3177, loss: 1.3177, grad_norm: 17.8803 2020-08-02 20:45:01,492 - mmaction - INFO - Epoch [42][140/2505] lr: 5.000e-05, eta: 23:24:09, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8599, loss_cls: 1.2890, loss: 1.2890, grad_norm: 17.1015 2020-08-02 20:45:40,178 - mmaction - INFO - Epoch [42][160/2505] lr: 5.000e-05, eta: 23:23:28, time: 1.951, data_time: 0.018, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8729, loss_cls: 1.2708, loss: 1.2708, grad_norm: 17.6081 2020-08-02 20:46:18,368 - mmaction - INFO - Epoch [42][180/2505] lr: 5.000e-05, eta: 23:22:47, time: 1.909, data_time: 0.002, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2691, loss: 1.2691, grad_norm: 17.5595 2020-08-02 20:46:56,405 - mmaction - INFO - Epoch [42][200/2505] lr: 5.000e-05, eta: 23:22:05, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8594, loss_cls: 1.3495, loss: 1.3495, grad_norm: 17.6830 2020-08-02 20:47:34,322 - mmaction - INFO - Epoch [42][220/2505] lr: 5.000e-05, eta: 23:21:24, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8656, loss_cls: 1.3199, loss: 1.3199, grad_norm: 17.9210 2020-08-02 20:48:12,481 - mmaction - INFO - Epoch [42][240/2505] lr: 5.000e-05, eta: 23:20:42, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8667, loss_cls: 1.2675, loss: 1.2675, grad_norm: 17.0670 2020-08-02 20:48:50,689 - mmaction - INFO - Epoch [42][260/2505] lr: 5.000e-05, eta: 23:20:01, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8661, loss_cls: 1.2718, loss: 1.2718, grad_norm: 17.5208 2020-08-02 20:49:28,889 - mmaction - INFO - Epoch [42][280/2505] lr: 5.000e-05, eta: 23:19:20, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3327, loss: 1.3327, grad_norm: 17.7327 2020-08-02 20:50:07,096 - mmaction - INFO - Epoch [42][300/2505] lr: 5.000e-05, eta: 23:18:38, time: 1.910, data_time: 0.003, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.3350, loss: 1.3350, grad_norm: 17.9102 2020-08-02 20:50:45,330 - mmaction - INFO - Epoch [42][320/2505] lr: 5.000e-05, eta: 23:17:57, time: 1.912, data_time: 0.006, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8729, loss_cls: 1.2676, loss: 1.2676, grad_norm: 17.1787 2020-08-02 20:51:23,314 - mmaction - INFO - Epoch [42][340/2505] lr: 5.000e-05, eta: 23:17:15, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8719, loss_cls: 1.2629, loss: 1.2629, grad_norm: 17.3792 2020-08-02 20:52:01,474 - mmaction - INFO - Epoch [42][360/2505] lr: 5.000e-05, eta: 23:16:34, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8714, loss_cls: 1.3265, loss: 1.3265, grad_norm: 18.0054 2020-08-02 20:52:39,439 - mmaction - INFO - Epoch [42][380/2505] lr: 5.000e-05, eta: 23:15:52, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8677, loss_cls: 1.2844, loss: 1.2844, grad_norm: 17.7629 2020-08-02 20:53:17,441 - mmaction - INFO - Epoch [42][400/2505] lr: 5.000e-05, eta: 23:15:11, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8719, loss_cls: 1.2358, loss: 1.2358, grad_norm: 17.1444 2020-08-02 20:53:55,470 - mmaction - INFO - Epoch [42][420/2505] lr: 5.000e-05, eta: 23:14:29, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8599, loss_cls: 1.3491, loss: 1.3491, grad_norm: 17.6709 2020-08-02 20:54:33,580 - mmaction - INFO - Epoch [42][440/2505] lr: 5.000e-05, eta: 23:13:48, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8542, loss_cls: 1.3784, loss: 1.3784, grad_norm: 18.4194 2020-08-02 20:55:11,693 - mmaction - INFO - Epoch [42][460/2505] lr: 5.000e-05, eta: 23:13:06, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7286, top5_acc: 0.8766, loss_cls: 1.2159, loss: 1.2159, grad_norm: 17.0342 2020-08-02 20:55:50,183 - mmaction - INFO - Epoch [42][480/2505] lr: 5.000e-05, eta: 23:12:25, time: 1.924, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8646, loss_cls: 1.2940, loss: 1.2940, grad_norm: 17.2339 2020-08-02 20:56:28,440 - mmaction - INFO - Epoch [42][500/2505] lr: 5.000e-05, eta: 23:11:44, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8714, loss_cls: 1.2739, loss: 1.2739, grad_norm: 17.3377 2020-08-02 20:57:06,597 - mmaction - INFO - Epoch [42][520/2505] lr: 5.000e-05, eta: 23:11:03, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8807, loss_cls: 1.2135, loss: 1.2135, grad_norm: 17.3904 2020-08-02 20:57:44,816 - mmaction - INFO - Epoch [42][540/2505] lr: 5.000e-05, eta: 23:10:21, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8724, loss_cls: 1.2874, loss: 1.2874, grad_norm: 16.8123 2020-08-02 20:58:22,802 - mmaction - INFO - Epoch [42][560/2505] lr: 5.000e-05, eta: 23:09:40, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8531, loss_cls: 1.3759, loss: 1.3759, grad_norm: 17.5718 2020-08-02 20:59:00,861 - mmaction - INFO - Epoch [42][580/2505] lr: 5.000e-05, eta: 23:08:58, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8651, loss_cls: 1.3055, loss: 1.3055, grad_norm: 17.9491 2020-08-02 20:59:38,859 - mmaction - INFO - Epoch [42][600/2505] lr: 5.000e-05, eta: 23:08:17, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8630, loss_cls: 1.2816, loss: 1.2816, grad_norm: 17.0736 2020-08-02 21:00:19,483 - mmaction - INFO - Epoch [42][620/2505] lr: 5.000e-05, eta: 23:07:38, time: 2.030, data_time: 0.006, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8615, loss_cls: 1.3506, loss: 1.3506, grad_norm: 18.2234 2020-08-02 21:00:57,679 - mmaction - INFO - Epoch [42][640/2505] lr: 5.000e-05, eta: 23:06:57, time: 1.911, data_time: 0.007, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8594, loss_cls: 1.2985, loss: 1.2985, grad_norm: 17.2617 2020-08-02 21:01:35,881 - mmaction - INFO - Epoch [42][660/2505] lr: 5.000e-05, eta: 23:06:16, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8677, loss_cls: 1.2957, loss: 1.2957, grad_norm: 17.4993 2020-08-02 21:02:14,020 - mmaction - INFO - Epoch [42][680/2505] lr: 5.000e-05, eta: 23:05:34, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8740, loss_cls: 1.2284, loss: 1.2284, grad_norm: 16.6946 2020-08-02 21:02:52,329 - mmaction - INFO - Epoch [42][700/2505] lr: 5.000e-05, eta: 23:04:53, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8724, loss_cls: 1.3088, loss: 1.3088, grad_norm: 17.9185 2020-08-02 21:03:30,484 - mmaction - INFO - Epoch [42][720/2505] lr: 5.000e-05, eta: 23:04:12, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8682, loss_cls: 1.2788, loss: 1.2788, grad_norm: 17.3658 2020-08-02 21:04:08,597 - mmaction - INFO - Epoch [42][740/2505] lr: 5.000e-05, eta: 23:03:30, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8849, loss_cls: 1.2258, loss: 1.2258, grad_norm: 17.4836 2020-08-02 21:04:46,640 - mmaction - INFO - Epoch [42][760/2505] lr: 5.000e-05, eta: 23:02:49, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8661, loss_cls: 1.2498, loss: 1.2498, grad_norm: 17.1100 2020-08-02 21:05:25,476 - mmaction - INFO - Epoch [42][780/2505] lr: 5.000e-05, eta: 23:02:08, time: 1.942, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8687, loss_cls: 1.2796, loss: 1.2796, grad_norm: 17.3967 2020-08-02 21:06:03,749 - mmaction - INFO - Epoch [42][800/2505] lr: 5.000e-05, eta: 23:01:27, time: 1.914, data_time: 0.004, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8615, loss_cls: 1.3046, loss: 1.3046, grad_norm: 17.5074 2020-08-02 21:06:41,828 - mmaction - INFO - Epoch [42][820/2505] lr: 5.000e-05, eta: 23:00:46, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8807, loss_cls: 1.2841, loss: 1.2841, grad_norm: 17.6131 2020-08-02 21:07:19,995 - mmaction - INFO - Epoch [42][840/2505] lr: 5.000e-05, eta: 23:00:04, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8635, loss_cls: 1.2802, loss: 1.2802, grad_norm: 17.2416 2020-08-02 21:07:58,111 - mmaction - INFO - Epoch [42][860/2505] lr: 5.000e-05, eta: 22:59:23, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8573, loss_cls: 1.3338, loss: 1.3338, grad_norm: 17.5361 2020-08-02 21:08:36,174 - mmaction - INFO - Epoch [42][880/2505] lr: 5.000e-05, eta: 22:58:42, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8583, loss_cls: 1.3390, loss: 1.3390, grad_norm: 17.2739 2020-08-02 21:09:14,328 - mmaction - INFO - Epoch [42][900/2505] lr: 5.000e-05, eta: 22:58:00, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8745, loss_cls: 1.2264, loss: 1.2264, grad_norm: 17.4642 2020-08-02 21:09:52,508 - mmaction - INFO - Epoch [42][920/2505] lr: 5.000e-05, eta: 22:57:19, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8682, loss_cls: 1.2816, loss: 1.2816, grad_norm: 17.8182 2020-08-02 21:10:30,624 - mmaction - INFO - Epoch [42][940/2505] lr: 5.000e-05, eta: 22:56:38, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8609, loss_cls: 1.3009, loss: 1.3009, grad_norm: 17.4402 2020-08-02 21:11:08,689 - mmaction - INFO - Epoch [42][960/2505] lr: 5.000e-05, eta: 22:55:56, time: 1.903, data_time: 0.004, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8682, loss_cls: 1.2660, loss: 1.2660, grad_norm: 17.1455 2020-08-02 21:11:46,866 - mmaction - INFO - Epoch [42][980/2505] lr: 5.000e-05, eta: 22:55:15, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8688, loss_cls: 1.2696, loss: 1.2696, grad_norm: 16.9488 2020-08-02 21:12:24,964 - mmaction - INFO - Epoch [42][1000/2505] lr: 5.000e-05, eta: 22:54:34, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8656, loss_cls: 1.2835, loss: 1.2835, grad_norm: 18.1328 2020-08-02 21:13:03,140 - mmaction - INFO - Epoch [42][1020/2505] lr: 5.000e-05, eta: 22:53:52, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8667, loss_cls: 1.2907, loss: 1.2907, grad_norm: 17.6722 2020-08-02 21:13:41,233 - mmaction - INFO - Epoch [42][1040/2505] lr: 5.000e-05, eta: 22:53:11, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.3025, loss: 1.3025, grad_norm: 17.2415 2020-08-02 21:14:19,408 - mmaction - INFO - Epoch [42][1060/2505] lr: 5.000e-05, eta: 22:52:30, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8693, loss_cls: 1.2778, loss: 1.2778, grad_norm: 17.8033 2020-08-02 21:14:57,637 - mmaction - INFO - Epoch [42][1080/2505] lr: 5.000e-05, eta: 22:51:49, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8719, loss_cls: 1.2247, loss: 1.2247, grad_norm: 17.2072 2020-08-02 21:15:36,123 - mmaction - INFO - Epoch [42][1100/2505] lr: 5.000e-05, eta: 22:51:08, time: 1.924, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8604, loss_cls: 1.3185, loss: 1.3185, grad_norm: 18.5522 2020-08-02 21:16:14,152 - mmaction - INFO - Epoch [42][1120/2505] lr: 5.000e-05, eta: 22:50:26, time: 1.901, data_time: 0.002, memory: 8520, top1_acc: 0.6786, top5_acc: 0.8505, loss_cls: 1.3763, loss: 1.3763, grad_norm: 18.0213 2020-08-02 21:16:52,203 - mmaction - INFO - Epoch [42][1140/2505] lr: 5.000e-05, eta: 22:49:45, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8672, loss_cls: 1.2943, loss: 1.2943, grad_norm: 16.9569 2020-08-02 21:17:30,291 - mmaction - INFO - Epoch [42][1160/2505] lr: 5.000e-05, eta: 22:49:03, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8766, loss_cls: 1.2577, loss: 1.2577, grad_norm: 17.0387 2020-08-02 21:18:08,504 - mmaction - INFO - Epoch [42][1180/2505] lr: 5.000e-05, eta: 22:48:22, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8677, loss_cls: 1.2718, loss: 1.2718, grad_norm: 17.4880 2020-08-02 21:18:46,585 - mmaction - INFO - Epoch [42][1200/2505] lr: 5.000e-05, eta: 22:47:41, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8672, loss_cls: 1.2834, loss: 1.2834, grad_norm: 17.4398 2020-08-02 21:19:24,732 - mmaction - INFO - Epoch [42][1220/2505] lr: 5.000e-05, eta: 22:47:00, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8766, loss_cls: 1.2399, loss: 1.2399, grad_norm: 17.6679 2020-08-02 21:20:02,992 - mmaction - INFO - Epoch [42][1240/2505] lr: 5.000e-05, eta: 22:46:18, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8656, loss_cls: 1.3148, loss: 1.3148, grad_norm: 17.6243 2020-08-02 21:20:40,985 - mmaction - INFO - Epoch [42][1260/2505] lr: 5.000e-05, eta: 22:45:37, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8542, loss_cls: 1.3503, loss: 1.3503, grad_norm: 18.1720 2020-08-02 21:21:19,307 - mmaction - INFO - Epoch [42][1280/2505] lr: 5.000e-05, eta: 22:44:56, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8760, loss_cls: 1.2330, loss: 1.2330, grad_norm: 16.9247 2020-08-02 21:21:57,435 - mmaction - INFO - Epoch [42][1300/2505] lr: 5.000e-05, eta: 22:44:15, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8583, loss_cls: 1.3589, loss: 1.3589, grad_norm: 17.5380 2020-08-02 21:22:35,624 - mmaction - INFO - Epoch [42][1320/2505] lr: 5.000e-05, eta: 22:43:34, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8656, loss_cls: 1.2513, loss: 1.2513, grad_norm: 16.9483 2020-08-02 21:23:13,829 - mmaction - INFO - Epoch [42][1340/2505] lr: 5.000e-05, eta: 22:42:52, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3562, loss: 1.3562, grad_norm: 17.8516 2020-08-02 21:23:52,053 - mmaction - INFO - Epoch [42][1360/2505] lr: 5.000e-05, eta: 22:42:11, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8672, loss_cls: 1.2885, loss: 1.2885, grad_norm: 17.4778 2020-08-02 21:24:30,047 - mmaction - INFO - Epoch [42][1380/2505] lr: 5.000e-05, eta: 22:41:30, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8745, loss_cls: 1.2847, loss: 1.2847, grad_norm: 17.8613 2020-08-02 21:25:08,266 - mmaction - INFO - Epoch [42][1400/2505] lr: 5.000e-05, eta: 22:40:49, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8635, loss_cls: 1.3112, loss: 1.3112, grad_norm: 17.1883 2020-08-02 21:25:46,256 - mmaction - INFO - Epoch [42][1420/2505] lr: 5.000e-05, eta: 22:40:07, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8479, loss_cls: 1.3659, loss: 1.3659, grad_norm: 17.9056 2020-08-02 21:26:24,455 - mmaction - INFO - Epoch [42][1440/2505] lr: 5.000e-05, eta: 22:39:26, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8719, loss_cls: 1.2555, loss: 1.2555, grad_norm: 17.6289 2020-08-02 21:27:02,593 - mmaction - INFO - Epoch [42][1460/2505] lr: 5.000e-05, eta: 22:38:45, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8599, loss_cls: 1.3087, loss: 1.3087, grad_norm: 17.0614 2020-08-02 21:27:40,935 - mmaction - INFO - Epoch [42][1480/2505] lr: 5.000e-05, eta: 22:38:04, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.3008, loss: 1.3008, grad_norm: 17.8167 2020-08-02 21:28:18,989 - mmaction - INFO - Epoch [42][1500/2505] lr: 5.000e-05, eta: 22:37:22, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8625, loss_cls: 1.2992, loss: 1.2992, grad_norm: 17.0032 2020-08-02 21:28:56,980 - mmaction - INFO - Epoch [42][1520/2505] lr: 5.000e-05, eta: 22:36:41, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8604, loss_cls: 1.3223, loss: 1.3223, grad_norm: 17.6855 2020-08-02 21:29:34,974 - mmaction - INFO - Epoch [42][1540/2505] lr: 5.000e-05, eta: 22:36:00, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8714, loss_cls: 1.2775, loss: 1.2775, grad_norm: 17.4718 2020-08-02 21:30:12,987 - mmaction - INFO - Epoch [42][1560/2505] lr: 5.000e-05, eta: 22:35:18, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8740, loss_cls: 1.2279, loss: 1.2279, grad_norm: 17.1041 2020-08-02 21:30:51,084 - mmaction - INFO - Epoch [42][1580/2505] lr: 5.000e-05, eta: 22:34:37, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8651, loss_cls: 1.3062, loss: 1.3062, grad_norm: 17.4018 2020-08-02 21:31:29,142 - mmaction - INFO - Epoch [42][1600/2505] lr: 5.000e-05, eta: 22:33:56, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8620, loss_cls: 1.3043, loss: 1.3043, grad_norm: 17.6225 2020-08-02 21:32:07,085 - mmaction - INFO - Epoch [42][1620/2505] lr: 5.000e-05, eta: 22:33:14, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8885, loss_cls: 1.1829, loss: 1.1829, grad_norm: 16.8237 2020-08-02 21:32:45,117 - mmaction - INFO - Epoch [42][1640/2505] lr: 5.000e-05, eta: 22:32:33, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2992, loss: 1.2992, grad_norm: 17.1637 2020-08-02 21:33:23,098 - mmaction - INFO - Epoch [42][1660/2505] lr: 5.000e-05, eta: 22:31:52, time: 1.899, data_time: 0.000, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8807, loss_cls: 1.2445, loss: 1.2445, grad_norm: 17.3176 2020-08-02 21:34:01,408 - mmaction - INFO - Epoch [42][1680/2505] lr: 5.000e-05, eta: 22:31:11, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8635, loss_cls: 1.3262, loss: 1.3262, grad_norm: 18.0944 2020-08-02 21:34:39,643 - mmaction - INFO - Epoch [42][1700/2505] lr: 5.000e-05, eta: 22:30:30, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8719, loss_cls: 1.2912, loss: 1.2912, grad_norm: 17.4151 2020-08-02 21:35:17,911 - mmaction - INFO - Epoch [42][1720/2505] lr: 5.000e-05, eta: 22:29:48, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8792, loss_cls: 1.2199, loss: 1.2199, grad_norm: 17.5263 2020-08-02 21:35:56,180 - mmaction - INFO - Epoch [42][1740/2505] lr: 5.000e-05, eta: 22:29:07, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8656, loss_cls: 1.2721, loss: 1.2721, grad_norm: 17.3258 2020-08-02 21:36:34,382 - mmaction - INFO - Epoch [42][1760/2505] lr: 5.000e-05, eta: 22:28:26, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8703, loss_cls: 1.2631, loss: 1.2631, grad_norm: 17.5728 2020-08-02 21:37:12,588 - mmaction - INFO - Epoch [42][1780/2505] lr: 5.000e-05, eta: 22:27:45, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8667, loss_cls: 1.2619, loss: 1.2619, grad_norm: 17.1231 2020-08-02 21:37:50,914 - mmaction - INFO - Epoch [42][1800/2505] lr: 5.000e-05, eta: 22:27:04, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8771, loss_cls: 1.2001, loss: 1.2001, grad_norm: 16.5581 2020-08-02 21:38:29,018 - mmaction - INFO - Epoch [42][1820/2505] lr: 5.000e-05, eta: 22:26:23, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.3072, loss: 1.3072, grad_norm: 17.7254 2020-08-02 21:39:07,205 - mmaction - INFO - Epoch [42][1840/2505] lr: 5.000e-05, eta: 22:25:42, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8656, loss_cls: 1.2965, loss: 1.2965, grad_norm: 18.1426 2020-08-02 21:39:45,468 - mmaction - INFO - Epoch [42][1860/2505] lr: 5.000e-05, eta: 22:25:01, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8615, loss_cls: 1.3270, loss: 1.3270, grad_norm: 17.8167 2020-08-02 21:40:23,577 - mmaction - INFO - Epoch [42][1880/2505] lr: 5.000e-05, eta: 22:24:20, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8734, loss_cls: 1.2479, loss: 1.2479, grad_norm: 17.2006 2020-08-02 21:41:01,673 - mmaction - INFO - Epoch [42][1900/2505] lr: 5.000e-05, eta: 22:23:38, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8771, loss_cls: 1.3452, loss: 1.3452, grad_norm: 18.8808 2020-08-02 21:41:39,788 - mmaction - INFO - Epoch [42][1920/2505] lr: 5.000e-05, eta: 22:22:57, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8708, loss_cls: 1.2653, loss: 1.2653, grad_norm: 17.0956 2020-08-02 21:42:17,731 - mmaction - INFO - Epoch [42][1940/2505] lr: 5.000e-05, eta: 22:22:16, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8536, loss_cls: 1.3761, loss: 1.3761, grad_norm: 18.3979 2020-08-02 21:42:55,882 - mmaction - INFO - Epoch [42][1960/2505] lr: 5.000e-05, eta: 22:21:35, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8599, loss_cls: 1.3343, loss: 1.3343, grad_norm: 17.9250 2020-08-02 21:43:34,060 - mmaction - INFO - Epoch [42][1980/2505] lr: 5.000e-05, eta: 22:20:54, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8557, loss_cls: 1.3482, loss: 1.3482, grad_norm: 18.0657 2020-08-02 21:44:12,348 - mmaction - INFO - Epoch [42][2000/2505] lr: 5.000e-05, eta: 22:20:13, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8724, loss_cls: 1.2891, loss: 1.2891, grad_norm: 17.8546 2020-08-02 21:44:50,332 - mmaction - INFO - Epoch [42][2020/2505] lr: 5.000e-05, eta: 22:19:31, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8505, loss_cls: 1.3472, loss: 1.3472, grad_norm: 17.4982 2020-08-02 21:45:28,763 - mmaction - INFO - Epoch [42][2040/2505] lr: 5.000e-05, eta: 22:18:50, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8776, loss_cls: 1.2399, loss: 1.2399, grad_norm: 17.2729 2020-08-02 21:46:06,804 - mmaction - INFO - Epoch [42][2060/2505] lr: 5.000e-05, eta: 22:18:09, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8698, loss_cls: 1.3110, loss: 1.3110, grad_norm: 17.5003 2020-08-02 21:46:44,774 - mmaction - INFO - Epoch [42][2080/2505] lr: 5.000e-05, eta: 22:17:28, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8641, loss_cls: 1.3030, loss: 1.3030, grad_norm: 17.2444 2020-08-02 21:47:22,949 - mmaction - INFO - Epoch [42][2100/2505] lr: 5.000e-05, eta: 22:16:47, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8667, loss_cls: 1.3017, loss: 1.3017, grad_norm: 17.0058 2020-08-02 21:48:01,113 - mmaction - INFO - Epoch [42][2120/2505] lr: 5.000e-05, eta: 22:16:06, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8531, loss_cls: 1.3151, loss: 1.3151, grad_norm: 17.1479 2020-08-02 21:48:39,012 - mmaction - INFO - Epoch [42][2140/2505] lr: 5.000e-05, eta: 22:15:24, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8583, loss_cls: 1.3594, loss: 1.3594, grad_norm: 17.5738 2020-08-02 21:49:17,065 - mmaction - INFO - Epoch [42][2160/2505] lr: 5.000e-05, eta: 22:14:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8656, loss_cls: 1.2641, loss: 1.2641, grad_norm: 17.6144 2020-08-02 21:49:55,137 - mmaction - INFO - Epoch [42][2180/2505] lr: 5.000e-05, eta: 22:14:02, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8630, loss_cls: 1.3215, loss: 1.3215, grad_norm: 17.1811 2020-08-02 21:50:33,404 - mmaction - INFO - Epoch [42][2200/2505] lr: 5.000e-05, eta: 22:13:21, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8766, loss_cls: 1.2182, loss: 1.2182, grad_norm: 16.4428 2020-08-02 21:51:11,505 - mmaction - INFO - Epoch [42][2220/2505] lr: 5.000e-05, eta: 22:12:40, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8589, loss_cls: 1.3293, loss: 1.3293, grad_norm: 17.8594 2020-08-02 21:51:49,725 - mmaction - INFO - Epoch [42][2240/2505] lr: 5.000e-05, eta: 22:11:59, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8703, loss_cls: 1.2865, loss: 1.2865, grad_norm: 17.6099 2020-08-02 21:52:27,838 - mmaction - INFO - Epoch [42][2260/2505] lr: 5.000e-05, eta: 22:11:17, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8719, loss_cls: 1.2537, loss: 1.2537, grad_norm: 17.0367 2020-08-02 21:53:05,931 - mmaction - INFO - Epoch [42][2280/2505] lr: 5.000e-05, eta: 22:10:36, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8578, loss_cls: 1.3269, loss: 1.3269, grad_norm: 17.7817 2020-08-02 21:53:44,013 - mmaction - INFO - Epoch [42][2300/2505] lr: 5.000e-05, eta: 22:09:55, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8682, loss_cls: 1.2961, loss: 1.2961, grad_norm: 17.3267 2020-08-02 21:54:22,174 - mmaction - INFO - Epoch [42][2320/2505] lr: 5.000e-05, eta: 22:09:14, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8734, loss_cls: 1.2655, loss: 1.2655, grad_norm: 17.2027 2020-08-02 21:55:00,275 - mmaction - INFO - Epoch [42][2340/2505] lr: 5.000e-05, eta: 22:08:33, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7354, top5_acc: 0.8802, loss_cls: 1.1493, loss: 1.1493, grad_norm: 16.4885 2020-08-02 21:55:38,383 - mmaction - INFO - Epoch [42][2360/2505] lr: 5.000e-05, eta: 22:07:52, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8703, loss_cls: 1.2669, loss: 1.2669, grad_norm: 17.9365 2020-08-02 21:56:16,408 - mmaction - INFO - Epoch [42][2380/2505] lr: 5.000e-05, eta: 22:07:11, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8583, loss_cls: 1.3279, loss: 1.3279, grad_norm: 17.6596 2020-08-02 21:56:54,470 - mmaction - INFO - Epoch [42][2400/2505] lr: 5.000e-05, eta: 22:06:29, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.3420, loss: 1.3420, grad_norm: 18.1212 2020-08-02 21:57:32,429 - mmaction - INFO - Epoch [42][2420/2505] lr: 5.000e-05, eta: 22:05:48, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8542, loss_cls: 1.3224, loss: 1.3224, grad_norm: 17.1902 2020-08-02 21:58:10,709 - mmaction - INFO - Epoch [42][2440/2505] lr: 5.000e-05, eta: 22:05:07, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8646, loss_cls: 1.3097, loss: 1.3097, grad_norm: 17.6987 2020-08-02 21:58:48,924 - mmaction - INFO - Epoch [42][2460/2505] lr: 5.000e-05, eta: 22:04:26, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6802, top5_acc: 0.8573, loss_cls: 1.3586, loss: 1.3586, grad_norm: 18.2775 2020-08-02 21:59:27,186 - mmaction - INFO - Epoch [42][2480/2505] lr: 5.000e-05, eta: 22:03:45, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8625, loss_cls: 1.3158, loss: 1.3158, grad_norm: 17.9027 2020-08-02 22:00:06,512 - mmaction - INFO - Epoch [42][2500/2505] lr: 5.000e-05, eta: 22:03:05, time: 1.960, data_time: 0.003, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8802, loss_cls: 1.2018, loss: 1.2018, grad_norm: 17.0386 2020-08-02 22:00:18,687 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-08-02 22:01:23,321 - mmaction - INFO - Epoch [43][20/2505] lr: 5.000e-05, eta: 22:02:30, time: 3.209, data_time: 1.273, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8734, loss_cls: 1.2569, loss: 1.2569, grad_norm: 17.4251 2020-08-02 22:02:01,782 - mmaction - INFO - Epoch [43][40/2505] lr: 5.000e-05, eta: 22:01:50, time: 1.922, data_time: 0.008, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8781, loss_cls: 1.2138, loss: 1.2138, grad_norm: 17.2254 2020-08-02 22:02:40,162 - mmaction - INFO - Epoch [43][60/2505] lr: 5.000e-05, eta: 22:01:09, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8792, loss_cls: 1.2543, loss: 1.2543, grad_norm: 17.2585 2020-08-02 22:03:18,376 - mmaction - INFO - Epoch [43][80/2505] lr: 5.000e-05, eta: 22:00:28, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8807, loss_cls: 1.2203, loss: 1.2203, grad_norm: 17.2189 2020-08-02 22:03:56,579 - mmaction - INFO - Epoch [43][100/2505] lr: 5.000e-05, eta: 21:59:47, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8583, loss_cls: 1.2946, loss: 1.2946, grad_norm: 16.7186 2020-08-02 22:04:34,812 - mmaction - INFO - Epoch [43][120/2505] lr: 5.000e-05, eta: 21:59:06, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8677, loss_cls: 1.2883, loss: 1.2883, grad_norm: 17.4441 2020-08-02 22:05:13,451 - mmaction - INFO - Epoch [43][140/2505] lr: 5.000e-05, eta: 21:58:25, time: 1.932, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8698, loss_cls: 1.2701, loss: 1.2701, grad_norm: 17.2905 2020-08-02 22:05:51,782 - mmaction - INFO - Epoch [43][160/2505] lr: 5.000e-05, eta: 21:57:44, time: 1.917, data_time: 0.002, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8698, loss_cls: 1.2674, loss: 1.2674, grad_norm: 16.8373 2020-08-02 22:06:29,960 - mmaction - INFO - Epoch [43][180/2505] lr: 5.000e-05, eta: 21:57:03, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8630, loss_cls: 1.3218, loss: 1.3218, grad_norm: 17.8455 2020-08-02 22:07:08,161 - mmaction - INFO - Epoch [43][200/2505] lr: 5.000e-05, eta: 21:56:22, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8677, loss_cls: 1.2265, loss: 1.2265, grad_norm: 17.4522 2020-08-02 22:07:46,227 - mmaction - INFO - Epoch [43][220/2505] lr: 5.000e-05, eta: 21:55:41, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8698, loss_cls: 1.2616, loss: 1.2616, grad_norm: 17.6000 2020-08-02 22:08:24,423 - mmaction - INFO - Epoch [43][240/2505] lr: 5.000e-05, eta: 21:55:00, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8599, loss_cls: 1.2790, loss: 1.2790, grad_norm: 17.4236 2020-08-02 22:09:02,653 - mmaction - INFO - Epoch [43][260/2505] lr: 5.000e-05, eta: 21:54:19, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8661, loss_cls: 1.3341, loss: 1.3341, grad_norm: 17.9645 2020-08-02 22:09:41,001 - mmaction - INFO - Epoch [43][280/2505] lr: 5.000e-05, eta: 21:53:38, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8813, loss_cls: 1.2441, loss: 1.2441, grad_norm: 17.4522 2020-08-02 22:10:19,252 - mmaction - INFO - Epoch [43][300/2505] lr: 5.000e-05, eta: 21:52:57, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8714, loss_cls: 1.2829, loss: 1.2829, grad_norm: 17.3489 2020-08-02 22:10:57,492 - mmaction - INFO - Epoch [43][320/2505] lr: 5.000e-05, eta: 21:52:16, time: 1.912, data_time: 0.003, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8802, loss_cls: 1.2482, loss: 1.2482, grad_norm: 17.8336 2020-08-02 22:11:35,550 - mmaction - INFO - Epoch [43][340/2505] lr: 5.000e-05, eta: 21:51:35, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8568, loss_cls: 1.2936, loss: 1.2936, grad_norm: 16.7770 2020-08-02 22:12:13,668 - mmaction - INFO - Epoch [43][360/2505] lr: 5.000e-05, eta: 21:50:54, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.3167, loss: 1.3167, grad_norm: 17.6251 2020-08-02 22:12:51,761 - mmaction - INFO - Epoch [43][380/2505] lr: 5.000e-05, eta: 21:50:13, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8896, loss_cls: 1.2117, loss: 1.2117, grad_norm: 17.6239 2020-08-02 22:13:29,842 - mmaction - INFO - Epoch [43][400/2505] lr: 5.000e-05, eta: 21:49:32, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8745, loss_cls: 1.2359, loss: 1.2359, grad_norm: 17.7376 2020-08-02 22:14:07,818 - mmaction - INFO - Epoch [43][420/2505] lr: 5.000e-05, eta: 21:48:51, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8719, loss_cls: 1.2502, loss: 1.2502, grad_norm: 18.0431 2020-08-02 22:14:45,878 - mmaction - INFO - Epoch [43][440/2505] lr: 5.000e-05, eta: 21:48:10, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8849, loss_cls: 1.1973, loss: 1.1973, grad_norm: 17.6453 2020-08-02 22:15:23,975 - mmaction - INFO - Epoch [43][460/2505] lr: 5.000e-05, eta: 21:47:29, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8828, loss_cls: 1.1969, loss: 1.1969, grad_norm: 16.9095 2020-08-02 22:16:02,146 - mmaction - INFO - Epoch [43][480/2505] lr: 5.000e-05, eta: 21:46:48, time: 1.909, data_time: 0.003, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8667, loss_cls: 1.2934, loss: 1.2934, grad_norm: 17.7863 2020-08-02 22:16:40,341 - mmaction - INFO - Epoch [43][500/2505] lr: 5.000e-05, eta: 21:46:07, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8656, loss_cls: 1.3090, loss: 1.3090, grad_norm: 17.8012 2020-08-02 22:17:18,627 - mmaction - INFO - Epoch [43][520/2505] lr: 5.000e-05, eta: 21:45:26, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8604, loss_cls: 1.3037, loss: 1.3037, grad_norm: 17.2635 2020-08-02 22:17:56,617 - mmaction - INFO - Epoch [43][540/2505] lr: 5.000e-05, eta: 21:44:45, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8557, loss_cls: 1.3487, loss: 1.3487, grad_norm: 18.2595 2020-08-02 22:18:34,537 - mmaction - INFO - Epoch [43][560/2505] lr: 5.000e-05, eta: 21:44:03, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8698, loss_cls: 1.2912, loss: 1.2912, grad_norm: 17.6505 2020-08-02 22:19:12,624 - mmaction - INFO - Epoch [43][580/2505] lr: 5.000e-05, eta: 21:43:22, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8552, loss_cls: 1.3676, loss: 1.3676, grad_norm: 17.9450 2020-08-02 22:19:50,639 - mmaction - INFO - Epoch [43][600/2505] lr: 5.000e-05, eta: 21:42:41, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8620, loss_cls: 1.2864, loss: 1.2864, grad_norm: 16.8912 2020-08-02 22:20:29,294 - mmaction - INFO - Epoch [43][620/2505] lr: 5.000e-05, eta: 21:42:01, time: 1.932, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8760, loss_cls: 1.2703, loss: 1.2703, grad_norm: 17.7749 2020-08-02 22:21:07,431 - mmaction - INFO - Epoch [43][640/2505] lr: 5.000e-05, eta: 21:41:20, time: 1.907, data_time: 0.002, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.3399, loss: 1.3399, grad_norm: 17.3467 2020-08-02 22:21:45,566 - mmaction - INFO - Epoch [43][660/2505] lr: 5.000e-05, eta: 21:40:39, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8687, loss_cls: 1.2557, loss: 1.2557, grad_norm: 17.5863 2020-08-02 22:22:23,670 - mmaction - INFO - Epoch [43][680/2505] lr: 5.000e-05, eta: 21:39:58, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8698, loss_cls: 1.2865, loss: 1.2865, grad_norm: 18.1143 2020-08-02 22:23:01,790 - mmaction - INFO - Epoch [43][700/2505] lr: 5.000e-05, eta: 21:39:17, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8510, loss_cls: 1.3202, loss: 1.3202, grad_norm: 18.3212 2020-08-02 22:23:39,856 - mmaction - INFO - Epoch [43][720/2505] lr: 5.000e-05, eta: 21:38:35, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8641, loss_cls: 1.2904, loss: 1.2904, grad_norm: 17.3359 2020-08-02 22:24:17,837 - mmaction - INFO - Epoch [43][740/2505] lr: 5.000e-05, eta: 21:37:54, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8609, loss_cls: 1.2981, loss: 1.2981, grad_norm: 17.3991 2020-08-02 22:24:56,073 - mmaction - INFO - Epoch [43][760/2505] lr: 5.000e-05, eta: 21:37:13, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2600, loss: 1.2600, grad_norm: 17.4506 2020-08-02 22:25:35,053 - mmaction - INFO - Epoch [43][780/2505] lr: 5.000e-05, eta: 21:36:33, time: 1.949, data_time: 0.001, memory: 8520, top1_acc: 0.6823, top5_acc: 0.8688, loss_cls: 1.3492, loss: 1.3492, grad_norm: 17.6788 2020-08-02 22:26:13,337 - mmaction - INFO - Epoch [43][800/2505] lr: 5.000e-05, eta: 21:35:52, time: 1.914, data_time: 0.005, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8750, loss_cls: 1.2736, loss: 1.2736, grad_norm: 17.3546 2020-08-02 22:26:51,462 - mmaction - INFO - Epoch [43][820/2505] lr: 5.000e-05, eta: 21:35:11, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8708, loss_cls: 1.2664, loss: 1.2664, grad_norm: 17.5239 2020-08-02 22:27:29,644 - mmaction - INFO - Epoch [43][840/2505] lr: 5.000e-05, eta: 21:34:30, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8615, loss_cls: 1.3024, loss: 1.3024, grad_norm: 17.0593 2020-08-02 22:28:07,757 - mmaction - INFO - Epoch [43][860/2505] lr: 5.000e-05, eta: 21:33:49, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8708, loss_cls: 1.2889, loss: 1.2889, grad_norm: 18.0755 2020-08-02 22:28:45,758 - mmaction - INFO - Epoch [43][880/2505] lr: 5.000e-05, eta: 21:33:08, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8714, loss_cls: 1.3152, loss: 1.3152, grad_norm: 18.1600 2020-08-02 22:29:23,884 - mmaction - INFO - Epoch [43][900/2505] lr: 5.000e-05, eta: 21:32:27, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8599, loss_cls: 1.3412, loss: 1.3412, grad_norm: 17.8906 2020-08-02 22:30:02,593 - mmaction - INFO - Epoch [43][920/2505] lr: 5.000e-05, eta: 21:31:47, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8641, loss_cls: 1.2747, loss: 1.2747, grad_norm: 17.3248 2020-08-02 22:30:41,013 - mmaction - INFO - Epoch [43][940/2505] lr: 5.000e-05, eta: 21:31:06, time: 1.944, data_time: 0.024, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8714, loss_cls: 1.2136, loss: 1.2136, grad_norm: 16.9058 2020-08-02 22:31:19,323 - mmaction - INFO - Epoch [43][960/2505] lr: 5.000e-05, eta: 21:30:25, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8583, loss_cls: 1.2935, loss: 1.2935, grad_norm: 17.9598 2020-08-02 22:31:57,463 - mmaction - INFO - Epoch [43][980/2505] lr: 5.000e-05, eta: 21:29:45, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8604, loss_cls: 1.3198, loss: 1.3198, grad_norm: 17.9527 2020-08-02 22:32:35,551 - mmaction - INFO - Epoch [43][1000/2505] lr: 5.000e-05, eta: 21:29:04, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8682, loss_cls: 1.2458, loss: 1.2458, grad_norm: 17.4472 2020-08-02 22:33:13,697 - mmaction - INFO - Epoch [43][1020/2505] lr: 5.000e-05, eta: 21:28:23, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8635, loss_cls: 1.2496, loss: 1.2496, grad_norm: 17.2561 2020-08-02 22:33:51,845 - mmaction - INFO - Epoch [43][1040/2505] lr: 5.000e-05, eta: 21:27:42, time: 1.907, data_time: 0.002, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8698, loss_cls: 1.2587, loss: 1.2587, grad_norm: 17.2279 2020-08-02 22:34:29,978 - mmaction - INFO - Epoch [43][1060/2505] lr: 5.000e-05, eta: 21:27:01, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8740, loss_cls: 1.2733, loss: 1.2733, grad_norm: 17.5837 2020-08-02 22:35:08,036 - mmaction - INFO - Epoch [43][1080/2505] lr: 5.000e-05, eta: 21:26:20, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8573, loss_cls: 1.3497, loss: 1.3497, grad_norm: 17.9511 2020-08-02 22:35:46,105 - mmaction - INFO - Epoch [43][1100/2505] lr: 5.000e-05, eta: 21:25:39, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8672, loss_cls: 1.3014, loss: 1.3014, grad_norm: 18.0721 2020-08-02 22:36:24,092 - mmaction - INFO - Epoch [43][1120/2505] lr: 5.000e-05, eta: 21:24:58, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.2225, loss: 1.2225, grad_norm: 17.5423 2020-08-02 22:37:02,024 - mmaction - INFO - Epoch [43][1140/2505] lr: 5.000e-05, eta: 21:24:16, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8755, loss_cls: 1.2814, loss: 1.2814, grad_norm: 17.1745 2020-08-02 22:37:40,194 - mmaction - INFO - Epoch [43][1160/2505] lr: 5.000e-05, eta: 21:23:36, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8661, loss_cls: 1.2845, loss: 1.2845, grad_norm: 17.1191 2020-08-02 22:38:18,341 - mmaction - INFO - Epoch [43][1180/2505] lr: 5.000e-05, eta: 21:22:55, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8599, loss_cls: 1.3046, loss: 1.3046, grad_norm: 18.0026 2020-08-02 22:38:56,606 - mmaction - INFO - Epoch [43][1200/2505] lr: 5.000e-05, eta: 21:22:14, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8661, loss_cls: 1.2992, loss: 1.2992, grad_norm: 17.4819 2020-08-02 22:39:34,899 - mmaction - INFO - Epoch [43][1220/2505] lr: 5.000e-05, eta: 21:21:33, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8677, loss_cls: 1.3303, loss: 1.3303, grad_norm: 17.3732 2020-08-02 22:40:13,020 - mmaction - INFO - Epoch [43][1240/2505] lr: 5.000e-05, eta: 21:20:52, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8562, loss_cls: 1.3095, loss: 1.3095, grad_norm: 17.2863 2020-08-02 22:40:51,242 - mmaction - INFO - Epoch [43][1260/2505] lr: 5.000e-05, eta: 21:20:11, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8453, loss_cls: 1.3907, loss: 1.3907, grad_norm: 18.5592 2020-08-02 22:41:29,365 - mmaction - INFO - Epoch [43][1280/2505] lr: 5.000e-05, eta: 21:19:30, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8740, loss_cls: 1.2324, loss: 1.2324, grad_norm: 17.7291 2020-08-02 22:42:07,375 - mmaction - INFO - Epoch [43][1300/2505] lr: 5.000e-05, eta: 21:18:49, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8599, loss_cls: 1.3223, loss: 1.3223, grad_norm: 18.3743 2020-08-02 22:42:45,494 - mmaction - INFO - Epoch [43][1320/2505] lr: 5.000e-05, eta: 21:18:08, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8714, loss_cls: 1.3249, loss: 1.3249, grad_norm: 18.2889 2020-08-02 22:43:23,710 - mmaction - INFO - Epoch [43][1340/2505] lr: 5.000e-05, eta: 21:17:27, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8620, loss_cls: 1.2943, loss: 1.2943, grad_norm: 17.4873 2020-08-02 22:44:01,758 - mmaction - INFO - Epoch [43][1360/2505] lr: 5.000e-05, eta: 21:16:46, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8745, loss_cls: 1.2525, loss: 1.2525, grad_norm: 17.7298 2020-08-02 22:44:39,783 - mmaction - INFO - Epoch [43][1380/2505] lr: 5.000e-05, eta: 21:16:05, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8781, loss_cls: 1.1834, loss: 1.1834, grad_norm: 17.0851 2020-08-02 22:45:17,818 - mmaction - INFO - Epoch [43][1400/2505] lr: 5.000e-05, eta: 21:15:24, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8505, loss_cls: 1.3153, loss: 1.3153, grad_norm: 17.6421 2020-08-02 22:45:56,127 - mmaction - INFO - Epoch [43][1420/2505] lr: 5.000e-05, eta: 21:14:44, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8812, loss_cls: 1.2722, loss: 1.2722, grad_norm: 17.9526 2020-08-02 22:46:34,125 - mmaction - INFO - Epoch [43][1440/2505] lr: 5.000e-05, eta: 21:14:03, time: 1.899, data_time: 0.000, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8703, loss_cls: 1.2653, loss: 1.2653, grad_norm: 17.8113 2020-08-02 22:47:12,437 - mmaction - INFO - Epoch [43][1460/2505] lr: 5.000e-05, eta: 21:13:22, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8562, loss_cls: 1.3070, loss: 1.3070, grad_norm: 18.2274 2020-08-02 22:47:50,463 - mmaction - INFO - Epoch [43][1480/2505] lr: 5.000e-05, eta: 21:12:41, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2982, loss: 1.2982, grad_norm: 17.5696 2020-08-02 22:48:28,648 - mmaction - INFO - Epoch [43][1500/2505] lr: 5.000e-05, eta: 21:12:00, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8750, loss_cls: 1.2243, loss: 1.2243, grad_norm: 17.8222 2020-08-02 22:49:06,714 - mmaction - INFO - Epoch [43][1520/2505] lr: 5.000e-05, eta: 21:11:19, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8531, loss_cls: 1.3772, loss: 1.3772, grad_norm: 17.8625 2020-08-02 22:49:44,966 - mmaction - INFO - Epoch [43][1540/2505] lr: 5.000e-05, eta: 21:10:38, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8776, loss_cls: 1.2533, loss: 1.2533, grad_norm: 17.6865 2020-08-02 22:50:23,029 - mmaction - INFO - Epoch [43][1560/2505] lr: 5.000e-05, eta: 21:09:57, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8766, loss_cls: 1.2090, loss: 1.2090, grad_norm: 17.3227 2020-08-02 22:51:01,178 - mmaction - INFO - Epoch [43][1580/2505] lr: 5.000e-05, eta: 21:09:17, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2883, loss: 1.2883, grad_norm: 18.0077 2020-08-02 22:51:39,319 - mmaction - INFO - Epoch [43][1600/2505] lr: 5.000e-05, eta: 21:08:36, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8635, loss_cls: 1.2764, loss: 1.2764, grad_norm: 16.9990 2020-08-02 22:52:17,442 - mmaction - INFO - Epoch [43][1620/2505] lr: 5.000e-05, eta: 21:07:55, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8589, loss_cls: 1.3347, loss: 1.3347, grad_norm: 17.3794 2020-08-02 22:52:55,452 - mmaction - INFO - Epoch [43][1640/2505] lr: 5.000e-05, eta: 21:07:14, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8609, loss_cls: 1.3166, loss: 1.3166, grad_norm: 18.1833 2020-08-02 22:53:33,637 - mmaction - INFO - Epoch [43][1660/2505] lr: 5.000e-05, eta: 21:06:33, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8641, loss_cls: 1.2966, loss: 1.2966, grad_norm: 17.1888 2020-08-02 22:54:11,652 - mmaction - INFO - Epoch [43][1680/2505] lr: 5.000e-05, eta: 21:05:52, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8745, loss_cls: 1.2343, loss: 1.2343, grad_norm: 17.7319 2020-08-02 22:54:49,809 - mmaction - INFO - Epoch [43][1700/2505] lr: 5.000e-05, eta: 21:05:11, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8708, loss_cls: 1.2677, loss: 1.2677, grad_norm: 17.1169 2020-08-02 22:55:27,798 - mmaction - INFO - Epoch [43][1720/2505] lr: 5.000e-05, eta: 21:04:30, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8646, loss_cls: 1.3102, loss: 1.3102, grad_norm: 17.6850 2020-08-02 22:56:05,902 - mmaction - INFO - Epoch [43][1740/2505] lr: 5.000e-05, eta: 21:03:49, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8771, loss_cls: 1.2605, loss: 1.2605, grad_norm: 17.2038 2020-08-02 22:56:44,012 - mmaction - INFO - Epoch [43][1760/2505] lr: 5.000e-05, eta: 21:03:08, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8943, loss_cls: 1.1789, loss: 1.1789, grad_norm: 16.7489 2020-08-02 22:57:22,172 - mmaction - INFO - Epoch [43][1780/2505] lr: 5.000e-05, eta: 21:02:28, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8719, loss_cls: 1.2893, loss: 1.2893, grad_norm: 18.1205 2020-08-02 22:58:00,315 - mmaction - INFO - Epoch [43][1800/2505] lr: 5.000e-05, eta: 21:01:47, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.2796, loss: 1.2796, grad_norm: 17.3662 2020-08-02 22:58:38,427 - mmaction - INFO - Epoch [43][1820/2505] lr: 5.000e-05, eta: 21:01:06, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8615, loss_cls: 1.3043, loss: 1.3043, grad_norm: 17.4598 2020-08-02 22:59:16,473 - mmaction - INFO - Epoch [43][1840/2505] lr: 5.000e-05, eta: 21:00:25, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8760, loss_cls: 1.2372, loss: 1.2372, grad_norm: 17.5690 2020-08-02 22:59:54,574 - mmaction - INFO - Epoch [43][1860/2505] lr: 5.000e-05, eta: 20:59:44, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8755, loss_cls: 1.2300, loss: 1.2300, grad_norm: 17.2069 2020-08-02 23:00:34,050 - mmaction - INFO - Epoch [43][1880/2505] lr: 5.000e-05, eta: 20:59:04, time: 1.974, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8672, loss_cls: 1.2676, loss: 1.2676, grad_norm: 17.3988 2020-08-02 23:01:12,249 - mmaction - INFO - Epoch [43][1900/2505] lr: 5.000e-05, eta: 20:58:24, time: 1.910, data_time: 0.005, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8490, loss_cls: 1.3153, loss: 1.3153, grad_norm: 17.3100 2020-08-02 23:01:50,247 - mmaction - INFO - Epoch [43][1920/2505] lr: 5.000e-05, eta: 20:57:43, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8745, loss_cls: 1.2385, loss: 1.2385, grad_norm: 17.2659 2020-08-02 23:02:28,354 - mmaction - INFO - Epoch [43][1940/2505] lr: 5.000e-05, eta: 20:57:02, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8849, loss_cls: 1.2133, loss: 1.2133, grad_norm: 17.0500 2020-08-02 23:03:06,455 - mmaction - INFO - Epoch [43][1960/2505] lr: 5.000e-05, eta: 20:56:21, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8740, loss_cls: 1.2452, loss: 1.2452, grad_norm: 16.9033 2020-08-02 23:03:44,462 - mmaction - INFO - Epoch [43][1980/2505] lr: 5.000e-05, eta: 20:55:40, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8646, loss_cls: 1.3237, loss: 1.3237, grad_norm: 18.8475 2020-08-02 23:04:22,708 - mmaction - INFO - Epoch [43][2000/2505] lr: 5.000e-05, eta: 20:54:59, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8766, loss_cls: 1.2333, loss: 1.2333, grad_norm: 16.9175 2020-08-02 23:05:00,812 - mmaction - INFO - Epoch [43][2020/2505] lr: 5.000e-05, eta: 20:54:18, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.3349, loss: 1.3349, grad_norm: 17.7028 2020-08-02 23:05:38,950 - mmaction - INFO - Epoch [43][2040/2505] lr: 5.000e-05, eta: 20:53:38, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8750, loss_cls: 1.2588, loss: 1.2588, grad_norm: 17.3755 2020-08-02 23:06:17,318 - mmaction - INFO - Epoch [43][2060/2505] lr: 5.000e-05, eta: 20:52:57, time: 1.919, data_time: 0.004, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8714, loss_cls: 1.2821, loss: 1.2821, grad_norm: 17.4936 2020-08-02 23:06:55,482 - mmaction - INFO - Epoch [43][2080/2505] lr: 5.000e-05, eta: 20:52:16, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8714, loss_cls: 1.2561, loss: 1.2561, grad_norm: 17.2153 2020-08-02 23:07:33,464 - mmaction - INFO - Epoch [43][2100/2505] lr: 5.000e-05, eta: 20:51:35, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8693, loss_cls: 1.2743, loss: 1.2743, grad_norm: 17.1236 2020-08-02 23:08:11,553 - mmaction - INFO - Epoch [43][2120/2505] lr: 5.000e-05, eta: 20:50:54, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8552, loss_cls: 1.3416, loss: 1.3416, grad_norm: 18.2550 2020-08-02 23:08:49,664 - mmaction - INFO - Epoch [43][2140/2505] lr: 5.000e-05, eta: 20:50:14, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8719, loss_cls: 1.2624, loss: 1.2624, grad_norm: 17.4425 2020-08-02 23:09:27,681 - mmaction - INFO - Epoch [43][2160/2505] lr: 5.000e-05, eta: 20:49:33, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8667, loss_cls: 1.2704, loss: 1.2704, grad_norm: 17.2909 2020-08-02 23:10:05,930 - mmaction - INFO - Epoch [43][2180/2505] lr: 5.000e-05, eta: 20:48:52, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8688, loss_cls: 1.2274, loss: 1.2274, grad_norm: 16.5910 2020-08-02 23:10:44,148 - mmaction - INFO - Epoch [43][2200/2505] lr: 5.000e-05, eta: 20:48:11, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8760, loss_cls: 1.2470, loss: 1.2470, grad_norm: 17.7862 2020-08-02 23:11:22,280 - mmaction - INFO - Epoch [43][2220/2505] lr: 5.000e-05, eta: 20:47:30, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8661, loss_cls: 1.3027, loss: 1.3027, grad_norm: 17.6636 2020-08-02 23:12:00,367 - mmaction - INFO - Epoch [43][2240/2505] lr: 5.000e-05, eta: 20:46:50, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8547, loss_cls: 1.3658, loss: 1.3658, grad_norm: 17.7364 2020-08-02 23:12:38,614 - mmaction - INFO - Epoch [43][2260/2505] lr: 5.000e-05, eta: 20:46:09, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8703, loss_cls: 1.2768, loss: 1.2768, grad_norm: 17.6719 2020-08-02 23:13:16,736 - mmaction - INFO - Epoch [43][2280/2505] lr: 5.000e-05, eta: 20:45:28, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.2149, loss: 1.2149, grad_norm: 17.1858 2020-08-02 23:13:55,107 - mmaction - INFO - Epoch [43][2300/2505] lr: 5.000e-05, eta: 20:44:47, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2595, loss: 1.2595, grad_norm: 18.1435 2020-08-02 23:14:33,307 - mmaction - INFO - Epoch [43][2320/2505] lr: 5.000e-05, eta: 20:44:07, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8630, loss_cls: 1.2964, loss: 1.2964, grad_norm: 17.2774 2020-08-02 23:15:11,350 - mmaction - INFO - Epoch [43][2340/2505] lr: 5.000e-05, eta: 20:43:26, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8734, loss_cls: 1.2543, loss: 1.2543, grad_norm: 17.4254 2020-08-02 23:15:49,349 - mmaction - INFO - Epoch [43][2360/2505] lr: 5.000e-05, eta: 20:42:45, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8568, loss_cls: 1.3575, loss: 1.3575, grad_norm: 18.5061 2020-08-02 23:16:27,356 - mmaction - INFO - Epoch [43][2380/2505] lr: 5.000e-05, eta: 20:42:04, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8510, loss_cls: 1.3488, loss: 1.3488, grad_norm: 17.3765 2020-08-02 23:17:05,466 - mmaction - INFO - Epoch [43][2400/2505] lr: 5.000e-05, eta: 20:41:23, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8656, loss_cls: 1.2607, loss: 1.2607, grad_norm: 17.1612 2020-08-02 23:17:43,570 - mmaction - INFO - Epoch [43][2420/2505] lr: 5.000e-05, eta: 20:40:42, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8698, loss_cls: 1.2583, loss: 1.2583, grad_norm: 17.7284 2020-08-02 23:18:21,675 - mmaction - INFO - Epoch [43][2440/2505] lr: 5.000e-05, eta: 20:40:02, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8714, loss_cls: 1.2509, loss: 1.2509, grad_norm: 17.4875 2020-08-02 23:18:59,747 - mmaction - INFO - Epoch [43][2460/2505] lr: 5.000e-05, eta: 20:39:21, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8646, loss_cls: 1.2562, loss: 1.2562, grad_norm: 17.5706 2020-08-02 23:19:37,874 - mmaction - INFO - Epoch [43][2480/2505] lr: 5.000e-05, eta: 20:38:40, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8677, loss_cls: 1.2751, loss: 1.2751, grad_norm: 17.9692 2020-08-02 23:20:16,032 - mmaction - INFO - Epoch [43][2500/2505] lr: 5.000e-05, eta: 20:37:59, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8641, loss_cls: 1.3044, loss: 1.3044, grad_norm: 18.1879 2020-08-02 23:21:44,423 - mmaction - INFO - Epoch [44][20/2505] lr: 5.000e-05, eta: 20:37:33, time: 3.780, data_time: 1.847, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8703, loss_cls: 1.2184, loss: 1.2184, grad_norm: 17.6635 2020-08-02 23:22:22,889 - mmaction - INFO - Epoch [44][40/2505] lr: 5.000e-05, eta: 20:36:53, time: 1.923, data_time: 0.004, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8615, loss_cls: 1.2898, loss: 1.2898, grad_norm: 17.8356 2020-08-02 23:23:01,333 - mmaction - INFO - Epoch [44][60/2505] lr: 5.000e-05, eta: 20:36:12, time: 1.922, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8672, loss_cls: 1.3088, loss: 1.3088, grad_norm: 17.9821 2020-08-02 23:23:39,662 - mmaction - INFO - Epoch [44][80/2505] lr: 5.000e-05, eta: 20:35:31, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.2518, loss: 1.2518, grad_norm: 17.6672 2020-08-02 23:24:17,978 - mmaction - INFO - Epoch [44][100/2505] lr: 5.000e-05, eta: 20:34:51, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8776, loss_cls: 1.2483, loss: 1.2483, grad_norm: 18.0167 2020-08-02 23:24:56,314 - mmaction - INFO - Epoch [44][120/2505] lr: 5.000e-05, eta: 20:34:10, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8755, loss_cls: 1.1938, loss: 1.1938, grad_norm: 16.7825 2020-08-02 23:25:34,850 - mmaction - INFO - Epoch [44][140/2505] lr: 5.000e-05, eta: 20:33:30, time: 1.927, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8698, loss_cls: 1.2741, loss: 1.2741, grad_norm: 17.6976 2020-08-02 23:26:13,160 - mmaction - INFO - Epoch [44][160/2505] lr: 5.000e-05, eta: 20:32:49, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.2886, loss: 1.2886, grad_norm: 16.8559 2020-08-02 23:26:51,286 - mmaction - INFO - Epoch [44][180/2505] lr: 5.000e-05, eta: 20:32:08, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8552, loss_cls: 1.3139, loss: 1.3139, grad_norm: 18.0511 2020-08-02 23:27:29,294 - mmaction - INFO - Epoch [44][200/2505] lr: 5.000e-05, eta: 20:31:27, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8667, loss_cls: 1.2490, loss: 1.2490, grad_norm: 17.6649 2020-08-02 23:28:07,475 - mmaction - INFO - Epoch [44][220/2505] lr: 5.000e-05, eta: 20:30:47, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8703, loss_cls: 1.2535, loss: 1.2535, grad_norm: 17.9257 2020-08-02 23:28:45,721 - mmaction - INFO - Epoch [44][240/2505] lr: 5.000e-05, eta: 20:30:06, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8672, loss_cls: 1.2738, loss: 1.2738, grad_norm: 18.0471 2020-08-02 23:29:24,046 - mmaction - INFO - Epoch [44][260/2505] lr: 5.000e-05, eta: 20:29:25, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8542, loss_cls: 1.3438, loss: 1.3438, grad_norm: 17.5481 2020-08-02 23:30:02,299 - mmaction - INFO - Epoch [44][280/2505] lr: 5.000e-05, eta: 20:28:45, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8693, loss_cls: 1.2585, loss: 1.2585, grad_norm: 17.5350 2020-08-02 23:30:40,507 - mmaction - INFO - Epoch [44][300/2505] lr: 5.000e-05, eta: 20:28:04, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8740, loss_cls: 1.2073, loss: 1.2073, grad_norm: 17.5541 2020-08-02 23:31:18,760 - mmaction - INFO - Epoch [44][320/2505] lr: 5.000e-05, eta: 20:27:23, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8688, loss_cls: 1.3010, loss: 1.3010, grad_norm: 18.3464 2020-08-02 23:31:56,846 - mmaction - INFO - Epoch [44][340/2505] lr: 5.000e-05, eta: 20:26:43, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.2473, loss: 1.2473, grad_norm: 17.3627 2020-08-02 23:32:34,957 - mmaction - INFO - Epoch [44][360/2505] lr: 5.000e-05, eta: 20:26:02, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8703, loss_cls: 1.2354, loss: 1.2354, grad_norm: 17.5049 2020-08-02 23:33:12,963 - mmaction - INFO - Epoch [44][380/2505] lr: 5.000e-05, eta: 20:25:21, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8745, loss_cls: 1.2843, loss: 1.2843, grad_norm: 17.9282 2020-08-02 23:33:51,259 - mmaction - INFO - Epoch [44][400/2505] lr: 5.000e-05, eta: 20:24:40, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8839, loss_cls: 1.2112, loss: 1.2112, grad_norm: 17.9648 2020-08-02 23:34:29,547 - mmaction - INFO - Epoch [44][420/2505] lr: 5.000e-05, eta: 20:24:00, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.2938, loss: 1.2938, grad_norm: 17.5758 2020-08-02 23:35:07,809 - mmaction - INFO - Epoch [44][440/2505] lr: 5.000e-05, eta: 20:23:19, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8469, loss_cls: 1.3301, loss: 1.3301, grad_norm: 17.4264 2020-08-02 23:35:46,057 - mmaction - INFO - Epoch [44][460/2505] lr: 5.000e-05, eta: 20:22:39, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6818, top5_acc: 0.8609, loss_cls: 1.3748, loss: 1.3748, grad_norm: 17.5501 2020-08-02 23:36:24,288 - mmaction - INFO - Epoch [44][480/2505] lr: 5.000e-05, eta: 20:21:58, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2841, loss: 1.2841, grad_norm: 17.2165 2020-08-02 23:37:02,427 - mmaction - INFO - Epoch [44][500/2505] lr: 5.000e-05, eta: 20:21:17, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8734, loss_cls: 1.2601, loss: 1.2601, grad_norm: 17.4040 2020-08-02 23:37:40,656 - mmaction - INFO - Epoch [44][520/2505] lr: 5.000e-05, eta: 20:20:37, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8802, loss_cls: 1.1826, loss: 1.1826, grad_norm: 17.1860 2020-08-02 23:38:18,679 - mmaction - INFO - Epoch [44][540/2505] lr: 5.000e-05, eta: 20:19:56, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8745, loss_cls: 1.2448, loss: 1.2448, grad_norm: 17.4179 2020-08-02 23:38:56,679 - mmaction - INFO - Epoch [44][560/2505] lr: 5.000e-05, eta: 20:19:15, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2877, loss: 1.2877, grad_norm: 18.0276 2020-08-02 23:39:34,812 - mmaction - INFO - Epoch [44][580/2505] lr: 5.000e-05, eta: 20:18:34, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8724, loss_cls: 1.2597, loss: 1.2597, grad_norm: 17.3101 2020-08-02 23:40:13,036 - mmaction - INFO - Epoch [44][600/2505] lr: 5.000e-05, eta: 20:17:54, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8661, loss_cls: 1.2812, loss: 1.2812, grad_norm: 17.2003 2020-08-02 23:40:51,169 - mmaction - INFO - Epoch [44][620/2505] lr: 5.000e-05, eta: 20:17:13, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8786, loss_cls: 1.2413, loss: 1.2413, grad_norm: 17.1271 2020-08-02 23:41:29,396 - mmaction - INFO - Epoch [44][640/2505] lr: 5.000e-05, eta: 20:16:32, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8594, loss_cls: 1.2978, loss: 1.2978, grad_norm: 17.2213 2020-08-02 23:42:07,538 - mmaction - INFO - Epoch [44][660/2505] lr: 5.000e-05, eta: 20:15:51, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8651, loss_cls: 1.2671, loss: 1.2671, grad_norm: 17.0121 2020-08-02 23:42:45,751 - mmaction - INFO - Epoch [44][680/2505] lr: 5.000e-05, eta: 20:15:11, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8849, loss_cls: 1.2089, loss: 1.2089, grad_norm: 17.6226 2020-08-02 23:43:23,756 - mmaction - INFO - Epoch [44][700/2505] lr: 5.000e-05, eta: 20:14:30, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8557, loss_cls: 1.3200, loss: 1.3200, grad_norm: 17.8830 2020-08-02 23:44:01,790 - mmaction - INFO - Epoch [44][720/2505] lr: 5.000e-05, eta: 20:13:49, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8714, loss_cls: 1.2867, loss: 1.2867, grad_norm: 17.5981 2020-08-02 23:44:39,859 - mmaction - INFO - Epoch [44][740/2505] lr: 5.000e-05, eta: 20:13:08, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8630, loss_cls: 1.2851, loss: 1.2851, grad_norm: 17.0909 2020-08-02 23:45:17,949 - mmaction - INFO - Epoch [44][760/2505] lr: 5.000e-05, eta: 20:12:28, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8687, loss_cls: 1.2791, loss: 1.2791, grad_norm: 18.1919 2020-08-02 23:45:56,118 - mmaction - INFO - Epoch [44][780/2505] lr: 5.000e-05, eta: 20:11:47, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8703, loss_cls: 1.2537, loss: 1.2537, grad_norm: 17.4411 2020-08-02 23:46:34,391 - mmaction - INFO - Epoch [44][800/2505] lr: 5.000e-05, eta: 20:11:06, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8703, loss_cls: 1.2768, loss: 1.2768, grad_norm: 17.3694 2020-08-02 23:47:12,395 - mmaction - INFO - Epoch [44][820/2505] lr: 5.000e-05, eta: 20:10:26, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8693, loss_cls: 1.2308, loss: 1.2308, grad_norm: 17.0304 2020-08-02 23:47:50,502 - mmaction - INFO - Epoch [44][840/2505] lr: 5.000e-05, eta: 20:09:45, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8651, loss_cls: 1.3116, loss: 1.3116, grad_norm: 17.8995 2020-08-02 23:48:28,612 - mmaction - INFO - Epoch [44][860/2505] lr: 5.000e-05, eta: 20:09:04, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8729, loss_cls: 1.2519, loss: 1.2519, grad_norm: 17.9647 2020-08-02 23:49:06,631 - mmaction - INFO - Epoch [44][880/2505] lr: 5.000e-05, eta: 20:08:23, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8833, loss_cls: 1.2211, loss: 1.2211, grad_norm: 17.0204 2020-08-02 23:49:44,690 - mmaction - INFO - Epoch [44][900/2505] lr: 5.000e-05, eta: 20:07:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8646, loss_cls: 1.2496, loss: 1.2496, grad_norm: 18.2407 2020-08-02 23:50:22,747 - mmaction - INFO - Epoch [44][920/2505] lr: 5.000e-05, eta: 20:07:02, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8615, loss_cls: 1.2763, loss: 1.2763, grad_norm: 17.4882 2020-08-02 23:51:00,859 - mmaction - INFO - Epoch [44][940/2505] lr: 5.000e-05, eta: 20:06:21, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8807, loss_cls: 1.2313, loss: 1.2313, grad_norm: 17.7781 2020-08-02 23:51:38,893 - mmaction - INFO - Epoch [44][960/2505] lr: 5.000e-05, eta: 20:05:41, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8693, loss_cls: 1.2403, loss: 1.2403, grad_norm: 17.3055 2020-08-02 23:52:16,826 - mmaction - INFO - Epoch [44][980/2505] lr: 5.000e-05, eta: 20:05:00, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8604, loss_cls: 1.3018, loss: 1.3018, grad_norm: 17.5966 2020-08-02 23:52:54,922 - mmaction - INFO - Epoch [44][1000/2505] lr: 5.000e-05, eta: 20:04:19, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8724, loss_cls: 1.2788, loss: 1.2788, grad_norm: 17.3105 2020-08-02 23:53:33,140 - mmaction - INFO - Epoch [44][1020/2505] lr: 5.000e-05, eta: 20:03:38, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8651, loss_cls: 1.2524, loss: 1.2524, grad_norm: 17.8600 2020-08-02 23:54:11,112 - mmaction - INFO - Epoch [44][1040/2505] lr: 5.000e-05, eta: 20:02:58, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8609, loss_cls: 1.2692, loss: 1.2692, grad_norm: 17.4755 2020-08-02 23:54:49,242 - mmaction - INFO - Epoch [44][1060/2505] lr: 5.000e-05, eta: 20:02:17, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8703, loss_cls: 1.2443, loss: 1.2443, grad_norm: 17.3667 2020-08-02 23:55:27,181 - mmaction - INFO - Epoch [44][1080/2505] lr: 5.000e-05, eta: 20:01:36, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6839, top5_acc: 0.8448, loss_cls: 1.4182, loss: 1.4182, grad_norm: 18.1980 2020-08-02 23:56:05,158 - mmaction - INFO - Epoch [44][1100/2505] lr: 5.000e-05, eta: 20:00:55, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8521, loss_cls: 1.3568, loss: 1.3568, grad_norm: 17.8716 2020-08-02 23:56:43,039 - mmaction - INFO - Epoch [44][1120/2505] lr: 5.000e-05, eta: 20:00:14, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8568, loss_cls: 1.3416, loss: 1.3416, grad_norm: 17.8620 2020-08-02 23:57:21,166 - mmaction - INFO - Epoch [44][1140/2505] lr: 5.000e-05, eta: 19:59:34, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8583, loss_cls: 1.3519, loss: 1.3519, grad_norm: 18.4528 2020-08-02 23:57:59,357 - mmaction - INFO - Epoch [44][1160/2505] lr: 5.000e-05, eta: 19:58:53, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8604, loss_cls: 1.2523, loss: 1.2523, grad_norm: 17.0722 2020-08-02 23:58:37,436 - mmaction - INFO - Epoch [44][1180/2505] lr: 5.000e-05, eta: 19:58:12, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2735, loss: 1.2735, grad_norm: 18.1707 2020-08-02 23:59:15,513 - mmaction - INFO - Epoch [44][1200/2505] lr: 5.000e-05, eta: 19:57:32, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6807, top5_acc: 0.8484, loss_cls: 1.3816, loss: 1.3816, grad_norm: 18.3769 2020-08-02 23:59:53,674 - mmaction - INFO - Epoch [44][1220/2505] lr: 5.000e-05, eta: 19:56:51, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.2872, loss: 1.2872, grad_norm: 17.7943 2020-08-03 00:00:32,867 - mmaction - INFO - Epoch [44][1240/2505] lr: 5.000e-05, eta: 19:56:11, time: 1.959, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8677, loss_cls: 1.3074, loss: 1.3074, grad_norm: 18.3379 2020-08-03 00:01:10,977 - mmaction - INFO - Epoch [44][1260/2505] lr: 5.000e-05, eta: 19:55:31, time: 1.906, data_time: 0.006, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8833, loss_cls: 1.2280, loss: 1.2280, grad_norm: 17.3147 2020-08-03 00:01:49,079 - mmaction - INFO - Epoch [44][1280/2505] lr: 5.000e-05, eta: 19:54:50, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8635, loss_cls: 1.3192, loss: 1.3192, grad_norm: 17.5176 2020-08-03 00:02:27,282 - mmaction - INFO - Epoch [44][1300/2505] lr: 5.000e-05, eta: 19:54:09, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8641, loss_cls: 1.3493, loss: 1.3493, grad_norm: 17.5198 2020-08-03 00:03:05,461 - mmaction - INFO - Epoch [44][1320/2505] lr: 5.000e-05, eta: 19:53:29, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8651, loss_cls: 1.2829, loss: 1.2829, grad_norm: 18.1587 2020-08-03 00:03:43,574 - mmaction - INFO - Epoch [44][1340/2505] lr: 5.000e-05, eta: 19:52:48, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8495, loss_cls: 1.3442, loss: 1.3442, grad_norm: 17.5823 2020-08-03 00:04:21,758 - mmaction - INFO - Epoch [44][1360/2505] lr: 5.000e-05, eta: 19:52:08, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8740, loss_cls: 1.2375, loss: 1.2375, grad_norm: 16.8954 2020-08-03 00:04:59,782 - mmaction - INFO - Epoch [44][1380/2505] lr: 5.000e-05, eta: 19:51:27, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8677, loss_cls: 1.2690, loss: 1.2690, grad_norm: 17.6169 2020-08-03 00:05:38,475 - mmaction - INFO - Epoch [44][1400/2505] lr: 5.000e-05, eta: 19:50:47, time: 1.934, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8641, loss_cls: 1.2977, loss: 1.2977, grad_norm: 17.5860 2020-08-03 00:06:16,563 - mmaction - INFO - Epoch [44][1420/2505] lr: 5.000e-05, eta: 19:50:06, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8854, loss_cls: 1.1761, loss: 1.1761, grad_norm: 17.0586 2020-08-03 00:06:54,591 - mmaction - INFO - Epoch [44][1440/2505] lr: 5.000e-05, eta: 19:49:25, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8672, loss_cls: 1.2755, loss: 1.2755, grad_norm: 17.7978 2020-08-03 00:07:32,578 - mmaction - INFO - Epoch [44][1460/2505] lr: 5.000e-05, eta: 19:48:45, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8687, loss_cls: 1.2992, loss: 1.2992, grad_norm: 17.5657 2020-08-03 00:08:10,436 - mmaction - INFO - Epoch [44][1480/2505] lr: 5.000e-05, eta: 19:48:04, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8630, loss_cls: 1.2925, loss: 1.2925, grad_norm: 17.9964 2020-08-03 00:08:48,646 - mmaction - INFO - Epoch [44][1500/2505] lr: 5.000e-05, eta: 19:47:23, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8734, loss_cls: 1.2317, loss: 1.2317, grad_norm: 17.2505 2020-08-03 00:09:26,747 - mmaction - INFO - Epoch [44][1520/2505] lr: 5.000e-05, eta: 19:46:43, time: 1.904, data_time: 0.000, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8719, loss_cls: 1.3085, loss: 1.3085, grad_norm: 17.9217 2020-08-03 00:10:05,127 - mmaction - INFO - Epoch [44][1540/2505] lr: 5.000e-05, eta: 19:46:02, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8682, loss_cls: 1.2918, loss: 1.2918, grad_norm: 17.4457 2020-08-03 00:10:43,136 - mmaction - INFO - Epoch [44][1560/2505] lr: 5.000e-05, eta: 19:45:21, time: 1.901, data_time: 0.002, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8708, loss_cls: 1.2793, loss: 1.2793, grad_norm: 17.7826 2020-08-03 00:11:20,982 - mmaction - INFO - Epoch [44][1580/2505] lr: 5.000e-05, eta: 19:44:41, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8802, loss_cls: 1.2591, loss: 1.2591, grad_norm: 18.0329 2020-08-03 00:11:58,853 - mmaction - INFO - Epoch [44][1600/2505] lr: 5.000e-05, eta: 19:44:00, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8724, loss_cls: 1.2812, loss: 1.2812, grad_norm: 17.9019 2020-08-03 00:12:36,886 - mmaction - INFO - Epoch [44][1620/2505] lr: 5.000e-05, eta: 19:43:19, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8677, loss_cls: 1.2760, loss: 1.2760, grad_norm: 18.1105 2020-08-03 00:13:14,845 - mmaction - INFO - Epoch [44][1640/2505] lr: 5.000e-05, eta: 19:42:38, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8635, loss_cls: 1.2807, loss: 1.2807, grad_norm: 18.2633 2020-08-03 00:13:52,939 - mmaction - INFO - Epoch [44][1660/2505] lr: 5.000e-05, eta: 19:41:58, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8729, loss_cls: 1.2690, loss: 1.2690, grad_norm: 17.8896 2020-08-03 00:14:30,779 - mmaction - INFO - Epoch [44][1680/2505] lr: 5.000e-05, eta: 19:41:17, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8688, loss_cls: 1.2874, loss: 1.2874, grad_norm: 17.5932 2020-08-03 00:15:08,861 - mmaction - INFO - Epoch [44][1700/2505] lr: 5.000e-05, eta: 19:40:36, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8724, loss_cls: 1.2608, loss: 1.2608, grad_norm: 17.6044 2020-08-03 00:15:46,985 - mmaction - INFO - Epoch [44][1720/2505] lr: 5.000e-05, eta: 19:39:56, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8682, loss_cls: 1.3299, loss: 1.3299, grad_norm: 17.6010 2020-08-03 00:16:25,063 - mmaction - INFO - Epoch [44][1740/2505] lr: 5.000e-05, eta: 19:39:15, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.3509, loss: 1.3509, grad_norm: 17.0713 2020-08-03 00:17:03,292 - mmaction - INFO - Epoch [44][1760/2505] lr: 5.000e-05, eta: 19:38:35, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8552, loss_cls: 1.3744, loss: 1.3744, grad_norm: 18.1783 2020-08-03 00:17:41,307 - mmaction - INFO - Epoch [44][1780/2505] lr: 5.000e-05, eta: 19:37:54, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8604, loss_cls: 1.2870, loss: 1.2870, grad_norm: 17.4525 2020-08-03 00:18:19,201 - mmaction - INFO - Epoch [44][1800/2505] lr: 5.000e-05, eta: 19:37:13, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8641, loss_cls: 1.2720, loss: 1.2720, grad_norm: 17.6263 2020-08-03 00:18:57,261 - mmaction - INFO - Epoch [44][1820/2505] lr: 5.000e-05, eta: 19:36:32, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8672, loss_cls: 1.2548, loss: 1.2548, grad_norm: 17.7899 2020-08-03 00:19:35,220 - mmaction - INFO - Epoch [44][1840/2505] lr: 5.000e-05, eta: 19:35:52, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8734, loss_cls: 1.2945, loss: 1.2945, grad_norm: 17.3864 2020-08-03 00:20:13,253 - mmaction - INFO - Epoch [44][1860/2505] lr: 5.000e-05, eta: 19:35:11, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8714, loss_cls: 1.2434, loss: 1.2434, grad_norm: 17.5335 2020-08-03 00:20:51,164 - mmaction - INFO - Epoch [44][1880/2505] lr: 5.000e-05, eta: 19:34:30, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8646, loss_cls: 1.2929, loss: 1.2929, grad_norm: 18.0099 2020-08-03 00:21:29,101 - mmaction - INFO - Epoch [44][1900/2505] lr: 5.000e-05, eta: 19:33:50, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8661, loss_cls: 1.3156, loss: 1.3156, grad_norm: 17.4762 2020-08-03 00:22:07,029 - mmaction - INFO - Epoch [44][1920/2505] lr: 5.000e-05, eta: 19:33:09, time: 1.896, data_time: 0.000, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8714, loss_cls: 1.2722, loss: 1.2722, grad_norm: 17.7937 2020-08-03 00:22:45,070 - mmaction - INFO - Epoch [44][1940/2505] lr: 5.000e-05, eta: 19:32:28, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8854, loss_cls: 1.1930, loss: 1.1930, grad_norm: 17.2655 2020-08-03 00:23:23,219 - mmaction - INFO - Epoch [44][1960/2505] lr: 5.000e-05, eta: 19:31:48, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8573, loss_cls: 1.3212, loss: 1.3212, grad_norm: 17.5747 2020-08-03 00:24:01,250 - mmaction - INFO - Epoch [44][1980/2505] lr: 5.000e-05, eta: 19:31:07, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8714, loss_cls: 1.2621, loss: 1.2621, grad_norm: 17.6921 2020-08-03 00:24:39,341 - mmaction - INFO - Epoch [44][2000/2505] lr: 5.000e-05, eta: 19:30:26, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8672, loss_cls: 1.2956, loss: 1.2956, grad_norm: 17.6777 2020-08-03 00:25:17,350 - mmaction - INFO - Epoch [44][2020/2505] lr: 5.000e-05, eta: 19:29:46, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8635, loss_cls: 1.3245, loss: 1.3245, grad_norm: 18.3461 2020-08-03 00:25:55,412 - mmaction - INFO - Epoch [44][2040/2505] lr: 5.000e-05, eta: 19:29:05, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7318, top5_acc: 0.8724, loss_cls: 1.2096, loss: 1.2096, grad_norm: 17.1704 2020-08-03 00:26:33,414 - mmaction - INFO - Epoch [44][2060/2505] lr: 5.000e-05, eta: 19:28:25, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8755, loss_cls: 1.2053, loss: 1.2053, grad_norm: 17.4110 2020-08-03 00:27:11,324 - mmaction - INFO - Epoch [44][2080/2505] lr: 5.000e-05, eta: 19:27:44, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3845, loss: 1.3845, grad_norm: 18.0375 2020-08-03 00:27:49,357 - mmaction - INFO - Epoch [44][2100/2505] lr: 5.000e-05, eta: 19:27:03, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8688, loss_cls: 1.3026, loss: 1.3026, grad_norm: 18.0834 2020-08-03 00:28:27,508 - mmaction - INFO - Epoch [44][2120/2505] lr: 5.000e-05, eta: 19:26:23, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8641, loss_cls: 1.3235, loss: 1.3235, grad_norm: 18.0269 2020-08-03 00:29:05,524 - mmaction - INFO - Epoch [44][2140/2505] lr: 5.000e-05, eta: 19:25:42, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8813, loss_cls: 1.2140, loss: 1.2140, grad_norm: 16.4438 2020-08-03 00:29:43,575 - mmaction - INFO - Epoch [44][2160/2505] lr: 5.000e-05, eta: 19:25:01, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8625, loss_cls: 1.2893, loss: 1.2893, grad_norm: 17.2527 2020-08-03 00:30:21,564 - mmaction - INFO - Epoch [44][2180/2505] lr: 5.000e-05, eta: 19:24:21, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8661, loss_cls: 1.2728, loss: 1.2728, grad_norm: 17.1964 2020-08-03 00:30:59,660 - mmaction - INFO - Epoch [44][2200/2505] lr: 5.000e-05, eta: 19:23:40, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8635, loss_cls: 1.3144, loss: 1.3144, grad_norm: 18.1341 2020-08-03 00:31:37,620 - mmaction - INFO - Epoch [44][2220/2505] lr: 5.000e-05, eta: 19:23:00, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8625, loss_cls: 1.2966, loss: 1.2966, grad_norm: 18.0890 2020-08-03 00:32:15,770 - mmaction - INFO - Epoch [44][2240/2505] lr: 5.000e-05, eta: 19:22:19, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8682, loss_cls: 1.2446, loss: 1.2446, grad_norm: 17.9338 2020-08-03 00:32:53,996 - mmaction - INFO - Epoch [44][2260/2505] lr: 5.000e-05, eta: 19:21:39, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8729, loss_cls: 1.2429, loss: 1.2429, grad_norm: 17.4617 2020-08-03 00:33:32,005 - mmaction - INFO - Epoch [44][2280/2505] lr: 5.000e-05, eta: 19:20:58, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8630, loss_cls: 1.2970, loss: 1.2970, grad_norm: 17.8024 2020-08-03 00:34:10,050 - mmaction - INFO - Epoch [44][2300/2505] lr: 5.000e-05, eta: 19:20:17, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8583, loss_cls: 1.3674, loss: 1.3674, grad_norm: 17.7851 2020-08-03 00:34:47,947 - mmaction - INFO - Epoch [44][2320/2505] lr: 5.000e-05, eta: 19:19:37, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8719, loss_cls: 1.2699, loss: 1.2699, grad_norm: 17.7008 2020-08-03 00:35:25,854 - mmaction - INFO - Epoch [44][2340/2505] lr: 5.000e-05, eta: 19:18:56, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8656, loss_cls: 1.2940, loss: 1.2940, grad_norm: 18.1112 2020-08-03 00:36:03,745 - mmaction - INFO - Epoch [44][2360/2505] lr: 5.000e-05, eta: 19:18:15, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8682, loss_cls: 1.3133, loss: 1.3133, grad_norm: 17.1025 2020-08-03 00:36:41,750 - mmaction - INFO - Epoch [44][2380/2505] lr: 5.000e-05, eta: 19:17:35, time: 1.900, data_time: 0.000, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8823, loss_cls: 1.2193, loss: 1.2193, grad_norm: 16.8850 2020-08-03 00:37:19,743 - mmaction - INFO - Epoch [44][2400/2505] lr: 5.000e-05, eta: 19:16:54, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8781, loss_cls: 1.2097, loss: 1.2097, grad_norm: 17.6659 2020-08-03 00:37:57,669 - mmaction - INFO - Epoch [44][2420/2505] lr: 5.000e-05, eta: 19:16:13, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8729, loss_cls: 1.2835, loss: 1.2835, grad_norm: 17.9419 2020-08-03 00:38:35,720 - mmaction - INFO - Epoch [44][2440/2505] lr: 5.000e-05, eta: 19:15:33, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8708, loss_cls: 1.2263, loss: 1.2263, grad_norm: 17.5070 2020-08-03 00:39:13,741 - mmaction - INFO - Epoch [44][2460/2505] lr: 5.000e-05, eta: 19:14:52, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8693, loss_cls: 1.2881, loss: 1.2881, grad_norm: 17.9603 2020-08-03 00:39:51,794 - mmaction - INFO - Epoch [44][2480/2505] lr: 5.000e-05, eta: 19:14:12, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8750, loss_cls: 1.2107, loss: 1.2107, grad_norm: 16.9821 2020-08-03 00:40:29,727 - mmaction - INFO - Epoch [44][2500/2505] lr: 5.000e-05, eta: 19:13:31, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8729, loss_cls: 1.2612, loss: 1.2612, grad_norm: 18.2635 2020-08-03 00:40:42,742 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-08-03 00:41:59,349 - mmaction - INFO - Epoch [45][20/2505] lr: 5.000e-05, eta: 19:13:02, time: 3.800, data_time: 1.858, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8641, loss_cls: 1.2857, loss: 1.2857, grad_norm: 17.8157 2020-08-03 00:42:37,913 - mmaction - INFO - Epoch [45][40/2505] lr: 5.000e-05, eta: 19:12:22, time: 1.929, data_time: 0.007, memory: 8520, top1_acc: 0.6833, top5_acc: 0.8505, loss_cls: 1.3890, loss: 1.3890, grad_norm: 18.2562 2020-08-03 00:43:16,405 - mmaction - INFO - Epoch [45][60/2505] lr: 5.000e-05, eta: 19:11:42, time: 1.924, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8552, loss_cls: 1.3730, loss: 1.3730, grad_norm: 18.0566 2020-08-03 00:43:54,958 - mmaction - INFO - Epoch [45][80/2505] lr: 5.000e-05, eta: 19:11:02, time: 1.927, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8615, loss_cls: 1.3112, loss: 1.3112, grad_norm: 18.2241 2020-08-03 00:44:33,454 - mmaction - INFO - Epoch [45][100/2505] lr: 5.000e-05, eta: 19:10:22, time: 1.925, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8615, loss_cls: 1.2687, loss: 1.2687, grad_norm: 17.4276 2020-08-03 00:45:12,062 - mmaction - INFO - Epoch [45][120/2505] lr: 5.000e-05, eta: 19:09:41, time: 1.930, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8729, loss_cls: 1.2144, loss: 1.2144, grad_norm: 17.0351 2020-08-03 00:45:50,376 - mmaction - INFO - Epoch [45][140/2505] lr: 5.000e-05, eta: 19:09:01, time: 1.916, data_time: 0.002, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.2956, loss: 1.2956, grad_norm: 18.1697 2020-08-03 00:46:28,612 - mmaction - INFO - Epoch [45][160/2505] lr: 5.000e-05, eta: 19:08:21, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8755, loss_cls: 1.2549, loss: 1.2549, grad_norm: 17.6858 2020-08-03 00:47:06,886 - mmaction - INFO - Epoch [45][180/2505] lr: 5.000e-05, eta: 19:07:40, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8656, loss_cls: 1.3131, loss: 1.3131, grad_norm: 17.6417 2020-08-03 00:47:45,111 - mmaction - INFO - Epoch [45][200/2505] lr: 5.000e-05, eta: 19:07:00, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8802, loss_cls: 1.2195, loss: 1.2195, grad_norm: 18.0985 2020-08-03 00:48:23,270 - mmaction - INFO - Epoch [45][220/2505] lr: 5.000e-05, eta: 19:06:19, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8693, loss_cls: 1.2762, loss: 1.2762, grad_norm: 17.5239 2020-08-03 00:49:01,512 - mmaction - INFO - Epoch [45][240/2505] lr: 5.000e-05, eta: 19:05:39, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8688, loss_cls: 1.2386, loss: 1.2386, grad_norm: 17.8540 2020-08-03 00:49:39,812 - mmaction - INFO - Epoch [45][260/2505] lr: 5.000e-05, eta: 19:04:58, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8651, loss_cls: 1.2748, loss: 1.2748, grad_norm: 17.7455 2020-08-03 00:50:18,186 - mmaction - INFO - Epoch [45][280/2505] lr: 5.000e-05, eta: 19:04:18, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8802, loss_cls: 1.1673, loss: 1.1673, grad_norm: 16.9722 2020-08-03 00:50:56,521 - mmaction - INFO - Epoch [45][300/2505] lr: 5.000e-05, eta: 19:03:38, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8630, loss_cls: 1.3075, loss: 1.3075, grad_norm: 18.7815 2020-08-03 00:51:34,742 - mmaction - INFO - Epoch [45][320/2505] lr: 5.000e-05, eta: 19:02:57, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8521, loss_cls: 1.3400, loss: 1.3400, grad_norm: 18.2512 2020-08-03 00:52:13,033 - mmaction - INFO - Epoch [45][340/2505] lr: 5.000e-05, eta: 19:02:17, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8594, loss_cls: 1.3503, loss: 1.3503, grad_norm: 18.1379 2020-08-03 00:52:51,374 - mmaction - INFO - Epoch [45][360/2505] lr: 5.000e-05, eta: 19:01:37, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8755, loss_cls: 1.2497, loss: 1.2497, grad_norm: 18.6397 2020-08-03 00:53:29,559 - mmaction - INFO - Epoch [45][380/2505] lr: 5.000e-05, eta: 19:00:56, time: 1.909, data_time: 0.000, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8667, loss_cls: 1.2675, loss: 1.2675, grad_norm: 18.2591 2020-08-03 00:54:07,931 - mmaction - INFO - Epoch [45][400/2505] lr: 5.000e-05, eta: 19:00:16, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8760, loss_cls: 1.2530, loss: 1.2530, grad_norm: 17.5026 2020-08-03 00:54:46,273 - mmaction - INFO - Epoch [45][420/2505] lr: 5.000e-05, eta: 18:59:36, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8656, loss_cls: 1.2906, loss: 1.2906, grad_norm: 18.0601 2020-08-03 00:55:24,609 - mmaction - INFO - Epoch [45][440/2505] lr: 5.000e-05, eta: 18:58:55, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8672, loss_cls: 1.2829, loss: 1.2829, grad_norm: 18.0530 2020-08-03 00:56:02,946 - mmaction - INFO - Epoch [45][460/2505] lr: 5.000e-05, eta: 18:58:15, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8688, loss_cls: 1.2803, loss: 1.2803, grad_norm: 17.3605 2020-08-03 00:56:41,411 - mmaction - INFO - Epoch [45][480/2505] lr: 5.000e-05, eta: 18:57:35, time: 1.924, data_time: 0.002, memory: 8520, top1_acc: 0.6854, top5_acc: 0.8693, loss_cls: 1.3696, loss: 1.3696, grad_norm: 18.4788 2020-08-03 00:57:19,724 - mmaction - INFO - Epoch [45][500/2505] lr: 5.000e-05, eta: 18:56:54, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8693, loss_cls: 1.2911, loss: 1.2911, grad_norm: 18.0783 2020-08-03 00:57:58,142 - mmaction - INFO - Epoch [45][520/2505] lr: 5.000e-05, eta: 18:56:14, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8536, loss_cls: 1.3162, loss: 1.3162, grad_norm: 17.8594 2020-08-03 00:58:36,481 - mmaction - INFO - Epoch [45][540/2505] lr: 5.000e-05, eta: 18:55:34, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.6635, top5_acc: 0.8396, loss_cls: 1.4484, loss: 1.4484, grad_norm: 18.3764 2020-08-03 00:59:14,577 - mmaction - INFO - Epoch [45][560/2505] lr: 5.000e-05, eta: 18:54:53, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8870, loss_cls: 1.1815, loss: 1.1815, grad_norm: 16.5492 2020-08-03 00:59:52,722 - mmaction - INFO - Epoch [45][580/2505] lr: 5.000e-05, eta: 18:54:13, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8620, loss_cls: 1.3007, loss: 1.3007, grad_norm: 17.0883 2020-08-03 01:00:32,826 - mmaction - INFO - Epoch [45][600/2505] lr: 5.000e-05, eta: 18:53:34, time: 2.004, data_time: 0.002, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8750, loss_cls: 1.2384, loss: 1.2384, grad_norm: 17.1084 2020-08-03 01:01:11,165 - mmaction - INFO - Epoch [45][620/2505] lr: 5.000e-05, eta: 18:52:54, time: 1.918, data_time: 0.006, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2423, loss: 1.2423, grad_norm: 17.9280 2020-08-03 01:01:49,484 - mmaction - INFO - Epoch [45][640/2505] lr: 5.000e-05, eta: 18:52:13, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.3003, loss: 1.3003, grad_norm: 18.0555 2020-08-03 01:02:27,609 - mmaction - INFO - Epoch [45][660/2505] lr: 5.000e-05, eta: 18:51:33, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8625, loss_cls: 1.2991, loss: 1.2991, grad_norm: 17.9735 2020-08-03 01:03:05,848 - mmaction - INFO - Epoch [45][680/2505] lr: 5.000e-05, eta: 18:50:52, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8729, loss_cls: 1.2295, loss: 1.2295, grad_norm: 16.7059 2020-08-03 01:03:44,027 - mmaction - INFO - Epoch [45][700/2505] lr: 5.000e-05, eta: 18:50:12, time: 1.908, data_time: 0.000, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8771, loss_cls: 1.2308, loss: 1.2308, grad_norm: 17.6731 2020-08-03 01:04:22,252 - mmaction - INFO - Epoch [45][720/2505] lr: 5.000e-05, eta: 18:49:32, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8594, loss_cls: 1.3552, loss: 1.3552, grad_norm: 18.0280 2020-08-03 01:05:00,495 - mmaction - INFO - Epoch [45][740/2505] lr: 5.000e-05, eta: 18:48:51, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8677, loss_cls: 1.2730, loss: 1.2730, grad_norm: 17.2257 2020-08-03 01:05:39,505 - mmaction - INFO - Epoch [45][760/2505] lr: 5.000e-05, eta: 18:48:11, time: 1.950, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8604, loss_cls: 1.3154, loss: 1.3154, grad_norm: 17.9856 2020-08-03 01:06:17,866 - mmaction - INFO - Epoch [45][780/2505] lr: 5.000e-05, eta: 18:47:31, time: 1.918, data_time: 0.003, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8578, loss_cls: 1.3480, loss: 1.3480, grad_norm: 18.3016 2020-08-03 01:06:56,115 - mmaction - INFO - Epoch [45][800/2505] lr: 5.000e-05, eta: 18:46:51, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8776, loss_cls: 1.2417, loss: 1.2417, grad_norm: 17.2659 2020-08-03 01:07:34,257 - mmaction - INFO - Epoch [45][820/2505] lr: 5.000e-05, eta: 18:46:10, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8708, loss_cls: 1.2683, loss: 1.2683, grad_norm: 17.6368 2020-08-03 01:08:12,345 - mmaction - INFO - Epoch [45][840/2505] lr: 5.000e-05, eta: 18:45:30, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8698, loss_cls: 1.2775, loss: 1.2775, grad_norm: 17.8489 2020-08-03 01:08:50,468 - mmaction - INFO - Epoch [45][860/2505] lr: 5.000e-05, eta: 18:44:49, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8714, loss_cls: 1.2378, loss: 1.2378, grad_norm: 17.3917 2020-08-03 01:09:28,460 - mmaction - INFO - Epoch [45][880/2505] lr: 5.000e-05, eta: 18:44:09, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8583, loss_cls: 1.3181, loss: 1.3181, grad_norm: 18.0739 2020-08-03 01:10:06,599 - mmaction - INFO - Epoch [45][900/2505] lr: 5.000e-05, eta: 18:43:28, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2916, loss: 1.2916, grad_norm: 18.1507 2020-08-03 01:10:44,816 - mmaction - INFO - Epoch [45][920/2505] lr: 5.000e-05, eta: 18:42:48, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8740, loss_cls: 1.2718, loss: 1.2718, grad_norm: 18.3099 2020-08-03 01:11:22,945 - mmaction - INFO - Epoch [45][940/2505] lr: 5.000e-05, eta: 18:42:08, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8823, loss_cls: 1.2244, loss: 1.2244, grad_norm: 17.4927 2020-08-03 01:12:01,167 - mmaction - INFO - Epoch [45][960/2505] lr: 5.000e-05, eta: 18:41:27, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8755, loss_cls: 1.2943, loss: 1.2943, grad_norm: 18.1115 2020-08-03 01:12:39,310 - mmaction - INFO - Epoch [45][980/2505] lr: 5.000e-05, eta: 18:40:47, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8781, loss_cls: 1.2459, loss: 1.2459, grad_norm: 17.4686 2020-08-03 01:13:17,528 - mmaction - INFO - Epoch [45][1000/2505] lr: 5.000e-05, eta: 18:40:06, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8729, loss_cls: 1.2590, loss: 1.2590, grad_norm: 17.8986 2020-08-03 01:13:55,671 - mmaction - INFO - Epoch [45][1020/2505] lr: 5.000e-05, eta: 18:39:26, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2351, loss: 1.2351, grad_norm: 17.5740 2020-08-03 01:14:33,882 - mmaction - INFO - Epoch [45][1040/2505] lr: 5.000e-05, eta: 18:38:46, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8719, loss_cls: 1.2373, loss: 1.2373, grad_norm: 17.1767 2020-08-03 01:15:11,994 - mmaction - INFO - Epoch [45][1060/2505] lr: 5.000e-05, eta: 18:38:05, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8807, loss_cls: 1.1895, loss: 1.1895, grad_norm: 17.0805 2020-08-03 01:15:50,191 - mmaction - INFO - Epoch [45][1080/2505] lr: 5.000e-05, eta: 18:37:25, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8536, loss_cls: 1.3108, loss: 1.3108, grad_norm: 17.8293 2020-08-03 01:16:28,353 - mmaction - INFO - Epoch [45][1100/2505] lr: 5.000e-05, eta: 18:36:44, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.3245, loss: 1.3245, grad_norm: 18.0505 2020-08-03 01:17:06,424 - mmaction - INFO - Epoch [45][1120/2505] lr: 5.000e-05, eta: 18:36:04, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8641, loss_cls: 1.2896, loss: 1.2896, grad_norm: 18.1493 2020-08-03 01:17:44,605 - mmaction - INFO - Epoch [45][1140/2505] lr: 5.000e-05, eta: 18:35:24, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8635, loss_cls: 1.3022, loss: 1.3022, grad_norm: 18.0587 2020-08-03 01:18:22,866 - mmaction - INFO - Epoch [45][1160/2505] lr: 5.000e-05, eta: 18:34:43, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8734, loss_cls: 1.2442, loss: 1.2442, grad_norm: 17.3881 2020-08-03 01:19:01,002 - mmaction - INFO - Epoch [45][1180/2505] lr: 5.000e-05, eta: 18:34:03, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8724, loss_cls: 1.2814, loss: 1.2814, grad_norm: 17.4695 2020-08-03 01:19:39,151 - mmaction - INFO - Epoch [45][1200/2505] lr: 5.000e-05, eta: 18:33:23, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8760, loss_cls: 1.2437, loss: 1.2437, grad_norm: 17.5747 2020-08-03 01:20:17,342 - mmaction - INFO - Epoch [45][1220/2505] lr: 5.000e-05, eta: 18:32:42, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.2716, loss: 1.2716, grad_norm: 17.1420 2020-08-03 01:20:55,610 - mmaction - INFO - Epoch [45][1240/2505] lr: 5.000e-05, eta: 18:32:02, time: 1.913, data_time: 0.000, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8750, loss_cls: 1.2212, loss: 1.2212, grad_norm: 17.2114 2020-08-03 01:21:33,876 - mmaction - INFO - Epoch [45][1260/2505] lr: 5.000e-05, eta: 18:31:22, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8714, loss_cls: 1.2358, loss: 1.2358, grad_norm: 16.9481 2020-08-03 01:22:12,138 - mmaction - INFO - Epoch [45][1280/2505] lr: 5.000e-05, eta: 18:30:41, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8661, loss_cls: 1.2836, loss: 1.2836, grad_norm: 18.4093 2020-08-03 01:22:50,329 - mmaction - INFO - Epoch [45][1300/2505] lr: 5.000e-05, eta: 18:30:01, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.2475, loss: 1.2475, grad_norm: 17.4608 2020-08-03 01:23:28,474 - mmaction - INFO - Epoch [45][1320/2505] lr: 5.000e-05, eta: 18:29:20, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8729, loss_cls: 1.2446, loss: 1.2446, grad_norm: 17.9467 2020-08-03 01:24:06,456 - mmaction - INFO - Epoch [45][1340/2505] lr: 5.000e-05, eta: 18:28:40, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8656, loss_cls: 1.3095, loss: 1.3095, grad_norm: 18.1825 2020-08-03 01:24:44,540 - mmaction - INFO - Epoch [45][1360/2505] lr: 5.000e-05, eta: 18:28:00, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8646, loss_cls: 1.2772, loss: 1.2772, grad_norm: 17.1517 2020-08-03 01:25:22,768 - mmaction - INFO - Epoch [45][1380/2505] lr: 5.000e-05, eta: 18:27:19, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8672, loss_cls: 1.3166, loss: 1.3166, grad_norm: 17.9583 2020-08-03 01:26:00,921 - mmaction - INFO - Epoch [45][1400/2505] lr: 5.000e-05, eta: 18:26:39, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6760, top5_acc: 0.8526, loss_cls: 1.3738, loss: 1.3738, grad_norm: 18.6875 2020-08-03 01:26:39,315 - mmaction - INFO - Epoch [45][1420/2505] lr: 5.000e-05, eta: 18:25:59, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8661, loss_cls: 1.2501, loss: 1.2501, grad_norm: 17.5072 2020-08-03 01:27:17,524 - mmaction - INFO - Epoch [45][1440/2505] lr: 5.000e-05, eta: 18:25:18, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8661, loss_cls: 1.2998, loss: 1.2998, grad_norm: 17.8443 2020-08-03 01:27:55,752 - mmaction - INFO - Epoch [45][1460/2505] lr: 5.000e-05, eta: 18:24:38, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8630, loss_cls: 1.2952, loss: 1.2952, grad_norm: 17.5005 2020-08-03 01:28:34,043 - mmaction - INFO - Epoch [45][1480/2505] lr: 5.000e-05, eta: 18:23:58, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8724, loss_cls: 1.2390, loss: 1.2390, grad_norm: 17.2596 2020-08-03 01:29:12,360 - mmaction - INFO - Epoch [45][1500/2505] lr: 5.000e-05, eta: 18:23:17, time: 1.915, data_time: 0.000, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8714, loss_cls: 1.2794, loss: 1.2794, grad_norm: 17.5546 2020-08-03 01:29:50,469 - mmaction - INFO - Epoch [45][1520/2505] lr: 5.000e-05, eta: 18:22:37, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8693, loss_cls: 1.2652, loss: 1.2652, grad_norm: 17.6419 2020-08-03 01:30:28,690 - mmaction - INFO - Epoch [45][1540/2505] lr: 5.000e-05, eta: 18:21:57, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8708, loss_cls: 1.2824, loss: 1.2824, grad_norm: 17.7569 2020-08-03 01:31:06,874 - mmaction - INFO - Epoch [45][1560/2505] lr: 5.000e-05, eta: 18:21:16, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.3284, loss: 1.3284, grad_norm: 17.9328 2020-08-03 01:31:45,126 - mmaction - INFO - Epoch [45][1580/2505] lr: 5.000e-05, eta: 18:20:36, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8766, loss_cls: 1.2522, loss: 1.2522, grad_norm: 17.2048 2020-08-03 01:32:23,407 - mmaction - INFO - Epoch [45][1600/2505] lr: 5.000e-05, eta: 18:19:56, time: 1.913, data_time: 0.000, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8630, loss_cls: 1.3049, loss: 1.3049, grad_norm: 17.6244 2020-08-03 01:33:01,517 - mmaction - INFO - Epoch [45][1620/2505] lr: 5.000e-05, eta: 18:19:15, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8740, loss_cls: 1.2338, loss: 1.2338, grad_norm: 17.7750 2020-08-03 01:33:39,722 - mmaction - INFO - Epoch [45][1640/2505] lr: 5.000e-05, eta: 18:18:35, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8750, loss_cls: 1.2123, loss: 1.2123, grad_norm: 17.4185 2020-08-03 01:34:17,994 - mmaction - INFO - Epoch [45][1660/2505] lr: 5.000e-05, eta: 18:17:55, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8708, loss_cls: 1.2717, loss: 1.2717, grad_norm: 17.5091 2020-08-03 01:34:56,111 - mmaction - INFO - Epoch [45][1680/2505] lr: 5.000e-05, eta: 18:17:15, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8510, loss_cls: 1.3465, loss: 1.3465, grad_norm: 17.9470 2020-08-03 01:35:34,326 - mmaction - INFO - Epoch [45][1700/2505] lr: 5.000e-05, eta: 18:16:34, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2905, loss: 1.2905, grad_norm: 18.1965 2020-08-03 01:36:12,446 - mmaction - INFO - Epoch [45][1720/2505] lr: 5.000e-05, eta: 18:15:54, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8802, loss_cls: 1.2036, loss: 1.2036, grad_norm: 17.4816 2020-08-03 01:36:50,542 - mmaction - INFO - Epoch [45][1740/2505] lr: 5.000e-05, eta: 18:15:13, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8781, loss_cls: 1.1995, loss: 1.1995, grad_norm: 16.8218 2020-08-03 01:37:28,529 - mmaction - INFO - Epoch [45][1760/2505] lr: 5.000e-05, eta: 18:14:33, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8708, loss_cls: 1.2631, loss: 1.2631, grad_norm: 17.5744 2020-08-03 01:38:06,798 - mmaction - INFO - Epoch [45][1780/2505] lr: 5.000e-05, eta: 18:13:53, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8505, loss_cls: 1.3671, loss: 1.3671, grad_norm: 18.1522 2020-08-03 01:38:45,063 - mmaction - INFO - Epoch [45][1800/2505] lr: 5.000e-05, eta: 18:13:12, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8708, loss_cls: 1.2501, loss: 1.2501, grad_norm: 17.3105 2020-08-03 01:39:23,163 - mmaction - INFO - Epoch [45][1820/2505] lr: 5.000e-05, eta: 18:12:32, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8771, loss_cls: 1.2575, loss: 1.2575, grad_norm: 17.6399 2020-08-03 01:40:01,424 - mmaction - INFO - Epoch [45][1840/2505] lr: 5.000e-05, eta: 18:11:52, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8724, loss_cls: 1.2328, loss: 1.2328, grad_norm: 17.9333 2020-08-03 01:40:39,435 - mmaction - INFO - Epoch [45][1860/2505] lr: 5.000e-05, eta: 18:11:11, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8844, loss_cls: 1.1944, loss: 1.1944, grad_norm: 17.5437 2020-08-03 01:41:17,632 - mmaction - INFO - Epoch [45][1880/2505] lr: 5.000e-05, eta: 18:10:31, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8667, loss_cls: 1.2919, loss: 1.2919, grad_norm: 18.1146 2020-08-03 01:41:55,710 - mmaction - INFO - Epoch [45][1900/2505] lr: 5.000e-05, eta: 18:09:51, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8802, loss_cls: 1.1649, loss: 1.1649, grad_norm: 17.3004 2020-08-03 01:42:33,997 - mmaction - INFO - Epoch [45][1920/2505] lr: 5.000e-05, eta: 18:09:11, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8729, loss_cls: 1.2524, loss: 1.2524, grad_norm: 17.3762 2020-08-03 01:43:12,096 - mmaction - INFO - Epoch [45][1940/2505] lr: 5.000e-05, eta: 18:08:30, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8646, loss_cls: 1.2770, loss: 1.2770, grad_norm: 17.1884 2020-08-03 01:43:50,324 - mmaction - INFO - Epoch [45][1960/2505] lr: 5.000e-05, eta: 18:07:50, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8682, loss_cls: 1.2928, loss: 1.2928, grad_norm: 18.0534 2020-08-03 01:44:28,446 - mmaction - INFO - Epoch [45][1980/2505] lr: 5.000e-05, eta: 18:07:10, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8604, loss_cls: 1.3005, loss: 1.3005, grad_norm: 18.2622 2020-08-03 01:45:06,721 - mmaction - INFO - Epoch [45][2000/2505] lr: 5.000e-05, eta: 18:06:29, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8797, loss_cls: 1.2136, loss: 1.2136, grad_norm: 17.5656 2020-08-03 01:45:44,777 - mmaction - INFO - Epoch [45][2020/2505] lr: 5.000e-05, eta: 18:05:49, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8771, loss_cls: 1.2099, loss: 1.2099, grad_norm: 17.3904 2020-08-03 01:46:22,995 - mmaction - INFO - Epoch [45][2040/2505] lr: 5.000e-05, eta: 18:05:09, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8714, loss_cls: 1.2475, loss: 1.2475, grad_norm: 18.4083 2020-08-03 01:47:01,269 - mmaction - INFO - Epoch [45][2060/2505] lr: 5.000e-05, eta: 18:04:28, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8833, loss_cls: 1.2133, loss: 1.2133, grad_norm: 17.5821 2020-08-03 01:47:39,504 - mmaction - INFO - Epoch [45][2080/2505] lr: 5.000e-05, eta: 18:03:48, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8641, loss_cls: 1.3214, loss: 1.3214, grad_norm: 18.0210 2020-08-03 01:48:17,656 - mmaction - INFO - Epoch [45][2100/2505] lr: 5.000e-05, eta: 18:03:08, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8698, loss_cls: 1.2849, loss: 1.2849, grad_norm: 17.3000 2020-08-03 01:48:55,743 - mmaction - INFO - Epoch [45][2120/2505] lr: 5.000e-05, eta: 18:02:28, time: 1.904, data_time: 0.000, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8604, loss_cls: 1.3306, loss: 1.3306, grad_norm: 17.7708 2020-08-03 01:49:33,886 - mmaction - INFO - Epoch [45][2140/2505] lr: 5.000e-05, eta: 18:01:47, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8630, loss_cls: 1.2890, loss: 1.2890, grad_norm: 18.0986 2020-08-03 01:50:11,988 - mmaction - INFO - Epoch [45][2160/2505] lr: 5.000e-05, eta: 18:01:07, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8755, loss_cls: 1.2885, loss: 1.2885, grad_norm: 18.0778 2020-08-03 01:50:50,122 - mmaction - INFO - Epoch [45][2180/2505] lr: 5.000e-05, eta: 18:00:27, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.2380, loss: 1.2380, grad_norm: 17.4988 2020-08-03 01:51:28,311 - mmaction - INFO - Epoch [45][2200/2505] lr: 5.000e-05, eta: 17:59:46, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8818, loss_cls: 1.2213, loss: 1.2213, grad_norm: 16.9877 2020-08-03 01:52:06,474 - mmaction - INFO - Epoch [45][2220/2505] lr: 5.000e-05, eta: 17:59:06, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8547, loss_cls: 1.3580, loss: 1.3580, grad_norm: 17.9939 2020-08-03 01:52:44,681 - mmaction - INFO - Epoch [45][2240/2505] lr: 5.000e-05, eta: 17:58:26, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8714, loss_cls: 1.2660, loss: 1.2660, grad_norm: 17.8654 2020-08-03 01:53:22,830 - mmaction - INFO - Epoch [45][2260/2505] lr: 5.000e-05, eta: 17:57:45, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8677, loss_cls: 1.2813, loss: 1.2813, grad_norm: 17.7677 2020-08-03 01:54:00,995 - mmaction - INFO - Epoch [45][2280/2505] lr: 5.000e-05, eta: 17:57:05, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8703, loss_cls: 1.2757, loss: 1.2757, grad_norm: 17.9812 2020-08-03 01:54:39,294 - mmaction - INFO - Epoch [45][2300/2505] lr: 5.000e-05, eta: 17:56:25, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8661, loss_cls: 1.3281, loss: 1.3281, grad_norm: 18.6666 2020-08-03 01:55:17,467 - mmaction - INFO - Epoch [45][2320/2505] lr: 5.000e-05, eta: 17:55:45, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2530, loss: 1.2530, grad_norm: 17.7374 2020-08-03 01:55:55,662 - mmaction - INFO - Epoch [45][2340/2505] lr: 5.000e-05, eta: 17:55:04, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8583, loss_cls: 1.3132, loss: 1.3132, grad_norm: 17.9028 2020-08-03 01:56:33,811 - mmaction - INFO - Epoch [45][2360/2505] lr: 5.000e-05, eta: 17:54:24, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8708, loss_cls: 1.2644, loss: 1.2644, grad_norm: 18.4949 2020-08-03 01:57:11,996 - mmaction - INFO - Epoch [45][2380/2505] lr: 5.000e-05, eta: 17:53:44, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8760, loss_cls: 1.2512, loss: 1.2512, grad_norm: 17.8854 2020-08-03 01:57:50,265 - mmaction - INFO - Epoch [45][2400/2505] lr: 5.000e-05, eta: 17:53:04, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8703, loss_cls: 1.2768, loss: 1.2768, grad_norm: 17.9826 2020-08-03 01:58:28,630 - mmaction - INFO - Epoch [45][2420/2505] lr: 5.000e-05, eta: 17:52:23, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8682, loss_cls: 1.3139, loss: 1.3139, grad_norm: 18.2093 2020-08-03 01:59:06,830 - mmaction - INFO - Epoch [45][2440/2505] lr: 5.000e-05, eta: 17:51:43, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8682, loss_cls: 1.2461, loss: 1.2461, grad_norm: 17.4275 2020-08-03 01:59:45,223 - mmaction - INFO - Epoch [45][2460/2505] lr: 5.000e-05, eta: 17:51:03, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8776, loss_cls: 1.2293, loss: 1.2293, grad_norm: 17.0806 2020-08-03 02:00:25,164 - mmaction - INFO - Epoch [45][2480/2505] lr: 5.000e-05, eta: 17:50:24, time: 1.996, data_time: 0.004, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8740, loss_cls: 1.2704, loss: 1.2704, grad_norm: 18.3653 2020-08-03 02:01:03,328 - mmaction - INFO - Epoch [45][2500/2505] lr: 5.000e-05, eta: 17:49:44, time: 1.909, data_time: 0.007, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8693, loss_cls: 1.2979, loss: 1.2979, grad_norm: 18.4400 2020-08-03 02:02:32,632 - mmaction - INFO - Epoch [46][20/2505] lr: 5.000e-05, eta: 17:49:14, time: 3.884, data_time: 1.954, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8755, loss_cls: 1.2284, loss: 1.2284, grad_norm: 17.5021 2020-08-03 02:03:11,043 - mmaction - INFO - Epoch [46][40/2505] lr: 5.000e-05, eta: 17:48:34, time: 1.920, data_time: 0.004, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8734, loss_cls: 1.2465, loss: 1.2465, grad_norm: 18.0450 2020-08-03 02:03:49,400 - mmaction - INFO - Epoch [46][60/2505] lr: 5.000e-05, eta: 17:47:54, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8651, loss_cls: 1.3141, loss: 1.3141, grad_norm: 17.6942 2020-08-03 02:04:27,572 - mmaction - INFO - Epoch [46][80/2505] lr: 5.000e-05, eta: 17:47:13, time: 1.908, data_time: 0.000, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8734, loss_cls: 1.2179, loss: 1.2179, grad_norm: 17.0936 2020-08-03 02:05:05,992 - mmaction - INFO - Epoch [46][100/2505] lr: 5.000e-05, eta: 17:46:33, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8682, loss_cls: 1.2910, loss: 1.2910, grad_norm: 18.0725 2020-08-03 02:05:44,240 - mmaction - INFO - Epoch [46][120/2505] lr: 5.000e-05, eta: 17:45:53, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8677, loss_cls: 1.3043, loss: 1.3043, grad_norm: 17.6830 2020-08-03 02:06:22,506 - mmaction - INFO - Epoch [46][140/2505] lr: 5.000e-05, eta: 17:45:13, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8568, loss_cls: 1.3225, loss: 1.3225, grad_norm: 17.9387 2020-08-03 02:07:00,792 - mmaction - INFO - Epoch [46][160/2505] lr: 5.000e-05, eta: 17:44:33, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8646, loss_cls: 1.3092, loss: 1.3092, grad_norm: 18.1466 2020-08-03 02:07:38,895 - mmaction - INFO - Epoch [46][180/2505] lr: 5.000e-05, eta: 17:43:52, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8703, loss_cls: 1.2699, loss: 1.2699, grad_norm: 17.7929 2020-08-03 02:08:17,059 - mmaction - INFO - Epoch [46][200/2505] lr: 5.000e-05, eta: 17:43:12, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8641, loss_cls: 1.2709, loss: 1.2709, grad_norm: 18.1849 2020-08-03 02:08:55,200 - mmaction - INFO - Epoch [46][220/2505] lr: 5.000e-05, eta: 17:42:32, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8609, loss_cls: 1.3283, loss: 1.3283, grad_norm: 18.5759 2020-08-03 02:09:33,506 - mmaction - INFO - Epoch [46][240/2505] lr: 5.000e-05, eta: 17:41:52, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8625, loss_cls: 1.3007, loss: 1.3007, grad_norm: 17.9469 2020-08-03 02:10:11,728 - mmaction - INFO - Epoch [46][260/2505] lr: 5.000e-05, eta: 17:41:11, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8740, loss_cls: 1.2863, loss: 1.2863, grad_norm: 17.0049 2020-08-03 02:10:49,874 - mmaction - INFO - Epoch [46][280/2505] lr: 5.000e-05, eta: 17:40:31, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8641, loss_cls: 1.2832, loss: 1.2832, grad_norm: 17.4707 2020-08-03 02:11:28,046 - mmaction - INFO - Epoch [46][300/2505] lr: 5.000e-05, eta: 17:39:51, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8745, loss_cls: 1.2470, loss: 1.2470, grad_norm: 17.8740 2020-08-03 02:12:06,200 - mmaction - INFO - Epoch [46][320/2505] lr: 5.000e-05, eta: 17:39:11, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8771, loss_cls: 1.2498, loss: 1.2498, grad_norm: 17.6498 2020-08-03 02:12:44,394 - mmaction - INFO - Epoch [46][340/2505] lr: 5.000e-05, eta: 17:38:30, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8609, loss_cls: 1.2821, loss: 1.2821, grad_norm: 18.1704 2020-08-03 02:13:22,561 - mmaction - INFO - Epoch [46][360/2505] lr: 5.000e-05, eta: 17:37:50, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2769, loss: 1.2769, grad_norm: 17.7558 2020-08-03 02:14:00,853 - mmaction - INFO - Epoch [46][380/2505] lr: 5.000e-05, eta: 17:37:10, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8620, loss_cls: 1.2857, loss: 1.2857, grad_norm: 17.7986 2020-08-03 02:14:38,988 - mmaction - INFO - Epoch [46][400/2505] lr: 5.000e-05, eta: 17:36:30, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8682, loss_cls: 1.2706, loss: 1.2706, grad_norm: 18.4422 2020-08-03 02:15:17,171 - mmaction - INFO - Epoch [46][420/2505] lr: 5.000e-05, eta: 17:35:49, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8604, loss_cls: 1.3203, loss: 1.3203, grad_norm: 17.7856 2020-08-03 02:15:55,422 - mmaction - INFO - Epoch [46][440/2505] lr: 5.000e-05, eta: 17:35:09, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7359, top5_acc: 0.8865, loss_cls: 1.1472, loss: 1.1472, grad_norm: 16.7414 2020-08-03 02:16:33,668 - mmaction - INFO - Epoch [46][460/2505] lr: 5.000e-05, eta: 17:34:29, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8646, loss_cls: 1.2570, loss: 1.2570, grad_norm: 17.3595 2020-08-03 02:17:11,891 - mmaction - INFO - Epoch [46][480/2505] lr: 5.000e-05, eta: 17:33:49, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8609, loss_cls: 1.2909, loss: 1.2909, grad_norm: 17.6518 2020-08-03 02:17:50,064 - mmaction - INFO - Epoch [46][500/2505] lr: 5.000e-05, eta: 17:33:09, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8750, loss_cls: 1.2505, loss: 1.2505, grad_norm: 17.8012 2020-08-03 02:18:28,258 - mmaction - INFO - Epoch [46][520/2505] lr: 5.000e-05, eta: 17:32:28, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8818, loss_cls: 1.2344, loss: 1.2344, grad_norm: 17.4915 2020-08-03 02:19:06,285 - mmaction - INFO - Epoch [46][540/2505] lr: 5.000e-05, eta: 17:31:48, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8667, loss_cls: 1.2599, loss: 1.2599, grad_norm: 18.4596 2020-08-03 02:19:44,498 - mmaction - INFO - Epoch [46][560/2505] lr: 5.000e-05, eta: 17:31:08, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8745, loss_cls: 1.2437, loss: 1.2437, grad_norm: 17.6159 2020-08-03 02:20:22,623 - mmaction - INFO - Epoch [46][580/2505] lr: 5.000e-05, eta: 17:30:28, time: 1.906, data_time: 0.000, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8641, loss_cls: 1.3380, loss: 1.3380, grad_norm: 17.9786 2020-08-03 02:21:00,620 - mmaction - INFO - Epoch [46][600/2505] lr: 5.000e-05, eta: 17:29:47, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8698, loss_cls: 1.2628, loss: 1.2628, grad_norm: 17.3763 2020-08-03 02:21:39,005 - mmaction - INFO - Epoch [46][620/2505] lr: 5.000e-05, eta: 17:29:07, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8620, loss_cls: 1.2921, loss: 1.2921, grad_norm: 18.1992 2020-08-03 02:22:17,063 - mmaction - INFO - Epoch [46][640/2505] lr: 5.000e-05, eta: 17:28:27, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8641, loss_cls: 1.3320, loss: 1.3320, grad_norm: 18.1393 2020-08-03 02:22:55,354 - mmaction - INFO - Epoch [46][660/2505] lr: 5.000e-05, eta: 17:27:47, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8849, loss_cls: 1.2229, loss: 1.2229, grad_norm: 17.6656 2020-08-03 02:23:33,758 - mmaction - INFO - Epoch [46][680/2505] lr: 5.000e-05, eta: 17:27:07, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8755, loss_cls: 1.2289, loss: 1.2289, grad_norm: 17.4909 2020-08-03 02:24:12,311 - mmaction - INFO - Epoch [46][700/2505] lr: 5.000e-05, eta: 17:26:27, time: 1.927, data_time: 0.002, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8714, loss_cls: 1.3038, loss: 1.3038, grad_norm: 17.8254 2020-08-03 02:24:50,588 - mmaction - INFO - Epoch [46][720/2505] lr: 5.000e-05, eta: 17:25:46, time: 1.915, data_time: 0.009, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8698, loss_cls: 1.3023, loss: 1.3023, grad_norm: 18.3334 2020-08-03 02:25:29,460 - mmaction - INFO - Epoch [46][740/2505] lr: 5.000e-05, eta: 17:25:07, time: 1.942, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8677, loss_cls: 1.2543, loss: 1.2543, grad_norm: 18.0075 2020-08-03 02:26:07,996 - mmaction - INFO - Epoch [46][760/2505] lr: 5.000e-05, eta: 17:24:27, time: 1.927, data_time: 0.002, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8630, loss_cls: 1.2943, loss: 1.2943, grad_norm: 17.5964 2020-08-03 02:26:46,147 - mmaction - INFO - Epoch [46][780/2505] lr: 5.000e-05, eta: 17:23:46, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8635, loss_cls: 1.3015, loss: 1.3015, grad_norm: 17.9008 2020-08-03 02:27:24,361 - mmaction - INFO - Epoch [46][800/2505] lr: 5.000e-05, eta: 17:23:06, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8724, loss_cls: 1.2346, loss: 1.2346, grad_norm: 18.0965 2020-08-03 02:28:02,473 - mmaction - INFO - Epoch [46][820/2505] lr: 5.000e-05, eta: 17:22:26, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8573, loss_cls: 1.3283, loss: 1.3283, grad_norm: 17.2895 2020-08-03 02:28:40,438 - mmaction - INFO - Epoch [46][840/2505] lr: 5.000e-05, eta: 17:21:46, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8635, loss_cls: 1.2910, loss: 1.2910, grad_norm: 17.6310 2020-08-03 02:29:18,412 - mmaction - INFO - Epoch [46][860/2505] lr: 5.000e-05, eta: 17:21:05, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8635, loss_cls: 1.3060, loss: 1.3060, grad_norm: 17.6949 2020-08-03 02:29:56,495 - mmaction - INFO - Epoch [46][880/2505] lr: 5.000e-05, eta: 17:20:25, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2742, loss: 1.2742, grad_norm: 17.3572 2020-08-03 02:30:34,909 - mmaction - INFO - Epoch [46][900/2505] lr: 5.000e-05, eta: 17:19:45, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8651, loss_cls: 1.2765, loss: 1.2765, grad_norm: 17.7130 2020-08-03 02:31:13,078 - mmaction - INFO - Epoch [46][920/2505] lr: 5.000e-05, eta: 17:19:05, time: 1.909, data_time: 0.004, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8807, loss_cls: 1.1872, loss: 1.1872, grad_norm: 17.3481 2020-08-03 02:31:51,242 - mmaction - INFO - Epoch [46][940/2505] lr: 5.000e-05, eta: 17:18:25, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8682, loss_cls: 1.2860, loss: 1.2860, grad_norm: 18.2692 2020-08-03 02:32:29,496 - mmaction - INFO - Epoch [46][960/2505] lr: 5.000e-05, eta: 17:17:44, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8667, loss_cls: 1.2713, loss: 1.2713, grad_norm: 17.9146 2020-08-03 02:33:07,719 - mmaction - INFO - Epoch [46][980/2505] lr: 5.000e-05, eta: 17:17:04, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8656, loss_cls: 1.3292, loss: 1.3292, grad_norm: 18.1483 2020-08-03 02:33:46,004 - mmaction - INFO - Epoch [46][1000/2505] lr: 5.000e-05, eta: 17:16:24, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8740, loss_cls: 1.2264, loss: 1.2264, grad_norm: 17.4499 2020-08-03 02:34:24,167 - mmaction - INFO - Epoch [46][1020/2505] lr: 5.000e-05, eta: 17:15:44, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8755, loss_cls: 1.2679, loss: 1.2679, grad_norm: 17.3193 2020-08-03 02:35:02,345 - mmaction - INFO - Epoch [46][1040/2505] lr: 5.000e-05, eta: 17:15:04, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8693, loss_cls: 1.2665, loss: 1.2665, grad_norm: 17.0313 2020-08-03 02:35:40,616 - mmaction - INFO - Epoch [46][1060/2505] lr: 5.000e-05, eta: 17:14:24, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8583, loss_cls: 1.3400, loss: 1.3400, grad_norm: 17.6783 2020-08-03 02:36:18,790 - mmaction - INFO - Epoch [46][1080/2505] lr: 5.000e-05, eta: 17:13:43, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8734, loss_cls: 1.2162, loss: 1.2162, grad_norm: 17.2192 2020-08-03 02:36:56,731 - mmaction - INFO - Epoch [46][1100/2505] lr: 5.000e-05, eta: 17:13:03, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8719, loss_cls: 1.2910, loss: 1.2910, grad_norm: 17.7923 2020-08-03 02:37:34,793 - mmaction - INFO - Epoch [46][1120/2505] lr: 5.000e-05, eta: 17:12:23, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8839, loss_cls: 1.1849, loss: 1.1849, grad_norm: 16.9737 2020-08-03 02:38:12,846 - mmaction - INFO - Epoch [46][1140/2505] lr: 5.000e-05, eta: 17:11:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8698, loss_cls: 1.2577, loss: 1.2577, grad_norm: 18.0169 2020-08-03 02:38:51,103 - mmaction - INFO - Epoch [46][1160/2505] lr: 5.000e-05, eta: 17:11:02, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8589, loss_cls: 1.3473, loss: 1.3473, grad_norm: 17.6140 2020-08-03 02:39:29,191 - mmaction - INFO - Epoch [46][1180/2505] lr: 5.000e-05, eta: 17:10:22, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8755, loss_cls: 1.2749, loss: 1.2749, grad_norm: 18.0204 2020-08-03 02:40:07,365 - mmaction - INFO - Epoch [46][1200/2505] lr: 5.000e-05, eta: 17:09:42, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8849, loss_cls: 1.2013, loss: 1.2013, grad_norm: 16.9659 2020-08-03 02:40:45,576 - mmaction - INFO - Epoch [46][1220/2505] lr: 5.000e-05, eta: 17:09:02, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8745, loss_cls: 1.2325, loss: 1.2325, grad_norm: 17.3186 2020-08-03 02:41:23,708 - mmaction - INFO - Epoch [46][1240/2505] lr: 5.000e-05, eta: 17:08:22, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8604, loss_cls: 1.2824, loss: 1.2824, grad_norm: 18.3541 2020-08-03 02:42:01,734 - mmaction - INFO - Epoch [46][1260/2505] lr: 5.000e-05, eta: 17:07:41, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8594, loss_cls: 1.2717, loss: 1.2717, grad_norm: 17.6147 2020-08-03 02:42:39,839 - mmaction - INFO - Epoch [46][1280/2505] lr: 5.000e-05, eta: 17:07:01, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8719, loss_cls: 1.2685, loss: 1.2685, grad_norm: 18.3614 2020-08-03 02:43:17,933 - mmaction - INFO - Epoch [46][1300/2505] lr: 5.000e-05, eta: 17:06:21, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2477, loss: 1.2477, grad_norm: 17.5569 2020-08-03 02:43:56,023 - mmaction - INFO - Epoch [46][1320/2505] lr: 5.000e-05, eta: 17:05:41, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8714, loss_cls: 1.2569, loss: 1.2569, grad_norm: 18.1027 2020-08-03 02:44:34,064 - mmaction - INFO - Epoch [46][1340/2505] lr: 5.000e-05, eta: 17:05:00, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.2416, loss: 1.2416, grad_norm: 17.3976 2020-08-03 02:45:12,225 - mmaction - INFO - Epoch [46][1360/2505] lr: 5.000e-05, eta: 17:04:20, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8667, loss_cls: 1.2957, loss: 1.2957, grad_norm: 18.5458 2020-08-03 02:45:50,488 - mmaction - INFO - Epoch [46][1380/2505] lr: 5.000e-05, eta: 17:03:40, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8646, loss_cls: 1.2962, loss: 1.2962, grad_norm: 18.2436 2020-08-03 02:46:28,763 - mmaction - INFO - Epoch [46][1400/2505] lr: 5.000e-05, eta: 17:03:00, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8714, loss_cls: 1.2740, loss: 1.2740, grad_norm: 17.7768 2020-08-03 02:47:06,798 - mmaction - INFO - Epoch [46][1420/2505] lr: 5.000e-05, eta: 17:02:20, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8766, loss_cls: 1.2755, loss: 1.2755, grad_norm: 17.2068 2020-08-03 02:47:44,799 - mmaction - INFO - Epoch [46][1440/2505] lr: 5.000e-05, eta: 17:01:40, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8698, loss_cls: 1.2463, loss: 1.2463, grad_norm: 17.3796 2020-08-03 02:48:23,058 - mmaction - INFO - Epoch [46][1460/2505] lr: 5.000e-05, eta: 17:00:59, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.2205, loss: 1.2205, grad_norm: 17.5324 2020-08-03 02:49:01,188 - mmaction - INFO - Epoch [46][1480/2505] lr: 5.000e-05, eta: 17:00:19, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8635, loss_cls: 1.3120, loss: 1.3120, grad_norm: 18.0864 2020-08-03 02:49:39,432 - mmaction - INFO - Epoch [46][1500/2505] lr: 5.000e-05, eta: 16:59:39, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8740, loss_cls: 1.2409, loss: 1.2409, grad_norm: 18.0016 2020-08-03 02:50:17,460 - mmaction - INFO - Epoch [46][1520/2505] lr: 5.000e-05, eta: 16:58:59, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8714, loss_cls: 1.2760, loss: 1.2760, grad_norm: 18.2060 2020-08-03 02:50:55,477 - mmaction - INFO - Epoch [46][1540/2505] lr: 5.000e-05, eta: 16:58:19, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.3197, loss: 1.3197, grad_norm: 18.0098 2020-08-03 02:51:33,594 - mmaction - INFO - Epoch [46][1560/2505] lr: 5.000e-05, eta: 16:57:38, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8620, loss_cls: 1.3291, loss: 1.3291, grad_norm: 18.1846 2020-08-03 02:52:11,547 - mmaction - INFO - Epoch [46][1580/2505] lr: 5.000e-05, eta: 16:56:58, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8698, loss_cls: 1.2331, loss: 1.2331, grad_norm: 17.7108 2020-08-03 02:52:49,674 - mmaction - INFO - Epoch [46][1600/2505] lr: 5.000e-05, eta: 16:56:18, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8786, loss_cls: 1.2945, loss: 1.2945, grad_norm: 17.9652 2020-08-03 02:53:27,744 - mmaction - INFO - Epoch [46][1620/2505] lr: 5.000e-05, eta: 16:55:38, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8630, loss_cls: 1.2905, loss: 1.2905, grad_norm: 17.6254 2020-08-03 02:54:05,769 - mmaction - INFO - Epoch [46][1640/2505] lr: 5.000e-05, eta: 16:54:58, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2264, loss: 1.2264, grad_norm: 17.7443 2020-08-03 02:54:43,841 - mmaction - INFO - Epoch [46][1660/2505] lr: 5.000e-05, eta: 16:54:17, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8661, loss_cls: 1.2804, loss: 1.2804, grad_norm: 17.6983 2020-08-03 02:55:22,003 - mmaction - INFO - Epoch [46][1680/2505] lr: 5.000e-05, eta: 16:53:37, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8583, loss_cls: 1.3019, loss: 1.3019, grad_norm: 17.7375 2020-08-03 02:56:00,385 - mmaction - INFO - Epoch [46][1700/2505] lr: 5.000e-05, eta: 16:52:57, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.6938, top5_acc: 0.8615, loss_cls: 1.3236, loss: 1.3236, grad_norm: 17.9775 2020-08-03 02:56:38,547 - mmaction - INFO - Epoch [46][1720/2505] lr: 5.000e-05, eta: 16:52:17, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8573, loss_cls: 1.3235, loss: 1.3235, grad_norm: 17.9237 2020-08-03 02:57:16,687 - mmaction - INFO - Epoch [46][1740/2505] lr: 5.000e-05, eta: 16:51:37, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8573, loss_cls: 1.3313, loss: 1.3313, grad_norm: 18.5594 2020-08-03 02:57:54,858 - mmaction - INFO - Epoch [46][1760/2505] lr: 5.000e-05, eta: 16:50:57, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8630, loss_cls: 1.2511, loss: 1.2511, grad_norm: 17.8224 2020-08-03 02:58:32,960 - mmaction - INFO - Epoch [46][1780/2505] lr: 5.000e-05, eta: 16:50:17, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8693, loss_cls: 1.2803, loss: 1.2803, grad_norm: 17.7166 2020-08-03 02:59:11,059 - mmaction - INFO - Epoch [46][1800/2505] lr: 5.000e-05, eta: 16:49:36, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8724, loss_cls: 1.2139, loss: 1.2139, grad_norm: 17.4715 2020-08-03 02:59:49,281 - mmaction - INFO - Epoch [46][1820/2505] lr: 5.000e-05, eta: 16:48:56, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8719, loss_cls: 1.2152, loss: 1.2152, grad_norm: 17.6872 2020-08-03 03:00:28,456 - mmaction - INFO - Epoch [46][1840/2505] lr: 5.000e-05, eta: 16:48:17, time: 1.957, data_time: 0.002, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8521, loss_cls: 1.3353, loss: 1.3353, grad_norm: 18.1159 2020-08-03 03:01:06,703 - mmaction - INFO - Epoch [46][1860/2505] lr: 5.000e-05, eta: 16:47:37, time: 1.913, data_time: 0.007, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8750, loss_cls: 1.2081, loss: 1.2081, grad_norm: 17.1656 2020-08-03 03:01:44,724 - mmaction - INFO - Epoch [46][1880/2505] lr: 5.000e-05, eta: 16:46:56, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8583, loss_cls: 1.2832, loss: 1.2832, grad_norm: 17.7241 2020-08-03 03:02:22,819 - mmaction - INFO - Epoch [46][1900/2505] lr: 5.000e-05, eta: 16:46:16, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8688, loss_cls: 1.3090, loss: 1.3090, grad_norm: 17.6869 2020-08-03 03:03:00,898 - mmaction - INFO - Epoch [46][1920/2505] lr: 5.000e-05, eta: 16:45:36, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8635, loss_cls: 1.2952, loss: 1.2952, grad_norm: 17.6375 2020-08-03 03:03:39,019 - mmaction - INFO - Epoch [46][1940/2505] lr: 5.000e-05, eta: 16:44:56, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8682, loss_cls: 1.2388, loss: 1.2388, grad_norm: 17.4000 2020-08-03 03:04:16,936 - mmaction - INFO - Epoch [46][1960/2505] lr: 5.000e-05, eta: 16:44:16, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8583, loss_cls: 1.3575, loss: 1.3575, grad_norm: 18.8890 2020-08-03 03:04:55,352 - mmaction - INFO - Epoch [46][1980/2505] lr: 5.000e-05, eta: 16:43:36, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8667, loss_cls: 1.2921, loss: 1.2921, grad_norm: 17.6753 2020-08-03 03:05:33,778 - mmaction - INFO - Epoch [46][2000/2505] lr: 5.000e-05, eta: 16:42:56, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8781, loss_cls: 1.2183, loss: 1.2183, grad_norm: 17.4236 2020-08-03 03:06:11,916 - mmaction - INFO - Epoch [46][2020/2505] lr: 5.000e-05, eta: 16:42:16, time: 1.907, data_time: 0.003, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8594, loss_cls: 1.2972, loss: 1.2972, grad_norm: 17.7172 2020-08-03 03:06:49,961 - mmaction - INFO - Epoch [46][2040/2505] lr: 5.000e-05, eta: 16:41:35, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7318, top5_acc: 0.8911, loss_cls: 1.1609, loss: 1.1609, grad_norm: 17.5434 2020-08-03 03:07:28,148 - mmaction - INFO - Epoch [46][2060/2505] lr: 5.000e-05, eta: 16:40:55, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8766, loss_cls: 1.2212, loss: 1.2212, grad_norm: 17.5936 2020-08-03 03:08:06,258 - mmaction - INFO - Epoch [46][2080/2505] lr: 5.000e-05, eta: 16:40:15, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8656, loss_cls: 1.2614, loss: 1.2614, grad_norm: 17.6130 2020-08-03 03:08:44,314 - mmaction - INFO - Epoch [46][2100/2505] lr: 5.000e-05, eta: 16:39:35, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8698, loss_cls: 1.2813, loss: 1.2813, grad_norm: 18.5743 2020-08-03 03:09:22,374 - mmaction - INFO - Epoch [46][2120/2505] lr: 5.000e-05, eta: 16:38:55, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7349, top5_acc: 0.8828, loss_cls: 1.1828, loss: 1.1828, grad_norm: 17.3274 2020-08-03 03:10:00,355 - mmaction - INFO - Epoch [46][2140/2505] lr: 5.000e-05, eta: 16:38:15, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8599, loss_cls: 1.3373, loss: 1.3373, grad_norm: 18.3128 2020-08-03 03:10:38,498 - mmaction - INFO - Epoch [46][2160/2505] lr: 5.000e-05, eta: 16:37:34, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8677, loss_cls: 1.2997, loss: 1.2997, grad_norm: 17.9516 2020-08-03 03:11:16,694 - mmaction - INFO - Epoch [46][2180/2505] lr: 5.000e-05, eta: 16:36:54, time: 1.910, data_time: 0.003, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8708, loss_cls: 1.2255, loss: 1.2255, grad_norm: 16.8989 2020-08-03 03:11:54,758 - mmaction - INFO - Epoch [46][2200/2505] lr: 5.000e-05, eta: 16:36:14, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8776, loss_cls: 1.2547, loss: 1.2547, grad_norm: 18.1119 2020-08-03 03:12:32,929 - mmaction - INFO - Epoch [46][2220/2505] lr: 5.000e-05, eta: 16:35:34, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8719, loss_cls: 1.2679, loss: 1.2679, grad_norm: 18.0596 2020-08-03 03:13:11,251 - mmaction - INFO - Epoch [46][2240/2505] lr: 5.000e-05, eta: 16:34:54, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8688, loss_cls: 1.2304, loss: 1.2304, grad_norm: 17.7769 2020-08-03 03:13:49,467 - mmaction - INFO - Epoch [46][2260/2505] lr: 5.000e-05, eta: 16:34:14, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8641, loss_cls: 1.2654, loss: 1.2654, grad_norm: 17.7181 2020-08-03 03:14:27,646 - mmaction - INFO - Epoch [46][2280/2505] lr: 5.000e-05, eta: 16:33:34, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8641, loss_cls: 1.2717, loss: 1.2717, grad_norm: 18.0060 2020-08-03 03:15:05,736 - mmaction - INFO - Epoch [46][2300/2505] lr: 5.000e-05, eta: 16:32:54, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6896, top5_acc: 0.8687, loss_cls: 1.3089, loss: 1.3089, grad_norm: 17.7260 2020-08-03 03:15:43,975 - mmaction - INFO - Epoch [46][2320/2505] lr: 5.000e-05, eta: 16:32:14, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8802, loss_cls: 1.2454, loss: 1.2454, grad_norm: 17.1505 2020-08-03 03:16:22,231 - mmaction - INFO - Epoch [46][2340/2505] lr: 5.000e-05, eta: 16:31:34, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8599, loss_cls: 1.3249, loss: 1.3249, grad_norm: 18.3819 2020-08-03 03:17:00,382 - mmaction - INFO - Epoch [46][2360/2505] lr: 5.000e-05, eta: 16:30:54, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8682, loss_cls: 1.2434, loss: 1.2434, grad_norm: 17.2248 2020-08-03 03:17:38,568 - mmaction - INFO - Epoch [46][2380/2505] lr: 5.000e-05, eta: 16:30:13, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8807, loss_cls: 1.2135, loss: 1.2135, grad_norm: 17.1940 2020-08-03 03:18:16,663 - mmaction - INFO - Epoch [46][2400/2505] lr: 5.000e-05, eta: 16:29:33, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8667, loss_cls: 1.2976, loss: 1.2976, grad_norm: 17.4940 2020-08-03 03:18:54,836 - mmaction - INFO - Epoch [46][2420/2505] lr: 5.000e-05, eta: 16:28:53, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2254, loss: 1.2254, grad_norm: 17.2301 2020-08-03 03:19:32,975 - mmaction - INFO - Epoch [46][2440/2505] lr: 5.000e-05, eta: 16:28:13, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8609, loss_cls: 1.3098, loss: 1.3098, grad_norm: 17.7606 2020-08-03 03:20:11,265 - mmaction - INFO - Epoch [46][2460/2505] lr: 5.000e-05, eta: 16:27:33, time: 1.914, data_time: 0.000, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8797, loss_cls: 1.2457, loss: 1.2457, grad_norm: 18.1060 2020-08-03 03:20:49,490 - mmaction - INFO - Epoch [46][2480/2505] lr: 5.000e-05, eta: 16:26:53, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8589, loss_cls: 1.3295, loss: 1.3295, grad_norm: 18.5968 2020-08-03 03:21:27,390 - mmaction - INFO - Epoch [46][2500/2505] lr: 5.000e-05, eta: 16:26:13, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8646, loss_cls: 1.2806, loss: 1.2806, grad_norm: 17.4523 2020-08-03 03:21:39,362 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-08-03 03:22:42,961 - mmaction - INFO - Epoch [47][20/2505] lr: 5.000e-05, eta: 16:25:32, time: 3.153, data_time: 1.220, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8828, loss_cls: 1.1975, loss: 1.1975, grad_norm: 17.2902 2020-08-03 03:23:21,550 - mmaction - INFO - Epoch [47][40/2505] lr: 5.000e-05, eta: 16:24:52, time: 1.929, data_time: 0.010, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8661, loss_cls: 1.3076, loss: 1.3076, grad_norm: 17.5542 2020-08-03 03:23:59,850 - mmaction - INFO - Epoch [47][60/2505] lr: 5.000e-05, eta: 16:24:12, time: 1.915, data_time: 0.002, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8646, loss_cls: 1.3307, loss: 1.3307, grad_norm: 18.8138 2020-08-03 03:24:38,042 - mmaction - INFO - Epoch [47][80/2505] lr: 5.000e-05, eta: 16:23:32, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8604, loss_cls: 1.3169, loss: 1.3169, grad_norm: 17.5023 2020-08-03 03:25:16,570 - mmaction - INFO - Epoch [47][100/2505] lr: 5.000e-05, eta: 16:22:52, time: 1.926, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8656, loss_cls: 1.2646, loss: 1.2646, grad_norm: 18.0089 2020-08-03 03:25:54,789 - mmaction - INFO - Epoch [47][120/2505] lr: 5.000e-05, eta: 16:22:12, time: 1.911, data_time: 0.003, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8557, loss_cls: 1.3641, loss: 1.3641, grad_norm: 18.5041 2020-08-03 03:26:33,112 - mmaction - INFO - Epoch [47][140/2505] lr: 5.000e-05, eta: 16:21:32, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8635, loss_cls: 1.3161, loss: 1.3161, grad_norm: 18.1535 2020-08-03 03:27:11,311 - mmaction - INFO - Epoch [47][160/2505] lr: 5.000e-05, eta: 16:20:52, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8792, loss_cls: 1.1716, loss: 1.1716, grad_norm: 17.2503 2020-08-03 03:27:49,495 - mmaction - INFO - Epoch [47][180/2505] lr: 5.000e-05, eta: 16:20:12, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8583, loss_cls: 1.3433, loss: 1.3433, grad_norm: 18.1448 2020-08-03 03:28:27,394 - mmaction - INFO - Epoch [47][200/2505] lr: 5.000e-05, eta: 16:19:32, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8630, loss_cls: 1.2685, loss: 1.2685, grad_norm: 17.7112 2020-08-03 03:29:05,424 - mmaction - INFO - Epoch [47][220/2505] lr: 5.000e-05, eta: 16:18:52, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8740, loss_cls: 1.2392, loss: 1.2392, grad_norm: 18.0076 2020-08-03 03:29:43,685 - mmaction - INFO - Epoch [47][240/2505] lr: 5.000e-05, eta: 16:18:12, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8526, loss_cls: 1.3661, loss: 1.3661, grad_norm: 18.7312 2020-08-03 03:30:21,961 - mmaction - INFO - Epoch [47][260/2505] lr: 5.000e-05, eta: 16:17:32, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8766, loss_cls: 1.2348, loss: 1.2348, grad_norm: 17.8392 2020-08-03 03:31:00,260 - mmaction - INFO - Epoch [47][280/2505] lr: 5.000e-05, eta: 16:16:52, time: 1.915, data_time: 0.003, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8750, loss_cls: 1.2892, loss: 1.2892, grad_norm: 17.9618 2020-08-03 03:31:38,433 - mmaction - INFO - Epoch [47][300/2505] lr: 5.000e-05, eta: 16:16:12, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8667, loss_cls: 1.2955, loss: 1.2955, grad_norm: 17.7681 2020-08-03 03:32:16,608 - mmaction - INFO - Epoch [47][320/2505] lr: 5.000e-05, eta: 16:15:31, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8734, loss_cls: 1.2116, loss: 1.2116, grad_norm: 18.1634 2020-08-03 03:32:54,673 - mmaction - INFO - Epoch [47][340/2505] lr: 5.000e-05, eta: 16:14:51, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8542, loss_cls: 1.3493, loss: 1.3493, grad_norm: 18.1690 2020-08-03 03:33:32,876 - mmaction - INFO - Epoch [47][360/2505] lr: 5.000e-05, eta: 16:14:11, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8682, loss_cls: 1.2723, loss: 1.2723, grad_norm: 17.4413 2020-08-03 03:34:10,984 - mmaction - INFO - Epoch [47][380/2505] lr: 5.000e-05, eta: 16:13:31, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8677, loss_cls: 1.2610, loss: 1.2610, grad_norm: 18.0806 2020-08-03 03:34:48,946 - mmaction - INFO - Epoch [47][400/2505] lr: 5.000e-05, eta: 16:12:51, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8776, loss_cls: 1.2267, loss: 1.2267, grad_norm: 17.9172 2020-08-03 03:35:27,540 - mmaction - INFO - Epoch [47][420/2505] lr: 5.000e-05, eta: 16:12:11, time: 1.930, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8813, loss_cls: 1.1942, loss: 1.1942, grad_norm: 17.1669 2020-08-03 03:36:05,593 - mmaction - INFO - Epoch [47][440/2505] lr: 5.000e-05, eta: 16:11:31, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8719, loss_cls: 1.2178, loss: 1.2178, grad_norm: 17.2133 2020-08-03 03:36:43,707 - mmaction - INFO - Epoch [47][460/2505] lr: 5.000e-05, eta: 16:10:51, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2474, loss: 1.2474, grad_norm: 17.5998 2020-08-03 03:37:21,663 - mmaction - INFO - Epoch [47][480/2505] lr: 5.000e-05, eta: 16:10:11, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8714, loss_cls: 1.3111, loss: 1.3111, grad_norm: 17.3292 2020-08-03 03:37:59,582 - mmaction - INFO - Epoch [47][500/2505] lr: 5.000e-05, eta: 16:09:31, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8750, loss_cls: 1.2669, loss: 1.2669, grad_norm: 17.5524 2020-08-03 03:38:37,480 - mmaction - INFO - Epoch [47][520/2505] lr: 5.000e-05, eta: 16:08:50, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7333, top5_acc: 0.8896, loss_cls: 1.1607, loss: 1.1607, grad_norm: 17.2217 2020-08-03 03:39:15,378 - mmaction - INFO - Epoch [47][540/2505] lr: 5.000e-05, eta: 16:08:10, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8807, loss_cls: 1.2447, loss: 1.2447, grad_norm: 17.8174 2020-08-03 03:39:53,539 - mmaction - INFO - Epoch [47][560/2505] lr: 5.000e-05, eta: 16:07:30, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8693, loss_cls: 1.2414, loss: 1.2414, grad_norm: 17.1384 2020-08-03 03:40:31,633 - mmaction - INFO - Epoch [47][580/2505] lr: 5.000e-05, eta: 16:06:50, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8578, loss_cls: 1.3356, loss: 1.3356, grad_norm: 17.9559 2020-08-03 03:41:09,839 - mmaction - INFO - Epoch [47][600/2505] lr: 5.000e-05, eta: 16:06:10, time: 1.910, data_time: 0.004, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8672, loss_cls: 1.2825, loss: 1.2825, grad_norm: 18.0758 2020-08-03 03:41:47,772 - mmaction - INFO - Epoch [47][620/2505] lr: 5.000e-05, eta: 16:05:30, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7313, top5_acc: 0.8776, loss_cls: 1.2034, loss: 1.2034, grad_norm: 18.3915 2020-08-03 03:42:25,749 - mmaction - INFO - Epoch [47][640/2505] lr: 5.000e-05, eta: 16:04:50, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8615, loss_cls: 1.2916, loss: 1.2916, grad_norm: 17.6438 2020-08-03 03:43:03,768 - mmaction - INFO - Epoch [47][660/2505] lr: 5.000e-05, eta: 16:04:10, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8646, loss_cls: 1.3056, loss: 1.3056, grad_norm: 18.4809 2020-08-03 03:43:41,799 - mmaction - INFO - Epoch [47][680/2505] lr: 5.000e-05, eta: 16:03:29, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8656, loss_cls: 1.3167, loss: 1.3167, grad_norm: 18.2343 2020-08-03 03:44:19,950 - mmaction - INFO - Epoch [47][700/2505] lr: 5.000e-05, eta: 16:02:49, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8526, loss_cls: 1.3509, loss: 1.3509, grad_norm: 18.1843 2020-08-03 03:44:57,994 - mmaction - INFO - Epoch [47][720/2505] lr: 5.000e-05, eta: 16:02:09, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8812, loss_cls: 1.1892, loss: 1.1892, grad_norm: 17.0148 2020-08-03 03:45:36,179 - mmaction - INFO - Epoch [47][740/2505] lr: 5.000e-05, eta: 16:01:29, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8708, loss_cls: 1.2783, loss: 1.2783, grad_norm: 17.2673 2020-08-03 03:46:14,347 - mmaction - INFO - Epoch [47][760/2505] lr: 5.000e-05, eta: 16:00:49, time: 1.909, data_time: 0.003, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8630, loss_cls: 1.3287, loss: 1.3287, grad_norm: 18.8618 2020-08-03 03:46:52,412 - mmaction - INFO - Epoch [47][780/2505] lr: 5.000e-05, eta: 16:00:09, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8755, loss_cls: 1.2134, loss: 1.2134, grad_norm: 17.3867 2020-08-03 03:47:30,693 - mmaction - INFO - Epoch [47][800/2505] lr: 5.000e-05, eta: 15:59:29, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8802, loss_cls: 1.2008, loss: 1.2008, grad_norm: 17.5484 2020-08-03 03:48:08,797 - mmaction - INFO - Epoch [47][820/2505] lr: 5.000e-05, eta: 15:58:49, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8729, loss_cls: 1.2837, loss: 1.2837, grad_norm: 18.0184 2020-08-03 03:48:46,862 - mmaction - INFO - Epoch [47][840/2505] lr: 5.000e-05, eta: 15:58:09, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8740, loss_cls: 1.2679, loss: 1.2679, grad_norm: 18.3297 2020-08-03 03:49:25,067 - mmaction - INFO - Epoch [47][860/2505] lr: 5.000e-05, eta: 15:57:29, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8698, loss_cls: 1.2661, loss: 1.2661, grad_norm: 17.7586 2020-08-03 03:50:03,239 - mmaction - INFO - Epoch [47][880/2505] lr: 5.000e-05, eta: 15:56:49, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8708, loss_cls: 1.2132, loss: 1.2132, grad_norm: 17.2293 2020-08-03 03:50:41,359 - mmaction - INFO - Epoch [47][900/2505] lr: 5.000e-05, eta: 15:56:09, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8651, loss_cls: 1.2496, loss: 1.2496, grad_norm: 17.0561 2020-08-03 03:51:19,595 - mmaction - INFO - Epoch [47][920/2505] lr: 5.000e-05, eta: 15:55:29, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8688, loss_cls: 1.2711, loss: 1.2711, grad_norm: 16.7928 2020-08-03 03:51:57,615 - mmaction - INFO - Epoch [47][940/2505] lr: 5.000e-05, eta: 15:54:49, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8708, loss_cls: 1.2940, loss: 1.2940, grad_norm: 18.4555 2020-08-03 03:52:35,835 - mmaction - INFO - Epoch [47][960/2505] lr: 5.000e-05, eta: 15:54:09, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8682, loss_cls: 1.2931, loss: 1.2931, grad_norm: 17.8833 2020-08-03 03:53:13,858 - mmaction - INFO - Epoch [47][980/2505] lr: 5.000e-05, eta: 15:53:29, time: 1.901, data_time: 0.002, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8724, loss_cls: 1.2314, loss: 1.2314, grad_norm: 17.2655 2020-08-03 03:53:52,032 - mmaction - INFO - Epoch [47][1000/2505] lr: 5.000e-05, eta: 15:52:49, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8724, loss_cls: 1.2418, loss: 1.2418, grad_norm: 17.9441 2020-08-03 03:54:30,254 - mmaction - INFO - Epoch [47][1020/2505] lr: 5.000e-05, eta: 15:52:09, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8667, loss_cls: 1.2417, loss: 1.2417, grad_norm: 16.9909 2020-08-03 03:55:08,307 - mmaction - INFO - Epoch [47][1040/2505] lr: 5.000e-05, eta: 15:51:29, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8693, loss_cls: 1.2446, loss: 1.2446, grad_norm: 17.3182 2020-08-03 03:55:46,513 - mmaction - INFO - Epoch [47][1060/2505] lr: 5.000e-05, eta: 15:50:49, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8844, loss_cls: 1.2176, loss: 1.2176, grad_norm: 17.3974 2020-08-03 03:56:24,626 - mmaction - INFO - Epoch [47][1080/2505] lr: 5.000e-05, eta: 15:50:09, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8786, loss_cls: 1.2776, loss: 1.2776, grad_norm: 18.2935 2020-08-03 03:57:02,600 - mmaction - INFO - Epoch [47][1100/2505] lr: 5.000e-05, eta: 15:49:29, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8620, loss_cls: 1.2879, loss: 1.2879, grad_norm: 17.5164 2020-08-03 03:57:40,533 - mmaction - INFO - Epoch [47][1120/2505] lr: 5.000e-05, eta: 15:48:48, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8516, loss_cls: 1.3598, loss: 1.3598, grad_norm: 18.4859 2020-08-03 03:58:18,725 - mmaction - INFO - Epoch [47][1140/2505] lr: 5.000e-05, eta: 15:48:08, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6833, top5_acc: 0.8594, loss_cls: 1.3402, loss: 1.3402, grad_norm: 18.4373 2020-08-03 03:58:56,831 - mmaction - INFO - Epoch [47][1160/2505] lr: 5.000e-05, eta: 15:47:28, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8672, loss_cls: 1.2737, loss: 1.2737, grad_norm: 18.0234 2020-08-03 03:59:34,925 - mmaction - INFO - Epoch [47][1180/2505] lr: 5.000e-05, eta: 15:46:48, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8760, loss_cls: 1.2424, loss: 1.2424, grad_norm: 17.4670 2020-08-03 04:00:15,435 - mmaction - INFO - Epoch [47][1200/2505] lr: 5.000e-05, eta: 15:46:10, time: 2.024, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8698, loss_cls: 1.2490, loss: 1.2490, grad_norm: 17.7651 2020-08-03 04:00:53,697 - mmaction - INFO - Epoch [47][1220/2505] lr: 5.000e-05, eta: 15:45:30, time: 1.914, data_time: 0.005, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8609, loss_cls: 1.2950, loss: 1.2950, grad_norm: 17.8198 2020-08-03 04:01:31,811 - mmaction - INFO - Epoch [47][1240/2505] lr: 5.000e-05, eta: 15:44:50, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8625, loss_cls: 1.2970, loss: 1.2970, grad_norm: 18.5180 2020-08-03 04:02:10,041 - mmaction - INFO - Epoch [47][1260/2505] lr: 5.000e-05, eta: 15:44:10, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8682, loss_cls: 1.2588, loss: 1.2588, grad_norm: 17.2588 2020-08-03 04:02:48,128 - mmaction - INFO - Epoch [47][1280/2505] lr: 5.000e-05, eta: 15:43:30, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8854, loss_cls: 1.1827, loss: 1.1827, grad_norm: 17.2224 2020-08-03 04:03:26,280 - mmaction - INFO - Epoch [47][1300/2505] lr: 5.000e-05, eta: 15:42:50, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8667, loss_cls: 1.3112, loss: 1.3112, grad_norm: 17.7235 2020-08-03 04:04:04,319 - mmaction - INFO - Epoch [47][1320/2505] lr: 5.000e-05, eta: 15:42:10, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8714, loss_cls: 1.2524, loss: 1.2524, grad_norm: 18.1878 2020-08-03 04:04:42,231 - mmaction - INFO - Epoch [47][1340/2505] lr: 5.000e-05, eta: 15:41:29, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8615, loss_cls: 1.3030, loss: 1.3030, grad_norm: 18.1490 2020-08-03 04:05:21,046 - mmaction - INFO - Epoch [47][1360/2505] lr: 5.000e-05, eta: 15:40:50, time: 1.940, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8667, loss_cls: 1.3164, loss: 1.3164, grad_norm: 18.7382 2020-08-03 04:05:59,127 - mmaction - INFO - Epoch [47][1380/2505] lr: 5.000e-05, eta: 15:40:10, time: 1.904, data_time: 0.004, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2697, loss: 1.2697, grad_norm: 17.8848 2020-08-03 04:06:37,180 - mmaction - INFO - Epoch [47][1400/2505] lr: 5.000e-05, eta: 15:39:30, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8755, loss_cls: 1.2110, loss: 1.2110, grad_norm: 17.7248 2020-08-03 04:07:15,327 - mmaction - INFO - Epoch [47][1420/2505] lr: 5.000e-05, eta: 15:38:50, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8641, loss_cls: 1.3035, loss: 1.3035, grad_norm: 18.7306 2020-08-03 04:07:53,467 - mmaction - INFO - Epoch [47][1440/2505] lr: 5.000e-05, eta: 15:38:10, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8755, loss_cls: 1.2183, loss: 1.2183, grad_norm: 17.3136 2020-08-03 04:08:31,409 - mmaction - INFO - Epoch [47][1460/2505] lr: 5.000e-05, eta: 15:37:30, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8724, loss_cls: 1.2394, loss: 1.2394, grad_norm: 17.7035 2020-08-03 04:09:09,488 - mmaction - INFO - Epoch [47][1480/2505] lr: 5.000e-05, eta: 15:36:50, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8740, loss_cls: 1.2695, loss: 1.2695, grad_norm: 17.6501 2020-08-03 04:09:47,739 - mmaction - INFO - Epoch [47][1500/2505] lr: 5.000e-05, eta: 15:36:10, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8641, loss_cls: 1.2930, loss: 1.2930, grad_norm: 17.4265 2020-08-03 04:10:26,414 - mmaction - INFO - Epoch [47][1520/2505] lr: 5.000e-05, eta: 15:35:30, time: 1.933, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8786, loss_cls: 1.2520, loss: 1.2520, grad_norm: 18.4976 2020-08-03 04:11:04,629 - mmaction - INFO - Epoch [47][1540/2505] lr: 5.000e-05, eta: 15:34:50, time: 1.911, data_time: 0.004, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8599, loss_cls: 1.3007, loss: 1.3007, grad_norm: 17.8149 2020-08-03 04:11:42,654 - mmaction - INFO - Epoch [47][1560/2505] lr: 5.000e-05, eta: 15:34:10, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8641, loss_cls: 1.2208, loss: 1.2208, grad_norm: 17.4313 2020-08-03 04:12:20,665 - mmaction - INFO - Epoch [47][1580/2505] lr: 5.000e-05, eta: 15:33:30, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8813, loss_cls: 1.2610, loss: 1.2610, grad_norm: 18.0896 2020-08-03 04:12:58,696 - mmaction - INFO - Epoch [47][1600/2505] lr: 5.000e-05, eta: 15:32:50, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8714, loss_cls: 1.2649, loss: 1.2649, grad_norm: 17.9564 2020-08-03 04:13:36,927 - mmaction - INFO - Epoch [47][1620/2505] lr: 5.000e-05, eta: 15:32:10, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8693, loss_cls: 1.2700, loss: 1.2700, grad_norm: 17.5828 2020-08-03 04:14:14,894 - mmaction - INFO - Epoch [47][1640/2505] lr: 5.000e-05, eta: 15:31:30, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8682, loss_cls: 1.3030, loss: 1.3030, grad_norm: 17.8384 2020-08-03 04:14:53,167 - mmaction - INFO - Epoch [47][1660/2505] lr: 5.000e-05, eta: 15:30:50, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8771, loss_cls: 1.2284, loss: 1.2284, grad_norm: 17.4307 2020-08-03 04:15:31,323 - mmaction - INFO - Epoch [47][1680/2505] lr: 5.000e-05, eta: 15:30:10, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8688, loss_cls: 1.2589, loss: 1.2589, grad_norm: 18.0136 2020-08-03 04:16:09,597 - mmaction - INFO - Epoch [47][1700/2505] lr: 5.000e-05, eta: 15:29:30, time: 1.914, data_time: 0.002, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8781, loss_cls: 1.2576, loss: 1.2576, grad_norm: 18.3331 2020-08-03 04:16:47,732 - mmaction - INFO - Epoch [47][1720/2505] lr: 5.000e-05, eta: 15:28:50, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8594, loss_cls: 1.3148, loss: 1.3148, grad_norm: 18.5294 2020-08-03 04:17:25,997 - mmaction - INFO - Epoch [47][1740/2505] lr: 5.000e-05, eta: 15:28:10, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8714, loss_cls: 1.2527, loss: 1.2527, grad_norm: 17.5978 2020-08-03 04:18:04,178 - mmaction - INFO - Epoch [47][1760/2505] lr: 5.000e-05, eta: 15:27:30, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8734, loss_cls: 1.2616, loss: 1.2616, grad_norm: 18.3821 2020-08-03 04:18:42,357 - mmaction - INFO - Epoch [47][1780/2505] lr: 5.000e-05, eta: 15:26:50, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8667, loss_cls: 1.2825, loss: 1.2825, grad_norm: 18.3732 2020-08-03 04:19:20,360 - mmaction - INFO - Epoch [47][1800/2505] lr: 5.000e-05, eta: 15:26:10, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8818, loss_cls: 1.1927, loss: 1.1927, grad_norm: 17.6209 2020-08-03 04:19:58,389 - mmaction - INFO - Epoch [47][1820/2505] lr: 5.000e-05, eta: 15:25:30, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8776, loss_cls: 1.2568, loss: 1.2568, grad_norm: 17.8427 2020-08-03 04:20:36,599 - mmaction - INFO - Epoch [47][1840/2505] lr: 5.000e-05, eta: 15:24:50, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8839, loss_cls: 1.2494, loss: 1.2494, grad_norm: 18.4694 2020-08-03 04:21:14,727 - mmaction - INFO - Epoch [47][1860/2505] lr: 5.000e-05, eta: 15:24:10, time: 1.907, data_time: 0.002, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8630, loss_cls: 1.2905, loss: 1.2905, grad_norm: 17.8271 2020-08-03 04:21:52,900 - mmaction - INFO - Epoch [47][1880/2505] lr: 5.000e-05, eta: 15:23:30, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8833, loss_cls: 1.2142, loss: 1.2142, grad_norm: 17.5989 2020-08-03 04:22:31,009 - mmaction - INFO - Epoch [47][1900/2505] lr: 5.000e-05, eta: 15:22:50, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8604, loss_cls: 1.2834, loss: 1.2834, grad_norm: 18.0297 2020-08-03 04:23:09,208 - mmaction - INFO - Epoch [47][1920/2505] lr: 5.000e-05, eta: 15:22:10, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8667, loss_cls: 1.2676, loss: 1.2676, grad_norm: 18.8272 2020-08-03 04:23:47,260 - mmaction - INFO - Epoch [47][1940/2505] lr: 5.000e-05, eta: 15:21:30, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8620, loss_cls: 1.2873, loss: 1.2873, grad_norm: 18.0076 2020-08-03 04:24:25,285 - mmaction - INFO - Epoch [47][1960/2505] lr: 5.000e-05, eta: 15:20:50, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8563, loss_cls: 1.3193, loss: 1.3193, grad_norm: 17.3786 2020-08-03 04:25:04,021 - mmaction - INFO - Epoch [47][1980/2505] lr: 5.000e-05, eta: 15:20:11, time: 1.937, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8823, loss_cls: 1.2072, loss: 1.2072, grad_norm: 17.2760 2020-08-03 04:25:42,218 - mmaction - INFO - Epoch [47][2000/2505] lr: 5.000e-05, eta: 15:19:31, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8760, loss_cls: 1.2670, loss: 1.2670, grad_norm: 18.2207 2020-08-03 04:26:20,323 - mmaction - INFO - Epoch [47][2020/2505] lr: 5.000e-05, eta: 15:18:51, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8604, loss_cls: 1.2765, loss: 1.2765, grad_norm: 17.9551 2020-08-03 04:26:58,304 - mmaction - INFO - Epoch [47][2040/2505] lr: 5.000e-05, eta: 15:18:11, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8781, loss_cls: 1.2063, loss: 1.2063, grad_norm: 17.5538 2020-08-03 04:27:36,507 - mmaction - INFO - Epoch [47][2060/2505] lr: 5.000e-05, eta: 15:17:31, time: 1.910, data_time: 0.002, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2783, loss: 1.2783, grad_norm: 18.2527 2020-08-03 04:28:14,777 - mmaction - INFO - Epoch [47][2080/2505] lr: 5.000e-05, eta: 15:16:51, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8557, loss_cls: 1.3599, loss: 1.3599, grad_norm: 17.7335 2020-08-03 04:28:52,894 - mmaction - INFO - Epoch [47][2100/2505] lr: 5.000e-05, eta: 15:16:11, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7370, top5_acc: 0.8781, loss_cls: 1.1699, loss: 1.1699, grad_norm: 17.1290 2020-08-03 04:29:30,926 - mmaction - INFO - Epoch [47][2120/2505] lr: 5.000e-05, eta: 15:15:31, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8667, loss_cls: 1.2954, loss: 1.2954, grad_norm: 18.6263 2020-08-03 04:30:08,983 - mmaction - INFO - Epoch [47][2140/2505] lr: 5.000e-05, eta: 15:14:51, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8708, loss_cls: 1.2712, loss: 1.2712, grad_norm: 17.6806 2020-08-03 04:30:47,206 - mmaction - INFO - Epoch [47][2160/2505] lr: 5.000e-05, eta: 15:14:11, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8750, loss_cls: 1.3014, loss: 1.3014, grad_norm: 18.3123 2020-08-03 04:31:25,269 - mmaction - INFO - Epoch [47][2180/2505] lr: 5.000e-05, eta: 15:13:31, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8578, loss_cls: 1.3664, loss: 1.3664, grad_norm: 18.5986 2020-08-03 04:32:03,387 - mmaction - INFO - Epoch [47][2200/2505] lr: 5.000e-05, eta: 15:12:51, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8594, loss_cls: 1.2845, loss: 1.2845, grad_norm: 18.2692 2020-08-03 04:32:41,468 - mmaction - INFO - Epoch [47][2220/2505] lr: 5.000e-05, eta: 15:12:11, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3331, loss: 1.3331, grad_norm: 18.8524 2020-08-03 04:33:19,585 - mmaction - INFO - Epoch [47][2240/2505] lr: 5.000e-05, eta: 15:11:31, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8661, loss_cls: 1.2670, loss: 1.2670, grad_norm: 17.2873 2020-08-03 04:33:57,825 - mmaction - INFO - Epoch [47][2260/2505] lr: 5.000e-05, eta: 15:10:51, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8620, loss_cls: 1.3038, loss: 1.3038, grad_norm: 17.9290 2020-08-03 04:34:36,041 - mmaction - INFO - Epoch [47][2280/2505] lr: 5.000e-05, eta: 15:10:11, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2942, loss: 1.2942, grad_norm: 18.1816 2020-08-03 04:35:14,033 - mmaction - INFO - Epoch [47][2300/2505] lr: 5.000e-05, eta: 15:09:31, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8792, loss_cls: 1.2090, loss: 1.2090, grad_norm: 17.9646 2020-08-03 04:35:52,186 - mmaction - INFO - Epoch [47][2320/2505] lr: 5.000e-05, eta: 15:08:51, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2533, loss: 1.2533, grad_norm: 17.8267 2020-08-03 04:36:30,199 - mmaction - INFO - Epoch [47][2340/2505] lr: 5.000e-05, eta: 15:08:11, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8516, loss_cls: 1.3799, loss: 1.3799, grad_norm: 18.4060 2020-08-03 04:37:08,411 - mmaction - INFO - Epoch [47][2360/2505] lr: 5.000e-05, eta: 15:07:31, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7313, top5_acc: 0.8797, loss_cls: 1.1932, loss: 1.1932, grad_norm: 17.1284 2020-08-03 04:37:46,376 - mmaction - INFO - Epoch [47][2380/2505] lr: 5.000e-05, eta: 15:06:51, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8792, loss_cls: 1.1859, loss: 1.1859, grad_norm: 17.1423 2020-08-03 04:38:24,479 - mmaction - INFO - Epoch [47][2400/2505] lr: 5.000e-05, eta: 15:06:11, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8625, loss_cls: 1.3043, loss: 1.3043, grad_norm: 17.6598 2020-08-03 04:39:02,621 - mmaction - INFO - Epoch [47][2420/2505] lr: 5.000e-05, eta: 15:05:32, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8745, loss_cls: 1.2754, loss: 1.2754, grad_norm: 17.6074 2020-08-03 04:39:40,708 - mmaction - INFO - Epoch [47][2440/2505] lr: 5.000e-05, eta: 15:04:52, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.2178, loss: 1.2178, grad_norm: 17.9663 2020-08-03 04:40:18,818 - mmaction - INFO - Epoch [47][2460/2505] lr: 5.000e-05, eta: 15:04:12, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8760, loss_cls: 1.2095, loss: 1.2095, grad_norm: 17.9220 2020-08-03 04:40:56,891 - mmaction - INFO - Epoch [47][2480/2505] lr: 5.000e-05, eta: 15:03:32, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8719, loss_cls: 1.2254, loss: 1.2254, grad_norm: 17.3546 2020-08-03 04:41:34,879 - mmaction - INFO - Epoch [47][2500/2505] lr: 5.000e-05, eta: 15:02:52, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8771, loss_cls: 1.2727, loss: 1.2727, grad_norm: 17.5059 2020-08-03 04:43:03,249 - mmaction - INFO - Epoch [48][20/2505] lr: 5.000e-05, eta: 15:02:17, time: 3.801, data_time: 1.858, memory: 8520, top1_acc: 0.7417, top5_acc: 0.8776, loss_cls: 1.1752, loss: 1.1752, grad_norm: 17.6278 2020-08-03 04:43:41,652 - mmaction - INFO - Epoch [48][40/2505] lr: 5.000e-05, eta: 15:01:37, time: 1.921, data_time: 0.004, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8698, loss_cls: 1.2485, loss: 1.2485, grad_norm: 17.7814 2020-08-03 04:44:20,060 - mmaction - INFO - Epoch [48][60/2505] lr: 5.000e-05, eta: 15:00:57, time: 1.920, data_time: 0.000, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8698, loss_cls: 1.2955, loss: 1.2955, grad_norm: 17.3772 2020-08-03 04:44:58,353 - mmaction - INFO - Epoch [48][80/2505] lr: 5.000e-05, eta: 15:00:17, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8755, loss_cls: 1.2061, loss: 1.2061, grad_norm: 17.8145 2020-08-03 04:45:36,655 - mmaction - INFO - Epoch [48][100/2505] lr: 5.000e-05, eta: 14:59:37, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8630, loss_cls: 1.3270, loss: 1.3270, grad_norm: 18.4797 2020-08-03 04:46:14,806 - mmaction - INFO - Epoch [48][120/2505] lr: 5.000e-05, eta: 14:58:57, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8698, loss_cls: 1.2722, loss: 1.2722, grad_norm: 18.4691 2020-08-03 04:46:53,121 - mmaction - INFO - Epoch [48][140/2505] lr: 5.000e-05, eta: 14:58:17, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8776, loss_cls: 1.2199, loss: 1.2199, grad_norm: 17.6863 2020-08-03 04:47:31,344 - mmaction - INFO - Epoch [48][160/2505] lr: 5.000e-05, eta: 14:57:38, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8802, loss_cls: 1.2293, loss: 1.2293, grad_norm: 17.5040 2020-08-03 04:48:09,433 - mmaction - INFO - Epoch [48][180/2505] lr: 5.000e-05, eta: 14:56:58, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8578, loss_cls: 1.3202, loss: 1.3202, grad_norm: 17.9016 2020-08-03 04:48:47,581 - mmaction - INFO - Epoch [48][200/2505] lr: 5.000e-05, eta: 14:56:18, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8708, loss_cls: 1.2479, loss: 1.2479, grad_norm: 17.9135 2020-08-03 04:49:25,613 - mmaction - INFO - Epoch [48][220/2505] lr: 5.000e-05, eta: 14:55:38, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8661, loss_cls: 1.2560, loss: 1.2560, grad_norm: 17.4025 2020-08-03 04:50:03,932 - mmaction - INFO - Epoch [48][240/2505] lr: 5.000e-05, eta: 14:54:58, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7365, top5_acc: 0.8828, loss_cls: 1.1891, loss: 1.1891, grad_norm: 17.4696 2020-08-03 04:50:42,124 - mmaction - INFO - Epoch [48][260/2505] lr: 5.000e-05, eta: 14:54:18, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8729, loss_cls: 1.2112, loss: 1.2112, grad_norm: 17.6268 2020-08-03 04:51:20,426 - mmaction - INFO - Epoch [48][280/2505] lr: 5.000e-05, eta: 14:53:38, time: 1.914, data_time: 0.000, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8729, loss_cls: 1.2673, loss: 1.2673, grad_norm: 18.1125 2020-08-03 04:51:58,667 - mmaction - INFO - Epoch [48][300/2505] lr: 5.000e-05, eta: 14:52:58, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8729, loss_cls: 1.2735, loss: 1.2735, grad_norm: 17.6620 2020-08-03 04:52:36,910 - mmaction - INFO - Epoch [48][320/2505] lr: 5.000e-05, eta: 14:52:18, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8635, loss_cls: 1.3227, loss: 1.3227, grad_norm: 19.1156 2020-08-03 04:53:15,188 - mmaction - INFO - Epoch [48][340/2505] lr: 5.000e-05, eta: 14:51:39, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8750, loss_cls: 1.2588, loss: 1.2588, grad_norm: 17.8456 2020-08-03 04:53:53,303 - mmaction - INFO - Epoch [48][360/2505] lr: 5.000e-05, eta: 14:50:59, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8745, loss_cls: 1.2403, loss: 1.2403, grad_norm: 18.6554 2020-08-03 04:54:31,433 - mmaction - INFO - Epoch [48][380/2505] lr: 5.000e-05, eta: 14:50:19, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8802, loss_cls: 1.1799, loss: 1.1799, grad_norm: 17.0949 2020-08-03 04:55:09,624 - mmaction - INFO - Epoch [48][400/2505] lr: 5.000e-05, eta: 14:49:39, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8661, loss_cls: 1.2898, loss: 1.2898, grad_norm: 18.1624 2020-08-03 04:55:48,038 - mmaction - INFO - Epoch [48][420/2505] lr: 5.000e-05, eta: 14:48:59, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8625, loss_cls: 1.2731, loss: 1.2731, grad_norm: 17.9980 2020-08-03 04:56:26,236 - mmaction - INFO - Epoch [48][440/2505] lr: 5.000e-05, eta: 14:48:19, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7396, top5_acc: 0.8839, loss_cls: 1.1951, loss: 1.1951, grad_norm: 17.4372 2020-08-03 04:57:04,500 - mmaction - INFO - Epoch [48][460/2505] lr: 5.000e-05, eta: 14:47:39, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8734, loss_cls: 1.2345, loss: 1.2345, grad_norm: 18.1444 2020-08-03 04:57:42,782 - mmaction - INFO - Epoch [48][480/2505] lr: 5.000e-05, eta: 14:46:59, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8911, loss_cls: 1.1743, loss: 1.1743, grad_norm: 17.1127 2020-08-03 04:58:21,029 - mmaction - INFO - Epoch [48][500/2505] lr: 5.000e-05, eta: 14:46:20, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8646, loss_cls: 1.2670, loss: 1.2670, grad_norm: 18.4175 2020-08-03 04:58:59,180 - mmaction - INFO - Epoch [48][520/2505] lr: 5.000e-05, eta: 14:45:40, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8740, loss_cls: 1.1802, loss: 1.1802, grad_norm: 17.2793 2020-08-03 04:59:37,487 - mmaction - INFO - Epoch [48][540/2505] lr: 5.000e-05, eta: 14:45:00, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8755, loss_cls: 1.2389, loss: 1.2389, grad_norm: 18.2070 2020-08-03 05:00:17,132 - mmaction - INFO - Epoch [48][560/2505] lr: 5.000e-05, eta: 14:44:21, time: 1.982, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8698, loss_cls: 1.2953, loss: 1.2953, grad_norm: 18.1018 2020-08-03 05:00:55,294 - mmaction - INFO - Epoch [48][580/2505] lr: 5.000e-05, eta: 14:43:41, time: 1.909, data_time: 0.004, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8573, loss_cls: 1.3040, loss: 1.3040, grad_norm: 18.2363 2020-08-03 05:01:33,402 - mmaction - INFO - Epoch [48][600/2505] lr: 5.000e-05, eta: 14:43:01, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8646, loss_cls: 1.3323, loss: 1.3323, grad_norm: 18.4845 2020-08-03 05:02:11,546 - mmaction - INFO - Epoch [48][620/2505] lr: 5.000e-05, eta: 14:42:21, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7417, top5_acc: 0.8885, loss_cls: 1.1627, loss: 1.1627, grad_norm: 17.6008 2020-08-03 05:02:49,664 - mmaction - INFO - Epoch [48][640/2505] lr: 5.000e-05, eta: 14:41:41, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8641, loss_cls: 1.2811, loss: 1.2811, grad_norm: 18.2297 2020-08-03 05:03:27,927 - mmaction - INFO - Epoch [48][660/2505] lr: 5.000e-05, eta: 14:41:01, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8698, loss_cls: 1.2690, loss: 1.2690, grad_norm: 17.6714 2020-08-03 05:04:06,044 - mmaction - INFO - Epoch [48][680/2505] lr: 5.000e-05, eta: 14:40:21, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8609, loss_cls: 1.3106, loss: 1.3106, grad_norm: 18.3173 2020-08-03 05:04:44,237 - mmaction - INFO - Epoch [48][700/2505] lr: 5.000e-05, eta: 14:39:41, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.2473, loss: 1.2473, grad_norm: 17.5867 2020-08-03 05:05:23,067 - mmaction - INFO - Epoch [48][720/2505] lr: 5.000e-05, eta: 14:39:02, time: 1.941, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8781, loss_cls: 1.2179, loss: 1.2179, grad_norm: 17.5233 2020-08-03 05:06:01,355 - mmaction - INFO - Epoch [48][740/2505] lr: 5.000e-05, eta: 14:38:22, time: 1.915, data_time: 0.003, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8635, loss_cls: 1.3223, loss: 1.3223, grad_norm: 18.2586 2020-08-03 05:06:39,579 - mmaction - INFO - Epoch [48][760/2505] lr: 5.000e-05, eta: 14:37:42, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8786, loss_cls: 1.2583, loss: 1.2583, grad_norm: 17.9659 2020-08-03 05:07:17,877 - mmaction - INFO - Epoch [48][780/2505] lr: 5.000e-05, eta: 14:37:02, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8724, loss_cls: 1.2471, loss: 1.2471, grad_norm: 17.9655 2020-08-03 05:07:56,048 - mmaction - INFO - Epoch [48][800/2505] lr: 5.000e-05, eta: 14:36:23, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.2298, loss: 1.2298, grad_norm: 18.0389 2020-08-03 05:08:34,324 - mmaction - INFO - Epoch [48][820/2505] lr: 5.000e-05, eta: 14:35:43, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8755, loss_cls: 1.2345, loss: 1.2345, grad_norm: 18.4857 2020-08-03 05:09:12,557 - mmaction - INFO - Epoch [48][840/2505] lr: 5.000e-05, eta: 14:35:03, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8724, loss_cls: 1.2317, loss: 1.2317, grad_norm: 17.8787 2020-08-03 05:09:50,753 - mmaction - INFO - Epoch [48][860/2505] lr: 5.000e-05, eta: 14:34:23, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8693, loss_cls: 1.2990, loss: 1.2990, grad_norm: 17.6766 2020-08-03 05:10:29,140 - mmaction - INFO - Epoch [48][880/2505] lr: 5.000e-05, eta: 14:33:43, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8677, loss_cls: 1.2948, loss: 1.2948, grad_norm: 18.1006 2020-08-03 05:11:07,230 - mmaction - INFO - Epoch [48][900/2505] lr: 5.000e-05, eta: 14:33:03, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8776, loss_cls: 1.2420, loss: 1.2420, grad_norm: 17.9547 2020-08-03 05:11:45,477 - mmaction - INFO - Epoch [48][920/2505] lr: 5.000e-05, eta: 14:32:24, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8688, loss_cls: 1.2917, loss: 1.2917, grad_norm: 17.4573 2020-08-03 05:12:23,532 - mmaction - INFO - Epoch [48][940/2505] lr: 5.000e-05, eta: 14:31:44, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2774, loss: 1.2774, grad_norm: 17.9315 2020-08-03 05:13:01,720 - mmaction - INFO - Epoch [48][960/2505] lr: 5.000e-05, eta: 14:31:04, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8703, loss_cls: 1.2642, loss: 1.2642, grad_norm: 17.8267 2020-08-03 05:13:39,966 - mmaction - INFO - Epoch [48][980/2505] lr: 5.000e-05, eta: 14:30:24, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8635, loss_cls: 1.2735, loss: 1.2735, grad_norm: 17.8098 2020-08-03 05:14:18,199 - mmaction - INFO - Epoch [48][1000/2505] lr: 5.000e-05, eta: 14:29:44, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8698, loss_cls: 1.2699, loss: 1.2699, grad_norm: 18.3804 2020-08-03 05:14:56,413 - mmaction - INFO - Epoch [48][1020/2505] lr: 5.000e-05, eta: 14:29:04, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8604, loss_cls: 1.3013, loss: 1.3013, grad_norm: 18.5153 2020-08-03 05:15:35,184 - mmaction - INFO - Epoch [48][1040/2505] lr: 5.000e-05, eta: 14:28:25, time: 1.939, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8755, loss_cls: 1.2364, loss: 1.2364, grad_norm: 18.1719 2020-08-03 05:16:13,401 - mmaction - INFO - Epoch [48][1060/2505] lr: 5.000e-05, eta: 14:27:45, time: 1.911, data_time: 0.002, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8781, loss_cls: 1.2174, loss: 1.2174, grad_norm: 17.9663 2020-08-03 05:16:51,648 - mmaction - INFO - Epoch [48][1080/2505] lr: 5.000e-05, eta: 14:27:05, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8714, loss_cls: 1.2521, loss: 1.2521, grad_norm: 17.6726 2020-08-03 05:17:30,040 - mmaction - INFO - Epoch [48][1100/2505] lr: 5.000e-05, eta: 14:26:25, time: 1.919, data_time: 0.000, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8604, loss_cls: 1.2908, loss: 1.2908, grad_norm: 18.0402 2020-08-03 05:18:08,230 - mmaction - INFO - Epoch [48][1120/2505] lr: 5.000e-05, eta: 14:25:45, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8578, loss_cls: 1.3169, loss: 1.3169, grad_norm: 17.6279 2020-08-03 05:18:46,294 - mmaction - INFO - Epoch [48][1140/2505] lr: 5.000e-05, eta: 14:25:06, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8849, loss_cls: 1.1802, loss: 1.1802, grad_norm: 17.6977 2020-08-03 05:19:24,473 - mmaction - INFO - Epoch [48][1160/2505] lr: 5.000e-05, eta: 14:24:26, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8703, loss_cls: 1.2510, loss: 1.2510, grad_norm: 17.5496 2020-08-03 05:20:02,591 - mmaction - INFO - Epoch [48][1180/2505] lr: 5.000e-05, eta: 14:23:46, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8641, loss_cls: 1.2757, loss: 1.2757, grad_norm: 17.9710 2020-08-03 05:20:40,856 - mmaction - INFO - Epoch [48][1200/2505] lr: 5.000e-05, eta: 14:23:06, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8854, loss_cls: 1.2096, loss: 1.2096, grad_norm: 17.3445 2020-08-03 05:21:19,097 - mmaction - INFO - Epoch [48][1220/2505] lr: 5.000e-05, eta: 14:22:26, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8682, loss_cls: 1.2683, loss: 1.2683, grad_norm: 17.5212 2020-08-03 05:21:57,205 - mmaction - INFO - Epoch [48][1240/2505] lr: 5.000e-05, eta: 14:21:46, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8740, loss_cls: 1.2750, loss: 1.2750, grad_norm: 17.8713 2020-08-03 05:22:35,358 - mmaction - INFO - Epoch [48][1260/2505] lr: 5.000e-05, eta: 14:21:06, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8708, loss_cls: 1.2572, loss: 1.2572, grad_norm: 18.1220 2020-08-03 05:23:13,497 - mmaction - INFO - Epoch [48][1280/2505] lr: 5.000e-05, eta: 14:20:27, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8646, loss_cls: 1.3177, loss: 1.3177, grad_norm: 17.5889 2020-08-03 05:23:51,592 - mmaction - INFO - Epoch [48][1300/2505] lr: 5.000e-05, eta: 14:19:47, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8677, loss_cls: 1.3304, loss: 1.3304, grad_norm: 17.8767 2020-08-03 05:24:29,739 - mmaction - INFO - Epoch [48][1320/2505] lr: 5.000e-05, eta: 14:19:07, time: 1.907, data_time: 0.000, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8568, loss_cls: 1.3644, loss: 1.3644, grad_norm: 18.5399 2020-08-03 05:25:07,960 - mmaction - INFO - Epoch [48][1340/2505] lr: 5.000e-05, eta: 14:18:27, time: 1.910, data_time: 0.000, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8786, loss_cls: 1.2135, loss: 1.2135, grad_norm: 17.8746 2020-08-03 05:25:46,098 - mmaction - INFO - Epoch [48][1360/2505] lr: 5.000e-05, eta: 14:17:47, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8745, loss_cls: 1.2148, loss: 1.2148, grad_norm: 18.3101 2020-08-03 05:26:24,284 - mmaction - INFO - Epoch [48][1380/2505] lr: 5.000e-05, eta: 14:17:07, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8630, loss_cls: 1.3208, loss: 1.3208, grad_norm: 18.1561 2020-08-03 05:27:02,514 - mmaction - INFO - Epoch [48][1400/2505] lr: 5.000e-05, eta: 14:16:27, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8802, loss_cls: 1.2068, loss: 1.2068, grad_norm: 17.7517 2020-08-03 05:27:40,697 - mmaction - INFO - Epoch [48][1420/2505] lr: 5.000e-05, eta: 14:15:48, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8599, loss_cls: 1.3334, loss: 1.3334, grad_norm: 18.6385 2020-08-03 05:28:18,847 - mmaction - INFO - Epoch [48][1440/2505] lr: 5.000e-05, eta: 14:15:08, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8745, loss_cls: 1.2179, loss: 1.2179, grad_norm: 17.7241 2020-08-03 05:28:57,114 - mmaction - INFO - Epoch [48][1460/2505] lr: 5.000e-05, eta: 14:14:28, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8667, loss_cls: 1.3233, loss: 1.3233, grad_norm: 18.4778 2020-08-03 05:29:35,376 - mmaction - INFO - Epoch [48][1480/2505] lr: 5.000e-05, eta: 14:13:48, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8646, loss_cls: 1.2919, loss: 1.2919, grad_norm: 18.2349 2020-08-03 05:30:13,480 - mmaction - INFO - Epoch [48][1500/2505] lr: 5.000e-05, eta: 14:13:08, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2827, loss: 1.2827, grad_norm: 18.4823 2020-08-03 05:30:51,533 - mmaction - INFO - Epoch [48][1520/2505] lr: 5.000e-05, eta: 14:12:28, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8625, loss_cls: 1.3069, loss: 1.3069, grad_norm: 18.0506 2020-08-03 05:31:29,781 - mmaction - INFO - Epoch [48][1540/2505] lr: 5.000e-05, eta: 14:11:49, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8609, loss_cls: 1.3324, loss: 1.3324, grad_norm: 18.0930 2020-08-03 05:32:07,966 - mmaction - INFO - Epoch [48][1560/2505] lr: 5.000e-05, eta: 14:11:09, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8771, loss_cls: 1.2848, loss: 1.2848, grad_norm: 17.6367 2020-08-03 05:32:46,190 - mmaction - INFO - Epoch [48][1580/2505] lr: 5.000e-05, eta: 14:10:29, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8552, loss_cls: 1.2853, loss: 1.2853, grad_norm: 17.7737 2020-08-03 05:33:24,347 - mmaction - INFO - Epoch [48][1600/2505] lr: 5.000e-05, eta: 14:09:49, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2983, loss: 1.2983, grad_norm: 17.2435 2020-08-03 05:34:02,311 - mmaction - INFO - Epoch [48][1620/2505] lr: 5.000e-05, eta: 14:09:09, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8667, loss_cls: 1.3095, loss: 1.3095, grad_norm: 17.8473 2020-08-03 05:34:40,579 - mmaction - INFO - Epoch [48][1640/2505] lr: 5.000e-05, eta: 14:08:30, time: 1.913, data_time: 0.000, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8703, loss_cls: 1.2112, loss: 1.2112, grad_norm: 17.3585 2020-08-03 05:35:18,763 - mmaction - INFO - Epoch [48][1660/2505] lr: 5.000e-05, eta: 14:07:50, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8609, loss_cls: 1.2753, loss: 1.2753, grad_norm: 17.3997 2020-08-03 05:35:57,050 - mmaction - INFO - Epoch [48][1680/2505] lr: 5.000e-05, eta: 14:07:10, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8703, loss_cls: 1.2643, loss: 1.2643, grad_norm: 17.6614 2020-08-03 05:36:35,173 - mmaction - INFO - Epoch [48][1700/2505] lr: 5.000e-05, eta: 14:06:30, time: 1.906, data_time: 0.000, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8594, loss_cls: 1.3249, loss: 1.3249, grad_norm: 17.6594 2020-08-03 05:37:13,344 - mmaction - INFO - Epoch [48][1720/2505] lr: 5.000e-05, eta: 14:05:50, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8802, loss_cls: 1.2132, loss: 1.2132, grad_norm: 17.2448 2020-08-03 05:37:51,555 - mmaction - INFO - Epoch [48][1740/2505] lr: 5.000e-05, eta: 14:05:10, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8750, loss_cls: 1.2252, loss: 1.2252, grad_norm: 17.5774 2020-08-03 05:38:29,721 - mmaction - INFO - Epoch [48][1760/2505] lr: 5.000e-05, eta: 14:04:31, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8771, loss_cls: 1.2499, loss: 1.2499, grad_norm: 18.2718 2020-08-03 05:39:07,990 - mmaction - INFO - Epoch [48][1780/2505] lr: 5.000e-05, eta: 14:03:51, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8599, loss_cls: 1.2951, loss: 1.2951, grad_norm: 17.9081 2020-08-03 05:39:46,116 - mmaction - INFO - Epoch [48][1800/2505] lr: 5.000e-05, eta: 14:03:11, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8698, loss_cls: 1.2425, loss: 1.2425, grad_norm: 17.6567 2020-08-03 05:40:24,377 - mmaction - INFO - Epoch [48][1820/2505] lr: 5.000e-05, eta: 14:02:31, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8609, loss_cls: 1.3162, loss: 1.3162, grad_norm: 17.8316 2020-08-03 05:41:02,605 - mmaction - INFO - Epoch [48][1840/2505] lr: 5.000e-05, eta: 14:01:51, time: 1.911, data_time: 0.000, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8760, loss_cls: 1.2649, loss: 1.2649, grad_norm: 18.0514 2020-08-03 05:41:40,688 - mmaction - INFO - Epoch [48][1860/2505] lr: 5.000e-05, eta: 14:01:12, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8859, loss_cls: 1.1860, loss: 1.1860, grad_norm: 17.4609 2020-08-03 05:42:18,568 - mmaction - INFO - Epoch [48][1880/2505] lr: 5.000e-05, eta: 14:00:32, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8625, loss_cls: 1.3002, loss: 1.3002, grad_norm: 16.9875 2020-08-03 05:42:56,808 - mmaction - INFO - Epoch [48][1900/2505] lr: 5.000e-05, eta: 13:59:52, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8677, loss_cls: 1.2927, loss: 1.2927, grad_norm: 17.8110 2020-08-03 05:43:34,975 - mmaction - INFO - Epoch [48][1920/2505] lr: 5.000e-05, eta: 13:59:12, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8609, loss_cls: 1.3217, loss: 1.3217, grad_norm: 18.7878 2020-08-03 05:44:13,076 - mmaction - INFO - Epoch [48][1940/2505] lr: 5.000e-05, eta: 13:58:32, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8833, loss_cls: 1.1924, loss: 1.1924, grad_norm: 17.4092 2020-08-03 05:44:51,224 - mmaction - INFO - Epoch [48][1960/2505] lr: 5.000e-05, eta: 13:57:52, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8740, loss_cls: 1.2898, loss: 1.2898, grad_norm: 18.3246 2020-08-03 05:45:29,404 - mmaction - INFO - Epoch [48][1980/2505] lr: 5.000e-05, eta: 13:57:13, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8724, loss_cls: 1.2565, loss: 1.2565, grad_norm: 17.8062 2020-08-03 05:46:07,634 - mmaction - INFO - Epoch [48][2000/2505] lr: 5.000e-05, eta: 13:56:33, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8646, loss_cls: 1.2506, loss: 1.2506, grad_norm: 18.0903 2020-08-03 05:46:45,808 - mmaction - INFO - Epoch [48][2020/2505] lr: 5.000e-05, eta: 13:55:53, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8714, loss_cls: 1.2534, loss: 1.2534, grad_norm: 17.7426 2020-08-03 05:47:23,995 - mmaction - INFO - Epoch [48][2040/2505] lr: 5.000e-05, eta: 13:55:13, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8651, loss_cls: 1.3398, loss: 1.3398, grad_norm: 18.5555 2020-08-03 05:48:02,268 - mmaction - INFO - Epoch [48][2060/2505] lr: 5.000e-05, eta: 13:54:34, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8771, loss_cls: 1.2063, loss: 1.2063, grad_norm: 17.7569 2020-08-03 05:48:40,153 - mmaction - INFO - Epoch [48][2080/2505] lr: 5.000e-05, eta: 13:53:54, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8818, loss_cls: 1.2053, loss: 1.2053, grad_norm: 18.1233 2020-08-03 05:49:18,325 - mmaction - INFO - Epoch [48][2100/2505] lr: 5.000e-05, eta: 13:53:14, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2813, loss: 1.2813, grad_norm: 17.8843 2020-08-03 05:49:56,290 - mmaction - INFO - Epoch [48][2120/2505] lr: 5.000e-05, eta: 13:52:34, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8766, loss_cls: 1.2131, loss: 1.2131, grad_norm: 18.3434 2020-08-03 05:50:34,510 - mmaction - INFO - Epoch [48][2140/2505] lr: 5.000e-05, eta: 13:51:54, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8734, loss_cls: 1.2224, loss: 1.2224, grad_norm: 17.3932 2020-08-03 05:51:12,624 - mmaction - INFO - Epoch [48][2160/2505] lr: 5.000e-05, eta: 13:51:14, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8656, loss_cls: 1.2702, loss: 1.2702, grad_norm: 18.4668 2020-08-03 05:51:50,682 - mmaction - INFO - Epoch [48][2180/2505] lr: 5.000e-05, eta: 13:50:34, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8745, loss_cls: 1.2296, loss: 1.2296, grad_norm: 17.9926 2020-08-03 05:52:28,866 - mmaction - INFO - Epoch [48][2200/2505] lr: 5.000e-05, eta: 13:49:55, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.3135, loss: 1.3135, grad_norm: 18.4752 2020-08-03 05:53:06,899 - mmaction - INFO - Epoch [48][2220/2505] lr: 5.000e-05, eta: 13:49:15, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8667, loss_cls: 1.2915, loss: 1.2915, grad_norm: 18.1344 2020-08-03 05:53:45,184 - mmaction - INFO - Epoch [48][2240/2505] lr: 5.000e-05, eta: 13:48:35, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8740, loss_cls: 1.2730, loss: 1.2730, grad_norm: 18.2034 2020-08-03 05:54:23,371 - mmaction - INFO - Epoch [48][2260/2505] lr: 5.000e-05, eta: 13:47:55, time: 1.910, data_time: 0.002, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8703, loss_cls: 1.2803, loss: 1.2803, grad_norm: 18.0112 2020-08-03 05:55:01,593 - mmaction - INFO - Epoch [48][2280/2505] lr: 5.000e-05, eta: 13:47:16, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8771, loss_cls: 1.2110, loss: 1.2110, grad_norm: 17.7186 2020-08-03 05:55:39,834 - mmaction - INFO - Epoch [48][2300/2505] lr: 5.000e-05, eta: 13:46:36, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8688, loss_cls: 1.3022, loss: 1.3022, grad_norm: 18.3234 2020-08-03 05:56:18,078 - mmaction - INFO - Epoch [48][2320/2505] lr: 5.000e-05, eta: 13:45:56, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8714, loss_cls: 1.2297, loss: 1.2297, grad_norm: 17.2981 2020-08-03 05:56:56,413 - mmaction - INFO - Epoch [48][2340/2505] lr: 5.000e-05, eta: 13:45:16, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8745, loss_cls: 1.2487, loss: 1.2487, grad_norm: 17.8836 2020-08-03 05:57:34,535 - mmaction - INFO - Epoch [48][2360/2505] lr: 5.000e-05, eta: 13:44:37, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8609, loss_cls: 1.3465, loss: 1.3465, grad_norm: 17.8087 2020-08-03 05:58:12,636 - mmaction - INFO - Epoch [48][2380/2505] lr: 5.000e-05, eta: 13:43:57, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8729, loss_cls: 1.1987, loss: 1.1987, grad_norm: 17.3128 2020-08-03 05:58:50,662 - mmaction - INFO - Epoch [48][2400/2505] lr: 5.000e-05, eta: 13:43:17, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2506, loss: 1.2506, grad_norm: 17.7656 2020-08-03 05:59:28,885 - mmaction - INFO - Epoch [48][2420/2505] lr: 5.000e-05, eta: 13:42:37, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8651, loss_cls: 1.2826, loss: 1.2826, grad_norm: 18.5813 2020-08-03 06:00:07,860 - mmaction - INFO - Epoch [48][2440/2505] lr: 5.000e-05, eta: 13:41:58, time: 1.948, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8708, loss_cls: 1.2726, loss: 1.2726, grad_norm: 17.4010 2020-08-03 06:00:46,153 - mmaction - INFO - Epoch [48][2460/2505] lr: 5.000e-05, eta: 13:41:18, time: 1.916, data_time: 0.004, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8557, loss_cls: 1.2799, loss: 1.2799, grad_norm: 17.7321 2020-08-03 06:01:24,376 - mmaction - INFO - Epoch [48][2480/2505] lr: 5.000e-05, eta: 13:40:38, time: 1.911, data_time: 0.002, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8682, loss_cls: 1.3004, loss: 1.3004, grad_norm: 17.5906 2020-08-03 06:02:02,410 - mmaction - INFO - Epoch [48][2500/2505] lr: 5.000e-05, eta: 13:39:58, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8688, loss_cls: 1.2751, loss: 1.2751, grad_norm: 18.3234 2020-08-03 06:02:15,331 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-08-03 06:03:31,978 - mmaction - INFO - Epoch [49][20/2505] lr: 5.000e-06, eta: 13:39:22, time: 3.805, data_time: 1.872, memory: 8520, top1_acc: 0.7323, top5_acc: 0.8687, loss_cls: 1.2388, loss: 1.2388, grad_norm: 17.5246 2020-08-03 06:04:10,445 - mmaction - INFO - Epoch [49][40/2505] lr: 5.000e-06, eta: 13:38:42, time: 1.923, data_time: 0.004, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8573, loss_cls: 1.3196, loss: 1.3196, grad_norm: 18.2514 2020-08-03 06:04:48,757 - mmaction - INFO - Epoch [49][60/2505] lr: 5.000e-06, eta: 13:38:02, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8724, loss_cls: 1.2398, loss: 1.2398, grad_norm: 16.5489 2020-08-03 06:05:27,315 - mmaction - INFO - Epoch [49][80/2505] lr: 5.000e-06, eta: 13:37:23, time: 1.928, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8630, loss_cls: 1.3152, loss: 1.3152, grad_norm: 18.1057 2020-08-03 06:06:05,683 - mmaction - INFO - Epoch [49][100/2505] lr: 5.000e-06, eta: 13:36:43, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8776, loss_cls: 1.2161, loss: 1.2161, grad_norm: 17.8022 2020-08-03 06:06:43,943 - mmaction - INFO - Epoch [49][120/2505] lr: 5.000e-06, eta: 13:36:03, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8755, loss_cls: 1.2488, loss: 1.2488, grad_norm: 18.2086 2020-08-03 06:07:22,198 - mmaction - INFO - Epoch [49][140/2505] lr: 5.000e-06, eta: 13:35:23, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8776, loss_cls: 1.1854, loss: 1.1854, grad_norm: 17.0728 2020-08-03 06:08:00,580 - mmaction - INFO - Epoch [49][160/2505] lr: 5.000e-06, eta: 13:34:44, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8729, loss_cls: 1.2305, loss: 1.2305, grad_norm: 16.6506 2020-08-03 06:08:38,912 - mmaction - INFO - Epoch [49][180/2505] lr: 5.000e-06, eta: 13:34:04, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.2498, loss: 1.2498, grad_norm: 17.6803 2020-08-03 06:09:17,217 - mmaction - INFO - Epoch [49][200/2505] lr: 5.000e-06, eta: 13:33:24, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8703, loss_cls: 1.2663, loss: 1.2663, grad_norm: 17.8539 2020-08-03 06:09:55,236 - mmaction - INFO - Epoch [49][220/2505] lr: 5.000e-06, eta: 13:32:44, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8682, loss_cls: 1.2848, loss: 1.2848, grad_norm: 18.3310 2020-08-03 06:10:33,292 - mmaction - INFO - Epoch [49][240/2505] lr: 5.000e-06, eta: 13:32:05, time: 1.902, data_time: 0.000, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8682, loss_cls: 1.2869, loss: 1.2869, grad_norm: 18.1492 2020-08-03 06:11:11,451 - mmaction - INFO - Epoch [49][260/2505] lr: 5.000e-06, eta: 13:31:25, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8698, loss_cls: 1.2572, loss: 1.2572, grad_norm: 17.7341 2020-08-03 06:11:49,761 - mmaction - INFO - Epoch [49][280/2505] lr: 5.000e-06, eta: 13:30:45, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8677, loss_cls: 1.3110, loss: 1.3110, grad_norm: 18.2795 2020-08-03 06:12:27,923 - mmaction - INFO - Epoch [49][300/2505] lr: 5.000e-06, eta: 13:30:05, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8583, loss_cls: 1.3260, loss: 1.3260, grad_norm: 17.7558 2020-08-03 06:13:06,183 - mmaction - INFO - Epoch [49][320/2505] lr: 5.000e-06, eta: 13:29:26, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.2860, loss: 1.2860, grad_norm: 18.4227 2020-08-03 06:13:44,230 - mmaction - INFO - Epoch [49][340/2505] lr: 5.000e-06, eta: 13:28:46, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8583, loss_cls: 1.3285, loss: 1.3285, grad_norm: 18.5996 2020-08-03 06:14:22,400 - mmaction - INFO - Epoch [49][360/2505] lr: 5.000e-06, eta: 13:28:06, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8682, loss_cls: 1.3230, loss: 1.3230, grad_norm: 18.2979 2020-08-03 06:15:00,456 - mmaction - INFO - Epoch [49][380/2505] lr: 5.000e-06, eta: 13:27:26, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.2119, loss: 1.2119, grad_norm: 18.0462 2020-08-03 06:15:38,555 - mmaction - INFO - Epoch [49][400/2505] lr: 5.000e-06, eta: 13:26:46, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8734, loss_cls: 1.2505, loss: 1.2505, grad_norm: 17.8270 2020-08-03 06:16:16,701 - mmaction - INFO - Epoch [49][420/2505] lr: 5.000e-06, eta: 13:26:07, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8620, loss_cls: 1.3380, loss: 1.3380, grad_norm: 18.5384 2020-08-03 06:16:54,765 - mmaction - INFO - Epoch [49][440/2505] lr: 5.000e-06, eta: 13:25:27, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8578, loss_cls: 1.3480, loss: 1.3480, grad_norm: 18.0260 2020-08-03 06:17:32,982 - mmaction - INFO - Epoch [49][460/2505] lr: 5.000e-06, eta: 13:24:47, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8693, loss_cls: 1.2869, loss: 1.2869, grad_norm: 17.7735 2020-08-03 06:18:11,150 - mmaction - INFO - Epoch [49][480/2505] lr: 5.000e-06, eta: 13:24:07, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8740, loss_cls: 1.2409, loss: 1.2409, grad_norm: 17.6209 2020-08-03 06:18:49,329 - mmaction - INFO - Epoch [49][500/2505] lr: 5.000e-06, eta: 13:23:28, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.2248, loss: 1.2248, grad_norm: 17.9018 2020-08-03 06:19:27,437 - mmaction - INFO - Epoch [49][520/2505] lr: 5.000e-06, eta: 13:22:48, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2446, loss: 1.2446, grad_norm: 18.2648 2020-08-03 06:20:05,450 - mmaction - INFO - Epoch [49][540/2505] lr: 5.000e-06, eta: 13:22:08, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8661, loss_cls: 1.2645, loss: 1.2645, grad_norm: 17.5369 2020-08-03 06:20:43,581 - mmaction - INFO - Epoch [49][560/2505] lr: 5.000e-06, eta: 13:21:28, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8693, loss_cls: 1.3374, loss: 1.3374, grad_norm: 18.6730 2020-08-03 06:21:21,774 - mmaction - INFO - Epoch [49][580/2505] lr: 5.000e-06, eta: 13:20:48, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8635, loss_cls: 1.3075, loss: 1.3075, grad_norm: 18.0275 2020-08-03 06:21:59,876 - mmaction - INFO - Epoch [49][600/2505] lr: 5.000e-06, eta: 13:20:09, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8667, loss_cls: 1.3254, loss: 1.3254, grad_norm: 17.9485 2020-08-03 06:22:37,990 - mmaction - INFO - Epoch [49][620/2505] lr: 5.000e-06, eta: 13:19:29, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2935, loss: 1.2935, grad_norm: 17.9736 2020-08-03 06:23:15,987 - mmaction - INFO - Epoch [49][640/2505] lr: 5.000e-06, eta: 13:18:49, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8776, loss_cls: 1.1859, loss: 1.1859, grad_norm: 18.0581 2020-08-03 06:23:54,175 - mmaction - INFO - Epoch [49][660/2505] lr: 5.000e-06, eta: 13:18:09, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8740, loss_cls: 1.2230, loss: 1.2230, grad_norm: 18.4378 2020-08-03 06:24:32,478 - mmaction - INFO - Epoch [49][680/2505] lr: 5.000e-06, eta: 13:17:30, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8609, loss_cls: 1.3389, loss: 1.3389, grad_norm: 18.4161 2020-08-03 06:25:10,724 - mmaction - INFO - Epoch [49][700/2505] lr: 5.000e-06, eta: 13:16:50, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6927, top5_acc: 0.8641, loss_cls: 1.3440, loss: 1.3440, grad_norm: 18.2081 2020-08-03 06:25:48,951 - mmaction - INFO - Epoch [49][720/2505] lr: 5.000e-06, eta: 13:16:10, time: 1.911, data_time: 0.000, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8714, loss_cls: 1.2420, loss: 1.2420, grad_norm: 17.5362 2020-08-03 06:26:27,188 - mmaction - INFO - Epoch [49][740/2505] lr: 5.000e-06, eta: 13:15:30, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8698, loss_cls: 1.2699, loss: 1.2699, grad_norm: 17.2274 2020-08-03 06:27:05,339 - mmaction - INFO - Epoch [49][760/2505] lr: 5.000e-06, eta: 13:14:51, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8719, loss_cls: 1.2462, loss: 1.2462, grad_norm: 17.8447 2020-08-03 06:27:43,467 - mmaction - INFO - Epoch [49][780/2505] lr: 5.000e-06, eta: 13:14:11, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2572, loss: 1.2572, grad_norm: 17.7548 2020-08-03 06:28:21,810 - mmaction - INFO - Epoch [49][800/2505] lr: 5.000e-06, eta: 13:13:31, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.2450, loss: 1.2450, grad_norm: 18.3636 2020-08-03 06:28:59,920 - mmaction - INFO - Epoch [49][820/2505] lr: 5.000e-06, eta: 13:12:51, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8698, loss_cls: 1.2546, loss: 1.2546, grad_norm: 17.2003 2020-08-03 06:29:38,100 - mmaction - INFO - Epoch [49][840/2505] lr: 5.000e-06, eta: 13:12:12, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8693, loss_cls: 1.2998, loss: 1.2998, grad_norm: 18.0621 2020-08-03 06:30:16,354 - mmaction - INFO - Epoch [49][860/2505] lr: 5.000e-06, eta: 13:11:32, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8729, loss_cls: 1.2205, loss: 1.2205, grad_norm: 17.4969 2020-08-03 06:30:54,586 - mmaction - INFO - Epoch [49][880/2505] lr: 5.000e-06, eta: 13:10:52, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8880, loss_cls: 1.1670, loss: 1.1670, grad_norm: 17.1043 2020-08-03 06:31:32,763 - mmaction - INFO - Epoch [49][900/2505] lr: 5.000e-06, eta: 13:10:13, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8688, loss_cls: 1.2743, loss: 1.2743, grad_norm: 17.5412 2020-08-03 06:32:11,064 - mmaction - INFO - Epoch [49][920/2505] lr: 5.000e-06, eta: 13:09:33, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8620, loss_cls: 1.2712, loss: 1.2712, grad_norm: 17.6122 2020-08-03 06:32:49,352 - mmaction - INFO - Epoch [49][940/2505] lr: 5.000e-06, eta: 13:08:53, time: 1.914, data_time: 0.000, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8583, loss_cls: 1.3225, loss: 1.3225, grad_norm: 17.7009 2020-08-03 06:33:27,449 - mmaction - INFO - Epoch [49][960/2505] lr: 5.000e-06, eta: 13:08:13, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8734, loss_cls: 1.2405, loss: 1.2405, grad_norm: 17.5214 2020-08-03 06:34:05,445 - mmaction - INFO - Epoch [49][980/2505] lr: 5.000e-06, eta: 13:07:34, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6937, top5_acc: 0.8620, loss_cls: 1.3292, loss: 1.3292, grad_norm: 18.4549 2020-08-03 06:34:43,642 - mmaction - INFO - Epoch [49][1000/2505] lr: 5.000e-06, eta: 13:06:54, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8714, loss_cls: 1.2364, loss: 1.2364, grad_norm: 17.7901 2020-08-03 06:35:21,922 - mmaction - INFO - Epoch [49][1020/2505] lr: 5.000e-06, eta: 13:06:14, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8776, loss_cls: 1.2717, loss: 1.2717, grad_norm: 17.8471 2020-08-03 06:36:00,141 - mmaction - INFO - Epoch [49][1040/2505] lr: 5.000e-06, eta: 13:05:35, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8724, loss_cls: 1.1983, loss: 1.1983, grad_norm: 17.9454 2020-08-03 06:36:38,181 - mmaction - INFO - Epoch [49][1060/2505] lr: 5.000e-06, eta: 13:04:55, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8719, loss_cls: 1.2444, loss: 1.2444, grad_norm: 17.3416 2020-08-03 06:37:16,385 - mmaction - INFO - Epoch [49][1080/2505] lr: 5.000e-06, eta: 13:04:15, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2791, loss: 1.2791, grad_norm: 19.1144 2020-08-03 06:37:54,453 - mmaction - INFO - Epoch [49][1100/2505] lr: 5.000e-06, eta: 13:03:35, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8635, loss_cls: 1.2904, loss: 1.2904, grad_norm: 17.7932 2020-08-03 06:38:32,607 - mmaction - INFO - Epoch [49][1120/2505] lr: 5.000e-06, eta: 13:02:56, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8740, loss_cls: 1.2324, loss: 1.2324, grad_norm: 18.0120 2020-08-03 06:39:10,699 - mmaction - INFO - Epoch [49][1140/2505] lr: 5.000e-06, eta: 13:02:16, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8672, loss_cls: 1.2550, loss: 1.2550, grad_norm: 18.1818 2020-08-03 06:39:48,929 - mmaction - INFO - Epoch [49][1160/2505] lr: 5.000e-06, eta: 13:01:36, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8854, loss_cls: 1.1963, loss: 1.1963, grad_norm: 17.5151 2020-08-03 06:40:27,045 - mmaction - INFO - Epoch [49][1180/2505] lr: 5.000e-06, eta: 13:00:56, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8651, loss_cls: 1.2882, loss: 1.2882, grad_norm: 17.7354 2020-08-03 06:41:05,303 - mmaction - INFO - Epoch [49][1200/2505] lr: 5.000e-06, eta: 13:00:17, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8813, loss_cls: 1.1735, loss: 1.1735, grad_norm: 17.4441 2020-08-03 06:41:43,415 - mmaction - INFO - Epoch [49][1220/2505] lr: 5.000e-06, eta: 12:59:37, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8729, loss_cls: 1.2414, loss: 1.2414, grad_norm: 17.8046 2020-08-03 06:42:21,623 - mmaction - INFO - Epoch [49][1240/2505] lr: 5.000e-06, eta: 12:58:57, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8786, loss_cls: 1.2379, loss: 1.2379, grad_norm: 17.2887 2020-08-03 06:42:59,991 - mmaction - INFO - Epoch [49][1260/2505] lr: 5.000e-06, eta: 12:58:18, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8760, loss_cls: 1.2361, loss: 1.2361, grad_norm: 18.1418 2020-08-03 06:43:38,244 - mmaction - INFO - Epoch [49][1280/2505] lr: 5.000e-06, eta: 12:57:38, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8760, loss_cls: 1.2661, loss: 1.2661, grad_norm: 17.9449 2020-08-03 06:44:16,506 - mmaction - INFO - Epoch [49][1300/2505] lr: 5.000e-06, eta: 12:56:58, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8646, loss_cls: 1.2782, loss: 1.2782, grad_norm: 17.9310 2020-08-03 06:44:54,621 - mmaction - INFO - Epoch [49][1320/2505] lr: 5.000e-06, eta: 12:56:18, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8729, loss_cls: 1.3157, loss: 1.3157, grad_norm: 18.1850 2020-08-03 06:45:32,851 - mmaction - INFO - Epoch [49][1340/2505] lr: 5.000e-06, eta: 12:55:39, time: 1.911, data_time: 0.000, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8615, loss_cls: 1.3021, loss: 1.3021, grad_norm: 18.1799 2020-08-03 06:46:11,002 - mmaction - INFO - Epoch [49][1360/2505] lr: 5.000e-06, eta: 12:54:59, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7286, top5_acc: 0.8682, loss_cls: 1.2628, loss: 1.2628, grad_norm: 18.2356 2020-08-03 06:46:49,200 - mmaction - INFO - Epoch [49][1380/2505] lr: 5.000e-06, eta: 12:54:19, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8708, loss_cls: 1.2848, loss: 1.2848, grad_norm: 17.9049 2020-08-03 06:47:27,392 - mmaction - INFO - Epoch [49][1400/2505] lr: 5.000e-06, eta: 12:53:40, time: 1.910, data_time: 0.000, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8792, loss_cls: 1.2186, loss: 1.2186, grad_norm: 17.1511 2020-08-03 06:48:05,637 - mmaction - INFO - Epoch [49][1420/2505] lr: 5.000e-06, eta: 12:53:00, time: 1.912, data_time: 0.000, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8714, loss_cls: 1.2468, loss: 1.2468, grad_norm: 18.4770 2020-08-03 06:48:43,747 - mmaction - INFO - Epoch [49][1440/2505] lr: 5.000e-06, eta: 12:52:20, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8677, loss_cls: 1.2541, loss: 1.2541, grad_norm: 17.8067 2020-08-03 06:49:21,852 - mmaction - INFO - Epoch [49][1460/2505] lr: 5.000e-06, eta: 12:51:40, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8693, loss_cls: 1.2668, loss: 1.2668, grad_norm: 17.8637 2020-08-03 06:49:59,925 - mmaction - INFO - Epoch [49][1480/2505] lr: 5.000e-06, eta: 12:51:01, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8729, loss_cls: 1.2627, loss: 1.2627, grad_norm: 17.8550 2020-08-03 06:50:38,116 - mmaction - INFO - Epoch [49][1500/2505] lr: 5.000e-06, eta: 12:50:21, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2886, loss: 1.2886, grad_norm: 18.0925 2020-08-03 06:51:16,359 - mmaction - INFO - Epoch [49][1520/2505] lr: 5.000e-06, eta: 12:49:41, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8729, loss_cls: 1.2706, loss: 1.2706, grad_norm: 18.5395 2020-08-03 06:51:54,679 - mmaction - INFO - Epoch [49][1540/2505] lr: 5.000e-06, eta: 12:49:02, time: 1.916, data_time: 0.000, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8667, loss_cls: 1.2685, loss: 1.2685, grad_norm: 17.7253 2020-08-03 06:52:32,840 - mmaction - INFO - Epoch [49][1560/2505] lr: 5.000e-06, eta: 12:48:22, time: 1.907, data_time: 0.000, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8703, loss_cls: 1.2424, loss: 1.2424, grad_norm: 17.8361 2020-08-03 06:53:10,852 - mmaction - INFO - Epoch [49][1580/2505] lr: 5.000e-06, eta: 12:47:42, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8630, loss_cls: 1.2470, loss: 1.2470, grad_norm: 16.9235 2020-08-03 06:53:48,987 - mmaction - INFO - Epoch [49][1600/2505] lr: 5.000e-06, eta: 12:47:03, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8646, loss_cls: 1.3000, loss: 1.3000, grad_norm: 18.4447 2020-08-03 06:54:27,107 - mmaction - INFO - Epoch [49][1620/2505] lr: 5.000e-06, eta: 12:46:23, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8641, loss_cls: 1.2461, loss: 1.2461, grad_norm: 17.0770 2020-08-03 06:55:05,113 - mmaction - INFO - Epoch [49][1640/2505] lr: 5.000e-06, eta: 12:45:43, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8682, loss_cls: 1.2523, loss: 1.2523, grad_norm: 17.6781 2020-08-03 06:55:43,205 - mmaction - INFO - Epoch [49][1660/2505] lr: 5.000e-06, eta: 12:45:03, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8734, loss_cls: 1.2543, loss: 1.2543, grad_norm: 17.2131 2020-08-03 06:56:21,267 - mmaction - INFO - Epoch [49][1680/2505] lr: 5.000e-06, eta: 12:44:24, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8760, loss_cls: 1.2183, loss: 1.2183, grad_norm: 17.7143 2020-08-03 06:56:59,390 - mmaction - INFO - Epoch [49][1700/2505] lr: 5.000e-06, eta: 12:43:44, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.2183, loss: 1.2183, grad_norm: 17.9409 2020-08-03 06:57:37,368 - mmaction - INFO - Epoch [49][1720/2505] lr: 5.000e-06, eta: 12:43:04, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8635, loss_cls: 1.2988, loss: 1.2988, grad_norm: 18.7726 2020-08-03 06:58:15,406 - mmaction - INFO - Epoch [49][1740/2505] lr: 5.000e-06, eta: 12:42:24, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8734, loss_cls: 1.2386, loss: 1.2386, grad_norm: 17.2165 2020-08-03 06:58:53,408 - mmaction - INFO - Epoch [49][1760/2505] lr: 5.000e-06, eta: 12:41:45, time: 1.899, data_time: 0.000, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8703, loss_cls: 1.2905, loss: 1.2905, grad_norm: 17.9274 2020-08-03 06:59:31,552 - mmaction - INFO - Epoch [49][1780/2505] lr: 5.000e-06, eta: 12:41:05, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8693, loss_cls: 1.2422, loss: 1.2422, grad_norm: 17.7745 2020-08-03 07:00:11,764 - mmaction - INFO - Epoch [49][1800/2505] lr: 5.000e-06, eta: 12:40:26, time: 2.010, data_time: 0.000, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8729, loss_cls: 1.2441, loss: 1.2441, grad_norm: 17.8846 2020-08-03 07:00:50,032 - mmaction - INFO - Epoch [49][1820/2505] lr: 5.000e-06, eta: 12:39:46, time: 1.914, data_time: 0.005, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8693, loss_cls: 1.2660, loss: 1.2660, grad_norm: 17.5251 2020-08-03 07:01:28,000 - mmaction - INFO - Epoch [49][1840/2505] lr: 5.000e-06, eta: 12:39:07, time: 1.899, data_time: 0.002, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8729, loss_cls: 1.2858, loss: 1.2858, grad_norm: 18.3606 2020-08-03 07:02:06,251 - mmaction - INFO - Epoch [49][1860/2505] lr: 5.000e-06, eta: 12:38:27, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8693, loss_cls: 1.2826, loss: 1.2826, grad_norm: 18.1119 2020-08-03 07:02:44,442 - mmaction - INFO - Epoch [49][1880/2505] lr: 5.000e-06, eta: 12:37:47, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8661, loss_cls: 1.2717, loss: 1.2717, grad_norm: 17.5293 2020-08-03 07:03:22,465 - mmaction - INFO - Epoch [49][1900/2505] lr: 5.000e-06, eta: 12:37:08, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8672, loss_cls: 1.2803, loss: 1.2803, grad_norm: 18.2226 2020-08-03 07:04:00,653 - mmaction - INFO - Epoch [49][1920/2505] lr: 5.000e-06, eta: 12:36:28, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8828, loss_cls: 1.2023, loss: 1.2023, grad_norm: 17.7665 2020-08-03 07:04:38,792 - mmaction - INFO - Epoch [49][1940/2505] lr: 5.000e-06, eta: 12:35:48, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8755, loss_cls: 1.2085, loss: 1.2085, grad_norm: 18.1340 2020-08-03 07:05:18,010 - mmaction - INFO - Epoch [49][1960/2505] lr: 5.000e-06, eta: 12:35:09, time: 1.961, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8693, loss_cls: 1.2427, loss: 1.2427, grad_norm: 17.6644 2020-08-03 07:05:56,175 - mmaction - INFO - Epoch [49][1980/2505] lr: 5.000e-06, eta: 12:34:29, time: 1.908, data_time: 0.003, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8625, loss_cls: 1.2591, loss: 1.2591, grad_norm: 17.9989 2020-08-03 07:06:34,207 - mmaction - INFO - Epoch [49][2000/2505] lr: 5.000e-06, eta: 12:33:50, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8609, loss_cls: 1.3367, loss: 1.3367, grad_norm: 18.7622 2020-08-03 07:07:12,156 - mmaction - INFO - Epoch [49][2020/2505] lr: 5.000e-06, eta: 12:33:10, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8734, loss_cls: 1.2643, loss: 1.2643, grad_norm: 18.0252 2020-08-03 07:07:50,270 - mmaction - INFO - Epoch [49][2040/2505] lr: 5.000e-06, eta: 12:32:30, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8583, loss_cls: 1.3047, loss: 1.3047, grad_norm: 17.6636 2020-08-03 07:08:28,376 - mmaction - INFO - Epoch [49][2060/2505] lr: 5.000e-06, eta: 12:31:50, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8687, loss_cls: 1.2639, loss: 1.2639, grad_norm: 17.6814 2020-08-03 07:09:06,535 - mmaction - INFO - Epoch [49][2080/2505] lr: 5.000e-06, eta: 12:31:11, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8833, loss_cls: 1.2214, loss: 1.2214, grad_norm: 18.0843 2020-08-03 07:09:44,795 - mmaction - INFO - Epoch [49][2100/2505] lr: 5.000e-06, eta: 12:30:31, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8688, loss_cls: 1.3025, loss: 1.3025, grad_norm: 18.3069 2020-08-03 07:10:23,422 - mmaction - INFO - Epoch [49][2120/2505] lr: 5.000e-06, eta: 12:29:52, time: 1.931, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8729, loss_cls: 1.2755, loss: 1.2755, grad_norm: 18.2614 2020-08-03 07:11:01,717 - mmaction - INFO - Epoch [49][2140/2505] lr: 5.000e-06, eta: 12:29:12, time: 1.915, data_time: 0.002, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8646, loss_cls: 1.3010, loss: 1.3010, grad_norm: 18.6862 2020-08-03 07:11:39,916 - mmaction - INFO - Epoch [49][2160/2505] lr: 5.000e-06, eta: 12:28:32, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8714, loss_cls: 1.2556, loss: 1.2556, grad_norm: 17.3267 2020-08-03 07:12:17,931 - mmaction - INFO - Epoch [49][2180/2505] lr: 5.000e-06, eta: 12:27:53, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8745, loss_cls: 1.2595, loss: 1.2595, grad_norm: 17.6176 2020-08-03 07:12:56,003 - mmaction - INFO - Epoch [49][2200/2505] lr: 5.000e-06, eta: 12:27:13, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2487, loss: 1.2487, grad_norm: 17.4149 2020-08-03 07:13:34,035 - mmaction - INFO - Epoch [49][2220/2505] lr: 5.000e-06, eta: 12:26:33, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8823, loss_cls: 1.1546, loss: 1.1546, grad_norm: 17.0526 2020-08-03 07:14:12,087 - mmaction - INFO - Epoch [49][2240/2505] lr: 5.000e-06, eta: 12:25:53, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8719, loss_cls: 1.2370, loss: 1.2370, grad_norm: 17.9010 2020-08-03 07:14:50,182 - mmaction - INFO - Epoch [49][2260/2505] lr: 5.000e-06, eta: 12:25:14, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8760, loss_cls: 1.1955, loss: 1.1955, grad_norm: 17.3837 2020-08-03 07:15:28,884 - mmaction - INFO - Epoch [49][2280/2505] lr: 5.000e-06, eta: 12:24:34, time: 1.935, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8771, loss_cls: 1.2137, loss: 1.2137, grad_norm: 17.3855 2020-08-03 07:16:07,083 - mmaction - INFO - Epoch [49][2300/2505] lr: 5.000e-06, eta: 12:23:55, time: 1.910, data_time: 0.002, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8719, loss_cls: 1.2746, loss: 1.2746, grad_norm: 17.6196 2020-08-03 07:16:45,095 - mmaction - INFO - Epoch [49][2320/2505] lr: 5.000e-06, eta: 12:23:15, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8719, loss_cls: 1.2715, loss: 1.2715, grad_norm: 17.4660 2020-08-03 07:17:23,146 - mmaction - INFO - Epoch [49][2340/2505] lr: 5.000e-06, eta: 12:22:35, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8849, loss_cls: 1.1801, loss: 1.1801, grad_norm: 17.0195 2020-08-03 07:18:01,213 - mmaction - INFO - Epoch [49][2360/2505] lr: 5.000e-06, eta: 12:21:55, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8771, loss_cls: 1.2210, loss: 1.2210, grad_norm: 17.5535 2020-08-03 07:18:39,303 - mmaction - INFO - Epoch [49][2380/2505] lr: 5.000e-06, eta: 12:21:16, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8786, loss_cls: 1.2476, loss: 1.2476, grad_norm: 18.0870 2020-08-03 07:19:17,351 - mmaction - INFO - Epoch [49][2400/2505] lr: 5.000e-06, eta: 12:20:36, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8620, loss_cls: 1.3201, loss: 1.3201, grad_norm: 18.0241 2020-08-03 07:19:55,511 - mmaction - INFO - Epoch [49][2420/2505] lr: 5.000e-06, eta: 12:19:56, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8594, loss_cls: 1.3140, loss: 1.3140, grad_norm: 17.6656 2020-08-03 07:20:33,844 - mmaction - INFO - Epoch [49][2440/2505] lr: 5.000e-06, eta: 12:19:17, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8672, loss_cls: 1.2464, loss: 1.2464, grad_norm: 17.5557 2020-08-03 07:21:12,061 - mmaction - INFO - Epoch [49][2460/2505] lr: 5.000e-06, eta: 12:18:37, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8760, loss_cls: 1.2394, loss: 1.2394, grad_norm: 17.9485 2020-08-03 07:21:50,223 - mmaction - INFO - Epoch [49][2480/2505] lr: 5.000e-06, eta: 12:17:57, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8651, loss_cls: 1.2694, loss: 1.2694, grad_norm: 18.6060 2020-08-03 07:22:28,181 - mmaction - INFO - Epoch [49][2500/2505] lr: 5.000e-06, eta: 12:17:18, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8667, loss_cls: 1.2745, loss: 1.2745, grad_norm: 17.4550 2020-08-03 07:23:59,612 - mmaction - INFO - Epoch [50][20/2505] lr: 5.000e-06, eta: 12:16:40, time: 3.920, data_time: 1.972, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8661, loss_cls: 1.2704, loss: 1.2704, grad_norm: 17.9487 2020-08-03 07:24:38,152 - mmaction - INFO - Epoch [50][40/2505] lr: 5.000e-06, eta: 12:16:01, time: 1.928, data_time: 0.006, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.2594, loss: 1.2594, grad_norm: 17.4940 2020-08-03 07:25:16,694 - mmaction - INFO - Epoch [50][60/2505] lr: 5.000e-06, eta: 12:15:21, time: 1.926, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8745, loss_cls: 1.2348, loss: 1.2348, grad_norm: 17.4773 2020-08-03 07:25:55,116 - mmaction - INFO - Epoch [50][80/2505] lr: 5.000e-06, eta: 12:14:42, time: 1.922, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8755, loss_cls: 1.1920, loss: 1.1920, grad_norm: 17.5646 2020-08-03 07:26:33,185 - mmaction - INFO - Epoch [50][100/2505] lr: 5.000e-06, eta: 12:14:02, time: 1.903, data_time: 0.000, memory: 8520, top1_acc: 0.6844, top5_acc: 0.8536, loss_cls: 1.3749, loss: 1.3749, grad_norm: 18.3613 2020-08-03 07:27:11,458 - mmaction - INFO - Epoch [50][120/2505] lr: 5.000e-06, eta: 12:13:22, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8724, loss_cls: 1.2264, loss: 1.2264, grad_norm: 17.8607 2020-08-03 07:27:49,671 - mmaction - INFO - Epoch [50][140/2505] lr: 5.000e-06, eta: 12:12:43, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8661, loss_cls: 1.2533, loss: 1.2533, grad_norm: 17.7615 2020-08-03 07:28:27,877 - mmaction - INFO - Epoch [50][160/2505] lr: 5.000e-06, eta: 12:12:03, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8849, loss_cls: 1.1992, loss: 1.1992, grad_norm: 17.5098 2020-08-03 07:29:06,202 - mmaction - INFO - Epoch [50][180/2505] lr: 5.000e-06, eta: 12:11:23, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8698, loss_cls: 1.2819, loss: 1.2819, grad_norm: 17.7443 2020-08-03 07:29:44,426 - mmaction - INFO - Epoch [50][200/2505] lr: 5.000e-06, eta: 12:10:44, time: 1.911, data_time: 0.000, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8755, loss_cls: 1.2504, loss: 1.2504, grad_norm: 17.7550 2020-08-03 07:30:22,742 - mmaction - INFO - Epoch [50][220/2505] lr: 5.000e-06, eta: 12:10:04, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8646, loss_cls: 1.2445, loss: 1.2445, grad_norm: 17.6454 2020-08-03 07:31:00,870 - mmaction - INFO - Epoch [50][240/2505] lr: 5.000e-06, eta: 12:09:24, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8688, loss_cls: 1.2612, loss: 1.2612, grad_norm: 18.2124 2020-08-03 07:31:38,927 - mmaction - INFO - Epoch [50][260/2505] lr: 5.000e-06, eta: 12:08:45, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8656, loss_cls: 1.2505, loss: 1.2505, grad_norm: 17.3279 2020-08-03 07:32:17,208 - mmaction - INFO - Epoch [50][280/2505] lr: 5.000e-06, eta: 12:08:05, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8703, loss_cls: 1.2751, loss: 1.2751, grad_norm: 18.0377 2020-08-03 07:32:55,299 - mmaction - INFO - Epoch [50][300/2505] lr: 5.000e-06, eta: 12:07:25, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8458, loss_cls: 1.3627, loss: 1.3627, grad_norm: 18.7350 2020-08-03 07:33:33,477 - mmaction - INFO - Epoch [50][320/2505] lr: 5.000e-06, eta: 12:06:46, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8703, loss_cls: 1.2785, loss: 1.2785, grad_norm: 17.7011 2020-08-03 07:34:11,760 - mmaction - INFO - Epoch [50][340/2505] lr: 5.000e-06, eta: 12:06:06, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8792, loss_cls: 1.2168, loss: 1.2168, grad_norm: 17.6444 2020-08-03 07:34:49,700 - mmaction - INFO - Epoch [50][360/2505] lr: 5.000e-06, eta: 12:05:26, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8714, loss_cls: 1.3057, loss: 1.3057, grad_norm: 18.5051 2020-08-03 07:35:27,919 - mmaction - INFO - Epoch [50][380/2505] lr: 5.000e-06, eta: 12:04:47, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2722, loss: 1.2722, grad_norm: 17.7275 2020-08-03 07:36:06,000 - mmaction - INFO - Epoch [50][400/2505] lr: 5.000e-06, eta: 12:04:07, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8656, loss_cls: 1.2908, loss: 1.2908, grad_norm: 18.3284 2020-08-03 07:36:44,014 - mmaction - INFO - Epoch [50][420/2505] lr: 5.000e-06, eta: 12:03:27, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8672, loss_cls: 1.2448, loss: 1.2448, grad_norm: 17.3800 2020-08-03 07:37:22,109 - mmaction - INFO - Epoch [50][440/2505] lr: 5.000e-06, eta: 12:02:48, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8760, loss_cls: 1.2514, loss: 1.2514, grad_norm: 18.0237 2020-08-03 07:38:00,142 - mmaction - INFO - Epoch [50][460/2505] lr: 5.000e-06, eta: 12:02:08, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8792, loss_cls: 1.2145, loss: 1.2145, grad_norm: 17.6576 2020-08-03 07:38:38,320 - mmaction - INFO - Epoch [50][480/2505] lr: 5.000e-06, eta: 12:01:28, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8688, loss_cls: 1.2672, loss: 1.2672, grad_norm: 17.9617 2020-08-03 07:39:16,369 - mmaction - INFO - Epoch [50][500/2505] lr: 5.000e-06, eta: 12:00:49, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8677, loss_cls: 1.2742, loss: 1.2742, grad_norm: 17.4758 2020-08-03 07:39:54,423 - mmaction - INFO - Epoch [50][520/2505] lr: 5.000e-06, eta: 12:00:09, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8865, loss_cls: 1.1886, loss: 1.1886, grad_norm: 16.9609 2020-08-03 07:40:32,407 - mmaction - INFO - Epoch [50][540/2505] lr: 5.000e-06, eta: 11:59:29, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2233, loss: 1.2233, grad_norm: 17.9363 2020-08-03 07:41:10,500 - mmaction - INFO - Epoch [50][560/2505] lr: 5.000e-06, eta: 11:58:50, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8594, loss_cls: 1.3089, loss: 1.3089, grad_norm: 17.9530 2020-08-03 07:41:48,561 - mmaction - INFO - Epoch [50][580/2505] lr: 5.000e-06, eta: 11:58:10, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8677, loss_cls: 1.3102, loss: 1.3102, grad_norm: 18.0164 2020-08-03 07:42:26,626 - mmaction - INFO - Epoch [50][600/2505] lr: 5.000e-06, eta: 11:57:30, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.2346, loss: 1.2346, grad_norm: 17.8665 2020-08-03 07:43:04,648 - mmaction - INFO - Epoch [50][620/2505] lr: 5.000e-06, eta: 11:56:51, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8646, loss_cls: 1.2621, loss: 1.2621, grad_norm: 18.0824 2020-08-03 07:43:42,755 - mmaction - INFO - Epoch [50][640/2505] lr: 5.000e-06, eta: 11:56:11, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8698, loss_cls: 1.2522, loss: 1.2522, grad_norm: 17.7641 2020-08-03 07:44:20,981 - mmaction - INFO - Epoch [50][660/2505] lr: 5.000e-06, eta: 11:55:31, time: 1.911, data_time: 0.000, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8719, loss_cls: 1.2596, loss: 1.2596, grad_norm: 17.6431 2020-08-03 07:44:59,291 - mmaction - INFO - Epoch [50][680/2505] lr: 5.000e-06, eta: 11:54:52, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8740, loss_cls: 1.2450, loss: 1.2450, grad_norm: 17.4464 2020-08-03 07:45:37,567 - mmaction - INFO - Epoch [50][700/2505] lr: 5.000e-06, eta: 11:54:12, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8677, loss_cls: 1.3078, loss: 1.3078, grad_norm: 18.0074 2020-08-03 07:46:15,845 - mmaction - INFO - Epoch [50][720/2505] lr: 5.000e-06, eta: 11:53:33, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8719, loss_cls: 1.2448, loss: 1.2448, grad_norm: 17.7668 2020-08-03 07:46:53,929 - mmaction - INFO - Epoch [50][740/2505] lr: 5.000e-06, eta: 11:52:53, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.2544, loss: 1.2544, grad_norm: 17.7025 2020-08-03 07:47:32,239 - mmaction - INFO - Epoch [50][760/2505] lr: 5.000e-06, eta: 11:52:13, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8698, loss_cls: 1.2786, loss: 1.2786, grad_norm: 17.9777 2020-08-03 07:48:10,370 - mmaction - INFO - Epoch [50][780/2505] lr: 5.000e-06, eta: 11:51:34, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8667, loss_cls: 1.3009, loss: 1.3009, grad_norm: 17.9980 2020-08-03 07:48:48,651 - mmaction - INFO - Epoch [50][800/2505] lr: 5.000e-06, eta: 11:50:54, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8870, loss_cls: 1.2187, loss: 1.2187, grad_norm: 17.3446 2020-08-03 07:49:26,848 - mmaction - INFO - Epoch [50][820/2505] lr: 5.000e-06, eta: 11:50:14, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8661, loss_cls: 1.2660, loss: 1.2660, grad_norm: 18.0891 2020-08-03 07:50:04,915 - mmaction - INFO - Epoch [50][840/2505] lr: 5.000e-06, eta: 11:49:35, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8656, loss_cls: 1.3045, loss: 1.3045, grad_norm: 18.1977 2020-08-03 07:50:43,108 - mmaction - INFO - Epoch [50][860/2505] lr: 5.000e-06, eta: 11:48:55, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8745, loss_cls: 1.2158, loss: 1.2158, grad_norm: 17.0724 2020-08-03 07:51:21,302 - mmaction - INFO - Epoch [50][880/2505] lr: 5.000e-06, eta: 11:48:16, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8635, loss_cls: 1.3204, loss: 1.3204, grad_norm: 18.8245 2020-08-03 07:51:59,425 - mmaction - INFO - Epoch [50][900/2505] lr: 5.000e-06, eta: 11:47:36, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8760, loss_cls: 1.2387, loss: 1.2387, grad_norm: 18.2134 2020-08-03 07:52:37,591 - mmaction - INFO - Epoch [50][920/2505] lr: 5.000e-06, eta: 11:46:56, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8729, loss_cls: 1.2577, loss: 1.2577, grad_norm: 18.8339 2020-08-03 07:53:15,781 - mmaction - INFO - Epoch [50][940/2505] lr: 5.000e-06, eta: 11:46:17, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7391, top5_acc: 0.8766, loss_cls: 1.1966, loss: 1.1966, grad_norm: 17.0624 2020-08-03 07:53:54,003 - mmaction - INFO - Epoch [50][960/2505] lr: 5.000e-06, eta: 11:45:37, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8688, loss_cls: 1.2603, loss: 1.2603, grad_norm: 17.5107 2020-08-03 07:54:32,398 - mmaction - INFO - Epoch [50][980/2505] lr: 5.000e-06, eta: 11:44:58, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8677, loss_cls: 1.2567, loss: 1.2567, grad_norm: 17.3862 2020-08-03 07:55:10,549 - mmaction - INFO - Epoch [50][1000/2505] lr: 5.000e-06, eta: 11:44:18, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8646, loss_cls: 1.2905, loss: 1.2905, grad_norm: 17.4013 2020-08-03 07:55:48,711 - mmaction - INFO - Epoch [50][1020/2505] lr: 5.000e-06, eta: 11:43:38, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8630, loss_cls: 1.2895, loss: 1.2895, grad_norm: 17.9452 2020-08-03 07:56:26,776 - mmaction - INFO - Epoch [50][1040/2505] lr: 5.000e-06, eta: 11:42:59, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8661, loss_cls: 1.2800, loss: 1.2800, grad_norm: 17.6866 2020-08-03 07:57:04,865 - mmaction - INFO - Epoch [50][1060/2505] lr: 5.000e-06, eta: 11:42:19, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8646, loss_cls: 1.2752, loss: 1.2752, grad_norm: 17.9937 2020-08-03 07:57:43,034 - mmaction - INFO - Epoch [50][1080/2505] lr: 5.000e-06, eta: 11:41:39, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8708, loss_cls: 1.2645, loss: 1.2645, grad_norm: 18.0482 2020-08-03 07:58:21,356 - mmaction - INFO - Epoch [50][1100/2505] lr: 5.000e-06, eta: 11:41:00, time: 1.917, data_time: 0.011, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8667, loss_cls: 1.2482, loss: 1.2482, grad_norm: 17.7859 2020-08-03 07:58:59,361 - mmaction - INFO - Epoch [50][1120/2505] lr: 5.000e-06, eta: 11:40:20, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8667, loss_cls: 1.3219, loss: 1.3219, grad_norm: 18.4431 2020-08-03 07:59:37,628 - mmaction - INFO - Epoch [50][1140/2505] lr: 5.000e-06, eta: 11:39:41, time: 1.913, data_time: 0.000, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8667, loss_cls: 1.2829, loss: 1.2829, grad_norm: 18.4004 2020-08-03 08:00:17,257 - mmaction - INFO - Epoch [50][1160/2505] lr: 5.000e-06, eta: 11:39:02, time: 1.980, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8656, loss_cls: 1.2255, loss: 1.2255, grad_norm: 17.2875 2020-08-03 08:00:55,360 - mmaction - INFO - Epoch [50][1180/2505] lr: 5.000e-06, eta: 11:38:22, time: 1.905, data_time: 0.004, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2429, loss: 1.2429, grad_norm: 17.4410 2020-08-03 08:01:33,431 - mmaction - INFO - Epoch [50][1200/2505] lr: 5.000e-06, eta: 11:37:42, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8734, loss_cls: 1.2399, loss: 1.2399, grad_norm: 17.7004 2020-08-03 08:02:11,639 - mmaction - INFO - Epoch [50][1220/2505] lr: 5.000e-06, eta: 11:37:03, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8807, loss_cls: 1.2421, loss: 1.2421, grad_norm: 17.9099 2020-08-03 08:02:49,935 - mmaction - INFO - Epoch [50][1240/2505] lr: 5.000e-06, eta: 11:36:23, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8818, loss_cls: 1.1909, loss: 1.1909, grad_norm: 17.8382 2020-08-03 08:03:28,168 - mmaction - INFO - Epoch [50][1260/2505] lr: 5.000e-06, eta: 11:35:44, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8807, loss_cls: 1.2132, loss: 1.2132, grad_norm: 17.2010 2020-08-03 08:04:06,381 - mmaction - INFO - Epoch [50][1280/2505] lr: 5.000e-06, eta: 11:35:04, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8833, loss_cls: 1.2195, loss: 1.2195, grad_norm: 17.5272 2020-08-03 08:04:44,599 - mmaction - INFO - Epoch [50][1300/2505] lr: 5.000e-06, eta: 11:34:24, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8724, loss_cls: 1.2475, loss: 1.2475, grad_norm: 17.6396 2020-08-03 08:05:23,778 - mmaction - INFO - Epoch [50][1320/2505] lr: 5.000e-06, eta: 11:33:45, time: 1.958, data_time: 0.000, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8729, loss_cls: 1.2427, loss: 1.2427, grad_norm: 18.1799 2020-08-03 08:06:02,020 - mmaction - INFO - Epoch [50][1340/2505] lr: 5.000e-06, eta: 11:33:06, time: 1.912, data_time: 0.003, memory: 8520, top1_acc: 0.7370, top5_acc: 0.8859, loss_cls: 1.1753, loss: 1.1753, grad_norm: 17.8525 2020-08-03 08:06:40,046 - mmaction - INFO - Epoch [50][1360/2505] lr: 5.000e-06, eta: 11:32:26, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8635, loss_cls: 1.2306, loss: 1.2306, grad_norm: 17.6040 2020-08-03 08:07:18,090 - mmaction - INFO - Epoch [50][1380/2505] lr: 5.000e-06, eta: 11:31:46, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8708, loss_cls: 1.2594, loss: 1.2594, grad_norm: 17.9430 2020-08-03 08:07:56,330 - mmaction - INFO - Epoch [50][1400/2505] lr: 5.000e-06, eta: 11:31:07, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.3558, loss: 1.3558, grad_norm: 18.7075 2020-08-03 08:08:34,417 - mmaction - INFO - Epoch [50][1420/2505] lr: 5.000e-06, eta: 11:30:27, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8672, loss_cls: 1.2673, loss: 1.2673, grad_norm: 17.3963 2020-08-03 08:09:12,684 - mmaction - INFO - Epoch [50][1440/2505] lr: 5.000e-06, eta: 11:29:47, time: 1.913, data_time: 0.000, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8724, loss_cls: 1.2352, loss: 1.2352, grad_norm: 17.8921 2020-08-03 08:09:50,806 - mmaction - INFO - Epoch [50][1460/2505] lr: 5.000e-06, eta: 11:29:08, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7323, top5_acc: 0.8667, loss_cls: 1.2297, loss: 1.2297, grad_norm: 17.4277 2020-08-03 08:10:29,137 - mmaction - INFO - Epoch [50][1480/2505] lr: 5.000e-06, eta: 11:28:28, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8724, loss_cls: 1.2323, loss: 1.2323, grad_norm: 17.7135 2020-08-03 08:11:07,367 - mmaction - INFO - Epoch [50][1500/2505] lr: 5.000e-06, eta: 11:27:49, time: 1.911, data_time: 0.003, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8802, loss_cls: 1.1915, loss: 1.1915, grad_norm: 17.0356 2020-08-03 08:11:45,577 - mmaction - INFO - Epoch [50][1520/2505] lr: 5.000e-06, eta: 11:27:09, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8755, loss_cls: 1.2142, loss: 1.2142, grad_norm: 17.5161 2020-08-03 08:12:23,762 - mmaction - INFO - Epoch [50][1540/2505] lr: 5.000e-06, eta: 11:26:30, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8604, loss_cls: 1.2940, loss: 1.2940, grad_norm: 17.4761 2020-08-03 08:13:01,910 - mmaction - INFO - Epoch [50][1560/2505] lr: 5.000e-06, eta: 11:25:50, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8635, loss_cls: 1.2845, loss: 1.2845, grad_norm: 18.1138 2020-08-03 08:13:40,109 - mmaction - INFO - Epoch [50][1580/2505] lr: 5.000e-06, eta: 11:25:10, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7344, top5_acc: 0.8786, loss_cls: 1.2048, loss: 1.2048, grad_norm: 17.5281 2020-08-03 08:14:18,337 - mmaction - INFO - Epoch [50][1600/2505] lr: 5.000e-06, eta: 11:24:31, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8771, loss_cls: 1.2034, loss: 1.2034, grad_norm: 18.0572 2020-08-03 08:14:56,492 - mmaction - INFO - Epoch [50][1620/2505] lr: 5.000e-06, eta: 11:23:51, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8682, loss_cls: 1.2468, loss: 1.2468, grad_norm: 17.4658 2020-08-03 08:15:35,182 - mmaction - INFO - Epoch [50][1640/2505] lr: 5.000e-06, eta: 11:23:12, time: 1.934, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8807, loss_cls: 1.2225, loss: 1.2225, grad_norm: 18.0273 2020-08-03 08:16:13,282 - mmaction - INFO - Epoch [50][1660/2505] lr: 5.000e-06, eta: 11:22:32, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8687, loss_cls: 1.2252, loss: 1.2252, grad_norm: 17.6898 2020-08-03 08:16:51,498 - mmaction - INFO - Epoch [50][1680/2505] lr: 5.000e-06, eta: 11:21:53, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8760, loss_cls: 1.2227, loss: 1.2227, grad_norm: 17.2664 2020-08-03 08:17:29,678 - mmaction - INFO - Epoch [50][1700/2505] lr: 5.000e-06, eta: 11:21:13, time: 1.908, data_time: 0.000, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8734, loss_cls: 1.2205, loss: 1.2205, grad_norm: 17.6931 2020-08-03 08:18:07,902 - mmaction - INFO - Epoch [50][1720/2505] lr: 5.000e-06, eta: 11:20:34, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8594, loss_cls: 1.2934, loss: 1.2934, grad_norm: 17.9590 2020-08-03 08:18:46,158 - mmaction - INFO - Epoch [50][1740/2505] lr: 5.000e-06, eta: 11:19:54, time: 1.912, data_time: 0.000, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8651, loss_cls: 1.2692, loss: 1.2692, grad_norm: 17.5795 2020-08-03 08:19:24,303 - mmaction - INFO - Epoch [50][1760/2505] lr: 5.000e-06, eta: 11:19:14, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8776, loss_cls: 1.2237, loss: 1.2237, grad_norm: 17.3781 2020-08-03 08:20:02,420 - mmaction - INFO - Epoch [50][1780/2505] lr: 5.000e-06, eta: 11:18:35, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8745, loss_cls: 1.2351, loss: 1.2351, grad_norm: 17.6861 2020-08-03 08:20:40,666 - mmaction - INFO - Epoch [50][1800/2505] lr: 5.000e-06, eta: 11:17:55, time: 1.912, data_time: 0.000, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.2191, loss: 1.2191, grad_norm: 18.1704 2020-08-03 08:21:18,898 - mmaction - INFO - Epoch [50][1820/2505] lr: 5.000e-06, eta: 11:17:16, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8823, loss_cls: 1.2624, loss: 1.2624, grad_norm: 17.8403 2020-08-03 08:21:57,013 - mmaction - INFO - Epoch [50][1840/2505] lr: 5.000e-06, eta: 11:16:36, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8740, loss_cls: 1.2205, loss: 1.2205, grad_norm: 17.0636 2020-08-03 08:22:35,237 - mmaction - INFO - Epoch [50][1860/2505] lr: 5.000e-06, eta: 11:15:57, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8755, loss_cls: 1.2389, loss: 1.2389, grad_norm: 18.4104 2020-08-03 08:23:13,426 - mmaction - INFO - Epoch [50][1880/2505] lr: 5.000e-06, eta: 11:15:17, time: 1.909, data_time: 0.000, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8823, loss_cls: 1.1863, loss: 1.1863, grad_norm: 17.2481 2020-08-03 08:23:51,576 - mmaction - INFO - Epoch [50][1900/2505] lr: 5.000e-06, eta: 11:14:37, time: 1.907, data_time: 0.000, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8677, loss_cls: 1.2914, loss: 1.2914, grad_norm: 18.4788 2020-08-03 08:24:29,834 - mmaction - INFO - Epoch [50][1920/2505] lr: 5.000e-06, eta: 11:13:58, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8495, loss_cls: 1.3545, loss: 1.3545, grad_norm: 17.6317 2020-08-03 08:25:07,826 - mmaction - INFO - Epoch [50][1940/2505] lr: 5.000e-06, eta: 11:13:18, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8682, loss_cls: 1.2606, loss: 1.2606, grad_norm: 17.2227 2020-08-03 08:25:45,932 - mmaction - INFO - Epoch [50][1960/2505] lr: 5.000e-06, eta: 11:12:39, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8667, loss_cls: 1.2295, loss: 1.2295, grad_norm: 17.7900 2020-08-03 08:26:24,194 - mmaction - INFO - Epoch [50][1980/2505] lr: 5.000e-06, eta: 11:11:59, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8490, loss_cls: 1.3576, loss: 1.3576, grad_norm: 18.8015 2020-08-03 08:27:02,250 - mmaction - INFO - Epoch [50][2000/2505] lr: 5.000e-06, eta: 11:11:19, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8771, loss_cls: 1.2514, loss: 1.2514, grad_norm: 18.6555 2020-08-03 08:27:40,401 - mmaction - INFO - Epoch [50][2020/2505] lr: 5.000e-06, eta: 11:10:40, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8792, loss_cls: 1.2029, loss: 1.2029, grad_norm: 17.6120 2020-08-03 08:28:18,620 - mmaction - INFO - Epoch [50][2040/2505] lr: 5.000e-06, eta: 11:10:00, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8646, loss_cls: 1.2814, loss: 1.2814, grad_norm: 18.2160 2020-08-03 08:28:56,779 - mmaction - INFO - Epoch [50][2060/2505] lr: 5.000e-06, eta: 11:09:21, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8609, loss_cls: 1.2711, loss: 1.2711, grad_norm: 17.8680 2020-08-03 08:29:34,959 - mmaction - INFO - Epoch [50][2080/2505] lr: 5.000e-06, eta: 11:08:41, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8724, loss_cls: 1.2658, loss: 1.2658, grad_norm: 17.9841 2020-08-03 08:30:13,088 - mmaction - INFO - Epoch [50][2100/2505] lr: 5.000e-06, eta: 11:08:02, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8661, loss_cls: 1.2723, loss: 1.2723, grad_norm: 17.9294 2020-08-03 08:30:51,183 - mmaction - INFO - Epoch [50][2120/2505] lr: 5.000e-06, eta: 11:07:22, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8818, loss_cls: 1.2058, loss: 1.2058, grad_norm: 17.9234 2020-08-03 08:31:29,360 - mmaction - INFO - Epoch [50][2140/2505] lr: 5.000e-06, eta: 11:06:42, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8677, loss_cls: 1.2707, loss: 1.2707, grad_norm: 17.8409 2020-08-03 08:32:07,512 - mmaction - INFO - Epoch [50][2160/2505] lr: 5.000e-06, eta: 11:06:03, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8656, loss_cls: 1.2749, loss: 1.2749, grad_norm: 17.7974 2020-08-03 08:32:45,748 - mmaction - INFO - Epoch [50][2180/2505] lr: 5.000e-06, eta: 11:05:23, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8807, loss_cls: 1.1933, loss: 1.1933, grad_norm: 17.8556 2020-08-03 08:33:23,838 - mmaction - INFO - Epoch [50][2200/2505] lr: 5.000e-06, eta: 11:04:44, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8578, loss_cls: 1.2986, loss: 1.2986, grad_norm: 17.7982 2020-08-03 08:34:02,131 - mmaction - INFO - Epoch [50][2220/2505] lr: 5.000e-06, eta: 11:04:04, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8677, loss_cls: 1.2883, loss: 1.2883, grad_norm: 17.9207 2020-08-03 08:34:40,349 - mmaction - INFO - Epoch [50][2240/2505] lr: 5.000e-06, eta: 11:03:25, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8563, loss_cls: 1.3243, loss: 1.3243, grad_norm: 17.3907 2020-08-03 08:35:18,563 - mmaction - INFO - Epoch [50][2260/2505] lr: 5.000e-06, eta: 11:02:45, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8802, loss_cls: 1.2336, loss: 1.2336, grad_norm: 17.6361 2020-08-03 08:35:56,826 - mmaction - INFO - Epoch [50][2280/2505] lr: 5.000e-06, eta: 11:02:06, time: 1.913, data_time: 0.000, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8724, loss_cls: 1.2535, loss: 1.2535, grad_norm: 17.8652 2020-08-03 08:36:35,537 - mmaction - INFO - Epoch [50][2300/2505] lr: 5.000e-06, eta: 11:01:26, time: 1.935, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8703, loss_cls: 1.2233, loss: 1.2233, grad_norm: 17.6192 2020-08-03 08:37:13,670 - mmaction - INFO - Epoch [50][2320/2505] lr: 5.000e-06, eta: 11:00:47, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8708, loss_cls: 1.2145, loss: 1.2145, grad_norm: 17.5164 2020-08-03 08:37:51,985 - mmaction - INFO - Epoch [50][2340/2505] lr: 5.000e-06, eta: 11:00:07, time: 1.915, data_time: 0.000, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8734, loss_cls: 1.2646, loss: 1.2646, grad_norm: 17.4485 2020-08-03 08:38:30,183 - mmaction - INFO - Epoch [50][2360/2505] lr: 5.000e-06, eta: 10:59:28, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8776, loss_cls: 1.2344, loss: 1.2344, grad_norm: 17.7722 2020-08-03 08:39:08,365 - mmaction - INFO - Epoch [50][2380/2505] lr: 5.000e-06, eta: 10:58:48, time: 1.909, data_time: 0.000, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8693, loss_cls: 1.2549, loss: 1.2549, grad_norm: 18.2383 2020-08-03 08:39:46,441 - mmaction - INFO - Epoch [50][2400/2505] lr: 5.000e-06, eta: 10:58:08, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8729, loss_cls: 1.2466, loss: 1.2466, grad_norm: 18.3290 2020-08-03 08:40:25,157 - mmaction - INFO - Epoch [50][2420/2505] lr: 5.000e-06, eta: 10:57:29, time: 1.936, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8573, loss_cls: 1.3212, loss: 1.3212, grad_norm: 18.6732 2020-08-03 08:41:03,201 - mmaction - INFO - Epoch [50][2440/2505] lr: 5.000e-06, eta: 10:56:50, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8615, loss_cls: 1.2929, loss: 1.2929, grad_norm: 17.9305 2020-08-03 08:41:41,163 - mmaction - INFO - Epoch [50][2460/2505] lr: 5.000e-06, eta: 10:56:10, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8740, loss_cls: 1.2509, loss: 1.2509, grad_norm: 17.9134 2020-08-03 08:42:19,297 - mmaction - INFO - Epoch [50][2480/2505] lr: 5.000e-06, eta: 10:55:30, time: 1.906, data_time: 0.000, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8786, loss_cls: 1.2441, loss: 1.2441, grad_norm: 17.9186 2020-08-03 08:42:57,204 - mmaction - INFO - Epoch [50][2500/2505] lr: 5.000e-06, eta: 10:54:51, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8682, loss_cls: 1.2752, loss: 1.2752, grad_norm: 17.8293 2020-08-03 08:43:09,108 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-08-03 08:44:11,661 - mmaction - INFO - Epoch [51][20/2505] lr: 5.000e-06, eta: 10:54:06, time: 3.104, data_time: 1.182, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8760, loss_cls: 1.2314, loss: 1.2314, grad_norm: 18.3232 2020-08-03 08:44:50,393 - mmaction - INFO - Epoch [51][40/2505] lr: 5.000e-06, eta: 10:53:27, time: 1.937, data_time: 0.005, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8661, loss_cls: 1.2784, loss: 1.2784, grad_norm: 17.9341 2020-08-03 08:45:29,311 - mmaction - INFO - Epoch [51][60/2505] lr: 5.000e-06, eta: 10:52:47, time: 1.946, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8786, loss_cls: 1.2237, loss: 1.2237, grad_norm: 17.6748 2020-08-03 08:46:07,670 - mmaction - INFO - Epoch [51][80/2505] lr: 5.000e-06, eta: 10:52:08, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8724, loss_cls: 1.2524, loss: 1.2524, grad_norm: 17.5079 2020-08-03 08:46:45,939 - mmaction - INFO - Epoch [51][100/2505] lr: 5.000e-06, eta: 10:51:28, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8672, loss_cls: 1.3077, loss: 1.3077, grad_norm: 18.2419 2020-08-03 08:47:24,296 - mmaction - INFO - Epoch [51][120/2505] lr: 5.000e-06, eta: 10:50:49, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7349, top5_acc: 0.8766, loss_cls: 1.1812, loss: 1.1812, grad_norm: 17.1266 2020-08-03 08:48:02,527 - mmaction - INFO - Epoch [51][140/2505] lr: 5.000e-06, eta: 10:50:09, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8802, loss_cls: 1.1610, loss: 1.1610, grad_norm: 17.1918 2020-08-03 08:48:40,859 - mmaction - INFO - Epoch [51][160/2505] lr: 5.000e-06, eta: 10:49:30, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8589, loss_cls: 1.3269, loss: 1.3269, grad_norm: 17.9800 2020-08-03 08:49:19,108 - mmaction - INFO - Epoch [51][180/2505] lr: 5.000e-06, eta: 10:48:50, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8807, loss_cls: 1.2129, loss: 1.2129, grad_norm: 17.5770 2020-08-03 08:49:57,231 - mmaction - INFO - Epoch [51][200/2505] lr: 5.000e-06, eta: 10:48:11, time: 1.906, data_time: 0.000, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8703, loss_cls: 1.2527, loss: 1.2527, grad_norm: 17.5067 2020-08-03 08:50:35,614 - mmaction - INFO - Epoch [51][220/2505] lr: 5.000e-06, eta: 10:47:31, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8630, loss_cls: 1.2745, loss: 1.2745, grad_norm: 18.1532 2020-08-03 08:51:13,767 - mmaction - INFO - Epoch [51][240/2505] lr: 5.000e-06, eta: 10:46:52, time: 1.908, data_time: 0.003, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8599, loss_cls: 1.3508, loss: 1.3508, grad_norm: 17.9839 2020-08-03 08:51:52,006 - mmaction - INFO - Epoch [51][260/2505] lr: 5.000e-06, eta: 10:46:12, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8604, loss_cls: 1.2802, loss: 1.2802, grad_norm: 17.6551 2020-08-03 08:52:30,301 - mmaction - INFO - Epoch [51][280/2505] lr: 5.000e-06, eta: 10:45:33, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8578, loss_cls: 1.3094, loss: 1.3094, grad_norm: 17.8303 2020-08-03 08:53:08,538 - mmaction - INFO - Epoch [51][300/2505] lr: 5.000e-06, eta: 10:44:53, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8667, loss_cls: 1.2427, loss: 1.2427, grad_norm: 18.4551 2020-08-03 08:53:46,715 - mmaction - INFO - Epoch [51][320/2505] lr: 5.000e-06, eta: 10:44:14, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.2287, loss: 1.2287, grad_norm: 17.7204 2020-08-03 08:54:24,879 - mmaction - INFO - Epoch [51][340/2505] lr: 5.000e-06, eta: 10:43:34, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8703, loss_cls: 1.2427, loss: 1.2427, grad_norm: 17.7325 2020-08-03 08:55:03,013 - mmaction - INFO - Epoch [51][360/2505] lr: 5.000e-06, eta: 10:42:55, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8812, loss_cls: 1.1796, loss: 1.1796, grad_norm: 17.5389 2020-08-03 08:55:41,041 - mmaction - INFO - Epoch [51][380/2505] lr: 5.000e-06, eta: 10:42:15, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8672, loss_cls: 1.2812, loss: 1.2812, grad_norm: 17.8048 2020-08-03 08:56:19,230 - mmaction - INFO - Epoch [51][400/2505] lr: 5.000e-06, eta: 10:41:35, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8672, loss_cls: 1.2599, loss: 1.2599, grad_norm: 17.4851 2020-08-03 08:56:57,447 - mmaction - INFO - Epoch [51][420/2505] lr: 5.000e-06, eta: 10:40:56, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3303, loss: 1.3303, grad_norm: 18.1982 2020-08-03 08:57:35,722 - mmaction - INFO - Epoch [51][440/2505] lr: 5.000e-06, eta: 10:40:16, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8667, loss_cls: 1.2816, loss: 1.2816, grad_norm: 17.6229 2020-08-03 08:58:13,942 - mmaction - INFO - Epoch [51][460/2505] lr: 5.000e-06, eta: 10:39:37, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7250, top5_acc: 0.8734, loss_cls: 1.2327, loss: 1.2327, grad_norm: 17.9323 2020-08-03 08:58:52,115 - mmaction - INFO - Epoch [51][480/2505] lr: 5.000e-06, eta: 10:38:57, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7286, top5_acc: 0.8792, loss_cls: 1.2052, loss: 1.2052, grad_norm: 17.8291 2020-08-03 08:59:30,393 - mmaction - INFO - Epoch [51][500/2505] lr: 5.000e-06, eta: 10:38:18, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8724, loss_cls: 1.2628, loss: 1.2628, grad_norm: 18.7190 2020-08-03 09:00:09,922 - mmaction - INFO - Epoch [51][520/2505] lr: 5.000e-06, eta: 10:37:39, time: 1.976, data_time: 0.001, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8771, loss_cls: 1.2277, loss: 1.2277, grad_norm: 17.7506 2020-08-03 09:00:48,243 - mmaction - INFO - Epoch [51][540/2505] lr: 5.000e-06, eta: 10:36:59, time: 1.917, data_time: 0.005, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8656, loss_cls: 1.3128, loss: 1.3128, grad_norm: 17.8785 2020-08-03 09:01:26,490 - mmaction - INFO - Epoch [51][560/2505] lr: 5.000e-06, eta: 10:36:20, time: 1.912, data_time: 0.002, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8807, loss_cls: 1.1857, loss: 1.1857, grad_norm: 17.5396 2020-08-03 09:02:04,577 - mmaction - INFO - Epoch [51][580/2505] lr: 5.000e-06, eta: 10:35:40, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8755, loss_cls: 1.2657, loss: 1.2657, grad_norm: 18.3450 2020-08-03 09:02:42,616 - mmaction - INFO - Epoch [51][600/2505] lr: 5.000e-06, eta: 10:35:01, time: 1.901, data_time: 0.000, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8786, loss_cls: 1.2097, loss: 1.2097, grad_norm: 17.0642 2020-08-03 09:03:20,679 - mmaction - INFO - Epoch [51][620/2505] lr: 5.000e-06, eta: 10:34:21, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7312, top5_acc: 0.8682, loss_cls: 1.2420, loss: 1.2420, grad_norm: 17.5243 2020-08-03 09:03:58,830 - mmaction - INFO - Epoch [51][640/2505] lr: 5.000e-06, eta: 10:33:42, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8583, loss_cls: 1.2895, loss: 1.2895, grad_norm: 17.6377 2020-08-03 09:04:36,879 - mmaction - INFO - Epoch [51][660/2505] lr: 5.000e-06, eta: 10:33:02, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8698, loss_cls: 1.2661, loss: 1.2661, grad_norm: 18.5284 2020-08-03 09:05:15,757 - mmaction - INFO - Epoch [51][680/2505] lr: 5.000e-06, eta: 10:32:23, time: 1.944, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8682, loss_cls: 1.2395, loss: 1.2395, grad_norm: 18.2048 2020-08-03 09:05:54,120 - mmaction - INFO - Epoch [51][700/2505] lr: 5.000e-06, eta: 10:31:43, time: 1.919, data_time: 0.003, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8755, loss_cls: 1.2375, loss: 1.2375, grad_norm: 18.0929 2020-08-03 09:06:32,353 - mmaction - INFO - Epoch [51][720/2505] lr: 5.000e-06, eta: 10:31:04, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8708, loss_cls: 1.2765, loss: 1.2765, grad_norm: 18.1605 2020-08-03 09:07:10,635 - mmaction - INFO - Epoch [51][740/2505] lr: 5.000e-06, eta: 10:30:24, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8786, loss_cls: 1.2251, loss: 1.2251, grad_norm: 17.7170 2020-08-03 09:07:48,892 - mmaction - INFO - Epoch [51][760/2505] lr: 5.000e-06, eta: 10:29:45, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8609, loss_cls: 1.2831, loss: 1.2831, grad_norm: 18.6640 2020-08-03 09:08:27,083 - mmaction - INFO - Epoch [51][780/2505] lr: 5.000e-06, eta: 10:29:05, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8667, loss_cls: 1.2782, loss: 1.2782, grad_norm: 18.0964 2020-08-03 09:09:05,255 - mmaction - INFO - Epoch [51][800/2505] lr: 5.000e-06, eta: 10:28:26, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8698, loss_cls: 1.2718, loss: 1.2718, grad_norm: 17.5561 2020-08-03 09:09:43,356 - mmaction - INFO - Epoch [51][820/2505] lr: 5.000e-06, eta: 10:27:46, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8729, loss_cls: 1.2306, loss: 1.2306, grad_norm: 17.4539 2020-08-03 09:10:21,826 - mmaction - INFO - Epoch [51][840/2505] lr: 5.000e-06, eta: 10:27:07, time: 1.923, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8708, loss_cls: 1.2400, loss: 1.2400, grad_norm: 17.7084 2020-08-03 09:10:59,866 - mmaction - INFO - Epoch [51][860/2505] lr: 5.000e-06, eta: 10:26:27, time: 1.902, data_time: 0.002, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8750, loss_cls: 1.2554, loss: 1.2554, grad_norm: 17.5563 2020-08-03 09:11:37,905 - mmaction - INFO - Epoch [51][880/2505] lr: 5.000e-06, eta: 10:25:48, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8766, loss_cls: 1.2241, loss: 1.2241, grad_norm: 17.8624 2020-08-03 09:12:16,141 - mmaction - INFO - Epoch [51][900/2505] lr: 5.000e-06, eta: 10:25:08, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8719, loss_cls: 1.2371, loss: 1.2371, grad_norm: 17.9398 2020-08-03 09:12:54,427 - mmaction - INFO - Epoch [51][920/2505] lr: 5.000e-06, eta: 10:24:29, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8656, loss_cls: 1.2702, loss: 1.2702, grad_norm: 18.2257 2020-08-03 09:13:32,662 - mmaction - INFO - Epoch [51][940/2505] lr: 5.000e-06, eta: 10:23:49, time: 1.911, data_time: 0.000, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8594, loss_cls: 1.3273, loss: 1.3273, grad_norm: 18.0271 2020-08-03 09:14:10,900 - mmaction - INFO - Epoch [51][960/2505] lr: 5.000e-06, eta: 10:23:10, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8599, loss_cls: 1.3091, loss: 1.3091, grad_norm: 18.7374 2020-08-03 09:14:49,162 - mmaction - INFO - Epoch [51][980/2505] lr: 5.000e-06, eta: 10:22:30, time: 1.913, data_time: 0.000, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8786, loss_cls: 1.2190, loss: 1.2190, grad_norm: 18.0198 2020-08-03 09:15:27,552 - mmaction - INFO - Epoch [51][1000/2505] lr: 5.000e-06, eta: 10:21:51, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8714, loss_cls: 1.2721, loss: 1.2721, grad_norm: 18.1808 2020-08-03 09:16:05,921 - mmaction - INFO - Epoch [51][1020/2505] lr: 5.000e-06, eta: 10:21:11, time: 1.918, data_time: 0.002, memory: 8520, top1_acc: 0.7286, top5_acc: 0.8792, loss_cls: 1.1990, loss: 1.1990, grad_norm: 18.1086 2020-08-03 09:16:43,997 - mmaction - INFO - Epoch [51][1040/2505] lr: 5.000e-06, eta: 10:20:32, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8651, loss_cls: 1.2728, loss: 1.2728, grad_norm: 17.8665 2020-08-03 09:17:22,022 - mmaction - INFO - Epoch [51][1060/2505] lr: 5.000e-06, eta: 10:19:52, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8776, loss_cls: 1.2208, loss: 1.2208, grad_norm: 18.3031 2020-08-03 09:18:00,132 - mmaction - INFO - Epoch [51][1080/2505] lr: 5.000e-06, eta: 10:19:13, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8771, loss_cls: 1.2308, loss: 1.2308, grad_norm: 18.4687 2020-08-03 09:18:38,329 - mmaction - INFO - Epoch [51][1100/2505] lr: 5.000e-06, eta: 10:18:33, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8786, loss_cls: 1.2104, loss: 1.2104, grad_norm: 17.4263 2020-08-03 09:19:16,480 - mmaction - INFO - Epoch [51][1120/2505] lr: 5.000e-06, eta: 10:17:54, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8792, loss_cls: 1.2834, loss: 1.2834, grad_norm: 18.1513 2020-08-03 09:19:54,613 - mmaction - INFO - Epoch [51][1140/2505] lr: 5.000e-06, eta: 10:17:14, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8781, loss_cls: 1.2365, loss: 1.2365, grad_norm: 17.8829 2020-08-03 09:20:32,821 - mmaction - INFO - Epoch [51][1160/2505] lr: 5.000e-06, eta: 10:16:35, time: 1.910, data_time: 0.000, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8578, loss_cls: 1.3100, loss: 1.3100, grad_norm: 18.2984 2020-08-03 09:21:11,036 - mmaction - INFO - Epoch [51][1180/2505] lr: 5.000e-06, eta: 10:15:55, time: 1.911, data_time: 0.004, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8755, loss_cls: 1.2085, loss: 1.2085, grad_norm: 17.7263 2020-08-03 09:21:49,221 - mmaction - INFO - Epoch [51][1200/2505] lr: 5.000e-06, eta: 10:15:16, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8661, loss_cls: 1.3294, loss: 1.3294, grad_norm: 19.0766 2020-08-03 09:22:27,457 - mmaction - INFO - Epoch [51][1220/2505] lr: 5.000e-06, eta: 10:14:36, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8677, loss_cls: 1.2046, loss: 1.2046, grad_norm: 18.3003 2020-08-03 09:23:05,588 - mmaction - INFO - Epoch [51][1240/2505] lr: 5.000e-06, eta: 10:13:57, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8771, loss_cls: 1.2326, loss: 1.2326, grad_norm: 17.2128 2020-08-03 09:23:43,766 - mmaction - INFO - Epoch [51][1260/2505] lr: 5.000e-06, eta: 10:13:17, time: 1.908, data_time: 0.000, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8714, loss_cls: 1.2425, loss: 1.2425, grad_norm: 17.8324 2020-08-03 09:24:22,032 - mmaction - INFO - Epoch [51][1280/2505] lr: 5.000e-06, eta: 10:12:38, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8620, loss_cls: 1.2773, loss: 1.2773, grad_norm: 18.1123 2020-08-03 09:25:00,151 - mmaction - INFO - Epoch [51][1300/2505] lr: 5.000e-06, eta: 10:11:58, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8708, loss_cls: 1.2555, loss: 1.2555, grad_norm: 18.2756 2020-08-03 09:25:38,307 - mmaction - INFO - Epoch [51][1320/2505] lr: 5.000e-06, eta: 10:11:19, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8807, loss_cls: 1.2344, loss: 1.2344, grad_norm: 17.9238 2020-08-03 09:26:16,476 - mmaction - INFO - Epoch [51][1340/2505] lr: 5.000e-06, eta: 10:10:39, time: 1.909, data_time: 0.003, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8542, loss_cls: 1.3274, loss: 1.3274, grad_norm: 18.3888 2020-08-03 09:26:54,614 - mmaction - INFO - Epoch [51][1360/2505] lr: 5.000e-06, eta: 10:10:00, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8667, loss_cls: 1.2839, loss: 1.2839, grad_norm: 17.4968 2020-08-03 09:27:32,726 - mmaction - INFO - Epoch [51][1380/2505] lr: 5.000e-06, eta: 10:09:20, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8797, loss_cls: 1.2075, loss: 1.2075, grad_norm: 17.5101 2020-08-03 09:28:10,845 - mmaction - INFO - Epoch [51][1400/2505] lr: 5.000e-06, eta: 10:08:41, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8776, loss_cls: 1.2238, loss: 1.2238, grad_norm: 17.4886 2020-08-03 09:28:48,981 - mmaction - INFO - Epoch [51][1420/2505] lr: 5.000e-06, eta: 10:08:01, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8620, loss_cls: 1.3126, loss: 1.3126, grad_norm: 18.2112 2020-08-03 09:29:27,205 - mmaction - INFO - Epoch [51][1440/2505] lr: 5.000e-06, eta: 10:07:22, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8656, loss_cls: 1.2753, loss: 1.2753, grad_norm: 17.7251 2020-08-03 09:30:05,348 - mmaction - INFO - Epoch [51][1460/2505] lr: 5.000e-06, eta: 10:06:42, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8682, loss_cls: 1.2672, loss: 1.2672, grad_norm: 17.5163 2020-08-03 09:30:43,649 - mmaction - INFO - Epoch [51][1480/2505] lr: 5.000e-06, eta: 10:06:03, time: 1.914, data_time: 0.000, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8661, loss_cls: 1.2864, loss: 1.2864, grad_norm: 18.4295 2020-08-03 09:31:22,013 - mmaction - INFO - Epoch [51][1500/2505] lr: 5.000e-06, eta: 10:05:23, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8641, loss_cls: 1.3178, loss: 1.3178, grad_norm: 18.3636 2020-08-03 09:32:00,164 - mmaction - INFO - Epoch [51][1520/2505] lr: 5.000e-06, eta: 10:04:44, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8802, loss_cls: 1.2216, loss: 1.2216, grad_norm: 17.7451 2020-08-03 09:32:38,390 - mmaction - INFO - Epoch [51][1540/2505] lr: 5.000e-06, eta: 10:04:04, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8724, loss_cls: 1.2541, loss: 1.2541, grad_norm: 17.2495 2020-08-03 09:33:16,510 - mmaction - INFO - Epoch [51][1560/2505] lr: 5.000e-06, eta: 10:03:25, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8802, loss_cls: 1.1961, loss: 1.1961, grad_norm: 17.8827 2020-08-03 09:33:54,676 - mmaction - INFO - Epoch [51][1580/2505] lr: 5.000e-06, eta: 10:02:45, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8672, loss_cls: 1.2612, loss: 1.2612, grad_norm: 18.3016 2020-08-03 09:34:32,788 - mmaction - INFO - Epoch [51][1600/2505] lr: 5.000e-06, eta: 10:02:06, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8661, loss_cls: 1.2767, loss: 1.2767, grad_norm: 17.9972 2020-08-03 09:35:11,007 - mmaction - INFO - Epoch [51][1620/2505] lr: 5.000e-06, eta: 10:01:26, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8724, loss_cls: 1.2367, loss: 1.2367, grad_norm: 18.1097 2020-08-03 09:35:49,087 - mmaction - INFO - Epoch [51][1640/2505] lr: 5.000e-06, eta: 10:00:47, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2778, loss: 1.2778, grad_norm: 17.8411 2020-08-03 09:36:27,320 - mmaction - INFO - Epoch [51][1660/2505] lr: 5.000e-06, eta: 10:00:07, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8818, loss_cls: 1.2077, loss: 1.2077, grad_norm: 17.2749 2020-08-03 09:37:05,487 - mmaction - INFO - Epoch [51][1680/2505] lr: 5.000e-06, eta: 9:59:28, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8729, loss_cls: 1.2914, loss: 1.2914, grad_norm: 17.6442 2020-08-03 09:37:43,685 - mmaction - INFO - Epoch [51][1700/2505] lr: 5.000e-06, eta: 9:58:48, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8719, loss_cls: 1.2303, loss: 1.2303, grad_norm: 17.8101 2020-08-03 09:38:21,806 - mmaction - INFO - Epoch [51][1720/2505] lr: 5.000e-06, eta: 9:58:09, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8698, loss_cls: 1.2310, loss: 1.2310, grad_norm: 18.1442 2020-08-03 09:39:00,044 - mmaction - INFO - Epoch [51][1740/2505] lr: 5.000e-06, eta: 9:57:30, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8682, loss_cls: 1.2696, loss: 1.2696, grad_norm: 18.0165 2020-08-03 09:39:38,124 - mmaction - INFO - Epoch [51][1760/2505] lr: 5.000e-06, eta: 9:56:50, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8589, loss_cls: 1.3136, loss: 1.3136, grad_norm: 18.3976 2020-08-03 09:40:16,126 - mmaction - INFO - Epoch [51][1780/2505] lr: 5.000e-06, eta: 9:56:10, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8766, loss_cls: 1.2051, loss: 1.2051, grad_norm: 18.0919 2020-08-03 09:40:54,235 - mmaction - INFO - Epoch [51][1800/2505] lr: 5.000e-06, eta: 9:55:31, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8714, loss_cls: 1.2497, loss: 1.2497, grad_norm: 18.1053 2020-08-03 09:41:32,359 - mmaction - INFO - Epoch [51][1820/2505] lr: 5.000e-06, eta: 9:54:52, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8656, loss_cls: 1.2302, loss: 1.2302, grad_norm: 17.6397 2020-08-03 09:42:10,278 - mmaction - INFO - Epoch [51][1840/2505] lr: 5.000e-06, eta: 9:54:12, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8734, loss_cls: 1.2369, loss: 1.2369, grad_norm: 17.9008 2020-08-03 09:42:48,317 - mmaction - INFO - Epoch [51][1860/2505] lr: 5.000e-06, eta: 9:53:32, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8792, loss_cls: 1.2488, loss: 1.2488, grad_norm: 17.6277 2020-08-03 09:43:26,288 - mmaction - INFO - Epoch [51][1880/2505] lr: 5.000e-06, eta: 9:52:53, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8740, loss_cls: 1.2517, loss: 1.2517, grad_norm: 18.4518 2020-08-03 09:44:04,174 - mmaction - INFO - Epoch [51][1900/2505] lr: 5.000e-06, eta: 9:52:13, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8708, loss_cls: 1.2749, loss: 1.2749, grad_norm: 18.1681 2020-08-03 09:44:42,187 - mmaction - INFO - Epoch [51][1920/2505] lr: 5.000e-06, eta: 9:51:34, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8651, loss_cls: 1.2507, loss: 1.2507, grad_norm: 18.5065 2020-08-03 09:45:20,183 - mmaction - INFO - Epoch [51][1940/2505] lr: 5.000e-06, eta: 9:50:54, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8802, loss_cls: 1.2066, loss: 1.2066, grad_norm: 17.9876 2020-08-03 09:45:58,152 - mmaction - INFO - Epoch [51][1960/2505] lr: 5.000e-06, eta: 9:50:15, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8734, loss_cls: 1.2468, loss: 1.2468, grad_norm: 17.6200 2020-08-03 09:46:36,152 - mmaction - INFO - Epoch [51][1980/2505] lr: 5.000e-06, eta: 9:49:35, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8849, loss_cls: 1.2041, loss: 1.2041, grad_norm: 18.0395 2020-08-03 09:47:14,063 - mmaction - INFO - Epoch [51][2000/2505] lr: 5.000e-06, eta: 9:48:56, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8755, loss_cls: 1.2206, loss: 1.2206, grad_norm: 17.6075 2020-08-03 09:47:52,114 - mmaction - INFO - Epoch [51][2020/2505] lr: 5.000e-06, eta: 9:48:16, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8771, loss_cls: 1.2206, loss: 1.2206, grad_norm: 17.9900 2020-08-03 09:48:30,082 - mmaction - INFO - Epoch [51][2040/2505] lr: 5.000e-06, eta: 9:47:37, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.2260, loss: 1.2260, grad_norm: 17.7346 2020-08-03 09:49:07,972 - mmaction - INFO - Epoch [51][2060/2505] lr: 5.000e-06, eta: 9:46:57, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8698, loss_cls: 1.2679, loss: 1.2679, grad_norm: 17.8407 2020-08-03 09:49:45,918 - mmaction - INFO - Epoch [51][2080/2505] lr: 5.000e-06, eta: 9:46:18, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8661, loss_cls: 1.2911, loss: 1.2911, grad_norm: 17.9990 2020-08-03 09:50:23,808 - mmaction - INFO - Epoch [51][2100/2505] lr: 5.000e-06, eta: 9:45:38, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8729, loss_cls: 1.2433, loss: 1.2433, grad_norm: 17.6731 2020-08-03 09:51:01,713 - mmaction - INFO - Epoch [51][2120/2505] lr: 5.000e-06, eta: 9:44:59, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8714, loss_cls: 1.2786, loss: 1.2786, grad_norm: 18.1238 2020-08-03 09:51:39,568 - mmaction - INFO - Epoch [51][2140/2505] lr: 5.000e-06, eta: 9:44:19, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8646, loss_cls: 1.2679, loss: 1.2679, grad_norm: 17.8518 2020-08-03 09:52:17,490 - mmaction - INFO - Epoch [51][2160/2505] lr: 5.000e-06, eta: 9:43:39, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7286, top5_acc: 0.8750, loss_cls: 1.2059, loss: 1.2059, grad_norm: 17.7138 2020-08-03 09:52:55,370 - mmaction - INFO - Epoch [51][2180/2505] lr: 5.000e-06, eta: 9:43:00, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8615, loss_cls: 1.2635, loss: 1.2635, grad_norm: 17.4785 2020-08-03 09:53:33,310 - mmaction - INFO - Epoch [51][2200/2505] lr: 5.000e-06, eta: 9:42:20, time: 1.896, data_time: 0.000, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8755, loss_cls: 1.2000, loss: 1.2000, grad_norm: 17.5576 2020-08-03 09:54:11,404 - mmaction - INFO - Epoch [51][2220/2505] lr: 5.000e-06, eta: 9:41:41, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8714, loss_cls: 1.2317, loss: 1.2317, grad_norm: 17.7678 2020-08-03 09:54:49,237 - mmaction - INFO - Epoch [51][2240/2505] lr: 5.000e-06, eta: 9:41:01, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8844, loss_cls: 1.1828, loss: 1.1828, grad_norm: 17.5659 2020-08-03 09:55:27,212 - mmaction - INFO - Epoch [51][2260/2505] lr: 5.000e-06, eta: 9:40:22, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8823, loss_cls: 1.2057, loss: 1.2057, grad_norm: 17.5664 2020-08-03 09:56:05,121 - mmaction - INFO - Epoch [51][2280/2505] lr: 5.000e-06, eta: 9:39:42, time: 1.895, data_time: 0.000, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8708, loss_cls: 1.2620, loss: 1.2620, grad_norm: 17.6044 2020-08-03 09:56:42,952 - mmaction - INFO - Epoch [51][2300/2505] lr: 5.000e-06, eta: 9:39:03, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2730, loss: 1.2730, grad_norm: 18.2826 2020-08-03 09:57:20,906 - mmaction - INFO - Epoch [51][2320/2505] lr: 5.000e-06, eta: 9:38:23, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8542, loss_cls: 1.3254, loss: 1.3254, grad_norm: 18.6590 2020-08-03 09:57:58,882 - mmaction - INFO - Epoch [51][2340/2505] lr: 5.000e-06, eta: 9:37:44, time: 1.898, data_time: 0.000, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8667, loss_cls: 1.2647, loss: 1.2647, grad_norm: 18.0355 2020-08-03 09:58:36,900 - mmaction - INFO - Epoch [51][2360/2505] lr: 5.000e-06, eta: 9:37:04, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.3083, loss: 1.3083, grad_norm: 17.9624 2020-08-03 09:59:14,777 - mmaction - INFO - Epoch [51][2380/2505] lr: 5.000e-06, eta: 9:36:25, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8880, loss_cls: 1.1842, loss: 1.1842, grad_norm: 18.1017 2020-08-03 09:59:52,699 - mmaction - INFO - Epoch [51][2400/2505] lr: 5.000e-06, eta: 9:35:45, time: 1.896, data_time: 0.000, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8792, loss_cls: 1.2203, loss: 1.2203, grad_norm: 17.8223 2020-08-03 10:00:32,777 - mmaction - INFO - Epoch [51][2420/2505] lr: 5.000e-06, eta: 9:35:06, time: 2.003, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8880, loss_cls: 1.2032, loss: 1.2032, grad_norm: 17.6272 2020-08-03 10:01:10,723 - mmaction - INFO - Epoch [51][2440/2505] lr: 5.000e-06, eta: 9:34:27, time: 1.899, data_time: 0.006, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8661, loss_cls: 1.2763, loss: 1.2763, grad_norm: 17.9291 2020-08-03 10:01:48,723 - mmaction - INFO - Epoch [51][2460/2505] lr: 5.000e-06, eta: 9:33:47, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8693, loss_cls: 1.2197, loss: 1.2197, grad_norm: 17.4489 2020-08-03 10:02:26,707 - mmaction - INFO - Epoch [51][2480/2505] lr: 5.000e-06, eta: 9:33:08, time: 1.899, data_time: 0.000, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8807, loss_cls: 1.2013, loss: 1.2013, grad_norm: 17.2335 2020-08-03 10:03:04,522 - mmaction - INFO - Epoch [51][2500/2505] lr: 5.000e-06, eta: 9:32:28, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.2498, loss: 1.2498, grad_norm: 17.5911 2020-08-03 10:04:25,200 - mmaction - INFO - Epoch [52][20/2505] lr: 5.000e-06, eta: 9:31:45, time: 3.421, data_time: 1.485, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8781, loss_cls: 1.1730, loss: 1.1730, grad_norm: 17.7754 2020-08-03 10:05:04,175 - mmaction - INFO - Epoch [52][40/2505] lr: 5.000e-06, eta: 9:31:05, time: 1.949, data_time: 0.006, memory: 8520, top1_acc: 0.7312, top5_acc: 0.8802, loss_cls: 1.1879, loss: 1.1879, grad_norm: 17.1899 2020-08-03 10:05:42,328 - mmaction - INFO - Epoch [52][60/2505] lr: 5.000e-06, eta: 9:30:26, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6911, top5_acc: 0.8661, loss_cls: 1.3239, loss: 1.3239, grad_norm: 18.3160 2020-08-03 10:06:20,493 - mmaction - INFO - Epoch [52][80/2505] lr: 5.000e-06, eta: 9:29:47, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8641, loss_cls: 1.3114, loss: 1.3114, grad_norm: 18.4535 2020-08-03 10:06:58,775 - mmaction - INFO - Epoch [52][100/2505] lr: 5.000e-06, eta: 9:29:07, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8578, loss_cls: 1.3489, loss: 1.3489, grad_norm: 18.1649 2020-08-03 10:07:36,867 - mmaction - INFO - Epoch [52][120/2505] lr: 5.000e-06, eta: 9:28:28, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8583, loss_cls: 1.3321, loss: 1.3321, grad_norm: 18.2890 2020-08-03 10:08:15,069 - mmaction - INFO - Epoch [52][140/2505] lr: 5.000e-06, eta: 9:27:48, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8698, loss_cls: 1.2749, loss: 1.2749, grad_norm: 17.3785 2020-08-03 10:08:53,226 - mmaction - INFO - Epoch [52][160/2505] lr: 5.000e-06, eta: 9:27:09, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8740, loss_cls: 1.2551, loss: 1.2551, grad_norm: 18.5013 2020-08-03 10:09:31,264 - mmaction - INFO - Epoch [52][180/2505] lr: 5.000e-06, eta: 9:26:29, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8729, loss_cls: 1.2842, loss: 1.2842, grad_norm: 18.0813 2020-08-03 10:10:09,286 - mmaction - INFO - Epoch [52][200/2505] lr: 5.000e-06, eta: 9:25:50, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7250, top5_acc: 0.8755, loss_cls: 1.2018, loss: 1.2018, grad_norm: 17.7458 2020-08-03 10:10:47,357 - mmaction - INFO - Epoch [52][220/2505] lr: 5.000e-06, eta: 9:25:10, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8688, loss_cls: 1.2596, loss: 1.2596, grad_norm: 18.0380 2020-08-03 10:11:25,423 - mmaction - INFO - Epoch [52][240/2505] lr: 5.000e-06, eta: 9:24:31, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8708, loss_cls: 1.2115, loss: 1.2115, grad_norm: 17.7043 2020-08-03 10:12:03,408 - mmaction - INFO - Epoch [52][260/2505] lr: 5.000e-06, eta: 9:23:51, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8703, loss_cls: 1.2400, loss: 1.2400, grad_norm: 17.4605 2020-08-03 10:12:41,364 - mmaction - INFO - Epoch [52][280/2505] lr: 5.000e-06, eta: 9:23:12, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8734, loss_cls: 1.2505, loss: 1.2505, grad_norm: 17.2405 2020-08-03 10:13:19,372 - mmaction - INFO - Epoch [52][300/2505] lr: 5.000e-06, eta: 9:22:32, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8693, loss_cls: 1.2716, loss: 1.2716, grad_norm: 17.7473 2020-08-03 10:13:57,328 - mmaction - INFO - Epoch [52][320/2505] lr: 5.000e-06, eta: 9:21:53, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8719, loss_cls: 1.2366, loss: 1.2366, grad_norm: 18.2285 2020-08-03 10:14:35,191 - mmaction - INFO - Epoch [52][340/2505] lr: 5.000e-06, eta: 9:21:13, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8703, loss_cls: 1.2408, loss: 1.2408, grad_norm: 17.5227 2020-08-03 10:15:13,057 - mmaction - INFO - Epoch [52][360/2505] lr: 5.000e-06, eta: 9:20:34, time: 1.893, data_time: 0.000, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8635, loss_cls: 1.2868, loss: 1.2868, grad_norm: 17.5499 2020-08-03 10:15:51,119 - mmaction - INFO - Epoch [52][380/2505] lr: 5.000e-06, eta: 9:19:54, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8573, loss_cls: 1.2920, loss: 1.2920, grad_norm: 18.2510 2020-08-03 10:16:29,062 - mmaction - INFO - Epoch [52][400/2505] lr: 5.000e-06, eta: 9:19:15, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8740, loss_cls: 1.2168, loss: 1.2168, grad_norm: 17.6455 2020-08-03 10:17:07,101 - mmaction - INFO - Epoch [52][420/2505] lr: 5.000e-06, eta: 9:18:35, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.2041, loss: 1.2041, grad_norm: 17.7777 2020-08-03 10:17:45,166 - mmaction - INFO - Epoch [52][440/2505] lr: 5.000e-06, eta: 9:17:56, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8687, loss_cls: 1.2400, loss: 1.2400, grad_norm: 17.9153 2020-08-03 10:18:23,136 - mmaction - INFO - Epoch [52][460/2505] lr: 5.000e-06, eta: 9:17:16, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8677, loss_cls: 1.2353, loss: 1.2353, grad_norm: 17.4899 2020-08-03 10:19:01,118 - mmaction - INFO - Epoch [52][480/2505] lr: 5.000e-06, eta: 9:16:37, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8615, loss_cls: 1.3020, loss: 1.3020, grad_norm: 18.0845 2020-08-03 10:19:39,104 - mmaction - INFO - Epoch [52][500/2505] lr: 5.000e-06, eta: 9:15:58, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8760, loss_cls: 1.2386, loss: 1.2386, grad_norm: 17.9349 2020-08-03 10:20:17,158 - mmaction - INFO - Epoch [52][520/2505] lr: 5.000e-06, eta: 9:15:18, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8641, loss_cls: 1.2663, loss: 1.2663, grad_norm: 18.2227 2020-08-03 10:20:55,037 - mmaction - INFO - Epoch [52][540/2505] lr: 5.000e-06, eta: 9:14:39, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7344, top5_acc: 0.8797, loss_cls: 1.1895, loss: 1.1895, grad_norm: 17.1453 2020-08-03 10:21:33,085 - mmaction - INFO - Epoch [52][560/2505] lr: 5.000e-06, eta: 9:13:59, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8781, loss_cls: 1.1933, loss: 1.1933, grad_norm: 17.1634 2020-08-03 10:22:10,983 - mmaction - INFO - Epoch [52][580/2505] lr: 5.000e-06, eta: 9:13:20, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8823, loss_cls: 1.2085, loss: 1.2085, grad_norm: 17.8616 2020-08-03 10:22:48,811 - mmaction - INFO - Epoch [52][600/2505] lr: 5.000e-06, eta: 9:12:40, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8630, loss_cls: 1.2815, loss: 1.2815, grad_norm: 17.3929 2020-08-03 10:23:26,663 - mmaction - INFO - Epoch [52][620/2505] lr: 5.000e-06, eta: 9:12:01, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8464, loss_cls: 1.3590, loss: 1.3590, grad_norm: 18.3835 2020-08-03 10:24:04,595 - mmaction - INFO - Epoch [52][640/2505] lr: 5.000e-06, eta: 9:11:21, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8714, loss_cls: 1.2266, loss: 1.2266, grad_norm: 17.1550 2020-08-03 10:24:42,606 - mmaction - INFO - Epoch [52][660/2505] lr: 5.000e-06, eta: 9:10:42, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8703, loss_cls: 1.2835, loss: 1.2835, grad_norm: 18.1538 2020-08-03 10:25:20,690 - mmaction - INFO - Epoch [52][680/2505] lr: 5.000e-06, eta: 9:10:02, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8703, loss_cls: 1.2839, loss: 1.2839, grad_norm: 18.1887 2020-08-03 10:25:58,683 - mmaction - INFO - Epoch [52][700/2505] lr: 5.000e-06, eta: 9:09:23, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8589, loss_cls: 1.2972, loss: 1.2972, grad_norm: 18.5760 2020-08-03 10:26:36,678 - mmaction - INFO - Epoch [52][720/2505] lr: 5.000e-06, eta: 9:08:43, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8786, loss_cls: 1.2113, loss: 1.2113, grad_norm: 17.7083 2020-08-03 10:27:14,679 - mmaction - INFO - Epoch [52][740/2505] lr: 5.000e-06, eta: 9:08:04, time: 1.900, data_time: 0.000, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8766, loss_cls: 1.2348, loss: 1.2348, grad_norm: 18.4582 2020-08-03 10:27:52,658 - mmaction - INFO - Epoch [52][760/2505] lr: 5.000e-06, eta: 9:07:24, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8786, loss_cls: 1.2413, loss: 1.2413, grad_norm: 17.8521 2020-08-03 10:28:30,533 - mmaction - INFO - Epoch [52][780/2505] lr: 5.000e-06, eta: 9:06:45, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8802, loss_cls: 1.2025, loss: 1.2025, grad_norm: 18.0764 2020-08-03 10:29:08,298 - mmaction - INFO - Epoch [52][800/2505] lr: 5.000e-06, eta: 9:06:05, time: 1.888, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8672, loss_cls: 1.3113, loss: 1.3113, grad_norm: 18.1293 2020-08-03 10:29:46,339 - mmaction - INFO - Epoch [52][820/2505] lr: 5.000e-06, eta: 9:05:26, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8807, loss_cls: 1.2088, loss: 1.2088, grad_norm: 17.5089 2020-08-03 10:30:24,231 - mmaction - INFO - Epoch [52][840/2505] lr: 5.000e-06, eta: 9:04:46, time: 1.894, data_time: 0.000, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8833, loss_cls: 1.2061, loss: 1.2061, grad_norm: 17.3118 2020-08-03 10:31:02,177 - mmaction - INFO - Epoch [52][860/2505] lr: 5.000e-06, eta: 9:04:07, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8672, loss_cls: 1.2724, loss: 1.2724, grad_norm: 18.1632 2020-08-03 10:31:40,075 - mmaction - INFO - Epoch [52][880/2505] lr: 5.000e-06, eta: 9:03:27, time: 1.894, data_time: 0.000, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8724, loss_cls: 1.2561, loss: 1.2561, grad_norm: 17.5015 2020-08-03 10:32:18,074 - mmaction - INFO - Epoch [52][900/2505] lr: 5.000e-06, eta: 9:02:48, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8865, loss_cls: 1.1837, loss: 1.1837, grad_norm: 17.5747 2020-08-03 10:32:55,930 - mmaction - INFO - Epoch [52][920/2505] lr: 5.000e-06, eta: 9:02:08, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8536, loss_cls: 1.3120, loss: 1.3120, grad_norm: 18.2262 2020-08-03 10:33:33,906 - mmaction - INFO - Epoch [52][940/2505] lr: 5.000e-06, eta: 9:01:29, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8755, loss_cls: 1.2278, loss: 1.2278, grad_norm: 17.6676 2020-08-03 10:34:11,928 - mmaction - INFO - Epoch [52][960/2505] lr: 5.000e-06, eta: 9:00:49, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8854, loss_cls: 1.1772, loss: 1.1772, grad_norm: 17.1261 2020-08-03 10:34:49,894 - mmaction - INFO - Epoch [52][980/2505] lr: 5.000e-06, eta: 9:00:10, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6875, top5_acc: 0.8604, loss_cls: 1.3546, loss: 1.3546, grad_norm: 18.9445 2020-08-03 10:35:27,909 - mmaction - INFO - Epoch [52][1000/2505] lr: 5.000e-06, eta: 8:59:31, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8802, loss_cls: 1.2330, loss: 1.2330, grad_norm: 17.6956 2020-08-03 10:36:06,073 - mmaction - INFO - Epoch [52][1020/2505] lr: 5.000e-06, eta: 8:58:51, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8609, loss_cls: 1.3154, loss: 1.3154, grad_norm: 18.6260 2020-08-03 10:36:44,090 - mmaction - INFO - Epoch [52][1040/2505] lr: 5.000e-06, eta: 8:58:12, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8667, loss_cls: 1.3253, loss: 1.3253, grad_norm: 18.2201 2020-08-03 10:37:22,191 - mmaction - INFO - Epoch [52][1060/2505] lr: 5.000e-06, eta: 8:57:32, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8729, loss_cls: 1.2618, loss: 1.2618, grad_norm: 17.2997 2020-08-03 10:38:00,131 - mmaction - INFO - Epoch [52][1080/2505] lr: 5.000e-06, eta: 8:56:53, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8740, loss_cls: 1.2337, loss: 1.2337, grad_norm: 17.9668 2020-08-03 10:38:38,093 - mmaction - INFO - Epoch [52][1100/2505] lr: 5.000e-06, eta: 8:56:13, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1866, loss: 1.1866, grad_norm: 18.6212 2020-08-03 10:39:16,243 - mmaction - INFO - Epoch [52][1120/2505] lr: 5.000e-06, eta: 8:55:34, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8682, loss_cls: 1.2351, loss: 1.2351, grad_norm: 17.5097 2020-08-03 10:39:54,184 - mmaction - INFO - Epoch [52][1140/2505] lr: 5.000e-06, eta: 8:54:54, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8755, loss_cls: 1.1985, loss: 1.1985, grad_norm: 17.3175 2020-08-03 10:40:32,378 - mmaction - INFO - Epoch [52][1160/2505] lr: 5.000e-06, eta: 8:54:15, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8766, loss_cls: 1.2188, loss: 1.2188, grad_norm: 17.5288 2020-08-03 10:41:10,706 - mmaction - INFO - Epoch [52][1180/2505] lr: 5.000e-06, eta: 8:53:36, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8630, loss_cls: 1.2911, loss: 1.2911, grad_norm: 17.5875 2020-08-03 10:41:48,837 - mmaction - INFO - Epoch [52][1200/2505] lr: 5.000e-06, eta: 8:52:56, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8526, loss_cls: 1.3141, loss: 1.3141, grad_norm: 18.5131 2020-08-03 10:42:26,946 - mmaction - INFO - Epoch [52][1220/2505] lr: 5.000e-06, eta: 8:52:17, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8776, loss_cls: 1.2184, loss: 1.2184, grad_norm: 17.8749 2020-08-03 10:43:05,172 - mmaction - INFO - Epoch [52][1240/2505] lr: 5.000e-06, eta: 8:51:37, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8734, loss_cls: 1.2242, loss: 1.2242, grad_norm: 17.4956 2020-08-03 10:43:43,462 - mmaction - INFO - Epoch [52][1260/2505] lr: 5.000e-06, eta: 8:50:58, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8630, loss_cls: 1.3351, loss: 1.3351, grad_norm: 18.3933 2020-08-03 10:44:21,483 - mmaction - INFO - Epoch [52][1280/2505] lr: 5.000e-06, eta: 8:50:19, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8609, loss_cls: 1.2874, loss: 1.2874, grad_norm: 17.9723 2020-08-03 10:44:59,594 - mmaction - INFO - Epoch [52][1300/2505] lr: 5.000e-06, eta: 8:49:39, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.2018, loss: 1.2018, grad_norm: 17.6132 2020-08-03 10:45:37,670 - mmaction - INFO - Epoch [52][1320/2505] lr: 5.000e-06, eta: 8:49:00, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8724, loss_cls: 1.2598, loss: 1.2598, grad_norm: 18.0162 2020-08-03 10:46:15,683 - mmaction - INFO - Epoch [52][1340/2505] lr: 5.000e-06, eta: 8:48:20, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8818, loss_cls: 1.2222, loss: 1.2222, grad_norm: 17.0788 2020-08-03 10:46:53,734 - mmaction - INFO - Epoch [52][1360/2505] lr: 5.000e-06, eta: 8:47:41, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8755, loss_cls: 1.2476, loss: 1.2476, grad_norm: 17.9375 2020-08-03 10:47:31,881 - mmaction - INFO - Epoch [52][1380/2505] lr: 5.000e-06, eta: 8:47:02, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2675, loss: 1.2675, grad_norm: 18.2344 2020-08-03 10:48:09,868 - mmaction - INFO - Epoch [52][1400/2505] lr: 5.000e-06, eta: 8:46:22, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8667, loss_cls: 1.3086, loss: 1.3086, grad_norm: 18.9821 2020-08-03 10:48:47,777 - mmaction - INFO - Epoch [52][1420/2505] lr: 5.000e-06, eta: 8:45:43, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8724, loss_cls: 1.2533, loss: 1.2533, grad_norm: 18.0763 2020-08-03 10:49:25,678 - mmaction - INFO - Epoch [52][1440/2505] lr: 5.000e-06, eta: 8:45:03, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8839, loss_cls: 1.1780, loss: 1.1780, grad_norm: 17.4430 2020-08-03 10:50:03,633 - mmaction - INFO - Epoch [52][1460/2505] lr: 5.000e-06, eta: 8:44:24, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8802, loss_cls: 1.2183, loss: 1.2183, grad_norm: 18.1223 2020-08-03 10:50:41,595 - mmaction - INFO - Epoch [52][1480/2505] lr: 5.000e-06, eta: 8:43:44, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8656, loss_cls: 1.2962, loss: 1.2962, grad_norm: 18.1350 2020-08-03 10:51:19,528 - mmaction - INFO - Epoch [52][1500/2505] lr: 5.000e-06, eta: 8:43:05, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8615, loss_cls: 1.3063, loss: 1.3063, grad_norm: 17.8591 2020-08-03 10:51:57,666 - mmaction - INFO - Epoch [52][1520/2505] lr: 5.000e-06, eta: 8:42:25, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8792, loss_cls: 1.1818, loss: 1.1818, grad_norm: 16.8689 2020-08-03 10:52:35,583 - mmaction - INFO - Epoch [52][1540/2505] lr: 5.000e-06, eta: 8:41:46, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8776, loss_cls: 1.2367, loss: 1.2367, grad_norm: 16.8562 2020-08-03 10:53:13,681 - mmaction - INFO - Epoch [52][1560/2505] lr: 5.000e-06, eta: 8:41:07, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8703, loss_cls: 1.2704, loss: 1.2704, grad_norm: 17.5800 2020-08-03 10:53:51,814 - mmaction - INFO - Epoch [52][1580/2505] lr: 5.000e-06, eta: 8:40:27, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2342, loss: 1.2342, grad_norm: 18.4003 2020-08-03 10:54:29,817 - mmaction - INFO - Epoch [52][1600/2505] lr: 5.000e-06, eta: 8:39:48, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8781, loss_cls: 1.1971, loss: 1.1971, grad_norm: 17.2909 2020-08-03 10:55:07,771 - mmaction - INFO - Epoch [52][1620/2505] lr: 5.000e-06, eta: 8:39:08, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8620, loss_cls: 1.2711, loss: 1.2711, grad_norm: 18.1478 2020-08-03 10:55:45,763 - mmaction - INFO - Epoch [52][1640/2505] lr: 5.000e-06, eta: 8:38:29, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8656, loss_cls: 1.2878, loss: 1.2878, grad_norm: 18.1710 2020-08-03 10:56:23,780 - mmaction - INFO - Epoch [52][1660/2505] lr: 5.000e-06, eta: 8:37:49, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8844, loss_cls: 1.2228, loss: 1.2228, grad_norm: 18.4361 2020-08-03 10:57:01,885 - mmaction - INFO - Epoch [52][1680/2505] lr: 5.000e-06, eta: 8:37:10, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8646, loss_cls: 1.2801, loss: 1.2801, grad_norm: 17.3228 2020-08-03 10:57:39,973 - mmaction - INFO - Epoch [52][1700/2505] lr: 5.000e-06, eta: 8:36:31, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.2663, loss: 1.2663, grad_norm: 18.6717 2020-08-03 10:58:18,111 - mmaction - INFO - Epoch [52][1720/2505] lr: 5.000e-06, eta: 8:35:51, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8672, loss_cls: 1.2271, loss: 1.2271, grad_norm: 17.2913 2020-08-03 10:58:56,042 - mmaction - INFO - Epoch [52][1740/2505] lr: 5.000e-06, eta: 8:35:12, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8740, loss_cls: 1.2486, loss: 1.2486, grad_norm: 17.7778 2020-08-03 10:59:34,309 - mmaction - INFO - Epoch [52][1760/2505] lr: 5.000e-06, eta: 8:34:32, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8786, loss_cls: 1.1910, loss: 1.1910, grad_norm: 17.1875 2020-08-03 11:00:14,035 - mmaction - INFO - Epoch [52][1780/2505] lr: 5.000e-06, eta: 8:33:53, time: 1.985, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8891, loss_cls: 1.1799, loss: 1.1799, grad_norm: 17.5953 2020-08-03 11:00:52,284 - mmaction - INFO - Epoch [52][1800/2505] lr: 5.000e-06, eta: 8:33:14, time: 1.913, data_time: 0.006, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8755, loss_cls: 1.2336, loss: 1.2336, grad_norm: 17.9138 2020-08-03 11:01:30,383 - mmaction - INFO - Epoch [52][1820/2505] lr: 5.000e-06, eta: 8:32:35, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8865, loss_cls: 1.1819, loss: 1.1819, grad_norm: 17.6042 2020-08-03 11:02:08,534 - mmaction - INFO - Epoch [52][1840/2505] lr: 5.000e-06, eta: 8:31:55, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8766, loss_cls: 1.1868, loss: 1.1868, grad_norm: 17.5342 2020-08-03 11:02:46,433 - mmaction - INFO - Epoch [52][1860/2505] lr: 5.000e-06, eta: 8:31:16, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7349, top5_acc: 0.8797, loss_cls: 1.1786, loss: 1.1786, grad_norm: 17.4868 2020-08-03 11:03:24,472 - mmaction - INFO - Epoch [52][1880/2505] lr: 5.000e-06, eta: 8:30:37, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8760, loss_cls: 1.2409, loss: 1.2409, grad_norm: 17.2763 2020-08-03 11:04:02,569 - mmaction - INFO - Epoch [52][1900/2505] lr: 5.000e-06, eta: 8:29:57, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8865, loss_cls: 1.1949, loss: 1.1949, grad_norm: 18.1497 2020-08-03 11:04:40,864 - mmaction - INFO - Epoch [52][1920/2505] lr: 5.000e-06, eta: 8:29:18, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8844, loss_cls: 1.2172, loss: 1.2172, grad_norm: 18.1821 2020-08-03 11:05:19,673 - mmaction - INFO - Epoch [52][1940/2505] lr: 5.000e-06, eta: 8:28:39, time: 1.940, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8786, loss_cls: 1.2392, loss: 1.2392, grad_norm: 18.4584 2020-08-03 11:05:57,946 - mmaction - INFO - Epoch [52][1960/2505] lr: 5.000e-06, eta: 8:27:59, time: 1.914, data_time: 0.004, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8677, loss_cls: 1.2743, loss: 1.2743, grad_norm: 17.8363 2020-08-03 11:06:36,074 - mmaction - INFO - Epoch [52][1980/2505] lr: 5.000e-06, eta: 8:27:20, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8771, loss_cls: 1.2059, loss: 1.2059, grad_norm: 17.4616 2020-08-03 11:07:14,227 - mmaction - INFO - Epoch [52][2000/2505] lr: 5.000e-06, eta: 8:26:40, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8786, loss_cls: 1.2131, loss: 1.2131, grad_norm: 17.2305 2020-08-03 11:07:52,160 - mmaction - INFO - Epoch [52][2020/2505] lr: 5.000e-06, eta: 8:26:01, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8729, loss_cls: 1.2229, loss: 1.2229, grad_norm: 17.6902 2020-08-03 11:08:30,293 - mmaction - INFO - Epoch [52][2040/2505] lr: 5.000e-06, eta: 8:25:22, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8771, loss_cls: 1.2504, loss: 1.2504, grad_norm: 18.5128 2020-08-03 11:09:08,506 - mmaction - INFO - Epoch [52][2060/2505] lr: 5.000e-06, eta: 8:24:42, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8755, loss_cls: 1.2237, loss: 1.2237, grad_norm: 17.5929 2020-08-03 11:09:46,495 - mmaction - INFO - Epoch [52][2080/2505] lr: 5.000e-06, eta: 8:24:03, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8760, loss_cls: 1.2683, loss: 1.2683, grad_norm: 18.6225 2020-08-03 11:10:24,808 - mmaction - INFO - Epoch [52][2100/2505] lr: 5.000e-06, eta: 8:23:24, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8760, loss_cls: 1.2181, loss: 1.2181, grad_norm: 17.4287 2020-08-03 11:11:02,901 - mmaction - INFO - Epoch [52][2120/2505] lr: 5.000e-06, eta: 8:22:44, time: 1.905, data_time: 0.003, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8615, loss_cls: 1.3041, loss: 1.3041, grad_norm: 18.3740 2020-08-03 11:11:40,986 - mmaction - INFO - Epoch [52][2140/2505] lr: 5.000e-06, eta: 8:22:05, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8823, loss_cls: 1.2033, loss: 1.2033, grad_norm: 17.6606 2020-08-03 11:12:19,050 - mmaction - INFO - Epoch [52][2160/2505] lr: 5.000e-06, eta: 8:21:25, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8604, loss_cls: 1.2796, loss: 1.2796, grad_norm: 18.0529 2020-08-03 11:12:57,232 - mmaction - INFO - Epoch [52][2180/2505] lr: 5.000e-06, eta: 8:20:46, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7312, top5_acc: 0.8792, loss_cls: 1.2171, loss: 1.2171, grad_norm: 18.2280 2020-08-03 11:13:35,338 - mmaction - INFO - Epoch [52][2200/2505] lr: 5.000e-06, eta: 8:20:07, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8651, loss_cls: 1.3254, loss: 1.3254, grad_norm: 18.7720 2020-08-03 11:14:13,606 - mmaction - INFO - Epoch [52][2220/2505] lr: 5.000e-06, eta: 8:19:27, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8776, loss_cls: 1.2305, loss: 1.2305, grad_norm: 17.7743 2020-08-03 11:14:51,689 - mmaction - INFO - Epoch [52][2240/2505] lr: 5.000e-06, eta: 8:18:48, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8661, loss_cls: 1.2473, loss: 1.2473, grad_norm: 17.8992 2020-08-03 11:15:29,978 - mmaction - INFO - Epoch [52][2260/2505] lr: 5.000e-06, eta: 8:18:09, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8729, loss_cls: 1.2410, loss: 1.2410, grad_norm: 17.9890 2020-08-03 11:16:08,268 - mmaction - INFO - Epoch [52][2280/2505] lr: 5.000e-06, eta: 8:17:29, time: 1.914, data_time: 0.003, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8786, loss_cls: 1.2370, loss: 1.2370, grad_norm: 17.9085 2020-08-03 11:16:46,380 - mmaction - INFO - Epoch [52][2300/2505] lr: 5.000e-06, eta: 8:16:50, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8740, loss_cls: 1.2496, loss: 1.2496, grad_norm: 17.8178 2020-08-03 11:17:24,474 - mmaction - INFO - Epoch [52][2320/2505] lr: 5.000e-06, eta: 8:16:10, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8781, loss_cls: 1.2350, loss: 1.2350, grad_norm: 17.7578 2020-08-03 11:18:02,490 - mmaction - INFO - Epoch [52][2340/2505] lr: 5.000e-06, eta: 8:15:31, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8682, loss_cls: 1.2684, loss: 1.2684, grad_norm: 18.0020 2020-08-03 11:18:40,649 - mmaction - INFO - Epoch [52][2360/2505] lr: 5.000e-06, eta: 8:14:52, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8646, loss_cls: 1.2637, loss: 1.2637, grad_norm: 18.1362 2020-08-03 11:19:18,573 - mmaction - INFO - Epoch [52][2380/2505] lr: 5.000e-06, eta: 8:14:12, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8734, loss_cls: 1.2243, loss: 1.2243, grad_norm: 17.5438 2020-08-03 11:19:56,634 - mmaction - INFO - Epoch [52][2400/2505] lr: 5.000e-06, eta: 8:13:33, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.2519, loss: 1.2519, grad_norm: 18.3893 2020-08-03 11:20:34,641 - mmaction - INFO - Epoch [52][2420/2505] lr: 5.000e-06, eta: 8:12:54, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8594, loss_cls: 1.2814, loss: 1.2814, grad_norm: 17.7499 2020-08-03 11:21:12,842 - mmaction - INFO - Epoch [52][2440/2505] lr: 5.000e-06, eta: 8:12:14, time: 1.910, data_time: 0.003, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8687, loss_cls: 1.2371, loss: 1.2371, grad_norm: 17.9109 2020-08-03 11:21:50,970 - mmaction - INFO - Epoch [52][2460/2505] lr: 5.000e-06, eta: 8:11:35, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8594, loss_cls: 1.3143, loss: 1.3143, grad_norm: 17.4975 2020-08-03 11:22:28,962 - mmaction - INFO - Epoch [52][2480/2505] lr: 5.000e-06, eta: 8:10:55, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7286, top5_acc: 0.8917, loss_cls: 1.1595, loss: 1.1595, grad_norm: 17.1581 2020-08-03 11:23:07,216 - mmaction - INFO - Epoch [52][2500/2505] lr: 5.000e-06, eta: 8:10:16, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7375, top5_acc: 0.8797, loss_cls: 1.1996, loss: 1.1996, grad_norm: 17.9267 2020-08-03 11:23:21,016 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-08-03 11:24:43,356 - mmaction - INFO - Epoch [53][20/2505] lr: 5.000e-06, eta: 8:09:35, time: 4.085, data_time: 2.136, memory: 8520, top1_acc: 0.7365, top5_acc: 0.8818, loss_cls: 1.1658, loss: 1.1658, grad_norm: 17.5843 2020-08-03 11:25:22,136 - mmaction - INFO - Epoch [53][40/2505] lr: 5.000e-06, eta: 8:08:56, time: 1.939, data_time: 0.008, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8688, loss_cls: 1.2409, loss: 1.2409, grad_norm: 17.6247 2020-08-03 11:26:00,493 - mmaction - INFO - Epoch [53][60/2505] lr: 5.000e-06, eta: 8:08:16, time: 1.919, data_time: 0.002, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8687, loss_cls: 1.2576, loss: 1.2576, grad_norm: 18.0546 2020-08-03 11:26:38,828 - mmaction - INFO - Epoch [53][80/2505] lr: 5.000e-06, eta: 8:07:37, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8630, loss_cls: 1.2476, loss: 1.2476, grad_norm: 17.5398 2020-08-03 11:27:17,158 - mmaction - INFO - Epoch [53][100/2505] lr: 5.000e-06, eta: 8:06:58, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8651, loss_cls: 1.2564, loss: 1.2564, grad_norm: 17.9891 2020-08-03 11:27:55,531 - mmaction - INFO - Epoch [53][120/2505] lr: 5.000e-06, eta: 8:06:18, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8641, loss_cls: 1.2985, loss: 1.2985, grad_norm: 18.0696 2020-08-03 11:28:33,806 - mmaction - INFO - Epoch [53][140/2505] lr: 5.000e-06, eta: 8:05:39, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8625, loss_cls: 1.2440, loss: 1.2440, grad_norm: 17.8368 2020-08-03 11:29:11,956 - mmaction - INFO - Epoch [53][160/2505] lr: 5.000e-06, eta: 8:05:00, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8646, loss_cls: 1.3101, loss: 1.3101, grad_norm: 17.7286 2020-08-03 11:29:50,151 - mmaction - INFO - Epoch [53][180/2505] lr: 5.000e-06, eta: 8:04:20, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8849, loss_cls: 1.1766, loss: 1.1766, grad_norm: 17.5824 2020-08-03 11:30:28,564 - mmaction - INFO - Epoch [53][200/2505] lr: 5.000e-06, eta: 8:03:41, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8786, loss_cls: 1.2085, loss: 1.2085, grad_norm: 17.5818 2020-08-03 11:31:06,878 - mmaction - INFO - Epoch [53][220/2505] lr: 5.000e-06, eta: 8:03:02, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.2745, loss: 1.2745, grad_norm: 18.0929 2020-08-03 11:31:45,106 - mmaction - INFO - Epoch [53][240/2505] lr: 5.000e-06, eta: 8:02:22, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7313, top5_acc: 0.8865, loss_cls: 1.1703, loss: 1.1703, grad_norm: 17.9964 2020-08-03 11:32:23,379 - mmaction - INFO - Epoch [53][260/2505] lr: 5.000e-06, eta: 8:01:43, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.2194, loss: 1.2194, grad_norm: 18.2655 2020-08-03 11:33:01,674 - mmaction - INFO - Epoch [53][280/2505] lr: 5.000e-06, eta: 8:01:04, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.3239, loss: 1.3239, grad_norm: 18.5178 2020-08-03 11:33:39,857 - mmaction - INFO - Epoch [53][300/2505] lr: 5.000e-06, eta: 8:00:24, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8823, loss_cls: 1.2211, loss: 1.2211, grad_norm: 17.2796 2020-08-03 11:34:18,015 - mmaction - INFO - Epoch [53][320/2505] lr: 5.000e-06, eta: 7:59:45, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8781, loss_cls: 1.2098, loss: 1.2098, grad_norm: 17.8063 2020-08-03 11:34:56,108 - mmaction - INFO - Epoch [53][340/2505] lr: 5.000e-06, eta: 7:59:05, time: 1.904, data_time: 0.000, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8599, loss_cls: 1.2452, loss: 1.2452, grad_norm: 17.5142 2020-08-03 11:35:34,231 - mmaction - INFO - Epoch [53][360/2505] lr: 5.000e-06, eta: 7:58:26, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8740, loss_cls: 1.2342, loss: 1.2342, grad_norm: 18.1106 2020-08-03 11:36:12,365 - mmaction - INFO - Epoch [53][380/2505] lr: 5.000e-06, eta: 7:57:47, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8714, loss_cls: 1.2378, loss: 1.2378, grad_norm: 17.1791 2020-08-03 11:36:50,559 - mmaction - INFO - Epoch [53][400/2505] lr: 5.000e-06, eta: 7:57:07, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8776, loss_cls: 1.2498, loss: 1.2498, grad_norm: 17.8532 2020-08-03 11:37:28,758 - mmaction - INFO - Epoch [53][420/2505] lr: 5.000e-06, eta: 7:56:28, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8693, loss_cls: 1.2584, loss: 1.2584, grad_norm: 17.8328 2020-08-03 11:38:07,049 - mmaction - INFO - Epoch [53][440/2505] lr: 5.000e-06, eta: 7:55:49, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8724, loss_cls: 1.2233, loss: 1.2233, grad_norm: 17.7919 2020-08-03 11:38:45,297 - mmaction - INFO - Epoch [53][460/2505] lr: 5.000e-06, eta: 7:55:09, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8828, loss_cls: 1.1958, loss: 1.1958, grad_norm: 17.2766 2020-08-03 11:39:23,296 - mmaction - INFO - Epoch [53][480/2505] lr: 5.000e-06, eta: 7:54:30, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7318, top5_acc: 0.8750, loss_cls: 1.1894, loss: 1.1894, grad_norm: 17.7346 2020-08-03 11:40:01,480 - mmaction - INFO - Epoch [53][500/2505] lr: 5.000e-06, eta: 7:53:51, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8885, loss_cls: 1.1389, loss: 1.1389, grad_norm: 17.0334 2020-08-03 11:40:39,477 - mmaction - INFO - Epoch [53][520/2505] lr: 5.000e-06, eta: 7:53:11, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8693, loss_cls: 1.3037, loss: 1.3037, grad_norm: 18.1048 2020-08-03 11:41:17,680 - mmaction - INFO - Epoch [53][540/2505] lr: 5.000e-06, eta: 7:52:32, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8802, loss_cls: 1.2200, loss: 1.2200, grad_norm: 17.4023 2020-08-03 11:41:55,762 - mmaction - INFO - Epoch [53][560/2505] lr: 5.000e-06, eta: 7:51:53, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8724, loss_cls: 1.2537, loss: 1.2537, grad_norm: 17.8842 2020-08-03 11:42:34,018 - mmaction - INFO - Epoch [53][580/2505] lr: 5.000e-06, eta: 7:51:13, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8703, loss_cls: 1.2441, loss: 1.2441, grad_norm: 18.0590 2020-08-03 11:43:12,178 - mmaction - INFO - Epoch [53][600/2505] lr: 5.000e-06, eta: 7:50:34, time: 1.908, data_time: 0.000, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8682, loss_cls: 1.2667, loss: 1.2667, grad_norm: 18.0076 2020-08-03 11:43:50,381 - mmaction - INFO - Epoch [53][620/2505] lr: 5.000e-06, eta: 7:49:55, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8870, loss_cls: 1.2607, loss: 1.2607, grad_norm: 17.8182 2020-08-03 11:44:28,566 - mmaction - INFO - Epoch [53][640/2505] lr: 5.000e-06, eta: 7:49:15, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8656, loss_cls: 1.2756, loss: 1.2756, grad_norm: 18.0569 2020-08-03 11:45:06,772 - mmaction - INFO - Epoch [53][660/2505] lr: 5.000e-06, eta: 7:48:36, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8698, loss_cls: 1.1971, loss: 1.1971, grad_norm: 17.6224 2020-08-03 11:45:44,582 - mmaction - INFO - Epoch [53][680/2505] lr: 5.000e-06, eta: 7:47:56, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8703, loss_cls: 1.2480, loss: 1.2480, grad_norm: 18.2741 2020-08-03 11:46:22,597 - mmaction - INFO - Epoch [53][700/2505] lr: 5.000e-06, eta: 7:47:17, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8677, loss_cls: 1.2630, loss: 1.2630, grad_norm: 18.0003 2020-08-03 11:47:00,840 - mmaction - INFO - Epoch [53][720/2505] lr: 5.000e-06, eta: 7:46:38, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7333, top5_acc: 0.8828, loss_cls: 1.1795, loss: 1.1795, grad_norm: 17.5953 2020-08-03 11:47:38,977 - mmaction - INFO - Epoch [53][740/2505] lr: 5.000e-06, eta: 7:45:58, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8625, loss_cls: 1.2795, loss: 1.2795, grad_norm: 18.5125 2020-08-03 11:48:17,048 - mmaction - INFO - Epoch [53][760/2505] lr: 5.000e-06, eta: 7:45:19, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8885, loss_cls: 1.1535, loss: 1.1535, grad_norm: 17.9783 2020-08-03 11:48:55,092 - mmaction - INFO - Epoch [53][780/2505] lr: 5.000e-06, eta: 7:44:40, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6922, top5_acc: 0.8568, loss_cls: 1.3265, loss: 1.3265, grad_norm: 18.3243 2020-08-03 11:49:33,087 - mmaction - INFO - Epoch [53][800/2505] lr: 5.000e-06, eta: 7:44:00, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2566, loss: 1.2566, grad_norm: 18.1483 2020-08-03 11:50:11,202 - mmaction - INFO - Epoch [53][820/2505] lr: 5.000e-06, eta: 7:43:21, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8646, loss_cls: 1.2966, loss: 1.2966, grad_norm: 18.4416 2020-08-03 11:50:49,099 - mmaction - INFO - Epoch [53][840/2505] lr: 5.000e-06, eta: 7:42:42, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8661, loss_cls: 1.2926, loss: 1.2926, grad_norm: 17.6714 2020-08-03 11:51:27,078 - mmaction - INFO - Epoch [53][860/2505] lr: 5.000e-06, eta: 7:42:02, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8813, loss_cls: 1.2347, loss: 1.2347, grad_norm: 18.1871 2020-08-03 11:52:05,188 - mmaction - INFO - Epoch [53][880/2505] lr: 5.000e-06, eta: 7:41:23, time: 1.906, data_time: 0.002, memory: 8520, top1_acc: 0.7359, top5_acc: 0.8818, loss_cls: 1.1889, loss: 1.1889, grad_norm: 16.6873 2020-08-03 11:52:43,442 - mmaction - INFO - Epoch [53][900/2505] lr: 5.000e-06, eta: 7:40:44, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8786, loss_cls: 1.2295, loss: 1.2295, grad_norm: 18.2527 2020-08-03 11:53:21,492 - mmaction - INFO - Epoch [53][920/2505] lr: 5.000e-06, eta: 7:40:04, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8719, loss_cls: 1.2835, loss: 1.2835, grad_norm: 19.1371 2020-08-03 11:53:59,553 - mmaction - INFO - Epoch [53][940/2505] lr: 5.000e-06, eta: 7:39:25, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8740, loss_cls: 1.2222, loss: 1.2222, grad_norm: 17.6138 2020-08-03 11:54:37,721 - mmaction - INFO - Epoch [53][960/2505] lr: 5.000e-06, eta: 7:38:45, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8797, loss_cls: 1.1767, loss: 1.1767, grad_norm: 17.4342 2020-08-03 11:55:15,874 - mmaction - INFO - Epoch [53][980/2505] lr: 5.000e-06, eta: 7:38:06, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8609, loss_cls: 1.3374, loss: 1.3374, grad_norm: 18.2383 2020-08-03 11:55:53,978 - mmaction - INFO - Epoch [53][1000/2505] lr: 5.000e-06, eta: 7:37:27, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.2872, loss: 1.2872, grad_norm: 17.6373 2020-08-03 11:56:31,988 - mmaction - INFO - Epoch [53][1020/2505] lr: 5.000e-06, eta: 7:36:47, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8677, loss_cls: 1.2474, loss: 1.2474, grad_norm: 17.5548 2020-08-03 11:57:10,330 - mmaction - INFO - Epoch [53][1040/2505] lr: 5.000e-06, eta: 7:36:08, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8740, loss_cls: 1.2269, loss: 1.2269, grad_norm: 17.4772 2020-08-03 11:57:48,723 - mmaction - INFO - Epoch [53][1060/2505] lr: 5.000e-06, eta: 7:35:29, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8714, loss_cls: 1.2600, loss: 1.2600, grad_norm: 17.7181 2020-08-03 11:58:26,868 - mmaction - INFO - Epoch [53][1080/2505] lr: 5.000e-06, eta: 7:34:50, time: 1.907, data_time: 0.000, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8698, loss_cls: 1.2692, loss: 1.2692, grad_norm: 17.5170 2020-08-03 11:59:04,808 - mmaction - INFO - Epoch [53][1100/2505] lr: 5.000e-06, eta: 7:34:10, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8698, loss_cls: 1.2680, loss: 1.2680, grad_norm: 18.0163 2020-08-03 11:59:42,814 - mmaction - INFO - Epoch [53][1120/2505] lr: 5.000e-06, eta: 7:33:31, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8792, loss_cls: 1.2450, loss: 1.2450, grad_norm: 18.3104 2020-08-03 12:01:18,481 - mmaction - INFO - Epoch [53][1140/2505] lr: 5.000e-06, eta: 7:33:04, time: 4.783, data_time: 0.002, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8755, loss_cls: 1.2284, loss: 1.2284, grad_norm: 17.8943 2020-08-03 12:01:56,670 - mmaction - INFO - Epoch [53][1160/2505] lr: 5.000e-06, eta: 7:32:24, time: 1.910, data_time: 0.007, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8792, loss_cls: 1.2050, loss: 1.2050, grad_norm: 17.3463 2020-08-03 12:02:34,880 - mmaction - INFO - Epoch [53][1180/2505] lr: 5.000e-06, eta: 7:31:45, time: 1.911, data_time: 0.002, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8792, loss_cls: 1.2597, loss: 1.2597, grad_norm: 17.7621 2020-08-03 12:03:13,149 - mmaction - INFO - Epoch [53][1200/2505] lr: 5.000e-06, eta: 7:31:06, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8755, loss_cls: 1.2179, loss: 1.2179, grad_norm: 18.0106 2020-08-03 12:03:51,447 - mmaction - INFO - Epoch [53][1220/2505] lr: 5.000e-06, eta: 7:30:26, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8734, loss_cls: 1.2069, loss: 1.2069, grad_norm: 17.5442 2020-08-03 12:04:29,654 - mmaction - INFO - Epoch [53][1240/2505] lr: 5.000e-06, eta: 7:29:47, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8760, loss_cls: 1.2601, loss: 1.2601, grad_norm: 17.5548 2020-08-03 12:05:08,558 - mmaction - INFO - Epoch [53][1260/2505] lr: 5.000e-06, eta: 7:29:08, time: 1.945, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8812, loss_cls: 1.2168, loss: 1.2168, grad_norm: 17.7356 2020-08-03 12:05:46,596 - mmaction - INFO - Epoch [53][1280/2505] lr: 5.000e-06, eta: 7:28:28, time: 1.902, data_time: 0.002, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8661, loss_cls: 1.2841, loss: 1.2841, grad_norm: 17.9378 2020-08-03 12:06:24,698 - mmaction - INFO - Epoch [53][1300/2505] lr: 5.000e-06, eta: 7:27:49, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8786, loss_cls: 1.2130, loss: 1.2130, grad_norm: 18.4820 2020-08-03 12:07:02,888 - mmaction - INFO - Epoch [53][1320/2505] lr: 5.000e-06, eta: 7:27:10, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8609, loss_cls: 1.2945, loss: 1.2945, grad_norm: 18.0694 2020-08-03 12:07:40,958 - mmaction - INFO - Epoch [53][1340/2505] lr: 5.000e-06, eta: 7:26:30, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8714, loss_cls: 1.1988, loss: 1.1988, grad_norm: 17.5623 2020-08-03 12:08:18,929 - mmaction - INFO - Epoch [53][1360/2505] lr: 5.000e-06, eta: 7:25:51, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8698, loss_cls: 1.2617, loss: 1.2617, grad_norm: 17.7285 2020-08-03 12:08:56,779 - mmaction - INFO - Epoch [53][1380/2505] lr: 5.000e-06, eta: 7:25:11, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8672, loss_cls: 1.3106, loss: 1.3106, grad_norm: 18.1517 2020-08-03 12:09:34,817 - mmaction - INFO - Epoch [53][1400/2505] lr: 5.000e-06, eta: 7:24:32, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8667, loss_cls: 1.2460, loss: 1.2460, grad_norm: 17.8294 2020-08-03 12:10:12,772 - mmaction - INFO - Epoch [53][1420/2505] lr: 5.000e-06, eta: 7:23:53, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8693, loss_cls: 1.2403, loss: 1.2403, grad_norm: 17.2325 2020-08-03 12:10:50,908 - mmaction - INFO - Epoch [53][1440/2505] lr: 5.000e-06, eta: 7:23:13, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7250, top5_acc: 0.8760, loss_cls: 1.1827, loss: 1.1827, grad_norm: 17.0480 2020-08-03 12:11:29,033 - mmaction - INFO - Epoch [53][1460/2505] lr: 5.000e-06, eta: 7:22:34, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8797, loss_cls: 1.2383, loss: 1.2383, grad_norm: 17.7047 2020-08-03 12:12:07,201 - mmaction - INFO - Epoch [53][1480/2505] lr: 5.000e-06, eta: 7:21:55, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8651, loss_cls: 1.2565, loss: 1.2565, grad_norm: 18.3640 2020-08-03 12:12:45,321 - mmaction - INFO - Epoch [53][1500/2505] lr: 5.000e-06, eta: 7:21:15, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8630, loss_cls: 1.2514, loss: 1.2514, grad_norm: 17.1664 2020-08-03 12:13:23,488 - mmaction - INFO - Epoch [53][1520/2505] lr: 5.000e-06, eta: 7:20:36, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8724, loss_cls: 1.2509, loss: 1.2509, grad_norm: 18.0522 2020-08-03 12:14:01,452 - mmaction - INFO - Epoch [53][1540/2505] lr: 5.000e-06, eta: 7:19:57, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8714, loss_cls: 1.2549, loss: 1.2549, grad_norm: 18.7599 2020-08-03 12:14:39,637 - mmaction - INFO - Epoch [53][1560/2505] lr: 5.000e-06, eta: 7:19:17, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8651, loss_cls: 1.3068, loss: 1.3068, grad_norm: 18.4677 2020-08-03 12:15:17,674 - mmaction - INFO - Epoch [53][1580/2505] lr: 5.000e-06, eta: 7:18:38, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8786, loss_cls: 1.2527, loss: 1.2527, grad_norm: 18.5094 2020-08-03 12:15:55,893 - mmaction - INFO - Epoch [53][1600/2505] lr: 5.000e-06, eta: 7:17:59, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8776, loss_cls: 1.2346, loss: 1.2346, grad_norm: 18.1281 2020-08-03 12:16:34,148 - mmaction - INFO - Epoch [53][1620/2505] lr: 5.000e-06, eta: 7:17:19, time: 1.912, data_time: 0.000, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8656, loss_cls: 1.2793, loss: 1.2793, grad_norm: 17.9124 2020-08-03 12:17:12,359 - mmaction - INFO - Epoch [53][1640/2505] lr: 5.000e-06, eta: 7:16:40, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2895, loss: 1.2895, grad_norm: 18.8983 2020-08-03 12:17:50,518 - mmaction - INFO - Epoch [53][1660/2505] lr: 5.000e-06, eta: 7:16:01, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8573, loss_cls: 1.3204, loss: 1.3204, grad_norm: 18.0528 2020-08-03 12:18:28,890 - mmaction - INFO - Epoch [53][1680/2505] lr: 5.000e-06, eta: 7:15:21, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8646, loss_cls: 1.2748, loss: 1.2748, grad_norm: 18.1485 2020-08-03 12:19:06,947 - mmaction - INFO - Epoch [53][1700/2505] lr: 5.000e-06, eta: 7:14:42, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8714, loss_cls: 1.2404, loss: 1.2404, grad_norm: 18.4585 2020-08-03 12:19:45,209 - mmaction - INFO - Epoch [53][1720/2505] lr: 5.000e-06, eta: 7:14:03, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8760, loss_cls: 1.2347, loss: 1.2347, grad_norm: 17.3777 2020-08-03 12:20:23,482 - mmaction - INFO - Epoch [53][1740/2505] lr: 5.000e-06, eta: 7:13:23, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8729, loss_cls: 1.2273, loss: 1.2273, grad_norm: 17.7574 2020-08-03 12:21:01,847 - mmaction - INFO - Epoch [53][1760/2505] lr: 5.000e-06, eta: 7:12:44, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8719, loss_cls: 1.2239, loss: 1.2239, grad_norm: 17.6243 2020-08-03 12:21:39,947 - mmaction - INFO - Epoch [53][1780/2505] lr: 5.000e-06, eta: 7:12:05, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8714, loss_cls: 1.2309, loss: 1.2309, grad_norm: 17.6644 2020-08-03 12:22:18,109 - mmaction - INFO - Epoch [53][1800/2505] lr: 5.000e-06, eta: 7:11:26, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8547, loss_cls: 1.2913, loss: 1.2913, grad_norm: 17.9678 2020-08-03 12:22:56,059 - mmaction - INFO - Epoch [53][1820/2505] lr: 5.000e-06, eta: 7:10:46, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6958, top5_acc: 0.8594, loss_cls: 1.3169, loss: 1.3169, grad_norm: 17.8275 2020-08-03 12:23:34,073 - mmaction - INFO - Epoch [53][1840/2505] lr: 5.000e-06, eta: 7:10:07, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8750, loss_cls: 1.2232, loss: 1.2232, grad_norm: 17.8894 2020-08-03 12:24:11,817 - mmaction - INFO - Epoch [53][1860/2505] lr: 5.000e-06, eta: 7:09:27, time: 1.887, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8807, loss_cls: 1.1795, loss: 1.1795, grad_norm: 17.5814 2020-08-03 12:24:49,923 - mmaction - INFO - Epoch [53][1880/2505] lr: 5.000e-06, eta: 7:08:48, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7354, top5_acc: 0.8865, loss_cls: 1.1596, loss: 1.1596, grad_norm: 17.8538 2020-08-03 12:25:27,993 - mmaction - INFO - Epoch [53][1900/2505] lr: 5.000e-06, eta: 7:08:09, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8734, loss_cls: 1.2671, loss: 1.2671, grad_norm: 17.5569 2020-08-03 12:26:54,090 - mmaction - INFO - Epoch [53][1920/2505] lr: 5.000e-06, eta: 7:07:39, time: 4.305, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8594, loss_cls: 1.2912, loss: 1.2912, grad_norm: 18.2760 2020-08-03 12:27:31,916 - mmaction - INFO - Epoch [53][1940/2505] lr: 5.000e-06, eta: 7:06:59, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8750, loss_cls: 1.2225, loss: 1.2225, grad_norm: 17.6722 2020-08-03 12:28:09,828 - mmaction - INFO - Epoch [53][1960/2505] lr: 5.000e-06, eta: 7:06:20, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8708, loss_cls: 1.2571, loss: 1.2571, grad_norm: 18.4140 2020-08-03 12:28:47,881 - mmaction - INFO - Epoch [53][1980/2505] lr: 5.000e-06, eta: 7:05:41, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8849, loss_cls: 1.2266, loss: 1.2266, grad_norm: 17.8292 2020-08-03 12:29:26,080 - mmaction - INFO - Epoch [53][2000/2505] lr: 5.000e-06, eta: 7:05:01, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8740, loss_cls: 1.2570, loss: 1.2570, grad_norm: 17.7609 2020-08-03 12:30:04,012 - mmaction - INFO - Epoch [53][2020/2505] lr: 5.000e-06, eta: 7:04:22, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8724, loss_cls: 1.2866, loss: 1.2866, grad_norm: 18.2267 2020-08-03 12:30:41,968 - mmaction - INFO - Epoch [53][2040/2505] lr: 5.000e-06, eta: 7:03:43, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.2520, loss: 1.2520, grad_norm: 18.1272 2020-08-03 12:31:19,809 - mmaction - INFO - Epoch [53][2060/2505] lr: 5.000e-06, eta: 7:03:03, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8786, loss_cls: 1.2403, loss: 1.2403, grad_norm: 18.5552 2020-08-03 12:31:57,795 - mmaction - INFO - Epoch [53][2080/2505] lr: 5.000e-06, eta: 7:02:24, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8755, loss_cls: 1.2197, loss: 1.2197, grad_norm: 18.1475 2020-08-03 12:32:35,671 - mmaction - INFO - Epoch [53][2100/2505] lr: 5.000e-06, eta: 7:01:44, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.2239, loss: 1.2239, grad_norm: 17.8535 2020-08-03 12:33:13,581 - mmaction - INFO - Epoch [53][2120/2505] lr: 5.000e-06, eta: 7:01:05, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8646, loss_cls: 1.2569, loss: 1.2569, grad_norm: 17.7555 2020-08-03 12:33:51,747 - mmaction - INFO - Epoch [53][2140/2505] lr: 5.000e-06, eta: 7:00:26, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8583, loss_cls: 1.3331, loss: 1.3331, grad_norm: 18.1527 2020-08-03 12:34:30,210 - mmaction - INFO - Epoch [53][2160/2505] lr: 5.000e-06, eta: 6:59:46, time: 1.924, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8714, loss_cls: 1.2272, loss: 1.2272, grad_norm: 17.7114 2020-08-03 12:35:08,076 - mmaction - INFO - Epoch [53][2180/2505] lr: 5.000e-06, eta: 6:59:07, time: 1.893, data_time: 0.000, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8708, loss_cls: 1.2034, loss: 1.2034, grad_norm: 17.5503 2020-08-03 12:35:46,087 - mmaction - INFO - Epoch [53][2200/2505] lr: 5.000e-06, eta: 6:58:28, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8630, loss_cls: 1.2159, loss: 1.2159, grad_norm: 18.1450 2020-08-03 12:36:24,147 - mmaction - INFO - Epoch [53][2220/2505] lr: 5.000e-06, eta: 6:57:48, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8714, loss_cls: 1.2715, loss: 1.2715, grad_norm: 17.9126 2020-08-03 12:37:02,356 - mmaction - INFO - Epoch [53][2240/2505] lr: 5.000e-06, eta: 6:57:09, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8818, loss_cls: 1.2010, loss: 1.2010, grad_norm: 17.1479 2020-08-03 12:37:40,375 - mmaction - INFO - Epoch [53][2260/2505] lr: 5.000e-06, eta: 6:56:30, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8661, loss_cls: 1.2791, loss: 1.2791, grad_norm: 17.2690 2020-08-03 12:38:18,441 - mmaction - INFO - Epoch [53][2280/2505] lr: 5.000e-06, eta: 6:55:50, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8609, loss_cls: 1.2746, loss: 1.2746, grad_norm: 17.9909 2020-08-03 12:38:56,663 - mmaction - INFO - Epoch [53][2300/2505] lr: 5.000e-06, eta: 6:55:11, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8781, loss_cls: 1.2533, loss: 1.2533, grad_norm: 18.1887 2020-08-03 12:40:30,415 - mmaction - INFO - Epoch [53][2320/2505] lr: 5.000e-06, eta: 6:54:42, time: 4.688, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8745, loss_cls: 1.2488, loss: 1.2488, grad_norm: 18.1591 2020-08-03 12:41:08,395 - mmaction - INFO - Epoch [53][2340/2505] lr: 5.000e-06, eta: 6:54:03, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8609, loss_cls: 1.3191, loss: 1.3191, grad_norm: 18.6681 2020-08-03 12:41:46,502 - mmaction - INFO - Epoch [53][2360/2505] lr: 5.000e-06, eta: 6:53:23, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7286, top5_acc: 0.8880, loss_cls: 1.1515, loss: 1.1515, grad_norm: 17.9990 2020-08-03 12:42:24,792 - mmaction - INFO - Epoch [53][2380/2505] lr: 5.000e-06, eta: 6:52:44, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8609, loss_cls: 1.2717, loss: 1.2717, grad_norm: 17.6268 2020-08-03 12:43:02,831 - mmaction - INFO - Epoch [53][2400/2505] lr: 5.000e-06, eta: 6:52:05, time: 1.903, data_time: 0.002, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8734, loss_cls: 1.2750, loss: 1.2750, grad_norm: 18.1719 2020-08-03 12:43:40,943 - mmaction - INFO - Epoch [53][2420/2505] lr: 5.000e-06, eta: 6:51:25, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8573, loss_cls: 1.2589, loss: 1.2589, grad_norm: 17.7343 2020-08-03 12:44:18,903 - mmaction - INFO - Epoch [53][2440/2505] lr: 5.000e-06, eta: 6:50:46, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8729, loss_cls: 1.2280, loss: 1.2280, grad_norm: 17.8350 2020-08-03 12:45:52,860 - mmaction - INFO - Epoch [53][2460/2505] lr: 5.000e-06, eta: 6:50:17, time: 4.698, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8609, loss_cls: 1.3369, loss: 1.3369, grad_norm: 17.7330 2020-08-03 12:46:30,931 - mmaction - INFO - Epoch [53][2480/2505] lr: 5.000e-06, eta: 6:49:38, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8688, loss_cls: 1.2692, loss: 1.2692, grad_norm: 18.0188 2020-08-03 12:47:08,867 - mmaction - INFO - Epoch [53][2500/2505] lr: 5.000e-06, eta: 6:48:58, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6891, top5_acc: 0.8630, loss_cls: 1.3363, loss: 1.3363, grad_norm: 18.8119 2020-08-03 12:48:46,173 - mmaction - INFO - Epoch [54][20/2505] lr: 5.000e-06, eta: 6:48:16, time: 4.117, data_time: 2.179, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8594, loss_cls: 1.3517, loss: 1.3517, grad_norm: 18.0086 2020-08-03 12:49:24,991 - mmaction - INFO - Epoch [54][40/2505] lr: 5.000e-06, eta: 6:47:36, time: 1.941, data_time: 0.012, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8703, loss_cls: 1.2917, loss: 1.2917, grad_norm: 19.1192 2020-08-03 12:50:59,205 - mmaction - INFO - Epoch [54][60/2505] lr: 5.000e-06, eta: 6:47:07, time: 4.711, data_time: 0.002, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8698, loss_cls: 1.2335, loss: 1.2335, grad_norm: 17.7332 2020-08-03 12:51:37,534 - mmaction - INFO - Epoch [54][80/2505] lr: 5.000e-06, eta: 6:46:28, time: 1.917, data_time: 0.003, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8760, loss_cls: 1.2135, loss: 1.2135, grad_norm: 17.3002 2020-08-03 12:52:15,905 - mmaction - INFO - Epoch [54][100/2505] lr: 5.000e-06, eta: 6:45:49, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8740, loss_cls: 1.2625, loss: 1.2625, grad_norm: 17.8328 2020-08-03 12:52:54,244 - mmaction - INFO - Epoch [54][120/2505] lr: 5.000e-06, eta: 6:45:09, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8646, loss_cls: 1.2641, loss: 1.2641, grad_norm: 17.8820 2020-08-03 12:53:32,500 - mmaction - INFO - Epoch [54][140/2505] lr: 5.000e-06, eta: 6:44:30, time: 1.912, data_time: 0.000, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8661, loss_cls: 1.2769, loss: 1.2769, grad_norm: 18.6742 2020-08-03 12:54:10,733 - mmaction - INFO - Epoch [54][160/2505] lr: 5.000e-06, eta: 6:43:50, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7380, top5_acc: 0.8792, loss_cls: 1.1712, loss: 1.1712, grad_norm: 16.9071 2020-08-03 12:54:49,214 - mmaction - INFO - Epoch [54][180/2505] lr: 5.000e-06, eta: 6:43:11, time: 1.924, data_time: 0.001, memory: 8520, top1_acc: 0.7250, top5_acc: 0.8641, loss_cls: 1.2316, loss: 1.2316, grad_norm: 17.6255 2020-08-03 12:55:27,337 - mmaction - INFO - Epoch [54][200/2505] lr: 5.000e-06, eta: 6:42:32, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8703, loss_cls: 1.2955, loss: 1.2955, grad_norm: 18.0994 2020-08-03 12:56:05,519 - mmaction - INFO - Epoch [54][220/2505] lr: 5.000e-06, eta: 6:41:52, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8729, loss_cls: 1.2631, loss: 1.2631, grad_norm: 18.1061 2020-08-03 12:56:43,748 - mmaction - INFO - Epoch [54][240/2505] lr: 5.000e-06, eta: 6:41:13, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8703, loss_cls: 1.2588, loss: 1.2588, grad_norm: 17.9902 2020-08-03 12:57:21,796 - mmaction - INFO - Epoch [54][260/2505] lr: 5.000e-06, eta: 6:40:34, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.2985, loss: 1.2985, grad_norm: 17.2306 2020-08-03 12:58:00,008 - mmaction - INFO - Epoch [54][280/2505] lr: 5.000e-06, eta: 6:39:54, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8589, loss_cls: 1.3272, loss: 1.3272, grad_norm: 18.2355 2020-08-03 12:58:38,085 - mmaction - INFO - Epoch [54][300/2505] lr: 5.000e-06, eta: 6:39:15, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8698, loss_cls: 1.2710, loss: 1.2710, grad_norm: 17.9496 2020-08-03 12:59:16,273 - mmaction - INFO - Epoch [54][320/2505] lr: 5.000e-06, eta: 6:38:35, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7286, top5_acc: 0.8651, loss_cls: 1.2893, loss: 1.2893, grad_norm: 17.6266 2020-08-03 12:59:54,230 - mmaction - INFO - Epoch [54][340/2505] lr: 5.000e-06, eta: 6:37:56, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8797, loss_cls: 1.2227, loss: 1.2227, grad_norm: 17.6096 2020-08-03 13:00:35,165 - mmaction - INFO - Epoch [54][360/2505] lr: 5.000e-06, eta: 6:37:17, time: 2.046, data_time: 0.004, memory: 8520, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.2029, loss: 1.2029, grad_norm: 18.0839 2020-08-03 13:01:13,466 - mmaction - INFO - Epoch [54][380/2505] lr: 5.000e-06, eta: 6:36:38, time: 1.916, data_time: 0.004, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8714, loss_cls: 1.2388, loss: 1.2388, grad_norm: 17.6329 2020-08-03 13:01:51,700 - mmaction - INFO - Epoch [54][400/2505] lr: 5.000e-06, eta: 6:35:58, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8745, loss_cls: 1.2863, loss: 1.2863, grad_norm: 18.9038 2020-08-03 13:02:29,973 - mmaction - INFO - Epoch [54][420/2505] lr: 5.000e-06, eta: 6:35:19, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8661, loss_cls: 1.2762, loss: 1.2762, grad_norm: 17.5078 2020-08-03 13:03:08,270 - mmaction - INFO - Epoch [54][440/2505] lr: 5.000e-06, eta: 6:34:40, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8641, loss_cls: 1.2840, loss: 1.2840, grad_norm: 18.8100 2020-08-03 13:03:46,551 - mmaction - INFO - Epoch [54][460/2505] lr: 5.000e-06, eta: 6:34:00, time: 1.913, data_time: 0.000, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8766, loss_cls: 1.1986, loss: 1.1986, grad_norm: 17.7064 2020-08-03 13:04:24,875 - mmaction - INFO - Epoch [54][480/2505] lr: 5.000e-06, eta: 6:33:21, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8786, loss_cls: 1.2293, loss: 1.2293, grad_norm: 17.5761 2020-08-03 13:05:03,331 - mmaction - INFO - Epoch [54][500/2505] lr: 5.000e-06, eta: 6:32:42, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8724, loss_cls: 1.2814, loss: 1.2814, grad_norm: 18.2466 2020-08-03 13:05:41,655 - mmaction - INFO - Epoch [54][520/2505] lr: 5.000e-06, eta: 6:32:02, time: 1.926, data_time: 0.011, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8703, loss_cls: 1.2646, loss: 1.2646, grad_norm: 18.0090 2020-08-03 13:06:19,805 - mmaction - INFO - Epoch [54][540/2505] lr: 5.000e-06, eta: 6:31:23, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7422, top5_acc: 0.8911, loss_cls: 1.1351, loss: 1.1351, grad_norm: 17.1303 2020-08-03 13:06:58,100 - mmaction - INFO - Epoch [54][560/2505] lr: 5.000e-06, eta: 6:30:44, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8693, loss_cls: 1.2729, loss: 1.2729, grad_norm: 17.9358 2020-08-03 13:07:36,386 - mmaction - INFO - Epoch [54][580/2505] lr: 5.000e-06, eta: 6:30:04, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.2258, loss: 1.2258, grad_norm: 17.8798 2020-08-03 13:08:14,606 - mmaction - INFO - Epoch [54][600/2505] lr: 5.000e-06, eta: 6:29:25, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8786, loss_cls: 1.1885, loss: 1.1885, grad_norm: 17.7305 2020-08-03 13:08:52,653 - mmaction - INFO - Epoch [54][620/2505] lr: 5.000e-06, eta: 6:28:46, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8750, loss_cls: 1.2454, loss: 1.2454, grad_norm: 17.4283 2020-08-03 13:09:30,778 - mmaction - INFO - Epoch [54][640/2505] lr: 5.000e-06, eta: 6:28:06, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8682, loss_cls: 1.2336, loss: 1.2336, grad_norm: 17.0542 2020-08-03 13:10:08,955 - mmaction - INFO - Epoch [54][660/2505] lr: 5.000e-06, eta: 6:27:27, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2691, loss: 1.2691, grad_norm: 17.4542 2020-08-03 13:10:47,001 - mmaction - INFO - Epoch [54][680/2505] lr: 5.000e-06, eta: 6:26:48, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8625, loss_cls: 1.2647, loss: 1.2647, grad_norm: 17.7493 2020-08-03 13:11:25,233 - mmaction - INFO - Epoch [54][700/2505] lr: 5.000e-06, eta: 6:26:08, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8849, loss_cls: 1.1636, loss: 1.1636, grad_norm: 17.3901 2020-08-03 13:12:03,366 - mmaction - INFO - Epoch [54][720/2505] lr: 5.000e-06, eta: 6:25:29, time: 1.906, data_time: 0.000, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8625, loss_cls: 1.2700, loss: 1.2700, grad_norm: 17.7482 2020-08-03 13:12:41,456 - mmaction - INFO - Epoch [54][740/2505] lr: 5.000e-06, eta: 6:24:49, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8724, loss_cls: 1.2552, loss: 1.2552, grad_norm: 18.0981 2020-08-03 13:13:19,796 - mmaction - INFO - Epoch [54][760/2505] lr: 5.000e-06, eta: 6:24:10, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8714, loss_cls: 1.2719, loss: 1.2719, grad_norm: 18.2524 2020-08-03 13:13:58,040 - mmaction - INFO - Epoch [54][780/2505] lr: 5.000e-06, eta: 6:23:31, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8833, loss_cls: 1.2324, loss: 1.2324, grad_norm: 17.6964 2020-08-03 13:14:36,349 - mmaction - INFO - Epoch [54][800/2505] lr: 5.000e-06, eta: 6:22:51, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8562, loss_cls: 1.2963, loss: 1.2963, grad_norm: 18.2859 2020-08-03 13:15:14,370 - mmaction - INFO - Epoch [54][820/2505] lr: 5.000e-06, eta: 6:22:12, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8755, loss_cls: 1.1988, loss: 1.1988, grad_norm: 17.6905 2020-08-03 13:15:52,402 - mmaction - INFO - Epoch [54][840/2505] lr: 5.000e-06, eta: 6:21:33, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8708, loss_cls: 1.2586, loss: 1.2586, grad_norm: 18.0435 2020-08-03 13:16:30,358 - mmaction - INFO - Epoch [54][860/2505] lr: 5.000e-06, eta: 6:20:53, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8677, loss_cls: 1.2820, loss: 1.2820, grad_norm: 17.9798 2020-08-03 13:17:08,507 - mmaction - INFO - Epoch [54][880/2505] lr: 5.000e-06, eta: 6:20:14, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7250, top5_acc: 0.8818, loss_cls: 1.1924, loss: 1.1924, grad_norm: 17.7395 2020-08-03 13:17:46,585 - mmaction - INFO - Epoch [54][900/2505] lr: 5.000e-06, eta: 6:19:35, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8755, loss_cls: 1.2707, loss: 1.2707, grad_norm: 17.9858 2020-08-03 13:18:24,622 - mmaction - INFO - Epoch [54][920/2505] lr: 5.000e-06, eta: 6:18:55, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8729, loss_cls: 1.2603, loss: 1.2603, grad_norm: 17.7997 2020-08-03 13:19:02,633 - mmaction - INFO - Epoch [54][940/2505] lr: 5.000e-06, eta: 6:18:16, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8750, loss_cls: 1.1970, loss: 1.1970, grad_norm: 17.0728 2020-08-03 13:19:40,670 - mmaction - INFO - Epoch [54][960/2505] lr: 5.000e-06, eta: 6:17:36, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.6885, top5_acc: 0.8568, loss_cls: 1.3432, loss: 1.3432, grad_norm: 18.4521 2020-08-03 13:20:18,535 - mmaction - INFO - Epoch [54][980/2505] lr: 5.000e-06, eta: 6:16:57, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7323, top5_acc: 0.8771, loss_cls: 1.2176, loss: 1.2176, grad_norm: 17.6100 2020-08-03 13:20:56,696 - mmaction - INFO - Epoch [54][1000/2505] lr: 5.000e-06, eta: 6:16:18, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8661, loss_cls: 1.2894, loss: 1.2894, grad_norm: 17.8334 2020-08-03 13:21:34,810 - mmaction - INFO - Epoch [54][1020/2505] lr: 5.000e-06, eta: 6:15:38, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8792, loss_cls: 1.2218, loss: 1.2218, grad_norm: 18.2097 2020-08-03 13:22:12,905 - mmaction - INFO - Epoch [54][1040/2505] lr: 5.000e-06, eta: 6:14:59, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8630, loss_cls: 1.2827, loss: 1.2827, grad_norm: 18.0230 2020-08-03 13:22:50,932 - mmaction - INFO - Epoch [54][1060/2505] lr: 5.000e-06, eta: 6:14:20, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8786, loss_cls: 1.2267, loss: 1.2267, grad_norm: 18.6053 2020-08-03 13:23:28,849 - mmaction - INFO - Epoch [54][1080/2505] lr: 5.000e-06, eta: 6:13:40, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8786, loss_cls: 1.2356, loss: 1.2356, grad_norm: 18.1952 2020-08-03 13:24:06,789 - mmaction - INFO - Epoch [54][1100/2505] lr: 5.000e-06, eta: 6:13:01, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8672, loss_cls: 1.2705, loss: 1.2705, grad_norm: 17.3829 2020-08-03 13:24:45,038 - mmaction - INFO - Epoch [54][1120/2505] lr: 5.000e-06, eta: 6:12:21, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8698, loss_cls: 1.2679, loss: 1.2679, grad_norm: 18.0504 2020-08-03 13:25:23,352 - mmaction - INFO - Epoch [54][1140/2505] lr: 5.000e-06, eta: 6:11:42, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8656, loss_cls: 1.2339, loss: 1.2339, grad_norm: 17.1808 2020-08-03 13:26:01,634 - mmaction - INFO - Epoch [54][1160/2505] lr: 5.000e-06, eta: 6:11:03, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8594, loss_cls: 1.3330, loss: 1.3330, grad_norm: 17.8530 2020-08-03 13:26:39,966 - mmaction - INFO - Epoch [54][1180/2505] lr: 5.000e-06, eta: 6:10:23, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8740, loss_cls: 1.2266, loss: 1.2266, grad_norm: 17.8985 2020-08-03 13:27:18,130 - mmaction - INFO - Epoch [54][1200/2505] lr: 5.000e-06, eta: 6:09:44, time: 1.908, data_time: 0.000, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8750, loss_cls: 1.2403, loss: 1.2403, grad_norm: 17.3535 2020-08-03 13:27:56,252 - mmaction - INFO - Epoch [54][1220/2505] lr: 5.000e-06, eta: 6:09:05, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8714, loss_cls: 1.2715, loss: 1.2715, grad_norm: 18.8615 2020-08-03 13:28:34,201 - mmaction - INFO - Epoch [54][1240/2505] lr: 5.000e-06, eta: 6:08:25, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8656, loss_cls: 1.2653, loss: 1.2653, grad_norm: 17.1848 2020-08-03 13:29:12,173 - mmaction - INFO - Epoch [54][1260/2505] lr: 5.000e-06, eta: 6:07:46, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8552, loss_cls: 1.2983, loss: 1.2983, grad_norm: 18.9596 2020-08-03 13:29:50,352 - mmaction - INFO - Epoch [54][1280/2505] lr: 5.000e-06, eta: 6:07:07, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.6948, top5_acc: 0.8609, loss_cls: 1.3253, loss: 1.3253, grad_norm: 18.2556 2020-08-03 13:30:28,460 - mmaction - INFO - Epoch [54][1300/2505] lr: 5.000e-06, eta: 6:06:27, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8698, loss_cls: 1.2633, loss: 1.2633, grad_norm: 18.5206 2020-08-03 13:31:06,345 - mmaction - INFO - Epoch [54][1320/2505] lr: 5.000e-06, eta: 6:05:48, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8703, loss_cls: 1.1961, loss: 1.1961, grad_norm: 17.3197 2020-08-03 13:31:44,785 - mmaction - INFO - Epoch [54][1340/2505] lr: 5.000e-06, eta: 6:05:09, time: 1.922, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8839, loss_cls: 1.1928, loss: 1.1928, grad_norm: 17.2899 2020-08-03 13:32:22,895 - mmaction - INFO - Epoch [54][1360/2505] lr: 5.000e-06, eta: 6:04:29, time: 1.906, data_time: 0.007, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8844, loss_cls: 1.2197, loss: 1.2197, grad_norm: 18.4620 2020-08-03 13:33:00,864 - mmaction - INFO - Epoch [54][1380/2505] lr: 5.000e-06, eta: 6:03:50, time: 1.898, data_time: 0.002, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8698, loss_cls: 1.2884, loss: 1.2884, grad_norm: 18.3194 2020-08-03 13:33:38,869 - mmaction - INFO - Epoch [54][1400/2505] lr: 5.000e-06, eta: 6:03:11, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8661, loss_cls: 1.2720, loss: 1.2720, grad_norm: 18.0608 2020-08-03 13:34:16,724 - mmaction - INFO - Epoch [54][1420/2505] lr: 5.000e-06, eta: 6:02:31, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8760, loss_cls: 1.2318, loss: 1.2318, grad_norm: 18.0464 2020-08-03 13:34:54,601 - mmaction - INFO - Epoch [54][1440/2505] lr: 5.000e-06, eta: 6:01:52, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.6969, top5_acc: 0.8635, loss_cls: 1.3068, loss: 1.3068, grad_norm: 18.3670 2020-08-03 13:35:33,059 - mmaction - INFO - Epoch [54][1460/2505] lr: 5.000e-06, eta: 6:01:12, time: 1.923, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8583, loss_cls: 1.3314, loss: 1.3314, grad_norm: 17.8652 2020-08-03 13:36:11,091 - mmaction - INFO - Epoch [54][1480/2505] lr: 5.000e-06, eta: 6:00:33, time: 1.902, data_time: 0.003, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8776, loss_cls: 1.2073, loss: 1.2073, grad_norm: 17.9738 2020-08-03 13:36:49,021 - mmaction - INFO - Epoch [54][1500/2505] lr: 5.000e-06, eta: 5:59:54, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8833, loss_cls: 1.2127, loss: 1.2127, grad_norm: 17.5966 2020-08-03 13:37:26,905 - mmaction - INFO - Epoch [54][1520/2505] lr: 5.000e-06, eta: 5:59:14, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8703, loss_cls: 1.2719, loss: 1.2719, grad_norm: 18.2250 2020-08-03 13:38:04,928 - mmaction - INFO - Epoch [54][1540/2505] lr: 5.000e-06, eta: 5:58:35, time: 1.900, data_time: 0.000, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8729, loss_cls: 1.2268, loss: 1.2268, grad_norm: 17.8634 2020-08-03 13:38:42,978 - mmaction - INFO - Epoch [54][1560/2505] lr: 5.000e-06, eta: 5:57:56, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8687, loss_cls: 1.2739, loss: 1.2739, grad_norm: 17.8628 2020-08-03 13:39:21,058 - mmaction - INFO - Epoch [54][1580/2505] lr: 5.000e-06, eta: 5:57:16, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8651, loss_cls: 1.2579, loss: 1.2579, grad_norm: 17.4283 2020-08-03 13:39:58,959 - mmaction - INFO - Epoch [54][1600/2505] lr: 5.000e-06, eta: 5:56:37, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8719, loss_cls: 1.2216, loss: 1.2216, grad_norm: 17.6290 2020-08-03 13:40:36,861 - mmaction - INFO - Epoch [54][1620/2505] lr: 5.000e-06, eta: 5:55:58, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8828, loss_cls: 1.1909, loss: 1.1909, grad_norm: 17.5946 2020-08-03 13:41:15,195 - mmaction - INFO - Epoch [54][1640/2505] lr: 5.000e-06, eta: 5:55:18, time: 1.917, data_time: 0.005, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8693, loss_cls: 1.2387, loss: 1.2387, grad_norm: 17.4071 2020-08-03 13:41:53,487 - mmaction - INFO - Epoch [54][1660/2505] lr: 5.000e-06, eta: 5:54:39, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.1972, loss: 1.1972, grad_norm: 17.4334 2020-08-03 13:42:31,886 - mmaction - INFO - Epoch [54][1680/2505] lr: 5.000e-06, eta: 5:54:00, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8573, loss_cls: 1.2874, loss: 1.2874, grad_norm: 17.9460 2020-08-03 13:43:10,244 - mmaction - INFO - Epoch [54][1700/2505] lr: 5.000e-06, eta: 5:53:20, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8755, loss_cls: 1.2273, loss: 1.2273, grad_norm: 17.3368 2020-08-03 13:43:48,462 - mmaction - INFO - Epoch [54][1720/2505] lr: 5.000e-06, eta: 5:52:41, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8724, loss_cls: 1.2723, loss: 1.2723, grad_norm: 17.8022 2020-08-03 13:44:26,673 - mmaction - INFO - Epoch [54][1740/2505] lr: 5.000e-06, eta: 5:52:02, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8813, loss_cls: 1.1802, loss: 1.1802, grad_norm: 17.3069 2020-08-03 13:45:04,921 - mmaction - INFO - Epoch [54][1760/2505] lr: 5.000e-06, eta: 5:51:22, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8594, loss_cls: 1.3065, loss: 1.3065, grad_norm: 18.5200 2020-08-03 13:45:43,053 - mmaction - INFO - Epoch [54][1780/2505] lr: 5.000e-06, eta: 5:50:43, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7333, top5_acc: 0.8927, loss_cls: 1.1498, loss: 1.1498, grad_norm: 16.7372 2020-08-03 13:46:21,205 - mmaction - INFO - Epoch [54][1800/2505] lr: 5.000e-06, eta: 5:50:04, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8740, loss_cls: 1.2688, loss: 1.2688, grad_norm: 17.8517 2020-08-03 13:46:59,350 - mmaction - INFO - Epoch [54][1820/2505] lr: 5.000e-06, eta: 5:49:24, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8786, loss_cls: 1.1773, loss: 1.1773, grad_norm: 17.4394 2020-08-03 13:47:37,488 - mmaction - INFO - Epoch [54][1840/2505] lr: 5.000e-06, eta: 5:48:45, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8698, loss_cls: 1.2747, loss: 1.2747, grad_norm: 18.4072 2020-08-03 13:48:15,568 - mmaction - INFO - Epoch [54][1860/2505] lr: 5.000e-06, eta: 5:48:06, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.2469, loss: 1.2469, grad_norm: 17.9746 2020-08-03 13:48:53,636 - mmaction - INFO - Epoch [54][1880/2505] lr: 5.000e-06, eta: 5:47:26, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8901, loss_cls: 1.1619, loss: 1.1619, grad_norm: 17.7999 2020-08-03 13:49:31,589 - mmaction - INFO - Epoch [54][1900/2505] lr: 5.000e-06, eta: 5:46:47, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8786, loss_cls: 1.2414, loss: 1.2414, grad_norm: 18.0233 2020-08-03 13:50:09,630 - mmaction - INFO - Epoch [54][1920/2505] lr: 5.000e-06, eta: 5:46:08, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8807, loss_cls: 1.2164, loss: 1.2164, grad_norm: 17.9126 2020-08-03 13:50:47,745 - mmaction - INFO - Epoch [54][1940/2505] lr: 5.000e-06, eta: 5:45:28, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8714, loss_cls: 1.2582, loss: 1.2582, grad_norm: 18.1810 2020-08-03 13:51:25,704 - mmaction - INFO - Epoch [54][1960/2505] lr: 5.000e-06, eta: 5:44:49, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8781, loss_cls: 1.2261, loss: 1.2261, grad_norm: 18.1910 2020-08-03 13:52:03,902 - mmaction - INFO - Epoch [54][1980/2505] lr: 5.000e-06, eta: 5:44:10, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8740, loss_cls: 1.2267, loss: 1.2267, grad_norm: 17.6245 2020-08-03 13:52:42,015 - mmaction - INFO - Epoch [54][2000/2505] lr: 5.000e-06, eta: 5:43:30, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8766, loss_cls: 1.2041, loss: 1.2041, grad_norm: 18.5219 2020-08-03 13:53:20,131 - mmaction - INFO - Epoch [54][2020/2505] lr: 5.000e-06, eta: 5:42:51, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8813, loss_cls: 1.2164, loss: 1.2164, grad_norm: 18.3757 2020-08-03 13:53:58,163 - mmaction - INFO - Epoch [54][2040/2505] lr: 5.000e-06, eta: 5:42:12, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8714, loss_cls: 1.2180, loss: 1.2180, grad_norm: 17.2358 2020-08-03 13:54:36,168 - mmaction - INFO - Epoch [54][2060/2505] lr: 5.000e-06, eta: 5:41:32, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8677, loss_cls: 1.2354, loss: 1.2354, grad_norm: 18.0859 2020-08-03 13:55:14,076 - mmaction - INFO - Epoch [54][2080/2505] lr: 5.000e-06, eta: 5:40:53, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8698, loss_cls: 1.2221, loss: 1.2221, grad_norm: 17.8661 2020-08-03 13:55:51,999 - mmaction - INFO - Epoch [54][2100/2505] lr: 5.000e-06, eta: 5:40:14, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8760, loss_cls: 1.2204, loss: 1.2204, grad_norm: 17.3140 2020-08-03 13:56:30,043 - mmaction - INFO - Epoch [54][2120/2505] lr: 5.000e-06, eta: 5:39:34, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8771, loss_cls: 1.2261, loss: 1.2261, grad_norm: 17.3044 2020-08-03 13:57:08,021 - mmaction - INFO - Epoch [54][2140/2505] lr: 5.000e-06, eta: 5:38:55, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7406, top5_acc: 0.8839, loss_cls: 1.1471, loss: 1.1471, grad_norm: 17.2650 2020-08-03 13:57:46,046 - mmaction - INFO - Epoch [54][2160/2505] lr: 5.000e-06, eta: 5:38:16, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1670, loss: 1.1670, grad_norm: 17.9467 2020-08-03 13:58:24,047 - mmaction - INFO - Epoch [54][2180/2505] lr: 5.000e-06, eta: 5:37:36, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8813, loss_cls: 1.2139, loss: 1.2139, grad_norm: 18.6306 2020-08-03 13:59:02,054 - mmaction - INFO - Epoch [54][2200/2505] lr: 5.000e-06, eta: 5:36:57, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7365, top5_acc: 0.8823, loss_cls: 1.1637, loss: 1.1637, grad_norm: 17.0265 2020-08-03 13:59:40,323 - mmaction - INFO - Epoch [54][2220/2505] lr: 5.000e-06, eta: 5:36:18, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8682, loss_cls: 1.2568, loss: 1.2568, grad_norm: 18.3032 2020-08-03 14:00:19,576 - mmaction - INFO - Epoch [54][2240/2505] lr: 5.000e-06, eta: 5:35:39, time: 1.962, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8745, loss_cls: 1.2357, loss: 1.2357, grad_norm: 17.9536 2020-08-03 14:00:57,820 - mmaction - INFO - Epoch [54][2260/2505] lr: 5.000e-06, eta: 5:34:59, time: 1.913, data_time: 0.008, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8703, loss_cls: 1.2656, loss: 1.2656, grad_norm: 17.9920 2020-08-03 14:01:35,858 - mmaction - INFO - Epoch [54][2280/2505] lr: 5.000e-06, eta: 5:34:20, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8677, loss_cls: 1.3077, loss: 1.3077, grad_norm: 18.5210 2020-08-03 14:02:13,875 - mmaction - INFO - Epoch [54][2300/2505] lr: 5.000e-06, eta: 5:33:41, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8615, loss_cls: 1.3238, loss: 1.3238, grad_norm: 17.7376 2020-08-03 14:02:51,745 - mmaction - INFO - Epoch [54][2320/2505] lr: 5.000e-06, eta: 5:33:01, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8724, loss_cls: 1.2269, loss: 1.2269, grad_norm: 18.1400 2020-08-03 14:03:29,877 - mmaction - INFO - Epoch [54][2340/2505] lr: 5.000e-06, eta: 5:32:22, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8677, loss_cls: 1.2624, loss: 1.2624, grad_norm: 17.7021 2020-08-03 14:04:07,882 - mmaction - INFO - Epoch [54][2360/2505] lr: 5.000e-06, eta: 5:31:43, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8823, loss_cls: 1.2039, loss: 1.2039, grad_norm: 17.6553 2020-08-03 14:04:45,960 - mmaction - INFO - Epoch [54][2380/2505] lr: 5.000e-06, eta: 5:31:03, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8651, loss_cls: 1.2455, loss: 1.2455, grad_norm: 17.7116 2020-08-03 14:05:23,965 - mmaction - INFO - Epoch [54][2400/2505] lr: 5.000e-06, eta: 5:30:24, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8635, loss_cls: 1.3075, loss: 1.3075, grad_norm: 18.0994 2020-08-03 14:06:02,099 - mmaction - INFO - Epoch [54][2420/2505] lr: 5.000e-06, eta: 5:29:45, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8750, loss_cls: 1.2404, loss: 1.2404, grad_norm: 17.8289 2020-08-03 14:06:40,152 - mmaction - INFO - Epoch [54][2440/2505] lr: 5.000e-06, eta: 5:29:05, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8745, loss_cls: 1.1835, loss: 1.1835, grad_norm: 17.4548 2020-08-03 14:07:18,429 - mmaction - INFO - Epoch [54][2460/2505] lr: 5.000e-06, eta: 5:28:26, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8786, loss_cls: 1.2530, loss: 1.2530, grad_norm: 17.8859 2020-08-03 14:07:56,511 - mmaction - INFO - Epoch [54][2480/2505] lr: 5.000e-06, eta: 5:27:47, time: 1.904, data_time: 0.000, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8771, loss_cls: 1.2296, loss: 1.2296, grad_norm: 17.8917 2020-08-03 14:08:34,468 - mmaction - INFO - Epoch [54][2500/2505] lr: 5.000e-06, eta: 5:27:07, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8703, loss_cls: 1.2485, loss: 1.2485, grad_norm: 18.3176 2020-08-03 14:08:47,948 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-08-03 14:10:04,042 - mmaction - INFO - Epoch [55][20/2505] lr: 5.000e-06, eta: 5:26:22, time: 3.776, data_time: 1.834, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8771, loss_cls: 1.2516, loss: 1.2516, grad_norm: 17.5201 2020-08-03 14:10:42,338 - mmaction - INFO - Epoch [55][40/2505] lr: 5.000e-06, eta: 5:25:43, time: 1.915, data_time: 0.005, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8688, loss_cls: 1.3053, loss: 1.3053, grad_norm: 17.8778 2020-08-03 14:11:20,542 - mmaction - INFO - Epoch [55][60/2505] lr: 5.000e-06, eta: 5:25:04, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8698, loss_cls: 1.2276, loss: 1.2276, grad_norm: 18.1255 2020-08-03 14:11:58,755 - mmaction - INFO - Epoch [55][80/2505] lr: 5.000e-06, eta: 5:24:24, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8620, loss_cls: 1.3014, loss: 1.3014, grad_norm: 18.3233 2020-08-03 14:12:37,108 - mmaction - INFO - Epoch [55][100/2505] lr: 5.000e-06, eta: 5:23:45, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8797, loss_cls: 1.2326, loss: 1.2326, grad_norm: 17.6034 2020-08-03 14:13:15,408 - mmaction - INFO - Epoch [55][120/2505] lr: 5.000e-06, eta: 5:23:06, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8802, loss_cls: 1.1987, loss: 1.1987, grad_norm: 17.8285 2020-08-03 14:13:53,709 - mmaction - INFO - Epoch [55][140/2505] lr: 5.000e-06, eta: 5:22:27, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8896, loss_cls: 1.1402, loss: 1.1402, grad_norm: 17.0029 2020-08-03 14:14:31,968 - mmaction - INFO - Epoch [55][160/2505] lr: 5.000e-06, eta: 5:21:47, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8620, loss_cls: 1.2770, loss: 1.2770, grad_norm: 18.3871 2020-08-03 14:15:10,058 - mmaction - INFO - Epoch [55][180/2505] lr: 5.000e-06, eta: 5:21:08, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8667, loss_cls: 1.2827, loss: 1.2827, grad_norm: 17.9068 2020-08-03 14:15:48,154 - mmaction - INFO - Epoch [55][200/2505] lr: 5.000e-06, eta: 5:20:29, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8865, loss_cls: 1.1932, loss: 1.1932, grad_norm: 17.6639 2020-08-03 14:16:26,340 - mmaction - INFO - Epoch [55][220/2505] lr: 5.000e-06, eta: 5:19:49, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8818, loss_cls: 1.2272, loss: 1.2272, grad_norm: 17.8618 2020-08-03 14:17:04,509 - mmaction - INFO - Epoch [55][240/2505] lr: 5.000e-06, eta: 5:19:10, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7313, top5_acc: 0.8927, loss_cls: 1.1626, loss: 1.1626, grad_norm: 17.6151 2020-08-03 14:17:42,627 - mmaction - INFO - Epoch [55][260/2505] lr: 5.000e-06, eta: 5:18:31, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8703, loss_cls: 1.2653, loss: 1.2653, grad_norm: 18.2615 2020-08-03 14:18:20,777 - mmaction - INFO - Epoch [55][280/2505] lr: 5.000e-06, eta: 5:17:51, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8667, loss_cls: 1.2207, loss: 1.2207, grad_norm: 17.2693 2020-08-03 14:18:59,093 - mmaction - INFO - Epoch [55][300/2505] lr: 5.000e-06, eta: 5:17:12, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8703, loss_cls: 1.2416, loss: 1.2416, grad_norm: 17.3636 2020-08-03 14:19:37,306 - mmaction - INFO - Epoch [55][320/2505] lr: 5.000e-06, eta: 5:16:33, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8609, loss_cls: 1.3004, loss: 1.3004, grad_norm: 17.9122 2020-08-03 14:20:15,463 - mmaction - INFO - Epoch [55][340/2505] lr: 5.000e-06, eta: 5:15:54, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8672, loss_cls: 1.2489, loss: 1.2489, grad_norm: 17.7903 2020-08-03 14:20:53,606 - mmaction - INFO - Epoch [55][360/2505] lr: 5.000e-06, eta: 5:15:14, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8708, loss_cls: 1.2454, loss: 1.2454, grad_norm: 18.1180 2020-08-03 14:21:31,722 - mmaction - INFO - Epoch [55][380/2505] lr: 5.000e-06, eta: 5:14:35, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8661, loss_cls: 1.2167, loss: 1.2167, grad_norm: 17.6097 2020-08-03 14:22:09,818 - mmaction - INFO - Epoch [55][400/2505] lr: 5.000e-06, eta: 5:13:56, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8792, loss_cls: 1.1854, loss: 1.1854, grad_norm: 17.4137 2020-08-03 14:22:47,827 - mmaction - INFO - Epoch [55][420/2505] lr: 5.000e-06, eta: 5:13:16, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8708, loss_cls: 1.2542, loss: 1.2542, grad_norm: 18.8433 2020-08-03 14:23:25,977 - mmaction - INFO - Epoch [55][440/2505] lr: 5.000e-06, eta: 5:12:37, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8677, loss_cls: 1.2632, loss: 1.2632, grad_norm: 17.7303 2020-08-03 14:24:04,039 - mmaction - INFO - Epoch [55][460/2505] lr: 5.000e-06, eta: 5:11:58, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.2314, loss: 1.2314, grad_norm: 17.8164 2020-08-03 14:24:42,349 - mmaction - INFO - Epoch [55][480/2505] lr: 5.000e-06, eta: 5:11:18, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8682, loss_cls: 1.2774, loss: 1.2774, grad_norm: 18.7696 2020-08-03 14:25:20,603 - mmaction - INFO - Epoch [55][500/2505] lr: 5.000e-06, eta: 5:10:39, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.2755, loss: 1.2755, grad_norm: 18.4462 2020-08-03 14:25:58,756 - mmaction - INFO - Epoch [55][520/2505] lr: 5.000e-06, eta: 5:10:00, time: 1.907, data_time: 0.000, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8714, loss_cls: 1.2294, loss: 1.2294, grad_norm: 17.3420 2020-08-03 14:26:36,632 - mmaction - INFO - Epoch [55][540/2505] lr: 5.000e-06, eta: 5:09:21, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8719, loss_cls: 1.2242, loss: 1.2242, grad_norm: 18.1991 2020-08-03 14:27:14,759 - mmaction - INFO - Epoch [55][560/2505] lr: 5.000e-06, eta: 5:08:41, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8740, loss_cls: 1.2660, loss: 1.2660, grad_norm: 18.1885 2020-08-03 14:27:52,797 - mmaction - INFO - Epoch [55][580/2505] lr: 5.000e-06, eta: 5:08:02, time: 1.902, data_time: 0.002, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8635, loss_cls: 1.3088, loss: 1.3088, grad_norm: 17.5190 2020-08-03 14:28:30,898 - mmaction - INFO - Epoch [55][600/2505] lr: 5.000e-06, eta: 5:07:23, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8740, loss_cls: 1.2764, loss: 1.2764, grad_norm: 19.0149 2020-08-03 14:29:08,927 - mmaction - INFO - Epoch [55][620/2505] lr: 5.000e-06, eta: 5:06:43, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8661, loss_cls: 1.2960, loss: 1.2960, grad_norm: 17.9459 2020-08-03 14:29:47,221 - mmaction - INFO - Epoch [55][640/2505] lr: 5.000e-06, eta: 5:06:04, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8833, loss_cls: 1.1682, loss: 1.1682, grad_norm: 17.8922 2020-08-03 14:30:25,408 - mmaction - INFO - Epoch [55][660/2505] lr: 5.000e-06, eta: 5:05:25, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8786, loss_cls: 1.1832, loss: 1.1832, grad_norm: 17.4292 2020-08-03 14:31:03,510 - mmaction - INFO - Epoch [55][680/2505] lr: 5.000e-06, eta: 5:04:46, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8703, loss_cls: 1.2074, loss: 1.2074, grad_norm: 17.2627 2020-08-03 14:31:41,779 - mmaction - INFO - Epoch [55][700/2505] lr: 5.000e-06, eta: 5:04:06, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8792, loss_cls: 1.2671, loss: 1.2671, grad_norm: 17.9862 2020-08-03 14:32:19,885 - mmaction - INFO - Epoch [55][720/2505] lr: 5.000e-06, eta: 5:03:27, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8781, loss_cls: 1.2474, loss: 1.2474, grad_norm: 17.8174 2020-08-03 14:32:58,004 - mmaction - INFO - Epoch [55][740/2505] lr: 5.000e-06, eta: 5:02:48, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8677, loss_cls: 1.2369, loss: 1.2369, grad_norm: 17.1430 2020-08-03 14:33:36,022 - mmaction - INFO - Epoch [55][760/2505] lr: 5.000e-06, eta: 5:02:08, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8797, loss_cls: 1.2031, loss: 1.2031, grad_norm: 17.5132 2020-08-03 14:34:13,962 - mmaction - INFO - Epoch [55][780/2505] lr: 5.000e-06, eta: 5:01:29, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8740, loss_cls: 1.1711, loss: 1.1711, grad_norm: 17.4991 2020-08-03 14:34:51,946 - mmaction - INFO - Epoch [55][800/2505] lr: 5.000e-06, eta: 5:00:50, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8786, loss_cls: 1.2090, loss: 1.2090, grad_norm: 18.1752 2020-08-03 14:35:30,834 - mmaction - INFO - Epoch [55][820/2505] lr: 5.000e-06, eta: 5:00:11, time: 1.944, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8521, loss_cls: 1.3532, loss: 1.3532, grad_norm: 17.9477 2020-08-03 14:36:08,875 - mmaction - INFO - Epoch [55][840/2505] lr: 5.000e-06, eta: 4:59:31, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8656, loss_cls: 1.3191, loss: 1.3191, grad_norm: 18.6662 2020-08-03 14:36:46,763 - mmaction - INFO - Epoch [55][860/2505] lr: 5.000e-06, eta: 4:58:52, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8755, loss_cls: 1.2446, loss: 1.2446, grad_norm: 17.9222 2020-08-03 14:37:24,638 - mmaction - INFO - Epoch [55][880/2505] lr: 5.000e-06, eta: 4:58:13, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8708, loss_cls: 1.2365, loss: 1.2365, grad_norm: 17.4587 2020-08-03 14:38:02,439 - mmaction - INFO - Epoch [55][900/2505] lr: 5.000e-06, eta: 4:57:33, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2561, loss: 1.2561, grad_norm: 17.7815 2020-08-03 14:38:40,348 - mmaction - INFO - Epoch [55][920/2505] lr: 5.000e-06, eta: 4:56:54, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8708, loss_cls: 1.2420, loss: 1.2420, grad_norm: 18.3181 2020-08-03 14:39:18,405 - mmaction - INFO - Epoch [55][940/2505] lr: 5.000e-06, eta: 4:56:15, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8661, loss_cls: 1.2820, loss: 1.2820, grad_norm: 17.5363 2020-08-03 14:39:56,399 - mmaction - INFO - Epoch [55][960/2505] lr: 5.000e-06, eta: 4:55:35, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8797, loss_cls: 1.1990, loss: 1.1990, grad_norm: 17.9698 2020-08-03 14:40:34,507 - mmaction - INFO - Epoch [55][980/2505] lr: 5.000e-06, eta: 4:54:56, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8687, loss_cls: 1.2089, loss: 1.2089, grad_norm: 17.9514 2020-08-03 14:41:12,371 - mmaction - INFO - Epoch [55][1000/2505] lr: 5.000e-06, eta: 4:54:17, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8807, loss_cls: 1.2118, loss: 1.2118, grad_norm: 18.0083 2020-08-03 14:41:50,268 - mmaction - INFO - Epoch [55][1020/2505] lr: 5.000e-06, eta: 4:53:37, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8760, loss_cls: 1.2155, loss: 1.2155, grad_norm: 17.2616 2020-08-03 14:42:28,358 - mmaction - INFO - Epoch [55][1040/2505] lr: 5.000e-06, eta: 4:52:58, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8734, loss_cls: 1.2515, loss: 1.2515, grad_norm: 17.3337 2020-08-03 14:43:06,339 - mmaction - INFO - Epoch [55][1060/2505] lr: 5.000e-06, eta: 4:52:19, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8719, loss_cls: 1.2092, loss: 1.2092, grad_norm: 16.8133 2020-08-03 14:43:44,289 - mmaction - INFO - Epoch [55][1080/2505] lr: 5.000e-06, eta: 4:51:40, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8755, loss_cls: 1.2256, loss: 1.2256, grad_norm: 17.7077 2020-08-03 14:44:22,280 - mmaction - INFO - Epoch [55][1100/2505] lr: 5.000e-06, eta: 4:51:00, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8672, loss_cls: 1.2750, loss: 1.2750, grad_norm: 19.1581 2020-08-03 14:45:00,153 - mmaction - INFO - Epoch [55][1120/2505] lr: 5.000e-06, eta: 4:50:21, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8708, loss_cls: 1.2449, loss: 1.2449, grad_norm: 17.5823 2020-08-03 14:45:38,141 - mmaction - INFO - Epoch [55][1140/2505] lr: 5.000e-06, eta: 4:49:42, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8708, loss_cls: 1.2619, loss: 1.2619, grad_norm: 17.5817 2020-08-03 14:46:15,943 - mmaction - INFO - Epoch [55][1160/2505] lr: 5.000e-06, eta: 4:49:02, time: 1.891, data_time: 0.002, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8630, loss_cls: 1.2604, loss: 1.2604, grad_norm: 18.6490 2020-08-03 14:46:54,294 - mmaction - INFO - Epoch [55][1180/2505] lr: 5.000e-06, eta: 4:48:23, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8719, loss_cls: 1.2446, loss: 1.2446, grad_norm: 17.7532 2020-08-03 14:47:32,407 - mmaction - INFO - Epoch [55][1200/2505] lr: 5.000e-06, eta: 4:47:44, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8635, loss_cls: 1.3048, loss: 1.3048, grad_norm: 17.7103 2020-08-03 14:48:10,293 - mmaction - INFO - Epoch [55][1220/2505] lr: 5.000e-06, eta: 4:47:05, time: 1.894, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8786, loss_cls: 1.2351, loss: 1.2351, grad_norm: 17.8885 2020-08-03 14:48:48,250 - mmaction - INFO - Epoch [55][1240/2505] lr: 5.000e-06, eta: 4:46:25, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8688, loss_cls: 1.2493, loss: 1.2493, grad_norm: 17.8289 2020-08-03 14:49:26,200 - mmaction - INFO - Epoch [55][1260/2505] lr: 5.000e-06, eta: 4:45:46, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8740, loss_cls: 1.2373, loss: 1.2373, grad_norm: 17.3551 2020-08-03 14:50:04,368 - mmaction - INFO - Epoch [55][1280/2505] lr: 5.000e-06, eta: 4:45:07, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8792, loss_cls: 1.2265, loss: 1.2265, grad_norm: 17.3519 2020-08-03 14:50:42,374 - mmaction - INFO - Epoch [55][1300/2505] lr: 5.000e-06, eta: 4:44:27, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8698, loss_cls: 1.2413, loss: 1.2413, grad_norm: 18.1811 2020-08-03 14:51:20,396 - mmaction - INFO - Epoch [55][1320/2505] lr: 5.000e-06, eta: 4:43:48, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7000, top5_acc: 0.8771, loss_cls: 1.2478, loss: 1.2478, grad_norm: 18.0815 2020-08-03 14:51:58,389 - mmaction - INFO - Epoch [55][1340/2505] lr: 5.000e-06, eta: 4:43:09, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8776, loss_cls: 1.2069, loss: 1.2069, grad_norm: 17.3181 2020-08-03 14:52:36,480 - mmaction - INFO - Epoch [55][1360/2505] lr: 5.000e-06, eta: 4:42:30, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8724, loss_cls: 1.2255, loss: 1.2255, grad_norm: 17.6939 2020-08-03 14:53:14,395 - mmaction - INFO - Epoch [55][1380/2505] lr: 5.000e-06, eta: 4:41:50, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8646, loss_cls: 1.2597, loss: 1.2597, grad_norm: 18.1992 2020-08-03 14:53:52,455 - mmaction - INFO - Epoch [55][1400/2505] lr: 5.000e-06, eta: 4:41:11, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8745, loss_cls: 1.2209, loss: 1.2209, grad_norm: 17.3673 2020-08-03 14:54:30,509 - mmaction - INFO - Epoch [55][1420/2505] lr: 5.000e-06, eta: 4:40:32, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8833, loss_cls: 1.1933, loss: 1.1933, grad_norm: 17.3304 2020-08-03 14:55:08,645 - mmaction - INFO - Epoch [55][1440/2505] lr: 5.000e-06, eta: 4:39:52, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8714, loss_cls: 1.2625, loss: 1.2625, grad_norm: 17.9383 2020-08-03 14:55:46,683 - mmaction - INFO - Epoch [55][1460/2505] lr: 5.000e-06, eta: 4:39:13, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8698, loss_cls: 1.2438, loss: 1.2438, grad_norm: 17.5652 2020-08-03 14:56:24,649 - mmaction - INFO - Epoch [55][1480/2505] lr: 5.000e-06, eta: 4:38:34, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8630, loss_cls: 1.2685, loss: 1.2685, grad_norm: 18.2981 2020-08-03 14:57:02,638 - mmaction - INFO - Epoch [55][1500/2505] lr: 5.000e-06, eta: 4:37:55, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8896, loss_cls: 1.1546, loss: 1.1546, grad_norm: 17.9222 2020-08-03 14:57:40,565 - mmaction - INFO - Epoch [55][1520/2505] lr: 5.000e-06, eta: 4:37:15, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7333, top5_acc: 0.8740, loss_cls: 1.2080, loss: 1.2080, grad_norm: 17.2802 2020-08-03 14:58:18,609 - mmaction - INFO - Epoch [55][1540/2505] lr: 5.000e-06, eta: 4:36:36, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8807, loss_cls: 1.2277, loss: 1.2277, grad_norm: 17.4466 2020-08-03 14:58:56,616 - mmaction - INFO - Epoch [55][1560/2505] lr: 5.000e-06, eta: 4:35:57, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8620, loss_cls: 1.2969, loss: 1.2969, grad_norm: 17.7397 2020-08-03 14:59:34,761 - mmaction - INFO - Epoch [55][1580/2505] lr: 5.000e-06, eta: 4:35:17, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8573, loss_cls: 1.3062, loss: 1.3062, grad_norm: 18.7338 2020-08-03 15:00:14,859 - mmaction - INFO - Epoch [55][1600/2505] lr: 5.000e-06, eta: 4:34:38, time: 2.004, data_time: 0.001, memory: 8520, top1_acc: 0.7333, top5_acc: 0.8740, loss_cls: 1.2263, loss: 1.2263, grad_norm: 17.6649 2020-08-03 15:00:52,960 - mmaction - INFO - Epoch [55][1620/2505] lr: 5.000e-06, eta: 4:33:59, time: 1.906, data_time: 0.008, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8839, loss_cls: 1.1820, loss: 1.1820, grad_norm: 17.5501 2020-08-03 15:01:30,992 - mmaction - INFO - Epoch [55][1640/2505] lr: 5.000e-06, eta: 4:33:20, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8698, loss_cls: 1.2584, loss: 1.2584, grad_norm: 17.8410 2020-08-03 15:02:08,815 - mmaction - INFO - Epoch [55][1660/2505] lr: 5.000e-06, eta: 4:32:41, time: 1.891, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8729, loss_cls: 1.2843, loss: 1.2843, grad_norm: 17.6600 2020-08-03 15:02:46,874 - mmaction - INFO - Epoch [55][1680/2505] lr: 5.000e-06, eta: 4:32:01, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8792, loss_cls: 1.2566, loss: 1.2566, grad_norm: 18.2738 2020-08-03 15:03:24,704 - mmaction - INFO - Epoch [55][1700/2505] lr: 5.000e-06, eta: 4:31:22, time: 1.892, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8682, loss_cls: 1.2649, loss: 1.2649, grad_norm: 17.4526 2020-08-03 15:04:02,647 - mmaction - INFO - Epoch [55][1720/2505] lr: 5.000e-06, eta: 4:30:43, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8552, loss_cls: 1.3461, loss: 1.3461, grad_norm: 18.0456 2020-08-03 15:04:40,687 - mmaction - INFO - Epoch [55][1740/2505] lr: 5.000e-06, eta: 4:30:04, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8620, loss_cls: 1.2698, loss: 1.2698, grad_norm: 16.9709 2020-08-03 15:05:19,606 - mmaction - INFO - Epoch [55][1760/2505] lr: 5.000e-06, eta: 4:29:24, time: 1.946, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8740, loss_cls: 1.2627, loss: 1.2627, grad_norm: 18.2221 2020-08-03 15:05:57,733 - mmaction - INFO - Epoch [55][1780/2505] lr: 5.000e-06, eta: 4:28:45, time: 1.907, data_time: 0.004, memory: 8520, top1_acc: 0.7359, top5_acc: 0.8870, loss_cls: 1.1934, loss: 1.1934, grad_norm: 17.8359 2020-08-03 15:06:35,860 - mmaction - INFO - Epoch [55][1800/2505] lr: 5.000e-06, eta: 4:28:06, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8786, loss_cls: 1.2186, loss: 1.2186, grad_norm: 17.7215 2020-08-03 15:07:14,018 - mmaction - INFO - Epoch [55][1820/2505] lr: 5.000e-06, eta: 4:27:27, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8812, loss_cls: 1.2078, loss: 1.2078, grad_norm: 17.6184 2020-08-03 15:07:52,028 - mmaction - INFO - Epoch [55][1840/2505] lr: 5.000e-06, eta: 4:26:47, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8693, loss_cls: 1.2890, loss: 1.2890, grad_norm: 18.2690 2020-08-03 15:08:30,049 - mmaction - INFO - Epoch [55][1860/2505] lr: 5.000e-06, eta: 4:26:08, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8688, loss_cls: 1.2927, loss: 1.2927, grad_norm: 18.5046 2020-08-03 15:09:07,957 - mmaction - INFO - Epoch [55][1880/2505] lr: 5.000e-06, eta: 4:25:29, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8635, loss_cls: 1.2856, loss: 1.2856, grad_norm: 17.7510 2020-08-03 15:09:45,969 - mmaction - INFO - Epoch [55][1900/2505] lr: 5.000e-06, eta: 4:24:50, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8688, loss_cls: 1.2490, loss: 1.2490, grad_norm: 18.4449 2020-08-03 15:10:24,139 - mmaction - INFO - Epoch [55][1920/2505] lr: 5.000e-06, eta: 4:24:10, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8672, loss_cls: 1.2592, loss: 1.2592, grad_norm: 17.8981 2020-08-03 15:11:02,128 - mmaction - INFO - Epoch [55][1940/2505] lr: 5.000e-06, eta: 4:23:31, time: 1.900, data_time: 0.003, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8781, loss_cls: 1.1927, loss: 1.1927, grad_norm: 17.7524 2020-08-03 15:11:40,228 - mmaction - INFO - Epoch [55][1960/2505] lr: 5.000e-06, eta: 4:22:52, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8599, loss_cls: 1.2888, loss: 1.2888, grad_norm: 18.0118 2020-08-03 15:12:18,232 - mmaction - INFO - Epoch [55][1980/2505] lr: 5.000e-06, eta: 4:22:12, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8646, loss_cls: 1.2444, loss: 1.2444, grad_norm: 17.2211 2020-08-03 15:12:56,176 - mmaction - INFO - Epoch [55][2000/2505] lr: 5.000e-06, eta: 4:21:33, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7344, top5_acc: 0.8823, loss_cls: 1.2053, loss: 1.2053, grad_norm: 16.9763 2020-08-03 15:13:34,188 - mmaction - INFO - Epoch [55][2020/2505] lr: 5.000e-06, eta: 4:20:54, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2858, loss: 1.2858, grad_norm: 18.3644 2020-08-03 15:14:12,214 - mmaction - INFO - Epoch [55][2040/2505] lr: 5.000e-06, eta: 4:20:15, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8724, loss_cls: 1.2239, loss: 1.2239, grad_norm: 17.3997 2020-08-03 15:14:50,276 - mmaction - INFO - Epoch [55][2060/2505] lr: 5.000e-06, eta: 4:19:35, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7318, top5_acc: 0.8833, loss_cls: 1.1529, loss: 1.1529, grad_norm: 17.4138 2020-08-03 15:15:28,640 - mmaction - INFO - Epoch [55][2080/2505] lr: 5.000e-06, eta: 4:18:56, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8609, loss_cls: 1.3190, loss: 1.3190, grad_norm: 17.9203 2020-08-03 15:16:06,608 - mmaction - INFO - Epoch [55][2100/2505] lr: 5.000e-06, eta: 4:18:17, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8635, loss_cls: 1.2647, loss: 1.2647, grad_norm: 18.2272 2020-08-03 15:16:44,540 - mmaction - INFO - Epoch [55][2120/2505] lr: 5.000e-06, eta: 4:17:38, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8635, loss_cls: 1.2555, loss: 1.2555, grad_norm: 17.5396 2020-08-03 15:17:22,456 - mmaction - INFO - Epoch [55][2140/2505] lr: 5.000e-06, eta: 4:16:58, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8667, loss_cls: 1.2851, loss: 1.2851, grad_norm: 18.6427 2020-08-03 15:18:00,391 - mmaction - INFO - Epoch [55][2160/2505] lr: 5.000e-06, eta: 4:16:19, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8734, loss_cls: 1.2520, loss: 1.2520, grad_norm: 17.7340 2020-08-03 15:18:38,429 - mmaction - INFO - Epoch [55][2180/2505] lr: 5.000e-06, eta: 4:15:40, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8708, loss_cls: 1.2692, loss: 1.2692, grad_norm: 17.1492 2020-08-03 15:19:16,466 - mmaction - INFO - Epoch [55][2200/2505] lr: 5.000e-06, eta: 4:15:01, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8755, loss_cls: 1.2158, loss: 1.2158, grad_norm: 17.6179 2020-08-03 15:19:54,567 - mmaction - INFO - Epoch [55][2220/2505] lr: 5.000e-06, eta: 4:14:21, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8755, loss_cls: 1.2385, loss: 1.2385, grad_norm: 18.0294 2020-08-03 15:20:32,785 - mmaction - INFO - Epoch [55][2240/2505] lr: 5.000e-06, eta: 4:13:42, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8630, loss_cls: 1.2988, loss: 1.2988, grad_norm: 17.8009 2020-08-03 15:21:10,929 - mmaction - INFO - Epoch [55][2260/2505] lr: 5.000e-06, eta: 4:13:03, time: 1.907, data_time: 0.003, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8781, loss_cls: 1.2271, loss: 1.2271, grad_norm: 17.6790 2020-08-03 15:21:48,951 - mmaction - INFO - Epoch [55][2280/2505] lr: 5.000e-06, eta: 4:12:24, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8729, loss_cls: 1.2336, loss: 1.2336, grad_norm: 17.6911 2020-08-03 15:22:26,987 - mmaction - INFO - Epoch [55][2300/2505] lr: 5.000e-06, eta: 4:11:44, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8740, loss_cls: 1.2675, loss: 1.2675, grad_norm: 18.1913 2020-08-03 15:23:05,032 - mmaction - INFO - Epoch [55][2320/2505] lr: 5.000e-06, eta: 4:11:05, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8740, loss_cls: 1.2430, loss: 1.2430, grad_norm: 17.8205 2020-08-03 15:23:43,501 - mmaction - INFO - Epoch [55][2340/2505] lr: 5.000e-06, eta: 4:10:26, time: 1.923, data_time: 0.001, memory: 8520, top1_acc: 0.6849, top5_acc: 0.8615, loss_cls: 1.3052, loss: 1.3052, grad_norm: 18.4384 2020-08-03 15:24:21,484 - mmaction - INFO - Epoch [55][2360/2505] lr: 5.000e-06, eta: 4:09:47, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8708, loss_cls: 1.2641, loss: 1.2641, grad_norm: 17.8815 2020-08-03 15:24:59,430 - mmaction - INFO - Epoch [55][2380/2505] lr: 5.000e-06, eta: 4:09:07, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8818, loss_cls: 1.2227, loss: 1.2227, grad_norm: 18.0251 2020-08-03 15:25:37,478 - mmaction - INFO - Epoch [55][2400/2505] lr: 5.000e-06, eta: 4:08:28, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8875, loss_cls: 1.1854, loss: 1.1854, grad_norm: 17.8128 2020-08-03 15:26:15,594 - mmaction - INFO - Epoch [55][2420/2505] lr: 5.000e-06, eta: 4:07:49, time: 1.906, data_time: 0.004, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8557, loss_cls: 1.2866, loss: 1.2866, grad_norm: 18.0444 2020-08-03 15:26:53,628 - mmaction - INFO - Epoch [55][2440/2505] lr: 5.000e-06, eta: 4:07:10, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8656, loss_cls: 1.2878, loss: 1.2878, grad_norm: 18.0582 2020-08-03 15:27:31,621 - mmaction - INFO - Epoch [55][2460/2505] lr: 5.000e-06, eta: 4:06:31, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8760, loss_cls: 1.2370, loss: 1.2370, grad_norm: 18.3605 2020-08-03 15:28:09,653 - mmaction - INFO - Epoch [55][2480/2505] lr: 5.000e-06, eta: 4:05:51, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8641, loss_cls: 1.2690, loss: 1.2690, grad_norm: 18.2616 2020-08-03 15:28:47,649 - mmaction - INFO - Epoch [55][2500/2505] lr: 5.000e-06, eta: 4:05:12, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8818, loss_cls: 1.2293, loss: 1.2293, grad_norm: 18.1230 2020-08-03 15:30:03,404 - mmaction - INFO - Epoch [56][20/2505] lr: 5.000e-06, eta: 4:04:25, time: 3.155, data_time: 1.205, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8745, loss_cls: 1.2199, loss: 1.2199, grad_norm: 17.7700 2020-08-03 15:30:41,942 - mmaction - INFO - Epoch [56][40/2505] lr: 5.000e-06, eta: 4:03:45, time: 1.941, data_time: 0.023, memory: 8520, top1_acc: 0.6932, top5_acc: 0.8698, loss_cls: 1.2695, loss: 1.2695, grad_norm: 18.0920 2020-08-03 15:31:20,368 - mmaction - INFO - Epoch [56][60/2505] lr: 5.000e-06, eta: 4:03:06, time: 1.921, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8677, loss_cls: 1.2782, loss: 1.2782, grad_norm: 17.7787 2020-08-03 15:31:58,455 - mmaction - INFO - Epoch [56][80/2505] lr: 5.000e-06, eta: 4:02:27, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8740, loss_cls: 1.2217, loss: 1.2217, grad_norm: 17.3181 2020-08-03 15:32:36,763 - mmaction - INFO - Epoch [56][100/2505] lr: 5.000e-06, eta: 4:01:48, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8703, loss_cls: 1.2699, loss: 1.2699, grad_norm: 18.0738 2020-08-03 15:33:15,112 - mmaction - INFO - Epoch [56][120/2505] lr: 5.000e-06, eta: 4:01:09, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8755, loss_cls: 1.2971, loss: 1.2971, grad_norm: 18.4014 2020-08-03 15:33:53,423 - mmaction - INFO - Epoch [56][140/2505] lr: 5.000e-06, eta: 4:00:29, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8797, loss_cls: 1.2092, loss: 1.2092, grad_norm: 17.3460 2020-08-03 15:34:31,501 - mmaction - INFO - Epoch [56][160/2505] lr: 5.000e-06, eta: 3:59:50, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8651, loss_cls: 1.2237, loss: 1.2237, grad_norm: 17.7993 2020-08-03 15:35:09,704 - mmaction - INFO - Epoch [56][180/2505] lr: 5.000e-06, eta: 3:59:11, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.2647, loss: 1.2647, grad_norm: 17.3151 2020-08-03 15:35:47,981 - mmaction - INFO - Epoch [56][200/2505] lr: 5.000e-06, eta: 3:58:32, time: 1.913, data_time: 0.000, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8802, loss_cls: 1.2257, loss: 1.2257, grad_norm: 17.6101 2020-08-03 15:36:26,097 - mmaction - INFO - Epoch [56][220/2505] lr: 5.000e-06, eta: 3:57:52, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8750, loss_cls: 1.2380, loss: 1.2380, grad_norm: 17.9882 2020-08-03 15:37:04,139 - mmaction - INFO - Epoch [56][240/2505] lr: 5.000e-06, eta: 3:57:13, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8802, loss_cls: 1.2299, loss: 1.2299, grad_norm: 17.8342 2020-08-03 15:37:42,291 - mmaction - INFO - Epoch [56][260/2505] lr: 5.000e-06, eta: 3:56:34, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8667, loss_cls: 1.2969, loss: 1.2969, grad_norm: 18.1877 2020-08-03 15:38:20,333 - mmaction - INFO - Epoch [56][280/2505] lr: 5.000e-06, eta: 3:55:55, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2586, loss: 1.2586, grad_norm: 17.5653 2020-08-03 15:38:58,451 - mmaction - INFO - Epoch [56][300/2505] lr: 5.000e-06, eta: 3:55:15, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8641, loss_cls: 1.2555, loss: 1.2555, grad_norm: 17.8128 2020-08-03 15:39:36,658 - mmaction - INFO - Epoch [56][320/2505] lr: 5.000e-06, eta: 3:54:36, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8760, loss_cls: 1.2105, loss: 1.2105, grad_norm: 16.5910 2020-08-03 15:40:15,563 - mmaction - INFO - Epoch [56][340/2505] lr: 5.000e-06, eta: 3:53:57, time: 1.945, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8667, loss_cls: 1.2500, loss: 1.2500, grad_norm: 18.0381 2020-08-03 15:40:53,766 - mmaction - INFO - Epoch [56][360/2505] lr: 5.000e-06, eta: 3:53:18, time: 1.911, data_time: 0.002, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8828, loss_cls: 1.2230, loss: 1.2230, grad_norm: 18.4388 2020-08-03 15:41:31,775 - mmaction - INFO - Epoch [56][380/2505] lr: 5.000e-06, eta: 3:52:39, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8609, loss_cls: 1.3005, loss: 1.3005, grad_norm: 18.7056 2020-08-03 15:42:09,752 - mmaction - INFO - Epoch [56][400/2505] lr: 5.000e-06, eta: 3:51:59, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8740, loss_cls: 1.2034, loss: 1.2034, grad_norm: 17.6483 2020-08-03 15:42:47,834 - mmaction - INFO - Epoch [56][420/2505] lr: 5.000e-06, eta: 3:51:20, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8703, loss_cls: 1.2597, loss: 1.2597, grad_norm: 17.3687 2020-08-03 15:43:25,861 - mmaction - INFO - Epoch [56][440/2505] lr: 5.000e-06, eta: 3:50:41, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8729, loss_cls: 1.2746, loss: 1.2746, grad_norm: 18.1793 2020-08-03 15:44:03,977 - mmaction - INFO - Epoch [56][460/2505] lr: 5.000e-06, eta: 3:50:02, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8609, loss_cls: 1.2848, loss: 1.2848, grad_norm: 17.3851 2020-08-03 15:44:42,073 - mmaction - INFO - Epoch [56][480/2505] lr: 5.000e-06, eta: 3:49:22, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8609, loss_cls: 1.2933, loss: 1.2933, grad_norm: 18.8651 2020-08-03 15:45:20,129 - mmaction - INFO - Epoch [56][500/2505] lr: 5.000e-06, eta: 3:48:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8714, loss_cls: 1.2680, loss: 1.2680, grad_norm: 18.0200 2020-08-03 15:45:58,239 - mmaction - INFO - Epoch [56][520/2505] lr: 5.000e-06, eta: 3:48:04, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8750, loss_cls: 1.2348, loss: 1.2348, grad_norm: 17.5305 2020-08-03 15:46:36,193 - mmaction - INFO - Epoch [56][540/2505] lr: 5.000e-06, eta: 3:47:25, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8682, loss_cls: 1.2810, loss: 1.2810, grad_norm: 17.1460 2020-08-03 15:47:14,169 - mmaction - INFO - Epoch [56][560/2505] lr: 5.000e-06, eta: 3:46:46, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2510, loss: 1.2510, grad_norm: 17.7356 2020-08-03 15:47:52,168 - mmaction - INFO - Epoch [56][580/2505] lr: 5.000e-06, eta: 3:46:06, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8729, loss_cls: 1.2852, loss: 1.2852, grad_norm: 17.8397 2020-08-03 15:48:30,348 - mmaction - INFO - Epoch [56][600/2505] lr: 5.000e-06, eta: 3:45:27, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7286, top5_acc: 0.8792, loss_cls: 1.1863, loss: 1.1863, grad_norm: 17.7969 2020-08-03 15:49:08,485 - mmaction - INFO - Epoch [56][620/2505] lr: 5.000e-06, eta: 3:44:48, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8661, loss_cls: 1.3112, loss: 1.3112, grad_norm: 18.1107 2020-08-03 15:49:46,517 - mmaction - INFO - Epoch [56][640/2505] lr: 5.000e-06, eta: 3:44:09, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.6901, top5_acc: 0.8568, loss_cls: 1.3144, loss: 1.3144, grad_norm: 18.9279 2020-08-03 15:50:24,713 - mmaction - INFO - Epoch [56][660/2505] lr: 5.000e-06, eta: 3:43:29, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8714, loss_cls: 1.2632, loss: 1.2632, grad_norm: 17.8690 2020-08-03 15:51:02,715 - mmaction - INFO - Epoch [56][680/2505] lr: 5.000e-06, eta: 3:42:50, time: 1.901, data_time: 0.002, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8766, loss_cls: 1.2240, loss: 1.2240, grad_norm: 18.0277 2020-08-03 15:51:40,841 - mmaction - INFO - Epoch [56][700/2505] lr: 5.000e-06, eta: 3:42:11, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7354, top5_acc: 0.8917, loss_cls: 1.1770, loss: 1.1770, grad_norm: 17.1571 2020-08-03 15:52:18,916 - mmaction - INFO - Epoch [56][720/2505] lr: 5.000e-06, eta: 3:41:32, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8682, loss_cls: 1.2378, loss: 1.2378, grad_norm: 17.4562 2020-08-03 15:52:56,982 - mmaction - INFO - Epoch [56][740/2505] lr: 5.000e-06, eta: 3:40:53, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8682, loss_cls: 1.2393, loss: 1.2393, grad_norm: 18.1308 2020-08-03 15:53:34,998 - mmaction - INFO - Epoch [56][760/2505] lr: 5.000e-06, eta: 3:40:13, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8641, loss_cls: 1.2566, loss: 1.2566, grad_norm: 17.4596 2020-08-03 15:54:12,918 - mmaction - INFO - Epoch [56][780/2505] lr: 5.000e-06, eta: 3:39:34, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7354, top5_acc: 0.8786, loss_cls: 1.1915, loss: 1.1915, grad_norm: 17.6127 2020-08-03 15:54:50,954 - mmaction - INFO - Epoch [56][800/2505] lr: 5.000e-06, eta: 3:38:55, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8682, loss_cls: 1.3069, loss: 1.3069, grad_norm: 17.8782 2020-08-03 15:55:29,058 - mmaction - INFO - Epoch [56][820/2505] lr: 5.000e-06, eta: 3:38:16, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8734, loss_cls: 1.2431, loss: 1.2431, grad_norm: 18.5696 2020-08-03 15:56:07,032 - mmaction - INFO - Epoch [56][840/2505] lr: 5.000e-06, eta: 3:37:36, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8766, loss_cls: 1.2102, loss: 1.2102, grad_norm: 17.5507 2020-08-03 15:56:45,010 - mmaction - INFO - Epoch [56][860/2505] lr: 5.000e-06, eta: 3:36:57, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8698, loss_cls: 1.2582, loss: 1.2582, grad_norm: 18.0972 2020-08-03 15:57:23,013 - mmaction - INFO - Epoch [56][880/2505] lr: 5.000e-06, eta: 3:36:18, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8604, loss_cls: 1.3217, loss: 1.3217, grad_norm: 17.8830 2020-08-03 15:58:01,167 - mmaction - INFO - Epoch [56][900/2505] lr: 5.000e-06, eta: 3:35:39, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8693, loss_cls: 1.2855, loss: 1.2855, grad_norm: 18.4324 2020-08-03 15:58:39,323 - mmaction - INFO - Epoch [56][920/2505] lr: 5.000e-06, eta: 3:35:00, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8688, loss_cls: 1.2638, loss: 1.2638, grad_norm: 18.0579 2020-08-03 15:59:17,449 - mmaction - INFO - Epoch [56][940/2505] lr: 5.000e-06, eta: 3:34:20, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8776, loss_cls: 1.2541, loss: 1.2541, grad_norm: 17.9435 2020-08-03 15:59:55,591 - mmaction - INFO - Epoch [56][960/2505] lr: 5.000e-06, eta: 3:33:41, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8766, loss_cls: 1.2319, loss: 1.2319, grad_norm: 17.5459 2020-08-03 16:00:34,654 - mmaction - INFO - Epoch [56][980/2505] lr: 5.000e-06, eta: 3:33:02, time: 1.952, data_time: 0.003, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8687, loss_cls: 1.2738, loss: 1.2738, grad_norm: 17.9638 2020-08-03 16:01:12,872 - mmaction - INFO - Epoch [56][1000/2505] lr: 5.000e-06, eta: 3:32:23, time: 1.912, data_time: 0.009, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8630, loss_cls: 1.2990, loss: 1.2990, grad_norm: 18.5004 2020-08-03 16:01:50,962 - mmaction - INFO - Epoch [56][1020/2505] lr: 5.000e-06, eta: 3:31:44, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8703, loss_cls: 1.2552, loss: 1.2552, grad_norm: 18.3125 2020-08-03 16:02:29,149 - mmaction - INFO - Epoch [56][1040/2505] lr: 5.000e-06, eta: 3:31:04, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7344, top5_acc: 0.8880, loss_cls: 1.1592, loss: 1.1592, grad_norm: 18.1411 2020-08-03 16:03:07,444 - mmaction - INFO - Epoch [56][1060/2505] lr: 5.000e-06, eta: 3:30:25, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8651, loss_cls: 1.3060, loss: 1.3060, grad_norm: 18.4165 2020-08-03 16:03:45,368 - mmaction - INFO - Epoch [56][1080/2505] lr: 5.000e-06, eta: 3:29:46, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8646, loss_cls: 1.2503, loss: 1.2503, grad_norm: 17.8059 2020-08-03 16:04:23,539 - mmaction - INFO - Epoch [56][1100/2505] lr: 5.000e-06, eta: 3:29:07, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8693, loss_cls: 1.2550, loss: 1.2550, grad_norm: 17.9447 2020-08-03 16:05:01,945 - mmaction - INFO - Epoch [56][1120/2505] lr: 5.000e-06, eta: 3:28:28, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8646, loss_cls: 1.3426, loss: 1.3426, grad_norm: 18.4746 2020-08-03 16:05:40,285 - mmaction - INFO - Epoch [56][1140/2505] lr: 5.000e-06, eta: 3:27:48, time: 1.935, data_time: 0.030, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8687, loss_cls: 1.2844, loss: 1.2844, grad_norm: 17.6891 2020-08-03 16:06:18,301 - mmaction - INFO - Epoch [56][1160/2505] lr: 5.000e-06, eta: 3:27:09, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8802, loss_cls: 1.2243, loss: 1.2243, grad_norm: 18.2473 2020-08-03 16:06:56,284 - mmaction - INFO - Epoch [56][1180/2505] lr: 5.000e-06, eta: 3:26:30, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8688, loss_cls: 1.2354, loss: 1.2354, grad_norm: 18.2748 2020-08-03 16:07:34,368 - mmaction - INFO - Epoch [56][1200/2505] lr: 5.000e-06, eta: 3:25:51, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8719, loss_cls: 1.2190, loss: 1.2190, grad_norm: 18.3362 2020-08-03 16:08:12,662 - mmaction - INFO - Epoch [56][1220/2505] lr: 5.000e-06, eta: 3:25:12, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8641, loss_cls: 1.2955, loss: 1.2955, grad_norm: 17.7659 2020-08-03 16:08:50,567 - mmaction - INFO - Epoch [56][1240/2505] lr: 5.000e-06, eta: 3:24:32, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8818, loss_cls: 1.2170, loss: 1.2170, grad_norm: 17.9917 2020-08-03 16:09:28,666 - mmaction - INFO - Epoch [56][1260/2505] lr: 5.000e-06, eta: 3:23:53, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8630, loss_cls: 1.2555, loss: 1.2555, grad_norm: 18.1205 2020-08-03 16:10:06,879 - mmaction - INFO - Epoch [56][1280/2505] lr: 5.000e-06, eta: 3:23:14, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8672, loss_cls: 1.2694, loss: 1.2694, grad_norm: 18.2156 2020-08-03 16:10:45,019 - mmaction - INFO - Epoch [56][1300/2505] lr: 5.000e-06, eta: 3:22:35, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8771, loss_cls: 1.2279, loss: 1.2279, grad_norm: 17.9068 2020-08-03 16:11:23,138 - mmaction - INFO - Epoch [56][1320/2505] lr: 5.000e-06, eta: 3:21:56, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8786, loss_cls: 1.2013, loss: 1.2013, grad_norm: 18.0991 2020-08-03 16:12:01,279 - mmaction - INFO - Epoch [56][1340/2505] lr: 5.000e-06, eta: 3:21:16, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8646, loss_cls: 1.2573, loss: 1.2573, grad_norm: 18.2000 2020-08-03 16:12:39,311 - mmaction - INFO - Epoch [56][1360/2505] lr: 5.000e-06, eta: 3:20:37, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8719, loss_cls: 1.2651, loss: 1.2651, grad_norm: 17.9550 2020-08-03 16:13:17,456 - mmaction - INFO - Epoch [56][1380/2505] lr: 5.000e-06, eta: 3:19:58, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8781, loss_cls: 1.2105, loss: 1.2105, grad_norm: 17.7240 2020-08-03 16:13:55,506 - mmaction - INFO - Epoch [56][1400/2505] lr: 5.000e-06, eta: 3:19:19, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8646, loss_cls: 1.2954, loss: 1.2954, grad_norm: 17.9336 2020-08-03 16:14:33,623 - mmaction - INFO - Epoch [56][1420/2505] lr: 5.000e-06, eta: 3:18:40, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8750, loss_cls: 1.2496, loss: 1.2496, grad_norm: 18.1607 2020-08-03 16:15:11,582 - mmaction - INFO - Epoch [56][1440/2505] lr: 5.000e-06, eta: 3:18:00, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8849, loss_cls: 1.1809, loss: 1.1809, grad_norm: 18.1984 2020-08-03 16:15:49,444 - mmaction - INFO - Epoch [56][1460/2505] lr: 5.000e-06, eta: 3:17:21, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8813, loss_cls: 1.1939, loss: 1.1939, grad_norm: 17.5826 2020-08-03 16:16:27,566 - mmaction - INFO - Epoch [56][1480/2505] lr: 5.000e-06, eta: 3:16:42, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8734, loss_cls: 1.2404, loss: 1.2404, grad_norm: 17.4054 2020-08-03 16:17:05,578 - mmaction - INFO - Epoch [56][1500/2505] lr: 5.000e-06, eta: 3:16:03, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8703, loss_cls: 1.2665, loss: 1.2665, grad_norm: 18.4515 2020-08-03 16:17:43,670 - mmaction - INFO - Epoch [56][1520/2505] lr: 5.000e-06, eta: 3:15:24, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8589, loss_cls: 1.2865, loss: 1.2865, grad_norm: 17.6354 2020-08-03 16:18:21,857 - mmaction - INFO - Epoch [56][1540/2505] lr: 5.000e-06, eta: 3:14:44, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8693, loss_cls: 1.2488, loss: 1.2488, grad_norm: 18.0629 2020-08-03 16:18:59,792 - mmaction - INFO - Epoch [56][1560/2505] lr: 5.000e-06, eta: 3:14:05, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8719, loss_cls: 1.2189, loss: 1.2189, grad_norm: 18.2880 2020-08-03 16:19:37,836 - mmaction - INFO - Epoch [56][1580/2505] lr: 5.000e-06, eta: 3:13:26, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8625, loss_cls: 1.2329, loss: 1.2329, grad_norm: 17.4332 2020-08-03 16:20:15,892 - mmaction - INFO - Epoch [56][1600/2505] lr: 5.000e-06, eta: 3:12:47, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8656, loss_cls: 1.2633, loss: 1.2633, grad_norm: 17.5811 2020-08-03 16:20:54,026 - mmaction - INFO - Epoch [56][1620/2505] lr: 5.000e-06, eta: 3:12:08, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8938, loss_cls: 1.1616, loss: 1.1616, grad_norm: 16.9721 2020-08-03 16:21:31,980 - mmaction - INFO - Epoch [56][1640/2505] lr: 5.000e-06, eta: 3:11:28, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.2180, loss: 1.2180, grad_norm: 18.0705 2020-08-03 16:22:10,071 - mmaction - INFO - Epoch [56][1660/2505] lr: 5.000e-06, eta: 3:10:49, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7292, top5_acc: 0.8698, loss_cls: 1.2031, loss: 1.2031, grad_norm: 17.3777 2020-08-03 16:22:48,087 - mmaction - INFO - Epoch [56][1680/2505] lr: 5.000e-06, eta: 3:10:10, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8724, loss_cls: 1.2348, loss: 1.2348, grad_norm: 18.0906 2020-08-03 16:23:26,223 - mmaction - INFO - Epoch [56][1700/2505] lr: 5.000e-06, eta: 3:09:31, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8719, loss_cls: 1.2682, loss: 1.2682, grad_norm: 17.6765 2020-08-03 16:24:04,197 - mmaction - INFO - Epoch [56][1720/2505] lr: 5.000e-06, eta: 3:08:52, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.2241, loss: 1.2241, grad_norm: 18.1355 2020-08-03 16:24:42,273 - mmaction - INFO - Epoch [56][1740/2505] lr: 5.000e-06, eta: 3:08:12, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8771, loss_cls: 1.2239, loss: 1.2239, grad_norm: 17.6660 2020-08-03 16:25:20,403 - mmaction - INFO - Epoch [56][1760/2505] lr: 5.000e-06, eta: 3:07:33, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8661, loss_cls: 1.2511, loss: 1.2511, grad_norm: 18.3674 2020-08-03 16:25:58,556 - mmaction - INFO - Epoch [56][1780/2505] lr: 5.000e-06, eta: 3:06:54, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8698, loss_cls: 1.1984, loss: 1.1984, grad_norm: 17.3238 2020-08-03 16:26:36,762 - mmaction - INFO - Epoch [56][1800/2505] lr: 5.000e-06, eta: 3:06:15, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8677, loss_cls: 1.2916, loss: 1.2916, grad_norm: 17.9116 2020-08-03 16:27:14,803 - mmaction - INFO - Epoch [56][1820/2505] lr: 5.000e-06, eta: 3:05:36, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8745, loss_cls: 1.2361, loss: 1.2361, grad_norm: 18.0935 2020-08-03 16:27:53,038 - mmaction - INFO - Epoch [56][1840/2505] lr: 5.000e-06, eta: 3:04:57, time: 1.912, data_time: 0.002, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8635, loss_cls: 1.2943, loss: 1.2943, grad_norm: 18.2122 2020-08-03 16:28:31,162 - mmaction - INFO - Epoch [56][1860/2505] lr: 5.000e-06, eta: 3:04:17, time: 1.906, data_time: 0.000, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8656, loss_cls: 1.2814, loss: 1.2814, grad_norm: 17.8539 2020-08-03 16:29:09,293 - mmaction - INFO - Epoch [56][1880/2505] lr: 5.000e-06, eta: 3:03:38, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8599, loss_cls: 1.3163, loss: 1.3163, grad_norm: 17.6743 2020-08-03 16:29:47,428 - mmaction - INFO - Epoch [56][1900/2505] lr: 5.000e-06, eta: 3:02:59, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8651, loss_cls: 1.3176, loss: 1.3176, grad_norm: 18.2674 2020-08-03 16:30:25,455 - mmaction - INFO - Epoch [56][1920/2505] lr: 5.000e-06, eta: 3:02:20, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8755, loss_cls: 1.2199, loss: 1.2199, grad_norm: 17.6205 2020-08-03 16:31:03,680 - mmaction - INFO - Epoch [56][1940/2505] lr: 5.000e-06, eta: 3:01:41, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8724, loss_cls: 1.2205, loss: 1.2205, grad_norm: 17.3681 2020-08-03 16:31:41,815 - mmaction - INFO - Epoch [56][1960/2505] lr: 5.000e-06, eta: 3:01:01, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8771, loss_cls: 1.1971, loss: 1.1971, grad_norm: 16.8788 2020-08-03 16:32:20,040 - mmaction - INFO - Epoch [56][1980/2505] lr: 5.000e-06, eta: 3:00:22, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8750, loss_cls: 1.2290, loss: 1.2290, grad_norm: 17.5548 2020-08-03 16:32:58,109 - mmaction - INFO - Epoch [56][2000/2505] lr: 5.000e-06, eta: 2:59:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8740, loss_cls: 1.2145, loss: 1.2145, grad_norm: 17.8456 2020-08-03 16:33:36,237 - mmaction - INFO - Epoch [56][2020/2505] lr: 5.000e-06, eta: 2:59:04, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8818, loss_cls: 1.1921, loss: 1.1921, grad_norm: 17.5702 2020-08-03 16:34:14,402 - mmaction - INFO - Epoch [56][2040/2505] lr: 5.000e-06, eta: 2:58:25, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8724, loss_cls: 1.2514, loss: 1.2514, grad_norm: 17.6358 2020-08-03 16:34:52,667 - mmaction - INFO - Epoch [56][2060/2505] lr: 5.000e-06, eta: 2:57:46, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2721, loss: 1.2721, grad_norm: 18.5266 2020-08-03 16:35:30,962 - mmaction - INFO - Epoch [56][2080/2505] lr: 5.000e-06, eta: 2:57:06, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8651, loss_cls: 1.2721, loss: 1.2721, grad_norm: 17.7612 2020-08-03 16:36:09,119 - mmaction - INFO - Epoch [56][2100/2505] lr: 5.000e-06, eta: 2:56:27, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8729, loss_cls: 1.2472, loss: 1.2472, grad_norm: 17.8190 2020-08-03 16:36:47,334 - mmaction - INFO - Epoch [56][2120/2505] lr: 5.000e-06, eta: 2:55:48, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8693, loss_cls: 1.2876, loss: 1.2876, grad_norm: 17.7857 2020-08-03 16:37:25,539 - mmaction - INFO - Epoch [56][2140/2505] lr: 5.000e-06, eta: 2:55:09, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8766, loss_cls: 1.2587, loss: 1.2587, grad_norm: 18.0084 2020-08-03 16:38:03,468 - mmaction - INFO - Epoch [56][2160/2505] lr: 5.000e-06, eta: 2:54:30, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8833, loss_cls: 1.1886, loss: 1.1886, grad_norm: 17.6413 2020-08-03 16:38:41,597 - mmaction - INFO - Epoch [56][2180/2505] lr: 5.000e-06, eta: 2:53:51, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8708, loss_cls: 1.2678, loss: 1.2678, grad_norm: 17.9554 2020-08-03 16:39:19,515 - mmaction - INFO - Epoch [56][2200/2505] lr: 5.000e-06, eta: 2:53:11, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8766, loss_cls: 1.1741, loss: 1.1741, grad_norm: 17.2007 2020-08-03 16:39:57,418 - mmaction - INFO - Epoch [56][2220/2505] lr: 5.000e-06, eta: 2:52:32, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.6870, top5_acc: 0.8510, loss_cls: 1.3506, loss: 1.3506, grad_norm: 18.9264 2020-08-03 16:40:35,631 - mmaction - INFO - Epoch [56][2240/2505] lr: 5.000e-06, eta: 2:51:53, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8740, loss_cls: 1.2314, loss: 1.2314, grad_norm: 18.7876 2020-08-03 16:41:13,720 - mmaction - INFO - Epoch [56][2260/2505] lr: 5.000e-06, eta: 2:51:14, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8740, loss_cls: 1.2422, loss: 1.2422, grad_norm: 17.0790 2020-08-03 16:41:51,797 - mmaction - INFO - Epoch [56][2280/2505] lr: 5.000e-06, eta: 2:50:35, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.6964, top5_acc: 0.8688, loss_cls: 1.2978, loss: 1.2978, grad_norm: 18.2997 2020-08-03 16:42:29,899 - mmaction - INFO - Epoch [56][2300/2505] lr: 5.000e-06, eta: 2:49:55, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7188, top5_acc: 0.8807, loss_cls: 1.2249, loss: 1.2249, grad_norm: 17.9282 2020-08-03 16:43:08,115 - mmaction - INFO - Epoch [56][2320/2505] lr: 5.000e-06, eta: 2:49:16, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8568, loss_cls: 1.3203, loss: 1.3203, grad_norm: 17.3571 2020-08-03 16:43:46,236 - mmaction - INFO - Epoch [56][2340/2505] lr: 5.000e-06, eta: 2:48:37, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8807, loss_cls: 1.2414, loss: 1.2414, grad_norm: 18.0225 2020-08-03 16:44:24,184 - mmaction - INFO - Epoch [56][2360/2505] lr: 5.000e-06, eta: 2:47:58, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8781, loss_cls: 1.2208, loss: 1.2208, grad_norm: 18.0598 2020-08-03 16:45:02,277 - mmaction - INFO - Epoch [56][2380/2505] lr: 5.000e-06, eta: 2:47:19, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8661, loss_cls: 1.2638, loss: 1.2638, grad_norm: 17.7250 2020-08-03 16:45:40,229 - mmaction - INFO - Epoch [56][2400/2505] lr: 5.000e-06, eta: 2:46:40, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8740, loss_cls: 1.2131, loss: 1.2131, grad_norm: 17.2790 2020-08-03 16:46:18,461 - mmaction - INFO - Epoch [56][2420/2505] lr: 5.000e-06, eta: 2:46:00, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8667, loss_cls: 1.3195, loss: 1.3195, grad_norm: 18.6229 2020-08-03 16:46:56,533 - mmaction - INFO - Epoch [56][2440/2505] lr: 5.000e-06, eta: 2:45:21, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8766, loss_cls: 1.2150, loss: 1.2150, grad_norm: 17.8383 2020-08-03 16:47:34,556 - mmaction - INFO - Epoch [56][2460/2505] lr: 5.000e-06, eta: 2:44:42, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8880, loss_cls: 1.1898, loss: 1.1898, grad_norm: 17.4581 2020-08-03 16:48:12,699 - mmaction - INFO - Epoch [56][2480/2505] lr: 5.000e-06, eta: 2:44:03, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8797, loss_cls: 1.1984, loss: 1.1984, grad_norm: 17.2832 2020-08-03 16:48:50,677 - mmaction - INFO - Epoch [56][2500/2505] lr: 5.000e-06, eta: 2:43:24, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8813, loss_cls: 1.2483, loss: 1.2483, grad_norm: 17.7631 2020-08-03 16:49:02,580 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-08-03 16:50:08,280 - mmaction - INFO - Epoch [57][20/2505] lr: 5.000e-06, eta: 2:42:36, time: 3.261, data_time: 1.291, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8740, loss_cls: 1.2586, loss: 1.2586, grad_norm: 18.4109 2020-08-03 16:50:46,893 - mmaction - INFO - Epoch [57][40/2505] lr: 5.000e-06, eta: 2:41:57, time: 1.931, data_time: 0.006, memory: 8520, top1_acc: 0.7391, top5_acc: 0.8745, loss_cls: 1.2043, loss: 1.2043, grad_norm: 17.2840 2020-08-03 16:51:25,195 - mmaction - INFO - Epoch [57][60/2505] lr: 5.000e-06, eta: 2:41:18, time: 1.915, data_time: 0.002, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8818, loss_cls: 1.2289, loss: 1.2289, grad_norm: 17.6924 2020-08-03 16:52:03,245 - mmaction - INFO - Epoch [57][80/2505] lr: 5.000e-06, eta: 2:40:38, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7333, top5_acc: 0.8870, loss_cls: 1.1821, loss: 1.1821, grad_norm: 18.1462 2020-08-03 16:52:41,542 - mmaction - INFO - Epoch [57][100/2505] lr: 5.000e-06, eta: 2:39:59, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8724, loss_cls: 1.2301, loss: 1.2301, grad_norm: 17.5996 2020-08-03 16:53:19,885 - mmaction - INFO - Epoch [57][120/2505] lr: 5.000e-06, eta: 2:39:20, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8693, loss_cls: 1.2478, loss: 1.2478, grad_norm: 17.6731 2020-08-03 16:53:58,089 - mmaction - INFO - Epoch [57][140/2505] lr: 5.000e-06, eta: 2:38:41, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8714, loss_cls: 1.2797, loss: 1.2797, grad_norm: 18.2859 2020-08-03 16:54:36,388 - mmaction - INFO - Epoch [57][160/2505] lr: 5.000e-06, eta: 2:38:02, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8750, loss_cls: 1.2274, loss: 1.2274, grad_norm: 17.8276 2020-08-03 16:55:14,425 - mmaction - INFO - Epoch [57][180/2505] lr: 5.000e-06, eta: 2:37:23, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8656, loss_cls: 1.2299, loss: 1.2299, grad_norm: 17.9792 2020-08-03 16:55:52,653 - mmaction - INFO - Epoch [57][200/2505] lr: 5.000e-06, eta: 2:36:44, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8828, loss_cls: 1.1800, loss: 1.1800, grad_norm: 17.3453 2020-08-03 16:56:30,708 - mmaction - INFO - Epoch [57][220/2505] lr: 5.000e-06, eta: 2:36:04, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8740, loss_cls: 1.2801, loss: 1.2801, grad_norm: 17.8651 2020-08-03 16:57:09,072 - mmaction - INFO - Epoch [57][240/2505] lr: 5.000e-06, eta: 2:35:25, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8635, loss_cls: 1.2826, loss: 1.2826, grad_norm: 18.3806 2020-08-03 16:57:47,328 - mmaction - INFO - Epoch [57][260/2505] lr: 5.000e-06, eta: 2:34:46, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8651, loss_cls: 1.2699, loss: 1.2699, grad_norm: 18.2396 2020-08-03 16:58:25,622 - mmaction - INFO - Epoch [57][280/2505] lr: 5.000e-06, eta: 2:34:07, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8646, loss_cls: 1.2786, loss: 1.2786, grad_norm: 18.1241 2020-08-03 16:59:03,803 - mmaction - INFO - Epoch [57][300/2505] lr: 5.000e-06, eta: 2:33:28, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7333, top5_acc: 0.8781, loss_cls: 1.1761, loss: 1.1761, grad_norm: 17.3448 2020-08-03 16:59:41,757 - mmaction - INFO - Epoch [57][320/2505] lr: 5.000e-06, eta: 2:32:49, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8839, loss_cls: 1.1768, loss: 1.1768, grad_norm: 17.4550 2020-08-03 17:00:21,714 - mmaction - INFO - Epoch [57][340/2505] lr: 5.000e-06, eta: 2:32:10, time: 1.997, data_time: 0.003, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8651, loss_cls: 1.2802, loss: 1.2802, grad_norm: 17.7996 2020-08-03 17:01:00,109 - mmaction - INFO - Epoch [57][360/2505] lr: 5.000e-06, eta: 2:31:30, time: 1.921, data_time: 0.009, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8776, loss_cls: 1.2297, loss: 1.2297, grad_norm: 17.8892 2020-08-03 17:01:38,285 - mmaction - INFO - Epoch [57][380/2505] lr: 5.000e-06, eta: 2:30:51, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7010, top5_acc: 0.8677, loss_cls: 1.2869, loss: 1.2869, grad_norm: 17.8100 2020-08-03 17:02:16,602 - mmaction - INFO - Epoch [57][400/2505] lr: 5.000e-06, eta: 2:30:12, time: 1.917, data_time: 0.002, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8792, loss_cls: 1.1899, loss: 1.1899, grad_norm: 17.2282 2020-08-03 17:02:54,951 - mmaction - INFO - Epoch [57][420/2505] lr: 5.000e-06, eta: 2:29:33, time: 1.917, data_time: 0.000, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8672, loss_cls: 1.2680, loss: 1.2680, grad_norm: 17.5332 2020-08-03 17:03:33,167 - mmaction - INFO - Epoch [57][440/2505] lr: 5.000e-06, eta: 2:28:54, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8755, loss_cls: 1.2337, loss: 1.2337, grad_norm: 17.3486 2020-08-03 17:04:11,408 - mmaction - INFO - Epoch [57][460/2505] lr: 5.000e-06, eta: 2:28:15, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8776, loss_cls: 1.2439, loss: 1.2439, grad_norm: 18.2289 2020-08-03 17:04:49,539 - mmaction - INFO - Epoch [57][480/2505] lr: 5.000e-06, eta: 2:27:35, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8766, loss_cls: 1.2406, loss: 1.2406, grad_norm: 18.8511 2020-08-03 17:05:28,149 - mmaction - INFO - Epoch [57][500/2505] lr: 5.000e-06, eta: 2:26:56, time: 1.930, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8667, loss_cls: 1.2470, loss: 1.2470, grad_norm: 17.8350 2020-08-03 17:06:06,334 - mmaction - INFO - Epoch [57][520/2505] lr: 5.000e-06, eta: 2:26:17, time: 1.910, data_time: 0.003, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8755, loss_cls: 1.2301, loss: 1.2301, grad_norm: 18.2242 2020-08-03 17:06:44,201 - mmaction - INFO - Epoch [57][540/2505] lr: 5.000e-06, eta: 2:25:38, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8745, loss_cls: 1.2614, loss: 1.2614, grad_norm: 18.2689 2020-08-03 17:07:22,268 - mmaction - INFO - Epoch [57][560/2505] lr: 5.000e-06, eta: 2:24:59, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8687, loss_cls: 1.3057, loss: 1.3057, grad_norm: 17.7122 2020-08-03 17:08:00,365 - mmaction - INFO - Epoch [57][580/2505] lr: 5.000e-06, eta: 2:24:20, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8750, loss_cls: 1.2654, loss: 1.2654, grad_norm: 17.8076 2020-08-03 17:08:38,379 - mmaction - INFO - Epoch [57][600/2505] lr: 5.000e-06, eta: 2:23:41, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8714, loss_cls: 1.2332, loss: 1.2332, grad_norm: 17.4420 2020-08-03 17:09:16,566 - mmaction - INFO - Epoch [57][620/2505] lr: 5.000e-06, eta: 2:23:01, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8833, loss_cls: 1.1941, loss: 1.1941, grad_norm: 17.3310 2020-08-03 17:09:54,877 - mmaction - INFO - Epoch [57][640/2505] lr: 5.000e-06, eta: 2:22:22, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8682, loss_cls: 1.2720, loss: 1.2720, grad_norm: 18.4003 2020-08-03 17:10:33,365 - mmaction - INFO - Epoch [57][660/2505] lr: 5.000e-06, eta: 2:21:43, time: 1.925, data_time: 0.002, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8740, loss_cls: 1.2040, loss: 1.2040, grad_norm: 17.7146 2020-08-03 17:11:11,530 - mmaction - INFO - Epoch [57][680/2505] lr: 5.000e-06, eta: 2:21:04, time: 1.908, data_time: 0.002, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8641, loss_cls: 1.2428, loss: 1.2428, grad_norm: 17.7965 2020-08-03 17:11:49,796 - mmaction - INFO - Epoch [57][700/2505] lr: 5.000e-06, eta: 2:20:25, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8745, loss_cls: 1.2449, loss: 1.2449, grad_norm: 18.0936 2020-08-03 17:12:28,200 - mmaction - INFO - Epoch [57][720/2505] lr: 5.000e-06, eta: 2:19:46, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8813, loss_cls: 1.2013, loss: 1.2013, grad_norm: 17.6977 2020-08-03 17:13:06,412 - mmaction - INFO - Epoch [57][740/2505] lr: 5.000e-06, eta: 2:19:07, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8724, loss_cls: 1.2306, loss: 1.2306, grad_norm: 17.8378 2020-08-03 17:13:44,585 - mmaction - INFO - Epoch [57][760/2505] lr: 5.000e-06, eta: 2:18:27, time: 1.908, data_time: 0.000, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8766, loss_cls: 1.1930, loss: 1.1930, grad_norm: 18.2175 2020-08-03 17:14:22,794 - mmaction - INFO - Epoch [57][780/2505] lr: 5.000e-06, eta: 2:17:48, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8828, loss_cls: 1.2119, loss: 1.2119, grad_norm: 18.2216 2020-08-03 17:15:00,784 - mmaction - INFO - Epoch [57][800/2505] lr: 5.000e-06, eta: 2:17:09, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8698, loss_cls: 1.2794, loss: 1.2794, grad_norm: 17.9826 2020-08-03 17:15:38,776 - mmaction - INFO - Epoch [57][820/2505] lr: 5.000e-06, eta: 2:16:30, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8615, loss_cls: 1.3169, loss: 1.3169, grad_norm: 17.5726 2020-08-03 17:16:16,924 - mmaction - INFO - Epoch [57][840/2505] lr: 5.000e-06, eta: 2:15:51, time: 1.907, data_time: 0.003, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8740, loss_cls: 1.2138, loss: 1.2138, grad_norm: 17.0932 2020-08-03 17:16:55,034 - mmaction - INFO - Epoch [57][860/2505] lr: 5.000e-06, eta: 2:15:12, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8672, loss_cls: 1.2502, loss: 1.2502, grad_norm: 17.8091 2020-08-03 17:17:33,147 - mmaction - INFO - Epoch [57][880/2505] lr: 5.000e-06, eta: 2:14:32, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8781, loss_cls: 1.2047, loss: 1.2047, grad_norm: 17.5037 2020-08-03 17:18:11,262 - mmaction - INFO - Epoch [57][900/2505] lr: 5.000e-06, eta: 2:13:53, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8734, loss_cls: 1.2561, loss: 1.2561, grad_norm: 18.0731 2020-08-03 17:18:49,330 - mmaction - INFO - Epoch [57][920/2505] lr: 5.000e-06, eta: 2:13:14, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8687, loss_cls: 1.2543, loss: 1.2543, grad_norm: 17.7382 2020-08-03 17:19:27,395 - mmaction - INFO - Epoch [57][940/2505] lr: 5.000e-06, eta: 2:12:35, time: 1.903, data_time: 0.000, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8656, loss_cls: 1.3038, loss: 1.3038, grad_norm: 18.1673 2020-08-03 17:20:06,051 - mmaction - INFO - Epoch [57][960/2505] lr: 5.000e-06, eta: 2:11:56, time: 1.933, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8698, loss_cls: 1.2364, loss: 1.2364, grad_norm: 17.7052 2020-08-03 17:20:44,295 - mmaction - INFO - Epoch [57][980/2505] lr: 5.000e-06, eta: 2:11:17, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2560, loss: 1.2560, grad_norm: 18.8389 2020-08-03 17:21:22,456 - mmaction - INFO - Epoch [57][1000/2505] lr: 5.000e-06, eta: 2:10:38, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8651, loss_cls: 1.2810, loss: 1.2810, grad_norm: 17.7787 2020-08-03 17:22:00,526 - mmaction - INFO - Epoch [57][1020/2505] lr: 5.000e-06, eta: 2:09:59, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7312, top5_acc: 0.8672, loss_cls: 1.2398, loss: 1.2398, grad_norm: 17.8887 2020-08-03 17:22:38,704 - mmaction - INFO - Epoch [57][1040/2505] lr: 5.000e-06, eta: 2:09:19, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8745, loss_cls: 1.2272, loss: 1.2272, grad_norm: 17.7549 2020-08-03 17:23:16,757 - mmaction - INFO - Epoch [57][1060/2505] lr: 5.000e-06, eta: 2:08:40, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8734, loss_cls: 1.2284, loss: 1.2284, grad_norm: 18.2481 2020-08-03 17:23:54,888 - mmaction - INFO - Epoch [57][1080/2505] lr: 5.000e-06, eta: 2:08:01, time: 1.906, data_time: 0.000, memory: 8520, top1_acc: 0.7104, top5_acc: 0.8682, loss_cls: 1.2757, loss: 1.2757, grad_norm: 18.1210 2020-08-03 17:24:32,997 - mmaction - INFO - Epoch [57][1100/2505] lr: 5.000e-06, eta: 2:07:22, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8693, loss_cls: 1.2311, loss: 1.2311, grad_norm: 17.6759 2020-08-03 17:25:11,055 - mmaction - INFO - Epoch [57][1120/2505] lr: 5.000e-06, eta: 2:06:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7062, top5_acc: 0.8625, loss_cls: 1.3229, loss: 1.3229, grad_norm: 18.3088 2020-08-03 17:25:49,262 - mmaction - INFO - Epoch [57][1140/2505] lr: 5.000e-06, eta: 2:06:04, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8698, loss_cls: 1.2731, loss: 1.2731, grad_norm: 18.5898 2020-08-03 17:26:27,288 - mmaction - INFO - Epoch [57][1160/2505] lr: 5.000e-06, eta: 2:05:25, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8849, loss_cls: 1.1864, loss: 1.1864, grad_norm: 17.4471 2020-08-03 17:27:05,363 - mmaction - INFO - Epoch [57][1180/2505] lr: 5.000e-06, eta: 2:04:45, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8656, loss_cls: 1.3157, loss: 1.3157, grad_norm: 18.3326 2020-08-03 17:27:43,422 - mmaction - INFO - Epoch [57][1200/2505] lr: 5.000e-06, eta: 2:04:06, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8651, loss_cls: 1.2972, loss: 1.2972, grad_norm: 18.4580 2020-08-03 17:28:21,584 - mmaction - INFO - Epoch [57][1220/2505] lr: 5.000e-06, eta: 2:03:27, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8729, loss_cls: 1.2247, loss: 1.2247, grad_norm: 17.6373 2020-08-03 17:28:59,681 - mmaction - INFO - Epoch [57][1240/2505] lr: 5.000e-06, eta: 2:02:48, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7187, top5_acc: 0.8682, loss_cls: 1.2599, loss: 1.2599, grad_norm: 17.5232 2020-08-03 17:29:38,016 - mmaction - INFO - Epoch [57][1260/2505] lr: 5.000e-06, eta: 2:02:09, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8661, loss_cls: 1.3336, loss: 1.3336, grad_norm: 18.6604 2020-08-03 17:30:16,294 - mmaction - INFO - Epoch [57][1280/2505] lr: 5.000e-06, eta: 2:01:30, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8687, loss_cls: 1.2634, loss: 1.2634, grad_norm: 18.4737 2020-08-03 17:30:54,612 - mmaction - INFO - Epoch [57][1300/2505] lr: 5.000e-06, eta: 2:00:51, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8651, loss_cls: 1.3027, loss: 1.3027, grad_norm: 18.1133 2020-08-03 17:31:32,935 - mmaction - INFO - Epoch [57][1320/2505] lr: 5.000e-06, eta: 2:00:11, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8771, loss_cls: 1.2110, loss: 1.2110, grad_norm: 17.5409 2020-08-03 17:32:10,979 - mmaction - INFO - Epoch [57][1340/2505] lr: 5.000e-06, eta: 1:59:32, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8719, loss_cls: 1.2229, loss: 1.2229, grad_norm: 18.2721 2020-08-03 17:32:48,983 - mmaction - INFO - Epoch [57][1360/2505] lr: 5.000e-06, eta: 1:58:53, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8734, loss_cls: 1.2160, loss: 1.2160, grad_norm: 18.1108 2020-08-03 17:33:26,993 - mmaction - INFO - Epoch [57][1380/2505] lr: 5.000e-06, eta: 1:58:14, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7307, top5_acc: 0.8776, loss_cls: 1.2075, loss: 1.2075, grad_norm: 16.8967 2020-08-03 17:34:04,925 - mmaction - INFO - Epoch [57][1400/2505] lr: 5.000e-06, eta: 1:57:35, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8734, loss_cls: 1.2669, loss: 1.2669, grad_norm: 18.2243 2020-08-03 17:34:42,937 - mmaction - INFO - Epoch [57][1420/2505] lr: 5.000e-06, eta: 1:56:56, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8609, loss_cls: 1.3018, loss: 1.3018, grad_norm: 18.2270 2020-08-03 17:35:21,192 - mmaction - INFO - Epoch [57][1440/2505] lr: 5.000e-06, eta: 1:56:17, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8677, loss_cls: 1.2993, loss: 1.2993, grad_norm: 18.7791 2020-08-03 17:35:59,470 - mmaction - INFO - Epoch [57][1460/2505] lr: 5.000e-06, eta: 1:55:37, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8906, loss_cls: 1.1770, loss: 1.1770, grad_norm: 17.3190 2020-08-03 17:36:37,709 - mmaction - INFO - Epoch [57][1480/2505] lr: 5.000e-06, eta: 1:54:58, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8734, loss_cls: 1.2178, loss: 1.2178, grad_norm: 17.8929 2020-08-03 17:37:15,999 - mmaction - INFO - Epoch [57][1500/2505] lr: 5.000e-06, eta: 1:54:19, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8714, loss_cls: 1.2361, loss: 1.2361, grad_norm: 18.0640 2020-08-03 17:37:54,255 - mmaction - INFO - Epoch [57][1520/2505] lr: 5.000e-06, eta: 1:53:40, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8630, loss_cls: 1.2360, loss: 1.2360, grad_norm: 17.1854 2020-08-03 17:38:32,429 - mmaction - INFO - Epoch [57][1540/2505] lr: 5.000e-06, eta: 1:53:01, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8714, loss_cls: 1.2407, loss: 1.2407, grad_norm: 17.4597 2020-08-03 17:39:10,625 - mmaction - INFO - Epoch [57][1560/2505] lr: 5.000e-06, eta: 1:52:22, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8766, loss_cls: 1.2518, loss: 1.2518, grad_norm: 18.0878 2020-08-03 17:39:48,691 - mmaction - INFO - Epoch [57][1580/2505] lr: 5.000e-06, eta: 1:51:43, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7016, top5_acc: 0.8583, loss_cls: 1.3235, loss: 1.3235, grad_norm: 18.4623 2020-08-03 17:40:26,866 - mmaction - INFO - Epoch [57][1600/2505] lr: 5.000e-06, eta: 1:51:04, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8734, loss_cls: 1.2496, loss: 1.2496, grad_norm: 18.3657 2020-08-03 17:41:04,880 - mmaction - INFO - Epoch [57][1620/2505] lr: 5.000e-06, eta: 1:50:24, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8714, loss_cls: 1.2171, loss: 1.2171, grad_norm: 17.6096 2020-08-03 17:41:43,057 - mmaction - INFO - Epoch [57][1640/2505] lr: 5.000e-06, eta: 1:49:45, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8755, loss_cls: 1.2218, loss: 1.2218, grad_norm: 18.0620 2020-08-03 17:42:21,121 - mmaction - INFO - Epoch [57][1660/2505] lr: 5.000e-06, eta: 1:49:06, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7161, top5_acc: 0.8781, loss_cls: 1.2522, loss: 1.2522, grad_norm: 17.4574 2020-08-03 17:42:59,267 - mmaction - INFO - Epoch [57][1680/2505] lr: 5.000e-06, eta: 1:48:27, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8760, loss_cls: 1.2566, loss: 1.2566, grad_norm: 18.2218 2020-08-03 17:43:37,412 - mmaction - INFO - Epoch [57][1700/2505] lr: 5.000e-06, eta: 1:47:48, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8755, loss_cls: 1.2792, loss: 1.2792, grad_norm: 18.0119 2020-08-03 17:44:15,595 - mmaction - INFO - Epoch [57][1720/2505] lr: 5.000e-06, eta: 1:47:09, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2372, loss: 1.2372, grad_norm: 17.9356 2020-08-03 17:44:53,933 - mmaction - INFO - Epoch [57][1740/2505] lr: 5.000e-06, eta: 1:46:30, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8714, loss_cls: 1.2539, loss: 1.2539, grad_norm: 18.2187 2020-08-03 17:45:32,210 - mmaction - INFO - Epoch [57][1760/2505] lr: 5.000e-06, eta: 1:45:51, time: 1.914, data_time: 0.000, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8750, loss_cls: 1.2186, loss: 1.2186, grad_norm: 17.6752 2020-08-03 17:46:10,484 - mmaction - INFO - Epoch [57][1780/2505] lr: 5.000e-06, eta: 1:45:11, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8792, loss_cls: 1.2237, loss: 1.2237, grad_norm: 18.0006 2020-08-03 17:46:48,734 - mmaction - INFO - Epoch [57][1800/2505] lr: 5.000e-06, eta: 1:44:32, time: 1.912, data_time: 0.000, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8781, loss_cls: 1.2415, loss: 1.2415, grad_norm: 17.8523 2020-08-03 17:47:26,794 - mmaction - INFO - Epoch [57][1820/2505] lr: 5.000e-06, eta: 1:43:53, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8568, loss_cls: 1.3082, loss: 1.3082, grad_norm: 18.2526 2020-08-03 17:48:04,924 - mmaction - INFO - Epoch [57][1840/2505] lr: 5.000e-06, eta: 1:43:14, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6943, top5_acc: 0.8698, loss_cls: 1.3135, loss: 1.3135, grad_norm: 18.5090 2020-08-03 17:48:43,018 - mmaction - INFO - Epoch [57][1860/2505] lr: 5.000e-06, eta: 1:42:35, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8708, loss_cls: 1.2739, loss: 1.2739, grad_norm: 18.7413 2020-08-03 17:49:21,154 - mmaction - INFO - Epoch [57][1880/2505] lr: 5.000e-06, eta: 1:41:56, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8620, loss_cls: 1.3055, loss: 1.3055, grad_norm: 18.8174 2020-08-03 17:49:59,392 - mmaction - INFO - Epoch [57][1900/2505] lr: 5.000e-06, eta: 1:41:17, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8620, loss_cls: 1.2938, loss: 1.2938, grad_norm: 17.9113 2020-08-03 17:50:37,557 - mmaction - INFO - Epoch [57][1920/2505] lr: 5.000e-06, eta: 1:40:38, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6974, top5_acc: 0.8604, loss_cls: 1.3137, loss: 1.3137, grad_norm: 18.3597 2020-08-03 17:51:15,615 - mmaction - INFO - Epoch [57][1940/2505] lr: 5.000e-06, eta: 1:39:59, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8620, loss_cls: 1.2827, loss: 1.2827, grad_norm: 18.7223 2020-08-03 17:51:53,715 - mmaction - INFO - Epoch [57][1960/2505] lr: 5.000e-06, eta: 1:39:19, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.2852, loss: 1.2852, grad_norm: 17.9787 2020-08-03 17:52:31,791 - mmaction - INFO - Epoch [57][1980/2505] lr: 5.000e-06, eta: 1:38:40, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8891, loss_cls: 1.1839, loss: 1.1839, grad_norm: 18.0720 2020-08-03 17:53:10,074 - mmaction - INFO - Epoch [57][2000/2505] lr: 5.000e-06, eta: 1:38:01, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8818, loss_cls: 1.2133, loss: 1.2133, grad_norm: 18.2073 2020-08-03 17:53:48,389 - mmaction - INFO - Epoch [57][2020/2505] lr: 5.000e-06, eta: 1:37:22, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7318, top5_acc: 0.8698, loss_cls: 1.2216, loss: 1.2216, grad_norm: 17.4832 2020-08-03 17:54:26,604 - mmaction - INFO - Epoch [57][2040/2505] lr: 5.000e-06, eta: 1:36:43, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8661, loss_cls: 1.2826, loss: 1.2826, grad_norm: 18.4586 2020-08-03 17:55:04,946 - mmaction - INFO - Epoch [57][2060/2505] lr: 5.000e-06, eta: 1:36:04, time: 1.918, data_time: 0.002, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8823, loss_cls: 1.1742, loss: 1.1742, grad_norm: 18.2275 2020-08-03 17:55:43,224 - mmaction - INFO - Epoch [57][2080/2505] lr: 5.000e-06, eta: 1:35:25, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7432, top5_acc: 0.8823, loss_cls: 1.1554, loss: 1.1554, grad_norm: 17.2011 2020-08-03 17:56:21,433 - mmaction - INFO - Epoch [57][2100/2505] lr: 5.000e-06, eta: 1:34:46, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8766, loss_cls: 1.2026, loss: 1.2026, grad_norm: 17.7461 2020-08-03 17:56:59,664 - mmaction - INFO - Epoch [57][2120/2505] lr: 5.000e-06, eta: 1:34:06, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8828, loss_cls: 1.1774, loss: 1.1774, grad_norm: 17.3453 2020-08-03 17:57:37,835 - mmaction - INFO - Epoch [57][2140/2505] lr: 5.000e-06, eta: 1:33:27, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8573, loss_cls: 1.2513, loss: 1.2513, grad_norm: 18.5668 2020-08-03 17:58:15,927 - mmaction - INFO - Epoch [57][2160/2505] lr: 5.000e-06, eta: 1:32:48, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8740, loss_cls: 1.2299, loss: 1.2299, grad_norm: 18.1782 2020-08-03 17:58:54,103 - mmaction - INFO - Epoch [57][2180/2505] lr: 5.000e-06, eta: 1:32:09, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8646, loss_cls: 1.2877, loss: 1.2877, grad_norm: 18.9625 2020-08-03 17:59:32,123 - mmaction - INFO - Epoch [57][2200/2505] lr: 5.000e-06, eta: 1:31:30, time: 1.900, data_time: 0.000, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.2167, loss: 1.2167, grad_norm: 18.3295 2020-08-03 18:00:11,987 - mmaction - INFO - Epoch [57][2220/2505] lr: 5.000e-06, eta: 1:30:51, time: 1.992, data_time: 0.001, memory: 8520, top1_acc: 0.7052, top5_acc: 0.8688, loss_cls: 1.2920, loss: 1.2920, grad_norm: 18.4641 2020-08-03 18:00:50,208 - mmaction - INFO - Epoch [57][2240/2505] lr: 5.000e-06, eta: 1:30:12, time: 1.912, data_time: 0.007, memory: 8520, top1_acc: 0.7078, top5_acc: 0.8578, loss_cls: 1.3369, loss: 1.3369, grad_norm: 18.6398 2020-08-03 18:01:28,389 - mmaction - INFO - Epoch [57][2260/2505] lr: 5.000e-06, eta: 1:29:33, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2480, loss: 1.2480, grad_norm: 18.5341 2020-08-03 18:02:06,409 - mmaction - INFO - Epoch [57][2280/2505] lr: 5.000e-06, eta: 1:28:54, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7370, top5_acc: 0.8792, loss_cls: 1.2125, loss: 1.2125, grad_norm: 17.8777 2020-08-03 18:02:44,589 - mmaction - INFO - Epoch [57][2300/2505] lr: 5.000e-06, eta: 1:28:15, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8677, loss_cls: 1.2586, loss: 1.2586, grad_norm: 18.2659 2020-08-03 18:03:22,705 - mmaction - INFO - Epoch [57][2320/2505] lr: 5.000e-06, eta: 1:27:35, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8760, loss_cls: 1.2346, loss: 1.2346, grad_norm: 17.9777 2020-08-03 18:04:00,808 - mmaction - INFO - Epoch [57][2340/2505] lr: 5.000e-06, eta: 1:26:56, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.6979, top5_acc: 0.8625, loss_cls: 1.3122, loss: 1.3122, grad_norm: 18.8617 2020-08-03 18:04:38,825 - mmaction - INFO - Epoch [57][2360/2505] lr: 5.000e-06, eta: 1:26:17, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.2758, loss: 1.2758, grad_norm: 18.3497 2020-08-03 18:05:16,905 - mmaction - INFO - Epoch [57][2380/2505] lr: 5.000e-06, eta: 1:25:38, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8880, loss_cls: 1.2175, loss: 1.2175, grad_norm: 18.2940 2020-08-03 18:05:54,851 - mmaction - INFO - Epoch [57][2400/2505] lr: 5.000e-06, eta: 1:24:59, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8646, loss_cls: 1.2804, loss: 1.2804, grad_norm: 18.2539 2020-08-03 18:06:32,901 - mmaction - INFO - Epoch [57][2420/2505] lr: 5.000e-06, eta: 1:24:20, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8714, loss_cls: 1.2598, loss: 1.2598, grad_norm: 18.5751 2020-08-03 18:07:11,091 - mmaction - INFO - Epoch [57][2440/2505] lr: 5.000e-06, eta: 1:23:41, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8568, loss_cls: 1.3045, loss: 1.3045, grad_norm: 18.1727 2020-08-03 18:07:49,352 - mmaction - INFO - Epoch [57][2460/2505] lr: 5.000e-06, eta: 1:23:02, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8698, loss_cls: 1.2715, loss: 1.2715, grad_norm: 17.3569 2020-08-03 18:08:27,520 - mmaction - INFO - Epoch [57][2480/2505] lr: 5.000e-06, eta: 1:22:23, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.6917, top5_acc: 0.8594, loss_cls: 1.3269, loss: 1.3269, grad_norm: 18.7236 2020-08-03 18:09:05,628 - mmaction - INFO - Epoch [57][2500/2505] lr: 5.000e-06, eta: 1:21:43, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8745, loss_cls: 1.2261, loss: 1.2261, grad_norm: 17.3105 2020-08-03 18:10:41,873 - mmaction - INFO - Epoch [58][20/2505] lr: 5.000e-06, eta: 1:20:56, time: 4.133, data_time: 2.196, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8672, loss_cls: 1.2896, loss: 1.2896, grad_norm: 18.2883 2020-08-03 18:11:20,322 - mmaction - INFO - Epoch [58][40/2505] lr: 5.000e-06, eta: 1:20:17, time: 1.922, data_time: 0.007, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8719, loss_cls: 1.2619, loss: 1.2619, grad_norm: 18.0739 2020-08-03 18:11:58,789 - mmaction - INFO - Epoch [58][60/2505] lr: 5.000e-06, eta: 1:19:37, time: 1.923, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8807, loss_cls: 1.2365, loss: 1.2365, grad_norm: 17.3335 2020-08-03 18:12:37,233 - mmaction - INFO - Epoch [58][80/2505] lr: 5.000e-06, eta: 1:18:58, time: 1.922, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8740, loss_cls: 1.2333, loss: 1.2333, grad_norm: 17.8330 2020-08-03 18:13:15,487 - mmaction - INFO - Epoch [58][100/2505] lr: 5.000e-06, eta: 1:18:19, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8625, loss_cls: 1.2891, loss: 1.2891, grad_norm: 18.4660 2020-08-03 18:13:53,766 - mmaction - INFO - Epoch [58][120/2505] lr: 5.000e-06, eta: 1:17:40, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8807, loss_cls: 1.2398, loss: 1.2398, grad_norm: 18.3309 2020-08-03 18:14:32,136 - mmaction - INFO - Epoch [58][140/2505] lr: 5.000e-06, eta: 1:17:01, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8714, loss_cls: 1.2809, loss: 1.2809, grad_norm: 17.8989 2020-08-03 18:15:10,630 - mmaction - INFO - Epoch [58][160/2505] lr: 5.000e-06, eta: 1:16:22, time: 1.925, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8786, loss_cls: 1.2238, loss: 1.2238, grad_norm: 17.4802 2020-08-03 18:15:49,024 - mmaction - INFO - Epoch [58][180/2505] lr: 5.000e-06, eta: 1:15:43, time: 1.920, data_time: 0.001, memory: 8520, top1_acc: 0.7224, top5_acc: 0.8578, loss_cls: 1.2711, loss: 1.2711, grad_norm: 17.9467 2020-08-03 18:16:27,342 - mmaction - INFO - Epoch [58][200/2505] lr: 5.000e-06, eta: 1:15:04, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8630, loss_cls: 1.2874, loss: 1.2874, grad_norm: 17.6640 2020-08-03 18:17:05,694 - mmaction - INFO - Epoch [58][220/2505] lr: 5.000e-06, eta: 1:14:25, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8807, loss_cls: 1.2469, loss: 1.2469, grad_norm: 17.5807 2020-08-03 18:17:44,055 - mmaction - INFO - Epoch [58][240/2505] lr: 5.000e-06, eta: 1:13:46, time: 1.917, data_time: 0.000, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8661, loss_cls: 1.2396, loss: 1.2396, grad_norm: 17.9696 2020-08-03 18:18:22,315 - mmaction - INFO - Epoch [58][260/2505] lr: 5.000e-06, eta: 1:13:06, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8859, loss_cls: 1.1593, loss: 1.1593, grad_norm: 17.6531 2020-08-03 18:19:00,607 - mmaction - INFO - Epoch [58][280/2505] lr: 5.000e-06, eta: 1:12:27, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8844, loss_cls: 1.1864, loss: 1.1864, grad_norm: 17.8502 2020-08-03 18:19:38,935 - mmaction - INFO - Epoch [58][300/2505] lr: 5.000e-06, eta: 1:11:48, time: 1.916, data_time: 0.000, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8896, loss_cls: 1.1703, loss: 1.1703, grad_norm: 17.8898 2020-08-03 18:20:17,108 - mmaction - INFO - Epoch [58][320/2505] lr: 5.000e-06, eta: 1:11:09, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8714, loss_cls: 1.2452, loss: 1.2452, grad_norm: 17.9984 2020-08-03 18:20:55,397 - mmaction - INFO - Epoch [58][340/2505] lr: 5.000e-06, eta: 1:10:30, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2517, loss: 1.2517, grad_norm: 18.3725 2020-08-03 18:21:33,704 - mmaction - INFO - Epoch [58][360/2505] lr: 5.000e-06, eta: 1:09:51, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7312, top5_acc: 0.8823, loss_cls: 1.1707, loss: 1.1707, grad_norm: 18.5852 2020-08-03 18:22:11,836 - mmaction - INFO - Epoch [58][380/2505] lr: 5.000e-06, eta: 1:09:12, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7333, top5_acc: 0.8729, loss_cls: 1.2103, loss: 1.2103, grad_norm: 17.5385 2020-08-03 18:22:50,200 - mmaction - INFO - Epoch [58][400/2505] lr: 5.000e-06, eta: 1:08:33, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8672, loss_cls: 1.2758, loss: 1.2758, grad_norm: 17.9836 2020-08-03 18:23:28,426 - mmaction - INFO - Epoch [58][420/2505] lr: 5.000e-06, eta: 1:07:54, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8766, loss_cls: 1.2238, loss: 1.2238, grad_norm: 17.9576 2020-08-03 18:24:06,747 - mmaction - INFO - Epoch [58][440/2505] lr: 5.000e-06, eta: 1:07:15, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8651, loss_cls: 1.3136, loss: 1.3136, grad_norm: 18.2065 2020-08-03 18:24:45,097 - mmaction - INFO - Epoch [58][460/2505] lr: 5.000e-06, eta: 1:06:35, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8661, loss_cls: 1.2796, loss: 1.2796, grad_norm: 17.7177 2020-08-03 18:25:23,362 - mmaction - INFO - Epoch [58][480/2505] lr: 5.000e-06, eta: 1:05:56, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.6990, top5_acc: 0.8635, loss_cls: 1.3348, loss: 1.3348, grad_norm: 18.3107 2020-08-03 18:26:01,573 - mmaction - INFO - Epoch [58][500/2505] lr: 5.000e-06, eta: 1:05:17, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8688, loss_cls: 1.2749, loss: 1.2749, grad_norm: 17.7192 2020-08-03 18:26:39,705 - mmaction - INFO - Epoch [58][520/2505] lr: 5.000e-06, eta: 1:04:38, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7339, top5_acc: 0.8839, loss_cls: 1.1833, loss: 1.1833, grad_norm: 17.4453 2020-08-03 18:27:17,784 - mmaction - INFO - Epoch [58][540/2505] lr: 5.000e-06, eta: 1:03:59, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7333, top5_acc: 0.8802, loss_cls: 1.1751, loss: 1.1751, grad_norm: 17.8232 2020-08-03 18:27:55,981 - mmaction - INFO - Epoch [58][560/2505] lr: 5.000e-06, eta: 1:03:20, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8599, loss_cls: 1.3016, loss: 1.3016, grad_norm: 17.6038 2020-08-03 18:28:34,094 - mmaction - INFO - Epoch [58][580/2505] lr: 5.000e-06, eta: 1:02:41, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7214, top5_acc: 0.8781, loss_cls: 1.2336, loss: 1.2336, grad_norm: 17.7659 2020-08-03 18:29:12,225 - mmaction - INFO - Epoch [58][600/2505] lr: 5.000e-06, eta: 1:02:02, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8620, loss_cls: 1.3081, loss: 1.3081, grad_norm: 18.3279 2020-08-03 18:29:50,443 - mmaction - INFO - Epoch [58][620/2505] lr: 5.000e-06, eta: 1:01:23, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8802, loss_cls: 1.2670, loss: 1.2670, grad_norm: 18.4416 2020-08-03 18:30:28,673 - mmaction - INFO - Epoch [58][640/2505] lr: 5.000e-06, eta: 1:00:43, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8688, loss_cls: 1.2439, loss: 1.2439, grad_norm: 17.9522 2020-08-03 18:31:06,959 - mmaction - INFO - Epoch [58][660/2505] lr: 5.000e-06, eta: 1:00:04, time: 1.914, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8698, loss_cls: 1.2427, loss: 1.2427, grad_norm: 17.9527 2020-08-03 18:31:45,148 - mmaction - INFO - Epoch [58][680/2505] lr: 5.000e-06, eta: 0:59:25, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7005, top5_acc: 0.8635, loss_cls: 1.2995, loss: 1.2995, grad_norm: 18.2248 2020-08-03 18:32:23,288 - mmaction - INFO - Epoch [58][700/2505] lr: 5.000e-06, eta: 0:58:46, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8630, loss_cls: 1.2760, loss: 1.2760, grad_norm: 18.5895 2020-08-03 18:33:01,438 - mmaction - INFO - Epoch [58][720/2505] lr: 5.000e-06, eta: 0:58:07, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7234, top5_acc: 0.8740, loss_cls: 1.2368, loss: 1.2368, grad_norm: 17.9604 2020-08-03 18:33:39,524 - mmaction - INFO - Epoch [58][740/2505] lr: 5.000e-06, eta: 0:57:28, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7260, top5_acc: 0.8672, loss_cls: 1.2412, loss: 1.2412, grad_norm: 17.4223 2020-08-03 18:34:17,678 - mmaction - INFO - Epoch [58][760/2505] lr: 5.000e-06, eta: 0:56:49, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8604, loss_cls: 1.2828, loss: 1.2828, grad_norm: 17.7294 2020-08-03 18:34:55,792 - mmaction - INFO - Epoch [58][780/2505] lr: 5.000e-06, eta: 0:56:10, time: 1.905, data_time: 0.000, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8729, loss_cls: 1.2543, loss: 1.2543, grad_norm: 17.2899 2020-08-03 18:35:33,951 - mmaction - INFO - Epoch [58][800/2505] lr: 5.000e-06, eta: 0:55:31, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8531, loss_cls: 1.3282, loss: 1.3282, grad_norm: 18.1416 2020-08-03 18:36:12,054 - mmaction - INFO - Epoch [58][820/2505] lr: 5.000e-06, eta: 0:54:52, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8792, loss_cls: 1.2352, loss: 1.2352, grad_norm: 18.2684 2020-08-03 18:36:50,060 - mmaction - INFO - Epoch [58][840/2505] lr: 5.000e-06, eta: 0:54:13, time: 1.900, data_time: 0.002, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8651, loss_cls: 1.2906, loss: 1.2906, grad_norm: 18.5184 2020-08-03 18:37:28,243 - mmaction - INFO - Epoch [58][860/2505] lr: 5.000e-06, eta: 0:53:33, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7151, top5_acc: 0.8708, loss_cls: 1.2418, loss: 1.2418, grad_norm: 17.8636 2020-08-03 18:38:06,419 - mmaction - INFO - Epoch [58][880/2505] lr: 5.000e-06, eta: 0:52:54, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8661, loss_cls: 1.2609, loss: 1.2609, grad_norm: 18.2616 2020-08-03 18:38:44,683 - mmaction - INFO - Epoch [58][900/2505] lr: 5.000e-06, eta: 0:52:15, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8714, loss_cls: 1.2537, loss: 1.2537, grad_norm: 17.8647 2020-08-03 18:39:22,941 - mmaction - INFO - Epoch [58][920/2505] lr: 5.000e-06, eta: 0:51:36, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1684, loss: 1.1684, grad_norm: 18.0786 2020-08-03 18:40:01,049 - mmaction - INFO - Epoch [58][940/2505] lr: 5.000e-06, eta: 0:50:57, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7302, top5_acc: 0.8802, loss_cls: 1.1940, loss: 1.1940, grad_norm: 16.8560 2020-08-03 18:40:39,185 - mmaction - INFO - Epoch [58][960/2505] lr: 5.000e-06, eta: 0:50:18, time: 1.906, data_time: 0.000, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8719, loss_cls: 1.2795, loss: 1.2795, grad_norm: 17.6972 2020-08-03 18:41:17,324 - mmaction - INFO - Epoch [58][980/2505] lr: 5.000e-06, eta: 0:49:39, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8698, loss_cls: 1.2549, loss: 1.2549, grad_norm: 17.9700 2020-08-03 18:41:55,492 - mmaction - INFO - Epoch [58][1000/2505] lr: 5.000e-06, eta: 0:49:00, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8740, loss_cls: 1.2093, loss: 1.2093, grad_norm: 17.6425 2020-08-03 18:42:33,547 - mmaction - INFO - Epoch [58][1020/2505] lr: 5.000e-06, eta: 0:48:21, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8635, loss_cls: 1.2585, loss: 1.2585, grad_norm: 17.9713 2020-08-03 18:43:11,634 - mmaction - INFO - Epoch [58][1040/2505] lr: 5.000e-06, eta: 0:47:42, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8776, loss_cls: 1.1870, loss: 1.1870, grad_norm: 17.5955 2020-08-03 18:43:49,725 - mmaction - INFO - Epoch [58][1060/2505] lr: 5.000e-06, eta: 0:47:03, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7208, top5_acc: 0.8745, loss_cls: 1.2446, loss: 1.2446, grad_norm: 17.6960 2020-08-03 18:44:27,777 - mmaction - INFO - Epoch [58][1080/2505] lr: 5.000e-06, eta: 0:46:23, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7172, top5_acc: 0.8740, loss_cls: 1.2452, loss: 1.2452, grad_norm: 17.6732 2020-08-03 18:45:05,851 - mmaction - INFO - Epoch [58][1100/2505] lr: 5.000e-06, eta: 0:45:44, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.2506, loss: 1.2506, grad_norm: 18.7958 2020-08-03 18:45:43,921 - mmaction - INFO - Epoch [58][1120/2505] lr: 5.000e-06, eta: 0:45:05, time: 1.903, data_time: 0.001, memory: 8520, top1_acc: 0.7297, top5_acc: 0.8771, loss_cls: 1.2240, loss: 1.2240, grad_norm: 18.0868 2020-08-03 18:46:21,820 - mmaction - INFO - Epoch [58][1140/2505] lr: 5.000e-06, eta: 0:44:26, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8792, loss_cls: 1.2141, loss: 1.2141, grad_norm: 17.2432 2020-08-03 18:46:59,803 - mmaction - INFO - Epoch [58][1160/2505] lr: 5.000e-06, eta: 0:43:47, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8667, loss_cls: 1.2708, loss: 1.2708, grad_norm: 17.5882 2020-08-03 18:47:37,849 - mmaction - INFO - Epoch [58][1180/2505] lr: 5.000e-06, eta: 0:43:08, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8724, loss_cls: 1.2203, loss: 1.2203, grad_norm: 18.0358 2020-08-03 18:48:15,859 - mmaction - INFO - Epoch [58][1200/2505] lr: 5.000e-06, eta: 0:42:29, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8719, loss_cls: 1.2343, loss: 1.2343, grad_norm: 17.2808 2020-08-03 18:48:54,105 - mmaction - INFO - Epoch [58][1220/2505] lr: 5.000e-06, eta: 0:41:50, time: 1.912, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8604, loss_cls: 1.3068, loss: 1.3068, grad_norm: 17.9589 2020-08-03 18:49:32,206 - mmaction - INFO - Epoch [58][1240/2505] lr: 5.000e-06, eta: 0:41:11, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7135, top5_acc: 0.8771, loss_cls: 1.2277, loss: 1.2277, grad_norm: 17.8892 2020-08-03 18:50:10,324 - mmaction - INFO - Epoch [58][1260/2505] lr: 5.000e-06, eta: 0:40:32, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7021, top5_acc: 0.8620, loss_cls: 1.2859, loss: 1.2859, grad_norm: 18.1091 2020-08-03 18:50:48,412 - mmaction - INFO - Epoch [58][1280/2505] lr: 5.000e-06, eta: 0:39:53, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7198, top5_acc: 0.8833, loss_cls: 1.1970, loss: 1.1970, grad_norm: 17.6981 2020-08-03 18:51:26,581 - mmaction - INFO - Epoch [58][1300/2505] lr: 5.000e-06, eta: 0:39:13, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7089, top5_acc: 0.8760, loss_cls: 1.2448, loss: 1.2448, grad_norm: 18.1205 2020-08-03 18:52:04,779 - mmaction - INFO - Epoch [58][1320/2505] lr: 5.000e-06, eta: 0:38:34, time: 1.910, data_time: 0.001, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8844, loss_cls: 1.1812, loss: 1.1812, grad_norm: 17.5647 2020-08-03 18:52:43,044 - mmaction - INFO - Epoch [58][1340/2505] lr: 5.000e-06, eta: 0:37:55, time: 1.913, data_time: 0.001, memory: 8520, top1_acc: 0.7182, top5_acc: 0.8625, loss_cls: 1.2872, loss: 1.2872, grad_norm: 17.6821 2020-08-03 18:53:21,229 - mmaction - INFO - Epoch [58][1360/2505] lr: 5.000e-06, eta: 0:37:16, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7240, top5_acc: 0.8708, loss_cls: 1.2690, loss: 1.2690, grad_norm: 18.0557 2020-08-03 18:53:59,249 - mmaction - INFO - Epoch [58][1380/2505] lr: 5.000e-06, eta: 0:36:37, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7031, top5_acc: 0.8667, loss_cls: 1.2900, loss: 1.2900, grad_norm: 18.3367 2020-08-03 18:54:37,176 - mmaction - INFO - Epoch [58][1400/2505] lr: 5.000e-06, eta: 0:35:58, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7344, top5_acc: 0.8792, loss_cls: 1.1531, loss: 1.1531, grad_norm: 17.1483 2020-08-03 18:55:15,398 - mmaction - INFO - Epoch [58][1420/2505] lr: 5.000e-06, eta: 0:35:19, time: 1.911, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8661, loss_cls: 1.2429, loss: 1.2429, grad_norm: 18.9353 2020-08-03 18:55:53,735 - mmaction - INFO - Epoch [58][1440/2505] lr: 5.000e-06, eta: 0:34:40, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8677, loss_cls: 1.2548, loss: 1.2548, grad_norm: 17.6003 2020-08-03 18:56:32,108 - mmaction - INFO - Epoch [58][1460/2505] lr: 5.000e-06, eta: 0:34:01, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8724, loss_cls: 1.2795, loss: 1.2795, grad_norm: 18.3093 2020-08-03 18:57:10,437 - mmaction - INFO - Epoch [58][1480/2505] lr: 5.000e-06, eta: 0:33:22, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8755, loss_cls: 1.2612, loss: 1.2612, grad_norm: 18.0009 2020-08-03 18:57:48,760 - mmaction - INFO - Epoch [58][1500/2505] lr: 5.000e-06, eta: 0:32:43, time: 1.916, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8656, loss_cls: 1.2707, loss: 1.2707, grad_norm: 18.3786 2020-08-03 18:58:27,125 - mmaction - INFO - Epoch [58][1520/2505] lr: 5.000e-06, eta: 0:32:04, time: 1.918, data_time: 0.001, memory: 8520, top1_acc: 0.7375, top5_acc: 0.8781, loss_cls: 1.2057, loss: 1.2057, grad_norm: 17.8833 2020-08-03 18:59:05,458 - mmaction - INFO - Epoch [58][1540/2505] lr: 5.000e-06, eta: 0:31:24, time: 1.917, data_time: 0.001, memory: 8520, top1_acc: 0.7245, top5_acc: 0.8745, loss_cls: 1.2341, loss: 1.2341, grad_norm: 17.8713 2020-08-03 18:59:43,828 - mmaction - INFO - Epoch [58][1560/2505] lr: 5.000e-06, eta: 0:30:45, time: 1.919, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8818, loss_cls: 1.2358, loss: 1.2358, grad_norm: 17.4984 2020-08-03 19:00:23,039 - mmaction - INFO - Epoch [58][1580/2505] lr: 5.000e-06, eta: 0:30:06, time: 1.959, data_time: 0.002, memory: 8520, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.3199, loss: 1.3199, grad_norm: 18.0300 2020-08-03 19:01:01,429 - mmaction - INFO - Epoch [58][1600/2505] lr: 5.000e-06, eta: 0:29:27, time: 1.921, data_time: 0.011, memory: 8520, top1_acc: 0.7068, top5_acc: 0.8688, loss_cls: 1.2857, loss: 1.2857, grad_norm: 17.7997 2020-08-03 19:01:39,726 - mmaction - INFO - Epoch [58][1620/2505] lr: 5.000e-06, eta: 0:28:48, time: 1.915, data_time: 0.001, memory: 8520, top1_acc: 0.7073, top5_acc: 0.8729, loss_cls: 1.2493, loss: 1.2493, grad_norm: 17.5332 2020-08-03 19:02:17,723 - mmaction - INFO - Epoch [58][1640/2505] lr: 5.000e-06, eta: 0:28:09, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7109, top5_acc: 0.8693, loss_cls: 1.2734, loss: 1.2734, grad_norm: 18.6872 2020-08-03 19:02:55,806 - mmaction - INFO - Epoch [58][1660/2505] lr: 5.000e-06, eta: 0:27:30, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7276, top5_acc: 0.8833, loss_cls: 1.1801, loss: 1.1801, grad_norm: 17.4036 2020-08-03 19:03:33,793 - mmaction - INFO - Epoch [58][1680/2505] lr: 5.000e-06, eta: 0:26:51, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8771, loss_cls: 1.2400, loss: 1.2400, grad_norm: 17.8008 2020-08-03 19:04:11,988 - mmaction - INFO - Epoch [58][1700/2505] lr: 5.000e-06, eta: 0:26:12, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8703, loss_cls: 1.2211, loss: 1.2211, grad_norm: 17.5528 2020-08-03 19:04:49,944 - mmaction - INFO - Epoch [58][1720/2505] lr: 5.000e-06, eta: 0:25:33, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.7219, top5_acc: 0.8781, loss_cls: 1.2257, loss: 1.2257, grad_norm: 18.4162 2020-08-03 19:05:28,902 - mmaction - INFO - Epoch [58][1740/2505] lr: 5.000e-06, eta: 0:24:54, time: 1.946, data_time: 0.001, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8594, loss_cls: 1.3361, loss: 1.3361, grad_norm: 18.6921 2020-08-03 19:06:07,061 - mmaction - INFO - Epoch [58][1760/2505] lr: 5.000e-06, eta: 0:24:15, time: 1.910, data_time: 0.011, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8620, loss_cls: 1.2909, loss: 1.2909, grad_norm: 18.8707 2020-08-03 19:06:45,067 - mmaction - INFO - Epoch [58][1780/2505] lr: 5.000e-06, eta: 0:23:36, time: 1.900, data_time: 0.002, memory: 8520, top1_acc: 0.7250, top5_acc: 0.8667, loss_cls: 1.2232, loss: 1.2232, grad_norm: 17.3900 2020-08-03 19:07:23,017 - mmaction - INFO - Epoch [58][1800/2505] lr: 5.000e-06, eta: 0:22:57, time: 1.897, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8708, loss_cls: 1.3151, loss: 1.3151, grad_norm: 18.1414 2020-08-03 19:08:01,124 - mmaction - INFO - Epoch [58][1820/2505] lr: 5.000e-06, eta: 0:22:17, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8672, loss_cls: 1.2588, loss: 1.2588, grad_norm: 18.2154 2020-08-03 19:08:39,128 - mmaction - INFO - Epoch [58][1840/2505] lr: 5.000e-06, eta: 0:21:38, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8755, loss_cls: 1.2238, loss: 1.2238, grad_norm: 17.7601 2020-08-03 19:09:17,136 - mmaction - INFO - Epoch [58][1860/2505] lr: 5.000e-06, eta: 0:20:59, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7266, top5_acc: 0.8786, loss_cls: 1.1824, loss: 1.1824, grad_norm: 17.7107 2020-08-03 19:09:55,158 - mmaction - INFO - Epoch [58][1880/2505] lr: 5.000e-06, eta: 0:20:20, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8667, loss_cls: 1.2701, loss: 1.2701, grad_norm: 18.5715 2020-08-03 19:10:33,254 - mmaction - INFO - Epoch [58][1900/2505] lr: 5.000e-06, eta: 0:19:41, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8562, loss_cls: 1.2763, loss: 1.2763, grad_norm: 18.2465 2020-08-03 19:11:11,348 - mmaction - INFO - Epoch [58][1920/2505] lr: 5.000e-06, eta: 0:19:02, time: 1.905, data_time: 0.003, memory: 8520, top1_acc: 0.7193, top5_acc: 0.8719, loss_cls: 1.2475, loss: 1.2475, grad_norm: 17.8540 2020-08-03 19:11:49,244 - mmaction - INFO - Epoch [58][1940/2505] lr: 5.000e-06, eta: 0:18:23, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7130, top5_acc: 0.8760, loss_cls: 1.2017, loss: 1.2017, grad_norm: 18.0565 2020-08-03 19:12:27,162 - mmaction - INFO - Epoch [58][1960/2505] lr: 5.000e-06, eta: 0:17:44, time: 1.896, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8703, loss_cls: 1.2625, loss: 1.2625, grad_norm: 17.5080 2020-08-03 19:13:05,297 - mmaction - INFO - Epoch [58][1980/2505] lr: 5.000e-06, eta: 0:17:05, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7167, top5_acc: 0.8802, loss_cls: 1.1972, loss: 1.1972, grad_norm: 18.4530 2020-08-03 19:13:43,475 - mmaction - INFO - Epoch [58][2000/2505] lr: 5.000e-06, eta: 0:16:26, time: 1.909, data_time: 0.001, memory: 8520, top1_acc: 0.7281, top5_acc: 0.8833, loss_cls: 1.1868, loss: 1.1868, grad_norm: 17.9026 2020-08-03 19:14:21,475 - mmaction - INFO - Epoch [58][2020/2505] lr: 5.000e-06, eta: 0:15:47, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7099, top5_acc: 0.8594, loss_cls: 1.2967, loss: 1.2967, grad_norm: 18.4108 2020-08-03 19:14:59,275 - mmaction - INFO - Epoch [58][2040/2505] lr: 5.000e-06, eta: 0:15:08, time: 1.890, data_time: 0.001, memory: 8520, top1_acc: 0.7042, top5_acc: 0.8557, loss_cls: 1.2866, loss: 1.2866, grad_norm: 18.0981 2020-08-03 19:15:37,290 - mmaction - INFO - Epoch [58][2060/2505] lr: 5.000e-06, eta: 0:14:29, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7354, top5_acc: 0.8932, loss_cls: 1.1258, loss: 1.1258, grad_norm: 17.8043 2020-08-03 19:16:15,520 - mmaction - INFO - Epoch [58][2080/2505] lr: 5.000e-06, eta: 0:13:50, time: 1.911, data_time: 0.003, memory: 8520, top1_acc: 0.7271, top5_acc: 0.8708, loss_cls: 1.2018, loss: 1.2018, grad_norm: 16.8087 2020-08-03 19:16:53,616 - mmaction - INFO - Epoch [58][2100/2505] lr: 5.000e-06, eta: 0:13:10, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7125, top5_acc: 0.8740, loss_cls: 1.2741, loss: 1.2741, grad_norm: 18.6970 2020-08-03 19:17:31,746 - mmaction - INFO - Epoch [58][2120/2505] lr: 5.000e-06, eta: 0:12:31, time: 1.907, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8635, loss_cls: 1.2700, loss: 1.2700, grad_norm: 18.1664 2020-08-03 19:18:09,858 - mmaction - INFO - Epoch [58][2140/2505] lr: 5.000e-06, eta: 0:11:52, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7120, top5_acc: 0.8682, loss_cls: 1.2742, loss: 1.2742, grad_norm: 17.8272 2020-08-03 19:18:47,895 - mmaction - INFO - Epoch [58][2160/2505] lr: 5.000e-06, eta: 0:11:13, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8724, loss_cls: 1.2657, loss: 1.2657, grad_norm: 17.7292 2020-08-03 19:19:25,943 - mmaction - INFO - Epoch [58][2180/2505] lr: 5.000e-06, eta: 0:10:34, time: 1.902, data_time: 0.001, memory: 8520, top1_acc: 0.7115, top5_acc: 0.8667, loss_cls: 1.2556, loss: 1.2556, grad_norm: 17.8826 2020-08-03 19:20:04,040 - mmaction - INFO - Epoch [58][2200/2505] lr: 5.000e-06, eta: 0:09:55, time: 1.905, data_time: 0.002, memory: 8520, top1_acc: 0.7057, top5_acc: 0.8609, loss_cls: 1.3085, loss: 1.3085, grad_norm: 18.5526 2020-08-03 19:20:42,068 - mmaction - INFO - Epoch [58][2220/2505] lr: 5.000e-06, eta: 0:09:16, time: 1.901, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8698, loss_cls: 1.2319, loss: 1.2319, grad_norm: 18.0250 2020-08-03 19:21:20,047 - mmaction - INFO - Epoch [58][2240/2505] lr: 5.000e-06, eta: 0:08:37, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7328, top5_acc: 0.8870, loss_cls: 1.1666, loss: 1.1666, grad_norm: 17.7903 2020-08-03 19:21:57,940 - mmaction - INFO - Epoch [58][2260/2505] lr: 5.000e-06, eta: 0:07:58, time: 1.895, data_time: 0.001, memory: 8520, top1_acc: 0.7146, top5_acc: 0.8823, loss_cls: 1.1770, loss: 1.1770, grad_norm: 17.5595 2020-08-03 19:22:35,885 - mmaction - INFO - Epoch [58][2280/2505] lr: 5.000e-06, eta: 0:07:19, time: 1.898, data_time: 0.001, memory: 8520, top1_acc: 0.6995, top5_acc: 0.8599, loss_cls: 1.3524, loss: 1.3524, grad_norm: 18.3678 2020-08-03 19:23:14,055 - mmaction - INFO - Epoch [58][2300/2505] lr: 5.000e-06, eta: 0:06:40, time: 1.908, data_time: 0.001, memory: 8520, top1_acc: 0.7083, top5_acc: 0.8615, loss_cls: 1.3118, loss: 1.3118, grad_norm: 18.9663 2020-08-03 19:23:52,168 - mmaction - INFO - Epoch [58][2320/2505] lr: 5.000e-06, eta: 0:06:01, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7229, top5_acc: 0.8786, loss_cls: 1.2017, loss: 1.2017, grad_norm: 17.8652 2020-08-03 19:24:30,163 - mmaction - INFO - Epoch [58][2340/2505] lr: 5.000e-06, eta: 0:05:22, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7141, top5_acc: 0.8818, loss_cls: 1.2046, loss: 1.2046, grad_norm: 17.1200 2020-08-03 19:25:08,253 - mmaction - INFO - Epoch [58][2360/2505] lr: 5.000e-06, eta: 0:04:43, time: 1.905, data_time: 0.001, memory: 8520, top1_acc: 0.7036, top5_acc: 0.8651, loss_cls: 1.3205, loss: 1.3205, grad_norm: 18.1851 2020-08-03 19:25:46,097 - mmaction - INFO - Epoch [58][2380/2505] lr: 5.000e-06, eta: 0:04:04, time: 1.893, data_time: 0.001, memory: 8520, top1_acc: 0.7255, top5_acc: 0.8745, loss_cls: 1.2318, loss: 1.2318, grad_norm: 18.1076 2020-08-03 19:26:24,063 - mmaction - INFO - Epoch [58][2400/2505] lr: 5.000e-06, eta: 0:03:25, time: 1.898, data_time: 0.000, memory: 8520, top1_acc: 0.7177, top5_acc: 0.8630, loss_cls: 1.2521, loss: 1.2521, grad_norm: 17.1856 2020-08-03 19:27:02,002 - mmaction - INFO - Epoch [58][2420/2505] lr: 5.000e-06, eta: 0:02:45, time: 1.897, data_time: 0.002, memory: 8520, top1_acc: 0.6984, top5_acc: 0.8599, loss_cls: 1.3080, loss: 1.3080, grad_norm: 18.7888 2020-08-03 19:27:39,990 - mmaction - INFO - Epoch [58][2440/2505] lr: 5.000e-06, eta: 0:02:06, time: 1.899, data_time: 0.001, memory: 8520, top1_acc: 0.7203, top5_acc: 0.8839, loss_cls: 1.1910, loss: 1.1910, grad_norm: 17.3900 2020-08-03 19:28:18,103 - mmaction - INFO - Epoch [58][2460/2505] lr: 5.000e-06, eta: 0:01:27, time: 1.906, data_time: 0.001, memory: 8520, top1_acc: 0.7312, top5_acc: 0.8755, loss_cls: 1.2175, loss: 1.2175, grad_norm: 17.6962 2020-08-03 19:28:56,200 - mmaction - INFO - Epoch [58][2480/2505] lr: 5.000e-06, eta: 0:00:48, time: 1.904, data_time: 0.001, memory: 8520, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2548, loss: 1.2548, grad_norm: 18.1357 2020-08-03 19:29:34,198 - mmaction - INFO - Epoch [58][2500/2505] lr: 5.000e-06, eta: 0:00:09, time: 1.900, data_time: 0.001, memory: 8520, top1_acc: 0.7026, top5_acc: 0.8635, loss_cls: 1.2985, loss: 1.2985, grad_norm: 17.6704 2020-08-03 19:29:47,738 - mmaction - INFO - Saving checkpoint at 58 epochs